warning: commands will be executed using /bin/sh
job 2965 at Fri Mar 14 03:49:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140311/YutaMouse20-140311/YutaMouse20-140311
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
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 3106918 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1035639 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 54412 members 
Mstep: Class 3 contains 54440 members 
Mstep: Class 4 contains 54056 members 
Mstep: Class 5 contains 54518 members 
Mstep: Class 6 contains 54449 members 
Mstep: Class 7 contains 54578 members 
Mstep: Class 8 contains 54508 members 
Mstep: Class 9 contains 54371 members 
Mstep: Class 10 contains 54501 members 
Mstep: Class 11 contains 54921 members 
Mstep: Class 12 contains 54277 members 
Mstep: Class 13 contains 54623 members 
Mstep: Class 14 contains 54473 members 
Mstep: Class 15 contains 54266 members 
Mstep: Class 16 contains 54953 members 
Mstep: Class 17 contains 54443 members 
Mstep: Class 18 contains 54399 members 
Mstep: Class 19 contains 54699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 385.290588 but Gain 3434.929688
Score: -118884752.000000 Penalty: 61828.761719
Iteration 0F: 19 clusters Score -1.188848e+08 nChanged 975973
Entering Unmasked Mstep 
Mstep: Class 0 contains 2037 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 22066 members 
Mstep: Class 3 contains 99423 members 
Mstep: Class 4 contains 13208 members 
Mstep: Class 5 contains 23206 members 
Mstep: Class 7 contains 121093 members 
Mstep: Class 8 contains 17799 members 
Mstep: Class 9 contains 72214 members 
Mstep: Class 10 contains 112809 members 
Mstep: Class 11 contains 63309 members 
Mstep: Class 12 contains 38846 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 46326 members 
Mstep: Class 15 contains 46337 members 
Mstep: Class 16 contains 62037 members 
Mstep: Class 17 contains 66854 members 
Mstep: Class 18 contains 14640 members 
Mstep: Class 19 contains 148485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121770664.000000 Penalty: 61828.761719
Iteration 1F: 19 clusters Score -1.217707e+08 nChanged 351512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1951 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 19026 members 
Mstep: Class 3 contains 95302 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 20582 members 
Mstep: Class 7 contains 147115 members 
Mstep: Class 8 contains 16374 members 
Mstep: Class 9 contains 91241 members 
Mstep: Class 10 contains 125193 members 
Mstep: Class 11 contains 59505 members 
Mstep: Class 12 contains 28620 members 
Mstep: Class 13 contains 15454 members 
Mstep: Class 14 contains 38520 members 
Mstep: Class 15 contains 32140 members 
Mstep: Class 16 contains 48066 members 
Mstep: Class 17 contains 60213 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 182314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122449488.000000 Penalty: 61828.761719
Iteration 2F: 19 clusters Score -1.224495e+08 nChanged 267660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1679 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 22815 members 
Mstep: Class 3 contains 77758 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 20439 members 
Mstep: Class 7 contains 167154 members 
Mstep: Class 8 contains 18704 members 
Mstep: Class 9 contains 119356 members 
Mstep: Class 10 contains 149450 members 
Mstep: Class 11 contains 49912 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 15189 members 
Mstep: Class 14 contains 39483 members 
Mstep: Class 15 contains 25897 members 
Mstep: Class 16 contains 36999 members 
Mstep: Class 17 contains 52255 members 
Mstep: Class 18 contains 6938 members 
Mstep: Class 19 contains 177745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122896080.000000 Penalty: 61828.761719
Iteration 3F: 19 clusters Score -1.228961e+08 nChanged 198175
Entering Unmasked Mstep 
Mstep: Class 0 contains 860 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 27426 members 
Mstep: Class 3 contains 68017 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 21038 members 
Mstep: Class 7 contains 174761 members 
Mstep: Class 8 contains 20237 members 
Mstep: Class 9 contains 131857 members 
Mstep: Class 10 contains 162740 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 13668 members 
Mstep: Class 13 contains 13688 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 23624 members 
Mstep: Class 16 contains 29549 members 
Mstep: Class 17 contains 47705 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 179627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123197416.000000 Penalty: 61828.761719
Iteration 4F: 19 clusters Score -1.231974e+08 nChanged 164713
Entering Unmasked Mstep 
Mstep: Class 0 contains 393 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 30165 members 
Mstep: Class 3 contains 67383 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 21092 members 
Mstep: Class 7 contains 165053 members 
Mstep: Class 8 contains 19569 members 
Mstep: Class 9 contains 125323 members 
Mstep: Class 10 contains 160918 members 
Mstep: Class 11 contains 48297 members 
Mstep: Class 12 contains 10211 members 
Mstep: Class 13 contains 11878 members 
Mstep: Class 14 contains 42311 members 
Mstep: Class 15 contains 22111 members 
Mstep: Class 16 contains 26245 members 
Mstep: Class 17 contains 46401 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 210256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123364696.000000 Penalty: 61828.761719
Iteration 5F: 19 clusters Score -1.233647e+08 nChanged 148045
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 30693 members 
Mstep: Class 3 contains 75028 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 19892 members 
Mstep: Class 7 contains 145810 members 
Mstep: Class 8 contains 17221 members 
Mstep: Class 9 contains 109554 members 
Mstep: Class 10 contains 150672 members 
Mstep: Class 11 contains 48473 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 13 contains 10664 members 
Mstep: Class 14 contains 45436 members 
Mstep: Class 15 contains 21038 members 
Mstep: Class 16 contains 25907 members 
Mstep: Class 17 contains 46388 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 253703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123479432.000000 Penalty: 61828.761719
Iteration 6F: 19 clusters Score -1.234794e+08 nChanged 131600
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 30141 members 
Mstep: Class 3 contains 86944 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 18036 members 
Mstep: Class 7 contains 126865 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 93441 members 
Mstep: Class 10 contains 138906 members 
Mstep: Class 11 contains 47289 members 
Mstep: Class 12 contains 7657 members 
Mstep: Class 13 contains 9953 members 
Mstep: Class 14 contains 49477 members 
Mstep: Class 15 contains 20332 members 
Mstep: Class 16 contains 27385 members 
Mstep: Class 17 contains 47187 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 290894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123575312.000000 Penalty: 61828.761719
Iteration 7F: 19 clusters Score -1.235753e+08 nChanged 112580
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 28978 members 
Mstep: Class 3 contains 99560 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 16583 members 
Mstep: Class 7 contains 111823 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 80219 members 
Mstep: Class 10 contains 127424 members 
Mstep: Class 11 contains 46041 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 9369 members 
Mstep: Class 14 contains 53213 members 
Mstep: Class 15 contains 20016 members 
Mstep: Class 16 contains 29215 members 
Mstep: Class 17 contains 48107 members 
Mstep: Class 18 contains 12630 members 
Mstep: Class 19 contains 317946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123662296.000000 Penalty: 61828.761719
Iteration 8F: 19 clusters Score -1.236623e+08 nChanged 90715
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 27409 members 
Mstep: Class 3 contains 111076 members 
Mstep: Class 4 contains 9927 members 
Mstep: Class 5 contains 15877 members 
Mstep: Class 7 contains 100424 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 72354 members 
Mstep: Class 10 contains 117090 members 
Mstep: Class 11 contains 44969 members 
Mstep: Class 12 contains 8149 members 
Mstep: Class 13 contains 8800 members 
Mstep: Class 14 contains 55850 members 
Mstep: Class 15 contains 20147 members 
Mstep: Class 16 contains 27619 members 
Mstep: Class 17 contains 48870 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 19 contains 335656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123726416.000000 Penalty: 61828.761719
Iteration 9F: 19 clusters Score -1.237264e+08 nChanged 73951
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 25780 members 
Mstep: Class 3 contains 121457 members 
Mstep: Class 4 contains 11890 members 
Mstep: Class 5 contains 15539 members 
Mstep: Class 7 contains 90087 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 69028 members 
Mstep: Class 10 contains 107247 members 
Mstep: Class 11 contains 43934 members 
Mstep: Class 12 contains 9334 members 
Mstep: Class 13 contains 8381 members 
Mstep: Class 14 contains 56889 members 
Mstep: Class 15 contains 20626 members 
Mstep: Class 16 contains 25292 members 
Mstep: Class 17 contains 48916 members 
Mstep: Class 18 contains 18059 members 
Mstep: Class 19 contains 349437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123761992.000000 Penalty: 61828.761719
Iteration 10F: 19 clusters Score -1.23762e+08 nChanged 62579
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 24042 members 
Mstep: Class 3 contains 131313 members 
Mstep: Class 4 contains 13893 members 
Mstep: Class 5 contains 15242 members 
Mstep: Class 7 contains 80745 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 68795 members 
Mstep: Class 10 contains 99068 members 
Mstep: Class 11 contains 42945 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 8169 members 
Mstep: Class 14 contains 56839 members 
Mstep: Class 15 contains 21289 members 
Mstep: Class 16 contains 23477 members 
Mstep: Class 17 contains 48709 members 
Mstep: Class 18 contains 19173 members 
Mstep: Class 19 contains 358301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123792240.000000 Penalty: 61828.761719
Iteration 11F: 19 clusters Score -1.237922e+08 nChanged 54608
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 22134 members 
Mstep: Class 3 contains 140470 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 7 contains 72323 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 70197 members 
Mstep: Class 10 contains 94799 members 
Mstep: Class 11 contains 41948 members 
Mstep: Class 12 contains 13230 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 14 contains 55958 members 
Mstep: Class 15 contains 21987 members 
Mstep: Class 16 contains 22095 members 
Mstep: Class 17 contains 48368 members 
Mstep: Class 18 contains 19959 members 
Mstep: Class 19 contains 361991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123824512.000000 Penalty: 61828.761719
Iteration 12F: 19 clusters Score -1.238245e+08 nChanged 49997
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 148320 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 14873 members 
Mstep: Class 7 contains 64593 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 72439 members 
Mstep: Class 10 contains 96523 members 
Mstep: Class 11 contains 40953 members 
Mstep: Class 12 contains 15703 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 54461 members 
Mstep: Class 15 contains 22657 members 
Mstep: Class 16 contains 20874 members 
Mstep: Class 17 contains 47739 members 
Mstep: Class 18 contains 20604 members 
Mstep: Class 19 contains 360504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123860792.000000 Penalty: 61828.761719
Iteration 13Q: 19 clusters Score -1.238608e+08 nChanged 47924
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 17488 members 
Mstep: Class 3 contains 154462 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 14773 members 
Mstep: Class 7 contains 57753 members 
Mstep: Class 8 contains 2488 members 
Mstep: Class 9 contains 74803 members 
Mstep: Class 10 contains 104135 members 
Mstep: Class 11 contains 40029 members 
Mstep: Class 12 contains 18287 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 52757 members 
Mstep: Class 15 contains 23404 members 
Mstep: Class 16 contains 19707 members 
Mstep: Class 17 contains 46579 members 
Mstep: Class 18 contains 21169 members 
Mstep: Class 19 contains 354541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123900936.000000 Penalty: 61828.761719
Iteration 14Q: 19 clusters Score -1.239009e+08 nChanged 44455
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 15123 members 
Mstep: Class 3 contains 159320 members 
Mstep: Class 4 contains 20452 members 
Mstep: Class 5 contains 14662 members 
Mstep: Class 7 contains 52066 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 76895 members 
Mstep: Class 10 contains 115533 members 
Mstep: Class 11 contains 39266 members 
Mstep: Class 12 contains 20762 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 50839 members 
Mstep: Class 15 contains 24189 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 45152 members 
Mstep: Class 18 contains 21635 members 
Mstep: Class 19 contains 345736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123941912.000000 Penalty: 61828.761719
Iteration 15Q: 19 clusters Score -1.239419e+08 nChanged 40934
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 13133 members 
Mstep: Class 3 contains 163289 members 
Mstep: Class 4 contains 21304 members 
Mstep: Class 5 contains 14559 members 
Mstep: Class 7 contains 48341 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 78527 members 
Mstep: Class 10 contains 128804 members 
Mstep: Class 11 contains 38704 members 
Mstep: Class 12 contains 22922 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 49050 members 
Mstep: Class 15 contains 25036 members 
Mstep: Class 16 contains 17061 members 
Mstep: Class 17 contains 43577 members 
Mstep: Class 18 contains 21885 members 
Mstep: Class 19 contains 334663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123983664.000000 Penalty: 61828.761719
Iteration 16Q: 19 clusters Score -1.239837e+08 nChanged 37910
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 166493 members 
Mstep: Class 4 contains 21695 members 
Mstep: Class 5 contains 14490 members 
Mstep: Class 7 contains 47902 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 79605 members 
Mstep: Class 10 contains 143203 members 
Mstep: Class 11 contains 38472 members 
Mstep: Class 12 contains 24673 members 
Mstep: Class 13 contains 6750 members 
Mstep: Class 14 contains 47368 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 14837 members 
Mstep: Class 17 contains 41953 members 
Mstep: Class 18 contains 21984 members 
Mstep: Class 19 contains 321072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124011088.000000 Penalty: 61828.761719
Iteration 17Q: 19 clusters Score -1.240111e+08 nChanged 36832
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 169044 members 
Mstep: Class 4 contains 21948 members 
Mstep: Class 5 contains 14470 members 
Mstep: Class 7 contains 48759 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 80363 members 
Mstep: Class 10 contains 159058 members 
Mstep: Class 11 contains 38483 members 
Mstep: Class 12 contains 26161 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 45777 members 
Mstep: Class 15 contains 26610 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 40389 members 
Mstep: Class 18 contains 22011 members 
Mstep: Class 19 contains 304989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124039168.000000 Penalty: 61828.761719
Iteration 18Q: 19 clusters Score -1.240392e+08 nChanged 37429
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9912 members 
Mstep: Class 3 contains 171222 members 
Mstep: Class 4 contains 22119 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 7 contains 49649 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 80614 members 
Mstep: Class 10 contains 177897 members 
Mstep: Class 11 contains 38385 members 
Mstep: Class 12 contains 27413 members 
Mstep: Class 13 contains 6341 members 
Mstep: Class 14 contains 44049 members 
Mstep: Class 15 contains 27283 members 
Mstep: Class 16 contains 11326 members 
Mstep: Class 17 contains 38817 members 
Mstep: Class 18 contains 22016 members 
Mstep: Class 19 contains 286557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124057552.000000 Penalty: 61828.761719
Iteration 19Q: 19 clusters Score -1.240576e+08 nChanged 43039
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9417 members 
Mstep: Class 3 contains 173290 members 
Mstep: Class 4 contains 22251 members 
Mstep: Class 5 contains 14328 members 
Mstep: Class 7 contains 50521 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 80516 members 
Mstep: Class 10 contains 202528 members 
Mstep: Class 11 contains 38204 members 
Mstep: Class 12 contains 28349 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 42575 members 
Mstep: Class 15 contains 27861 members 
Mstep: Class 16 contains 10216 members 
Mstep: Class 17 contains 37635 members 
Mstep: Class 18 contains 22006 members 
Mstep: Class 19 contains 262052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124079256.000000 Penalty: 61828.761719
Iteration 20F: 19 clusters Score -1.240793e+08 nChanged 47546
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 175003 members 
Mstep: Class 4 contains 22306 members 
Mstep: Class 5 contains 14269 members 
Mstep: Class 7 contains 51251 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 79710 members 
Mstep: Class 10 contains 232696 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 29006 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 28455 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 36433 members 
Mstep: Class 18 contains 22010 members 
Mstep: Class 19 contains 232458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124100448.000000 Penalty: 61828.761719
Iteration 21Q: 19 clusters Score -1.241004e+08 nChanged 47728
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8986 members 
Mstep: Class 3 contains 176484 members 
Mstep: Class 4 contains 22315 members 
Mstep: Class 5 contains 14227 members 
Mstep: Class 7 contains 51884 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 78158 members 
Mstep: Class 10 contains 263335 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 29462 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 40917 members 
Mstep: Class 15 contains 29064 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 35444 members 
Mstep: Class 18 contains 22014 members 
Mstep: Class 19 contains 202865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124111280.000000 Penalty: 61828.761719
Iteration 22Q: 19 clusters Score -1.241113e+08 nChanged 40845
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 177689 members 
Mstep: Class 4 contains 22304 members 
Mstep: Class 5 contains 14202 members 
Mstep: Class 7 contains 52376 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 76205 members 
Mstep: Class 10 contains 288123 members 
Mstep: Class 11 contains 37680 members 
Mstep: Class 12 contains 29722 members 
Mstep: Class 13 contains 5977 members 
Mstep: Class 14 contains 40607 members 
Mstep: Class 15 contains 29654 members 
Mstep: Class 16 contains 8140 members 
Mstep: Class 17 contains 34727 members 
Mstep: Class 18 contains 22007 members 
Mstep: Class 19 contains 179286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124117384.000000 Penalty: 61828.761719
Iteration 23Q: 19 clusters Score -1.241174e+08 nChanged 32464
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 8906 members 
Mstep: Class 3 contains 178558 members 
Mstep: Class 4 contains 22304 members 
Mstep: Class 5 contains 14192 members 
Mstep: Class 7 contains 52794 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 303976 members 
Mstep: Class 11 contains 37488 members 
Mstep: Class 12 contains 29924 members 
Mstep: Class 13 contains 5976 members 
Mstep: Class 14 contains 40368 members 
Mstep: Class 15 contains 30277 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 34011 members 
Mstep: Class 18 contains 22001 members 
Mstep: Class 19 contains 164703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124116288.000000 Penalty: 61828.761719
Iteration 24Q: 19 clusters Score -1.241163e+08 nChanged 29164
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8906 members 
Mstep: Class 3 contains 179063 members 
Mstep: Class 4 contains 22314 members 
Mstep: Class 5 contains 14199 members 
Mstep: Class 7 contains 53158 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 72136 members 
Mstep: Class 10 contains 310919 members 
Mstep: Class 11 contains 37281 members 
Mstep: Class 12 contains 30058 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 40110 members 
Mstep: Class 15 contains 30860 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 33225 members 
Mstep: Class 18 contains 21995 members 
Mstep: Class 19 contains 159963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124112472.000000 Penalty: 61828.761719
Iteration 25Q: 19 clusters Score -1.241125e+08 nChanged 23176
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8918 members 
Mstep: Class 3 contains 179182 members 
Mstep: Class 4 contains 22324 members 
Mstep: Class 5 contains 14214 members 
Mstep: Class 7 contains 53447 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 70287 members 
Mstep: Class 10 contains 311221 members 
Mstep: Class 11 contains 37094 members 
Mstep: Class 12 contains 30188 members 
Mstep: Class 13 contains 5945 members 
Mstep: Class 14 contains 39925 members 
Mstep: Class 15 contains 31437 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 32563 members 
Mstep: Class 18 contains 21990 members 
Mstep: Class 19 contains 161700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124115880.000000 Penalty: 61828.761719
Iteration 26Q: 19 clusters Score -1.241159e+08 nChanged 18188
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8928 members 
Mstep: Class 3 contains 179068 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 14219 members 
Mstep: Class 7 contains 53703 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 68536 members 
Mstep: Class 10 contains 309081 members 
Mstep: Class 11 contains 36975 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 39611 members 
Mstep: Class 15 contains 31998 members 
Mstep: Class 16 contains 6809 members 
Mstep: Class 17 contains 31929 members 
Mstep: Class 18 contains 21987 members 
Mstep: Class 19 contains 166032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124122504.000000 Penalty: 61828.761719
Iteration 27Q: 19 clusters Score -1.241225e+08 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8963 members 
Mstep: Class 3 contains 178841 members 
Mstep: Class 4 contains 22385 members 
Mstep: Class 5 contains 14217 members 
Mstep: Class 7 contains 53909 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 66968 members 
Mstep: Class 10 contains 306185 members 
Mstep: Class 11 contains 36868 members 
Mstep: Class 12 contains 30397 members 
Mstep: Class 13 contains 5891 members 
Mstep: Class 14 contains 39228 members 
Mstep: Class 15 contains 32552 members 
Mstep: Class 16 contains 6609 members 
Mstep: Class 17 contains 31278 members 
Mstep: Class 18 contains 21984 members 
Mstep: Class 19 contains 171140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124129728.000000 Penalty: 61828.761719
Iteration 28Q: 19 clusters Score -1.241297e+08 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 178571 members 
Mstep: Class 4 contains 22389 members 
Mstep: Class 5 contains 14218 members 
Mstep: Class 7 contains 54088 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 65441 members 
Mstep: Class 10 contains 303237 members 
Mstep: Class 11 contains 36785 members 
Mstep: Class 12 contains 30481 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 38830 members 
Mstep: Class 15 contains 33086 members 
Mstep: Class 16 contains 6448 members 
Mstep: Class 17 contains 30650 members 
Mstep: Class 18 contains 21983 members 
Mstep: Class 19 contains 176347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124135368.000000 Penalty: 61828.761719
Iteration 29Q: 19 clusters Score -1.241354e+08 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8978 members 
Mstep: Class 3 contains 178288 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 14216 members 
Mstep: Class 7 contains 54246 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 63927 members 
Mstep: Class 10 contains 300841 members 
Mstep: Class 11 contains 36717 members 
Mstep: Class 12 contains 30522 members 
Mstep: Class 13 contains 5787 members 
Mstep: Class 14 contains 38383 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 6327 members 
Mstep: Class 17 contains 30073 members 
Mstep: Class 18 contains 21987 members 
Mstep: Class 19 contains 181028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124140680.000000 Penalty: 61828.761719
Iteration 30Q: 19 clusters Score -1.241407e+08 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8966 members 
Mstep: Class 3 contains 178054 members 
Mstep: Class 4 contains 22320 members 
Mstep: Class 5 contains 14204 members 
Mstep: Class 7 contains 54381 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 62388 members 
Mstep: Class 10 contains 298965 members 
Mstep: Class 11 contains 36676 members 
Mstep: Class 12 contains 30564 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 37977 members 
Mstep: Class 15 contains 34266 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 29481 members 
Mstep: Class 18 contains 21992 members 
Mstep: Class 19 contains 185124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124143432.000000 Penalty: 61828.761719
Iteration 31Q: 19 clusters Score -1.241434e+08 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8934 members 
Mstep: Class 3 contains 177817 members 
Mstep: Class 4 contains 22299 members 
Mstep: Class 5 contains 14178 members 
Mstep: Class 7 contains 54511 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 60983 members 
Mstep: Class 10 contains 297567 members 
Mstep: Class 11 contains 36630 members 
Mstep: Class 12 contains 30593 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 37618 members 
Mstep: Class 15 contains 34851 members 
Mstep: Class 16 contains 6168 members 
Mstep: Class 17 contains 28958 members 
Mstep: Class 18 contains 21997 members 
Mstep: Class 19 contains 188521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124146440.000000 Penalty: 61828.761719
Iteration 32Q: 19 clusters Score -1.241464e+08 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 177633 members 
Mstep: Class 4 contains 22283 members 
Mstep: Class 5 contains 14154 members 
Mstep: Class 7 contains 54618 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 59678 members 
Mstep: Class 10 contains 296609 members 
Mstep: Class 11 contains 36581 members 
Mstep: Class 12 contains 30605 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 37308 members 
Mstep: Class 15 contains 35394 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 28462 members 
Mstep: Class 18 contains 21998 members 
Mstep: Class 19 contains 191257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124148344.000000 Penalty: 61828.761719
Iteration 33Q: 19 clusters Score -1.241483e+08 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 8851 members 
Mstep: Class 3 contains 177539 members 
Mstep: Class 4 contains 22262 members 
Mstep: Class 5 contains 14134 members 
Mstep: Class 7 contains 54705 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 58440 members 
Mstep: Class 10 contains 295799 members 
Mstep: Class 11 contains 36556 members 
Mstep: Class 12 contains 30605 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 37037 members 
Mstep: Class 15 contains 35898 members 
Mstep: Class 16 contains 6074 members 
Mstep: Class 17 contains 28005 members 
Mstep: Class 18 contains 21998 members 
Mstep: Class 19 contains 193643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124149544.000000 Penalty: 61828.761719
Iteration 34Q: 19 clusters Score -1.241495e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8809 members 
Mstep: Class 3 contains 177428 members 
Mstep: Class 4 contains 22261 members 
Mstep: Class 5 contains 14097 members 
Mstep: Class 7 contains 54773 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 57302 members 
Mstep: Class 10 contains 295278 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 30596 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 36817 members 
Mstep: Class 15 contains 36395 members 
Mstep: Class 16 contains 6070 members 
Mstep: Class 17 contains 27532 members 
Mstep: Class 18 contains 21994 members 
Mstep: Class 19 contains 195588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124150736.000000 Penalty: 61828.761719
Iteration 35Q: 19 clusters Score -1.241507e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8761 members 
Mstep: Class 3 contains 177363 members 
Mstep: Class 4 contains 22261 members 
Mstep: Class 5 contains 14074 members 
Mstep: Class 7 contains 54851 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 56250 members 
Mstep: Class 10 contains 294945 members 
Mstep: Class 11 contains 36508 members 
Mstep: Class 12 contains 30585 members 
Mstep: Class 13 contains 5805 members 
Mstep: Class 14 contains 36637 members 
Mstep: Class 15 contains 36829 members 
Mstep: Class 16 contains 6052 members 
Mstep: Class 17 contains 27114 members 
Mstep: Class 18 contains 21993 members 
Mstep: Class 19 contains 197181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124151040.000000 Penalty: 61828.761719
Iteration 36Q: 19 clusters Score -1.24151e+08 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8721 members 
Mstep: Class 3 contains 177357 members 
Mstep: Class 4 contains 22250 members 
Mstep: Class 5 contains 14060 members 
Mstep: Class 7 contains 54927 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 55254 members 
Mstep: Class 10 contains 294751 members 
Mstep: Class 11 contains 36487 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 36504 members 
Mstep: Class 15 contains 37230 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 26736 members 
Mstep: Class 18 contains 21986 members 
Mstep: Class 19 contains 198483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124151720.000000 Penalty: 61828.761719
Iteration 37Q: 19 clusters Score -1.241517e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 177375 members 
Mstep: Class 4 contains 22251 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 7 contains 54978 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 54349 members 
Mstep: Class 10 contains 294688 members 
Mstep: Class 11 contains 36468 members 
Mstep: Class 12 contains 30580 members 
Mstep: Class 13 contains 5906 members 
Mstep: Class 14 contains 36381 members 
Mstep: Class 15 contains 37594 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 26322 members 
Mstep: Class 18 contains 21981 members 
Mstep: Class 19 contains 199552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124151560.000000 Penalty: 61828.761719
Iteration 38Q: 19 clusters Score -1.241516e+08 nChanged 3651
Entering ConstructFrom: 
Score: -124151560.000000 Penalty: 61828.761719
Entering ConstructFrom: 
Trying to split cluster 1 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -672503.750000 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -672503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -667504.250000 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -667504.2 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -668750.250000 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -668750.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -668993.562500 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -668993.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -669158.250000 Penalty: 4283.829102
	Iteration 3F: 3 clusters Score -669158.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -669267.812500 Penalty: 4283.829102
	Iteration 4Q: 3 clusters Score -669267.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -669348.187500 Penalty: 4283.829102
	Iteration 5Q: 3 clusters Score -669348.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -669438.750000 Penalty: 4283.829102
	Iteration 6Q: 3 clusters Score -669438.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -669516.187500 Penalty: 4283.829102
	Iteration 7Q: 3 clusters Score -669516.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -669591.687500 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -669591.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -669682.312500 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -669682.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -669780.000000 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -669780 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -669902.625000 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -669902.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -670048.812500 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -670048.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -670209.000000 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -670209 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -670384.500000 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -670384.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -670574.875000 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -670574.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -670736.812500 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -670736.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -670860.375000 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -670860.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -670943.562500 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -670943.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -671003.812500 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -671003.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -671040.937500 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -671040.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -671068.500000 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -671068.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -671097.562500 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -671097.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -671130.750000 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -671130.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -671157.625000 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -671157.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -671174.562500 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -671174.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -671199.125000 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -671199.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -671219.687500 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -671219.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -671231.875000 Penalty: 4283.829102
	Iteration 28Q: 3 clusters Score -671231.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -671250.312500 Penalty: 4283.829102
	Iteration 29Q: 3 clusters Score -671250.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -671268.500000 Penalty: 4283.829102
	Iteration 30Q: 3 clusters Score -671268.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -671291.187500 Penalty: 4283.829102
	Iteration 31Q: 3 clusters Score -671291.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -671321.500000 Penalty: 4283.829102
	Iteration 32Q: 3 clusters Score -671321.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -671347.250000 Penalty: 4283.829102
	Iteration 33Q: 3 clusters Score -671347.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -671364.437500 Penalty: 4283.829102
	Iteration 34Q: 3 clusters Score -671364.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -671377.187500 Penalty: 4283.829102
	Iteration 35Q: 3 clusters Score -671377.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -671388.187500 Penalty: 4283.829102
	Iteration 36Q: 3 clusters Score -671388.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -671397.062500 Penalty: 4283.829102
	Iteration 37Q: 3 clusters Score -671397.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -671405.500000 Penalty: 4283.829102
	Iteration 38Q: 3 clusters Score -671405.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -671408.312500 Penalty: 4283.829102
	Iteration 39Q: 3 clusters Score -671408.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -671411.812500 Penalty: 4283.829102
	Iteration 40F: 3 clusters Score -671411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -671415.375000 Penalty: 4283.829102
	Iteration 41Q: 3 clusters Score -671415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -671414.625000 Penalty: 4283.829102
	Iteration 42Q: 3 clusters Score -671414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -671418.562500 Penalty: 4283.829102
	Iteration 43Q: 3 clusters Score -671418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -671420.125000 Penalty: 4283.829102
	Iteration 44Q: 3 clusters Score -671420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -671421.312500 Penalty: 4283.829102
	Iteration 45Q: 3 clusters Score -671421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -671421.000000 Penalty: 4283.829102
	Iteration 46Q: 3 clusters Score -671421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -671421.875000 Penalty: 4283.829102
	Iteration 47Q: 3 clusters Score -671421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -671423.250000 Penalty: 4283.829102
	Iteration 48Q: 3 clusters Score -671423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -671423.937500 Penalty: 4283.829102
	Iteration 49Q: 3 clusters Score -671423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -671424.250000 Penalty: 4283.829102
	Iteration 50Q: 3 clusters Score -671424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -671424.125000 Penalty: 4283.829102
	Iteration 51Q: 3 clusters Score -671424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -671424.125000 Penalty: 4283.829102
	Iteration 52F: 3 clusters Score -671424.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Entering Unmasked Estep 
Score: -1037475.250000 Penalty: 2248.456055
	Iteration 0F: 2 clusters Score -1037475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1030715.500000 Penalty: 4496.912109
	Iteration 0F: 3 clusters Score -1030716 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1032818 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1033315.312500 Penalty: 4496.912109
	Iteration 2F: 3 clusters Score -1033315 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1033787 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1034234.062500 Penalty: 4496.912109
	Iteration 4F: 3 clusters Score -1034234 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1034599.875000 Penalty: 4496.912109
	Iteration 5F: 3 clusters Score -1034600 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1034962.937500 Penalty: 4496.912109
	Iteration 6F: 3 clusters Score -1034963 nChanged 409
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1035303.375000 Penalty: 4496.912109
	Iteration 7Q: 3 clusters Score -1035303 nChanged 348
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1035595 nChanged 298
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1035844.125000 Penalty: 4496.912109
	Iteration 9Q: 3 clusters Score -1035844 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1036062.875000 Penalty: 4496.912109
	Iteration 10Q: 3 clusters Score -1036063 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1036240.937500 Penalty: 4496.912109
	Iteration 11Q: 3 clusters Score -1036241 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1036374 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1036459.750000 Penalty: 4496.912109
	Iteration 13Q: 3 clusters Score -1036460 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1036516.062500 Penalty: 4496.912109
	Iteration 14Q: 3 clusters Score -1036516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1036568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1036603.250000 Penalty: 4496.912109
	Iteration 16Q: 3 clusters Score -1036603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1036639.000000 Penalty: 4496.912109
	Iteration 17Q: 3 clusters Score -1036639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1036671.062500 Penalty: 4496.912109
	Iteration 18Q: 3 clusters Score -1036671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1036704.000000 Penalty: 4496.912109
	Iteration 19Q: 3 clusters Score -1036704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1036741.875000 Penalty: 4496.912109
	Iteration 20F: 3 clusters Score -1036742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1036789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1036842.062500 Penalty: 4496.912109
	Iteration 22Q: 3 clusters Score -1036842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1036919.937500 Penalty: 4496.912109
	Iteration 23Q: 3 clusters Score -1036920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1037020.812500 Penalty: 4496.912109
	Iteration 24Q: 3 clusters Score -1037021 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1037136.375000 Penalty: 4496.912109
	Iteration 25Q: 3 clusters Score -1037136 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1037248.500000 Penalty: 4496.912109
	Iteration 26Q: 3 clusters Score -1037248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1037350.187500 Penalty: 4496.912109
	Iteration 27Q: 3 clusters Score -1037350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1037433.125000 Penalty: 4496.912109
	Iteration 28Q: 3 clusters Score -1037433 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1037493.437500 Penalty: 4496.912109
	Iteration 29Q: 3 clusters Score -1037493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1037545 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1037596.187500 Penalty: 4496.912109
	Iteration 31Q: 3 clusters Score -1037596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1037660.062500 Penalty: 4496.912109
	Iteration 32Q: 3 clusters Score -1037660 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1037696.375000 Penalty: 4496.912109
	Iteration 33Q: 3 clusters Score -1037696 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1037722.750000 Penalty: 4496.912109
	Iteration 34Q: 3 clusters Score -1037723 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1037747 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1037772.437500 Penalty: 4496.912109
	Iteration 36Q: 3 clusters Score -1037772 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1037787.437500 Penalty: 4496.912109
	Iteration 37Q: 3 clusters Score -1037787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1037798.062500 Penalty: 4496.912109
	Iteration 38Q: 3 clusters Score -1037798 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1037808.812500 Penalty: 4496.912109
	Iteration 39Q: 3 clusters Score -1037809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1037821.625000 Penalty: 4496.912109
	Iteration 40F: 3 clusters Score -1037822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1037829.500000 Penalty: 4496.912109
	Iteration 41Q: 3 clusters Score -1037830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1037835.250000 Penalty: 4496.912109
	Iteration 42Q: 3 clusters Score -1037835 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1037839.375000 Penalty: 4496.912109
	Iteration 43Q: 3 clusters Score -1037839 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1037840.875000 Penalty: 4496.912109
	Iteration 44Q: 3 clusters Score -1037841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1037846.250000 Penalty: 4496.912109
	Iteration 45Q: 3 clusters Score -1037846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1037849.437500 Penalty: 4496.912109
	Iteration 46Q: 3 clusters Score -1037849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1037853.875000 Penalty: 4496.912109
	Iteration 47Q: 3 clusters Score -1037854 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1037859.500000 Penalty: 4496.912109
	Iteration 48Q: 3 clusters Score -1037860 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4331 members 
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Entering Unmasked Estep 
Score: -1037861.750000 Penalty: 4496.912109
	Iteration 49Q: 3 clusters Score -1037862 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1037863.187500 Penalty: 4496.912109
	Iteration 50Q: 3 clusters Score -1037863 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1037869.125000 Penalty: 4496.912109
	Iteration 51Q: 3 clusters Score -1037869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1037873.937500 Penalty: 4496.912109
	Iteration 52Q: 3 clusters Score -1037874 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1037881.312500 Penalty: 4496.912109
	Iteration 53Q: 3 clusters Score -1037881 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1037890.250000 Penalty: 4496.912109
	Iteration 54Q: 3 clusters Score -1037890 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1037900.687500 Penalty: 4496.912109
	Iteration 55Q: 3 clusters Score -1037901 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1037910.437500 Penalty: 4496.912109
	Iteration 56Q: 3 clusters Score -1037910 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1037918.312500 Penalty: 4496.912109
	Iteration 57Q: 3 clusters Score -1037918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1037926.437500 Penalty: 4496.912109
	Iteration 58Q: 3 clusters Score -1037926 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1037930.250000 Penalty: 4496.912109
	Iteration 59Q: 3 clusters Score -1037930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1037933.125000 Penalty: 4496.912109
	Iteration 60F: 3 clusters Score -1037933 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1037951.687500 Penalty: 4496.912109
	Iteration 61Q: 3 clusters Score -1037952 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1037960.375000 Penalty: 4496.912109
	Iteration 62Q: 3 clusters Score -1037960 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1037971.187500 Penalty: 4496.912109
	Iteration 63Q: 3 clusters Score -1037971 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1037979.062500 Penalty: 4496.912109
	Iteration 64Q: 3 clusters Score -1037979 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1037983.500000 Penalty: 4496.912109
	Iteration 65Q: 3 clusters Score -1037984 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1037989.000000 Penalty: 4496.912109
	Iteration 66Q: 3 clusters Score -1037989 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1037994.187500 Penalty: 4496.912109
	Iteration 67Q: 3 clusters Score -1037994 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1037998.000000 Penalty: 4496.912109
	Iteration 68Q: 3 clusters Score -1037998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1038000.000000 Penalty: 4496.912109
	Iteration 69Q: 3 clusters Score -1038000 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1038007.437500 Penalty: 4496.912109
	Iteration 70Q: 3 clusters Score -1038007 nChanged 20
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Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1038011.437500 Penalty: 4496.912109
	Iteration 71Q: 3 clusters Score -1038011 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1038015.750000 Penalty: 4496.912109
	Iteration 72Q: 3 clusters Score -1038016 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1038020.125000 Penalty: 4496.912109
	Iteration 73Q: 3 clusters Score -1038020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1038027.875000 Penalty: 4496.912109
	Iteration 74Q: 3 clusters Score -1038028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1038032.687500 Penalty: 4496.912109
	Iteration 75Q: 3 clusters Score -1038033 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1038034.687500 Penalty: 4496.912109
	Iteration 76Q: 3 clusters Score -1038035 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1038043.937500 Penalty: 4496.912109
	Iteration 77Q: 3 clusters Score -1038044 nChanged 29
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Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1038053.937500 Penalty: 4496.912109
	Iteration 78Q: 3 clusters Score -1038054 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1038066.312500 Penalty: 4496.912109
	Iteration 79Q: 3 clusters Score -1038066 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1038080.937500 Penalty: 4496.912109
	Iteration 80F: 3 clusters Score -1038081 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1038085.562500 Penalty: 4496.912109
	Iteration 81Q: 3 clusters Score -1038086 nChanged 19
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1038093.062500 Penalty: 4496.912109
	Iteration 82Q: 3 clusters Score -1038093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1038095.062500 Penalty: 4496.912109
	Iteration 83Q: 3 clusters Score -1038095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1038103.937500 Penalty: 4496.912109
	Iteration 84Q: 3 clusters Score -1038104 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1038110.875000 Penalty: 4496.912109
	Iteration 85Q: 3 clusters Score -1038111 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1038122.500000 Penalty: 4496.912109
	Iteration 86Q: 3 clusters Score -1038122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
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Entering Unmasked Estep 
Score: -1038132.312500 Penalty: 4496.912109
	Iteration 87Q: 3 clusters Score -1038132 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1038144.375000 Penalty: 4496.912109
	Iteration 88Q: 3 clusters Score -1038144 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1038157.250000 Penalty: 4496.912109
	Iteration 89Q: 3 clusters Score -1038157 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1038171.250000 Penalty: 4496.912109
	Iteration 90Q: 3 clusters Score -1038171 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1038181.562500 Penalty: 4496.912109
	Iteration 91Q: 3 clusters Score -1038182 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1038190.562500 Penalty: 4496.912109
	Iteration 92Q: 3 clusters Score -1038191 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1038196.562500 Penalty: 4496.912109
	Iteration 93Q: 3 clusters Score -1038197 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1038207.812500 Penalty: 4496.912109
	Iteration 94Q: 3 clusters Score -1038208 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1038216.812500 Penalty: 4496.912109
	Iteration 95Q: 3 clusters Score -1038217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1038227.437500 Penalty: 4496.912109
	Iteration 96Q: 3 clusters Score -1038227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1038243.500000 Penalty: 4496.912109
	Iteration 97Q: 3 clusters Score -1038244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1038269.937500 Penalty: 4496.912109
	Iteration 98Q: 3 clusters Score -1038270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1038300.750000 Penalty: 4496.912109
	Iteration 99Q: 3 clusters Score -1038301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1038338.375000 Penalty: 4496.912109
	Iteration 100F: 3 clusters Score -1038338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1038378.625000 Penalty: 4496.912109
	Iteration 101Q: 3 clusters Score -1038379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1038415.500000 Penalty: 4496.912109
	Iteration 102Q: 3 clusters Score -1038416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1038453.375000 Penalty: 4496.912109
	Iteration 103Q: 3 clusters Score -1038453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1038482.000000 Penalty: 4496.912109
	Iteration 104Q: 3 clusters Score -1038482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1038499.437500 Penalty: 4496.912109
	Iteration 105Q: 3 clusters Score -1038499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1038502.562500 Penalty: 4496.912109
	Iteration 106Q: 3 clusters Score -1038503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1038508.062500 Penalty: 4496.912109
	Iteration 107Q: 3 clusters Score -1038508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1038510.937500 Penalty: 4496.912109
	Iteration 108Q: 3 clusters Score -1038511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1038510.562500 Penalty: 4496.912109
	Iteration 109Q: 3 clusters Score -1038511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1038511.562500 Penalty: 4496.912109
	Iteration 110Q: 3 clusters Score -1038512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1038510.562500 Penalty: 4496.912109
	Iteration 111Q: 3 clusters Score -1038511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1038508.687500 Penalty: 4496.912109
	Iteration 112Q: 3 clusters Score -1038509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1038508.000000 Penalty: 4496.912109
	Iteration 113Q: 3 clusters Score -1038508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1038508.000000 Penalty: 4496.912109
	Iteration 114F: 3 clusters Score -1038508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 294720 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 21982 members 
Mstep: Class 19 contains 200457 members 
Entering Unmasked Estep 
Score: -124151376.000000 Penalty: 65263.691406
Splitting cluster 2 changes total score from -124151560.000000 to -124151376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (177388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Entering Unmasked Estep 
Score: -21581042.000000 Penalty: 2997.351562
	Iteration 0F: 2 clusters Score -2.158104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -21464234.000000 Penalty: 5994.703125
	Iteration 0F: 3 clusters Score -2.146423e+07 nChanged 85317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -21514850.000000 Penalty: 5994.703125
	Iteration 1F: 3 clusters Score -2.151485e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -21517070.000000 Penalty: 5994.703125
	Iteration 2Q: 3 clusters Score -2.151707e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -21519484.000000 Penalty: 5994.703125
	Iteration 3Q: 3 clusters Score -2.151948e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -21522332.000000 Penalty: 5994.703125
	Iteration 4Q: 3 clusters Score -2.152233e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -21525352.000000 Penalty: 5994.703125
	Iteration 5Q: 3 clusters Score -2.152535e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -21528688.000000 Penalty: 5994.703125
	Iteration 6Q: 3 clusters Score -2.152869e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -21532388.000000 Penalty: 5994.703125
	Iteration 7F: 3 clusters Score -2.153239e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -21536214.000000 Penalty: 5994.703125
	Iteration 8F: 3 clusters Score -2.153621e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109927 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -21539378.000000 Penalty: 5994.703125
	Iteration 9Q: 3 clusters Score -2.153938e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115686 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -21542680.000000 Penalty: 5994.703125
	Iteration 10Q: 3 clusters Score -2.154268e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121947 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -21545942.000000 Penalty: 5994.703125
	Iteration 11Q: 3 clusters Score -2.154594e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128696 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -21549428.000000 Penalty: 5994.703125
	Iteration 12Q: 3 clusters Score -2.154943e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135956 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -21553546.000000 Penalty: 5994.703125
	Iteration 13Q: 3 clusters Score -2.155355e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143518 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -21558544.000000 Penalty: 5994.703125
	Iteration 14Q: 3 clusters Score -2.155854e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151119 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -21563870.000000 Penalty: 5994.703125
	Iteration 15Q: 3 clusters Score -2.156387e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158048 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -21568754.000000 Penalty: 5994.703125
	Iteration 16Q: 3 clusters Score -2.156875e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -21572556.000000 Penalty: 5994.703125
	Iteration 17Q: 3 clusters Score -2.157256e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167716 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -21575042.000000 Penalty: 5994.703125
	Iteration 18Q: 3 clusters Score -2.157504e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170539 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -21576632.000000 Penalty: 5994.703125
	Iteration 19Q: 3 clusters Score -2.157663e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172399 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -21577788.000000 Penalty: 5994.703125
	Iteration 20F: 3 clusters Score -2.157779e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -21578644.000000 Penalty: 5994.703125
	Iteration 21Q: 3 clusters Score -2.157864e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174314 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -21579134.000000 Penalty: 5994.703125
	Iteration 22Q: 3 clusters Score -2.157913e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174708 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21579352.000000 Penalty: 5994.703125
	Iteration 23Q: 3 clusters Score -2.157935e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -21579454.000000 Penalty: 5994.703125
	Iteration 24Q: 3 clusters Score -2.157945e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -21579524.000000 Penalty: 5994.703125
	Iteration 25Q: 3 clusters Score -2.157952e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21579640.000000 Penalty: 5994.703125
	Iteration 26Q: 3 clusters Score -2.157964e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175371 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21579686.000000 Penalty: 5994.703125
	Iteration 27Q: 3 clusters Score -2.157969e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21579716.000000 Penalty: 5994.703125
	Iteration 28Q: 3 clusters Score -2.157972e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21579784.000000 Penalty: 5994.703125
	Iteration 29Q: 3 clusters Score -2.157978e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21579794.000000 Penalty: 5994.703125
	Iteration 30Q: 3 clusters Score -2.157979e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175567 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -21579764.000000 Penalty: 5994.703125
	Iteration 31Q: 3 clusters Score -2.157976e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21579804.000000 Penalty: 5994.703125
	Iteration 32Q: 3 clusters Score -2.15798e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -21579790.000000 Penalty: 5994.703125
	Iteration 33Q: 3 clusters Score -2.157979e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21579846.000000 Penalty: 5994.703125
	Iteration 34Q: 3 clusters Score -2.157985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -21579854.000000 Penalty: 5994.703125
	Iteration 35Q: 3 clusters Score -2.157985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21579868.000000 Penalty: 5994.703125
	Iteration 36Q: 3 clusters Score -2.157987e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175775 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -21579870.000000 Penalty: 5994.703125
	Iteration 37Q: 3 clusters Score -2.157987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175798 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21579924.000000 Penalty: 5994.703125
	Iteration 38Q: 3 clusters Score -2.157992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21579918.000000 Penalty: 5994.703125
	Iteration 39Q: 3 clusters Score -2.157992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21579930.000000 Penalty: 5994.703125
	Iteration 40F: 3 clusters Score -2.157993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175819 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21579958.000000 Penalty: 5994.703125
	Iteration 41Q: 3 clusters Score -2.157996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175826 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -21579948.000000 Penalty: 5994.703125
	Iteration 42Q: 3 clusters Score -2.157995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -21579958.000000 Penalty: 5994.703125
	Iteration 43Q: 3 clusters Score -2.157996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21579936.000000 Penalty: 5994.703125
	Iteration 44Q: 3 clusters Score -2.157994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175843 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21579940.000000 Penalty: 5994.703125
	Iteration 45Q: 3 clusters Score -2.157994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21579930.000000 Penalty: 5994.703125
	Iteration 46Q: 3 clusters Score -2.157993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175849 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21579926.000000 Penalty: 5994.703125
	Iteration 47Q: 3 clusters Score -2.157993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175849 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21579930.000000 Penalty: 5994.703125
	Iteration 48Q: 3 clusters Score -2.157993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175850 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21579934.000000 Penalty: 5994.703125
	Iteration 49Q: 3 clusters Score -2.157993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175851 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21579932.000000 Penalty: 5994.703125
	Iteration 50Q: 3 clusters Score -2.157993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21579934.000000 Penalty: 5994.703125
	Iteration 51Q: 3 clusters Score -2.157993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21579934.000000 Penalty: 5994.703125
	Iteration 52F: 3 clusters Score -2.157993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Entering Unmasked Estep 
Score: -2641670.000000 Penalty: 2482.526367
	Iteration 0F: 2 clusters Score -2641670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2626111.000000 Penalty: 4965.052734
	Iteration 0F: 3 clusters Score -2626111 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2631699.250000 Penalty: 4965.052734
	Iteration 1F: 3 clusters Score -2631699 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2632468.000000 Penalty: 4965.052734
	Iteration 2F: 3 clusters Score -2632468 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2633329.750000 Penalty: 4965.052734
	Iteration 3F: 3 clusters Score -2633330 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2634268.000000 Penalty: 4965.052734
	Iteration 4F: 3 clusters Score -2634268 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2635205.000000 Penalty: 4965.052734
	Iteration 5F: 3 clusters Score -2635205 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2636101.250000 Penalty: 4965.052734
	Iteration 6F: 3 clusters Score -2636101 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2636946.750000 Penalty: 4965.052734
	Iteration 7F: 3 clusters Score -2636947 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2637686.500000 Penalty: 4965.052734
	Iteration 8Q: 3 clusters Score -2637686 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2638294.000000 Penalty: 4965.052734
	Iteration 9Q: 3 clusters Score -2638294 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2638787.250000 Penalty: 4965.052734
	Iteration 10Q: 3 clusters Score -2638787 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2639132.000000 Penalty: 4965.052734
	Iteration 11Q: 3 clusters Score -2639132 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2639398.000000 Penalty: 4965.052734
	Iteration 12Q: 3 clusters Score -2639398 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2639589.500000 Penalty: 4965.052734
	Iteration 13Q: 3 clusters Score -2639590 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2639733.250000 Penalty: 4965.052734
	Iteration 14Q: 3 clusters Score -2639733 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2639867.500000 Penalty: 4965.052734
	Iteration 15Q: 3 clusters Score -2639868 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2640014.250000 Penalty: 4965.052734
	Iteration 16Q: 3 clusters Score -2640014 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2640198.750000 Penalty: 4965.052734
	Iteration 17Q: 3 clusters Score -2640199 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2640384.000000 Penalty: 4965.052734
	Iteration 18Q: 3 clusters Score -2640384 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2640573.500000 Penalty: 4965.052734
	Iteration 19Q: 3 clusters Score -2640574 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2640926.250000 Penalty: 4965.052734
	Iteration 20F: 3 clusters Score -2640926 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2641258.500000 Penalty: 4965.052734
	Iteration 21Q: 3 clusters Score -2641258 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2641538.750000 Penalty: 4965.052734
	Iteration 22Q: 3 clusters Score -2641539 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2641729.750000 Penalty: 4965.052734
	Iteration 23Q: 3 clusters Score -2641730 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2641853.250000 Penalty: 4965.052734
	Iteration 24Q: 3 clusters Score -2641853 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2641920.500000 Penalty: 4965.052734
	Iteration 25Q: 3 clusters Score -2641920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2641961.750000 Penalty: 4965.052734
	Iteration 26Q: 3 clusters Score -2641962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2641993.500000 Penalty: 4965.052734
	Iteration 27Q: 3 clusters Score -2641994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2641996.250000 Penalty: 4965.052734
	Iteration 28Q: 3 clusters Score -2641996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2642012.000000 Penalty: 4965.052734
	Iteration 29Q: 3 clusters Score -2642012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2642026.500000 Penalty: 4965.052734
	Iteration 30Q: 3 clusters Score -2642026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2642032.250000 Penalty: 4965.052734
	Iteration 31Q: 3 clusters Score -2642032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2642035.500000 Penalty: 4965.052734
	Iteration 32Q: 3 clusters Score -2642036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2642042.250000 Penalty: 4965.052734
	Iteration 33Q: 3 clusters Score -2642042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2642045.250000 Penalty: 4965.052734
	Iteration 34Q: 3 clusters Score -2642045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2642042.750000 Penalty: 4965.052734
	Iteration 35Q: 3 clusters Score -2642043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2642047.250000 Penalty: 4965.052734
	Iteration 36Q: 3 clusters Score -2642047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2642046.750000 Penalty: 4965.052734
	Iteration 37Q: 3 clusters Score -2642047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2642047.750000 Penalty: 4965.052734
	Iteration 38Q: 3 clusters Score -2642048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2642049.500000 Penalty: 4965.052734
	Iteration 39Q: 3 clusters Score -2642050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2642056.250000 Penalty: 4965.052734
	Iteration 40F: 3 clusters Score -2642056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2642055.500000 Penalty: 4965.052734
	Iteration 41Q: 3 clusters Score -2642056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2642059.000000 Penalty: 4965.052734
	Iteration 42Q: 3 clusters Score -2642059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2642065.500000 Penalty: 4965.052734
	Iteration 43Q: 3 clusters Score -2642066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2642064.000000 Penalty: 4965.052734
	Iteration 44Q: 3 clusters Score -2642064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2642062.500000 Penalty: 4965.052734
	Iteration 45Q: 3 clusters Score -2642062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2642064.250000 Penalty: 4965.052734
	Iteration 46Q: 3 clusters Score -2642064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2642062.250000 Penalty: 4965.052734
	Iteration 47Q: 3 clusters Score -2642062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2642065.750000 Penalty: 4965.052734
	Iteration 48Q: 3 clusters Score -2642066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2642067.750000 Penalty: 4965.052734
	Iteration 49Q: 3 clusters Score -2642068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2642072.750000 Penalty: 4965.052734
	Iteration 50Q: 3 clusters Score -2642073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2642075.000000 Penalty: 4965.052734
	Iteration 51Q: 3 clusters Score -2642075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2642073.250000 Penalty: 4965.052734
	Iteration 52Q: 3 clusters Score -2642073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2642072.500000 Penalty: 4965.052734
	Iteration 53Q: 3 clusters Score -2642072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2642072.500000 Penalty: 4965.052734
	Iteration 54F: 3 clusters Score -2642072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 294720 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 21982 members 
Mstep: Class 19 contains 200457 members 
Entering Unmasked Estep 
Score: -124151168.000000 Penalty: 65263.691406
Splitting cluster 4 changes total score from -124151560.000000 to -124151168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -1702769.000000 Penalty: 2368.440674
	Iteration 0F: 2 clusters Score -1702769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1692591.750000 Penalty: 4736.881348
	Iteration 0F: 3 clusters Score -1692592 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1696273.250000 Penalty: 4736.881348
	Iteration 1F: 3 clusters Score -1696273 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1697197.625000 Penalty: 4736.881348
	Iteration 2F: 3 clusters Score -1697198 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1698284.125000 Penalty: 4736.881348
	Iteration 3F: 3 clusters Score -1698284 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1699610.000000 Penalty: 4736.881348
	Iteration 4F: 3 clusters Score -1699610 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1700988.875000 Penalty: 4736.881348
	Iteration 5F: 3 clusters Score -1700989 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1702526.000000 Penalty: 4736.881348
	Iteration 6F: 3 clusters Score -1702526 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1704409.875000 Penalty: 4736.881348
	Iteration 7F: 3 clusters Score -1704410 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1706209.375000 Penalty: 4736.881348
	Iteration 8F: 3 clusters Score -1706209 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1707358.625000 Penalty: 4736.881348
	Iteration 9Q: 3 clusters Score -1707359 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1707678.250000 Penalty: 4736.881348
	Iteration 10Q: 3 clusters Score -1707678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1707725.500000 Penalty: 4736.881348
	Iteration 11Q: 3 clusters Score -1707726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1707731.125000 Penalty: 4736.881348
	Iteration 12Q: 3 clusters Score -1707731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1707735.000000 Penalty: 4736.881348
	Iteration 13Q: 3 clusters Score -1707735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1707736.375000 Penalty: 4736.881348
	Iteration 14Q: 3 clusters Score -1707736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1707739.125000 Penalty: 4736.881348
	Iteration 15Q: 3 clusters Score -1707739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1707739.125000 Penalty: 4736.881348
	Iteration 16F: 3 clusters Score -1707739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 294720 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 21982 members 
Mstep: Class 19 contains 200457 members 
Entering Unmasked Estep 
Score: -124155168.000000 Penalty: 65263.691406
Splitting cluster 5 changes total score from -124151560.000000 to -124155168.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (55028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Entering Unmasked Estep 
Score: -6772832.500000 Penalty: 2707.068115
	Iteration 0F: 2 clusters Score -6772832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -6735869.500000 Penalty: 5414.136230
	Iteration 0F: 3 clusters Score -6735870 nChanged 25485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6749948.500000 Penalty: 5414.136230
	Iteration 1F: 3 clusters Score -6749948 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6750505.000000 Penalty: 5414.136230
	Iteration 2Q: 3 clusters Score -6750505 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -6751094.000000 Penalty: 5414.136230
	Iteration 3Q: 3 clusters Score -6751094 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -6751934.500000 Penalty: 5414.136230
	Iteration 4Q: 3 clusters Score -6751934 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6752919.000000 Penalty: 5414.136230
	Iteration 5Q: 3 clusters Score -6752919 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -6754223.500000 Penalty: 5414.136230
	Iteration 6Q: 3 clusters Score -6754224 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -6755991.000000 Penalty: 5414.136230
	Iteration 7F: 3 clusters Score -6755991 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6757868.500000 Penalty: 5414.136230
	Iteration 8F: 3 clusters Score -6757868 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -6759772.500000 Penalty: 5414.136230
	Iteration 9F: 3 clusters Score -6759772 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -6761688.500000 Penalty: 5414.136230
	Iteration 10F: 3 clusters Score -6761688 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -6763447.000000 Penalty: 5414.136230
	Iteration 11Q: 3 clusters Score -6763447 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -6764976.000000 Penalty: 5414.136230
	Iteration 12Q: 3 clusters Score -6764976 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6766285.500000 Penalty: 5414.136230
	Iteration 13Q: 3 clusters Score -6766286 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -6767413.000000 Penalty: 5414.136230
	Iteration 14Q: 3 clusters Score -6767413 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -6768247.500000 Penalty: 5414.136230
	Iteration 15Q: 3 clusters Score -6768248 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -6768879.000000 Penalty: 5414.136230
	Iteration 16Q: 3 clusters Score -6768879 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -6769334.000000 Penalty: 5414.136230
	Iteration 17Q: 3 clusters Score -6769334 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6769675.500000 Penalty: 5414.136230
	Iteration 18Q: 3 clusters Score -6769676 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -6769917.500000 Penalty: 5414.136230
	Iteration 19Q: 3 clusters Score -6769918 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -6770106.500000 Penalty: 5414.136230
	Iteration 20F: 3 clusters Score -6770106 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -6770230.500000 Penalty: 5414.136230
	Iteration 21Q: 3 clusters Score -6770230 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -6770358.500000 Penalty: 5414.136230
	Iteration 22Q: 3 clusters Score -6770358 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -6770418.000000 Penalty: 5414.136230
	Iteration 23Q: 3 clusters Score -6770418 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -6770467.000000 Penalty: 5414.136230
	Iteration 24Q: 3 clusters Score -6770467 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -6770545.000000 Penalty: 5414.136230
	Iteration 25Q: 3 clusters Score -6770545 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -6770590.500000 Penalty: 5414.136230
	Iteration 26Q: 3 clusters Score -6770590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -6770594.000000 Penalty: 5414.136230
	Iteration 27Q: 3 clusters Score -6770594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -6770631.500000 Penalty: 5414.136230
	Iteration 28Q: 3 clusters Score -6770632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -6770651.000000 Penalty: 5414.136230
	Iteration 29Q: 3 clusters Score -6770651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -6770681.500000 Penalty: 5414.136230
	Iteration 30Q: 3 clusters Score -6770682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6770689.500000 Penalty: 5414.136230
	Iteration 31Q: 3 clusters Score -6770690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -6770710.500000 Penalty: 5414.136230
	Iteration 32Q: 3 clusters Score -6770710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -6770716.000000 Penalty: 5414.136230
	Iteration 33Q: 3 clusters Score -6770716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -6770729.500000 Penalty: 5414.136230
	Iteration 34Q: 3 clusters Score -6770730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -6770734.500000 Penalty: 5414.136230
	Iteration 35Q: 3 clusters Score -6770734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -6770740.000000 Penalty: 5414.136230
	Iteration 36Q: 3 clusters Score -6770740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -6770759.000000 Penalty: 5414.136230
	Iteration 37Q: 3 clusters Score -6770759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -6770772.000000 Penalty: 5414.136230
	Iteration 38Q: 3 clusters Score -6770772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -6770777.500000 Penalty: 5414.136230
	Iteration 39Q: 3 clusters Score -6770778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -6770785.000000 Penalty: 5414.136230
	Iteration 40F: 3 clusters Score -6770785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -6770789.500000 Penalty: 5414.136230
	Iteration 41Q: 3 clusters Score -6770790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -6770799.500000 Penalty: 5414.136230
	Iteration 42Q: 3 clusters Score -6770800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -6770801.500000 Penalty: 5414.136230
	Iteration 43Q: 3 clusters Score -6770802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -6770812.500000 Penalty: 5414.136230
	Iteration 44Q: 3 clusters Score -6770812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -6770805.500000 Penalty: 5414.136230
	Iteration 45Q: 3 clusters Score -6770806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -6770808.000000 Penalty: 5414.136230
	Iteration 46Q: 3 clusters Score -6770808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -6770815.500000 Penalty: 5414.136230
	Iteration 47Q: 3 clusters Score -6770816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -6770812.500000 Penalty: 5414.136230
	Iteration 48Q: 3 clusters Score -6770812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -6770811.500000 Penalty: 5414.136230
	Iteration 49Q: 3 clusters Score -6770812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6770816.500000 Penalty: 5414.136230
	Iteration 50Q: 3 clusters Score -6770816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -6770816.500000 Penalty: 5414.136230
	Iteration 51Q: 3 clusters Score -6770816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -6770819.500000 Penalty: 5414.136230
	Iteration 52Q: 3 clusters Score -6770820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -6770817.500000 Penalty: 5414.136230
	Iteration 53Q: 3 clusters Score -6770818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6770817.500000 Penalty: 5414.136230
	Iteration 54Q: 3 clusters Score -6770818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -6770824.500000 Penalty: 5414.136230
	Iteration 55Q: 3 clusters Score -6770824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -6770828.500000 Penalty: 5414.136230
	Iteration 56Q: 3 clusters Score -6770828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -6770828.000000 Penalty: 5414.136230
	Iteration 57Q: 3 clusters Score -6770828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -6770827.500000 Penalty: 5414.136230
	Iteration 58Q: 3 clusters Score -6770828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -6770827.500000 Penalty: 5414.136230
	Iteration 59Q: 3 clusters Score -6770828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -6770840.500000 Penalty: 5414.136230
	Iteration 60F: 3 clusters Score -6770840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -6770829.500000 Penalty: 5414.136230
	Iteration 61Q: 3 clusters Score -6770830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -6770842.000000 Penalty: 5414.136230
	Iteration 62Q: 3 clusters Score -6770842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -6770846.000000 Penalty: 5414.136230
	Iteration 63Q: 3 clusters Score -6770846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -6770839.000000 Penalty: 5414.136230
	Iteration 64Q: 3 clusters Score -6770839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -6770841.500000 Penalty: 5414.136230
	Iteration 65Q: 3 clusters Score -6770842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -6770842.000000 Penalty: 5414.136230
	Iteration 66Q: 3 clusters Score -6770842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -6770839.000000 Penalty: 5414.136230
	Iteration 67Q: 3 clusters Score -6770839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -6770842.500000 Penalty: 5414.136230
	Iteration 68Q: 3 clusters Score -6770842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -6770835.000000 Penalty: 5414.136230
	Iteration 69Q: 3 clusters Score -6770835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -6770836.500000 Penalty: 5414.136230
	Iteration 70Q: 3 clusters Score -6770836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -6770836.500000 Penalty: 5414.136230
	Iteration 71F: 3 clusters Score -6770836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -261371.390625 Penalty: 1944.104736
	Iteration 0F: 2 clusters Score -261371.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -258725.281250 Penalty: 3888.209473
	Iteration 0F: 3 clusters Score -258725.3 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -261553.953125 Penalty: 3888.209473
	Iteration 1F: 3 clusters Score -261554 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -263762.781250 Penalty: 3888.209473
	Iteration 2F: 3 clusters Score -263762.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -264524.468750 Penalty: 3888.209473
	Iteration 3F: 3 clusters Score -264524.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264754.281250 Penalty: 3888.209473
	Iteration 4Q: 3 clusters Score -264754.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -264895.625000 Penalty: 3888.209473
	Iteration 5Q: 3 clusters Score -264895.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264928.812500 Penalty: 3888.209473
	Iteration 6Q: 3 clusters Score -264928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264955.968750 Penalty: 3888.209473
	Iteration 7Q: 3 clusters Score -264956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264976.375000 Penalty: 3888.209473
	Iteration 8Q: 3 clusters Score -264976.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -265005.718750 Penalty: 3888.209473
	Iteration 9Q: 3 clusters Score -265005.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -265028.500000 Penalty: 3888.209473
	Iteration 10Q: 3 clusters Score -265028.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -265043.343750 Penalty: 3888.209473
	Iteration 11Q: 3 clusters Score -265043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -265051.593750 Penalty: 3888.209473
	Iteration 12Q: 3 clusters Score -265051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265063.781250 Penalty: 3888.209473
	Iteration 13Q: 3 clusters Score -265063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -265084.156250 Penalty: 3888.209473
	Iteration 14Q: 3 clusters Score -265084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -265100.000000 Penalty: 3888.209473
	Iteration 15Q: 3 clusters Score -265100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -265104.125000 Penalty: 3888.209473
	Iteration 16Q: 3 clusters Score -265104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -265105.687500 Penalty: 3888.209473
	Iteration 17Q: 3 clusters Score -265105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -265116.781250 Penalty: 3888.209473
	Iteration 18F: 3 clusters Score -265116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -265140.593750 Penalty: 3888.209473
	Iteration 19Q: 3 clusters Score -265140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -265140.937500 Penalty: 3888.209473
	Iteration 20F: 3 clusters Score -265140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 294720 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 21982 members 
Mstep: Class 19 contains 200457 members 
Mstep: Class 20 contains 978 members 
Entering Unmasked Estep 
Score: -124157288.000000 Penalty: 68698.625000
Splitting cluster 8 changes total score from -124151560.000000 to -124157288.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (53507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Entering Unmasked Estep 
Score: -6419029.000000 Penalty: 2700.116699
	Iteration 0F: 2 clusters Score -6419029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6383129.500000 Penalty: 5400.233398
	Iteration 0F: 3 clusters Score -6383130 nChanged 24826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6397422.500000 Penalty: 5400.233398
	Iteration 1F: 3 clusters Score -6397422 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -6398601.500000 Penalty: 5400.233398
	Iteration 2Q: 3 clusters Score -6398602 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -6400121.000000 Penalty: 5400.233398
	Iteration 3F: 3 clusters Score -6400121 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6401961.000000 Penalty: 5400.233398
	Iteration 4F: 3 clusters Score -6401961 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -6404324.000000 Penalty: 5400.233398
	Iteration 5F: 3 clusters Score -6404324 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -6406799.000000 Penalty: 5400.233398
	Iteration 6F: 3 clusters Score -6406799 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -6409256.000000 Penalty: 5400.233398
	Iteration 7F: 3 clusters Score -6409256 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6411494.000000 Penalty: 5400.233398
	Iteration 8F: 3 clusters Score -6411494 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -6413064.000000 Penalty: 5400.233398
	Iteration 9Q: 3 clusters Score -6413064 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6414171.000000 Penalty: 5400.233398
	Iteration 10Q: 3 clusters Score -6414171 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -6414908.000000 Penalty: 5400.233398
	Iteration 11Q: 3 clusters Score -6414908 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -6415454.000000 Penalty: 5400.233398
	Iteration 12Q: 3 clusters Score -6415454 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -6415899.000000 Penalty: 5400.233398
	Iteration 13Q: 3 clusters Score -6415899 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -6416261.500000 Penalty: 5400.233398
	Iteration 14Q: 3 clusters Score -6416262 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -6416510.500000 Penalty: 5400.233398
	Iteration 15Q: 3 clusters Score -6416510 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -6416703.500000 Penalty: 5400.233398
	Iteration 16Q: 3 clusters Score -6416704 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -6416858.500000 Penalty: 5400.233398
	Iteration 17Q: 3 clusters Score -6416858 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6416988.500000 Penalty: 5400.233398
	Iteration 18Q: 3 clusters Score -6416988 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -6417107.000000 Penalty: 5400.233398
	Iteration 19Q: 3 clusters Score -6417107 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6417200.500000 Penalty: 5400.233398
	Iteration 20F: 3 clusters Score -6417200 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6417309.500000 Penalty: 5400.233398
	Iteration 21Q: 3 clusters Score -6417310 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6417338.500000 Penalty: 5400.233398
	Iteration 22Q: 3 clusters Score -6417338 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6417381.000000 Penalty: 5400.233398
	Iteration 23Q: 3 clusters Score -6417381 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -6417424.000000 Penalty: 5400.233398
	Iteration 24Q: 3 clusters Score -6417424 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6417449.500000 Penalty: 5400.233398
	Iteration 25Q: 3 clusters Score -6417450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6417471.000000 Penalty: 5400.233398
	Iteration 26Q: 3 clusters Score -6417471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -6417474.500000 Penalty: 5400.233398
	Iteration 27Q: 3 clusters Score -6417474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6417481.000000 Penalty: 5400.233398
	Iteration 28Q: 3 clusters Score -6417481 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6417520.500000 Penalty: 5400.233398
	Iteration 29Q: 3 clusters Score -6417520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -6417549.500000 Penalty: 5400.233398
	Iteration 30Q: 3 clusters Score -6417550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6417566.500000 Penalty: 5400.233398
	Iteration 31Q: 3 clusters Score -6417566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6417565.500000 Penalty: 5400.233398
	Iteration 32Q: 3 clusters Score -6417566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6417577.500000 Penalty: 5400.233398
	Iteration 33Q: 3 clusters Score -6417578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -6417583.000000 Penalty: 5400.233398
	Iteration 34Q: 3 clusters Score -6417583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6417574.000000 Penalty: 5400.233398
	Iteration 35Q: 3 clusters Score -6417574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6417575.500000 Penalty: 5400.233398
	Iteration 36Q: 3 clusters Score -6417576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6417583.000000 Penalty: 5400.233398
	Iteration 37Q: 3 clusters Score -6417583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6417622.000000 Penalty: 5400.233398
	Iteration 38Q: 3 clusters Score -6417622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6417625.500000 Penalty: 5400.233398
	Iteration 39Q: 3 clusters Score -6417626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6417657.000000 Penalty: 5400.233398
	Iteration 40F: 3 clusters Score -6417657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6417663.000000 Penalty: 5400.233398
	Iteration 41Q: 3 clusters Score -6417663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6417673.000000 Penalty: 5400.233398
	Iteration 42Q: 3 clusters Score -6417673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6417700.500000 Penalty: 5400.233398
	Iteration 43Q: 3 clusters Score -6417700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6417739.000000 Penalty: 5400.233398
	Iteration 44Q: 3 clusters Score -6417739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6417793.000000 Penalty: 5400.233398
	Iteration 45Q: 3 clusters Score -6417793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6417847.000000 Penalty: 5400.233398
	Iteration 46Q: 3 clusters Score -6417847 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6417888.000000 Penalty: 5400.233398
	Iteration 47Q: 3 clusters Score -6417888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6417944.000000 Penalty: 5400.233398
	Iteration 48Q: 3 clusters Score -6417944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6417967.000000 Penalty: 5400.233398
	Iteration 49Q: 3 clusters Score -6417967 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6418039.000000 Penalty: 5400.233398
	Iteration 50Q: 3 clusters Score -6418039 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6418079.500000 Penalty: 5400.233398
	Iteration 51Q: 3 clusters Score -6418080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6418100.000000 Penalty: 5400.233398
	Iteration 52Q: 3 clusters Score -6418100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6418124.000000 Penalty: 5400.233398
	Iteration 53Q: 3 clusters Score -6418124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6418118.000000 Penalty: 5400.233398
	Iteration 54Q: 3 clusters Score -6418118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6418132.000000 Penalty: 5400.233398
	Iteration 55Q: 3 clusters Score -6418132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6418143.000000 Penalty: 5400.233398
	Iteration 56Q: 3 clusters Score -6418143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6418146.500000 Penalty: 5400.233398
	Iteration 57Q: 3 clusters Score -6418146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6418140.000000 Penalty: 5400.233398
	Iteration 58Q: 3 clusters Score -6418140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6418139.000000 Penalty: 5400.233398
	Iteration 59Q: 3 clusters Score -6418139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6418142.500000 Penalty: 5400.233398
	Iteration 60F: 3 clusters Score -6418142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6418138.000000 Penalty: 5400.233398
	Iteration 61Q: 3 clusters Score -6418138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6418131.000000 Penalty: 5400.233398
	Iteration 62Q: 3 clusters Score -6418131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6418131.000000 Penalty: 5400.233398
	Iteration 63Q: 3 clusters Score -6418131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6418141.000000 Penalty: 5400.233398
	Iteration 64Q: 3 clusters Score -6418141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6418139.500000 Penalty: 5400.233398
	Iteration 65Q: 3 clusters Score -6418140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6418138.500000 Penalty: 5400.233398
	Iteration 66Q: 3 clusters Score -6418138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6418138.500000 Penalty: 5400.233398
	Iteration 67F: 3 clusters Score -6418138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (294720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294720 members 
Entering Unmasked Estep 
Score: -36367324.000000 Penalty: 3123.257812
	Iteration 0F: 2 clusters Score -3.636732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147590 members 
Mstep: Class 2 contains 147130 members 
Entering Unmasked Estep 
Score: -36219340.000000 Penalty: 6246.515625
	Iteration 0F: 3 clusters Score -3.621934e+07 nChanged 142631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 143853 members 
Entering Unmasked Estep 
Score: -36303088.000000 Penalty: 6246.515625
	Iteration 1F: 3 clusters Score -3.630309e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 141354 members 
Entering Unmasked Estep 
Score: -36303924.000000 Penalty: 6246.515625
	Iteration 2Q: 3 clusters Score -3.630392e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157134 members 
Mstep: Class 2 contains 137586 members 
Entering Unmasked Estep 
Score: -36305472.000000 Penalty: 6246.515625
	Iteration 3Q: 3 clusters Score -3.630547e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -36307896.000000 Penalty: 6246.515625
	Iteration 4Q: 3 clusters Score -3.63079e+07 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170479 members 
Mstep: Class 2 contains 124241 members 
Entering Unmasked Estep 
Score: -36311976.000000 Penalty: 6246.515625
	Iteration 5Q: 3 clusters Score -3.631198e+07 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -36317644.000000 Penalty: 6246.515625
	Iteration 6F: 3 clusters Score -3.631764e+07 nChanged 18385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189055 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -36326564.000000 Penalty: 6246.515625
	Iteration 7F: 3 clusters Score -3.632656e+07 nChanged 19795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194756 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -36338724.000000 Penalty: 6246.515625
	Iteration 8F: 3 clusters Score -3.633872e+07 nChanged 20115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -36351500.000000 Penalty: 6246.515625
	Iteration 9F: 3 clusters Score -3.63515e+07 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190926 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -36358700.000000 Penalty: 6246.515625
	Iteration 10F: 3 clusters Score -3.63587e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186583 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
Score: -36361352.000000 Penalty: 6246.515625
	Iteration 11Q: 3 clusters Score -3.636135e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182593 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -36362488.000000 Penalty: 6246.515625
	Iteration 12Q: 3 clusters Score -3.636249e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178812 members 
Mstep: Class 2 contains 115908 members 
Entering Unmasked Estep 
Score: -36363664.000000 Penalty: 6246.515625
	Iteration 13Q: 3 clusters Score -3.636366e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -36364868.000000 Penalty: 6246.515625
	Iteration 14Q: 3 clusters Score -3.636487e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 121754 members 
Entering Unmasked Estep 
Score: -36365960.000000 Penalty: 6246.515625
	Iteration 15Q: 3 clusters Score -3.636596e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -36367108.000000 Penalty: 6246.515625
	Iteration 16Q: 3 clusters Score -3.636711e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 126030 members 
Entering Unmasked Estep 
Score: -36368220.000000 Penalty: 6246.515625
	Iteration 17Q: 3 clusters Score -3.636822e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167139 members 
Mstep: Class 2 contains 127581 members 
Entering Unmasked Estep 
Score: -36369116.000000 Penalty: 6246.515625
	Iteration 18Q: 3 clusters Score -3.636912e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166031 members 
Mstep: Class 2 contains 128689 members 
Entering Unmasked Estep 
Score: -36369960.000000 Penalty: 6246.515625
	Iteration 19Q: 3 clusters Score -3.636996e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 129442 members 
Entering Unmasked Estep 
Score: -36371004.000000 Penalty: 6246.515625
	Iteration 20F: 3 clusters Score -3.6371e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164810 members 
Mstep: Class 2 contains 129910 members 
Entering Unmasked Estep 
Score: -36371964.000000 Penalty: 6246.515625
	Iteration 21Q: 3 clusters Score -3.637196e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -36372896.000000 Penalty: 6246.515625
	Iteration 22Q: 3 clusters Score -3.63729e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164486 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -36373944.000000 Penalty: 6246.515625
	Iteration 23Q: 3 clusters Score -3.637394e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 130126 members 
Entering Unmasked Estep 
Score: -36375160.000000 Penalty: 6246.515625
	Iteration 24Q: 3 clusters Score -3.637516e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -36376196.000000 Penalty: 6246.515625
	Iteration 25Q: 3 clusters Score -3.63762e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165338 members 
Mstep: Class 2 contains 129382 members 
Entering Unmasked Estep 
Score: -36377208.000000 Penalty: 6246.515625
	Iteration 26Q: 3 clusters Score -3.637721e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165875 members 
Mstep: Class 2 contains 128845 members 
Entering Unmasked Estep 
Score: -36378360.000000 Penalty: 6246.515625
	Iteration 27Q: 3 clusters Score -3.637836e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 128138 members 
Entering Unmasked Estep 
Score: -36379496.000000 Penalty: 6246.515625
	Iteration 28Q: 3 clusters Score -3.63795e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167411 members 
Mstep: Class 2 contains 127309 members 
Entering Unmasked Estep 
Score: -36380412.000000 Penalty: 6246.515625
	Iteration 29Q: 3 clusters Score -3.638041e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168336 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -36381352.000000 Penalty: 6246.515625
	Iteration 30Q: 3 clusters Score -3.638135e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169256 members 
Mstep: Class 2 contains 125464 members 
Entering Unmasked Estep 
Score: -36382444.000000 Penalty: 6246.515625
	Iteration 31Q: 3 clusters Score -3.638244e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -36383168.000000 Penalty: 6246.515625
	Iteration 32Q: 3 clusters Score -3.638317e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -36383888.000000 Penalty: 6246.515625
	Iteration 33Q: 3 clusters Score -3.638389e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171977 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -36384580.000000 Penalty: 6246.515625
	Iteration 34Q: 3 clusters Score -3.638458e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172762 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -36385060.000000 Penalty: 6246.515625
	Iteration 35Q: 3 clusters Score -3.638506e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 121184 members 
Entering Unmasked Estep 
Score: -36385408.000000 Penalty: 6246.515625
	Iteration 36Q: 3 clusters Score -3.638541e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174131 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -36385544.000000 Penalty: 6246.515625
	Iteration 37Q: 3 clusters Score -3.638554e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174643 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -36385744.000000 Penalty: 6246.515625
	Iteration 38Q: 3 clusters Score -3.638574e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175124 members 
Mstep: Class 2 contains 119596 members 
Entering Unmasked Estep 
Score: -36385932.000000 Penalty: 6246.515625
	Iteration 39Q: 3 clusters Score -3.638593e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175562 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -36385980.000000 Penalty: 6246.515625
	Iteration 40F: 3 clusters Score -3.638598e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175926 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -36386112.000000 Penalty: 6246.515625
	Iteration 41Q: 3 clusters Score -3.638611e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176264 members 
Mstep: Class 2 contains 118456 members 
Entering Unmasked Estep 
Score: -36386264.000000 Penalty: 6246.515625
	Iteration 42Q: 3 clusters Score -3.638626e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176551 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -36386324.000000 Penalty: 6246.515625
	Iteration 43Q: 3 clusters Score -3.638632e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 117872 members 
Entering Unmasked Estep 
Score: -36386344.000000 Penalty: 6246.515625
	Iteration 44Q: 3 clusters Score -3.638634e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -36386300.000000 Penalty: 6246.515625
	Iteration 45Q: 3 clusters Score -3.63863e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177405 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -36386272.000000 Penalty: 6246.515625
	Iteration 46Q: 3 clusters Score -3.638627e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177686 members 
Mstep: Class 2 contains 117034 members 
Entering Unmasked Estep 
Score: -36386264.000000 Penalty: 6246.515625
	Iteration 47Q: 3 clusters Score -3.638626e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177932 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -36386232.000000 Penalty: 6246.515625
	Iteration 48Q: 3 clusters Score -3.638623e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178153 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -36386248.000000 Penalty: 6246.515625
	Iteration 49Q: 3 clusters Score -3.638625e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178341 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -36386252.000000 Penalty: 6246.515625
	Iteration 50Q: 3 clusters Score -3.638625e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178501 members 
Mstep: Class 2 contains 116219 members 
Entering Unmasked Estep 
Score: -36386228.000000 Penalty: 6246.515625
	Iteration 51Q: 3 clusters Score -3.638623e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178662 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -36386236.000000 Penalty: 6246.515625
	Iteration 52Q: 3 clusters Score -3.638624e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178828 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -36386124.000000 Penalty: 6246.515625
	Iteration 53Q: 3 clusters Score -3.638612e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178988 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -36386172.000000 Penalty: 6246.515625
	Iteration 54Q: 3 clusters Score -3.638617e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179120 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -36386076.000000 Penalty: 6246.515625
	Iteration 55Q: 3 clusters Score -3.638608e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 115493 members 
Entering Unmasked Estep 
Score: -36386100.000000 Penalty: 6246.515625
	Iteration 56Q: 3 clusters Score -3.63861e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179360 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -36386056.000000 Penalty: 6246.515625
	Iteration 57Q: 3 clusters Score -3.638606e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 115259 members 
Entering Unmasked Estep 
Score: -36386036.000000 Penalty: 6246.515625
	Iteration 58Q: 3 clusters Score -3.638604e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -36386000.000000 Penalty: 6246.515625
	Iteration 59Q: 3 clusters Score -3.6386e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -36386028.000000 Penalty: 6246.515625
	Iteration 60F: 3 clusters Score -3.638603e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179751 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -36386036.000000 Penalty: 6246.515625
	Iteration 61Q: 3 clusters Score -3.638604e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179803 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -36386040.000000 Penalty: 6246.515625
	Iteration 62Q: 3 clusters Score -3.638604e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179866 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -36386020.000000 Penalty: 6246.515625
	Iteration 63Q: 3 clusters Score -3.638602e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179920 members 
Mstep: Class 2 contains 114800 members 
Entering Unmasked Estep 
Score: -36385968.000000 Penalty: 6246.515625
	Iteration 64Q: 3 clusters Score -3.638597e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -36385960.000000 Penalty: 6246.515625
	Iteration 65Q: 3 clusters Score -3.638596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180017 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -36385936.000000 Penalty: 6246.515625
	Iteration 66Q: 3 clusters Score -3.638594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180049 members 
Mstep: Class 2 contains 114671 members 
Entering Unmasked Estep 
Score: -36385912.000000 Penalty: 6246.515625
	Iteration 67Q: 3 clusters Score -3.638591e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180078 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -36385920.000000 Penalty: 6246.515625
	Iteration 68Q: 3 clusters Score -3.638592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -36385904.000000 Penalty: 6246.515625
	Iteration 69Q: 3 clusters Score -3.63859e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180153 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -36385920.000000 Penalty: 6246.515625
	Iteration 70Q: 3 clusters Score -3.638592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180189 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -36385904.000000 Penalty: 6246.515625
	Iteration 71Q: 3 clusters Score -3.63859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180227 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -36385908.000000 Penalty: 6246.515625
	Iteration 72Q: 3 clusters Score -3.638591e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180268 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -36385916.000000 Penalty: 6246.515625
	Iteration 73Q: 3 clusters Score -3.638592e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180314 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -36385900.000000 Penalty: 6246.515625
	Iteration 74Q: 3 clusters Score -3.63859e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 114358 members 
Entering Unmasked Estep 
Score: -36385888.000000 Penalty: 6246.515625
	Iteration 75Q: 3 clusters Score -3.638589e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180417 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -36385852.000000 Penalty: 6246.515625
	Iteration 76Q: 3 clusters Score -3.638585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -36385856.000000 Penalty: 6246.515625
	Iteration 77Q: 3 clusters Score -3.638586e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180512 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -36385880.000000 Penalty: 6246.515625
	Iteration 78Q: 3 clusters Score -3.638588e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180567 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -36385884.000000 Penalty: 6246.515625
	Iteration 79Q: 3 clusters Score -3.638588e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180614 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -36385864.000000 Penalty: 6246.515625
	Iteration 80F: 3 clusters Score -3.638586e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180652 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -36385880.000000 Penalty: 6246.515625
	Iteration 81Q: 3 clusters Score -3.638588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -36385840.000000 Penalty: 6246.515625
	Iteration 82Q: 3 clusters Score -3.638584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180731 members 
Mstep: Class 2 contains 113989 members 
Entering Unmasked Estep 
Score: -36385828.000000 Penalty: 6246.515625
	Iteration 83Q: 3 clusters Score -3.638583e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180764 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -36385864.000000 Penalty: 6246.515625
	Iteration 84Q: 3 clusters Score -3.638586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -36385824.000000 Penalty: 6246.515625
	Iteration 85Q: 3 clusters Score -3.638582e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180847 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -36385804.000000 Penalty: 6246.515625
	Iteration 86Q: 3 clusters Score -3.63858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180892 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -36385736.000000 Penalty: 6246.515625
	Iteration 87Q: 3 clusters Score -3.638574e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180933 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -36385716.000000 Penalty: 6246.515625
	Iteration 88Q: 3 clusters Score -3.638572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180952 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -36385708.000000 Penalty: 6246.515625
	Iteration 89Q: 3 clusters Score -3.638571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180978 members 
Mstep: Class 2 contains 113742 members 
Entering Unmasked Estep 
Score: -36385688.000000 Penalty: 6246.515625
	Iteration 90Q: 3 clusters Score -3.638569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180996 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -36385684.000000 Penalty: 6246.515625
	Iteration 91Q: 3 clusters Score -3.638568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181010 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -36385688.000000 Penalty: 6246.515625
	Iteration 92Q: 3 clusters Score -3.638569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181018 members 
Mstep: Class 2 contains 113702 members 
Entering Unmasked Estep 
Score: -36385672.000000 Penalty: 6246.515625
	Iteration 93Q: 3 clusters Score -3.638567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181032 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -36385696.000000 Penalty: 6246.515625
	Iteration 94Q: 3 clusters Score -3.63857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 113673 members 
Entering Unmasked Estep 
Score: -36385668.000000 Penalty: 6246.515625
	Iteration 95Q: 3 clusters Score -3.638567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181057 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -36385680.000000 Penalty: 6246.515625
	Iteration 96Q: 3 clusters Score -3.638568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181065 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -36385692.000000 Penalty: 6246.515625
	Iteration 97Q: 3 clusters Score -3.638569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181073 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -36385700.000000 Penalty: 6246.515625
	Iteration 98Q: 3 clusters Score -3.63857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181079 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -36385684.000000 Penalty: 6246.515625
	Iteration 99Q: 3 clusters Score -3.638568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -36385668.000000 Penalty: 6246.515625
	Iteration 100F: 3 clusters Score -3.638567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181092 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -36385668.000000 Penalty: 6246.515625
	Iteration 101Q: 3 clusters Score -3.638567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181095 members 
Mstep: Class 2 contains 113625 members 
Entering Unmasked Estep 
Score: -36385656.000000 Penalty: 6246.515625
	Iteration 102Q: 3 clusters Score -3.638566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181108 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -36385672.000000 Penalty: 6246.515625
	Iteration 103Q: 3 clusters Score -3.638567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181119 members 
Mstep: Class 2 contains 113601 members 
Entering Unmasked Estep 
Score: -36385660.000000 Penalty: 6246.515625
	Iteration 104Q: 3 clusters Score -3.638566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -36385676.000000 Penalty: 6246.515625
	Iteration 105Q: 3 clusters Score -3.638568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -36385708.000000 Penalty: 6246.515625
	Iteration 106Q: 3 clusters Score -3.638571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -36385692.000000 Penalty: 6246.515625
	Iteration 107Q: 3 clusters Score -3.638569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -36385696.000000 Penalty: 6246.515625
	Iteration 108Q: 3 clusters Score -3.63857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -36385700.000000 Penalty: 6246.515625
	Iteration 109Q: 3 clusters Score -3.63857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 113586 members 
Entering Unmasked Estep 
Score: -36385712.000000 Penalty: 6246.515625
	Iteration 110Q: 3 clusters Score -3.638571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181136 members 
Mstep: Class 2 contains 113584 members 
Entering Unmasked Estep 
Score: -36385704.000000 Penalty: 6246.515625
	Iteration 111Q: 3 clusters Score -3.63857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
Score: -36385716.000000 Penalty: 6246.515625
	Iteration 112Q: 3 clusters Score -3.638572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181140 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -36385692.000000 Penalty: 6246.515625
	Iteration 113Q: 3 clusters Score -3.638569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181142 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -36385720.000000 Penalty: 6246.515625
	Iteration 114Q: 3 clusters Score -3.638572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181148 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -36385692.000000 Penalty: 6246.515625
	Iteration 115Q: 3 clusters Score -3.638569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181157 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -36385700.000000 Penalty: 6246.515625
	Iteration 116Q: 3 clusters Score -3.63857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 113558 members 
Entering Unmasked Estep 
Score: -36385712.000000 Penalty: 6246.515625
	Iteration 117Q: 3 clusters Score -3.638571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181168 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -36385716.000000 Penalty: 6246.515625
	Iteration 118Q: 3 clusters Score -3.638572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181172 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -36385708.000000 Penalty: 6246.515625
	Iteration 119Q: 3 clusters Score -3.638571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -36385700.000000 Penalty: 6246.515625
	Iteration 120F: 3 clusters Score -3.63857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -36385688.000000 Penalty: 6246.515625
	Iteration 121Q: 3 clusters Score -3.638569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -36385696.000000 Penalty: 6246.515625
	Iteration 122Q: 3 clusters Score -3.63857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -36385704.000000 Penalty: 6246.515625
	Iteration 123Q: 3 clusters Score -3.63857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -36385692.000000 Penalty: 6246.515625
	Iteration 124Q: 3 clusters Score -3.638569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -36385692.000000 Penalty: 6246.515625
	Iteration 125F: 3 clusters Score -3.638569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 181176 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 21982 members 
Mstep: Class 19 contains 200457 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 113544 members 
Entering Unmasked Estep 
Score: -124177208.000000 Penalty: 72133.554688
Splitting cluster 10 changes total score from -124151560.000000 to -124177208.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (36452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Entering Unmasked Estep 
Score: -4450967.000000 Penalty: 2604.930420
	Iteration 0F: 2 clusters Score -4450967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4426190.500000 Penalty: 5209.860840
	Iteration 0F: 3 clusters Score -4426190 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -4435381.000000 Penalty: 5209.860840
	Iteration 1F: 3 clusters Score -4435381 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4435896.500000 Penalty: 5209.860840
	Iteration 2Q: 3 clusters Score -4435896 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4436317.500000 Penalty: 5209.860840
	Iteration 3Q: 3 clusters Score -4436318 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4436699.500000 Penalty: 5209.860840
	Iteration 4Q: 3 clusters Score -4436700 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4437099.000000 Penalty: 5209.860840
	Iteration 5Q: 3 clusters Score -4437099 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4437502.500000 Penalty: 5209.860840
	Iteration 6Q: 3 clusters Score -4437502 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4437923.000000 Penalty: 5209.860840
	Iteration 7Q: 3 clusters Score -4437923 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4438471.500000 Penalty: 5209.860840
	Iteration 8Q: 3 clusters Score -4438472 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4439226.000000 Penalty: 5209.860840
	Iteration 9Q: 3 clusters Score -4439226 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4440238.500000 Penalty: 5209.860840
	Iteration 10Q: 3 clusters Score -4440238 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4441371.500000 Penalty: 5209.860840
	Iteration 11Q: 3 clusters Score -4441372 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4442365.500000 Penalty: 5209.860840
	Iteration 12Q: 3 clusters Score -4442366 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4443190.500000 Penalty: 5209.860840
	Iteration 13Q: 3 clusters Score -4443190 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -4443765.500000 Penalty: 5209.860840
	Iteration 14Q: 3 clusters Score -4443766 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4444213.500000 Penalty: 5209.860840
	Iteration 15Q: 3 clusters Score -4444214 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4444578.000000 Penalty: 5209.860840
	Iteration 16Q: 3 clusters Score -4444578 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4444884.500000 Penalty: 5209.860840
	Iteration 17Q: 3 clusters Score -4444884 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4445265.000000 Penalty: 5209.860840
	Iteration 18Q: 3 clusters Score -4445265 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4445648.500000 Penalty: 5209.860840
	Iteration 19Q: 3 clusters Score -4445648 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4446184.500000 Penalty: 5209.860840
	Iteration 20F: 3 clusters Score -4446184 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4446782.500000 Penalty: 5209.860840
	Iteration 21Q: 3 clusters Score -4446782 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -4447404.000000 Penalty: 5209.860840
	Iteration 22Q: 3 clusters Score -4447404 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4447997.500000 Penalty: 5209.860840
	Iteration 23Q: 3 clusters Score -4447998 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4448445.500000 Penalty: 5209.860840
	Iteration 24Q: 3 clusters Score -4448446 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4448820.000000 Penalty: 5209.860840
	Iteration 25Q: 3 clusters Score -4448820 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4449128.500000 Penalty: 5209.860840
	Iteration 26Q: 3 clusters Score -4449128 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4449399.000000 Penalty: 5209.860840
	Iteration 27Q: 3 clusters Score -4449399 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -4449610.000000 Penalty: 5209.860840
	Iteration 28Q: 3 clusters Score -4449610 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4449786.500000 Penalty: 5209.860840
	Iteration 29Q: 3 clusters Score -4449786 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4449913.500000 Penalty: 5209.860840
	Iteration 30Q: 3 clusters Score -4449914 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4450041.500000 Penalty: 5209.860840
	Iteration 31Q: 3 clusters Score -4450042 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4450131.500000 Penalty: 5209.860840
	Iteration 32Q: 3 clusters Score -4450132 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -4450210.000000 Penalty: 5209.860840
	Iteration 33Q: 3 clusters Score -4450210 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4450266.500000 Penalty: 5209.860840
	Iteration 34Q: 3 clusters Score -4450266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -4450289.500000 Penalty: 5209.860840
	Iteration 35Q: 3 clusters Score -4450290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4450310.500000 Penalty: 5209.860840
	Iteration 36Q: 3 clusters Score -4450310 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4450322.500000 Penalty: 5209.860840
	Iteration 37Q: 3 clusters Score -4450322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -4450341.000000 Penalty: 5209.860840
	Iteration 38Q: 3 clusters Score -4450341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4450349.500000 Penalty: 5209.860840
	Iteration 39Q: 3 clusters Score -4450350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -4450495.000000 Penalty: 5209.860840
	Iteration 40F: 3 clusters Score -4450495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4450585.000000 Penalty: 5209.860840
	Iteration 41Q: 3 clusters Score -4450585 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4450618.500000 Penalty: 5209.860840
	Iteration 42Q: 3 clusters Score -4450618 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4450652.500000 Penalty: 5209.860840
	Iteration 43Q: 3 clusters Score -4450652 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4450695.000000 Penalty: 5209.860840
	Iteration 44Q: 3 clusters Score -4450695 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4450694.500000 Penalty: 5209.860840
	Iteration 45Q: 3 clusters Score -4450694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4450715.000000 Penalty: 5209.860840
	Iteration 46Q: 3 clusters Score -4450715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -4450748.500000 Penalty: 5209.860840
	Iteration 47Q: 3 clusters Score -4450748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4450757.500000 Penalty: 5209.860840
	Iteration 48Q: 3 clusters Score -4450758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4450788.500000 Penalty: 5209.860840
	Iteration 49Q: 3 clusters Score -4450788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4450793.500000 Penalty: 5209.860840
	Iteration 50Q: 3 clusters Score -4450794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4450800.000000 Penalty: 5209.860840
	Iteration 51Q: 3 clusters Score -4450800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4450807.500000 Penalty: 5209.860840
	Iteration 52Q: 3 clusters Score -4450808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4450824.000000 Penalty: 5209.860840
	Iteration 53Q: 3 clusters Score -4450824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4450839.000000 Penalty: 5209.860840
	Iteration 54Q: 3 clusters Score -4450839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4450867.000000 Penalty: 5209.860840
	Iteration 55Q: 3 clusters Score -4450867 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4450877.500000 Penalty: 5209.860840
	Iteration 56Q: 3 clusters Score -4450878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4450878.000000 Penalty: 5209.860840
	Iteration 57Q: 3 clusters Score -4450878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4450886.000000 Penalty: 5209.860840
	Iteration 58Q: 3 clusters Score -4450886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4450896.500000 Penalty: 5209.860840
	Iteration 59Q: 3 clusters Score -4450896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4450921.500000 Penalty: 5209.860840
	Iteration 60F: 3 clusters Score -4450922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4450944.000000 Penalty: 5209.860840
	Iteration 61Q: 3 clusters Score -4450944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4450954.000000 Penalty: 5209.860840
	Iteration 62Q: 3 clusters Score -4450954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4450971.000000 Penalty: 5209.860840
	Iteration 63Q: 3 clusters Score -4450971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -4450975.000000 Penalty: 5209.860840
	Iteration 64Q: 3 clusters Score -4450975 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4450982.500000 Penalty: 5209.860840
	Iteration 65Q: 3 clusters Score -4450982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4450996.000000 Penalty: 5209.860840
	Iteration 66Q: 3 clusters Score -4450996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4451019.500000 Penalty: 5209.860840
	Iteration 67Q: 3 clusters Score -4451020 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4451050.000000 Penalty: 5209.860840
	Iteration 68Q: 3 clusters Score -4451050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4451063.000000 Penalty: 5209.860840
	Iteration 69Q: 3 clusters Score -4451063 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4451066.500000 Penalty: 5209.860840
	Iteration 70Q: 3 clusters Score -4451066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4451092.000000 Penalty: 5209.860840
	Iteration 71Q: 3 clusters Score -4451092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4451099.500000 Penalty: 5209.860840
	Iteration 72Q: 3 clusters Score -4451100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4451115.500000 Penalty: 5209.860840
	Iteration 73Q: 3 clusters Score -4451116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4451123.500000 Penalty: 5209.860840
	Iteration 74Q: 3 clusters Score -4451124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4451129.500000 Penalty: 5209.860840
	Iteration 75Q: 3 clusters Score -4451130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4451125.500000 Penalty: 5209.860840
	Iteration 76Q: 3 clusters Score -4451126 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -4451145.000000 Penalty: 5209.860840
	Iteration 77Q: 3 clusters Score -4451145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4451150.500000 Penalty: 5209.860840
	Iteration 78Q: 3 clusters Score -4451150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -4451172.000000 Penalty: 5209.860840
	Iteration 79Q: 3 clusters Score -4451172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4451173.500000 Penalty: 5209.860840
	Iteration 80F: 3 clusters Score -4451174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4451184.000000 Penalty: 5209.860840
	Iteration 81Q: 3 clusters Score -4451184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4451193.500000 Penalty: 5209.860840
	Iteration 82Q: 3 clusters Score -4451194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -4451213.500000 Penalty: 5209.860840
	Iteration 83Q: 3 clusters Score -4451214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -4451235.000000 Penalty: 5209.860840
	Iteration 84Q: 3 clusters Score -4451235 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4451238.500000 Penalty: 5209.860840
	Iteration 85Q: 3 clusters Score -4451238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4451248.500000 Penalty: 5209.860840
	Iteration 86Q: 3 clusters Score -4451248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4451258.500000 Penalty: 5209.860840
	Iteration 87Q: 3 clusters Score -4451258 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4451265.500000 Penalty: 5209.860840
	Iteration 88Q: 3 clusters Score -4451266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4451274.500000 Penalty: 5209.860840
	Iteration 89Q: 3 clusters Score -4451274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4451301.000000 Penalty: 5209.860840
	Iteration 90Q: 3 clusters Score -4451301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4451315.000000 Penalty: 5209.860840
	Iteration 91Q: 3 clusters Score -4451315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4451319.000000 Penalty: 5209.860840
	Iteration 92Q: 3 clusters Score -4451319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4451325.500000 Penalty: 5209.860840
	Iteration 93Q: 3 clusters Score -4451326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4451326.000000 Penalty: 5209.860840
	Iteration 94Q: 3 clusters Score -4451326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4451341.000000 Penalty: 5209.860840
	Iteration 95Q: 3 clusters Score -4451341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4451342.500000 Penalty: 5209.860840
	Iteration 96Q: 3 clusters Score -4451342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4451346.000000 Penalty: 5209.860840
	Iteration 97Q: 3 clusters Score -4451346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4451344.000000 Penalty: 5209.860840
	Iteration 98Q: 3 clusters Score -4451344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4451345.500000 Penalty: 5209.860840
	Iteration 99Q: 3 clusters Score -4451346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4451344.500000 Penalty: 5209.860840
	Iteration 100F: 3 clusters Score -4451344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4451354.000000 Penalty: 5209.860840
	Iteration 101Q: 3 clusters Score -4451354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4451356.500000 Penalty: 5209.860840
	Iteration 102Q: 3 clusters Score -4451356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4451356.500000 Penalty: 5209.860840
	Iteration 103Q: 3 clusters Score -4451356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4451364.500000 Penalty: 5209.860840
	Iteration 104Q: 3 clusters Score -4451364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4451362.000000 Penalty: 5209.860840
	Iteration 105Q: 3 clusters Score -4451362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4451358.500000 Penalty: 5209.860840
	Iteration 106Q: 3 clusters Score -4451358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4451360.500000 Penalty: 5209.860840
	Iteration 107Q: 3 clusters Score -4451360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -4451365.000000 Penalty: 5209.860840
	Iteration 108Q: 3 clusters Score -4451365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4451372.000000 Penalty: 5209.860840
	Iteration 109Q: 3 clusters Score -4451372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4451378.000000 Penalty: 5209.860840
	Iteration 110Q: 3 clusters Score -4451378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4451373.500000 Penalty: 5209.860840
	Iteration 111Q: 3 clusters Score -4451374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4451386.500000 Penalty: 5209.860840
	Iteration 112Q: 3 clusters Score -4451386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4451390.000000 Penalty: 5209.860840
	Iteration 113Q: 3 clusters Score -4451390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4451392.500000 Penalty: 5209.860840
	Iteration 114Q: 3 clusters Score -4451392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -4451384.500000 Penalty: 5209.860840
	Iteration 115Q: 3 clusters Score -4451384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4451391.500000 Penalty: 5209.860840
	Iteration 116Q: 3 clusters Score -4451392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4451389.500000 Penalty: 5209.860840
	Iteration 117Q: 3 clusters Score -4451390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -4451383.000000 Penalty: 5209.860840
	Iteration 118Q: 3 clusters Score -4451383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4451390.000000 Penalty: 5209.860840
	Iteration 119Q: 3 clusters Score -4451390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4451395.000000 Penalty: 5209.860840
	Iteration 120F: 3 clusters Score -4451395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4451399.000000 Penalty: 5209.860840
	Iteration 121Q: 3 clusters Score -4451399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4451393.500000 Penalty: 5209.860840
	Iteration 122Q: 3 clusters Score -4451394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4451388.000000 Penalty: 5209.860840
	Iteration 123Q: 3 clusters Score -4451388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4451390.000000 Penalty: 5209.860840
	Iteration 124Q: 3 clusters Score -4451390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4451386.500000 Penalty: 5209.860840
	Iteration 125Q: 3 clusters Score -4451386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4451393.000000 Penalty: 5209.860840
	Iteration 126Q: 3 clusters Score -4451393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4451399.500000 Penalty: 5209.860840
	Iteration 127Q: 3 clusters Score -4451400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -4451398.500000 Penalty: 5209.860840
	Iteration 128Q: 3 clusters Score -4451398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4451411.500000 Penalty: 5209.860840
	Iteration 129Q: 3 clusters Score -4451412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4451411.000000 Penalty: 5209.860840
	Iteration 130Q: 3 clusters Score -4451411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4451411.500000 Penalty: 5209.860840
	Iteration 131Q: 3 clusters Score -4451412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4451401.000000 Penalty: 5209.860840
	Iteration 132Q: 3 clusters Score -4451401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -4451409.000000 Penalty: 5209.860840
	Iteration 133Q: 3 clusters Score -4451409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4451412.000000 Penalty: 5209.860840
	Iteration 134Q: 3 clusters Score -4451412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -4451405.500000 Penalty: 5209.860840
	Iteration 135Q: 3 clusters Score -4451406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4451403.000000 Penalty: 5209.860840
	Iteration 136Q: 3 clusters Score -4451403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4451408.500000 Penalty: 5209.860840
	Iteration 137Q: 3 clusters Score -4451408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4451403.500000 Penalty: 5209.860840
	Iteration 138Q: 3 clusters Score -4451404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4451408.000000 Penalty: 5209.860840
	Iteration 139Q: 3 clusters Score -4451408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -4451403.000000 Penalty: 5209.860840
	Iteration 140F: 3 clusters Score -4451403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4451405.000000 Penalty: 5209.860840
	Iteration 141Q: 3 clusters Score -4451405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4451410.000000 Penalty: 5209.860840
	Iteration 142Q: 3 clusters Score -4451410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4451410.000000 Penalty: 5209.860840
	Iteration 143F: 3 clusters Score -4451410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 181176 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 21982 members 
Mstep: Class 19 contains 200457 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 113544 members 
Mstep: Class 22 contains 15425 members 
Entering Unmasked Estep 
Score: -124176584.000000 Penalty: 75568.484375
Splitting cluster 11 changes total score from -124151560.000000 to -124176584.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (30578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Entering Unmasked Estep 
Score: -3752274.000000 Penalty: 2561.353027
	Iteration 0F: 2 clusters Score -3752274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3731284.250000 Penalty: 5122.706055
	Iteration 0F: 3 clusters Score -3731284 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3739049.250000 Penalty: 5122.706055
	Iteration 1F: 3 clusters Score -3739049 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3739765.750000 Penalty: 5122.706055
	Iteration 2F: 3 clusters Score -3739766 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3740487.000000 Penalty: 5122.706055
	Iteration 3F: 3 clusters Score -3740487 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3741405.500000 Penalty: 5122.706055
	Iteration 4F: 3 clusters Score -3741406 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3742385.500000 Penalty: 5122.706055
	Iteration 5F: 3 clusters Score -3742386 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3743473.750000 Penalty: 5122.706055
	Iteration 6F: 3 clusters Score -3743474 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3744511.500000 Penalty: 5122.706055
	Iteration 7F: 3 clusters Score -3744512 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3745443.000000 Penalty: 5122.706055
	Iteration 8F: 3 clusters Score -3745443 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3746261.500000 Penalty: 5122.706055
	Iteration 9Q: 3 clusters Score -3746262 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3747050.500000 Penalty: 5122.706055
	Iteration 10Q: 3 clusters Score -3747050 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3747676.250000 Penalty: 5122.706055
	Iteration 11Q: 3 clusters Score -3747676 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3748250.250000 Penalty: 5122.706055
	Iteration 12Q: 3 clusters Score -3748250 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3748744.750000 Penalty: 5122.706055
	Iteration 13Q: 3 clusters Score -3748745 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3749127.750000 Penalty: 5122.706055
	Iteration 14Q: 3 clusters Score -3749128 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3749412.500000 Penalty: 5122.706055
	Iteration 15Q: 3 clusters Score -3749412 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3749657.000000 Penalty: 5122.706055
	Iteration 16Q: 3 clusters Score -3749657 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3749822.000000 Penalty: 5122.706055
	Iteration 17Q: 3 clusters Score -3749822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3749989.500000 Penalty: 5122.706055
	Iteration 18Q: 3 clusters Score -3749990 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3750110.750000 Penalty: 5122.706055
	Iteration 19Q: 3 clusters Score -3750111 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3750179.500000 Penalty: 5122.706055
	Iteration 20F: 3 clusters Score -3750180 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3750232.750000 Penalty: 5122.706055
	Iteration 21Q: 3 clusters Score -3750233 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3750300.000000 Penalty: 5122.706055
	Iteration 22Q: 3 clusters Score -3750300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3750359.250000 Penalty: 5122.706055
	Iteration 23Q: 3 clusters Score -3750359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3750389.000000 Penalty: 5122.706055
	Iteration 24Q: 3 clusters Score -3750389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3750420.750000 Penalty: 5122.706055
	Iteration 25Q: 3 clusters Score -3750421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3750439.750000 Penalty: 5122.706055
	Iteration 26Q: 3 clusters Score -3750440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3750459.500000 Penalty: 5122.706055
	Iteration 27Q: 3 clusters Score -3750460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3750477.500000 Penalty: 5122.706055
	Iteration 28Q: 3 clusters Score -3750478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3750485.250000 Penalty: 5122.706055
	Iteration 29Q: 3 clusters Score -3750485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3750485.750000 Penalty: 5122.706055
	Iteration 30Q: 3 clusters Score -3750486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3750486.250000 Penalty: 5122.706055
	Iteration 31Q: 3 clusters Score -3750486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3750490.500000 Penalty: 5122.706055
	Iteration 32Q: 3 clusters Score -3750490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3750499.000000 Penalty: 5122.706055
	Iteration 33Q: 3 clusters Score -3750499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3750510.250000 Penalty: 5122.706055
	Iteration 34Q: 3 clusters Score -3750510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3750513.000000 Penalty: 5122.706055
	Iteration 35Q: 3 clusters Score -3750513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3750520.000000 Penalty: 5122.706055
	Iteration 36Q: 3 clusters Score -3750520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3750523.750000 Penalty: 5122.706055
	Iteration 37Q: 3 clusters Score -3750524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3750531.250000 Penalty: 5122.706055
	Iteration 38Q: 3 clusters Score -3750531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3750529.000000 Penalty: 5122.706055
	Iteration 39Q: 3 clusters Score -3750529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3750530.250000 Penalty: 5122.706055
	Iteration 40F: 3 clusters Score -3750530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3750530.000000 Penalty: 5122.706055
	Iteration 41Q: 3 clusters Score -3750530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3750534.750000 Penalty: 5122.706055
	Iteration 42Q: 3 clusters Score -3750535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3750540.500000 Penalty: 5122.706055
	Iteration 43Q: 3 clusters Score -3750540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3750538.250000 Penalty: 5122.706055
	Iteration 44Q: 3 clusters Score -3750538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3750537.250000 Penalty: 5122.706055
	Iteration 45Q: 3 clusters Score -3750537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3750537.250000 Penalty: 5122.706055
	Iteration 46F: 3 clusters Score -3750537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -699409.500000 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -699409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -694292.500000 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -694292.5 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -695786.500000 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -695786.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -696225.625000 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -696225.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -696618.250000 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -696618.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -696989.812500 Penalty: 4310.808594
	Iteration 4F: 3 clusters Score -696989.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -697298.062500 Penalty: 4310.808594
	Iteration 5F: 3 clusters Score -697298.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -697552.750000 Penalty: 4310.808594
	Iteration 6F: 3 clusters Score -697552.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -697716.500000 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -697716.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -697815.937500 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -697815.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -697887.187500 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -697887.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -697918.250000 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -697918.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -697948.625000 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -697948.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -697975.500000 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -697975.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -697990.875000 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -697990.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -698001.000000 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -698001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -698011.187500 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -698011.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -698022.375000 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -698022.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -698034.312500 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -698034.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -698042.125000 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -698042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -698048.875000 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -698048.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -698052.125000 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -698052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -698053.562500 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -698053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -698055.562500 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -698055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -698057.500000 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -698057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -698060.500000 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -698060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -698062.812500 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -698062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -698068.250000 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -698068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -698072.000000 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -698072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -698074.625000 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -698074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -698082.062500 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -698082.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -698084.937500 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -698084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -698086.625000 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -698086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -698088.687500 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -698088.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -698091.875000 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -698091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -698091.687500 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -698091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -698093.625000 Penalty: 4310.808594
	Iteration 35Q: 3 clusters Score -698093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -698095.187500 Penalty: 4310.808594
	Iteration 36Q: 3 clusters Score -698095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -698096.062500 Penalty: 4310.808594
	Iteration 37Q: 3 clusters Score -698096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -698097.687500 Penalty: 4310.808594
	Iteration 38Q: 3 clusters Score -698097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -698098.062500 Penalty: 4310.808594
	Iteration 39Q: 3 clusters Score -698098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -698100.812500 Penalty: 4310.808594
	Iteration 40F: 3 clusters Score -698100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -698102.312500 Penalty: 4310.808594
	Iteration 41Q: 3 clusters Score -698102.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -698108.437500 Penalty: 4310.808594
	Iteration 42Q: 3 clusters Score -698108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -698110.875000 Penalty: 4310.808594
	Iteration 43Q: 3 clusters Score -698110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -698111.937500 Penalty: 4310.808594
	Iteration 44Q: 3 clusters Score -698111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -698114.312500 Penalty: 4310.808594
	Iteration 45Q: 3 clusters Score -698114.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -698114.625000 Penalty: 4310.808594
	Iteration 46Q: 3 clusters Score -698114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -698115.312500 Penalty: 4310.808594
	Iteration 47Q: 3 clusters Score -698115.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -698115.312500 Penalty: 4310.808594
	Iteration 48F: 3 clusters Score -698115.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Entering Unmasked Estep 
Score: -4379817.500000 Penalty: 2603.764160
	Iteration 0F: 2 clusters Score -4379818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4355009.500000 Penalty: 5207.528320
	Iteration 0F: 3 clusters Score -4355010 nChanged 16696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4364508.500000 Penalty: 5207.528320
	Iteration 1F: 3 clusters Score -4364508 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4365756.000000 Penalty: 5207.528320
	Iteration 2F: 3 clusters Score -4365756 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4367556.000000 Penalty: 5207.528320
	Iteration 3F: 3 clusters Score -4367556 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -4369509.500000 Penalty: 5207.528320
	Iteration 4F: 3 clusters Score -4369510 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4371384.000000 Penalty: 5207.528320
	Iteration 5F: 3 clusters Score -4371384 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4373011.500000 Penalty: 5207.528320
	Iteration 6F: 3 clusters Score -4373012 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4374510.000000 Penalty: 5207.528320
	Iteration 7F: 3 clusters Score -4374510 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4375867.000000 Penalty: 5207.528320
	Iteration 8Q: 3 clusters Score -4375867 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4376937.000000 Penalty: 5207.528320
	Iteration 9Q: 3 clusters Score -4376937 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4377775.500000 Penalty: 5207.528320
	Iteration 10Q: 3 clusters Score -4377776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4378310.500000 Penalty: 5207.528320
	Iteration 11Q: 3 clusters Score -4378310 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4378630.000000 Penalty: 5207.528320
	Iteration 12Q: 3 clusters Score -4378630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4378843.000000 Penalty: 5207.528320
	Iteration 13Q: 3 clusters Score -4378843 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4378985.500000 Penalty: 5207.528320
	Iteration 14Q: 3 clusters Score -4378986 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4379082.000000 Penalty: 5207.528320
	Iteration 15Q: 3 clusters Score -4379082 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4379174.500000 Penalty: 5207.528320
	Iteration 16Q: 3 clusters Score -4379174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4379241.500000 Penalty: 5207.528320
	Iteration 17Q: 3 clusters Score -4379242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4379276.500000 Penalty: 5207.528320
	Iteration 18Q: 3 clusters Score -4379276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4379323.500000 Penalty: 5207.528320
	Iteration 19Q: 3 clusters Score -4379324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4379365.500000 Penalty: 5207.528320
	Iteration 20F: 3 clusters Score -4379366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4379399.500000 Penalty: 5207.528320
	Iteration 21Q: 3 clusters Score -4379400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4379441.000000 Penalty: 5207.528320
	Iteration 22Q: 3 clusters Score -4379441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4379478.000000 Penalty: 5207.528320
	Iteration 23Q: 3 clusters Score -4379478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4379512.500000 Penalty: 5207.528320
	Iteration 24Q: 3 clusters Score -4379512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4379535.000000 Penalty: 5207.528320
	Iteration 25Q: 3 clusters Score -4379535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4379549.500000 Penalty: 5207.528320
	Iteration 26Q: 3 clusters Score -4379550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4379550.500000 Penalty: 5207.528320
	Iteration 27Q: 3 clusters Score -4379550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4379558.500000 Penalty: 5207.528320
	Iteration 28Q: 3 clusters Score -4379558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4379558.500000 Penalty: 5207.528320
	Iteration 29Q: 3 clusters Score -4379558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4379568.000000 Penalty: 5207.528320
	Iteration 30Q: 3 clusters Score -4379568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4379573.500000 Penalty: 5207.528320
	Iteration 31Q: 3 clusters Score -4379574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4379582.500000 Penalty: 5207.528320
	Iteration 32Q: 3 clusters Score -4379582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4379582.500000 Penalty: 5207.528320
	Iteration 33Q: 3 clusters Score -4379582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4379588.000000 Penalty: 5207.528320
	Iteration 34Q: 3 clusters Score -4379588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4379593.500000 Penalty: 5207.528320
	Iteration 35Q: 3 clusters Score -4379594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4379596.500000 Penalty: 5207.528320
	Iteration 36Q: 3 clusters Score -4379596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4379593.500000 Penalty: 5207.528320
	Iteration 37Q: 3 clusters Score -4379594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4379593.500000 Penalty: 5207.528320
	Iteration 38Q: 3 clusters Score -4379594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4379597.500000 Penalty: 5207.528320
	Iteration 39Q: 3 clusters Score -4379598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4379597.500000 Penalty: 5207.528320
	Iteration 40F: 3 clusters Score -4379598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Entering Unmasked Estep 
Score: -4486190.000000 Penalty: 2614.610840
	Iteration 0F: 2 clusters Score -4486190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4460301.000000 Penalty: 5229.221680
	Iteration 0F: 3 clusters Score -4460301 nChanged 17441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4469996.000000 Penalty: 5229.221680
	Iteration 1F: 3 clusters Score -4469996 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4470698.000000 Penalty: 5229.221680
	Iteration 2Q: 3 clusters Score -4470698 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4471459.500000 Penalty: 5229.221680
	Iteration 3Q: 3 clusters Score -4471460 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4472314.500000 Penalty: 5229.221680
	Iteration 4Q: 3 clusters Score -4472314 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4473250.000000 Penalty: 5229.221680
	Iteration 5Q: 3 clusters Score -4473250 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -4474383.500000 Penalty: 5229.221680
	Iteration 6F: 3 clusters Score -4474384 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -4475794.000000 Penalty: 5229.221680
	Iteration 7F: 3 clusters Score -4475794 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4477322.500000 Penalty: 5229.221680
	Iteration 8F: 3 clusters Score -4477322 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4478851.500000 Penalty: 5229.221680
	Iteration 9F: 3 clusters Score -4478852 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4480310.500000 Penalty: 5229.221680
	Iteration 10Q: 3 clusters Score -4480310 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4481503.500000 Penalty: 5229.221680
	Iteration 11Q: 3 clusters Score -4481504 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -4482406.500000 Penalty: 5229.221680
	Iteration 12Q: 3 clusters Score -4482406 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4482951.500000 Penalty: 5229.221680
	Iteration 13Q: 3 clusters Score -4482952 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4483313.500000 Penalty: 5229.221680
	Iteration 14Q: 3 clusters Score -4483314 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4483549.500000 Penalty: 5229.221680
	Iteration 15Q: 3 clusters Score -4483550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4483673.000000 Penalty: 5229.221680
	Iteration 16Q: 3 clusters Score -4483673 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -4483751.500000 Penalty: 5229.221680
	Iteration 17Q: 3 clusters Score -4483752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4483805.000000 Penalty: 5229.221680
	Iteration 18Q: 3 clusters Score -4483805 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4483851.500000 Penalty: 5229.221680
	Iteration 19Q: 3 clusters Score -4483852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4483893.000000 Penalty: 5229.221680
	Iteration 20F: 3 clusters Score -4483893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4483916.000000 Penalty: 5229.221680
	Iteration 21Q: 3 clusters Score -4483916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4483920.500000 Penalty: 5229.221680
	Iteration 22Q: 3 clusters Score -4483920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -4483940.000000 Penalty: 5229.221680
	Iteration 23Q: 3 clusters Score -4483940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4483950.000000 Penalty: 5229.221680
	Iteration 24Q: 3 clusters Score -4483950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -4483950.000000 Penalty: 5229.221680
	Iteration 25Q: 3 clusters Score -4483950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4483954.500000 Penalty: 5229.221680
	Iteration 26Q: 3 clusters Score -4483954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -4483962.500000 Penalty: 5229.221680
	Iteration 27Q: 3 clusters Score -4483962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -4483971.000000 Penalty: 5229.221680
	Iteration 28Q: 3 clusters Score -4483971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -4483978.000000 Penalty: 5229.221680
	Iteration 29Q: 3 clusters Score -4483978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -4483977.500000 Penalty: 5229.221680
	Iteration 30Q: 3 clusters Score -4483978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -4483980.000000 Penalty: 5229.221680
	Iteration 31Q: 3 clusters Score -4483980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4483979.000000 Penalty: 5229.221680
	Iteration 32Q: 3 clusters Score -4483979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4483983.500000 Penalty: 5229.221680
	Iteration 33Q: 3 clusters Score -4483984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -4483986.000000 Penalty: 5229.221680
	Iteration 34Q: 3 clusters Score -4483986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4483985.000000 Penalty: 5229.221680
	Iteration 35Q: 3 clusters Score -4483985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4483987.500000 Penalty: 5229.221680
	Iteration 36Q: 3 clusters Score -4483988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4483991.000000 Penalty: 5229.221680
	Iteration 37Q: 3 clusters Score -4483991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4483996.000000 Penalty: 5229.221680
	Iteration 38Q: 3 clusters Score -4483996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4483998.500000 Penalty: 5229.221680
	Iteration 39Q: 3 clusters Score -4483998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4484002.500000 Penalty: 5229.221680
	Iteration 40F: 3 clusters Score -4484002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4484001.500000 Penalty: 5229.221680
	Iteration 41Q: 3 clusters Score -4484002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4484002.000000 Penalty: 5229.221680
	Iteration 42Q: 3 clusters Score -4484002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4484001.500000 Penalty: 5229.221680
	Iteration 43Q: 3 clusters Score -4484002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4484004.000000 Penalty: 5229.221680
	Iteration 44Q: 3 clusters Score -4484004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4484008.500000 Penalty: 5229.221680
	Iteration 45Q: 3 clusters Score -4484008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4484010.000000 Penalty: 5229.221680
	Iteration 46Q: 3 clusters Score -4484010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4484009.000000 Penalty: 5229.221680
	Iteration 47Q: 3 clusters Score -4484009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4484009.500000 Penalty: 5229.221680
	Iteration 48Q: 3 clusters Score -4484010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4484009.500000 Penalty: 5229.221680
	Iteration 49F: 3 clusters Score -4484010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Entering Unmasked Estep 
Score: -686637.812500 Penalty: 2159.086426
	Iteration 0F: 2 clusters Score -686637.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -681458.437500 Penalty: 4318.172852
	Iteration 0F: 3 clusters Score -681458.4 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -683105.187500 Penalty: 4318.172852
	Iteration 1F: 3 clusters Score -683105.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -683539.500000 Penalty: 4318.172852
	Iteration 2F: 3 clusters Score -683539.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -683857.250000 Penalty: 4318.172852
	Iteration 3F: 3 clusters Score -683857.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -684106.312500 Penalty: 4318.172852
	Iteration 4F: 3 clusters Score -684106.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -684297.625000 Penalty: 4318.172852
	Iteration 5Q: 3 clusters Score -684297.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -684425.187500 Penalty: 4318.172852
	Iteration 6Q: 3 clusters Score -684425.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -684507.062500 Penalty: 4318.172852
	Iteration 7Q: 3 clusters Score -684507.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -684568.250000 Penalty: 4318.172852
	Iteration 8Q: 3 clusters Score -684568.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -684603.000000 Penalty: 4318.172852
	Iteration 9Q: 3 clusters Score -684603 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -684633.375000 Penalty: 4318.172852
	Iteration 10Q: 3 clusters Score -684633.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -684657.875000 Penalty: 4318.172852
	Iteration 11Q: 3 clusters Score -684657.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -684672.812500 Penalty: 4318.172852
	Iteration 12Q: 3 clusters Score -684672.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -684692.125000 Penalty: 4318.172852
	Iteration 13Q: 3 clusters Score -684692.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -684708.812500 Penalty: 4318.172852
	Iteration 14Q: 3 clusters Score -684708.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -684725.000000 Penalty: 4318.172852
	Iteration 15Q: 3 clusters Score -684725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -684742.750000 Penalty: 4318.172852
	Iteration 16Q: 3 clusters Score -684742.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -684758.312500 Penalty: 4318.172852
	Iteration 17Q: 3 clusters Score -684758.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -684768.875000 Penalty: 4318.172852
	Iteration 18Q: 3 clusters Score -684768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -684776.750000 Penalty: 4318.172852
	Iteration 19Q: 3 clusters Score -684776.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -684783.500000 Penalty: 4318.172852
	Iteration 20F: 3 clusters Score -684783.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -684790.625000 Penalty: 4318.172852
	Iteration 21Q: 3 clusters Score -684790.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -684797.875000 Penalty: 4318.172852
	Iteration 22Q: 3 clusters Score -684797.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -684803.375000 Penalty: 4318.172852
	Iteration 23Q: 3 clusters Score -684803.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -684809.937500 Penalty: 4318.172852
	Iteration 24Q: 3 clusters Score -684809.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -684812.812500 Penalty: 4318.172852
	Iteration 25Q: 3 clusters Score -684812.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -684818.625000 Penalty: 4318.172852
	Iteration 26Q: 3 clusters Score -684818.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -684826.812500 Penalty: 4318.172852
	Iteration 27Q: 3 clusters Score -684826.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -684833.437500 Penalty: 4318.172852
	Iteration 28Q: 3 clusters Score -684833.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -684840.625000 Penalty: 4318.172852
	Iteration 29Q: 3 clusters Score -684840.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -684844.062500 Penalty: 4318.172852
	Iteration 30Q: 3 clusters Score -684844.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -684850.875000 Penalty: 4318.172852
	Iteration 31Q: 3 clusters Score -684850.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -684855.437500 Penalty: 4318.172852
	Iteration 32Q: 3 clusters Score -684855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -684858.687500 Penalty: 4318.172852
	Iteration 33Q: 3 clusters Score -684858.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -684863.062500 Penalty: 4318.172852
	Iteration 34Q: 3 clusters Score -684863.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -684867.812500 Penalty: 4318.172852
	Iteration 35Q: 3 clusters Score -684867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -684872.562500 Penalty: 4318.172852
	Iteration 36Q: 3 clusters Score -684872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -684873.625000 Penalty: 4318.172852
	Iteration 37Q: 3 clusters Score -684873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -684875.437500 Penalty: 4318.172852
	Iteration 38Q: 3 clusters Score -684875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -684876.125000 Penalty: 4318.172852
	Iteration 39Q: 3 clusters Score -684876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -684877.000000 Penalty: 4318.172852
	Iteration 40F: 3 clusters Score -684877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -684879.312500 Penalty: 4318.172852
	Iteration 41Q: 3 clusters Score -684879.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -684882.812500 Penalty: 4318.172852
	Iteration 42Q: 3 clusters Score -684882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -684885.687500 Penalty: 4318.172852
	Iteration 43Q: 3 clusters Score -684885.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -684888.562500 Penalty: 4318.172852
	Iteration 44Q: 3 clusters Score -684888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -684891.437500 Penalty: 4318.172852
	Iteration 45Q: 3 clusters Score -684891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -684892.625000 Penalty: 4318.172852
	Iteration 46Q: 3 clusters Score -684892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -684894.062500 Penalty: 4318.172852
	Iteration 47Q: 3 clusters Score -684894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -684895.000000 Penalty: 4318.172852
	Iteration 48Q: 3 clusters Score -684895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -684896.875000 Penalty: 4318.172852
	Iteration 49Q: 3 clusters Score -684896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -684898.437500 Penalty: 4318.172852
	Iteration 50Q: 3 clusters Score -684898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -684898.687500 Penalty: 4318.172852
	Iteration 51Q: 3 clusters Score -684898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -684898.062500 Penalty: 4318.172852
	Iteration 52Q: 3 clusters Score -684898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -684901.375000 Penalty: 4318.172852
	Iteration 53Q: 3 clusters Score -684901.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -684900.750000 Penalty: 4318.172852
	Iteration 54Q: 3 clusters Score -684900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -684904.500000 Penalty: 4318.172852
	Iteration 55Q: 3 clusters Score -684904.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -684908.375000 Penalty: 4318.172852
	Iteration 56Q: 3 clusters Score -684908.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -684912.625000 Penalty: 4318.172852
	Iteration 57Q: 3 clusters Score -684912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -684914.187500 Penalty: 4318.172852
	Iteration 58Q: 3 clusters Score -684914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -684915.062500 Penalty: 4318.172852
	Iteration 59Q: 3 clusters Score -684915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -684917.000000 Penalty: 4318.172852
	Iteration 60F: 3 clusters Score -684917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -684920.250000 Penalty: 4318.172852
	Iteration 61Q: 3 clusters Score -684920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -684920.125000 Penalty: 4318.172852
	Iteration 62Q: 3 clusters Score -684920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -684920.437500 Penalty: 4318.172852
	Iteration 63Q: 3 clusters Score -684920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -684922.062500 Penalty: 4318.172852
	Iteration 64Q: 3 clusters Score -684922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -684921.062500 Penalty: 4318.172852
	Iteration 65Q: 3 clusters Score -684921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -684921.187500 Penalty: 4318.172852
	Iteration 66Q: 3 clusters Score -684921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -684922.562500 Penalty: 4318.172852
	Iteration 67Q: 3 clusters Score -684922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -684922.625000 Penalty: 4318.172852
	Iteration 68Q: 3 clusters Score -684922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -684922.625000 Penalty: 4318.172852
	Iteration 69F: 3 clusters Score -684922.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Entering Unmasked Estep 
Score: -2965978.250000 Penalty: 2520.653809
	Iteration 0F: 2 clusters Score -2965978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2948154.750000 Penalty: 5041.307617
	Iteration 0F: 3 clusters Score -2948155 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2954883.000000 Penalty: 5041.307617
	Iteration 1F: 3 clusters Score -2954883 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2955599.000000 Penalty: 5041.307617
	Iteration 2F: 3 clusters Score -2955599 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2956298.750000 Penalty: 5041.307617
	Iteration 3F: 3 clusters Score -2956299 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2957005.500000 Penalty: 5041.307617
	Iteration 4F: 3 clusters Score -2957006 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2957703.750000 Penalty: 5041.307617
	Iteration 5F: 3 clusters Score -2957704 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2958504.000000 Penalty: 5041.307617
	Iteration 6F: 3 clusters Score -2958504 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2959378.250000 Penalty: 5041.307617
	Iteration 7F: 3 clusters Score -2959378 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2960358.750000 Penalty: 5041.307617
	Iteration 8F: 3 clusters Score -2960359 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2961314.750000 Penalty: 5041.307617
	Iteration 9F: 3 clusters Score -2961315 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2962090.000000 Penalty: 5041.307617
	Iteration 10Q: 3 clusters Score -2962090 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2962690.000000 Penalty: 5041.307617
	Iteration 11Q: 3 clusters Score -2962690 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2963193.750000 Penalty: 5041.307617
	Iteration 12Q: 3 clusters Score -2963194 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2963507.750000 Penalty: 5041.307617
	Iteration 13Q: 3 clusters Score -2963508 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2963792.000000 Penalty: 5041.307617
	Iteration 14Q: 3 clusters Score -2963792 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2964039.000000 Penalty: 5041.307617
	Iteration 15Q: 3 clusters Score -2964039 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2964205.500000 Penalty: 5041.307617
	Iteration 16Q: 3 clusters Score -2964206 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2964339.000000 Penalty: 5041.307617
	Iteration 17Q: 3 clusters Score -2964339 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2964439.750000 Penalty: 5041.307617
	Iteration 18Q: 3 clusters Score -2964440 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2964536.500000 Penalty: 5041.307617
	Iteration 19Q: 3 clusters Score -2964536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2964582.500000 Penalty: 5041.307617
	Iteration 20F: 3 clusters Score -2964582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2964606.250000 Penalty: 5041.307617
	Iteration 21Q: 3 clusters Score -2964606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2964634.750000 Penalty: 5041.307617
	Iteration 22Q: 3 clusters Score -2964635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2964655.750000 Penalty: 5041.307617
	Iteration 23Q: 3 clusters Score -2964656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2964657.750000 Penalty: 5041.307617
	Iteration 24Q: 3 clusters Score -2964658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2964663.500000 Penalty: 5041.307617
	Iteration 25Q: 3 clusters Score -2964664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2964671.000000 Penalty: 5041.307617
	Iteration 26Q: 3 clusters Score -2964671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2964668.000000 Penalty: 5041.307617
	Iteration 27Q: 3 clusters Score -2964668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2964667.500000 Penalty: 5041.307617
	Iteration 28Q: 3 clusters Score -2964668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2964669.000000 Penalty: 5041.307617
	Iteration 29Q: 3 clusters Score -2964669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2964669.000000 Penalty: 5041.307617
	Iteration 30F: 3 clusters Score -2964669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Entering Unmasked Estep 
Score: -2670234.000000 Penalty: 2479.498779
	Iteration 0F: 2 clusters Score -2670234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2654991.750000 Penalty: 4958.997559
	Iteration 0F: 3 clusters Score -2654992 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2660134.250000 Penalty: 4958.997559
	Iteration 1F: 3 clusters Score -2660134 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2660851.250000 Penalty: 4958.997559
	Iteration 2F: 3 clusters Score -2660851 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2662060.500000 Penalty: 4958.997559
	Iteration 3F: 3 clusters Score -2662060 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2664146.000000 Penalty: 4958.997559
	Iteration 4F: 3 clusters Score -2664146 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2666688.250000 Penalty: 4958.997559
	Iteration 5F: 3 clusters Score -2666688 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2668565.500000 Penalty: 4958.997559
	Iteration 6F: 3 clusters Score -2668566 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2669473.500000 Penalty: 4958.997559
	Iteration 7F: 3 clusters Score -2669474 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2669840.750000 Penalty: 4958.997559
	Iteration 8Q: 3 clusters Score -2669841 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2670036.500000 Penalty: 4958.997559
	Iteration 9Q: 3 clusters Score -2670036 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2670155.500000 Penalty: 4958.997559
	Iteration 10Q: 3 clusters Score -2670156 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2670228.750000 Penalty: 4958.997559
	Iteration 11Q: 3 clusters Score -2670229 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2670284.250000 Penalty: 4958.997559
	Iteration 12Q: 3 clusters Score -2670284 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2670336.000000 Penalty: 4958.997559
	Iteration 13Q: 3 clusters Score -2670336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2670371.250000 Penalty: 4958.997559
	Iteration 14Q: 3 clusters Score -2670371 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2670406.000000 Penalty: 4958.997559
	Iteration 15Q: 3 clusters Score -2670406 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2670437.750000 Penalty: 4958.997559
	Iteration 16Q: 3 clusters Score -2670438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2670451.750000 Penalty: 4958.997559
	Iteration 17Q: 3 clusters Score -2670452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2670470.500000 Penalty: 4958.997559
	Iteration 18Q: 3 clusters Score -2670470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2670492.000000 Penalty: 4958.997559
	Iteration 19Q: 3 clusters Score -2670492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2670488.000000 Penalty: 4958.997559
	Iteration 20F: 3 clusters Score -2670488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2670502.250000 Penalty: 4958.997559
	Iteration 21Q: 3 clusters Score -2670502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2670519.250000 Penalty: 4958.997559
	Iteration 22Q: 3 clusters Score -2670519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2670528.500000 Penalty: 4958.997559
	Iteration 23Q: 3 clusters Score -2670528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2670548.500000 Penalty: 4958.997559
	Iteration 24Q: 3 clusters Score -2670548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2670543.000000 Penalty: 4958.997559
	Iteration 25Q: 3 clusters Score -2670543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2670557.750000 Penalty: 4958.997559
	Iteration 26Q: 3 clusters Score -2670558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2670556.500000 Penalty: 4958.997559
	Iteration 27Q: 3 clusters Score -2670556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2670570.250000 Penalty: 4958.997559
	Iteration 28Q: 3 clusters Score -2670570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2670570.500000 Penalty: 4958.997559
	Iteration 29Q: 3 clusters Score -2670570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2670575.750000 Penalty: 4958.997559
	Iteration 30Q: 3 clusters Score -2670576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2670577.750000 Penalty: 4958.997559
	Iteration 31Q: 3 clusters Score -2670578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2670573.500000 Penalty: 4958.997559
	Iteration 32Q: 3 clusters Score -2670574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2670577.750000 Penalty: 4958.997559
	Iteration 33Q: 3 clusters Score -2670578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2670587.000000 Penalty: 4958.997559
	Iteration 34Q: 3 clusters Score -2670587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2670596.000000 Penalty: 4958.997559
	Iteration 35Q: 3 clusters Score -2670596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2670597.500000 Penalty: 4958.997559
	Iteration 36Q: 3 clusters Score -2670598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2670598.000000 Penalty: 4958.997559
	Iteration 37Q: 3 clusters Score -2670598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2670605.500000 Penalty: 4958.997559
	Iteration 38Q: 3 clusters Score -2670606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2670607.750000 Penalty: 4958.997559
	Iteration 39Q: 3 clusters Score -2670608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2670608.000000 Penalty: 4958.997559
	Iteration 40F: 3 clusters Score -2670608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2670610.500000 Penalty: 4958.997559
	Iteration 41Q: 3 clusters Score -2670610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2670621.750000 Penalty: 4958.997559
	Iteration 42Q: 3 clusters Score -2670622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2670623.500000 Penalty: 4958.997559
	Iteration 43Q: 3 clusters Score -2670624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2670626.750000 Penalty: 4958.997559
	Iteration 44Q: 3 clusters Score -2670627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2670634.750000 Penalty: 4958.997559
	Iteration 45Q: 3 clusters Score -2670635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2670632.750000 Penalty: 4958.997559
	Iteration 46Q: 3 clusters Score -2670633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2670636.500000 Penalty: 4958.997559
	Iteration 47Q: 3 clusters Score -2670636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2670645.250000 Penalty: 4958.997559
	Iteration 48Q: 3 clusters Score -2670645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2670646.250000 Penalty: 4958.997559
	Iteration 49Q: 3 clusters Score -2670646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2670645.750000 Penalty: 4958.997559
	Iteration 50Q: 3 clusters Score -2670646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2670643.500000 Penalty: 4958.997559
	Iteration 51Q: 3 clusters Score -2670644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2670643.500000 Penalty: 4958.997559
	Iteration 52Q: 3 clusters Score -2670644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2670641.000000 Penalty: 4958.997559
	Iteration 53Q: 3 clusters Score -2670641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2670643.000000 Penalty: 4958.997559
	Iteration 54Q: 3 clusters Score -2670643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2670646.500000 Penalty: 4958.997559
	Iteration 55Q: 3 clusters Score -2670646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2670648.000000 Penalty: 4958.997559
	Iteration 56Q: 3 clusters Score -2670648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2670649.500000 Penalty: 4958.997559
	Iteration 57Q: 3 clusters Score -2670650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2670651.250000 Penalty: 4958.997559
	Iteration 58Q: 3 clusters Score -2670651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2670647.500000 Penalty: 4958.997559
	Iteration 59Q: 3 clusters Score -2670648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2670645.500000 Penalty: 4958.997559
	Iteration 60F: 3 clusters Score -2670646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2670649.250000 Penalty: 4958.997559
	Iteration 61Q: 3 clusters Score -2670649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2670649.000000 Penalty: 4958.997559
	Iteration 62Q: 3 clusters Score -2670649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2670647.500000 Penalty: 4958.997559
	Iteration 63Q: 3 clusters Score -2670648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2670645.000000 Penalty: 4958.997559
	Iteration 64Q: 3 clusters Score -2670645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2670647.500000 Penalty: 4958.997559
	Iteration 65Q: 3 clusters Score -2670648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2670647.500000 Penalty: 4958.997559
	Iteration 66F: 3 clusters Score -2670648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 181176 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 200457 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 113544 members 
Mstep: Class 22 contains 15425 members 
Mstep: Class 23 contains 19745 members 
Entering Unmasked Estep 
Score: -124176232.000000 Penalty: 79003.414062
Splitting cluster 18 changes total score from -124151560.000000 to -124176232.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (200457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200457 members 
Entering Unmasked Estep 
Score: -24899536.000000 Penalty: 3027.672119
	Iteration 0F: 2 clusters Score -2.489954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -24775350.000000 Penalty: 6055.344238
	Iteration 0F: 3 clusters Score -2.477535e+07 nChanged 96895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -24833248.000000 Penalty: 6055.344238
	Iteration 1F: 3 clusters Score -2.483325e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -24834830.000000 Penalty: 6055.344238
	Iteration 2Q: 3 clusters Score -2.483483e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -24837524.000000 Penalty: 6055.344238
	Iteration 3Q: 3 clusters Score -2.483752e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112305 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -24841398.000000 Penalty: 6055.344238
	Iteration 4Q: 3 clusters Score -2.48414e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -24848052.000000 Penalty: 6055.344238
	Iteration 5F: 3 clusters Score -2.484805e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125938 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -24857292.000000 Penalty: 6055.344238
	Iteration 6F: 3 clusters Score -2.485729e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133751 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -24867508.000000 Penalty: 6055.344238
	Iteration 7F: 3 clusters Score -2.486751e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -24876846.000000 Penalty: 6055.344238
	Iteration 8F: 3 clusters Score -2.487685e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -24883126.000000 Penalty: 6055.344238
	Iteration 9Q: 3 clusters Score -2.488313e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149576 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -24886432.000000 Penalty: 6055.344238
	Iteration 10Q: 3 clusters Score -2.488643e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -24888768.000000 Penalty: 6055.344238
	Iteration 11Q: 3 clusters Score -2.488877e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -24890490.000000 Penalty: 6055.344238
	Iteration 12Q: 3 clusters Score -2.489049e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161144 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -24891938.000000 Penalty: 6055.344238
	Iteration 13Q: 3 clusters Score -2.489194e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -24893328.000000 Penalty: 6055.344238
	Iteration 14Q: 3 clusters Score -2.489333e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -24894568.000000 Penalty: 6055.344238
	Iteration 15Q: 3 clusters Score -2.489457e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -24895146.000000 Penalty: 6055.344238
	Iteration 16Q: 3 clusters Score -2.489515e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173747 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -24895482.000000 Penalty: 6055.344238
	Iteration 17Q: 3 clusters Score -2.489548e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176255 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -24895854.000000 Penalty: 6055.344238
	Iteration 18Q: 3 clusters Score -2.489585e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -24896196.000000 Penalty: 6055.344238
	Iteration 19Q: 3 clusters Score -2.48962e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180739 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -24896466.000000 Penalty: 6055.344238
	Iteration 20F: 3 clusters Score -2.489647e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182678 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -24896702.000000 Penalty: 6055.344238
	Iteration 21Q: 3 clusters Score -2.48967e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184450 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -24896836.000000 Penalty: 6055.344238
	Iteration 22Q: 3 clusters Score -2.489684e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -24896874.000000 Penalty: 6055.344238
	Iteration 23Q: 3 clusters Score -2.489687e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -24896852.000000 Penalty: 6055.344238
	Iteration 24Q: 3 clusters Score -2.489685e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -24896992.000000 Penalty: 6055.344238
	Iteration 25Q: 3 clusters Score -2.489699e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189783 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -24897026.000000 Penalty: 6055.344238
	Iteration 26Q: 3 clusters Score -2.489703e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190761 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -24897098.000000 Penalty: 6055.344238
	Iteration 27Q: 3 clusters Score -2.48971e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191629 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -24897108.000000 Penalty: 6055.344238
	Iteration 28Q: 3 clusters Score -2.489711e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192419 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -24897038.000000 Penalty: 6055.344238
	Iteration 29Q: 3 clusters Score -2.489704e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193087 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -24897120.000000 Penalty: 6055.344238
	Iteration 30Q: 3 clusters Score -2.489712e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193642 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -24897078.000000 Penalty: 6055.344238
	Iteration 31Q: 3 clusters Score -2.489708e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194117 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -24897074.000000 Penalty: 6055.344238
	Iteration 32Q: 3 clusters Score -2.489707e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194527 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -24897068.000000 Penalty: 6055.344238
	Iteration 33Q: 3 clusters Score -2.489707e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194943 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -24897066.000000 Penalty: 6055.344238
	Iteration 34Q: 3 clusters Score -2.489707e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195307 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -24897114.000000 Penalty: 6055.344238
	Iteration 35Q: 3 clusters Score -2.489711e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195639 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -24897070.000000 Penalty: 6055.344238
	Iteration 36Q: 3 clusters Score -2.489707e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -24897176.000000 Penalty: 6055.344238
	Iteration 37Q: 3 clusters Score -2.489718e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196238 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -24897072.000000 Penalty: 6055.344238
	Iteration 38Q: 3 clusters Score -2.489707e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196499 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -24897094.000000 Penalty: 6055.344238
	Iteration 39Q: 3 clusters Score -2.489709e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196743 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -24897184.000000 Penalty: 6055.344238
	Iteration 40F: 3 clusters Score -2.489718e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196962 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -24897182.000000 Penalty: 6055.344238
	Iteration 41Q: 3 clusters Score -2.489718e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -24897212.000000 Penalty: 6055.344238
	Iteration 42Q: 3 clusters Score -2.489721e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197294 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -24897202.000000 Penalty: 6055.344238
	Iteration 43Q: 3 clusters Score -2.48972e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197443 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -24897212.000000 Penalty: 6055.344238
	Iteration 44Q: 3 clusters Score -2.489721e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197571 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -24897192.000000 Penalty: 6055.344238
	Iteration 45Q: 3 clusters Score -2.489719e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197681 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -24897230.000000 Penalty: 6055.344238
	Iteration 46Q: 3 clusters Score -2.489723e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197783 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -24897254.000000 Penalty: 6055.344238
	Iteration 47Q: 3 clusters Score -2.489725e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197892 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -24897318.000000 Penalty: 6055.344238
	Iteration 48Q: 3 clusters Score -2.489732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197977 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -24897280.000000 Penalty: 6055.344238
	Iteration 49Q: 3 clusters Score -2.489728e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198035 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -24897268.000000 Penalty: 6055.344238
	Iteration 50Q: 3 clusters Score -2.489727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198096 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24897286.000000 Penalty: 6055.344238
	Iteration 51Q: 3 clusters Score -2.489729e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198173 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24897312.000000 Penalty: 6055.344238
	Iteration 52Q: 3 clusters Score -2.489731e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -24897328.000000 Penalty: 6055.344238
	Iteration 53Q: 3 clusters Score -2.489733e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198304 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -24897364.000000 Penalty: 6055.344238
	Iteration 54Q: 3 clusters Score -2.489736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198353 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -24897380.000000 Penalty: 6055.344238
	Iteration 55Q: 3 clusters Score -2.489738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198400 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -24897404.000000 Penalty: 6055.344238
	Iteration 56Q: 3 clusters Score -2.48974e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198446 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -24897438.000000 Penalty: 6055.344238
	Iteration 57Q: 3 clusters Score -2.489744e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198490 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -24897432.000000 Penalty: 6055.344238
	Iteration 58Q: 3 clusters Score -2.489743e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198528 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -24897466.000000 Penalty: 6055.344238
	Iteration 59Q: 3 clusters Score -2.489747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198555 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -24897468.000000 Penalty: 6055.344238
	Iteration 60F: 3 clusters Score -2.489747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198574 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -24897480.000000 Penalty: 6055.344238
	Iteration 61Q: 3 clusters Score -2.489748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198596 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -24897474.000000 Penalty: 6055.344238
	Iteration 62Q: 3 clusters Score -2.489747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198616 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -24897450.000000 Penalty: 6055.344238
	Iteration 63Q: 3 clusters Score -2.489745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198630 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -24897470.000000 Penalty: 6055.344238
	Iteration 64Q: 3 clusters Score -2.489747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198640 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -24897474.000000 Penalty: 6055.344238
	Iteration 65Q: 3 clusters Score -2.489747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198655 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -24897474.000000 Penalty: 6055.344238
	Iteration 66Q: 3 clusters Score -2.489747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198662 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -24897454.000000 Penalty: 6055.344238
	Iteration 67Q: 3 clusters Score -2.489745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198672 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -24897430.000000 Penalty: 6055.344238
	Iteration 68Q: 3 clusters Score -2.489743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198684 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -24897444.000000 Penalty: 6055.344238
	Iteration 69Q: 3 clusters Score -2.489744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198694 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24897454.000000 Penalty: 6055.344238
	Iteration 70Q: 3 clusters Score -2.489745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -24897440.000000 Penalty: 6055.344238
	Iteration 71Q: 3 clusters Score -2.489744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198714 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -24897440.000000 Penalty: 6055.344238
	Iteration 72Q: 3 clusters Score -2.489744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198724 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -24897428.000000 Penalty: 6055.344238
	Iteration 73Q: 3 clusters Score -2.489743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198732 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -24897446.000000 Penalty: 6055.344238
	Iteration 74Q: 3 clusters Score -2.489745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198734 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24897470.000000 Penalty: 6055.344238
	Iteration 75Q: 3 clusters Score -2.489747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198736 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24897456.000000 Penalty: 6055.344238
	Iteration 76Q: 3 clusters Score -2.489746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198738 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -24897464.000000 Penalty: 6055.344238
	Iteration 77Q: 3 clusters Score -2.489746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198739 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -24897462.000000 Penalty: 6055.344238
	Iteration 78Q: 3 clusters Score -2.489746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198739 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -24897462.000000 Penalty: 6055.344238
	Iteration 79F: 3 clusters Score -2.489746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 177388 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 53507 members 
Mstep: Class 10 contains 181176 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 200457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124186576.000000 Penalty: 79003.414062
Iteration 39Q: 24 clusters Score -1.241866e+08 nChanged 21276
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 177725 members 
Mstep: Class 4 contains 22245 members 
Mstep: Class 5 contains 10127 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 55148 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 53793 members 
Mstep: Class 10 contains 184229 members 
Mstep: Class 11 contains 21901 members 
Mstep: Class 12 contains 30451 members 
Mstep: Class 13 contains 6036 members 
Mstep: Class 14 contains 36411 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 6112 members 
Mstep: Class 17 contains 26058 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 197592 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 111286 members 
Mstep: Class 22 contains 15010 members 
Mstep: Class 23 contains 19565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124198904.000000 Penalty: 79003.414062
Iteration 40F: 24 clusters Score -1.241989e+08 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 176444 members 
Mstep: Class 4 contains 21671 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 55215 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 50595 members 
Mstep: Class 10 contains 186710 members 
Mstep: Class 11 contains 22224 members 
Mstep: Class 12 contains 30271 members 
Mstep: Class 13 contains 5943 members 
Mstep: Class 14 contains 35587 members 
Mstep: Class 15 contains 37963 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 17 contains 25658 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 194215 members 
Mstep: Class 20 contains 979 members 
Mstep: Class 21 contains 117996 members 
Mstep: Class 22 contains 15432 members 
Mstep: Class 23 contains 19587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124204736.000000 Penalty: 79003.414062
Iteration 41Q: 24 clusters Score -1.242047e+08 nChanged 14529
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 175441 members 
Mstep: Class 4 contains 21325 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 3990 members 
Mstep: Class 7 contains 55281 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 189524 members 
Mstep: Class 11 contains 22472 members 
Mstep: Class 12 contains 30125 members 
Mstep: Class 13 contains 5943 members 
Mstep: Class 14 contains 35071 members 
Mstep: Class 15 contains 37960 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 25139 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 191021 members 
Mstep: Class 20 contains 982 members 
Mstep: Class 21 contains 123150 members 
Mstep: Class 22 contains 15804 members 
Mstep: Class 23 contains 19628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207384.000000 Penalty: 79003.414062
Iteration 42Q: 24 clusters Score -1.242074e+08 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8320 members 
Mstep: Class 3 contains 174676 members 
Mstep: Class 4 contains 21073 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 55353 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 44798 members 
Mstep: Class 10 contains 192003 members 
Mstep: Class 11 contains 22675 members 
Mstep: Class 12 contains 29999 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 34625 members 
Mstep: Class 15 contains 38017 members 
Mstep: Class 16 contains 6219 members 
Mstep: Class 17 contains 24671 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 187815 members 
Mstep: Class 20 contains 982 members 
Mstep: Class 21 contains 127970 members 
Mstep: Class 22 contains 16124 members 
Mstep: Class 23 contains 19664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209512.000000 Penalty: 79003.414062
Iteration 43Q: 24 clusters Score -1.242095e+08 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8246 members 
Mstep: Class 3 contains 174089 members 
Mstep: Class 4 contains 20904 members 
Mstep: Class 5 contains 10046 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 55418 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 42293 members 
Mstep: Class 10 contains 194102 members 
Mstep: Class 11 contains 22797 members 
Mstep: Class 12 contains 29902 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 34252 members 
Mstep: Class 15 contains 38081 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 24212 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 184646 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 132640 members 
Mstep: Class 22 contains 16368 members 
Mstep: Class 23 contains 19699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211952.000000 Penalty: 79003.414062
Iteration 44Q: 24 clusters Score -1.24212e+08 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 173641 members 
Mstep: Class 4 contains 20808 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 4168 members 
Mstep: Class 7 contains 55474 members 
Mstep: Class 8 contains 1500 members 
Mstep: Class 9 contains 40048 members 
Mstep: Class 10 contains 195698 members 
Mstep: Class 11 contains 22881 members 
Mstep: Class 12 contains 29843 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 33920 members 
Mstep: Class 15 contains 38121 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 23803 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 181691 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 137143 members 
Mstep: Class 22 contains 16560 members 
Mstep: Class 23 contains 19719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124213008.000000 Penalty: 79003.414062
Iteration 45Q: 24 clusters Score -1.24213e+08 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 173279 members 
Mstep: Class 4 contains 20743 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 4198 members 
Mstep: Class 7 contains 55524 members 
Mstep: Class 8 contains 1499 members 
Mstep: Class 9 contains 38148 members 
Mstep: Class 10 contains 196712 members 
Mstep: Class 11 contains 22915 members 
Mstep: Class 12 contains 29785 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 33628 members 
Mstep: Class 15 contains 38159 members 
Mstep: Class 16 contains 6256 members 
Mstep: Class 17 contains 23398 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 178924 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 141612 members 
Mstep: Class 22 contains 16755 members 
Mstep: Class 23 contains 19734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214304.000000 Penalty: 79003.414062
Iteration 46Q: 24 clusters Score -1.242143e+08 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8030 members 
Mstep: Class 3 contains 172962 members 
Mstep: Class 4 contains 20694 members 
Mstep: Class 5 contains 10025 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 55558 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 36488 members 
Mstep: Class 10 contains 197166 members 
Mstep: Class 11 contains 22928 members 
Mstep: Class 12 contains 29740 members 
Mstep: Class 13 contains 6046 members 
Mstep: Class 14 contains 33378 members 
Mstep: Class 15 contains 38188 members 
Mstep: Class 16 contains 6276 members 
Mstep: Class 17 contains 23038 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 176385 members 
Mstep: Class 20 contains 980 members 
Mstep: Class 21 contains 146080 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 19747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215408.000000 Penalty: 79003.414062
Iteration 47Q: 24 clusters Score -1.242154e+08 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 172720 members 
Mstep: Class 4 contains 20660 members 
Mstep: Class 5 contains 10023 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 55591 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 35105 members 
Mstep: Class 10 contains 196994 members 
Mstep: Class 11 contains 22915 members 
Mstep: Class 12 contains 29702 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 33155 members 
Mstep: Class 15 contains 38199 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 17 contains 22748 members 
Mstep: Class 18 contains 2675 members 
Mstep: Class 19 contains 174213 members 
Mstep: Class 20 contains 979 members 
Mstep: Class 21 contains 150394 members 
Mstep: Class 22 contains 17035 members 
Mstep: Class 23 contains 19753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215848.000000 Penalty: 79003.414062
Iteration 48Q: 24 clusters Score -1.242158e+08 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 172565 members 
Mstep: Class 4 contains 20630 members 
Mstep: Class 5 contains 10021 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 55607 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 33938 members 
Mstep: Class 10 contains 196308 members 
Mstep: Class 11 contains 22898 members 
Mstep: Class 12 contains 29671 members 
Mstep: Class 13 contains 6105 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 38189 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 22505 members 
Mstep: Class 18 contains 2708 members 
Mstep: Class 19 contains 172332 members 
Mstep: Class 20 contains 979 members 
Mstep: Class 21 contains 154648 members 
Mstep: Class 22 contains 17142 members 
Mstep: Class 23 contains 19759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216768.000000 Penalty: 79003.414062
Iteration 49Q: 24 clusters Score -1.242168e+08 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7873 members 
Mstep: Class 3 contains 172430 members 
Mstep: Class 4 contains 20613 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 55640 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 32941 members 
Mstep: Class 10 contains 195362 members 
Mstep: Class 11 contains 22866 members 
Mstep: Class 12 contains 29652 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 32774 members 
Mstep: Class 15 contains 38162 members 
Mstep: Class 16 contains 6289 members 
Mstep: Class 17 contains 22258 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 170741 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 158654 members 
Mstep: Class 22 contains 17255 members 
Mstep: Class 23 contains 19751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217264.000000 Penalty: 79003.414062
Iteration 50Q: 24 clusters Score -1.242173e+08 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7817 members 
Mstep: Class 3 contains 172353 members 
Mstep: Class 4 contains 20599 members 
Mstep: Class 5 contains 10013 members 
Mstep: Class 6 contains 4253 members 
Mstep: Class 7 contains 55656 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 32159 members 
Mstep: Class 10 contains 194237 members 
Mstep: Class 11 contains 22824 members 
Mstep: Class 12 contains 29629 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 32614 members 
Mstep: Class 15 contains 38148 members 
Mstep: Class 16 contains 6291 members 
Mstep: Class 17 contains 22065 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 169411 members 
Mstep: Class 20 contains 977 members 
Mstep: Class 21 contains 162276 members 
Mstep: Class 22 contains 17355 members 
Mstep: Class 23 contains 19750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217816.000000 Penalty: 79003.414062
Iteration 51Q: 24 clusters Score -1.242178e+08 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 172308 members 
Mstep: Class 4 contains 20603 members 
Mstep: Class 5 contains 10008 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 55675 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 31483 members 
Mstep: Class 10 contains 192921 members 
Mstep: Class 11 contains 22802 members 
Mstep: Class 12 contains 29610 members 
Mstep: Class 13 contains 6168 members 
Mstep: Class 14 contains 32485 members 
Mstep: Class 15 contains 38112 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 21913 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 168331 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 165640 members 
Mstep: Class 22 contains 17424 members 
Mstep: Class 23 contains 19756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218552.000000 Penalty: 79003.414062
Iteration 52Q: 24 clusters Score -1.242186e+08 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7733 members 
Mstep: Class 3 contains 172278 members 
Mstep: Class 4 contains 20608 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 55686 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 30932 members 
Mstep: Class 10 contains 191290 members 
Mstep: Class 11 contains 22754 members 
Mstep: Class 12 contains 29587 members 
Mstep: Class 13 contains 6193 members 
Mstep: Class 14 contains 32408 members 
Mstep: Class 15 contains 38093 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 21775 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 167475 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 168869 members 
Mstep: Class 22 contains 17516 members 
Mstep: Class 23 contains 19765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219016.000000 Penalty: 79003.414062
Iteration 53Q: 24 clusters Score -1.24219e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7690 members 
Mstep: Class 3 contains 172263 members 
Mstep: Class 4 contains 20604 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 4265 members 
Mstep: Class 7 contains 55699 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 30428 members 
Mstep: Class 10 contains 189532 members 
Mstep: Class 11 contains 22708 members 
Mstep: Class 12 contains 29573 members 
Mstep: Class 13 contains 6239 members 
Mstep: Class 14 contains 32348 members 
Mstep: Class 15 contains 38076 members 
Mstep: Class 16 contains 6326 members 
Mstep: Class 17 contains 21670 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 166881 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 171845 members 
Mstep: Class 22 contains 17596 members 
Mstep: Class 23 contains 19776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219032.000000 Penalty: 79003.414062
Iteration 54Q: 24 clusters Score -1.24219e+08 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 172330 members 
Mstep: Class 4 contains 20612 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 4265 members 
Mstep: Class 7 contains 55711 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 30036 members 
Mstep: Class 10 contains 187557 members 
Mstep: Class 11 contains 22670 members 
Mstep: Class 12 contains 29560 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 32331 members 
Mstep: Class 15 contains 38066 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 21586 members 
Mstep: Class 18 contains 2845 members 
Mstep: Class 19 contains 166500 members 
Mstep: Class 20 contains 977 members 
Mstep: Class 21 contains 174577 members 
Mstep: Class 22 contains 17665 members 
Mstep: Class 23 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219432.000000 Penalty: 79003.414062
Iteration 55Q: 24 clusters Score -1.242194e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 172391 members 
Mstep: Class 4 contains 20615 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 55722 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 29729 members 
Mstep: Class 10 contains 185729 members 
Mstep: Class 11 contains 22631 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 6293 members 
Mstep: Class 14 contains 32352 members 
Mstep: Class 15 contains 38096 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 21530 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 166199 members 
Mstep: Class 20 contains 977 members 
Mstep: Class 21 contains 176919 members 
Mstep: Class 22 contains 17721 members 
Mstep: Class 23 contains 19799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219864.000000 Penalty: 79003.414062
Iteration 56Q: 24 clusters Score -1.242199e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7571 members 
Mstep: Class 3 contains 172435 members 
Mstep: Class 4 contains 20629 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 55731 members 
Mstep: Class 8 contains 1494 members 
Mstep: Class 9 contains 29464 members 
Mstep: Class 10 contains 184032 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 29542 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 32384 members 
Mstep: Class 15 contains 38135 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 21493 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 166060 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 178882 members 
Mstep: Class 22 contains 17785 members 
Mstep: Class 23 contains 19810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219840.000000 Penalty: 79003.414062
Iteration 57Q: 24 clusters Score -1.242198e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7545 members 
Mstep: Class 3 contains 172513 members 
Mstep: Class 4 contains 20633 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 4268 members 
Mstep: Class 7 contains 55739 members 
Mstep: Class 8 contains 1492 members 
Mstep: Class 9 contains 29227 members 
Mstep: Class 10 contains 182529 members 
Mstep: Class 11 contains 22590 members 
Mstep: Class 12 contains 29535 members 
Mstep: Class 13 contains 6343 members 
Mstep: Class 14 contains 32410 members 
Mstep: Class 15 contains 38165 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 21466 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 166095 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 180438 members 
Mstep: Class 22 contains 17833 members 
Mstep: Class 23 contains 19818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220256.000000 Penalty: 79003.414062
Iteration 58Q: 24 clusters Score -1.242203e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7508 members 
Mstep: Class 3 contains 172586 members 
Mstep: Class 4 contains 20646 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 55756 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 29005 members 
Mstep: Class 10 contains 181089 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 29532 members 
Mstep: Class 13 contains 6353 members 
Mstep: Class 14 contains 32421 members 
Mstep: Class 15 contains 38193 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 21401 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 166315 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 181809 members 
Mstep: Class 22 contains 17882 members 
Mstep: Class 23 contains 19823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220536.000000 Penalty: 79003.414062
Iteration 59Q: 24 clusters Score -1.242205e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 172625 members 
Mstep: Class 4 contains 20645 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 55769 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 28798 members 
Mstep: Class 10 contains 179966 members 
Mstep: Class 11 contains 22536 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 6375 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 38210 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 21366 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 166603 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 182775 members 
Mstep: Class 22 contains 17931 members 
Mstep: Class 23 contains 19828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220808.000000 Penalty: 79003.414062
Iteration 60F: 24 clusters Score -1.242208e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 3 contains 172663 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 55779 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 28620 members 
Mstep: Class 10 contains 179136 members 
Mstep: Class 11 contains 22514 members 
Mstep: Class 12 contains 29519 members 
Mstep: Class 13 contains 6381 members 
Mstep: Class 14 contains 32445 members 
Mstep: Class 15 contains 38217 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 21314 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 166927 members 
Mstep: Class 20 contains 975 members 
Mstep: Class 21 contains 183414 members 
Mstep: Class 22 contains 17974 members 
Mstep: Class 23 contains 19831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221200.000000 Penalty: 79003.414062
Iteration 61Q: 24 clusters Score -1.242212e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 172691 members 
Mstep: Class 4 contains 20634 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 55785 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 28466 members 
Mstep: Class 10 contains 178465 members 
Mstep: Class 11 contains 22489 members 
Mstep: Class 12 contains 29513 members 
Mstep: Class 13 contains 6395 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 38197 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 21271 members 
Mstep: Class 18 contains 2897 members 
Mstep: Class 19 contains 167277 members 
Mstep: Class 20 contains 975 members 
Mstep: Class 21 contains 183829 members 
Mstep: Class 22 contains 18011 members 
Mstep: Class 23 contains 19836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221424.000000 Penalty: 79003.414062
Iteration 62Q: 24 clusters Score -1.242214e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 172697 members 
Mstep: Class 4 contains 20632 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 55796 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 28306 members 
Mstep: Class 10 contains 177972 members 
Mstep: Class 11 contains 22473 members 
Mstep: Class 12 contains 29505 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 32482 members 
Mstep: Class 15 contains 38192 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 21212 members 
Mstep: Class 18 contains 2933 members 
Mstep: Class 19 contains 167711 members 
Mstep: Class 20 contains 975 members 
Mstep: Class 21 contains 184013 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 19845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221576.000000 Penalty: 79003.414062
Iteration 63Q: 24 clusters Score -1.242216e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 172687 members 
Mstep: Class 4 contains 20632 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 55808 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 28145 members 
Mstep: Class 10 contains 177648 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 12 contains 29492 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 38193 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 21152 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 168198 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 183979 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 19856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221824.000000 Penalty: 79003.414062
Iteration 64Q: 24 clusters Score -1.242218e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 172674 members 
Mstep: Class 4 contains 20637 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 55820 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 28026 members 
Mstep: Class 10 contains 177410 members 
Mstep: Class 11 contains 22459 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 32531 members 
Mstep: Class 15 contains 38183 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 21091 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 168716 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 183816 members 
Mstep: Class 22 contains 18085 members 
Mstep: Class 23 contains 19865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222168.000000 Penalty: 79003.414062
Iteration 65Q: 24 clusters Score -1.242222e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 172667 members 
Mstep: Class 4 contains 20639 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 55832 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27925 members 
Mstep: Class 10 contains 177269 members 
Mstep: Class 11 contains 22440 members 
Mstep: Class 12 contains 29479 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 32533 members 
Mstep: Class 15 contains 38177 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 21016 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 169301 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 183513 members 
Mstep: Class 22 contains 18115 members 
Mstep: Class 23 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222576.000000 Penalty: 79003.414062
Iteration 66Q: 24 clusters Score -1.242226e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 172662 members 
Mstep: Class 4 contains 20648 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 55838 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27822 members 
Mstep: Class 10 contains 177205 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 29477 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 32531 members 
Mstep: Class 15 contains 38183 members 
Mstep: Class 16 contains 6388 members 
Mstep: Class 17 contains 20968 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 169911 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 183083 members 
Mstep: Class 22 contains 18139 members 
Mstep: Class 23 contains 19883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 24 clusters Score -1.242232e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 172645 members 
Mstep: Class 4 contains 20652 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 4281 members 
Mstep: Class 7 contains 55840 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27720 members 
Mstep: Class 10 contains 177321 members 
Mstep: Class 11 contains 22402 members 
Mstep: Class 12 contains 29477 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 32520 members 
Mstep: Class 15 contains 38182 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 20950 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 170493 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 182493 members 
Mstep: Class 22 contains 18159 members 
Mstep: Class 23 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222880.000000 Penalty: 79003.414062
Iteration 68Q: 24 clusters Score -1.242229e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 172625 members 
Mstep: Class 4 contains 20658 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 55844 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27628 members 
Mstep: Class 10 contains 177531 members 
Mstep: Class 11 contains 22400 members 
Mstep: Class 12 contains 29473 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 32501 members 
Mstep: Class 15 contains 38187 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 20902 members 
Mstep: Class 18 contains 3080 members 
Mstep: Class 19 contains 171070 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 181840 members 
Mstep: Class 22 contains 18174 members 
Mstep: Class 23 contains 19894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223064.000000 Penalty: 79003.414062
Iteration 69Q: 24 clusters Score -1.242231e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 172603 members 
Mstep: Class 4 contains 20662 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 55849 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27548 members 
Mstep: Class 10 contains 177824 members 
Mstep: Class 11 contains 22385 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 38179 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 20893 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 171584 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 181137 members 
Mstep: Class 22 contains 18186 members 
Mstep: Class 23 contains 19896 members 
Entering Unmasked Estep 
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Score: -124223248.000000 Penalty: 79003.414062
Iteration 70Q: 24 clusters Score -1.242232e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 172569 members 
Mstep: Class 4 contains 20661 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 55853 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27470 members 
Mstep: Class 10 contains 178157 members 
Mstep: Class 11 contains 22375 members 
Mstep: Class 12 contains 29466 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 32480 members 
Mstep: Class 15 contains 38170 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 20884 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 172080 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 180432 members 
Mstep: Class 22 contains 18191 members 
Mstep: Class 23 contains 19898 members 
Entering Unmasked Estep 
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Iteration 71Q: 24 clusters Score -1.242234e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 172536 members 
Mstep: Class 4 contains 20658 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 55858 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27406 members 
Mstep: Class 10 contains 178513 members 
Mstep: Class 11 contains 22372 members 
Mstep: Class 12 contains 29465 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 38154 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 20884 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 172537 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 179715 members 
Mstep: Class 22 contains 18197 members 
Mstep: Class 23 contains 19906 members 
Entering Unmasked Estep 
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Iteration 72Q: 24 clusters Score -1.242235e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 172490 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 4273 members 
Mstep: Class 7 contains 55862 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27364 members 
Mstep: Class 10 contains 178876 members 
Mstep: Class 11 contains 22365 members 
Mstep: Class 12 contains 29466 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 32449 members 
Mstep: Class 15 contains 38139 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 20880 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 172987 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 179006 members 
Mstep: Class 22 contains 18214 members 
Mstep: Class 23 contains 19915 members 
Entering Unmasked Estep 
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Iteration 73Q: 24 clusters Score -1.242239e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 172446 members 
Mstep: Class 4 contains 20657 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 55865 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27308 members 
Mstep: Class 10 contains 179284 members 
Mstep: Class 11 contains 22363 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 32416 members 
Mstep: Class 15 contains 38130 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 20869 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 173429 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 178281 members 
Mstep: Class 22 contains 18224 members 
Mstep: Class 23 contains 19918 members 
Entering Unmasked Estep 
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Iteration 74Q: 24 clusters Score -1.242239e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 172414 members 
Mstep: Class 4 contains 20656 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 55869 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27258 members 
Mstep: Class 10 contains 179732 members 
Mstep: Class 11 contains 22352 members 
Mstep: Class 12 contains 29453 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 32378 members 
Mstep: Class 15 contains 38123 members 
Mstep: Class 16 contains 6457 members 
Mstep: Class 17 contains 20865 members 
Mstep: Class 18 contains 3122 members 
Mstep: Class 19 contains 173870 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 177502 members 
Mstep: Class 22 contains 18237 members 
Mstep: Class 23 contains 19923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223888.000000 Penalty: 79003.414062
Iteration 75Q: 24 clusters Score -1.242239e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 172387 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4271 members 
Mstep: Class 7 contains 55874 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 27190 members 
Mstep: Class 10 contains 180154 members 
Mstep: Class 11 contains 22344 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 32356 members 
Mstep: Class 15 contains 38112 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 20887 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 19 contains 174295 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 176749 members 
Mstep: Class 22 contains 18247 members 
Mstep: Class 23 contains 19926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224032.000000 Penalty: 79003.414062
Iteration 76Q: 24 clusters Score -1.24224e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 172361 members 
Mstep: Class 4 contains 20653 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 4271 members 
Mstep: Class 7 contains 55877 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 27150 members 
Mstep: Class 10 contains 180513 members 
Mstep: Class 11 contains 22340 members 
Mstep: Class 12 contains 29448 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 32334 members 
Mstep: Class 15 contains 38104 members 
Mstep: Class 16 contains 6478 members 
Mstep: Class 17 contains 20888 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 174720 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 176049 members 
Mstep: Class 22 contains 18252 members 
Mstep: Class 23 contains 19931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223688.000000 Penalty: 79003.414062
Iteration 77Q: 24 clusters Score -1.242237e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 172331 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4271 members 
Mstep: Class 7 contains 55882 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 27112 members 
Mstep: Class 10 contains 180878 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 29448 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 32314 members 
Mstep: Class 15 contains 38089 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 20892 members 
Mstep: Class 18 contains 3135 members 
Mstep: Class 19 contains 175087 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 175407 members 
Mstep: Class 22 contains 18256 members 
Mstep: Class 23 contains 19934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223576.000000 Penalty: 79003.414062
Iteration 78Q: 24 clusters Score -1.242236e+08 nChanged 1283
Entering ConstructFrom: 
Score: -124223576.000000 Penalty: 79003.414062
Entering ConstructFrom: 
Trying to split cluster 1 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -792276.437500 Penalty: 2182.614990
	Iteration 0F: 2 clusters Score -792276.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -786682.125000 Penalty: 4365.229980
	Iteration 0F: 3 clusters Score -786682.1 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -788136.812500 Penalty: 4365.229980
	Iteration 1F: 3 clusters Score -788136.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -788423.625000 Penalty: 4365.229980
	Iteration 2F: 3 clusters Score -788423.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -788634.687500 Penalty: 4365.229980
	Iteration 3F: 3 clusters Score -788634.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -788826.625000 Penalty: 4365.229980
	Iteration 4Q: 3 clusters Score -788826.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -788998.625000 Penalty: 4365.229980
	Iteration 5Q: 3 clusters Score -788998.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -789161.687500 Penalty: 4365.229980
	Iteration 6Q: 3 clusters Score -789161.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -789349.000000 Penalty: 4365.229980
	Iteration 7Q: 3 clusters Score -789349 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -789534.937500 Penalty: 4365.229980
	Iteration 8Q: 3 clusters Score -789534.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -789747.625000 Penalty: 4365.229980
	Iteration 9Q: 3 clusters Score -789747.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -789976.625000 Penalty: 4365.229980
	Iteration 10Q: 3 clusters Score -789976.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -790218.562500 Penalty: 4365.229980
	Iteration 11Q: 3 clusters Score -790218.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -790511.000000 Penalty: 4365.229980
	Iteration 12Q: 3 clusters Score -790511 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -790905.312500 Penalty: 4365.229980
	Iteration 13Q: 3 clusters Score -790905.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -791290.000000 Penalty: 4365.229980
	Iteration 14Q: 3 clusters Score -791290 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -791527.000000 Penalty: 4365.229980
	Iteration 15Q: 3 clusters Score -791527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -791627.812500 Penalty: 4365.229980
	Iteration 16Q: 3 clusters Score -791627.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -791656.750000 Penalty: 4365.229980
	Iteration 17Q: 3 clusters Score -791656.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -791668.250000 Penalty: 4365.229980
	Iteration 18Q: 3 clusters Score -791668.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -791675.375000 Penalty: 4365.229980
	Iteration 19Q: 3 clusters Score -791675.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -791681.937500 Penalty: 4365.229980
	Iteration 20F: 3 clusters Score -791681.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -791688.937500 Penalty: 4365.229980
	Iteration 21Q: 3 clusters Score -791688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -791690.562500 Penalty: 4365.229980
	Iteration 22Q: 3 clusters Score -791690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -791694.437500 Penalty: 4365.229980
	Iteration 23Q: 3 clusters Score -791694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -791694.062500 Penalty: 4365.229980
	Iteration 24Q: 3 clusters Score -791694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -791696.375000 Penalty: 4365.229980
	Iteration 25Q: 3 clusters Score -791696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -791698.500000 Penalty: 4365.229980
	Iteration 26Q: 3 clusters Score -791698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -791700.250000 Penalty: 4365.229980
	Iteration 27Q: 3 clusters Score -791700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -791699.875000 Penalty: 4365.229980
	Iteration 28Q: 3 clusters Score -791699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -791699.937500 Penalty: 4365.229980
	Iteration 29Q: 3 clusters Score -791699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -791701.687500 Penalty: 4365.229980
	Iteration 30Q: 3 clusters Score -791701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -791701.875000 Penalty: 4365.229980
	Iteration 31Q: 3 clusters Score -791701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -791701.875000 Penalty: 4365.229980
	Iteration 32F: 3 clusters Score -791701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Entering Unmasked Estep 
Score: -875359.437500 Penalty: 2204.787842
	Iteration 0F: 2 clusters Score -875359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -869443.687500 Penalty: 4409.575684
	Iteration 0F: 3 clusters Score -869443.7 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -871067.250000 Penalty: 4409.575684
	Iteration 1F: 3 clusters Score -871067.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -871434.312500 Penalty: 4409.575684
	Iteration 2F: 3 clusters Score -871434.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -871767.187500 Penalty: 4409.575684
	Iteration 3F: 3 clusters Score -871767.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -872076.000000 Penalty: 4409.575684
	Iteration 4F: 3 clusters Score -872076 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -872426.937500 Penalty: 4409.575684
	Iteration 5Q: 3 clusters Score -872426.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -872826.562500 Penalty: 4409.575684
	Iteration 6F: 3 clusters Score -872826.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -873342.000000 Penalty: 4409.575684
	Iteration 7F: 3 clusters Score -873342 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -874058.562500 Penalty: 4409.575684
	Iteration 8F: 3 clusters Score -874058.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -874886.812500 Penalty: 4409.575684
	Iteration 9F: 3 clusters Score -874886.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -875433.312500 Penalty: 4409.575684
	Iteration 10Q: 3 clusters Score -875433.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -875603.500000 Penalty: 4409.575684
	Iteration 11Q: 3 clusters Score -875603.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -875673.625000 Penalty: 4409.575684
	Iteration 12Q: 3 clusters Score -875673.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -875723.125000 Penalty: 4409.575684
	Iteration 13Q: 3 clusters Score -875723.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -875761.125000 Penalty: 4409.575684
	Iteration 14Q: 3 clusters Score -875761.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -875794.312500 Penalty: 4409.575684
	Iteration 15Q: 3 clusters Score -875794.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -875843.562500 Penalty: 4409.575684
	Iteration 16Q: 3 clusters Score -875843.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -875884.875000 Penalty: 4409.575684
	Iteration 17Q: 3 clusters Score -875884.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -875915.062500 Penalty: 4409.575684
	Iteration 18Q: 3 clusters Score -875915.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -875951.937500 Penalty: 4409.575684
	Iteration 19Q: 3 clusters Score -875951.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -875994.187500 Penalty: 4409.575684
	Iteration 20F: 3 clusters Score -875994.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -876055.437500 Penalty: 4409.575684
	Iteration 21Q: 3 clusters Score -876055.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -876119.187500 Penalty: 4409.575684
	Iteration 22Q: 3 clusters Score -876119.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -876174.187500 Penalty: 4409.575684
	Iteration 23Q: 3 clusters Score -876174.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -876213.750000 Penalty: 4409.575684
	Iteration 24Q: 3 clusters Score -876213.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -876236.437500 Penalty: 4409.575684
	Iteration 25Q: 3 clusters Score -876236.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -876246.187500 Penalty: 4409.575684
	Iteration 26Q: 3 clusters Score -876246.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -876255.562500 Penalty: 4409.575684
	Iteration 27Q: 3 clusters Score -876255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -876261.562500 Penalty: 4409.575684
	Iteration 28Q: 3 clusters Score -876261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -876262.562500 Penalty: 4409.575684
	Iteration 29Q: 3 clusters Score -876262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -876261.062500 Penalty: 4409.575684
	Iteration 30Q: 3 clusters Score -876261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -876262.375000 Penalty: 4409.575684
	Iteration 31Q: 3 clusters Score -876262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -876262.375000 Penalty: 4409.575684
	Iteration 32F: 3 clusters Score -876262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 172310 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 55885 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 27059 members 
Mstep: Class 10 contains 181254 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 32280 members 
Mstep: Class 15 contains 38074 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 20915 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 175374 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 174851 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 19938 members 
Mstep: Class 24 contains 2635 members 
Entering Unmasked Estep 
Score: -124223856.000000 Penalty: 82438.343750
Splitting cluster 2 changes total score from -124223576.000000 to -124223856.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (172310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Entering Unmasked Estep 
Score: -20978442.000000 Penalty: 2990.148682
	Iteration 0F: 2 clusters Score -2.097844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -20864698.000000 Penalty: 5980.297363
	Iteration 0F: 3 clusters Score -2.08647e+07 nChanged 82657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -20912870.000000 Penalty: 5980.297363
	Iteration 1F: 3 clusters Score -2.091287e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -20913880.000000 Penalty: 5980.297363
	Iteration 2Q: 3 clusters Score -2.091388e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -20915554.000000 Penalty: 5980.297363
	Iteration 3Q: 3 clusters Score -2.091555e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -20917520.000000 Penalty: 5980.297363
	Iteration 4Q: 3 clusters Score -2.091752e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
Score: -20920724.000000 Penalty: 5980.297363
	Iteration 5Q: 3 clusters Score -2.092072e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -20925396.000000 Penalty: 5980.297363
	Iteration 6F: 3 clusters Score -2.09254e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -20932312.000000 Penalty: 5980.297363
	Iteration 7F: 3 clusters Score -2.093231e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 124718 members 
Entering Unmasked Estep 
Score: -20940808.000000 Penalty: 5980.297363
	Iteration 8F: 3 clusters Score -2.094081e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 136444 members 
Entering Unmasked Estep 
Score: -20950328.000000 Penalty: 5980.297363
	Iteration 9F: 3 clusters Score -2.095033e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -20959134.000000 Penalty: 5980.297363
	Iteration 10F: 3 clusters Score -2.095913e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -20965536.000000 Penalty: 5980.297363
	Iteration 11F: 3 clusters Score -2.096554e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -20970048.000000 Penalty: 5980.297363
	Iteration 12Q: 3 clusters Score -2.097005e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 166299 members 
Entering Unmasked Estep 
Score: -20972862.000000 Penalty: 5980.297363
	Iteration 13Q: 3 clusters Score -2.097286e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 168678 members 
Entering Unmasked Estep 
Score: -20974334.000000 Penalty: 5980.297363
	Iteration 14Q: 3 clusters Score -2.097433e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -20975216.000000 Penalty: 5980.297363
	Iteration 15Q: 3 clusters Score -2.097522e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -20975762.000000 Penalty: 5980.297363
	Iteration 16Q: 3 clusters Score -2.097576e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 170949 members 
Entering Unmasked Estep 
Score: -20976126.000000 Penalty: 5980.297363
	Iteration 17Q: 3 clusters Score -2.097613e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 171054 members 
Entering Unmasked Estep 
Score: -20976360.000000 Penalty: 5980.297363
	Iteration 18Q: 3 clusters Score -2.097636e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -20976614.000000 Penalty: 5980.297363
	Iteration 19Q: 3 clusters Score -2.097661e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 171109 members 
Entering Unmasked Estep 
Score: -20976926.000000 Penalty: 5980.297363
	Iteration 20F: 3 clusters Score -2.097693e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -20977324.000000 Penalty: 5980.297363
	Iteration 21Q: 3 clusters Score -2.097732e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -20977692.000000 Penalty: 5980.297363
	Iteration 22Q: 3 clusters Score -2.097769e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 170913 members 
Entering Unmasked Estep 
Score: -20977958.000000 Penalty: 5980.297363
	Iteration 23Q: 3 clusters Score -2.097796e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 170812 members 
Entering Unmasked Estep 
Score: -20978148.000000 Penalty: 5980.297363
	Iteration 24Q: 3 clusters Score -2.097815e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -20978210.000000 Penalty: 5980.297363
	Iteration 25Q: 3 clusters Score -2.097821e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -20978230.000000 Penalty: 5980.297363
	Iteration 26Q: 3 clusters Score -2.097823e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -20978252.000000 Penalty: 5980.297363
	Iteration 27Q: 3 clusters Score -2.097825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 170631 members 
Entering Unmasked Estep 
Score: -20978264.000000 Penalty: 5980.297363
	Iteration 28Q: 3 clusters Score -2.097826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 170605 members 
Entering Unmasked Estep 
Score: -20978256.000000 Penalty: 5980.297363
	Iteration 29Q: 3 clusters Score -2.097826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -20978270.000000 Penalty: 5980.297363
	Iteration 30Q: 3 clusters Score -2.097827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -20978266.000000 Penalty: 5980.297363
	Iteration 31Q: 3 clusters Score -2.097827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -20978258.000000 Penalty: 5980.297363
	Iteration 32Q: 3 clusters Score -2.097826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 170568 members 
Entering Unmasked Estep 
Score: -20978272.000000 Penalty: 5980.297363
	Iteration 33Q: 3 clusters Score -2.097827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -20978264.000000 Penalty: 5980.297363
	Iteration 34Q: 3 clusters Score -2.097826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -20978286.000000 Penalty: 5980.297363
	Iteration 35Q: 3 clusters Score -2.097829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 170558 members 
Entering Unmasked Estep 
Score: -20978288.000000 Penalty: 5980.297363
	Iteration 36Q: 3 clusters Score -2.097829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -20978298.000000 Penalty: 5980.297363
	Iteration 37Q: 3 clusters Score -2.09783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 170546 members 
Entering Unmasked Estep 
Score: -20978304.000000 Penalty: 5980.297363
	Iteration 38Q: 3 clusters Score -2.09783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 170544 members 
Entering Unmasked Estep 
Score: -20978306.000000 Penalty: 5980.297363
	Iteration 39Q: 3 clusters Score -2.097831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -20978300.000000 Penalty: 5980.297363
	Iteration 40F: 3 clusters Score -2.09783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 170541 members 
Entering Unmasked Estep 
Score: -20978310.000000 Penalty: 5980.297363
	Iteration 41Q: 3 clusters Score -2.097831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 170539 members 
Entering Unmasked Estep 
Score: -20978310.000000 Penalty: 5980.297363
	Iteration 42Q: 3 clusters Score -2.097831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 170540 members 
Entering Unmasked Estep 
Score: -20978320.000000 Penalty: 5980.297363
	Iteration 43Q: 3 clusters Score -2.097832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 170541 members 
Entering Unmasked Estep 
Score: -20978310.000000 Penalty: 5980.297363
	Iteration 44Q: 3 clusters Score -2.097831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 170541 members 
Entering Unmasked Estep 
Score: -20978310.000000 Penalty: 5980.297363
	Iteration 45F: 3 clusters Score -2.097831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Entering Unmasked Estep 
Score: -2451091.250000 Penalty: 2464.044678
	Iteration 0F: 2 clusters Score -2451091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2436573.000000 Penalty: 4928.089355
	Iteration 0F: 3 clusters Score -2436573 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2441450.250000 Penalty: 4928.089355
	Iteration 1F: 3 clusters Score -2441450 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2441934.500000 Penalty: 4928.089355
	Iteration 2F: 3 clusters Score -2441934 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2442442.500000 Penalty: 4928.089355
	Iteration 3F: 3 clusters Score -2442442 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2442944.750000 Penalty: 4928.089355
	Iteration 4Q: 3 clusters Score -2442945 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2443473.500000 Penalty: 4928.089355
	Iteration 5Q: 3 clusters Score -2443474 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2444115.250000 Penalty: 4928.089355
	Iteration 6Q: 3 clusters Score -2444115 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2444937.500000 Penalty: 4928.089355
	Iteration 7F: 3 clusters Score -2444938 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2445858.500000 Penalty: 4928.089355
	Iteration 8F: 3 clusters Score -2445858 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2446793.500000 Penalty: 4928.089355
	Iteration 9F: 3 clusters Score -2446794 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2447737.500000 Penalty: 4928.089355
	Iteration 10F: 3 clusters Score -2447738 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2448524.750000 Penalty: 4928.089355
	Iteration 11Q: 3 clusters Score -2448525 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2449111.500000 Penalty: 4928.089355
	Iteration 12Q: 3 clusters Score -2449112 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2449542.750000 Penalty: 4928.089355
	Iteration 13Q: 3 clusters Score -2449543 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2449905.000000 Penalty: 4928.089355
	Iteration 14Q: 3 clusters Score -2449905 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2450206.250000 Penalty: 4928.089355
	Iteration 15Q: 3 clusters Score -2450206 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2450428.500000 Penalty: 4928.089355
	Iteration 16Q: 3 clusters Score -2450428 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2450586.500000 Penalty: 4928.089355
	Iteration 17Q: 3 clusters Score -2450586 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2450701.000000 Penalty: 4928.089355
	Iteration 18Q: 3 clusters Score -2450701 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2450759.750000 Penalty: 4928.089355
	Iteration 19Q: 3 clusters Score -2450760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2450797.250000 Penalty: 4928.089355
	Iteration 20F: 3 clusters Score -2450797 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2450816.250000 Penalty: 4928.089355
	Iteration 21Q: 3 clusters Score -2450816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2450827.750000 Penalty: 4928.089355
	Iteration 22Q: 3 clusters Score -2450828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2450844.250000 Penalty: 4928.089355
	Iteration 23Q: 3 clusters Score -2450844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2450853.500000 Penalty: 4928.089355
	Iteration 24Q: 3 clusters Score -2450854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2450857.750000 Penalty: 4928.089355
	Iteration 25Q: 3 clusters Score -2450858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2450864.250000 Penalty: 4928.089355
	Iteration 26Q: 3 clusters Score -2450864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2450876.250000 Penalty: 4928.089355
	Iteration 27Q: 3 clusters Score -2450876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2450880.750000 Penalty: 4928.089355
	Iteration 28Q: 3 clusters Score -2450881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2450879.000000 Penalty: 4928.089355
	Iteration 29Q: 3 clusters Score -2450879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2450879.750000 Penalty: 4928.089355
	Iteration 30Q: 3 clusters Score -2450880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2450878.750000 Penalty: 4928.089355
	Iteration 31Q: 3 clusters Score -2450879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2450882.250000 Penalty: 4928.089355
	Iteration 32Q: 3 clusters Score -2450882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2450880.750000 Penalty: 4928.089355
	Iteration 33Q: 3 clusters Score -2450881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2450884.500000 Penalty: 4928.089355
	Iteration 34Q: 3 clusters Score -2450884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2450882.250000 Penalty: 4928.089355
	Iteration 35Q: 3 clusters Score -2450882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2450885.500000 Penalty: 4928.089355
	Iteration 36Q: 3 clusters Score -2450886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2450889.500000 Penalty: 4928.089355
	Iteration 37Q: 3 clusters Score -2450890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2450888.000000 Penalty: 4928.089355
	Iteration 38Q: 3 clusters Score -2450888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2450887.750000 Penalty: 4928.089355
	Iteration 39Q: 3 clusters Score -2450888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2450890.000000 Penalty: 4928.089355
	Iteration 40F: 3 clusters Score -2450890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2450887.750000 Penalty: 4928.089355
	Iteration 41Q: 3 clusters Score -2450888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2450888.250000 Penalty: 4928.089355
	Iteration 42Q: 3 clusters Score -2450888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2450888.250000 Penalty: 4928.089355
	Iteration 43F: 3 clusters Score -2450888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -1223335.250000 Penalty: 2284.139648
	Iteration 0F: 2 clusters Score -1223335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1215721.000000 Penalty: 4568.279297
	Iteration 0F: 3 clusters Score -1215721 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1217985.125000 Penalty: 4568.279297
	Iteration 1F: 3 clusters Score -1217985 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1218264.500000 Penalty: 4568.279297
	Iteration 2F: 3 clusters Score -1218264 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1218461.750000 Penalty: 4568.279297
	Iteration 3Q: 3 clusters Score -1218462 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1218596.250000 Penalty: 4568.279297
	Iteration 4Q: 3 clusters Score -1218596 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1218704.625000 Penalty: 4568.279297
	Iteration 5Q: 3 clusters Score -1218705 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1218803.500000 Penalty: 4568.279297
	Iteration 6Q: 3 clusters Score -1218804 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1218888.625000 Penalty: 4568.279297
	Iteration 7Q: 3 clusters Score -1218889 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1218970.375000 Penalty: 4568.279297
	Iteration 8Q: 3 clusters Score -1218970 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1219055.750000 Penalty: 4568.279297
	Iteration 9Q: 3 clusters Score -1219056 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1219181.125000 Penalty: 4568.279297
	Iteration 10Q: 3 clusters Score -1219181 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1219340.625000 Penalty: 4568.279297
	Iteration 11Q: 3 clusters Score -1219341 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1219504.000000 Penalty: 4568.279297
	Iteration 12Q: 3 clusters Score -1219504 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1219702.000000 Penalty: 4568.279297
	Iteration 13Q: 3 clusters Score -1219702 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1219916.625000 Penalty: 4568.279297
	Iteration 14Q: 3 clusters Score -1219917 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1220118.375000 Penalty: 4568.279297
	Iteration 15Q: 3 clusters Score -1220118 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1220329.125000 Penalty: 4568.279297
	Iteration 16Q: 3 clusters Score -1220329 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1220541.125000 Penalty: 4568.279297
	Iteration 17Q: 3 clusters Score -1220541 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1220737.000000 Penalty: 4568.279297
	Iteration 18Q: 3 clusters Score -1220737 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1220924.625000 Penalty: 4568.279297
	Iteration 19Q: 3 clusters Score -1220925 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1221076.000000 Penalty: 4568.279297
	Iteration 20F: 3 clusters Score -1221076 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1221155.875000 Penalty: 4568.279297
	Iteration 21Q: 3 clusters Score -1221156 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1221224.875000 Penalty: 4568.279297
	Iteration 22Q: 3 clusters Score -1221225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1221268.375000 Penalty: 4568.279297
	Iteration 23Q: 3 clusters Score -1221268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1221297.750000 Penalty: 4568.279297
	Iteration 24Q: 3 clusters Score -1221298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1221322.625000 Penalty: 4568.279297
	Iteration 25Q: 3 clusters Score -1221323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1221346.375000 Penalty: 4568.279297
	Iteration 26Q: 3 clusters Score -1221346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1221363.250000 Penalty: 4568.279297
	Iteration 27Q: 3 clusters Score -1221363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1221383.750000 Penalty: 4568.279297
	Iteration 28Q: 3 clusters Score -1221384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1221396.625000 Penalty: 4568.279297
	Iteration 29Q: 3 clusters Score -1221397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1221406.375000 Penalty: 4568.279297
	Iteration 30Q: 3 clusters Score -1221406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1221420.750000 Penalty: 4568.279297
	Iteration 31Q: 3 clusters Score -1221421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1221434.500000 Penalty: 4568.279297
	Iteration 32Q: 3 clusters Score -1221434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1221444.750000 Penalty: 4568.279297
	Iteration 33Q: 3 clusters Score -1221445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1221455.000000 Penalty: 4568.279297
	Iteration 34Q: 3 clusters Score -1221455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1221465.750000 Penalty: 4568.279297
	Iteration 35Q: 3 clusters Score -1221466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1221471.000000 Penalty: 4568.279297
	Iteration 36Q: 3 clusters Score -1221471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1221479.125000 Penalty: 4568.279297
	Iteration 37Q: 3 clusters Score -1221479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1221478.875000 Penalty: 4568.279297
	Iteration 38Q: 3 clusters Score -1221479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1221482.375000 Penalty: 4568.279297
	Iteration 39Q: 3 clusters Score -1221482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1221483.125000 Penalty: 4568.279297
	Iteration 40F: 3 clusters Score -1221483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1221485.000000 Penalty: 4568.279297
	Iteration 41Q: 3 clusters Score -1221485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1221487.000000 Penalty: 4568.279297
	Iteration 42Q: 3 clusters Score -1221487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1221488.250000 Penalty: 4568.279297
	Iteration 43Q: 3 clusters Score -1221488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1221489.875000 Penalty: 4568.279297
	Iteration 44Q: 3 clusters Score -1221490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1221492.250000 Penalty: 4568.279297
	Iteration 45Q: 3 clusters Score -1221492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1221492.500000 Penalty: 4568.279297
	Iteration 46Q: 3 clusters Score -1221492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1221495.375000 Penalty: 4568.279297
	Iteration 47Q: 3 clusters Score -1221495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1221495.375000 Penalty: 4568.279297
	Iteration 48F: 3 clusters Score -1221495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -521273.406250 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -521273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -517242.781250 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -517242.8 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -518175.750000 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -518175.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -518406.187500 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -518406.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -518578.718750 Penalty: 4146.479492
	Iteration 3F: 3 clusters Score -518578.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -518720.000000 Penalty: 4146.479492
	Iteration 4Q: 3 clusters Score -518720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -518830.468750 Penalty: 4146.479492
	Iteration 5Q: 3 clusters Score -518830.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -518928.437500 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -518928.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -519008.562500 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -519008.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -519085.281250 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -519085.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -519148.843750 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -519148.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -519191.593750 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -519191.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -519219.937500 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -519219.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -519246.312500 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -519246.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -519266.968750 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -519267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -519280.437500 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -519280.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -519294.750000 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -519294.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -519312.125000 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -519312.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -519329.937500 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -519329.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -519348.062500 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -519348.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -519362.250000 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -519362.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -519371.937500 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -519371.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -519378.406250 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -519378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -519386.281250 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -519386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -519391.531250 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -519391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -519394.812500 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -519394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -519399.187500 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -519399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -519402.562500 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -519402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -519407.625000 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -519407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -519410.562500 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -519410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -519412.281250 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -519412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -519415.156250 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -519415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -519417.125000 Penalty: 4146.479492
	Iteration 31Q: 3 clusters Score -519417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -519419.781250 Penalty: 4146.479492
	Iteration 32Q: 3 clusters Score -519419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -519420.625000 Penalty: 4146.479492
	Iteration 33Q: 3 clusters Score -519420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -519424.156250 Penalty: 4146.479492
	Iteration 34Q: 3 clusters Score -519424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -519426.281250 Penalty: 4146.479492
	Iteration 35Q: 3 clusters Score -519426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -519427.812500 Penalty: 4146.479492
	Iteration 36Q: 3 clusters Score -519427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -519429.250000 Penalty: 4146.479492
	Iteration 37Q: 3 clusters Score -519429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -519432.281250 Penalty: 4146.479492
	Iteration 38Q: 3 clusters Score -519432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -519433.812500 Penalty: 4146.479492
	Iteration 39Q: 3 clusters Score -519433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -519437.781250 Penalty: 4146.479492
	Iteration 40F: 3 clusters Score -519437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -519440.250000 Penalty: 4146.479492
	Iteration 41Q: 3 clusters Score -519440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -519446.812500 Penalty: 4146.479492
	Iteration 42Q: 3 clusters Score -519446.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -519449.625000 Penalty: 4146.479492
	Iteration 43Q: 3 clusters Score -519449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -519452.500000 Penalty: 4146.479492
	Iteration 44Q: 3 clusters Score -519452.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -519456.437500 Penalty: 4146.479492
	Iteration 45Q: 3 clusters Score -519456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -519459.875000 Penalty: 4146.479492
	Iteration 46Q: 3 clusters Score -519459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -519460.843750 Penalty: 4146.479492
	Iteration 47Q: 3 clusters Score -519460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -519463.875000 Penalty: 4146.479492
	Iteration 48Q: 3 clusters Score -519463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -519465.187500 Penalty: 4146.479492
	Iteration 49Q: 3 clusters Score -519465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -519468.343750 Penalty: 4146.479492
	Iteration 50Q: 3 clusters Score -519468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -519469.406250 Penalty: 4146.479492
	Iteration 51Q: 3 clusters Score -519469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -519471.875000 Penalty: 4146.479492
	Iteration 52Q: 3 clusters Score -519471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -519474.187500 Penalty: 4146.479492
	Iteration 53Q: 3 clusters Score -519474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -519474.312500 Penalty: 4146.479492
	Iteration 54Q: 3 clusters Score -519474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -519473.937500 Penalty: 4146.479492
	Iteration 55Q: 3 clusters Score -519473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -519478.500000 Penalty: 4146.479492
	Iteration 56Q: 3 clusters Score -519478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -519481.375000 Penalty: 4146.479492
	Iteration 57Q: 3 clusters Score -519481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -519481.125000 Penalty: 4146.479492
	Iteration 58Q: 3 clusters Score -519481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -519481.125000 Penalty: 4146.479492
	Iteration 59F: 3 clusters Score -519481.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Entering Unmasked Estep 
Score: -6871010.500000 Penalty: 2710.900635
	Iteration 0F: 2 clusters Score -6871010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -6833583.500000 Penalty: 5421.801270
	Iteration 0F: 3 clusters Score -6833584 nChanged 25799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -6848237.000000 Penalty: 5421.801270
	Iteration 1F: 3 clusters Score -6848237 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6849252.500000 Penalty: 5421.801270
	Iteration 2Q: 3 clusters Score -6849252 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -6850710.000000 Penalty: 5421.801270
	Iteration 3F: 3 clusters Score -6850710 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6852465.000000 Penalty: 5421.801270
	Iteration 4F: 3 clusters Score -6852465 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -6854574.500000 Penalty: 5421.801270
	Iteration 5F: 3 clusters Score -6854574 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -6856634.000000 Penalty: 5421.801270
	Iteration 6F: 3 clusters Score -6856634 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -6858405.500000 Penalty: 5421.801270
	Iteration 7F: 3 clusters Score -6858406 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -6859641.500000 Penalty: 5421.801270
	Iteration 8F: 3 clusters Score -6859642 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -6860568.500000 Penalty: 5421.801270
	Iteration 9Q: 3 clusters Score -6860568 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -6861275.500000 Penalty: 5421.801270
	Iteration 10Q: 3 clusters Score -6861276 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -6861839.000000 Penalty: 5421.801270
	Iteration 11Q: 3 clusters Score -6861839 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -6862445.000000 Penalty: 5421.801270
	Iteration 12Q: 3 clusters Score -6862445 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -6863073.000000 Penalty: 5421.801270
	Iteration 13Q: 3 clusters Score -6863073 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -6863825.500000 Penalty: 5421.801270
	Iteration 14Q: 3 clusters Score -6863826 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6864643.000000 Penalty: 5421.801270
	Iteration 15Q: 3 clusters Score -6864643 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -6865509.000000 Penalty: 5421.801270
	Iteration 16Q: 3 clusters Score -6865509 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6866320.000000 Penalty: 5421.801270
	Iteration 17Q: 3 clusters Score -6866320 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -6866998.000000 Penalty: 5421.801270
	Iteration 18Q: 3 clusters Score -6866998 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -6867537.000000 Penalty: 5421.801270
	Iteration 19Q: 3 clusters Score -6867537 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -6867989.000000 Penalty: 5421.801270
	Iteration 20F: 3 clusters Score -6867989 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -6868293.500000 Penalty: 5421.801270
	Iteration 21Q: 3 clusters Score -6868294 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -6868497.500000 Penalty: 5421.801270
	Iteration 22Q: 3 clusters Score -6868498 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -6868654.000000 Penalty: 5421.801270
	Iteration 23Q: 3 clusters Score -6868654 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -6868778.000000 Penalty: 5421.801270
	Iteration 24Q: 3 clusters Score -6868778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -6868820.500000 Penalty: 5421.801270
	Iteration 25Q: 3 clusters Score -6868820 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -6868865.000000 Penalty: 5421.801270
	Iteration 26Q: 3 clusters Score -6868865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -6868885.500000 Penalty: 5421.801270
	Iteration 27Q: 3 clusters Score -6868886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -6868893.500000 Penalty: 5421.801270
	Iteration 28Q: 3 clusters Score -6868894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -6868903.500000 Penalty: 5421.801270
	Iteration 29Q: 3 clusters Score -6868904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -6868909.000000 Penalty: 5421.801270
	Iteration 30Q: 3 clusters Score -6868909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -6868928.000000 Penalty: 5421.801270
	Iteration 31Q: 3 clusters Score -6868928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -6868927.500000 Penalty: 5421.801270
	Iteration 32Q: 3 clusters Score -6868928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -6868925.000000 Penalty: 5421.801270
	Iteration 33Q: 3 clusters Score -6868925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -6868923.500000 Penalty: 5421.801270
	Iteration 34Q: 3 clusters Score -6868924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -6868921.500000 Penalty: 5421.801270
	Iteration 35Q: 3 clusters Score -6868922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -6868922.500000 Penalty: 5421.801270
	Iteration 36Q: 3 clusters Score -6868922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -6868921.500000 Penalty: 5421.801270
	Iteration 37Q: 3 clusters Score -6868922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -6868932.500000 Penalty: 5421.801270
	Iteration 38Q: 3 clusters Score -6868932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -6868928.500000 Penalty: 5421.801270
	Iteration 39Q: 3 clusters Score -6868928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -6868926.000000 Penalty: 5421.801270
	Iteration 40F: 3 clusters Score -6868926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -6868920.500000 Penalty: 5421.801270
	Iteration 41Q: 3 clusters Score -6868920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -6868925.500000 Penalty: 5421.801270
	Iteration 42Q: 3 clusters Score -6868926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -6868926.000000 Penalty: 5421.801270
	Iteration 43Q: 3 clusters Score -6868926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -6868921.500000 Penalty: 5421.801270
	Iteration 44Q: 3 clusters Score -6868922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -6868928.000000 Penalty: 5421.801270
	Iteration 45Q: 3 clusters Score -6868928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -6868948.000000 Penalty: 5421.801270
	Iteration 46Q: 3 clusters Score -6868948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -6868951.000000 Penalty: 5421.801270
	Iteration 47Q: 3 clusters Score -6868951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -6868960.500000 Penalty: 5421.801270
	Iteration 48Q: 3 clusters Score -6868960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -6868967.000000 Penalty: 5421.801270
	Iteration 49Q: 3 clusters Score -6868967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -6868971.500000 Penalty: 5421.801270
	Iteration 50Q: 3 clusters Score -6868972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -6868961.500000 Penalty: 5421.801270
	Iteration 51Q: 3 clusters Score -6868962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -6868962.000000 Penalty: 5421.801270
	Iteration 52Q: 3 clusters Score -6868962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -6868961.500000 Penalty: 5421.801270
	Iteration 53Q: 3 clusters Score -6868962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6868959.500000 Penalty: 5421.801270
	Iteration 54Q: 3 clusters Score -6868960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -6868965.500000 Penalty: 5421.801270
	Iteration 55Q: 3 clusters Score -6868966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -6868965.500000 Penalty: 5421.801270
	Iteration 56F: 3 clusters Score -6868966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -159913.375000 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -159913.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -157742.609375 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -157742.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -158302.578125 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -158302.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158552.390625 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -158552.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158726.406250 Penalty: 3623.373291
	Iteration 3F: 3 clusters Score -158726.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158855.250000 Penalty: 3623.373291
	Iteration 4F: 3 clusters Score -158855.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158962.234375 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -158962.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159073.921875 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -159073.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159186.546875 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -159186.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159309.750000 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -159309.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159501.906250 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -159501.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159739.453125 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -159739.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159945.546875 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -159945.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160034.250000 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -160034.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160082.234375 Penalty: 3623.373291
	Iteration 13Q: 3 clusters Score -160082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160105.578125 Penalty: 3623.373291
	Iteration 14Q: 3 clusters Score -160105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160109.578125 Penalty: 3623.373291
	Iteration 15Q: 3 clusters Score -160109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160110.750000 Penalty: 3623.373291
	Iteration 16Q: 3 clusters Score -160110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -160112.359375 Penalty: 3623.373291
	Iteration 17Q: 3 clusters Score -160112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160113.703125 Penalty: 3623.373291
	Iteration 18Q: 3 clusters Score -160113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160114.187500 Penalty: 3623.373291
	Iteration 19Q: 3 clusters Score -160114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160114.187500 Penalty: 3623.373291
	Iteration 20F: 3 clusters Score -160114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 172310 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 55885 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 27059 members 
Mstep: Class 10 contains 181254 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 32280 members 
Mstep: Class 15 contains 38074 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 20915 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 175374 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 174851 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 19938 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
Score: -124222312.000000 Penalty: 85873.281250
Splitting cluster 8 changes total score from -124223576.000000 to -124222312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (27059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Entering Unmasked Estep 
Score: -3219168.250000 Penalty: 2531.032227
	Iteration 0F: 2 clusters Score -3219168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3200548.250000 Penalty: 5062.064453
	Iteration 0F: 3 clusters Score -3200548 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3207160.750000 Penalty: 5062.064453
	Iteration 1F: 3 clusters Score -3207161 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3207702.500000 Penalty: 5062.064453
	Iteration 2F: 3 clusters Score -3207702 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3208218.750000 Penalty: 5062.064453
	Iteration 3Q: 3 clusters Score -3208219 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3208724.750000 Penalty: 5062.064453
	Iteration 4Q: 3 clusters Score -3208725 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3209280.250000 Penalty: 5062.064453
	Iteration 5Q: 3 clusters Score -3209280 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3209868.500000 Penalty: 5062.064453
	Iteration 6Q: 3 clusters Score -3209868 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3210527.000000 Penalty: 5062.064453
	Iteration 7Q: 3 clusters Score -3210527 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3211224.750000 Penalty: 5062.064453
	Iteration 8Q: 3 clusters Score -3211225 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3211982.500000 Penalty: 5062.064453
	Iteration 9Q: 3 clusters Score -3211982 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3212771.000000 Penalty: 5062.064453
	Iteration 10Q: 3 clusters Score -3212771 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3213510.500000 Penalty: 5062.064453
	Iteration 11Q: 3 clusters Score -3213510 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3214230.750000 Penalty: 5062.064453
	Iteration 12Q: 3 clusters Score -3214231 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3214856.000000 Penalty: 5062.064453
	Iteration 13Q: 3 clusters Score -3214856 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3215335.250000 Penalty: 5062.064453
	Iteration 14Q: 3 clusters Score -3215335 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3215743.000000 Penalty: 5062.064453
	Iteration 15Q: 3 clusters Score -3215743 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3216074.250000 Penalty: 5062.064453
	Iteration 16Q: 3 clusters Score -3216074 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3216333.000000 Penalty: 5062.064453
	Iteration 17Q: 3 clusters Score -3216333 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3216529.750000 Penalty: 5062.064453
	Iteration 18Q: 3 clusters Score -3216530 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3216660.750000 Penalty: 5062.064453
	Iteration 19Q: 3 clusters Score -3216661 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3216768.500000 Penalty: 5062.064453
	Iteration 20F: 3 clusters Score -3216768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3216854.750000 Penalty: 5062.064453
	Iteration 21Q: 3 clusters Score -3216855 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3216926.250000 Penalty: 5062.064453
	Iteration 22Q: 3 clusters Score -3216926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3216975.500000 Penalty: 5062.064453
	Iteration 23Q: 3 clusters Score -3216976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3217017.000000 Penalty: 5062.064453
	Iteration 24Q: 3 clusters Score -3217017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3217042.500000 Penalty: 5062.064453
	Iteration 25Q: 3 clusters Score -3217042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3217055.000000 Penalty: 5062.064453
	Iteration 26Q: 3 clusters Score -3217055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3217065.750000 Penalty: 5062.064453
	Iteration 27Q: 3 clusters Score -3217066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3217073.750000 Penalty: 5062.064453
	Iteration 28Q: 3 clusters Score -3217074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3217082.500000 Penalty: 5062.064453
	Iteration 29Q: 3 clusters Score -3217082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3217089.500000 Penalty: 5062.064453
	Iteration 30Q: 3 clusters Score -3217090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3217097.750000 Penalty: 5062.064453
	Iteration 31Q: 3 clusters Score -3217098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3217101.000000 Penalty: 5062.064453
	Iteration 32Q: 3 clusters Score -3217101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3217096.500000 Penalty: 5062.064453
	Iteration 33Q: 3 clusters Score -3217096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3217102.750000 Penalty: 5062.064453
	Iteration 34Q: 3 clusters Score -3217103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3217102.500000 Penalty: 5062.064453
	Iteration 35Q: 3 clusters Score -3217102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3217107.250000 Penalty: 5062.064453
	Iteration 36Q: 3 clusters Score -3217107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3217115.750000 Penalty: 5062.064453
	Iteration 37Q: 3 clusters Score -3217116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3217116.000000 Penalty: 5062.064453
	Iteration 38Q: 3 clusters Score -3217116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3217121.750000 Penalty: 5062.064453
	Iteration 39Q: 3 clusters Score -3217122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3217120.250000 Penalty: 5062.064453
	Iteration 40F: 3 clusters Score -3217120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3217126.000000 Penalty: 5062.064453
	Iteration 41Q: 3 clusters Score -3217126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3217127.000000 Penalty: 5062.064453
	Iteration 42Q: 3 clusters Score -3217127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3217127.000000 Penalty: 5062.064453
	Iteration 43F: 3 clusters Score -3217127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181254 members 
Entering Unmasked Estep 
Score: -22577428.000000 Penalty: 3002.698242
	Iteration 0F: 2 clusters Score -2.257743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -22460332.000000 Penalty: 6005.396484
	Iteration 0F: 3 clusters Score -2.246033e+07 nChanged 86980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -22511242.000000 Penalty: 6005.396484
	Iteration 1F: 3 clusters Score -2.251124e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -22512550.000000 Penalty: 6005.396484
	Iteration 2Q: 3 clusters Score -2.251255e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -22514448.000000 Penalty: 6005.396484
	Iteration 3Q: 3 clusters Score -2.251445e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -22517302.000000 Penalty: 6005.396484
	Iteration 4Q: 3 clusters Score -2.25173e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -22522810.000000 Penalty: 6005.396484
	Iteration 5F: 3 clusters Score -2.252281e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 131071 members 
Entering Unmasked Estep 
Score: -22532302.000000 Penalty: 6005.396484
	Iteration 6F: 3 clusters Score -2.25323e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 146587 members 
Entering Unmasked Estep 
Score: -22546124.000000 Penalty: 6005.396484
	Iteration 7F: 3 clusters Score -2.254612e+07 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -22559262.000000 Penalty: 6005.396484
	Iteration 8F: 3 clusters Score -2.255926e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -22567896.000000 Penalty: 6005.396484
	Iteration 9F: 3 clusters Score -2.25679e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -22571942.000000 Penalty: 6005.396484
	Iteration 10Q: 3 clusters Score -2.257194e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 179702 members 
Entering Unmasked Estep 
Score: -22573626.000000 Penalty: 6005.396484
	Iteration 11Q: 3 clusters Score -2.257363e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 180574 members 
Entering Unmasked Estep 
Score: -22574266.000000 Penalty: 6005.396484
	Iteration 12Q: 3 clusters Score -2.257427e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 180843 members 
Entering Unmasked Estep 
Score: -22574530.000000 Penalty: 6005.396484
	Iteration 13Q: 3 clusters Score -2.257453e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -22574630.000000 Penalty: 6005.396484
	Iteration 14Q: 3 clusters Score -2.257463e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -22574700.000000 Penalty: 6005.396484
	Iteration 15Q: 3 clusters Score -2.25747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -22574736.000000 Penalty: 6005.396484
	Iteration 16Q: 3 clusters Score -2.257474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 180997 members 
Entering Unmasked Estep 
Score: -22574746.000000 Penalty: 6005.396484
	Iteration 17Q: 3 clusters Score -2.257475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -22574768.000000 Penalty: 6005.396484
	Iteration 18Q: 3 clusters Score -2.257477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180996 members 
Entering Unmasked Estep 
Score: -22574764.000000 Penalty: 6005.396484
	Iteration 19Q: 3 clusters Score -2.257476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 180997 members 
Entering Unmasked Estep 
Score: -22574770.000000 Penalty: 6005.396484
	Iteration 20F: 3 clusters Score -2.257477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 180998 members 
Entering Unmasked Estep 
Score: -22574772.000000 Penalty: 6005.396484
	Iteration 21Q: 3 clusters Score -2.257477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -22574770.000000 Penalty: 6005.396484
	Iteration 22Q: 3 clusters Score -2.257477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -22574770.000000 Penalty: 6005.396484
	Iteration 23F: 3 clusters Score -2.257477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Entering Unmasked Estep 
Score: -2739469.250000 Penalty: 2483.305176
	Iteration 0F: 2 clusters Score -2739469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2723850.750000 Penalty: 4966.610352
	Iteration 0F: 3 clusters Score -2723851 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2729185.250000 Penalty: 4966.610352
	Iteration 1F: 3 clusters Score -2729185 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2729673.250000 Penalty: 4966.610352
	Iteration 2F: 3 clusters Score -2729673 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2730142.500000 Penalty: 4966.610352
	Iteration 3Q: 3 clusters Score -2730142 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2730671.250000 Penalty: 4966.610352
	Iteration 4Q: 3 clusters Score -2730671 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2731312.750000 Penalty: 4966.610352
	Iteration 5F: 3 clusters Score -2731313 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2732197.500000 Penalty: 4966.610352
	Iteration 6F: 3 clusters Score -2732198 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2733221.750000 Penalty: 4966.610352
	Iteration 7F: 3 clusters Score -2733222 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2734346.250000 Penalty: 4966.610352
	Iteration 8F: 3 clusters Score -2734346 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2735449.250000 Penalty: 4966.610352
	Iteration 9F: 3 clusters Score -2735449 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2736245.000000 Penalty: 4966.610352
	Iteration 10Q: 3 clusters Score -2736245 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2736728.750000 Penalty: 4966.610352
	Iteration 11Q: 3 clusters Score -2736729 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2736965.500000 Penalty: 4966.610352
	Iteration 12Q: 3 clusters Score -2736966 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2737119.250000 Penalty: 4966.610352
	Iteration 13Q: 3 clusters Score -2737119 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2737207.750000 Penalty: 4966.610352
	Iteration 14Q: 3 clusters Score -2737208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2737279.750000 Penalty: 4966.610352
	Iteration 15Q: 3 clusters Score -2737280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2737323.500000 Penalty: 4966.610352
	Iteration 16Q: 3 clusters Score -2737324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2737363.250000 Penalty: 4966.610352
	Iteration 17Q: 3 clusters Score -2737363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2737403.500000 Penalty: 4966.610352
	Iteration 18Q: 3 clusters Score -2737404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2737430.750000 Penalty: 4966.610352
	Iteration 19Q: 3 clusters Score -2737431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2737454.500000 Penalty: 4966.610352
	Iteration 20F: 3 clusters Score -2737454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2737484.000000 Penalty: 4966.610352
	Iteration 21Q: 3 clusters Score -2737484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2737501.000000 Penalty: 4966.610352
	Iteration 22Q: 3 clusters Score -2737501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2737522.250000 Penalty: 4966.610352
	Iteration 23Q: 3 clusters Score -2737522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2737545.750000 Penalty: 4966.610352
	Iteration 24Q: 3 clusters Score -2737546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2737565.500000 Penalty: 4966.610352
	Iteration 25Q: 3 clusters Score -2737566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2737587.250000 Penalty: 4966.610352
	Iteration 26Q: 3 clusters Score -2737587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2737610.250000 Penalty: 4966.610352
	Iteration 27Q: 3 clusters Score -2737610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2737642.500000 Penalty: 4966.610352
	Iteration 28Q: 3 clusters Score -2737642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2737658.250000 Penalty: 4966.610352
	Iteration 29Q: 3 clusters Score -2737658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2737670.750000 Penalty: 4966.610352
	Iteration 30Q: 3 clusters Score -2737671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2737687.000000 Penalty: 4966.610352
	Iteration 31Q: 3 clusters Score -2737687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2737700.750000 Penalty: 4966.610352
	Iteration 32Q: 3 clusters Score -2737701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2737706.750000 Penalty: 4966.610352
	Iteration 33Q: 3 clusters Score -2737707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2737710.750000 Penalty: 4966.610352
	Iteration 34Q: 3 clusters Score -2737711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2737717.750000 Penalty: 4966.610352
	Iteration 35Q: 3 clusters Score -2737718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2737721.000000 Penalty: 4966.610352
	Iteration 36Q: 3 clusters Score -2737721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2737722.750000 Penalty: 4966.610352
	Iteration 37Q: 3 clusters Score -2737723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2737723.750000 Penalty: 4966.610352
	Iteration 38Q: 3 clusters Score -2737724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2737729.000000 Penalty: 4966.610352
	Iteration 39Q: 3 clusters Score -2737729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2737726.750000 Penalty: 4966.610352
	Iteration 40F: 3 clusters Score -2737727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Entering Unmasked Estep 
Score: -3615783.750000 Penalty: 2552.022949
	Iteration 0F: 2 clusters Score -3615784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3595578.750000 Penalty: 5104.045898
	Iteration 0F: 3 clusters Score -3595579 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3602889.250000 Penalty: 5104.045898
	Iteration 1F: 3 clusters Score -3602889 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3603579.500000 Penalty: 5104.045898
	Iteration 2F: 3 clusters Score -3603580 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3604346.000000 Penalty: 5104.045898
	Iteration 3F: 3 clusters Score -3604346 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3605116.500000 Penalty: 5104.045898
	Iteration 4F: 3 clusters Score -3605116 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3605880.250000 Penalty: 5104.045898
	Iteration 5F: 3 clusters Score -3605880 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3606582.500000 Penalty: 5104.045898
	Iteration 6F: 3 clusters Score -3606582 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3607293.250000 Penalty: 5104.045898
	Iteration 7Q: 3 clusters Score -3607293 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3607924.750000 Penalty: 5104.045898
	Iteration 8Q: 3 clusters Score -3607925 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3608513.000000 Penalty: 5104.045898
	Iteration 9Q: 3 clusters Score -3608513 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3609006.250000 Penalty: 5104.045898
	Iteration 10Q: 3 clusters Score -3609006 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3609465.500000 Penalty: 5104.045898
	Iteration 11Q: 3 clusters Score -3609466 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3609844.250000 Penalty: 5104.045898
	Iteration 12Q: 3 clusters Score -3609844 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3610124.750000 Penalty: 5104.045898
	Iteration 13Q: 3 clusters Score -3610125 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3610350.000000 Penalty: 5104.045898
	Iteration 14Q: 3 clusters Score -3610350 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3610564.750000 Penalty: 5104.045898
	Iteration 15Q: 3 clusters Score -3610565 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3610705.000000 Penalty: 5104.045898
	Iteration 16Q: 3 clusters Score -3610705 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3610839.750000 Penalty: 5104.045898
	Iteration 17Q: 3 clusters Score -3610840 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3610980.500000 Penalty: 5104.045898
	Iteration 18Q: 3 clusters Score -3610980 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3611126.000000 Penalty: 5104.045898
	Iteration 19Q: 3 clusters Score -3611126 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3611264.000000 Penalty: 5104.045898
	Iteration 20F: 3 clusters Score -3611264 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3611375.750000 Penalty: 5104.045898
	Iteration 21Q: 3 clusters Score -3611376 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3611536.250000 Penalty: 5104.045898
	Iteration 22Q: 3 clusters Score -3611536 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3611668.500000 Penalty: 5104.045898
	Iteration 23Q: 3 clusters Score -3611668 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3611787.250000 Penalty: 5104.045898
	Iteration 24Q: 3 clusters Score -3611787 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3611878.250000 Penalty: 5104.045898
	Iteration 25Q: 3 clusters Score -3611878 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3611976.750000 Penalty: 5104.045898
	Iteration 26Q: 3 clusters Score -3611977 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3612088.750000 Penalty: 5104.045898
	Iteration 27Q: 3 clusters Score -3612089 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3612197.250000 Penalty: 5104.045898
	Iteration 28Q: 3 clusters Score -3612197 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3612291.250000 Penalty: 5104.045898
	Iteration 29Q: 3 clusters Score -3612291 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3612407.750000 Penalty: 5104.045898
	Iteration 30Q: 3 clusters Score -3612408 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3612514.750000 Penalty: 5104.045898
	Iteration 31Q: 3 clusters Score -3612515 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3612631.000000 Penalty: 5104.045898
	Iteration 32Q: 3 clusters Score -3612631 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3612776.000000 Penalty: 5104.045898
	Iteration 33Q: 3 clusters Score -3612776 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3612900.750000 Penalty: 5104.045898
	Iteration 34Q: 3 clusters Score -3612901 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3613052.750000 Penalty: 5104.045898
	Iteration 35Q: 3 clusters Score -3613053 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3613189.750000 Penalty: 5104.045898
	Iteration 36Q: 3 clusters Score -3613190 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3613303.750000 Penalty: 5104.045898
	Iteration 37Q: 3 clusters Score -3613304 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3613381.500000 Penalty: 5104.045898
	Iteration 38Q: 3 clusters Score -3613382 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3613459.500000 Penalty: 5104.045898
	Iteration 39Q: 3 clusters Score -3613460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3613540.250000 Penalty: 5104.045898
	Iteration 40F: 3 clusters Score -3613540 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3613611.750000 Penalty: 5104.045898
	Iteration 41Q: 3 clusters Score -3613612 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3613684.500000 Penalty: 5104.045898
	Iteration 42Q: 3 clusters Score -3613684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3613735.750000 Penalty: 5104.045898
	Iteration 43Q: 3 clusters Score -3613736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3613782.500000 Penalty: 5104.045898
	Iteration 44Q: 3 clusters Score -3613782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3613812.500000 Penalty: 5104.045898
	Iteration 45Q: 3 clusters Score -3613812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3613840.000000 Penalty: 5104.045898
	Iteration 46Q: 3 clusters Score -3613840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3613863.250000 Penalty: 5104.045898
	Iteration 47Q: 3 clusters Score -3613863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3613876.250000 Penalty: 5104.045898
	Iteration 48Q: 3 clusters Score -3613876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3613901.250000 Penalty: 5104.045898
	Iteration 49Q: 3 clusters Score -3613901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3613924.250000 Penalty: 5104.045898
	Iteration 50Q: 3 clusters Score -3613924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3613937.250000 Penalty: 5104.045898
	Iteration 51Q: 3 clusters Score -3613937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3613946.750000 Penalty: 5104.045898
	Iteration 52Q: 3 clusters Score -3613947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3613965.000000 Penalty: 5104.045898
	Iteration 53Q: 3 clusters Score -3613965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3613976.250000 Penalty: 5104.045898
	Iteration 54Q: 3 clusters Score -3613976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3613994.000000 Penalty: 5104.045898
	Iteration 55Q: 3 clusters Score -3613994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3613999.750000 Penalty: 5104.045898
	Iteration 56Q: 3 clusters Score -3614000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3614006.500000 Penalty: 5104.045898
	Iteration 57Q: 3 clusters Score -3614006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3614013.750000 Penalty: 5104.045898
	Iteration 58Q: 3 clusters Score -3614014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3614023.500000 Penalty: 5104.045898
	Iteration 59Q: 3 clusters Score -3614024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3614023.000000 Penalty: 5104.045898
	Iteration 60F: 3 clusters Score -3614023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3614027.750000 Penalty: 5104.045898
	Iteration 61Q: 3 clusters Score -3614028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3614027.750000 Penalty: 5104.045898
	Iteration 62Q: 3 clusters Score -3614028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3614028.500000 Penalty: 5104.045898
	Iteration 63Q: 3 clusters Score -3614028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3614036.500000 Penalty: 5104.045898
	Iteration 64Q: 3 clusters Score -3614036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3614035.750000 Penalty: 5104.045898
	Iteration 65Q: 3 clusters Score -3614036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3614042.750000 Penalty: 5104.045898
	Iteration 66Q: 3 clusters Score -3614043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3614037.500000 Penalty: 5104.045898
	Iteration 67Q: 3 clusters Score -3614038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3614037.500000 Penalty: 5104.045898
	Iteration 68Q: 3 clusters Score -3614038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3614041.000000 Penalty: 5104.045898
	Iteration 69Q: 3 clusters Score -3614041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3614041.250000 Penalty: 5104.045898
	Iteration 70Q: 3 clusters Score -3614041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3614041.250000 Penalty: 5104.045898
	Iteration 71F: 3 clusters Score -3614041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -761411.562500 Penalty: 2177.062988
	Iteration 0F: 2 clusters Score -761411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -755985.750000 Penalty: 4354.125977
	Iteration 0F: 3 clusters Score -755985.8 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -757408.187500 Penalty: 4354.125977
	Iteration 1F: 3 clusters Score -757408.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -757641.437500 Penalty: 4354.125977
	Iteration 2F: 3 clusters Score -757641.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -757824.375000 Penalty: 4354.125977
	Iteration 3F: 3 clusters Score -757824.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -757961.875000 Penalty: 4354.125977
	Iteration 4Q: 3 clusters Score -757961.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -758090.937500 Penalty: 4354.125977
	Iteration 5Q: 3 clusters Score -758090.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -758220.312500 Penalty: 4354.125977
	Iteration 6Q: 3 clusters Score -758220.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -758329.312500 Penalty: 4354.125977
	Iteration 7Q: 3 clusters Score -758329.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -758409.062500 Penalty: 4354.125977
	Iteration 8Q: 3 clusters Score -758409.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -758505.687500 Penalty: 4354.125977
	Iteration 9Q: 3 clusters Score -758505.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -758609.312500 Penalty: 4354.125977
	Iteration 10Q: 3 clusters Score -758609.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -758708.875000 Penalty: 4354.125977
	Iteration 11Q: 3 clusters Score -758708.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -758808.750000 Penalty: 4354.125977
	Iteration 12Q: 3 clusters Score -758808.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -758921.750000 Penalty: 4354.125977
	Iteration 13Q: 3 clusters Score -758921.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -759039.875000 Penalty: 4354.125977
	Iteration 14Q: 3 clusters Score -759039.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -759181.500000 Penalty: 4354.125977
	Iteration 15Q: 3 clusters Score -759181.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -759333.500000 Penalty: 4354.125977
	Iteration 16Q: 3 clusters Score -759333.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -759433.812500 Penalty: 4354.125977
	Iteration 17Q: 3 clusters Score -759433.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -759512.812500 Penalty: 4354.125977
	Iteration 18Q: 3 clusters Score -759512.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -759596.875000 Penalty: 4354.125977
	Iteration 19Q: 3 clusters Score -759596.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -759679.562500 Penalty: 4354.125977
	Iteration 20F: 3 clusters Score -759679.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -759758.937500 Penalty: 4354.125977
	Iteration 21Q: 3 clusters Score -759758.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -759809.000000 Penalty: 4354.125977
	Iteration 22Q: 3 clusters Score -759809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -759847.375000 Penalty: 4354.125977
	Iteration 23Q: 3 clusters Score -759847.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -759875.812500 Penalty: 4354.125977
	Iteration 24Q: 3 clusters Score -759875.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -759901.187500 Penalty: 4354.125977
	Iteration 25Q: 3 clusters Score -759901.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -759915.500000 Penalty: 4354.125977
	Iteration 26Q: 3 clusters Score -759915.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -759925.000000 Penalty: 4354.125977
	Iteration 27Q: 3 clusters Score -759925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -759932.437500 Penalty: 4354.125977
	Iteration 28Q: 3 clusters Score -759932.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -759936.500000 Penalty: 4354.125977
	Iteration 29Q: 3 clusters Score -759936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -759938.562500 Penalty: 4354.125977
	Iteration 30Q: 3 clusters Score -759938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -759939.937500 Penalty: 4354.125977
	Iteration 31Q: 3 clusters Score -759939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -759939.875000 Penalty: 4354.125977
	Iteration 32Q: 3 clusters Score -759939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -759944.125000 Penalty: 4354.125977
	Iteration 33Q: 3 clusters Score -759944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -759944.750000 Penalty: 4354.125977
	Iteration 34Q: 3 clusters Score -759944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -759944.812500 Penalty: 4354.125977
	Iteration 35Q: 3 clusters Score -759944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -759946.875000 Penalty: 4354.125977
	Iteration 36Q: 3 clusters Score -759946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -759946.875000 Penalty: 4354.125977
	Iteration 37Q: 3 clusters Score -759946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -759947.250000 Penalty: 4354.125977
	Iteration 38Q: 3 clusters Score -759947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -759947.250000 Penalty: 4354.125977
	Iteration 39F: 3 clusters Score -759947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Entering Unmasked Estep 
Score: -3896298.750000 Penalty: 2574.786377
	Iteration 0F: 2 clusters Score -3896299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3874231.000000 Penalty: 5149.572754
	Iteration 0F: 3 clusters Score -3874231 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3882352.750000 Penalty: 5149.572754
	Iteration 1F: 3 clusters Score -3882353 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3882939.500000 Penalty: 5149.572754
	Iteration 2Q: 3 clusters Score -3882940 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3883449.000000 Penalty: 5149.572754
	Iteration 3Q: 3 clusters Score -3883449 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3883957.500000 Penalty: 5149.572754
	Iteration 4Q: 3 clusters Score -3883958 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3884557.750000 Penalty: 5149.572754
	Iteration 5Q: 3 clusters Score -3884558 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3885308.000000 Penalty: 5149.572754
	Iteration 6Q: 3 clusters Score -3885308 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3886225.250000 Penalty: 5149.572754
	Iteration 7F: 3 clusters Score -3886225 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3887305.500000 Penalty: 5149.572754
	Iteration 8F: 3 clusters Score -3887306 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3888608.000000 Penalty: 5149.572754
	Iteration 9F: 3 clusters Score -3888608 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3890082.750000 Penalty: 5149.572754
	Iteration 10F: 3 clusters Score -3890083 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3891470.750000 Penalty: 5149.572754
	Iteration 11F: 3 clusters Score -3891471 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3892543.750000 Penalty: 5149.572754
	Iteration 12Q: 3 clusters Score -3892544 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3893243.250000 Penalty: 5149.572754
	Iteration 13Q: 3 clusters Score -3893243 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3893652.000000 Penalty: 5149.572754
	Iteration 14Q: 3 clusters Score -3893652 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3893918.500000 Penalty: 5149.572754
	Iteration 15Q: 3 clusters Score -3893918 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3894129.750000 Penalty: 5149.572754
	Iteration 16Q: 3 clusters Score -3894130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3894369.750000 Penalty: 5149.572754
	Iteration 17Q: 3 clusters Score -3894370 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3894567.250000 Penalty: 5149.572754
	Iteration 18Q: 3 clusters Score -3894567 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3894753.750000 Penalty: 5149.572754
	Iteration 19Q: 3 clusters Score -3894754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3895014.000000 Penalty: 5149.572754
	Iteration 20F: 3 clusters Score -3895014 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3895245.000000 Penalty: 5149.572754
	Iteration 21Q: 3 clusters Score -3895245 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3895444.000000 Penalty: 5149.572754
	Iteration 22Q: 3 clusters Score -3895444 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3895635.750000 Penalty: 5149.572754
	Iteration 23Q: 3 clusters Score -3895636 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3895790.750000 Penalty: 5149.572754
	Iteration 24Q: 3 clusters Score -3895791 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3895887.500000 Penalty: 5149.572754
	Iteration 25Q: 3 clusters Score -3895888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3895952.000000 Penalty: 5149.572754
	Iteration 26Q: 3 clusters Score -3895952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3895984.250000 Penalty: 5149.572754
	Iteration 27Q: 3 clusters Score -3895984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3895996.250000 Penalty: 5149.572754
	Iteration 28Q: 3 clusters Score -3895996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3895999.000000 Penalty: 5149.572754
	Iteration 29Q: 3 clusters Score -3895999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3896006.500000 Penalty: 5149.572754
	Iteration 30Q: 3 clusters Score -3896006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3896007.250000 Penalty: 5149.572754
	Iteration 31Q: 3 clusters Score -3896007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3896017.750000 Penalty: 5149.572754
	Iteration 32Q: 3 clusters Score -3896018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3896014.000000 Penalty: 5149.572754
	Iteration 33Q: 3 clusters Score -3896014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3896016.500000 Penalty: 5149.572754
	Iteration 34Q: 3 clusters Score -3896016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3896019.000000 Penalty: 5149.572754
	Iteration 35Q: 3 clusters Score -3896019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3896022.000000 Penalty: 5149.572754
	Iteration 36Q: 3 clusters Score -3896022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3896023.500000 Penalty: 5149.572754
	Iteration 37Q: 3 clusters Score -3896024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3896019.500000 Penalty: 5149.572754
	Iteration 38Q: 3 clusters Score -3896020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3896024.000000 Penalty: 5149.572754
	Iteration 39Q: 3 clusters Score -3896024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3896031.750000 Penalty: 5149.572754
	Iteration 40F: 3 clusters Score -3896032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3896039.000000 Penalty: 5149.572754
	Iteration 41Q: 3 clusters Score -3896039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3896041.750000 Penalty: 5149.572754
	Iteration 42Q: 3 clusters Score -3896042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3896044.500000 Penalty: 5149.572754
	Iteration 43Q: 3 clusters Score -3896044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3896047.750000 Penalty: 5149.572754
	Iteration 44Q: 3 clusters Score -3896048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3896050.000000 Penalty: 5149.572754
	Iteration 45Q: 3 clusters Score -3896050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3896051.500000 Penalty: 5149.572754
	Iteration 46Q: 3 clusters Score -3896052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3896047.000000 Penalty: 5149.572754
	Iteration 47Q: 3 clusters Score -3896047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3896047.750000 Penalty: 5149.572754
	Iteration 48Q: 3 clusters Score -3896048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3896047.750000 Penalty: 5149.572754
	Iteration 49F: 3 clusters Score -3896048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Entering Unmasked Estep 
Score: -4501459.000000 Penalty: 2615.727051
	Iteration 0F: 2 clusters Score -4501459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4475695.000000 Penalty: 5231.454102
	Iteration 0F: 3 clusters Score -4475695 nChanged 17328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4485986.000000 Penalty: 5231.454102
	Iteration 1F: 3 clusters Score -4485986 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4487855.500000 Penalty: 5231.454102
	Iteration 2F: 3 clusters Score -4487856 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4490226.500000 Penalty: 5231.454102
	Iteration 3F: 3 clusters Score -4490226 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4493062.500000 Penalty: 5231.454102
	Iteration 4F: 3 clusters Score -4493062 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4496029.500000 Penalty: 5231.454102
	Iteration 5F: 3 clusters Score -4496030 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4498757.000000 Penalty: 5231.454102
	Iteration 6F: 3 clusters Score -4498757 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4500817.000000 Penalty: 5231.454102
	Iteration 7F: 3 clusters Score -4500817 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4502041.000000 Penalty: 5231.454102
	Iteration 8Q: 3 clusters Score -4502041 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4502835.500000 Penalty: 5231.454102
	Iteration 9Q: 3 clusters Score -4502836 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4503218.500000 Penalty: 5231.454102
	Iteration 10Q: 3 clusters Score -4503218 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4503417.500000 Penalty: 5231.454102
	Iteration 11Q: 3 clusters Score -4503418 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4503500.000000 Penalty: 5231.454102
	Iteration 12Q: 3 clusters Score -4503500 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4503542.000000 Penalty: 5231.454102
	Iteration 13Q: 3 clusters Score -4503542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4503556.000000 Penalty: 5231.454102
	Iteration 14Q: 3 clusters Score -4503556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4503567.500000 Penalty: 5231.454102
	Iteration 15Q: 3 clusters Score -4503568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4503572.000000 Penalty: 5231.454102
	Iteration 16Q: 3 clusters Score -4503572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4503572.500000 Penalty: 5231.454102
	Iteration 17Q: 3 clusters Score -4503572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4503575.000000 Penalty: 5231.454102
	Iteration 18Q: 3 clusters Score -4503575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4503583.500000 Penalty: 5231.454102
	Iteration 19Q: 3 clusters Score -4503584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4503591.000000 Penalty: 5231.454102
	Iteration 20F: 3 clusters Score -4503591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4503593.500000 Penalty: 5231.454102
	Iteration 21Q: 3 clusters Score -4503594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4503594.000000 Penalty: 5231.454102
	Iteration 22Q: 3 clusters Score -4503594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4503591.500000 Penalty: 5231.454102
	Iteration 23Q: 3 clusters Score -4503592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4503587.500000 Penalty: 5231.454102
	Iteration 24Q: 3 clusters Score -4503588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4503589.000000 Penalty: 5231.454102
	Iteration 25Q: 3 clusters Score -4503589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4503586.000000 Penalty: 5231.454102
	Iteration 26Q: 3 clusters Score -4503586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4503592.000000 Penalty: 5231.454102
	Iteration 27Q: 3 clusters Score -4503592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4503592.000000 Penalty: 5231.454102
	Iteration 28Q: 3 clusters Score -4503592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4503591.000000 Penalty: 5231.454102
	Iteration 29Q: 3 clusters Score -4503591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4503587.500000 Penalty: 5231.454102
	Iteration 30Q: 3 clusters Score -4503588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4503599.000000 Penalty: 5231.454102
	Iteration 31Q: 3 clusters Score -4503599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4503601.000000 Penalty: 5231.454102
	Iteration 32Q: 3 clusters Score -4503601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4503601.000000 Penalty: 5231.454102
	Iteration 33F: 3 clusters Score -4503601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 172310 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 55885 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 27059 members 
Mstep: Class 10 contains 181254 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 32280 members 
Mstep: Class 15 contains 35625 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 20915 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 175374 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 174851 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 19938 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 2449 members 
Entering Unmasked Estep 
Score: -124224784.000000 Penalty: 85873.281250
Splitting cluster 15 changes total score from -124223576.000000 to -124224784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -734310.937500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -734310.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -728819.750000 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -728819.8 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -730277.437500 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -730277.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -730603.187500 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -730603.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -730936.562500 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -730936.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -731285.187500 Penalty: 4353.437988
	Iteration 4F: 3 clusters Score -731285.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -731709.687500 Penalty: 4353.437988
	Iteration 5F: 3 clusters Score -731709.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -732208.875000 Penalty: 4353.437988
	Iteration 6F: 3 clusters Score -732208.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -732566.437500 Penalty: 4353.437988
	Iteration 7F: 3 clusters Score -732566.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -732791.500000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -732791.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -732909.937500 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -732909.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -732985.062500 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -732985.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -733031.937500 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -733031.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -733060.750000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -733060.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -733080.562500 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -733080.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -733088.875000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -733088.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -733098.750000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -733098.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -733108.062500 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -733108.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -733109.500000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -733109.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -733112.687500 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -733112.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -733116.562500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -733116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -733116.687500 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -733116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -733116.125000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -733116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -733116.500000 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -733116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -733116.500000 Penalty: 4353.437988
	Iteration 23F: 3 clusters Score -733116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Entering Unmasked Estep 
Score: -2393308.000000 Penalty: 2467.159180
	Iteration 0F: 2 clusters Score -2393308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2378623.750000 Penalty: 4934.318359
	Iteration 0F: 3 clusters Score -2378624 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2383684.250000 Penalty: 4934.318359
	Iteration 1F: 3 clusters Score -2383684 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2384402.000000 Penalty: 4934.318359
	Iteration 2F: 3 clusters Score -2384402 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2385286.500000 Penalty: 4934.318359
	Iteration 3F: 3 clusters Score -2385286 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2386322.500000 Penalty: 4934.318359
	Iteration 4F: 3 clusters Score -2386322 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2387305.250000 Penalty: 4934.318359
	Iteration 5F: 3 clusters Score -2387305 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2388020.500000 Penalty: 4934.318359
	Iteration 6F: 3 clusters Score -2388020 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2388503.000000 Penalty: 4934.318359
	Iteration 7Q: 3 clusters Score -2388503 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2388804.750000 Penalty: 4934.318359
	Iteration 8Q: 3 clusters Score -2388805 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2389006.250000 Penalty: 4934.318359
	Iteration 9Q: 3 clusters Score -2389006 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2389142.750000 Penalty: 4934.318359
	Iteration 10Q: 3 clusters Score -2389143 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2389254.500000 Penalty: 4934.318359
	Iteration 11Q: 3 clusters Score -2389254 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2389331.500000 Penalty: 4934.318359
	Iteration 12Q: 3 clusters Score -2389332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2389405.750000 Penalty: 4934.318359
	Iteration 13Q: 3 clusters Score -2389406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2389470.750000 Penalty: 4934.318359
	Iteration 14Q: 3 clusters Score -2389471 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2389536.750000 Penalty: 4934.318359
	Iteration 15Q: 3 clusters Score -2389537 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2389598.500000 Penalty: 4934.318359
	Iteration 16Q: 3 clusters Score -2389598 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2389665.500000 Penalty: 4934.318359
	Iteration 17Q: 3 clusters Score -2389666 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2389716.250000 Penalty: 4934.318359
	Iteration 18Q: 3 clusters Score -2389716 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2389765.500000 Penalty: 4934.318359
	Iteration 19Q: 3 clusters Score -2389766 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2389819.500000 Penalty: 4934.318359
	Iteration 20F: 3 clusters Score -2389820 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2389872.000000 Penalty: 4934.318359
	Iteration 21Q: 3 clusters Score -2389872 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2389925.750000 Penalty: 4934.318359
	Iteration 22Q: 3 clusters Score -2389926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2389980.250000 Penalty: 4934.318359
	Iteration 23Q: 3 clusters Score -2389980 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2390038.750000 Penalty: 4934.318359
	Iteration 24Q: 3 clusters Score -2390039 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2390085.250000 Penalty: 4934.318359
	Iteration 25Q: 3 clusters Score -2390085 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2390131.500000 Penalty: 4934.318359
	Iteration 26Q: 3 clusters Score -2390132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2390176.500000 Penalty: 4934.318359
	Iteration 27Q: 3 clusters Score -2390176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2390210.500000 Penalty: 4934.318359
	Iteration 28Q: 3 clusters Score -2390210 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2390266.000000 Penalty: 4934.318359
	Iteration 29Q: 3 clusters Score -2390266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2390334.000000 Penalty: 4934.318359
	Iteration 30Q: 3 clusters Score -2390334 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2390398.000000 Penalty: 4934.318359
	Iteration 31Q: 3 clusters Score -2390398 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2390473.750000 Penalty: 4934.318359
	Iteration 32Q: 3 clusters Score -2390474 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2390536.250000 Penalty: 4934.318359
	Iteration 33Q: 3 clusters Score -2390536 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2390616.500000 Penalty: 4934.318359
	Iteration 34Q: 3 clusters Score -2390616 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2390683.500000 Penalty: 4934.318359
	Iteration 35Q: 3 clusters Score -2390684 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2390763.500000 Penalty: 4934.318359
	Iteration 36Q: 3 clusters Score -2390764 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2390854.250000 Penalty: 4934.318359
	Iteration 37Q: 3 clusters Score -2390854 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2390957.250000 Penalty: 4934.318359
	Iteration 38Q: 3 clusters Score -2390957 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2391015.000000 Penalty: 4934.318359
	Iteration 39Q: 3 clusters Score -2391015 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2391066.750000 Penalty: 4934.318359
	Iteration 40F: 3 clusters Score -2391067 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2391119.500000 Penalty: 4934.318359
	Iteration 41Q: 3 clusters Score -2391120 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2391171.500000 Penalty: 4934.318359
	Iteration 42Q: 3 clusters Score -2391172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2391216.000000 Penalty: 4934.318359
	Iteration 43Q: 3 clusters Score -2391216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2391258.250000 Penalty: 4934.318359
	Iteration 44Q: 3 clusters Score -2391258 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2391297.000000 Penalty: 4934.318359
	Iteration 45Q: 3 clusters Score -2391297 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2391332.250000 Penalty: 4934.318359
	Iteration 46Q: 3 clusters Score -2391332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2391343.500000 Penalty: 4934.318359
	Iteration 47Q: 3 clusters Score -2391344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2391368.500000 Penalty: 4934.318359
	Iteration 48Q: 3 clusters Score -2391368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2391395.000000 Penalty: 4934.318359
	Iteration 49Q: 3 clusters Score -2391395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2391414.750000 Penalty: 4934.318359
	Iteration 50Q: 3 clusters Score -2391415 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2391435.750000 Penalty: 4934.318359
	Iteration 51Q: 3 clusters Score -2391436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2391449.750000 Penalty: 4934.318359
	Iteration 52Q: 3 clusters Score -2391450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2391463.750000 Penalty: 4934.318359
	Iteration 53Q: 3 clusters Score -2391464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2391485.250000 Penalty: 4934.318359
	Iteration 54Q: 3 clusters Score -2391485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2391507.750000 Penalty: 4934.318359
	Iteration 55Q: 3 clusters Score -2391508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2391527.500000 Penalty: 4934.318359
	Iteration 56Q: 3 clusters Score -2391528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2391543.500000 Penalty: 4934.318359
	Iteration 57Q: 3 clusters Score -2391544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2391563.500000 Penalty: 4934.318359
	Iteration 58Q: 3 clusters Score -2391564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2391567.250000 Penalty: 4934.318359
	Iteration 59Q: 3 clusters Score -2391567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2391573.250000 Penalty: 4934.318359
	Iteration 60F: 3 clusters Score -2391573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2391593.750000 Penalty: 4934.318359
	Iteration 61Q: 3 clusters Score -2391594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2391604.250000 Penalty: 4934.318359
	Iteration 62Q: 3 clusters Score -2391604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2391626.000000 Penalty: 4934.318359
	Iteration 63Q: 3 clusters Score -2391626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2391646.000000 Penalty: 4934.318359
	Iteration 64Q: 3 clusters Score -2391646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2391649.250000 Penalty: 4934.318359
	Iteration 65Q: 3 clusters Score -2391649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2391672.500000 Penalty: 4934.318359
	Iteration 66Q: 3 clusters Score -2391672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2391680.250000 Penalty: 4934.318359
	Iteration 67Q: 3 clusters Score -2391680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2391698.250000 Penalty: 4934.318359
	Iteration 68Q: 3 clusters Score -2391698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2391707.750000 Penalty: 4934.318359
	Iteration 69Q: 3 clusters Score -2391708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2391705.750000 Penalty: 4934.318359
	Iteration 70Q: 3 clusters Score -2391706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2391713.000000 Penalty: 4934.318359
	Iteration 71Q: 3 clusters Score -2391713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2391716.500000 Penalty: 4934.318359
	Iteration 72Q: 3 clusters Score -2391716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2391718.250000 Penalty: 4934.318359
	Iteration 73Q: 3 clusters Score -2391718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2391729.500000 Penalty: 4934.318359
	Iteration 74Q: 3 clusters Score -2391730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2391735.500000 Penalty: 4934.318359
	Iteration 75Q: 3 clusters Score -2391736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2391733.500000 Penalty: 4934.318359
	Iteration 76Q: 3 clusters Score -2391734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2391735.250000 Penalty: 4934.318359
	Iteration 77Q: 3 clusters Score -2391735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2391737.000000 Penalty: 4934.318359
	Iteration 78Q: 3 clusters Score -2391737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2391736.750000 Penalty: 4934.318359
	Iteration 79Q: 3 clusters Score -2391737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2391739.000000 Penalty: 4934.318359
	Iteration 80F: 3 clusters Score -2391739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2391738.000000 Penalty: 4934.318359
	Iteration 81Q: 3 clusters Score -2391738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2391743.750000 Penalty: 4934.318359
	Iteration 82Q: 3 clusters Score -2391744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2391743.000000 Penalty: 4934.318359
	Iteration 83Q: 3 clusters Score -2391743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2391746.250000 Penalty: 4934.318359
	Iteration 84Q: 3 clusters Score -2391746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2391751.750000 Penalty: 4934.318359
	Iteration 85Q: 3 clusters Score -2391752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2391756.250000 Penalty: 4934.318359
	Iteration 86Q: 3 clusters Score -2391756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2391759.750000 Penalty: 4934.318359
	Iteration 87Q: 3 clusters Score -2391760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2391756.750000 Penalty: 4934.318359
	Iteration 88Q: 3 clusters Score -2391757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2391757.500000 Penalty: 4934.318359
	Iteration 89Q: 3 clusters Score -2391758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2391757.750000 Penalty: 4934.318359
	Iteration 90Q: 3 clusters Score -2391758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2391762.500000 Penalty: 4934.318359
	Iteration 91Q: 3 clusters Score -2391762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2391766.000000 Penalty: 4934.318359
	Iteration 92Q: 3 clusters Score -2391766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2391766.500000 Penalty: 4934.318359
	Iteration 93Q: 3 clusters Score -2391766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2391771.000000 Penalty: 4934.318359
	Iteration 94Q: 3 clusters Score -2391771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2391773.000000 Penalty: 4934.318359
	Iteration 95Q: 3 clusters Score -2391773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2391774.000000 Penalty: 4934.318359
	Iteration 96Q: 3 clusters Score -2391774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2391773.250000 Penalty: 4934.318359
	Iteration 97Q: 3 clusters Score -2391773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2391774.000000 Penalty: 4934.318359
	Iteration 98Q: 3 clusters Score -2391774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2391774.750000 Penalty: 4934.318359
	Iteration 99Q: 3 clusters Score -2391775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2391776.000000 Penalty: 4934.318359
	Iteration 100F: 3 clusters Score -2391776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2391773.250000 Penalty: 4934.318359
	Iteration 101Q: 3 clusters Score -2391773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2391776.500000 Penalty: 4934.318359
	Iteration 102Q: 3 clusters Score -2391776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2391776.750000 Penalty: 4934.318359
	Iteration 103Q: 3 clusters Score -2391777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2391775.000000 Penalty: 4934.318359
	Iteration 104Q: 3 clusters Score -2391775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2391775.250000 Penalty: 4934.318359
	Iteration 105Q: 3 clusters Score -2391775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2391775.250000 Penalty: 4934.318359
	Iteration 106F: 3 clusters Score -2391775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -355294.093750 Penalty: 1996.416138
	Iteration 0F: 2 clusters Score -355294.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -352010.718750 Penalty: 3992.832275
	Iteration 0F: 3 clusters Score -352010.7 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -352810.875000 Penalty: 3992.832275
	Iteration 1F: 3 clusters Score -352810.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -353140.031250 Penalty: 3992.832275
	Iteration 2F: 3 clusters Score -353140 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -353421.875000 Penalty: 3992.832275
	Iteration 3F: 3 clusters Score -353421.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -353659.687500 Penalty: 3992.832275
	Iteration 4F: 3 clusters Score -353659.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -353866.656250 Penalty: 3992.832275
	Iteration 5Q: 3 clusters Score -353866.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -354003.625000 Penalty: 3992.832275
	Iteration 6Q: 3 clusters Score -354003.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -354074.562500 Penalty: 3992.832275
	Iteration 7Q: 3 clusters Score -354074.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -354108.687500 Penalty: 3992.832275
	Iteration 8Q: 3 clusters Score -354108.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -354135.968750 Penalty: 3992.832275
	Iteration 9Q: 3 clusters Score -354136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -354159.781250 Penalty: 3992.832275
	Iteration 10Q: 3 clusters Score -354159.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -354178.843750 Penalty: 3992.832275
	Iteration 11Q: 3 clusters Score -354178.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -354193.750000 Penalty: 3992.832275
	Iteration 12Q: 3 clusters Score -354193.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -354210.750000 Penalty: 3992.832275
	Iteration 13Q: 3 clusters Score -354210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -354224.125000 Penalty: 3992.832275
	Iteration 14Q: 3 clusters Score -354224.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -354232.000000 Penalty: 3992.832275
	Iteration 15Q: 3 clusters Score -354232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -354236.812500 Penalty: 3992.832275
	Iteration 16Q: 3 clusters Score -354236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -354239.687500 Penalty: 3992.832275
	Iteration 17Q: 3 clusters Score -354239.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -354242.437500 Penalty: 3992.832275
	Iteration 18Q: 3 clusters Score -354242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -354244.500000 Penalty: 3992.832275
	Iteration 19Q: 3 clusters Score -354244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -354246.812500 Penalty: 3992.832275
	Iteration 20F: 3 clusters Score -354246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -354248.125000 Penalty: 3992.832275
	Iteration 21Q: 3 clusters Score -354248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -354248.250000 Penalty: 3992.832275
	Iteration 22Q: 3 clusters Score -354248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -354248.250000 Penalty: 3992.832275
	Iteration 23F: 3 clusters Score -354248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Entering Unmasked Estep 
Score: -21768324.000000 Penalty: 2994.519775
	Iteration 0F: 2 clusters Score -2.176832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -21652832.000000 Penalty: 5989.039551
	Iteration 0F: 3 clusters Score -2.165283e+07 nChanged 84148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -21701794.000000 Penalty: 5989.039551
	Iteration 1F: 3 clusters Score -2.170179e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -21703330.000000 Penalty: 5989.039551
	Iteration 2Q: 3 clusters Score -2.170333e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -21706392.000000 Penalty: 5989.039551
	Iteration 3Q: 3 clusters Score -2.170639e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -21712780.000000 Penalty: 5989.039551
	Iteration 4F: 3 clusters Score -2.171278e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -21723432.000000 Penalty: 5989.039551
	Iteration 5F: 3 clusters Score -2.172343e+07 nChanged 15655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -21736858.000000 Penalty: 5989.039551
	Iteration 6F: 3 clusters Score -2.173686e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -21748706.000000 Penalty: 5989.039551
	Iteration 7F: 3 clusters Score -2.174871e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155422 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -21757360.000000 Penalty: 5989.039551
	Iteration 8Q: 3 clusters Score -2.175736e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159235 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -21762274.000000 Penalty: 5989.039551
	Iteration 9Q: 3 clusters Score -2.176227e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160880 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -21764528.000000 Penalty: 5989.039551
	Iteration 10Q: 3 clusters Score -2.176453e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161935 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -21765298.000000 Penalty: 5989.039551
	Iteration 11Q: 3 clusters Score -2.17653e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162782 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -21765686.000000 Penalty: 5989.039551
	Iteration 12Q: 3 clusters Score -2.176569e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163531 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -21765896.000000 Penalty: 5989.039551
	Iteration 13Q: 3 clusters Score -2.17659e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -21765984.000000 Penalty: 5989.039551
	Iteration 14Q: 3 clusters Score -2.176598e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -21766168.000000 Penalty: 5989.039551
	Iteration 15Q: 3 clusters Score -2.176617e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -21766204.000000 Penalty: 5989.039551
	Iteration 16Q: 3 clusters Score -2.17662e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165959 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -21766270.000000 Penalty: 5989.039551
	Iteration 17Q: 3 clusters Score -2.176627e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -21766412.000000 Penalty: 5989.039551
	Iteration 18Q: 3 clusters Score -2.176641e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -21766488.000000 Penalty: 5989.039551
	Iteration 19Q: 3 clusters Score -2.176649e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -21766542.000000 Penalty: 5989.039551
	Iteration 20F: 3 clusters Score -2.176654e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -21766572.000000 Penalty: 5989.039551
	Iteration 21Q: 3 clusters Score -2.176657e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -21766666.000000 Penalty: 5989.039551
	Iteration 22Q: 3 clusters Score -2.176667e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -21766698.000000 Penalty: 5989.039551
	Iteration 23Q: 3 clusters Score -2.17667e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168610 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -21766740.000000 Penalty: 5989.039551
	Iteration 24Q: 3 clusters Score -2.176674e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168863 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -21766772.000000 Penalty: 5989.039551
	Iteration 25Q: 3 clusters Score -2.176677e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -21766758.000000 Penalty: 5989.039551
	Iteration 26Q: 3 clusters Score -2.176676e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169332 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -21766748.000000 Penalty: 5989.039551
	Iteration 27Q: 3 clusters Score -2.176675e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -21766778.000000 Penalty: 5989.039551
	Iteration 28Q: 3 clusters Score -2.176678e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -21766808.000000 Penalty: 5989.039551
	Iteration 29Q: 3 clusters Score -2.176681e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169888 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -21766790.000000 Penalty: 5989.039551
	Iteration 30Q: 3 clusters Score -2.176679e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -21766764.000000 Penalty: 5989.039551
	Iteration 31Q: 3 clusters Score -2.176676e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170181 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -21766752.000000 Penalty: 5989.039551
	Iteration 32Q: 3 clusters Score -2.176675e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170322 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -21766750.000000 Penalty: 5989.039551
	Iteration 33Q: 3 clusters Score -2.176675e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170450 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -21766734.000000 Penalty: 5989.039551
	Iteration 34Q: 3 clusters Score -2.176673e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170568 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -21766742.000000 Penalty: 5989.039551
	Iteration 35Q: 3 clusters Score -2.176674e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170662 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -21766720.000000 Penalty: 5989.039551
	Iteration 36Q: 3 clusters Score -2.176672e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170757 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -21766712.000000 Penalty: 5989.039551
	Iteration 37Q: 3 clusters Score -2.176671e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -21766666.000000 Penalty: 5989.039551
	Iteration 38Q: 3 clusters Score -2.176667e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -21766652.000000 Penalty: 5989.039551
	Iteration 39Q: 3 clusters Score -2.176665e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -21766672.000000 Penalty: 5989.039551
	Iteration 40F: 3 clusters Score -2.176667e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171153 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -21766668.000000 Penalty: 5989.039551
	Iteration 41Q: 3 clusters Score -2.176667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -21766686.000000 Penalty: 5989.039551
	Iteration 42Q: 3 clusters Score -2.176669e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -21766670.000000 Penalty: 5989.039551
	Iteration 43Q: 3 clusters Score -2.176667e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171332 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21766652.000000 Penalty: 5989.039551
	Iteration 44Q: 3 clusters Score -2.176665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -21766636.000000 Penalty: 5989.039551
	Iteration 45Q: 3 clusters Score -2.176664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -21766628.000000 Penalty: 5989.039551
	Iteration 46Q: 3 clusters Score -2.176663e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171451 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -21766628.000000 Penalty: 5989.039551
	Iteration 47Q: 3 clusters Score -2.176663e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -21766626.000000 Penalty: 5989.039551
	Iteration 48Q: 3 clusters Score -2.176663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171519 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -21766638.000000 Penalty: 5989.039551
	Iteration 49Q: 3 clusters Score -2.176664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171542 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -21766618.000000 Penalty: 5989.039551
	Iteration 50Q: 3 clusters Score -2.176662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171564 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -21766604.000000 Penalty: 5989.039551
	Iteration 51Q: 3 clusters Score -2.17666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171586 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -21766606.000000 Penalty: 5989.039551
	Iteration 52Q: 3 clusters Score -2.176661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -21766606.000000 Penalty: 5989.039551
	Iteration 53Q: 3 clusters Score -2.176661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171630 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -21766636.000000 Penalty: 5989.039551
	Iteration 54Q: 3 clusters Score -2.176664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -21766664.000000 Penalty: 5989.039551
	Iteration 55Q: 3 clusters Score -2.176666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -21766664.000000 Penalty: 5989.039551
	Iteration 56Q: 3 clusters Score -2.176666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21766654.000000 Penalty: 5989.039551
	Iteration 57Q: 3 clusters Score -2.176665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171724 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -21766652.000000 Penalty: 5989.039551
	Iteration 58Q: 3 clusters Score -2.176665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -21766630.000000 Penalty: 5989.039551
	Iteration 59Q: 3 clusters Score -2.176663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21766628.000000 Penalty: 5989.039551
	Iteration 60F: 3 clusters Score -2.176663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171777 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -21766622.000000 Penalty: 5989.039551
	Iteration 61Q: 3 clusters Score -2.176662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171783 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -21766628.000000 Penalty: 5989.039551
	Iteration 62Q: 3 clusters Score -2.176663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171786 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -21766636.000000 Penalty: 5989.039551
	Iteration 63Q: 3 clusters Score -2.176664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -21766632.000000 Penalty: 5989.039551
	Iteration 64Q: 3 clusters Score -2.176663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -21766632.000000 Penalty: 5989.039551
	Iteration 65F: 3 clusters Score -2.176663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -99699.039062 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -99699.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97898.414062 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -97898.41 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98705.625000 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -98705.62 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -99411.578125 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -99411.58 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99782.132812 Penalty: 3413.179932
	Iteration 3F: 3 clusters Score -99782.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100062.656250 Penalty: 3413.179932
	Iteration 4F: 3 clusters Score -100062.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100289.953125 Penalty: 3413.179932
	Iteration 5F: 3 clusters Score -100290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100398.710938 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -100398.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100465.257812 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -100465.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100565.390625 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -100565.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100943.921875 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -100943.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101350.984375 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -101351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101517.210938 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -101517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101533.843750 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -101533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101539.265625 Penalty: 3413.179932
	Iteration 13F: 3 clusters Score -101539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101543.429688 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -101543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101543.429688 Penalty: 3413.179932
	Iteration 15F: 3 clusters Score -101543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 172310 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 55885 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 27059 members 
Mstep: Class 10 contains 181254 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 32280 members 
Mstep: Class 15 contains 35625 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 20915 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 175374 members 
Mstep: Class 20 contains 660 members 
Mstep: Class 21 contains 174851 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 19938 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 314 members 
Entering Unmasked Estep 
Score: -124224856.000000 Penalty: 89308.210938
Splitting cluster 20 changes total score from -124223576.000000 to -124224856.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (174851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Entering Unmasked Estep 
Score: -21512188.000000 Penalty: 2993.779053
	Iteration 0F: 2 clusters Score -2.151219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -21397486.000000 Penalty: 5987.558105
	Iteration 0F: 3 clusters Score -2.139749e+07 nChanged 84142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -21446528.000000 Penalty: 5987.558105
	Iteration 1F: 3 clusters Score -2.144653e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -21448272.000000 Penalty: 5987.558105
	Iteration 2Q: 3 clusters Score -2.144827e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -21451260.000000 Penalty: 5987.558105
	Iteration 3Q: 3 clusters Score -2.145126e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 112800 members 
Entering Unmasked Estep 
Score: -21456578.000000 Penalty: 5987.558105
	Iteration 4F: 3 clusters Score -2.145658e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -21465472.000000 Penalty: 5987.558105
	Iteration 5F: 3 clusters Score -2.146547e+07 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 140237 members 
Entering Unmasked Estep 
Score: -21478756.000000 Penalty: 5987.558105
	Iteration 6F: 3 clusters Score -2.147876e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -21492282.000000 Penalty: 5987.558105
	Iteration 7F: 3 clusters Score -2.149228e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -21502012.000000 Penalty: 5987.558105
	Iteration 8F: 3 clusters Score -2.150201e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 171153 members 
Entering Unmasked Estep 
Score: -21506692.000000 Penalty: 5987.558105
	Iteration 9Q: 3 clusters Score -2.150669e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 173523 members 
Entering Unmasked Estep 
Score: -21508548.000000 Penalty: 5987.558105
	Iteration 10Q: 3 clusters Score -2.150855e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 174286 members 
Entering Unmasked Estep 
Score: -21509136.000000 Penalty: 5987.558105
	Iteration 11Q: 3 clusters Score -2.150914e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 174488 members 
Entering Unmasked Estep 
Score: -21509312.000000 Penalty: 5987.558105
	Iteration 12Q: 3 clusters Score -2.150931e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 174552 members 
Entering Unmasked Estep 
Score: -21509372.000000 Penalty: 5987.558105
	Iteration 13Q: 3 clusters Score -2.150937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -21509430.000000 Penalty: 5987.558105
	Iteration 14Q: 3 clusters Score -2.150943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -21509458.000000 Penalty: 5987.558105
	Iteration 15Q: 3 clusters Score -2.150946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 174599 members 
Entering Unmasked Estep 
Score: -21509474.000000 Penalty: 5987.558105
	Iteration 16Q: 3 clusters Score -2.150947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -21509496.000000 Penalty: 5987.558105
	Iteration 17Q: 3 clusters Score -2.15095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 174613 members 
Entering Unmasked Estep 
Score: -21509514.000000 Penalty: 5987.558105
	Iteration 18Q: 3 clusters Score -2.150951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -21509524.000000 Penalty: 5987.558105
	Iteration 19Q: 3 clusters Score -2.150952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -21509534.000000 Penalty: 5987.558105
	Iteration 20F: 3 clusters Score -2.150953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -21509534.000000 Penalty: 5987.558105
	Iteration 21Q: 3 clusters Score -2.150953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174623 members 
Entering Unmasked Estep 
Score: -21509538.000000 Penalty: 5987.558105
	Iteration 22Q: 3 clusters Score -2.150954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -21509540.000000 Penalty: 5987.558105
	Iteration 23Q: 3 clusters Score -2.150954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -21509540.000000 Penalty: 5987.558105
	Iteration 24F: 3 clusters Score -2.150954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Entering Unmasked Estep 
Score: -2240785.750000 Penalty: 2433.492188
	Iteration 0F: 2 clusters Score -2240786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2227870.750000 Penalty: 4866.984375
	Iteration 0F: 3 clusters Score -2227871 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2232017.500000 Penalty: 4866.984375
	Iteration 1F: 3 clusters Score -2232018 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2232413.500000 Penalty: 4866.984375
	Iteration 2F: 3 clusters Score -2232414 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2232813.500000 Penalty: 4866.984375
	Iteration 3Q: 3 clusters Score -2232814 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2233244.250000 Penalty: 4866.984375
	Iteration 4Q: 3 clusters Score -2233244 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2233709.750000 Penalty: 4866.984375
	Iteration 5Q: 3 clusters Score -2233710 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2234242.250000 Penalty: 4866.984375
	Iteration 6F: 3 clusters Score -2234242 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2234963.000000 Penalty: 4866.984375
	Iteration 7F: 3 clusters Score -2234963 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2235855.250000 Penalty: 4866.984375
	Iteration 8F: 3 clusters Score -2235855 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2236736.250000 Penalty: 4866.984375
	Iteration 9F: 3 clusters Score -2236736 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2237525.250000 Penalty: 4866.984375
	Iteration 10Q: 3 clusters Score -2237525 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2238037.250000 Penalty: 4866.984375
	Iteration 11Q: 3 clusters Score -2238037 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2238340.000000 Penalty: 4866.984375
	Iteration 12Q: 3 clusters Score -2238340 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2238505.500000 Penalty: 4866.984375
	Iteration 13Q: 3 clusters Score -2238506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2238600.500000 Penalty: 4866.984375
	Iteration 14Q: 3 clusters Score -2238600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2238661.250000 Penalty: 4866.984375
	Iteration 15Q: 3 clusters Score -2238661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2238685.500000 Penalty: 4866.984375
	Iteration 16Q: 3 clusters Score -2238686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2238710.500000 Penalty: 4866.984375
	Iteration 17Q: 3 clusters Score -2238710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2238734.500000 Penalty: 4866.984375
	Iteration 18Q: 3 clusters Score -2238734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2238740.000000 Penalty: 4866.984375
	Iteration 19Q: 3 clusters Score -2238740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2238752.250000 Penalty: 4866.984375
	Iteration 20F: 3 clusters Score -2238752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2238753.000000 Penalty: 4866.984375
	Iteration 21Q: 3 clusters Score -2238753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2238760.250000 Penalty: 4866.984375
	Iteration 22Q: 3 clusters Score -2238760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2238769.250000 Penalty: 4866.984375
	Iteration 23Q: 3 clusters Score -2238769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2238768.000000 Penalty: 4866.984375
	Iteration 24Q: 3 clusters Score -2238768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2238769.500000 Penalty: 4866.984375
	Iteration 25Q: 3 clusters Score -2238770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2238771.000000 Penalty: 4866.984375
	Iteration 26Q: 3 clusters Score -2238771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2238771.000000 Penalty: 4866.984375
	Iteration 27F: 3 clusters Score -2238771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Entering Unmasked Estep 
Score: -2443463.000000 Penalty: 2455.294922
	Iteration 0F: 2 clusters Score -2443463 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 9927 members 
Entering Unmasked Estep 
Score: -2429505.500000 Penalty: 4910.589844
	Iteration 0F: 3 clusters Score -2429506 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2434230.750000 Penalty: 4910.589844
	Iteration 1F: 3 clusters Score -2434231 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2434722.000000 Penalty: 4910.589844
	Iteration 2F: 3 clusters Score -2434722 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2435109.000000 Penalty: 4910.589844
	Iteration 3Q: 3 clusters Score -2435109 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2435409.000000 Penalty: 4910.589844
	Iteration 4Q: 3 clusters Score -2435409 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2435632.500000 Penalty: 4910.589844
	Iteration 5Q: 3 clusters Score -2435632 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2435840.000000 Penalty: 4910.589844
	Iteration 6Q: 3 clusters Score -2435840 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2436057.250000 Penalty: 4910.589844
	Iteration 7Q: 3 clusters Score -2436057 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2436300.500000 Penalty: 4910.589844
	Iteration 8Q: 3 clusters Score -2436300 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2436652.750000 Penalty: 4910.589844
	Iteration 9Q: 3 clusters Score -2436653 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2437121.750000 Penalty: 4910.589844
	Iteration 10Q: 3 clusters Score -2437122 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2437745.250000 Penalty: 4910.589844
	Iteration 11F: 3 clusters Score -2437745 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2438405.250000 Penalty: 4910.589844
	Iteration 12F: 3 clusters Score -2438405 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2439053.250000 Penalty: 4910.589844
	Iteration 13Q: 3 clusters Score -2439053 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2439688.000000 Penalty: 4910.589844
	Iteration 14Q: 3 clusters Score -2439688 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2440238.500000 Penalty: 4910.589844
	Iteration 15Q: 3 clusters Score -2440238 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2440628.250000 Penalty: 4910.589844
	Iteration 16Q: 3 clusters Score -2440628 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2440897.750000 Penalty: 4910.589844
	Iteration 17Q: 3 clusters Score -2440898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2441039.500000 Penalty: 4910.589844
	Iteration 18Q: 3 clusters Score -2441040 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2441136.250000 Penalty: 4910.589844
	Iteration 19Q: 3 clusters Score -2441136 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2441239.750000 Penalty: 4910.589844
	Iteration 20F: 3 clusters Score -2441240 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2441309.000000 Penalty: 4910.589844
	Iteration 21Q: 3 clusters Score -2441309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2441349.500000 Penalty: 4910.589844
	Iteration 22Q: 3 clusters Score -2441350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2441386.500000 Penalty: 4910.589844
	Iteration 23Q: 3 clusters Score -2441386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2441418.500000 Penalty: 4910.589844
	Iteration 24Q: 3 clusters Score -2441418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2441430.500000 Penalty: 4910.589844
	Iteration 25Q: 3 clusters Score -2441430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2441445.000000 Penalty: 4910.589844
	Iteration 26Q: 3 clusters Score -2441445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2441456.750000 Penalty: 4910.589844
	Iteration 27Q: 3 clusters Score -2441457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2441468.500000 Penalty: 4910.589844
	Iteration 28Q: 3 clusters Score -2441468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2441476.500000 Penalty: 4910.589844
	Iteration 29Q: 3 clusters Score -2441476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2441480.500000 Penalty: 4910.589844
	Iteration 30Q: 3 clusters Score -2441480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2441486.000000 Penalty: 4910.589844
	Iteration 31Q: 3 clusters Score -2441486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2441487.500000 Penalty: 4910.589844
	Iteration 32Q: 3 clusters Score -2441488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2441493.000000 Penalty: 4910.589844
	Iteration 33Q: 3 clusters Score -2441493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2441494.000000 Penalty: 4910.589844
	Iteration 34Q: 3 clusters Score -2441494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2441497.750000 Penalty: 4910.589844
	Iteration 35Q: 3 clusters Score -2441498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2441497.750000 Penalty: 4910.589844
	Iteration 36Q: 3 clusters Score -2441498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2441497.250000 Penalty: 4910.589844
	Iteration 37Q: 3 clusters Score -2441497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2441496.500000 Penalty: 4910.589844
	Iteration 38Q: 3 clusters Score -2441496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2441496.500000 Penalty: 4910.589844
	Iteration 39F: 3 clusters Score -2441496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 172310 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 55885 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 27059 members 
Mstep: Class 10 contains 181254 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 32280 members 
Mstep: Class 15 contains 35625 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 20915 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 175374 members 
Mstep: Class 20 contains 660 members 
Mstep: Class 21 contains 174851 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 19938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225624.000000 Penalty: 89308.210938
Iteration 79Q: 27 clusters Score -1.242256e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 172171 members 
Mstep: Class 4 contains 20692 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 55877 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 27010 members 
Mstep: Class 10 contains 181664 members 
Mstep: Class 11 contains 22269 members 
Mstep: Class 12 contains 29471 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 31971 members 
Mstep: Class 15 contains 36471 members 
Mstep: Class 16 contains 6509 members 
Mstep: Class 17 contains 21041 members 
Mstep: Class 18 contains 3121 members 
Mstep: Class 19 contains 175620 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 173900 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 19924 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226296.000000 Penalty: 89308.210938
Iteration 80F: 27 clusters Score -1.242263e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 172083 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 55883 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 26956 members 
Mstep: Class 10 contains 182079 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 29314 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 31763 members 
Mstep: Class 15 contains 36844 members 
Mstep: Class 16 contains 6493 members 
Mstep: Class 17 contains 21094 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 175798 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 173179 members 
Mstep: Class 22 contains 18265 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 2920 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226600.000000 Penalty: 89308.210938
Iteration 81Q: 27 clusters Score -1.242266e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 172050 members 
Mstep: Class 4 contains 20307 members 
Mstep: Class 5 contains 9973 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 55894 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 26907 members 
Mstep: Class 10 contains 182412 members 
Mstep: Class 11 contains 22211 members 
Mstep: Class 12 contains 29170 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 31622 members 
Mstep: Class 15 contains 37058 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 21133 members 
Mstep: Class 18 contains 3120 members 
Mstep: Class 19 contains 175964 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 172667 members 
Mstep: Class 22 contains 18274 members 
Mstep: Class 23 contains 19916 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227296.000000 Penalty: 89308.210938
Iteration 82Q: 27 clusters Score -1.242273e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 172007 members 
Mstep: Class 4 contains 20123 members 
Mstep: Class 5 contains 9968 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 55910 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26872 members 
Mstep: Class 10 contains 182736 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 29054 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 31519 members 
Mstep: Class 15 contains 37190 members 
Mstep: Class 16 contains 6498 members 
Mstep: Class 17 contains 21160 members 
Mstep: Class 18 contains 3122 members 
Mstep: Class 19 contains 176086 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 19910 members 
Mstep: Class 24 contains 3546 members 
Mstep: Class 25 contains 2531 members 
Mstep: Class 26 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227264.000000 Penalty: 89308.210938
Iteration 83Q: 27 clusters Score -1.242273e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 171985 members 
Mstep: Class 4 contains 19943 members 
Mstep: Class 5 contains 9963 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 55921 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 26842 members 
Mstep: Class 10 contains 182988 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 28956 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 31429 members 
Mstep: Class 15 contains 37251 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 21179 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 176159 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 171990 members 
Mstep: Class 22 contains 18281 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 2550 members 
Mstep: Class 26 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227720.000000 Penalty: 89308.210938
Iteration 84Q: 27 clusters Score -1.242277e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 171967 members 
Mstep: Class 4 contains 19777 members 
Mstep: Class 5 contains 9963 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 55927 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 26789 members 
Mstep: Class 10 contains 183229 members 
Mstep: Class 11 contains 22162 members 
Mstep: Class 12 contains 28874 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 31356 members 
Mstep: Class 15 contains 37297 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 21208 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 19 contains 176204 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171765 members 
Mstep: Class 22 contains 18278 members 
Mstep: Class 23 contains 19921 members 
Mstep: Class 24 contains 4089 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228096.000000 Penalty: 89308.210938
Iteration 85Q: 27 clusters Score -1.242281e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 171960 members 
Mstep: Class 4 contains 19621 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 55927 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 183492 members 
Mstep: Class 11 contains 22151 members 
Mstep: Class 12 contains 28809 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 31312 members 
Mstep: Class 15 contains 37320 members 
Mstep: Class 16 contains 6546 members 
Mstep: Class 17 contains 21224 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 176189 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171588 members 
Mstep: Class 22 contains 18274 members 
Mstep: Class 23 contains 19923 members 
Mstep: Class 24 contains 4301 members 
Mstep: Class 25 contains 2589 members 
Mstep: Class 26 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228320.000000 Penalty: 89308.210938
Iteration 86Q: 27 clusters Score -1.242283e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 171946 members 
Mstep: Class 4 contains 19500 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 55933 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26717 members 
Mstep: Class 10 contains 183694 members 
Mstep: Class 11 contains 22130 members 
Mstep: Class 12 contains 28744 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 31281 members 
Mstep: Class 15 contains 37334 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 21222 members 
Mstep: Class 18 contains 3113 members 
Mstep: Class 19 contains 176173 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171449 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 19931 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228376.000000 Penalty: 89308.210938
Iteration 87Q: 27 clusters Score -1.242284e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 171926 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 55944 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26690 members 
Mstep: Class 10 contains 183854 members 
Mstep: Class 11 contains 22121 members 
Mstep: Class 12 contains 28690 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 31263 members 
Mstep: Class 15 contains 37340 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 21218 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 176135 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171354 members 
Mstep: Class 22 contains 18278 members 
Mstep: Class 23 contains 19933 members 
Mstep: Class 24 contains 4697 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228512.000000 Penalty: 89308.210938
Iteration 88Q: 27 clusters Score -1.242285e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 171915 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 55950 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26657 members 
Mstep: Class 10 contains 184020 members 
Mstep: Class 11 contains 22110 members 
Mstep: Class 12 contains 28629 members 
Mstep: Class 13 contains 6421 members 
Mstep: Class 14 contains 31245 members 
Mstep: Class 15 contains 37345 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 21212 members 
Mstep: Class 18 contains 3113 members 
Mstep: Class 19 contains 176081 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171280 members 
Mstep: Class 22 contains 18275 members 
Mstep: Class 23 contains 19936 members 
Mstep: Class 24 contains 4880 members 
Mstep: Class 25 contains 2636 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228624.000000 Penalty: 89308.210938
Iteration 89Q: 27 clusters Score -1.242286e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4833 members 
Mstep: Class 3 contains 171908 members 
Mstep: Class 4 contains 19152 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 55960 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26618 members 
Mstep: Class 10 contains 184176 members 
Mstep: Class 11 contains 22094 members 
Mstep: Class 12 contains 28580 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 31227 members 
Mstep: Class 15 contains 37349 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 21195 members 
Mstep: Class 18 contains 3117 members 
Mstep: Class 19 contains 175996 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171255 members 
Mstep: Class 22 contains 18279 members 
Mstep: Class 23 contains 19936 members 
Mstep: Class 24 contains 5053 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228560.000000 Penalty: 89308.210938
Iteration 90Q: 27 clusters Score -1.242286e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4836 members 
Mstep: Class 3 contains 171904 members 
Mstep: Class 4 contains 19065 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 55969 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26607 members 
Mstep: Class 10 contains 184290 members 
Mstep: Class 11 contains 22080 members 
Mstep: Class 12 contains 28541 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 31209 members 
Mstep: Class 15 contains 37339 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 21186 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 175888 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171271 members 
Mstep: Class 22 contains 18281 members 
Mstep: Class 23 contains 19938 members 
Mstep: Class 24 contains 5198 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228464.000000 Penalty: 89308.210938
Iteration 91Q: 27 clusters Score -1.242285e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4841 members 
Mstep: Class 3 contains 171905 members 
Mstep: Class 4 contains 19005 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 55977 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26591 members 
Mstep: Class 10 contains 184406 members 
Mstep: Class 11 contains 22070 members 
Mstep: Class 12 contains 28502 members 
Mstep: Class 13 contains 6435 members 
Mstep: Class 14 contains 31189 members 
Mstep: Class 15 contains 37341 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 21170 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 175786 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171281 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 19939 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 2665 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228352.000000 Penalty: 89308.210938
Iteration 92Q: 27 clusters Score -1.242284e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4840 members 
Mstep: Class 3 contains 171903 members 
Mstep: Class 4 contains 18956 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 55977 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26564 members 
Mstep: Class 10 contains 184493 members 
Mstep: Class 11 contains 22064 members 
Mstep: Class 12 contains 28475 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 31168 members 
Mstep: Class 15 contains 37346 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 21172 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 19 contains 175685 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171316 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 19941 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 2669 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228128.000000 Penalty: 89308.210938
Iteration 93Q: 27 clusters Score -1.242281e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 171907 members 
Mstep: Class 4 contains 18929 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 55975 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26531 members 
Mstep: Class 10 contains 184600 members 
Mstep: Class 11 contains 22057 members 
Mstep: Class 12 contains 28459 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 31154 members 
Mstep: Class 15 contains 37333 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 21167 members 
Mstep: Class 18 contains 3121 members 
Mstep: Class 19 contains 175574 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171343 members 
Mstep: Class 22 contains 18242 members 
Mstep: Class 23 contains 19942 members 
Mstep: Class 24 contains 5509 members 
Mstep: Class 25 contains 2674 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228096.000000 Penalty: 89308.210938
Iteration 94Q: 27 clusters Score -1.242281e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 171928 members 
Mstep: Class 4 contains 18902 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 55972 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26509 members 
Mstep: Class 10 contains 184678 members 
Mstep: Class 11 contains 22050 members 
Mstep: Class 12 contains 28440 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 31137 members 
Mstep: Class 15 contains 37323 members 
Mstep: Class 16 contains 6652 members 
Mstep: Class 17 contains 21160 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 175478 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171388 members 
Mstep: Class 22 contains 18228 members 
Mstep: Class 23 contains 19943 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 2677 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227816.000000 Penalty: 89308.210938
Iteration 95Q: 27 clusters Score -1.242278e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 171938 members 
Mstep: Class 4 contains 18881 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 55974 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26489 members 
Mstep: Class 10 contains 184709 members 
Mstep: Class 11 contains 22042 members 
Mstep: Class 12 contains 28427 members 
Mstep: Class 13 contains 6448 members 
Mstep: Class 14 contains 31112 members 
Mstep: Class 15 contains 37326 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 21147 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 19 contains 175408 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171455 members 
Mstep: Class 22 contains 18216 members 
Mstep: Class 23 contains 19945 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 2678 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227880.000000 Penalty: 89308.210938
Iteration 96Q: 27 clusters Score -1.242279e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 171935 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 55979 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 26465 members 
Mstep: Class 10 contains 184739 members 
Mstep: Class 11 contains 22038 members 
Mstep: Class 12 contains 28414 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 31087 members 
Mstep: Class 15 contains 37326 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 21159 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 19 contains 175313 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171537 members 
Mstep: Class 22 contains 18209 members 
Mstep: Class 23 contains 19947 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 2679 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227664.000000 Penalty: 89308.210938
Iteration 97Q: 27 clusters Score -1.242277e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 171942 members 
Mstep: Class 4 contains 18856 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 55989 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 26446 members 
Mstep: Class 10 contains 184762 members 
Mstep: Class 11 contains 22033 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 31071 members 
Mstep: Class 15 contains 37319 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 21162 members 
Mstep: Class 18 contains 3131 members 
Mstep: Class 19 contains 175203 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171627 members 
Mstep: Class 22 contains 18205 members 
Mstep: Class 23 contains 19947 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227800.000000 Penalty: 89308.210938
Iteration 98Q: 27 clusters Score -1.242278e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 171945 members 
Mstep: Class 4 contains 18855 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 55994 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 26421 members 
Mstep: Class 10 contains 184756 members 
Mstep: Class 11 contains 22029 members 
Mstep: Class 12 contains 28397 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 31059 members 
Mstep: Class 15 contains 37315 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 175118 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171724 members 
Mstep: Class 22 contains 18199 members 
Mstep: Class 23 contains 19947 members 
Mstep: Class 24 contains 5777 members 
Mstep: Class 25 contains 2682 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227800.000000 Penalty: 89308.210938
Iteration 99Q: 27 clusters Score -1.242278e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 3 contains 171947 members 
Mstep: Class 4 contains 18844 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 55999 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 26406 members 
Mstep: Class 10 contains 184762 members 
Mstep: Class 11 contains 22019 members 
Mstep: Class 12 contains 28395 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 31053 members 
Mstep: Class 15 contains 37313 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 21167 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171809 members 
Mstep: Class 22 contains 18196 members 
Mstep: Class 23 contains 19947 members 
Mstep: Class 24 contains 5809 members 
Mstep: Class 25 contains 2682 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227952.000000 Penalty: 89308.210938
Iteration 100F: 27 clusters Score -1.24228e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4871 members 
Mstep: Class 3 contains 171955 members 
Mstep: Class 4 contains 18743 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56002 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 26397 members 
Mstep: Class 10 contains 184757 members 
Mstep: Class 11 contains 22013 members 
Mstep: Class 12 contains 28356 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 31043 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 21160 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 174962 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171897 members 
Mstep: Class 22 contains 18192 members 
Mstep: Class 23 contains 19946 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 2682 members 
Mstep: Class 26 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228144.000000 Penalty: 89308.210938
Iteration 101Q: 27 clusters Score -1.242281e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 171944 members 
Mstep: Class 4 contains 18646 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 56003 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 26380 members 
Mstep: Class 10 contains 184739 members 
Mstep: Class 11 contains 22011 members 
Mstep: Class 12 contains 28307 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 31038 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 21162 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 174897 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 171990 members 
Mstep: Class 22 contains 18182 members 
Mstep: Class 23 contains 19948 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 2679 members 
Mstep: Class 26 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228280.000000 Penalty: 89308.210938
Iteration 102Q: 27 clusters Score -1.242283e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4888 members 
Mstep: Class 3 contains 171941 members 
Mstep: Class 4 contains 18513 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56002 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26358 members 
Mstep: Class 10 contains 184744 members 
Mstep: Class 11 contains 22007 members 
Mstep: Class 12 contains 28253 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 31032 members 
Mstep: Class 15 contains 37304 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 21153 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 174839 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172067 members 
Mstep: Class 22 contains 18178 members 
Mstep: Class 23 contains 19948 members 
Mstep: Class 24 contains 6364 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228496.000000 Penalty: 89308.210938
Iteration 103Q: 27 clusters Score -1.242285e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 171934 members 
Mstep: Class 4 contains 18400 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 56006 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26348 members 
Mstep: Class 10 contains 184748 members 
Mstep: Class 11 contains 22006 members 
Mstep: Class 12 contains 28213 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 31028 members 
Mstep: Class 15 contains 37298 members 
Mstep: Class 16 contains 6657 members 
Mstep: Class 17 contains 21142 members 
Mstep: Class 18 contains 3131 members 
Mstep: Class 19 contains 174781 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172123 members 
Mstep: Class 22 contains 18169 members 
Mstep: Class 23 contains 19949 members 
Mstep: Class 24 contains 6564 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228384.000000 Penalty: 89308.210938
Iteration 104Q: 27 clusters Score -1.242284e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 171934 members 
Mstep: Class 4 contains 18317 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26346 members 
Mstep: Class 10 contains 184735 members 
Mstep: Class 11 contains 21996 members 
Mstep: Class 12 contains 28165 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 37290 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 17 contains 21127 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 19 contains 174729 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172195 members 
Mstep: Class 22 contains 18156 members 
Mstep: Class 23 contains 19951 members 
Mstep: Class 24 contains 6744 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228496.000000 Penalty: 89308.210938
Iteration 105Q: 27 clusters Score -1.242285e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 171939 members 
Mstep: Class 4 contains 18238 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 184719 members 
Mstep: Class 11 contains 21989 members 
Mstep: Class 12 contains 28117 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 31019 members 
Mstep: Class 15 contains 37287 members 
Mstep: Class 16 contains 6657 members 
Mstep: Class 17 contains 21115 members 
Mstep: Class 18 contains 3131 members 
Mstep: Class 19 contains 174700 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 18148 members 
Mstep: Class 23 contains 19952 members 
Mstep: Class 24 contains 6899 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228376.000000 Penalty: 89308.210938
Iteration 106Q: 27 clusters Score -1.242284e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 171939 members 
Mstep: Class 4 contains 18182 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 56011 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26320 members 
Mstep: Class 10 contains 184694 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 28094 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 37285 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 17 contains 21090 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 19 contains 174675 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172315 members 
Mstep: Class 22 contains 18139 members 
Mstep: Class 23 contains 19952 members 
Mstep: Class 24 contains 7023 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228560.000000 Penalty: 89308.210938
Iteration 107Q: 27 clusters Score -1.242286e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 171942 members 
Mstep: Class 4 contains 18123 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56011 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26305 members 
Mstep: Class 10 contains 184668 members 
Mstep: Class 11 contains 21961 members 
Mstep: Class 12 contains 28076 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 31026 members 
Mstep: Class 15 contains 37285 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 21071 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 174642 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172372 members 
Mstep: Class 22 contains 18131 members 
Mstep: Class 23 contains 19954 members 
Mstep: Class 24 contains 7148 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228536.000000 Penalty: 89308.210938
Iteration 108Q: 27 clusters Score -1.242285e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 171929 members 
Mstep: Class 4 contains 18061 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26296 members 
Mstep: Class 10 contains 184637 members 
Mstep: Class 11 contains 21947 members 
Mstep: Class 12 contains 28052 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 31020 members 
Mstep: Class 15 contains 37284 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 21064 members 
Mstep: Class 18 contains 3133 members 
Mstep: Class 19 contains 174597 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172442 members 
Mstep: Class 22 contains 18127 members 
Mstep: Class 23 contains 19953 members 
Mstep: Class 24 contains 7290 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228584.000000 Penalty: 89308.210938
Iteration 109Q: 27 clusters Score -1.242286e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 171920 members 
Mstep: Class 4 contains 17997 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56007 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 26284 members 
Mstep: Class 10 contains 184594 members 
Mstep: Class 11 contains 21944 members 
Mstep: Class 12 contains 28021 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 31017 members 
Mstep: Class 15 contains 37287 members 
Mstep: Class 16 contains 6682 members 
Mstep: Class 17 contains 21054 members 
Mstep: Class 18 contains 3136 members 
Mstep: Class 19 contains 174553 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172517 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 19951 members 
Mstep: Class 24 contains 7431 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228504.000000 Penalty: 89308.210938
Iteration 110Q: 27 clusters Score -1.242285e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171915 members 
Mstep: Class 4 contains 17938 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56006 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 26274 members 
Mstep: Class 10 contains 184565 members 
Mstep: Class 11 contains 21941 members 
Mstep: Class 12 contains 28004 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 31015 members 
Mstep: Class 15 contains 37287 members 
Mstep: Class 16 contains 6684 members 
Mstep: Class 17 contains 21041 members 
Mstep: Class 18 contains 3135 members 
Mstep: Class 19 contains 174503 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172587 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 19951 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228696.000000 Penalty: 89308.210938
Iteration 111Q: 27 clusters Score -1.242287e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171919 members 
Mstep: Class 4 contains 17895 members 
Mstep: Class 5 contains 9950 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56006 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26257 members 
Mstep: Class 10 contains 184538 members 
Mstep: Class 11 contains 21936 members 
Mstep: Class 12 contains 27995 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 31009 members 
Mstep: Class 15 contains 37288 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 21029 members 
Mstep: Class 18 contains 3135 members 
Mstep: Class 19 contains 174473 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172646 members 
Mstep: Class 22 contains 18100 members 
Mstep: Class 23 contains 19953 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228672.000000 Penalty: 89308.210938
Iteration 112Q: 27 clusters Score -1.242287e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171916 members 
Mstep: Class 4 contains 17855 members 
Mstep: Class 5 contains 9950 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56006 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26232 members 
Mstep: Class 10 contains 184513 members 
Mstep: Class 11 contains 21937 members 
Mstep: Class 12 contains 27981 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 31004 members 
Mstep: Class 15 contains 37283 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 21007 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 174451 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172701 members 
Mstep: Class 22 contains 18087 members 
Mstep: Class 23 contains 19953 members 
Mstep: Class 24 contains 7749 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228656.000000 Penalty: 89308.210938
Iteration 113Q: 27 clusters Score -1.242287e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171915 members 
Mstep: Class 4 contains 17803 members 
Mstep: Class 5 contains 9949 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26211 members 
Mstep: Class 10 contains 184474 members 
Mstep: Class 11 contains 21931 members 
Mstep: Class 12 contains 27967 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 31005 members 
Mstep: Class 15 contains 37278 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 20993 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 174421 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172760 members 
Mstep: Class 22 contains 18082 members 
Mstep: Class 23 contains 19954 members 
Mstep: Class 24 contains 7871 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228584.000000 Penalty: 89308.210938
Iteration 114Q: 27 clusters Score -1.242286e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 171925 members 
Mstep: Class 4 contains 17766 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 56006 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26191 members 
Mstep: Class 10 contains 184433 members 
Mstep: Class 11 contains 21929 members 
Mstep: Class 12 contains 27950 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 31001 members 
Mstep: Class 15 contains 37273 members 
Mstep: Class 16 contains 6715 members 
Mstep: Class 17 contains 20969 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 174400 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172813 members 
Mstep: Class 22 contains 18074 members 
Mstep: Class 23 contains 19954 members 
Mstep: Class 24 contains 7979 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228568.000000 Penalty: 89308.210938
Iteration 115Q: 27 clusters Score -1.242286e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 171929 members 
Mstep: Class 4 contains 17748 members 
Mstep: Class 5 contains 9946 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26181 members 
Mstep: Class 10 contains 184402 members 
Mstep: Class 11 contains 21921 members 
Mstep: Class 12 contains 27942 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 31000 members 
Mstep: Class 15 contains 37267 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 174375 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172861 members 
Mstep: Class 22 contains 18064 members 
Mstep: Class 23 contains 19955 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 2682 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228600.000000 Penalty: 89308.210938
Iteration 116Q: 27 clusters Score -1.242286e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 171931 members 
Mstep: Class 4 contains 17725 members 
Mstep: Class 5 contains 9946 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26169 members 
Mstep: Class 10 contains 184358 members 
Mstep: Class 11 contains 21917 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 30996 members 
Mstep: Class 15 contains 37265 members 
Mstep: Class 16 contains 6716 members 
Mstep: Class 17 contains 20942 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174369 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172903 members 
Mstep: Class 22 contains 18057 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8127 members 
Mstep: Class 25 contains 2683 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228688.000000 Penalty: 89308.210938
Iteration 117Q: 27 clusters Score -1.242287e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171934 members 
Mstep: Class 4 contains 17685 members 
Mstep: Class 5 contains 9945 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56011 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26158 members 
Mstep: Class 10 contains 184312 members 
Mstep: Class 11 contains 21915 members 
Mstep: Class 12 contains 27929 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 30995 members 
Mstep: Class 15 contains 37266 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 20918 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174365 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172944 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8212 members 
Mstep: Class 25 contains 2684 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228968.000000 Penalty: 89308.210938
Iteration 118Q: 27 clusters Score -1.24229e+08 nChanged 326
Entering ConstructFrom: 
Score: -124228968.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -742658.812500 Penalty: 2166.968018
	Iteration 0F: 2 clusters Score -742658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -737349.812500 Penalty: 4333.936035
	Iteration 0F: 3 clusters Score -737349.8 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -738655.375000 Penalty: 4333.936035
	Iteration 1F: 3 clusters Score -738655.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -738875.625000 Penalty: 4333.936035
	Iteration 2F: 3 clusters Score -738875.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -739054.562500 Penalty: 4333.936035
	Iteration 3F: 3 clusters Score -739054.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -739220.250000 Penalty: 4333.936035
	Iteration 4Q: 3 clusters Score -739220.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -739410.687500 Penalty: 4333.936035
	Iteration 5Q: 3 clusters Score -739410.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -739590.000000 Penalty: 4333.936035
	Iteration 6Q: 3 clusters Score -739590 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -739783.687500 Penalty: 4333.936035
	Iteration 7Q: 3 clusters Score -739783.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -739966.500000 Penalty: 4333.936035
	Iteration 8Q: 3 clusters Score -739966.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -740128.062500 Penalty: 4333.936035
	Iteration 9Q: 3 clusters Score -740128.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -740255.812500 Penalty: 4333.936035
	Iteration 10Q: 3 clusters Score -740255.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -740349.750000 Penalty: 4333.936035
	Iteration 11Q: 3 clusters Score -740349.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -740422.812500 Penalty: 4333.936035
	Iteration 12Q: 3 clusters Score -740422.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -740496.875000 Penalty: 4333.936035
	Iteration 13Q: 3 clusters Score -740496.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -740573.000000 Penalty: 4333.936035
	Iteration 14Q: 3 clusters Score -740573 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -740639.375000 Penalty: 4333.936035
	Iteration 15Q: 3 clusters Score -740639.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -740695.000000 Penalty: 4333.936035
	Iteration 16Q: 3 clusters Score -740695 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -740741.750000 Penalty: 4333.936035
	Iteration 17Q: 3 clusters Score -740741.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -740775.312500 Penalty: 4333.936035
	Iteration 18Q: 3 clusters Score -740775.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -740805.437500 Penalty: 4333.936035
	Iteration 19Q: 3 clusters Score -740805.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -740831.687500 Penalty: 4333.936035
	Iteration 20F: 3 clusters Score -740831.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -740857.500000 Penalty: 4333.936035
	Iteration 21Q: 3 clusters Score -740857.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -740888.187500 Penalty: 4333.936035
	Iteration 22Q: 3 clusters Score -740888.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -740917.125000 Penalty: 4333.936035
	Iteration 23Q: 3 clusters Score -740917.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -740941.750000 Penalty: 4333.936035
	Iteration 24Q: 3 clusters Score -740941.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -740970.875000 Penalty: 4333.936035
	Iteration 25Q: 3 clusters Score -740970.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -740998.312500 Penalty: 4333.936035
	Iteration 26Q: 3 clusters Score -740998.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -741033.500000 Penalty: 4333.936035
	Iteration 27Q: 3 clusters Score -741033.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -741068.562500 Penalty: 4333.936035
	Iteration 28Q: 3 clusters Score -741068.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -741098.312500 Penalty: 4333.936035
	Iteration 29Q: 3 clusters Score -741098.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -741135.000000 Penalty: 4333.936035
	Iteration 30Q: 3 clusters Score -741135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -741179.437500 Penalty: 4333.936035
	Iteration 31Q: 3 clusters Score -741179.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -741223.937500 Penalty: 4333.936035
	Iteration 32Q: 3 clusters Score -741223.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -741253.312500 Penalty: 4333.936035
	Iteration 33Q: 3 clusters Score -741253.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -741273.437500 Penalty: 4333.936035
	Iteration 34Q: 3 clusters Score -741273.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -741292.062500 Penalty: 4333.936035
	Iteration 35Q: 3 clusters Score -741292.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -741313.312500 Penalty: 4333.936035
	Iteration 36Q: 3 clusters Score -741313.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -741329.687500 Penalty: 4333.936035
	Iteration 37Q: 3 clusters Score -741329.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -741348.187500 Penalty: 4333.936035
	Iteration 38Q: 3 clusters Score -741348.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -741365.187500 Penalty: 4333.936035
	Iteration 39Q: 3 clusters Score -741365.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -741397.187500 Penalty: 4333.936035
	Iteration 40F: 3 clusters Score -741397.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -741427.750000 Penalty: 4333.936035
	Iteration 41Q: 3 clusters Score -741427.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -741452.125000 Penalty: 4333.936035
	Iteration 42Q: 3 clusters Score -741452.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -741479.937500 Penalty: 4333.936035
	Iteration 43Q: 3 clusters Score -741479.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -741504.500000 Penalty: 4333.936035
	Iteration 44Q: 3 clusters Score -741504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -741511.500000 Penalty: 4333.936035
	Iteration 45Q: 3 clusters Score -741511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -741514.000000 Penalty: 4333.936035
	Iteration 46Q: 3 clusters Score -741514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -741515.062500 Penalty: 4333.936035
	Iteration 47Q: 3 clusters Score -741515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -741516.687500 Penalty: 4333.936035
	Iteration 48Q: 3 clusters Score -741516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -741516.937500 Penalty: 4333.936035
	Iteration 49Q: 3 clusters Score -741516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -741518.250000 Penalty: 4333.936035
	Iteration 50Q: 3 clusters Score -741518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -741516.750000 Penalty: 4333.936035
	Iteration 51Q: 3 clusters Score -741516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -741516.750000 Penalty: 4333.936035
	Iteration 52F: 3 clusters Score -741516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -594873.437500 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -594873.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -590429.812500 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -590429.8 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -591473.187500 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -591473.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -591691.812500 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -591691.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -591845.000000 Penalty: 4215.013184
	Iteration 3F: 3 clusters Score -591845 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -591963.937500 Penalty: 4215.013184
	Iteration 4Q: 3 clusters Score -591963.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -592066.437500 Penalty: 4215.013184
	Iteration 5Q: 3 clusters Score -592066.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -592161.562500 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -592161.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -592250.187500 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -592250.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -592331.125000 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -592331.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -592388.937500 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -592388.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -592448.812500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -592448.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -592499.562500 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -592499.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -592545.500000 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -592545.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -592598.437500 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -592598.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -592664.125000 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -592664.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -592720.312500 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -592720.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -592771.187500 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -592771.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -592819.062500 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -592819.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -592869.500000 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -592869.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -592912.937500 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -592912.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -592949.250000 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -592949.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -592976.000000 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -592976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -593008.500000 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -593008.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -593043.187500 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -593043.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -593078.125000 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -593078.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -593108.375000 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -593108.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -593141.125000 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -593141.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -593170.062500 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -593170.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -593202.812500 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -593202.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -593223.812500 Penalty: 4215.013184
	Iteration 29Q: 3 clusters Score -593223.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -593241.750000 Penalty: 4215.013184
	Iteration 30Q: 3 clusters Score -593241.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -593257.375000 Penalty: 4215.013184
	Iteration 31Q: 3 clusters Score -593257.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -593270.062500 Penalty: 4215.013184
	Iteration 32Q: 3 clusters Score -593270.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -593280.062500 Penalty: 4215.013184
	Iteration 33Q: 3 clusters Score -593280.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -593291.187500 Penalty: 4215.013184
	Iteration 34Q: 3 clusters Score -593291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -593299.437500 Penalty: 4215.013184
	Iteration 35Q: 3 clusters Score -593299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -593306.875000 Penalty: 4215.013184
	Iteration 36Q: 3 clusters Score -593306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -593311.250000 Penalty: 4215.013184
	Iteration 37Q: 3 clusters Score -593311.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -593317.812500 Penalty: 4215.013184
	Iteration 38Q: 3 clusters Score -593317.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -593323.000000 Penalty: 4215.013184
	Iteration 39Q: 3 clusters Score -593323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -593325.062500 Penalty: 4215.013184
	Iteration 40F: 3 clusters Score -593325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -593326.937500 Penalty: 4215.013184
	Iteration 41Q: 3 clusters Score -593326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -593329.187500 Penalty: 4215.013184
	Iteration 42Q: 3 clusters Score -593329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -593330.750000 Penalty: 4215.013184
	Iteration 43Q: 3 clusters Score -593330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -593332.312500 Penalty: 4215.013184
	Iteration 44Q: 3 clusters Score -593332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -593334.875000 Penalty: 4215.013184
	Iteration 45Q: 3 clusters Score -593334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -593337.187500 Penalty: 4215.013184
	Iteration 46Q: 3 clusters Score -593337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -593338.500000 Penalty: 4215.013184
	Iteration 47Q: 3 clusters Score -593338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -593339.687500 Penalty: 4215.013184
	Iteration 48Q: 3 clusters Score -593339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -593341.062500 Penalty: 4215.013184
	Iteration 49Q: 3 clusters Score -593341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -593341.250000 Penalty: 4215.013184
	Iteration 50Q: 3 clusters Score -593341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -593341.312500 Penalty: 4215.013184
	Iteration 51Q: 3 clusters Score -593341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -593342.562500 Penalty: 4215.013184
	Iteration 52Q: 3 clusters Score -593342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -593342.562500 Penalty: 4215.013184
	Iteration 53F: 3 clusters Score -593342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171939 members 
Entering Unmasked Estep 
Score: -20934390.000000 Penalty: 2989.614014
	Iteration 0F: 2 clusters Score -2.093439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -20820980.000000 Penalty: 5979.228027
	Iteration 0F: 3 clusters Score -2.082098e+07 nChanged 82275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -20869526.000000 Penalty: 5979.228027
	Iteration 1F: 3 clusters Score -2.086953e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -20871444.000000 Penalty: 5979.228027
	Iteration 2Q: 3 clusters Score -2.087144e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
Score: -20874824.000000 Penalty: 5979.228027
	Iteration 3Q: 3 clusters Score -2.087482e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -20880518.000000 Penalty: 5979.228027
	Iteration 4F: 3 clusters Score -2.088052e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -20889920.000000 Penalty: 5979.228027
	Iteration 5F: 3 clusters Score -2.088992e+07 nChanged 15420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -20903408.000000 Penalty: 5979.228027
	Iteration 6F: 3 clusters Score -2.090341e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -20917062.000000 Penalty: 5979.228027
	Iteration 7F: 3 clusters Score -2.091706e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161316 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -20925562.000000 Penalty: 5979.228027
	Iteration 8F: 3 clusters Score -2.092556e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166301 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -20929318.000000 Penalty: 5979.228027
	Iteration 9Q: 3 clusters Score -2.092932e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168544 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -20930924.000000 Penalty: 5979.228027
	Iteration 10Q: 3 clusters Score -2.093092e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20931764.000000 Penalty: 5979.228027
	Iteration 11Q: 3 clusters Score -2.093176e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -20932200.000000 Penalty: 5979.228027
	Iteration 12Q: 3 clusters Score -2.09322e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20932852.000000 Penalty: 5979.228027
	Iteration 13Q: 3 clusters Score -2.093285e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170190 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20933330.000000 Penalty: 5979.228027
	Iteration 14Q: 3 clusters Score -2.093333e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20933524.000000 Penalty: 5979.228027
	Iteration 15Q: 3 clusters Score -2.093352e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170059 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -20933604.000000 Penalty: 5979.228027
	Iteration 16Q: 3 clusters Score -2.09336e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -20933670.000000 Penalty: 5979.228027
	Iteration 17Q: 3 clusters Score -2.093367e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -20933716.000000 Penalty: 5979.228027
	Iteration 18Q: 3 clusters Score -2.093372e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -20933750.000000 Penalty: 5979.228027
	Iteration 19Q: 3 clusters Score -2.093375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -20933752.000000 Penalty: 5979.228027
	Iteration 20F: 3 clusters Score -2.093375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169871 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20933780.000000 Penalty: 5979.228027
	Iteration 21Q: 3 clusters Score -2.093378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -20933824.000000 Penalty: 5979.228027
	Iteration 22Q: 3 clusters Score -2.093382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20933818.000000 Penalty: 5979.228027
	Iteration 23Q: 3 clusters Score -2.093382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -20933802.000000 Penalty: 5979.228027
	Iteration 24Q: 3 clusters Score -2.09338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169825 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -20933792.000000 Penalty: 5979.228027
	Iteration 25Q: 3 clusters Score -2.093379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169818 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20933806.000000 Penalty: 5979.228027
	Iteration 26Q: 3 clusters Score -2.093381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169812 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -20933832.000000 Penalty: 5979.228027
	Iteration 27Q: 3 clusters Score -2.093383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -20933826.000000 Penalty: 5979.228027
	Iteration 28Q: 3 clusters Score -2.093383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -20933816.000000 Penalty: 5979.228027
	Iteration 29Q: 3 clusters Score -2.093382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169800 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20933828.000000 Penalty: 5979.228027
	Iteration 30Q: 3 clusters Score -2.093383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -20933834.000000 Penalty: 5979.228027
	Iteration 31Q: 3 clusters Score -2.093383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169794 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -20933854.000000 Penalty: 5979.228027
	Iteration 32Q: 3 clusters Score -2.093385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -20933854.000000 Penalty: 5979.228027
	Iteration 33Q: 3 clusters Score -2.093385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169788 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -20933842.000000 Penalty: 5979.228027
	Iteration 34Q: 3 clusters Score -2.093384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -20933838.000000 Penalty: 5979.228027
	Iteration 35Q: 3 clusters Score -2.093384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -20933838.000000 Penalty: 5979.228027
	Iteration 36F: 3 clusters Score -2.093384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -2092183.125000 Penalty: 2425.079834
	Iteration 0F: 2 clusters Score -2092183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2079620.375000 Penalty: 4850.159668
	Iteration 0F: 3 clusters Score -2079620 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2083646.625000 Penalty: 4850.159668
	Iteration 1F: 3 clusters Score -2083647 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2084087.625000 Penalty: 4850.159668
	Iteration 2F: 3 clusters Score -2084088 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2084537.750000 Penalty: 4850.159668
	Iteration 3F: 3 clusters Score -2084538 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2084948.125000 Penalty: 4850.159668
	Iteration 4Q: 3 clusters Score -2084948 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2085394.500000 Penalty: 4850.159668
	Iteration 5Q: 3 clusters Score -2085394 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2085818.000000 Penalty: 4850.159668
	Iteration 6Q: 3 clusters Score -2085818 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2086252.750000 Penalty: 4850.159668
	Iteration 7Q: 3 clusters Score -2086253 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2086756.125000 Penalty: 4850.159668
	Iteration 8Q: 3 clusters Score -2086756 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2087354.750000 Penalty: 4850.159668
	Iteration 9F: 3 clusters Score -2087355 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2088101.500000 Penalty: 4850.159668
	Iteration 10F: 3 clusters Score -2088102 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2088881.125000 Penalty: 4850.159668
	Iteration 11F: 3 clusters Score -2088881 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2089589.500000 Penalty: 4850.159668
	Iteration 12F: 3 clusters Score -2089590 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2090237.125000 Penalty: 4850.159668
	Iteration 13Q: 3 clusters Score -2090237 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2090760.250000 Penalty: 4850.159668
	Iteration 14Q: 3 clusters Score -2090760 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2091163.500000 Penalty: 4850.159668
	Iteration 15Q: 3 clusters Score -2091164 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2091445.250000 Penalty: 4850.159668
	Iteration 16Q: 3 clusters Score -2091445 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2091613.500000 Penalty: 4850.159668
	Iteration 17Q: 3 clusters Score -2091614 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2091726.375000 Penalty: 4850.159668
	Iteration 18Q: 3 clusters Score -2091726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2091803.000000 Penalty: 4850.159668
	Iteration 19Q: 3 clusters Score -2091803 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2091856.000000 Penalty: 4850.159668
	Iteration 20F: 3 clusters Score -2091856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2091894.625000 Penalty: 4850.159668
	Iteration 21Q: 3 clusters Score -2091895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2091919.250000 Penalty: 4850.159668
	Iteration 22Q: 3 clusters Score -2091919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2091935.375000 Penalty: 4850.159668
	Iteration 23Q: 3 clusters Score -2091935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2091946.875000 Penalty: 4850.159668
	Iteration 24Q: 3 clusters Score -2091947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2091957.750000 Penalty: 4850.159668
	Iteration 25Q: 3 clusters Score -2091958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2091967.125000 Penalty: 4850.159668
	Iteration 26Q: 3 clusters Score -2091967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2091971.000000 Penalty: 4850.159668
	Iteration 27Q: 3 clusters Score -2091971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2091983.000000 Penalty: 4850.159668
	Iteration 28Q: 3 clusters Score -2091983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2091990.750000 Penalty: 4850.159668
	Iteration 29Q: 3 clusters Score -2091991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2091993.375000 Penalty: 4850.159668
	Iteration 30Q: 3 clusters Score -2091993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2091994.375000 Penalty: 4850.159668
	Iteration 31Q: 3 clusters Score -2091994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2091999.000000 Penalty: 4850.159668
	Iteration 32Q: 3 clusters Score -2091999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2092005.500000 Penalty: 4850.159668
	Iteration 33Q: 3 clusters Score -2092006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2092008.250000 Penalty: 4850.159668
	Iteration 34Q: 3 clusters Score -2092008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2092018.500000 Penalty: 4850.159668
	Iteration 35Q: 3 clusters Score -2092018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2092024.375000 Penalty: 4850.159668
	Iteration 36Q: 3 clusters Score -2092024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2092032.625000 Penalty: 4850.159668
	Iteration 37Q: 3 clusters Score -2092033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2092041.000000 Penalty: 4850.159668
	Iteration 38Q: 3 clusters Score -2092041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2092053.750000 Penalty: 4850.159668
	Iteration 39Q: 3 clusters Score -2092054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2092055.250000 Penalty: 4850.159668
	Iteration 40F: 3 clusters Score -2092055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2092059.125000 Penalty: 4850.159668
	Iteration 41Q: 3 clusters Score -2092059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2092065.125000 Penalty: 4850.159668
	Iteration 42Q: 3 clusters Score -2092065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2092068.625000 Penalty: 4850.159668
	Iteration 43Q: 3 clusters Score -2092069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2092071.750000 Penalty: 4850.159668
	Iteration 44Q: 3 clusters Score -2092072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2092071.125000 Penalty: 4850.159668
	Iteration 45Q: 3 clusters Score -2092071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2092069.000000 Penalty: 4850.159668
	Iteration 46Q: 3 clusters Score -2092069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2092074.375000 Penalty: 4850.159668
	Iteration 47Q: 3 clusters Score -2092074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2092073.125000 Penalty: 4850.159668
	Iteration 48Q: 3 clusters Score -2092073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2092075.375000 Penalty: 4850.159668
	Iteration 49Q: 3 clusters Score -2092075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2092076.375000 Penalty: 4850.159668
	Iteration 50Q: 3 clusters Score -2092076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2092075.875000 Penalty: 4850.159668
	Iteration 51Q: 3 clusters Score -2092076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2092072.750000 Penalty: 4850.159668
	Iteration 52Q: 3 clusters Score -2092073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2092074.000000 Penalty: 4850.159668
	Iteration 53Q: 3 clusters Score -2092074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2092075.125000 Penalty: 4850.159668
	Iteration 54Q: 3 clusters Score -2092075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2092078.375000 Penalty: 4850.159668
	Iteration 55Q: 3 clusters Score -2092078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2092077.875000 Penalty: 4850.159668
	Iteration 56Q: 3 clusters Score -2092078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2092078.750000 Penalty: 4850.159668
	Iteration 57Q: 3 clusters Score -2092079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2092078.500000 Penalty: 4850.159668
	Iteration 58Q: 3 clusters Score -2092078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2092078.750000 Penalty: 4850.159668
	Iteration 59Q: 3 clusters Score -2092079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2092078.750000 Penalty: 4850.159668
	Iteration 60F: 3 clusters Score -2092079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Entering Unmasked Estep 
Score: -1216833.875000 Penalty: 2282.771729
	Iteration 0F: 2 clusters Score -1216834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1209231.625000 Penalty: 4565.543457
	Iteration 0F: 3 clusters Score -1209232 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1211359.375000 Penalty: 4565.543457
	Iteration 1F: 3 clusters Score -1211359 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1211675.000000 Penalty: 4565.543457
	Iteration 2F: 3 clusters Score -1211675 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1211888.125000 Penalty: 4565.543457
	Iteration 3F: 3 clusters Score -1211888 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1212036.750000 Penalty: 4565.543457
	Iteration 4Q: 3 clusters Score -1212037 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1212189.875000 Penalty: 4565.543457
	Iteration 5Q: 3 clusters Score -1212190 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1212324.125000 Penalty: 4565.543457
	Iteration 6Q: 3 clusters Score -1212324 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1212469.000000 Penalty: 4565.543457
	Iteration 7Q: 3 clusters Score -1212469 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1212647.750000 Penalty: 4565.543457
	Iteration 8Q: 3 clusters Score -1212648 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1212830.750000 Penalty: 4565.543457
	Iteration 9Q: 3 clusters Score -1212831 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1213023.125000 Penalty: 4565.543457
	Iteration 10Q: 3 clusters Score -1213023 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1213220.000000 Penalty: 4565.543457
	Iteration 11Q: 3 clusters Score -1213220 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1213425.000000 Penalty: 4565.543457
	Iteration 12Q: 3 clusters Score -1213425 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1213619.625000 Penalty: 4565.543457
	Iteration 13Q: 3 clusters Score -1213620 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1213825.750000 Penalty: 4565.543457
	Iteration 14Q: 3 clusters Score -1213826 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1213994.875000 Penalty: 4565.543457
	Iteration 15Q: 3 clusters Score -1213995 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1214103.000000 Penalty: 4565.543457
	Iteration 16Q: 3 clusters Score -1214103 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1214175.875000 Penalty: 4565.543457
	Iteration 17Q: 3 clusters Score -1214176 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1214235.625000 Penalty: 4565.543457
	Iteration 18Q: 3 clusters Score -1214236 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1214286.500000 Penalty: 4565.543457
	Iteration 19Q: 3 clusters Score -1214286 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1214347.125000 Penalty: 4565.543457
	Iteration 20F: 3 clusters Score -1214347 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1214405.500000 Penalty: 4565.543457
	Iteration 21Q: 3 clusters Score -1214406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1214449.375000 Penalty: 4565.543457
	Iteration 22Q: 3 clusters Score -1214449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1214494.125000 Penalty: 4565.543457
	Iteration 23Q: 3 clusters Score -1214494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1214524.500000 Penalty: 4565.543457
	Iteration 24Q: 3 clusters Score -1214524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1214549.875000 Penalty: 4565.543457
	Iteration 25Q: 3 clusters Score -1214550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1214572.625000 Penalty: 4565.543457
	Iteration 26Q: 3 clusters Score -1214573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1214593.625000 Penalty: 4565.543457
	Iteration 27Q: 3 clusters Score -1214594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1214618.750000 Penalty: 4565.543457
	Iteration 28Q: 3 clusters Score -1214619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1214635.750000 Penalty: 4565.543457
	Iteration 29Q: 3 clusters Score -1214636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1214649.000000 Penalty: 4565.543457
	Iteration 30Q: 3 clusters Score -1214649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1214661.750000 Penalty: 4565.543457
	Iteration 31Q: 3 clusters Score -1214662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1214675.500000 Penalty: 4565.543457
	Iteration 32Q: 3 clusters Score -1214676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1214689.875000 Penalty: 4565.543457
	Iteration 33Q: 3 clusters Score -1214690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1214700.750000 Penalty: 4565.543457
	Iteration 34Q: 3 clusters Score -1214701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1214726.000000 Penalty: 4565.543457
	Iteration 35Q: 3 clusters Score -1214726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1214745.625000 Penalty: 4565.543457
	Iteration 36Q: 3 clusters Score -1214746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1214771.000000 Penalty: 4565.543457
	Iteration 37Q: 3 clusters Score -1214771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1214792.000000 Penalty: 4565.543457
	Iteration 38Q: 3 clusters Score -1214792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1214806.750000 Penalty: 4565.543457
	Iteration 39Q: 3 clusters Score -1214807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1214827.000000 Penalty: 4565.543457
	Iteration 40F: 3 clusters Score -1214827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1214839.375000 Penalty: 4565.543457
	Iteration 41Q: 3 clusters Score -1214839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1214854.625000 Penalty: 4565.543457
	Iteration 42Q: 3 clusters Score -1214855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1214866.250000 Penalty: 4565.543457
	Iteration 43Q: 3 clusters Score -1214866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1214880.250000 Penalty: 4565.543457
	Iteration 44Q: 3 clusters Score -1214880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1214890.625000 Penalty: 4565.543457
	Iteration 45Q: 3 clusters Score -1214891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1214898.375000 Penalty: 4565.543457
	Iteration 46Q: 3 clusters Score -1214898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1214906.375000 Penalty: 4565.543457
	Iteration 47Q: 3 clusters Score -1214906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1214912.375000 Penalty: 4565.543457
	Iteration 48Q: 3 clusters Score -1214912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1214914.750000 Penalty: 4565.543457
	Iteration 49Q: 3 clusters Score -1214915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1214926.375000 Penalty: 4565.543457
	Iteration 50Q: 3 clusters Score -1214926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1214934.750000 Penalty: 4565.543457
	Iteration 51Q: 3 clusters Score -1214935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1214942.500000 Penalty: 4565.543457
	Iteration 52Q: 3 clusters Score -1214942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1214948.250000 Penalty: 4565.543457
	Iteration 53Q: 3 clusters Score -1214948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1214952.125000 Penalty: 4565.543457
	Iteration 54Q: 3 clusters Score -1214952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1214960.500000 Penalty: 4565.543457
	Iteration 55Q: 3 clusters Score -1214960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1214964.875000 Penalty: 4565.543457
	Iteration 56Q: 3 clusters Score -1214965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1214969.375000 Penalty: 4565.543457
	Iteration 57Q: 3 clusters Score -1214969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1214974.375000 Penalty: 4565.543457
	Iteration 58Q: 3 clusters Score -1214974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1214985.625000 Penalty: 4565.543457
	Iteration 59Q: 3 clusters Score -1214986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1214991.875000 Penalty: 4565.543457
	Iteration 60F: 3 clusters Score -1214992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1214997.875000 Penalty: 4565.543457
	Iteration 61Q: 3 clusters Score -1214998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1215004.625000 Penalty: 4565.543457
	Iteration 62Q: 3 clusters Score -1215005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1215010.000000 Penalty: 4565.543457
	Iteration 63Q: 3 clusters Score -1215010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1215010.750000 Penalty: 4565.543457
	Iteration 64Q: 3 clusters Score -1215011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1215012.375000 Penalty: 4565.543457
	Iteration 65Q: 3 clusters Score -1215012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1215010.875000 Penalty: 4565.543457
	Iteration 66Q: 3 clusters Score -1215011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1215013.375000 Penalty: 4565.543457
	Iteration 67Q: 3 clusters Score -1215013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1215012.875000 Penalty: 4565.543457
	Iteration 68Q: 3 clusters Score -1215013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1215014.625000 Penalty: 4565.543457
	Iteration 69Q: 3 clusters Score -1215015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1215013.625000 Penalty: 4565.543457
	Iteration 70Q: 3 clusters Score -1215014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1215013.625000 Penalty: 4565.543457
	Iteration 71F: 3 clusters Score -1215014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -501577.218750 Penalty: 2063.592041
	Iteration 0F: 2 clusters Score -501577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -497615.625000 Penalty: 4127.184082
	Iteration 0F: 3 clusters Score -497615.6 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -498493.375000 Penalty: 4127.184082
	Iteration 1F: 3 clusters Score -498493.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -498681.843750 Penalty: 4127.184082
	Iteration 2F: 3 clusters Score -498681.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -498795.375000 Penalty: 4127.184082
	Iteration 3F: 3 clusters Score -498795.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -498870.843750 Penalty: 4127.184082
	Iteration 4Q: 3 clusters Score -498870.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -498929.468750 Penalty: 4127.184082
	Iteration 5Q: 3 clusters Score -498929.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -498982.281250 Penalty: 4127.184082
	Iteration 6Q: 3 clusters Score -498982.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -499035.031250 Penalty: 4127.184082
	Iteration 7Q: 3 clusters Score -499035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -499082.250000 Penalty: 4127.184082
	Iteration 8Q: 3 clusters Score -499082.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -499114.406250 Penalty: 4127.184082
	Iteration 9Q: 3 clusters Score -499114.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -499142.218750 Penalty: 4127.184082
	Iteration 10Q: 3 clusters Score -499142.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -499170.625000 Penalty: 4127.184082
	Iteration 11Q: 3 clusters Score -499170.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -499198.250000 Penalty: 4127.184082
	Iteration 12Q: 3 clusters Score -499198.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -499222.062500 Penalty: 4127.184082
	Iteration 13Q: 3 clusters Score -499222.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -499249.281250 Penalty: 4127.184082
	Iteration 14Q: 3 clusters Score -499249.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -499277.250000 Penalty: 4127.184082
	Iteration 15Q: 3 clusters Score -499277.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -499302.687500 Penalty: 4127.184082
	Iteration 16Q: 3 clusters Score -499302.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -499325.156250 Penalty: 4127.184082
	Iteration 17Q: 3 clusters Score -499325.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -499346.656250 Penalty: 4127.184082
	Iteration 18Q: 3 clusters Score -499346.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -499368.500000 Penalty: 4127.184082
	Iteration 19Q: 3 clusters Score -499368.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -499387.437500 Penalty: 4127.184082
	Iteration 20F: 3 clusters Score -499387.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -499401.906250 Penalty: 4127.184082
	Iteration 21Q: 3 clusters Score -499401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -499418.187500 Penalty: 4127.184082
	Iteration 22Q: 3 clusters Score -499418.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -499445.093750 Penalty: 4127.184082
	Iteration 23Q: 3 clusters Score -499445.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -499465.093750 Penalty: 4127.184082
	Iteration 24Q: 3 clusters Score -499465.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -499489.406250 Penalty: 4127.184082
	Iteration 25Q: 3 clusters Score -499489.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -499508.843750 Penalty: 4127.184082
	Iteration 26Q: 3 clusters Score -499508.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -499523.531250 Penalty: 4127.184082
	Iteration 27Q: 3 clusters Score -499523.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -499540.281250 Penalty: 4127.184082
	Iteration 28Q: 3 clusters Score -499540.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -499560.906250 Penalty: 4127.184082
	Iteration 29Q: 3 clusters Score -499560.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -499576.625000 Penalty: 4127.184082
	Iteration 30Q: 3 clusters Score -499576.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -499592.312500 Penalty: 4127.184082
	Iteration 31Q: 3 clusters Score -499592.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -499614.125000 Penalty: 4127.184082
	Iteration 32Q: 3 clusters Score -499614.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -499644.562500 Penalty: 4127.184082
	Iteration 33Q: 3 clusters Score -499644.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -499664.250000 Penalty: 4127.184082
	Iteration 34Q: 3 clusters Score -499664.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -499680.906250 Penalty: 4127.184082
	Iteration 35Q: 3 clusters Score -499680.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -499701.125000 Penalty: 4127.184082
	Iteration 36Q: 3 clusters Score -499701.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -499719.625000 Penalty: 4127.184082
	Iteration 37Q: 3 clusters Score -499719.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -499731.187500 Penalty: 4127.184082
	Iteration 38Q: 3 clusters Score -499731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -499739.937500 Penalty: 4127.184082
	Iteration 39Q: 3 clusters Score -499739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -499744.718750 Penalty: 4127.184082
	Iteration 40F: 3 clusters Score -499744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -499752.875000 Penalty: 4127.184082
	Iteration 41Q: 3 clusters Score -499752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -499762.031250 Penalty: 4127.184082
	Iteration 42Q: 3 clusters Score -499762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -499768.187500 Penalty: 4127.184082
	Iteration 43Q: 3 clusters Score -499768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -499777.062500 Penalty: 4127.184082
	Iteration 44Q: 3 clusters Score -499777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -499781.000000 Penalty: 4127.184082
	Iteration 45Q: 3 clusters Score -499781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -499784.062500 Penalty: 4127.184082
	Iteration 46Q: 3 clusters Score -499784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -499788.500000 Penalty: 4127.184082
	Iteration 47Q: 3 clusters Score -499788.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -499792.687500 Penalty: 4127.184082
	Iteration 48Q: 3 clusters Score -499792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -499793.937500 Penalty: 4127.184082
	Iteration 49Q: 3 clusters Score -499793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -499797.375000 Penalty: 4127.184082
	Iteration 50Q: 3 clusters Score -499797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -499798.812500 Penalty: 4127.184082
	Iteration 51Q: 3 clusters Score -499798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -499800.562500 Penalty: 4127.184082
	Iteration 52Q: 3 clusters Score -499800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -499800.312500 Penalty: 4127.184082
	Iteration 53Q: 3 clusters Score -499800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -499802.281250 Penalty: 4127.184082
	Iteration 54Q: 3 clusters Score -499802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -499803.781250 Penalty: 4127.184082
	Iteration 55Q: 3 clusters Score -499803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -499805.500000 Penalty: 4127.184082
	Iteration 56Q: 3 clusters Score -499805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -499807.250000 Penalty: 4127.184082
	Iteration 57Q: 3 clusters Score -499807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -499810.531250 Penalty: 4127.184082
	Iteration 58Q: 3 clusters Score -499810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -499812.281250 Penalty: 4127.184082
	Iteration 59Q: 3 clusters Score -499812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -499812.281250 Penalty: 4127.184082
	Iteration 60F: 3 clusters Score -499812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Entering Unmasked Estep 
Score: -6884898.500000 Penalty: 2711.454834
	Iteration 0F: 2 clusters Score -6884898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6847251.500000 Penalty: 5422.909668
	Iteration 0F: 3 clusters Score -6847252 nChanged 25978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -6861484.000000 Penalty: 5422.909668
	Iteration 1F: 3 clusters Score -6861484 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -6862073.000000 Penalty: 5422.909668
	Iteration 2Q: 3 clusters Score -6862073 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6862749.500000 Penalty: 5422.909668
	Iteration 3Q: 3 clusters Score -6862750 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -6863601.000000 Penalty: 5422.909668
	Iteration 4Q: 3 clusters Score -6863601 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6864818.000000 Penalty: 5422.909668
	Iteration 5Q: 3 clusters Score -6864818 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -6866333.000000 Penalty: 5422.909668
	Iteration 6F: 3 clusters Score -6866333 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6868384.000000 Penalty: 5422.909668
	Iteration 7F: 3 clusters Score -6868384 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -6870666.500000 Penalty: 5422.909668
	Iteration 8F: 3 clusters Score -6870666 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -6872533.500000 Penalty: 5422.909668
	Iteration 9F: 3 clusters Score -6872534 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -6873754.000000 Penalty: 5422.909668
	Iteration 10F: 3 clusters Score -6873754 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -6874605.500000 Penalty: 5422.909668
	Iteration 11Q: 3 clusters Score -6874606 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -6875211.000000 Penalty: 5422.909668
	Iteration 12Q: 3 clusters Score -6875211 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -6875780.500000 Penalty: 5422.909668
	Iteration 13Q: 3 clusters Score -6875780 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -6876406.000000 Penalty: 5422.909668
	Iteration 14Q: 3 clusters Score -6876406 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -6877017.000000 Penalty: 5422.909668
	Iteration 15Q: 3 clusters Score -6877017 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -6877765.000000 Penalty: 5422.909668
	Iteration 16Q: 3 clusters Score -6877765 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -6878568.000000 Penalty: 5422.909668
	Iteration 17Q: 3 clusters Score -6878568 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6879321.500000 Penalty: 5422.909668
	Iteration 18Q: 3 clusters Score -6879322 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6880088.000000 Penalty: 5422.909668
	Iteration 19Q: 3 clusters Score -6880088 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6880767.500000 Penalty: 5422.909668
	Iteration 20F: 3 clusters Score -6880768 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6881300.000000 Penalty: 5422.909668
	Iteration 21Q: 3 clusters Score -6881300 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6881765.500000 Penalty: 5422.909668
	Iteration 22Q: 3 clusters Score -6881766 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6882085.000000 Penalty: 5422.909668
	Iteration 23Q: 3 clusters Score -6882085 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6882355.500000 Penalty: 5422.909668
	Iteration 24Q: 3 clusters Score -6882356 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6882548.500000 Penalty: 5422.909668
	Iteration 25Q: 3 clusters Score -6882548 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6882693.500000 Penalty: 5422.909668
	Iteration 26Q: 3 clusters Score -6882694 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6882774.500000 Penalty: 5422.909668
	Iteration 27Q: 3 clusters Score -6882774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6882819.000000 Penalty: 5422.909668
	Iteration 28Q: 3 clusters Score -6882819 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6882860.500000 Penalty: 5422.909668
	Iteration 29Q: 3 clusters Score -6882860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6882902.000000 Penalty: 5422.909668
	Iteration 30Q: 3 clusters Score -6882902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6882928.000000 Penalty: 5422.909668
	Iteration 31Q: 3 clusters Score -6882928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6882949.000000 Penalty: 5422.909668
	Iteration 32Q: 3 clusters Score -6882949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6882971.000000 Penalty: 5422.909668
	Iteration 33Q: 3 clusters Score -6882971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6882994.000000 Penalty: 5422.909668
	Iteration 34Q: 3 clusters Score -6882994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6883005.500000 Penalty: 5422.909668
	Iteration 35Q: 3 clusters Score -6883006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6883028.000000 Penalty: 5422.909668
	Iteration 36Q: 3 clusters Score -6883028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6883046.000000 Penalty: 5422.909668
	Iteration 37Q: 3 clusters Score -6883046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6883062.500000 Penalty: 5422.909668
	Iteration 38Q: 3 clusters Score -6883062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6883078.500000 Penalty: 5422.909668
	Iteration 39Q: 3 clusters Score -6883078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6883073.000000 Penalty: 5422.909668
	Iteration 40F: 3 clusters Score -6883073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6883094.000000 Penalty: 5422.909668
	Iteration 41Q: 3 clusters Score -6883094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6883088.000000 Penalty: 5422.909668
	Iteration 42Q: 3 clusters Score -6883088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6883090.000000 Penalty: 5422.909668
	Iteration 43Q: 3 clusters Score -6883090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6883106.000000 Penalty: 5422.909668
	Iteration 44Q: 3 clusters Score -6883106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6883103.500000 Penalty: 5422.909668
	Iteration 45Q: 3 clusters Score -6883104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6883117.000000 Penalty: 5422.909668
	Iteration 46Q: 3 clusters Score -6883117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6883121.500000 Penalty: 5422.909668
	Iteration 47Q: 3 clusters Score -6883122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6883122.000000 Penalty: 5422.909668
	Iteration 48Q: 3 clusters Score -6883122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6883133.000000 Penalty: 5422.909668
	Iteration 49Q: 3 clusters Score -6883133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6883141.000000 Penalty: 5422.909668
	Iteration 50Q: 3 clusters Score -6883141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6883135.500000 Penalty: 5422.909668
	Iteration 51Q: 3 clusters Score -6883136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6883150.500000 Penalty: 5422.909668
	Iteration 52Q: 3 clusters Score -6883150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6883155.000000 Penalty: 5422.909668
	Iteration 53Q: 3 clusters Score -6883155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6883164.500000 Penalty: 5422.909668
	Iteration 54Q: 3 clusters Score -6883164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6883170.000000 Penalty: 5422.909668
	Iteration 55Q: 3 clusters Score -6883170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6883186.500000 Penalty: 5422.909668
	Iteration 56Q: 3 clusters Score -6883186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6883203.500000 Penalty: 5422.909668
	Iteration 57Q: 3 clusters Score -6883204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6883214.500000 Penalty: 5422.909668
	Iteration 58Q: 3 clusters Score -6883214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6883223.000000 Penalty: 5422.909668
	Iteration 59Q: 3 clusters Score -6883223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6883226.000000 Penalty: 5422.909668
	Iteration 60F: 3 clusters Score -6883226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6883216.500000 Penalty: 5422.909668
	Iteration 61Q: 3 clusters Score -6883216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6883221.500000 Penalty: 5422.909668
	Iteration 62Q: 3 clusters Score -6883222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6883229.000000 Penalty: 5422.909668
	Iteration 63Q: 3 clusters Score -6883229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6883229.500000 Penalty: 5422.909668
	Iteration 64Q: 3 clusters Score -6883230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6883228.500000 Penalty: 5422.909668
	Iteration 65Q: 3 clusters Score -6883228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6883228.500000 Penalty: 5422.909668
	Iteration 66F: 3 clusters Score -6883228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -157191.343750 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -157191.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -154984.234375 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -154984.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155661.671875 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -155661.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -156022.968750 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -156023 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156316.562500 Penalty: 3611.567139
	Iteration 3F: 3 clusters Score -156316.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156564.078125 Penalty: 3611.567139
	Iteration 4F: 3 clusters Score -156564.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156715.062500 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -156715.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156785.703125 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -156785.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156853.250000 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -156853.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156945.921875 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -156945.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157019.281250 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -157019.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157084.125000 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -157084.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -157138.671875 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -157138.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157212.468750 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -157212.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157297.906250 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -157297.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -157360.171875 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -157360.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157404.437500 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -157404.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -157458.296875 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -157458.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157507.953125 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -157508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157510.750000 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -157510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157512.468750 Penalty: 3611.567139
	Iteration 19Q: 3 clusters Score -157512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157512.468750 Penalty: 3611.567139
	Iteration 20F: 3 clusters Score -157512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 171939 members 
Mstep: Class 4 contains 17651 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 9 contains 26154 members 
Mstep: Class 10 contains 184269 members 
Mstep: Class 11 contains 21914 members 
Mstep: Class 12 contains 27924 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 37260 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 20901 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174354 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172980 members 
Mstep: Class 22 contains 18030 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8304 members 
Mstep: Class 25 contains 2685 members 
Mstep: Class 26 contains 387 members 
Mstep: Class 27 contains 767 members 
Entering Unmasked Estep 
Score: -124227656.000000 Penalty: 92743.140625
Splitting cluster 8 changes total score from -124228968.000000 to -124227656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (26154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Entering Unmasked Estep 
Score: -3112813.250000 Penalty: 2522.595947
	Iteration 0F: 2 clusters Score -3112813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3094797.750000 Penalty: 5045.191895
	Iteration 0F: 3 clusters Score -3094798 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3101147.000000 Penalty: 5045.191895
	Iteration 1F: 3 clusters Score -3101147 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3101698.750000 Penalty: 5045.191895
	Iteration 2F: 3 clusters Score -3101699 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3102311.750000 Penalty: 5045.191895
	Iteration 3F: 3 clusters Score -3102312 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3103099.500000 Penalty: 5045.191895
	Iteration 4F: 3 clusters Score -3103100 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3104086.500000 Penalty: 5045.191895
	Iteration 5F: 3 clusters Score -3104086 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3105324.750000 Penalty: 5045.191895
	Iteration 6F: 3 clusters Score -3105325 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3106622.750000 Penalty: 5045.191895
	Iteration 7F: 3 clusters Score -3106623 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3107760.000000 Penalty: 5045.191895
	Iteration 8F: 3 clusters Score -3107760 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3108622.000000 Penalty: 5045.191895
	Iteration 9Q: 3 clusters Score -3108622 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3109199.500000 Penalty: 5045.191895
	Iteration 10Q: 3 clusters Score -3109200 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3109590.250000 Penalty: 5045.191895
	Iteration 11Q: 3 clusters Score -3109590 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3109788.750000 Penalty: 5045.191895
	Iteration 12Q: 3 clusters Score -3109789 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3109934.500000 Penalty: 5045.191895
	Iteration 13Q: 3 clusters Score -3109934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3110019.000000 Penalty: 5045.191895
	Iteration 14Q: 3 clusters Score -3110019 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3110081.250000 Penalty: 5045.191895
	Iteration 15Q: 3 clusters Score -3110081 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3110175.750000 Penalty: 5045.191895
	Iteration 16Q: 3 clusters Score -3110176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3110213 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3110256.500000 Penalty: 5045.191895
	Iteration 18Q: 3 clusters Score -3110256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3110293.250000 Penalty: 5045.191895
	Iteration 19Q: 3 clusters Score -3110293 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3110340.250000 Penalty: 5045.191895
	Iteration 20F: 3 clusters Score -3110340 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3110383.250000 Penalty: 5045.191895
	Iteration 21Q: 3 clusters Score -3110383 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3110433.000000 Penalty: 5045.191895
	Iteration 22Q: 3 clusters Score -3110433 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3110468.750000 Penalty: 5045.191895
	Iteration 23Q: 3 clusters Score -3110469 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3110502.250000 Penalty: 5045.191895
	Iteration 24Q: 3 clusters Score -3110502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3110530.500000 Penalty: 5045.191895
	Iteration 25Q: 3 clusters Score -3110530 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3110572.000000 Penalty: 5045.191895
	Iteration 26Q: 3 clusters Score -3110572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3110596.000000 Penalty: 5045.191895
	Iteration 27Q: 3 clusters Score -3110596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3110608.250000 Penalty: 5045.191895
	Iteration 28Q: 3 clusters Score -3110608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3110621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3110645.500000 Penalty: 5045.191895
	Iteration 30Q: 3 clusters Score -3110646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3110665 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3110683.250000 Penalty: 5045.191895
	Iteration 32Q: 3 clusters Score -3110683 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3110700.500000 Penalty: 5045.191895
	Iteration 33Q: 3 clusters Score -3110700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3110723.000000 Penalty: 5045.191895
	Iteration 34Q: 3 clusters Score -3110723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3110748.500000 Penalty: 5045.191895
	Iteration 35Q: 3 clusters Score -3110748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3110773.500000 Penalty: 5045.191895
	Iteration 36Q: 3 clusters Score -3110774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3110788.500000 Penalty: 5045.191895
	Iteration 37Q: 3 clusters Score -3110788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3110815.000000 Penalty: 5045.191895
	Iteration 38Q: 3 clusters Score -3110815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3110821.250000 Penalty: 5045.191895
	Iteration 39Q: 3 clusters Score -3110821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3110842.250000 Penalty: 5045.191895
	Iteration 40F: 3 clusters Score -3110842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3110868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3110867 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3110870 nChanged 46
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Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3110886 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3110884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3110884 nChanged 28
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3110888 nChanged 41
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Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3110900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3110912.500000 Penalty: 5045.191895
	Iteration 49Q: 3 clusters Score -3110912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3110911.750000 Penalty: 5045.191895
	Iteration 50Q: 3 clusters Score -3110912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3110919.750000 Penalty: 5045.191895
	Iteration 51Q: 3 clusters Score -3110920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3110915.250000 Penalty: 5045.191895
	Iteration 52Q: 3 clusters Score -3110915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3110931.000000 Penalty: 5045.191895
	Iteration 53Q: 3 clusters Score -3110931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3110947.000000 Penalty: 5045.191895
	Iteration 54Q: 3 clusters Score -3110947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3110955.250000 Penalty: 5045.191895
	Iteration 55Q: 3 clusters Score -3110955 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3110962.250000 Penalty: 5045.191895
	Iteration 56Q: 3 clusters Score -3110962 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3110962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3110979.000000 Penalty: 5045.191895
	Iteration 58Q: 3 clusters Score -3110979 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3110984.500000 Penalty: 5045.191895
	Iteration 59Q: 3 clusters Score -3110984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3110992.000000 Penalty: 5045.191895
	Iteration 60F: 3 clusters Score -3110992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3110992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3110993.750000 Penalty: 5045.191895
	Iteration 62Q: 3 clusters Score -3110994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3111001 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3111006 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3111014.250000 Penalty: 5045.191895
	Iteration 65Q: 3 clusters Score -3111014 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3111020.500000 Penalty: 5045.191895
	Iteration 66Q: 3 clusters Score -3111020 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3111014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3111021 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3111024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3111034.250000 Penalty: 5045.191895
	Iteration 70Q: 3 clusters Score -3111034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3111036.000000 Penalty: 5045.191895
	Iteration 71Q: 3 clusters Score -3111036 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3111040.000000 Penalty: 5045.191895
	Iteration 72Q: 3 clusters Score -3111040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3111051.750000 Penalty: 5045.191895
	Iteration 73Q: 3 clusters Score -3111052 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3111054 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3111073.500000 Penalty: 5045.191895
	Iteration 75Q: 3 clusters Score -3111074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3111105 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3111137 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3111205.500000 Penalty: 5045.191895
	Iteration 78Q: 3 clusters Score -3111206 nChanged 125
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3111300.000000 Penalty: 5045.191895
	Iteration 79Q: 3 clusters Score -3111300 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3111427.000000 Penalty: 5045.191895
	Iteration 80F: 3 clusters Score -3111427 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3111588 nChanged 201
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3111782.250000 Penalty: 5045.191895
	Iteration 82Q: 3 clusters Score -3111782 nChanged 205
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3111940.000000 Penalty: 5045.191895
	Iteration 83Q: 3 clusters Score -3111940 nChanged 146
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Mstep: Class 1 contains 3218 members 
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Entering Unmasked Estep 
Score: -3112010.750000 Penalty: 5045.191895
	Iteration 84Q: 3 clusters Score -3112011 nChanged 108
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Mstep: Class 1 contains 3204 members 
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Entering Unmasked Estep 
Score: -3112041.500000 Penalty: 5045.191895
	Iteration 85Q: 3 clusters Score -3112042 nChanged 77
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Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3112062.000000 Penalty: 5045.191895
	Iteration 86Q: 3 clusters Score -3112062 nChanged 52
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Mstep: Class 1 contains 3191 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3112075 nChanged 48
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Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3112086 nChanged 25
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Mstep: Class 1 contains 3200 members 
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Entering Unmasked Estep 
Score: -3112097.000000 Penalty: 5045.191895
	Iteration 89Q: 3 clusters Score -3112097 nChanged 22
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Mstep: Class 1 contains 3212 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3112098 nChanged 17
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Mstep: Class 1 contains 3223 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3112104 nChanged 16
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Mstep: Class 1 contains 3233 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3112107 nChanged 12
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Mstep: Class 1 contains 3239 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3112110 nChanged 10
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Mstep: Class 1 contains 3245 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3112112 nChanged 9
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Mstep: Class 1 contains 3252 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3112112 nChanged 9
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3112115.000000 Penalty: 5045.191895
	Iteration 96Q: 3 clusters Score -3112115 nChanged 5
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Mstep: Class 1 contains 3258 members 
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Entering Unmasked Estep 
Score: -3112118.000000 Penalty: 5045.191895
	Iteration 97Q: 3 clusters Score -3112118 nChanged 4
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Mstep: Class 1 contains 3260 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3112114 nChanged 2
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Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3112112 nChanged 2
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Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3112109.250000 Penalty: 5045.191895
	Iteration 100F: 3 clusters Score -3112109 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3266 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3112116 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3112116 nChanged 2
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Mstep: Class 1 contains 3270 members 
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Entering Unmasked Estep 
Score: -3112119.000000 Penalty: 5045.191895
	Iteration 103Q: 3 clusters Score -3112119 nChanged 3
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Mstep: Class 1 contains 3273 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3112115 nChanged 4
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3112114 nChanged 2
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3112114 nChanged 0
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Entering Unmasked Estep 
Score: -3112113.500000 Penalty: 5045.191895
	Iteration 107F: 3 clusters Score -3112114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (184269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184269 members 
Entering Unmasked Estep 
Score: -22946696.000000 Penalty: 3006.789795
	Iteration 0F: 2 clusters Score -2.29467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -22828112.000000 Penalty: 6013.579590
	Iteration 0F: 3 clusters Score -2.282811e+07 nChanged 88557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -22881246.000000 Penalty: 6013.579590
	Iteration 1F: 3 clusters Score -2.288125e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -22882852.000000 Penalty: 6013.579590
	Iteration 2Q: 3 clusters Score -2.288285e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -22885510.000000 Penalty: 6013.579590
	Iteration 3Q: 3 clusters Score -2.288551e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -22889188.000000 Penalty: 6013.579590
	Iteration 4Q: 3 clusters Score -2.288919e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 109847 members 
Entering Unmasked Estep 
Score: -22894450.000000 Penalty: 6013.579590
	Iteration 5F: 3 clusters Score -2.289445e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 116619 members 
Entering Unmasked Estep 
Score: -22900174.000000 Penalty: 6013.579590
	Iteration 6F: 3 clusters Score -2.290017e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 123986 members 
Entering Unmasked Estep 
Score: -22905848.000000 Penalty: 6013.579590
	Iteration 7F: 3 clusters Score -2.290585e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 131640 members 
Entering Unmasked Estep 
Score: -22911294.000000 Penalty: 6013.579590
	Iteration 8F: 3 clusters Score -2.291129e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -22916180.000000 Penalty: 6013.579590
	Iteration 9F: 3 clusters Score -2.291618e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 147420 members 
Entering Unmasked Estep 
Score: -22920788.000000 Penalty: 6013.579590
	Iteration 10Q: 3 clusters Score -2.292079e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 155468 members 
Entering Unmasked Estep 
Score: -22925470.000000 Penalty: 6013.579590
	Iteration 11Q: 3 clusters Score -2.292547e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 163340 members 
Entering Unmasked Estep 
Score: -22930662.000000 Penalty: 6013.579590
	Iteration 12Q: 3 clusters Score -2.293066e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 170563 members 
Entering Unmasked Estep 
Score: -22935498.000000 Penalty: 6013.579590
	Iteration 13Q: 3 clusters Score -2.29355e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 176207 members 
Entering Unmasked Estep 
Score: -22939014.000000 Penalty: 6013.579590
	Iteration 14Q: 3 clusters Score -2.293901e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -22941370.000000 Penalty: 6013.579590
	Iteration 15Q: 3 clusters Score -2.294137e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 181965 members 
Entering Unmasked Estep 
Score: -22942544.000000 Penalty: 6013.579590
	Iteration 16Q: 3 clusters Score -2.294254e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 182962 members 
Entering Unmasked Estep 
Score: -22943284.000000 Penalty: 6013.579590
	Iteration 17Q: 3 clusters Score -2.294328e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 183409 members 
Entering Unmasked Estep 
Score: -22943632.000000 Penalty: 6013.579590
	Iteration 18Q: 3 clusters Score -2.294363e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 183619 members 
Entering Unmasked Estep 
Score: -22943786.000000 Penalty: 6013.579590
	Iteration 19Q: 3 clusters Score -2.294379e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 183721 members 
Entering Unmasked Estep 
Score: -22943880.000000 Penalty: 6013.579590
	Iteration 20F: 3 clusters Score -2.294388e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 183773 members 
Entering Unmasked Estep 
Score: -22943954.000000 Penalty: 6013.579590
	Iteration 21Q: 3 clusters Score -2.294395e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 183805 members 
Entering Unmasked Estep 
Score: -22943984.000000 Penalty: 6013.579590
	Iteration 22Q: 3 clusters Score -2.294398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 183826 members 
Entering Unmasked Estep 
Score: -22944000.000000 Penalty: 6013.579590
	Iteration 23Q: 3 clusters Score -2.2944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -22944038.000000 Penalty: 6013.579590
	Iteration 24Q: 3 clusters Score -2.294404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 183861 members 
Entering Unmasked Estep 
Score: -22944080.000000 Penalty: 6013.579590
	Iteration 25Q: 3 clusters Score -2.294408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -22944114.000000 Penalty: 6013.579590
	Iteration 26Q: 3 clusters Score -2.294411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -22944148.000000 Penalty: 6013.579590
	Iteration 27Q: 3 clusters Score -2.294415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -22944156.000000 Penalty: 6013.579590
	Iteration 28Q: 3 clusters Score -2.294416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -22944160.000000 Penalty: 6013.579590
	Iteration 29Q: 3 clusters Score -2.294416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -22944168.000000 Penalty: 6013.579590
	Iteration 30Q: 3 clusters Score -2.294417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -22944178.000000 Penalty: 6013.579590
	Iteration 31Q: 3 clusters Score -2.294418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 183887 members 
Entering Unmasked Estep 
Score: -22944164.000000 Penalty: 6013.579590
	Iteration 32Q: 3 clusters Score -2.294416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 183885 members 
Entering Unmasked Estep 
Score: -22944172.000000 Penalty: 6013.579590
	Iteration 33Q: 3 clusters Score -2.294417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 183883 members 
Entering Unmasked Estep 
Score: -22944168.000000 Penalty: 6013.579590
	Iteration 34Q: 3 clusters Score -2.294417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 183883 members 
Entering Unmasked Estep 
Score: -22944168.000000 Penalty: 6013.579590
	Iteration 35F: 3 clusters Score -2.294417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Entering Unmasked Estep 
Score: -2689809.750000 Penalty: 2478.730469
	Iteration 0F: 2 clusters Score -2689810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2674553.250000 Penalty: 4957.460938
	Iteration 0F: 3 clusters Score -2674553 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2679990.750000 Penalty: 4957.460938
	Iteration 1F: 3 clusters Score -2679991 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2680513.000000 Penalty: 4957.460938
	Iteration 2F: 3 clusters Score -2680513 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2680974.750000 Penalty: 4957.460938
	Iteration 3Q: 3 clusters Score -2680975 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2681368.750000 Penalty: 4957.460938
	Iteration 4Q: 3 clusters Score -2681369 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2681784.250000 Penalty: 4957.460938
	Iteration 5Q: 3 clusters Score -2681784 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2682228.750000 Penalty: 4957.460938
	Iteration 6Q: 3 clusters Score -2682229 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2682762.500000 Penalty: 4957.460938
	Iteration 7Q: 3 clusters Score -2682762 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2683390.250000 Penalty: 4957.460938
	Iteration 8Q: 3 clusters Score -2683390 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2684062.000000 Penalty: 4957.460938
	Iteration 9Q: 3 clusters Score -2684062 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2684752.250000 Penalty: 4957.460938
	Iteration 10Q: 3 clusters Score -2684752 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2685407.000000 Penalty: 4957.460938
	Iteration 11Q: 3 clusters Score -2685407 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2685993.500000 Penalty: 4957.460938
	Iteration 12Q: 3 clusters Score -2685994 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2686418.250000 Penalty: 4957.460938
	Iteration 13Q: 3 clusters Score -2686418 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2686674.000000 Penalty: 4957.460938
	Iteration 14Q: 3 clusters Score -2686674 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2686874.000000 Penalty: 4957.460938
	Iteration 15Q: 3 clusters Score -2686874 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2687038.000000 Penalty: 4957.460938
	Iteration 16Q: 3 clusters Score -2687038 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2687144.000000 Penalty: 4957.460938
	Iteration 17Q: 3 clusters Score -2687144 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2687229.000000 Penalty: 4957.460938
	Iteration 18Q: 3 clusters Score -2687229 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2687310.500000 Penalty: 4957.460938
	Iteration 19Q: 3 clusters Score -2687310 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2687383.500000 Penalty: 4957.460938
	Iteration 20F: 3 clusters Score -2687384 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2687428.500000 Penalty: 4957.460938
	Iteration 21Q: 3 clusters Score -2687428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2687471.500000 Penalty: 4957.460938
	Iteration 22Q: 3 clusters Score -2687472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2687519.250000 Penalty: 4957.460938
	Iteration 23Q: 3 clusters Score -2687519 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2687579.750000 Penalty: 4957.460938
	Iteration 24Q: 3 clusters Score -2687580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2687622.500000 Penalty: 4957.460938
	Iteration 25Q: 3 clusters Score -2687622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2687667.500000 Penalty: 4957.460938
	Iteration 26Q: 3 clusters Score -2687668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2687706.500000 Penalty: 4957.460938
	Iteration 27Q: 3 clusters Score -2687706 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2687742.000000 Penalty: 4957.460938
	Iteration 28Q: 3 clusters Score -2687742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2687766.500000 Penalty: 4957.460938
	Iteration 29Q: 3 clusters Score -2687766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2687790.500000 Penalty: 4957.460938
	Iteration 30Q: 3 clusters Score -2687790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2687819.750000 Penalty: 4957.460938
	Iteration 31Q: 3 clusters Score -2687820 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2687833.750000 Penalty: 4957.460938
	Iteration 32Q: 3 clusters Score -2687834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2687841.750000 Penalty: 4957.460938
	Iteration 33Q: 3 clusters Score -2687842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2687861.250000 Penalty: 4957.460938
	Iteration 34Q: 3 clusters Score -2687861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2687871.500000 Penalty: 4957.460938
	Iteration 35Q: 3 clusters Score -2687872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2687876.000000 Penalty: 4957.460938
	Iteration 36Q: 3 clusters Score -2687876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2687887.000000 Penalty: 4957.460938
	Iteration 37Q: 3 clusters Score -2687887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2687903.750000 Penalty: 4957.460938
	Iteration 38Q: 3 clusters Score -2687904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2687905.750000 Penalty: 4957.460938
	Iteration 39Q: 3 clusters Score -2687906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2687906.250000 Penalty: 4957.460938
	Iteration 40F: 3 clusters Score -2687906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2687908.750000 Penalty: 4957.460938
	Iteration 41Q: 3 clusters Score -2687909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2687914.500000 Penalty: 4957.460938
	Iteration 42Q: 3 clusters Score -2687914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2687917.250000 Penalty: 4957.460938
	Iteration 43Q: 3 clusters Score -2687917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2687925.000000 Penalty: 4957.460938
	Iteration 44Q: 3 clusters Score -2687925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2687933.000000 Penalty: 4957.460938
	Iteration 45Q: 3 clusters Score -2687933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2687931.750000 Penalty: 4957.460938
	Iteration 46Q: 3 clusters Score -2687932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2687938.250000 Penalty: 4957.460938
	Iteration 47Q: 3 clusters Score -2687938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2687935.250000 Penalty: 4957.460938
	Iteration 48Q: 3 clusters Score -2687935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2687938.750000 Penalty: 4957.460938
	Iteration 49Q: 3 clusters Score -2687939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2687937.500000 Penalty: 4957.460938
	Iteration 50Q: 3 clusters Score -2687938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2687938.250000 Penalty: 4957.460938
	Iteration 51Q: 3 clusters Score -2687938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2687938.500000 Penalty: 4957.460938
	Iteration 52Q: 3 clusters Score -2687938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2687941.500000 Penalty: 4957.460938
	Iteration 53Q: 3 clusters Score -2687942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2687941.500000 Penalty: 4957.460938
	Iteration 54F: 3 clusters Score -2687942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Entering Unmasked Estep 
Score: -3435585.750000 Penalty: 2538.835938
	Iteration 0F: 2 clusters Score -3435586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3416544.500000 Penalty: 5077.671875
	Iteration 0F: 3 clusters Score -3416544 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3423264.000000 Penalty: 5077.671875
	Iteration 1F: 3 clusters Score -3423264 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3423887.750000 Penalty: 5077.671875
	Iteration 2F: 3 clusters Score -3423888 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3424520.000000 Penalty: 5077.671875
	Iteration 3F: 3 clusters Score -3424520 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3425192.750000 Penalty: 5077.671875
	Iteration 4F: 3 clusters Score -3425193 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3425880.750000 Penalty: 5077.671875
	Iteration 5F: 3 clusters Score -3425881 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3426641.750000 Penalty: 5077.671875
	Iteration 6F: 3 clusters Score -3426642 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3427304.250000 Penalty: 5077.671875
	Iteration 7F: 3 clusters Score -3427304 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3427831.000000 Penalty: 5077.671875
	Iteration 8Q: 3 clusters Score -3427831 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3428280.250000 Penalty: 5077.671875
	Iteration 9Q: 3 clusters Score -3428280 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3428654.500000 Penalty: 5077.671875
	Iteration 10Q: 3 clusters Score -3428654 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3429036.250000 Penalty: 5077.671875
	Iteration 11Q: 3 clusters Score -3429036 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3429374.500000 Penalty: 5077.671875
	Iteration 12Q: 3 clusters Score -3429374 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3429654.000000 Penalty: 5077.671875
	Iteration 13Q: 3 clusters Score -3429654 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3429939.000000 Penalty: 5077.671875
	Iteration 14Q: 3 clusters Score -3429939 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3430168.000000 Penalty: 5077.671875
	Iteration 15Q: 3 clusters Score -3430168 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3430311.500000 Penalty: 5077.671875
	Iteration 16Q: 3 clusters Score -3430312 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3430454.500000 Penalty: 5077.671875
	Iteration 17Q: 3 clusters Score -3430454 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3430570.000000 Penalty: 5077.671875
	Iteration 18Q: 3 clusters Score -3430570 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3430688.750000 Penalty: 5077.671875
	Iteration 19Q: 3 clusters Score -3430689 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3430792.750000 Penalty: 5077.671875
	Iteration 20F: 3 clusters Score -3430793 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3430899.500000 Penalty: 5077.671875
	Iteration 21Q: 3 clusters Score -3430900 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3431008.750000 Penalty: 5077.671875
	Iteration 22Q: 3 clusters Score -3431009 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3431098.250000 Penalty: 5077.671875
	Iteration 23Q: 3 clusters Score -3431098 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3431180.250000 Penalty: 5077.671875
	Iteration 24Q: 3 clusters Score -3431180 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3431261.750000 Penalty: 5077.671875
	Iteration 25Q: 3 clusters Score -3431262 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3431339.000000 Penalty: 5077.671875
	Iteration 26Q: 3 clusters Score -3431339 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3431421.250000 Penalty: 5077.671875
	Iteration 27Q: 3 clusters Score -3431421 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3431502.000000 Penalty: 5077.671875
	Iteration 28Q: 3 clusters Score -3431502 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3431576.500000 Penalty: 5077.671875
	Iteration 29Q: 3 clusters Score -3431576 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3431625.000000 Penalty: 5077.671875
	Iteration 30Q: 3 clusters Score -3431625 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3431687.250000 Penalty: 5077.671875
	Iteration 31Q: 3 clusters Score -3431687 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3431734.000000 Penalty: 5077.671875
	Iteration 32Q: 3 clusters Score -3431734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3431776.750000 Penalty: 5077.671875
	Iteration 33Q: 3 clusters Score -3431777 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3431824.750000 Penalty: 5077.671875
	Iteration 34Q: 3 clusters Score -3431825 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3431850.500000 Penalty: 5077.671875
	Iteration 35Q: 3 clusters Score -3431850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3431911.250000 Penalty: 5077.671875
	Iteration 36Q: 3 clusters Score -3431911 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3431977.500000 Penalty: 5077.671875
	Iteration 37Q: 3 clusters Score -3431978 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3432053.000000 Penalty: 5077.671875
	Iteration 38Q: 3 clusters Score -3432053 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3432148.750000 Penalty: 5077.671875
	Iteration 39Q: 3 clusters Score -3432149 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3432235.250000 Penalty: 5077.671875
	Iteration 40F: 3 clusters Score -3432235 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3432322.000000 Penalty: 5077.671875
	Iteration 41Q: 3 clusters Score -3432322 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3432409.250000 Penalty: 5077.671875
	Iteration 42Q: 3 clusters Score -3432409 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3432469.000000 Penalty: 5077.671875
	Iteration 43Q: 3 clusters Score -3432469 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3432528.250000 Penalty: 5077.671875
	Iteration 44Q: 3 clusters Score -3432528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3432596.500000 Penalty: 5077.671875
	Iteration 45Q: 3 clusters Score -3432596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3432662.250000 Penalty: 5077.671875
	Iteration 46Q: 3 clusters Score -3432662 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3432721.750000 Penalty: 5077.671875
	Iteration 47Q: 3 clusters Score -3432722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3432782.500000 Penalty: 5077.671875
	Iteration 48Q: 3 clusters Score -3432782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3432826.500000 Penalty: 5077.671875
	Iteration 49Q: 3 clusters Score -3432826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3432882.750000 Penalty: 5077.671875
	Iteration 50Q: 3 clusters Score -3432883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3432934.000000 Penalty: 5077.671875
	Iteration 51Q: 3 clusters Score -3432934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3432982.500000 Penalty: 5077.671875
	Iteration 52Q: 3 clusters Score -3432982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3433032.000000 Penalty: 5077.671875
	Iteration 53Q: 3 clusters Score -3433032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3433071.750000 Penalty: 5077.671875
	Iteration 54Q: 3 clusters Score -3433072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3433126.000000 Penalty: 5077.671875
	Iteration 55Q: 3 clusters Score -3433126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3433160.000000 Penalty: 5077.671875
	Iteration 56Q: 3 clusters Score -3433160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3433204.000000 Penalty: 5077.671875
	Iteration 57Q: 3 clusters Score -3433204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3433232.500000 Penalty: 5077.671875
	Iteration 58Q: 3 clusters Score -3433232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3433253.000000 Penalty: 5077.671875
	Iteration 59Q: 3 clusters Score -3433253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3433275.000000 Penalty: 5077.671875
	Iteration 60F: 3 clusters Score -3433275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3433287.250000 Penalty: 5077.671875
	Iteration 61Q: 3 clusters Score -3433287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3433317.000000 Penalty: 5077.671875
	Iteration 62Q: 3 clusters Score -3433317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3433335.000000 Penalty: 5077.671875
	Iteration 63Q: 3 clusters Score -3433335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3433353.250000 Penalty: 5077.671875
	Iteration 64Q: 3 clusters Score -3433353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3433374.500000 Penalty: 5077.671875
	Iteration 65Q: 3 clusters Score -3433374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3433390.500000 Penalty: 5077.671875
	Iteration 66Q: 3 clusters Score -3433390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3433418.250000 Penalty: 5077.671875
	Iteration 67Q: 3 clusters Score -3433418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3433425.750000 Penalty: 5077.671875
	Iteration 68Q: 3 clusters Score -3433426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3433433.500000 Penalty: 5077.671875
	Iteration 69Q: 3 clusters Score -3433434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3433448.000000 Penalty: 5077.671875
	Iteration 70Q: 3 clusters Score -3433448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3433451.250000 Penalty: 5077.671875
	Iteration 71Q: 3 clusters Score -3433451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3433454.250000 Penalty: 5077.671875
	Iteration 72Q: 3 clusters Score -3433454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3433461.500000 Penalty: 5077.671875
	Iteration 73Q: 3 clusters Score -3433462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3433468.750000 Penalty: 5077.671875
	Iteration 74Q: 3 clusters Score -3433469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3433475.000000 Penalty: 5077.671875
	Iteration 75Q: 3 clusters Score -3433475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3433474.250000 Penalty: 5077.671875
	Iteration 76Q: 3 clusters Score -3433474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3433474.500000 Penalty: 5077.671875
	Iteration 77Q: 3 clusters Score -3433474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3433477.250000 Penalty: 5077.671875
	Iteration 78Q: 3 clusters Score -3433477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3433480.250000 Penalty: 5077.671875
	Iteration 79Q: 3 clusters Score -3433480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3433480.250000 Penalty: 5077.671875
	Iteration 80F: 3 clusters Score -3433480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -757876.500000 Penalty: 2176.029541
	Iteration 0F: 2 clusters Score -757876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -752454.875000 Penalty: 4352.059082
	Iteration 0F: 3 clusters Score -752454.9 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -754018.812500 Penalty: 4352.059082
	Iteration 1F: 3 clusters Score -754018.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -754478.000000 Penalty: 4352.059082
	Iteration 2F: 3 clusters Score -754478 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -754945.312500 Penalty: 4352.059082
	Iteration 3F: 3 clusters Score -754945.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -755372.000000 Penalty: 4352.059082
	Iteration 4F: 3 clusters Score -755372 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -755683.562500 Penalty: 4352.059082
	Iteration 5F: 3 clusters Score -755683.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -755922.875000 Penalty: 4352.059082
	Iteration 6Q: 3 clusters Score -755922.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -756066.562500 Penalty: 4352.059082
	Iteration 7Q: 3 clusters Score -756066.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -756170.562500 Penalty: 4352.059082
	Iteration 8Q: 3 clusters Score -756170.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -756240.062500 Penalty: 4352.059082
	Iteration 9Q: 3 clusters Score -756240.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -756300.625000 Penalty: 4352.059082
	Iteration 10Q: 3 clusters Score -756300.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -756360.250000 Penalty: 4352.059082
	Iteration 11Q: 3 clusters Score -756360.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -756393.750000 Penalty: 4352.059082
	Iteration 12Q: 3 clusters Score -756393.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -756415.250000 Penalty: 4352.059082
	Iteration 13Q: 3 clusters Score -756415.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -756433.312500 Penalty: 4352.059082
	Iteration 14Q: 3 clusters Score -756433.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -756456.375000 Penalty: 4352.059082
	Iteration 15Q: 3 clusters Score -756456.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -756475.250000 Penalty: 4352.059082
	Iteration 16Q: 3 clusters Score -756475.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -756493.875000 Penalty: 4352.059082
	Iteration 17Q: 3 clusters Score -756493.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -756507.812500 Penalty: 4352.059082
	Iteration 18Q: 3 clusters Score -756507.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -756528.437500 Penalty: 4352.059082
	Iteration 19Q: 3 clusters Score -756528.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -756543.062500 Penalty: 4352.059082
	Iteration 20F: 3 clusters Score -756543.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -756550.562500 Penalty: 4352.059082
	Iteration 21Q: 3 clusters Score -756550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -756557.437500 Penalty: 4352.059082
	Iteration 22Q: 3 clusters Score -756557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -756558.250000 Penalty: 4352.059082
	Iteration 23Q: 3 clusters Score -756558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -756559.187500 Penalty: 4352.059082
	Iteration 24Q: 3 clusters Score -756559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -756559.812500 Penalty: 4352.059082
	Iteration 25Q: 3 clusters Score -756559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -756560.625000 Penalty: 4352.059082
	Iteration 26Q: 3 clusters Score -756560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -756560.875000 Penalty: 4352.059082
	Iteration 27Q: 3 clusters Score -756560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -756563.750000 Penalty: 4352.059082
	Iteration 28Q: 3 clusters Score -756563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -756567.750000 Penalty: 4352.059082
	Iteration 29Q: 3 clusters Score -756567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -756571.000000 Penalty: 4352.059082
	Iteration 30Q: 3 clusters Score -756571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -756573.250000 Penalty: 4352.059082
	Iteration 31Q: 3 clusters Score -756573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -756575.375000 Penalty: 4352.059082
	Iteration 32Q: 3 clusters Score -756575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -756578.562500 Penalty: 4352.059082
	Iteration 33Q: 3 clusters Score -756578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -756578.312500 Penalty: 4352.059082
	Iteration 34Q: 3 clusters Score -756578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -756579.687500 Penalty: 4352.059082
	Iteration 35Q: 3 clusters Score -756579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -756580.625000 Penalty: 4352.059082
	Iteration 36Q: 3 clusters Score -756580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -756581.000000 Penalty: 4352.059082
	Iteration 37Q: 3 clusters Score -756581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -756583.625000 Penalty: 4352.059082
	Iteration 38Q: 3 clusters Score -756583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -756582.625000 Penalty: 4352.059082
	Iteration 39Q: 3 clusters Score -756582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -756582.625000 Penalty: 4352.059082
	Iteration 40F: 3 clusters Score -756582.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Entering Unmasked Estep 
Score: -3742160.500000 Penalty: 2564.696045
	Iteration 0F: 2 clusters Score -3742160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3721010.500000 Penalty: 5129.392090
	Iteration 0F: 3 clusters Score -3721010 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3728631.500000 Penalty: 5129.392090
	Iteration 1F: 3 clusters Score -3728632 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3729407.000000 Penalty: 5129.392090
	Iteration 2F: 3 clusters Score -3729407 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3730307.750000 Penalty: 5129.392090
	Iteration 3F: 3 clusters Score -3730308 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3731210.500000 Penalty: 5129.392090
	Iteration 4F: 3 clusters Score -3731210 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3731959.500000 Penalty: 5129.392090
	Iteration 5F: 3 clusters Score -3731960 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3732636.500000 Penalty: 5129.392090
	Iteration 6Q: 3 clusters Score -3732636 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3733326.500000 Penalty: 5129.392090
	Iteration 7Q: 3 clusters Score -3733326 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3734118.750000 Penalty: 5129.392090
	Iteration 8Q: 3 clusters Score -3734119 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3734973.250000 Penalty: 5129.392090
	Iteration 9Q: 3 clusters Score -3734973 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3735928.500000 Penalty: 5129.392090
	Iteration 10Q: 3 clusters Score -3735928 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3736962.000000 Penalty: 5129.392090
	Iteration 11Q: 3 clusters Score -3736962 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3737914.500000 Penalty: 5129.392090
	Iteration 12Q: 3 clusters Score -3737914 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3738660.750000 Penalty: 5129.392090
	Iteration 13Q: 3 clusters Score -3738661 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3739188.000000 Penalty: 5129.392090
	Iteration 14Q: 3 clusters Score -3739188 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3739525.250000 Penalty: 5129.392090
	Iteration 15Q: 3 clusters Score -3739525 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3739717.500000 Penalty: 5129.392090
	Iteration 16Q: 3 clusters Score -3739718 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3739834.750000 Penalty: 5129.392090
	Iteration 17Q: 3 clusters Score -3739835 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3739923.000000 Penalty: 5129.392090
	Iteration 18Q: 3 clusters Score -3739923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3739981.000000 Penalty: 5129.392090
	Iteration 19Q: 3 clusters Score -3739981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3740044.250000 Penalty: 5129.392090
	Iteration 20F: 3 clusters Score -3740044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3740083.500000 Penalty: 5129.392090
	Iteration 21Q: 3 clusters Score -3740084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3740111.500000 Penalty: 5129.392090
	Iteration 22Q: 3 clusters Score -3740112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3740128.000000 Penalty: 5129.392090
	Iteration 23Q: 3 clusters Score -3740128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3740136.500000 Penalty: 5129.392090
	Iteration 24Q: 3 clusters Score -3740136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3740147.500000 Penalty: 5129.392090
	Iteration 25Q: 3 clusters Score -3740148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3740152.750000 Penalty: 5129.392090
	Iteration 26Q: 3 clusters Score -3740153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3740160.000000 Penalty: 5129.392090
	Iteration 27Q: 3 clusters Score -3740160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3740173.500000 Penalty: 5129.392090
	Iteration 28Q: 3 clusters Score -3740174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3740178.750000 Penalty: 5129.392090
	Iteration 29Q: 3 clusters Score -3740179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3740185.500000 Penalty: 5129.392090
	Iteration 30Q: 3 clusters Score -3740186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3740184.000000 Penalty: 5129.392090
	Iteration 31Q: 3 clusters Score -3740184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3740189.000000 Penalty: 5129.392090
	Iteration 32Q: 3 clusters Score -3740189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3740194.000000 Penalty: 5129.392090
	Iteration 33Q: 3 clusters Score -3740194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3740193.750000 Penalty: 5129.392090
	Iteration 34Q: 3 clusters Score -3740194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3740200.250000 Penalty: 5129.392090
	Iteration 35Q: 3 clusters Score -3740200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3740207.750000 Penalty: 5129.392090
	Iteration 36Q: 3 clusters Score -3740208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3740211.250000 Penalty: 5129.392090
	Iteration 37Q: 3 clusters Score -3740211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3740225.250000 Penalty: 5129.392090
	Iteration 38Q: 3 clusters Score -3740225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3740234.000000 Penalty: 5129.392090
	Iteration 39Q: 3 clusters Score -3740234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3740239.750000 Penalty: 5129.392090
	Iteration 40F: 3 clusters Score -3740240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3740250.250000 Penalty: 5129.392090
	Iteration 41Q: 3 clusters Score -3740250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3740258.250000 Penalty: 5129.392090
	Iteration 42Q: 3 clusters Score -3740258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3740260.500000 Penalty: 5129.392090
	Iteration 43Q: 3 clusters Score -3740260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3740270.500000 Penalty: 5129.392090
	Iteration 44Q: 3 clusters Score -3740270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740271.250000 Penalty: 5129.392090
	Iteration 45Q: 3 clusters Score -3740271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3740273.000000 Penalty: 5129.392090
	Iteration 46Q: 3 clusters Score -3740273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740276.250000 Penalty: 5129.392090
	Iteration 47Q: 3 clusters Score -3740276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740271.500000 Penalty: 5129.392090
	Iteration 48Q: 3 clusters Score -3740272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3740275.000000 Penalty: 5129.392090
	Iteration 49Q: 3 clusters Score -3740275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740273.250000 Penalty: 5129.392090
	Iteration 50Q: 3 clusters Score -3740273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3740271.750000 Penalty: 5129.392090
	Iteration 51Q: 3 clusters Score -3740272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740270.750000 Penalty: 5129.392090
	Iteration 52Q: 3 clusters Score -3740271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3740271.750000 Penalty: 5129.392090
	Iteration 53Q: 3 clusters Score -3740272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740278.250000 Penalty: 5129.392090
	Iteration 54Q: 3 clusters Score -3740278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740276.000000 Penalty: 5129.392090
	Iteration 55Q: 3 clusters Score -3740276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740278.500000 Penalty: 5129.392090
	Iteration 56Q: 3 clusters Score -3740278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3740278.500000 Penalty: 5129.392090
	Iteration 57F: 3 clusters Score -3740278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Entering Unmasked Estep 
Score: -4432180.000000 Penalty: 2610.367676
	Iteration 0F: 2 clusters Score -4432180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4406891.500000 Penalty: 5220.735352
	Iteration 0F: 3 clusters Score -4406892 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4416163.500000 Penalty: 5220.735352
	Iteration 1F: 3 clusters Score -4416164 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4416637.500000 Penalty: 5220.735352
	Iteration 2Q: 3 clusters Score -4416638 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4417026.500000 Penalty: 5220.735352
	Iteration 3Q: 3 clusters Score -4417026 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4417404.500000 Penalty: 5220.735352
	Iteration 4Q: 3 clusters Score -4417404 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4417763.500000 Penalty: 5220.735352
	Iteration 5Q: 3 clusters Score -4417764 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -4418211.000000 Penalty: 5220.735352
	Iteration 6Q: 3 clusters Score -4418211 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -4418794.000000 Penalty: 5220.735352
	Iteration 7Q: 3 clusters Score -4418794 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4419628.500000 Penalty: 5220.735352
	Iteration 8Q: 3 clusters Score -4419628 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4420787.000000 Penalty: 5220.735352
	Iteration 9F: 3 clusters Score -4420787 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -4422451.500000 Penalty: 5220.735352
	Iteration 10F: 3 clusters Score -4422452 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -4424486.000000 Penalty: 5220.735352
	Iteration 11F: 3 clusters Score -4424486 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4426397.000000 Penalty: 5220.735352
	Iteration 12F: 3 clusters Score -4426397 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4427911.000000 Penalty: 5220.735352
	Iteration 13Q: 3 clusters Score -4427911 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4428938.000000 Penalty: 5220.735352
	Iteration 14Q: 3 clusters Score -4428938 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4429548.000000 Penalty: 5220.735352
	Iteration 15Q: 3 clusters Score -4429548 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4429837.500000 Penalty: 5220.735352
	Iteration 16Q: 3 clusters Score -4429838 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4430010.000000 Penalty: 5220.735352
	Iteration 17Q: 3 clusters Score -4430010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4430088.500000 Penalty: 5220.735352
	Iteration 18Q: 3 clusters Score -4430088 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4430142.000000 Penalty: 5220.735352
	Iteration 19Q: 3 clusters Score -4430142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4430178.500000 Penalty: 5220.735352
	Iteration 20F: 3 clusters Score -4430178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4430206.500000 Penalty: 5220.735352
	Iteration 21Q: 3 clusters Score -4430206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4430226.000000 Penalty: 5220.735352
	Iteration 22Q: 3 clusters Score -4430226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4430235.000000 Penalty: 5220.735352
	Iteration 23Q: 3 clusters Score -4430235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4430244.000000 Penalty: 5220.735352
	Iteration 24Q: 3 clusters Score -4430244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4430251.500000 Penalty: 5220.735352
	Iteration 25Q: 3 clusters Score -4430252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4430256.500000 Penalty: 5220.735352
	Iteration 26Q: 3 clusters Score -4430256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4430261.000000 Penalty: 5220.735352
	Iteration 27Q: 3 clusters Score -4430261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4430260.000000 Penalty: 5220.735352
	Iteration 28Q: 3 clusters Score -4430260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4430262.500000 Penalty: 5220.735352
	Iteration 29Q: 3 clusters Score -4430262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4430264.000000 Penalty: 5220.735352
	Iteration 30Q: 3 clusters Score -4430264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4430270.000000 Penalty: 5220.735352
	Iteration 31Q: 3 clusters Score -4430270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4430266.000000 Penalty: 5220.735352
	Iteration 32Q: 3 clusters Score -4430266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4430267.500000 Penalty: 5220.735352
	Iteration 33Q: 3 clusters Score -4430268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4430269.500000 Penalty: 5220.735352
	Iteration 34Q: 3 clusters Score -4430270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4430270.000000 Penalty: 5220.735352
	Iteration 35Q: 3 clusters Score -4430270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4430270.000000 Penalty: 5220.735352
	Iteration 36F: 3 clusters Score -4430270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -762738.437500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -762738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -757100.750000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -757100.8 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -758711.437500 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -758711.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -759235.000000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -759235 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -759654.687500 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -759654.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -760069.125000 Penalty: 4372.276367
	Iteration 4F: 3 clusters Score -760069.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -760462.875000 Penalty: 4372.276367
	Iteration 5F: 3 clusters Score -760462.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -760750.375000 Penalty: 4372.276367
	Iteration 6F: 3 clusters Score -760750.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -760979.187500 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -760979.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -761130.687500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -761130.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -761241.250000 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -761241.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -761320.000000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -761320 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -761369.062500 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -761369.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -761402.187500 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -761402.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -761427.187500 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -761427.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -761445.437500 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -761445.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -761466.500000 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -761466.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -761479.500000 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -761479.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -761486.312500 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -761486.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -761494.375000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -761494.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -761500.687500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -761500.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -761504.250000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -761504.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -761507.750000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -761507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -761508.250000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -761508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -761509.562500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -761509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -761512.312500 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -761512.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -761511.312500 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -761511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -761513.000000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -761513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -761514.187500 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -761514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -761515.250000 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -761515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -761514.250000 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -761514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -761514.250000 Penalty: 4372.276367
	Iteration 30F: 3 clusters Score -761514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Entering Unmasked Estep 
Score: -2396270.000000 Penalty: 2466.993164
	Iteration 0F: 2 clusters Score -2396270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2381600.500000 Penalty: 4933.986328
	Iteration 0F: 3 clusters Score -2381600 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2386751.750000 Penalty: 4933.986328
	Iteration 1F: 3 clusters Score -2386752 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2387282.500000 Penalty: 4933.986328
	Iteration 2F: 3 clusters Score -2387282 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2387825.250000 Penalty: 4933.986328
	Iteration 3F: 3 clusters Score -2387825 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2388412.250000 Penalty: 4933.986328
	Iteration 4Q: 3 clusters Score -2388412 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2388999.500000 Penalty: 4933.986328
	Iteration 5F: 3 clusters Score -2389000 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2389464.750000 Penalty: 4933.986328
	Iteration 6Q: 3 clusters Score -2389465 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2389828.250000 Penalty: 4933.986328
	Iteration 7Q: 3 clusters Score -2389828 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2390172.000000 Penalty: 4933.986328
	Iteration 8Q: 3 clusters Score -2390172 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2390479.000000 Penalty: 4933.986328
	Iteration 9Q: 3 clusters Score -2390479 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2390746.250000 Penalty: 4933.986328
	Iteration 10Q: 3 clusters Score -2390746 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2390996.750000 Penalty: 4933.986328
	Iteration 11Q: 3 clusters Score -2390997 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2391257.000000 Penalty: 4933.986328
	Iteration 12Q: 3 clusters Score -2391257 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2391528.250000 Penalty: 4933.986328
	Iteration 13Q: 3 clusters Score -2391528 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2391816.250000 Penalty: 4933.986328
	Iteration 14Q: 3 clusters Score -2391816 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2392124.500000 Penalty: 4933.986328
	Iteration 15Q: 3 clusters Score -2392124 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2392492.250000 Penalty: 4933.986328
	Iteration 16Q: 3 clusters Score -2392492 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2392831.000000 Penalty: 4933.986328
	Iteration 17Q: 3 clusters Score -2392831 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2393169.250000 Penalty: 4933.986328
	Iteration 18Q: 3 clusters Score -2393169 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2393449.250000 Penalty: 4933.986328
	Iteration 19Q: 3 clusters Score -2393449 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2393705.750000 Penalty: 4933.986328
	Iteration 20F: 3 clusters Score -2393706 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2393914.750000 Penalty: 4933.986328
	Iteration 21Q: 3 clusters Score -2393915 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2394090.250000 Penalty: 4933.986328
	Iteration 22Q: 3 clusters Score -2394090 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2394214.750000 Penalty: 4933.986328
	Iteration 23Q: 3 clusters Score -2394215 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2394304.750000 Penalty: 4933.986328
	Iteration 24Q: 3 clusters Score -2394305 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2394375.000000 Penalty: 4933.986328
	Iteration 25Q: 3 clusters Score -2394375 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2394442.750000 Penalty: 4933.986328
	Iteration 26Q: 3 clusters Score -2394443 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2394495.500000 Penalty: 4933.986328
	Iteration 27Q: 3 clusters Score -2394496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2394531.500000 Penalty: 4933.986328
	Iteration 28Q: 3 clusters Score -2394532 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2394568.750000 Penalty: 4933.986328
	Iteration 29Q: 3 clusters Score -2394569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2394590.250000 Penalty: 4933.986328
	Iteration 30Q: 3 clusters Score -2394590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2394626.000000 Penalty: 4933.986328
	Iteration 31Q: 3 clusters Score -2394626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2394661.500000 Penalty: 4933.986328
	Iteration 32Q: 3 clusters Score -2394662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2394688.750000 Penalty: 4933.986328
	Iteration 33Q: 3 clusters Score -2394689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2394712.250000 Penalty: 4933.986328
	Iteration 34Q: 3 clusters Score -2394712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2394720.250000 Penalty: 4933.986328
	Iteration 35Q: 3 clusters Score -2394720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2394744.000000 Penalty: 4933.986328
	Iteration 36Q: 3 clusters Score -2394744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2394755.250000 Penalty: 4933.986328
	Iteration 37Q: 3 clusters Score -2394755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2394764.500000 Penalty: 4933.986328
	Iteration 38Q: 3 clusters Score -2394764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2394772.000000 Penalty: 4933.986328
	Iteration 39Q: 3 clusters Score -2394772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2394781.750000 Penalty: 4933.986328
	Iteration 40F: 3 clusters Score -2394782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2394785.500000 Penalty: 4933.986328
	Iteration 41Q: 3 clusters Score -2394786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2394788.250000 Penalty: 4933.986328
	Iteration 42Q: 3 clusters Score -2394788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2394797.250000 Penalty: 4933.986328
	Iteration 43Q: 3 clusters Score -2394797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2394795.500000 Penalty: 4933.986328
	Iteration 44Q: 3 clusters Score -2394796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2394799.000000 Penalty: 4933.986328
	Iteration 45Q: 3 clusters Score -2394799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2394797.750000 Penalty: 4933.986328
	Iteration 46Q: 3 clusters Score -2394798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2394802.500000 Penalty: 4933.986328
	Iteration 47Q: 3 clusters Score -2394802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2394803.750000 Penalty: 4933.986328
	Iteration 48Q: 3 clusters Score -2394804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2394807.500000 Penalty: 4933.986328
	Iteration 49Q: 3 clusters Score -2394808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2394804.250000 Penalty: 4933.986328
	Iteration 50Q: 3 clusters Score -2394804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2394809.500000 Penalty: 4933.986328
	Iteration 51Q: 3 clusters Score -2394810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2394808.750000 Penalty: 4933.986328
	Iteration 52Q: 3 clusters Score -2394809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2394807.500000 Penalty: 4933.986328
	Iteration 53Q: 3 clusters Score -2394808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2394807.250000 Penalty: 4933.986328
	Iteration 54Q: 3 clusters Score -2394807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2394810.750000 Penalty: 4933.986328
	Iteration 55Q: 3 clusters Score -2394811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2394812.000000 Penalty: 4933.986328
	Iteration 56Q: 3 clusters Score -2394812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2394811.500000 Penalty: 4933.986328
	Iteration 57Q: 3 clusters Score -2394812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2394814.000000 Penalty: 4933.986328
	Iteration 58Q: 3 clusters Score -2394814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2394817.000000 Penalty: 4933.986328
	Iteration 59Q: 3 clusters Score -2394817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2394818.250000 Penalty: 4933.986328
	Iteration 60F: 3 clusters Score -2394818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2394817.500000 Penalty: 4933.986328
	Iteration 61Q: 3 clusters Score -2394818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2394824.750000 Penalty: 4933.986328
	Iteration 62Q: 3 clusters Score -2394825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2394829.250000 Penalty: 4933.986328
	Iteration 63Q: 3 clusters Score -2394829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2394834.000000 Penalty: 4933.986328
	Iteration 64Q: 3 clusters Score -2394834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2394834.000000 Penalty: 4933.986328
	Iteration 65Q: 3 clusters Score -2394834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2394834.500000 Penalty: 4933.986328
	Iteration 66Q: 3 clusters Score -2394834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2394831.750000 Penalty: 4933.986328
	Iteration 67Q: 3 clusters Score -2394832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2394834.750000 Penalty: 4933.986328
	Iteration 68Q: 3 clusters Score -2394835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2394843.250000 Penalty: 4933.986328
	Iteration 69Q: 3 clusters Score -2394843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2394844.500000 Penalty: 4933.986328
	Iteration 70Q: 3 clusters Score -2394844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2394848.500000 Penalty: 4933.986328
	Iteration 71Q: 3 clusters Score -2394848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2394852.000000 Penalty: 4933.986328
	Iteration 72Q: 3 clusters Score -2394852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2394847.500000 Penalty: 4933.986328
	Iteration 73Q: 3 clusters Score -2394848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2394852.500000 Penalty: 4933.986328
	Iteration 74Q: 3 clusters Score -2394852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2394857.500000 Penalty: 4933.986328
	Iteration 75Q: 3 clusters Score -2394858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2394857.250000 Penalty: 4933.986328
	Iteration 76Q: 3 clusters Score -2394857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2394859.000000 Penalty: 4933.986328
	Iteration 77Q: 3 clusters Score -2394859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2394859.250000 Penalty: 4933.986328
	Iteration 78Q: 3 clusters Score -2394859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2394867.500000 Penalty: 4933.986328
	Iteration 79Q: 3 clusters Score -2394868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2394875.000000 Penalty: 4933.986328
	Iteration 80F: 3 clusters Score -2394875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2394878.000000 Penalty: 4933.986328
	Iteration 81Q: 3 clusters Score -2394878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2394881.750000 Penalty: 4933.986328
	Iteration 82Q: 3 clusters Score -2394882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2394885.250000 Penalty: 4933.986328
	Iteration 83Q: 3 clusters Score -2394885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2394890.500000 Penalty: 4933.986328
	Iteration 84Q: 3 clusters Score -2394890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2394892.250000 Penalty: 4933.986328
	Iteration 85Q: 3 clusters Score -2394892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2394893.250000 Penalty: 4933.986328
	Iteration 86Q: 3 clusters Score -2394893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2394893.250000 Penalty: 4933.986328
	Iteration 87Q: 3 clusters Score -2394893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2394893.750000 Penalty: 4933.986328
	Iteration 88Q: 3 clusters Score -2394894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2394892.750000 Penalty: 4933.986328
	Iteration 89Q: 3 clusters Score -2394893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2394893.250000 Penalty: 4933.986328
	Iteration 90Q: 3 clusters Score -2394893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2394893.250000 Penalty: 4933.986328
	Iteration 91Q: 3 clusters Score -2394893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2394892.500000 Penalty: 4933.986328
	Iteration 92Q: 3 clusters Score -2394892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2394892.500000 Penalty: 4933.986328
	Iteration 93F: 3 clusters Score -2394892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -356447.937500 Penalty: 1997.442871
	Iteration 0F: 2 clusters Score -356447.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -353092.750000 Penalty: 3994.885742
	Iteration 0F: 3 clusters Score -353092.8 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -353972.156250 Penalty: 3994.885742
	Iteration 1F: 3 clusters Score -353972.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -354251.343750 Penalty: 3994.885742
	Iteration 2F: 3 clusters Score -354251.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -354475.718750 Penalty: 3994.885742
	Iteration 3F: 3 clusters Score -354475.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -354697.375000 Penalty: 3994.885742
	Iteration 4F: 3 clusters Score -354697.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -354917.343750 Penalty: 3994.885742
	Iteration 5Q: 3 clusters Score -354917.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -355058.968750 Penalty: 3994.885742
	Iteration 6Q: 3 clusters Score -355059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -355146.312500 Penalty: 3994.885742
	Iteration 7Q: 3 clusters Score -355146.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -355208.718750 Penalty: 3994.885742
	Iteration 8Q: 3 clusters Score -355208.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -355258.031250 Penalty: 3994.885742
	Iteration 9Q: 3 clusters Score -355258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -355308.375000 Penalty: 3994.885742
	Iteration 10Q: 3 clusters Score -355308.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -355351.312500 Penalty: 3994.885742
	Iteration 11Q: 3 clusters Score -355351.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -355390.406250 Penalty: 3994.885742
	Iteration 12Q: 3 clusters Score -355390.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -355426.593750 Penalty: 3994.885742
	Iteration 13Q: 3 clusters Score -355426.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -355455.218750 Penalty: 3994.885742
	Iteration 14Q: 3 clusters Score -355455.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -355476.687500 Penalty: 3994.885742
	Iteration 15Q: 3 clusters Score -355476.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -355492.625000 Penalty: 3994.885742
	Iteration 16Q: 3 clusters Score -355492.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -355502.781250 Penalty: 3994.885742
	Iteration 17Q: 3 clusters Score -355502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -355515.843750 Penalty: 3994.885742
	Iteration 18Q: 3 clusters Score -355515.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -355524.687500 Penalty: 3994.885742
	Iteration 19Q: 3 clusters Score -355524.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -355526.125000 Penalty: 3994.885742
	Iteration 20F: 3 clusters Score -355526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -355530.437500 Penalty: 3994.885742
	Iteration 21Q: 3 clusters Score -355530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -355530.187500 Penalty: 3994.885742
	Iteration 22Q: 3 clusters Score -355530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -355531.375000 Penalty: 3994.885742
	Iteration 23Q: 3 clusters Score -355531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -355531.375000 Penalty: 3994.885742
	Iteration 24F: 3 clusters Score -355531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174354 members 
Entering Unmasked Estep 
Score: -21642822.000000 Penalty: 2993.072998
	Iteration 0F: 2 clusters Score -2.164282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -21527748.000000 Penalty: 5986.145996
	Iteration 0F: 3 clusters Score -2.152775e+07 nChanged 83584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -21578108.000000 Penalty: 5986.145996
	Iteration 1F: 3 clusters Score -2.157811e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -21581002.000000 Penalty: 5986.145996
	Iteration 2Q: 3 clusters Score -2.1581e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -21586438.000000 Penalty: 5986.145996
	Iteration 3F: 3 clusters Score -2.158644e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -21595158.000000 Penalty: 5986.145996
	Iteration 4F: 3 clusters Score -2.159516e+07 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 133841 members 
Entering Unmasked Estep 
Score: -21607078.000000 Penalty: 5986.145996
	Iteration 5F: 3 clusters Score -2.160708e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 146894 members 
Entering Unmasked Estep 
Score: -21618954.000000 Penalty: 5986.145996
	Iteration 6F: 3 clusters Score -2.161895e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 157497 members 
Entering Unmasked Estep 
Score: -21627876.000000 Penalty: 5986.145996
	Iteration 7F: 3 clusters Score -2.162788e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -21633534.000000 Penalty: 5986.145996
	Iteration 8Q: 3 clusters Score -2.163353e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -21637042.000000 Penalty: 5986.145996
	Iteration 9Q: 3 clusters Score -2.163704e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -21638796.000000 Penalty: 5986.145996
	Iteration 10Q: 3 clusters Score -2.16388e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 173149 members 
Entering Unmasked Estep 
Score: -21639558.000000 Penalty: 5986.145996
	Iteration 11Q: 3 clusters Score -2.163956e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -21639912.000000 Penalty: 5986.145996
	Iteration 12Q: 3 clusters Score -2.163991e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 173756 members 
Entering Unmasked Estep 
Score: -21640110.000000 Penalty: 5986.145996
	Iteration 13Q: 3 clusters Score -2.164011e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 173841 members 
Entering Unmasked Estep 
Score: -21640210.000000 Penalty: 5986.145996
	Iteration 14Q: 3 clusters Score -2.164021e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 173896 members 
Entering Unmasked Estep 
Score: -21640280.000000 Penalty: 5986.145996
	Iteration 15Q: 3 clusters Score -2.164028e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 173917 members 
Entering Unmasked Estep 
Score: -21640312.000000 Penalty: 5986.145996
	Iteration 16Q: 3 clusters Score -2.164031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 173933 members 
Entering Unmasked Estep 
Score: -21640308.000000 Penalty: 5986.145996
	Iteration 17Q: 3 clusters Score -2.164031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -21640332.000000 Penalty: 5986.145996
	Iteration 18Q: 3 clusters Score -2.164033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 173953 members 
Entering Unmasked Estep 
Score: -21640348.000000 Penalty: 5986.145996
	Iteration 19Q: 3 clusters Score -2.164035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 173957 members 
Entering Unmasked Estep 
Score: -21640350.000000 Penalty: 5986.145996
	Iteration 20F: 3 clusters Score -2.164035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -21640364.000000 Penalty: 5986.145996
	Iteration 21Q: 3 clusters Score -2.164036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -21640358.000000 Penalty: 5986.145996
	Iteration 22Q: 3 clusters Score -2.164036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -21640362.000000 Penalty: 5986.145996
	Iteration 23Q: 3 clusters Score -2.164036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -21640362.000000 Penalty: 5986.145996
	Iteration 24F: 3 clusters Score -2.164036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71841.414062 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71841.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70221.546875 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -70221.55 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70609.437500 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70609.44 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70888.195312 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70888.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71151.843750 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -71151.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71494.554688 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -71494.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71916.710938 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71916.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -72045.695312 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -72045.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -72129.734375 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -72129.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -72186.773438 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -72186.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -72206.968750 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -72206.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -72227.710938 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -72227.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -72257.906250 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -72257.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -72309.953125 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -72309.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -72309.953125 Penalty: 3225.383789
	Iteration 13F: 3 clusters Score -72309.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 171939 members 
Mstep: Class 4 contains 17651 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26154 members 
Mstep: Class 10 contains 184269 members 
Mstep: Class 11 contains 21914 members 
Mstep: Class 12 contains 27924 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 37260 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 20901 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174354 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 172980 members 
Mstep: Class 22 contains 18030 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8304 members 
Mstep: Class 25 contains 2685 members 
Mstep: Class 26 contains 387 members 
Mstep: Class 27 contains 116 members 
Entering Unmasked Estep 
Score: -124227504.000000 Penalty: 92743.140625
Splitting cluster 20 changes total score from -124228968.000000 to -124227504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (172980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172980 members 
Entering Unmasked Estep 
Score: -21282278.000000 Penalty: 2991.110840
	Iteration 0F: 2 clusters Score -2.128228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -21168632.000000 Penalty: 5982.221680
	Iteration 0F: 3 clusters Score -2.116863e+07 nChanged 82838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -21216800.000000 Penalty: 5982.221680
	Iteration 1F: 3 clusters Score -2.12168e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -21217758.000000 Penalty: 5982.221680
	Iteration 2Q: 3 clusters Score -2.121776e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -21219090.000000 Penalty: 5982.221680
	Iteration 3Q: 3 clusters Score -2.121909e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -21220658.000000 Penalty: 5982.221680
	Iteration 4Q: 3 clusters Score -2.122066e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -21223168.000000 Penalty: 5982.221680
	Iteration 5Q: 3 clusters Score -2.122317e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -21227418.000000 Penalty: 5982.221680
	Iteration 6Q: 3 clusters Score -2.122742e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -21234594.000000 Penalty: 5982.221680
	Iteration 7F: 3 clusters Score -2.123459e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -21244956.000000 Penalty: 5982.221680
	Iteration 8F: 3 clusters Score -2.124496e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123927 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -21257394.000000 Penalty: 5982.221680
	Iteration 9F: 3 clusters Score -2.125739e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130058 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -21268638.000000 Penalty: 5982.221680
	Iteration 10F: 3 clusters Score -2.126864e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133087 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -21274350.000000 Penalty: 5982.221680
	Iteration 11Q: 3 clusters Score -2.127435e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -21276318.000000 Penalty: 5982.221680
	Iteration 12Q: 3 clusters Score -2.127632e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -21277168.000000 Penalty: 5982.221680
	Iteration 13Q: 3 clusters Score -2.127717e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137366 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -21277684.000000 Penalty: 5982.221680
	Iteration 14Q: 3 clusters Score -2.127768e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -21278034.000000 Penalty: 5982.221680
	Iteration 15Q: 3 clusters Score -2.127803e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139454 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -21278224.000000 Penalty: 5982.221680
	Iteration 16Q: 3 clusters Score -2.127822e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -21278370.000000 Penalty: 5982.221680
	Iteration 17Q: 3 clusters Score -2.127837e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -21278482.000000 Penalty: 5982.221680
	Iteration 18Q: 3 clusters Score -2.127848e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142267 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -21278642.000000 Penalty: 5982.221680
	Iteration 19Q: 3 clusters Score -2.127864e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -21278734.000000 Penalty: 5982.221680
	Iteration 20F: 3 clusters Score -2.127873e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144032 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -21278850.000000 Penalty: 5982.221680
	Iteration 21Q: 3 clusters Score -2.127885e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144876 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -21278988.000000 Penalty: 5982.221680
	Iteration 22Q: 3 clusters Score -2.127899e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145752 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -21279084.000000 Penalty: 5982.221680
	Iteration 23Q: 3 clusters Score -2.127908e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146577 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -21279160.000000 Penalty: 5982.221680
	Iteration 24Q: 3 clusters Score -2.127916e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -21279328.000000 Penalty: 5982.221680
	Iteration 25Q: 3 clusters Score -2.127933e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148184 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -21279442.000000 Penalty: 5982.221680
	Iteration 26Q: 3 clusters Score -2.127944e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148963 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -21279384.000000 Penalty: 5982.221680
	Iteration 27Q: 3 clusters Score -2.127938e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -21279458.000000 Penalty: 5982.221680
	Iteration 28Q: 3 clusters Score -2.127946e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -21279436.000000 Penalty: 5982.221680
	Iteration 29Q: 3 clusters Score -2.127944e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151191 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -21279542.000000 Penalty: 5982.221680
	Iteration 30Q: 3 clusters Score -2.127954e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -21279576.000000 Penalty: 5982.221680
	Iteration 31Q: 3 clusters Score -2.127958e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -21279700.000000 Penalty: 5982.221680
	Iteration 32Q: 3 clusters Score -2.12797e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -21279796.000000 Penalty: 5982.221680
	Iteration 33Q: 3 clusters Score -2.12798e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -21279796.000000 Penalty: 5982.221680
	Iteration 34Q: 3 clusters Score -2.12798e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -21279790.000000 Penalty: 5982.221680
	Iteration 35Q: 3 clusters Score -2.127979e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -21279836.000000 Penalty: 5982.221680
	Iteration 36Q: 3 clusters Score -2.127984e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -21279894.000000 Penalty: 5982.221680
	Iteration 37Q: 3 clusters Score -2.127989e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -21279960.000000 Penalty: 5982.221680
	Iteration 38Q: 3 clusters Score -2.127996e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -21280026.000000 Penalty: 5982.221680
	Iteration 39Q: 3 clusters Score -2.128003e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157418 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -21280022.000000 Penalty: 5982.221680
	Iteration 40F: 3 clusters Score -2.128002e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157987 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -21280064.000000 Penalty: 5982.221680
	Iteration 41Q: 3 clusters Score -2.128006e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158600 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -21280156.000000 Penalty: 5982.221680
	Iteration 42Q: 3 clusters Score -2.128016e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -21280188.000000 Penalty: 5982.221680
	Iteration 43Q: 3 clusters Score -2.128019e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -21280258.000000 Penalty: 5982.221680
	Iteration 44Q: 3 clusters Score -2.128026e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -21280232.000000 Penalty: 5982.221680
	Iteration 45Q: 3 clusters Score -2.128023e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160915 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -21280208.000000 Penalty: 5982.221680
	Iteration 46Q: 3 clusters Score -2.128021e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -21280260.000000 Penalty: 5982.221680
	Iteration 47Q: 3 clusters Score -2.128026e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161924 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -21280256.000000 Penalty: 5982.221680
	Iteration 48Q: 3 clusters Score -2.128026e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162416 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -21280340.000000 Penalty: 5982.221680
	Iteration 49Q: 3 clusters Score -2.128034e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162889 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -21280460.000000 Penalty: 5982.221680
	Iteration 50Q: 3 clusters Score -2.128046e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -21280544.000000 Penalty: 5982.221680
	Iteration 51Q: 3 clusters Score -2.128054e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -21280602.000000 Penalty: 5982.221680
	Iteration 52Q: 3 clusters Score -2.12806e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -21280656.000000 Penalty: 5982.221680
	Iteration 53Q: 3 clusters Score -2.128066e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164564 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -21280680.000000 Penalty: 5982.221680
	Iteration 54Q: 3 clusters Score -2.128068e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164917 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -21280704.000000 Penalty: 5982.221680
	Iteration 55Q: 3 clusters Score -2.12807e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -21280706.000000 Penalty: 5982.221680
	Iteration 56Q: 3 clusters Score -2.128071e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -21280760.000000 Penalty: 5982.221680
	Iteration 57Q: 3 clusters Score -2.128076e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -21280786.000000 Penalty: 5982.221680
	Iteration 58Q: 3 clusters Score -2.128079e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166018 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -21280800.000000 Penalty: 5982.221680
	Iteration 59Q: 3 clusters Score -2.12808e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166248 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -21280772.000000 Penalty: 5982.221680
	Iteration 60F: 3 clusters Score -2.128077e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -21280766.000000 Penalty: 5982.221680
	Iteration 61Q: 3 clusters Score -2.128077e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -21280784.000000 Penalty: 5982.221680
	Iteration 62Q: 3 clusters Score -2.128078e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -21280778.000000 Penalty: 5982.221680
	Iteration 63Q: 3 clusters Score -2.128078e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -21280740.000000 Penalty: 5982.221680
	Iteration 64Q: 3 clusters Score -2.128074e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -21280746.000000 Penalty: 5982.221680
	Iteration 65Q: 3 clusters Score -2.128075e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -21280720.000000 Penalty: 5982.221680
	Iteration 66Q: 3 clusters Score -2.128072e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -21280710.000000 Penalty: 5982.221680
	Iteration 67Q: 3 clusters Score -2.128071e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -21280698.000000 Penalty: 5982.221680
	Iteration 68Q: 3 clusters Score -2.12807e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167611 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -21280706.000000 Penalty: 5982.221680
	Iteration 69Q: 3 clusters Score -2.128071e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -21280732.000000 Penalty: 5982.221680
	Iteration 70Q: 3 clusters Score -2.128073e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -21280730.000000 Penalty: 5982.221680
	Iteration 71Q: 3 clusters Score -2.128073e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -21280768.000000 Penalty: 5982.221680
	Iteration 72Q: 3 clusters Score -2.128077e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168014 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -21280760.000000 Penalty: 5982.221680
	Iteration 73Q: 3 clusters Score -2.128076e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -21280782.000000 Penalty: 5982.221680
	Iteration 74Q: 3 clusters Score -2.128078e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168218 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -21280770.000000 Penalty: 5982.221680
	Iteration 75Q: 3 clusters Score -2.128077e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -21280764.000000 Penalty: 5982.221680
	Iteration 76Q: 3 clusters Score -2.128076e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168408 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -21280752.000000 Penalty: 5982.221680
	Iteration 77Q: 3 clusters Score -2.128075e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168485 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -21280780.000000 Penalty: 5982.221680
	Iteration 78Q: 3 clusters Score -2.128078e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -21280806.000000 Penalty: 5982.221680
	Iteration 79Q: 3 clusters Score -2.128081e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -21280764.000000 Penalty: 5982.221680
	Iteration 80F: 3 clusters Score -2.128076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -21280804.000000 Penalty: 5982.221680
	Iteration 81Q: 3 clusters Score -2.12808e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -21280828.000000 Penalty: 5982.221680
	Iteration 82Q: 3 clusters Score -2.128083e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -21280828.000000 Penalty: 5982.221680
	Iteration 83Q: 3 clusters Score -2.128083e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -21280790.000000 Penalty: 5982.221680
	Iteration 84Q: 3 clusters Score -2.128079e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168923 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -21280782.000000 Penalty: 5982.221680
	Iteration 85Q: 3 clusters Score -2.128078e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -21280788.000000 Penalty: 5982.221680
	Iteration 86Q: 3 clusters Score -2.128079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169018 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -21280776.000000 Penalty: 5982.221680
	Iteration 87Q: 3 clusters Score -2.128078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169051 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -21280780.000000 Penalty: 5982.221680
	Iteration 88Q: 3 clusters Score -2.128078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169078 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -21280760.000000 Penalty: 5982.221680
	Iteration 89Q: 3 clusters Score -2.128076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169101 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -21280766.000000 Penalty: 5982.221680
	Iteration 90Q: 3 clusters Score -2.128077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -21280786.000000 Penalty: 5982.221680
	Iteration 91Q: 3 clusters Score -2.128079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -21280772.000000 Penalty: 5982.221680
	Iteration 92Q: 3 clusters Score -2.128077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -21280730.000000 Penalty: 5982.221680
	Iteration 93Q: 3 clusters Score -2.128073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -21280738.000000 Penalty: 5982.221680
	Iteration 94Q: 3 clusters Score -2.128074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169210 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21280752.000000 Penalty: 5982.221680
	Iteration 95Q: 3 clusters Score -2.128075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21280742.000000 Penalty: 5982.221680
	Iteration 96Q: 3 clusters Score -2.128074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -21280748.000000 Penalty: 5982.221680
	Iteration 97Q: 3 clusters Score -2.128075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -21280756.000000 Penalty: 5982.221680
	Iteration 98Q: 3 clusters Score -2.128076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169280 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -21280760.000000 Penalty: 5982.221680
	Iteration 99Q: 3 clusters Score -2.128076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169295 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -21280742.000000 Penalty: 5982.221680
	Iteration 100F: 3 clusters Score -2.128074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -21280740.000000 Penalty: 5982.221680
	Iteration 101Q: 3 clusters Score -2.128074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -21280764.000000 Penalty: 5982.221680
	Iteration 102Q: 3 clusters Score -2.128076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -21280756.000000 Penalty: 5982.221680
	Iteration 103Q: 3 clusters Score -2.128076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -21280770.000000 Penalty: 5982.221680
	Iteration 104Q: 3 clusters Score -2.128077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21280772.000000 Penalty: 5982.221680
	Iteration 105Q: 3 clusters Score -2.128077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169374 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -21280772.000000 Penalty: 5982.221680
	Iteration 106Q: 3 clusters Score -2.128077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -21280776.000000 Penalty: 5982.221680
	Iteration 107Q: 3 clusters Score -2.128078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -21280772.000000 Penalty: 5982.221680
	Iteration 108Q: 3 clusters Score -2.128077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -21280754.000000 Penalty: 5982.221680
	Iteration 109Q: 3 clusters Score -2.128075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -21280746.000000 Penalty: 5982.221680
	Iteration 110Q: 3 clusters Score -2.128075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169429 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -21280750.000000 Penalty: 5982.221680
	Iteration 111Q: 3 clusters Score -2.128075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -21280770.000000 Penalty: 5982.221680
	Iteration 112Q: 3 clusters Score -2.128077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169450 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -21280762.000000 Penalty: 5982.221680
	Iteration 113Q: 3 clusters Score -2.128076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21280754.000000 Penalty: 5982.221680
	Iteration 114Q: 3 clusters Score -2.128075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -21280736.000000 Penalty: 5982.221680
	Iteration 115Q: 3 clusters Score -2.128074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -21280732.000000 Penalty: 5982.221680
	Iteration 116Q: 3 clusters Score -2.128073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -21280736.000000 Penalty: 5982.221680
	Iteration 117Q: 3 clusters Score -2.128074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169494 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21280742.000000 Penalty: 5982.221680
	Iteration 118Q: 3 clusters Score -2.128074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -21280748.000000 Penalty: 5982.221680
	Iteration 119Q: 3 clusters Score -2.128075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -21280752.000000 Penalty: 5982.221680
	Iteration 120F: 3 clusters Score -2.128075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -21280754.000000 Penalty: 5982.221680
	Iteration 121Q: 3 clusters Score -2.128075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169522 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -21280752.000000 Penalty: 5982.221680
	Iteration 122Q: 3 clusters Score -2.128075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21280756.000000 Penalty: 5982.221680
	Iteration 123Q: 3 clusters Score -2.128076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -21280750.000000 Penalty: 5982.221680
	Iteration 124Q: 3 clusters Score -2.128075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -21280754.000000 Penalty: 5982.221680
	Iteration 125Q: 3 clusters Score -2.128075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169535 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -21280756.000000 Penalty: 5982.221680
	Iteration 126Q: 3 clusters Score -2.128076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -21280756.000000 Penalty: 5982.221680
	Iteration 127Q: 3 clusters Score -2.128076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -21280750.000000 Penalty: 5982.221680
	Iteration 128Q: 3 clusters Score -2.128075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -21280750.000000 Penalty: 5982.221680
	Iteration 129F: 3 clusters Score -2.128075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Entering Unmasked Estep 
Score: -2214227.500000 Penalty: 2430.348389
	Iteration 0F: 2 clusters Score -2214228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2201365.750000 Penalty: 4860.696777
	Iteration 0F: 3 clusters Score -2201366 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2205712.750000 Penalty: 4860.696777
	Iteration 1F: 3 clusters Score -2205713 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2206286.250000 Penalty: 4860.696777
	Iteration 2F: 3 clusters Score -2206286 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2206964.000000 Penalty: 4860.696777
	Iteration 3F: 3 clusters Score -2206964 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2207811.250000 Penalty: 4860.696777
	Iteration 4F: 3 clusters Score -2207811 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2208766.250000 Penalty: 4860.696777
	Iteration 5F: 3 clusters Score -2208766 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2209697.500000 Penalty: 4860.696777
	Iteration 6F: 3 clusters Score -2209698 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2210503.000000 Penalty: 4860.696777
	Iteration 7F: 3 clusters Score -2210503 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2211104.250000 Penalty: 4860.696777
	Iteration 8Q: 3 clusters Score -2211104 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2211464.500000 Penalty: 4860.696777
	Iteration 9Q: 3 clusters Score -2211464 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2211743.250000 Penalty: 4860.696777
	Iteration 10Q: 3 clusters Score -2211743 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2211922.000000 Penalty: 4860.696777
	Iteration 11Q: 3 clusters Score -2211922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2212030.500000 Penalty: 4860.696777
	Iteration 12Q: 3 clusters Score -2212030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2212085.500000 Penalty: 4860.696777
	Iteration 13Q: 3 clusters Score -2212086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2212122.000000 Penalty: 4860.696777
	Iteration 14Q: 3 clusters Score -2212122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2212156.750000 Penalty: 4860.696777
	Iteration 15Q: 3 clusters Score -2212157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2212180.000000 Penalty: 4860.696777
	Iteration 16Q: 3 clusters Score -2212180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2212207.750000 Penalty: 4860.696777
	Iteration 17Q: 3 clusters Score -2212208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2212210.750000 Penalty: 4860.696777
	Iteration 18Q: 3 clusters Score -2212211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2212225.500000 Penalty: 4860.696777
	Iteration 19Q: 3 clusters Score -2212226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2212238.250000 Penalty: 4860.696777
	Iteration 20F: 3 clusters Score -2212238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2212242.750000 Penalty: 4860.696777
	Iteration 21Q: 3 clusters Score -2212243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2212247.250000 Penalty: 4860.696777
	Iteration 22Q: 3 clusters Score -2212247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2212252.000000 Penalty: 4860.696777
	Iteration 23Q: 3 clusters Score -2212252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2212250.250000 Penalty: 4860.696777
	Iteration 24Q: 3 clusters Score -2212250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2212250.250000 Penalty: 4860.696777
	Iteration 25F: 3 clusters Score -2212250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Entering Unmasked Estep 
Score: -2445187.000000 Penalty: 2455.518799
	Iteration 0F: 2 clusters Score -2445187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2431212.500000 Penalty: 4911.037598
	Iteration 0F: 3 clusters Score -2431212 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2435959.750000 Penalty: 4911.037598
	Iteration 1F: 3 clusters Score -2435960 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2436415.000000 Penalty: 4911.037598
	Iteration 2F: 3 clusters Score -2436415 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2436806.250000 Penalty: 4911.037598
	Iteration 3Q: 3 clusters Score -2436806 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2437165.750000 Penalty: 4911.037598
	Iteration 4Q: 3 clusters Score -2437166 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2437529.000000 Penalty: 4911.037598
	Iteration 5Q: 3 clusters Score -2437529 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2437862.500000 Penalty: 4911.037598
	Iteration 6Q: 3 clusters Score -2437862 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2438203.500000 Penalty: 4911.037598
	Iteration 7Q: 3 clusters Score -2438204 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2438539.500000 Penalty: 4911.037598
	Iteration 8Q: 3 clusters Score -2438540 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2438892.250000 Penalty: 4911.037598
	Iteration 9Q: 3 clusters Score -2438892 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2439316.250000 Penalty: 4911.037598
	Iteration 10Q: 3 clusters Score -2439316 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2439750.000000 Penalty: 4911.037598
	Iteration 11Q: 3 clusters Score -2439750 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2440202.250000 Penalty: 4911.037598
	Iteration 12Q: 3 clusters Score -2440202 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2440734.000000 Penalty: 4911.037598
	Iteration 13Q: 3 clusters Score -2440734 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2441254.000000 Penalty: 4911.037598
	Iteration 14Q: 3 clusters Score -2441254 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2441710.500000 Penalty: 4911.037598
	Iteration 15Q: 3 clusters Score -2441710 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2442118.500000 Penalty: 4911.037598
	Iteration 16Q: 3 clusters Score -2442118 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2442375.000000 Penalty: 4911.037598
	Iteration 17Q: 3 clusters Score -2442375 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2442565.250000 Penalty: 4911.037598
	Iteration 18Q: 3 clusters Score -2442565 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2442714.750000 Penalty: 4911.037598
	Iteration 19Q: 3 clusters Score -2442715 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2442828.500000 Penalty: 4911.037598
	Iteration 20F: 3 clusters Score -2442828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2442901.000000 Penalty: 4911.037598
	Iteration 21Q: 3 clusters Score -2442901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2442960.000000 Penalty: 4911.037598
	Iteration 22Q: 3 clusters Score -2442960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2443016.500000 Penalty: 4911.037598
	Iteration 23Q: 3 clusters Score -2443016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2443044.000000 Penalty: 4911.037598
	Iteration 24Q: 3 clusters Score -2443044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2443062.000000 Penalty: 4911.037598
	Iteration 25Q: 3 clusters Score -2443062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2443083.000000 Penalty: 4911.037598
	Iteration 26Q: 3 clusters Score -2443083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2443094.500000 Penalty: 4911.037598
	Iteration 27Q: 3 clusters Score -2443094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2443099.000000 Penalty: 4911.037598
	Iteration 28Q: 3 clusters Score -2443099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2443108.250000 Penalty: 4911.037598
	Iteration 29Q: 3 clusters Score -2443108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2443111.250000 Penalty: 4911.037598
	Iteration 30Q: 3 clusters Score -2443111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2443120.750000 Penalty: 4911.037598
	Iteration 31Q: 3 clusters Score -2443121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2443119.750000 Penalty: 4911.037598
	Iteration 32Q: 3 clusters Score -2443120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2443129.750000 Penalty: 4911.037598
	Iteration 33Q: 3 clusters Score -2443130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2443133.750000 Penalty: 4911.037598
	Iteration 34Q: 3 clusters Score -2443134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2443138.750000 Penalty: 4911.037598
	Iteration 35Q: 3 clusters Score -2443139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2443140.250000 Penalty: 4911.037598
	Iteration 36Q: 3 clusters Score -2443140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2443142.000000 Penalty: 4911.037598
	Iteration 37Q: 3 clusters Score -2443142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2443142.500000 Penalty: 4911.037598
	Iteration 38Q: 3 clusters Score -2443142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2443150.500000 Penalty: 4911.037598
	Iteration 39Q: 3 clusters Score -2443150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2443152.750000 Penalty: 4911.037598
	Iteration 40F: 3 clusters Score -2443153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2443158.500000 Penalty: 4911.037598
	Iteration 41Q: 3 clusters Score -2443158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2443165.000000 Penalty: 4911.037598
	Iteration 42Q: 3 clusters Score -2443165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2443173.250000 Penalty: 4911.037598
	Iteration 43Q: 3 clusters Score -2443173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2443174.750000 Penalty: 4911.037598
	Iteration 44Q: 3 clusters Score -2443175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2443174.750000 Penalty: 4911.037598
	Iteration 45F: 3 clusters Score -2443175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Entering Unmasked Estep 
Score: -1004235.625000 Penalty: 2238.073975
	Iteration 0F: 2 clusters Score -1004236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -997696.750000 Penalty: 4476.147949
	Iteration 0F: 3 clusters Score -997696.8 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -999527.687500 Penalty: 4476.147949
	Iteration 1F: 3 clusters Score -999527.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -999865.437500 Penalty: 4476.147949
	Iteration 2F: 3 clusters Score -999865.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1000095.375000 Penalty: 4476.147949
	Iteration 3F: 3 clusters Score -1000095 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1000283.500000 Penalty: 4476.147949
	Iteration 4Q: 3 clusters Score -1000284 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1000459.937500 Penalty: 4476.147949
	Iteration 5Q: 3 clusters Score -1000460 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1000634.812500 Penalty: 4476.147949
	Iteration 6Q: 3 clusters Score -1000635 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1000834.062500 Penalty: 4476.147949
	Iteration 7Q: 3 clusters Score -1000834 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1001074.250000 Penalty: 4476.147949
	Iteration 8Q: 3 clusters Score -1001074 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1001378.375000 Penalty: 4476.147949
	Iteration 9Q: 3 clusters Score -1001378 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1001719.437500 Penalty: 4476.147949
	Iteration 10Q: 3 clusters Score -1001719 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1002051.500000 Penalty: 4476.147949
	Iteration 11Q: 3 clusters Score -1002052 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1002322.625000 Penalty: 4476.147949
	Iteration 12Q: 3 clusters Score -1002323 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1002553.687500 Penalty: 4476.147949
	Iteration 13Q: 3 clusters Score -1002554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1002723.250000 Penalty: 4476.147949
	Iteration 14Q: 3 clusters Score -1002723 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1002828.062500 Penalty: 4476.147949
	Iteration 15Q: 3 clusters Score -1002828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1002907.812500 Penalty: 4476.147949
	Iteration 16Q: 3 clusters Score -1002908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1002953.000000 Penalty: 4476.147949
	Iteration 17Q: 3 clusters Score -1002953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1002993.812500 Penalty: 4476.147949
	Iteration 18Q: 3 clusters Score -1002994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1003020.812500 Penalty: 4476.147949
	Iteration 19Q: 3 clusters Score -1003021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1003035.687500 Penalty: 4476.147949
	Iteration 20F: 3 clusters Score -1003036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1003048.625000 Penalty: 4476.147949
	Iteration 21Q: 3 clusters Score -1003049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1003053.937500 Penalty: 4476.147949
	Iteration 22Q: 3 clusters Score -1003054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1003062.312500 Penalty: 4476.147949
	Iteration 23Q: 3 clusters Score -1003062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1003065.875000 Penalty: 4476.147949
	Iteration 24Q: 3 clusters Score -1003066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1003070.062500 Penalty: 4476.147949
	Iteration 25Q: 3 clusters Score -1003070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1003071.437500 Penalty: 4476.147949
	Iteration 26Q: 3 clusters Score -1003071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1003074.687500 Penalty: 4476.147949
	Iteration 27Q: 3 clusters Score -1003075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1003074.437500 Penalty: 4476.147949
	Iteration 28Q: 3 clusters Score -1003074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1003071.937500 Penalty: 4476.147949
	Iteration 29Q: 3 clusters Score -1003072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1003072.500000 Penalty: 4476.147949
	Iteration 30Q: 3 clusters Score -1003072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1003073.062500 Penalty: 4476.147949
	Iteration 31Q: 3 clusters Score -1003073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1003073.062500 Penalty: 4476.147949
	Iteration 32F: 3 clusters Score -1003073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -308849.156250 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -308849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -305894.406250 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -305894.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -306555.250000 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -306555.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -306735.937500 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -306735.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -306843.281250 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -306843.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -306906.000000 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -306906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306946.531250 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -306946.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306980.312500 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -306980.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307010.125000 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -307010.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -307030.375000 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -307030.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -307046.343750 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -307046.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -307061.906250 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -307061.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -307072.000000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -307072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -307082.218750 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -307082.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -307090.031250 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -307090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -307099.000000 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -307099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -307102.687500 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -307102.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -307110.156250 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -307110.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -307118.250000 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -307118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -307129.937500 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -307129.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -307144.468750 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -307144.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -307153.531250 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -307153.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -307158.843750 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -307158.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -307164.781250 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -307164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -307169.875000 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -307169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -307173.218750 Penalty: 3916.136230
	Iteration 24Q: 3 clusters Score -307173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -307181.218750 Penalty: 3916.136230
	Iteration 25Q: 3 clusters Score -307181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -307193.125000 Penalty: 3916.136230
	Iteration 26Q: 3 clusters Score -307193.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -307213.531250 Penalty: 3916.136230
	Iteration 27Q: 3 clusters Score -307213.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -307233.687500 Penalty: 3916.136230
	Iteration 28Q: 3 clusters Score -307233.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -307249.843750 Penalty: 3916.136230
	Iteration 29Q: 3 clusters Score -307249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -307261.218750 Penalty: 3916.136230
	Iteration 30Q: 3 clusters Score -307261.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -307275.062500 Penalty: 3916.136230
	Iteration 31Q: 3 clusters Score -307275.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -307288.437500 Penalty: 3916.136230
	Iteration 32Q: 3 clusters Score -307288.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -307297.968750 Penalty: 3916.136230
	Iteration 33Q: 3 clusters Score -307298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -307304.687500 Penalty: 3916.136230
	Iteration 34Q: 3 clusters Score -307304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -307306.187500 Penalty: 3916.136230
	Iteration 35Q: 3 clusters Score -307306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -307306.343750 Penalty: 3916.136230
	Iteration 36Q: 3 clusters Score -307306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -307307.718750 Penalty: 3916.136230
	Iteration 37Q: 3 clusters Score -307307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -307308.125000 Penalty: 3916.136230
	Iteration 38Q: 3 clusters Score -307308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -307308.343750 Penalty: 3916.136230
	Iteration 39Q: 3 clusters Score -307308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -307308.343750 Penalty: 3916.136230
	Iteration 40F: 3 clusters Score -307308.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -38838.132812 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -38838.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37468.414062 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -37468.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37653.117188 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -37653.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37793.589844 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -37793.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37978.054688 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -37978.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38168.597656 Penalty: 2955.378662
	Iteration 4F: 3 clusters Score -38168.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38352.601562 Penalty: 2955.378662
	Iteration 5F: 3 clusters Score -38352.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38555.519531 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -38555.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38849.851562 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -38849.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38940.761719 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -38940.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38987.011719 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -38987.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38997.558594 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -38997.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38997.558594 Penalty: 2955.378662
	Iteration 11F: 3 clusters Score -38997.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 171939 members 
Mstep: Class 4 contains 17651 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26154 members 
Mstep: Class 10 contains 184269 members 
Mstep: Class 11 contains 21914 members 
Mstep: Class 12 contains 27924 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 37260 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 20901 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174354 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172980 members 
Mstep: Class 22 contains 18030 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8304 members 
Mstep: Class 25 contains 2685 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 225 members 
Entering Unmasked Estep 
Score: -124227112.000000 Penalty: 92743.140625
Splitting cluster 26 changes total score from -124228968.000000 to -124227112.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 171939 members 
Mstep: Class 4 contains 17651 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26154 members 
Mstep: Class 10 contains 184269 members 
Mstep: Class 11 contains 21914 members 
Mstep: Class 12 contains 27924 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 37260 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 20901 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174354 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 172980 members 
Mstep: Class 22 contains 18030 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8304 members 
Mstep: Class 25 contains 2685 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228880.000000 Penalty: 89308.210938
Iteration 119Q: 27 clusters Score -1.242289e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 171943 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 9942 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26146 members 
Mstep: Class 10 contains 184219 members 
Mstep: Class 11 contains 21916 members 
Mstep: Class 12 contains 27921 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 37259 members 
Mstep: Class 16 contains 6741 members 
Mstep: Class 17 contains 20871 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174349 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173028 members 
Mstep: Class 22 contains 18021 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8394 members 
Mstep: Class 25 contains 2684 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229136.000000 Penalty: 89308.210938
Iteration 120F: 27 clusters Score -1.242291e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171941 members 
Mstep: Class 4 contains 17600 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26136 members 
Mstep: Class 10 contains 184179 members 
Mstep: Class 11 contains 21916 members 
Mstep: Class 12 contains 27916 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 37257 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 20836 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 174345 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173069 members 
Mstep: Class 22 contains 18010 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8488 members 
Mstep: Class 25 contains 2685 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229160.000000 Penalty: 89308.210938
Iteration 121Q: 27 clusters Score -1.242292e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 171937 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56011 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26121 members 
Mstep: Class 10 contains 184134 members 
Mstep: Class 11 contains 21915 members 
Mstep: Class 12 contains 27908 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 30992 members 
Mstep: Class 15 contains 37251 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 20804 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 174345 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173109 members 
Mstep: Class 22 contains 17990 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 2687 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229136.000000 Penalty: 89308.210938
Iteration 122Q: 27 clusters Score -1.242291e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171941 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56011 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26114 members 
Mstep: Class 10 contains 184112 members 
Mstep: Class 11 contains 21918 members 
Mstep: Class 12 contains 27907 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 30992 members 
Mstep: Class 15 contains 37242 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 20779 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174325 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173136 members 
Mstep: Class 22 contains 17971 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 8645 members 
Mstep: Class 25 contains 2687 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229208.000000 Penalty: 89308.210938
Iteration 123Q: 27 clusters Score -1.242292e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 171954 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26107 members 
Mstep: Class 10 contains 184095 members 
Mstep: Class 11 contains 21917 members 
Mstep: Class 12 contains 27898 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 30988 members 
Mstep: Class 15 contains 37234 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 20749 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 174310 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173160 members 
Mstep: Class 22 contains 17956 members 
Mstep: Class 23 contains 19957 members 
Mstep: Class 24 contains 8703 members 
Mstep: Class 25 contains 2687 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229264.000000 Penalty: 89308.210938
Iteration 124Q: 27 clusters Score -1.242293e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 171958 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26094 members 
Mstep: Class 10 contains 184071 members 
Mstep: Class 11 contains 21914 members 
Mstep: Class 12 contains 27895 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 30985 members 
Mstep: Class 15 contains 37222 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 20726 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 174297 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173190 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 2688 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229152.000000 Penalty: 89308.210938
Iteration 125Q: 27 clusters Score -1.242292e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 171965 members 
Mstep: Class 4 contains 17623 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56006 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26084 members 
Mstep: Class 10 contains 184058 members 
Mstep: Class 11 contains 21912 members 
Mstep: Class 12 contains 27890 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 30984 members 
Mstep: Class 15 contains 37214 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 20697 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 174274 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173213 members 
Mstep: Class 22 contains 17938 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 8819 members 
Mstep: Class 25 contains 2690 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229312.000000 Penalty: 89308.210938
Iteration 126Q: 27 clusters Score -1.242293e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4906 members 
Mstep: Class 3 contains 171966 members 
Mstep: Class 4 contains 17627 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56004 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 26067 members 
Mstep: Class 10 contains 184036 members 
Mstep: Class 11 contains 21908 members 
Mstep: Class 12 contains 27885 members 
Mstep: Class 13 contains 6471 members 
Mstep: Class 14 contains 30982 members 
Mstep: Class 15 contains 37210 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 20661 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 174257 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173244 members 
Mstep: Class 22 contains 17927 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 8890 members 
Mstep: Class 25 contains 2690 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229160.000000 Penalty: 89308.210938
Iteration 127Q: 27 clusters Score -1.242292e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 171978 members 
Mstep: Class 4 contains 17603 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56000 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 26063 members 
Mstep: Class 10 contains 184021 members 
Mstep: Class 11 contains 21903 members 
Mstep: Class 12 contains 27884 members 
Mstep: Class 13 contains 6473 members 
Mstep: Class 14 contains 30981 members 
Mstep: Class 15 contains 37203 members 
Mstep: Class 16 contains 6775 members 
Mstep: Class 17 contains 20618 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 174244 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173275 members 
Mstep: Class 22 contains 17910 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 8967 members 
Mstep: Class 25 contains 2690 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229128.000000 Penalty: 89308.210938
Iteration 128Q: 27 clusters Score -1.242291e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 171990 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 55999 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 26048 members 
Mstep: Class 10 contains 184013 members 
Mstep: Class 11 contains 21904 members 
Mstep: Class 12 contains 27888 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 30978 members 
Mstep: Class 15 contains 37198 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 20573 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 174221 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173295 members 
Mstep: Class 22 contains 17901 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 9035 members 
Mstep: Class 25 contains 2690 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229144.000000 Penalty: 89308.210938
Iteration 129Q: 27 clusters Score -1.242291e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 172006 members 
Mstep: Class 4 contains 17604 members 
Mstep: Class 5 contains 9934 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 55999 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 26043 members 
Mstep: Class 10 contains 184007 members 
Mstep: Class 11 contains 21905 members 
Mstep: Class 12 contains 27889 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 30978 members 
Mstep: Class 15 contains 37190 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 20507 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 174197 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173298 members 
Mstep: Class 22 contains 17892 members 
Mstep: Class 23 contains 19959 members 
Mstep: Class 24 contains 9106 members 
Mstep: Class 25 contains 2690 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229192.000000 Penalty: 89308.210938
Iteration 130Q: 27 clusters Score -1.242292e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 172018 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56001 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 26031 members 
Mstep: Class 10 contains 183993 members 
Mstep: Class 11 contains 21911 members 
Mstep: Class 12 contains 27892 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 30976 members 
Mstep: Class 15 contains 37191 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 20438 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 174180 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173301 members 
Mstep: Class 22 contains 17878 members 
Mstep: Class 23 contains 19959 members 
Mstep: Class 24 contains 9177 members 
Mstep: Class 25 contains 2691 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229224.000000 Penalty: 89308.210938
Iteration 131Q: 27 clusters Score -1.242292e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 172021 members 
Mstep: Class 4 contains 17648 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56003 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 26022 members 
Mstep: Class 10 contains 183984 members 
Mstep: Class 11 contains 21920 members 
Mstep: Class 12 contains 27895 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30971 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 6804 members 
Mstep: Class 17 contains 20350 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 174155 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173308 members 
Mstep: Class 22 contains 17869 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 9252 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229464.000000 Penalty: 89308.210938
Iteration 132Q: 27 clusters Score -1.242295e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 172013 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56001 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 26006 members 
Mstep: Class 10 contains 183974 members 
Mstep: Class 11 contains 21929 members 
Mstep: Class 12 contains 27900 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 30970 members 
Mstep: Class 15 contains 37176 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 20277 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 174120 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173316 members 
Mstep: Class 22 contains 17853 members 
Mstep: Class 23 contains 19960 members 
Mstep: Class 24 contains 9325 members 
Mstep: Class 25 contains 2697 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229320.000000 Penalty: 89308.210938
Iteration 133Q: 27 clusters Score -1.242293e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 172004 members 
Mstep: Class 4 contains 17756 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56005 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25993 members 
Mstep: Class 10 contains 183949 members 
Mstep: Class 11 contains 21927 members 
Mstep: Class 12 contains 27899 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 30964 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 174099 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173324 members 
Mstep: Class 22 contains 17839 members 
Mstep: Class 23 contains 19961 members 
Mstep: Class 24 contains 9400 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229408.000000 Penalty: 89308.210938
Iteration 134Q: 27 clusters Score -1.242294e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 171995 members 
Mstep: Class 4 contains 17796 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56002 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25977 members 
Mstep: Class 10 contains 183942 members 
Mstep: Class 11 contains 21927 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 30958 members 
Mstep: Class 15 contains 37168 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 20147 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 174075 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173332 members 
Mstep: Class 22 contains 17826 members 
Mstep: Class 23 contains 19965 members 
Mstep: Class 24 contains 9464 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229376.000000 Penalty: 89308.210938
Iteration 135Q: 27 clusters Score -1.242294e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 171991 members 
Mstep: Class 4 contains 17838 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 56001 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25970 members 
Mstep: Class 10 contains 183926 members 
Mstep: Class 11 contains 21927 members 
Mstep: Class 12 contains 27911 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 30951 members 
Mstep: Class 15 contains 37155 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 20062 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 174056 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173357 members 
Mstep: Class 22 contains 17807 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229464.000000 Penalty: 89308.210938
Iteration 136Q: 27 clusters Score -1.242295e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 171986 members 
Mstep: Class 4 contains 17868 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 55998 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25964 members 
Mstep: Class 10 contains 183928 members 
Mstep: Class 11 contains 21926 members 
Mstep: Class 12 contains 27918 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 30948 members 
Mstep: Class 15 contains 37153 members 
Mstep: Class 16 contains 6885 members 
Mstep: Class 17 contains 19989 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 174039 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173357 members 
Mstep: Class 22 contains 17788 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 9567 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229816.000000 Penalty: 89308.210938
Iteration 137Q: 27 clusters Score -1.242298e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4912 members 
Mstep: Class 3 contains 171974 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 55998 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25950 members 
Mstep: Class 10 contains 183917 members 
Mstep: Class 11 contains 21922 members 
Mstep: Class 12 contains 27926 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 30942 members 
Mstep: Class 15 contains 37153 members 
Mstep: Class 16 contains 6897 members 
Mstep: Class 17 contains 19931 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 174020 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173372 members 
Mstep: Class 22 contains 17764 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 9635 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229840.000000 Penalty: 89308.210938
Iteration 138Q: 27 clusters Score -1.242298e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4914 members 
Mstep: Class 3 contains 171981 members 
Mstep: Class 4 contains 17945 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 55996 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25947 members 
Mstep: Class 10 contains 183896 members 
Mstep: Class 11 contains 21918 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 30938 members 
Mstep: Class 15 contains 37159 members 
Mstep: Class 16 contains 6911 members 
Mstep: Class 17 contains 19861 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 174009 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173377 members 
Mstep: Class 22 contains 17746 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 9701 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229712.000000 Penalty: 89308.210938
Iteration 139Q: 27 clusters Score -1.242297e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 171989 members 
Mstep: Class 4 contains 17979 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 55993 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25944 members 
Mstep: Class 10 contains 183868 members 
Mstep: Class 11 contains 21910 members 
Mstep: Class 12 contains 27923 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 30933 members 
Mstep: Class 15 contains 37158 members 
Mstep: Class 16 contains 6925 members 
Mstep: Class 17 contains 19802 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 174001 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173384 members 
Mstep: Class 22 contains 17719 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 9776 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229912.000000 Penalty: 89308.210938
Iteration 140F: 27 clusters Score -1.242299e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 171994 members 
Mstep: Class 4 contains 18022 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 55990 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25938 members 
Mstep: Class 10 contains 183845 members 
Mstep: Class 11 contains 21903 members 
Mstep: Class 12 contains 27924 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 30929 members 
Mstep: Class 15 contains 37145 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 173980 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173401 members 
Mstep: Class 22 contains 17701 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 9836 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230024.000000 Penalty: 89308.210938
Iteration 141Q: 27 clusters Score -1.2423e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 171997 members 
Mstep: Class 4 contains 18046 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 55990 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25922 members 
Mstep: Class 10 contains 183837 members 
Mstep: Class 11 contains 21899 members 
Mstep: Class 12 contains 27929 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 30917 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 19702 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 173967 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173418 members 
Mstep: Class 22 contains 17676 members 
Mstep: Class 23 contains 19975 members 
Mstep: Class 24 contains 9893 members 
Mstep: Class 25 contains 2710 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230192.000000 Penalty: 89308.210938
Iteration 142Q: 27 clusters Score -1.242302e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 171999 members 
Mstep: Class 4 contains 18088 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 55991 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25917 members 
Mstep: Class 10 contains 183798 members 
Mstep: Class 11 contains 21898 members 
Mstep: Class 12 contains 27936 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 30910 members 
Mstep: Class 15 contains 37126 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 19672 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 173954 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173432 members 
Mstep: Class 22 contains 17645 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 9955 members 
Mstep: Class 25 contains 2714 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230160.000000 Penalty: 89308.210938
Iteration 143Q: 27 clusters Score -1.242302e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 171998 members 
Mstep: Class 4 contains 18120 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 55992 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25914 members 
Mstep: Class 10 contains 183776 members 
Mstep: Class 11 contains 21907 members 
Mstep: Class 12 contains 27939 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 30908 members 
Mstep: Class 15 contains 37114 members 
Mstep: Class 16 contains 6935 members 
Mstep: Class 17 contains 19631 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 173938 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173437 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 2717 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230192.000000 Penalty: 89308.210938
Iteration 144Q: 27 clusters Score -1.242302e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 172000 members 
Mstep: Class 4 contains 18148 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 55993 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 183747 members 
Mstep: Class 11 contains 21910 members 
Mstep: Class 12 contains 27944 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 30912 members 
Mstep: Class 15 contains 37106 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 19607 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 173923 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 173438 members 
Mstep: Class 22 contains 17577 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230248.000000 Penalty: 89308.210938
Iteration 145Q: 27 clusters Score -1.242302e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 172004 members 
Mstep: Class 4 contains 18158 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 55994 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25886 members 
Mstep: Class 10 contains 183706 members 
Mstep: Class 11 contains 21912 members 
Mstep: Class 12 contains 27950 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 37097 members 
Mstep: Class 16 contains 6961 members 
Mstep: Class 17 contains 19580 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 173909 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173457 members 
Mstep: Class 22 contains 17551 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10174 members 
Mstep: Class 25 contains 2718 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230344.000000 Penalty: 89308.210938
Iteration 146Q: 27 clusters Score -1.242303e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 172013 members 
Mstep: Class 4 contains 18167 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 55993 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25880 members 
Mstep: Class 10 contains 183675 members 
Mstep: Class 11 contains 21908 members 
Mstep: Class 12 contains 27959 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 37078 members 
Mstep: Class 16 contains 6966 members 
Mstep: Class 17 contains 19562 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 173889 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173462 members 
Mstep: Class 22 contains 17527 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10247 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230392.000000 Penalty: 89308.210938
Iteration 147Q: 27 clusters Score -1.242304e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 172019 members 
Mstep: Class 4 contains 18176 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 55994 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25876 members 
Mstep: Class 10 contains 183643 members 
Mstep: Class 11 contains 21901 members 
Mstep: Class 12 contains 27966 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 30896 members 
Mstep: Class 15 contains 37072 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 19528 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 173882 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173472 members 
Mstep: Class 22 contains 17509 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10321 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230280.000000 Penalty: 89308.210938
Iteration 148Q: 27 clusters Score -1.242303e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 172014 members 
Mstep: Class 4 contains 18197 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 55992 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25870 members 
Mstep: Class 10 contains 183621 members 
Mstep: Class 11 contains 21888 members 
Mstep: Class 12 contains 27975 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 30891 members 
Mstep: Class 15 contains 37060 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 19494 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 173869 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173481 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 19975 members 
Mstep: Class 24 contains 10398 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230312.000000 Penalty: 89308.210938
Iteration 149Q: 27 clusters Score -1.242303e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 172005 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 55994 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25865 members 
Mstep: Class 10 contains 183590 members 
Mstep: Class 11 contains 21885 members 
Mstep: Class 12 contains 27984 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 30886 members 
Mstep: Class 15 contains 37046 members 
Mstep: Class 16 contains 6996 members 
Mstep: Class 17 contains 19465 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 173859 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173504 members 
Mstep: Class 22 contains 17474 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10466 members 
Mstep: Class 25 contains 2727 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230552.000000 Penalty: 89308.210938
Iteration 150Q: 27 clusters Score -1.242306e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 172015 members 
Mstep: Class 4 contains 18245 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 55991 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25858 members 
Mstep: Class 10 contains 183561 members 
Mstep: Class 11 contains 21879 members 
Mstep: Class 12 contains 27993 members 
Mstep: Class 13 contains 6518 members 
Mstep: Class 14 contains 30880 members 
Mstep: Class 15 contains 37038 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 19419 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 173867 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173498 members 
Mstep: Class 22 contains 17444 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10538 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230496.000000 Penalty: 89308.210938
Iteration 151Q: 27 clusters Score -1.242305e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 3 contains 172037 members 
Mstep: Class 4 contains 18248 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 55996 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25837 members 
Mstep: Class 10 contains 183544 members 
Mstep: Class 11 contains 21867 members 
Mstep: Class 12 contains 28005 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 30880 members 
Mstep: Class 15 contains 37031 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 19360 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 173877 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173503 members 
Mstep: Class 22 contains 17428 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10604 members 
Mstep: Class 25 contains 2725 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230496.000000 Penalty: 89308.210938
Iteration 152Q: 27 clusters Score -1.242305e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4932 members 
Mstep: Class 3 contains 172051 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 56001 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25818 members 
Mstep: Class 10 contains 183510 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 28021 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 30871 members 
Mstep: Class 15 contains 37012 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 19319 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 173899 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173509 members 
Mstep: Class 22 contains 17417 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 10664 members 
Mstep: Class 25 contains 2727 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230504.000000 Penalty: 89308.210938
Iteration 153Q: 27 clusters Score -1.242305e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 172050 members 
Mstep: Class 4 contains 18242 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56004 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25800 members 
Mstep: Class 10 contains 183489 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 28038 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 30868 members 
Mstep: Class 15 contains 37000 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 19290 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 173917 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173514 members 
Mstep: Class 22 contains 17397 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 10716 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230488.000000 Penalty: 89308.210938
Iteration 154Q: 27 clusters Score -1.242305e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 172048 members 
Mstep: Class 4 contains 18226 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25787 members 
Mstep: Class 10 contains 183477 members 
Mstep: Class 11 contains 21843 members 
Mstep: Class 12 contains 28050 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 30871 members 
Mstep: Class 15 contains 36990 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 19254 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 173909 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173525 members 
Mstep: Class 22 contains 17390 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 10794 members 
Mstep: Class 25 contains 2729 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230392.000000 Penalty: 89308.210938
Iteration 155Q: 27 clusters Score -1.242304e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 172035 members 
Mstep: Class 4 contains 18213 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25778 members 
Mstep: Class 10 contains 183456 members 
Mstep: Class 11 contains 21825 members 
Mstep: Class 12 contains 28060 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 30866 members 
Mstep: Class 15 contains 36981 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 19226 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173915 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173535 members 
Mstep: Class 22 contains 17381 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 10865 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230424.000000 Penalty: 89308.210938
Iteration 156Q: 27 clusters Score -1.242304e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 3 contains 172025 members 
Mstep: Class 4 contains 18182 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56018 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25765 members 
Mstep: Class 10 contains 183434 members 
Mstep: Class 11 contains 21817 members 
Mstep: Class 12 contains 28068 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 30860 members 
Mstep: Class 15 contains 36966 members 
Mstep: Class 16 contains 7068 members 
Mstep: Class 17 contains 19210 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173920 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173553 members 
Mstep: Class 22 contains 17363 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 10945 members 
Mstep: Class 25 contains 2731 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230440.000000 Penalty: 89308.210938
Iteration 157Q: 27 clusters Score -1.242304e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 172007 members 
Mstep: Class 4 contains 18158 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56018 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25759 members 
Mstep: Class 10 contains 183426 members 
Mstep: Class 11 contains 21806 members 
Mstep: Class 12 contains 28085 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 30860 members 
Mstep: Class 15 contains 36958 members 
Mstep: Class 16 contains 7085 members 
Mstep: Class 17 contains 19193 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 173911 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173559 members 
Mstep: Class 22 contains 17349 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230440.000000 Penalty: 89308.210938
Iteration 158Q: 27 clusters Score -1.242304e+08 nChanged 455
Entering ConstructFrom: 
Score: -124230440.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (6327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Entering Unmasked Estep 
Score: -751699.812500 Penalty: 2170.640137
	Iteration 0F: 2 clusters Score -751699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -746324.187500 Penalty: 4341.280273
	Iteration 0F: 3 clusters Score -746324.2 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -747662.250000 Penalty: 4341.280273
	Iteration 1F: 3 clusters Score -747662.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -747912.875000 Penalty: 4341.280273
	Iteration 2F: 3 clusters Score -747912.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -748056.625000 Penalty: 4341.280273
	Iteration 3Q: 3 clusters Score -748056.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -748168.437500 Penalty: 4341.280273
	Iteration 4Q: 3 clusters Score -748168.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -748250.687500 Penalty: 4341.280273
	Iteration 5Q: 3 clusters Score -748250.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -748329.687500 Penalty: 4341.280273
	Iteration 6Q: 3 clusters Score -748329.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -748408.625000 Penalty: 4341.280273
	Iteration 7Q: 3 clusters Score -748408.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -748467.437500 Penalty: 4341.280273
	Iteration 8Q: 3 clusters Score -748467.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -748520.625000 Penalty: 4341.280273
	Iteration 9Q: 3 clusters Score -748520.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -748574.562500 Penalty: 4341.280273
	Iteration 10Q: 3 clusters Score -748574.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -748638.187500 Penalty: 4341.280273
	Iteration 11Q: 3 clusters Score -748638.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -748706.875000 Penalty: 4341.280273
	Iteration 12Q: 3 clusters Score -748706.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -748786.250000 Penalty: 4341.280273
	Iteration 13Q: 3 clusters Score -748786.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -748882.125000 Penalty: 4341.280273
	Iteration 14Q: 3 clusters Score -748882.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -749000.000000 Penalty: 4341.280273
	Iteration 15Q: 3 clusters Score -749000 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -749126.000000 Penalty: 4341.280273
	Iteration 16Q: 3 clusters Score -749126 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -749243.062500 Penalty: 4341.280273
	Iteration 17Q: 3 clusters Score -749243.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -749333.562500 Penalty: 4341.280273
	Iteration 18Q: 3 clusters Score -749333.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -749413.187500 Penalty: 4341.280273
	Iteration 19Q: 3 clusters Score -749413.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -749499.687500 Penalty: 4341.280273
	Iteration 20F: 3 clusters Score -749499.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -749566.875000 Penalty: 4341.280273
	Iteration 21Q: 3 clusters Score -749566.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -749630.562500 Penalty: 4341.280273
	Iteration 22Q: 3 clusters Score -749630.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -749712.125000 Penalty: 4341.280273
	Iteration 23Q: 3 clusters Score -749712.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -749793.062500 Penalty: 4341.280273
	Iteration 24Q: 3 clusters Score -749793.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -749892.437500 Penalty: 4341.280273
	Iteration 25Q: 3 clusters Score -749892.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -749986.937500 Penalty: 4341.280273
	Iteration 26Q: 3 clusters Score -749986.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -750090.375000 Penalty: 4341.280273
	Iteration 27Q: 3 clusters Score -750090.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -750192.312500 Penalty: 4341.280273
	Iteration 28Q: 3 clusters Score -750192.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -750258.500000 Penalty: 4341.280273
	Iteration 29Q: 3 clusters Score -750258.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -750315.125000 Penalty: 4341.280273
	Iteration 30Q: 3 clusters Score -750315.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -750374.437500 Penalty: 4341.280273
	Iteration 31Q: 3 clusters Score -750374.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -750421.562500 Penalty: 4341.280273
	Iteration 32Q: 3 clusters Score -750421.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -750455.062500 Penalty: 4341.280273
	Iteration 33Q: 3 clusters Score -750455.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -750475.625000 Penalty: 4341.280273
	Iteration 34Q: 3 clusters Score -750475.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -750483.875000 Penalty: 4341.280273
	Iteration 35Q: 3 clusters Score -750483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -750489.062500 Penalty: 4341.280273
	Iteration 36Q: 3 clusters Score -750489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -750494.625000 Penalty: 4341.280273
	Iteration 37Q: 3 clusters Score -750494.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -750496.875000 Penalty: 4341.280273
	Iteration 38Q: 3 clusters Score -750496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -750498.437500 Penalty: 4341.280273
	Iteration 39Q: 3 clusters Score -750498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -750502.812500 Penalty: 4341.280273
	Iteration 40F: 3 clusters Score -750502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -750502.312500 Penalty: 4341.280273
	Iteration 41Q: 3 clusters Score -750502.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -750502.312500 Penalty: 4341.280273
	Iteration 42F: 3 clusters Score -750502.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Entering Unmasked Estep 
Score: -598741.937500 Penalty: 2109.069092
	Iteration 0F: 2 clusters Score -598741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -594266.750000 Penalty: 4218.138184
	Iteration 0F: 3 clusters Score -594266.8 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -595354.562500 Penalty: 4218.138184
	Iteration 1F: 3 clusters Score -595354.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -595581.250000 Penalty: 4218.138184
	Iteration 2F: 3 clusters Score -595581.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -595740.562500 Penalty: 4218.138184
	Iteration 3F: 3 clusters Score -595740.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -595856.687500 Penalty: 4218.138184
	Iteration 4Q: 3 clusters Score -595856.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -595940.187500 Penalty: 4218.138184
	Iteration 5Q: 3 clusters Score -595940.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -596007.937500 Penalty: 4218.138184
	Iteration 6Q: 3 clusters Score -596007.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -596065.562500 Penalty: 4218.138184
	Iteration 7Q: 3 clusters Score -596065.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -596120.125000 Penalty: 4218.138184
	Iteration 8Q: 3 clusters Score -596120.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -596157.937500 Penalty: 4218.138184
	Iteration 9Q: 3 clusters Score -596157.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -596196.312500 Penalty: 4218.138184
	Iteration 10Q: 3 clusters Score -596196.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -596239.687500 Penalty: 4218.138184
	Iteration 11Q: 3 clusters Score -596239.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -596285.812500 Penalty: 4218.138184
	Iteration 12Q: 3 clusters Score -596285.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -596321.187500 Penalty: 4218.138184
	Iteration 13Q: 3 clusters Score -596321.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -596352.687500 Penalty: 4218.138184
	Iteration 14Q: 3 clusters Score -596352.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -596385.375000 Penalty: 4218.138184
	Iteration 15Q: 3 clusters Score -596385.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -596410.437500 Penalty: 4218.138184
	Iteration 16Q: 3 clusters Score -596410.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -596437.375000 Penalty: 4218.138184
	Iteration 17Q: 3 clusters Score -596437.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -596457.375000 Penalty: 4218.138184
	Iteration 18Q: 3 clusters Score -596457.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -596468.937500 Penalty: 4218.138184
	Iteration 19Q: 3 clusters Score -596468.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -596482.000000 Penalty: 4218.138184
	Iteration 20F: 3 clusters Score -596482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -596503.500000 Penalty: 4218.138184
	Iteration 21Q: 3 clusters Score -596503.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -596520.937500 Penalty: 4218.138184
	Iteration 22Q: 3 clusters Score -596520.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -596537.062500 Penalty: 4218.138184
	Iteration 23Q: 3 clusters Score -596537.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -596557.375000 Penalty: 4218.138184
	Iteration 24Q: 3 clusters Score -596557.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -596572.875000 Penalty: 4218.138184
	Iteration 25Q: 3 clusters Score -596572.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -596582.437500 Penalty: 4218.138184
	Iteration 26Q: 3 clusters Score -596582.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -596598.062500 Penalty: 4218.138184
	Iteration 27Q: 3 clusters Score -596598.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -596613.312500 Penalty: 4218.138184
	Iteration 28Q: 3 clusters Score -596613.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -596629.500000 Penalty: 4218.138184
	Iteration 29Q: 3 clusters Score -596629.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -596641.250000 Penalty: 4218.138184
	Iteration 30Q: 3 clusters Score -596641.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -596660.375000 Penalty: 4218.138184
	Iteration 31Q: 3 clusters Score -596660.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -596675.812500 Penalty: 4218.138184
	Iteration 32Q: 3 clusters Score -596675.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -596692.000000 Penalty: 4218.138184
	Iteration 33Q: 3 clusters Score -596692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -596707.562500 Penalty: 4218.138184
	Iteration 34Q: 3 clusters Score -596707.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -596721.187500 Penalty: 4218.138184
	Iteration 35Q: 3 clusters Score -596721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -596727.812500 Penalty: 4218.138184
	Iteration 36Q: 3 clusters Score -596727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -596737.250000 Penalty: 4218.138184
	Iteration 37Q: 3 clusters Score -596737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -596741.812500 Penalty: 4218.138184
	Iteration 38Q: 3 clusters Score -596741.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -596747.312500 Penalty: 4218.138184
	Iteration 39Q: 3 clusters Score -596747.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -596751.500000 Penalty: 4218.138184
	Iteration 40F: 3 clusters Score -596751.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -596762.687500 Penalty: 4218.138184
	Iteration 41Q: 3 clusters Score -596762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -596767.687500 Penalty: 4218.138184
	Iteration 42Q: 3 clusters Score -596767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -596775.437500 Penalty: 4218.138184
	Iteration 43Q: 3 clusters Score -596775.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -596786.562500 Penalty: 4218.138184
	Iteration 44Q: 3 clusters Score -596786.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -596794.625000 Penalty: 4218.138184
	Iteration 45Q: 3 clusters Score -596794.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -596803.437500 Penalty: 4218.138184
	Iteration 46Q: 3 clusters Score -596803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -596806.625000 Penalty: 4218.138184
	Iteration 47Q: 3 clusters Score -596806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -596808.187500 Penalty: 4218.138184
	Iteration 48Q: 3 clusters Score -596808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -596809.250000 Penalty: 4218.138184
	Iteration 49Q: 3 clusters Score -596809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -596809.625000 Penalty: 4218.138184
	Iteration 50Q: 3 clusters Score -596809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -596809.625000 Penalty: 4218.138184
	Iteration 51F: 3 clusters Score -596809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Entering Unmasked Estep 
Score: -20939788.000000 Penalty: 2989.694824
	Iteration 0F: 2 clusters Score -2.093979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -20826336.000000 Penalty: 5979.389648
	Iteration 0F: 3 clusters Score -2.082634e+07 nChanged 82420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -20875050.000000 Penalty: 5979.389648
	Iteration 1F: 3 clusters Score -2.087505e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -20876678.000000 Penalty: 5979.389648
	Iteration 2Q: 3 clusters Score -2.087668e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -20878514.000000 Penalty: 5979.389648
	Iteration 3Q: 3 clusters Score -2.087851e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -20880896.000000 Penalty: 5979.389648
	Iteration 4Q: 3 clusters Score -2.08809e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -20884158.000000 Penalty: 5979.389648
	Iteration 5Q: 3 clusters Score -2.088416e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -20888520.000000 Penalty: 5979.389648
	Iteration 6F: 3 clusters Score -2.088852e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 112608 members 
Entering Unmasked Estep 
Score: -20894550.000000 Penalty: 5979.389648
	Iteration 7F: 3 clusters Score -2.089455e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 122961 members 
Entering Unmasked Estep 
Score: -20902126.000000 Penalty: 5979.389648
	Iteration 8F: 3 clusters Score -2.090213e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -20910638.000000 Penalty: 5979.389648
	Iteration 9F: 3 clusters Score -2.091064e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 145456 members 
Entering Unmasked Estep 
Score: -20919438.000000 Penalty: 5979.389648
	Iteration 10F: 3 clusters Score -2.091944e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 154819 members 
Entering Unmasked Estep 
Score: -20926748.000000 Penalty: 5979.389648
	Iteration 11F: 3 clusters Score -2.092675e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 161553 members 
Entering Unmasked Estep 
Score: -20931668.000000 Penalty: 5979.389648
	Iteration 12Q: 3 clusters Score -2.093167e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -20934382.000000 Penalty: 5979.389648
	Iteration 13Q: 3 clusters Score -2.093438e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -20935946.000000 Penalty: 5979.389648
	Iteration 14Q: 3 clusters Score -2.093595e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 169386 members 
Entering Unmasked Estep 
Score: -20936706.000000 Penalty: 5979.389648
	Iteration 15Q: 3 clusters Score -2.093671e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 170009 members 
Entering Unmasked Estep 
Score: -20937104.000000 Penalty: 5979.389648
	Iteration 16Q: 3 clusters Score -2.09371e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 170338 members 
Entering Unmasked Estep 
Score: -20937538.000000 Penalty: 5979.389648
	Iteration 17Q: 3 clusters Score -2.093754e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 170479 members 
Entering Unmasked Estep 
Score: -20937974.000000 Penalty: 5979.389648
	Iteration 18Q: 3 clusters Score -2.093797e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -20938450.000000 Penalty: 5979.389648
	Iteration 19Q: 3 clusters Score -2.093845e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 170425 members 
Entering Unmasked Estep 
Score: -20938744.000000 Penalty: 5979.389648
	Iteration 20F: 3 clusters Score -2.093874e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 170302 members 
Entering Unmasked Estep 
Score: -20938920.000000 Penalty: 5979.389648
	Iteration 21Q: 3 clusters Score -2.093892e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -20939000.000000 Penalty: 5979.389648
	Iteration 22Q: 3 clusters Score -2.0939e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 170131 members 
Entering Unmasked Estep 
Score: -20939022.000000 Penalty: 5979.389648
	Iteration 23Q: 3 clusters Score -2.093902e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -20939066.000000 Penalty: 5979.389648
	Iteration 24Q: 3 clusters Score -2.093907e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -20939086.000000 Penalty: 5979.389648
	Iteration 25Q: 3 clusters Score -2.093909e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -20939092.000000 Penalty: 5979.389648
	Iteration 26Q: 3 clusters Score -2.093909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 169946 members 
Entering Unmasked Estep 
Score: -20939090.000000 Penalty: 5979.389648
	Iteration 27Q: 3 clusters Score -2.093909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 169930 members 
Entering Unmasked Estep 
Score: -20939098.000000 Penalty: 5979.389648
	Iteration 28Q: 3 clusters Score -2.09391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -20939100.000000 Penalty: 5979.389648
	Iteration 29Q: 3 clusters Score -2.09391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -20939108.000000 Penalty: 5979.389648
	Iteration 30Q: 3 clusters Score -2.093911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 169901 members 
Entering Unmasked Estep 
Score: -20939122.000000 Penalty: 5979.389648
	Iteration 31Q: 3 clusters Score -2.093912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 169894 members 
Entering Unmasked Estep 
Score: -20939122.000000 Penalty: 5979.389648
	Iteration 32Q: 3 clusters Score -2.093912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -20939126.000000 Penalty: 5979.389648
	Iteration 33Q: 3 clusters Score -2.093913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 169885 members 
Entering Unmasked Estep 
Score: -20939128.000000 Penalty: 5979.389648
	Iteration 34Q: 3 clusters Score -2.093913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 169885 members 
Entering Unmasked Estep 
Score: -20939128.000000 Penalty: 5979.389648
	Iteration 35Q: 3 clusters Score -2.093913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 169885 members 
Entering Unmasked Estep 
Score: -20939128.000000 Penalty: 5979.389648
	Iteration 36F: 3 clusters Score -2.093913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Entering Unmasked Estep 
Score: -2149229.250000 Penalty: 2431.843262
	Iteration 0F: 2 clusters Score -2149229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2136395.500000 Penalty: 4863.686523
	Iteration 0F: 3 clusters Score -2136396 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2140679.750000 Penalty: 4863.686523
	Iteration 1F: 3 clusters Score -2140680 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2141139.500000 Penalty: 4863.686523
	Iteration 2F: 3 clusters Score -2141140 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2141574.750000 Penalty: 4863.686523
	Iteration 3F: 3 clusters Score -2141575 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2142041.500000 Penalty: 4863.686523
	Iteration 4Q: 3 clusters Score -2142042 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2142590.500000 Penalty: 4863.686523
	Iteration 5F: 3 clusters Score -2142590 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2143176.500000 Penalty: 4863.686523
	Iteration 6F: 3 clusters Score -2143176 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2143736.250000 Penalty: 4863.686523
	Iteration 7F: 3 clusters Score -2143736 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2144232.250000 Penalty: 4863.686523
	Iteration 8Q: 3 clusters Score -2144232 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2144704.250000 Penalty: 4863.686523
	Iteration 9Q: 3 clusters Score -2144704 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2145144.750000 Penalty: 4863.686523
	Iteration 10Q: 3 clusters Score -2145145 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2145557.250000 Penalty: 4863.686523
	Iteration 11Q: 3 clusters Score -2145557 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2145932.250000 Penalty: 4863.686523
	Iteration 12Q: 3 clusters Score -2145932 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2146328.750000 Penalty: 4863.686523
	Iteration 13Q: 3 clusters Score -2146329 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2146742.500000 Penalty: 4863.686523
	Iteration 14Q: 3 clusters Score -2146742 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2147207.750000 Penalty: 4863.686523
	Iteration 15Q: 3 clusters Score -2147208 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2147642.000000 Penalty: 4863.686523
	Iteration 16Q: 3 clusters Score -2147642 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2148008.250000 Penalty: 4863.686523
	Iteration 17Q: 3 clusters Score -2148008 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2148265.250000 Penalty: 4863.686523
	Iteration 18Q: 3 clusters Score -2148265 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2148444.750000 Penalty: 4863.686523
	Iteration 19Q: 3 clusters Score -2148445 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2148567.500000 Penalty: 4863.686523
	Iteration 20F: 3 clusters Score -2148568 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2148632.500000 Penalty: 4863.686523
	Iteration 21Q: 3 clusters Score -2148632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2148675.000000 Penalty: 4863.686523
	Iteration 22Q: 3 clusters Score -2148675 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2148709.500000 Penalty: 4863.686523
	Iteration 23Q: 3 clusters Score -2148710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2148740.250000 Penalty: 4863.686523
	Iteration 24Q: 3 clusters Score -2148740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2148761.000000 Penalty: 4863.686523
	Iteration 25Q: 3 clusters Score -2148761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2148775.250000 Penalty: 4863.686523
	Iteration 26Q: 3 clusters Score -2148775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2148785.250000 Penalty: 4863.686523
	Iteration 27Q: 3 clusters Score -2148785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2148796.750000 Penalty: 4863.686523
	Iteration 28Q: 3 clusters Score -2148797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2148803.500000 Penalty: 4863.686523
	Iteration 29Q: 3 clusters Score -2148804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2148809.750000 Penalty: 4863.686523
	Iteration 30Q: 3 clusters Score -2148810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2148823.750000 Penalty: 4863.686523
	Iteration 31Q: 3 clusters Score -2148824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2148827.000000 Penalty: 4863.686523
	Iteration 32Q: 3 clusters Score -2148827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2148833.750000 Penalty: 4863.686523
	Iteration 33Q: 3 clusters Score -2148834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2148843.500000 Penalty: 4863.686523
	Iteration 34Q: 3 clusters Score -2148844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2148853.500000 Penalty: 4863.686523
	Iteration 35Q: 3 clusters Score -2148854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2148852.500000 Penalty: 4863.686523
	Iteration 36Q: 3 clusters Score -2148852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2148863.250000 Penalty: 4863.686523
	Iteration 37Q: 3 clusters Score -2148863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2148869.000000 Penalty: 4863.686523
	Iteration 38Q: 3 clusters Score -2148869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2148873.250000 Penalty: 4863.686523
	Iteration 39Q: 3 clusters Score -2148873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2148878.000000 Penalty: 4863.686523
	Iteration 40F: 3 clusters Score -2148878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2148876.500000 Penalty: 4863.686523
	Iteration 41Q: 3 clusters Score -2148876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2148880.250000 Penalty: 4863.686523
	Iteration 42Q: 3 clusters Score -2148880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2148882.000000 Penalty: 4863.686523
	Iteration 43Q: 3 clusters Score -2148882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2148887.250000 Penalty: 4863.686523
	Iteration 44Q: 3 clusters Score -2148887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2148887.000000 Penalty: 4863.686523
	Iteration 45Q: 3 clusters Score -2148887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2148889.000000 Penalty: 4863.686523
	Iteration 46Q: 3 clusters Score -2148889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2148887.750000 Penalty: 4863.686523
	Iteration 47Q: 3 clusters Score -2148888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2148887.750000 Penalty: 4863.686523
	Iteration 48F: 3 clusters Score -2148888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Entering Unmasked Estep 
Score: -1212166.625000 Penalty: 2281.747070
	Iteration 0F: 2 clusters Score -1212167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1204598.750000 Penalty: 4563.494141
	Iteration 0F: 3 clusters Score -1204599 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1206802.875000 Penalty: 4563.494141
	Iteration 1F: 3 clusters Score -1206803 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1207090.000000 Penalty: 4563.494141
	Iteration 2F: 3 clusters Score -1207090 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1207293.375000 Penalty: 4563.494141
	Iteration 3F: 3 clusters Score -1207293 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1207431.625000 Penalty: 4563.494141
	Iteration 4Q: 3 clusters Score -1207432 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1207545.250000 Penalty: 4563.494141
	Iteration 5Q: 3 clusters Score -1207545 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1207639.875000 Penalty: 4563.494141
	Iteration 6Q: 3 clusters Score -1207640 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1207739.750000 Penalty: 4563.494141
	Iteration 7Q: 3 clusters Score -1207740 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1207842.125000 Penalty: 4563.494141
	Iteration 8Q: 3 clusters Score -1207842 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1207981.250000 Penalty: 4563.494141
	Iteration 9Q: 3 clusters Score -1207981 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1208148.000000 Penalty: 4563.494141
	Iteration 10Q: 3 clusters Score -1208148 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1208365.250000 Penalty: 4563.494141
	Iteration 11Q: 3 clusters Score -1208365 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1208629.375000 Penalty: 4563.494141
	Iteration 12Q: 3 clusters Score -1208629 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1208915.625000 Penalty: 4563.494141
	Iteration 13Q: 3 clusters Score -1208916 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1209188.000000 Penalty: 4563.494141
	Iteration 14Q: 3 clusters Score -1209188 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1209431.125000 Penalty: 4563.494141
	Iteration 15Q: 3 clusters Score -1209431 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1209641.375000 Penalty: 4563.494141
	Iteration 16Q: 3 clusters Score -1209641 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1209803.250000 Penalty: 4563.494141
	Iteration 17Q: 3 clusters Score -1209803 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1209933.625000 Penalty: 4563.494141
	Iteration 18Q: 3 clusters Score -1209934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1210037.000000 Penalty: 4563.494141
	Iteration 19Q: 3 clusters Score -1210037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1210114.875000 Penalty: 4563.494141
	Iteration 20F: 3 clusters Score -1210115 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1210166.125000 Penalty: 4563.494141
	Iteration 21Q: 3 clusters Score -1210166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1210200.875000 Penalty: 4563.494141
	Iteration 22Q: 3 clusters Score -1210201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1210234.875000 Penalty: 4563.494141
	Iteration 23Q: 3 clusters Score -1210235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1210246.625000 Penalty: 4563.494141
	Iteration 24Q: 3 clusters Score -1210247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1210262.250000 Penalty: 4563.494141
	Iteration 25Q: 3 clusters Score -1210262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1210271.250000 Penalty: 4563.494141
	Iteration 26Q: 3 clusters Score -1210271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1210278.000000 Penalty: 4563.494141
	Iteration 27Q: 3 clusters Score -1210278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1210287.125000 Penalty: 4563.494141
	Iteration 28Q: 3 clusters Score -1210287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1210299.625000 Penalty: 4563.494141
	Iteration 29Q: 3 clusters Score -1210300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1210303.250000 Penalty: 4563.494141
	Iteration 30Q: 3 clusters Score -1210303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1210309.500000 Penalty: 4563.494141
	Iteration 31Q: 3 clusters Score -1210310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1210316.375000 Penalty: 4563.494141
	Iteration 32Q: 3 clusters Score -1210316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1210319.000000 Penalty: 4563.494141
	Iteration 33Q: 3 clusters Score -1210319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1210322.750000 Penalty: 4563.494141
	Iteration 34Q: 3 clusters Score -1210323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1210323.375000 Penalty: 4563.494141
	Iteration 35Q: 3 clusters Score -1210323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1210325.375000 Penalty: 4563.494141
	Iteration 36Q: 3 clusters Score -1210325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1210325.375000 Penalty: 4563.494141
	Iteration 37Q: 3 clusters Score -1210325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1210328.000000 Penalty: 4563.494141
	Iteration 38Q: 3 clusters Score -1210328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1210329.375000 Penalty: 4563.494141
	Iteration 39Q: 3 clusters Score -1210329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1210331.000000 Penalty: 4563.494141
	Iteration 40F: 3 clusters Score -1210331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1210334.250000 Penalty: 4563.494141
	Iteration 41Q: 3 clusters Score -1210334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1210335.875000 Penalty: 4563.494141
	Iteration 42Q: 3 clusters Score -1210336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1210337.750000 Penalty: 4563.494141
	Iteration 43Q: 3 clusters Score -1210338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1210338.375000 Penalty: 4563.494141
	Iteration 44Q: 3 clusters Score -1210338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1210339.875000 Penalty: 4563.494141
	Iteration 45Q: 3 clusters Score -1210340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1210338.000000 Penalty: 4563.494141
	Iteration 46Q: 3 clusters Score -1210338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1210339.625000 Penalty: 4563.494141
	Iteration 47Q: 3 clusters Score -1210340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1210340.625000 Penalty: 4563.494141
	Iteration 48Q: 3 clusters Score -1210341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1210343.375000 Penalty: 4563.494141
	Iteration 49Q: 3 clusters Score -1210343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1210343.875000 Penalty: 4563.494141
	Iteration 50Q: 3 clusters Score -1210344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1210344.875000 Penalty: 4563.494141
	Iteration 51Q: 3 clusters Score -1210345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1210346.125000 Penalty: 4563.494141
	Iteration 52Q: 3 clusters Score -1210346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1210347.250000 Penalty: 4563.494141
	Iteration 53Q: 3 clusters Score -1210347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1210347.750000 Penalty: 4563.494141
	Iteration 54Q: 3 clusters Score -1210348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1210347.750000 Penalty: 4563.494141
	Iteration 55F: 3 clusters Score -1210348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -501488.281250 Penalty: 2063.531494
	Iteration 0F: 2 clusters Score -501488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -497472.281250 Penalty: 4127.062988
	Iteration 0F: 3 clusters Score -497472.3 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -498339.062500 Penalty: 4127.062988
	Iteration 1F: 3 clusters Score -498339.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -498567.281250 Penalty: 4127.062988
	Iteration 2F: 3 clusters Score -498567.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -498693.593750 Penalty: 4127.062988
	Iteration 3F: 3 clusters Score -498693.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -498786.062500 Penalty: 4127.062988
	Iteration 4Q: 3 clusters Score -498786.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -498867.250000 Penalty: 4127.062988
	Iteration 5Q: 3 clusters Score -498867.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -498930.468750 Penalty: 4127.062988
	Iteration 6Q: 3 clusters Score -498930.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -498974.531250 Penalty: 4127.062988
	Iteration 7Q: 3 clusters Score -498974.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -499016.562500 Penalty: 4127.062988
	Iteration 8Q: 3 clusters Score -499016.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -499047.843750 Penalty: 4127.062988
	Iteration 9Q: 3 clusters Score -499047.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -499073.250000 Penalty: 4127.062988
	Iteration 10Q: 3 clusters Score -499073.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -499090.031250 Penalty: 4127.062988
	Iteration 11Q: 3 clusters Score -499090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -499101.625000 Penalty: 4127.062988
	Iteration 12Q: 3 clusters Score -499101.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -499117.531250 Penalty: 4127.062988
	Iteration 13Q: 3 clusters Score -499117.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -499135.625000 Penalty: 4127.062988
	Iteration 14Q: 3 clusters Score -499135.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -499158.093750 Penalty: 4127.062988
	Iteration 15Q: 3 clusters Score -499158.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -499174.562500 Penalty: 4127.062988
	Iteration 16Q: 3 clusters Score -499174.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -499192.968750 Penalty: 4127.062988
	Iteration 17Q: 3 clusters Score -499193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -499218.468750 Penalty: 4127.062988
	Iteration 18Q: 3 clusters Score -499218.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -499236.281250 Penalty: 4127.062988
	Iteration 19Q: 3 clusters Score -499236.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -499254.781250 Penalty: 4127.062988
	Iteration 20F: 3 clusters Score -499254.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -499278.906250 Penalty: 4127.062988
	Iteration 21Q: 3 clusters Score -499278.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -499303.593750 Penalty: 4127.062988
	Iteration 22Q: 3 clusters Score -499303.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -499327.531250 Penalty: 4127.062988
	Iteration 23Q: 3 clusters Score -499327.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -499355.218750 Penalty: 4127.062988
	Iteration 24Q: 3 clusters Score -499355.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -499386.062500 Penalty: 4127.062988
	Iteration 25Q: 3 clusters Score -499386.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -499418.968750 Penalty: 4127.062988
	Iteration 26Q: 3 clusters Score -499419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -499445.656250 Penalty: 4127.062988
	Iteration 27Q: 3 clusters Score -499445.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -499462.437500 Penalty: 4127.062988
	Iteration 28Q: 3 clusters Score -499462.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -499480.781250 Penalty: 4127.062988
	Iteration 29Q: 3 clusters Score -499480.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -499494.937500 Penalty: 4127.062988
	Iteration 30Q: 3 clusters Score -499494.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -499507.375000 Penalty: 4127.062988
	Iteration 31Q: 3 clusters Score -499507.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -499522.937500 Penalty: 4127.062988
	Iteration 32Q: 3 clusters Score -499522.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -499534.843750 Penalty: 4127.062988
	Iteration 33Q: 3 clusters Score -499534.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -499544.062500 Penalty: 4127.062988
	Iteration 34Q: 3 clusters Score -499544.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -499551.812500 Penalty: 4127.062988
	Iteration 35Q: 3 clusters Score -499551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -499554.625000 Penalty: 4127.062988
	Iteration 36Q: 3 clusters Score -499554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -499559.062500 Penalty: 4127.062988
	Iteration 37Q: 3 clusters Score -499559.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -499567.187500 Penalty: 4127.062988
	Iteration 38Q: 3 clusters Score -499567.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -499575.500000 Penalty: 4127.062988
	Iteration 39Q: 3 clusters Score -499575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -499579.750000 Penalty: 4127.062988
	Iteration 40F: 3 clusters Score -499579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -499583.468750 Penalty: 4127.062988
	Iteration 41Q: 3 clusters Score -499583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -499588.375000 Penalty: 4127.062988
	Iteration 42Q: 3 clusters Score -499588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -499590.687500 Penalty: 4127.062988
	Iteration 43Q: 3 clusters Score -499590.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -499595.125000 Penalty: 4127.062988
	Iteration 44Q: 3 clusters Score -499595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -499598.812500 Penalty: 4127.062988
	Iteration 45Q: 3 clusters Score -499598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -499601.625000 Penalty: 4127.062988
	Iteration 46Q: 3 clusters Score -499601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -499602.500000 Penalty: 4127.062988
	Iteration 47Q: 3 clusters Score -499602.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -499603.437500 Penalty: 4127.062988
	Iteration 48Q: 3 clusters Score -499603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -499603.437500 Penalty: 4127.062988
	Iteration 49F: 3 clusters Score -499603.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Entering Unmasked Estep 
Score: -6886241.500000 Penalty: 2711.516846
	Iteration 0F: 2 clusters Score -6886242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -6848692.500000 Penalty: 5423.033691
	Iteration 0F: 3 clusters Score -6848692 nChanged 25952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6862993.500000 Penalty: 5423.033691
	Iteration 1F: 3 clusters Score -6862994 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6863413.500000 Penalty: 5423.033691
	Iteration 2Q: 3 clusters Score -6863414 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -6863786.500000 Penalty: 5423.033691
	Iteration 3Q: 3 clusters Score -6863786 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -6864237.000000 Penalty: 5423.033691
	Iteration 4Q: 3 clusters Score -6864237 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -6864938.500000 Penalty: 5423.033691
	Iteration 5Q: 3 clusters Score -6864938 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -6865958.000000 Penalty: 5423.033691
	Iteration 6Q: 3 clusters Score -6865958 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -6867739.000000 Penalty: 5423.033691
	Iteration 7F: 3 clusters Score -6867739 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -6870387.500000 Penalty: 5423.033691
	Iteration 8F: 3 clusters Score -6870388 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -6873668.000000 Penalty: 5423.033691
	Iteration 9F: 3 clusters Score -6873668 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -6876792.000000 Penalty: 5423.033691
	Iteration 10F: 3 clusters Score -6876792 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -6879238.000000 Penalty: 5423.033691
	Iteration 11F: 3 clusters Score -6879238 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -6880890.500000 Penalty: 5423.033691
	Iteration 12Q: 3 clusters Score -6880890 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6882068.500000 Penalty: 5423.033691
	Iteration 13Q: 3 clusters Score -6882068 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6882865.500000 Penalty: 5423.033691
	Iteration 14Q: 3 clusters Score -6882866 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6883372.500000 Penalty: 5423.033691
	Iteration 15Q: 3 clusters Score -6883372 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6883663.000000 Penalty: 5423.033691
	Iteration 16Q: 3 clusters Score -6883663 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6883888.000000 Penalty: 5423.033691
	Iteration 17Q: 3 clusters Score -6883888 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6883995.500000 Penalty: 5423.033691
	Iteration 18Q: 3 clusters Score -6883996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6884081.500000 Penalty: 5423.033691
	Iteration 19Q: 3 clusters Score -6884082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6884136.000000 Penalty: 5423.033691
	Iteration 20F: 3 clusters Score -6884136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6884214.500000 Penalty: 5423.033691
	Iteration 21Q: 3 clusters Score -6884214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6884259.000000 Penalty: 5423.033691
	Iteration 22Q: 3 clusters Score -6884259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6884280.500000 Penalty: 5423.033691
	Iteration 23Q: 3 clusters Score -6884280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6884282.000000 Penalty: 5423.033691
	Iteration 24Q: 3 clusters Score -6884282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6884280.500000 Penalty: 5423.033691
	Iteration 25Q: 3 clusters Score -6884280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6884283.500000 Penalty: 5423.033691
	Iteration 26Q: 3 clusters Score -6884284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6884290.000000 Penalty: 5423.033691
	Iteration 27Q: 3 clusters Score -6884290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6884282.000000 Penalty: 5423.033691
	Iteration 28Q: 3 clusters Score -6884282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6884296.000000 Penalty: 5423.033691
	Iteration 29Q: 3 clusters Score -6884296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6884295.000000 Penalty: 5423.033691
	Iteration 30Q: 3 clusters Score -6884295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6884302.500000 Penalty: 5423.033691
	Iteration 31Q: 3 clusters Score -6884302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6884298.500000 Penalty: 5423.033691
	Iteration 32Q: 3 clusters Score -6884298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6884302.000000 Penalty: 5423.033691
	Iteration 33Q: 3 clusters Score -6884302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6884301.000000 Penalty: 5423.033691
	Iteration 34Q: 3 clusters Score -6884301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6884305.000000 Penalty: 5423.033691
	Iteration 35Q: 3 clusters Score -6884305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6884315.000000 Penalty: 5423.033691
	Iteration 36Q: 3 clusters Score -6884315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6884314.000000 Penalty: 5423.033691
	Iteration 37Q: 3 clusters Score -6884314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6884318.000000 Penalty: 5423.033691
	Iteration 38Q: 3 clusters Score -6884318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6884324.500000 Penalty: 5423.033691
	Iteration 39Q: 3 clusters Score -6884324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6884324.000000 Penalty: 5423.033691
	Iteration 40F: 3 clusters Score -6884324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6884321.500000 Penalty: 5423.033691
	Iteration 41Q: 3 clusters Score -6884322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6884319.500000 Penalty: 5423.033691
	Iteration 42Q: 3 clusters Score -6884320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6884319.500000 Penalty: 5423.033691
	Iteration 43F: 3 clusters Score -6884320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -157302.171875 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -157302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155072.046875 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -155072 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155636.656250 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -155636.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -155955.437500 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -155955.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -156273.281250 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -156273.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -156468.625000 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -156468.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -156633.250000 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -156633.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -156771.312500 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -156771.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -156844.703125 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -156844.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -156870.703125 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -156870.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -156885.281250 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -156885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156891.968750 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -156892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -156906.187500 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -156906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -156922.421875 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -156922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156929.906250 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -156929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -156934.906250 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -156934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -156940.625000 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -156940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156944.046875 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -156944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -156949.046875 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -156949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -156955.062500 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -156955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -156964.531250 Penalty: 3611.908447
	Iteration 19Q: 3 clusters Score -156964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156982.187500 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -156982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -156990.609375 Penalty: 3611.908447
	Iteration 21Q: 3 clusters Score -156990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156991.718750 Penalty: 3611.908447
	Iteration 22Q: 3 clusters Score -156991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156991.718750 Penalty: 3611.908447
	Iteration 23F: 3 clusters Score -156991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Entering Unmasked Estep 
Score: -3065018.000000 Penalty: 2518.783447
	Iteration 0F: 2 clusters Score -3065018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3047209.000000 Penalty: 5037.566895
	Iteration 0F: 3 clusters Score -3047209 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3053419.750000 Penalty: 5037.566895
	Iteration 1F: 3 clusters Score -3053420 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3053851.000000 Penalty: 5037.566895
	Iteration 2Q: 3 clusters Score -3053851 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3054232.500000 Penalty: 5037.566895
	Iteration 3Q: 3 clusters Score -3054232 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3054551.250000 Penalty: 5037.566895
	Iteration 4Q: 3 clusters Score -3054551 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3054860.500000 Penalty: 5037.566895
	Iteration 5Q: 3 clusters Score -3054860 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3055200.250000 Penalty: 5037.566895
	Iteration 6Q: 3 clusters Score -3055200 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3055603.750000 Penalty: 5037.566895
	Iteration 7Q: 3 clusters Score -3055604 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3056110.000000 Penalty: 5037.566895
	Iteration 8Q: 3 clusters Score -3056110 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3056784.500000 Penalty: 5037.566895
	Iteration 9Q: 3 clusters Score -3056784 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3057664.250000 Penalty: 5037.566895
	Iteration 10F: 3 clusters Score -3057664 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3058736.750000 Penalty: 5037.566895
	Iteration 11F: 3 clusters Score -3058737 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3059874.250000 Penalty: 5037.566895
	Iteration 12F: 3 clusters Score -3059874 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3060925.750000 Penalty: 5037.566895
	Iteration 13F: 3 clusters Score -3060926 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3061778.500000 Penalty: 5037.566895
	Iteration 14Q: 3 clusters Score -3061778 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3062375.000000 Penalty: 5037.566895
	Iteration 15Q: 3 clusters Score -3062375 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3062792.250000 Penalty: 5037.566895
	Iteration 16Q: 3 clusters Score -3062792 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3063102.500000 Penalty: 5037.566895
	Iteration 17Q: 3 clusters Score -3063102 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3063325.250000 Penalty: 5037.566895
	Iteration 18Q: 3 clusters Score -3063325 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3063476.750000 Penalty: 5037.566895
	Iteration 19Q: 3 clusters Score -3063477 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3063610.750000 Penalty: 5037.566895
	Iteration 20F: 3 clusters Score -3063611 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3063711.250000 Penalty: 5037.566895
	Iteration 21Q: 3 clusters Score -3063711 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3063789.750000 Penalty: 5037.566895
	Iteration 22Q: 3 clusters Score -3063790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3063871.000000 Penalty: 5037.566895
	Iteration 23Q: 3 clusters Score -3063871 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3063921.750000 Penalty: 5037.566895
	Iteration 24Q: 3 clusters Score -3063922 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3063993.750000 Penalty: 5037.566895
	Iteration 25Q: 3 clusters Score -3063994 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3064058.750000 Penalty: 5037.566895
	Iteration 26Q: 3 clusters Score -3064059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3064115.750000 Penalty: 5037.566895
	Iteration 27Q: 3 clusters Score -3064116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3064146.250000 Penalty: 5037.566895
	Iteration 28Q: 3 clusters Score -3064146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3064181.250000 Penalty: 5037.566895
	Iteration 29Q: 3 clusters Score -3064181 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3064193.250000 Penalty: 5037.566895
	Iteration 30Q: 3 clusters Score -3064193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3064217.250000 Penalty: 5037.566895
	Iteration 31Q: 3 clusters Score -3064217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3064232.250000 Penalty: 5037.566895
	Iteration 32Q: 3 clusters Score -3064232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3064236.500000 Penalty: 5037.566895
	Iteration 33Q: 3 clusters Score -3064236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3064233.000000 Penalty: 5037.566895
	Iteration 34Q: 3 clusters Score -3064233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3064244.500000 Penalty: 5037.566895
	Iteration 35Q: 3 clusters Score -3064244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3064245.250000 Penalty: 5037.566895
	Iteration 36Q: 3 clusters Score -3064245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3064254.000000 Penalty: 5037.566895
	Iteration 37Q: 3 clusters Score -3064254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3064267.500000 Penalty: 5037.566895
	Iteration 38Q: 3 clusters Score -3064268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3064274.250000 Penalty: 5037.566895
	Iteration 39Q: 3 clusters Score -3064274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3064279.250000 Penalty: 5037.566895
	Iteration 40F: 3 clusters Score -3064279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3064274.750000 Penalty: 5037.566895
	Iteration 41Q: 3 clusters Score -3064275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3064276.500000 Penalty: 5037.566895
	Iteration 42Q: 3 clusters Score -3064276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3064274.750000 Penalty: 5037.566895
	Iteration 43Q: 3 clusters Score -3064275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3064274.750000 Penalty: 5037.566895
	Iteration 44Q: 3 clusters Score -3064275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3064278.500000 Penalty: 5037.566895
	Iteration 45Q: 3 clusters Score -3064278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3064281.250000 Penalty: 5037.566895
	Iteration 46Q: 3 clusters Score -3064281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3064284.000000 Penalty: 5037.566895
	Iteration 47Q: 3 clusters Score -3064284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3064288.500000 Penalty: 5037.566895
	Iteration 48Q: 3 clusters Score -3064288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3064289.500000 Penalty: 5037.566895
	Iteration 49Q: 3 clusters Score -3064290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3064290.500000 Penalty: 5037.566895
	Iteration 50Q: 3 clusters Score -3064290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3064297.750000 Penalty: 5037.566895
	Iteration 51Q: 3 clusters Score -3064298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3064299.250000 Penalty: 5037.566895
	Iteration 52Q: 3 clusters Score -3064299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3064299.250000 Penalty: 5037.566895
	Iteration 53Q: 3 clusters Score -3064299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3064298.250000 Penalty: 5037.566895
	Iteration 54Q: 3 clusters Score -3064298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3064311.750000 Penalty: 5037.566895
	Iteration 55Q: 3 clusters Score -3064312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3064306.750000 Penalty: 5037.566895
	Iteration 56Q: 3 clusters Score -3064307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3064308.750000 Penalty: 5037.566895
	Iteration 57Q: 3 clusters Score -3064309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3064312.250000 Penalty: 5037.566895
	Iteration 58Q: 3 clusters Score -3064312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3064306.250000 Penalty: 5037.566895
	Iteration 59Q: 3 clusters Score -3064306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3064309.000000 Penalty: 5037.566895
	Iteration 60F: 3 clusters Score -3064309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3064313.000000 Penalty: 5037.566895
	Iteration 61Q: 3 clusters Score -3064313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3064312.000000 Penalty: 5037.566895
	Iteration 62Q: 3 clusters Score -3064312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3064308.750000 Penalty: 5037.566895
	Iteration 63Q: 3 clusters Score -3064309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3064304.000000 Penalty: 5037.566895
	Iteration 64Q: 3 clusters Score -3064304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3064308.000000 Penalty: 5037.566895
	Iteration 65Q: 3 clusters Score -3064308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3064314.250000 Penalty: 5037.566895
	Iteration 66Q: 3 clusters Score -3064314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3064313.750000 Penalty: 5037.566895
	Iteration 67Q: 3 clusters Score -3064314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3064313.750000 Penalty: 5037.566895
	Iteration 68Q: 3 clusters Score -3064314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3064313.500000 Penalty: 5037.566895
	Iteration 69Q: 3 clusters Score -3064314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3064312.750000 Penalty: 5037.566895
	Iteration 70Q: 3 clusters Score -3064313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3064312.750000 Penalty: 5037.566895
	Iteration 71F: 3 clusters Score -3064313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (183411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Entering Unmasked Estep 
Score: -22843118.000000 Penalty: 3005.632324
	Iteration 0F: 2 clusters Score -2.284312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 91899 members 
Entering Unmasked Estep 
Score: -22725316.000000 Penalty: 6011.264648
	Iteration 0F: 3 clusters Score -2.272532e+07 nChanged 87918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -22775874.000000 Penalty: 6011.264648
	Iteration 1F: 3 clusters Score -2.277587e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -22776728.000000 Penalty: 6011.264648
	Iteration 2Q: 3 clusters Score -2.277673e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -22777554.000000 Penalty: 6011.264648
	Iteration 3Q: 3 clusters Score -2.277755e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -22778980.000000 Penalty: 6011.264648
	Iteration 4Q: 3 clusters Score -2.277898e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -22781352.000000 Penalty: 6011.264648
	Iteration 5Q: 3 clusters Score -2.278135e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 118025 members 
Entering Unmasked Estep 
Score: -22786154.000000 Penalty: 6011.264648
	Iteration 6F: 3 clusters Score -2.278615e+07 nChanged 13319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 131242 members 
Entering Unmasked Estep 
Score: -22795222.000000 Penalty: 6011.264648
	Iteration 7F: 3 clusters Score -2.279522e+07 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -22809318.000000 Penalty: 6011.264648
	Iteration 8F: 3 clusters Score -2.280932e+07 nChanged 16032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 163539 members 
Entering Unmasked Estep 
Score: -22824258.000000 Penalty: 6011.264648
	Iteration 9F: 3 clusters Score -2.282426e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 174623 members 
Entering Unmasked Estep 
Score: -22833846.000000 Penalty: 6011.264648
	Iteration 10F: 3 clusters Score -2.283385e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 180189 members 
Entering Unmasked Estep 
Score: -22837892.000000 Penalty: 6011.264648
	Iteration 11Q: 3 clusters Score -2.283789e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 182247 members 
Entering Unmasked Estep 
Score: -22839500.000000 Penalty: 6011.264648
	Iteration 12Q: 3 clusters Score -2.28395e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 182872 members 
Entering Unmasked Estep 
Score: -22840018.000000 Penalty: 6011.264648
	Iteration 13Q: 3 clusters Score -2.284002e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 183031 members 
Entering Unmasked Estep 
Score: -22840150.000000 Penalty: 6011.264648
	Iteration 14Q: 3 clusters Score -2.284015e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 183092 members 
Entering Unmasked Estep 
Score: -22840268.000000 Penalty: 6011.264648
	Iteration 15Q: 3 clusters Score -2.284027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 183111 members 
Entering Unmasked Estep 
Score: -22840294.000000 Penalty: 6011.264648
	Iteration 16Q: 3 clusters Score -2.284029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -22840310.000000 Penalty: 6011.264648
	Iteration 17Q: 3 clusters Score -2.284031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 183121 members 
Entering Unmasked Estep 
Score: -22840296.000000 Penalty: 6011.264648
	Iteration 18Q: 3 clusters Score -2.28403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 183126 members 
Entering Unmasked Estep 
Score: -22840314.000000 Penalty: 6011.264648
	Iteration 19Q: 3 clusters Score -2.284031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 183132 members 
Entering Unmasked Estep 
Score: -22840326.000000 Penalty: 6011.264648
	Iteration 20F: 3 clusters Score -2.284033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183136 members 
Entering Unmasked Estep 
Score: -22840338.000000 Penalty: 6011.264648
	Iteration 21Q: 3 clusters Score -2.284034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 183137 members 
Entering Unmasked Estep 
Score: -22840324.000000 Penalty: 6011.264648
	Iteration 22Q: 3 clusters Score -2.284032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -22840326.000000 Penalty: 6011.264648
	Iteration 23Q: 3 clusters Score -2.284033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -22840336.000000 Penalty: 6011.264648
	Iteration 24Q: 3 clusters Score -2.284034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 183140 members 
Entering Unmasked Estep 
Score: -22840322.000000 Penalty: 6011.264648
	Iteration 25Q: 3 clusters Score -2.284032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -22840350.000000 Penalty: 6011.264648
	Iteration 26Q: 3 clusters Score -2.284035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -22840350.000000 Penalty: 6011.264648
	Iteration 27F: 3 clusters Score -2.284035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Entering Unmasked Estep 
Score: -2674273.000000 Penalty: 2477.357178
	Iteration 0F: 2 clusters Score -2674273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2659191.000000 Penalty: 4954.714355
	Iteration 0F: 3 clusters Score -2659191 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2664639.000000 Penalty: 4954.714355
	Iteration 1F: 3 clusters Score -2664639 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2665405.000000 Penalty: 4954.714355
	Iteration 2F: 3 clusters Score -2665405 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2666055.000000 Penalty: 4954.714355
	Iteration 3F: 3 clusters Score -2666055 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2666721.000000 Penalty: 4954.714355
	Iteration 4F: 3 clusters Score -2666721 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2667265.500000 Penalty: 4954.714355
	Iteration 5F: 3 clusters Score -2667266 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2667745.750000 Penalty: 4954.714355
	Iteration 6Q: 3 clusters Score -2667746 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2668180.250000 Penalty: 4954.714355
	Iteration 7Q: 3 clusters Score -2668180 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2668529.250000 Penalty: 4954.714355
	Iteration 8Q: 3 clusters Score -2668529 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2668802.250000 Penalty: 4954.714355
	Iteration 9Q: 3 clusters Score -2668802 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2669038.500000 Penalty: 4954.714355
	Iteration 10Q: 3 clusters Score -2669038 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2669250.500000 Penalty: 4954.714355
	Iteration 11Q: 3 clusters Score -2669250 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2669435.000000 Penalty: 4954.714355
	Iteration 12Q: 3 clusters Score -2669435 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2669619.500000 Penalty: 4954.714355
	Iteration 13Q: 3 clusters Score -2669620 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2669756.750000 Penalty: 4954.714355
	Iteration 14Q: 3 clusters Score -2669757 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2669874.750000 Penalty: 4954.714355
	Iteration 15Q: 3 clusters Score -2669875 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2669953.500000 Penalty: 4954.714355
	Iteration 16Q: 3 clusters Score -2669954 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2670028.750000 Penalty: 4954.714355
	Iteration 17Q: 3 clusters Score -2670029 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2670104.250000 Penalty: 4954.714355
	Iteration 18Q: 3 clusters Score -2670104 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2670141.750000 Penalty: 4954.714355
	Iteration 19Q: 3 clusters Score -2670142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2670200.500000 Penalty: 4954.714355
	Iteration 20F: 3 clusters Score -2670200 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2670252.750000 Penalty: 4954.714355
	Iteration 21Q: 3 clusters Score -2670253 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2670290.000000 Penalty: 4954.714355
	Iteration 22Q: 3 clusters Score -2670290 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2670353.000000 Penalty: 4954.714355
	Iteration 23Q: 3 clusters Score -2670353 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2670407.250000 Penalty: 4954.714355
	Iteration 24Q: 3 clusters Score -2670407 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2670464.750000 Penalty: 4954.714355
	Iteration 25Q: 3 clusters Score -2670465 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2670506.750000 Penalty: 4954.714355
	Iteration 26Q: 3 clusters Score -2670507 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2670570.250000 Penalty: 4954.714355
	Iteration 27Q: 3 clusters Score -2670570 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2670635.000000 Penalty: 4954.714355
	Iteration 28Q: 3 clusters Score -2670635 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2670703.000000 Penalty: 4954.714355
	Iteration 29Q: 3 clusters Score -2670703 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2670760.500000 Penalty: 4954.714355
	Iteration 30Q: 3 clusters Score -2670760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2670809.750000 Penalty: 4954.714355
	Iteration 31Q: 3 clusters Score -2670810 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2670873.000000 Penalty: 4954.714355
	Iteration 32Q: 3 clusters Score -2670873 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2670927.000000 Penalty: 4954.714355
	Iteration 33Q: 3 clusters Score -2670927 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2670978.000000 Penalty: 4954.714355
	Iteration 34Q: 3 clusters Score -2670978 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2671031.500000 Penalty: 4954.714355
	Iteration 35Q: 3 clusters Score -2671032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2671075.750000 Penalty: 4954.714355
	Iteration 36Q: 3 clusters Score -2671076 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2671129.750000 Penalty: 4954.714355
	Iteration 37Q: 3 clusters Score -2671130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2671189.750000 Penalty: 4954.714355
	Iteration 38Q: 3 clusters Score -2671190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2671234.500000 Penalty: 4954.714355
	Iteration 39Q: 3 clusters Score -2671234 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2671314.750000 Penalty: 4954.714355
	Iteration 40F: 3 clusters Score -2671315 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2671397.000000 Penalty: 4954.714355
	Iteration 41Q: 3 clusters Score -2671397 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2671485.250000 Penalty: 4954.714355
	Iteration 42Q: 3 clusters Score -2671485 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2671579.250000 Penalty: 4954.714355
	Iteration 43Q: 3 clusters Score -2671579 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2671676.000000 Penalty: 4954.714355
	Iteration 44Q: 3 clusters Score -2671676 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2671760.500000 Penalty: 4954.714355
	Iteration 45Q: 3 clusters Score -2671760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2671833.500000 Penalty: 4954.714355
	Iteration 46Q: 3 clusters Score -2671834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2671906.250000 Penalty: 4954.714355
	Iteration 47Q: 3 clusters Score -2671906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2671972.750000 Penalty: 4954.714355
	Iteration 48Q: 3 clusters Score -2671973 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2672031.500000 Penalty: 4954.714355
	Iteration 49Q: 3 clusters Score -2672032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2672082.500000 Penalty: 4954.714355
	Iteration 50Q: 3 clusters Score -2672082 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2672138.250000 Penalty: 4954.714355
	Iteration 51Q: 3 clusters Score -2672138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2672186.750000 Penalty: 4954.714355
	Iteration 52Q: 3 clusters Score -2672187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2672223.750000 Penalty: 4954.714355
	Iteration 53Q: 3 clusters Score -2672224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2672248.750000 Penalty: 4954.714355
	Iteration 54Q: 3 clusters Score -2672249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2672275.500000 Penalty: 4954.714355
	Iteration 55Q: 3 clusters Score -2672276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2672292.250000 Penalty: 4954.714355
	Iteration 56Q: 3 clusters Score -2672292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2672305.500000 Penalty: 4954.714355
	Iteration 57Q: 3 clusters Score -2672306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2672325.000000 Penalty: 4954.714355
	Iteration 58Q: 3 clusters Score -2672325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2672340.750000 Penalty: 4954.714355
	Iteration 59Q: 3 clusters Score -2672341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2672354.250000 Penalty: 4954.714355
	Iteration 60F: 3 clusters Score -2672354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2672370.500000 Penalty: 4954.714355
	Iteration 61Q: 3 clusters Score -2672370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2672377.750000 Penalty: 4954.714355
	Iteration 62Q: 3 clusters Score -2672378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2672392.250000 Penalty: 4954.714355
	Iteration 63Q: 3 clusters Score -2672392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2672402.000000 Penalty: 4954.714355
	Iteration 64Q: 3 clusters Score -2672402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2672421.500000 Penalty: 4954.714355
	Iteration 65Q: 3 clusters Score -2672422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2672425.750000 Penalty: 4954.714355
	Iteration 66Q: 3 clusters Score -2672426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2672427.250000 Penalty: 4954.714355
	Iteration 67Q: 3 clusters Score -2672427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2672433.750000 Penalty: 4954.714355
	Iteration 68Q: 3 clusters Score -2672434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2672434.250000 Penalty: 4954.714355
	Iteration 69Q: 3 clusters Score -2672434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2672437.750000 Penalty: 4954.714355
	Iteration 70Q: 3 clusters Score -2672438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2672443.500000 Penalty: 4954.714355
	Iteration 71Q: 3 clusters Score -2672444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2672441.250000 Penalty: 4954.714355
	Iteration 72Q: 3 clusters Score -2672441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2672450.000000 Penalty: 4954.714355
	Iteration 73Q: 3 clusters Score -2672450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2672457.750000 Penalty: 4954.714355
	Iteration 74Q: 3 clusters Score -2672458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2672467.000000 Penalty: 4954.714355
	Iteration 75Q: 3 clusters Score -2672467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2672475.250000 Penalty: 4954.714355
	Iteration 76Q: 3 clusters Score -2672475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2672492.500000 Penalty: 4954.714355
	Iteration 77Q: 3 clusters Score -2672492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2672502.750000 Penalty: 4954.714355
	Iteration 78Q: 3 clusters Score -2672503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2672514.000000 Penalty: 4954.714355
	Iteration 79Q: 3 clusters Score -2672514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2672517.750000 Penalty: 4954.714355
	Iteration 80F: 3 clusters Score -2672518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2672534.250000 Penalty: 4954.714355
	Iteration 81Q: 3 clusters Score -2672534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2672541.750000 Penalty: 4954.714355
	Iteration 82Q: 3 clusters Score -2672542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2672550.500000 Penalty: 4954.714355
	Iteration 83Q: 3 clusters Score -2672550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2672566.500000 Penalty: 4954.714355
	Iteration 84Q: 3 clusters Score -2672566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2672575.750000 Penalty: 4954.714355
	Iteration 85Q: 3 clusters Score -2672576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2672585.500000 Penalty: 4954.714355
	Iteration 86Q: 3 clusters Score -2672586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2672589.750000 Penalty: 4954.714355
	Iteration 87Q: 3 clusters Score -2672590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2672591.000000 Penalty: 4954.714355
	Iteration 88Q: 3 clusters Score -2672591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2672595.750000 Penalty: 4954.714355
	Iteration 89Q: 3 clusters Score -2672596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2672601.250000 Penalty: 4954.714355
	Iteration 90Q: 3 clusters Score -2672601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2672609.250000 Penalty: 4954.714355
	Iteration 91Q: 3 clusters Score -2672609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2672611.000000 Penalty: 4954.714355
	Iteration 92Q: 3 clusters Score -2672611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2672617.000000 Penalty: 4954.714355
	Iteration 93Q: 3 clusters Score -2672617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2672619.000000 Penalty: 4954.714355
	Iteration 94Q: 3 clusters Score -2672619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2672622.000000 Penalty: 4954.714355
	Iteration 95Q: 3 clusters Score -2672622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2672626.250000 Penalty: 4954.714355
	Iteration 96Q: 3 clusters Score -2672626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2672623.750000 Penalty: 4954.714355
	Iteration 97Q: 3 clusters Score -2672624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2672631.500000 Penalty: 4954.714355
	Iteration 98Q: 3 clusters Score -2672632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2672631.250000 Penalty: 4954.714355
	Iteration 99Q: 3 clusters Score -2672631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2672631.250000 Penalty: 4954.714355
	Iteration 100F: 3 clusters Score -2672631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2672631.750000 Penalty: 4954.714355
	Iteration 101Q: 3 clusters Score -2672632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2672629.500000 Penalty: 4954.714355
	Iteration 102Q: 3 clusters Score -2672630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2672631.750000 Penalty: 4954.714355
	Iteration 103Q: 3 clusters Score -2672632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2672631.500000 Penalty: 4954.714355
	Iteration 104Q: 3 clusters Score -2672632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2672635.250000 Penalty: 4954.714355
	Iteration 105Q: 3 clusters Score -2672635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2672635.250000 Penalty: 4954.714355
	Iteration 106F: 3 clusters Score -2672635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Entering Unmasked Estep 
Score: -3456903.750000 Penalty: 2540.350098
	Iteration 0F: 2 clusters Score -3456904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3437465.250000 Penalty: 5080.700195
	Iteration 0F: 3 clusters Score -3437465 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3444542.000000 Penalty: 5080.700195
	Iteration 1F: 3 clusters Score -3444542 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3445133.750000 Penalty: 5080.700195
	Iteration 2F: 3 clusters Score -3445134 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3445761.000000 Penalty: 5080.700195
	Iteration 3F: 3 clusters Score -3445761 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3446372.000000 Penalty: 5080.700195
	Iteration 4F: 3 clusters Score -3446372 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3447043.750000 Penalty: 5080.700195
	Iteration 5F: 3 clusters Score -3447044 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3447762.000000 Penalty: 5080.700195
	Iteration 6F: 3 clusters Score -3447762 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3448546.750000 Penalty: 5080.700195
	Iteration 7F: 3 clusters Score -3448547 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3449499.250000 Penalty: 5080.700195
	Iteration 8F: 3 clusters Score -3449499 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3450521.250000 Penalty: 5080.700195
	Iteration 9F: 3 clusters Score -3450521 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3451513.000000 Penalty: 5080.700195
	Iteration 10Q: 3 clusters Score -3451513 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3452439.250000 Penalty: 5080.700195
	Iteration 11Q: 3 clusters Score -3452439 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3453158.500000 Penalty: 5080.700195
	Iteration 12Q: 3 clusters Score -3453158 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3453650.750000 Penalty: 5080.700195
	Iteration 13Q: 3 clusters Score -3453651 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3454018.500000 Penalty: 5080.700195
	Iteration 14Q: 3 clusters Score -3454018 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3454221.500000 Penalty: 5080.700195
	Iteration 15Q: 3 clusters Score -3454222 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3454358.750000 Penalty: 5080.700195
	Iteration 16Q: 3 clusters Score -3454359 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3454457.250000 Penalty: 5080.700195
	Iteration 17Q: 3 clusters Score -3454457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3454513.000000 Penalty: 5080.700195
	Iteration 18Q: 3 clusters Score -3454513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3454573.750000 Penalty: 5080.700195
	Iteration 19Q: 3 clusters Score -3454574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3454645.250000 Penalty: 5080.700195
	Iteration 20F: 3 clusters Score -3454645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3454690.500000 Penalty: 5080.700195
	Iteration 21Q: 3 clusters Score -3454690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3454726.000000 Penalty: 5080.700195
	Iteration 22Q: 3 clusters Score -3454726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3454756.250000 Penalty: 5080.700195
	Iteration 23Q: 3 clusters Score -3454756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3454776.750000 Penalty: 5080.700195
	Iteration 24Q: 3 clusters Score -3454777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3454797.000000 Penalty: 5080.700195
	Iteration 25Q: 3 clusters Score -3454797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3454818.500000 Penalty: 5080.700195
	Iteration 26Q: 3 clusters Score -3454818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3454838.750000 Penalty: 5080.700195
	Iteration 27Q: 3 clusters Score -3454839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3454847.750000 Penalty: 5080.700195
	Iteration 28Q: 3 clusters Score -3454848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3454862.750000 Penalty: 5080.700195
	Iteration 29Q: 3 clusters Score -3454863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3454867.500000 Penalty: 5080.700195
	Iteration 30Q: 3 clusters Score -3454868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3454869.500000 Penalty: 5080.700195
	Iteration 31Q: 3 clusters Score -3454870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3454871.000000 Penalty: 5080.700195
	Iteration 32Q: 3 clusters Score -3454871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3454870.750000 Penalty: 5080.700195
	Iteration 33Q: 3 clusters Score -3454871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3454872.250000 Penalty: 5080.700195
	Iteration 34Q: 3 clusters Score -3454872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3454872.750000 Penalty: 5080.700195
	Iteration 35Q: 3 clusters Score -3454873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3454872.750000 Penalty: 5080.700195
	Iteration 36F: 3 clusters Score -3454873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -764055.687500 Penalty: 2178.130127
	Iteration 0F: 2 clusters Score -764055.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -758609.000000 Penalty: 4356.260254
	Iteration 0F: 3 clusters Score -758609 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -759989.750000 Penalty: 4356.260254
	Iteration 1F: 3 clusters Score -759989.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -760291.375000 Penalty: 4356.260254
	Iteration 2F: 3 clusters Score -760291.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -760516.812500 Penalty: 4356.260254
	Iteration 3F: 3 clusters Score -760516.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -760710.625000 Penalty: 4356.260254
	Iteration 4Q: 3 clusters Score -760710.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -760925.750000 Penalty: 4356.260254
	Iteration 5Q: 3 clusters Score -760925.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -761179.750000 Penalty: 4356.260254
	Iteration 6Q: 3 clusters Score -761179.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -761478.687500 Penalty: 4356.260254
	Iteration 7F: 3 clusters Score -761478.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -761754.062500 Penalty: 4356.260254
	Iteration 8F: 3 clusters Score -761754.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -761979.875000 Penalty: 4356.260254
	Iteration 9Q: 3 clusters Score -761979.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -762155.437500 Penalty: 4356.260254
	Iteration 10Q: 3 clusters Score -762155.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -762288.625000 Penalty: 4356.260254
	Iteration 11Q: 3 clusters Score -762288.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -762366.125000 Penalty: 4356.260254
	Iteration 12Q: 3 clusters Score -762366.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -762428.062500 Penalty: 4356.260254
	Iteration 13Q: 3 clusters Score -762428.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -762480.562500 Penalty: 4356.260254
	Iteration 14Q: 3 clusters Score -762480.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -762523.562500 Penalty: 4356.260254
	Iteration 15Q: 3 clusters Score -762523.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -762551.562500 Penalty: 4356.260254
	Iteration 16Q: 3 clusters Score -762551.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -762581.750000 Penalty: 4356.260254
	Iteration 17Q: 3 clusters Score -762581.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -762610.437500 Penalty: 4356.260254
	Iteration 18Q: 3 clusters Score -762610.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -762634.125000 Penalty: 4356.260254
	Iteration 19Q: 3 clusters Score -762634.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -762652.437500 Penalty: 4356.260254
	Iteration 20F: 3 clusters Score -762652.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -762670.062500 Penalty: 4356.260254
	Iteration 21Q: 3 clusters Score -762670.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -762687.187500 Penalty: 4356.260254
	Iteration 22Q: 3 clusters Score -762687.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -762702.937500 Penalty: 4356.260254
	Iteration 23Q: 3 clusters Score -762702.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -762717.750000 Penalty: 4356.260254
	Iteration 24Q: 3 clusters Score -762717.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -762729.875000 Penalty: 4356.260254
	Iteration 25Q: 3 clusters Score -762729.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -762743.750000 Penalty: 4356.260254
	Iteration 26Q: 3 clusters Score -762743.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -762752.812500 Penalty: 4356.260254
	Iteration 27Q: 3 clusters Score -762752.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -762762.187500 Penalty: 4356.260254
	Iteration 28Q: 3 clusters Score -762762.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -762767.125000 Penalty: 4356.260254
	Iteration 29Q: 3 clusters Score -762767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -762772.500000 Penalty: 4356.260254
	Iteration 30Q: 3 clusters Score -762772.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -762777.312500 Penalty: 4356.260254
	Iteration 31Q: 3 clusters Score -762777.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -762780.000000 Penalty: 4356.260254
	Iteration 32Q: 3 clusters Score -762780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -762785.187500 Penalty: 4356.260254
	Iteration 33Q: 3 clusters Score -762785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -762791.625000 Penalty: 4356.260254
	Iteration 34Q: 3 clusters Score -762791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -762798.062500 Penalty: 4356.260254
	Iteration 35Q: 3 clusters Score -762798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -762802.500000 Penalty: 4356.260254
	Iteration 36Q: 3 clusters Score -762802.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -762808.000000 Penalty: 4356.260254
	Iteration 37Q: 3 clusters Score -762808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -762812.125000 Penalty: 4356.260254
	Iteration 38Q: 3 clusters Score -762812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -762818.125000 Penalty: 4356.260254
	Iteration 39Q: 3 clusters Score -762818.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -762821.625000 Penalty: 4356.260254
	Iteration 40F: 3 clusters Score -762821.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -762826.062500 Penalty: 4356.260254
	Iteration 41Q: 3 clusters Score -762826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -762829.687500 Penalty: 4356.260254
	Iteration 42Q: 3 clusters Score -762829.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -762831.937500 Penalty: 4356.260254
	Iteration 43Q: 3 clusters Score -762831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -762837.875000 Penalty: 4356.260254
	Iteration 44Q: 3 clusters Score -762837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -762841.125000 Penalty: 4356.260254
	Iteration 45Q: 3 clusters Score -762841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -762846.750000 Penalty: 4356.260254
	Iteration 46Q: 3 clusters Score -762846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -762849.187500 Penalty: 4356.260254
	Iteration 47Q: 3 clusters Score -762849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -762851.875000 Penalty: 4356.260254
	Iteration 48Q: 3 clusters Score -762851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -762853.125000 Penalty: 4356.260254
	Iteration 49Q: 3 clusters Score -762853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -762854.812500 Penalty: 4356.260254
	Iteration 50Q: 3 clusters Score -762854.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -762857.625000 Penalty: 4356.260254
	Iteration 51Q: 3 clusters Score -762857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -762863.187500 Penalty: 4356.260254
	Iteration 52Q: 3 clusters Score -762863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -762865.812500 Penalty: 4356.260254
	Iteration 53Q: 3 clusters Score -762865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -762866.625000 Penalty: 4356.260254
	Iteration 54Q: 3 clusters Score -762866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -762867.750000 Penalty: 4356.260254
	Iteration 55Q: 3 clusters Score -762867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -762868.500000 Penalty: 4356.260254
	Iteration 56Q: 3 clusters Score -762868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -762867.687500 Penalty: 4356.260254
	Iteration 57Q: 3 clusters Score -762867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -762867.687500 Penalty: 4356.260254
	Iteration 58F: 3 clusters Score -762867.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Entering Unmasked Estep 
Score: -3725891.750000 Penalty: 2563.581299
	Iteration 0F: 2 clusters Score -3725892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3704764.750000 Penalty: 5127.162598
	Iteration 0F: 3 clusters Score -3704765 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3712733.500000 Penalty: 5127.162598
	Iteration 1F: 3 clusters Score -3712734 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3713902.000000 Penalty: 5127.162598
	Iteration 2F: 3 clusters Score -3713902 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3715115.000000 Penalty: 5127.162598
	Iteration 3F: 3 clusters Score -3715115 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3716399.000000 Penalty: 5127.162598
	Iteration 4F: 3 clusters Score -3716399 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3717672.750000 Penalty: 5127.162598
	Iteration 5F: 3 clusters Score -3717673 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3718903.000000 Penalty: 5127.162598
	Iteration 6F: 3 clusters Score -3718903 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3720090.750000 Penalty: 5127.162598
	Iteration 7F: 3 clusters Score -3720091 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3721174.250000 Penalty: 5127.162598
	Iteration 8Q: 3 clusters Score -3721174 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3721980.250000 Penalty: 5127.162598
	Iteration 9Q: 3 clusters Score -3721980 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3722719.750000 Penalty: 5127.162598
	Iteration 10Q: 3 clusters Score -3722720 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3723295.000000 Penalty: 5127.162598
	Iteration 11Q: 3 clusters Score -3723295 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3723729.500000 Penalty: 5127.162598
	Iteration 12Q: 3 clusters Score -3723730 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3724017.500000 Penalty: 5127.162598
	Iteration 13Q: 3 clusters Score -3724018 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3724225.000000 Penalty: 5127.162598
	Iteration 14Q: 3 clusters Score -3724225 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3724403.750000 Penalty: 5127.162598
	Iteration 15Q: 3 clusters Score -3724404 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3724554.750000 Penalty: 5127.162598
	Iteration 16Q: 3 clusters Score -3724555 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3724708.250000 Penalty: 5127.162598
	Iteration 17Q: 3 clusters Score -3724708 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3724839.500000 Penalty: 5127.162598
	Iteration 18Q: 3 clusters Score -3724840 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3724929.750000 Penalty: 5127.162598
	Iteration 19Q: 3 clusters Score -3724930 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3725022.000000 Penalty: 5127.162598
	Iteration 20F: 3 clusters Score -3725022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3725104.250000 Penalty: 5127.162598
	Iteration 21Q: 3 clusters Score -3725104 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3725183.500000 Penalty: 5127.162598
	Iteration 22Q: 3 clusters Score -3725184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3725270.250000 Penalty: 5127.162598
	Iteration 23Q: 3 clusters Score -3725270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3725331.500000 Penalty: 5127.162598
	Iteration 24Q: 3 clusters Score -3725332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3725369.000000 Penalty: 5127.162598
	Iteration 25Q: 3 clusters Score -3725369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3725399.250000 Penalty: 5127.162598
	Iteration 26Q: 3 clusters Score -3725399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3725432.750000 Penalty: 5127.162598
	Iteration 27Q: 3 clusters Score -3725433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3725471.500000 Penalty: 5127.162598
	Iteration 28Q: 3 clusters Score -3725472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3725504.750000 Penalty: 5127.162598
	Iteration 29Q: 3 clusters Score -3725505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3725529.750000 Penalty: 5127.162598
	Iteration 30Q: 3 clusters Score -3725530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3725555.250000 Penalty: 5127.162598
	Iteration 31Q: 3 clusters Score -3725555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3725568.500000 Penalty: 5127.162598
	Iteration 32Q: 3 clusters Score -3725568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3725584.000000 Penalty: 5127.162598
	Iteration 33Q: 3 clusters Score -3725584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3725593.750000 Penalty: 5127.162598
	Iteration 34Q: 3 clusters Score -3725594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3725609.750000 Penalty: 5127.162598
	Iteration 35Q: 3 clusters Score -3725610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3725619.000000 Penalty: 5127.162598
	Iteration 36Q: 3 clusters Score -3725619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3725632.750000 Penalty: 5127.162598
	Iteration 37Q: 3 clusters Score -3725633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3725639.250000 Penalty: 5127.162598
	Iteration 38Q: 3 clusters Score -3725639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3725644.750000 Penalty: 5127.162598
	Iteration 39Q: 3 clusters Score -3725645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3725647.000000 Penalty: 5127.162598
	Iteration 40F: 3 clusters Score -3725647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -3725654.000000 Penalty: 5127.162598
	Iteration 41Q: 3 clusters Score -3725654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3725651.250000 Penalty: 5127.162598
	Iteration 42Q: 3 clusters Score -3725651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3725654.500000 Penalty: 5127.162598
	Iteration 43Q: 3 clusters Score -3725654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3725653.750000 Penalty: 5127.162598
	Iteration 44Q: 3 clusters Score -3725654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3725654.500000 Penalty: 5127.162598
	Iteration 45Q: 3 clusters Score -3725654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3725654.500000 Penalty: 5127.162598
	Iteration 46F: 3 clusters Score -3725654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Entering Unmasked Estep 
Score: -4395671.000000 Penalty: 2608.288818
	Iteration 0F: 2 clusters Score -4395671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4370539.000000 Penalty: 5216.577637
	Iteration 0F: 3 clusters Score -4370539 nChanged 16732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4379708.500000 Penalty: 5216.577637
	Iteration 1F: 3 clusters Score -4379708 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4380351.500000 Penalty: 5216.577637
	Iteration 2Q: 3 clusters Score -4380352 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4381006.500000 Penalty: 5216.577637
	Iteration 3Q: 3 clusters Score -4381006 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4381779.500000 Penalty: 5216.577637
	Iteration 4Q: 3 clusters Score -4381780 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4382637.500000 Penalty: 5216.577637
	Iteration 5Q: 3 clusters Score -4382638 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4383785.500000 Penalty: 5216.577637
	Iteration 6F: 3 clusters Score -4383786 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -4385310.500000 Penalty: 5216.577637
	Iteration 7F: 3 clusters Score -4385310 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4387247.500000 Penalty: 5216.577637
	Iteration 8F: 3 clusters Score -4387248 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4389003.000000 Penalty: 5216.577637
	Iteration 9F: 3 clusters Score -4389003 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4390323.500000 Penalty: 5216.577637
	Iteration 10Q: 3 clusters Score -4390324 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4391219.000000 Penalty: 5216.577637
	Iteration 11Q: 3 clusters Score -4391219 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4391820.000000 Penalty: 5216.577637
	Iteration 12Q: 3 clusters Score -4391820 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4392242.500000 Penalty: 5216.577637
	Iteration 13Q: 3 clusters Score -4392242 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4392559.000000 Penalty: 5216.577637
	Iteration 14Q: 3 clusters Score -4392559 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4392769.000000 Penalty: 5216.577637
	Iteration 15Q: 3 clusters Score -4392769 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4392934.000000 Penalty: 5216.577637
	Iteration 16Q: 3 clusters Score -4392934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4393054.500000 Penalty: 5216.577637
	Iteration 17Q: 3 clusters Score -4393054 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4393134.000000 Penalty: 5216.577637
	Iteration 18Q: 3 clusters Score -4393134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4393200.000000 Penalty: 5216.577637
	Iteration 19Q: 3 clusters Score -4393200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4393260.500000 Penalty: 5216.577637
	Iteration 20F: 3 clusters Score -4393260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4393320.000000 Penalty: 5216.577637
	Iteration 21Q: 3 clusters Score -4393320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4393369.500000 Penalty: 5216.577637
	Iteration 22Q: 3 clusters Score -4393370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4393408.000000 Penalty: 5216.577637
	Iteration 23Q: 3 clusters Score -4393408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -4393446.500000 Penalty: 5216.577637
	Iteration 24Q: 3 clusters Score -4393446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4393488.500000 Penalty: 5216.577637
	Iteration 25Q: 3 clusters Score -4393488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4393533.500000 Penalty: 5216.577637
	Iteration 26Q: 3 clusters Score -4393534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4393557.500000 Penalty: 5216.577637
	Iteration 27Q: 3 clusters Score -4393558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4393577.000000 Penalty: 5216.577637
	Iteration 28Q: 3 clusters Score -4393577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4393586.500000 Penalty: 5216.577637
	Iteration 29Q: 3 clusters Score -4393586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4393608.000000 Penalty: 5216.577637
	Iteration 30Q: 3 clusters Score -4393608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4393622.000000 Penalty: 5216.577637
	Iteration 31Q: 3 clusters Score -4393622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4393653.500000 Penalty: 5216.577637
	Iteration 32Q: 3 clusters Score -4393654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4393656.000000 Penalty: 5216.577637
	Iteration 33Q: 3 clusters Score -4393656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -4393664.000000 Penalty: 5216.577637
	Iteration 34Q: 3 clusters Score -4393664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4393665.000000 Penalty: 5216.577637
	Iteration 35Q: 3 clusters Score -4393665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4393670.000000 Penalty: 5216.577637
	Iteration 36Q: 3 clusters Score -4393670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4393667.500000 Penalty: 5216.577637
	Iteration 37Q: 3 clusters Score -4393668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4393668.500000 Penalty: 5216.577637
	Iteration 38Q: 3 clusters Score -4393668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4393668.500000 Penalty: 5216.577637
	Iteration 39F: 3 clusters Score -4393668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -803828.187500 Penalty: 2199.436279
	Iteration 0F: 2 clusters Score -803828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -798041.250000 Penalty: 4398.872559
	Iteration 0F: 3 clusters Score -798041.2 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -799945.437500 Penalty: 4398.872559
	Iteration 1F: 3 clusters Score -799945.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -800469.000000 Penalty: 4398.872559
	Iteration 2F: 3 clusters Score -800469 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -800834.312500 Penalty: 4398.872559
	Iteration 3F: 3 clusters Score -800834.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -801079.625000 Penalty: 4398.872559
	Iteration 4F: 3 clusters Score -801079.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -801308.062500 Penalty: 4398.872559
	Iteration 5Q: 3 clusters Score -801308.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -801537.437500 Penalty: 4398.872559
	Iteration 6Q: 3 clusters Score -801537.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -801791.687500 Penalty: 4398.872559
	Iteration 7Q: 3 clusters Score -801791.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -802020.437500 Penalty: 4398.872559
	Iteration 8Q: 3 clusters Score -802020.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -802183.625000 Penalty: 4398.872559
	Iteration 9Q: 3 clusters Score -802183.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -802293.187500 Penalty: 4398.872559
	Iteration 10Q: 3 clusters Score -802293.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -802364.750000 Penalty: 4398.872559
	Iteration 11Q: 3 clusters Score -802364.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -802412.187500 Penalty: 4398.872559
	Iteration 12Q: 3 clusters Score -802412.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -802439.687500 Penalty: 4398.872559
	Iteration 13Q: 3 clusters Score -802439.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -802458.687500 Penalty: 4398.872559
	Iteration 14Q: 3 clusters Score -802458.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -802467.250000 Penalty: 4398.872559
	Iteration 15Q: 3 clusters Score -802467.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -802474.625000 Penalty: 4398.872559
	Iteration 16Q: 3 clusters Score -802474.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -802478.375000 Penalty: 4398.872559
	Iteration 17Q: 3 clusters Score -802478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -802483.750000 Penalty: 4398.872559
	Iteration 18Q: 3 clusters Score -802483.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -802487.437500 Penalty: 4398.872559
	Iteration 19Q: 3 clusters Score -802487.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -802492.500000 Penalty: 4398.872559
	Iteration 20F: 3 clusters Score -802492.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -802495.875000 Penalty: 4398.872559
	Iteration 21Q: 3 clusters Score -802495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -802496.437500 Penalty: 4398.872559
	Iteration 22Q: 3 clusters Score -802496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -802496.500000 Penalty: 4398.872559
	Iteration 23Q: 3 clusters Score -802496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -802500.562500 Penalty: 4398.872559
	Iteration 24Q: 3 clusters Score -802500.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -802500.500000 Penalty: 4398.872559
	Iteration 25Q: 3 clusters Score -802500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -802502.437500 Penalty: 4398.872559
	Iteration 26Q: 3 clusters Score -802502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -802502.062500 Penalty: 4398.872559
	Iteration 27Q: 3 clusters Score -802502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -802503.250000 Penalty: 4398.872559
	Iteration 28Q: 3 clusters Score -802503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -802504.687500 Penalty: 4398.872559
	Iteration 29Q: 3 clusters Score -802504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -802503.500000 Penalty: 4398.872559
	Iteration 30Q: 3 clusters Score -802503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -802504.000000 Penalty: 4398.872559
	Iteration 31Q: 3 clusters Score -802504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -802504.000000 Penalty: 4398.872559
	Iteration 32F: 3 clusters Score -802504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Entering Unmasked Estep 
Score: -2207607.000000 Penalty: 2445.630859
	Iteration 0F: 2 clusters Score -2207607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2194168.500000 Penalty: 4891.261719
	Iteration 0F: 3 clusters Score -2194168 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2199005.000000 Penalty: 4891.261719
	Iteration 1F: 3 clusters Score -2199005 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2199755.500000 Penalty: 4891.261719
	Iteration 2F: 3 clusters Score -2199756 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2200615.500000 Penalty: 4891.261719
	Iteration 3F: 3 clusters Score -2200616 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2201497.250000 Penalty: 4891.261719
	Iteration 4F: 3 clusters Score -2201497 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2202352.500000 Penalty: 4891.261719
	Iteration 5F: 3 clusters Score -2202352 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2203093.000000 Penalty: 4891.261719
	Iteration 6F: 3 clusters Score -2203093 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2203663.250000 Penalty: 4891.261719
	Iteration 7F: 3 clusters Score -2203663 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2204052.500000 Penalty: 4891.261719
	Iteration 8Q: 3 clusters Score -2204052 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2204307.000000 Penalty: 4891.261719
	Iteration 9Q: 3 clusters Score -2204307 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2204482.750000 Penalty: 4891.261719
	Iteration 10Q: 3 clusters Score -2204483 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2204603.250000 Penalty: 4891.261719
	Iteration 11Q: 3 clusters Score -2204603 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2204685.750000 Penalty: 4891.261719
	Iteration 12Q: 3 clusters Score -2204686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2204743.000000 Penalty: 4891.261719
	Iteration 13Q: 3 clusters Score -2204743 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2204801.000000 Penalty: 4891.261719
	Iteration 14Q: 3 clusters Score -2204801 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2204831.250000 Penalty: 4891.261719
	Iteration 15Q: 3 clusters Score -2204831 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2204860.750000 Penalty: 4891.261719
	Iteration 16Q: 3 clusters Score -2204861 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2204884.000000 Penalty: 4891.261719
	Iteration 17Q: 3 clusters Score -2204884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2204897.750000 Penalty: 4891.261719
	Iteration 18Q: 3 clusters Score -2204898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2204912.250000 Penalty: 4891.261719
	Iteration 19Q: 3 clusters Score -2204912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2204919.500000 Penalty: 4891.261719
	Iteration 20F: 3 clusters Score -2204920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2204940.250000 Penalty: 4891.261719
	Iteration 21Q: 3 clusters Score -2204940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2204953.500000 Penalty: 4891.261719
	Iteration 22Q: 3 clusters Score -2204954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2204952.750000 Penalty: 4891.261719
	Iteration 23Q: 3 clusters Score -2204953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2204959.000000 Penalty: 4891.261719
	Iteration 24Q: 3 clusters Score -2204959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2204963.750000 Penalty: 4891.261719
	Iteration 25Q: 3 clusters Score -2204964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2204968.250000 Penalty: 4891.261719
	Iteration 26Q: 3 clusters Score -2204968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2204968.750000 Penalty: 4891.261719
	Iteration 27Q: 3 clusters Score -2204969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2204975.500000 Penalty: 4891.261719
	Iteration 28Q: 3 clusters Score -2204976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2204980.000000 Penalty: 4891.261719
	Iteration 29Q: 3 clusters Score -2204980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2204991.750000 Penalty: 4891.261719
	Iteration 30Q: 3 clusters Score -2204992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2204995.500000 Penalty: 4891.261719
	Iteration 31Q: 3 clusters Score -2204996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2204995.500000 Penalty: 4891.261719
	Iteration 32Q: 3 clusters Score -2204996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2204998.000000 Penalty: 4891.261719
	Iteration 33Q: 3 clusters Score -2204998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2205013.250000 Penalty: 4891.261719
	Iteration 34Q: 3 clusters Score -2205013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2205023.250000 Penalty: 4891.261719
	Iteration 35Q: 3 clusters Score -2205023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2205028.250000 Penalty: 4891.261719
	Iteration 36Q: 3 clusters Score -2205028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2205028.500000 Penalty: 4891.261719
	Iteration 37Q: 3 clusters Score -2205028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2205033.500000 Penalty: 4891.261719
	Iteration 38Q: 3 clusters Score -2205034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2205047.750000 Penalty: 4891.261719
	Iteration 39Q: 3 clusters Score -2205048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2205047.750000 Penalty: 4891.261719
	Iteration 40F: 3 clusters Score -2205048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2205056.750000 Penalty: 4891.261719
	Iteration 41Q: 3 clusters Score -2205057 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2205065.250000 Penalty: 4891.261719
	Iteration 42Q: 3 clusters Score -2205065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2205075.000000 Penalty: 4891.261719
	Iteration 43Q: 3 clusters Score -2205075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2205078.500000 Penalty: 4891.261719
	Iteration 44Q: 3 clusters Score -2205078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2205095.750000 Penalty: 4891.261719
	Iteration 45Q: 3 clusters Score -2205096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2205105.500000 Penalty: 4891.261719
	Iteration 46Q: 3 clusters Score -2205106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2205108.000000 Penalty: 4891.261719
	Iteration 47Q: 3 clusters Score -2205108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2205117.750000 Penalty: 4891.261719
	Iteration 48Q: 3 clusters Score -2205118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2205123.250000 Penalty: 4891.261719
	Iteration 49Q: 3 clusters Score -2205123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2205123.500000 Penalty: 4891.261719
	Iteration 50Q: 3 clusters Score -2205124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2205125.750000 Penalty: 4891.261719
	Iteration 51Q: 3 clusters Score -2205126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2205143.250000 Penalty: 4891.261719
	Iteration 52Q: 3 clusters Score -2205143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2205149.750000 Penalty: 4891.261719
	Iteration 53Q: 3 clusters Score -2205150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2205160.000000 Penalty: 4891.261719
	Iteration 54Q: 3 clusters Score -2205160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2205163.500000 Penalty: 4891.261719
	Iteration 55Q: 3 clusters Score -2205164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2205165.000000 Penalty: 4891.261719
	Iteration 56Q: 3 clusters Score -2205165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2205174.750000 Penalty: 4891.261719
	Iteration 57Q: 3 clusters Score -2205175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2205178.500000 Penalty: 4891.261719
	Iteration 58Q: 3 clusters Score -2205178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2205184.750000 Penalty: 4891.261719
	Iteration 59Q: 3 clusters Score -2205185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2205194.500000 Penalty: 4891.261719
	Iteration 60F: 3 clusters Score -2205194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2205192.750000 Penalty: 4891.261719
	Iteration 61Q: 3 clusters Score -2205193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2205196.250000 Penalty: 4891.261719
	Iteration 62Q: 3 clusters Score -2205196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2205198.250000 Penalty: 4891.261719
	Iteration 63Q: 3 clusters Score -2205198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2205202.500000 Penalty: 4891.261719
	Iteration 64Q: 3 clusters Score -2205202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2205199.250000 Penalty: 4891.261719
	Iteration 65Q: 3 clusters Score -2205199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2205201.000000 Penalty: 4891.261719
	Iteration 66Q: 3 clusters Score -2205201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2205205.250000 Penalty: 4891.261719
	Iteration 67Q: 3 clusters Score -2205205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2205207.500000 Penalty: 4891.261719
	Iteration 68Q: 3 clusters Score -2205208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2205208.250000 Penalty: 4891.261719
	Iteration 69Q: 3 clusters Score -2205208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2205212.000000 Penalty: 4891.261719
	Iteration 70Q: 3 clusters Score -2205212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2205212.250000 Penalty: 4891.261719
	Iteration 71Q: 3 clusters Score -2205212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2205220.500000 Penalty: 4891.261719
	Iteration 72Q: 3 clusters Score -2205220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2205228.750000 Penalty: 4891.261719
	Iteration 73Q: 3 clusters Score -2205229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2205233.250000 Penalty: 4891.261719
	Iteration 74Q: 3 clusters Score -2205233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2205234.250000 Penalty: 4891.261719
	Iteration 75Q: 3 clusters Score -2205234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2205235.500000 Penalty: 4891.261719
	Iteration 76Q: 3 clusters Score -2205236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2205238.750000 Penalty: 4891.261719
	Iteration 77Q: 3 clusters Score -2205239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2205246.750000 Penalty: 4891.261719
	Iteration 78Q: 3 clusters Score -2205247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2205249.750000 Penalty: 4891.261719
	Iteration 79Q: 3 clusters Score -2205250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2205247.000000 Penalty: 4891.261719
	Iteration 80F: 3 clusters Score -2205247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2205252.500000 Penalty: 4891.261719
	Iteration 81Q: 3 clusters Score -2205252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2205251.250000 Penalty: 4891.261719
	Iteration 82Q: 3 clusters Score -2205251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2205259.250000 Penalty: 4891.261719
	Iteration 83Q: 3 clusters Score -2205259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2205258.500000 Penalty: 4891.261719
	Iteration 84Q: 3 clusters Score -2205258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2205267.000000 Penalty: 4891.261719
	Iteration 85Q: 3 clusters Score -2205267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2205273.250000 Penalty: 4891.261719
	Iteration 86Q: 3 clusters Score -2205273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2205270.750000 Penalty: 4891.261719
	Iteration 87Q: 3 clusters Score -2205271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2205277.500000 Penalty: 4891.261719
	Iteration 88Q: 3 clusters Score -2205278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2205280.000000 Penalty: 4891.261719
	Iteration 89Q: 3 clusters Score -2205280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2205280.750000 Penalty: 4891.261719
	Iteration 90Q: 3 clusters Score -2205281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2205285.250000 Penalty: 4891.261719
	Iteration 91Q: 3 clusters Score -2205285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2205283.250000 Penalty: 4891.261719
	Iteration 92Q: 3 clusters Score -2205283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2205287.000000 Penalty: 4891.261719
	Iteration 93Q: 3 clusters Score -2205287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2205294.000000 Penalty: 4891.261719
	Iteration 94Q: 3 clusters Score -2205294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2205300.500000 Penalty: 4891.261719
	Iteration 95Q: 3 clusters Score -2205300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2205305.500000 Penalty: 4891.261719
	Iteration 96Q: 3 clusters Score -2205306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2205303.250000 Penalty: 4891.261719
	Iteration 97Q: 3 clusters Score -2205303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2205312.250000 Penalty: 4891.261719
	Iteration 98Q: 3 clusters Score -2205312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2205308.500000 Penalty: 4891.261719
	Iteration 99Q: 3 clusters Score -2205308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2205313.500000 Penalty: 4891.261719
	Iteration 100F: 3 clusters Score -2205314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2205310.250000 Penalty: 4891.261719
	Iteration 101Q: 3 clusters Score -2205310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2205321.500000 Penalty: 4891.261719
	Iteration 102Q: 3 clusters Score -2205322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2205326.250000 Penalty: 4891.261719
	Iteration 103Q: 3 clusters Score -2205326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2205327.000000 Penalty: 4891.261719
	Iteration 104Q: 3 clusters Score -2205327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2205323.750000 Penalty: 4891.261719
	Iteration 105Q: 3 clusters Score -2205324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2205323.500000 Penalty: 4891.261719
	Iteration 106Q: 3 clusters Score -2205324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2205328.750000 Penalty: 4891.261719
	Iteration 107Q: 3 clusters Score -2205329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2205331.500000 Penalty: 4891.261719
	Iteration 108Q: 3 clusters Score -2205332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2205333.750000 Penalty: 4891.261719
	Iteration 109Q: 3 clusters Score -2205334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2205333.000000 Penalty: 4891.261719
	Iteration 110Q: 3 clusters Score -2205333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2205329.000000 Penalty: 4891.261719
	Iteration 111Q: 3 clusters Score -2205329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2205334.750000 Penalty: 4891.261719
	Iteration 112Q: 3 clusters Score -2205335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2205337.750000 Penalty: 4891.261719
	Iteration 113Q: 3 clusters Score -2205338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2205339.750000 Penalty: 4891.261719
	Iteration 114Q: 3 clusters Score -2205340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2205337.250000 Penalty: 4891.261719
	Iteration 115Q: 3 clusters Score -2205337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2205338.500000 Penalty: 4891.261719
	Iteration 116Q: 3 clusters Score -2205338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2205338.500000 Penalty: 4891.261719
	Iteration 117F: 3 clusters Score -2205338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -358198.625000 Penalty: 1998.778931
	Iteration 0F: 2 clusters Score -358198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -354821.062500 Penalty: 3997.557861
	Iteration 0F: 3 clusters Score -354821.1 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -355618.187500 Penalty: 3997.557861
	Iteration 1F: 3 clusters Score -355618.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -356000.687500 Penalty: 3997.557861
	Iteration 2F: 3 clusters Score -356000.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -356255.500000 Penalty: 3997.557861
	Iteration 3F: 3 clusters Score -356255.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -356436.250000 Penalty: 3997.557861
	Iteration 4F: 3 clusters Score -356436.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -356576.750000 Penalty: 3997.557861
	Iteration 5Q: 3 clusters Score -356576.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -356674.218750 Penalty: 3997.557861
	Iteration 6Q: 3 clusters Score -356674.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -356751.375000 Penalty: 3997.557861
	Iteration 7Q: 3 clusters Score -356751.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -356817.281250 Penalty: 3997.557861
	Iteration 8Q: 3 clusters Score -356817.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -356877.625000 Penalty: 3997.557861
	Iteration 9Q: 3 clusters Score -356877.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -356913.625000 Penalty: 3997.557861
	Iteration 10Q: 3 clusters Score -356913.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -356938.000000 Penalty: 3997.557861
	Iteration 11Q: 3 clusters Score -356938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -356962.187500 Penalty: 3997.557861
	Iteration 12Q: 3 clusters Score -356962.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -356978.625000 Penalty: 3997.557861
	Iteration 13Q: 3 clusters Score -356978.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -356994.093750 Penalty: 3997.557861
	Iteration 14Q: 3 clusters Score -356994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -357005.968750 Penalty: 3997.557861
	Iteration 15Q: 3 clusters Score -357006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -357017.937500 Penalty: 3997.557861
	Iteration 16Q: 3 clusters Score -357017.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -357027.406250 Penalty: 3997.557861
	Iteration 17Q: 3 clusters Score -357027.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -357035.687500 Penalty: 3997.557861
	Iteration 18Q: 3 clusters Score -357035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -357041.375000 Penalty: 3997.557861
	Iteration 19Q: 3 clusters Score -357041.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -357046.312500 Penalty: 3997.557861
	Iteration 20F: 3 clusters Score -357046.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -357051.843750 Penalty: 3997.557861
	Iteration 21Q: 3 clusters Score -357051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -357054.625000 Penalty: 3997.557861
	Iteration 22Q: 3 clusters Score -357054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -357057.437500 Penalty: 3997.557861
	Iteration 23Q: 3 clusters Score -357057.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -357060.531250 Penalty: 3997.557861
	Iteration 24Q: 3 clusters Score -357060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -357062.562500 Penalty: 3997.557861
	Iteration 25Q: 3 clusters Score -357062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -357065.937500 Penalty: 3997.557861
	Iteration 26Q: 3 clusters Score -357065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -357068.062500 Penalty: 3997.557861
	Iteration 27Q: 3 clusters Score -357068.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -357070.875000 Penalty: 3997.557861
	Iteration 28Q: 3 clusters Score -357070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -357074.687500 Penalty: 3997.557861
	Iteration 29Q: 3 clusters Score -357074.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -357079.625000 Penalty: 3997.557861
	Iteration 30Q: 3 clusters Score -357079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -357084.156250 Penalty: 3997.557861
	Iteration 31Q: 3 clusters Score -357084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -357088.062500 Penalty: 3997.557861
	Iteration 32Q: 3 clusters Score -357088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -357090.875000 Penalty: 3997.557861
	Iteration 33Q: 3 clusters Score -357090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -357093.093750 Penalty: 3997.557861
	Iteration 34Q: 3 clusters Score -357093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -357093.093750 Penalty: 3997.557861
	Iteration 35Q: 3 clusters Score -357093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -357095.218750 Penalty: 3997.557861
	Iteration 36Q: 3 clusters Score -357095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -357098.062500 Penalty: 3997.557861
	Iteration 37Q: 3 clusters Score -357098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -357098.937500 Penalty: 3997.557861
	Iteration 38Q: 3 clusters Score -357098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -357101.093750 Penalty: 3997.557861
	Iteration 39Q: 3 clusters Score -357101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -357102.187500 Penalty: 3997.557861
	Iteration 40F: 3 clusters Score -357102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -357103.625000 Penalty: 3997.557861
	Iteration 41Q: 3 clusters Score -357103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -357105.250000 Penalty: 3997.557861
	Iteration 42Q: 3 clusters Score -357105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -357107.437500 Penalty: 3997.557861
	Iteration 43Q: 3 clusters Score -357107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -357110.468750 Penalty: 3997.557861
	Iteration 44Q: 3 clusters Score -357110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -357112.000000 Penalty: 3997.557861
	Iteration 45Q: 3 clusters Score -357112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -357114.812500 Penalty: 3997.557861
	Iteration 46Q: 3 clusters Score -357114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -357115.750000 Penalty: 3997.557861
	Iteration 47Q: 3 clusters Score -357115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -357117.843750 Penalty: 3997.557861
	Iteration 48Q: 3 clusters Score -357117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -357119.875000 Penalty: 3997.557861
	Iteration 49Q: 3 clusters Score -357119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -357122.968750 Penalty: 3997.557861
	Iteration 50Q: 3 clusters Score -357123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -357124.875000 Penalty: 3997.557861
	Iteration 51Q: 3 clusters Score -357124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -357126.812500 Penalty: 3997.557861
	Iteration 52Q: 3 clusters Score -357126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -357128.062500 Penalty: 3997.557861
	Iteration 53Q: 3 clusters Score -357128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -357128.937500 Penalty: 3997.557861
	Iteration 54Q: 3 clusters Score -357128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -357128.937500 Penalty: 3997.557861
	Iteration 55F: 3 clusters Score -357128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173900 members 
Entering Unmasked Estep 
Score: -21589028.000000 Penalty: 2992.426514
	Iteration 0F: 2 clusters Score -2.158903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -21474358.000000 Penalty: 5984.853027
	Iteration 0F: 3 clusters Score -2.147436e+07 nChanged 83372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -21524960.000000 Penalty: 5984.853027
	Iteration 1F: 3 clusters Score -2.152496e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -21528626.000000 Penalty: 5984.853027
	Iteration 2Q: 3 clusters Score -2.152863e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114609 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -21535514.000000 Penalty: 5984.853027
	Iteration 3F: 3 clusters Score -2.153551e+07 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -21546082.000000 Penalty: 5984.853027
	Iteration 4F: 3 clusters Score -2.154608e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -21559644.000000 Penalty: 5984.853027
	Iteration 5F: 3 clusters Score -2.155964e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154799 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -21571476.000000 Penalty: 5984.853027
	Iteration 6F: 3 clusters Score -2.157148e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163790 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -21579054.000000 Penalty: 5984.853027
	Iteration 7F: 3 clusters Score -2.157905e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -21582958.000000 Penalty: 5984.853027
	Iteration 8Q: 3 clusters Score -2.158296e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -21584928.000000 Penalty: 5984.853027
	Iteration 9Q: 3 clusters Score -2.158493e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21585818.000000 Penalty: 5984.853027
	Iteration 10Q: 3 clusters Score -2.158582e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173299 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21586066.000000 Penalty: 5984.853027
	Iteration 11Q: 3 clusters Score -2.158607e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21586214.000000 Penalty: 5984.853027
	Iteration 12Q: 3 clusters Score -2.158621e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21586310.000000 Penalty: 5984.853027
	Iteration 13Q: 3 clusters Score -2.158631e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173529 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21586358.000000 Penalty: 5984.853027
	Iteration 14Q: 3 clusters Score -2.158636e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21586374.000000 Penalty: 5984.853027
	Iteration 15Q: 3 clusters Score -2.158637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173557 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21586388.000000 Penalty: 5984.853027
	Iteration 16Q: 3 clusters Score -2.158639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21586414.000000 Penalty: 5984.853027
	Iteration 17Q: 3 clusters Score -2.158641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173572 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21586428.000000 Penalty: 5984.853027
	Iteration 18Q: 3 clusters Score -2.158643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173571 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21586426.000000 Penalty: 5984.853027
	Iteration 19Q: 3 clusters Score -2.158643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173568 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21586444.000000 Penalty: 5984.853027
	Iteration 20F: 3 clusters Score -2.158644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21586438.000000 Penalty: 5984.853027
	Iteration 21Q: 3 clusters Score -2.158644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173566 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21586436.000000 Penalty: 5984.853027
	Iteration 22Q: 3 clusters Score -2.158644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21586438.000000 Penalty: 5984.853027
	Iteration 23Q: 3 clusters Score -2.158644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173568 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21586442.000000 Penalty: 5984.853027
	Iteration 24Q: 3 clusters Score -2.158644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21586442.000000 Penalty: 5984.853027
	Iteration 25Q: 3 clusters Score -2.158644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21586442.000000 Penalty: 5984.853027
	Iteration 26Q: 3 clusters Score -2.158644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21586454.000000 Penalty: 5984.853027
	Iteration 27Q: 3 clusters Score -2.158645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21586450.000000 Penalty: 5984.853027
	Iteration 28Q: 3 clusters Score -2.158645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21586450.000000 Penalty: 5984.853027
	Iteration 29F: 3 clusters Score -2.158645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71841.578125 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71841.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70251.968750 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -70251.97 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70711.695312 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70711.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71040.203125 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -71040.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -71319.617188 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -71319.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71740.914062 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -71740.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -72022.695312 Penalty: 3225.383789
	Iteration 5F: 3 clusters Score -72022.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -72210.156250 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -72210.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72382.765625 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -72382.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72522.843750 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -72522.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72522.843750 Penalty: 3225.383789
	Iteration 9F: 3 clusters Score -72522.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 171995 members 
Mstep: Class 4 contains 18139 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56024 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25755 members 
Mstep: Class 10 contains 183411 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 28095 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 30854 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 19176 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 173900 members 
Mstep: Class 20 contains 164 members 
Mstep: Class 21 contains 173566 members 
Mstep: Class 22 contains 17330 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11107 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 503 members 
Entering Unmasked Estep 
Score: -124229560.000000 Penalty: 92743.140625
Splitting cluster 20 changes total score from -124230440.000000 to -124229560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (173566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173566 members 
Entering Unmasked Estep 
Score: -21354566.000000 Penalty: 2991.949707
	Iteration 0F: 2 clusters Score -2.135457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -21240628.000000 Penalty: 5983.899414
	Iteration 0F: 3 clusters Score -2.124063e+07 nChanged 83238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -21288444.000000 Penalty: 5983.899414
	Iteration 1F: 3 clusters Score -2.128844e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 90326 members 
Entering Unmasked Estep 
Score: -21289370.000000 Penalty: 5983.899414
	Iteration 2Q: 3 clusters Score -2.128937e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -21290562.000000 Penalty: 5983.899414
	Iteration 3Q: 3 clusters Score -2.129056e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -21291820.000000 Penalty: 5983.899414
	Iteration 4Q: 3 clusters Score -2.129182e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -21293936.000000 Penalty: 5983.899414
	Iteration 5Q: 3 clusters Score -2.129394e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -21297496.000000 Penalty: 5983.899414
	Iteration 6Q: 3 clusters Score -2.12975e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -21303792.000000 Penalty: 5983.899414
	Iteration 7F: 3 clusters Score -2.130379e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 131848 members 
Entering Unmasked Estep 
Score: -21314626.000000 Penalty: 5983.899414
	Iteration 8F: 3 clusters Score -2.131463e+07 nChanged 15939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -21329596.000000 Penalty: 5983.899414
	Iteration 9F: 3 clusters Score -2.13296e+07 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -21343114.000000 Penalty: 5983.899414
	Iteration 10F: 3 clusters Score -2.134311e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -21349332.000000 Penalty: 5983.899414
	Iteration 11Q: 3 clusters Score -2.134933e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 172269 members 
Entering Unmasked Estep 
Score: -21351106.000000 Penalty: 5983.899414
	Iteration 12Q: 3 clusters Score -2.135111e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -21351650.000000 Penalty: 5983.899414
	Iteration 13Q: 3 clusters Score -2.135165e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 173121 members 
Entering Unmasked Estep 
Score: -21351788.000000 Penalty: 5983.899414
	Iteration 14Q: 3 clusters Score -2.135179e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 173196 members 
Entering Unmasked Estep 
Score: -21351872.000000 Penalty: 5983.899414
	Iteration 15Q: 3 clusters Score -2.135187e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -21351948.000000 Penalty: 5983.899414
	Iteration 16Q: 3 clusters Score -2.135195e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -21351956.000000 Penalty: 5983.899414
	Iteration 17Q: 3 clusters Score -2.135196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -21351968.000000 Penalty: 5983.899414
	Iteration 18Q: 3 clusters Score -2.135197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 173266 members 
Entering Unmasked Estep 
Score: -21351972.000000 Penalty: 5983.899414
	Iteration 19Q: 3 clusters Score -2.135197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 173268 members 
Entering Unmasked Estep 
Score: -21352026.000000 Penalty: 5983.899414
	Iteration 20F: 3 clusters Score -2.135203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 173267 members 
Entering Unmasked Estep 
Score: -21352034.000000 Penalty: 5983.899414
	Iteration 21Q: 3 clusters Score -2.135203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 173269 members 
Entering Unmasked Estep 
Score: -21352030.000000 Penalty: 5983.899414
	Iteration 22Q: 3 clusters Score -2.135203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 173267 members 
Entering Unmasked Estep 
Score: -21352030.000000 Penalty: 5983.899414
	Iteration 23Q: 3 clusters Score -2.135203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173264 members 
Entering Unmasked Estep 
Score: -21352024.000000 Penalty: 5983.899414
	Iteration 24Q: 3 clusters Score -2.135202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 173263 members 
Entering Unmasked Estep 
Score: -21352026.000000 Penalty: 5983.899414
	Iteration 25Q: 3 clusters Score -2.135203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -21352026.000000 Penalty: 5983.899414
	Iteration 26Q: 3 clusters Score -2.135203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -21352026.000000 Penalty: 5983.899414
	Iteration 27F: 3 clusters Score -2.135203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Entering Unmasked Estep 
Score: -2131594.000000 Penalty: 2420.528320
	Iteration 0F: 2 clusters Score -2131594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2119251.750000 Penalty: 4841.056641
	Iteration 0F: 3 clusters Score -2119252 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2123256.750000 Penalty: 4841.056641
	Iteration 1F: 3 clusters Score -2123257 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2123689.500000 Penalty: 4841.056641
	Iteration 2F: 3 clusters Score -2123690 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2124042.000000 Penalty: 4841.056641
	Iteration 3F: 3 clusters Score -2124042 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2124350.750000 Penalty: 4841.056641
	Iteration 4Q: 3 clusters Score -2124351 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2124655.250000 Penalty: 4841.056641
	Iteration 5Q: 3 clusters Score -2124655 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2124947.000000 Penalty: 4841.056641
	Iteration 6Q: 3 clusters Score -2124947 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2125241.000000 Penalty: 4841.056641
	Iteration 7Q: 3 clusters Score -2125241 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2125528.000000 Penalty: 4841.056641
	Iteration 8Q: 3 clusters Score -2125528 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2125823.500000 Penalty: 4841.056641
	Iteration 9Q: 3 clusters Score -2125824 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2126134.000000 Penalty: 4841.056641
	Iteration 10Q: 3 clusters Score -2126134 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2126436.750000 Penalty: 4841.056641
	Iteration 11Q: 3 clusters Score -2126437 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2126750.000000 Penalty: 4841.056641
	Iteration 12Q: 3 clusters Score -2126750 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2127059.500000 Penalty: 4841.056641
	Iteration 13Q: 3 clusters Score -2127060 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2127368.750000 Penalty: 4841.056641
	Iteration 14Q: 3 clusters Score -2127369 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2127644.250000 Penalty: 4841.056641
	Iteration 15Q: 3 clusters Score -2127644 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2127893.500000 Penalty: 4841.056641
	Iteration 16Q: 3 clusters Score -2127894 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2128114.250000 Penalty: 4841.056641
	Iteration 17Q: 3 clusters Score -2128114 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2128315.750000 Penalty: 4841.056641
	Iteration 18Q: 3 clusters Score -2128316 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2128473.500000 Penalty: 4841.056641
	Iteration 19Q: 3 clusters Score -2128474 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2128611.750000 Penalty: 4841.056641
	Iteration 20F: 3 clusters Score -2128612 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2128739.000000 Penalty: 4841.056641
	Iteration 21Q: 3 clusters Score -2128739 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2128842.000000 Penalty: 4841.056641
	Iteration 22Q: 3 clusters Score -2128842 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2128934.250000 Penalty: 4841.056641
	Iteration 23Q: 3 clusters Score -2128934 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2129006.750000 Penalty: 4841.056641
	Iteration 24Q: 3 clusters Score -2129007 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2129064.250000 Penalty: 4841.056641
	Iteration 25Q: 3 clusters Score -2129064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2129113.750000 Penalty: 4841.056641
	Iteration 26Q: 3 clusters Score -2129114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2129156.000000 Penalty: 4841.056641
	Iteration 27Q: 3 clusters Score -2129156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2129197.000000 Penalty: 4841.056641
	Iteration 28Q: 3 clusters Score -2129197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2129232.000000 Penalty: 4841.056641
	Iteration 29Q: 3 clusters Score -2129232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2129264.250000 Penalty: 4841.056641
	Iteration 30Q: 3 clusters Score -2129264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2129312.000000 Penalty: 4841.056641
	Iteration 31Q: 3 clusters Score -2129312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2129348.250000 Penalty: 4841.056641
	Iteration 32Q: 3 clusters Score -2129348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2129376.250000 Penalty: 4841.056641
	Iteration 33Q: 3 clusters Score -2129376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2129398.500000 Penalty: 4841.056641
	Iteration 34Q: 3 clusters Score -2129398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2129416.500000 Penalty: 4841.056641
	Iteration 35Q: 3 clusters Score -2129416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2129443.500000 Penalty: 4841.056641
	Iteration 36Q: 3 clusters Score -2129444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2129458.000000 Penalty: 4841.056641
	Iteration 37Q: 3 clusters Score -2129458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2129473.250000 Penalty: 4841.056641
	Iteration 38Q: 3 clusters Score -2129473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2129482.500000 Penalty: 4841.056641
	Iteration 39Q: 3 clusters Score -2129482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2129496.250000 Penalty: 4841.056641
	Iteration 40F: 3 clusters Score -2129496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2129508.500000 Penalty: 4841.056641
	Iteration 41Q: 3 clusters Score -2129508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2129523.000000 Penalty: 4841.056641
	Iteration 42Q: 3 clusters Score -2129523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2129538.750000 Penalty: 4841.056641
	Iteration 43Q: 3 clusters Score -2129539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2129561.500000 Penalty: 4841.056641
	Iteration 44Q: 3 clusters Score -2129562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2129580.250000 Penalty: 4841.056641
	Iteration 45Q: 3 clusters Score -2129580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2129593.500000 Penalty: 4841.056641
	Iteration 46Q: 3 clusters Score -2129594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2129603.000000 Penalty: 4841.056641
	Iteration 47Q: 3 clusters Score -2129603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2129614.000000 Penalty: 4841.056641
	Iteration 48Q: 3 clusters Score -2129614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2129619.250000 Penalty: 4841.056641
	Iteration 49Q: 3 clusters Score -2129619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2129633.000000 Penalty: 4841.056641
	Iteration 50Q: 3 clusters Score -2129633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2129642.250000 Penalty: 4841.056641
	Iteration 51Q: 3 clusters Score -2129642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2129655.250000 Penalty: 4841.056641
	Iteration 52Q: 3 clusters Score -2129655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2129660.000000 Penalty: 4841.056641
	Iteration 53Q: 3 clusters Score -2129660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2129667.000000 Penalty: 4841.056641
	Iteration 54Q: 3 clusters Score -2129667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2129673.000000 Penalty: 4841.056641
	Iteration 55Q: 3 clusters Score -2129673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2129676.000000 Penalty: 4841.056641
	Iteration 56Q: 3 clusters Score -2129676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2129676.000000 Penalty: 4841.056641
	Iteration 57Q: 3 clusters Score -2129676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2129678.000000 Penalty: 4841.056641
	Iteration 58Q: 3 clusters Score -2129678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2129680.000000 Penalty: 4841.056641
	Iteration 59Q: 3 clusters Score -2129680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2129680.000000 Penalty: 4841.056641
	Iteration 60F: 3 clusters Score -2129680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2129677.250000 Penalty: 4841.056641
	Iteration 61Q: 3 clusters Score -2129677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2129677.250000 Penalty: 4841.056641
	Iteration 62F: 3 clusters Score -2129677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Entering Unmasked Estep 
Score: -2446771.500000 Penalty: 2455.692627
	Iteration 0F: 2 clusters Score -2446772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2432770.500000 Penalty: 4911.385254
	Iteration 0F: 3 clusters Score -2432770 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2437705.000000 Penalty: 4911.385254
	Iteration 1F: 3 clusters Score -2437705 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2438218.000000 Penalty: 4911.385254
	Iteration 2F: 3 clusters Score -2438218 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2438684.000000 Penalty: 4911.385254
	Iteration 3F: 3 clusters Score -2438684 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2439116.000000 Penalty: 4911.385254
	Iteration 4F: 3 clusters Score -2439116 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2439527.500000 Penalty: 4911.385254
	Iteration 5Q: 3 clusters Score -2439528 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2439932.000000 Penalty: 4911.385254
	Iteration 6Q: 3 clusters Score -2439932 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2440330.000000 Penalty: 4911.385254
	Iteration 7Q: 3 clusters Score -2440330 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2440687.250000 Penalty: 4911.385254
	Iteration 8Q: 3 clusters Score -2440687 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2441024.750000 Penalty: 4911.385254
	Iteration 9Q: 3 clusters Score -2441025 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2441308.000000 Penalty: 4911.385254
	Iteration 10Q: 3 clusters Score -2441308 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2441593.000000 Penalty: 4911.385254
	Iteration 11Q: 3 clusters Score -2441593 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2441833.750000 Penalty: 4911.385254
	Iteration 12Q: 3 clusters Score -2441834 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2442067.500000 Penalty: 4911.385254
	Iteration 13Q: 3 clusters Score -2442068 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2442277.000000 Penalty: 4911.385254
	Iteration 14Q: 3 clusters Score -2442277 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2442465.000000 Penalty: 4911.385254
	Iteration 15Q: 3 clusters Score -2442465 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2442654.000000 Penalty: 4911.385254
	Iteration 16Q: 3 clusters Score -2442654 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2442867.000000 Penalty: 4911.385254
	Iteration 17Q: 3 clusters Score -2442867 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2443094.250000 Penalty: 4911.385254
	Iteration 18Q: 3 clusters Score -2443094 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2443314.750000 Penalty: 4911.385254
	Iteration 19Q: 3 clusters Score -2443315 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2443521.750000 Penalty: 4911.385254
	Iteration 20F: 3 clusters Score -2443522 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2443703.750000 Penalty: 4911.385254
	Iteration 21Q: 3 clusters Score -2443704 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2443896.250000 Penalty: 4911.385254
	Iteration 22Q: 3 clusters Score -2443896 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2444045.000000 Penalty: 4911.385254
	Iteration 23Q: 3 clusters Score -2444045 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2444182.250000 Penalty: 4911.385254
	Iteration 24Q: 3 clusters Score -2444182 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2444289.000000 Penalty: 4911.385254
	Iteration 25Q: 3 clusters Score -2444289 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2444381.750000 Penalty: 4911.385254
	Iteration 26Q: 3 clusters Score -2444382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2444443.750000 Penalty: 4911.385254
	Iteration 27Q: 3 clusters Score -2444444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2444507.250000 Penalty: 4911.385254
	Iteration 28Q: 3 clusters Score -2444507 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2444565.750000 Penalty: 4911.385254
	Iteration 29Q: 3 clusters Score -2444566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2444605.250000 Penalty: 4911.385254
	Iteration 30Q: 3 clusters Score -2444605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2444632.000000 Penalty: 4911.385254
	Iteration 31Q: 3 clusters Score -2444632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2444657.000000 Penalty: 4911.385254
	Iteration 32Q: 3 clusters Score -2444657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2444669.250000 Penalty: 4911.385254
	Iteration 33Q: 3 clusters Score -2444669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2444680.750000 Penalty: 4911.385254
	Iteration 34Q: 3 clusters Score -2444681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2444693.250000 Penalty: 4911.385254
	Iteration 35Q: 3 clusters Score -2444693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2444696.750000 Penalty: 4911.385254
	Iteration 36Q: 3 clusters Score -2444697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2444713.750000 Penalty: 4911.385254
	Iteration 37Q: 3 clusters Score -2444714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2444719.750000 Penalty: 4911.385254
	Iteration 38Q: 3 clusters Score -2444720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2444727.750000 Penalty: 4911.385254
	Iteration 39Q: 3 clusters Score -2444728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2444735.750000 Penalty: 4911.385254
	Iteration 40F: 3 clusters Score -2444736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2444742.250000 Penalty: 4911.385254
	Iteration 41Q: 3 clusters Score -2444742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2444752.000000 Penalty: 4911.385254
	Iteration 42Q: 3 clusters Score -2444752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2444755.000000 Penalty: 4911.385254
	Iteration 43Q: 3 clusters Score -2444755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2444760.750000 Penalty: 4911.385254
	Iteration 44Q: 3 clusters Score -2444761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2444763.250000 Penalty: 4911.385254
	Iteration 45Q: 3 clusters Score -2444763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2444769.500000 Penalty: 4911.385254
	Iteration 46Q: 3 clusters Score -2444770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2444765.750000 Penalty: 4911.385254
	Iteration 47Q: 3 clusters Score -2444766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2444771.750000 Penalty: 4911.385254
	Iteration 48Q: 3 clusters Score -2444772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2444773.000000 Penalty: 4911.385254
	Iteration 49Q: 3 clusters Score -2444773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2444779.500000 Penalty: 4911.385254
	Iteration 50Q: 3 clusters Score -2444780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2444777.750000 Penalty: 4911.385254
	Iteration 51Q: 3 clusters Score -2444778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2444781.000000 Penalty: 4911.385254
	Iteration 52Q: 3 clusters Score -2444781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2444782.250000 Penalty: 4911.385254
	Iteration 53Q: 3 clusters Score -2444782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2444793.500000 Penalty: 4911.385254
	Iteration 54Q: 3 clusters Score -2444794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2444794.250000 Penalty: 4911.385254
	Iteration 55Q: 3 clusters Score -2444794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2444791.750000 Penalty: 4911.385254
	Iteration 56Q: 3 clusters Score -2444792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2444794.000000 Penalty: 4911.385254
	Iteration 57Q: 3 clusters Score -2444794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2444794.000000 Penalty: 4911.385254
	Iteration 58F: 3 clusters Score -2444794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Entering Unmasked Estep 
Score: -1332776.250000 Penalty: 2310.201904
	Iteration 0F: 2 clusters Score -1332776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1324495.375000 Penalty: 4620.403809
	Iteration 0F: 3 clusters Score -1324495 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1326910.750000 Penalty: 4620.403809
	Iteration 1F: 3 clusters Score -1326911 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1327242.875000 Penalty: 4620.403809
	Iteration 2F: 3 clusters Score -1327243 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1327512.000000 Penalty: 4620.403809
	Iteration 3F: 3 clusters Score -1327512 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1327726.500000 Penalty: 4620.403809
	Iteration 4Q: 3 clusters Score -1327726 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1327909.500000 Penalty: 4620.403809
	Iteration 5Q: 3 clusters Score -1327910 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1328075.375000 Penalty: 4620.403809
	Iteration 6Q: 3 clusters Score -1328075 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1328256.625000 Penalty: 4620.403809
	Iteration 7Q: 3 clusters Score -1328257 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1328458.500000 Penalty: 4620.403809
	Iteration 8Q: 3 clusters Score -1328458 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1328703.875000 Penalty: 4620.403809
	Iteration 9Q: 3 clusters Score -1328704 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1329040.125000 Penalty: 4620.403809
	Iteration 10Q: 3 clusters Score -1329040 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1329371.875000 Penalty: 4620.403809
	Iteration 11Q: 3 clusters Score -1329372 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1329623.750000 Penalty: 4620.403809
	Iteration 12Q: 3 clusters Score -1329624 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1329843.375000 Penalty: 4620.403809
	Iteration 13Q: 3 clusters Score -1329843 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1330024.625000 Penalty: 4620.403809
	Iteration 14Q: 3 clusters Score -1330025 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1330168.250000 Penalty: 4620.403809
	Iteration 15Q: 3 clusters Score -1330168 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1330296.125000 Penalty: 4620.403809
	Iteration 16Q: 3 clusters Score -1330296 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1330398.375000 Penalty: 4620.403809
	Iteration 17Q: 3 clusters Score -1330398 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1330473.750000 Penalty: 4620.403809
	Iteration 18Q: 3 clusters Score -1330474 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1330551.875000 Penalty: 4620.403809
	Iteration 19Q: 3 clusters Score -1330552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1330611.875000 Penalty: 4620.403809
	Iteration 20F: 3 clusters Score -1330612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1330657.000000 Penalty: 4620.403809
	Iteration 21Q: 3 clusters Score -1330657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1330680.875000 Penalty: 4620.403809
	Iteration 22Q: 3 clusters Score -1330681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1330695.625000 Penalty: 4620.403809
	Iteration 23Q: 3 clusters Score -1330696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1330706.750000 Penalty: 4620.403809
	Iteration 24Q: 3 clusters Score -1330707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1330723.125000 Penalty: 4620.403809
	Iteration 25Q: 3 clusters Score -1330723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1330737.750000 Penalty: 4620.403809
	Iteration 26Q: 3 clusters Score -1330738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1330751.375000 Penalty: 4620.403809
	Iteration 27Q: 3 clusters Score -1330751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1330757.500000 Penalty: 4620.403809
	Iteration 28Q: 3 clusters Score -1330758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1330763.000000 Penalty: 4620.403809
	Iteration 29Q: 3 clusters Score -1330763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1330774.250000 Penalty: 4620.403809
	Iteration 30Q: 3 clusters Score -1330774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1330776.250000 Penalty: 4620.403809
	Iteration 31Q: 3 clusters Score -1330776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1330778.750000 Penalty: 4620.403809
	Iteration 32Q: 3 clusters Score -1330779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1330786.750000 Penalty: 4620.403809
	Iteration 33Q: 3 clusters Score -1330787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1330792.625000 Penalty: 4620.403809
	Iteration 34Q: 3 clusters Score -1330793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1330799.250000 Penalty: 4620.403809
	Iteration 35Q: 3 clusters Score -1330799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1330804.375000 Penalty: 4620.403809
	Iteration 36Q: 3 clusters Score -1330804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1330804.000000 Penalty: 4620.403809
	Iteration 37Q: 3 clusters Score -1330804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1330804.250000 Penalty: 4620.403809
	Iteration 38Q: 3 clusters Score -1330804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1330807.000000 Penalty: 4620.403809
	Iteration 39Q: 3 clusters Score -1330807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1330813.500000 Penalty: 4620.403809
	Iteration 40F: 3 clusters Score -1330814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1330818.375000 Penalty: 4620.403809
	Iteration 41Q: 3 clusters Score -1330818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1330818.375000 Penalty: 4620.403809
	Iteration 42Q: 3 clusters Score -1330818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1330821.625000 Penalty: 4620.403809
	Iteration 43Q: 3 clusters Score -1330822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1330826.625000 Penalty: 4620.403809
	Iteration 44Q: 3 clusters Score -1330827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1330829.000000 Penalty: 4620.403809
	Iteration 45Q: 3 clusters Score -1330829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1330827.875000 Penalty: 4620.403809
	Iteration 46Q: 3 clusters Score -1330828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1330829.250000 Penalty: 4620.403809
	Iteration 47Q: 3 clusters Score -1330829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1330834.500000 Penalty: 4620.403809
	Iteration 48Q: 3 clusters Score -1330834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1330834.375000 Penalty: 4620.403809
	Iteration 49Q: 3 clusters Score -1330834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1330834.375000 Penalty: 4620.403809
	Iteration 50Q: 3 clusters Score -1330834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1330834.000000 Penalty: 4620.403809
	Iteration 51Q: 3 clusters Score -1330834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1330838.250000 Penalty: 4620.403809
	Iteration 52Q: 3 clusters Score -1330838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1330841.500000 Penalty: 4620.403809
	Iteration 53Q: 3 clusters Score -1330842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1330842.500000 Penalty: 4620.403809
	Iteration 54Q: 3 clusters Score -1330842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1330846.625000 Penalty: 4620.403809
	Iteration 55Q: 3 clusters Score -1330847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1330847.750000 Penalty: 4620.403809
	Iteration 56Q: 3 clusters Score -1330848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1330847.625000 Penalty: 4620.403809
	Iteration 57Q: 3 clusters Score -1330848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1330848.750000 Penalty: 4620.403809
	Iteration 58Q: 3 clusters Score -1330849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1330849.625000 Penalty: 4620.403809
	Iteration 59Q: 3 clusters Score -1330850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1330853.875000 Penalty: 4620.403809
	Iteration 60F: 3 clusters Score -1330854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1330857.625000 Penalty: 4620.403809
	Iteration 61Q: 3 clusters Score -1330858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1330857.250000 Penalty: 4620.403809
	Iteration 62Q: 3 clusters Score -1330857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1330859.625000 Penalty: 4620.403809
	Iteration 63Q: 3 clusters Score -1330860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1330858.250000 Penalty: 4620.403809
	Iteration 64Q: 3 clusters Score -1330858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1330861.750000 Penalty: 4620.403809
	Iteration 65Q: 3 clusters Score -1330862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1330860.750000 Penalty: 4620.403809
	Iteration 66Q: 3 clusters Score -1330861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1330862.000000 Penalty: 4620.403809
	Iteration 67Q: 3 clusters Score -1330862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1330860.375000 Penalty: 4620.403809
	Iteration 68Q: 3 clusters Score -1330860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1330862.125000 Penalty: 4620.403809
	Iteration 69Q: 3 clusters Score -1330862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1330860.500000 Penalty: 4620.403809
	Iteration 70Q: 3 clusters Score -1330860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1330861.375000 Penalty: 4620.403809
	Iteration 71Q: 3 clusters Score -1330861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1330861.375000 Penalty: 4620.403809
	Iteration 72F: 3 clusters Score -1330861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -314408.968750 Penalty: 1962.371704
	Iteration 0F: 2 clusters Score -314409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -311361.531250 Penalty: 3924.743408
	Iteration 0F: 3 clusters Score -311361.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -312049.312500 Penalty: 3924.743408
	Iteration 1F: 3 clusters Score -312049.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -312272.656250 Penalty: 3924.743408
	Iteration 2F: 3 clusters Score -312272.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -312424.218750 Penalty: 3924.743408
	Iteration 3F: 3 clusters Score -312424.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -312543.781250 Penalty: 3924.743408
	Iteration 4Q: 3 clusters Score -312543.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -312633.718750 Penalty: 3924.743408
	Iteration 5Q: 3 clusters Score -312633.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -312703.031250 Penalty: 3924.743408
	Iteration 6Q: 3 clusters Score -312703 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -312781.500000 Penalty: 3924.743408
	Iteration 7Q: 3 clusters Score -312781.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -312854.687500 Penalty: 3924.743408
	Iteration 8Q: 3 clusters Score -312854.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -312911.562500 Penalty: 3924.743408
	Iteration 9Q: 3 clusters Score -312911.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -312970.000000 Penalty: 3924.743408
	Iteration 10Q: 3 clusters Score -312970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -313009.937500 Penalty: 3924.743408
	Iteration 11Q: 3 clusters Score -313009.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -313045.187500 Penalty: 3924.743408
	Iteration 12Q: 3 clusters Score -313045.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -313072.781250 Penalty: 3924.743408
	Iteration 13Q: 3 clusters Score -313072.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -313088.843750 Penalty: 3924.743408
	Iteration 14Q: 3 clusters Score -313088.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -313098.343750 Penalty: 3924.743408
	Iteration 15Q: 3 clusters Score -313098.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -313104.468750 Penalty: 3924.743408
	Iteration 16Q: 3 clusters Score -313104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -313106.250000 Penalty: 3924.743408
	Iteration 17Q: 3 clusters Score -313106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313107.906250 Penalty: 3924.743408
	Iteration 18Q: 3 clusters Score -313107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313107.906250 Penalty: 3924.743408
	Iteration 19F: 3 clusters Score -313107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -39054.261719 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -39054.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37706.628906 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -37706.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37984.593750 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -37984.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38128.566406 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -38128.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38277.222656 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -38277.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38338.425781 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -38338.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38375.324219 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -38375.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38414.425781 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -38414.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38464.898438 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -38464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38510.898438 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -38510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38548.988281 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -38548.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38585.941406 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -38585.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38652.972656 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -38652.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38702.773438 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -38702.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38702.773438 Penalty: 2957.935303
	Iteration 13F: 3 clusters Score -38702.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 171995 members 
Mstep: Class 4 contains 18139 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56024 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25755 members 
Mstep: Class 10 contains 183411 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 28095 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 30854 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 19176 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 173900 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173566 members 
Mstep: Class 22 contains 17330 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11107 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230680.000000 Penalty: 89308.210938
Iteration 159Q: 27 clusters Score -1.242307e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 171985 members 
Mstep: Class 4 contains 18114 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56029 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25757 members 
Mstep: Class 10 contains 183377 members 
Mstep: Class 11 contains 21777 members 
Mstep: Class 12 contains 28110 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 30845 members 
Mstep: Class 15 contains 36937 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 19181 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173894 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173578 members 
Mstep: Class 22 contains 17321 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 11182 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230672.000000 Penalty: 89308.210938
Iteration 160F: 27 clusters Score -1.242307e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 171978 members 
Mstep: Class 4 contains 18077 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 56032 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25760 members 
Mstep: Class 10 contains 183346 members 
Mstep: Class 11 contains 21774 members 
Mstep: Class 12 contains 28119 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 30841 members 
Mstep: Class 15 contains 36937 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 19174 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 173889 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173586 members 
Mstep: Class 22 contains 17314 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 2733 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230752.000000 Penalty: 89308.210938
Iteration 161Q: 27 clusters Score -1.242308e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 171974 members 
Mstep: Class 4 contains 18043 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56033 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25760 members 
Mstep: Class 10 contains 183316 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 28131 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 30840 members 
Mstep: Class 15 contains 36941 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 19169 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173887 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173593 members 
Mstep: Class 22 contains 17304 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 11311 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230768.000000 Penalty: 89308.210938
Iteration 162Q: 27 clusters Score -1.242308e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 171970 members 
Mstep: Class 4 contains 18015 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56035 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25760 members 
Mstep: Class 10 contains 183297 members 
Mstep: Class 11 contains 21753 members 
Mstep: Class 12 contains 28140 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 30838 members 
Mstep: Class 15 contains 36950 members 
Mstep: Class 16 contains 7183 members 
Mstep: Class 17 contains 19147 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173885 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173583 members 
Mstep: Class 22 contains 17298 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11370 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230584.000000 Penalty: 89308.210938
Iteration 163Q: 27 clusters Score -1.242306e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 171973 members 
Mstep: Class 4 contains 17975 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56040 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25751 members 
Mstep: Class 10 contains 183283 members 
Mstep: Class 11 contains 21743 members 
Mstep: Class 12 contains 28145 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 30833 members 
Mstep: Class 15 contains 36946 members 
Mstep: Class 16 contains 7207 members 
Mstep: Class 17 contains 19132 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 173893 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173592 members 
Mstep: Class 22 contains 17287 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11430 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230808.000000 Penalty: 89308.210938
Iteration 164Q: 27 clusters Score -1.242308e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 171967 members 
Mstep: Class 4 contains 17941 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56045 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 183261 members 
Mstep: Class 11 contains 21730 members 
Mstep: Class 12 contains 28153 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 30832 members 
Mstep: Class 15 contains 36944 members 
Mstep: Class 16 contains 7237 members 
Mstep: Class 17 contains 19130 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 173890 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173595 members 
Mstep: Class 22 contains 17281 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11478 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230800.000000 Penalty: 89308.210938
Iteration 165Q: 27 clusters Score -1.242308e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 171958 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56050 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25738 members 
Mstep: Class 10 contains 183245 members 
Mstep: Class 11 contains 21722 members 
Mstep: Class 12 contains 28157 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 30832 members 
Mstep: Class 15 contains 36938 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 19122 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173899 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173603 members 
Mstep: Class 22 contains 17269 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11523 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230912.000000 Penalty: 89308.210938
Iteration 166Q: 27 clusters Score -1.242309e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 171958 members 
Mstep: Class 4 contains 17881 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56050 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25731 members 
Mstep: Class 10 contains 183234 members 
Mstep: Class 11 contains 21713 members 
Mstep: Class 12 contains 28162 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 30828 members 
Mstep: Class 15 contains 36929 members 
Mstep: Class 16 contains 7287 members 
Mstep: Class 17 contains 19117 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173898 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173607 members 
Mstep: Class 22 contains 17259 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231072.000000 Penalty: 89308.210938
Iteration 167Q: 27 clusters Score -1.242311e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 171950 members 
Mstep: Class 4 contains 17842 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56058 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25739 members 
Mstep: Class 10 contains 183234 members 
Mstep: Class 11 contains 21705 members 
Mstep: Class 12 contains 28174 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 30824 members 
Mstep: Class 15 contains 36924 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 19111 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 173895 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173597 members 
Mstep: Class 22 contains 17253 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11630 members 
Mstep: Class 25 contains 2739 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230944.000000 Penalty: 89308.210938
Iteration 168Q: 27 clusters Score -1.242309e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 171931 members 
Mstep: Class 4 contains 17801 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56062 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 183223 members 
Mstep: Class 11 contains 21704 members 
Mstep: Class 12 contains 28184 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 30821 members 
Mstep: Class 15 contains 36923 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 19116 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173886 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173587 members 
Mstep: Class 22 contains 17243 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11686 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230896.000000 Penalty: 89308.210938
Iteration 169Q: 27 clusters Score -1.242309e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 171931 members 
Mstep: Class 4 contains 17766 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56069 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 183213 members 
Mstep: Class 11 contains 21703 members 
Mstep: Class 12 contains 28202 members 
Mstep: Class 13 contains 6506 members 
Mstep: Class 14 contains 30818 members 
Mstep: Class 15 contains 36919 members 
Mstep: Class 16 contains 7358 members 
Mstep: Class 17 contains 19131 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173880 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173580 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230912.000000 Penalty: 89308.210938
Iteration 170Q: 27 clusters Score -1.242309e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 171931 members 
Mstep: Class 4 contains 17730 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56077 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 183205 members 
Mstep: Class 11 contains 21697 members 
Mstep: Class 12 contains 28216 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 30820 members 
Mstep: Class 15 contains 36911 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 19136 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173871 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173591 members 
Mstep: Class 22 contains 17224 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11751 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230984.000000 Penalty: 89308.210938
Iteration 171Q: 27 clusters Score -1.24231e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 171925 members 
Mstep: Class 4 contains 17699 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 56084 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 183184 members 
Mstep: Class 11 contains 21691 members 
Mstep: Class 12 contains 28240 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 30819 members 
Mstep: Class 15 contains 36909 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 19132 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173875 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173592 members 
Mstep: Class 22 contains 17216 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231144.000000 Penalty: 89308.210938
Iteration 172Q: 27 clusters Score -1.242311e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 171918 members 
Mstep: Class 4 contains 17651 members 
Mstep: Class 5 contains 9909 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 56090 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25752 members 
Mstep: Class 10 contains 183164 members 
Mstep: Class 11 contains 21685 members 
Mstep: Class 12 contains 28254 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 30815 members 
Mstep: Class 15 contains 36904 members 
Mstep: Class 16 contains 7430 members 
Mstep: Class 17 contains 19130 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 173879 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173592 members 
Mstep: Class 22 contains 17213 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11813 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231296.000000 Penalty: 89308.210938
Iteration 173Q: 27 clusters Score -1.242313e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 171905 members 
Mstep: Class 4 contains 17609 members 
Mstep: Class 5 contains 9912 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 56096 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25758 members 
Mstep: Class 10 contains 183132 members 
Mstep: Class 11 contains 21681 members 
Mstep: Class 12 contains 28272 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 30814 members 
Mstep: Class 15 contains 36901 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 19135 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 173879 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173599 members 
Mstep: Class 22 contains 17210 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 11842 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231352.000000 Penalty: 89308.210938
Iteration 174Q: 27 clusters Score -1.242314e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 171899 members 
Mstep: Class 4 contains 17565 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56098 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25761 members 
Mstep: Class 10 contains 183115 members 
Mstep: Class 11 contains 21681 members 
Mstep: Class 12 contains 28285 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 30814 members 
Mstep: Class 15 contains 36903 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 19130 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 173876 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173600 members 
Mstep: Class 22 contains 17200 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11863 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231408.000000 Penalty: 89308.210938
Iteration 175Q: 27 clusters Score -1.242314e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 171887 members 
Mstep: Class 4 contains 17541 members 
Mstep: Class 5 contains 9915 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 56106 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25757 members 
Mstep: Class 10 contains 183102 members 
Mstep: Class 11 contains 21673 members 
Mstep: Class 12 contains 28300 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 30812 members 
Mstep: Class 15 contains 36899 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 173871 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173605 members 
Mstep: Class 22 contains 17196 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11872 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231432.000000 Penalty: 89308.210938
Iteration 176Q: 27 clusters Score -1.242314e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 171875 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56123 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25757 members 
Mstep: Class 10 contains 183080 members 
Mstep: Class 11 contains 21668 members 
Mstep: Class 12 contains 28307 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 30813 members 
Mstep: Class 15 contains 36899 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 19118 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173862 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173599 members 
Mstep: Class 22 contains 17193 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11881 members 
Mstep: Class 25 contains 2759 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231504.000000 Penalty: 89308.210938
Iteration 177Q: 27 clusters Score -1.242315e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 171865 members 
Mstep: Class 4 contains 17477 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56138 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25760 members 
Mstep: Class 10 contains 183064 members 
Mstep: Class 11 contains 21661 members 
Mstep: Class 12 contains 28316 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 30809 members 
Mstep: Class 15 contains 36895 members 
Mstep: Class 16 contains 7637 members 
Mstep: Class 17 contains 19108 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 173850 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173602 members 
Mstep: Class 22 contains 17187 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11909 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231608.000000 Penalty: 89308.210938
Iteration 178Q: 27 clusters Score -1.242316e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 171848 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56153 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25768 members 
Mstep: Class 10 contains 183047 members 
Mstep: Class 11 contains 21651 members 
Mstep: Class 12 contains 28326 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 30804 members 
Mstep: Class 15 contains 36891 members 
Mstep: Class 16 contains 7683 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173840 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173607 members 
Mstep: Class 22 contains 17185 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11949 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231656.000000 Penalty: 89308.210938
Iteration 179Q: 27 clusters Score -1.242317e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 171844 members 
Mstep: Class 4 contains 17360 members 
Mstep: Class 5 contains 9921 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56173 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25769 members 
Mstep: Class 10 contains 183026 members 
Mstep: Class 11 contains 21637 members 
Mstep: Class 12 contains 28342 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 30804 members 
Mstep: Class 15 contains 36905 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 19086 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 173822 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173616 members 
Mstep: Class 22 contains 17175 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 11995 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231816.000000 Penalty: 89308.210938
Iteration 180F: 27 clusters Score -1.242318e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 171820 members 
Mstep: Class 4 contains 17303 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56193 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25767 members 
Mstep: Class 10 contains 183014 members 
Mstep: Class 11 contains 21631 members 
Mstep: Class 12 contains 28355 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 30799 members 
Mstep: Class 15 contains 36901 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 19085 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 173818 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173600 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12047 members 
Mstep: Class 25 contains 2773 members 
Mstep: Class 26 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231824.000000 Penalty: 89308.210938
Iteration 181Q: 27 clusters Score -1.242318e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 171808 members 
Mstep: Class 4 contains 17228 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56201 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 25771 members 
Mstep: Class 10 contains 182999 members 
Mstep: Class 11 contains 21630 members 
Mstep: Class 12 contains 28367 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 30793 members 
Mstep: Class 15 contains 36911 members 
Mstep: Class 16 contains 7863 members 
Mstep: Class 17 contains 19092 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 173815 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173589 members 
Mstep: Class 22 contains 17150 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12085 members 
Mstep: Class 25 contains 2777 members 
Mstep: Class 26 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231840.000000 Penalty: 89308.210938
Iteration 182Q: 27 clusters Score -1.242318e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 171796 members 
Mstep: Class 4 contains 17148 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56209 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25770 members 
Mstep: Class 10 contains 182983 members 
Mstep: Class 11 contains 21618 members 
Mstep: Class 12 contains 28379 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 30780 members 
Mstep: Class 15 contains 36908 members 
Mstep: Class 16 contains 7934 members 
Mstep: Class 17 contains 19106 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 173809 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173591 members 
Mstep: Class 22 contains 17154 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12124 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231840.000000 Penalty: 89308.210938
Iteration 183Q: 27 clusters Score -1.242318e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 171790 members 
Mstep: Class 4 contains 17089 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56217 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25775 members 
Mstep: Class 10 contains 182970 members 
Mstep: Class 11 contains 21614 members 
Mstep: Class 12 contains 28390 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 30775 members 
Mstep: Class 15 contains 36896 members 
Mstep: Class 16 contains 7993 members 
Mstep: Class 17 contains 19112 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173798 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173587 members 
Mstep: Class 22 contains 17149 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 2782 members 
Mstep: Class 26 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231808.000000 Penalty: 89308.210938
Iteration 184Q: 27 clusters Score -1.242318e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 171777 members 
Mstep: Class 4 contains 17045 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56228 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25773 members 
Mstep: Class 10 contains 182961 members 
Mstep: Class 11 contains 21608 members 
Mstep: Class 12 contains 28399 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30773 members 
Mstep: Class 15 contains 36893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 19112 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 173789 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173581 members 
Mstep: Class 22 contains 17134 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12204 members 
Mstep: Class 25 contains 2783 members 
Mstep: Class 26 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 185Q: 27 clusters Score -1.24232e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 171776 members 
Mstep: Class 4 contains 17001 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 56240 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25775 members 
Mstep: Class 10 contains 182943 members 
Mstep: Class 11 contains 21598 members 
Mstep: Class 12 contains 28410 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 30769 members 
Mstep: Class 15 contains 36895 members 
Mstep: Class 16 contains 8105 members 
Mstep: Class 17 contains 19110 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 173783 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173573 members 
Mstep: Class 22 contains 17117 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12232 members 
Mstep: Class 25 contains 2784 members 
Mstep: Class 26 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232000.000000 Penalty: 89308.210938
Iteration 186Q: 27 clusters Score -1.24232e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 171768 members 
Mstep: Class 4 contains 16964 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56250 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 182924 members 
Mstep: Class 11 contains 21591 members 
Mstep: Class 12 contains 28421 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30767 members 
Mstep: Class 15 contains 36891 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 19102 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 173779 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173566 members 
Mstep: Class 22 contains 17101 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12263 members 
Mstep: Class 25 contains 2785 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232216.000000 Penalty: 89308.210938
Iteration 187Q: 27 clusters Score -1.242322e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 171762 members 
Mstep: Class 4 contains 16933 members 
Mstep: Class 5 contains 9934 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 56256 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25779 members 
Mstep: Class 10 contains 182916 members 
Mstep: Class 11 contains 21575 members 
Mstep: Class 12 contains 28434 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30763 members 
Mstep: Class 15 contains 36881 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 19096 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173769 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173570 members 
Mstep: Class 22 contains 17090 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12282 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232168.000000 Penalty: 89308.210938
Iteration 188Q: 27 clusters Score -1.242322e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 171766 members 
Mstep: Class 4 contains 16913 members 
Mstep: Class 5 contains 9934 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 56267 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 182906 members 
Mstep: Class 11 contains 21570 members 
Mstep: Class 12 contains 28441 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 30758 members 
Mstep: Class 15 contains 36873 members 
Mstep: Class 16 contains 8261 members 
Mstep: Class 17 contains 19099 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173751 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173557 members 
Mstep: Class 22 contains 17082 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12314 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232192.000000 Penalty: 89308.210938
Iteration 189Q: 27 clusters Score -1.242322e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 171760 members 
Mstep: Class 4 contains 16881 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 56282 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 182899 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 28444 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30758 members 
Mstep: Class 15 contains 36860 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 19112 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 173754 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173540 members 
Mstep: Class 22 contains 17080 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12336 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232248.000000 Penalty: 89308.210938
Iteration 190Q: 27 clusters Score -1.242322e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 171749 members 
Mstep: Class 4 contains 16863 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 56290 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 25770 members 
Mstep: Class 10 contains 182900 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 28446 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30748 members 
Mstep: Class 15 contains 36856 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 19119 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 173752 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173534 members 
Mstep: Class 22 contains 17078 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12361 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232296.000000 Penalty: 89308.210938
Iteration 191Q: 27 clusters Score -1.242323e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 56296 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25770 members 
Mstep: Class 10 contains 182905 members 
Mstep: Class 11 contains 21554 members 
Mstep: Class 12 contains 28456 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30745 members 
Mstep: Class 15 contains 36849 members 
Mstep: Class 16 contains 8367 members 
Mstep: Class 17 contains 19120 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 173748 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173523 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12377 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232144.000000 Penalty: 89308.210938
Iteration 192Q: 27 clusters Score -1.242321e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 171730 members 
Mstep: Class 4 contains 16833 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 56298 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25768 members 
Mstep: Class 10 contains 182904 members 
Mstep: Class 11 contains 21547 members 
Mstep: Class 12 contains 28465 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30738 members 
Mstep: Class 15 contains 36845 members 
Mstep: Class 16 contains 8417 members 
Mstep: Class 17 contains 19120 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173743 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173522 members 
Mstep: Class 22 contains 17075 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12381 members 
Mstep: Class 25 contains 2793 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231968.000000 Penalty: 89308.210938
Iteration 193Q: 27 clusters Score -1.24232e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 171719 members 
Mstep: Class 4 contains 16811 members 
Mstep: Class 5 contains 9945 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25762 members 
Mstep: Class 10 contains 182904 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 28466 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 30736 members 
Mstep: Class 15 contains 36849 members 
Mstep: Class 16 contains 8470 members 
Mstep: Class 17 contains 19104 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173750 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173529 members 
Mstep: Class 22 contains 17070 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12393 members 
Mstep: Class 25 contains 2795 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231896.000000 Penalty: 89308.210938
Iteration 194Q: 27 clusters Score -1.242319e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 171706 members 
Mstep: Class 4 contains 16798 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56295 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25759 members 
Mstep: Class 10 contains 182904 members 
Mstep: Class 11 contains 21536 members 
Mstep: Class 12 contains 28470 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30733 members 
Mstep: Class 15 contains 36847 members 
Mstep: Class 16 contains 8521 members 
Mstep: Class 17 contains 19094 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 173747 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173522 members 
Mstep: Class 22 contains 17068 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 2798 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231744.000000 Penalty: 89308.210938
Iteration 195Q: 27 clusters Score -1.242317e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171711 members 
Mstep: Class 4 contains 16779 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56295 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25758 members 
Mstep: Class 10 contains 182901 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 28477 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30726 members 
Mstep: Class 15 contains 36839 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 19091 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 173747 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173522 members 
Mstep: Class 22 contains 17070 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 12434 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231872.000000 Penalty: 89308.210938
Iteration 196Q: 27 clusters Score -1.242319e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171704 members 
Mstep: Class 4 contains 16764 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56292 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25760 members 
Mstep: Class 10 contains 182904 members 
Mstep: Class 11 contains 21524 members 
Mstep: Class 12 contains 28483 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30726 members 
Mstep: Class 15 contains 36838 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 19093 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 173747 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173512 members 
Mstep: Class 22 contains 17069 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12451 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231824.000000 Penalty: 89308.210938
Iteration 197Q: 27 clusters Score -1.242318e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171706 members 
Mstep: Class 4 contains 16749 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56292 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25761 members 
Mstep: Class 10 contains 182910 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 28489 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30720 members 
Mstep: Class 15 contains 36835 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 19077 members 
Mstep: Class 18 contains 3170 members 
Mstep: Class 19 contains 173742 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173508 members 
Mstep: Class 22 contains 17071 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231808.000000 Penalty: 89308.210938
Iteration 198Q: 27 clusters Score -1.242318e+08 nChanged 204
Entering ConstructFrom: 
Score: -124231808.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -702670.500000 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -702670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -697610.437500 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -697610.4 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -698969.875000 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -698969.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -699231.812500 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -699231.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -699380.375000 Penalty: 4308.469238
	Iteration 3Q: 3 clusters Score -699380.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -699504.562500 Penalty: 4308.469238
	Iteration 4Q: 3 clusters Score -699504.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -699617.750000 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -699617.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -699727.875000 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -699727.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -699824.250000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -699824.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -699929.875000 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -699929.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -700053.687500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -700053.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -700180.437500 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -700180.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -700293.937500 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -700293.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -700407.375000 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -700407.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -700516.187500 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -700516.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -700602.750000 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -700602.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -700683.875000 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -700683.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -700757.000000 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -700757 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -700823.437500 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -700823.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -700877.125000 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -700877.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -700920.062500 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -700920.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -700962.250000 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -700962.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -701000.000000 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -701000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -701033.062500 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -701033.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -701052.625000 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -701052.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -701068.312500 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -701068.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -701085.500000 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -701085.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -701099.937500 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -701099.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -701123.875000 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -701123.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -701150.000000 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -701150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -701175.562500 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -701175.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -701204.250000 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -701204.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -701243.312500 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -701243.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -701274.562500 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -701274.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -701299.250000 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -701299.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -701318.812500 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -701318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -701330.687500 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -701330.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -701339.000000 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -701339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -701344.250000 Penalty: 4308.469238
	Iteration 37Q: 3 clusters Score -701344.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -701352.375000 Penalty: 4308.469238
	Iteration 38Q: 3 clusters Score -701352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -701355.687500 Penalty: 4308.469238
	Iteration 39Q: 3 clusters Score -701355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -701357.812500 Penalty: 4308.469238
	Iteration 40F: 3 clusters Score -701357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -701359.312500 Penalty: 4308.469238
	Iteration 41Q: 3 clusters Score -701359.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -701361.062500 Penalty: 4308.469238
	Iteration 42Q: 3 clusters Score -701361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -701363.312500 Penalty: 4308.469238
	Iteration 43Q: 3 clusters Score -701363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -701363.875000 Penalty: 4308.469238
	Iteration 44Q: 3 clusters Score -701363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -701363.875000 Penalty: 4308.469238
	Iteration 45F: 3 clusters Score -701363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -601162.875000 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -601162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -596638.750000 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -596638.8 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -597711.750000 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -597711.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -597936.375000 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -597936.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -598085.125000 Penalty: 4220.244141
	Iteration 3F: 3 clusters Score -598085.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -598176.062500 Penalty: 4220.244141
	Iteration 4Q: 3 clusters Score -598176.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -598242.500000 Penalty: 4220.244141
	Iteration 5Q: 3 clusters Score -598242.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -598300.125000 Penalty: 4220.244141
	Iteration 6Q: 3 clusters Score -598300.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -598338.562500 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -598338.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -598374.125000 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -598374.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -598408.312500 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -598408.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -598445.312500 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -598445.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -598468.062500 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -598468.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -598487.125000 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -598487.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -598508.000000 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -598508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -598524.187500 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -598524.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -598541.687500 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -598541.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -598560.125000 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -598560.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -598582.750000 Penalty: 4220.244141
	Iteration 17Q: 3 clusters Score -598582.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -598599.937500 Penalty: 4220.244141
	Iteration 18Q: 3 clusters Score -598599.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -598616.812500 Penalty: 4220.244141
	Iteration 19Q: 3 clusters Score -598616.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -598638.562500 Penalty: 4220.244141
	Iteration 20F: 3 clusters Score -598638.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -598661.187500 Penalty: 4220.244141
	Iteration 21Q: 3 clusters Score -598661.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -598680.500000 Penalty: 4220.244141
	Iteration 22Q: 3 clusters Score -598680.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -598701.375000 Penalty: 4220.244141
	Iteration 23Q: 3 clusters Score -598701.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -598721.625000 Penalty: 4220.244141
	Iteration 24Q: 3 clusters Score -598721.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -598744.625000 Penalty: 4220.244141
	Iteration 25Q: 3 clusters Score -598744.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -598774.625000 Penalty: 4220.244141
	Iteration 26Q: 3 clusters Score -598774.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -598799.312500 Penalty: 4220.244141
	Iteration 27Q: 3 clusters Score -598799.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -598834.625000 Penalty: 4220.244141
	Iteration 28Q: 3 clusters Score -598834.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -598883.500000 Penalty: 4220.244141
	Iteration 29Q: 3 clusters Score -598883.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -598932.625000 Penalty: 4220.244141
	Iteration 30Q: 3 clusters Score -598932.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -598971.500000 Penalty: 4220.244141
	Iteration 31Q: 3 clusters Score -598971.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -599021.750000 Penalty: 4220.244141
	Iteration 32Q: 3 clusters Score -599021.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -599091.625000 Penalty: 4220.244141
	Iteration 33Q: 3 clusters Score -599091.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -599167.312500 Penalty: 4220.244141
	Iteration 34Q: 3 clusters Score -599167.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -599224.750000 Penalty: 4220.244141
	Iteration 35Q: 3 clusters Score -599224.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -599280.312500 Penalty: 4220.244141
	Iteration 36Q: 3 clusters Score -599280.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -599327.375000 Penalty: 4220.244141
	Iteration 37Q: 3 clusters Score -599327.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -599374.875000 Penalty: 4220.244141
	Iteration 38Q: 3 clusters Score -599374.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -599398.687500 Penalty: 4220.244141
	Iteration 39Q: 3 clusters Score -599398.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -599417.375000 Penalty: 4220.244141
	Iteration 40F: 3 clusters Score -599417.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -599427.500000 Penalty: 4220.244141
	Iteration 41Q: 3 clusters Score -599427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -599436.312500 Penalty: 4220.244141
	Iteration 42Q: 3 clusters Score -599436.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -599449.312500 Penalty: 4220.244141
	Iteration 43Q: 3 clusters Score -599449.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -599455.062500 Penalty: 4220.244141
	Iteration 44Q: 3 clusters Score -599455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -599458.625000 Penalty: 4220.244141
	Iteration 45Q: 3 clusters Score -599458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -599460.437500 Penalty: 4220.244141
	Iteration 46Q: 3 clusters Score -599460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -599461.875000 Penalty: 4220.244141
	Iteration 47Q: 3 clusters Score -599461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -599461.875000 Penalty: 4220.244141
	Iteration 48F: 3 clusters Score -599461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Entering Unmasked Estep 
Score: -20908406.000000 Penalty: 2989.270508
	Iteration 0F: 2 clusters Score -2.090841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -20794880.000000 Penalty: 5978.541016
	Iteration 0F: 3 clusters Score -2.079488e+07 nChanged 82399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -20844430.000000 Penalty: 5978.541016
	Iteration 1F: 3 clusters Score -2.084443e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -20847698.000000 Penalty: 5978.541016
	Iteration 2Q: 3 clusters Score -2.08477e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -20851940.000000 Penalty: 5978.541016
	Iteration 3F: 3 clusters Score -2.085194e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -20858478.000000 Penalty: 5978.541016
	Iteration 4F: 3 clusters Score -2.085848e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 114894 members 
Entering Unmasked Estep 
Score: -20866058.000000 Penalty: 5978.541016
	Iteration 5F: 3 clusters Score -2.086606e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 124034 members 
Entering Unmasked Estep 
Score: -20873844.000000 Penalty: 5978.541016
	Iteration 6F: 3 clusters Score -2.087384e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -20880524.000000 Penalty: 5978.541016
	Iteration 7F: 3 clusters Score -2.088052e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 141899 members 
Entering Unmasked Estep 
Score: -20886574.000000 Penalty: 5978.541016
	Iteration 8F: 3 clusters Score -2.088657e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 149833 members 
Entering Unmasked Estep 
Score: -20891910.000000 Penalty: 5978.541016
	Iteration 9Q: 3 clusters Score -2.089191e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -20896748.000000 Penalty: 5978.541016
	Iteration 10Q: 3 clusters Score -2.089675e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -20900364.000000 Penalty: 5978.541016
	Iteration 11Q: 3 clusters Score -2.090036e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 165647 members 
Entering Unmasked Estep 
Score: -20902774.000000 Penalty: 5978.541016
	Iteration 12Q: 3 clusters Score -2.090277e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -20904258.000000 Penalty: 5978.541016
	Iteration 13Q: 3 clusters Score -2.090426e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -20905114.000000 Penalty: 5978.541016
	Iteration 14Q: 3 clusters Score -2.090511e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 169911 members 
Entering Unmasked Estep 
Score: -20905644.000000 Penalty: 5978.541016
	Iteration 15Q: 3 clusters Score -2.090564e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -20905934.000000 Penalty: 5978.541016
	Iteration 16Q: 3 clusters Score -2.090593e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 170306 members 
Entering Unmasked Estep 
Score: -20906162.000000 Penalty: 5978.541016
	Iteration 17Q: 3 clusters Score -2.090616e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -20906384.000000 Penalty: 5978.541016
	Iteration 18Q: 3 clusters Score -2.090638e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -20906662.000000 Penalty: 5978.541016
	Iteration 19Q: 3 clusters Score -2.090666e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 170305 members 
Entering Unmasked Estep 
Score: -20907032.000000 Penalty: 5978.541016
	Iteration 20F: 3 clusters Score -2.090703e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 170245 members 
Entering Unmasked Estep 
Score: -20907342.000000 Penalty: 5978.541016
	Iteration 21Q: 3 clusters Score -2.090734e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 170182 members 
Entering Unmasked Estep 
Score: -20907554.000000 Penalty: 5978.541016
	Iteration 22Q: 3 clusters Score -2.090755e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 170123 members 
Entering Unmasked Estep 
Score: -20907718.000000 Penalty: 5978.541016
	Iteration 23Q: 3 clusters Score -2.090772e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -20907864.000000 Penalty: 5978.541016
	Iteration 24Q: 3 clusters Score -2.090786e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -20907954.000000 Penalty: 5978.541016
	Iteration 25Q: 3 clusters Score -2.090795e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 170005 members 
Entering Unmasked Estep 
Score: -20907996.000000 Penalty: 5978.541016
	Iteration 26Q: 3 clusters Score -2.0908e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 169989 members 
Entering Unmasked Estep 
Score: -20908008.000000 Penalty: 5978.541016
	Iteration 27Q: 3 clusters Score -2.090801e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -20908060.000000 Penalty: 5978.541016
	Iteration 28Q: 3 clusters Score -2.090806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -20908090.000000 Penalty: 5978.541016
	Iteration 29Q: 3 clusters Score -2.090809e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -20908088.000000 Penalty: 5978.541016
	Iteration 30Q: 3 clusters Score -2.090809e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 169903 members 
Entering Unmasked Estep 
Score: -20908102.000000 Penalty: 5978.541016
	Iteration 31Q: 3 clusters Score -2.09081e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -20908126.000000 Penalty: 5978.541016
	Iteration 32Q: 3 clusters Score -2.090813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -20908098.000000 Penalty: 5978.541016
	Iteration 33Q: 3 clusters Score -2.09081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 169875 members 
Entering Unmasked Estep 
Score: -20908114.000000 Penalty: 5978.541016
	Iteration 34Q: 3 clusters Score -2.090811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 169875 members 
Entering Unmasked Estep 
Score: -20908118.000000 Penalty: 5978.541016
	Iteration 35Q: 3 clusters Score -2.090812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 169873 members 
Entering Unmasked Estep 
Score: -20908100.000000 Penalty: 5978.541016
	Iteration 36Q: 3 clusters Score -2.09081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -20908116.000000 Penalty: 5978.541016
	Iteration 37Q: 3 clusters Score -2.090812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -20908114.000000 Penalty: 5978.541016
	Iteration 38Q: 3 clusters Score -2.090811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -20908112.000000 Penalty: 5978.541016
	Iteration 39Q: 3 clusters Score -2.090811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -20908112.000000 Penalty: 5978.541016
	Iteration 40F: 3 clusters Score -2.090811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 169860 members 
Entering Unmasked Estep 
Score: -20908114.000000 Penalty: 5978.541016
	Iteration 41Q: 3 clusters Score -2.090811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -20908108.000000 Penalty: 5978.541016
	Iteration 42Q: 3 clusters Score -2.090811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -20908120.000000 Penalty: 5978.541016
	Iteration 43Q: 3 clusters Score -2.090812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -20908110.000000 Penalty: 5978.541016
	Iteration 44Q: 3 clusters Score -2.090811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -20908112.000000 Penalty: 5978.541016
	Iteration 45Q: 3 clusters Score -2.090811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -20908118.000000 Penalty: 5978.541016
	Iteration 46Q: 3 clusters Score -2.090812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -20908118.000000 Penalty: 5978.541016
	Iteration 47F: 3 clusters Score -2.090812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Entering Unmasked Estep 
Score: -1989288.500000 Penalty: 2411.745117
	Iteration 0F: 2 clusters Score -1989288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1977328.000000 Penalty: 4823.490234
	Iteration 0F: 3 clusters Score -1977328 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1981241.000000 Penalty: 4823.490234
	Iteration 1F: 3 clusters Score -1981241 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1981677.125000 Penalty: 4823.490234
	Iteration 2F: 3 clusters Score -1981677 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1982037.750000 Penalty: 4823.490234
	Iteration 3F: 3 clusters Score -1982038 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1982402.500000 Penalty: 4823.490234
	Iteration 4Q: 3 clusters Score -1982402 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1982794.875000 Penalty: 4823.490234
	Iteration 5Q: 3 clusters Score -1982795 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1983160.750000 Penalty: 4823.490234
	Iteration 6Q: 3 clusters Score -1983161 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1983552.125000 Penalty: 4823.490234
	Iteration 7Q: 3 clusters Score -1983552 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1983940.875000 Penalty: 4823.490234
	Iteration 8Q: 3 clusters Score -1983941 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1984321.125000 Penalty: 4823.490234
	Iteration 9Q: 3 clusters Score -1984321 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1984686.000000 Penalty: 4823.490234
	Iteration 10Q: 3 clusters Score -1984686 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1985033.875000 Penalty: 4823.490234
	Iteration 11Q: 3 clusters Score -1985034 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1985405.000000 Penalty: 4823.490234
	Iteration 12Q: 3 clusters Score -1985405 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1985820.750000 Penalty: 4823.490234
	Iteration 13Q: 3 clusters Score -1985821 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1986293.250000 Penalty: 4823.490234
	Iteration 14Q: 3 clusters Score -1986293 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1986640.000000 Penalty: 4823.490234
	Iteration 15Q: 3 clusters Score -1986640 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1986908.875000 Penalty: 4823.490234
	Iteration 16Q: 3 clusters Score -1986909 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1987107.625000 Penalty: 4823.490234
	Iteration 17Q: 3 clusters Score -1987108 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1987285.875000 Penalty: 4823.490234
	Iteration 18Q: 3 clusters Score -1987286 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1987430.750000 Penalty: 4823.490234
	Iteration 19Q: 3 clusters Score -1987431 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1987544.750000 Penalty: 4823.490234
	Iteration 20F: 3 clusters Score -1987545 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1987636.125000 Penalty: 4823.490234
	Iteration 21Q: 3 clusters Score -1987636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1987721.750000 Penalty: 4823.490234
	Iteration 22Q: 3 clusters Score -1987722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1987813.250000 Penalty: 4823.490234
	Iteration 23Q: 3 clusters Score -1987813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1987903.500000 Penalty: 4823.490234
	Iteration 24Q: 3 clusters Score -1987904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1988026.375000 Penalty: 4823.490234
	Iteration 25Q: 3 clusters Score -1988026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1988158.750000 Penalty: 4823.490234
	Iteration 26Q: 3 clusters Score -1988159 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1988288.250000 Penalty: 4823.490234
	Iteration 27Q: 3 clusters Score -1988288 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1988389.750000 Penalty: 4823.490234
	Iteration 28Q: 3 clusters Score -1988390 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1988477.750000 Penalty: 4823.490234
	Iteration 29Q: 3 clusters Score -1988478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1988519.500000 Penalty: 4823.490234
	Iteration 30Q: 3 clusters Score -1988520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1988547.625000 Penalty: 4823.490234
	Iteration 31Q: 3 clusters Score -1988548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1988582.000000 Penalty: 4823.490234
	Iteration 32Q: 3 clusters Score -1988582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1988597.250000 Penalty: 4823.490234
	Iteration 33Q: 3 clusters Score -1988597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1988606.750000 Penalty: 4823.490234
	Iteration 34Q: 3 clusters Score -1988607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1988610.750000 Penalty: 4823.490234
	Iteration 35Q: 3 clusters Score -1988611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1988613.000000 Penalty: 4823.490234
	Iteration 36Q: 3 clusters Score -1988613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1988617.875000 Penalty: 4823.490234
	Iteration 37Q: 3 clusters Score -1988618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1988618.750000 Penalty: 4823.490234
	Iteration 38Q: 3 clusters Score -1988619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1988621.500000 Penalty: 4823.490234
	Iteration 39Q: 3 clusters Score -1988622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1988623.750000 Penalty: 4823.490234
	Iteration 40F: 3 clusters Score -1988624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1988622.000000 Penalty: 4823.490234
	Iteration 41Q: 3 clusters Score -1988622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1988617.625000 Penalty: 4823.490234
	Iteration 42Q: 3 clusters Score -1988618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1988620.500000 Penalty: 4823.490234
	Iteration 43Q: 3 clusters Score -1988620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1988620.500000 Penalty: 4823.490234
	Iteration 44F: 3 clusters Score -1988620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -1217824.375000 Penalty: 2283.020996
	Iteration 0F: 2 clusters Score -1217824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1210246.750000 Penalty: 4566.041992
	Iteration 0F: 3 clusters Score -1210247 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1212525.500000 Penalty: 4566.041992
	Iteration 1F: 3 clusters Score -1212526 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1212913.750000 Penalty: 4566.041992
	Iteration 2F: 3 clusters Score -1212914 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1213212.625000 Penalty: 4566.041992
	Iteration 3F: 3 clusters Score -1213213 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1213494.750000 Penalty: 4566.041992
	Iteration 4F: 3 clusters Score -1213495 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1213760.500000 Penalty: 4566.041992
	Iteration 5Q: 3 clusters Score -1213760 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1214032.000000 Penalty: 4566.041992
	Iteration 6Q: 3 clusters Score -1214032 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1214295.125000 Penalty: 4566.041992
	Iteration 7Q: 3 clusters Score -1214295 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1214541.125000 Penalty: 4566.041992
	Iteration 8Q: 3 clusters Score -1214541 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1214783.625000 Penalty: 4566.041992
	Iteration 9Q: 3 clusters Score -1214784 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1215000.750000 Penalty: 4566.041992
	Iteration 10Q: 3 clusters Score -1215001 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1215180.250000 Penalty: 4566.041992
	Iteration 11Q: 3 clusters Score -1215180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1215314.625000 Penalty: 4566.041992
	Iteration 12Q: 3 clusters Score -1215315 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1215431.500000 Penalty: 4566.041992
	Iteration 13Q: 3 clusters Score -1215432 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1215503.875000 Penalty: 4566.041992
	Iteration 14Q: 3 clusters Score -1215504 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1215560.750000 Penalty: 4566.041992
	Iteration 15Q: 3 clusters Score -1215561 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1215609.750000 Penalty: 4566.041992
	Iteration 16Q: 3 clusters Score -1215610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1215653.500000 Penalty: 4566.041992
	Iteration 17Q: 3 clusters Score -1215654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1215696.375000 Penalty: 4566.041992
	Iteration 18Q: 3 clusters Score -1215696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1215726.125000 Penalty: 4566.041992
	Iteration 19Q: 3 clusters Score -1215726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1215761.625000 Penalty: 4566.041992
	Iteration 20F: 3 clusters Score -1215762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1215792.125000 Penalty: 4566.041992
	Iteration 21Q: 3 clusters Score -1215792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1215817.750000 Penalty: 4566.041992
	Iteration 22Q: 3 clusters Score -1215818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1215838.625000 Penalty: 4566.041992
	Iteration 23Q: 3 clusters Score -1215839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1215854.625000 Penalty: 4566.041992
	Iteration 24Q: 3 clusters Score -1215855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1215875.000000 Penalty: 4566.041992
	Iteration 25Q: 3 clusters Score -1215875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1215898.250000 Penalty: 4566.041992
	Iteration 26Q: 3 clusters Score -1215898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1215919.750000 Penalty: 4566.041992
	Iteration 27Q: 3 clusters Score -1215920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1215937.625000 Penalty: 4566.041992
	Iteration 28Q: 3 clusters Score -1215938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1215947.875000 Penalty: 4566.041992
	Iteration 29Q: 3 clusters Score -1215948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1215955.125000 Penalty: 4566.041992
	Iteration 30Q: 3 clusters Score -1215955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1215966.625000 Penalty: 4566.041992
	Iteration 31Q: 3 clusters Score -1215967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1215970.875000 Penalty: 4566.041992
	Iteration 32Q: 3 clusters Score -1215971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1215979.500000 Penalty: 4566.041992
	Iteration 33Q: 3 clusters Score -1215980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1215988.000000 Penalty: 4566.041992
	Iteration 34Q: 3 clusters Score -1215988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1215990.000000 Penalty: 4566.041992
	Iteration 35Q: 3 clusters Score -1215990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1215992.625000 Penalty: 4566.041992
	Iteration 36Q: 3 clusters Score -1215993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1215997.250000 Penalty: 4566.041992
	Iteration 37Q: 3 clusters Score -1215997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1216001.500000 Penalty: 4566.041992
	Iteration 38Q: 3 clusters Score -1216002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1216003.000000 Penalty: 4566.041992
	Iteration 39Q: 3 clusters Score -1216003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1216007.750000 Penalty: 4566.041992
	Iteration 40F: 3 clusters Score -1216008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1216009.250000 Penalty: 4566.041992
	Iteration 41Q: 3 clusters Score -1216009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1216011.125000 Penalty: 4566.041992
	Iteration 42Q: 3 clusters Score -1216011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1216011.750000 Penalty: 4566.041992
	Iteration 43Q: 3 clusters Score -1216012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1216012.625000 Penalty: 4566.041992
	Iteration 44Q: 3 clusters Score -1216013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1216013.625000 Penalty: 4566.041992
	Iteration 45Q: 3 clusters Score -1216014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1216013.500000 Penalty: 4566.041992
	Iteration 46Q: 3 clusters Score -1216014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1216013.500000 Penalty: 4566.041992
	Iteration 47F: 3 clusters Score -1216014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -502122.062500 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -502122.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -498164.968750 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -498165 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -499046.281250 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -499046.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -499236.937500 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -499236.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -499339.781250 Penalty: 4127.787109
	Iteration 3Q: 3 clusters Score -499339.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -499409.093750 Penalty: 4127.787109
	Iteration 4Q: 3 clusters Score -499409.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -499464.312500 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -499464.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -499517.375000 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -499517.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -499575.406250 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -499575.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -499638.718750 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -499638.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -499709.750000 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -499709.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -499784.625000 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -499784.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -499853.468750 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -499853.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -499910.343750 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -499910.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -499970.218750 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -499970.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -500021.937500 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -500021.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -500072.312500 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -500072.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -500121.406250 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -500121.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -500169.250000 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -500169.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -500211.375000 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -500211.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -500242.656250 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -500242.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -500276.968750 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -500277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -500297.000000 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -500297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -500313.156250 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -500313.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -500330.468750 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -500330.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -500341.156250 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -500341.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -500344.937500 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -500344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -500353.250000 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -500353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -500356.687500 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -500356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -500360.312500 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -500360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -500366.031250 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -500366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -500374.125000 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -500374.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -500381.843750 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -500381.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -500388.218750 Penalty: 4127.787109
	Iteration 32Q: 3 clusters Score -500388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -500394.375000 Penalty: 4127.787109
	Iteration 33Q: 3 clusters Score -500394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -500398.312500 Penalty: 4127.787109
	Iteration 34Q: 3 clusters Score -500398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -500401.031250 Penalty: 4127.787109
	Iteration 35Q: 3 clusters Score -500401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -500407.937500 Penalty: 4127.787109
	Iteration 36Q: 3 clusters Score -500407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -500408.000000 Penalty: 4127.787109
	Iteration 37Q: 3 clusters Score -500408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -500409.812500 Penalty: 4127.787109
	Iteration 38Q: 3 clusters Score -500409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -500410.875000 Penalty: 4127.787109
	Iteration 39Q: 3 clusters Score -500410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -500412.875000 Penalty: 4127.787109
	Iteration 40F: 3 clusters Score -500412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -500413.187500 Penalty: 4127.787109
	Iteration 41Q: 3 clusters Score -500413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -500415.312500 Penalty: 4127.787109
	Iteration 42Q: 3 clusters Score -500415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -500416.718750 Penalty: 4127.787109
	Iteration 43Q: 3 clusters Score -500416.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -500420.562500 Penalty: 4127.787109
	Iteration 44Q: 3 clusters Score -500420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -500424.906250 Penalty: 4127.787109
	Iteration 45Q: 3 clusters Score -500424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -500430.312500 Penalty: 4127.787109
	Iteration 46Q: 3 clusters Score -500430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -500433.312500 Penalty: 4127.787109
	Iteration 47Q: 3 clusters Score -500433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -500436.218750 Penalty: 4127.787109
	Iteration 48Q: 3 clusters Score -500436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -500436.312500 Penalty: 4127.787109
	Iteration 49Q: 3 clusters Score -500436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -500437.343750 Penalty: 4127.787109
	Iteration 50Q: 3 clusters Score -500437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -500437.968750 Penalty: 4127.787109
	Iteration 51Q: 3 clusters Score -500438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -500439.062500 Penalty: 4127.787109
	Iteration 52Q: 3 clusters Score -500439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -500439.812500 Penalty: 4127.787109
	Iteration 53Q: 3 clusters Score -500439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -500442.625000 Penalty: 4127.787109
	Iteration 54Q: 3 clusters Score -500442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -500443.343750 Penalty: 4127.787109
	Iteration 55Q: 3 clusters Score -500443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -500444.687500 Penalty: 4127.787109
	Iteration 56Q: 3 clusters Score -500444.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -500448.468750 Penalty: 4127.787109
	Iteration 57Q: 3 clusters Score -500448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -500450.906250 Penalty: 4127.787109
	Iteration 58Q: 3 clusters Score -500450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -500452.500000 Penalty: 4127.787109
	Iteration 59Q: 3 clusters Score -500452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -500453.843750 Penalty: 4127.787109
	Iteration 60F: 3 clusters Score -500453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -500457.781250 Penalty: 4127.787109
	Iteration 61Q: 3 clusters Score -500457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -500457.000000 Penalty: 4127.787109
	Iteration 62Q: 3 clusters Score -500457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -500459.500000 Penalty: 4127.787109
	Iteration 63Q: 3 clusters Score -500459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -500460.968750 Penalty: 4127.787109
	Iteration 64Q: 3 clusters Score -500461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -500461.406250 Penalty: 4127.787109
	Iteration 65Q: 3 clusters Score -500461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -500461.406250 Penalty: 4127.787109
	Iteration 66F: 3 clusters Score -500461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Entering Unmasked Estep 
Score: -6916490.000000 Penalty: 2712.704834
	Iteration 0F: 2 clusters Score -6916490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -6878614.000000 Penalty: 5425.409668
	Iteration 0F: 3 clusters Score -6878614 nChanged 26021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6893297.500000 Penalty: 5425.409668
	Iteration 1F: 3 clusters Score -6893298 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -6894062.500000 Penalty: 5425.409668
	Iteration 2Q: 3 clusters Score -6894062 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -6894854.500000 Penalty: 5425.409668
	Iteration 3Q: 3 clusters Score -6894854 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6895902.500000 Penalty: 5425.409668
	Iteration 4Q: 3 clusters Score -6895902 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -6897315.000000 Penalty: 5425.409668
	Iteration 5F: 3 clusters Score -6897315 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -6899259.500000 Penalty: 5425.409668
	Iteration 6F: 3 clusters Score -6899260 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -6901667.000000 Penalty: 5425.409668
	Iteration 7F: 3 clusters Score -6901667 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -6904207.000000 Penalty: 5425.409668
	Iteration 8F: 3 clusters Score -6904207 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6906430.000000 Penalty: 5425.409668
	Iteration 9F: 3 clusters Score -6906430 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -6908050.000000 Penalty: 5425.409668
	Iteration 10F: 3 clusters Score -6908050 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -6909195.500000 Penalty: 5425.409668
	Iteration 11Q: 3 clusters Score -6909196 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -6910206.500000 Penalty: 5425.409668
	Iteration 12Q: 3 clusters Score -6910206 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -6911147.000000 Penalty: 5425.409668
	Iteration 13Q: 3 clusters Score -6911147 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6911911.500000 Penalty: 5425.409668
	Iteration 14Q: 3 clusters Score -6911912 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -6912580.000000 Penalty: 5425.409668
	Iteration 15Q: 3 clusters Score -6912580 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6913158.500000 Penalty: 5425.409668
	Iteration 16Q: 3 clusters Score -6913158 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6913525.000000 Penalty: 5425.409668
	Iteration 17Q: 3 clusters Score -6913525 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6913804.000000 Penalty: 5425.409668
	Iteration 18Q: 3 clusters Score -6913804 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6913982.500000 Penalty: 5425.409668
	Iteration 19Q: 3 clusters Score -6913982 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6914170.500000 Penalty: 5425.409668
	Iteration 20F: 3 clusters Score -6914170 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6914259.000000 Penalty: 5425.409668
	Iteration 21Q: 3 clusters Score -6914259 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6914328.000000 Penalty: 5425.409668
	Iteration 22Q: 3 clusters Score -6914328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6914390.000000 Penalty: 5425.409668
	Iteration 23Q: 3 clusters Score -6914390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6914408.000000 Penalty: 5425.409668
	Iteration 24Q: 3 clusters Score -6914408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6914432.500000 Penalty: 5425.409668
	Iteration 25Q: 3 clusters Score -6914432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6914446.000000 Penalty: 5425.409668
	Iteration 26Q: 3 clusters Score -6914446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6914463.000000 Penalty: 5425.409668
	Iteration 27Q: 3 clusters Score -6914463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6914478.500000 Penalty: 5425.409668
	Iteration 28Q: 3 clusters Score -6914478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6914492.500000 Penalty: 5425.409668
	Iteration 29Q: 3 clusters Score -6914492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6914496.500000 Penalty: 5425.409668
	Iteration 30Q: 3 clusters Score -6914496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6914505.500000 Penalty: 5425.409668
	Iteration 31Q: 3 clusters Score -6914506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6914502.500000 Penalty: 5425.409668
	Iteration 32Q: 3 clusters Score -6914502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6914519.000000 Penalty: 5425.409668
	Iteration 33Q: 3 clusters Score -6914519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6914521.000000 Penalty: 5425.409668
	Iteration 34Q: 3 clusters Score -6914521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6914534.000000 Penalty: 5425.409668
	Iteration 35Q: 3 clusters Score -6914534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6914539.500000 Penalty: 5425.409668
	Iteration 36Q: 3 clusters Score -6914540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6914537.500000 Penalty: 5425.409668
	Iteration 37Q: 3 clusters Score -6914538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6914539.000000 Penalty: 5425.409668
	Iteration 38Q: 3 clusters Score -6914539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6914542.500000 Penalty: 5425.409668
	Iteration 39Q: 3 clusters Score -6914542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6914546.500000 Penalty: 5425.409668
	Iteration 40F: 3 clusters Score -6914546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6914542.000000 Penalty: 5425.409668
	Iteration 41Q: 3 clusters Score -6914542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6914544.000000 Penalty: 5425.409668
	Iteration 42Q: 3 clusters Score -6914544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6914544.000000 Penalty: 5425.409668
	Iteration 43F: 3 clusters Score -6914544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -157304.093750 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -157304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155097.218750 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -155097.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -155697.203125 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -155697.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -155924.875000 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -155924.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -156080.703125 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -156080.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -156217.406250 Penalty: 3611.908447
	Iteration 4Q: 3 clusters Score -156217.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -156342.906250 Penalty: 3611.908447
	Iteration 5Q: 3 clusters Score -156342.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -156438.015625 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -156438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -156487.218750 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -156487.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -156516.437500 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -156516.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -156529.125000 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -156529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -156536.609375 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -156536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -156539.921875 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -156539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -156545.125000 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -156545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -156546.609375 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -156546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -156548.281250 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -156548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -156549.593750 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -156549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -156550.171875 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -156550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -156550.718750 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -156550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -156550.781250 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -156550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -156551.875000 Penalty: 3611.908447
	Iteration 19F: 3 clusters Score -156551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -156568.890625 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -156568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -156570.125000 Penalty: 3611.908447
	Iteration 21Q: 3 clusters Score -156570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -156570.531250 Penalty: 3611.908447
	Iteration 22Q: 3 clusters Score -156570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -156571.437500 Penalty: 3611.908447
	Iteration 23Q: 3 clusters Score -156571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -156571.687500 Penalty: 3611.908447
	Iteration 24Q: 3 clusters Score -156571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -156571.687500 Penalty: 3611.908447
	Iteration 25F: 3 clusters Score -156571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Entering Unmasked Estep 
Score: -3065774.750000 Penalty: 2518.889160
	Iteration 0F: 2 clusters Score -3065775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3047960.500000 Penalty: 5037.778320
	Iteration 0F: 3 clusters Score -3047960 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3054259.750000 Penalty: 5037.778320
	Iteration 1F: 3 clusters Score -3054260 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3054834.500000 Penalty: 5037.778320
	Iteration 2F: 3 clusters Score -3054834 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3055517.000000 Penalty: 5037.778320
	Iteration 3F: 3 clusters Score -3055517 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3056346.000000 Penalty: 5037.778320
	Iteration 4F: 3 clusters Score -3056346 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3057387.250000 Penalty: 5037.778320
	Iteration 5F: 3 clusters Score -3057387 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3058697.250000 Penalty: 5037.778320
	Iteration 6F: 3 clusters Score -3058697 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3060114.750000 Penalty: 5037.778320
	Iteration 7F: 3 clusters Score -3060115 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3061485.000000 Penalty: 5037.778320
	Iteration 8F: 3 clusters Score -3061485 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3062597.250000 Penalty: 5037.778320
	Iteration 9Q: 3 clusters Score -3062597 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3063400.250000 Penalty: 5037.778320
	Iteration 10Q: 3 clusters Score -3063400 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3063927.000000 Penalty: 5037.778320
	Iteration 11Q: 3 clusters Score -3063927 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3064249.250000 Penalty: 5037.778320
	Iteration 12Q: 3 clusters Score -3064249 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3064408.250000 Penalty: 5037.778320
	Iteration 13Q: 3 clusters Score -3064408 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3064498.750000 Penalty: 5037.778320
	Iteration 14Q: 3 clusters Score -3064499 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3064572.750000 Penalty: 5037.778320
	Iteration 15Q: 3 clusters Score -3064573 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3064640.000000 Penalty: 5037.778320
	Iteration 16Q: 3 clusters Score -3064640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3064694.500000 Penalty: 5037.778320
	Iteration 17Q: 3 clusters Score -3064694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3064714.750000 Penalty: 5037.778320
	Iteration 18Q: 3 clusters Score -3064715 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3064778.250000 Penalty: 5037.778320
	Iteration 19Q: 3 clusters Score -3064778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3064832.250000 Penalty: 5037.778320
	Iteration 20F: 3 clusters Score -3064832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3064878.500000 Penalty: 5037.778320
	Iteration 21Q: 3 clusters Score -3064878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3064926.000000 Penalty: 5037.778320
	Iteration 22Q: 3 clusters Score -3064926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3064957.250000 Penalty: 5037.778320
	Iteration 23Q: 3 clusters Score -3064957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3064968.000000 Penalty: 5037.778320
	Iteration 24Q: 3 clusters Score -3064968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3064979.250000 Penalty: 5037.778320
	Iteration 25Q: 3 clusters Score -3064979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3064995.500000 Penalty: 5037.778320
	Iteration 26Q: 3 clusters Score -3064996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3065004.500000 Penalty: 5037.778320
	Iteration 27Q: 3 clusters Score -3065004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3065004.500000 Penalty: 5037.778320
	Iteration 28Q: 3 clusters Score -3065004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3065010.750000 Penalty: 5037.778320
	Iteration 29Q: 3 clusters Score -3065011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3065018.000000 Penalty: 5037.778320
	Iteration 30Q: 3 clusters Score -3065018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3065014.250000 Penalty: 5037.778320
	Iteration 31Q: 3 clusters Score -3065014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3065011.750000 Penalty: 5037.778320
	Iteration 32Q: 3 clusters Score -3065012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3065010.000000 Penalty: 5037.778320
	Iteration 33Q: 3 clusters Score -3065010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3065012.500000 Penalty: 5037.778320
	Iteration 34Q: 3 clusters Score -3065012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3065013.000000 Penalty: 5037.778320
	Iteration 35Q: 3 clusters Score -3065013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3065005.500000 Penalty: 5037.778320
	Iteration 36Q: 3 clusters Score -3065006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3065006.750000 Penalty: 5037.778320
	Iteration 37Q: 3 clusters Score -3065007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3065011.750000 Penalty: 5037.778320
	Iteration 38Q: 3 clusters Score -3065012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3065016.500000 Penalty: 5037.778320
	Iteration 39Q: 3 clusters Score -3065016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3065020.000000 Penalty: 5037.778320
	Iteration 40F: 3 clusters Score -3065020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3065016.750000 Penalty: 5037.778320
	Iteration 41Q: 3 clusters Score -3065017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3065023.750000 Penalty: 5037.778320
	Iteration 42Q: 3 clusters Score -3065024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3065023.250000 Penalty: 5037.778320
	Iteration 43Q: 3 clusters Score -3065023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3065018.500000 Penalty: 5037.778320
	Iteration 44Q: 3 clusters Score -3065018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3065023.750000 Penalty: 5037.778320
	Iteration 45Q: 3 clusters Score -3065024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3065017.750000 Penalty: 5037.778320
	Iteration 46Q: 3 clusters Score -3065018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3065026.250000 Penalty: 5037.778320
	Iteration 47Q: 3 clusters Score -3065026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3065026.000000 Penalty: 5037.778320
	Iteration 48Q: 3 clusters Score -3065026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3065028.500000 Penalty: 5037.778320
	Iteration 49Q: 3 clusters Score -3065028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3065031.000000 Penalty: 5037.778320
	Iteration 50Q: 3 clusters Score -3065031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3065039.250000 Penalty: 5037.778320
	Iteration 51Q: 3 clusters Score -3065039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3065027.750000 Penalty: 5037.778320
	Iteration 52Q: 3 clusters Score -3065028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3065029.250000 Penalty: 5037.778320
	Iteration 53Q: 3 clusters Score -3065029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3065035.500000 Penalty: 5037.778320
	Iteration 54Q: 3 clusters Score -3065036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3065032.500000 Penalty: 5037.778320
	Iteration 55Q: 3 clusters Score -3065032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3065030.500000 Penalty: 5037.778320
	Iteration 56Q: 3 clusters Score -3065030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3065034.250000 Penalty: 5037.778320
	Iteration 57Q: 3 clusters Score -3065034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3065036.750000 Penalty: 5037.778320
	Iteration 58Q: 3 clusters Score -3065037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3065036.750000 Penalty: 5037.778320
	Iteration 59F: 3 clusters Score -3065037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (182909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182909 members 
Entering Unmasked Estep 
Score: -22784038.000000 Penalty: 3004.952637
	Iteration 0F: 2 clusters Score -2.278404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -22666400.000000 Penalty: 6009.905273
	Iteration 0F: 3 clusters Score -2.26664e+07 nChanged 87835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -22717470.000000 Penalty: 6009.905273
	Iteration 1F: 3 clusters Score -2.271747e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -22718476.000000 Penalty: 6009.905273
	Iteration 2Q: 3 clusters Score -2.271848e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -22719564.000000 Penalty: 6009.905273
	Iteration 3Q: 3 clusters Score -2.271956e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
Score: -22721104.000000 Penalty: 6009.905273
	Iteration 4Q: 3 clusters Score -2.27211e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -22723334.000000 Penalty: 6009.905273
	Iteration 5Q: 3 clusters Score -2.272333e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 113534 members 
Entering Unmasked Estep 
Score: -22726972.000000 Penalty: 6009.905273
	Iteration 6Q: 3 clusters Score -2.272697e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 123968 members 
Entering Unmasked Estep 
Score: -22733950.000000 Penalty: 6009.905273
	Iteration 7F: 3 clusters Score -2.273395e+07 nChanged 13636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 137496 members 
Entering Unmasked Estep 
Score: -22744348.000000 Penalty: 6009.905273
	Iteration 8F: 3 clusters Score -2.274435e+07 nChanged 14982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 152464 members 
Entering Unmasked Estep 
Score: -22757288.000000 Penalty: 6009.905273
	Iteration 9F: 3 clusters Score -2.275729e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 165397 members 
Entering Unmasked Estep 
Score: -22768468.000000 Penalty: 6009.905273
	Iteration 10F: 3 clusters Score -2.276847e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -22775394.000000 Penalty: 6009.905273
	Iteration 11Q: 3 clusters Score -2.277539e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 178839 members 
Entering Unmasked Estep 
Score: -22778596.000000 Penalty: 6009.905273
	Iteration 12Q: 3 clusters Score -2.27786e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 181059 members 
Entering Unmasked Estep 
Score: -22780074.000000 Penalty: 6009.905273
	Iteration 13Q: 3 clusters Score -2.278007e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 181950 members 
Entering Unmasked Estep 
Score: -22780740.000000 Penalty: 6009.905273
	Iteration 14Q: 3 clusters Score -2.278074e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 182307 members 
Entering Unmasked Estep 
Score: -22781072.000000 Penalty: 6009.905273
	Iteration 15Q: 3 clusters Score -2.278107e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 182453 members 
Entering Unmasked Estep 
Score: -22781194.000000 Penalty: 6009.905273
	Iteration 16Q: 3 clusters Score -2.278119e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 182510 members 
Entering Unmasked Estep 
Score: -22781258.000000 Penalty: 6009.905273
	Iteration 17Q: 3 clusters Score -2.278126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 182541 members 
Entering Unmasked Estep 
Score: -22781288.000000 Penalty: 6009.905273
	Iteration 18Q: 3 clusters Score -2.278129e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 182573 members 
Entering Unmasked Estep 
Score: -22781312.000000 Penalty: 6009.905273
	Iteration 19Q: 3 clusters Score -2.278131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 182587 members 
Entering Unmasked Estep 
Score: -22781304.000000 Penalty: 6009.905273
	Iteration 20F: 3 clusters Score -2.27813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 182600 members 
Entering Unmasked Estep 
Score: -22781332.000000 Penalty: 6009.905273
	Iteration 21Q: 3 clusters Score -2.278133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182607 members 
Entering Unmasked Estep 
Score: -22781334.000000 Penalty: 6009.905273
	Iteration 22Q: 3 clusters Score -2.278133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 182612 members 
Entering Unmasked Estep 
Score: -22781328.000000 Penalty: 6009.905273
	Iteration 23Q: 3 clusters Score -2.278133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 182612 members 
Entering Unmasked Estep 
Score: -22781342.000000 Penalty: 6009.905273
	Iteration 24Q: 3 clusters Score -2.278134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 182612 members 
Entering Unmasked Estep 
Score: -22781338.000000 Penalty: 6009.905273
	Iteration 25Q: 3 clusters Score -2.278134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 182614 members 
Entering Unmasked Estep 
Score: -22781324.000000 Penalty: 6009.905273
	Iteration 26Q: 3 clusters Score -2.278132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 182615 members 
Entering Unmasked Estep 
Score: -22781330.000000 Penalty: 6009.905273
	Iteration 27Q: 3 clusters Score -2.278133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 182615 members 
Entering Unmasked Estep 
Score: -22781330.000000 Penalty: 6009.905273
	Iteration 28F: 3 clusters Score -2.278133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Entering Unmasked Estep 
Score: -2640891.250000 Penalty: 2474.173340
	Iteration 0F: 2 clusters Score -2640891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2625801.000000 Penalty: 4948.346680
	Iteration 0F: 3 clusters Score -2625801 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2630967.750000 Penalty: 4948.346680
	Iteration 1F: 3 clusters Score -2630968 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2631371.250000 Penalty: 4948.346680
	Iteration 2F: 3 clusters Score -2631371 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2631759.750000 Penalty: 4948.346680
	Iteration 3Q: 3 clusters Score -2631760 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2632154.000000 Penalty: 4948.346680
	Iteration 4Q: 3 clusters Score -2632154 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2632533.250000 Penalty: 4948.346680
	Iteration 5Q: 3 clusters Score -2632533 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2632953.250000 Penalty: 4948.346680
	Iteration 6Q: 3 clusters Score -2632953 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2633413.000000 Penalty: 4948.346680
	Iteration 7Q: 3 clusters Score -2633413 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2633964.000000 Penalty: 4948.346680
	Iteration 8Q: 3 clusters Score -2633964 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2634650.000000 Penalty: 4948.346680
	Iteration 9F: 3 clusters Score -2634650 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2635403.250000 Penalty: 4948.346680
	Iteration 10F: 3 clusters Score -2635403 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2636123.500000 Penalty: 4948.346680
	Iteration 11Q: 3 clusters Score -2636124 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2636756.500000 Penalty: 4948.346680
	Iteration 12Q: 3 clusters Score -2636756 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2637308.000000 Penalty: 4948.346680
	Iteration 13Q: 3 clusters Score -2637308 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2637797.250000 Penalty: 4948.346680
	Iteration 14Q: 3 clusters Score -2637797 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2638154.000000 Penalty: 4948.346680
	Iteration 15Q: 3 clusters Score -2638154 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2638427.250000 Penalty: 4948.346680
	Iteration 16Q: 3 clusters Score -2638427 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2638629.500000 Penalty: 4948.346680
	Iteration 17Q: 3 clusters Score -2638630 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2638789.000000 Penalty: 4948.346680
	Iteration 18Q: 3 clusters Score -2638789 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2638889.750000 Penalty: 4948.346680
	Iteration 19Q: 3 clusters Score -2638890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2638963.250000 Penalty: 4948.346680
	Iteration 20F: 3 clusters Score -2638963 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2639006.750000 Penalty: 4948.346680
	Iteration 21Q: 3 clusters Score -2639007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2639026.000000 Penalty: 4948.346680
	Iteration 22Q: 3 clusters Score -2639026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2639043.500000 Penalty: 4948.346680
	Iteration 23Q: 3 clusters Score -2639044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2639051.500000 Penalty: 4948.346680
	Iteration 24Q: 3 clusters Score -2639052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2639070.000000 Penalty: 4948.346680
	Iteration 25Q: 3 clusters Score -2639070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2639081.250000 Penalty: 4948.346680
	Iteration 26Q: 3 clusters Score -2639081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2639093.250000 Penalty: 4948.346680
	Iteration 27Q: 3 clusters Score -2639093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2639101.750000 Penalty: 4948.346680
	Iteration 28Q: 3 clusters Score -2639102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2639107.500000 Penalty: 4948.346680
	Iteration 29Q: 3 clusters Score -2639108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2639113.500000 Penalty: 4948.346680
	Iteration 30Q: 3 clusters Score -2639114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2639117.250000 Penalty: 4948.346680
	Iteration 31Q: 3 clusters Score -2639117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2639114.000000 Penalty: 4948.346680
	Iteration 32Q: 3 clusters Score -2639114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2639116.000000 Penalty: 4948.346680
	Iteration 33Q: 3 clusters Score -2639116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2639114.750000 Penalty: 4948.346680
	Iteration 34Q: 3 clusters Score -2639115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2639115.500000 Penalty: 4948.346680
	Iteration 35Q: 3 clusters Score -2639116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2639116.500000 Penalty: 4948.346680
	Iteration 36Q: 3 clusters Score -2639116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2639114.750000 Penalty: 4948.346680
	Iteration 37Q: 3 clusters Score -2639115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2639114.000000 Penalty: 4948.346680
	Iteration 38Q: 3 clusters Score -2639114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2639114.750000 Penalty: 4948.346680
	Iteration 39Q: 3 clusters Score -2639115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2639113.750000 Penalty: 4948.346680
	Iteration 40F: 3 clusters Score -2639114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Entering Unmasked Estep 
Score: -3503765.000000 Penalty: 2543.838623
	Iteration 0F: 2 clusters Score -3503765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3484174.000000 Penalty: 5087.677246
	Iteration 0F: 3 clusters Score -3484174 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3490984.000000 Penalty: 5087.677246
	Iteration 1F: 3 clusters Score -3490984 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3491471.500000 Penalty: 5087.677246
	Iteration 2Q: 3 clusters Score -3491472 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3491907.750000 Penalty: 5087.677246
	Iteration 3Q: 3 clusters Score -3491908 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3492322.500000 Penalty: 5087.677246
	Iteration 4Q: 3 clusters Score -3492322 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3492764.000000 Penalty: 5087.677246
	Iteration 5Q: 3 clusters Score -3492764 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3493217.000000 Penalty: 5087.677246
	Iteration 6Q: 3 clusters Score -3493217 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3493682.000000 Penalty: 5087.677246
	Iteration 7Q: 3 clusters Score -3493682 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3494107.000000 Penalty: 5087.677246
	Iteration 8Q: 3 clusters Score -3494107 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3494607.500000 Penalty: 5087.677246
	Iteration 9Q: 3 clusters Score -3494608 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3495162.000000 Penalty: 5087.677246
	Iteration 10Q: 3 clusters Score -3495162 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3495711.000000 Penalty: 5087.677246
	Iteration 11Q: 3 clusters Score -3495711 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3496240.500000 Penalty: 5087.677246
	Iteration 12Q: 3 clusters Score -3496240 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3496758.500000 Penalty: 5087.677246
	Iteration 13Q: 3 clusters Score -3496758 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3497288.750000 Penalty: 5087.677246
	Iteration 14Q: 3 clusters Score -3497289 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3497812.500000 Penalty: 5087.677246
	Iteration 15Q: 3 clusters Score -3497812 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3498378.750000 Penalty: 5087.677246
	Iteration 16Q: 3 clusters Score -3498379 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3498952.250000 Penalty: 5087.677246
	Iteration 17Q: 3 clusters Score -3498952 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3499522.500000 Penalty: 5087.677246
	Iteration 18Q: 3 clusters Score -3499522 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3500018.250000 Penalty: 5087.677246
	Iteration 19Q: 3 clusters Score -3500018 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3500410.250000 Penalty: 5087.677246
	Iteration 20F: 3 clusters Score -3500410 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3500709.250000 Penalty: 5087.677246
	Iteration 21Q: 3 clusters Score -3500709 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3500934.000000 Penalty: 5087.677246
	Iteration 22Q: 3 clusters Score -3500934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3501113.250000 Penalty: 5087.677246
	Iteration 23Q: 3 clusters Score -3501113 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3501222.500000 Penalty: 5087.677246
	Iteration 24Q: 3 clusters Score -3501222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3501296.500000 Penalty: 5087.677246
	Iteration 25Q: 3 clusters Score -3501296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3501367.250000 Penalty: 5087.677246
	Iteration 26Q: 3 clusters Score -3501367 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3501414.250000 Penalty: 5087.677246
	Iteration 27Q: 3 clusters Score -3501414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3501451.000000 Penalty: 5087.677246
	Iteration 28Q: 3 clusters Score -3501451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3501489.750000 Penalty: 5087.677246
	Iteration 29Q: 3 clusters Score -3501490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3501512.250000 Penalty: 5087.677246
	Iteration 30Q: 3 clusters Score -3501512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3501532.500000 Penalty: 5087.677246
	Iteration 31Q: 3 clusters Score -3501532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3501559.250000 Penalty: 5087.677246
	Iteration 32Q: 3 clusters Score -3501559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3501583.000000 Penalty: 5087.677246
	Iteration 33Q: 3 clusters Score -3501583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3501595.000000 Penalty: 5087.677246
	Iteration 34Q: 3 clusters Score -3501595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3501612.500000 Penalty: 5087.677246
	Iteration 35Q: 3 clusters Score -3501612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3501618.750000 Penalty: 5087.677246
	Iteration 36Q: 3 clusters Score -3501619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3501627.250000 Penalty: 5087.677246
	Iteration 37Q: 3 clusters Score -3501627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3501630.250000 Penalty: 5087.677246
	Iteration 38Q: 3 clusters Score -3501630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3501631.750000 Penalty: 5087.677246
	Iteration 39Q: 3 clusters Score -3501632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3501631.250000 Penalty: 5087.677246
	Iteration 40F: 3 clusters Score -3501631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3501634.750000 Penalty: 5087.677246
	Iteration 41Q: 3 clusters Score -3501635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3501632.750000 Penalty: 5087.677246
	Iteration 42Q: 3 clusters Score -3501633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3501631.000000 Penalty: 5087.677246
	Iteration 43Q: 3 clusters Score -3501631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3501631.000000 Penalty: 5087.677246
	Iteration 44F: 3 clusters Score -3501631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -760423.312500 Penalty: 2176.795410
	Iteration 0F: 2 clusters Score -760423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -755010.687500 Penalty: 4353.590820
	Iteration 0F: 3 clusters Score -755010.7 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -756550.062500 Penalty: 4353.590820
	Iteration 1F: 3 clusters Score -756550.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -757025.500000 Penalty: 4353.590820
	Iteration 2F: 3 clusters Score -757025.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -757429.750000 Penalty: 4353.590820
	Iteration 3F: 3 clusters Score -757429.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -757777.125000 Penalty: 4353.590820
	Iteration 4F: 3 clusters Score -757777.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -758083.937500 Penalty: 4353.590820
	Iteration 5F: 3 clusters Score -758083.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -758350.875000 Penalty: 4353.590820
	Iteration 6F: 3 clusters Score -758350.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -758532.062500 Penalty: 4353.590820
	Iteration 7Q: 3 clusters Score -758532.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -758669.687500 Penalty: 4353.590820
	Iteration 8Q: 3 clusters Score -758669.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -758750.437500 Penalty: 4353.590820
	Iteration 9Q: 3 clusters Score -758750.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -758802.875000 Penalty: 4353.590820
	Iteration 10Q: 3 clusters Score -758802.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -758832.750000 Penalty: 4353.590820
	Iteration 11Q: 3 clusters Score -758832.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -758856.812500 Penalty: 4353.590820
	Iteration 12Q: 3 clusters Score -758856.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -758875.125000 Penalty: 4353.590820
	Iteration 13Q: 3 clusters Score -758875.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -758882.187500 Penalty: 4353.590820
	Iteration 14Q: 3 clusters Score -758882.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -758892.000000 Penalty: 4353.590820
	Iteration 15Q: 3 clusters Score -758892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -758909.062500 Penalty: 4353.590820
	Iteration 16Q: 3 clusters Score -758909.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -758929.500000 Penalty: 4353.590820
	Iteration 17Q: 3 clusters Score -758929.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -758958.000000 Penalty: 4353.590820
	Iteration 18Q: 3 clusters Score -758958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -758979.625000 Penalty: 4353.590820
	Iteration 19Q: 3 clusters Score -758979.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -759003.562500 Penalty: 4353.590820
	Iteration 20F: 3 clusters Score -759003.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -759029.437500 Penalty: 4353.590820
	Iteration 21Q: 3 clusters Score -759029.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -759055.750000 Penalty: 4353.590820
	Iteration 22Q: 3 clusters Score -759055.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -759076.875000 Penalty: 4353.590820
	Iteration 23Q: 3 clusters Score -759076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -759090.437500 Penalty: 4353.590820
	Iteration 24Q: 3 clusters Score -759090.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -759104.750000 Penalty: 4353.590820
	Iteration 25Q: 3 clusters Score -759104.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -759125.250000 Penalty: 4353.590820
	Iteration 26Q: 3 clusters Score -759125.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -759141.187500 Penalty: 4353.590820
	Iteration 27Q: 3 clusters Score -759141.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -759154.500000 Penalty: 4353.590820
	Iteration 28Q: 3 clusters Score -759154.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -759167.812500 Penalty: 4353.590820
	Iteration 29Q: 3 clusters Score -759167.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -759174.625000 Penalty: 4353.590820
	Iteration 30Q: 3 clusters Score -759174.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -759183.750000 Penalty: 4353.590820
	Iteration 31Q: 3 clusters Score -759183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -759189.812500 Penalty: 4353.590820
	Iteration 32Q: 3 clusters Score -759189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -759193.437500 Penalty: 4353.590820
	Iteration 33Q: 3 clusters Score -759193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -759200.687500 Penalty: 4353.590820
	Iteration 34Q: 3 clusters Score -759200.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -759207.187500 Penalty: 4353.590820
	Iteration 35Q: 3 clusters Score -759207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -759211.000000 Penalty: 4353.590820
	Iteration 36Q: 3 clusters Score -759211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -759216.125000 Penalty: 4353.590820
	Iteration 37Q: 3 clusters Score -759216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -759221.875000 Penalty: 4353.590820
	Iteration 38Q: 3 clusters Score -759221.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -759230.937500 Penalty: 4353.590820
	Iteration 39Q: 3 clusters Score -759230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -759232.625000 Penalty: 4353.590820
	Iteration 40F: 3 clusters Score -759232.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -759237.250000 Penalty: 4353.590820
	Iteration 41Q: 3 clusters Score -759237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -759239.000000 Penalty: 4353.590820
	Iteration 42Q: 3 clusters Score -759239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -759241.375000 Penalty: 4353.590820
	Iteration 43Q: 3 clusters Score -759241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -759240.812500 Penalty: 4353.590820
	Iteration 44Q: 3 clusters Score -759240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -759240.812500 Penalty: 4353.590820
	Iteration 45F: 3 clusters Score -759240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Entering Unmasked Estep 
Score: -3710054.750000 Penalty: 2562.485840
	Iteration 0F: 2 clusters Score -3710055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3689056.000000 Penalty: 5124.971680
	Iteration 0F: 3 clusters Score -3689056 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3696651.750000 Penalty: 5124.971680
	Iteration 1F: 3 clusters Score -3696652 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3697198.000000 Penalty: 5124.971680
	Iteration 2Q: 3 clusters Score -3697198 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3697720.000000 Penalty: 5124.971680
	Iteration 3Q: 3 clusters Score -3697720 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3698411.750000 Penalty: 5124.971680
	Iteration 4Q: 3 clusters Score -3698412 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3699286.500000 Penalty: 5124.971680
	Iteration 5Q: 3 clusters Score -3699286 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3700207.000000 Penalty: 5124.971680
	Iteration 6F: 3 clusters Score -3700207 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3701172.000000 Penalty: 5124.971680
	Iteration 7F: 3 clusters Score -3701172 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3702191.500000 Penalty: 5124.971680
	Iteration 8F: 3 clusters Score -3702192 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3703284.000000 Penalty: 5124.971680
	Iteration 9F: 3 clusters Score -3703284 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3704450.000000 Penalty: 5124.971680
	Iteration 10F: 3 clusters Score -3704450 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3705451.250000 Penalty: 5124.971680
	Iteration 11Q: 3 clusters Score -3705451 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3706204.750000 Penalty: 5124.971680
	Iteration 12Q: 3 clusters Score -3706205 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3706744.250000 Penalty: 5124.971680
	Iteration 13Q: 3 clusters Score -3706744 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3707069.500000 Penalty: 5124.971680
	Iteration 14Q: 3 clusters Score -3707070 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3707319.000000 Penalty: 5124.971680
	Iteration 15Q: 3 clusters Score -3707319 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3707492.500000 Penalty: 5124.971680
	Iteration 16Q: 3 clusters Score -3707492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3707602.250000 Penalty: 5124.971680
	Iteration 17Q: 3 clusters Score -3707602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3707673.500000 Penalty: 5124.971680
	Iteration 18Q: 3 clusters Score -3707674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3707730.750000 Penalty: 5124.971680
	Iteration 19Q: 3 clusters Score -3707731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3707769.750000 Penalty: 5124.971680
	Iteration 20F: 3 clusters Score -3707770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3707800.500000 Penalty: 5124.971680
	Iteration 21Q: 3 clusters Score -3707800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3707825.750000 Penalty: 5124.971680
	Iteration 22Q: 3 clusters Score -3707826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3707847.750000 Penalty: 5124.971680
	Iteration 23Q: 3 clusters Score -3707848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3707865.250000 Penalty: 5124.971680
	Iteration 24Q: 3 clusters Score -3707865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3707880.750000 Penalty: 5124.971680
	Iteration 25Q: 3 clusters Score -3707881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3707883.000000 Penalty: 5124.971680
	Iteration 26Q: 3 clusters Score -3707883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3707890.750000 Penalty: 5124.971680
	Iteration 27Q: 3 clusters Score -3707891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3707890.000000 Penalty: 5124.971680
	Iteration 28Q: 3 clusters Score -3707890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3707889.750000 Penalty: 5124.971680
	Iteration 29Q: 3 clusters Score -3707890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3707887.250000 Penalty: 5124.971680
	Iteration 30Q: 3 clusters Score -3707887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3707889.250000 Penalty: 5124.971680
	Iteration 31Q: 3 clusters Score -3707889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3707890.500000 Penalty: 5124.971680
	Iteration 32Q: 3 clusters Score -3707890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3707891.500000 Penalty: 5124.971680
	Iteration 33Q: 3 clusters Score -3707892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3707894.500000 Penalty: 5124.971680
	Iteration 34Q: 3 clusters Score -3707894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3707896.250000 Penalty: 5124.971680
	Iteration 35Q: 3 clusters Score -3707896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3707896.500000 Penalty: 5124.971680
	Iteration 36Q: 3 clusters Score -3707896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3707898.750000 Penalty: 5124.971680
	Iteration 37Q: 3 clusters Score -3707899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3707899.000000 Penalty: 5124.971680
	Iteration 38Q: 3 clusters Score -3707899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3707899.000000 Penalty: 5124.971680
	Iteration 39F: 3 clusters Score -3707899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Entering Unmasked Estep 
Score: -4380956.000000 Penalty: 2607.522705
	Iteration 0F: 2 clusters Score -4380956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4355957.000000 Penalty: 5215.045410
	Iteration 0F: 3 clusters Score -4355957 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4365028.500000 Penalty: 5215.045410
	Iteration 1F: 3 clusters Score -4365028 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4365501.000000 Penalty: 5215.045410
	Iteration 2Q: 3 clusters Score -4365501 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4365960.500000 Penalty: 5215.045410
	Iteration 3Q: 3 clusters Score -4365960 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4366381.500000 Penalty: 5215.045410
	Iteration 4Q: 3 clusters Score -4366382 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4366765.500000 Penalty: 5215.045410
	Iteration 5Q: 3 clusters Score -4366766 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4367200.000000 Penalty: 5215.045410
	Iteration 6Q: 3 clusters Score -4367200 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4367664.500000 Penalty: 5215.045410
	Iteration 7Q: 3 clusters Score -4367664 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4368246.000000 Penalty: 5215.045410
	Iteration 8Q: 3 clusters Score -4368246 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4368935.500000 Penalty: 5215.045410
	Iteration 9Q: 3 clusters Score -4368936 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4369814.500000 Penalty: 5215.045410
	Iteration 10Q: 3 clusters Score -4369814 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4370943.000000 Penalty: 5215.045410
	Iteration 11Q: 3 clusters Score -4370943 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4372177.500000 Penalty: 5215.045410
	Iteration 12F: 3 clusters Score -4372178 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4373167.000000 Penalty: 5215.045410
	Iteration 13Q: 3 clusters Score -4373167 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4373777.500000 Penalty: 5215.045410
	Iteration 14Q: 3 clusters Score -4373778 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4374247.000000 Penalty: 5215.045410
	Iteration 15Q: 3 clusters Score -4374247 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4374626.500000 Penalty: 5215.045410
	Iteration 16Q: 3 clusters Score -4374626 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4374962.500000 Penalty: 5215.045410
	Iteration 17Q: 3 clusters Score -4374962 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4375237.500000 Penalty: 5215.045410
	Iteration 18Q: 3 clusters Score -4375238 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4375500.500000 Penalty: 5215.045410
	Iteration 19Q: 3 clusters Score -4375500 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4375755.500000 Penalty: 5215.045410
	Iteration 20F: 3 clusters Score -4375756 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4376014.500000 Penalty: 5215.045410
	Iteration 21Q: 3 clusters Score -4376014 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4376208.500000 Penalty: 5215.045410
	Iteration 22Q: 3 clusters Score -4376208 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -4376396.500000 Penalty: 5215.045410
	Iteration 23Q: 3 clusters Score -4376396 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -4376558.000000 Penalty: 5215.045410
	Iteration 24Q: 3 clusters Score -4376558 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4376709.500000 Penalty: 5215.045410
	Iteration 25Q: 3 clusters Score -4376710 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4376860.000000 Penalty: 5215.045410
	Iteration 26Q: 3 clusters Score -4376860 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4376980.500000 Penalty: 5215.045410
	Iteration 27Q: 3 clusters Score -4376980 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4377111.000000 Penalty: 5215.045410
	Iteration 28Q: 3 clusters Score -4377111 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4377269.000000 Penalty: 5215.045410
	Iteration 29Q: 3 clusters Score -4377269 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4377409.500000 Penalty: 5215.045410
	Iteration 30Q: 3 clusters Score -4377410 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -4377540.500000 Penalty: 5215.045410
	Iteration 31Q: 3 clusters Score -4377540 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4377633.000000 Penalty: 5215.045410
	Iteration 32Q: 3 clusters Score -4377633 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4377778.000000 Penalty: 5215.045410
	Iteration 33Q: 3 clusters Score -4377778 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4377894.000000 Penalty: 5215.045410
	Iteration 34Q: 3 clusters Score -4377894 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4377992.000000 Penalty: 5215.045410
	Iteration 35Q: 3 clusters Score -4377992 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4378090.000000 Penalty: 5215.045410
	Iteration 36Q: 3 clusters Score -4378090 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4378176.000000 Penalty: 5215.045410
	Iteration 37Q: 3 clusters Score -4378176 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4378265.500000 Penalty: 5215.045410
	Iteration 38Q: 3 clusters Score -4378266 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4378338.000000 Penalty: 5215.045410
	Iteration 39Q: 3 clusters Score -4378338 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4378405.000000 Penalty: 5215.045410
	Iteration 40F: 3 clusters Score -4378405 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4378470.500000 Penalty: 5215.045410
	Iteration 41Q: 3 clusters Score -4378470 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4378499.500000 Penalty: 5215.045410
	Iteration 42Q: 3 clusters Score -4378500 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4378541.500000 Penalty: 5215.045410
	Iteration 43Q: 3 clusters Score -4378542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4378576.500000 Penalty: 5215.045410
	Iteration 44Q: 3 clusters Score -4378576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4378594.000000 Penalty: 5215.045410
	Iteration 45Q: 3 clusters Score -4378594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4378622.500000 Penalty: 5215.045410
	Iteration 46Q: 3 clusters Score -4378622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4378653.000000 Penalty: 5215.045410
	Iteration 47Q: 3 clusters Score -4378653 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4378663.000000 Penalty: 5215.045410
	Iteration 48Q: 3 clusters Score -4378663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4378684.000000 Penalty: 5215.045410
	Iteration 49Q: 3 clusters Score -4378684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4378702.000000 Penalty: 5215.045410
	Iteration 50Q: 3 clusters Score -4378702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4378714.500000 Penalty: 5215.045410
	Iteration 51Q: 3 clusters Score -4378714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4378730.000000 Penalty: 5215.045410
	Iteration 52Q: 3 clusters Score -4378730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4378730.500000 Penalty: 5215.045410
	Iteration 53Q: 3 clusters Score -4378730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4378738.500000 Penalty: 5215.045410
	Iteration 54Q: 3 clusters Score -4378738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4378747.500000 Penalty: 5215.045410
	Iteration 55Q: 3 clusters Score -4378748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4378756.500000 Penalty: 5215.045410
	Iteration 56Q: 3 clusters Score -4378756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4378765.000000 Penalty: 5215.045410
	Iteration 57Q: 3 clusters Score -4378765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4378769.500000 Penalty: 5215.045410
	Iteration 58Q: 3 clusters Score -4378770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4378772.000000 Penalty: 5215.045410
	Iteration 59Q: 3 clusters Score -4378772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4378771.000000 Penalty: 5215.045410
	Iteration 60F: 3 clusters Score -4378771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4378776.500000 Penalty: 5215.045410
	Iteration 61Q: 3 clusters Score -4378776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4378782.500000 Penalty: 5215.045410
	Iteration 62Q: 3 clusters Score -4378782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4378791.000000 Penalty: 5215.045410
	Iteration 63Q: 3 clusters Score -4378791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4378788.000000 Penalty: 5215.045410
	Iteration 64Q: 3 clusters Score -4378788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4378792.000000 Penalty: 5215.045410
	Iteration 65Q: 3 clusters Score -4378792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4378792.500000 Penalty: 5215.045410
	Iteration 66Q: 3 clusters Score -4378792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4378798.000000 Penalty: 5215.045410
	Iteration 67Q: 3 clusters Score -4378798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4378799.500000 Penalty: 5215.045410
	Iteration 68Q: 3 clusters Score -4378800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4378805.000000 Penalty: 5215.045410
	Iteration 69Q: 3 clusters Score -4378805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4378809.000000 Penalty: 5215.045410
	Iteration 70Q: 3 clusters Score -4378809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4378803.500000 Penalty: 5215.045410
	Iteration 71Q: 3 clusters Score -4378804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4378801.500000 Penalty: 5215.045410
	Iteration 72Q: 3 clusters Score -4378802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4378802.000000 Penalty: 5215.045410
	Iteration 73Q: 3 clusters Score -4378802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4378805.000000 Penalty: 5215.045410
	Iteration 74Q: 3 clusters Score -4378805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4378800.500000 Penalty: 5215.045410
	Iteration 75Q: 3 clusters Score -4378800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4378800.000000 Penalty: 5215.045410
	Iteration 76Q: 3 clusters Score -4378800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4378799.500000 Penalty: 5215.045410
	Iteration 77Q: 3 clusters Score -4378800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4378800.000000 Penalty: 5215.045410
	Iteration 78Q: 3 clusters Score -4378800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4378802.500000 Penalty: 5215.045410
	Iteration 79Q: 3 clusters Score -4378802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4378804.500000 Penalty: 5215.045410
	Iteration 80F: 3 clusters Score -4378804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4378803.500000 Penalty: 5215.045410
	Iteration 81Q: 3 clusters Score -4378804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4378803.500000 Penalty: 5215.045410
	Iteration 82F: 3 clusters Score -4378804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -975730.000000 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -975730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -968850.687500 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -968850.7 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -970952.000000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -970952 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -971439.750000 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -971439.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -971839.562500 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -971839.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -972270.000000 Penalty: 4495.305664
	Iteration 4F: 3 clusters Score -972270 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -972666.687500 Penalty: 4495.305664
	Iteration 5F: 3 clusters Score -972666.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -973028.062500 Penalty: 4495.305664
	Iteration 6F: 3 clusters Score -973028.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -973350.750000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -973350.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -973617.062500 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -973617.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -973817.187500 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -973817.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -973962.750000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -973962.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -974077.437500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -974077.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -974168.562500 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -974168.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -974261.250000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -974261.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -974354.687500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -974354.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -974440.812500 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -974440.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -974514.187500 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -974514.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -974603.500000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -974603.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -974685.500000 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -974685.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -974743.750000 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -974743.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -974795.437500 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -974795.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -974828.500000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -974828.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -974845.375000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -974845.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -974855.687500 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -974855.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -974861.750000 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -974861.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -974869.375000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -974869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -974873.937500 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -974873.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -974879.250000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -974879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -974889.312500 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -974889.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -974900.812500 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -974900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -974906.062500 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -974906.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -974910.562500 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -974910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -974913.125000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -974913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -974919.125000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -974919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -974920.937500 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -974920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -974924.500000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -974924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -974925.062500 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -974925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -974924.312500 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -974924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -974924.437500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -974924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -974927.750000 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -974927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -974927.812500 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -974927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -974928.062500 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -974928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -974929.062500 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -974929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -974931.187500 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -974931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -974930.187500 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -974930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -974932.125000 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -974932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -974933.937500 Penalty: 4495.305664
	Iteration 46Q: 3 clusters Score -974933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -974933.562500 Penalty: 4495.305664
	Iteration 47Q: 3 clusters Score -974933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -974933.562500 Penalty: 4495.305664
	Iteration 48F: 3 clusters Score -974933.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Entering Unmasked Estep 
Score: -2202295.750000 Penalty: 2444.308105
	Iteration 0F: 2 clusters Score -2202296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2188817.000000 Penalty: 4888.616211
	Iteration 0F: 3 clusters Score -2188817 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2193307.000000 Penalty: 4888.616211
	Iteration 1F: 3 clusters Score -2193307 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2193704 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2194122 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2194612 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2195244 nChanged 1094
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2196004.250000 Penalty: 4888.616211
	Iteration 6F: 3 clusters Score -2196004 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2196828.250000 Penalty: 4888.616211
	Iteration 7F: 3 clusters Score -2196828 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2197576.250000 Penalty: 4888.616211
	Iteration 8F: 3 clusters Score -2197576 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2198144 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2198509 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2198740 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2198937 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2199120 nChanged 391
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Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2199295.000000 Penalty: 4888.616211
	Iteration 14Q: 3 clusters Score -2199295 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2199482 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2199671 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2199824.500000 Penalty: 4888.616211
	Iteration 17Q: 3 clusters Score -2199824 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2199941.750000 Penalty: 4888.616211
	Iteration 18Q: 3 clusters Score -2199942 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2200046.750000 Penalty: 4888.616211
	Iteration 19Q: 3 clusters Score -2200047 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2200124.000000 Penalty: 4888.616211
	Iteration 20F: 3 clusters Score -2200124 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2200196.000000 Penalty: 4888.616211
	Iteration 21Q: 3 clusters Score -2200196 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2200252.000000 Penalty: 4888.616211
	Iteration 22Q: 3 clusters Score -2200252 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2200310.500000 Penalty: 4888.616211
	Iteration 23Q: 3 clusters Score -2200310 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2200354.250000 Penalty: 4888.616211
	Iteration 24Q: 3 clusters Score -2200354 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2200380.500000 Penalty: 4888.616211
	Iteration 25Q: 3 clusters Score -2200380 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2200415.500000 Penalty: 4888.616211
	Iteration 26Q: 3 clusters Score -2200416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2200446.750000 Penalty: 4888.616211
	Iteration 27Q: 3 clusters Score -2200447 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2200455.500000 Penalty: 4888.616211
	Iteration 28Q: 3 clusters Score -2200456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2200475.250000 Penalty: 4888.616211
	Iteration 29Q: 3 clusters Score -2200475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2200493.250000 Penalty: 4888.616211
	Iteration 30Q: 3 clusters Score -2200493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2200501.250000 Penalty: 4888.616211
	Iteration 31Q: 3 clusters Score -2200501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2200510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2200513.000000 Penalty: 4888.616211
	Iteration 33Q: 3 clusters Score -2200513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2200536.250000 Penalty: 4888.616211
	Iteration 34Q: 3 clusters Score -2200536 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2200552.000000 Penalty: 4888.616211
	Iteration 35Q: 3 clusters Score -2200552 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2200559 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2200566 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2200581 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2200590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2200597.750000 Penalty: 4888.616211
	Iteration 40F: 3 clusters Score -2200598 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2200602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2200608.750000 Penalty: 4888.616211
	Iteration 42Q: 3 clusters Score -2200609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2200607.750000 Penalty: 4888.616211
	Iteration 43Q: 3 clusters Score -2200608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2200619.750000 Penalty: 4888.616211
	Iteration 44Q: 3 clusters Score -2200620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2200620.250000 Penalty: 4888.616211
	Iteration 45Q: 3 clusters Score -2200620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2200621.750000 Penalty: 4888.616211
	Iteration 46Q: 3 clusters Score -2200622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2200632.750000 Penalty: 4888.616211
	Iteration 47Q: 3 clusters Score -2200633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2200643.750000 Penalty: 4888.616211
	Iteration 48Q: 3 clusters Score -2200644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2200654.750000 Penalty: 4888.616211
	Iteration 49Q: 3 clusters Score -2200655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2200660.500000 Penalty: 4888.616211
	Iteration 50Q: 3 clusters Score -2200660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2200666.500000 Penalty: 4888.616211
	Iteration 51Q: 3 clusters Score -2200666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2200676.000000 Penalty: 4888.616211
	Iteration 52Q: 3 clusters Score -2200676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2200685.000000 Penalty: 4888.616211
	Iteration 53Q: 3 clusters Score -2200685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2200685.750000 Penalty: 4888.616211
	Iteration 54Q: 3 clusters Score -2200686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2200697.000000 Penalty: 4888.616211
	Iteration 55Q: 3 clusters Score -2200697 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2200704.750000 Penalty: 4888.616211
	Iteration 56Q: 3 clusters Score -2200705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2200718.250000 Penalty: 4888.616211
	Iteration 57Q: 3 clusters Score -2200718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2200731.500000 Penalty: 4888.616211
	Iteration 58Q: 3 clusters Score -2200732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2200752.000000 Penalty: 4888.616211
	Iteration 59Q: 3 clusters Score -2200752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2200769.000000 Penalty: 4888.616211
	Iteration 60F: 3 clusters Score -2200769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2200800.500000 Penalty: 4888.616211
	Iteration 61Q: 3 clusters Score -2200800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2200815.500000 Penalty: 4888.616211
	Iteration 62Q: 3 clusters Score -2200816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2200838.000000 Penalty: 4888.616211
	Iteration 63Q: 3 clusters Score -2200838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2200863.250000 Penalty: 4888.616211
	Iteration 64Q: 3 clusters Score -2200863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2200889.500000 Penalty: 4888.616211
	Iteration 65Q: 3 clusters Score -2200890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2200919.250000 Penalty: 4888.616211
	Iteration 66Q: 3 clusters Score -2200919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2200964.250000 Penalty: 4888.616211
	Iteration 67Q: 3 clusters Score -2200964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2201000.500000 Penalty: 4888.616211
	Iteration 68Q: 3 clusters Score -2201000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2201035.250000 Penalty: 4888.616211
	Iteration 69Q: 3 clusters Score -2201035 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2201065.750000 Penalty: 4888.616211
	Iteration 70Q: 3 clusters Score -2201066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2201085.750000 Penalty: 4888.616211
	Iteration 71Q: 3 clusters Score -2201086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2201109.000000 Penalty: 4888.616211
	Iteration 72Q: 3 clusters Score -2201109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2201121.250000 Penalty: 4888.616211
	Iteration 73Q: 3 clusters Score -2201121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2201130.000000 Penalty: 4888.616211
	Iteration 74Q: 3 clusters Score -2201130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2201128.750000 Penalty: 4888.616211
	Iteration 75Q: 3 clusters Score -2201129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2201133.750000 Penalty: 4888.616211
	Iteration 76Q: 3 clusters Score -2201134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2201137.500000 Penalty: 4888.616211
	Iteration 77Q: 3 clusters Score -2201138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2201148.500000 Penalty: 4888.616211
	Iteration 78Q: 3 clusters Score -2201148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2201145.000000 Penalty: 4888.616211
	Iteration 79Q: 3 clusters Score -2201145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2201144.500000 Penalty: 4888.616211
	Iteration 80F: 3 clusters Score -2201144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2201146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2201145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2201142.500000 Penalty: 4888.616211
	Iteration 83Q: 3 clusters Score -2201142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2201143.500000 Penalty: 4888.616211
	Iteration 84Q: 3 clusters Score -2201144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2201146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2201146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2201144.000000 Penalty: 4888.616211
	Iteration 87Q: 3 clusters Score -2201144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2201144.250000 Penalty: 4888.616211
	Iteration 88Q: 3 clusters Score -2201144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2201146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2201145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2201149.000000 Penalty: 4888.616211
	Iteration 91Q: 3 clusters Score -2201149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2201147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
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	Iteration 93F: 3 clusters Score -2201147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -358769.500000 Penalty: 1999.092285
	Iteration 0F: 2 clusters Score -358769.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -355449.468750 Penalty: 3998.184570
	Iteration 0F: 3 clusters Score -355449.5 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -356148.937500 Penalty: 3998.184570
	Iteration 1F: 3 clusters Score -356148.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -356411.093750 Penalty: 3998.184570
	Iteration 2F: 3 clusters Score -356411.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -356636.468750 Penalty: 3998.184570
	Iteration 3F: 3 clusters Score -356636.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -356868.843750 Penalty: 3998.184570
	Iteration 4F: 3 clusters Score -356868.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -357121.593750 Penalty: 3998.184570
	Iteration 5F: 3 clusters Score -357121.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357290.500000 Penalty: 3998.184570
	Iteration 6F: 3 clusters Score -357290.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -357413.312500 Penalty: 3998.184570
	Iteration 7Q: 3 clusters Score -357413.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357493.000000 Penalty: 3998.184570
	Iteration 8Q: 3 clusters Score -357493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -357568.625000 Penalty: 3998.184570
	Iteration 9Q: 3 clusters Score -357568.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -357641.031250 Penalty: 3998.184570
	Iteration 10Q: 3 clusters Score -357641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -357703.593750 Penalty: 3998.184570
	Iteration 11Q: 3 clusters Score -357703.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -357768.968750 Penalty: 3998.184570
	Iteration 12Q: 3 clusters Score -357769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -357806.625000 Penalty: 3998.184570
	Iteration 13Q: 3 clusters Score -357806.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -357823.562500 Penalty: 3998.184570
	Iteration 14Q: 3 clusters Score -357823.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -357841.312500 Penalty: 3998.184570
	Iteration 15Q: 3 clusters Score -357841.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -357856.968750 Penalty: 3998.184570
	Iteration 16Q: 3 clusters Score -357857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -357866.875000 Penalty: 3998.184570
	Iteration 17Q: 3 clusters Score -357866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -357878.468750 Penalty: 3998.184570
	Iteration 18Q: 3 clusters Score -357878.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -357889.000000 Penalty: 3998.184570
	Iteration 19Q: 3 clusters Score -357889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -357898.812500 Penalty: 3998.184570
	Iteration 20F: 3 clusters Score -357898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -357906.250000 Penalty: 3998.184570
	Iteration 21Q: 3 clusters Score -357906.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -357915.500000 Penalty: 3998.184570
	Iteration 22Q: 3 clusters Score -357915.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -357921.187500 Penalty: 3998.184570
	Iteration 23Q: 3 clusters Score -357921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -357926.812500 Penalty: 3998.184570
	Iteration 24Q: 3 clusters Score -357926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -357934.031250 Penalty: 3998.184570
	Iteration 25Q: 3 clusters Score -357934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -357945.875000 Penalty: 3998.184570
	Iteration 26Q: 3 clusters Score -357945.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -357959.406250 Penalty: 3998.184570
	Iteration 27Q: 3 clusters Score -357959.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -357978.531250 Penalty: 3998.184570
	Iteration 28Q: 3 clusters Score -357978.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -357997.781250 Penalty: 3998.184570
	Iteration 29Q: 3 clusters Score -357997.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -358010.687500 Penalty: 3998.184570
	Iteration 30Q: 3 clusters Score -358010.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -358020.750000 Penalty: 3998.184570
	Iteration 31Q: 3 clusters Score -358020.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -358028.093750 Penalty: 3998.184570
	Iteration 32Q: 3 clusters Score -358028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -358033.593750 Penalty: 3998.184570
	Iteration 33Q: 3 clusters Score -358033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -358040.562500 Penalty: 3998.184570
	Iteration 34Q: 3 clusters Score -358040.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -358050.593750 Penalty: 3998.184570
	Iteration 35Q: 3 clusters Score -358050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -358056.718750 Penalty: 3998.184570
	Iteration 36Q: 3 clusters Score -358056.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -358059.843750 Penalty: 3998.184570
	Iteration 37Q: 3 clusters Score -358059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -358063.218750 Penalty: 3998.184570
	Iteration 38Q: 3 clusters Score -358063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -358067.812500 Penalty: 3998.184570
	Iteration 39Q: 3 clusters Score -358067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -358068.906250 Penalty: 3998.184570
	Iteration 40F: 3 clusters Score -358068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -358071.281250 Penalty: 3998.184570
	Iteration 41Q: 3 clusters Score -358071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -358072.843750 Penalty: 3998.184570
	Iteration 42Q: 3 clusters Score -358072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -358074.156250 Penalty: 3998.184570
	Iteration 43Q: 3 clusters Score -358074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -358075.531250 Penalty: 3998.184570
	Iteration 44Q: 3 clusters Score -358075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -358080.531250 Penalty: 3998.184570
	Iteration 45Q: 3 clusters Score -358080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -358083.250000 Penalty: 3998.184570
	Iteration 46Q: 3 clusters Score -358083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -358085.531250 Penalty: 3998.184570
	Iteration 47Q: 3 clusters Score -358085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -358090.968750 Penalty: 3998.184570
	Iteration 48Q: 3 clusters Score -358091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -358091.968750 Penalty: 3998.184570
	Iteration 49Q: 3 clusters Score -358092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -358091.968750 Penalty: 3998.184570
	Iteration 50F: 3 clusters Score -358092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173737 members 
Entering Unmasked Estep 
Score: -21570856.000000 Penalty: 2992.193848
	Iteration 0F: 2 clusters Score -2.157086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -21456768.000000 Penalty: 5984.387695
	Iteration 0F: 3 clusters Score -2.145677e+07 nChanged 83187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -21506284.000000 Penalty: 5984.387695
	Iteration 1F: 3 clusters Score -2.150628e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -21508978.000000 Penalty: 5984.387695
	Iteration 2Q: 3 clusters Score -2.150898e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -21512904.000000 Penalty: 5984.387695
	Iteration 3Q: 3 clusters Score -2.15129e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -21518916.000000 Penalty: 5984.387695
	Iteration 4F: 3 clusters Score -2.151892e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -21528462.000000 Penalty: 5984.387695
	Iteration 5F: 3 clusters Score -2.152846e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -21540846.000000 Penalty: 5984.387695
	Iteration 6F: 3 clusters Score -2.154085e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -21552324.000000 Penalty: 5984.387695
	Iteration 7F: 3 clusters Score -2.155232e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -21557468.000000 Penalty: 5984.387695
	Iteration 8Q: 3 clusters Score -2.155747e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -21559178.000000 Penalty: 5984.387695
	Iteration 9Q: 3 clusters Score -2.155918e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -21559960.000000 Penalty: 5984.387695
	Iteration 10Q: 3 clusters Score -2.155996e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -21560534.000000 Penalty: 5984.387695
	Iteration 11Q: 3 clusters Score -2.156053e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120220 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -21560858.000000 Penalty: 5984.387695
	Iteration 12Q: 3 clusters Score -2.156086e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121309 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -21561190.000000 Penalty: 5984.387695
	Iteration 13Q: 3 clusters Score -2.156119e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -21561394.000000 Penalty: 5984.387695
	Iteration 14Q: 3 clusters Score -2.156139e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -21561620.000000 Penalty: 5984.387695
	Iteration 15Q: 3 clusters Score -2.156162e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124349 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -21561850.000000 Penalty: 5984.387695
	Iteration 16Q: 3 clusters Score -2.156185e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125295 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -21562040.000000 Penalty: 5984.387695
	Iteration 17Q: 3 clusters Score -2.156204e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126282 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -21562290.000000 Penalty: 5984.387695
	Iteration 18Q: 3 clusters Score -2.156229e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127267 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -21562394.000000 Penalty: 5984.387695
	Iteration 19Q: 3 clusters Score -2.156239e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -21562672.000000 Penalty: 5984.387695
	Iteration 20F: 3 clusters Score -2.156267e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -21562810.000000 Penalty: 5984.387695
	Iteration 21Q: 3 clusters Score -2.156281e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130329 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -21563042.000000 Penalty: 5984.387695
	Iteration 22Q: 3 clusters Score -2.156304e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -21563182.000000 Penalty: 5984.387695
	Iteration 23Q: 3 clusters Score -2.156318e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -21563292.000000 Penalty: 5984.387695
	Iteration 24Q: 3 clusters Score -2.156329e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133357 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -21563476.000000 Penalty: 5984.387695
	Iteration 25Q: 3 clusters Score -2.156348e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134415 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -21563692.000000 Penalty: 5984.387695
	Iteration 26Q: 3 clusters Score -2.156369e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135482 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -21563748.000000 Penalty: 5984.387695
	Iteration 27Q: 3 clusters Score -2.156375e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136563 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -21563932.000000 Penalty: 5984.387695
	Iteration 28Q: 3 clusters Score -2.156393e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137646 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -21564122.000000 Penalty: 5984.387695
	Iteration 29Q: 3 clusters Score -2.156412e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138754 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -21564278.000000 Penalty: 5984.387695
	Iteration 30Q: 3 clusters Score -2.156428e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -21564516.000000 Penalty: 5984.387695
	Iteration 31Q: 3 clusters Score -2.156452e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141062 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -21564710.000000 Penalty: 5984.387695
	Iteration 32Q: 3 clusters Score -2.156471e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -21564852.000000 Penalty: 5984.387695
	Iteration 33Q: 3 clusters Score -2.156485e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -21565086.000000 Penalty: 5984.387695
	Iteration 34Q: 3 clusters Score -2.156509e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144675 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -21565242.000000 Penalty: 5984.387695
	Iteration 35Q: 3 clusters Score -2.156524e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145798 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -21565508.000000 Penalty: 5984.387695
	Iteration 36Q: 3 clusters Score -2.156551e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -21565630.000000 Penalty: 5984.387695
	Iteration 37Q: 3 clusters Score -2.156563e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -21565814.000000 Penalty: 5984.387695
	Iteration 38Q: 3 clusters Score -2.156581e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -21565878.000000 Penalty: 5984.387695
	Iteration 39Q: 3 clusters Score -2.156588e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -21566124.000000 Penalty: 5984.387695
	Iteration 40F: 3 clusters Score -2.156612e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -21566362.000000 Penalty: 5984.387695
	Iteration 41Q: 3 clusters Score -2.156636e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151980 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -21566470.000000 Penalty: 5984.387695
	Iteration 42Q: 3 clusters Score -2.156647e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -21566670.000000 Penalty: 5984.387695
	Iteration 43Q: 3 clusters Score -2.156667e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -21566826.000000 Penalty: 5984.387695
	Iteration 44Q: 3 clusters Score -2.156683e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -21566976.000000 Penalty: 5984.387695
	Iteration 45Q: 3 clusters Score -2.156698e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -21567166.000000 Penalty: 5984.387695
	Iteration 46Q: 3 clusters Score -2.156717e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -21567312.000000 Penalty: 5984.387695
	Iteration 47Q: 3 clusters Score -2.156731e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -21567520.000000 Penalty: 5984.387695
	Iteration 48Q: 3 clusters Score -2.156752e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -21567702.000000 Penalty: 5984.387695
	Iteration 49Q: 3 clusters Score -2.15677e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -21567998.000000 Penalty: 5984.387695
	Iteration 50Q: 3 clusters Score -2.1568e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160302 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -21568120.000000 Penalty: 5984.387695
	Iteration 51Q: 3 clusters Score -2.156812e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161025 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -21568276.000000 Penalty: 5984.387695
	Iteration 52Q: 3 clusters Score -2.156828e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -21568402.000000 Penalty: 5984.387695
	Iteration 53Q: 3 clusters Score -2.15684e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162402 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -21568554.000000 Penalty: 5984.387695
	Iteration 54Q: 3 clusters Score -2.156855e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163014 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -21568568.000000 Penalty: 5984.387695
	Iteration 55Q: 3 clusters Score -2.156857e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -21568672.000000 Penalty: 5984.387695
	Iteration 56Q: 3 clusters Score -2.156867e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -21568800.000000 Penalty: 5984.387695
	Iteration 57Q: 3 clusters Score -2.15688e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164714 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -21568972.000000 Penalty: 5984.387695
	Iteration 58Q: 3 clusters Score -2.156897e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165167 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -21569008.000000 Penalty: 5984.387695
	Iteration 59Q: 3 clusters Score -2.156901e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165577 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -21569040.000000 Penalty: 5984.387695
	Iteration 60F: 3 clusters Score -2.156904e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -21569136.000000 Penalty: 5984.387695
	Iteration 61Q: 3 clusters Score -2.156914e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -21569178.000000 Penalty: 5984.387695
	Iteration 62Q: 3 clusters Score -2.156918e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -21569168.000000 Penalty: 5984.387695
	Iteration 63Q: 3 clusters Score -2.156917e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -21569166.000000 Penalty: 5984.387695
	Iteration 64Q: 3 clusters Score -2.156917e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167170 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -21569242.000000 Penalty: 5984.387695
	Iteration 65Q: 3 clusters Score -2.156924e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -21569254.000000 Penalty: 5984.387695
	Iteration 66Q: 3 clusters Score -2.156925e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -21569306.000000 Penalty: 5984.387695
	Iteration 67Q: 3 clusters Score -2.156931e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -21569256.000000 Penalty: 5984.387695
	Iteration 68Q: 3 clusters Score -2.156926e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -21569292.000000 Penalty: 5984.387695
	Iteration 69Q: 3 clusters Score -2.156929e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -21569278.000000 Penalty: 5984.387695
	Iteration 70Q: 3 clusters Score -2.156928e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -21569260.000000 Penalty: 5984.387695
	Iteration 71Q: 3 clusters Score -2.156926e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168524 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -21569270.000000 Penalty: 5984.387695
	Iteration 72Q: 3 clusters Score -2.156927e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -21569286.000000 Penalty: 5984.387695
	Iteration 73Q: 3 clusters Score -2.156929e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168795 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -21569266.000000 Penalty: 5984.387695
	Iteration 74Q: 3 clusters Score -2.156927e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -21569282.000000 Penalty: 5984.387695
	Iteration 75Q: 3 clusters Score -2.156928e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -21569294.000000 Penalty: 5984.387695
	Iteration 76Q: 3 clusters Score -2.156929e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -21569328.000000 Penalty: 5984.387695
	Iteration 77Q: 3 clusters Score -2.156933e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169156 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -21569330.000000 Penalty: 5984.387695
	Iteration 78Q: 3 clusters Score -2.156933e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -21569294.000000 Penalty: 5984.387695
	Iteration 79Q: 3 clusters Score -2.156929e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169312 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -21569278.000000 Penalty: 5984.387695
	Iteration 80F: 3 clusters Score -2.156928e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169383 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -21569290.000000 Penalty: 5984.387695
	Iteration 81Q: 3 clusters Score -2.156929e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -21569334.000000 Penalty: 5984.387695
	Iteration 82Q: 3 clusters Score -2.156933e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169501 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -21569292.000000 Penalty: 5984.387695
	Iteration 83Q: 3 clusters Score -2.156929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -21569306.000000 Penalty: 5984.387695
	Iteration 84Q: 3 clusters Score -2.156931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -21569340.000000 Penalty: 5984.387695
	Iteration 85Q: 3 clusters Score -2.156934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169632 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -21569332.000000 Penalty: 5984.387695
	Iteration 86Q: 3 clusters Score -2.156933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169660 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -21569318.000000 Penalty: 5984.387695
	Iteration 87Q: 3 clusters Score -2.156932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -21569332.000000 Penalty: 5984.387695
	Iteration 88Q: 3 clusters Score -2.156933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -21569306.000000 Penalty: 5984.387695
	Iteration 89Q: 3 clusters Score -2.156931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -21569294.000000 Penalty: 5984.387695
	Iteration 90Q: 3 clusters Score -2.156929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -21569304.000000 Penalty: 5984.387695
	Iteration 91Q: 3 clusters Score -2.15693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169793 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21569274.000000 Penalty: 5984.387695
	Iteration 92Q: 3 clusters Score -2.156927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169829 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -21569260.000000 Penalty: 5984.387695
	Iteration 93Q: 3 clusters Score -2.156926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -21569272.000000 Penalty: 5984.387695
	Iteration 94Q: 3 clusters Score -2.156927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21569282.000000 Penalty: 5984.387695
	Iteration 95Q: 3 clusters Score -2.156928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169895 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -21569258.000000 Penalty: 5984.387695
	Iteration 96Q: 3 clusters Score -2.156926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21569272.000000 Penalty: 5984.387695
	Iteration 97Q: 3 clusters Score -2.156927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169933 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -21569256.000000 Penalty: 5984.387695
	Iteration 98Q: 3 clusters Score -2.156926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169943 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -21569268.000000 Penalty: 5984.387695
	Iteration 99Q: 3 clusters Score -2.156927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169956 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -21569272.000000 Penalty: 5984.387695
	Iteration 100F: 3 clusters Score -2.156927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -21569280.000000 Penalty: 5984.387695
	Iteration 101Q: 3 clusters Score -2.156928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21569260.000000 Penalty: 5984.387695
	Iteration 102Q: 3 clusters Score -2.156926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170012 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -21569270.000000 Penalty: 5984.387695
	Iteration 103Q: 3 clusters Score -2.156927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -21569264.000000 Penalty: 5984.387695
	Iteration 104Q: 3 clusters Score -2.156926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -21569232.000000 Penalty: 5984.387695
	Iteration 105Q: 3 clusters Score -2.156923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170084 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -21569234.000000 Penalty: 5984.387695
	Iteration 106Q: 3 clusters Score -2.156923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -21569226.000000 Penalty: 5984.387695
	Iteration 107Q: 3 clusters Score -2.156923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170124 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -21569252.000000 Penalty: 5984.387695
	Iteration 108Q: 3 clusters Score -2.156925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170138 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -21569242.000000 Penalty: 5984.387695
	Iteration 109Q: 3 clusters Score -2.156924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170158 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -21569228.000000 Penalty: 5984.387695
	Iteration 110Q: 3 clusters Score -2.156923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -21569210.000000 Penalty: 5984.387695
	Iteration 111Q: 3 clusters Score -2.156921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170199 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -21569202.000000 Penalty: 5984.387695
	Iteration 112Q: 3 clusters Score -2.15692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -21569204.000000 Penalty: 5984.387695
	Iteration 113Q: 3 clusters Score -2.15692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -21569206.000000 Penalty: 5984.387695
	Iteration 114Q: 3 clusters Score -2.156921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -21569200.000000 Penalty: 5984.387695
	Iteration 115Q: 3 clusters Score -2.15692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170277 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -21569226.000000 Penalty: 5984.387695
	Iteration 116Q: 3 clusters Score -2.156923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -21569252.000000 Penalty: 5984.387695
	Iteration 117Q: 3 clusters Score -2.156925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170299 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -21569218.000000 Penalty: 5984.387695
	Iteration 118Q: 3 clusters Score -2.156922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170307 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -21569224.000000 Penalty: 5984.387695
	Iteration 119Q: 3 clusters Score -2.156922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -21569242.000000 Penalty: 5984.387695
	Iteration 120F: 3 clusters Score -2.156924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170318 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -21569238.000000 Penalty: 5984.387695
	Iteration 121Q: 3 clusters Score -2.156924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170328 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -21569216.000000 Penalty: 5984.387695
	Iteration 122Q: 3 clusters Score -2.156922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21569224.000000 Penalty: 5984.387695
	Iteration 123Q: 3 clusters Score -2.156922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170339 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -21569216.000000 Penalty: 5984.387695
	Iteration 124Q: 3 clusters Score -2.156922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -21569218.000000 Penalty: 5984.387695
	Iteration 125Q: 3 clusters Score -2.156922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -21569222.000000 Penalty: 5984.387695
	Iteration 126Q: 3 clusters Score -2.156922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170358 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -21569226.000000 Penalty: 5984.387695
	Iteration 127Q: 3 clusters Score -2.156923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170364 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -21569222.000000 Penalty: 5984.387695
	Iteration 128Q: 3 clusters Score -2.156922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170368 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -21569200.000000 Penalty: 5984.387695
	Iteration 129Q: 3 clusters Score -2.15692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170371 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -21569216.000000 Penalty: 5984.387695
	Iteration 130Q: 3 clusters Score -2.156922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170370 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21569194.000000 Penalty: 5984.387695
	Iteration 131Q: 3 clusters Score -2.156919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170370 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21569194.000000 Penalty: 5984.387695
	Iteration 132F: 3 clusters Score -2.156919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71841.578125 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71841.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70195.406250 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -70195.41 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70532.820312 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70532.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70794.437500 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70794.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70991.984375 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -70991.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71155.656250 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -71155.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -71300.640625 Penalty: 3225.383789
	Iteration 5F: 3 clusters Score -71300.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -71433.382812 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71433.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -71733.296875 Penalty: 3225.383789
	Iteration 7F: 3 clusters Score -71733.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -71966.843750 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71966.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -72138.820312 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -72138.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -72254.523438 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -72254.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -72360.648438 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -72360.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -72435.609375 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -72435.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -72509.320312 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -72509.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -72522.843750 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -72522.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -72522.843750 Penalty: 3225.383789
	Iteration 15F: 3 clusters Score -72522.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171701 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56293 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25766 members 
Mstep: Class 10 contains 182909 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 28493 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 36835 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 19074 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 173737 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 173501 members 
Mstep: Class 22 contains 17073 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12509 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 164 members 
Entering Unmasked Estep 
Score: -124230784.000000 Penalty: 92743.140625
Splitting cluster 20 changes total score from -124231808.000000 to -124230784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (173501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173501 members 
Entering Unmasked Estep 
Score: -21345876.000000 Penalty: 2991.856934
	Iteration 0F: 2 clusters Score -2.134588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -21231888.000000 Penalty: 5983.713867
	Iteration 0F: 3 clusters Score -2.123189e+07 nChanged 82980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -21279958.000000 Penalty: 5983.713867
	Iteration 1F: 3 clusters Score -2.127996e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -21280824.000000 Penalty: 5983.713867
	Iteration 2Q: 3 clusters Score -2.128082e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -21281732.000000 Penalty: 5983.713867
	Iteration 3Q: 3 clusters Score -2.128173e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -21283020.000000 Penalty: 5983.713867
	Iteration 4Q: 3 clusters Score -2.128302e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -21284598.000000 Penalty: 5983.713867
	Iteration 5Q: 3 clusters Score -2.12846e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -21287058.000000 Penalty: 5983.713867
	Iteration 6Q: 3 clusters Score -2.128706e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107646 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -21291262.000000 Penalty: 5983.713867
	Iteration 7F: 3 clusters Score -2.129126e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117182 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -21298478.000000 Penalty: 5983.713867
	Iteration 8F: 3 clusters Score -2.129848e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -21308496.000000 Penalty: 5983.713867
	Iteration 9F: 3 clusters Score -2.13085e+07 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -21319652.000000 Penalty: 5983.713867
	Iteration 10F: 3 clusters Score -2.131965e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150513 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -21329014.000000 Penalty: 5983.713867
	Iteration 11F: 3 clusters Score -2.132901e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -21335336.000000 Penalty: 5983.713867
	Iteration 12Q: 3 clusters Score -2.133534e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -21339084.000000 Penalty: 5983.713867
	Iteration 13Q: 3 clusters Score -2.133908e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163159 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -21341380.000000 Penalty: 5983.713867
	Iteration 14Q: 3 clusters Score -2.134138e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -21342460.000000 Penalty: 5983.713867
	Iteration 15Q: 3 clusters Score -2.134246e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -21343084.000000 Penalty: 5983.713867
	Iteration 16Q: 3 clusters Score -2.134308e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -21343374.000000 Penalty: 5983.713867
	Iteration 17Q: 3 clusters Score -2.134337e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -21343504.000000 Penalty: 5983.713867
	Iteration 18Q: 3 clusters Score -2.13435e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166547 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -21343582.000000 Penalty: 5983.713867
	Iteration 19Q: 3 clusters Score -2.134358e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166881 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -21343734.000000 Penalty: 5983.713867
	Iteration 20F: 3 clusters Score -2.134373e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -21343838.000000 Penalty: 5983.713867
	Iteration 21Q: 3 clusters Score -2.134384e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -21343826.000000 Penalty: 5983.713867
	Iteration 22Q: 3 clusters Score -2.134383e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167699 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -21343842.000000 Penalty: 5983.713867
	Iteration 23Q: 3 clusters Score -2.134384e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167929 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -21343910.000000 Penalty: 5983.713867
	Iteration 24Q: 3 clusters Score -2.134391e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168149 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21343994.000000 Penalty: 5983.713867
	Iteration 25Q: 3 clusters Score -2.134399e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168346 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -21344060.000000 Penalty: 5983.713867
	Iteration 26Q: 3 clusters Score -2.134406e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168529 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -21344098.000000 Penalty: 5983.713867
	Iteration 27Q: 3 clusters Score -2.13441e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -21344170.000000 Penalty: 5983.713867
	Iteration 28Q: 3 clusters Score -2.134417e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168848 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -21344230.000000 Penalty: 5983.713867
	Iteration 29Q: 3 clusters Score -2.134423e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -21344216.000000 Penalty: 5983.713867
	Iteration 30Q: 3 clusters Score -2.134422e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169136 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -21344256.000000 Penalty: 5983.713867
	Iteration 31Q: 3 clusters Score -2.134426e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -21344282.000000 Penalty: 5983.713867
	Iteration 32Q: 3 clusters Score -2.134428e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -21344272.000000 Penalty: 5983.713867
	Iteration 33Q: 3 clusters Score -2.134427e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -21344236.000000 Penalty: 5983.713867
	Iteration 34Q: 3 clusters Score -2.134424e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -21344246.000000 Penalty: 5983.713867
	Iteration 35Q: 3 clusters Score -2.134425e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -21344252.000000 Penalty: 5983.713867
	Iteration 36Q: 3 clusters Score -2.134425e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -21344246.000000 Penalty: 5983.713867
	Iteration 37Q: 3 clusters Score -2.134425e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -21344246.000000 Penalty: 5983.713867
	Iteration 38Q: 3 clusters Score -2.134425e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -21344258.000000 Penalty: 5983.713867
	Iteration 39Q: 3 clusters Score -2.134426e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -21344264.000000 Penalty: 5983.713867
	Iteration 40F: 3 clusters Score -2.134426e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169816 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -21344244.000000 Penalty: 5983.713867
	Iteration 41Q: 3 clusters Score -2.134424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -21344206.000000 Penalty: 5983.713867
	Iteration 42Q: 3 clusters Score -2.134421e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169880 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -21344204.000000 Penalty: 5983.713867
	Iteration 43Q: 3 clusters Score -2.13442e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169911 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -21344166.000000 Penalty: 5983.713867
	Iteration 44Q: 3 clusters Score -2.134417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -21344166.000000 Penalty: 5983.713867
	Iteration 45Q: 3 clusters Score -2.134417e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -21344178.000000 Penalty: 5983.713867
	Iteration 46Q: 3 clusters Score -2.134418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170009 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -21344166.000000 Penalty: 5983.713867
	Iteration 47Q: 3 clusters Score -2.134417e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170047 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21344160.000000 Penalty: 5983.713867
	Iteration 48Q: 3 clusters Score -2.134416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -21344138.000000 Penalty: 5983.713867
	Iteration 49Q: 3 clusters Score -2.134414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170083 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -21344140.000000 Penalty: 5983.713867
	Iteration 50Q: 3 clusters Score -2.134414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -21344162.000000 Penalty: 5983.713867
	Iteration 51Q: 3 clusters Score -2.134416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170118 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21344148.000000 Penalty: 5983.713867
	Iteration 52Q: 3 clusters Score -2.134415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170130 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -21344186.000000 Penalty: 5983.713867
	Iteration 53Q: 3 clusters Score -2.134419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -21344188.000000 Penalty: 5983.713867
	Iteration 54Q: 3 clusters Score -2.134419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -21344212.000000 Penalty: 5983.713867
	Iteration 55Q: 3 clusters Score -2.134421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -21344200.000000 Penalty: 5983.713867
	Iteration 56Q: 3 clusters Score -2.13442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -21344196.000000 Penalty: 5983.713867
	Iteration 57Q: 3 clusters Score -2.13442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -21344192.000000 Penalty: 5983.713867
	Iteration 58Q: 3 clusters Score -2.134419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -21344194.000000 Penalty: 5983.713867
	Iteration 59Q: 3 clusters Score -2.134419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -21344192.000000 Penalty: 5983.713867
	Iteration 60F: 3 clusters Score -2.134419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21344182.000000 Penalty: 5983.713867
	Iteration 61Q: 3 clusters Score -2.134418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170189 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -21344168.000000 Penalty: 5983.713867
	Iteration 62Q: 3 clusters Score -2.134417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -21344166.000000 Penalty: 5983.713867
	Iteration 63Q: 3 clusters Score -2.134417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170214 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -21344170.000000 Penalty: 5983.713867
	Iteration 64Q: 3 clusters Score -2.134417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21344176.000000 Penalty: 5983.713867
	Iteration 65Q: 3 clusters Score -2.134418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -21344176.000000 Penalty: 5983.713867
	Iteration 66Q: 3 clusters Score -2.134418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170251 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -21344170.000000 Penalty: 5983.713867
	Iteration 67Q: 3 clusters Score -2.134417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -21344172.000000 Penalty: 5983.713867
	Iteration 68Q: 3 clusters Score -2.134417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -21344176.000000 Penalty: 5983.713867
	Iteration 69Q: 3 clusters Score -2.134418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -21344180.000000 Penalty: 5983.713867
	Iteration 70Q: 3 clusters Score -2.134418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -21344180.000000 Penalty: 5983.713867
	Iteration 71Q: 3 clusters Score -2.134418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170278 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -21344194.000000 Penalty: 5983.713867
	Iteration 72Q: 3 clusters Score -2.134419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21344202.000000 Penalty: 5983.713867
	Iteration 73Q: 3 clusters Score -2.13442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -21344196.000000 Penalty: 5983.713867
	Iteration 74Q: 3 clusters Score -2.13442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -21344196.000000 Penalty: 5983.713867
	Iteration 75F: 3 clusters Score -2.13442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Entering Unmasked Estep 
Score: -2101225.500000 Penalty: 2416.822998
	Iteration 0F: 2 clusters Score -2101226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2089170.250000 Penalty: 4833.645996
	Iteration 0F: 3 clusters Score -2089170 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2092966.375000 Penalty: 4833.645996
	Iteration 1F: 3 clusters Score -2092966 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2093284.000000 Penalty: 4833.645996
	Iteration 2F: 3 clusters Score -2093284 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2093547.000000 Penalty: 4833.645996
	Iteration 3Q: 3 clusters Score -2093547 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2093747.375000 Penalty: 4833.645996
	Iteration 4Q: 3 clusters Score -2093747 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2093930.500000 Penalty: 4833.645996
	Iteration 5Q: 3 clusters Score -2093930 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2094074.500000 Penalty: 4833.645996
	Iteration 6Q: 3 clusters Score -2094074 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2094215.750000 Penalty: 4833.645996
	Iteration 7Q: 3 clusters Score -2094216 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2094323.375000 Penalty: 4833.645996
	Iteration 8Q: 3 clusters Score -2094323 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2094439.125000 Penalty: 4833.645996
	Iteration 9Q: 3 clusters Score -2094439 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2094548.125000 Penalty: 4833.645996
	Iteration 10Q: 3 clusters Score -2094548 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2094684.125000 Penalty: 4833.645996
	Iteration 11Q: 3 clusters Score -2094684 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2094840.500000 Penalty: 4833.645996
	Iteration 12Q: 3 clusters Score -2094840 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2095020.625000 Penalty: 4833.645996
	Iteration 13Q: 3 clusters Score -2095021 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2095245.625000 Penalty: 4833.645996
	Iteration 14Q: 3 clusters Score -2095246 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2095506.875000 Penalty: 4833.645996
	Iteration 15Q: 3 clusters Score -2095507 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2095840.375000 Penalty: 4833.645996
	Iteration 16Q: 3 clusters Score -2095840 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2096191.875000 Penalty: 4833.645996
	Iteration 17Q: 3 clusters Score -2096192 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2096547.875000 Penalty: 4833.645996
	Iteration 18Q: 3 clusters Score -2096548 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2096885.125000 Penalty: 4833.645996
	Iteration 19Q: 3 clusters Score -2096885 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2097150.750000 Penalty: 4833.645996
	Iteration 20F: 3 clusters Score -2097151 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2097385.250000 Penalty: 4833.645996
	Iteration 21Q: 3 clusters Score -2097385 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2097571.000000 Penalty: 4833.645996
	Iteration 22Q: 3 clusters Score -2097571 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2097738.750000 Penalty: 4833.645996
	Iteration 23Q: 3 clusters Score -2097739 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2097908.250000 Penalty: 4833.645996
	Iteration 24Q: 3 clusters Score -2097908 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2098056.250000 Penalty: 4833.645996
	Iteration 25Q: 3 clusters Score -2098056 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2098198.500000 Penalty: 4833.645996
	Iteration 26Q: 3 clusters Score -2098198 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2098297.500000 Penalty: 4833.645996
	Iteration 27Q: 3 clusters Score -2098298 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2098361.750000 Penalty: 4833.645996
	Iteration 28Q: 3 clusters Score -2098362 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2098407.750000 Penalty: 4833.645996
	Iteration 29Q: 3 clusters Score -2098408 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2098444.500000 Penalty: 4833.645996
	Iteration 30Q: 3 clusters Score -2098444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2098467.500000 Penalty: 4833.645996
	Iteration 31Q: 3 clusters Score -2098468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2098484.750000 Penalty: 4833.645996
	Iteration 32Q: 3 clusters Score -2098485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2098496.750000 Penalty: 4833.645996
	Iteration 33Q: 3 clusters Score -2098497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2098507.750000 Penalty: 4833.645996
	Iteration 34Q: 3 clusters Score -2098508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2098511.500000 Penalty: 4833.645996
	Iteration 35Q: 3 clusters Score -2098512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2098521.000000 Penalty: 4833.645996
	Iteration 36Q: 3 clusters Score -2098521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2098522.750000 Penalty: 4833.645996
	Iteration 37Q: 3 clusters Score -2098523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2098528.000000 Penalty: 4833.645996
	Iteration 38Q: 3 clusters Score -2098528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2098530.250000 Penalty: 4833.645996
	Iteration 39Q: 3 clusters Score -2098530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2098535.500000 Penalty: 4833.645996
	Iteration 40F: 3 clusters Score -2098536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2098540.500000 Penalty: 4833.645996
	Iteration 41Q: 3 clusters Score -2098540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2098542.250000 Penalty: 4833.645996
	Iteration 42Q: 3 clusters Score -2098542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2098550.000000 Penalty: 4833.645996
	Iteration 43Q: 3 clusters Score -2098550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2098546.250000 Penalty: 4833.645996
	Iteration 44Q: 3 clusters Score -2098546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2098549.500000 Penalty: 4833.645996
	Iteration 45Q: 3 clusters Score -2098550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2098547.000000 Penalty: 4833.645996
	Iteration 46Q: 3 clusters Score -2098547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2098546.500000 Penalty: 4833.645996
	Iteration 47Q: 3 clusters Score -2098546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2098546.500000 Penalty: 4833.645996
	Iteration 48Q: 3 clusters Score -2098546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2098549.500000 Penalty: 4833.645996
	Iteration 49Q: 3 clusters Score -2098550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2098551.250000 Penalty: 4833.645996
	Iteration 50Q: 3 clusters Score -2098551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2098550.750000 Penalty: 4833.645996
	Iteration 51Q: 3 clusters Score -2098551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2098550.750000 Penalty: 4833.645996
	Iteration 52F: 3 clusters Score -2098551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -2447055.500000 Penalty: 2455.729980
	Iteration 0F: 2 clusters Score -2447056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2432982.500000 Penalty: 4911.459961
	Iteration 0F: 3 clusters Score -2432982 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2437589.750000 Penalty: 4911.459961
	Iteration 1F: 3 clusters Score -2437590 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2438003.000000 Penalty: 4911.459961
	Iteration 2F: 3 clusters Score -2438003 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2438363.250000 Penalty: 4911.459961
	Iteration 3Q: 3 clusters Score -2438363 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2438681.000000 Penalty: 4911.459961
	Iteration 4Q: 3 clusters Score -2438681 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2439054.250000 Penalty: 4911.459961
	Iteration 5Q: 3 clusters Score -2439054 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2439519.500000 Penalty: 4911.459961
	Iteration 6Q: 3 clusters Score -2439520 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2440074.500000 Penalty: 4911.459961
	Iteration 7F: 3 clusters Score -2440074 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2440640.750000 Penalty: 4911.459961
	Iteration 8F: 3 clusters Score -2440641 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2441254.000000 Penalty: 4911.459961
	Iteration 9F: 3 clusters Score -2441254 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2441905.000000 Penalty: 4911.459961
	Iteration 10F: 3 clusters Score -2441905 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2442449.250000 Penalty: 4911.459961
	Iteration 11Q: 3 clusters Score -2442449 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2442913.000000 Penalty: 4911.459961
	Iteration 12Q: 3 clusters Score -2442913 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2443301.750000 Penalty: 4911.459961
	Iteration 13Q: 3 clusters Score -2443302 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2443642.500000 Penalty: 4911.459961
	Iteration 14Q: 3 clusters Score -2443642 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2443936.000000 Penalty: 4911.459961
	Iteration 15Q: 3 clusters Score -2443936 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2444184.000000 Penalty: 4911.459961
	Iteration 16Q: 3 clusters Score -2444184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2444400.500000 Penalty: 4911.459961
	Iteration 17Q: 3 clusters Score -2444400 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2444546.750000 Penalty: 4911.459961
	Iteration 18Q: 3 clusters Score -2444547 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2444663.000000 Penalty: 4911.459961
	Iteration 19Q: 3 clusters Score -2444663 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2444746.250000 Penalty: 4911.459961
	Iteration 20F: 3 clusters Score -2444746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2444799.750000 Penalty: 4911.459961
	Iteration 21Q: 3 clusters Score -2444800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2444851.750000 Penalty: 4911.459961
	Iteration 22Q: 3 clusters Score -2444852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2444897.250000 Penalty: 4911.459961
	Iteration 23Q: 3 clusters Score -2444897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2444948.500000 Penalty: 4911.459961
	Iteration 24Q: 3 clusters Score -2444948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2444962.250000 Penalty: 4911.459961
	Iteration 25Q: 3 clusters Score -2444962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2444992.750000 Penalty: 4911.459961
	Iteration 26Q: 3 clusters Score -2444993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2445008.250000 Penalty: 4911.459961
	Iteration 27Q: 3 clusters Score -2445008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2445021.500000 Penalty: 4911.459961
	Iteration 28Q: 3 clusters Score -2445022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2445033.500000 Penalty: 4911.459961
	Iteration 29Q: 3 clusters Score -2445034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2445038.500000 Penalty: 4911.459961
	Iteration 30Q: 3 clusters Score -2445038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2445045.750000 Penalty: 4911.459961
	Iteration 31Q: 3 clusters Score -2445046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2445059.000000 Penalty: 4911.459961
	Iteration 32Q: 3 clusters Score -2445059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2445061.750000 Penalty: 4911.459961
	Iteration 33Q: 3 clusters Score -2445062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2445063.250000 Penalty: 4911.459961
	Iteration 34Q: 3 clusters Score -2445063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2445065.750000 Penalty: 4911.459961
	Iteration 35Q: 3 clusters Score -2445066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2445064.250000 Penalty: 4911.459961
	Iteration 36Q: 3 clusters Score -2445064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2445065.750000 Penalty: 4911.459961
	Iteration 37Q: 3 clusters Score -2445066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2445068.000000 Penalty: 4911.459961
	Iteration 38Q: 3 clusters Score -2445068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2445067.750000 Penalty: 4911.459961
	Iteration 39Q: 3 clusters Score -2445068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2445072.000000 Penalty: 4911.459961
	Iteration 40F: 3 clusters Score -2445072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2445073.500000 Penalty: 4911.459961
	Iteration 41Q: 3 clusters Score -2445074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2445073.500000 Penalty: 4911.459961
	Iteration 42F: 3 clusters Score -2445074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Entering Unmasked Estep 
Score: -1499694.125000 Penalty: 2339.682617
	Iteration 0F: 2 clusters Score -1499694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1490448.625000 Penalty: 4679.365234
	Iteration 0F: 3 clusters Score -1490449 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1493412.000000 Penalty: 4679.365234
	Iteration 1F: 3 clusters Score -1493412 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1493881.250000 Penalty: 4679.365234
	Iteration 2F: 3 clusters Score -1493881 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1494254.375000 Penalty: 4679.365234
	Iteration 3F: 3 clusters Score -1494254 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1494599.625000 Penalty: 4679.365234
	Iteration 4F: 3 clusters Score -1494600 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1494969.875000 Penalty: 4679.365234
	Iteration 5Q: 3 clusters Score -1494970 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1495355.750000 Penalty: 4679.365234
	Iteration 6F: 3 clusters Score -1495356 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1495800.500000 Penalty: 4679.365234
	Iteration 7F: 3 clusters Score -1495800 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1496264.875000 Penalty: 4679.365234
	Iteration 8F: 3 clusters Score -1496265 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1496714.625000 Penalty: 4679.365234
	Iteration 9Q: 3 clusters Score -1496715 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1497099.000000 Penalty: 4679.365234
	Iteration 10Q: 3 clusters Score -1497099 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1497409.500000 Penalty: 4679.365234
	Iteration 11Q: 3 clusters Score -1497410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1497667.125000 Penalty: 4679.365234
	Iteration 12Q: 3 clusters Score -1497667 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1497843.125000 Penalty: 4679.365234
	Iteration 13Q: 3 clusters Score -1497843 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1497976.875000 Penalty: 4679.365234
	Iteration 14Q: 3 clusters Score -1497977 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1498082.125000 Penalty: 4679.365234
	Iteration 15Q: 3 clusters Score -1498082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1498164.000000 Penalty: 4679.365234
	Iteration 16Q: 3 clusters Score -1498164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1498234.500000 Penalty: 4679.365234
	Iteration 17Q: 3 clusters Score -1498234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1498286.500000 Penalty: 4679.365234
	Iteration 18Q: 3 clusters Score -1498286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1498329.875000 Penalty: 4679.365234
	Iteration 19Q: 3 clusters Score -1498330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1498362.000000 Penalty: 4679.365234
	Iteration 20F: 3 clusters Score -1498362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1498386.000000 Penalty: 4679.365234
	Iteration 21Q: 3 clusters Score -1498386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1498406.000000 Penalty: 4679.365234
	Iteration 22Q: 3 clusters Score -1498406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1498415.375000 Penalty: 4679.365234
	Iteration 23Q: 3 clusters Score -1498415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1498421.000000 Penalty: 4679.365234
	Iteration 24Q: 3 clusters Score -1498421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1498432.750000 Penalty: 4679.365234
	Iteration 25Q: 3 clusters Score -1498433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1498442.000000 Penalty: 4679.365234
	Iteration 26Q: 3 clusters Score -1498442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1498453.000000 Penalty: 4679.365234
	Iteration 27Q: 3 clusters Score -1498453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1498459.000000 Penalty: 4679.365234
	Iteration 28Q: 3 clusters Score -1498459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1498465.250000 Penalty: 4679.365234
	Iteration 29Q: 3 clusters Score -1498465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1498469.375000 Penalty: 4679.365234
	Iteration 30Q: 3 clusters Score -1498469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1498470.250000 Penalty: 4679.365234
	Iteration 31Q: 3 clusters Score -1498470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1498470.000000 Penalty: 4679.365234
	Iteration 32Q: 3 clusters Score -1498470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1498472.750000 Penalty: 4679.365234
	Iteration 33Q: 3 clusters Score -1498473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1498471.250000 Penalty: 4679.365234
	Iteration 34Q: 3 clusters Score -1498471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1498473.000000 Penalty: 4679.365234
	Iteration 35Q: 3 clusters Score -1498473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1498474.375000 Penalty: 4679.365234
	Iteration 36Q: 3 clusters Score -1498474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1498473.500000 Penalty: 4679.365234
	Iteration 37Q: 3 clusters Score -1498474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1498474.375000 Penalty: 4679.365234
	Iteration 38Q: 3 clusters Score -1498474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1498473.375000 Penalty: 4679.365234
	Iteration 39Q: 3 clusters Score -1498473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1498474.875000 Penalty: 4679.365234
	Iteration 40F: 3 clusters Score -1498475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1498477.375000 Penalty: 4679.365234
	Iteration 41Q: 3 clusters Score -1498477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1498477.375000 Penalty: 4679.365234
	Iteration 42F: 3 clusters Score -1498477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -322202.812500 Penalty: 1968.557495
	Iteration 0F: 2 clusters Score -322202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -319117.500000 Penalty: 3937.114990
	Iteration 0F: 3 clusters Score -319117.5 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -319735.687500 Penalty: 3937.114990
	Iteration 1F: 3 clusters Score -319735.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -319936.406250 Penalty: 3937.114990
	Iteration 2F: 3 clusters Score -319936.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -320098.968750 Penalty: 3937.114990
	Iteration 3F: 3 clusters Score -320099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -320216.687500 Penalty: 3937.114990
	Iteration 4Q: 3 clusters Score -320216.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -320333.906250 Penalty: 3937.114990
	Iteration 5Q: 3 clusters Score -320333.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -320413.750000 Penalty: 3937.114990
	Iteration 6Q: 3 clusters Score -320413.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -320487.062500 Penalty: 3937.114990
	Iteration 7Q: 3 clusters Score -320487.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -320553.406250 Penalty: 3937.114990
	Iteration 8Q: 3 clusters Score -320553.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -320611.593750 Penalty: 3937.114990
	Iteration 9Q: 3 clusters Score -320611.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -320666.968750 Penalty: 3937.114990
	Iteration 10Q: 3 clusters Score -320667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -320721.125000 Penalty: 3937.114990
	Iteration 11Q: 3 clusters Score -320721.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -320766.625000 Penalty: 3937.114990
	Iteration 12Q: 3 clusters Score -320766.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -320802.531250 Penalty: 3937.114990
	Iteration 13Q: 3 clusters Score -320802.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -320822.218750 Penalty: 3937.114990
	Iteration 14Q: 3 clusters Score -320822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -320832.218750 Penalty: 3937.114990
	Iteration 15Q: 3 clusters Score -320832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -320840.375000 Penalty: 3937.114990
	Iteration 16Q: 3 clusters Score -320840.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -320850.375000 Penalty: 3937.114990
	Iteration 17Q: 3 clusters Score -320850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -320857.375000 Penalty: 3937.114990
	Iteration 18Q: 3 clusters Score -320857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -320859.375000 Penalty: 3937.114990
	Iteration 19Q: 3 clusters Score -320859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -320863.531250 Penalty: 3937.114990
	Iteration 20F: 3 clusters Score -320863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -320868.093750 Penalty: 3937.114990
	Iteration 21Q: 3 clusters Score -320868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -320872.656250 Penalty: 3937.114990
	Iteration 22Q: 3 clusters Score -320872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -320879.968750 Penalty: 3937.114990
	Iteration 23Q: 3 clusters Score -320880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -320886.125000 Penalty: 3937.114990
	Iteration 24Q: 3 clusters Score -320886.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -320896.375000 Penalty: 3937.114990
	Iteration 25Q: 3 clusters Score -320896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -320913.437500 Penalty: 3937.114990
	Iteration 26Q: 3 clusters Score -320913.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -320932.375000 Penalty: 3937.114990
	Iteration 27Q: 3 clusters Score -320932.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -320947.875000 Penalty: 3937.114990
	Iteration 28Q: 3 clusters Score -320947.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -320972.687500 Penalty: 3937.114990
	Iteration 29Q: 3 clusters Score -320972.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -320990.937500 Penalty: 3937.114990
	Iteration 30Q: 3 clusters Score -320990.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -321005.562500 Penalty: 3937.114990
	Iteration 31Q: 3 clusters Score -321005.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -321016.281250 Penalty: 3937.114990
	Iteration 32Q: 3 clusters Score -321016.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -321025.156250 Penalty: 3937.114990
	Iteration 33Q: 3 clusters Score -321025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -321031.562500 Penalty: 3937.114990
	Iteration 34Q: 3 clusters Score -321031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -321034.687500 Penalty: 3937.114990
	Iteration 35Q: 3 clusters Score -321034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -321038.750000 Penalty: 3937.114990
	Iteration 36Q: 3 clusters Score -321038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -321042.656250 Penalty: 3937.114990
	Iteration 37Q: 3 clusters Score -321042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -321046.406250 Penalty: 3937.114990
	Iteration 38Q: 3 clusters Score -321046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -321051.343750 Penalty: 3937.114990
	Iteration 39Q: 3 clusters Score -321051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -321055.875000 Penalty: 3937.114990
	Iteration 40F: 3 clusters Score -321055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -321056.187500 Penalty: 3937.114990
	Iteration 41Q: 3 clusters Score -321056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321057.000000 Penalty: 3937.114990
	Iteration 42Q: 3 clusters Score -321057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321057.000000 Penalty: 3937.114990
	Iteration 43F: 3 clusters Score -321057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -39416.632812 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -39416.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38048.003906 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -38048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38270.335938 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -38270.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38491.808594 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -38491.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38662.699219 Penalty: 2963.009521
	Iteration 3F: 3 clusters Score -38662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38788.812500 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -38788.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38844.242188 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -38844.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38870.769531 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -38870.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38975.218750 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -38975.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39036.261719 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -39036.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39108.929688 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -39108.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39212.445312 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -39212.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39298.398438 Penalty: 2963.009521
	Iteration 11Q: 3 clusters Score -39298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39336.417969 Penalty: 2963.009521
	Iteration 12Q: 3 clusters Score -39336.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39367.015625 Penalty: 2963.009521
	Iteration 13Q: 3 clusters Score -39367.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39377.886719 Penalty: 2963.009521
	Iteration 14Q: 3 clusters Score -39377.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39397.988281 Penalty: 2963.009521
	Iteration 15Q: 3 clusters Score -39397.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39404.777344 Penalty: 2963.009521
	Iteration 16Q: 3 clusters Score -39404.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39419.472656 Penalty: 2963.009521
	Iteration 17Q: 3 clusters Score -39419.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39424.593750 Penalty: 2963.009521
	Iteration 18Q: 3 clusters Score -39424.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39437.625000 Penalty: 2963.009521
	Iteration 19Q: 3 clusters Score -39437.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39457.324219 Penalty: 2963.009521
	Iteration 20F: 3 clusters Score -39457.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39497.554688 Penalty: 2963.009521
	Iteration 21Q: 3 clusters Score -39497.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39512.582031 Penalty: 2963.009521
	Iteration 22Q: 3 clusters Score -39512.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39514.265625 Penalty: 2963.009521
	Iteration 23Q: 3 clusters Score -39514.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39517.570312 Penalty: 2963.009521
	Iteration 24Q: 3 clusters Score -39517.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39527.105469 Penalty: 2963.009521
	Iteration 25Q: 3 clusters Score -39527.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39540.835938 Penalty: 2963.009521
	Iteration 26Q: 3 clusters Score -39540.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39550.234375 Penalty: 2963.009521
	Iteration 27Q: 3 clusters Score -39550.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39580.148438 Penalty: 2963.009521
	Iteration 28Q: 3 clusters Score -39580.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39634.328125 Penalty: 2963.009521
	Iteration 29Q: 3 clusters Score -39634.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39642.308594 Penalty: 2963.009521
	Iteration 30Q: 3 clusters Score -39642.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39642.308594 Penalty: 2963.009521
	Iteration 31F: 3 clusters Score -39642.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171701 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56293 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25766 members 
Mstep: Class 10 contains 182909 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 28493 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 36835 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 19074 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 173737 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173501 members 
Mstep: Class 22 contains 17073 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12509 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 129 members 
Mstep: Class 27 contains 264 members 
Entering Unmasked Estep 
Score: -124230224.000000 Penalty: 92743.140625
Splitting cluster 26 changes total score from -124231808.000000 to -124230224.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171701 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56293 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25766 members 
Mstep: Class 10 contains 182909 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 28493 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 36835 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 19074 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 173737 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173501 members 
Mstep: Class 22 contains 17073 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12509 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231888.000000 Penalty: 89308.210938
Iteration 199Q: 27 clusters Score -1.242319e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171701 members 
Mstep: Class 4 contains 16712 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56293 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25768 members 
Mstep: Class 10 contains 182908 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 28502 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 36833 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 19073 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173730 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173487 members 
Mstep: Class 22 contains 17073 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12543 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 200F: 27 clusters Score -1.24232e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 171706 members 
Mstep: Class 4 contains 16697 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56292 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25768 members 
Mstep: Class 10 contains 182913 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 28509 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 36831 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 19066 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 173725 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173470 members 
Mstep: Class 22 contains 17070 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 12571 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231960.000000 Penalty: 89308.210938
Iteration 201Q: 27 clusters Score -1.24232e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 171703 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56293 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25759 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21504 members 
Mstep: Class 12 contains 28509 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30717 members 
Mstep: Class 15 contains 36827 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 173719 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173457 members 
Mstep: Class 22 contains 17069 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 2804 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 202Q: 27 clusters Score -1.24232e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 171705 members 
Mstep: Class 4 contains 16661 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56294 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25754 members 
Mstep: Class 10 contains 182930 members 
Mstep: Class 11 contains 21504 members 
Mstep: Class 12 contains 28510 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 36829 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 19063 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 173711 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173458 members 
Mstep: Class 22 contains 17067 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12623 members 
Mstep: Class 25 contains 2806 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231896.000000 Penalty: 89308.210938
Iteration 203Q: 27 clusters Score -1.242319e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 171704 members 
Mstep: Class 4 contains 16646 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56297 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25749 members 
Mstep: Class 10 contains 182938 members 
Mstep: Class 11 contains 21502 members 
Mstep: Class 12 contains 28510 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 36829 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173704 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173457 members 
Mstep: Class 22 contains 17063 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231920.000000 Penalty: 89308.210938
Iteration 204Q: 27 clusters Score -1.242319e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 171710 members 
Mstep: Class 4 contains 16639 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56298 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182940 members 
Mstep: Class 11 contains 21502 members 
Mstep: Class 12 contains 28512 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 36826 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 19056 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173696 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173452 members 
Mstep: Class 22 contains 17063 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231904.000000 Penalty: 89308.210938
Iteration 205Q: 27 clusters Score -1.242319e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 171716 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56300 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25741 members 
Mstep: Class 10 contains 182942 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 28514 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 36821 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 173697 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173446 members 
Mstep: Class 22 contains 17061 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231880.000000 Penalty: 89308.210938
Iteration 206Q: 27 clusters Score -1.242319e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 171724 members 
Mstep: Class 4 contains 16615 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 182938 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 28516 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 30709 members 
Mstep: Class 15 contains 36816 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 19048 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 173699 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173445 members 
Mstep: Class 22 contains 17058 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231872.000000 Penalty: 89308.210938
Iteration 207Q: 27 clusters Score -1.242319e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 171728 members 
Mstep: Class 4 contains 16596 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56304 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182944 members 
Mstep: Class 11 contains 21502 members 
Mstep: Class 12 contains 28518 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 30706 members 
Mstep: Class 15 contains 36812 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173703 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173440 members 
Mstep: Class 22 contains 17056 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12711 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231864.000000 Penalty: 89308.210938
Iteration 208Q: 27 clusters Score -1.242319e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 171725 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 56301 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 182933 members 
Mstep: Class 11 contains 21500 members 
Mstep: Class 12 contains 28520 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30705 members 
Mstep: Class 15 contains 36814 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173699 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173438 members 
Mstep: Class 22 contains 17056 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12739 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232040.000000 Penalty: 89308.210938
Iteration 209Q: 27 clusters Score -1.24232e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171730 members 
Mstep: Class 4 contains 16591 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56302 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21498 members 
Mstep: Class 12 contains 28525 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30705 members 
Mstep: Class 15 contains 36807 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 19039 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173692 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173441 members 
Mstep: Class 22 contains 17053 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12750 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232000.000000 Penalty: 89308.210938
Iteration 210Q: 27 clusters Score -1.24232e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171731 members 
Mstep: Class 4 contains 16590 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25747 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21495 members 
Mstep: Class 12 contains 28529 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30705 members 
Mstep: Class 15 contains 36808 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173692 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173439 members 
Mstep: Class 22 contains 17055 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12755 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232008.000000 Penalty: 89308.210938
Iteration 211Q: 27 clusters Score -1.24232e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171735 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56305 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21491 members 
Mstep: Class 12 contains 28534 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30705 members 
Mstep: Class 15 contains 36806 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 19025 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173691 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173444 members 
Mstep: Class 22 contains 17058 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12760 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232056.000000 Penalty: 89308.210938
Iteration 212Q: 27 clusters Score -1.242321e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16578 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56305 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182928 members 
Mstep: Class 11 contains 21488 members 
Mstep: Class 12 contains 28535 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 36803 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 19023 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 173685 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173447 members 
Mstep: Class 22 contains 17057 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12772 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232120.000000 Penalty: 89308.210938
Iteration 213Q: 27 clusters Score -1.242321e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171737 members 
Mstep: Class 4 contains 16569 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56305 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25749 members 
Mstep: Class 10 contains 182918 members 
Mstep: Class 11 contains 21487 members 
Mstep: Class 12 contains 28536 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30703 members 
Mstep: Class 15 contains 36803 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 19020 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 173682 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173451 members 
Mstep: Class 22 contains 17055 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12792 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232080.000000 Penalty: 89308.210938
Iteration 214Q: 27 clusters Score -1.242321e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171738 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56306 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25752 members 
Mstep: Class 10 contains 182917 members 
Mstep: Class 11 contains 21485 members 
Mstep: Class 12 contains 28536 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30703 members 
Mstep: Class 15 contains 36802 members 
Mstep: Class 16 contains 8734 members 
Mstep: Class 17 contains 19021 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 173681 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173443 members 
Mstep: Class 22 contains 17051 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12804 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232080.000000 Penalty: 89308.210938
Iteration 215Q: 27 clusters Score -1.242321e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56306 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25748 members 
Mstep: Class 10 contains 182913 members 
Mstep: Class 11 contains 21483 members 
Mstep: Class 12 contains 28539 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36800 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 19026 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173679 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173443 members 
Mstep: Class 22 contains 17048 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 12814 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232048.000000 Penalty: 89308.210938
Iteration 216Q: 27 clusters Score -1.24232e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16561 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56306 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25747 members 
Mstep: Class 10 contains 182908 members 
Mstep: Class 11 contains 21480 members 
Mstep: Class 12 contains 28542 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36799 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 19026 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 173679 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173447 members 
Mstep: Class 22 contains 17045 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 12821 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232008.000000 Penalty: 89308.210938
Iteration 217Q: 27 clusters Score -1.24232e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171738 members 
Mstep: Class 4 contains 16556 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56308 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182908 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 28542 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36798 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 19026 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173677 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173448 members 
Mstep: Class 22 contains 17044 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 12831 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232072.000000 Penalty: 89308.210938
Iteration 218Q: 27 clusters Score -1.242321e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16551 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56307 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182911 members 
Mstep: Class 11 contains 21473 members 
Mstep: Class 12 contains 28543 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36797 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 19024 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 173676 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173446 members 
Mstep: Class 22 contains 17044 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12845 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232080.000000 Penalty: 89308.210938
Iteration 219Q: 27 clusters Score -1.242321e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16544 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56308 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25748 members 
Mstep: Class 10 contains 182910 members 
Mstep: Class 11 contains 21473 members 
Mstep: Class 12 contains 28544 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36795 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 19026 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173674 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173438 members 
Mstep: Class 22 contains 17041 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 12866 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232104.000000 Penalty: 89308.210938
Iteration 220F: 27 clusters Score -1.242321e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 171735 members 
Mstep: Class 4 contains 16541 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56306 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182909 members 
Mstep: Class 11 contains 21471 members 
Mstep: Class 12 contains 28548 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36798 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 19028 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173670 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173436 members 
Mstep: Class 22 contains 17039 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12879 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232072.000000 Penalty: 89308.210938
Iteration 221Q: 27 clusters Score -1.242321e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171733 members 
Mstep: Class 4 contains 16533 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56307 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182909 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28551 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36799 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173438 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12890 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232120.000000 Penalty: 89308.210938
Iteration 222Q: 27 clusters Score -1.242321e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171734 members 
Mstep: Class 4 contains 16528 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56306 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 182906 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28554 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36800 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 19029 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173440 members 
Mstep: Class 22 contains 17035 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 223Q: 27 clusters Score -1.24232e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171731 members 
Mstep: Class 4 contains 16525 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56306 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 182909 members 
Mstep: Class 11 contains 21468 members 
Mstep: Class 12 contains 28555 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36801 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 19028 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173436 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19969 members 
Mstep: Class 24 contains 12904 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231960.000000 Penalty: 89308.210938
Iteration 224Q: 27 clusters Score -1.24232e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171733 members 
Mstep: Class 4 contains 16521 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56306 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25747 members 
Mstep: Class 10 contains 182912 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36799 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 19029 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173430 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12907 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231944.000000 Penalty: 89308.210938
Iteration 225Q: 27 clusters Score -1.242319e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 171733 members 
Mstep: Class 4 contains 16518 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182917 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36798 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 19031 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173658 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173425 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12907 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231912.000000 Penalty: 89308.210938
Iteration 226Q: 27 clusters Score -1.242319e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171734 members 
Mstep: Class 4 contains 16513 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182916 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36797 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173659 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173426 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12909 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231960.000000 Penalty: 89308.210938
Iteration 227Q: 27 clusters Score -1.24232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171732 members 
Mstep: Class 4 contains 16511 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182918 members 
Mstep: Class 11 contains 21470 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 19031 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173425 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231952.000000 Penalty: 89308.210938
Iteration 228Q: 27 clusters Score -1.24232e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171733 members 
Mstep: Class 4 contains 16511 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25747 members 
Mstep: Class 10 contains 182920 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28556 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173423 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12911 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232008.000000 Penalty: 89308.210938
Iteration 229Q: 27 clusters Score -1.24232e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171733 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25748 members 
Mstep: Class 10 contains 182920 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28554 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173421 members 
Mstep: Class 22 contains 17037 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12913 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232016.000000 Penalty: 89308.210938
Iteration 230Q: 27 clusters Score -1.24232e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171733 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25747 members 
Mstep: Class 10 contains 182920 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28554 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 19036 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173422 members 
Mstep: Class 22 contains 17037 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232040.000000 Penalty: 89308.210938
Iteration 231Q: 27 clusters Score -1.24232e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171733 members 
Mstep: Class 4 contains 16507 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 182920 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 28554 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 19040 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173425 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12917 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 232Q: 27 clusters Score -1.24232e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171734 members 
Mstep: Class 4 contains 16508 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 182919 members 
Mstep: Class 11 contains 21467 members 
Mstep: Class 12 contains 28555 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 30701 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 19039 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173663 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173425 members 
Mstep: Class 22 contains 17037 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12917 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232016.000000 Penalty: 89308.210938
Iteration 233Q: 27 clusters Score -1.24232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171735 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 56303 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182920 members 
Mstep: Class 11 contains 21464 members 
Mstep: Class 12 contains 28555 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30701 members 
Mstep: Class 15 contains 36790 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 19038 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173663 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173426 members 
Mstep: Class 22 contains 17039 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 234Q: 27 clusters Score -1.24232e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171738 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56300 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182921 members 
Mstep: Class 11 contains 21460 members 
Mstep: Class 12 contains 28555 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 36792 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173425 members 
Mstep: Class 22 contains 17043 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12915 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231952.000000 Penalty: 89308.210938
Iteration 235Q: 27 clusters Score -1.24232e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171739 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56300 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182924 members 
Mstep: Class 11 contains 21456 members 
Mstep: Class 12 contains 28556 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173664 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173424 members 
Mstep: Class 22 contains 17047 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12914 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 236Q: 27 clusters Score -1.24232e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171739 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56300 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21453 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173664 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173421 members 
Mstep: Class 22 contains 17049 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232016.000000 Penalty: 89308.210938
Iteration 237Q: 27 clusters Score -1.24232e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56300 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 182930 members 
Mstep: Class 11 contains 21448 members 
Mstep: Class 12 contains 28559 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 19034 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173664 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173420 members 
Mstep: Class 22 contains 17054 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 12915 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 238Q: 27 clusters Score -1.24232e+08 nChanged 18
Entering ConstructFrom: 
Score: -124231976.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (5781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Entering Unmasked Estep 
Score: -685770.187500 Penalty: 2148.258301
	Iteration 0F: 2 clusters Score -685770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -680769.625000 Penalty: 4296.516602
	Iteration 0F: 3 clusters Score -680769.6 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -681992.625000 Penalty: 4296.516602
	Iteration 1F: 3 clusters Score -681992.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -682199.500000 Penalty: 4296.516602
	Iteration 2F: 3 clusters Score -682199.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -682320.000000 Penalty: 4296.516602
	Iteration 3Q: 3 clusters Score -682320 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -682409.500000 Penalty: 4296.516602
	Iteration 4Q: 3 clusters Score -682409.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -682479.125000 Penalty: 4296.516602
	Iteration 5Q: 3 clusters Score -682479.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -682529.437500 Penalty: 4296.516602
	Iteration 6Q: 3 clusters Score -682529.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -682589.125000 Penalty: 4296.516602
	Iteration 7Q: 3 clusters Score -682589.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -682653.187500 Penalty: 4296.516602
	Iteration 8Q: 3 clusters Score -682653.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -682703.125000 Penalty: 4296.516602
	Iteration 9Q: 3 clusters Score -682703.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -682748.250000 Penalty: 4296.516602
	Iteration 10Q: 3 clusters Score -682748.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -682791.187500 Penalty: 4296.516602
	Iteration 11Q: 3 clusters Score -682791.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -682832.750000 Penalty: 4296.516602
	Iteration 12Q: 3 clusters Score -682832.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -682878.250000 Penalty: 4296.516602
	Iteration 13Q: 3 clusters Score -682878.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -682922.437500 Penalty: 4296.516602
	Iteration 14Q: 3 clusters Score -682922.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -682976.062500 Penalty: 4296.516602
	Iteration 15Q: 3 clusters Score -682976.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -683037.562500 Penalty: 4296.516602
	Iteration 16Q: 3 clusters Score -683037.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -683115.375000 Penalty: 4296.516602
	Iteration 17Q: 3 clusters Score -683115.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -683200.812500 Penalty: 4296.516602
	Iteration 18Q: 3 clusters Score -683200.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -683296.375000 Penalty: 4296.516602
	Iteration 19Q: 3 clusters Score -683296.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -683388.750000 Penalty: 4296.516602
	Iteration 20F: 3 clusters Score -683388.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -683493.750000 Penalty: 4296.516602
	Iteration 21Q: 3 clusters Score -683493.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -683587.625000 Penalty: 4296.516602
	Iteration 22Q: 3 clusters Score -683587.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -683668.750000 Penalty: 4296.516602
	Iteration 23Q: 3 clusters Score -683668.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -683778.375000 Penalty: 4296.516602
	Iteration 24Q: 3 clusters Score -683778.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -683893.062500 Penalty: 4296.516602
	Iteration 25Q: 3 clusters Score -683893.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -683998.500000 Penalty: 4296.516602
	Iteration 26Q: 3 clusters Score -683998.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -684078.812500 Penalty: 4296.516602
	Iteration 27Q: 3 clusters Score -684078.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -684133.375000 Penalty: 4296.516602
	Iteration 28Q: 3 clusters Score -684133.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -684180.000000 Penalty: 4296.516602
	Iteration 29Q: 3 clusters Score -684180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -684210.125000 Penalty: 4296.516602
	Iteration 30Q: 3 clusters Score -684210.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -684234.437500 Penalty: 4296.516602
	Iteration 31Q: 3 clusters Score -684234.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -684253.437500 Penalty: 4296.516602
	Iteration 32Q: 3 clusters Score -684253.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -684270.687500 Penalty: 4296.516602
	Iteration 33Q: 3 clusters Score -684270.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -684282.687500 Penalty: 4296.516602
	Iteration 34Q: 3 clusters Score -684282.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -684292.062500 Penalty: 4296.516602
	Iteration 35Q: 3 clusters Score -684292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -684300.500000 Penalty: 4296.516602
	Iteration 36Q: 3 clusters Score -684300.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -684312.187500 Penalty: 4296.516602
	Iteration 37Q: 3 clusters Score -684312.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -684318.500000 Penalty: 4296.516602
	Iteration 38Q: 3 clusters Score -684318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -684320.000000 Penalty: 4296.516602
	Iteration 39Q: 3 clusters Score -684320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -684321.312500 Penalty: 4296.516602
	Iteration 40F: 3 clusters Score -684321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -684322.125000 Penalty: 4296.516602
	Iteration 41Q: 3 clusters Score -684322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -684323.937500 Penalty: 4296.516602
	Iteration 42Q: 3 clusters Score -684323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -684323.937500 Penalty: 4296.516602
	Iteration 43F: 3 clusters Score -684323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -601741.187500 Penalty: 2110.372070
	Iteration 0F: 2 clusters Score -601741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -597248.062500 Penalty: 4220.744141
	Iteration 0F: 3 clusters Score -597248.1 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -598319.812500 Penalty: 4220.744141
	Iteration 1F: 3 clusters Score -598319.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -598557.125000 Penalty: 4220.744141
	Iteration 2F: 3 clusters Score -598557.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -598716.500000 Penalty: 4220.744141
	Iteration 3F: 3 clusters Score -598716.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -598824.375000 Penalty: 4220.744141
	Iteration 4Q: 3 clusters Score -598824.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -598902.187500 Penalty: 4220.744141
	Iteration 5Q: 3 clusters Score -598902.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -598953.312500 Penalty: 4220.744141
	Iteration 6Q: 3 clusters Score -598953.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -599009.312500 Penalty: 4220.744141
	Iteration 7Q: 3 clusters Score -599009.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -599043.375000 Penalty: 4220.744141
	Iteration 8Q: 3 clusters Score -599043.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -599072.000000 Penalty: 4220.744141
	Iteration 9Q: 3 clusters Score -599072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -599106.062500 Penalty: 4220.744141
	Iteration 10Q: 3 clusters Score -599106.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -599153.375000 Penalty: 4220.744141
	Iteration 11Q: 3 clusters Score -599153.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -599206.625000 Penalty: 4220.744141
	Iteration 12Q: 3 clusters Score -599206.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -599252.687500 Penalty: 4220.744141
	Iteration 13Q: 3 clusters Score -599252.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -599307.312500 Penalty: 4220.744141
	Iteration 14Q: 3 clusters Score -599307.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -599361.687500 Penalty: 4220.744141
	Iteration 15Q: 3 clusters Score -599361.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -599411.562500 Penalty: 4220.744141
	Iteration 16Q: 3 clusters Score -599411.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -599458.062500 Penalty: 4220.744141
	Iteration 17Q: 3 clusters Score -599458.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -599500.000000 Penalty: 4220.744141
	Iteration 18Q: 3 clusters Score -599500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -599533.375000 Penalty: 4220.744141
	Iteration 19Q: 3 clusters Score -599533.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -599565.562500 Penalty: 4220.744141
	Iteration 20F: 3 clusters Score -599565.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -599597.437500 Penalty: 4220.744141
	Iteration 21Q: 3 clusters Score -599597.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -599635.250000 Penalty: 4220.744141
	Iteration 22Q: 3 clusters Score -599635.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -599668.687500 Penalty: 4220.744141
	Iteration 23Q: 3 clusters Score -599668.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -599696.875000 Penalty: 4220.744141
	Iteration 24Q: 3 clusters Score -599696.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -599727.312500 Penalty: 4220.744141
	Iteration 25Q: 3 clusters Score -599727.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -599752.375000 Penalty: 4220.744141
	Iteration 26Q: 3 clusters Score -599752.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -599784.812500 Penalty: 4220.744141
	Iteration 27Q: 3 clusters Score -599784.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -599810.375000 Penalty: 4220.744141
	Iteration 28Q: 3 clusters Score -599810.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -599833.750000 Penalty: 4220.744141
	Iteration 29Q: 3 clusters Score -599833.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -599855.812500 Penalty: 4220.744141
	Iteration 30Q: 3 clusters Score -599855.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -599872.562500 Penalty: 4220.744141
	Iteration 31Q: 3 clusters Score -599872.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -599895.375000 Penalty: 4220.744141
	Iteration 32Q: 3 clusters Score -599895.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -599914.500000 Penalty: 4220.744141
	Iteration 33Q: 3 clusters Score -599914.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -599934.312500 Penalty: 4220.744141
	Iteration 34Q: 3 clusters Score -599934.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -599947.687500 Penalty: 4220.744141
	Iteration 35Q: 3 clusters Score -599947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -599961.000000 Penalty: 4220.744141
	Iteration 36Q: 3 clusters Score -599961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -599970.750000 Penalty: 4220.744141
	Iteration 37Q: 3 clusters Score -599970.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -599982.000000 Penalty: 4220.744141
	Iteration 38Q: 3 clusters Score -599982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -599989.750000 Penalty: 4220.744141
	Iteration 39Q: 3 clusters Score -599989.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -600000.500000 Penalty: 4220.744141
	Iteration 40F: 3 clusters Score -600000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -600009.687500 Penalty: 4220.744141
	Iteration 41Q: 3 clusters Score -600009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -600012.562500 Penalty: 4220.744141
	Iteration 42Q: 3 clusters Score -600012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -600015.187500 Penalty: 4220.744141
	Iteration 43Q: 3 clusters Score -600015.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -600019.250000 Penalty: 4220.744141
	Iteration 44Q: 3 clusters Score -600019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -600022.250000 Penalty: 4220.744141
	Iteration 45Q: 3 clusters Score -600022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -600024.187500 Penalty: 4220.744141
	Iteration 46Q: 3 clusters Score -600024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -600026.562500 Penalty: 4220.744141
	Iteration 47Q: 3 clusters Score -600026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -600029.625000 Penalty: 4220.744141
	Iteration 48Q: 3 clusters Score -600029.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -600032.062500 Penalty: 4220.744141
	Iteration 49Q: 3 clusters Score -600032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -600033.000000 Penalty: 4220.744141
	Iteration 50Q: 3 clusters Score -600033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -600034.187500 Penalty: 4220.744141
	Iteration 51Q: 3 clusters Score -600034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -600035.125000 Penalty: 4220.744141
	Iteration 52Q: 3 clusters Score -600035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -600035.562500 Penalty: 4220.744141
	Iteration 53Q: 3 clusters Score -600035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -600037.500000 Penalty: 4220.744141
	Iteration 54Q: 3 clusters Score -600037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -600037.875000 Penalty: 4220.744141
	Iteration 55Q: 3 clusters Score -600037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -600038.875000 Penalty: 4220.744141
	Iteration 56Q: 3 clusters Score -600038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -600041.687500 Penalty: 4220.744141
	Iteration 57Q: 3 clusters Score -600041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -600041.312500 Penalty: 4220.744141
	Iteration 58Q: 3 clusters Score -600041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -600043.312500 Penalty: 4220.744141
	Iteration 59Q: 3 clusters Score -600043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -600044.000000 Penalty: 4220.744141
	Iteration 60F: 3 clusters Score -600044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -600045.000000 Penalty: 4220.744141
	Iteration 61Q: 3 clusters Score -600045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -600044.875000 Penalty: 4220.744141
	Iteration 62Q: 3 clusters Score -600044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -600044.875000 Penalty: 4220.744141
	Iteration 63F: 3 clusters Score -600044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171743 members 
Entering Unmasked Estep 
Score: -20913110.000000 Penalty: 2989.331299
	Iteration 0F: 2 clusters Score -2.091311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -20799716.000000 Penalty: 5978.662598
	Iteration 0F: 3 clusters Score -2.079972e+07 nChanged 82082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -20850104.000000 Penalty: 5978.662598
	Iteration 1F: 3 clusters Score -2.08501e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -20854064.000000 Penalty: 5978.662598
	Iteration 2F: 3 clusters Score -2.085406e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -20860156.000000 Penalty: 5978.662598
	Iteration 3F: 3 clusters Score -2.086016e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -20868062.000000 Penalty: 5978.662598
	Iteration 4F: 3 clusters Score -2.086806e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123242 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -20876386.000000 Penalty: 5978.662598
	Iteration 5F: 3 clusters Score -2.087639e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132733 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -20884114.000000 Penalty: 5978.662598
	Iteration 6F: 3 clusters Score -2.088411e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141475 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -20890772.000000 Penalty: 5978.662598
	Iteration 7F: 3 clusters Score -2.089077e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -20895920.000000 Penalty: 5978.662598
	Iteration 8Q: 3 clusters Score -2.089592e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -20900352.000000 Penalty: 5978.662598
	Iteration 9Q: 3 clusters Score -2.090035e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160814 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -20903836.000000 Penalty: 5978.662598
	Iteration 10Q: 3 clusters Score -2.090384e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -20906586.000000 Penalty: 5978.662598
	Iteration 11Q: 3 clusters Score -2.090659e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167205 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -20908200.000000 Penalty: 5978.662598
	Iteration 12Q: 3 clusters Score -2.09082e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168783 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -20909328.000000 Penalty: 5978.662598
	Iteration 13Q: 3 clusters Score -2.090933e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169705 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20909946.000000 Penalty: 5978.662598
	Iteration 14Q: 3 clusters Score -2.090995e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20910302.000000 Penalty: 5978.662598
	Iteration 15Q: 3 clusters Score -2.09103e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -20910476.000000 Penalty: 5978.662598
	Iteration 16Q: 3 clusters Score -2.091048e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20910558.000000 Penalty: 5978.662598
	Iteration 17Q: 3 clusters Score -2.091056e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20910664.000000 Penalty: 5978.662598
	Iteration 18Q: 3 clusters Score -2.091066e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -20910736.000000 Penalty: 5978.662598
	Iteration 19Q: 3 clusters Score -2.091074e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170858 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -20910754.000000 Penalty: 5978.662598
	Iteration 20F: 3 clusters Score -2.091075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -20910758.000000 Penalty: 5978.662598
	Iteration 21Q: 3 clusters Score -2.091076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20910794.000000 Penalty: 5978.662598
	Iteration 22Q: 3 clusters Score -2.091079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -20910790.000000 Penalty: 5978.662598
	Iteration 23Q: 3 clusters Score -2.091079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -20910804.000000 Penalty: 5978.662598
	Iteration 24Q: 3 clusters Score -2.09108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170954 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -20910782.000000 Penalty: 5978.662598
	Iteration 25Q: 3 clusters Score -2.091078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170961 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20910784.000000 Penalty: 5978.662598
	Iteration 26Q: 3 clusters Score -2.091078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170974 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -20910792.000000 Penalty: 5978.662598
	Iteration 27Q: 3 clusters Score -2.091079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -20910792.000000 Penalty: 5978.662598
	Iteration 28Q: 3 clusters Score -2.091079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20910790.000000 Penalty: 5978.662598
	Iteration 29Q: 3 clusters Score -2.091079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20910806.000000 Penalty: 5978.662598
	Iteration 30Q: 3 clusters Score -2.091081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20910804.000000 Penalty: 5978.662598
	Iteration 31Q: 3 clusters Score -2.09108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20910814.000000 Penalty: 5978.662598
	Iteration 32Q: 3 clusters Score -2.091081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170995 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20910822.000000 Penalty: 5978.662598
	Iteration 33Q: 3 clusters Score -2.091082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20910816.000000 Penalty: 5978.662598
	Iteration 34Q: 3 clusters Score -2.091082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20910814.000000 Penalty: 5978.662598
	Iteration 35Q: 3 clusters Score -2.091081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171004 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -20910826.000000 Penalty: 5978.662598
	Iteration 36Q: 3 clusters Score -2.091083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20910822.000000 Penalty: 5978.662598
	Iteration 37Q: 3 clusters Score -2.091082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20910826.000000 Penalty: 5978.662598
	Iteration 38Q: 3 clusters Score -2.091083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171012 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -20910828.000000 Penalty: 5978.662598
	Iteration 39Q: 3 clusters Score -2.091083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20910826.000000 Penalty: 5978.662598
	Iteration 40F: 3 clusters Score -2.091083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171014 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20910842.000000 Penalty: 5978.662598
	Iteration 41Q: 3 clusters Score -2.091084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171014 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20910842.000000 Penalty: 5978.662598
	Iteration 42F: 3 clusters Score -2.091084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Entering Unmasked Estep 
Score: -1963896.125000 Penalty: 2408.476807
	Iteration 0F: 2 clusters Score -1963896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1952047.750000 Penalty: 4816.953613
	Iteration 0F: 3 clusters Score -1952048 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1955897.875000 Penalty: 4816.953613
	Iteration 1F: 3 clusters Score -1955898 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1956319.000000 Penalty: 4816.953613
	Iteration 2F: 3 clusters Score -1956319 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1956622.625000 Penalty: 4816.953613
	Iteration 3Q: 3 clusters Score -1956623 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1956925.125000 Penalty: 4816.953613
	Iteration 4Q: 3 clusters Score -1956925 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1957240.875000 Penalty: 4816.953613
	Iteration 5Q: 3 clusters Score -1957241 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1957601.625000 Penalty: 4816.953613
	Iteration 6Q: 3 clusters Score -1957602 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1957991.000000 Penalty: 4816.953613
	Iteration 7Q: 3 clusters Score -1957991 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1958418.125000 Penalty: 4816.953613
	Iteration 8Q: 3 clusters Score -1958418 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1958819.750000 Penalty: 4816.953613
	Iteration 9Q: 3 clusters Score -1958820 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1959198.875000 Penalty: 4816.953613
	Iteration 10Q: 3 clusters Score -1959199 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1959556.875000 Penalty: 4816.953613
	Iteration 11Q: 3 clusters Score -1959557 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1959892.500000 Penalty: 4816.953613
	Iteration 12Q: 3 clusters Score -1959892 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1960227.375000 Penalty: 4816.953613
	Iteration 13Q: 3 clusters Score -1960227 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1960495.625000 Penalty: 4816.953613
	Iteration 14Q: 3 clusters Score -1960496 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1960740.875000 Penalty: 4816.953613
	Iteration 15Q: 3 clusters Score -1960741 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1960936.750000 Penalty: 4816.953613
	Iteration 16Q: 3 clusters Score -1960937 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1961079.625000 Penalty: 4816.953613
	Iteration 17Q: 3 clusters Score -1961080 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1961191.250000 Penalty: 4816.953613
	Iteration 18Q: 3 clusters Score -1961191 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1961252.625000 Penalty: 4816.953613
	Iteration 19Q: 3 clusters Score -1961253 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1961332.625000 Penalty: 4816.953613
	Iteration 20F: 3 clusters Score -1961333 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1961391.125000 Penalty: 4816.953613
	Iteration 21Q: 3 clusters Score -1961391 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1961452.750000 Penalty: 4816.953613
	Iteration 22Q: 3 clusters Score -1961453 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1961500.500000 Penalty: 4816.953613
	Iteration 23Q: 3 clusters Score -1961500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1961554.375000 Penalty: 4816.953613
	Iteration 24Q: 3 clusters Score -1961554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1961600.875000 Penalty: 4816.953613
	Iteration 25Q: 3 clusters Score -1961601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1961640.875000 Penalty: 4816.953613
	Iteration 26Q: 3 clusters Score -1961641 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1961674.000000 Penalty: 4816.953613
	Iteration 27Q: 3 clusters Score -1961674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1961712.500000 Penalty: 4816.953613
	Iteration 28Q: 3 clusters Score -1961712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1961736.000000 Penalty: 4816.953613
	Iteration 29Q: 3 clusters Score -1961736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1961771.750000 Penalty: 4816.953613
	Iteration 30Q: 3 clusters Score -1961772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1961793.125000 Penalty: 4816.953613
	Iteration 31Q: 3 clusters Score -1961793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1961816.125000 Penalty: 4816.953613
	Iteration 32Q: 3 clusters Score -1961816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1961829.000000 Penalty: 4816.953613
	Iteration 33Q: 3 clusters Score -1961829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1961843.875000 Penalty: 4816.953613
	Iteration 34Q: 3 clusters Score -1961844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1961856.875000 Penalty: 4816.953613
	Iteration 35Q: 3 clusters Score -1961857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1961870.875000 Penalty: 4816.953613
	Iteration 36Q: 3 clusters Score -1961871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1961883.375000 Penalty: 4816.953613
	Iteration 37Q: 3 clusters Score -1961883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1961897.000000 Penalty: 4816.953613
	Iteration 38Q: 3 clusters Score -1961897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1961905.250000 Penalty: 4816.953613
	Iteration 39Q: 3 clusters Score -1961905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1961922.375000 Penalty: 4816.953613
	Iteration 40F: 3 clusters Score -1961922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1961941.625000 Penalty: 4816.953613
	Iteration 41Q: 3 clusters Score -1961942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1961957.125000 Penalty: 4816.953613
	Iteration 42Q: 3 clusters Score -1961957 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1961973.375000 Penalty: 4816.953613
	Iteration 43Q: 3 clusters Score -1961973 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1961988.500000 Penalty: 4816.953613
	Iteration 44Q: 3 clusters Score -1961988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1961995.875000 Penalty: 4816.953613
	Iteration 45Q: 3 clusters Score -1961996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1962003.250000 Penalty: 4816.953613
	Iteration 46Q: 3 clusters Score -1962003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1962019.375000 Penalty: 4816.953613
	Iteration 47Q: 3 clusters Score -1962019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1962033.750000 Penalty: 4816.953613
	Iteration 48Q: 3 clusters Score -1962034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1962041.250000 Penalty: 4816.953613
	Iteration 49Q: 3 clusters Score -1962041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1962057.875000 Penalty: 4816.953613
	Iteration 50Q: 3 clusters Score -1962058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1962065.500000 Penalty: 4816.953613
	Iteration 51Q: 3 clusters Score -1962066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1962072.125000 Penalty: 4816.953613
	Iteration 52Q: 3 clusters Score -1962072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1962077.000000 Penalty: 4816.953613
	Iteration 53Q: 3 clusters Score -1962077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1962086.750000 Penalty: 4816.953613
	Iteration 54Q: 3 clusters Score -1962087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1962085.000000 Penalty: 4816.953613
	Iteration 55Q: 3 clusters Score -1962085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1962091.625000 Penalty: 4816.953613
	Iteration 56Q: 3 clusters Score -1962092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1962093.500000 Penalty: 4816.953613
	Iteration 57Q: 3 clusters Score -1962094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1962095.250000 Penalty: 4816.953613
	Iteration 58Q: 3 clusters Score -1962095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1962095.000000 Penalty: 4816.953613
	Iteration 59Q: 3 clusters Score -1962095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1962100.250000 Penalty: 4816.953613
	Iteration 60F: 3 clusters Score -1962100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1962101.375000 Penalty: 4816.953613
	Iteration 61Q: 3 clusters Score -1962101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1962112.250000 Penalty: 4816.953613
	Iteration 62Q: 3 clusters Score -1962112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1962118.875000 Penalty: 4816.953613
	Iteration 63Q: 3 clusters Score -1962119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1962126.875000 Penalty: 4816.953613
	Iteration 64Q: 3 clusters Score -1962127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1962134.125000 Penalty: 4816.953613
	Iteration 65Q: 3 clusters Score -1962134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1962141.125000 Penalty: 4816.953613
	Iteration 66Q: 3 clusters Score -1962141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1962156.500000 Penalty: 4816.953613
	Iteration 67Q: 3 clusters Score -1962156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1962161.125000 Penalty: 4816.953613
	Iteration 68Q: 3 clusters Score -1962161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1962171.875000 Penalty: 4816.953613
	Iteration 69Q: 3 clusters Score -1962172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1962182.875000 Penalty: 4816.953613
	Iteration 70Q: 3 clusters Score -1962183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1962199.125000 Penalty: 4816.953613
	Iteration 71Q: 3 clusters Score -1962199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1962222.375000 Penalty: 4816.953613
	Iteration 72Q: 3 clusters Score -1962222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1962236.250000 Penalty: 4816.953613
	Iteration 73Q: 3 clusters Score -1962236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1962251.500000 Penalty: 4816.953613
	Iteration 74Q: 3 clusters Score -1962252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1962260.250000 Penalty: 4816.953613
	Iteration 75Q: 3 clusters Score -1962260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1962279.375000 Penalty: 4816.953613
	Iteration 76Q: 3 clusters Score -1962279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1962283.750000 Penalty: 4816.953613
	Iteration 77Q: 3 clusters Score -1962284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1962293.875000 Penalty: 4816.953613
	Iteration 78Q: 3 clusters Score -1962294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1962293.750000 Penalty: 4816.953613
	Iteration 79Q: 3 clusters Score -1962294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1962295.250000 Penalty: 4816.953613
	Iteration 80F: 3 clusters Score -1962295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1962300.125000 Penalty: 4816.953613
	Iteration 81Q: 3 clusters Score -1962300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1962307.375000 Penalty: 4816.953613
	Iteration 82Q: 3 clusters Score -1962307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1962313.000000 Penalty: 4816.953613
	Iteration 83Q: 3 clusters Score -1962313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1962331.375000 Penalty: 4816.953613
	Iteration 84Q: 3 clusters Score -1962331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1962344.000000 Penalty: 4816.953613
	Iteration 85Q: 3 clusters Score -1962344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1962354.500000 Penalty: 4816.953613
	Iteration 86Q: 3 clusters Score -1962354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1962359.250000 Penalty: 4816.953613
	Iteration 87Q: 3 clusters Score -1962359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1962371.500000 Penalty: 4816.953613
	Iteration 88Q: 3 clusters Score -1962372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1962382.750000 Penalty: 4816.953613
	Iteration 89Q: 3 clusters Score -1962383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1962390.250000 Penalty: 4816.953613
	Iteration 90Q: 3 clusters Score -1962390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1962391.625000 Penalty: 4816.953613
	Iteration 91Q: 3 clusters Score -1962392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1962395.500000 Penalty: 4816.953613
	Iteration 92Q: 3 clusters Score -1962396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1962395.750000 Penalty: 4816.953613
	Iteration 93Q: 3 clusters Score -1962396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1962404.625000 Penalty: 4816.953613
	Iteration 94Q: 3 clusters Score -1962405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1962405.125000 Penalty: 4816.953613
	Iteration 95Q: 3 clusters Score -1962405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1962411.000000 Penalty: 4816.953613
	Iteration 96Q: 3 clusters Score -1962411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1962411.375000 Penalty: 4816.953613
	Iteration 97Q: 3 clusters Score -1962411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1962416.125000 Penalty: 4816.953613
	Iteration 98Q: 3 clusters Score -1962416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1962416.875000 Penalty: 4816.953613
	Iteration 99Q: 3 clusters Score -1962417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1962416.625000 Penalty: 4816.953613
	Iteration 100F: 3 clusters Score -1962417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1962416.375000 Penalty: 4816.953613
	Iteration 101Q: 3 clusters Score -1962416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1962416.375000 Penalty: 4816.953613
	Iteration 102F: 3 clusters Score -1962416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1218630.000000 Penalty: 2283.195312
	Iteration 0F: 2 clusters Score -1218630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1211006.750000 Penalty: 4566.390625
	Iteration 0F: 3 clusters Score -1211007 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1213133.875000 Penalty: 4566.390625
	Iteration 1F: 3 clusters Score -1213134 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1213440.125000 Penalty: 4566.390625
	Iteration 2F: 3 clusters Score -1213440 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1213666.375000 Penalty: 4566.390625
	Iteration 3F: 3 clusters Score -1213666 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1213849.875000 Penalty: 4566.390625
	Iteration 4Q: 3 clusters Score -1213850 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1213990.125000 Penalty: 4566.390625
	Iteration 5Q: 3 clusters Score -1213990 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1214121.750000 Penalty: 4566.390625
	Iteration 6Q: 3 clusters Score -1214122 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1214255.750000 Penalty: 4566.390625
	Iteration 7Q: 3 clusters Score -1214256 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1214416.250000 Penalty: 4566.390625
	Iteration 8Q: 3 clusters Score -1214416 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1214599.750000 Penalty: 4566.390625
	Iteration 9Q: 3 clusters Score -1214600 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1214840.000000 Penalty: 4566.390625
	Iteration 10Q: 3 clusters Score -1214840 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1215133.250000 Penalty: 4566.390625
	Iteration 11Q: 3 clusters Score -1215133 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1215469.000000 Penalty: 4566.390625
	Iteration 12Q: 3 clusters Score -1215469 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1215796.000000 Penalty: 4566.390625
	Iteration 13Q: 3 clusters Score -1215796 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1216052.125000 Penalty: 4566.390625
	Iteration 14Q: 3 clusters Score -1216052 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1216245.125000 Penalty: 4566.390625
	Iteration 15Q: 3 clusters Score -1216245 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1216379.750000 Penalty: 4566.390625
	Iteration 16Q: 3 clusters Score -1216380 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1216464.125000 Penalty: 4566.390625
	Iteration 17Q: 3 clusters Score -1216464 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1216536.750000 Penalty: 4566.390625
	Iteration 18Q: 3 clusters Score -1216537 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1216591.250000 Penalty: 4566.390625
	Iteration 19Q: 3 clusters Score -1216591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1216623.000000 Penalty: 4566.390625
	Iteration 20F: 3 clusters Score -1216623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1216659.125000 Penalty: 4566.390625
	Iteration 21Q: 3 clusters Score -1216659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1216689.500000 Penalty: 4566.390625
	Iteration 22Q: 3 clusters Score -1216690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1216708.125000 Penalty: 4566.390625
	Iteration 23Q: 3 clusters Score -1216708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1216726.375000 Penalty: 4566.390625
	Iteration 24Q: 3 clusters Score -1216726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1216739.625000 Penalty: 4566.390625
	Iteration 25Q: 3 clusters Score -1216740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1216747.375000 Penalty: 4566.390625
	Iteration 26Q: 3 clusters Score -1216747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1216752.250000 Penalty: 4566.390625
	Iteration 27Q: 3 clusters Score -1216752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1216761.125000 Penalty: 4566.390625
	Iteration 28Q: 3 clusters Score -1216761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1216772.750000 Penalty: 4566.390625
	Iteration 29Q: 3 clusters Score -1216773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1216777.375000 Penalty: 4566.390625
	Iteration 30Q: 3 clusters Score -1216777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1216778.000000 Penalty: 4566.390625
	Iteration 31Q: 3 clusters Score -1216778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1216780.375000 Penalty: 4566.390625
	Iteration 32Q: 3 clusters Score -1216780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1216784.000000 Penalty: 4566.390625
	Iteration 33Q: 3 clusters Score -1216784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1216789.750000 Penalty: 4566.390625
	Iteration 34Q: 3 clusters Score -1216790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1216790.375000 Penalty: 4566.390625
	Iteration 35Q: 3 clusters Score -1216790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1216793.375000 Penalty: 4566.390625
	Iteration 36Q: 3 clusters Score -1216793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1216798.875000 Penalty: 4566.390625
	Iteration 37Q: 3 clusters Score -1216799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1216803.750000 Penalty: 4566.390625
	Iteration 38Q: 3 clusters Score -1216804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1216804.625000 Penalty: 4566.390625
	Iteration 39Q: 3 clusters Score -1216805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1216810.000000 Penalty: 4566.390625
	Iteration 40F: 3 clusters Score -1216810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1216814.250000 Penalty: 4566.390625
	Iteration 41Q: 3 clusters Score -1216814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1216820.750000 Penalty: 4566.390625
	Iteration 42Q: 3 clusters Score -1216821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1216825.000000 Penalty: 4566.390625
	Iteration 43Q: 3 clusters Score -1216825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1216826.500000 Penalty: 4566.390625
	Iteration 44Q: 3 clusters Score -1216826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1216826.500000 Penalty: 4566.390625
	Iteration 45F: 3 clusters Score -1216826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -502580.375000 Penalty: 2064.134521
	Iteration 0F: 2 clusters Score -502580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -498595.031250 Penalty: 4128.269043
	Iteration 0F: 3 clusters Score -498595 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -499484.437500 Penalty: 4128.269043
	Iteration 1F: 3 clusters Score -499484.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -499684.781250 Penalty: 4128.269043
	Iteration 2F: 3 clusters Score -499684.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -499821.968750 Penalty: 4128.269043
	Iteration 3F: 3 clusters Score -499822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -499935.250000 Penalty: 4128.269043
	Iteration 4Q: 3 clusters Score -499935.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -500027.562500 Penalty: 4128.269043
	Iteration 5Q: 3 clusters Score -500027.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -500090.656250 Penalty: 4128.269043
	Iteration 6Q: 3 clusters Score -500090.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -500147.781250 Penalty: 4128.269043
	Iteration 7Q: 3 clusters Score -500147.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -500197.812500 Penalty: 4128.269043
	Iteration 8Q: 3 clusters Score -500197.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -500259.656250 Penalty: 4128.269043
	Iteration 9Q: 3 clusters Score -500259.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -500311.156250 Penalty: 4128.269043
	Iteration 10Q: 3 clusters Score -500311.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -500357.156250 Penalty: 4128.269043
	Iteration 11Q: 3 clusters Score -500357.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -500398.812500 Penalty: 4128.269043
	Iteration 12Q: 3 clusters Score -500398.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -500434.562500 Penalty: 4128.269043
	Iteration 13Q: 3 clusters Score -500434.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -500482.375000 Penalty: 4128.269043
	Iteration 14Q: 3 clusters Score -500482.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -500526.375000 Penalty: 4128.269043
	Iteration 15Q: 3 clusters Score -500526.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -500570.593750 Penalty: 4128.269043
	Iteration 16Q: 3 clusters Score -500570.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -500606.218750 Penalty: 4128.269043
	Iteration 17Q: 3 clusters Score -500606.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -500635.218750 Penalty: 4128.269043
	Iteration 18Q: 3 clusters Score -500635.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -500665.968750 Penalty: 4128.269043
	Iteration 19Q: 3 clusters Score -500666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -500699.968750 Penalty: 4128.269043
	Iteration 20F: 3 clusters Score -500700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -500726.062500 Penalty: 4128.269043
	Iteration 21Q: 3 clusters Score -500726.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -500746.781250 Penalty: 4128.269043
	Iteration 22Q: 3 clusters Score -500746.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -500762.468750 Penalty: 4128.269043
	Iteration 23Q: 3 clusters Score -500762.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -500778.406250 Penalty: 4128.269043
	Iteration 24Q: 3 clusters Score -500778.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -500793.218750 Penalty: 4128.269043
	Iteration 25Q: 3 clusters Score -500793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -500798.437500 Penalty: 4128.269043
	Iteration 26Q: 3 clusters Score -500798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -500802.812500 Penalty: 4128.269043
	Iteration 27Q: 3 clusters Score -500802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -500809.875000 Penalty: 4128.269043
	Iteration 28Q: 3 clusters Score -500809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -500816.250000 Penalty: 4128.269043
	Iteration 29Q: 3 clusters Score -500816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -500822.531250 Penalty: 4128.269043
	Iteration 30Q: 3 clusters Score -500822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -500827.625000 Penalty: 4128.269043
	Iteration 31Q: 3 clusters Score -500827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -500832.343750 Penalty: 4128.269043
	Iteration 32Q: 3 clusters Score -500832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -500838.781250 Penalty: 4128.269043
	Iteration 33Q: 3 clusters Score -500838.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -500846.062500 Penalty: 4128.269043
	Iteration 34Q: 3 clusters Score -500846.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -500851.656250 Penalty: 4128.269043
	Iteration 35Q: 3 clusters Score -500851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -500858.031250 Penalty: 4128.269043
	Iteration 36Q: 3 clusters Score -500858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -500862.187500 Penalty: 4128.269043
	Iteration 37Q: 3 clusters Score -500862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -500865.906250 Penalty: 4128.269043
	Iteration 38Q: 3 clusters Score -500865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -500868.343750 Penalty: 4128.269043
	Iteration 39Q: 3 clusters Score -500868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -500870.593750 Penalty: 4128.269043
	Iteration 40F: 3 clusters Score -500870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -500871.281250 Penalty: 4128.269043
	Iteration 41Q: 3 clusters Score -500871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -500871.593750 Penalty: 4128.269043
	Iteration 42Q: 3 clusters Score -500871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -500872.593750 Penalty: 4128.269043
	Iteration 43Q: 3 clusters Score -500872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -500874.437500 Penalty: 4128.269043
	Iteration 44Q: 3 clusters Score -500874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -500876.000000 Penalty: 4128.269043
	Iteration 45Q: 3 clusters Score -500876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -500876.281250 Penalty: 4128.269043
	Iteration 46Q: 3 clusters Score -500876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -500876.281250 Penalty: 4128.269043
	Iteration 47F: 3 clusters Score -500876.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Entering Unmasked Estep 
Score: -6917299.500000 Penalty: 2712.739990
	Iteration 0F: 2 clusters Score -6917300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -6879528.000000 Penalty: 5425.479980
	Iteration 0F: 3 clusters Score -6879528 nChanged 26069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -6894283.500000 Penalty: 5425.479980
	Iteration 1F: 3 clusters Score -6894284 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -6894955.500000 Penalty: 5425.479980
	Iteration 2Q: 3 clusters Score -6894956 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -6895754.500000 Penalty: 5425.479980
	Iteration 3Q: 3 clusters Score -6895754 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6896924.500000 Penalty: 5425.479980
	Iteration 4Q: 3 clusters Score -6896924 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6898706.500000 Penalty: 5425.479980
	Iteration 5F: 3 clusters Score -6898706 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -6901655.000000 Penalty: 5425.479980
	Iteration 6F: 3 clusters Score -6901655 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -6905316.500000 Penalty: 5425.479980
	Iteration 7F: 3 clusters Score -6905316 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -6908629.500000 Penalty: 5425.479980
	Iteration 8F: 3 clusters Score -6908630 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -6910893.000000 Penalty: 5425.479980
	Iteration 9F: 3 clusters Score -6910893 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -6912286.000000 Penalty: 5425.479980
	Iteration 10Q: 3 clusters Score -6912286 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6913230.000000 Penalty: 5425.479980
	Iteration 11Q: 3 clusters Score -6913230 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -6913905.500000 Penalty: 5425.479980
	Iteration 12Q: 3 clusters Score -6913906 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -6914336.500000 Penalty: 5425.479980
	Iteration 13Q: 3 clusters Score -6914336 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -6914651.000000 Penalty: 5425.479980
	Iteration 14Q: 3 clusters Score -6914651 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -6914835.500000 Penalty: 5425.479980
	Iteration 15Q: 3 clusters Score -6914836 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -6914993.000000 Penalty: 5425.479980
	Iteration 16Q: 3 clusters Score -6914993 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -6915083.500000 Penalty: 5425.479980
	Iteration 17Q: 3 clusters Score -6915084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -6915128.000000 Penalty: 5425.479980
	Iteration 18Q: 3 clusters Score -6915128 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -6915179.000000 Penalty: 5425.479980
	Iteration 19Q: 3 clusters Score -6915179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -6915207.500000 Penalty: 5425.479980
	Iteration 20F: 3 clusters Score -6915208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -6915243.500000 Penalty: 5425.479980
	Iteration 21Q: 3 clusters Score -6915244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -6915257.500000 Penalty: 5425.479980
	Iteration 22Q: 3 clusters Score -6915258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -6915291.000000 Penalty: 5425.479980
	Iteration 23Q: 3 clusters Score -6915291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -6915302.500000 Penalty: 5425.479980
	Iteration 24Q: 3 clusters Score -6915302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -6915307.500000 Penalty: 5425.479980
	Iteration 25Q: 3 clusters Score -6915308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -6915309.500000 Penalty: 5425.479980
	Iteration 26Q: 3 clusters Score -6915310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -6915299.500000 Penalty: 5425.479980
	Iteration 27Q: 3 clusters Score -6915300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -6915306.000000 Penalty: 5425.479980
	Iteration 28Q: 3 clusters Score -6915306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -6915318.000000 Penalty: 5425.479980
	Iteration 29Q: 3 clusters Score -6915318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -6915314.500000 Penalty: 5425.479980
	Iteration 30Q: 3 clusters Score -6915314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -6915318.500000 Penalty: 5425.479980
	Iteration 31Q: 3 clusters Score -6915318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -6915318.000000 Penalty: 5425.479980
	Iteration 32Q: 3 clusters Score -6915318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -6915320.000000 Penalty: 5425.479980
	Iteration 33Q: 3 clusters Score -6915320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -6915323.000000 Penalty: 5425.479980
	Iteration 34Q: 3 clusters Score -6915323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -6915320.500000 Penalty: 5425.479980
	Iteration 35Q: 3 clusters Score -6915320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -6915328.500000 Penalty: 5425.479980
	Iteration 36Q: 3 clusters Score -6915328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -6915324.500000 Penalty: 5425.479980
	Iteration 37Q: 3 clusters Score -6915324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -6915330.500000 Penalty: 5425.479980
	Iteration 38Q: 3 clusters Score -6915330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -6915334.500000 Penalty: 5425.479980
	Iteration 39Q: 3 clusters Score -6915334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -6915338.500000 Penalty: 5425.479980
	Iteration 40F: 3 clusters Score -6915338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -6915343.000000 Penalty: 5425.479980
	Iteration 41Q: 3 clusters Score -6915343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -6915344.500000 Penalty: 5425.479980
	Iteration 42Q: 3 clusters Score -6915344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -6915343.500000 Penalty: 5425.479980
	Iteration 43Q: 3 clusters Score -6915344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -6915346.000000 Penalty: 5425.479980
	Iteration 44Q: 3 clusters Score -6915346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -6915348.500000 Penalty: 5425.479980
	Iteration 45Q: 3 clusters Score -6915348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -6915352.500000 Penalty: 5425.479980
	Iteration 46Q: 3 clusters Score -6915352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -6915357.500000 Penalty: 5425.479980
	Iteration 47Q: 3 clusters Score -6915358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -6915363.000000 Penalty: 5425.479980
	Iteration 48Q: 3 clusters Score -6915363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -6915362.000000 Penalty: 5425.479980
	Iteration 49Q: 3 clusters Score -6915362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -6915365.000000 Penalty: 5425.479980
	Iteration 50Q: 3 clusters Score -6915365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -6915367.000000 Penalty: 5425.479980
	Iteration 51Q: 3 clusters Score -6915367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -6915369.000000 Penalty: 5425.479980
	Iteration 52Q: 3 clusters Score -6915369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -6915364.000000 Penalty: 5425.479980
	Iteration 53Q: 3 clusters Score -6915364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -6915360.000000 Penalty: 5425.479980
	Iteration 54Q: 3 clusters Score -6915360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -6915367.000000 Penalty: 5425.479980
	Iteration 55Q: 3 clusters Score -6915367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -6915367.000000 Penalty: 5425.479980
	Iteration 56F: 3 clusters Score -6915367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -157304.093750 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -157304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -155099.406250 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -155099.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155545.812500 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -155545.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -155726.781250 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -155726.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155882.671875 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -155882.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156118.765625 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -156118.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156342.203125 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -156342.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -156507.968750 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -156508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -156667.140625 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -156667.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156793.281250 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -156793.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156899.625000 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -156899.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156958.640625 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -156958.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157006.500000 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -157006.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157026.906250 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -157026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157034.812500 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -157034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157041.171875 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -157041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -157046.015625 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -157046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -157052.875000 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -157052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157079.968750 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -157080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -157104.656250 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -157104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -157121.781250 Penalty: 3611.908447
	Iteration 19Q: 3 clusters Score -157121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -157133.093750 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -157133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -157134.781250 Penalty: 3611.908447
	Iteration 21Q: 3 clusters Score -157134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157144.093750 Penalty: 3611.908447
	Iteration 22Q: 3 clusters Score -157144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -157154.609375 Penalty: 3611.908447
	Iteration 23Q: 3 clusters Score -157154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157160.437500 Penalty: 3611.908447
	Iteration 24Q: 3 clusters Score -157160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157180.531250 Penalty: 3611.908447
	Iteration 25Q: 3 clusters Score -157180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -157193.203125 Penalty: 3611.908447
	Iteration 26Q: 3 clusters Score -157193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157210.171875 Penalty: 3611.908447
	Iteration 27Q: 3 clusters Score -157210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157216.812500 Penalty: 3611.908447
	Iteration 28Q: 3 clusters Score -157216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157222.515625 Penalty: 3611.908447
	Iteration 29Q: 3 clusters Score -157222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157225.687500 Penalty: 3611.908447
	Iteration 30Q: 3 clusters Score -157225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157228.359375 Penalty: 3611.908447
	Iteration 31Q: 3 clusters Score -157228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157228.359375 Penalty: 3611.908447
	Iteration 32F: 3 clusters Score -157228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Entering Unmasked Estep 
Score: -3062985.500000 Penalty: 2518.657959
	Iteration 0F: 2 clusters Score -3062986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3045366.000000 Penalty: 5037.315918
	Iteration 0F: 3 clusters Score -3045366 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3051710.000000 Penalty: 5037.315918
	Iteration 1F: 3 clusters Score -3051710 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3052718.000000 Penalty: 5037.315918
	Iteration 2F: 3 clusters Score -3052718 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3053925.500000 Penalty: 5037.315918
	Iteration 3F: 3 clusters Score -3053926 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3055462.500000 Penalty: 5037.315918
	Iteration 4F: 3 clusters Score -3055462 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3057053.250000 Penalty: 5037.315918
	Iteration 5F: 3 clusters Score -3057053 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3058374.500000 Penalty: 5037.315918
	Iteration 6F: 3 clusters Score -3058374 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3059374.500000 Penalty: 5037.315918
	Iteration 7Q: 3 clusters Score -3059374 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3060226.750000 Penalty: 5037.315918
	Iteration 8Q: 3 clusters Score -3060227 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3060872.000000 Penalty: 5037.315918
	Iteration 9Q: 3 clusters Score -3060872 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3061260.000000 Penalty: 5037.315918
	Iteration 10Q: 3 clusters Score -3061260 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3061552.500000 Penalty: 5037.315918
	Iteration 11Q: 3 clusters Score -3061552 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3061791.750000 Penalty: 5037.315918
	Iteration 12Q: 3 clusters Score -3061792 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3061967.500000 Penalty: 5037.315918
	Iteration 13Q: 3 clusters Score -3061968 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3062106.750000 Penalty: 5037.315918
	Iteration 14Q: 3 clusters Score -3062107 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3062171.000000 Penalty: 5037.315918
	Iteration 15Q: 3 clusters Score -3062171 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3062216.000000 Penalty: 5037.315918
	Iteration 16Q: 3 clusters Score -3062216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3062245.250000 Penalty: 5037.315918
	Iteration 17Q: 3 clusters Score -3062245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3062246.250000 Penalty: 5037.315918
	Iteration 18Q: 3 clusters Score -3062246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3062245.000000 Penalty: 5037.315918
	Iteration 19Q: 3 clusters Score -3062245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3062251.750000 Penalty: 5037.315918
	Iteration 20F: 3 clusters Score -3062252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3062262.500000 Penalty: 5037.315918
	Iteration 21Q: 3 clusters Score -3062262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3062262.250000 Penalty: 5037.315918
	Iteration 22Q: 3 clusters Score -3062262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3062260.250000 Penalty: 5037.315918
	Iteration 23Q: 3 clusters Score -3062260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3062265.000000 Penalty: 5037.315918
	Iteration 24Q: 3 clusters Score -3062265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3062264.750000 Penalty: 5037.315918
	Iteration 25Q: 3 clusters Score -3062265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3062265.250000 Penalty: 5037.315918
	Iteration 26Q: 3 clusters Score -3062265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3062269.250000 Penalty: 5037.315918
	Iteration 27Q: 3 clusters Score -3062269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3062267.500000 Penalty: 5037.315918
	Iteration 28Q: 3 clusters Score -3062268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3062273.250000 Penalty: 5037.315918
	Iteration 29Q: 3 clusters Score -3062273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3062274.500000 Penalty: 5037.315918
	Iteration 30Q: 3 clusters Score -3062274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3062273.250000 Penalty: 5037.315918
	Iteration 31Q: 3 clusters Score -3062273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3062273.750000 Penalty: 5037.315918
	Iteration 32Q: 3 clusters Score -3062274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3062277.250000 Penalty: 5037.315918
	Iteration 33Q: 3 clusters Score -3062277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3062278.500000 Penalty: 5037.315918
	Iteration 34Q: 3 clusters Score -3062278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3062278.500000 Penalty: 5037.315918
	Iteration 35F: 3 clusters Score -3062278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (182932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Entering Unmasked Estep 
Score: -22787266.000000 Penalty: 3004.983643
	Iteration 0F: 2 clusters Score -2.278727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -22669568.000000 Penalty: 6009.967285
	Iteration 0F: 3 clusters Score -2.266957e+07 nChanged 87989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -22720766.000000 Penalty: 6009.967285
	Iteration 1F: 3 clusters Score -2.272077e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -22722110.000000 Penalty: 6009.967285
	Iteration 2Q: 3 clusters Score -2.272211e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -22724254.000000 Penalty: 6009.967285
	Iteration 3Q: 3 clusters Score -2.272425e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -22727678.000000 Penalty: 6009.967285
	Iteration 4Q: 3 clusters Score -2.272768e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -22733512.000000 Penalty: 6009.967285
	Iteration 5F: 3 clusters Score -2.273351e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -22741840.000000 Penalty: 6009.967285
	Iteration 6F: 3 clusters Score -2.274184e+07 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 137441 members 
Entering Unmasked Estep 
Score: -22751902.000000 Penalty: 6009.967285
	Iteration 7F: 3 clusters Score -2.27519e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 148353 members 
Entering Unmasked Estep 
Score: -22762140.000000 Penalty: 6009.967285
	Iteration 8F: 3 clusters Score -2.276214e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 157524 members 
Entering Unmasked Estep 
Score: -22770252.000000 Penalty: 6009.967285
	Iteration 9F: 3 clusters Score -2.277025e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -22775998.000000 Penalty: 6009.967285
	Iteration 10Q: 3 clusters Score -2.2776e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 168983 members 
Entering Unmasked Estep 
Score: -22779338.000000 Penalty: 6009.967285
	Iteration 11Q: 3 clusters Score -2.277934e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 172690 members 
Entering Unmasked Estep 
Score: -22781428.000000 Penalty: 6009.967285
	Iteration 12Q: 3 clusters Score -2.278143e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -22782818.000000 Penalty: 6009.967285
	Iteration 13Q: 3 clusters Score -2.278282e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -22783776.000000 Penalty: 6009.967285
	Iteration 14Q: 3 clusters Score -2.278378e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 178161 members 
Entering Unmasked Estep 
Score: -22784340.000000 Penalty: 6009.967285
	Iteration 15Q: 3 clusters Score -2.278434e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 178905 members 
Entering Unmasked Estep 
Score: -22784594.000000 Penalty: 6009.967285
	Iteration 16Q: 3 clusters Score -2.278459e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 179400 members 
Entering Unmasked Estep 
Score: -22784748.000000 Penalty: 6009.967285
	Iteration 17Q: 3 clusters Score -2.278475e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 179751 members 
Entering Unmasked Estep 
Score: -22784828.000000 Penalty: 6009.967285
	Iteration 18Q: 3 clusters Score -2.278483e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 180040 members 
Entering Unmasked Estep 
Score: -22784990.000000 Penalty: 6009.967285
	Iteration 19Q: 3 clusters Score -2.278499e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 180258 members 
Entering Unmasked Estep 
Score: -22784994.000000 Penalty: 6009.967285
	Iteration 20F: 3 clusters Score -2.278499e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 180441 members 
Entering Unmasked Estep 
Score: -22785070.000000 Penalty: 6009.967285
	Iteration 21Q: 3 clusters Score -2.278507e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 180587 members 
Entering Unmasked Estep 
Score: -22785104.000000 Penalty: 6009.967285
	Iteration 22Q: 3 clusters Score -2.27851e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 180700 members 
Entering Unmasked Estep 
Score: -22785104.000000 Penalty: 6009.967285
	Iteration 23Q: 3 clusters Score -2.27851e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 180799 members 
Entering Unmasked Estep 
Score: -22785114.000000 Penalty: 6009.967285
	Iteration 24Q: 3 clusters Score -2.278511e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -22785160.000000 Penalty: 6009.967285
	Iteration 25Q: 3 clusters Score -2.278516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -22785148.000000 Penalty: 6009.967285
	Iteration 26Q: 3 clusters Score -2.278515e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 180996 members 
Entering Unmasked Estep 
Score: -22785132.000000 Penalty: 6009.967285
	Iteration 27Q: 3 clusters Score -2.278513e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -22785182.000000 Penalty: 6009.967285
	Iteration 28Q: 3 clusters Score -2.278518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 181084 members 
Entering Unmasked Estep 
Score: -22785190.000000 Penalty: 6009.967285
	Iteration 29Q: 3 clusters Score -2.278519e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 181126 members 
Entering Unmasked Estep 
Score: -22785166.000000 Penalty: 6009.967285
	Iteration 30Q: 3 clusters Score -2.278517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 181157 members 
Entering Unmasked Estep 
Score: -22785172.000000 Penalty: 6009.967285
	Iteration 31Q: 3 clusters Score -2.278517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 181198 members 
Entering Unmasked Estep 
Score: -22785144.000000 Penalty: 6009.967285
	Iteration 32Q: 3 clusters Score -2.278514e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 181229 members 
Entering Unmasked Estep 
Score: -22785096.000000 Penalty: 6009.967285
	Iteration 33Q: 3 clusters Score -2.27851e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 181264 members 
Entering Unmasked Estep 
Score: -22785094.000000 Penalty: 6009.967285
	Iteration 34Q: 3 clusters Score -2.278509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 181301 members 
Entering Unmasked Estep 
Score: -22785082.000000 Penalty: 6009.967285
	Iteration 35Q: 3 clusters Score -2.278508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 181326 members 
Entering Unmasked Estep 
Score: -22785100.000000 Penalty: 6009.967285
	Iteration 36Q: 3 clusters Score -2.27851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 181342 members 
Entering Unmasked Estep 
Score: -22785096.000000 Penalty: 6009.967285
	Iteration 37Q: 3 clusters Score -2.27851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 181348 members 
Entering Unmasked Estep 
Score: -22785094.000000 Penalty: 6009.967285
	Iteration 38Q: 3 clusters Score -2.278509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 181354 members 
Entering Unmasked Estep 
Score: -22785082.000000 Penalty: 6009.967285
	Iteration 39Q: 3 clusters Score -2.278508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 181365 members 
Entering Unmasked Estep 
Score: -22785090.000000 Penalty: 6009.967285
	Iteration 40F: 3 clusters Score -2.278509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 181374 members 
Entering Unmasked Estep 
Score: -22785104.000000 Penalty: 6009.967285
	Iteration 41Q: 3 clusters Score -2.27851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 181381 members 
Entering Unmasked Estep 
Score: -22785104.000000 Penalty: 6009.967285
	Iteration 42Q: 3 clusters Score -2.27851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 181385 members 
Entering Unmasked Estep 
Score: -22785102.000000 Penalty: 6009.967285
	Iteration 43Q: 3 clusters Score -2.27851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 181392 members 
Entering Unmasked Estep 
Score: -22785120.000000 Penalty: 6009.967285
	Iteration 44Q: 3 clusters Score -2.278512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 181396 members 
Entering Unmasked Estep 
Score: -22785120.000000 Penalty: 6009.967285
	Iteration 45Q: 3 clusters Score -2.278512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 181399 members 
Entering Unmasked Estep 
Score: -22785096.000000 Penalty: 6009.967285
	Iteration 46Q: 3 clusters Score -2.27851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 181404 members 
Entering Unmasked Estep 
Score: -22785100.000000 Penalty: 6009.967285
	Iteration 47Q: 3 clusters Score -2.27851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 181409 members 
Entering Unmasked Estep 
Score: -22785102.000000 Penalty: 6009.967285
	Iteration 48Q: 3 clusters Score -2.27851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 181418 members 
Entering Unmasked Estep 
Score: -22785140.000000 Penalty: 6009.967285
	Iteration 49Q: 3 clusters Score -2.278514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 181423 members 
Entering Unmasked Estep 
Score: -22785122.000000 Penalty: 6009.967285
	Iteration 50Q: 3 clusters Score -2.278512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 181429 members 
Entering Unmasked Estep 
Score: -22785134.000000 Penalty: 6009.967285
	Iteration 51Q: 3 clusters Score -2.278513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 181436 members 
Entering Unmasked Estep 
Score: -22785140.000000 Penalty: 6009.967285
	Iteration 52Q: 3 clusters Score -2.278514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 181443 members 
Entering Unmasked Estep 
Score: -22785132.000000 Penalty: 6009.967285
	Iteration 53Q: 3 clusters Score -2.278513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 181445 members 
Entering Unmasked Estep 
Score: -22785136.000000 Penalty: 6009.967285
	Iteration 54Q: 3 clusters Score -2.278514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 181450 members 
Entering Unmasked Estep 
Score: -22785130.000000 Penalty: 6009.967285
	Iteration 55Q: 3 clusters Score -2.278513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -22785134.000000 Penalty: 6009.967285
	Iteration 56Q: 3 clusters Score -2.278513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 181459 members 
Entering Unmasked Estep 
Score: -22785126.000000 Penalty: 6009.967285
	Iteration 57Q: 3 clusters Score -2.278513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 181465 members 
Entering Unmasked Estep 
Score: -22785160.000000 Penalty: 6009.967285
	Iteration 58Q: 3 clusters Score -2.278516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 181470 members 
Entering Unmasked Estep 
Score: -22785160.000000 Penalty: 6009.967285
	Iteration 59Q: 3 clusters Score -2.278516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 181477 members 
Entering Unmasked Estep 
Score: -22785158.000000 Penalty: 6009.967285
	Iteration 60F: 3 clusters Score -2.278516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 181478 members 
Entering Unmasked Estep 
Score: -22785162.000000 Penalty: 6009.967285
	Iteration 61Q: 3 clusters Score -2.278516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 181481 members 
Entering Unmasked Estep 
Score: -22785172.000000 Penalty: 6009.967285
	Iteration 62Q: 3 clusters Score -2.278517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -22785168.000000 Penalty: 6009.967285
	Iteration 63Q: 3 clusters Score -2.278517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 181484 members 
Entering Unmasked Estep 
Score: -22785154.000000 Penalty: 6009.967285
	Iteration 64Q: 3 clusters Score -2.278515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 181485 members 
Entering Unmasked Estep 
Score: -22785150.000000 Penalty: 6009.967285
	Iteration 65Q: 3 clusters Score -2.278515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 181487 members 
Entering Unmasked Estep 
Score: -22785170.000000 Penalty: 6009.967285
	Iteration 66Q: 3 clusters Score -2.278517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 181490 members 
Entering Unmasked Estep 
Score: -22785172.000000 Penalty: 6009.967285
	Iteration 67Q: 3 clusters Score -2.278517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 181495 members 
Entering Unmasked Estep 
Score: -22785172.000000 Penalty: 6009.967285
	Iteration 68Q: 3 clusters Score -2.278517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 181496 members 
Entering Unmasked Estep 
Score: -22785176.000000 Penalty: 6009.967285
	Iteration 69Q: 3 clusters Score -2.278518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 181498 members 
Entering Unmasked Estep 
Score: -22785160.000000 Penalty: 6009.967285
	Iteration 70Q: 3 clusters Score -2.278516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 181502 members 
Entering Unmasked Estep 
Score: -22785164.000000 Penalty: 6009.967285
	Iteration 71Q: 3 clusters Score -2.278516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 181507 members 
Entering Unmasked Estep 
Score: -22785168.000000 Penalty: 6009.967285
	Iteration 72Q: 3 clusters Score -2.278517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 181508 members 
Entering Unmasked Estep 
Score: -22785170.000000 Penalty: 6009.967285
	Iteration 73Q: 3 clusters Score -2.278517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -22785170.000000 Penalty: 6009.967285
	Iteration 74Q: 3 clusters Score -2.278517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 181515 members 
Entering Unmasked Estep 
Score: -22785174.000000 Penalty: 6009.967285
	Iteration 75Q: 3 clusters Score -2.278517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 181520 members 
Entering Unmasked Estep 
Score: -22785178.000000 Penalty: 6009.967285
	Iteration 76Q: 3 clusters Score -2.278518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 181528 members 
Entering Unmasked Estep 
Score: -22785154.000000 Penalty: 6009.967285
	Iteration 77Q: 3 clusters Score -2.278515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 181533 members 
Entering Unmasked Estep 
Score: -22785166.000000 Penalty: 6009.967285
	Iteration 78Q: 3 clusters Score -2.278517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 181536 members 
Entering Unmasked Estep 
Score: -22785160.000000 Penalty: 6009.967285
	Iteration 79Q: 3 clusters Score -2.278516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 181539 members 
Entering Unmasked Estep 
Score: -22785174.000000 Penalty: 6009.967285
	Iteration 80F: 3 clusters Score -2.278517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -22785146.000000 Penalty: 6009.967285
	Iteration 81Q: 3 clusters Score -2.278515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 181545 members 
Entering Unmasked Estep 
Score: -22785166.000000 Penalty: 6009.967285
	Iteration 82Q: 3 clusters Score -2.278517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 181546 members 
Entering Unmasked Estep 
Score: -22785168.000000 Penalty: 6009.967285
	Iteration 83Q: 3 clusters Score -2.278517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 181550 members 
Entering Unmasked Estep 
Score: -22785170.000000 Penalty: 6009.967285
	Iteration 84Q: 3 clusters Score -2.278517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -22785168.000000 Penalty: 6009.967285
	Iteration 85Q: 3 clusters Score -2.278517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 181561 members 
Entering Unmasked Estep 
Score: -22785152.000000 Penalty: 6009.967285
	Iteration 86Q: 3 clusters Score -2.278515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 181563 members 
Entering Unmasked Estep 
Score: -22785164.000000 Penalty: 6009.967285
	Iteration 87Q: 3 clusters Score -2.278516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 181567 members 
Entering Unmasked Estep 
Score: -22785148.000000 Penalty: 6009.967285
	Iteration 88Q: 3 clusters Score -2.278515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 181571 members 
Entering Unmasked Estep 
Score: -22785146.000000 Penalty: 6009.967285
	Iteration 89Q: 3 clusters Score -2.278515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 181571 members 
Entering Unmasked Estep 
Score: -22785152.000000 Penalty: 6009.967285
	Iteration 90Q: 3 clusters Score -2.278515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 181572 members 
Entering Unmasked Estep 
Score: -22785166.000000 Penalty: 6009.967285
	Iteration 91Q: 3 clusters Score -2.278517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 181572 members 
Entering Unmasked Estep 
Score: -22785158.000000 Penalty: 6009.967285
	Iteration 92Q: 3 clusters Score -2.278516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 181572 members 
Entering Unmasked Estep 
Score: -22785154.000000 Penalty: 6009.967285
	Iteration 93Q: 3 clusters Score -2.278515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 181573 members 
Entering Unmasked Estep 
Score: -22785146.000000 Penalty: 6009.967285
	Iteration 94Q: 3 clusters Score -2.278515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -22785146.000000 Penalty: 6009.967285
	Iteration 95Q: 3 clusters Score -2.278515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 181575 members 
Entering Unmasked Estep 
Score: -22785144.000000 Penalty: 6009.967285
	Iteration 96Q: 3 clusters Score -2.278514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 181579 members 
Entering Unmasked Estep 
Score: -22785140.000000 Penalty: 6009.967285
	Iteration 97Q: 3 clusters Score -2.278514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 181580 members 
Entering Unmasked Estep 
Score: -22785150.000000 Penalty: 6009.967285
	Iteration 98Q: 3 clusters Score -2.278515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 181581 members 
Entering Unmasked Estep 
Score: -22785142.000000 Penalty: 6009.967285
	Iteration 99Q: 3 clusters Score -2.278514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 181582 members 
Entering Unmasked Estep 
Score: -22785142.000000 Penalty: 6009.967285
	Iteration 100F: 3 clusters Score -2.278514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Entering Unmasked Estep 
Score: -2632180.500000 Penalty: 2473.342041
	Iteration 0F: 2 clusters Score -2632180 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 10694 members 
Entering Unmasked Estep 
Score: -2617151.750000 Penalty: 4946.684082
	Iteration 0F: 3 clusters Score -2617152 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2622406.500000 Penalty: 4946.684082
	Iteration 1F: 3 clusters Score -2622406 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2622955.500000 Penalty: 4946.684082
	Iteration 2F: 3 clusters Score -2622956 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2623448.750000 Penalty: 4946.684082
	Iteration 3F: 3 clusters Score -2623449 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2623917.750000 Penalty: 4946.684082
	Iteration 4Q: 3 clusters Score -2623918 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2624413.750000 Penalty: 4946.684082
	Iteration 5Q: 3 clusters Score -2624414 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2624864.750000 Penalty: 4946.684082
	Iteration 6Q: 3 clusters Score -2624865 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2625277.250000 Penalty: 4946.684082
	Iteration 7Q: 3 clusters Score -2625277 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2625645.500000 Penalty: 4946.684082
	Iteration 8Q: 3 clusters Score -2625646 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2625989.250000 Penalty: 4946.684082
	Iteration 9Q: 3 clusters Score -2625989 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2626310.000000 Penalty: 4946.684082
	Iteration 10Q: 3 clusters Score -2626310 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2626659.750000 Penalty: 4946.684082
	Iteration 11Q: 3 clusters Score -2626660 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2627011.250000 Penalty: 4946.684082
	Iteration 12Q: 3 clusters Score -2627011 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2627399.500000 Penalty: 4946.684082
	Iteration 13Q: 3 clusters Score -2627400 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2627776.250000 Penalty: 4946.684082
	Iteration 14Q: 3 clusters Score -2627776 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2628139.000000 Penalty: 4946.684082
	Iteration 15Q: 3 clusters Score -2628139 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2628547.750000 Penalty: 4946.684082
	Iteration 16Q: 3 clusters Score -2628548 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2628961.500000 Penalty: 4946.684082
	Iteration 17Q: 3 clusters Score -2628962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2629252.750000 Penalty: 4946.684082
	Iteration 18Q: 3 clusters Score -2629253 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2629455.750000 Penalty: 4946.684082
	Iteration 19Q: 3 clusters Score -2629456 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2629611.250000 Penalty: 4946.684082
	Iteration 20F: 3 clusters Score -2629611 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2629731.750000 Penalty: 4946.684082
	Iteration 21Q: 3 clusters Score -2629732 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2629795.500000 Penalty: 4946.684082
	Iteration 22Q: 3 clusters Score -2629796 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2629851.750000 Penalty: 4946.684082
	Iteration 23Q: 3 clusters Score -2629852 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2629917.250000 Penalty: 4946.684082
	Iteration 24Q: 3 clusters Score -2629917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2629961.000000 Penalty: 4946.684082
	Iteration 25Q: 3 clusters Score -2629961 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2630017.500000 Penalty: 4946.684082
	Iteration 26Q: 3 clusters Score -2630018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2630059.500000 Penalty: 4946.684082
	Iteration 27Q: 3 clusters Score -2630060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2630106.750000 Penalty: 4946.684082
	Iteration 28Q: 3 clusters Score -2630107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2630141.750000 Penalty: 4946.684082
	Iteration 29Q: 3 clusters Score -2630142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2630175.750000 Penalty: 4946.684082
	Iteration 30Q: 3 clusters Score -2630176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2630209.250000 Penalty: 4946.684082
	Iteration 31Q: 3 clusters Score -2630209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2630234.250000 Penalty: 4946.684082
	Iteration 32Q: 3 clusters Score -2630234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2630247.500000 Penalty: 4946.684082
	Iteration 33Q: 3 clusters Score -2630248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2630265.750000 Penalty: 4946.684082
	Iteration 34Q: 3 clusters Score -2630266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2630280.000000 Penalty: 4946.684082
	Iteration 35Q: 3 clusters Score -2630280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2630287.750000 Penalty: 4946.684082
	Iteration 36Q: 3 clusters Score -2630288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2630297.750000 Penalty: 4946.684082
	Iteration 37Q: 3 clusters Score -2630298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2630305.250000 Penalty: 4946.684082
	Iteration 38Q: 3 clusters Score -2630305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2630313.750000 Penalty: 4946.684082
	Iteration 39Q: 3 clusters Score -2630314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2630310.000000 Penalty: 4946.684082
	Iteration 40F: 3 clusters Score -2630310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2630315.750000 Penalty: 4946.684082
	Iteration 41Q: 3 clusters Score -2630316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2630318.750000 Penalty: 4946.684082
	Iteration 42Q: 3 clusters Score -2630319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2630322.250000 Penalty: 4946.684082
	Iteration 43Q: 3 clusters Score -2630322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2630321.250000 Penalty: 4946.684082
	Iteration 44Q: 3 clusters Score -2630321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2630322.000000 Penalty: 4946.684082
	Iteration 45Q: 3 clusters Score -2630322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2630322.000000 Penalty: 4946.684082
	Iteration 46F: 3 clusters Score -2630322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Entering Unmasked Estep 
Score: -3511462.000000 Penalty: 2544.403564
	Iteration 0F: 2 clusters Score -3511462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3491791.000000 Penalty: 5088.807129
	Iteration 0F: 3 clusters Score -3491791 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3498821.500000 Penalty: 5088.807129
	Iteration 1F: 3 clusters Score -3498822 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3499343.750000 Penalty: 5088.807129
	Iteration 2Q: 3 clusters Score -3499344 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3499951.250000 Penalty: 5088.807129
	Iteration 3Q: 3 clusters Score -3499951 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3500709.500000 Penalty: 5088.807129
	Iteration 4F: 3 clusters Score -3500710 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3501826.250000 Penalty: 5088.807129
	Iteration 5F: 3 clusters Score -3501826 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3503448.500000 Penalty: 5088.807129
	Iteration 6F: 3 clusters Score -3503448 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3505301.000000 Penalty: 5088.807129
	Iteration 7F: 3 clusters Score -3505301 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3507023.250000 Penalty: 5088.807129
	Iteration 8F: 3 clusters Score -3507023 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3508109.500000 Penalty: 5088.807129
	Iteration 9Q: 3 clusters Score -3508110 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3508665.000000 Penalty: 5088.807129
	Iteration 10Q: 3 clusters Score -3508665 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -3508938.000000 Penalty: 5088.807129
	Iteration 11Q: 3 clusters Score -3508938 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3509087.000000 Penalty: 5088.807129
	Iteration 12Q: 3 clusters Score -3509087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3509155.250000 Penalty: 5088.807129
	Iteration 13Q: 3 clusters Score -3509155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3509185.750000 Penalty: 5088.807129
	Iteration 14Q: 3 clusters Score -3509186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3509204.500000 Penalty: 5088.807129
	Iteration 15Q: 3 clusters Score -3509204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3509220.750000 Penalty: 5088.807129
	Iteration 16Q: 3 clusters Score -3509221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3509225.750000 Penalty: 5088.807129
	Iteration 17Q: 3 clusters Score -3509226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3509228.750000 Penalty: 5088.807129
	Iteration 18Q: 3 clusters Score -3509229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3509234.000000 Penalty: 5088.807129
	Iteration 19Q: 3 clusters Score -3509234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3509232.750000 Penalty: 5088.807129
	Iteration 20F: 3 clusters Score -3509233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3509239.000000 Penalty: 5088.807129
	Iteration 21Q: 3 clusters Score -3509239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3509237.500000 Penalty: 5088.807129
	Iteration 22Q: 3 clusters Score -3509238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3509237.500000 Penalty: 5088.807129
	Iteration 23F: 3 clusters Score -3509238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -760181.437500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -760181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -754700.812500 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -754700.8 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -756140.687500 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -756140.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -756464.875000 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -756464.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -756657.125000 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -756657.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -756827.625000 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -756827.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -756980.437500 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -756980.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -757129.187500 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -757129.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -757308.250000 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -757308.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -757499.625000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -757499.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -757677.625000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -757677.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -757838.750000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -757838.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -758005.875000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -758005.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -758155.062500 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -758155.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -758287.187500 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -758287.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -758374.812500 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -758374.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -758437.562500 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -758437.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -758482.875000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -758482.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -758519.625000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -758519.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -758554.500000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -758554.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -758576.562500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -758576.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -758593.875000 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -758593.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -758606.062500 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -758606.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -758619.750000 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -758619.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -758634.000000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -758634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -758642.875000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -758642.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -758657.625000 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -758657.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -758666.812500 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -758666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -758679.125000 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -758679.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -758691.687500 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -758691.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -758701.125000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -758701.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -758712.812500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -758712.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -758720.437500 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -758720.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -758729.125000 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -758729.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -758736.625000 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -758736.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -758742.062500 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -758742.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -758746.625000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -758746.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -758754.375000 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -758754.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -758760.375000 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -758760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -758764.875000 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -758764.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -758770.437500 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -758770.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -758772.187500 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -758772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -758781.750000 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -758781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -758787.812500 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -758787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -758792.937500 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -758792.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -758797.812500 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -758797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -758798.437500 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -758798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -758806.312500 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -758806.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -758815.062500 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -758815.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -758824.062500 Penalty: 4353.437988
	Iteration 48Q: 3 clusters Score -758824.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -758829.875000 Penalty: 4353.437988
	Iteration 49Q: 3 clusters Score -758829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -758833.812500 Penalty: 4353.437988
	Iteration 50Q: 3 clusters Score -758833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -758838.500000 Penalty: 4353.437988
	Iteration 51Q: 3 clusters Score -758838.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -758845.562500 Penalty: 4353.437988
	Iteration 52Q: 3 clusters Score -758845.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -758852.937500 Penalty: 4353.437988
	Iteration 53Q: 3 clusters Score -758852.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -758861.562500 Penalty: 4353.437988
	Iteration 54Q: 3 clusters Score -758861.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -758874.312500 Penalty: 4353.437988
	Iteration 55Q: 3 clusters Score -758874.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -758881.062500 Penalty: 4353.437988
	Iteration 56Q: 3 clusters Score -758881.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -758889.687500 Penalty: 4353.437988
	Iteration 57Q: 3 clusters Score -758889.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -758898.687500 Penalty: 4353.437988
	Iteration 58Q: 3 clusters Score -758898.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -758911.937500 Penalty: 4353.437988
	Iteration 59Q: 3 clusters Score -758911.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -758926.062500 Penalty: 4353.437988
	Iteration 60F: 3 clusters Score -758926.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -758934.437500 Penalty: 4353.437988
	Iteration 61Q: 3 clusters Score -758934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -758937.875000 Penalty: 4353.437988
	Iteration 62Q: 3 clusters Score -758937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -758944.812500 Penalty: 4353.437988
	Iteration 63Q: 3 clusters Score -758944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -758949.812500 Penalty: 4353.437988
	Iteration 64Q: 3 clusters Score -758949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -758952.750000 Penalty: 4353.437988
	Iteration 65Q: 3 clusters Score -758952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -758954.125000 Penalty: 4353.437988
	Iteration 66Q: 3 clusters Score -758954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -758957.187500 Penalty: 4353.437988
	Iteration 67Q: 3 clusters Score -758957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -758964.312500 Penalty: 4353.437988
	Iteration 68Q: 3 clusters Score -758964.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -758968.875000 Penalty: 4353.437988
	Iteration 69Q: 3 clusters Score -758968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -758973.625000 Penalty: 4353.437988
	Iteration 70Q: 3 clusters Score -758973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -758978.062500 Penalty: 4353.437988
	Iteration 71Q: 3 clusters Score -758978.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -758984.250000 Penalty: 4353.437988
	Iteration 72Q: 3 clusters Score -758984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -758988.625000 Penalty: 4353.437988
	Iteration 73Q: 3 clusters Score -758988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -758992.687500 Penalty: 4353.437988
	Iteration 74Q: 3 clusters Score -758992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -758996.000000 Penalty: 4353.437988
	Iteration 75Q: 3 clusters Score -758996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -759000.375000 Penalty: 4353.437988
	Iteration 76Q: 3 clusters Score -759000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -759003.000000 Penalty: 4353.437988
	Iteration 77Q: 3 clusters Score -759003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -759006.625000 Penalty: 4353.437988
	Iteration 78Q: 3 clusters Score -759006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -759009.187500 Penalty: 4353.437988
	Iteration 79Q: 3 clusters Score -759009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -759012.625000 Penalty: 4353.437988
	Iteration 80F: 3 clusters Score -759012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -759011.625000 Penalty: 4353.437988
	Iteration 81Q: 3 clusters Score -759011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -759011.625000 Penalty: 4353.437988
	Iteration 82F: 3 clusters Score -759011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Entering Unmasked Estep 
Score: -3707902.750000 Penalty: 2562.340332
	Iteration 0F: 2 clusters Score -3707903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3686761.000000 Penalty: 5124.680664
	Iteration 0F: 3 clusters Score -3686761 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3694469.750000 Penalty: 5124.680664
	Iteration 1F: 3 clusters Score -3694470 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3695248.500000 Penalty: 5124.680664
	Iteration 2F: 3 clusters Score -3695248 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3696313.750000 Penalty: 5124.680664
	Iteration 3F: 3 clusters Score -3696314 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3697642.250000 Penalty: 5124.680664
	Iteration 4F: 3 clusters Score -3697642 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3699206.500000 Penalty: 5124.680664
	Iteration 5F: 3 clusters Score -3699206 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3700812.750000 Penalty: 5124.680664
	Iteration 6F: 3 clusters Score -3700813 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3702321.500000 Penalty: 5124.680664
	Iteration 7F: 3 clusters Score -3702322 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3703567.750000 Penalty: 5124.680664
	Iteration 8F: 3 clusters Score -3703568 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3704537.500000 Penalty: 5124.680664
	Iteration 9Q: 3 clusters Score -3704538 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3705203.500000 Penalty: 5124.680664
	Iteration 10Q: 3 clusters Score -3705204 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3705555.250000 Penalty: 5124.680664
	Iteration 11Q: 3 clusters Score -3705555 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3705811.500000 Penalty: 5124.680664
	Iteration 12Q: 3 clusters Score -3705812 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3705969.000000 Penalty: 5124.680664
	Iteration 13Q: 3 clusters Score -3705969 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3706093.250000 Penalty: 5124.680664
	Iteration 14Q: 3 clusters Score -3706093 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3706170.500000 Penalty: 5124.680664
	Iteration 15Q: 3 clusters Score -3706170 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3706248.750000 Penalty: 5124.680664
	Iteration 16Q: 3 clusters Score -3706249 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3706339.000000 Penalty: 5124.680664
	Iteration 17Q: 3 clusters Score -3706339 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3706427.250000 Penalty: 5124.680664
	Iteration 18Q: 3 clusters Score -3706427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3706522.500000 Penalty: 5124.680664
	Iteration 19Q: 3 clusters Score -3706522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3706591.500000 Penalty: 5124.680664
	Iteration 20F: 3 clusters Score -3706592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3706679.250000 Penalty: 5124.680664
	Iteration 21Q: 3 clusters Score -3706679 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3706762.750000 Penalty: 5124.680664
	Iteration 22Q: 3 clusters Score -3706763 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3706857.250000 Penalty: 5124.680664
	Iteration 23Q: 3 clusters Score -3706857 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3706941.750000 Penalty: 5124.680664
	Iteration 24Q: 3 clusters Score -3706942 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3706996.250000 Penalty: 5124.680664
	Iteration 25Q: 3 clusters Score -3706996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3707065.000000 Penalty: 5124.680664
	Iteration 26Q: 3 clusters Score -3707065 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3707136.250000 Penalty: 5124.680664
	Iteration 27Q: 3 clusters Score -3707136 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3707201.250000 Penalty: 5124.680664
	Iteration 28Q: 3 clusters Score -3707201 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3707239.250000 Penalty: 5124.680664
	Iteration 29Q: 3 clusters Score -3707239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3707286.250000 Penalty: 5124.680664
	Iteration 30Q: 3 clusters Score -3707286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3707350.250000 Penalty: 5124.680664
	Iteration 31Q: 3 clusters Score -3707350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3707387.250000 Penalty: 5124.680664
	Iteration 32Q: 3 clusters Score -3707387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3707411.000000 Penalty: 5124.680664
	Iteration 33Q: 3 clusters Score -3707411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3707463.500000 Penalty: 5124.680664
	Iteration 34Q: 3 clusters Score -3707464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3707492.250000 Penalty: 5124.680664
	Iteration 35Q: 3 clusters Score -3707492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3707504.750000 Penalty: 5124.680664
	Iteration 36Q: 3 clusters Score -3707505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3707525.500000 Penalty: 5124.680664
	Iteration 37Q: 3 clusters Score -3707526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3707541.500000 Penalty: 5124.680664
	Iteration 38Q: 3 clusters Score -3707542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3707545.500000 Penalty: 5124.680664
	Iteration 39Q: 3 clusters Score -3707546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3707548.250000 Penalty: 5124.680664
	Iteration 40F: 3 clusters Score -3707548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -3707572.750000 Penalty: 5124.680664
	Iteration 41Q: 3 clusters Score -3707573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3707580.750000 Penalty: 5124.680664
	Iteration 42Q: 3 clusters Score -3707581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3707593.500000 Penalty: 5124.680664
	Iteration 43Q: 3 clusters Score -3707594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3707600.750000 Penalty: 5124.680664
	Iteration 44Q: 3 clusters Score -3707601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3707607.750000 Penalty: 5124.680664
	Iteration 45Q: 3 clusters Score -3707608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3707604.500000 Penalty: 5124.680664
	Iteration 46Q: 3 clusters Score -3707604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3707608.750000 Penalty: 5124.680664
	Iteration 47Q: 3 clusters Score -3707609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3707610.500000 Penalty: 5124.680664
	Iteration 48Q: 3 clusters Score -3707610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3707608.500000 Penalty: 5124.680664
	Iteration 49Q: 3 clusters Score -3707608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3707611.250000 Penalty: 5124.680664
	Iteration 50Q: 3 clusters Score -3707611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3707613.250000 Penalty: 5124.680664
	Iteration 51Q: 3 clusters Score -3707613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3707616.500000 Penalty: 5124.680664
	Iteration 52Q: 3 clusters Score -3707616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3707620.750000 Penalty: 5124.680664
	Iteration 53Q: 3 clusters Score -3707621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3707624.250000 Penalty: 5124.680664
	Iteration 54Q: 3 clusters Score -3707624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3707621.250000 Penalty: 5124.680664
	Iteration 55Q: 3 clusters Score -3707621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3707621.250000 Penalty: 5124.680664
	Iteration 56F: 3 clusters Score -3707621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Entering Unmasked Estep 
Score: -4376283.500000 Penalty: 2607.252930
	Iteration 0F: 2 clusters Score -4376284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4351218.000000 Penalty: 5214.505859
	Iteration 0F: 3 clusters Score -4351218 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4360468.500000 Penalty: 5214.505859
	Iteration 1F: 3 clusters Score -4360468 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4361016.000000 Penalty: 5214.505859
	Iteration 2Q: 3 clusters Score -4361016 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4361566.000000 Penalty: 5214.505859
	Iteration 3Q: 3 clusters Score -4361566 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4362239.500000 Penalty: 5214.505859
	Iteration 4Q: 3 clusters Score -4362240 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4363260.000000 Penalty: 5214.505859
	Iteration 5F: 3 clusters Score -4363260 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4364720.000000 Penalty: 5214.505859
	Iteration 6F: 3 clusters Score -4364720 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4366777.500000 Penalty: 5214.505859
	Iteration 7F: 3 clusters Score -4366778 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4369170.500000 Penalty: 5214.505859
	Iteration 8F: 3 clusters Score -4369170 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -4371227.500000 Penalty: 5214.505859
	Iteration 9F: 3 clusters Score -4371228 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4372579.500000 Penalty: 5214.505859
	Iteration 10Q: 3 clusters Score -4372580 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4373325.500000 Penalty: 5214.505859
	Iteration 11Q: 3 clusters Score -4373326 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4373692.000000 Penalty: 5214.505859
	Iteration 12Q: 3 clusters Score -4373692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4373852.000000 Penalty: 5214.505859
	Iteration 13Q: 3 clusters Score -4373852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4373960.500000 Penalty: 5214.505859
	Iteration 14Q: 3 clusters Score -4373960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4373998.500000 Penalty: 5214.505859
	Iteration 15Q: 3 clusters Score -4373998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -4374025.000000 Penalty: 5214.505859
	Iteration 16Q: 3 clusters Score -4374025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4374048.000000 Penalty: 5214.505859
	Iteration 17Q: 3 clusters Score -4374048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4374059.500000 Penalty: 5214.505859
	Iteration 18Q: 3 clusters Score -4374060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4374071.000000 Penalty: 5214.505859
	Iteration 19Q: 3 clusters Score -4374071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -4374070.000000 Penalty: 5214.505859
	Iteration 20F: 3 clusters Score -4374070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -4374084.500000 Penalty: 5214.505859
	Iteration 21Q: 3 clusters Score -4374084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4374083.000000 Penalty: 5214.505859
	Iteration 22Q: 3 clusters Score -4374083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4374085.000000 Penalty: 5214.505859
	Iteration 23Q: 3 clusters Score -4374085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4374088.500000 Penalty: 5214.505859
	Iteration 24Q: 3 clusters Score -4374088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -4374092.000000 Penalty: 5214.505859
	Iteration 25Q: 3 clusters Score -4374092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4374091.500000 Penalty: 5214.505859
	Iteration 26Q: 3 clusters Score -4374092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4374091.000000 Penalty: 5214.505859
	Iteration 27Q: 3 clusters Score -4374091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4374091.000000 Penalty: 5214.505859
	Iteration 28F: 3 clusters Score -4374091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -993012.312500 Penalty: 2251.982178
	Iteration 0F: 2 clusters Score -993012.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -986031.375000 Penalty: 4503.964355
	Iteration 0F: 3 clusters Score -986031.4 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -988279.187500 Penalty: 4503.964355
	Iteration 1F: 3 clusters Score -988279.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -988789.062500 Penalty: 4503.964355
	Iteration 2F: 3 clusters Score -988789.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -989179.812500 Penalty: 4503.964355
	Iteration 3F: 3 clusters Score -989179.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -989511.875000 Penalty: 4503.964355
	Iteration 4F: 3 clusters Score -989511.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -989752.812500 Penalty: 4503.964355
	Iteration 5Q: 3 clusters Score -989752.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -989928.312500 Penalty: 4503.964355
	Iteration 6Q: 3 clusters Score -989928.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -990065.625000 Penalty: 4503.964355
	Iteration 7Q: 3 clusters Score -990065.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -990165.812500 Penalty: 4503.964355
	Iteration 8Q: 3 clusters Score -990165.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -990243.062500 Penalty: 4503.964355
	Iteration 9Q: 3 clusters Score -990243.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -990317.750000 Penalty: 4503.964355
	Iteration 10Q: 3 clusters Score -990317.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -990394.687500 Penalty: 4503.964355
	Iteration 11Q: 3 clusters Score -990394.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -990465.437500 Penalty: 4503.964355
	Iteration 12Q: 3 clusters Score -990465.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -990534.687500 Penalty: 4503.964355
	Iteration 13Q: 3 clusters Score -990534.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -990595.000000 Penalty: 4503.964355
	Iteration 14Q: 3 clusters Score -990595 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -990655.312500 Penalty: 4503.964355
	Iteration 15Q: 3 clusters Score -990655.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -990721.062500 Penalty: 4503.964355
	Iteration 16Q: 3 clusters Score -990721.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -990786.500000 Penalty: 4503.964355
	Iteration 17Q: 3 clusters Score -990786.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -990853.062500 Penalty: 4503.964355
	Iteration 18Q: 3 clusters Score -990853.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -990903.250000 Penalty: 4503.964355
	Iteration 19Q: 3 clusters Score -990903.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -990945.187500 Penalty: 4503.964355
	Iteration 20F: 3 clusters Score -990945.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -990990.812500 Penalty: 4503.964355
	Iteration 21Q: 3 clusters Score -990990.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -991039.875000 Penalty: 4503.964355
	Iteration 22Q: 3 clusters Score -991039.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -991094.562500 Penalty: 4503.964355
	Iteration 23Q: 3 clusters Score -991094.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -991148.625000 Penalty: 4503.964355
	Iteration 24Q: 3 clusters Score -991148.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -991198.562500 Penalty: 4503.964355
	Iteration 25Q: 3 clusters Score -991198.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -991243.187500 Penalty: 4503.964355
	Iteration 26Q: 3 clusters Score -991243.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -991292.750000 Penalty: 4503.964355
	Iteration 27Q: 3 clusters Score -991292.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -991345.625000 Penalty: 4503.964355
	Iteration 28Q: 3 clusters Score -991345.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -991392.562500 Penalty: 4503.964355
	Iteration 29Q: 3 clusters Score -991392.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -991425.812500 Penalty: 4503.964355
	Iteration 30Q: 3 clusters Score -991425.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -991447.750000 Penalty: 4503.964355
	Iteration 31Q: 3 clusters Score -991447.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -991474.625000 Penalty: 4503.964355
	Iteration 32Q: 3 clusters Score -991474.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -991500.125000 Penalty: 4503.964355
	Iteration 33Q: 3 clusters Score -991500.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -991519.187500 Penalty: 4503.964355
	Iteration 34Q: 3 clusters Score -991519.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -991539.687500 Penalty: 4503.964355
	Iteration 35Q: 3 clusters Score -991539.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -991558.250000 Penalty: 4503.964355
	Iteration 36Q: 3 clusters Score -991558.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -991576.250000 Penalty: 4503.964355
	Iteration 37Q: 3 clusters Score -991576.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -991591.750000 Penalty: 4503.964355
	Iteration 38Q: 3 clusters Score -991591.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -991604.375000 Penalty: 4503.964355
	Iteration 39Q: 3 clusters Score -991604.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -991615.250000 Penalty: 4503.964355
	Iteration 40F: 3 clusters Score -991615.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -991634.937500 Penalty: 4503.964355
	Iteration 41Q: 3 clusters Score -991634.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -991652.687500 Penalty: 4503.964355
	Iteration 42Q: 3 clusters Score -991652.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -991670.562500 Penalty: 4503.964355
	Iteration 43Q: 3 clusters Score -991670.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -991679.187500 Penalty: 4503.964355
	Iteration 44Q: 3 clusters Score -991679.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -991686.750000 Penalty: 4503.964355
	Iteration 45Q: 3 clusters Score -991686.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -991695.812500 Penalty: 4503.964355
	Iteration 46Q: 3 clusters Score -991695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -991702.312500 Penalty: 4503.964355
	Iteration 47Q: 3 clusters Score -991702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -991710.437500 Penalty: 4503.964355
	Iteration 48Q: 3 clusters Score -991710.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -991718.062500 Penalty: 4503.964355
	Iteration 49Q: 3 clusters Score -991718.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -991728.687500 Penalty: 4503.964355
	Iteration 50Q: 3 clusters Score -991728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -991734.562500 Penalty: 4503.964355
	Iteration 51Q: 3 clusters Score -991734.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -991743.062500 Penalty: 4503.964355
	Iteration 52Q: 3 clusters Score -991743.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -991749.062500 Penalty: 4503.964355
	Iteration 53Q: 3 clusters Score -991749.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -991758.250000 Penalty: 4503.964355
	Iteration 54Q: 3 clusters Score -991758.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -991765.687500 Penalty: 4503.964355
	Iteration 55Q: 3 clusters Score -991765.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -991769.937500 Penalty: 4503.964355
	Iteration 56Q: 3 clusters Score -991769.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -991773.687500 Penalty: 4503.964355
	Iteration 57Q: 3 clusters Score -991773.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -991779.500000 Penalty: 4503.964355
	Iteration 58Q: 3 clusters Score -991779.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -991780.375000 Penalty: 4503.964355
	Iteration 59Q: 3 clusters Score -991780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -991780.812500 Penalty: 4503.964355
	Iteration 60F: 3 clusters Score -991780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -991783.937500 Penalty: 4503.964355
	Iteration 61Q: 3 clusters Score -991783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -991785.562500 Penalty: 4503.964355
	Iteration 62Q: 3 clusters Score -991785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -991787.625000 Penalty: 4503.964355
	Iteration 63Q: 3 clusters Score -991787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -991789.375000 Penalty: 4503.964355
	Iteration 64Q: 3 clusters Score -991789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -991789.500000 Penalty: 4503.964355
	Iteration 65Q: 3 clusters Score -991789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -991789.625000 Penalty: 4503.964355
	Iteration 66Q: 3 clusters Score -991789.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -991789.625000 Penalty: 4503.964355
	Iteration 67F: 3 clusters Score -991789.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Entering Unmasked Estep 
Score: -2198962.750000 Penalty: 2443.800537
	Iteration 0F: 2 clusters Score -2198963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2185474.750000 Penalty: 4887.601074
	Iteration 0F: 3 clusters Score -2185475 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2190089.500000 Penalty: 4887.601074
	Iteration 1F: 3 clusters Score -2190090 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2190744.500000 Penalty: 4887.601074
	Iteration 2F: 3 clusters Score -2190744 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2191394.750000 Penalty: 4887.601074
	Iteration 3F: 3 clusters Score -2191395 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2192067.500000 Penalty: 4887.601074
	Iteration 4F: 3 clusters Score -2192068 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2192762.250000 Penalty: 4887.601074
	Iteration 5F: 3 clusters Score -2192762 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2193438.500000 Penalty: 4887.601074
	Iteration 6F: 3 clusters Score -2193438 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2194004.250000 Penalty: 4887.601074
	Iteration 7F: 3 clusters Score -2194004 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2194434.000000 Penalty: 4887.601074
	Iteration 8Q: 3 clusters Score -2194434 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2194768.750000 Penalty: 4887.601074
	Iteration 9Q: 3 clusters Score -2194769 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2195093.000000 Penalty: 4887.601074
	Iteration 10Q: 3 clusters Score -2195093 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2195419.500000 Penalty: 4887.601074
	Iteration 11Q: 3 clusters Score -2195420 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2195699.250000 Penalty: 4887.601074
	Iteration 12Q: 3 clusters Score -2195699 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2195956.750000 Penalty: 4887.601074
	Iteration 13Q: 3 clusters Score -2195957 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2196180.000000 Penalty: 4887.601074
	Iteration 14Q: 3 clusters Score -2196180 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2196367.500000 Penalty: 4887.601074
	Iteration 15Q: 3 clusters Score -2196368 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2196550.500000 Penalty: 4887.601074
	Iteration 16Q: 3 clusters Score -2196550 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2196714.250000 Penalty: 4887.601074
	Iteration 17Q: 3 clusters Score -2196714 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2196844.000000 Penalty: 4887.601074
	Iteration 18Q: 3 clusters Score -2196844 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2196936.750000 Penalty: 4887.601074
	Iteration 19Q: 3 clusters Score -2196937 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2196999.250000 Penalty: 4887.601074
	Iteration 20F: 3 clusters Score -2196999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2197063.500000 Penalty: 4887.601074
	Iteration 21Q: 3 clusters Score -2197064 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2197111.750000 Penalty: 4887.601074
	Iteration 22Q: 3 clusters Score -2197112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2197145.750000 Penalty: 4887.601074
	Iteration 23Q: 3 clusters Score -2197146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2197185.750000 Penalty: 4887.601074
	Iteration 24Q: 3 clusters Score -2197186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2197207.250000 Penalty: 4887.601074
	Iteration 25Q: 3 clusters Score -2197207 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2197237.750000 Penalty: 4887.601074
	Iteration 26Q: 3 clusters Score -2197238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2197248.250000 Penalty: 4887.601074
	Iteration 27Q: 3 clusters Score -2197248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2197274.000000 Penalty: 4887.601074
	Iteration 28Q: 3 clusters Score -2197274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2197301.500000 Penalty: 4887.601074
	Iteration 29Q: 3 clusters Score -2197302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2197314.750000 Penalty: 4887.601074
	Iteration 30Q: 3 clusters Score -2197315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2197329.000000 Penalty: 4887.601074
	Iteration 31Q: 3 clusters Score -2197329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2197345.500000 Penalty: 4887.601074
	Iteration 32Q: 3 clusters Score -2197346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2197347.250000 Penalty: 4887.601074
	Iteration 33Q: 3 clusters Score -2197347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2197351.500000 Penalty: 4887.601074
	Iteration 34Q: 3 clusters Score -2197352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2197357.500000 Penalty: 4887.601074
	Iteration 35Q: 3 clusters Score -2197358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2197365.750000 Penalty: 4887.601074
	Iteration 36Q: 3 clusters Score -2197366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2197376.000000 Penalty: 4887.601074
	Iteration 37Q: 3 clusters Score -2197376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2197384.000000 Penalty: 4887.601074
	Iteration 38Q: 3 clusters Score -2197384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2197393.750000 Penalty: 4887.601074
	Iteration 39Q: 3 clusters Score -2197394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2197394.500000 Penalty: 4887.601074
	Iteration 40F: 3 clusters Score -2197394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2197396.500000 Penalty: 4887.601074
	Iteration 41Q: 3 clusters Score -2197396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2197399.000000 Penalty: 4887.601074
	Iteration 42Q: 3 clusters Score -2197399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2197410.500000 Penalty: 4887.601074
	Iteration 43Q: 3 clusters Score -2197410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2197416.500000 Penalty: 4887.601074
	Iteration 44Q: 3 clusters Score -2197416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2197411.500000 Penalty: 4887.601074
	Iteration 45Q: 3 clusters Score -2197412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2197411.250000 Penalty: 4887.601074
	Iteration 46Q: 3 clusters Score -2197411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2197412.250000 Penalty: 4887.601074
	Iteration 47Q: 3 clusters Score -2197412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2197417.250000 Penalty: 4887.601074
	Iteration 48Q: 3 clusters Score -2197417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2197420.500000 Penalty: 4887.601074
	Iteration 49Q: 3 clusters Score -2197420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2197421.500000 Penalty: 4887.601074
	Iteration 50Q: 3 clusters Score -2197422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2197421.750000 Penalty: 4887.601074
	Iteration 51Q: 3 clusters Score -2197422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2197424.750000 Penalty: 4887.601074
	Iteration 52Q: 3 clusters Score -2197425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2197423.000000 Penalty: 4887.601074
	Iteration 53Q: 3 clusters Score -2197423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2197423.250000 Penalty: 4887.601074
	Iteration 54Q: 3 clusters Score -2197423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2197425.750000 Penalty: 4887.601074
	Iteration 55Q: 3 clusters Score -2197426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2197428.000000 Penalty: 4887.601074
	Iteration 56Q: 3 clusters Score -2197428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2197429.000000 Penalty: 4887.601074
	Iteration 57Q: 3 clusters Score -2197429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2197429.500000 Penalty: 4887.601074
	Iteration 58Q: 3 clusters Score -2197430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2197429.500000 Penalty: 4887.601074
	Iteration 59F: 3 clusters Score -2197430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -357767.781250 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -357767.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -354427.593750 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -354427.6 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -355202.125000 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -355202.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -355444.843750 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -355444.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -355639.937500 Penalty: 3996.773438
	Iteration 3F: 3 clusters Score -355639.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -355817.750000 Penalty: 3996.773438
	Iteration 4F: 3 clusters Score -355817.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -355971.156250 Penalty: 3996.773438
	Iteration 5F: 3 clusters Score -355971.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -356094.625000 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -356094.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -356212.406250 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -356212.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -356317.750000 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -356317.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -356425.312500 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -356425.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356527.906250 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -356527.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356617.656250 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -356617.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -356675.406250 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -356675.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -356723.062500 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -356723.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -356748.031250 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -356748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -356760.843750 Penalty: 3996.773438
	Iteration 15Q: 3 clusters Score -356760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -356769.468750 Penalty: 3996.773438
	Iteration 16Q: 3 clusters Score -356769.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -356775.531250 Penalty: 3996.773438
	Iteration 17Q: 3 clusters Score -356775.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -356780.031250 Penalty: 3996.773438
	Iteration 18Q: 3 clusters Score -356780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -356786.656250 Penalty: 3996.773438
	Iteration 19Q: 3 clusters Score -356786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -356794.937500 Penalty: 3996.773438
	Iteration 20F: 3 clusters Score -356794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -356802.281250 Penalty: 3996.773438
	Iteration 21Q: 3 clusters Score -356802.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -356805.968750 Penalty: 3996.773438
	Iteration 22Q: 3 clusters Score -356806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -356810.687500 Penalty: 3996.773438
	Iteration 23Q: 3 clusters Score -356810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -356813.437500 Penalty: 3996.773438
	Iteration 24Q: 3 clusters Score -356813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -356815.156250 Penalty: 3996.773438
	Iteration 25Q: 3 clusters Score -356815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -356817.187500 Penalty: 3996.773438
	Iteration 26Q: 3 clusters Score -356817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -356817.593750 Penalty: 3996.773438
	Iteration 27Q: 3 clusters Score -356817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -356817.812500 Penalty: 3996.773438
	Iteration 28Q: 3 clusters Score -356817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -356818.937500 Penalty: 3996.773438
	Iteration 29Q: 3 clusters Score -356818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -356819.093750 Penalty: 3996.773438
	Iteration 30Q: 3 clusters Score -356819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -356819.343750 Penalty: 3996.773438
	Iteration 31Q: 3 clusters Score -356819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -356819.843750 Penalty: 3996.773438
	Iteration 32Q: 3 clusters Score -356819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -356821.000000 Penalty: 3996.773438
	Iteration 33Q: 3 clusters Score -356821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -356821.562500 Penalty: 3996.773438
	Iteration 34Q: 3 clusters Score -356821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -356822.281250 Penalty: 3996.773438
	Iteration 35Q: 3 clusters Score -356822.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -356823.562500 Penalty: 3996.773438
	Iteration 36Q: 3 clusters Score -356823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -356825.031250 Penalty: 3996.773438
	Iteration 37Q: 3 clusters Score -356825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -356825.218750 Penalty: 3996.773438
	Iteration 38Q: 3 clusters Score -356825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -356825.218750 Penalty: 3996.773438
	Iteration 39F: 3 clusters Score -356825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Entering Unmasked Estep 
Score: -21562586.000000 Penalty: 2992.091064
	Iteration 0F: 2 clusters Score -2.156259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -21448156.000000 Penalty: 5984.182129
	Iteration 0F: 3 clusters Score -2.144816e+07 nChanged 83408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -21496344.000000 Penalty: 5984.182129
	Iteration 1F: 3 clusters Score -2.149634e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -21497448.000000 Penalty: 5984.182129
	Iteration 2Q: 3 clusters Score -2.149745e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -21498768.000000 Penalty: 5984.182129
	Iteration 3Q: 3 clusters Score -2.149877e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -21500700.000000 Penalty: 5984.182129
	Iteration 4Q: 3 clusters Score -2.15007e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -21503556.000000 Penalty: 5984.182129
	Iteration 5Q: 3 clusters Score -2.150356e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -21507732.000000 Penalty: 5984.182129
	Iteration 6Q: 3 clusters Score -2.150773e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -21513476.000000 Penalty: 5984.182129
	Iteration 7F: 3 clusters Score -2.151348e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 113072 members 
Entering Unmasked Estep 
Score: -21520114.000000 Penalty: 5984.182129
	Iteration 8F: 3 clusters Score -2.152011e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 121855 members 
Entering Unmasked Estep 
Score: -21527428.000000 Penalty: 5984.182129
	Iteration 9F: 3 clusters Score -2.152743e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -21535196.000000 Penalty: 5984.182129
	Iteration 10F: 3 clusters Score -2.15352e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 141151 members 
Entering Unmasked Estep 
Score: -21541978.000000 Penalty: 5984.182129
	Iteration 11F: 3 clusters Score -2.154198e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -21548002.000000 Penalty: 5984.182129
	Iteration 12Q: 3 clusters Score -2.1548e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -21552360.000000 Penalty: 5984.182129
	Iteration 13Q: 3 clusters Score -2.155236e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 161418 members 
Entering Unmasked Estep 
Score: -21555208.000000 Penalty: 5984.182129
	Iteration 14Q: 3 clusters Score -2.155521e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 165073 members 
Entering Unmasked Estep 
Score: -21557304.000000 Penalty: 5984.182129
	Iteration 15Q: 3 clusters Score -2.15573e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 167636 members 
Entering Unmasked Estep 
Score: -21558568.000000 Penalty: 5984.182129
	Iteration 16Q: 3 clusters Score -2.155857e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -21559252.000000 Penalty: 5984.182129
	Iteration 17Q: 3 clusters Score -2.155925e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -21559590.000000 Penalty: 5984.182129
	Iteration 18Q: 3 clusters Score -2.155959e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -21559716.000000 Penalty: 5984.182129
	Iteration 19Q: 3 clusters Score -2.155972e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -21559854.000000 Penalty: 5984.182129
	Iteration 20F: 3 clusters Score -2.155985e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -21559934.000000 Penalty: 5984.182129
	Iteration 21Q: 3 clusters Score -2.155993e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -21560052.000000 Penalty: 5984.182129
	Iteration 22Q: 3 clusters Score -2.156005e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 172010 members 
Entering Unmasked Estep 
Score: -21560108.000000 Penalty: 5984.182129
	Iteration 23Q: 3 clusters Score -2.156011e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 172121 members 
Entering Unmasked Estep 
Score: -21560174.000000 Penalty: 5984.182129
	Iteration 24Q: 3 clusters Score -2.156017e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -21560238.000000 Penalty: 5984.182129
	Iteration 25Q: 3 clusters Score -2.156024e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 172275 members 
Entering Unmasked Estep 
Score: -21560268.000000 Penalty: 5984.182129
	Iteration 26Q: 3 clusters Score -2.156027e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 172335 members 
Entering Unmasked Estep 
Score: -21560288.000000 Penalty: 5984.182129
	Iteration 27Q: 3 clusters Score -2.156029e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -21560316.000000 Penalty: 5984.182129
	Iteration 28Q: 3 clusters Score -2.156032e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -21560344.000000 Penalty: 5984.182129
	Iteration 29Q: 3 clusters Score -2.156034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -21560364.000000 Penalty: 5984.182129
	Iteration 30Q: 3 clusters Score -2.156036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -21560378.000000 Penalty: 5984.182129
	Iteration 31Q: 3 clusters Score -2.156038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 172514 members 
Entering Unmasked Estep 
Score: -21560390.000000 Penalty: 5984.182129
	Iteration 32Q: 3 clusters Score -2.156039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 172541 members 
Entering Unmasked Estep 
Score: -21560402.000000 Penalty: 5984.182129
	Iteration 33Q: 3 clusters Score -2.15604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 172559 members 
Entering Unmasked Estep 
Score: -21560426.000000 Penalty: 5984.182129
	Iteration 34Q: 3 clusters Score -2.156043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -21560406.000000 Penalty: 5984.182129
	Iteration 35Q: 3 clusters Score -2.156041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 172592 members 
Entering Unmasked Estep 
Score: -21560412.000000 Penalty: 5984.182129
	Iteration 36Q: 3 clusters Score -2.156041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 172609 members 
Entering Unmasked Estep 
Score: -21560420.000000 Penalty: 5984.182129
	Iteration 37Q: 3 clusters Score -2.156042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 172619 members 
Entering Unmasked Estep 
Score: -21560448.000000 Penalty: 5984.182129
	Iteration 38Q: 3 clusters Score -2.156045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 172628 members 
Entering Unmasked Estep 
Score: -21560442.000000 Penalty: 5984.182129
	Iteration 39Q: 3 clusters Score -2.156044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -21560448.000000 Penalty: 5984.182129
	Iteration 40F: 3 clusters Score -2.156045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 172641 members 
Entering Unmasked Estep 
Score: -21560446.000000 Penalty: 5984.182129
	Iteration 41Q: 3 clusters Score -2.156045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 172648 members 
Entering Unmasked Estep 
Score: -21560454.000000 Penalty: 5984.182129
	Iteration 42Q: 3 clusters Score -2.156045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 172648 members 
Entering Unmasked Estep 
Score: -21560454.000000 Penalty: 5984.182129
	Iteration 43Q: 3 clusters Score -2.156045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -21560458.000000 Penalty: 5984.182129
	Iteration 44Q: 3 clusters Score -2.156046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 172650 members 
Entering Unmasked Estep 
Score: -21560460.000000 Penalty: 5984.182129
	Iteration 45Q: 3 clusters Score -2.156046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 172650 members 
Entering Unmasked Estep 
Score: -21560462.000000 Penalty: 5984.182129
	Iteration 46Q: 3 clusters Score -2.156046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 172653 members 
Entering Unmasked Estep 
Score: -21560468.000000 Penalty: 5984.182129
	Iteration 47Q: 3 clusters Score -2.156047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 172656 members 
Entering Unmasked Estep 
Score: -21560462.000000 Penalty: 5984.182129
	Iteration 48Q: 3 clusters Score -2.156046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -21560458.000000 Penalty: 5984.182129
	Iteration 49Q: 3 clusters Score -2.156046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 172654 members 
Entering Unmasked Estep 
Score: -21560460.000000 Penalty: 5984.182129
	Iteration 50Q: 3 clusters Score -2.156046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 172660 members 
Entering Unmasked Estep 
Score: -21560462.000000 Penalty: 5984.182129
	Iteration 51Q: 3 clusters Score -2.156046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -21560464.000000 Penalty: 5984.182129
	Iteration 52Q: 3 clusters Score -2.156046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -21560470.000000 Penalty: 5984.182129
	Iteration 53Q: 3 clusters Score -2.156047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -21560462.000000 Penalty: 5984.182129
	Iteration 54Q: 3 clusters Score -2.156046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -21560462.000000 Penalty: 5984.182129
	Iteration 55F: 3 clusters Score -2.156046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71841.578125 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71841.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70254.023438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -70254.02 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70577.992188 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70577.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70676.085938 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70676.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70757.140625 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -70757.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70860.148438 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -70860.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70929.539062 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -70929.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70995.101562 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -70995.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71067.773438 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71067.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -71191.578125 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71191.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -71351.640625 Penalty: 3225.383789
	Iteration 9F: 3 clusters Score -71351.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71579.000000 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -71579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71834.234375 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -71834.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72031.867188 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -72031.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72165.328125 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -72165.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72284.437500 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -72284.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72324.257812 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -72324.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72324.257812 Penalty: 3225.383789
	Iteration 16F: 3 clusters Score -72324.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171743 members 
Mstep: Class 4 contains 16508 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56301 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 182932 members 
Mstep: Class 11 contains 21443 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36795 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 127 members 
Mstep: Class 21 contains 173417 members 
Mstep: Class 22 contains 17059 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12913 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 540 members 
Entering Unmasked Estep 
Score: -124230712.000000 Penalty: 92743.140625
Splitting cluster 20 changes total score from -124231976.000000 to -124230712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (173417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Entering Unmasked Estep 
Score: -21335514.000000 Penalty: 2991.736816
	Iteration 0F: 2 clusters Score -2.133551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -21221656.000000 Penalty: 5983.473633
	Iteration 0F: 3 clusters Score -2.122166e+07 nChanged 83240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -21269788.000000 Penalty: 5983.473633
	Iteration 1F: 3 clusters Score -2.126979e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -21271168.000000 Penalty: 5983.473633
	Iteration 2Q: 3 clusters Score -2.127117e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -21272534.000000 Penalty: 5983.473633
	Iteration 3Q: 3 clusters Score -2.127253e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -21274692.000000 Penalty: 5983.473633
	Iteration 4Q: 3 clusters Score -2.127469e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -21278078.000000 Penalty: 5983.473633
	Iteration 5Q: 3 clusters Score -2.127808e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -21282628.000000 Penalty: 5983.473633
	Iteration 6Q: 3 clusters Score -2.128263e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -21288606.000000 Penalty: 5983.473633
	Iteration 7F: 3 clusters Score -2.128861e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -21295646.000000 Penalty: 5983.473633
	Iteration 8F: 3 clusters Score -2.129565e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -21302704.000000 Penalty: 5983.473633
	Iteration 9F: 3 clusters Score -2.13027e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -21309204.000000 Penalty: 5983.473633
	Iteration 10F: 3 clusters Score -2.13092e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -21313954.000000 Penalty: 5983.473633
	Iteration 11Q: 3 clusters Score -2.131395e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -21317500.000000 Penalty: 5983.473633
	Iteration 12Q: 3 clusters Score -2.13175e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -21319962.000000 Penalty: 5983.473633
	Iteration 13Q: 3 clusters Score -2.131996e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -21321338.000000 Penalty: 5983.473633
	Iteration 14Q: 3 clusters Score -2.132134e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -21322132.000000 Penalty: 5983.473633
	Iteration 15Q: 3 clusters Score -2.132213e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -21322908.000000 Penalty: 5983.473633
	Iteration 16Q: 3 clusters Score -2.132291e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -21323854.000000 Penalty: 5983.473633
	Iteration 17Q: 3 clusters Score -2.132385e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -21324610.000000 Penalty: 5983.473633
	Iteration 18Q: 3 clusters Score -2.132461e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -21325342.000000 Penalty: 5983.473633
	Iteration 19Q: 3 clusters Score -2.132534e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 96195 members 
Entering Unmasked Estep 
Score: -21326030.000000 Penalty: 5983.473633
	Iteration 20F: 3 clusters Score -2.132603e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -21326330.000000 Penalty: 5983.473633
	Iteration 21Q: 3 clusters Score -2.132633e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -21326584.000000 Penalty: 5983.473633
	Iteration 22Q: 3 clusters Score -2.132658e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -21326698.000000 Penalty: 5983.473633
	Iteration 23Q: 3 clusters Score -2.13267e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -21326892.000000 Penalty: 5983.473633
	Iteration 24Q: 3 clusters Score -2.132689e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -21326988.000000 Penalty: 5983.473633
	Iteration 25Q: 3 clusters Score -2.132699e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -21327136.000000 Penalty: 5983.473633
	Iteration 26Q: 3 clusters Score -2.132714e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -21327214.000000 Penalty: 5983.473633
	Iteration 27Q: 3 clusters Score -2.132721e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -21327306.000000 Penalty: 5983.473633
	Iteration 28Q: 3 clusters Score -2.132731e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -21327428.000000 Penalty: 5983.473633
	Iteration 29Q: 3 clusters Score -2.132743e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -21327484.000000 Penalty: 5983.473633
	Iteration 30Q: 3 clusters Score -2.132748e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -21327660.000000 Penalty: 5983.473633
	Iteration 31Q: 3 clusters Score -2.132766e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -21327740.000000 Penalty: 5983.473633
	Iteration 32Q: 3 clusters Score -2.132774e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -21327750.000000 Penalty: 5983.473633
	Iteration 33Q: 3 clusters Score -2.132775e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -21327774.000000 Penalty: 5983.473633
	Iteration 34Q: 3 clusters Score -2.132777e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -21327870.000000 Penalty: 5983.473633
	Iteration 35Q: 3 clusters Score -2.132787e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -21327960.000000 Penalty: 5983.473633
	Iteration 36Q: 3 clusters Score -2.132796e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -21328036.000000 Penalty: 5983.473633
	Iteration 37Q: 3 clusters Score -2.132804e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -21328038.000000 Penalty: 5983.473633
	Iteration 38Q: 3 clusters Score -2.132804e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -21328104.000000 Penalty: 5983.473633
	Iteration 39Q: 3 clusters Score -2.13281e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -21328246.000000 Penalty: 5983.473633
	Iteration 40F: 3 clusters Score -2.132825e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -21328386.000000 Penalty: 5983.473633
	Iteration 41Q: 3 clusters Score -2.132839e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -21328508.000000 Penalty: 5983.473633
	Iteration 42Q: 3 clusters Score -2.132851e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -21328564.000000 Penalty: 5983.473633
	Iteration 43Q: 3 clusters Score -2.132856e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -21328654.000000 Penalty: 5983.473633
	Iteration 44Q: 3 clusters Score -2.132865e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -21328746.000000 Penalty: 5983.473633
	Iteration 45Q: 3 clusters Score -2.132875e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102143 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -21328788.000000 Penalty: 5983.473633
	Iteration 46Q: 3 clusters Score -2.132879e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -21328956.000000 Penalty: 5983.473633
	Iteration 47Q: 3 clusters Score -2.132896e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -21329060.000000 Penalty: 5983.473633
	Iteration 48Q: 3 clusters Score -2.132906e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -21329142.000000 Penalty: 5983.473633
	Iteration 49Q: 3 clusters Score -2.132914e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -21329210.000000 Penalty: 5983.473633
	Iteration 50Q: 3 clusters Score -2.132921e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -21329340.000000 Penalty: 5983.473633
	Iteration 51Q: 3 clusters Score -2.132934e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -21329368.000000 Penalty: 5983.473633
	Iteration 52Q: 3 clusters Score -2.132937e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -21329408.000000 Penalty: 5983.473633
	Iteration 53Q: 3 clusters Score -2.132941e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109625 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -21329444.000000 Penalty: 5983.473633
	Iteration 54Q: 3 clusters Score -2.132944e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110518 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -21329474.000000 Penalty: 5983.473633
	Iteration 55Q: 3 clusters Score -2.132947e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111359 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -21329462.000000 Penalty: 5983.473633
	Iteration 56Q: 3 clusters Score -2.132946e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -21329508.000000 Penalty: 5983.473633
	Iteration 57Q: 3 clusters Score -2.132951e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -21329626.000000 Penalty: 5983.473633
	Iteration 58Q: 3 clusters Score -2.132963e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113866 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -21329686.000000 Penalty: 5983.473633
	Iteration 59Q: 3 clusters Score -2.132969e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -21329646.000000 Penalty: 5983.473633
	Iteration 60F: 3 clusters Score -2.132965e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -21329750.000000 Penalty: 5983.473633
	Iteration 61Q: 3 clusters Score -2.132975e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -21329766.000000 Penalty: 5983.473633
	Iteration 62Q: 3 clusters Score -2.132977e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117389 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -21329824.000000 Penalty: 5983.473633
	Iteration 63Q: 3 clusters Score -2.132982e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118270 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -21329914.000000 Penalty: 5983.473633
	Iteration 64Q: 3 clusters Score -2.132991e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119177 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -21329944.000000 Penalty: 5983.473633
	Iteration 65Q: 3 clusters Score -2.132994e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -21329970.000000 Penalty: 5983.473633
	Iteration 66Q: 3 clusters Score -2.132997e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -21330060.000000 Penalty: 5983.473633
	Iteration 67Q: 3 clusters Score -2.133006e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121929 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -21330138.000000 Penalty: 5983.473633
	Iteration 68Q: 3 clusters Score -2.133014e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -21330246.000000 Penalty: 5983.473633
	Iteration 69Q: 3 clusters Score -2.133025e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -21330314.000000 Penalty: 5983.473633
	Iteration 70Q: 3 clusters Score -2.133031e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -21330440.000000 Penalty: 5983.473633
	Iteration 71Q: 3 clusters Score -2.133044e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -21330496.000000 Penalty: 5983.473633
	Iteration 72Q: 3 clusters Score -2.13305e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -21330562.000000 Penalty: 5983.473633
	Iteration 73Q: 3 clusters Score -2.133056e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127855 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -21330610.000000 Penalty: 5983.473633
	Iteration 74Q: 3 clusters Score -2.133061e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -21330714.000000 Penalty: 5983.473633
	Iteration 75Q: 3 clusters Score -2.133071e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -21330742.000000 Penalty: 5983.473633
	Iteration 76Q: 3 clusters Score -2.133074e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130640 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -21330870.000000 Penalty: 5983.473633
	Iteration 77Q: 3 clusters Score -2.133087e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131510 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -21330956.000000 Penalty: 5983.473633
	Iteration 78Q: 3 clusters Score -2.133096e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132374 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -21331028.000000 Penalty: 5983.473633
	Iteration 79Q: 3 clusters Score -2.133103e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133256 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -21331142.000000 Penalty: 5983.473633
	Iteration 80F: 3 clusters Score -2.133114e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134180 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -21331178.000000 Penalty: 5983.473633
	Iteration 81Q: 3 clusters Score -2.133118e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135100 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -21331334.000000 Penalty: 5983.473633
	Iteration 82Q: 3 clusters Score -2.133133e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -21331482.000000 Penalty: 5983.473633
	Iteration 83Q: 3 clusters Score -2.133148e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136932 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -21331510.000000 Penalty: 5983.473633
	Iteration 84Q: 3 clusters Score -2.133151e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137843 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -21331534.000000 Penalty: 5983.473633
	Iteration 85Q: 3 clusters Score -2.133153e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138757 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -21331572.000000 Penalty: 5983.473633
	Iteration 86Q: 3 clusters Score -2.133157e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139628 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -21331718.000000 Penalty: 5983.473633
	Iteration 87Q: 3 clusters Score -2.133172e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -21331808.000000 Penalty: 5983.473633
	Iteration 88Q: 3 clusters Score -2.133181e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141429 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -21331844.000000 Penalty: 5983.473633
	Iteration 89Q: 3 clusters Score -2.133184e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -21331906.000000 Penalty: 5983.473633
	Iteration 90Q: 3 clusters Score -2.133191e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -21332056.000000 Penalty: 5983.473633
	Iteration 91Q: 3 clusters Score -2.133206e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144073 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -21332154.000000 Penalty: 5983.473633
	Iteration 92Q: 3 clusters Score -2.133215e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -21332272.000000 Penalty: 5983.473633
	Iteration 93Q: 3 clusters Score -2.133227e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -21332392.000000 Penalty: 5983.473633
	Iteration 94Q: 3 clusters Score -2.133239e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -21332454.000000 Penalty: 5983.473633
	Iteration 95Q: 3 clusters Score -2.133245e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -21332594.000000 Penalty: 5983.473633
	Iteration 96Q: 3 clusters Score -2.133259e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -21332616.000000 Penalty: 5983.473633
	Iteration 97Q: 3 clusters Score -2.133262e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -21332726.000000 Penalty: 5983.473633
	Iteration 98Q: 3 clusters Score -2.133273e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149918 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -21332814.000000 Penalty: 5983.473633
	Iteration 99Q: 3 clusters Score -2.133281e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -21332716.000000 Penalty: 5983.473633
	Iteration 100F: 3 clusters Score -2.133272e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -21332740.000000 Penalty: 5983.473633
	Iteration 101Q: 3 clusters Score -2.133274e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152238 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -21332816.000000 Penalty: 5983.473633
	Iteration 102Q: 3 clusters Score -2.133282e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -21332910.000000 Penalty: 5983.473633
	Iteration 103Q: 3 clusters Score -2.133291e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153656 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -21333024.000000 Penalty: 5983.473633
	Iteration 104Q: 3 clusters Score -2.133302e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154324 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -21333002.000000 Penalty: 5983.473633
	Iteration 105Q: 3 clusters Score -2.1333e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -21333008.000000 Penalty: 5983.473633
	Iteration 106Q: 3 clusters Score -2.133301e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -21333076.000000 Penalty: 5983.473633
	Iteration 107Q: 3 clusters Score -2.133308e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -21333156.000000 Penalty: 5983.473633
	Iteration 108Q: 3 clusters Score -2.133316e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156802 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -21333160.000000 Penalty: 5983.473633
	Iteration 109Q: 3 clusters Score -2.133316e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -21333232.000000 Penalty: 5983.473633
	Iteration 110Q: 3 clusters Score -2.133323e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -21333324.000000 Penalty: 5983.473633
	Iteration 111Q: 3 clusters Score -2.133332e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158606 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -21333286.000000 Penalty: 5983.473633
	Iteration 112Q: 3 clusters Score -2.133329e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159224 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -21333342.000000 Penalty: 5983.473633
	Iteration 113Q: 3 clusters Score -2.133334e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159842 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -21333380.000000 Penalty: 5983.473633
	Iteration 114Q: 3 clusters Score -2.133338e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160461 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -21333446.000000 Penalty: 5983.473633
	Iteration 115Q: 3 clusters Score -2.133345e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -21333448.000000 Penalty: 5983.473633
	Iteration 116Q: 3 clusters Score -2.133345e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -21333504.000000 Penalty: 5983.473633
	Iteration 117Q: 3 clusters Score -2.13335e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -21333564.000000 Penalty: 5983.473633
	Iteration 118Q: 3 clusters Score -2.133356e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -21333612.000000 Penalty: 5983.473633
	Iteration 119Q: 3 clusters Score -2.133361e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163037 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -21333646.000000 Penalty: 5983.473633
	Iteration 120F: 3 clusters Score -2.133365e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163495 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -21333742.000000 Penalty: 5983.473633
	Iteration 121Q: 3 clusters Score -2.133374e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -21333686.000000 Penalty: 5983.473633
	Iteration 122Q: 3 clusters Score -2.133369e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164360 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -21333694.000000 Penalty: 5983.473633
	Iteration 123Q: 3 clusters Score -2.133369e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164769 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -21333696.000000 Penalty: 5983.473633
	Iteration 124Q: 3 clusters Score -2.13337e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -21333712.000000 Penalty: 5983.473633
	Iteration 125Q: 3 clusters Score -2.133371e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -21333748.000000 Penalty: 5983.473633
	Iteration 126Q: 3 clusters Score -2.133375e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -21333866.000000 Penalty: 5983.473633
	Iteration 127Q: 3 clusters Score -2.133387e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -21333910.000000 Penalty: 5983.473633
	Iteration 128Q: 3 clusters Score -2.133391e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -21333958.000000 Penalty: 5983.473633
	Iteration 129Q: 3 clusters Score -2.133396e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166551 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -21333956.000000 Penalty: 5983.473633
	Iteration 130Q: 3 clusters Score -2.133396e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -21333908.000000 Penalty: 5983.473633
	Iteration 131Q: 3 clusters Score -2.133391e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -21333914.000000 Penalty: 5983.473633
	Iteration 132Q: 3 clusters Score -2.133391e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -21333960.000000 Penalty: 5983.473633
	Iteration 133Q: 3 clusters Score -2.133396e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -21333956.000000 Penalty: 5983.473633
	Iteration 134Q: 3 clusters Score -2.133396e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -21333998.000000 Penalty: 5983.473633
	Iteration 135Q: 3 clusters Score -2.1334e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -21333956.000000 Penalty: 5983.473633
	Iteration 136Q: 3 clusters Score -2.133396e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -21333958.000000 Penalty: 5983.473633
	Iteration 137Q: 3 clusters Score -2.133396e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167962 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -21333992.000000 Penalty: 5983.473633
	Iteration 138Q: 3 clusters Score -2.133399e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168090 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -21334010.000000 Penalty: 5983.473633
	Iteration 139Q: 3 clusters Score -2.133401e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168206 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -21333970.000000 Penalty: 5983.473633
	Iteration 140F: 3 clusters Score -2.133397e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168320 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -21333966.000000 Penalty: 5983.473633
	Iteration 141Q: 3 clusters Score -2.133397e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168443 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -21333960.000000 Penalty: 5983.473633
	Iteration 142Q: 3 clusters Score -2.133396e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168558 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 143Q: 3 clusters Score -2.133394e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -21333952.000000 Penalty: 5983.473633
	Iteration 144Q: 3 clusters Score -2.133395e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168753 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -21333976.000000 Penalty: 5983.473633
	Iteration 145Q: 3 clusters Score -2.133398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168846 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -21333934.000000 Penalty: 5983.473633
	Iteration 146Q: 3 clusters Score -2.133393e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168937 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -21333982.000000 Penalty: 5983.473633
	Iteration 147Q: 3 clusters Score -2.133398e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169019 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -21333986.000000 Penalty: 5983.473633
	Iteration 148Q: 3 clusters Score -2.133399e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169090 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -21333978.000000 Penalty: 5983.473633
	Iteration 149Q: 3 clusters Score -2.133398e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169145 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -21333970.000000 Penalty: 5983.473633
	Iteration 150Q: 3 clusters Score -2.133397e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -21333958.000000 Penalty: 5983.473633
	Iteration 151Q: 3 clusters Score -2.133396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169246 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -21334006.000000 Penalty: 5983.473633
	Iteration 152Q: 3 clusters Score -2.133401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169298 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -21334028.000000 Penalty: 5983.473633
	Iteration 153Q: 3 clusters Score -2.133403e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -21333992.000000 Penalty: 5983.473633
	Iteration 154Q: 3 clusters Score -2.133399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169372 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -21333976.000000 Penalty: 5983.473633
	Iteration 155Q: 3 clusters Score -2.133398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -21333984.000000 Penalty: 5983.473633
	Iteration 156Q: 3 clusters Score -2.133398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -21334006.000000 Penalty: 5983.473633
	Iteration 157Q: 3 clusters Score -2.133401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -21334002.000000 Penalty: 5983.473633
	Iteration 158Q: 3 clusters Score -2.1334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -21333992.000000 Penalty: 5983.473633
	Iteration 159Q: 3 clusters Score -2.133399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169474 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -21333988.000000 Penalty: 5983.473633
	Iteration 160F: 3 clusters Score -2.133399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -21333978.000000 Penalty: 5983.473633
	Iteration 161Q: 3 clusters Score -2.133398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -21333966.000000 Penalty: 5983.473633
	Iteration 162Q: 3 clusters Score -2.133397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169541 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21333950.000000 Penalty: 5983.473633
	Iteration 163Q: 3 clusters Score -2.133395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -21333966.000000 Penalty: 5983.473633
	Iteration 164Q: 3 clusters Score -2.133397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -21333974.000000 Penalty: 5983.473633
	Iteration 165Q: 3 clusters Score -2.133397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169586 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -21333958.000000 Penalty: 5983.473633
	Iteration 166Q: 3 clusters Score -2.133396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -21333966.000000 Penalty: 5983.473633
	Iteration 167Q: 3 clusters Score -2.133397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169612 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -21333968.000000 Penalty: 5983.473633
	Iteration 168Q: 3 clusters Score -2.133397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169627 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -21333954.000000 Penalty: 5983.473633
	Iteration 169Q: 3 clusters Score -2.133395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -21333934.000000 Penalty: 5983.473633
	Iteration 170Q: 3 clusters Score -2.133393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169640 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 171Q: 3 clusters Score -2.133394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -21333936.000000 Penalty: 5983.473633
	Iteration 172Q: 3 clusters Score -2.133394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -21333942.000000 Penalty: 5983.473633
	Iteration 173Q: 3 clusters Score -2.133394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -21333928.000000 Penalty: 5983.473633
	Iteration 174Q: 3 clusters Score -2.133393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169659 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 175Q: 3 clusters Score -2.133394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 176Q: 3 clusters Score -2.133394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -21333946.000000 Penalty: 5983.473633
	Iteration 177Q: 3 clusters Score -2.133395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169679 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -21333936.000000 Penalty: 5983.473633
	Iteration 178Q: 3 clusters Score -2.133394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169686 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -21333956.000000 Penalty: 5983.473633
	Iteration 179Q: 3 clusters Score -2.133396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169694 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -21333972.000000 Penalty: 5983.473633
	Iteration 180F: 3 clusters Score -2.133397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -21333968.000000 Penalty: 5983.473633
	Iteration 181Q: 3 clusters Score -2.133397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169711 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21333956.000000 Penalty: 5983.473633
	Iteration 182Q: 3 clusters Score -2.133396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169725 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 183Q: 3 clusters Score -2.133394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -21333950.000000 Penalty: 5983.473633
	Iteration 184Q: 3 clusters Score -2.133395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -21333948.000000 Penalty: 5983.473633
	Iteration 185Q: 3 clusters Score -2.133395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -21333970.000000 Penalty: 5983.473633
	Iteration 186Q: 3 clusters Score -2.133397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169767 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -21333964.000000 Penalty: 5983.473633
	Iteration 187Q: 3 clusters Score -2.133396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -21333958.000000 Penalty: 5983.473633
	Iteration 188Q: 3 clusters Score -2.133396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -21333970.000000 Penalty: 5983.473633
	Iteration 189Q: 3 clusters Score -2.133397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169808 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21333982.000000 Penalty: 5983.473633
	Iteration 190Q: 3 clusters Score -2.133398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -21333976.000000 Penalty: 5983.473633
	Iteration 191Q: 3 clusters Score -2.133398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21333984.000000 Penalty: 5983.473633
	Iteration 192Q: 3 clusters Score -2.133398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169819 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21333970.000000 Penalty: 5983.473633
	Iteration 193Q: 3 clusters Score -2.133397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -21333982.000000 Penalty: 5983.473633
	Iteration 194Q: 3 clusters Score -2.133398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -21333974.000000 Penalty: 5983.473633
	Iteration 195Q: 3 clusters Score -2.133397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21333958.000000 Penalty: 5983.473633
	Iteration 196Q: 3 clusters Score -2.133396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -21333958.000000 Penalty: 5983.473633
	Iteration 197Q: 3 clusters Score -2.133396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169851 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -21333938.000000 Penalty: 5983.473633
	Iteration 198Q: 3 clusters Score -2.133394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -21333938.000000 Penalty: 5983.473633
	Iteration 199Q: 3 clusters Score -2.133394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169857 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -21333948.000000 Penalty: 5983.473633
	Iteration 200F: 3 clusters Score -2.133395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -21333942.000000 Penalty: 5983.473633
	Iteration 201Q: 3 clusters Score -2.133394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169866 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 202Q: 3 clusters Score -2.133394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169871 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21333938.000000 Penalty: 5983.473633
	Iteration 203Q: 3 clusters Score -2.133394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169876 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -21333940.000000 Penalty: 5983.473633
	Iteration 204Q: 3 clusters Score -2.133394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -21333940.000000 Penalty: 5983.473633
	Iteration 205Q: 3 clusters Score -2.133394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -21333968.000000 Penalty: 5983.473633
	Iteration 206Q: 3 clusters Score -2.133397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -21333970.000000 Penalty: 5983.473633
	Iteration 207Q: 3 clusters Score -2.133397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -21333948.000000 Penalty: 5983.473633
	Iteration 208Q: 3 clusters Score -2.133395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21333960.000000 Penalty: 5983.473633
	Iteration 209Q: 3 clusters Score -2.133396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169935 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -21333954.000000 Penalty: 5983.473633
	Iteration 210Q: 3 clusters Score -2.133395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -21333932.000000 Penalty: 5983.473633
	Iteration 211Q: 3 clusters Score -2.133393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169956 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -21333922.000000 Penalty: 5983.473633
	Iteration 212Q: 3 clusters Score -2.133392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169964 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -21333918.000000 Penalty: 5983.473633
	Iteration 213Q: 3 clusters Score -2.133392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -21333924.000000 Penalty: 5983.473633
	Iteration 214Q: 3 clusters Score -2.133392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -21333940.000000 Penalty: 5983.473633
	Iteration 215Q: 3 clusters Score -2.133394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170001 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 216Q: 3 clusters Score -2.133394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170016 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21333946.000000 Penalty: 5983.473633
	Iteration 217Q: 3 clusters Score -2.133395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170029 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -21333944.000000 Penalty: 5983.473633
	Iteration 218Q: 3 clusters Score -2.133394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -21333932.000000 Penalty: 5983.473633
	Iteration 219Q: 3 clusters Score -2.133393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -21333910.000000 Penalty: 5983.473633
	Iteration 220F: 3 clusters Score -2.133391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170054 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21333914.000000 Penalty: 5983.473633
	Iteration 221Q: 3 clusters Score -2.133391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170060 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -21333918.000000 Penalty: 5983.473633
	Iteration 222Q: 3 clusters Score -2.133392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21333912.000000 Penalty: 5983.473633
	Iteration 223Q: 3 clusters Score -2.133391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170075 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -21333916.000000 Penalty: 5983.473633
	Iteration 224Q: 3 clusters Score -2.133392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170084 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21333916.000000 Penalty: 5983.473633
	Iteration 225Q: 3 clusters Score -2.133392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170095 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -21333902.000000 Penalty: 5983.473633
	Iteration 226Q: 3 clusters Score -2.13339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170100 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21333904.000000 Penalty: 5983.473633
	Iteration 227Q: 3 clusters Score -2.13339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21333900.000000 Penalty: 5983.473633
	Iteration 228Q: 3 clusters Score -2.13339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170106 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -21333902.000000 Penalty: 5983.473633
	Iteration 229Q: 3 clusters Score -2.13339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -21333910.000000 Penalty: 5983.473633
	Iteration 230Q: 3 clusters Score -2.133391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21333914.000000 Penalty: 5983.473633
	Iteration 231Q: 3 clusters Score -2.133391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21333914.000000 Penalty: 5983.473633
	Iteration 232Q: 3 clusters Score -2.133391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21333922.000000 Penalty: 5983.473633
	Iteration 233Q: 3 clusters Score -2.133392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21333922.000000 Penalty: 5983.473633
	Iteration 234F: 3 clusters Score -2.133392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Entering Unmasked Estep 
Score: -2099619.750000 Penalty: 2416.619385
	Iteration 0F: 2 clusters Score -2099620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2087375.250000 Penalty: 4833.238770
	Iteration 0F: 3 clusters Score -2087375 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2091400.750000 Penalty: 4833.238770
	Iteration 1F: 3 clusters Score -2091401 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2091756.125000 Penalty: 4833.238770
	Iteration 2F: 3 clusters Score -2091756 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2092008.000000 Penalty: 4833.238770
	Iteration 3Q: 3 clusters Score -2092008 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2092212.625000 Penalty: 4833.238770
	Iteration 4Q: 3 clusters Score -2092213 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2092405.000000 Penalty: 4833.238770
	Iteration 5Q: 3 clusters Score -2092405 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2092593.125000 Penalty: 4833.238770
	Iteration 6Q: 3 clusters Score -2092593 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2092786.375000 Penalty: 4833.238770
	Iteration 7Q: 3 clusters Score -2092786 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2092976.500000 Penalty: 4833.238770
	Iteration 8Q: 3 clusters Score -2092976 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2093202.000000 Penalty: 4833.238770
	Iteration 9Q: 3 clusters Score -2093202 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2093437.875000 Penalty: 4833.238770
	Iteration 10Q: 3 clusters Score -2093438 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2093700.375000 Penalty: 4833.238770
	Iteration 11Q: 3 clusters Score -2093700 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2093980.500000 Penalty: 4833.238770
	Iteration 12Q: 3 clusters Score -2093980 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2094247.375000 Penalty: 4833.238770
	Iteration 13Q: 3 clusters Score -2094247 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2094543.250000 Penalty: 4833.238770
	Iteration 14Q: 3 clusters Score -2094543 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2094853.625000 Penalty: 4833.238770
	Iteration 15Q: 3 clusters Score -2094854 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2095128.750000 Penalty: 4833.238770
	Iteration 16Q: 3 clusters Score -2095129 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2095365.875000 Penalty: 4833.238770
	Iteration 17Q: 3 clusters Score -2095366 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2095582.125000 Penalty: 4833.238770
	Iteration 18Q: 3 clusters Score -2095582 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2095767.625000 Penalty: 4833.238770
	Iteration 19Q: 3 clusters Score -2095768 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2095929.375000 Penalty: 4833.238770
	Iteration 20F: 3 clusters Score -2095929 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2096043.250000 Penalty: 4833.238770
	Iteration 21Q: 3 clusters Score -2096043 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2096165.000000 Penalty: 4833.238770
	Iteration 22Q: 3 clusters Score -2096165 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2096293.375000 Penalty: 4833.238770
	Iteration 23Q: 3 clusters Score -2096293 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2096413.500000 Penalty: 4833.238770
	Iteration 24Q: 3 clusters Score -2096414 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2096503.000000 Penalty: 4833.238770
	Iteration 25Q: 3 clusters Score -2096503 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2096578.250000 Penalty: 4833.238770
	Iteration 26Q: 3 clusters Score -2096578 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2096629.125000 Penalty: 4833.238770
	Iteration 27Q: 3 clusters Score -2096629 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2096680.500000 Penalty: 4833.238770
	Iteration 28Q: 3 clusters Score -2096680 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2096723.125000 Penalty: 4833.238770
	Iteration 29Q: 3 clusters Score -2096723 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2096746.625000 Penalty: 4833.238770
	Iteration 30Q: 3 clusters Score -2096747 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2096779.375000 Penalty: 4833.238770
	Iteration 31Q: 3 clusters Score -2096779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2096807.125000 Penalty: 4833.238770
	Iteration 32Q: 3 clusters Score -2096807 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2096839.125000 Penalty: 4833.238770
	Iteration 33Q: 3 clusters Score -2096839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2096849.375000 Penalty: 4833.238770
	Iteration 34Q: 3 clusters Score -2096849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2096867.250000 Penalty: 4833.238770
	Iteration 35Q: 3 clusters Score -2096867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2096883.750000 Penalty: 4833.238770
	Iteration 36Q: 3 clusters Score -2096884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2096909.125000 Penalty: 4833.238770
	Iteration 37Q: 3 clusters Score -2096909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2096923.125000 Penalty: 4833.238770
	Iteration 38Q: 3 clusters Score -2096923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2096930.000000 Penalty: 4833.238770
	Iteration 39Q: 3 clusters Score -2096930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2096933.500000 Penalty: 4833.238770
	Iteration 40F: 3 clusters Score -2096934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2096935.375000 Penalty: 4833.238770
	Iteration 41Q: 3 clusters Score -2096935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2096940.875000 Penalty: 4833.238770
	Iteration 42Q: 3 clusters Score -2096941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2096945.500000 Penalty: 4833.238770
	Iteration 43Q: 3 clusters Score -2096946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2096950.750000 Penalty: 4833.238770
	Iteration 44Q: 3 clusters Score -2096951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2096958.625000 Penalty: 4833.238770
	Iteration 45Q: 3 clusters Score -2096959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2096969.875000 Penalty: 4833.238770
	Iteration 46Q: 3 clusters Score -2096970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2096972.000000 Penalty: 4833.238770
	Iteration 47Q: 3 clusters Score -2096972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2096973.500000 Penalty: 4833.238770
	Iteration 48Q: 3 clusters Score -2096974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2096973.000000 Penalty: 4833.238770
	Iteration 49Q: 3 clusters Score -2096973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2096977.375000 Penalty: 4833.238770
	Iteration 50Q: 3 clusters Score -2096977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2096977.875000 Penalty: 4833.238770
	Iteration 51Q: 3 clusters Score -2096978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2096978.000000 Penalty: 4833.238770
	Iteration 52Q: 3 clusters Score -2096978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2096980.250000 Penalty: 4833.238770
	Iteration 53Q: 3 clusters Score -2096980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2096984.875000 Penalty: 4833.238770
	Iteration 54Q: 3 clusters Score -2096985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2096982.625000 Penalty: 4833.238770
	Iteration 55Q: 3 clusters Score -2096983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2096981.375000 Penalty: 4833.238770
	Iteration 56Q: 3 clusters Score -2096981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2096984.750000 Penalty: 4833.238770
	Iteration 57Q: 3 clusters Score -2096985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2096983.125000 Penalty: 4833.238770
	Iteration 58Q: 3 clusters Score -2096983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2096981.875000 Penalty: 4833.238770
	Iteration 59Q: 3 clusters Score -2096982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2096984.250000 Penalty: 4833.238770
	Iteration 60F: 3 clusters Score -2096984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2096983.000000 Penalty: 4833.238770
	Iteration 61Q: 3 clusters Score -2096983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2096982.125000 Penalty: 4833.238770
	Iteration 62Q: 3 clusters Score -2096982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2096983.250000 Penalty: 4833.238770
	Iteration 63Q: 3 clusters Score -2096983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2096985.250000 Penalty: 4833.238770
	Iteration 64Q: 3 clusters Score -2096985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2096980.500000 Penalty: 4833.238770
	Iteration 65Q: 3 clusters Score -2096980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2096982.125000 Penalty: 4833.238770
	Iteration 66Q: 3 clusters Score -2096982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2096985.250000 Penalty: 4833.238770
	Iteration 67Q: 3 clusters Score -2096985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2096984.500000 Penalty: 4833.238770
	Iteration 68Q: 3 clusters Score -2096984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2096985.000000 Penalty: 4833.238770
	Iteration 69Q: 3 clusters Score -2096985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2096984.375000 Penalty: 4833.238770
	Iteration 70Q: 3 clusters Score -2096984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2096986.000000 Penalty: 4833.238770
	Iteration 71Q: 3 clusters Score -2096986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2096986.500000 Penalty: 4833.238770
	Iteration 72Q: 3 clusters Score -2096986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2096982.250000 Penalty: 4833.238770
	Iteration 73Q: 3 clusters Score -2096982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2096988.875000 Penalty: 4833.238770
	Iteration 74Q: 3 clusters Score -2096989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2096988.250000 Penalty: 4833.238770
	Iteration 75Q: 3 clusters Score -2096988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2096986.375000 Penalty: 4833.238770
	Iteration 76Q: 3 clusters Score -2096986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2096988.250000 Penalty: 4833.238770
	Iteration 77Q: 3 clusters Score -2096988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2096988.250000 Penalty: 4833.238770
	Iteration 78F: 3 clusters Score -2096988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Entering Unmasked Estep 
Score: -2446331.750000 Penalty: 2455.655518
	Iteration 0F: 2 clusters Score -2446332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2432338.000000 Penalty: 4911.311035
	Iteration 0F: 3 clusters Score -2432338 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2437040.250000 Penalty: 4911.311035
	Iteration 1F: 3 clusters Score -2437040 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2437436.000000 Penalty: 4911.311035
	Iteration 2F: 3 clusters Score -2437436 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2437797.000000 Penalty: 4911.311035
	Iteration 3Q: 3 clusters Score -2437797 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2438077.000000 Penalty: 4911.311035
	Iteration 4Q: 3 clusters Score -2438077 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2438349.500000 Penalty: 4911.311035
	Iteration 5Q: 3 clusters Score -2438350 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2438603.000000 Penalty: 4911.311035
	Iteration 6Q: 3 clusters Score -2438603 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2438886.250000 Penalty: 4911.311035
	Iteration 7Q: 3 clusters Score -2438886 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2439188.500000 Penalty: 4911.311035
	Iteration 8Q: 3 clusters Score -2439188 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2439511.750000 Penalty: 4911.311035
	Iteration 9Q: 3 clusters Score -2439512 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2439929.500000 Penalty: 4911.311035
	Iteration 10Q: 3 clusters Score -2439930 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2440421.500000 Penalty: 4911.311035
	Iteration 11Q: 3 clusters Score -2440422 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2440947.000000 Penalty: 4911.311035
	Iteration 12Q: 3 clusters Score -2440947 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2441476.250000 Penalty: 4911.311035
	Iteration 13Q: 3 clusters Score -2441476 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2441945.250000 Penalty: 4911.311035
	Iteration 14Q: 3 clusters Score -2441945 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2442375.500000 Penalty: 4911.311035
	Iteration 15Q: 3 clusters Score -2442376 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2442758.750000 Penalty: 4911.311035
	Iteration 16Q: 3 clusters Score -2442759 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2443048.250000 Penalty: 4911.311035
	Iteration 17Q: 3 clusters Score -2443048 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2443299.750000 Penalty: 4911.311035
	Iteration 18Q: 3 clusters Score -2443300 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2443526.000000 Penalty: 4911.311035
	Iteration 19Q: 3 clusters Score -2443526 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2443699.500000 Penalty: 4911.311035
	Iteration 20F: 3 clusters Score -2443700 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2443808.500000 Penalty: 4911.311035
	Iteration 21Q: 3 clusters Score -2443808 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2443890.000000 Penalty: 4911.311035
	Iteration 22Q: 3 clusters Score -2443890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2443964.000000 Penalty: 4911.311035
	Iteration 23Q: 3 clusters Score -2443964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2444014.000000 Penalty: 4911.311035
	Iteration 24Q: 3 clusters Score -2444014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2444051.000000 Penalty: 4911.311035
	Iteration 25Q: 3 clusters Score -2444051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2444076.750000 Penalty: 4911.311035
	Iteration 26Q: 3 clusters Score -2444077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2444097.750000 Penalty: 4911.311035
	Iteration 27Q: 3 clusters Score -2444098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2444120.500000 Penalty: 4911.311035
	Iteration 28Q: 3 clusters Score -2444120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2444136.250000 Penalty: 4911.311035
	Iteration 29Q: 3 clusters Score -2444136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2444142.750000 Penalty: 4911.311035
	Iteration 30Q: 3 clusters Score -2444143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2444154.500000 Penalty: 4911.311035
	Iteration 31Q: 3 clusters Score -2444154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2444160.750000 Penalty: 4911.311035
	Iteration 32Q: 3 clusters Score -2444161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2444165.500000 Penalty: 4911.311035
	Iteration 33Q: 3 clusters Score -2444166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2444167.750000 Penalty: 4911.311035
	Iteration 34Q: 3 clusters Score -2444168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2444170.000000 Penalty: 4911.311035
	Iteration 35Q: 3 clusters Score -2444170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2444171.500000 Penalty: 4911.311035
	Iteration 36Q: 3 clusters Score -2444172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2444173.500000 Penalty: 4911.311035
	Iteration 37Q: 3 clusters Score -2444174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2444173.500000 Penalty: 4911.311035
	Iteration 38F: 3 clusters Score -2444174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Entering Unmasked Estep 
Score: -1547287.875000 Penalty: 2347.565430
	Iteration 0F: 2 clusters Score -1547288 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 6381 members 
Entering Unmasked Estep 
Score: -1537764.000000 Penalty: 4695.130859
	Iteration 0F: 3 clusters Score -1537764 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1540751.750000 Penalty: 4695.130859
	Iteration 1F: 3 clusters Score -1540752 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1541192.500000 Penalty: 4695.130859
	Iteration 2F: 3 clusters Score -1541192 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1541632.750000 Penalty: 4695.130859
	Iteration 3F: 3 clusters Score -1541633 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1542058.125000 Penalty: 4695.130859
	Iteration 4F: 3 clusters Score -1542058 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1542505.125000 Penalty: 4695.130859
	Iteration 5F: 3 clusters Score -1542505 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1542899.875000 Penalty: 4695.130859
	Iteration 6Q: 3 clusters Score -1542900 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1543194.375000 Penalty: 4695.130859
	Iteration 7Q: 3 clusters Score -1543194 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1543426.875000 Penalty: 4695.130859
	Iteration 8Q: 3 clusters Score -1543427 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1543597.250000 Penalty: 4695.130859
	Iteration 9Q: 3 clusters Score -1543597 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1543730.125000 Penalty: 4695.130859
	Iteration 10Q: 3 clusters Score -1543730 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1543827.750000 Penalty: 4695.130859
	Iteration 11Q: 3 clusters Score -1543828 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1543925.250000 Penalty: 4695.130859
	Iteration 12Q: 3 clusters Score -1543925 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1544011.625000 Penalty: 4695.130859
	Iteration 13Q: 3 clusters Score -1544012 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1544081.250000 Penalty: 4695.130859
	Iteration 14Q: 3 clusters Score -1544081 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1544141.625000 Penalty: 4695.130859
	Iteration 15Q: 3 clusters Score -1544142 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1544196.875000 Penalty: 4695.130859
	Iteration 16Q: 3 clusters Score -1544197 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1544244.625000 Penalty: 4695.130859
	Iteration 17Q: 3 clusters Score -1544245 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1544278.750000 Penalty: 4695.130859
	Iteration 18Q: 3 clusters Score -1544279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1544304.875000 Penalty: 4695.130859
	Iteration 19Q: 3 clusters Score -1544305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1544345.500000 Penalty: 4695.130859
	Iteration 20F: 3 clusters Score -1544346 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1544383.375000 Penalty: 4695.130859
	Iteration 21Q: 3 clusters Score -1544383 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1544415.250000 Penalty: 4695.130859
	Iteration 22Q: 3 clusters Score -1544415 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1544458.000000 Penalty: 4695.130859
	Iteration 23Q: 3 clusters Score -1544458 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1544492.000000 Penalty: 4695.130859
	Iteration 24Q: 3 clusters Score -1544492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1544519.375000 Penalty: 4695.130859
	Iteration 25Q: 3 clusters Score -1544519 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1544553.750000 Penalty: 4695.130859
	Iteration 26Q: 3 clusters Score -1544554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1544593.000000 Penalty: 4695.130859
	Iteration 27Q: 3 clusters Score -1544593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1544622.875000 Penalty: 4695.130859
	Iteration 28Q: 3 clusters Score -1544623 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1544653.375000 Penalty: 4695.130859
	Iteration 29Q: 3 clusters Score -1544653 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1544682.000000 Penalty: 4695.130859
	Iteration 30Q: 3 clusters Score -1544682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1544715.875000 Penalty: 4695.130859
	Iteration 31Q: 3 clusters Score -1544716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1544740.000000 Penalty: 4695.130859
	Iteration 32Q: 3 clusters Score -1544740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1544772.000000 Penalty: 4695.130859
	Iteration 33Q: 3 clusters Score -1544772 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1544802.250000 Penalty: 4695.130859
	Iteration 34Q: 3 clusters Score -1544802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1544826.625000 Penalty: 4695.130859
	Iteration 35Q: 3 clusters Score -1544827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1544851.000000 Penalty: 4695.130859
	Iteration 36Q: 3 clusters Score -1544851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1544874.500000 Penalty: 4695.130859
	Iteration 37Q: 3 clusters Score -1544874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1544888.750000 Penalty: 4695.130859
	Iteration 38Q: 3 clusters Score -1544889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1544912.500000 Penalty: 4695.130859
	Iteration 39Q: 3 clusters Score -1544912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1544936.500000 Penalty: 4695.130859
	Iteration 40F: 3 clusters Score -1544936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1544954.500000 Penalty: 4695.130859
	Iteration 41Q: 3 clusters Score -1544954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1544977.875000 Penalty: 4695.130859
	Iteration 42Q: 3 clusters Score -1544978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1544994.625000 Penalty: 4695.130859
	Iteration 43Q: 3 clusters Score -1544995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1545014.125000 Penalty: 4695.130859
	Iteration 44Q: 3 clusters Score -1545014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1545039.875000 Penalty: 4695.130859
	Iteration 45Q: 3 clusters Score -1545040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1545056.750000 Penalty: 4695.130859
	Iteration 46Q: 3 clusters Score -1545057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1545073.750000 Penalty: 4695.130859
	Iteration 47Q: 3 clusters Score -1545074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1545094.750000 Penalty: 4695.130859
	Iteration 48Q: 3 clusters Score -1545095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1545109.875000 Penalty: 4695.130859
	Iteration 49Q: 3 clusters Score -1545110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1545123.125000 Penalty: 4695.130859
	Iteration 50Q: 3 clusters Score -1545123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1545136.500000 Penalty: 4695.130859
	Iteration 51Q: 3 clusters Score -1545136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1545145.750000 Penalty: 4695.130859
	Iteration 52Q: 3 clusters Score -1545146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1545159.500000 Penalty: 4695.130859
	Iteration 53Q: 3 clusters Score -1545160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1545174.250000 Penalty: 4695.130859
	Iteration 54Q: 3 clusters Score -1545174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1545193.125000 Penalty: 4695.130859
	Iteration 55Q: 3 clusters Score -1545193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1545204.750000 Penalty: 4695.130859
	Iteration 56Q: 3 clusters Score -1545205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1545218.375000 Penalty: 4695.130859
	Iteration 57Q: 3 clusters Score -1545218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1545230.750000 Penalty: 4695.130859
	Iteration 58Q: 3 clusters Score -1545231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1545246.750000 Penalty: 4695.130859
	Iteration 59Q: 3 clusters Score -1545247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1545256.625000 Penalty: 4695.130859
	Iteration 60F: 3 clusters Score -1545257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1545279.625000 Penalty: 4695.130859
	Iteration 61Q: 3 clusters Score -1545280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1545295.875000 Penalty: 4695.130859
	Iteration 62Q: 3 clusters Score -1545296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1545311.625000 Penalty: 4695.130859
	Iteration 63Q: 3 clusters Score -1545312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1545322.125000 Penalty: 4695.130859
	Iteration 64Q: 3 clusters Score -1545322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1545340.750000 Penalty: 4695.130859
	Iteration 65Q: 3 clusters Score -1545341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1545360.875000 Penalty: 4695.130859
	Iteration 66Q: 3 clusters Score -1545361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1545377.375000 Penalty: 4695.130859
	Iteration 67Q: 3 clusters Score -1545377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1545394.500000 Penalty: 4695.130859
	Iteration 68Q: 3 clusters Score -1545394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1545410.500000 Penalty: 4695.130859
	Iteration 69Q: 3 clusters Score -1545410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1545432.625000 Penalty: 4695.130859
	Iteration 70Q: 3 clusters Score -1545433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1545446.625000 Penalty: 4695.130859
	Iteration 71Q: 3 clusters Score -1545447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1545468.250000 Penalty: 4695.130859
	Iteration 72Q: 3 clusters Score -1545468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1545485.500000 Penalty: 4695.130859
	Iteration 73Q: 3 clusters Score -1545486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1545501.750000 Penalty: 4695.130859
	Iteration 74Q: 3 clusters Score -1545502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1545516.875000 Penalty: 4695.130859
	Iteration 75Q: 3 clusters Score -1545517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1545542.875000 Penalty: 4695.130859
	Iteration 76Q: 3 clusters Score -1545543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1545570.375000 Penalty: 4695.130859
	Iteration 77Q: 3 clusters Score -1545570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1545603.625000 Penalty: 4695.130859
	Iteration 78Q: 3 clusters Score -1545604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1545647.375000 Penalty: 4695.130859
	Iteration 79Q: 3 clusters Score -1545647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1545689.625000 Penalty: 4695.130859
	Iteration 80F: 3 clusters Score -1545690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1545727.625000 Penalty: 4695.130859
	Iteration 81Q: 3 clusters Score -1545728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1545757.375000 Penalty: 4695.130859
	Iteration 82Q: 3 clusters Score -1545757 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1545797.000000 Penalty: 4695.130859
	Iteration 83Q: 3 clusters Score -1545797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1545823.875000 Penalty: 4695.130859
	Iteration 84Q: 3 clusters Score -1545824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1545851.750000 Penalty: 4695.130859
	Iteration 85Q: 3 clusters Score -1545852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1545871.375000 Penalty: 4695.130859
	Iteration 86Q: 3 clusters Score -1545871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1545885.375000 Penalty: 4695.130859
	Iteration 87Q: 3 clusters Score -1545885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1545908.750000 Penalty: 4695.130859
	Iteration 88Q: 3 clusters Score -1545909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1545923.750000 Penalty: 4695.130859
	Iteration 89Q: 3 clusters Score -1545924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1545936.750000 Penalty: 4695.130859
	Iteration 90Q: 3 clusters Score -1545937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1545951.750000 Penalty: 4695.130859
	Iteration 91Q: 3 clusters Score -1545952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1545967.125000 Penalty: 4695.130859
	Iteration 92Q: 3 clusters Score -1545967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1545970.875000 Penalty: 4695.130859
	Iteration 93Q: 3 clusters Score -1545971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1545974.625000 Penalty: 4695.130859
	Iteration 94Q: 3 clusters Score -1545975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1545981.250000 Penalty: 4695.130859
	Iteration 95Q: 3 clusters Score -1545981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1545983.000000 Penalty: 4695.130859
	Iteration 96Q: 3 clusters Score -1545983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1545990.250000 Penalty: 4695.130859
	Iteration 97Q: 3 clusters Score -1545990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1545989.750000 Penalty: 4695.130859
	Iteration 98Q: 3 clusters Score -1545990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1545989.875000 Penalty: 4695.130859
	Iteration 99Q: 3 clusters Score -1545990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1545996.500000 Penalty: 4695.130859
	Iteration 100F: 3 clusters Score -1545996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1545996.750000 Penalty: 4695.130859
	Iteration 101Q: 3 clusters Score -1545997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1546001.000000 Penalty: 4695.130859
	Iteration 102Q: 3 clusters Score -1546001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1546000.750000 Penalty: 4695.130859
	Iteration 103Q: 3 clusters Score -1546001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1546009.500000 Penalty: 4695.130859
	Iteration 104Q: 3 clusters Score -1546010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1546015.000000 Penalty: 4695.130859
	Iteration 105Q: 3 clusters Score -1546015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1546012.750000 Penalty: 4695.130859
	Iteration 106Q: 3 clusters Score -1546013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1546017.625000 Penalty: 4695.130859
	Iteration 107Q: 3 clusters Score -1546018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1546018.000000 Penalty: 4695.130859
	Iteration 108Q: 3 clusters Score -1546018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1546018.000000 Penalty: 4695.130859
	Iteration 109F: 3 clusters Score -1546018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -325441.281250 Penalty: 1971.024292
	Iteration 0F: 2 clusters Score -325441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -322299.656250 Penalty: 3942.048584
	Iteration 0F: 3 clusters Score -322299.7 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -322962.218750 Penalty: 3942.048584
	Iteration 1F: 3 clusters Score -322962.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -323106.750000 Penalty: 3942.048584
	Iteration 2F: 3 clusters Score -323106.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -323206.656250 Penalty: 3942.048584
	Iteration 3Q: 3 clusters Score -323206.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -323279.343750 Penalty: 3942.048584
	Iteration 4Q: 3 clusters Score -323279.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -323330.312500 Penalty: 3942.048584
	Iteration 5Q: 3 clusters Score -323330.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -323358.875000 Penalty: 3942.048584
	Iteration 6Q: 3 clusters Score -323358.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -323379.593750 Penalty: 3942.048584
	Iteration 7Q: 3 clusters Score -323379.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -323389.906250 Penalty: 3942.048584
	Iteration 8Q: 3 clusters Score -323389.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -323398.156250 Penalty: 3942.048584
	Iteration 9Q: 3 clusters Score -323398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -323403.218750 Penalty: 3942.048584
	Iteration 10Q: 3 clusters Score -323403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -323408.750000 Penalty: 3942.048584
	Iteration 11Q: 3 clusters Score -323408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -323416.218750 Penalty: 3942.048584
	Iteration 12Q: 3 clusters Score -323416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -323418.812500 Penalty: 3942.048584
	Iteration 13Q: 3 clusters Score -323418.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -323423.437500 Penalty: 3942.048584
	Iteration 14Q: 3 clusters Score -323423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -323426.312500 Penalty: 3942.048584
	Iteration 15Q: 3 clusters Score -323426.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323427.812500 Penalty: 3942.048584
	Iteration 16Q: 3 clusters Score -323427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323431.093750 Penalty: 3942.048584
	Iteration 17Q: 3 clusters Score -323431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -323434.718750 Penalty: 3942.048584
	Iteration 18Q: 3 clusters Score -323434.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -323438.406250 Penalty: 3942.048584
	Iteration 19Q: 3 clusters Score -323438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -323441.062500 Penalty: 3942.048584
	Iteration 20F: 3 clusters Score -323441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -323443.281250 Penalty: 3942.048584
	Iteration 21Q: 3 clusters Score -323443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -323445.468750 Penalty: 3942.048584
	Iteration 22Q: 3 clusters Score -323445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -323447.312500 Penalty: 3942.048584
	Iteration 23Q: 3 clusters Score -323447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -323449.781250 Penalty: 3942.048584
	Iteration 24Q: 3 clusters Score -323449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -323452.843750 Penalty: 3942.048584
	Iteration 25Q: 3 clusters Score -323452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323457.218750 Penalty: 3942.048584
	Iteration 26Q: 3 clusters Score -323457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323459.875000 Penalty: 3942.048584
	Iteration 27Q: 3 clusters Score -323459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323464.156250 Penalty: 3942.048584
	Iteration 28Q: 3 clusters Score -323464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323467.468750 Penalty: 3942.048584
	Iteration 29Q: 3 clusters Score -323467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323468.781250 Penalty: 3942.048584
	Iteration 30Q: 3 clusters Score -323468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323469.656250 Penalty: 3942.048584
	Iteration 31Q: 3 clusters Score -323469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323471.218750 Penalty: 3942.048584
	Iteration 32Q: 3 clusters Score -323471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323474.218750 Penalty: 3942.048584
	Iteration 33Q: 3 clusters Score -323474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323474.656250 Penalty: 3942.048584
	Iteration 34Q: 3 clusters Score -323474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -323476.156250 Penalty: 3942.048584
	Iteration 35Q: 3 clusters Score -323476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -323476.906250 Penalty: 3942.048584
	Iteration 36Q: 3 clusters Score -323476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323476.718750 Penalty: 3942.048584
	Iteration 37Q: 3 clusters Score -323476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -323476.718750 Penalty: 3942.048584
	Iteration 38Q: 3 clusters Score -323476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -323476.718750 Penalty: 3942.048584
	Iteration 39F: 3 clusters Score -323476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39628.011719 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39628.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38268.605469 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38268.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38482.644531 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38482.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38642.570312 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -38642.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38855.066406 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -38855.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39045.218750 Penalty: 2965.527344
	Iteration 4F: 3 clusters Score -39045.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39209.097656 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -39209.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39554.003906 Penalty: 2965.527344
	Iteration 6F: 3 clusters Score -39554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39724.417969 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39724.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39858.242188 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39858.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39959.734375 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39959.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39990.605469 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39990.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40062.945312 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -40062.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40069.816406 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -40069.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40073.074219 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -40073.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40077.265625 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -40077.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40077.265625 Penalty: 2965.527344
	Iteration 15F: 3 clusters Score -40077.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171743 members 
Mstep: Class 4 contains 16508 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56301 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 182932 members 
Mstep: Class 11 contains 21443 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36795 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173417 members 
Mstep: Class 22 contains 17059 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12913 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 233 members 
Entering Unmasked Estep 
Score: -124230512.000000 Penalty: 92743.140625
Splitting cluster 26 changes total score from -124231976.000000 to -124230512.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171743 members 
Mstep: Class 4 contains 16508 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56301 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 182932 members 
Mstep: Class 11 contains 21443 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36795 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173417 members 
Mstep: Class 22 contains 17059 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12913 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232024.000000 Penalty: 89308.210938
Iteration 239Q: 27 clusters Score -1.24232e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171743 members 
Mstep: Class 4 contains 16508 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56302 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 182929 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36795 members 
Mstep: Class 16 contains 8784 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173414 members 
Mstep: Class 22 contains 17063 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232024.000000 Penalty: 89308.210938
Iteration 240F: 27 clusters Score -1.24232e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171742 members 
Mstep: Class 4 contains 16508 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56302 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 182930 members 
Mstep: Class 11 contains 21430 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 19034 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173413 members 
Mstep: Class 22 contains 17068 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12919 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 241Q: 27 clusters Score -1.24232e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171742 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56301 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 182933 members 
Mstep: Class 11 contains 21426 members 
Mstep: Class 12 contains 28558 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 19036 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173668 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173409 members 
Mstep: Class 22 contains 17072 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12920 members 
Mstep: Class 25 contains 2830 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 242Q: 27 clusters Score -1.24232e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171741 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56300 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 182932 members 
Mstep: Class 11 contains 21426 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173408 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12919 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231968.000000 Penalty: 89308.210938
Iteration 243Q: 27 clusters Score -1.24232e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16511 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182935 members 
Mstep: Class 11 contains 21423 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 30701 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173670 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173404 members 
Mstep: Class 22 contains 17076 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12920 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232016.000000 Penalty: 89308.210938
Iteration 244Q: 27 clusters Score -1.24232e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171739 members 
Mstep: Class 4 contains 16512 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182931 members 
Mstep: Class 11 contains 21421 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173672 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173406 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12921 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 245Q: 27 clusters Score -1.24232e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16512 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182930 members 
Mstep: Class 11 contains 21419 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19038 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173673 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173405 members 
Mstep: Class 22 contains 17078 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12922 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231920.000000 Penalty: 89308.210938
Iteration 246Q: 27 clusters Score -1.242319e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19038 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 173675 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173405 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12924 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 247Q: 27 clusters Score -1.24232e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182928 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19039 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173674 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173402 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12925 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231992.000000 Penalty: 89308.210938
Iteration 248Q: 27 clusters Score -1.24232e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 16513 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182931 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19040 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173671 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173399 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12927 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232016.000000 Penalty: 89308.210938
Iteration 249Q: 27 clusters Score -1.24232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171738 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 182931 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19040 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173672 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173400 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12930 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232032.000000 Penalty: 89308.210938
Iteration 250Q: 27 clusters Score -1.24232e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 182929 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19041 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173673 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173403 members 
Mstep: Class 22 contains 17076 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12931 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231952.000000 Penalty: 89308.210938
Iteration 251Q: 27 clusters Score -1.24232e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16507 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25741 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19042 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173672 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173407 members 
Mstep: Class 22 contains 17075 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12933 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231952.000000 Penalty: 89308.210938
Iteration 252Q: 27 clusters Score -1.24232e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171737 members 
Mstep: Class 4 contains 16506 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25741 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 19041 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173673 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173407 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 253Q: 27 clusters Score -1.24232e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171739 members 
Mstep: Class 4 contains 16504 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25740 members 
Mstep: Class 10 contains 182924 members 
Mstep: Class 11 contains 21419 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19042 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173674 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173407 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12934 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231992.000000 Penalty: 89308.210938
Iteration 254Q: 27 clusters Score -1.24232e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171738 members 
Mstep: Class 4 contains 16503 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25738 members 
Mstep: Class 10 contains 182923 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19044 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173675 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173408 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12934 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 255Q: 27 clusters Score -1.24232e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171737 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25736 members 
Mstep: Class 10 contains 182923 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173675 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173409 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231944.000000 Penalty: 89308.210938
Iteration 256Q: 27 clusters Score -1.242319e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25735 members 
Mstep: Class 10 contains 182924 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173673 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173408 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231968.000000 Penalty: 89308.210938
Iteration 257Q: 27 clusters Score -1.24232e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171737 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25736 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19050 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173671 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173407 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 258Q: 27 clusters Score -1.24232e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171737 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25736 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19050 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173670 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173407 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231992.000000 Penalty: 89308.210938
Iteration 259Q: 27 clusters Score -1.24232e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171737 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25735 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19050 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173670 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173408 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 260F: 27 clusters Score -1.24232e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171737 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25734 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36793 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173670 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173407 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232008.000000 Penalty: 89308.210938
Iteration 261Q: 27 clusters Score -1.24232e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25737 members 
Mstep: Class 10 contains 182925 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36792 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173408 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231944.000000 Penalty: 89308.210938
Iteration 262Q: 27 clusters Score -1.242319e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25736 members 
Mstep: Class 10 contains 182925 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19055 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173408 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231968.000000 Penalty: 89308.210938
Iteration 263Q: 27 clusters Score -1.24232e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25734 members 
Mstep: Class 10 contains 182925 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36790 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173409 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231968.000000 Penalty: 89308.210938
Iteration 264Q: 27 clusters Score -1.24232e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25733 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 36790 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173411 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231992.000000 Penalty: 89308.210938
Iteration 265Q: 27 clusters Score -1.24232e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16502 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25732 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30698 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19056 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173668 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173412 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231984.000000 Penalty: 89308.210938
Iteration 266Q: 27 clusters Score -1.24232e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25732 members 
Mstep: Class 10 contains 182926 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30697 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173413 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231960.000000 Penalty: 89308.210938
Iteration 267Q: 27 clusters Score -1.24232e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171735 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25731 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30697 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19058 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173413 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 268Q: 27 clusters Score -1.24232e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171735 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 25731 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30697 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19058 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173413 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231976.000000 Penalty: 89308.210938
Iteration 269F: 27 clusters Score -1.24232e+08 nChanged 0
Entering ConstructFrom: 
Score: -124231976.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -684447.000000 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -684447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -679464.812500 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -679464.8 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -680648.250000 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -680648.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -680863.750000 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -680863.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -681014.750000 Penalty: 4295.571777
	Iteration 3F: 3 clusters Score -681014.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -681126.750000 Penalty: 4295.571777
	Iteration 4Q: 3 clusters Score -681126.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -681213.250000 Penalty: 4295.571777
	Iteration 5Q: 3 clusters Score -681213.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -681289.625000 Penalty: 4295.571777
	Iteration 6Q: 3 clusters Score -681289.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -681356.687500 Penalty: 4295.571777
	Iteration 7Q: 3 clusters Score -681356.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -681421.812500 Penalty: 4295.571777
	Iteration 8Q: 3 clusters Score -681421.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -681471.312500 Penalty: 4295.571777
	Iteration 9Q: 3 clusters Score -681471.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -681510.250000 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -681510.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -681561.562500 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -681561.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -681618.750000 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -681618.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -681672.062500 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -681672.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -681715.187500 Penalty: 4295.571777
	Iteration 14Q: 3 clusters Score -681715.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -681774.500000 Penalty: 4295.571777
	Iteration 15Q: 3 clusters Score -681774.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -681853.687500 Penalty: 4295.571777
	Iteration 16Q: 3 clusters Score -681853.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -681936.687500 Penalty: 4295.571777
	Iteration 17Q: 3 clusters Score -681936.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -682009.312500 Penalty: 4295.571777
	Iteration 18Q: 3 clusters Score -682009.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -682079.000000 Penalty: 4295.571777
	Iteration 19Q: 3 clusters Score -682079 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -682151.687500 Penalty: 4295.571777
	Iteration 20F: 3 clusters Score -682151.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -682227.375000 Penalty: 4295.571777
	Iteration 21Q: 3 clusters Score -682227.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -682295.812500 Penalty: 4295.571777
	Iteration 22Q: 3 clusters Score -682295.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -682352.625000 Penalty: 4295.571777
	Iteration 23Q: 3 clusters Score -682352.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -682408.937500 Penalty: 4295.571777
	Iteration 24Q: 3 clusters Score -682408.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -682468.625000 Penalty: 4295.571777
	Iteration 25Q: 3 clusters Score -682468.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -682503.375000 Penalty: 4295.571777
	Iteration 26Q: 3 clusters Score -682503.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -682531.312500 Penalty: 4295.571777
	Iteration 27Q: 3 clusters Score -682531.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -682551.125000 Penalty: 4295.571777
	Iteration 28Q: 3 clusters Score -682551.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -682568.625000 Penalty: 4295.571777
	Iteration 29Q: 3 clusters Score -682568.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -682590.125000 Penalty: 4295.571777
	Iteration 30Q: 3 clusters Score -682590.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -682598.062500 Penalty: 4295.571777
	Iteration 31Q: 3 clusters Score -682598.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -682605.062500 Penalty: 4295.571777
	Iteration 32Q: 3 clusters Score -682605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -682615.500000 Penalty: 4295.571777
	Iteration 33Q: 3 clusters Score -682615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -682622.937500 Penalty: 4295.571777
	Iteration 34Q: 3 clusters Score -682622.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -682630.187500 Penalty: 4295.571777
	Iteration 35Q: 3 clusters Score -682630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -682634.312500 Penalty: 4295.571777
	Iteration 36Q: 3 clusters Score -682634.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -682643.312500 Penalty: 4295.571777
	Iteration 37Q: 3 clusters Score -682643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -682646.312500 Penalty: 4295.571777
	Iteration 38Q: 3 clusters Score -682646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -682651.250000 Penalty: 4295.571777
	Iteration 39Q: 3 clusters Score -682651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -682655.500000 Penalty: 4295.571777
	Iteration 40F: 3 clusters Score -682655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -682662.000000 Penalty: 4295.571777
	Iteration 41Q: 3 clusters Score -682662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -682664.062500 Penalty: 4295.571777
	Iteration 42Q: 3 clusters Score -682664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -682668.687500 Penalty: 4295.571777
	Iteration 43Q: 3 clusters Score -682668.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -682672.000000 Penalty: 4295.571777
	Iteration 44Q: 3 clusters Score -682672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -682673.437500 Penalty: 4295.571777
	Iteration 45Q: 3 clusters Score -682673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -682674.625000 Penalty: 4295.571777
	Iteration 46Q: 3 clusters Score -682674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -682674.000000 Penalty: 4295.571777
	Iteration 47Q: 3 clusters Score -682674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -682676.000000 Penalty: 4295.571777
	Iteration 48Q: 3 clusters Score -682676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -682675.937500 Penalty: 4295.571777
	Iteration 49Q: 3 clusters Score -682675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -682676.750000 Penalty: 4295.571777
	Iteration 50Q: 3 clusters Score -682676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -682676.812500 Penalty: 4295.571777
	Iteration 51Q: 3 clusters Score -682676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -682677.062500 Penalty: 4295.571777
	Iteration 52Q: 3 clusters Score -682677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -682678.500000 Penalty: 4295.571777
	Iteration 53Q: 3 clusters Score -682678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -682679.937500 Penalty: 4295.571777
	Iteration 54Q: 3 clusters Score -682679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -682680.750000 Penalty: 4295.571777
	Iteration 55Q: 3 clusters Score -682680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -682682.062500 Penalty: 4295.571777
	Iteration 56Q: 3 clusters Score -682682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -682683.125000 Penalty: 4295.571777
	Iteration 57Q: 3 clusters Score -682683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -682684.812500 Penalty: 4295.571777
	Iteration 58Q: 3 clusters Score -682684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -682684.875000 Penalty: 4295.571777
	Iteration 59Q: 3 clusters Score -682684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -682685.875000 Penalty: 4295.571777
	Iteration 60F: 3 clusters Score -682685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -682687.437500 Penalty: 4295.571777
	Iteration 61Q: 3 clusters Score -682687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -682687.687500 Penalty: 4295.571777
	Iteration 62Q: 3 clusters Score -682687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -682688.437500 Penalty: 4295.571777
	Iteration 63Q: 3 clusters Score -682688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -682690.312500 Penalty: 4295.571777
	Iteration 64Q: 3 clusters Score -682690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -682690.562500 Penalty: 4295.571777
	Iteration 65Q: 3 clusters Score -682690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -682692.250000 Penalty: 4295.571777
	Iteration 66Q: 3 clusters Score -682692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -682694.437500 Penalty: 4295.571777
	Iteration 67Q: 3 clusters Score -682694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -682697.000000 Penalty: 4295.571777
	Iteration 68Q: 3 clusters Score -682697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -682696.812500 Penalty: 4295.571777
	Iteration 69Q: 3 clusters Score -682696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -682697.187500 Penalty: 4295.571777
	Iteration 70Q: 3 clusters Score -682697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -682697.312500 Penalty: 4295.571777
	Iteration 71Q: 3 clusters Score -682697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -682696.562500 Penalty: 4295.571777
	Iteration 72Q: 3 clusters Score -682696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -682700.187500 Penalty: 4295.571777
	Iteration 73Q: 3 clusters Score -682700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -682700.187500 Penalty: 4295.571777
	Iteration 74F: 3 clusters Score -682700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -601859.750000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -601859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -597316.562500 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -597316.6 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -598419.250000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -598419.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -598675.062500 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -598675.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -598849.750000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -598849.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -598977.250000 Penalty: 4220.843750
	Iteration 4Q: 3 clusters Score -598977.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -599109.062500 Penalty: 4220.843750
	Iteration 5Q: 3 clusters Score -599109.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -599221.375000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -599221.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -599319.562500 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -599319.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -599415.250000 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -599415.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -599503.687500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -599503.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -599591.125000 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -599591.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -599692.437500 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -599692.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -599801.312500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -599801.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -599923.312500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -599923.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -600022.500000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -600022.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -600100.062500 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -600100.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -600160.625000 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -600160.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -600223.437500 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -600223.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -600257.125000 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -600257.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -600280.875000 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -600280.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -600299.812500 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -600299.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -600312.750000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -600312.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -600321.312500 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -600321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -600329.500000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -600329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -600332.312500 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -600332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -600336.625000 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -600336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -600340.437500 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -600340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -600341.687500 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -600341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -600342.375000 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -600342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -600343.187500 Penalty: 4220.843750
	Iteration 29Q: 3 clusters Score -600343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -600345.125000 Penalty: 4220.843750
	Iteration 30Q: 3 clusters Score -600345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -600345.812500 Penalty: 4220.843750
	Iteration 31Q: 3 clusters Score -600345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -600345.812500 Penalty: 4220.843750
	Iteration 32F: 3 clusters Score -600345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171735 members 
Entering Unmasked Estep 
Score: -20912114.000000 Penalty: 2989.319580
	Iteration 0F: 2 clusters Score -2.091211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -20798412.000000 Penalty: 5978.639160
	Iteration 0F: 3 clusters Score -2.079841e+07 nChanged 82745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -20847200.000000 Penalty: 5978.639160
	Iteration 1F: 3 clusters Score -2.08472e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 85375 members 
Entering Unmasked Estep 
Score: -20848870.000000 Penalty: 5978.639160
	Iteration 2Q: 3 clusters Score -2.084887e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -20851134.000000 Penalty: 5978.639160
	Iteration 3Q: 3 clusters Score -2.085113e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -20854072.000000 Penalty: 5978.639160
	Iteration 4Q: 3 clusters Score -2.085407e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -20857826.000000 Penalty: 5978.639160
	Iteration 5Q: 3 clusters Score -2.085783e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -20861692.000000 Penalty: 5978.639160
	Iteration 6F: 3 clusters Score -2.086169e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -20865468.000000 Penalty: 5978.639160
	Iteration 7F: 3 clusters Score -2.086547e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -20868642.000000 Penalty: 5978.639160
	Iteration 8Q: 3 clusters Score -2.086864e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 88645 members 
Entering Unmasked Estep 
Score: -20871376.000000 Penalty: 5978.639160
	Iteration 9Q: 3 clusters Score -2.087138e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -20873306.000000 Penalty: 5978.639160
	Iteration 10Q: 3 clusters Score -2.087331e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -20874996.000000 Penalty: 5978.639160
	Iteration 11Q: 3 clusters Score -2.0875e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -20876508.000000 Penalty: 5978.639160
	Iteration 12Q: 3 clusters Score -2.087651e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -20877736.000000 Penalty: 5978.639160
	Iteration 13Q: 3 clusters Score -2.087774e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -20879140.000000 Penalty: 5978.639160
	Iteration 14Q: 3 clusters Score -2.087914e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -20880704.000000 Penalty: 5978.639160
	Iteration 15Q: 3 clusters Score -2.08807e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -20882504.000000 Penalty: 5978.639160
	Iteration 16Q: 3 clusters Score -2.08825e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -20884578.000000 Penalty: 5978.639160
	Iteration 17Q: 3 clusters Score -2.088458e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116772 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -20887164.000000 Penalty: 5978.639160
	Iteration 18Q: 3 clusters Score -2.088716e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123630 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -20890156.000000 Penalty: 5978.639160
	Iteration 19Q: 3 clusters Score -2.089016e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130793 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -20893328.000000 Penalty: 5978.639160
	Iteration 20F: 3 clusters Score -2.089333e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -20896686.000000 Penalty: 5978.639160
	Iteration 21Q: 3 clusters Score -2.089669e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -20899846.000000 Penalty: 5978.639160
	Iteration 22Q: 3 clusters Score -2.089985e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150382 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -20902638.000000 Penalty: 5978.639160
	Iteration 23Q: 3 clusters Score -2.090264e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155295 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -20904842.000000 Penalty: 5978.639160
	Iteration 24Q: 3 clusters Score -2.090484e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159271 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -20906436.000000 Penalty: 5978.639160
	Iteration 25Q: 3 clusters Score -2.090644e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162232 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -20907440.000000 Penalty: 5978.639160
	Iteration 26Q: 3 clusters Score -2.090744e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -20908220.000000 Penalty: 5978.639160
	Iteration 27Q: 3 clusters Score -2.090822e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -20908710.000000 Penalty: 5978.639160
	Iteration 28Q: 3 clusters Score -2.090871e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -20909084.000000 Penalty: 5978.639160
	Iteration 29Q: 3 clusters Score -2.090908e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167595 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -20909274.000000 Penalty: 5978.639160
	Iteration 30Q: 3 clusters Score -2.090927e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -20909456.000000 Penalty: 5978.639160
	Iteration 31Q: 3 clusters Score -2.090946e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168468 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20909608.000000 Penalty: 5978.639160
	Iteration 32Q: 3 clusters Score -2.090961e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20909742.000000 Penalty: 5978.639160
	Iteration 33Q: 3 clusters Score -2.090974e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168956 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -20909794.000000 Penalty: 5978.639160
	Iteration 34Q: 3 clusters Score -2.090979e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169139 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -20909864.000000 Penalty: 5978.639160
	Iteration 35Q: 3 clusters Score -2.090986e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20909908.000000 Penalty: 5978.639160
	Iteration 36Q: 3 clusters Score -2.090991e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -20909934.000000 Penalty: 5978.639160
	Iteration 37Q: 3 clusters Score -2.090993e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169493 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20909952.000000 Penalty: 5978.639160
	Iteration 38Q: 3 clusters Score -2.090995e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169569 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20909982.000000 Penalty: 5978.639160
	Iteration 39Q: 3 clusters Score -2.090998e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -20910026.000000 Penalty: 5978.639160
	Iteration 40F: 3 clusters Score -2.091003e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169711 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20910036.000000 Penalty: 5978.639160
	Iteration 41Q: 3 clusters Score -2.091004e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169767 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -20910058.000000 Penalty: 5978.639160
	Iteration 42Q: 3 clusters Score -2.091006e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169800 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -20910076.000000 Penalty: 5978.639160
	Iteration 43Q: 3 clusters Score -2.091008e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -20910104.000000 Penalty: 5978.639160
	Iteration 44Q: 3 clusters Score -2.09101e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169869 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -20910090.000000 Penalty: 5978.639160
	Iteration 45Q: 3 clusters Score -2.091009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169883 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -20910094.000000 Penalty: 5978.639160
	Iteration 46Q: 3 clusters Score -2.091009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20910098.000000 Penalty: 5978.639160
	Iteration 47Q: 3 clusters Score -2.09101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169911 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20910076.000000 Penalty: 5978.639160
	Iteration 48Q: 3 clusters Score -2.091008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -20910088.000000 Penalty: 5978.639160
	Iteration 49Q: 3 clusters Score -2.091009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169932 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -20910078.000000 Penalty: 5978.639160
	Iteration 50Q: 3 clusters Score -2.091008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169937 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -20910076.000000 Penalty: 5978.639160
	Iteration 51Q: 3 clusters Score -2.091008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20910066.000000 Penalty: 5978.639160
	Iteration 52Q: 3 clusters Score -2.091007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169954 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -20910078.000000 Penalty: 5978.639160
	Iteration 53Q: 3 clusters Score -2.091008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169958 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20910094.000000 Penalty: 5978.639160
	Iteration 54Q: 3 clusters Score -2.091009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169960 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -20910102.000000 Penalty: 5978.639160
	Iteration 55Q: 3 clusters Score -2.09101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169971 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20910106.000000 Penalty: 5978.639160
	Iteration 56Q: 3 clusters Score -2.091011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -20910120.000000 Penalty: 5978.639160
	Iteration 57Q: 3 clusters Score -2.091012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169985 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -20910128.000000 Penalty: 5978.639160
	Iteration 58Q: 3 clusters Score -2.091013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169990 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -20910116.000000 Penalty: 5978.639160
	Iteration 59Q: 3 clusters Score -2.091012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170004 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20910116.000000 Penalty: 5978.639160
	Iteration 60F: 3 clusters Score -2.091012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170016 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20910116.000000 Penalty: 5978.639160
	Iteration 61Q: 3 clusters Score -2.091012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170027 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -20910140.000000 Penalty: 5978.639160
	Iteration 62Q: 3 clusters Score -2.091014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20910126.000000 Penalty: 5978.639160
	Iteration 63Q: 3 clusters Score -2.091013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -20910120.000000 Penalty: 5978.639160
	Iteration 64Q: 3 clusters Score -2.091012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170042 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -20910124.000000 Penalty: 5978.639160
	Iteration 65Q: 3 clusters Score -2.091012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20910128.000000 Penalty: 5978.639160
	Iteration 66Q: 3 clusters Score -2.091013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20910128.000000 Penalty: 5978.639160
	Iteration 67F: 3 clusters Score -2.091013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Entering Unmasked Estep 
Score: -1963116.625000 Penalty: 2408.371582
	Iteration 0F: 2 clusters Score -1963117 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 8263 members 
Entering Unmasked Estep 
Score: -1951244.250000 Penalty: 4816.743164
	Iteration 0F: 3 clusters Score -1951244 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1955236.500000 Penalty: 4816.743164
	Iteration 1F: 3 clusters Score -1955236 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1955887.875000 Penalty: 4816.743164
	Iteration 2F: 3 clusters Score -1955888 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1956465.750000 Penalty: 4816.743164
	Iteration 3F: 3 clusters Score -1956466 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1956998.000000 Penalty: 4816.743164
	Iteration 4F: 3 clusters Score -1956998 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1957497.125000 Penalty: 4816.743164
	Iteration 5F: 3 clusters Score -1957497 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1957955.625000 Penalty: 4816.743164
	Iteration 6F: 3 clusters Score -1957956 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1958389.250000 Penalty: 4816.743164
	Iteration 7Q: 3 clusters Score -1958389 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1958831.375000 Penalty: 4816.743164
	Iteration 8Q: 3 clusters Score -1958831 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1959305.000000 Penalty: 4816.743164
	Iteration 9Q: 3 clusters Score -1959305 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1959738.375000 Penalty: 4816.743164
	Iteration 10Q: 3 clusters Score -1959738 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1960122.250000 Penalty: 4816.743164
	Iteration 11Q: 3 clusters Score -1960122 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1960420.125000 Penalty: 4816.743164
	Iteration 12Q: 3 clusters Score -1960420 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1960649.875000 Penalty: 4816.743164
	Iteration 13Q: 3 clusters Score -1960650 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1960855.875000 Penalty: 4816.743164
	Iteration 14Q: 3 clusters Score -1960856 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1961024.375000 Penalty: 4816.743164
	Iteration 15Q: 3 clusters Score -1961024 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1961179.625000 Penalty: 4816.743164
	Iteration 16Q: 3 clusters Score -1961180 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1961318.250000 Penalty: 4816.743164
	Iteration 17Q: 3 clusters Score -1961318 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1961425.250000 Penalty: 4816.743164
	Iteration 18Q: 3 clusters Score -1961425 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1961513.125000 Penalty: 4816.743164
	Iteration 19Q: 3 clusters Score -1961513 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1961601.000000 Penalty: 4816.743164
	Iteration 20F: 3 clusters Score -1961601 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1961689.125000 Penalty: 4816.743164
	Iteration 21Q: 3 clusters Score -1961689 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1961776.750000 Penalty: 4816.743164
	Iteration 22Q: 3 clusters Score -1961777 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1961874.500000 Penalty: 4816.743164
	Iteration 23Q: 3 clusters Score -1961874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1961972.500000 Penalty: 4816.743164
	Iteration 24Q: 3 clusters Score -1961972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1962070.250000 Penalty: 4816.743164
	Iteration 25Q: 3 clusters Score -1962070 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1962141.250000 Penalty: 4816.743164
	Iteration 26Q: 3 clusters Score -1962141 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1962222.750000 Penalty: 4816.743164
	Iteration 27Q: 3 clusters Score -1962223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1962282.375000 Penalty: 4816.743164
	Iteration 28Q: 3 clusters Score -1962282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1962337.250000 Penalty: 4816.743164
	Iteration 29Q: 3 clusters Score -1962337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1962360.625000 Penalty: 4816.743164
	Iteration 30Q: 3 clusters Score -1962361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1962386.000000 Penalty: 4816.743164
	Iteration 31Q: 3 clusters Score -1962386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1962400.375000 Penalty: 4816.743164
	Iteration 32Q: 3 clusters Score -1962400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1962409.375000 Penalty: 4816.743164
	Iteration 33Q: 3 clusters Score -1962409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1962420.000000 Penalty: 4816.743164
	Iteration 34Q: 3 clusters Score -1962420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1962424.625000 Penalty: 4816.743164
	Iteration 35Q: 3 clusters Score -1962425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1962431.250000 Penalty: 4816.743164
	Iteration 36Q: 3 clusters Score -1962431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1962436.750000 Penalty: 4816.743164
	Iteration 37Q: 3 clusters Score -1962437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1962446.750000 Penalty: 4816.743164
	Iteration 38Q: 3 clusters Score -1962447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1962447.500000 Penalty: 4816.743164
	Iteration 39Q: 3 clusters Score -1962448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1962451.375000 Penalty: 4816.743164
	Iteration 40F: 3 clusters Score -1962451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1962453.625000 Penalty: 4816.743164
	Iteration 41Q: 3 clusters Score -1962454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1962454.250000 Penalty: 4816.743164
	Iteration 42Q: 3 clusters Score -1962454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1962456.625000 Penalty: 4816.743164
	Iteration 43Q: 3 clusters Score -1962457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1962456.250000 Penalty: 4816.743164
	Iteration 44Q: 3 clusters Score -1962456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1962461.375000 Penalty: 4816.743164
	Iteration 45Q: 3 clusters Score -1962461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1962464.750000 Penalty: 4816.743164
	Iteration 46Q: 3 clusters Score -1962465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1962461.000000 Penalty: 4816.743164
	Iteration 47Q: 3 clusters Score -1962461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1962463.375000 Penalty: 4816.743164
	Iteration 48Q: 3 clusters Score -1962463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1962461.125000 Penalty: 4816.743164
	Iteration 49Q: 3 clusters Score -1962461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1962463.875000 Penalty: 4816.743164
	Iteration 50Q: 3 clusters Score -1962464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1962466.125000 Penalty: 4816.743164
	Iteration 51Q: 3 clusters Score -1962466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1962467.500000 Penalty: 4816.743164
	Iteration 52Q: 3 clusters Score -1962468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1962466.750000 Penalty: 4816.743164
	Iteration 53Q: 3 clusters Score -1962467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1962466.750000 Penalty: 4816.743164
	Iteration 54F: 3 clusters Score -1962467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1218630.000000 Penalty: 2283.195312
	Iteration 0F: 2 clusters Score -1218630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1210986.250000 Penalty: 4566.390625
	Iteration 0F: 3 clusters Score -1210986 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1213371.250000 Penalty: 4566.390625
	Iteration 1F: 3 clusters Score -1213371 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1213692.500000 Penalty: 4566.390625
	Iteration 2F: 3 clusters Score -1213692 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1213935.500000 Penalty: 4566.390625
	Iteration 3F: 3 clusters Score -1213936 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1214110.250000 Penalty: 4566.390625
	Iteration 4Q: 3 clusters Score -1214110 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1214230.250000 Penalty: 4566.390625
	Iteration 5Q: 3 clusters Score -1214230 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1214350.750000 Penalty: 4566.390625
	Iteration 6Q: 3 clusters Score -1214351 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1214437.750000 Penalty: 4566.390625
	Iteration 7Q: 3 clusters Score -1214438 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1214522.250000 Penalty: 4566.390625
	Iteration 8Q: 3 clusters Score -1214522 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1214591.875000 Penalty: 4566.390625
	Iteration 9Q: 3 clusters Score -1214592 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1214649.375000 Penalty: 4566.390625
	Iteration 10Q: 3 clusters Score -1214649 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1214720.750000 Penalty: 4566.390625
	Iteration 11Q: 3 clusters Score -1214721 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1214797.000000 Penalty: 4566.390625
	Iteration 12Q: 3 clusters Score -1214797 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1214879.000000 Penalty: 4566.390625
	Iteration 13Q: 3 clusters Score -1214879 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1214962.875000 Penalty: 4566.390625
	Iteration 14Q: 3 clusters Score -1214963 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1215044.875000 Penalty: 4566.390625
	Iteration 15Q: 3 clusters Score -1215045 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1215139.750000 Penalty: 4566.390625
	Iteration 16Q: 3 clusters Score -1215140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1215227.125000 Penalty: 4566.390625
	Iteration 17Q: 3 clusters Score -1215227 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1215315.750000 Penalty: 4566.390625
	Iteration 18Q: 3 clusters Score -1215316 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1215399.250000 Penalty: 4566.390625
	Iteration 19Q: 3 clusters Score -1215399 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1215472.000000 Penalty: 4566.390625
	Iteration 20F: 3 clusters Score -1215472 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1215541.750000 Penalty: 4566.390625
	Iteration 21Q: 3 clusters Score -1215542 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1215606.375000 Penalty: 4566.390625
	Iteration 22Q: 3 clusters Score -1215606 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1215674.750000 Penalty: 4566.390625
	Iteration 23Q: 3 clusters Score -1215675 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1215730.875000 Penalty: 4566.390625
	Iteration 24Q: 3 clusters Score -1215731 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1215775.375000 Penalty: 4566.390625
	Iteration 25Q: 3 clusters Score -1215775 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1215807.000000 Penalty: 4566.390625
	Iteration 26Q: 3 clusters Score -1215807 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1215849.625000 Penalty: 4566.390625
	Iteration 27Q: 3 clusters Score -1215850 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1215884.000000 Penalty: 4566.390625
	Iteration 28Q: 3 clusters Score -1215884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1215913.750000 Penalty: 4566.390625
	Iteration 29Q: 3 clusters Score -1215914 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1215945.000000 Penalty: 4566.390625
	Iteration 30Q: 3 clusters Score -1215945 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1215969.500000 Penalty: 4566.390625
	Iteration 31Q: 3 clusters Score -1215970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1215992.250000 Penalty: 4566.390625
	Iteration 32Q: 3 clusters Score -1215992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1216007.625000 Penalty: 4566.390625
	Iteration 33Q: 3 clusters Score -1216008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1216029.000000 Penalty: 4566.390625
	Iteration 34Q: 3 clusters Score -1216029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1216048.250000 Penalty: 4566.390625
	Iteration 35Q: 3 clusters Score -1216048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1216060.250000 Penalty: 4566.390625
	Iteration 36Q: 3 clusters Score -1216060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1216065.625000 Penalty: 4566.390625
	Iteration 37Q: 3 clusters Score -1216066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1216087.000000 Penalty: 4566.390625
	Iteration 38Q: 3 clusters Score -1216087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1216095.750000 Penalty: 4566.390625
	Iteration 39Q: 3 clusters Score -1216096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1216113.000000 Penalty: 4566.390625
	Iteration 40F: 3 clusters Score -1216113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1216128.625000 Penalty: 4566.390625
	Iteration 41Q: 3 clusters Score -1216129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1216138.625000 Penalty: 4566.390625
	Iteration 42Q: 3 clusters Score -1216139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1216153.000000 Penalty: 4566.390625
	Iteration 43Q: 3 clusters Score -1216153 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1216163.625000 Penalty: 4566.390625
	Iteration 44Q: 3 clusters Score -1216164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1216180.250000 Penalty: 4566.390625
	Iteration 45Q: 3 clusters Score -1216180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1216190.125000 Penalty: 4566.390625
	Iteration 46Q: 3 clusters Score -1216190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1216205.125000 Penalty: 4566.390625
	Iteration 47Q: 3 clusters Score -1216205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1216214.875000 Penalty: 4566.390625
	Iteration 48Q: 3 clusters Score -1216215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1216228.125000 Penalty: 4566.390625
	Iteration 49Q: 3 clusters Score -1216228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1216237.500000 Penalty: 4566.390625
	Iteration 50Q: 3 clusters Score -1216238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1216248.750000 Penalty: 4566.390625
	Iteration 51Q: 3 clusters Score -1216249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1216264.250000 Penalty: 4566.390625
	Iteration 52Q: 3 clusters Score -1216264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1216277.875000 Penalty: 4566.390625
	Iteration 53Q: 3 clusters Score -1216278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1216290.750000 Penalty: 4566.390625
	Iteration 54Q: 3 clusters Score -1216291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1216302.875000 Penalty: 4566.390625
	Iteration 55Q: 3 clusters Score -1216303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1216314.750000 Penalty: 4566.390625
	Iteration 56Q: 3 clusters Score -1216315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1216328.125000 Penalty: 4566.390625
	Iteration 57Q: 3 clusters Score -1216328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1216339.500000 Penalty: 4566.390625
	Iteration 58Q: 3 clusters Score -1216340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1216354.625000 Penalty: 4566.390625
	Iteration 59Q: 3 clusters Score -1216355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1216370.875000 Penalty: 4566.390625
	Iteration 60F: 3 clusters Score -1216371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1216382.125000 Penalty: 4566.390625
	Iteration 61Q: 3 clusters Score -1216382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1216390.250000 Penalty: 4566.390625
	Iteration 62Q: 3 clusters Score -1216390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1216397.750000 Penalty: 4566.390625
	Iteration 63Q: 3 clusters Score -1216398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1216405.750000 Penalty: 4566.390625
	Iteration 64Q: 3 clusters Score -1216406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1216411.750000 Penalty: 4566.390625
	Iteration 65Q: 3 clusters Score -1216412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1216417.250000 Penalty: 4566.390625
	Iteration 66Q: 3 clusters Score -1216417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1216426.375000 Penalty: 4566.390625
	Iteration 67Q: 3 clusters Score -1216426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1216427.500000 Penalty: 4566.390625
	Iteration 68Q: 3 clusters Score -1216428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1216430.625000 Penalty: 4566.390625
	Iteration 69Q: 3 clusters Score -1216431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1216433.500000 Penalty: 4566.390625
	Iteration 70Q: 3 clusters Score -1216434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1216436.625000 Penalty: 4566.390625
	Iteration 71Q: 3 clusters Score -1216437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1216440.125000 Penalty: 4566.390625
	Iteration 72Q: 3 clusters Score -1216440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1216444.000000 Penalty: 4566.390625
	Iteration 73Q: 3 clusters Score -1216444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1216448.625000 Penalty: 4566.390625
	Iteration 74Q: 3 clusters Score -1216449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1216452.500000 Penalty: 4566.390625
	Iteration 75Q: 3 clusters Score -1216452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1216459.625000 Penalty: 4566.390625
	Iteration 76Q: 3 clusters Score -1216460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1216465.625000 Penalty: 4566.390625
	Iteration 77Q: 3 clusters Score -1216466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1216478.125000 Penalty: 4566.390625
	Iteration 78Q: 3 clusters Score -1216478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1216489.875000 Penalty: 4566.390625
	Iteration 79Q: 3 clusters Score -1216490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1216497.875000 Penalty: 4566.390625
	Iteration 80F: 3 clusters Score -1216498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1216507.125000 Penalty: 4566.390625
	Iteration 81Q: 3 clusters Score -1216507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1216516.750000 Penalty: 4566.390625
	Iteration 82Q: 3 clusters Score -1216517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1216522.500000 Penalty: 4566.390625
	Iteration 83Q: 3 clusters Score -1216522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1216531.125000 Penalty: 4566.390625
	Iteration 84Q: 3 clusters Score -1216531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1216535.375000 Penalty: 4566.390625
	Iteration 85Q: 3 clusters Score -1216535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1216535.500000 Penalty: 4566.390625
	Iteration 86Q: 3 clusters Score -1216536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1216540.000000 Penalty: 4566.390625
	Iteration 87Q: 3 clusters Score -1216540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1216546.000000 Penalty: 4566.390625
	Iteration 88Q: 3 clusters Score -1216546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1216552.000000 Penalty: 4566.390625
	Iteration 89Q: 3 clusters Score -1216552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1216552.875000 Penalty: 4566.390625
	Iteration 90Q: 3 clusters Score -1216553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1216554.250000 Penalty: 4566.390625
	Iteration 91Q: 3 clusters Score -1216554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1216556.000000 Penalty: 4566.390625
	Iteration 92Q: 3 clusters Score -1216556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1216554.750000 Penalty: 4566.390625
	Iteration 93Q: 3 clusters Score -1216555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1216559.750000 Penalty: 4566.390625
	Iteration 94Q: 3 clusters Score -1216560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1216560.500000 Penalty: 4566.390625
	Iteration 95Q: 3 clusters Score -1216560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1216565.000000 Penalty: 4566.390625
	Iteration 96Q: 3 clusters Score -1216565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1216570.375000 Penalty: 4566.390625
	Iteration 97Q: 3 clusters Score -1216570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1216576.125000 Penalty: 4566.390625
	Iteration 98Q: 3 clusters Score -1216576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1216578.875000 Penalty: 4566.390625
	Iteration 99Q: 3 clusters Score -1216579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1216581.875000 Penalty: 4566.390625
	Iteration 100F: 3 clusters Score -1216582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1216583.125000 Penalty: 4566.390625
	Iteration 101Q: 3 clusters Score -1216583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1216587.500000 Penalty: 4566.390625
	Iteration 102Q: 3 clusters Score -1216588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1216593.375000 Penalty: 4566.390625
	Iteration 103Q: 3 clusters Score -1216593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1216597.750000 Penalty: 4566.390625
	Iteration 104Q: 3 clusters Score -1216598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1216602.625000 Penalty: 4566.390625
	Iteration 105Q: 3 clusters Score -1216603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1216605.000000 Penalty: 4566.390625
	Iteration 106Q: 3 clusters Score -1216605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1216614.750000 Penalty: 4566.390625
	Iteration 107Q: 3 clusters Score -1216615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1216617.250000 Penalty: 4566.390625
	Iteration 108Q: 3 clusters Score -1216617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1216621.750000 Penalty: 4566.390625
	Iteration 109Q: 3 clusters Score -1216622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1216629.875000 Penalty: 4566.390625
	Iteration 110Q: 3 clusters Score -1216630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1216637.125000 Penalty: 4566.390625
	Iteration 111Q: 3 clusters Score -1216637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1216644.500000 Penalty: 4566.390625
	Iteration 112Q: 3 clusters Score -1216644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1216648.750000 Penalty: 4566.390625
	Iteration 113Q: 3 clusters Score -1216649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1216645.375000 Penalty: 4566.390625
	Iteration 114Q: 3 clusters Score -1216645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1216652.875000 Penalty: 4566.390625
	Iteration 115Q: 3 clusters Score -1216653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1216656.250000 Penalty: 4566.390625
	Iteration 116Q: 3 clusters Score -1216656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1216658.625000 Penalty: 4566.390625
	Iteration 117Q: 3 clusters Score -1216659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1216657.750000 Penalty: 4566.390625
	Iteration 118Q: 3 clusters Score -1216658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1216659.625000 Penalty: 4566.390625
	Iteration 119Q: 3 clusters Score -1216660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1216660.125000 Penalty: 4566.390625
	Iteration 120F: 3 clusters Score -1216660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1216660.375000 Penalty: 4566.390625
	Iteration 121Q: 3 clusters Score -1216660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1216661.875000 Penalty: 4566.390625
	Iteration 122Q: 3 clusters Score -1216662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1216664.625000 Penalty: 4566.390625
	Iteration 123Q: 3 clusters Score -1216665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1216667.625000 Penalty: 4566.390625
	Iteration 124Q: 3 clusters Score -1216668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1216670.500000 Penalty: 4566.390625
	Iteration 125Q: 3 clusters Score -1216670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1216670.375000 Penalty: 4566.390625
	Iteration 126Q: 3 clusters Score -1216670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1216670.625000 Penalty: 4566.390625
	Iteration 127Q: 3 clusters Score -1216671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1216672.875000 Penalty: 4566.390625
	Iteration 128Q: 3 clusters Score -1216673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1216673.125000 Penalty: 4566.390625
	Iteration 129Q: 3 clusters Score -1216673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1216672.500000 Penalty: 4566.390625
	Iteration 130Q: 3 clusters Score -1216672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1216674.000000 Penalty: 4566.390625
	Iteration 131Q: 3 clusters Score -1216674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1216674.375000 Penalty: 4566.390625
	Iteration 132Q: 3 clusters Score -1216674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1216677.375000 Penalty: 4566.390625
	Iteration 133Q: 3 clusters Score -1216677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1216678.125000 Penalty: 4566.390625
	Iteration 134Q: 3 clusters Score -1216678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1216679.875000 Penalty: 4566.390625
	Iteration 135Q: 3 clusters Score -1216680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1216681.375000 Penalty: 4566.390625
	Iteration 136Q: 3 clusters Score -1216681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1216681.250000 Penalty: 4566.390625
	Iteration 137Q: 3 clusters Score -1216681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1216681.000000 Penalty: 4566.390625
	Iteration 138Q: 3 clusters Score -1216681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1216681.000000 Penalty: 4566.390625
	Iteration 139F: 3 clusters Score -1216681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -502811.187500 Penalty: 2064.254883
	Iteration 0F: 2 clusters Score -502811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -498840.625000 Penalty: 4128.509766
	Iteration 0F: 3 clusters Score -498840.6 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -499701.968750 Penalty: 4128.509766
	Iteration 1F: 3 clusters Score -499702 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -499920.500000 Penalty: 4128.509766
	Iteration 2F: 3 clusters Score -499920.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -500076.156250 Penalty: 4128.509766
	Iteration 3F: 3 clusters Score -500076.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -500155.250000 Penalty: 4128.509766
	Iteration 4Q: 3 clusters Score -500155.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -500217.187500 Penalty: 4128.509766
	Iteration 5Q: 3 clusters Score -500217.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -500258.843750 Penalty: 4128.509766
	Iteration 6Q: 3 clusters Score -500258.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -500300.062500 Penalty: 4128.509766
	Iteration 7Q: 3 clusters Score -500300.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -500332.781250 Penalty: 4128.509766
	Iteration 8Q: 3 clusters Score -500332.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -500364.218750 Penalty: 4128.509766
	Iteration 9Q: 3 clusters Score -500364.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -500394.093750 Penalty: 4128.509766
	Iteration 10Q: 3 clusters Score -500394.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -500419.750000 Penalty: 4128.509766
	Iteration 11Q: 3 clusters Score -500419.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -500446.718750 Penalty: 4128.509766
	Iteration 12Q: 3 clusters Score -500446.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -500474.281250 Penalty: 4128.509766
	Iteration 13Q: 3 clusters Score -500474.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -500500.406250 Penalty: 4128.509766
	Iteration 14Q: 3 clusters Score -500500.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -500522.500000 Penalty: 4128.509766
	Iteration 15Q: 3 clusters Score -500522.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -500545.718750 Penalty: 4128.509766
	Iteration 16Q: 3 clusters Score -500545.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -500564.562500 Penalty: 4128.509766
	Iteration 17Q: 3 clusters Score -500564.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -500590.312500 Penalty: 4128.509766
	Iteration 18Q: 3 clusters Score -500590.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -500613.687500 Penalty: 4128.509766
	Iteration 19Q: 3 clusters Score -500613.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -500638.250000 Penalty: 4128.509766
	Iteration 20F: 3 clusters Score -500638.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -500669.562500 Penalty: 4128.509766
	Iteration 21Q: 3 clusters Score -500669.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -500693.343750 Penalty: 4128.509766
	Iteration 22Q: 3 clusters Score -500693.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -500718.937500 Penalty: 4128.509766
	Iteration 23Q: 3 clusters Score -500718.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -500747.968750 Penalty: 4128.509766
	Iteration 24Q: 3 clusters Score -500748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -500775.968750 Penalty: 4128.509766
	Iteration 25Q: 3 clusters Score -500776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -500803.093750 Penalty: 4128.509766
	Iteration 26Q: 3 clusters Score -500803.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -500826.406250 Penalty: 4128.509766
	Iteration 27Q: 3 clusters Score -500826.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -500842.250000 Penalty: 4128.509766
	Iteration 28Q: 3 clusters Score -500842.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -500857.406250 Penalty: 4128.509766
	Iteration 29Q: 3 clusters Score -500857.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -500873.531250 Penalty: 4128.509766
	Iteration 30Q: 3 clusters Score -500873.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -500888.687500 Penalty: 4128.509766
	Iteration 31Q: 3 clusters Score -500888.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -500903.750000 Penalty: 4128.509766
	Iteration 32Q: 3 clusters Score -500903.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -500919.937500 Penalty: 4128.509766
	Iteration 33Q: 3 clusters Score -500919.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -500933.656250 Penalty: 4128.509766
	Iteration 34Q: 3 clusters Score -500933.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -500941.906250 Penalty: 4128.509766
	Iteration 35Q: 3 clusters Score -500941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -500949.906250 Penalty: 4128.509766
	Iteration 36Q: 3 clusters Score -500949.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -500960.531250 Penalty: 4128.509766
	Iteration 37Q: 3 clusters Score -500960.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -500969.781250 Penalty: 4128.509766
	Iteration 38Q: 3 clusters Score -500969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -500977.906250 Penalty: 4128.509766
	Iteration 39Q: 3 clusters Score -500977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -500982.875000 Penalty: 4128.509766
	Iteration 40F: 3 clusters Score -500982.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -500984.750000 Penalty: 4128.509766
	Iteration 41Q: 3 clusters Score -500984.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -500986.937500 Penalty: 4128.509766
	Iteration 42Q: 3 clusters Score -500986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -500987.937500 Penalty: 4128.509766
	Iteration 43Q: 3 clusters Score -500987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -500989.343750 Penalty: 4128.509766
	Iteration 44Q: 3 clusters Score -500989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -500991.156250 Penalty: 4128.509766
	Iteration 45Q: 3 clusters Score -500991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -500993.375000 Penalty: 4128.509766
	Iteration 46Q: 3 clusters Score -500993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -500993.718750 Penalty: 4128.509766
	Iteration 47Q: 3 clusters Score -500993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -500996.593750 Penalty: 4128.509766
	Iteration 48Q: 3 clusters Score -500996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -501000.031250 Penalty: 4128.509766
	Iteration 49Q: 3 clusters Score -501000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -501003.562500 Penalty: 4128.509766
	Iteration 50Q: 3 clusters Score -501003.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -501007.000000 Penalty: 4128.509766
	Iteration 51Q: 3 clusters Score -501007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -501009.875000 Penalty: 4128.509766
	Iteration 52Q: 3 clusters Score -501009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -501012.437500 Penalty: 4128.509766
	Iteration 53Q: 3 clusters Score -501012.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -501017.156250 Penalty: 4128.509766
	Iteration 54Q: 3 clusters Score -501017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -501020.500000 Penalty: 4128.509766
	Iteration 55Q: 3 clusters Score -501020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -501026.531250 Penalty: 4128.509766
	Iteration 56Q: 3 clusters Score -501026.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -501032.781250 Penalty: 4128.509766
	Iteration 57Q: 3 clusters Score -501032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -501037.312500 Penalty: 4128.509766
	Iteration 58Q: 3 clusters Score -501037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -501038.250000 Penalty: 4128.509766
	Iteration 59Q: 3 clusters Score -501038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -501039.281250 Penalty: 4128.509766
	Iteration 60F: 3 clusters Score -501039.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -501043.468750 Penalty: 4128.509766
	Iteration 61Q: 3 clusters Score -501043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -501047.562500 Penalty: 4128.509766
	Iteration 62Q: 3 clusters Score -501047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -501051.031250 Penalty: 4128.509766
	Iteration 63Q: 3 clusters Score -501051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -501053.437500 Penalty: 4128.509766
	Iteration 64Q: 3 clusters Score -501053.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -501058.156250 Penalty: 4128.509766
	Iteration 65Q: 3 clusters Score -501058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -501063.750000 Penalty: 4128.509766
	Iteration 66Q: 3 clusters Score -501063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -501065.937500 Penalty: 4128.509766
	Iteration 67Q: 3 clusters Score -501065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -501069.781250 Penalty: 4128.509766
	Iteration 68Q: 3 clusters Score -501069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -501073.375000 Penalty: 4128.509766
	Iteration 69Q: 3 clusters Score -501073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -501075.093750 Penalty: 4128.509766
	Iteration 70Q: 3 clusters Score -501075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -501076.406250 Penalty: 4128.509766
	Iteration 71Q: 3 clusters Score -501076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -501079.000000 Penalty: 4128.509766
	Iteration 72Q: 3 clusters Score -501079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -501079.843750 Penalty: 4128.509766
	Iteration 73Q: 3 clusters Score -501079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -501081.093750 Penalty: 4128.509766
	Iteration 74Q: 3 clusters Score -501081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -501081.906250 Penalty: 4128.509766
	Iteration 75Q: 3 clusters Score -501081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -501084.156250 Penalty: 4128.509766
	Iteration 76Q: 3 clusters Score -501084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -501084.062500 Penalty: 4128.509766
	Iteration 77Q: 3 clusters Score -501084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -501084.062500 Penalty: 4128.509766
	Iteration 78F: 3 clusters Score -501084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Entering Unmasked Estep 
Score: -6917075.000000 Penalty: 2712.730957
	Iteration 0F: 2 clusters Score -6917075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -6879197.000000 Penalty: 5425.461914
	Iteration 0F: 3 clusters Score -6879197 nChanged 26052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6893957.500000 Penalty: 5425.461914
	Iteration 1F: 3 clusters Score -6893958 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -6894701.500000 Penalty: 5425.461914
	Iteration 2Q: 3 clusters Score -6894702 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -6895548.500000 Penalty: 5425.461914
	Iteration 3Q: 3 clusters Score -6895548 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -6896800.000000 Penalty: 5425.461914
	Iteration 4Q: 3 clusters Score -6896800 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -6898640.500000 Penalty: 5425.461914
	Iteration 5F: 3 clusters Score -6898640 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -6901309.000000 Penalty: 5425.461914
	Iteration 6F: 3 clusters Score -6901309 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -6904183.000000 Penalty: 5425.461914
	Iteration 7F: 3 clusters Score -6904183 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -6906504.000000 Penalty: 5425.461914
	Iteration 8F: 3 clusters Score -6906504 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -6908206.000000 Penalty: 5425.461914
	Iteration 9F: 3 clusters Score -6908206 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -6909400.000000 Penalty: 5425.461914
	Iteration 10Q: 3 clusters Score -6909400 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6910461.500000 Penalty: 5425.461914
	Iteration 11Q: 3 clusters Score -6910462 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6911414.000000 Penalty: 5425.461914
	Iteration 12Q: 3 clusters Score -6911414 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6912216.000000 Penalty: 5425.461914
	Iteration 13Q: 3 clusters Score -6912216 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -6912945.500000 Penalty: 5425.461914
	Iteration 14Q: 3 clusters Score -6912946 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -6913499.000000 Penalty: 5425.461914
	Iteration 15Q: 3 clusters Score -6913499 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -6913951.000000 Penalty: 5425.461914
	Iteration 16Q: 3 clusters Score -6913951 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -6914264.500000 Penalty: 5425.461914
	Iteration 17Q: 3 clusters Score -6914264 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -6914479.000000 Penalty: 5425.461914
	Iteration 18Q: 3 clusters Score -6914479 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -6914656.500000 Penalty: 5425.461914
	Iteration 19Q: 3 clusters Score -6914656 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -6914771.000000 Penalty: 5425.461914
	Iteration 20F: 3 clusters Score -6914771 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -6914824.000000 Penalty: 5425.461914
	Iteration 21Q: 3 clusters Score -6914824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -6914876.000000 Penalty: 5425.461914
	Iteration 22Q: 3 clusters Score -6914876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -6914939.000000 Penalty: 5425.461914
	Iteration 23Q: 3 clusters Score -6914939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -6914977.000000 Penalty: 5425.461914
	Iteration 24Q: 3 clusters Score -6914977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -6915002.500000 Penalty: 5425.461914
	Iteration 25Q: 3 clusters Score -6915002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -6915016.000000 Penalty: 5425.461914
	Iteration 26Q: 3 clusters Score -6915016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -6915047.500000 Penalty: 5425.461914
	Iteration 27Q: 3 clusters Score -6915048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -6915058.500000 Penalty: 5425.461914
	Iteration 28Q: 3 clusters Score -6915058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -6915085.500000 Penalty: 5425.461914
	Iteration 29Q: 3 clusters Score -6915086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -6915085.000000 Penalty: 5425.461914
	Iteration 30Q: 3 clusters Score -6915085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -6915092.000000 Penalty: 5425.461914
	Iteration 31Q: 3 clusters Score -6915092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -6915096.000000 Penalty: 5425.461914
	Iteration 32Q: 3 clusters Score -6915096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -6915095.000000 Penalty: 5425.461914
	Iteration 33Q: 3 clusters Score -6915095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -6915109.000000 Penalty: 5425.461914
	Iteration 34Q: 3 clusters Score -6915109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -6915105.000000 Penalty: 5425.461914
	Iteration 35Q: 3 clusters Score -6915105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -6915122.500000 Penalty: 5425.461914
	Iteration 36Q: 3 clusters Score -6915122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -6915123.500000 Penalty: 5425.461914
	Iteration 37Q: 3 clusters Score -6915124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -6915125.500000 Penalty: 5425.461914
	Iteration 38Q: 3 clusters Score -6915126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -6915124.500000 Penalty: 5425.461914
	Iteration 39Q: 3 clusters Score -6915124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -6915140.500000 Penalty: 5425.461914
	Iteration 40F: 3 clusters Score -6915140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -6915142.500000 Penalty: 5425.461914
	Iteration 41Q: 3 clusters Score -6915142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -6915156.500000 Penalty: 5425.461914
	Iteration 42Q: 3 clusters Score -6915156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -6915163.000000 Penalty: 5425.461914
	Iteration 43Q: 3 clusters Score -6915163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -6915161.500000 Penalty: 5425.461914
	Iteration 44Q: 3 clusters Score -6915162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -6915170.500000 Penalty: 5425.461914
	Iteration 45Q: 3 clusters Score -6915170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -6915181.000000 Penalty: 5425.461914
	Iteration 46Q: 3 clusters Score -6915181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -6915179.500000 Penalty: 5425.461914
	Iteration 47Q: 3 clusters Score -6915180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -6915185.500000 Penalty: 5425.461914
	Iteration 48Q: 3 clusters Score -6915186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -6915186.500000 Penalty: 5425.461914
	Iteration 49Q: 3 clusters Score -6915186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -6915183.000000 Penalty: 5425.461914
	Iteration 50Q: 3 clusters Score -6915183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -6915184.000000 Penalty: 5425.461914
	Iteration 51Q: 3 clusters Score -6915184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -6915184.000000 Penalty: 5425.461914
	Iteration 52F: 3 clusters Score -6915184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -157304.093750 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -157304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155072.515625 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -155072.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155501.421875 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -155501.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -155773.703125 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -155773.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156101.921875 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -156101.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -156443.890625 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -156443.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -156581.015625 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -156581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -156652.703125 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -156652.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -156698.937500 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -156698.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -156736.578125 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -156736.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -156771.453125 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -156771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -156810.203125 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -156810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -156852.906250 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -156852.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -156880.484375 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -156880.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -156894.703125 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -156894.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -156912.375000 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -156912.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -156931.843750 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -156931.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156960.500000 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -156960.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -156987.078125 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -156987.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -157005.234375 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -157005.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -157027.578125 Penalty: 3611.908447
	Iteration 19Q: 3 clusters Score -157027.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -157062.781250 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -157062.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157096.234375 Penalty: 3611.908447
	Iteration 21Q: 3 clusters Score -157096.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157151.953125 Penalty: 3611.908447
	Iteration 22Q: 3 clusters Score -157152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -157194.000000 Penalty: 3611.908447
	Iteration 23Q: 3 clusters Score -157194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -157236.468750 Penalty: 3611.908447
	Iteration 24Q: 3 clusters Score -157236.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157263.656250 Penalty: 3611.908447
	Iteration 25Q: 3 clusters Score -157263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -157362.281250 Penalty: 3611.908447
	Iteration 26Q: 3 clusters Score -157362.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -157460.125000 Penalty: 3611.908447
	Iteration 27Q: 3 clusters Score -157460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -157478.593750 Penalty: 3611.908447
	Iteration 28Q: 3 clusters Score -157478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157481.703125 Penalty: 3611.908447
	Iteration 29Q: 3 clusters Score -157481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157481.703125 Penalty: 3611.908447
	Iteration 30F: 3 clusters Score -157481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 171735 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 616 members 
Mstep: Class 9 contains 25731 members 
Mstep: Class 10 contains 182927 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 12 contains 28557 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 30697 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 19058 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 173669 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 173413 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 838 members 
Entering Unmasked Estep 
Score: -124230568.000000 Penalty: 92743.140625
Splitting cluster 8 changes total score from -124231976.000000 to -124230568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (25731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Entering Unmasked Estep 
Score: -3061716.000000 Penalty: 2518.552002
	Iteration 0F: 2 clusters Score -3061716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3043984.500000 Penalty: 5037.104004
	Iteration 0F: 3 clusters Score -3043984 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3050381.500000 Penalty: 5037.104004
	Iteration 1F: 3 clusters Score -3050382 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3050930.250000 Penalty: 5037.104004
	Iteration 2F: 3 clusters Score -3050930 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3051459.000000 Penalty: 5037.104004
	Iteration 3F: 3 clusters Score -3051459 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3052061.250000 Penalty: 5037.104004
	Iteration 4Q: 3 clusters Score -3052061 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3052738.750000 Penalty: 5037.104004
	Iteration 5F: 3 clusters Score -3052739 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3053503.750000 Penalty: 5037.104004
	Iteration 6F: 3 clusters Score -3053504 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3054412.000000 Penalty: 5037.104004
	Iteration 7F: 3 clusters Score -3054412 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3055425.250000 Penalty: 5037.104004
	Iteration 8F: 3 clusters Score -3055425 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3056401.250000 Penalty: 5037.104004
	Iteration 9Q: 3 clusters Score -3056401 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3057359.750000 Penalty: 5037.104004
	Iteration 10Q: 3 clusters Score -3057360 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3058160.250000 Penalty: 5037.104004
	Iteration 11Q: 3 clusters Score -3058160 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3058648.500000 Penalty: 5037.104004
	Iteration 12Q: 3 clusters Score -3058648 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3058963.250000 Penalty: 5037.104004
	Iteration 13Q: 3 clusters Score -3058963 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3059138.000000 Penalty: 5037.104004
	Iteration 14Q: 3 clusters Score -3059138 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3059256.000000 Penalty: 5037.104004
	Iteration 15Q: 3 clusters Score -3059256 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3059337.000000 Penalty: 5037.104004
	Iteration 16Q: 3 clusters Score -3059337 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3059380.250000 Penalty: 5037.104004
	Iteration 17Q: 3 clusters Score -3059380 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3059407.000000 Penalty: 5037.104004
	Iteration 18Q: 3 clusters Score -3059407 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3059429.000000 Penalty: 5037.104004
	Iteration 19Q: 3 clusters Score -3059429 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3059445.250000 Penalty: 5037.104004
	Iteration 20F: 3 clusters Score -3059445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3059473.500000 Penalty: 5037.104004
	Iteration 21Q: 3 clusters Score -3059474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3059499.000000 Penalty: 5037.104004
	Iteration 22Q: 3 clusters Score -3059499 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3059523.000000 Penalty: 5037.104004
	Iteration 23Q: 3 clusters Score -3059523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3059544.500000 Penalty: 5037.104004
	Iteration 24Q: 3 clusters Score -3059544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3059556.250000 Penalty: 5037.104004
	Iteration 25Q: 3 clusters Score -3059556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3059566.250000 Penalty: 5037.104004
	Iteration 26Q: 3 clusters Score -3059566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3059576.500000 Penalty: 5037.104004
	Iteration 27Q: 3 clusters Score -3059576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3059586.250000 Penalty: 5037.104004
	Iteration 28Q: 3 clusters Score -3059586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3059593.500000 Penalty: 5037.104004
	Iteration 29Q: 3 clusters Score -3059594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3059607.250000 Penalty: 5037.104004
	Iteration 30Q: 3 clusters Score -3059607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3059616.000000 Penalty: 5037.104004
	Iteration 31Q: 3 clusters Score -3059616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3059618.000000 Penalty: 5037.104004
	Iteration 32Q: 3 clusters Score -3059618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3059633.250000 Penalty: 5037.104004
	Iteration 33Q: 3 clusters Score -3059633 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3059642.250000 Penalty: 5037.104004
	Iteration 34Q: 3 clusters Score -3059642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3059650.000000 Penalty: 5037.104004
	Iteration 35Q: 3 clusters Score -3059650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3059660.750000 Penalty: 5037.104004
	Iteration 36Q: 3 clusters Score -3059661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3059670.750000 Penalty: 5037.104004
	Iteration 37Q: 3 clusters Score -3059671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3059682.500000 Penalty: 5037.104004
	Iteration 38Q: 3 clusters Score -3059682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3059692.750000 Penalty: 5037.104004
	Iteration 39Q: 3 clusters Score -3059693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3059689.500000 Penalty: 5037.104004
	Iteration 40F: 3 clusters Score -3059690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3059702.000000 Penalty: 5037.104004
	Iteration 41Q: 3 clusters Score -3059702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3059705.000000 Penalty: 5037.104004
	Iteration 42Q: 3 clusters Score -3059705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3059709.750000 Penalty: 5037.104004
	Iteration 43Q: 3 clusters Score -3059710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3059720.000000 Penalty: 5037.104004
	Iteration 44Q: 3 clusters Score -3059720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3059725.250000 Penalty: 5037.104004
	Iteration 45Q: 3 clusters Score -3059725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3059727.500000 Penalty: 5037.104004
	Iteration 46Q: 3 clusters Score -3059728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3059731.500000 Penalty: 5037.104004
	Iteration 47Q: 3 clusters Score -3059732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3059734.750000 Penalty: 5037.104004
	Iteration 48Q: 3 clusters Score -3059735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3059733.750000 Penalty: 5037.104004
	Iteration 49Q: 3 clusters Score -3059734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3059738.000000 Penalty: 5037.104004
	Iteration 50Q: 3 clusters Score -3059738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3059740.750000 Penalty: 5037.104004
	Iteration 51Q: 3 clusters Score -3059741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3059744.500000 Penalty: 5037.104004
	Iteration 52Q: 3 clusters Score -3059744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3059743.250000 Penalty: 5037.104004
	Iteration 53Q: 3 clusters Score -3059743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3059751.750000 Penalty: 5037.104004
	Iteration 54Q: 3 clusters Score -3059752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3059752.500000 Penalty: 5037.104004
	Iteration 55Q: 3 clusters Score -3059752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3059761.250000 Penalty: 5037.104004
	Iteration 56Q: 3 clusters Score -3059761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3059761.000000 Penalty: 5037.104004
	Iteration 57Q: 3 clusters Score -3059761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3059764.500000 Penalty: 5037.104004
	Iteration 58Q: 3 clusters Score -3059764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3059769.000000 Penalty: 5037.104004
	Iteration 59Q: 3 clusters Score -3059769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3059764.500000 Penalty: 5037.104004
	Iteration 60F: 3 clusters Score -3059764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3059763.250000 Penalty: 5037.104004
	Iteration 61Q: 3 clusters Score -3059763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3059766.250000 Penalty: 5037.104004
	Iteration 62Q: 3 clusters Score -3059766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3059769.250000 Penalty: 5037.104004
	Iteration 63Q: 3 clusters Score -3059769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3059769.750000 Penalty: 5037.104004
	Iteration 64Q: 3 clusters Score -3059770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3059775.250000 Penalty: 5037.104004
	Iteration 65Q: 3 clusters Score -3059775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3059784.750000 Penalty: 5037.104004
	Iteration 66Q: 3 clusters Score -3059785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3059784.250000 Penalty: 5037.104004
	Iteration 67Q: 3 clusters Score -3059784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3059784.750000 Penalty: 5037.104004
	Iteration 68Q: 3 clusters Score -3059785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3059785.750000 Penalty: 5037.104004
	Iteration 69Q: 3 clusters Score -3059786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3059780.250000 Penalty: 5037.104004
	Iteration 70Q: 3 clusters Score -3059780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3059783.250000 Penalty: 5037.104004
	Iteration 71Q: 3 clusters Score -3059783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3059784.500000 Penalty: 5037.104004
	Iteration 72Q: 3 clusters Score -3059784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3059789.000000 Penalty: 5037.104004
	Iteration 73Q: 3 clusters Score -3059789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3059787.750000 Penalty: 5037.104004
	Iteration 74Q: 3 clusters Score -3059788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3059788.000000 Penalty: 5037.104004
	Iteration 75Q: 3 clusters Score -3059788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3059790.250000 Penalty: 5037.104004
	Iteration 76Q: 3 clusters Score -3059790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3059787.000000 Penalty: 5037.104004
	Iteration 77Q: 3 clusters Score -3059787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3059789.750000 Penalty: 5037.104004
	Iteration 78Q: 3 clusters Score -3059790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3059789.750000 Penalty: 5037.104004
	Iteration 79F: 3 clusters Score -3059790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (182927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182927 members 
Entering Unmasked Estep 
Score: -22786662.000000 Penalty: 3004.976807
	Iteration 0F: 2 clusters Score -2.278666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 91644 members 
Entering Unmasked Estep 
Score: -22669160.000000 Penalty: 6009.953613
	Iteration 0F: 3 clusters Score -2.266916e+07 nChanged 87687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -22720330.000000 Penalty: 6009.953613
	Iteration 1F: 3 clusters Score -2.272033e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -22721586.000000 Penalty: 6009.953613
	Iteration 2Q: 3 clusters Score -2.272159e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -22723138.000000 Penalty: 6009.953613
	Iteration 3Q: 3 clusters Score -2.272314e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -22725650.000000 Penalty: 6009.953613
	Iteration 4Q: 3 clusters Score -2.272565e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 111872 members 
Entering Unmasked Estep 
Score: -22729786.000000 Penalty: 6009.953613
	Iteration 5Q: 3 clusters Score -2.272979e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 121897 members 
Entering Unmasked Estep 
Score: -22736504.000000 Penalty: 6009.953613
	Iteration 6F: 3 clusters Score -2.27365e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 134605 members 
Entering Unmasked Estep 
Score: -22746198.000000 Penalty: 6009.953613
	Iteration 7F: 3 clusters Score -2.27462e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -22757968.000000 Penalty: 6009.953613
	Iteration 8F: 3 clusters Score -2.275797e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -22769318.000000 Penalty: 6009.953613
	Iteration 9F: 3 clusters Score -2.276932e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -22777010.000000 Penalty: 6009.953613
	Iteration 10F: 3 clusters Score -2.277701e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 177467 members 
Entering Unmasked Estep 
Score: -22780932.000000 Penalty: 6009.953613
	Iteration 11Q: 3 clusters Score -2.278093e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 180339 members 
Entering Unmasked Estep 
Score: -22782576.000000 Penalty: 6009.953613
	Iteration 12Q: 3 clusters Score -2.278258e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 181567 members 
Entering Unmasked Estep 
Score: -22783352.000000 Penalty: 6009.953613
	Iteration 13Q: 3 clusters Score -2.278335e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 182112 members 
Entering Unmasked Estep 
Score: -22783680.000000 Penalty: 6009.953613
	Iteration 14Q: 3 clusters Score -2.278368e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 182315 members 
Entering Unmasked Estep 
Score: -22783836.000000 Penalty: 6009.953613
	Iteration 15Q: 3 clusters Score -2.278384e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 182421 members 
Entering Unmasked Estep 
Score: -22783934.000000 Penalty: 6009.953613
	Iteration 16Q: 3 clusters Score -2.278393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 182472 members 
Entering Unmasked Estep 
Score: -22784002.000000 Penalty: 6009.953613
	Iteration 17Q: 3 clusters Score -2.2784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 182496 members 
Entering Unmasked Estep 
Score: -22784030.000000 Penalty: 6009.953613
	Iteration 18Q: 3 clusters Score -2.278403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 182515 members 
Entering Unmasked Estep 
Score: -22784034.000000 Penalty: 6009.953613
	Iteration 19Q: 3 clusters Score -2.278403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 182530 members 
Entering Unmasked Estep 
Score: -22784078.000000 Penalty: 6009.953613
	Iteration 20F: 3 clusters Score -2.278408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 182540 members 
Entering Unmasked Estep 
Score: -22784100.000000 Penalty: 6009.953613
	Iteration 21Q: 3 clusters Score -2.27841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -22784118.000000 Penalty: 6009.953613
	Iteration 22Q: 3 clusters Score -2.278412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 182552 members 
Entering Unmasked Estep 
Score: -22784136.000000 Penalty: 6009.953613
	Iteration 23Q: 3 clusters Score -2.278414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 182554 members 
Entering Unmasked Estep 
Score: -22784148.000000 Penalty: 6009.953613
	Iteration 24Q: 3 clusters Score -2.278415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 182556 members 
Entering Unmasked Estep 
Score: -22784140.000000 Penalty: 6009.953613
	Iteration 25Q: 3 clusters Score -2.278414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 182556 members 
Entering Unmasked Estep 
Score: -22784122.000000 Penalty: 6009.953613
	Iteration 26Q: 3 clusters Score -2.278412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 182558 members 
Entering Unmasked Estep 
Score: -22784144.000000 Penalty: 6009.953613
	Iteration 27Q: 3 clusters Score -2.278414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182562 members 
Entering Unmasked Estep 
Score: -22784152.000000 Penalty: 6009.953613
	Iteration 28Q: 3 clusters Score -2.278415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 182559 members 
Entering Unmasked Estep 
Score: -22784160.000000 Penalty: 6009.953613
	Iteration 29Q: 3 clusters Score -2.278416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182562 members 
Entering Unmasked Estep 
Score: -22784182.000000 Penalty: 6009.953613
	Iteration 30Q: 3 clusters Score -2.278418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 182565 members 
Entering Unmasked Estep 
Score: -22784180.000000 Penalty: 6009.953613
	Iteration 31Q: 3 clusters Score -2.278418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 182565 members 
Entering Unmasked Estep 
Score: -22784180.000000 Penalty: 6009.953613
	Iteration 32Q: 3 clusters Score -2.278418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 182566 members 
Entering Unmasked Estep 
Score: -22784180.000000 Penalty: 6009.953613
	Iteration 33Q: 3 clusters Score -2.278418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 182565 members 
Entering Unmasked Estep 
Score: -22784184.000000 Penalty: 6009.953613
	Iteration 34Q: 3 clusters Score -2.278418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 182563 members 
Entering Unmasked Estep 
Score: -22784186.000000 Penalty: 6009.953613
	Iteration 35Q: 3 clusters Score -2.278419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182562 members 
Entering Unmasked Estep 
Score: -22784178.000000 Penalty: 6009.953613
	Iteration 36Q: 3 clusters Score -2.278418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182562 members 
Entering Unmasked Estep 
Score: -22784178.000000 Penalty: 6009.953613
	Iteration 37F: 3 clusters Score -2.278418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Entering Unmasked Estep 
Score: -2629406.250000 Penalty: 2473.075928
	Iteration 0F: 2 clusters Score -2629406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2614409.500000 Penalty: 4946.151855
	Iteration 0F: 3 clusters Score -2614410 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2619637.250000 Penalty: 4946.151855
	Iteration 1F: 3 clusters Score -2619637 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2620155.500000 Penalty: 4946.151855
	Iteration 2F: 3 clusters Score -2620156 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2620695.750000 Penalty: 4946.151855
	Iteration 3F: 3 clusters Score -2620696 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2621316.500000 Penalty: 4946.151855
	Iteration 4F: 3 clusters Score -2621316 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2622036.000000 Penalty: 4946.151855
	Iteration 5F: 3 clusters Score -2622036 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2622916.250000 Penalty: 4946.151855
	Iteration 6F: 3 clusters Score -2622916 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2623860.250000 Penalty: 4946.151855
	Iteration 7F: 3 clusters Score -2623860 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2624753.000000 Penalty: 4946.151855
	Iteration 8F: 3 clusters Score -2624753 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2625557.750000 Penalty: 4946.151855
	Iteration 9Q: 3 clusters Score -2625558 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2626207.750000 Penalty: 4946.151855
	Iteration 10Q: 3 clusters Score -2626208 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2626677.750000 Penalty: 4946.151855
	Iteration 11Q: 3 clusters Score -2626678 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2626976.000000 Penalty: 4946.151855
	Iteration 12Q: 3 clusters Score -2626976 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2627149.750000 Penalty: 4946.151855
	Iteration 13Q: 3 clusters Score -2627150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2627271.500000 Penalty: 4946.151855
	Iteration 14Q: 3 clusters Score -2627272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2627374.250000 Penalty: 4946.151855
	Iteration 15Q: 3 clusters Score -2627374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2627451.000000 Penalty: 4946.151855
	Iteration 16Q: 3 clusters Score -2627451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2627497.750000 Penalty: 4946.151855
	Iteration 17Q: 3 clusters Score -2627498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2627539.000000 Penalty: 4946.151855
	Iteration 18Q: 3 clusters Score -2627539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2627569.750000 Penalty: 4946.151855
	Iteration 19Q: 3 clusters Score -2627570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2627590.500000 Penalty: 4946.151855
	Iteration 20F: 3 clusters Score -2627590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2627601.750000 Penalty: 4946.151855
	Iteration 21Q: 3 clusters Score -2627602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2627608.000000 Penalty: 4946.151855
	Iteration 22Q: 3 clusters Score -2627608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2627613.000000 Penalty: 4946.151855
	Iteration 23Q: 3 clusters Score -2627613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2627616.500000 Penalty: 4946.151855
	Iteration 24Q: 3 clusters Score -2627616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2627624.250000 Penalty: 4946.151855
	Iteration 25Q: 3 clusters Score -2627624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2627629.000000 Penalty: 4946.151855
	Iteration 26Q: 3 clusters Score -2627629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2627632.750000 Penalty: 4946.151855
	Iteration 27Q: 3 clusters Score -2627633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2627632.500000 Penalty: 4946.151855
	Iteration 28Q: 3 clusters Score -2627632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2627634.250000 Penalty: 4946.151855
	Iteration 29Q: 3 clusters Score -2627634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2627636.250000 Penalty: 4946.151855
	Iteration 30Q: 3 clusters Score -2627636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2627637.750000 Penalty: 4946.151855
	Iteration 31Q: 3 clusters Score -2627638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2627639.500000 Penalty: 4946.151855
	Iteration 32Q: 3 clusters Score -2627640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2627638.250000 Penalty: 4946.151855
	Iteration 33Q: 3 clusters Score -2627638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2627643.000000 Penalty: 4946.151855
	Iteration 34Q: 3 clusters Score -2627643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2627644.250000 Penalty: 4946.151855
	Iteration 35Q: 3 clusters Score -2627644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2627644.250000 Penalty: 4946.151855
	Iteration 36Q: 3 clusters Score -2627644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2627644.250000 Penalty: 4946.151855
	Iteration 37F: 3 clusters Score -2627644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Entering Unmasked Estep 
Score: -3511359.000000 Penalty: 2544.395020
	Iteration 0F: 2 clusters Score -3511359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3491640.500000 Penalty: 5088.790039
	Iteration 0F: 3 clusters Score -3491640 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3498876.500000 Penalty: 5088.790039
	Iteration 1F: 3 clusters Score -3498876 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3499398.500000 Penalty: 5088.790039
	Iteration 2F: 3 clusters Score -3499398 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3499905.250000 Penalty: 5088.790039
	Iteration 3Q: 3 clusters Score -3499905 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3500532.250000 Penalty: 5088.790039
	Iteration 4Q: 3 clusters Score -3500532 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3501364.500000 Penalty: 5088.790039
	Iteration 5F: 3 clusters Score -3501364 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3502526.000000 Penalty: 5088.790039
	Iteration 6F: 3 clusters Score -3502526 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3503879.500000 Penalty: 5088.790039
	Iteration 7F: 3 clusters Score -3503880 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3505274.500000 Penalty: 5088.790039
	Iteration 8F: 3 clusters Score -3505274 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3506469.500000 Penalty: 5088.790039
	Iteration 9F: 3 clusters Score -3506470 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3507406.500000 Penalty: 5088.790039
	Iteration 10Q: 3 clusters Score -3507406 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3508106.750000 Penalty: 5088.790039
	Iteration 11Q: 3 clusters Score -3508107 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3508485.000000 Penalty: 5088.790039
	Iteration 12Q: 3 clusters Score -3508485 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3508740.250000 Penalty: 5088.790039
	Iteration 13Q: 3 clusters Score -3508740 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3508870.000000 Penalty: 5088.790039
	Iteration 14Q: 3 clusters Score -3508870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3508989.000000 Penalty: 5088.790039
	Iteration 15Q: 3 clusters Score -3508989 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3509076.000000 Penalty: 5088.790039
	Iteration 16Q: 3 clusters Score -3509076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3509148.750000 Penalty: 5088.790039
	Iteration 17Q: 3 clusters Score -3509149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3509172.750000 Penalty: 5088.790039
	Iteration 18Q: 3 clusters Score -3509173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3509193.250000 Penalty: 5088.790039
	Iteration 19Q: 3 clusters Score -3509193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3509212.750000 Penalty: 5088.790039
	Iteration 20F: 3 clusters Score -3509213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3509218.750000 Penalty: 5088.790039
	Iteration 21Q: 3 clusters Score -3509219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3509233.250000 Penalty: 5088.790039
	Iteration 22Q: 3 clusters Score -3509233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3509241.250000 Penalty: 5088.790039
	Iteration 23Q: 3 clusters Score -3509241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3509253.500000 Penalty: 5088.790039
	Iteration 24Q: 3 clusters Score -3509254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3509260.500000 Penalty: 5088.790039
	Iteration 25Q: 3 clusters Score -3509260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3509258.250000 Penalty: 5088.790039
	Iteration 26Q: 3 clusters Score -3509258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3509257.250000 Penalty: 5088.790039
	Iteration 27Q: 3 clusters Score -3509257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3509257.250000 Penalty: 5088.790039
	Iteration 28Q: 3 clusters Score -3509257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3509263.500000 Penalty: 5088.790039
	Iteration 29Q: 3 clusters Score -3509264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3509263.000000 Penalty: 5088.790039
	Iteration 30Q: 3 clusters Score -3509263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3509264.250000 Penalty: 5088.790039
	Iteration 31Q: 3 clusters Score -3509264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3509262.000000 Penalty: 5088.790039
	Iteration 32Q: 3 clusters Score -3509262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3509262.000000 Penalty: 5088.790039
	Iteration 33F: 3 clusters Score -3509262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -760181.437500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -760181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -754707.937500 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -754707.9 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -756125.000000 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -756125 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -756340.437500 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -756340.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -756455.937500 Penalty: 4353.437988
	Iteration 3Q: 3 clusters Score -756455.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -756528.687500 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -756528.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -756600.875000 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -756600.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -756688.312500 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -756688.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -756779.437500 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -756779.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -756872.875000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -756872.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -756972.125000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -756972.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -757075.875000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -757075.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -757181.437500 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -757181.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -757308.750000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -757308.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -757461.500000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -757461.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -757613.875000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -757613.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -757752.375000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -757752.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -757874.125000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -757874.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -757996.437500 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -757996.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -758100.875000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -758100.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -758173.000000 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -758173 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -758230.500000 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -758230.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -758287.312500 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -758287.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -758325.687500 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -758325.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -758368.937500 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -758368.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -758414.937500 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -758414.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -758479.000000 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -758479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -758539.062500 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -758539.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -758584.437500 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -758584.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -758615.500000 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -758615.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -758635.500000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -758635.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -758652.812500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -758652.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -758660.125000 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -758660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -758670.187500 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -758670.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -758684.250000 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -758684.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -758703.750000 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -758703.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -758723.937500 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -758723.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -758741.687500 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -758741.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -758760.250000 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -758760.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -758788.812500 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -758788.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -758809.500000 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -758809.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -758831.625000 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -758831.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -758846.375000 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -758846.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -758857.937500 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -758857.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -758868.250000 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -758868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -758882.125000 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -758882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -758894.062500 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -758894.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -758900.125000 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -758900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -758909.937500 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -758909.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -758926.500000 Penalty: 4353.437988
	Iteration 48Q: 3 clusters Score -758926.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -758949.312500 Penalty: 4353.437988
	Iteration 49Q: 3 clusters Score -758949.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -758969.562500 Penalty: 4353.437988
	Iteration 50Q: 3 clusters Score -758969.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -758995.125000 Penalty: 4353.437988
	Iteration 51Q: 3 clusters Score -758995.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -759012.125000 Penalty: 4353.437988
	Iteration 52Q: 3 clusters Score -759012.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -759029.812500 Penalty: 4353.437988
	Iteration 53Q: 3 clusters Score -759029.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -759047.500000 Penalty: 4353.437988
	Iteration 54Q: 3 clusters Score -759047.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -759062.125000 Penalty: 4353.437988
	Iteration 55Q: 3 clusters Score -759062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -759065.437500 Penalty: 4353.437988
	Iteration 56Q: 3 clusters Score -759065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -759069.687500 Penalty: 4353.437988
	Iteration 57Q: 3 clusters Score -759069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -759071.125000 Penalty: 4353.437988
	Iteration 58Q: 3 clusters Score -759071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -759072.812500 Penalty: 4353.437988
	Iteration 59Q: 3 clusters Score -759072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -759074.250000 Penalty: 4353.437988
	Iteration 60F: 3 clusters Score -759074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Entering Unmasked Estep 
Score: -3707549.250000 Penalty: 2562.316406
	Iteration 0F: 2 clusters Score -3707549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3686737.500000 Penalty: 5124.632812
	Iteration 0F: 3 clusters Score -3686738 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3694294.000000 Penalty: 5124.632812
	Iteration 1F: 3 clusters Score -3694294 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3694889.500000 Penalty: 5124.632812
	Iteration 2F: 3 clusters Score -3694890 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3695563.500000 Penalty: 5124.632812
	Iteration 3Q: 3 clusters Score -3695564 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3696232.000000 Penalty: 5124.632812
	Iteration 4Q: 3 clusters Score -3696232 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3696998.750000 Penalty: 5124.632812
	Iteration 5Q: 3 clusters Score -3696999 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3697828.000000 Penalty: 5124.632812
	Iteration 6F: 3 clusters Score -3697828 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3698758.500000 Penalty: 5124.632812
	Iteration 7F: 3 clusters Score -3698758 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3699766.000000 Penalty: 5124.632812
	Iteration 8F: 3 clusters Score -3699766 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3700739.250000 Penalty: 5124.632812
	Iteration 9F: 3 clusters Score -3700739 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3701627.500000 Penalty: 5124.632812
	Iteration 10Q: 3 clusters Score -3701628 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3702359.500000 Penalty: 5124.632812
	Iteration 11Q: 3 clusters Score -3702360 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3703020.250000 Penalty: 5124.632812
	Iteration 12Q: 3 clusters Score -3703020 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3703509.500000 Penalty: 5124.632812
	Iteration 13Q: 3 clusters Score -3703510 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3703921.500000 Penalty: 5124.632812
	Iteration 14Q: 3 clusters Score -3703922 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3704299.750000 Penalty: 5124.632812
	Iteration 15Q: 3 clusters Score -3704300 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3704656.250000 Penalty: 5124.632812
	Iteration 16Q: 3 clusters Score -3704656 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3704969.500000 Penalty: 5124.632812
	Iteration 17Q: 3 clusters Score -3704970 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3705269.500000 Penalty: 5124.632812
	Iteration 18Q: 3 clusters Score -3705270 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3705552.500000 Penalty: 5124.632812
	Iteration 19Q: 3 clusters Score -3705552 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3705842.000000 Penalty: 5124.632812
	Iteration 20F: 3 clusters Score -3705842 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3706074.250000 Penalty: 5124.632812
	Iteration 21Q: 3 clusters Score -3706074 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3706273.000000 Penalty: 5124.632812
	Iteration 22Q: 3 clusters Score -3706273 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3706546.000000 Penalty: 5124.632812
	Iteration 23Q: 3 clusters Score -3706546 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3706873.500000 Penalty: 5124.632812
	Iteration 24Q: 3 clusters Score -3706874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3707082.000000 Penalty: 5124.632812
	Iteration 25Q: 3 clusters Score -3707082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3707184.750000 Penalty: 5124.632812
	Iteration 26Q: 3 clusters Score -3707185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3707223.250000 Penalty: 5124.632812
	Iteration 27Q: 3 clusters Score -3707223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3707240.750000 Penalty: 5124.632812
	Iteration 28Q: 3 clusters Score -3707241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3707254.750000 Penalty: 5124.632812
	Iteration 29Q: 3 clusters Score -3707255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3707271.250000 Penalty: 5124.632812
	Iteration 30Q: 3 clusters Score -3707271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3707274.000000 Penalty: 5124.632812
	Iteration 31Q: 3 clusters Score -3707274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3707279.250000 Penalty: 5124.632812
	Iteration 32Q: 3 clusters Score -3707279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3707285.250000 Penalty: 5124.632812
	Iteration 33Q: 3 clusters Score -3707285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3707285.250000 Penalty: 5124.632812
	Iteration 34Q: 3 clusters Score -3707285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3707289.000000 Penalty: 5124.632812
	Iteration 35Q: 3 clusters Score -3707289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3707287.250000 Penalty: 5124.632812
	Iteration 36Q: 3 clusters Score -3707287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3707285.250000 Penalty: 5124.632812
	Iteration 37Q: 3 clusters Score -3707285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3707288.250000 Penalty: 5124.632812
	Iteration 38Q: 3 clusters Score -3707288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3707289.250000 Penalty: 5124.632812
	Iteration 39Q: 3 clusters Score -3707289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3707290.000000 Penalty: 5124.632812
	Iteration 40F: 3 clusters Score -3707290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3707289.000000 Penalty: 5124.632812
	Iteration 41Q: 3 clusters Score -3707289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3707285.750000 Penalty: 5124.632812
	Iteration 42Q: 3 clusters Score -3707286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3707284.750000 Penalty: 5124.632812
	Iteration 43Q: 3 clusters Score -3707285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3707287.000000 Penalty: 5124.632812
	Iteration 44Q: 3 clusters Score -3707287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3707287.000000 Penalty: 5124.632812
	Iteration 45F: 3 clusters Score -3707287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Entering Unmasked Estep 
Score: -4375831.500000 Penalty: 2607.226074
	Iteration 0F: 2 clusters Score -4375832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4350845.500000 Penalty: 5214.452148
	Iteration 0F: 3 clusters Score -4350846 nChanged 16687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4359779.000000 Penalty: 5214.452148
	Iteration 1F: 3 clusters Score -4359779 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4360262.000000 Penalty: 5214.452148
	Iteration 2Q: 3 clusters Score -4360262 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4360753.500000 Penalty: 5214.452148
	Iteration 3Q: 3 clusters Score -4360754 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4361335.000000 Penalty: 5214.452148
	Iteration 4Q: 3 clusters Score -4361335 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4362124.000000 Penalty: 5214.452148
	Iteration 5Q: 3 clusters Score -4362124 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4363215.000000 Penalty: 5214.452148
	Iteration 6F: 3 clusters Score -4363215 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -4364702.500000 Penalty: 5214.452148
	Iteration 7F: 3 clusters Score -4364702 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4366551.000000 Penalty: 5214.452148
	Iteration 8F: 3 clusters Score -4366551 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4368615.000000 Penalty: 5214.452148
	Iteration 9F: 3 clusters Score -4368615 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4370455.500000 Penalty: 5214.452148
	Iteration 10F: 3 clusters Score -4370456 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -4371795.000000 Penalty: 5214.452148
	Iteration 11Q: 3 clusters Score -4371795 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4372652.000000 Penalty: 5214.452148
	Iteration 12Q: 3 clusters Score -4372652 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -4373089.000000 Penalty: 5214.452148
	Iteration 13Q: 3 clusters Score -4373089 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4373268.500000 Penalty: 5214.452148
	Iteration 14Q: 3 clusters Score -4373268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -4373355.000000 Penalty: 5214.452148
	Iteration 15Q: 3 clusters Score -4373355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4373410.500000 Penalty: 5214.452148
	Iteration 16Q: 3 clusters Score -4373410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4373442.000000 Penalty: 5214.452148
	Iteration 17Q: 3 clusters Score -4373442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4373469.500000 Penalty: 5214.452148
	Iteration 18Q: 3 clusters Score -4373470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4373481.500000 Penalty: 5214.452148
	Iteration 19Q: 3 clusters Score -4373482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -4373495.500000 Penalty: 5214.452148
	Iteration 20F: 3 clusters Score -4373496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4373505.000000 Penalty: 5214.452148
	Iteration 21Q: 3 clusters Score -4373505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4373509.000000 Penalty: 5214.452148
	Iteration 22Q: 3 clusters Score -4373509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4373517.000000 Penalty: 5214.452148
	Iteration 23Q: 3 clusters Score -4373517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4373517.000000 Penalty: 5214.452148
	Iteration 24F: 3 clusters Score -4373517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -993826.250000 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -993826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -986956.437500 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -986956.4 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -989089.875000 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -989089.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -989554.687500 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -989554.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -989920.312500 Penalty: 4504.359863
	Iteration 3F: 3 clusters Score -989920.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -990199.250000 Penalty: 4504.359863
	Iteration 4F: 3 clusters Score -990199.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -990411.312500 Penalty: 4504.359863
	Iteration 5Q: 3 clusters Score -990411.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -990589.500000 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -990589.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -990740.187500 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -990740.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -990861.937500 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -990861.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -990976.500000 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -990976.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -991057.625000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -991057.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -991115.937500 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -991115.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -991171.375000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -991171.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -991221.437500 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -991221.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -991264.187500 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -991264.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -991297.750000 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -991297.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -991327.875000 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -991327.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -991350.750000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -991350.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -991370.000000 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -991370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -991388.437500 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -991388.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -991413.687500 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -991413.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -991444.812500 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -991444.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -991490.437500 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -991490.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -991543.625000 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -991543.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -991601.437500 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -991601.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -991667.437500 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -991667.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -991726.562500 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -991726.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -991774.812500 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -991774.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -991838.000000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -991838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -991875.312500 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -991875.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -991906.000000 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -991906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -991928.687500 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -991928.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -991952.500000 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -991952.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -991971.000000 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -991971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -991982.437500 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -991982.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -991994.812500 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -991994.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -992006.937500 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -992006.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -992016.750000 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -992016.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -992022.562500 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -992022.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -992029.125000 Penalty: 4504.359863
	Iteration 39Q: 3 clusters Score -992029.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -992035.750000 Penalty: 4504.359863
	Iteration 40F: 3 clusters Score -992035.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -992043.937500 Penalty: 4504.359863
	Iteration 41Q: 3 clusters Score -992043.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -992047.750000 Penalty: 4504.359863
	Iteration 42Q: 3 clusters Score -992047.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -992052.312500 Penalty: 4504.359863
	Iteration 43Q: 3 clusters Score -992052.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -992058.750000 Penalty: 4504.359863
	Iteration 44Q: 3 clusters Score -992058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -992060.750000 Penalty: 4504.359863
	Iteration 45Q: 3 clusters Score -992060.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -992066.812500 Penalty: 4504.359863
	Iteration 46Q: 3 clusters Score -992066.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -992066.437500 Penalty: 4504.359863
	Iteration 47Q: 3 clusters Score -992066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -992070.750000 Penalty: 4504.359863
	Iteration 48Q: 3 clusters Score -992070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -992075.687500 Penalty: 4504.359863
	Iteration 49Q: 3 clusters Score -992075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -992074.875000 Penalty: 4504.359863
	Iteration 50Q: 3 clusters Score -992074.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -992079.875000 Penalty: 4504.359863
	Iteration 51Q: 3 clusters Score -992079.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -992082.812500 Penalty: 4504.359863
	Iteration 52Q: 3 clusters Score -992082.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -992085.500000 Penalty: 4504.359863
	Iteration 53Q: 3 clusters Score -992085.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -992090.000000 Penalty: 4504.359863
	Iteration 54Q: 3 clusters Score -992090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -992090.750000 Penalty: 4504.359863
	Iteration 55Q: 3 clusters Score -992090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -992091.500000 Penalty: 4504.359863
	Iteration 56Q: 3 clusters Score -992091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -992093.562500 Penalty: 4504.359863
	Iteration 57Q: 3 clusters Score -992093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -992094.000000 Penalty: 4504.359863
	Iteration 58Q: 3 clusters Score -992094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -992095.375000 Penalty: 4504.359863
	Iteration 59Q: 3 clusters Score -992095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -992097.250000 Penalty: 4504.359863
	Iteration 60F: 3 clusters Score -992097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -992097.000000 Penalty: 4504.359863
	Iteration 61Q: 3 clusters Score -992097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -992099.062500 Penalty: 4504.359863
	Iteration 62Q: 3 clusters Score -992099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -992098.500000 Penalty: 4504.359863
	Iteration 63Q: 3 clusters Score -992098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -992099.687500 Penalty: 4504.359863
	Iteration 64Q: 3 clusters Score -992099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -992100.812500 Penalty: 4504.359863
	Iteration 65Q: 3 clusters Score -992100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -992102.562500 Penalty: 4504.359863
	Iteration 66Q: 3 clusters Score -992102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -992102.125000 Penalty: 4504.359863
	Iteration 67Q: 3 clusters Score -992102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -992102.750000 Penalty: 4504.359863
	Iteration 68Q: 3 clusters Score -992102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -992102.812500 Penalty: 4504.359863
	Iteration 69Q: 3 clusters Score -992102.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -992102.062500 Penalty: 4504.359863
	Iteration 70Q: 3 clusters Score -992102.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -992103.812500 Penalty: 4504.359863
	Iteration 71Q: 3 clusters Score -992103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -992106.250000 Penalty: 4504.359863
	Iteration 72Q: 3 clusters Score -992106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -992107.125000 Penalty: 4504.359863
	Iteration 73Q: 3 clusters Score -992107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -992110.937500 Penalty: 4504.359863
	Iteration 74Q: 3 clusters Score -992110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -992112.562500 Penalty: 4504.359863
	Iteration 75Q: 3 clusters Score -992112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -992113.500000 Penalty: 4504.359863
	Iteration 76Q: 3 clusters Score -992113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -992114.812500 Penalty: 4504.359863
	Iteration 77Q: 3 clusters Score -992114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -992114.250000 Penalty: 4504.359863
	Iteration 78Q: 3 clusters Score -992114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -992115.812500 Penalty: 4504.359863
	Iteration 79Q: 3 clusters Score -992115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -992115.937500 Penalty: 4504.359863
	Iteration 80F: 3 clusters Score -992115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -992117.875000 Penalty: 4504.359863
	Iteration 81Q: 3 clusters Score -992117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -992120.937500 Penalty: 4504.359863
	Iteration 82Q: 3 clusters Score -992120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -992123.500000 Penalty: 4504.359863
	Iteration 83Q: 3 clusters Score -992123.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -992125.812500 Penalty: 4504.359863
	Iteration 84Q: 3 clusters Score -992125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -992124.875000 Penalty: 4504.359863
	Iteration 85Q: 3 clusters Score -992124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -992126.062500 Penalty: 4504.359863
	Iteration 86Q: 3 clusters Score -992126.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -992130.375000 Penalty: 4504.359863
	Iteration 87Q: 3 clusters Score -992130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -992132.500000 Penalty: 4504.359863
	Iteration 88Q: 3 clusters Score -992132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -992132.437500 Penalty: 4504.359863
	Iteration 89Q: 3 clusters Score -992132.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -992136.125000 Penalty: 4504.359863
	Iteration 90Q: 3 clusters Score -992136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -992140.500000 Penalty: 4504.359863
	Iteration 91Q: 3 clusters Score -992140.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -992140.437500 Penalty: 4504.359863
	Iteration 92Q: 3 clusters Score -992140.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -992142.937500 Penalty: 4504.359863
	Iteration 93Q: 3 clusters Score -992142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -992144.625000 Penalty: 4504.359863
	Iteration 94Q: 3 clusters Score -992144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -992144.500000 Penalty: 4504.359863
	Iteration 95Q: 3 clusters Score -992144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -992145.000000 Penalty: 4504.359863
	Iteration 96Q: 3 clusters Score -992145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -992144.437500 Penalty: 4504.359863
	Iteration 97Q: 3 clusters Score -992144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -992144.437500 Penalty: 4504.359863
	Iteration 98F: 3 clusters Score -992144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Entering Unmasked Estep 
Score: -2201638.750000 Penalty: 2444.099854
	Iteration 0F: 2 clusters Score -2201639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2188194.250000 Penalty: 4888.199707
	Iteration 0F: 3 clusters Score -2188194 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2192814.500000 Penalty: 4888.199707
	Iteration 1F: 3 clusters Score -2192814 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2193368.500000 Penalty: 4888.199707
	Iteration 2F: 3 clusters Score -2193368 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2194056.500000 Penalty: 4888.199707
	Iteration 3F: 3 clusters Score -2194056 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2194914.500000 Penalty: 4888.199707
	Iteration 4F: 3 clusters Score -2194914 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2195891.750000 Penalty: 4888.199707
	Iteration 5F: 3 clusters Score -2195892 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2196913.000000 Penalty: 4888.199707
	Iteration 6F: 3 clusters Score -2196913 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2197802.000000 Penalty: 4888.199707
	Iteration 7F: 3 clusters Score -2197802 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2198445.750000 Penalty: 4888.199707
	Iteration 8F: 3 clusters Score -2198446 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2198802.000000 Penalty: 4888.199707
	Iteration 9Q: 3 clusters Score -2198802 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2198965.500000 Penalty: 4888.199707
	Iteration 10Q: 3 clusters Score -2198966 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2199047.750000 Penalty: 4888.199707
	Iteration 11Q: 3 clusters Score -2199048 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2199098.500000 Penalty: 4888.199707
	Iteration 12Q: 3 clusters Score -2199098 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2199116.750000 Penalty: 4888.199707
	Iteration 13Q: 3 clusters Score -2199117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2199129.750000 Penalty: 4888.199707
	Iteration 14Q: 3 clusters Score -2199130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2199131.000000 Penalty: 4888.199707
	Iteration 15Q: 3 clusters Score -2199131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2199134.750000 Penalty: 4888.199707
	Iteration 16Q: 3 clusters Score -2199135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2199141.500000 Penalty: 4888.199707
	Iteration 17Q: 3 clusters Score -2199142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2199146.000000 Penalty: 4888.199707
	Iteration 18Q: 3 clusters Score -2199146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2199148.750000 Penalty: 4888.199707
	Iteration 19Q: 3 clusters Score -2199149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2199148.750000 Penalty: 4888.199707
	Iteration 20F: 3 clusters Score -2199149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2199154.250000 Penalty: 4888.199707
	Iteration 21Q: 3 clusters Score -2199154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2199158.000000 Penalty: 4888.199707
	Iteration 22Q: 3 clusters Score -2199158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2199158.000000 Penalty: 4888.199707
	Iteration 23Q: 3 clusters Score -2199158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2199154.750000 Penalty: 4888.199707
	Iteration 24Q: 3 clusters Score -2199155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2199160.000000 Penalty: 4888.199707
	Iteration 25Q: 3 clusters Score -2199160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2199154.750000 Penalty: 4888.199707
	Iteration 26Q: 3 clusters Score -2199155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2199154.500000 Penalty: 4888.199707
	Iteration 27Q: 3 clusters Score -2199154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2199152.250000 Penalty: 4888.199707
	Iteration 28Q: 3 clusters Score -2199152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2199152.750000 Penalty: 4888.199707
	Iteration 29Q: 3 clusters Score -2199153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2199149.000000 Penalty: 4888.199707
	Iteration 30Q: 3 clusters Score -2199149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2199149.750000 Penalty: 4888.199707
	Iteration 31Q: 3 clusters Score -2199150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2199149.750000 Penalty: 4888.199707
	Iteration 32F: 3 clusters Score -2199150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -357887.031250 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -357887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -354550.687500 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -354550.7 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -355319.781250 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -355319.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -355579.531250 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -355579.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -355833.000000 Penalty: 3996.930420
	Iteration 3F: 3 clusters Score -355833 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -356050.375000 Penalty: 3996.930420
	Iteration 4F: 3 clusters Score -356050.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -356223.218750 Penalty: 3996.930420
	Iteration 5F: 3 clusters Score -356223.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -356328.250000 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -356328.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -356404.531250 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -356404.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -356469.312500 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -356469.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -356515.343750 Penalty: 3996.930420
	Iteration 9Q: 3 clusters Score -356515.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -356573.843750 Penalty: 3996.930420
	Iteration 10Q: 3 clusters Score -356573.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -356655.000000 Penalty: 3996.930420
	Iteration 11Q: 3 clusters Score -356655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -356730.656250 Penalty: 3996.930420
	Iteration 12Q: 3 clusters Score -356730.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -356781.656250 Penalty: 3996.930420
	Iteration 13Q: 3 clusters Score -356781.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -356798.625000 Penalty: 3996.930420
	Iteration 14Q: 3 clusters Score -356798.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -356808.718750 Penalty: 3996.930420
	Iteration 15Q: 3 clusters Score -356808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -356814.843750 Penalty: 3996.930420
	Iteration 16Q: 3 clusters Score -356814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -356821.437500 Penalty: 3996.930420
	Iteration 17Q: 3 clusters Score -356821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -356827.593750 Penalty: 3996.930420
	Iteration 18Q: 3 clusters Score -356827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -356832.250000 Penalty: 3996.930420
	Iteration 19Q: 3 clusters Score -356832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -356837.687500 Penalty: 3996.930420
	Iteration 20F: 3 clusters Score -356837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -356840.156250 Penalty: 3996.930420
	Iteration 21Q: 3 clusters Score -356840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -356842.375000 Penalty: 3996.930420
	Iteration 22Q: 3 clusters Score -356842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -356843.031250 Penalty: 3996.930420
	Iteration 23Q: 3 clusters Score -356843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356843.093750 Penalty: 3996.930420
	Iteration 24Q: 3 clusters Score -356843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356843.093750 Penalty: 3996.930420
	Iteration 25F: 3 clusters Score -356843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173669 members 
Entering Unmasked Estep 
Score: -21563144.000000 Penalty: 2992.096680
	Iteration 0F: 2 clusters Score -2.156314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -21448674.000000 Penalty: 5984.193359
	Iteration 0F: 3 clusters Score -2.144867e+07 nChanged 83115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -21497234.000000 Penalty: 5984.193359
	Iteration 1F: 3 clusters Score -2.149723e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -21498756.000000 Penalty: 5984.193359
	Iteration 2Q: 3 clusters Score -2.149876e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -21500946.000000 Penalty: 5984.193359
	Iteration 3Q: 3 clusters Score -2.150095e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -21504790.000000 Penalty: 5984.193359
	Iteration 4Q: 3 clusters Score -2.150479e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104781 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -21510176.000000 Penalty: 5984.193359
	Iteration 5Q: 3 clusters Score -2.151018e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111837 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -21517194.000000 Penalty: 5984.193359
	Iteration 6F: 3 clusters Score -2.151719e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -21524882.000000 Penalty: 5984.193359
	Iteration 7F: 3 clusters Score -2.152488e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -21532946.000000 Penalty: 5984.193359
	Iteration 8F: 3 clusters Score -2.153295e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -21540062.000000 Penalty: 5984.193359
	Iteration 9F: 3 clusters Score -2.154006e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -21546086.000000 Penalty: 5984.193359
	Iteration 10Q: 3 clusters Score -2.154609e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -21550742.000000 Penalty: 5984.193359
	Iteration 11Q: 3 clusters Score -2.155074e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157292 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -21554046.000000 Penalty: 5984.193359
	Iteration 12Q: 3 clusters Score -2.155405e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161657 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -21556608.000000 Penalty: 5984.193359
	Iteration 13Q: 3 clusters Score -2.155661e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -21558198.000000 Penalty: 5984.193359
	Iteration 14Q: 3 clusters Score -2.15582e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -21559072.000000 Penalty: 5984.193359
	Iteration 15Q: 3 clusters Score -2.155907e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168474 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -21559832.000000 Penalty: 5984.193359
	Iteration 16Q: 3 clusters Score -2.155983e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169511 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -21560152.000000 Penalty: 5984.193359
	Iteration 17Q: 3 clusters Score -2.156015e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -21560430.000000 Penalty: 5984.193359
	Iteration 18Q: 3 clusters Score -2.156043e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170672 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -21560522.000000 Penalty: 5984.193359
	Iteration 19Q: 3 clusters Score -2.156052e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -21560600.000000 Penalty: 5984.193359
	Iteration 20F: 3 clusters Score -2.15606e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21560758.000000 Penalty: 5984.193359
	Iteration 21Q: 3 clusters Score -2.156076e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -21560826.000000 Penalty: 5984.193359
	Iteration 22Q: 3 clusters Score -2.156083e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171567 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21560874.000000 Penalty: 5984.193359
	Iteration 23Q: 3 clusters Score -2.156087e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -21560894.000000 Penalty: 5984.193359
	Iteration 24Q: 3 clusters Score -2.156089e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171737 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21560906.000000 Penalty: 5984.193359
	Iteration 25Q: 3 clusters Score -2.156091e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171809 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21560922.000000 Penalty: 5984.193359
	Iteration 26Q: 3 clusters Score -2.156092e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171862 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21560942.000000 Penalty: 5984.193359
	Iteration 27Q: 3 clusters Score -2.156094e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171909 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21560948.000000 Penalty: 5984.193359
	Iteration 28Q: 3 clusters Score -2.156095e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -21560974.000000 Penalty: 5984.193359
	Iteration 29Q: 3 clusters Score -2.156097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21561010.000000 Penalty: 5984.193359
	Iteration 30Q: 3 clusters Score -2.156101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171999 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -21561006.000000 Penalty: 5984.193359
	Iteration 31Q: 3 clusters Score -2.156101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21561016.000000 Penalty: 5984.193359
	Iteration 32Q: 3 clusters Score -2.156102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172017 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21561016.000000 Penalty: 5984.193359
	Iteration 33Q: 3 clusters Score -2.156102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172024 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21561022.000000 Penalty: 5984.193359
	Iteration 34Q: 3 clusters Score -2.156102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21561018.000000 Penalty: 5984.193359
	Iteration 35Q: 3 clusters Score -2.156102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172043 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -21561026.000000 Penalty: 5984.193359
	Iteration 36Q: 3 clusters Score -2.156103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172054 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -21561042.000000 Penalty: 5984.193359
	Iteration 37Q: 3 clusters Score -2.156104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -21561032.000000 Penalty: 5984.193359
	Iteration 38Q: 3 clusters Score -2.156103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21561032.000000 Penalty: 5984.193359
	Iteration 39Q: 3 clusters Score -2.156103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21561040.000000 Penalty: 5984.193359
	Iteration 40F: 3 clusters Score -2.156104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21561012.000000 Penalty: 5984.193359
	Iteration 41Q: 3 clusters Score -2.156101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172112 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21561014.000000 Penalty: 5984.193359
	Iteration 42Q: 3 clusters Score -2.156101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21561018.000000 Penalty: 5984.193359
	Iteration 43Q: 3 clusters Score -2.156102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21561018.000000 Penalty: 5984.193359
	Iteration 44Q: 3 clusters Score -2.156102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172127 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21561002.000000 Penalty: 5984.193359
	Iteration 45Q: 3 clusters Score -2.1561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21561014.000000 Penalty: 5984.193359
	Iteration 46Q: 3 clusters Score -2.156101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172130 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21561004.000000 Penalty: 5984.193359
	Iteration 47Q: 3 clusters Score -2.1561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172130 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21561018.000000 Penalty: 5984.193359
	Iteration 48Q: 3 clusters Score -2.156102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21561026.000000 Penalty: 5984.193359
	Iteration 49Q: 3 clusters Score -2.156103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172130 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21561018.000000 Penalty: 5984.193359
	Iteration 50Q: 3 clusters Score -2.156102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21561012.000000 Penalty: 5984.193359
	Iteration 51Q: 3 clusters Score -2.156101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21561018.000000 Penalty: 5984.193359
	Iteration 52Q: 3 clusters Score -2.156102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21561006.000000 Penalty: 5984.193359
	Iteration 53Q: 3 clusters Score -2.156101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21561006.000000 Penalty: 5984.193359
	Iteration 54F: 3 clusters Score -2.156101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71841.578125 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71841.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70270.648438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -70270.65 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70780.757812 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70780.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71151.960938 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -71151.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71287.132812 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -71287.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71313.929688 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -71313.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71325.687500 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71325.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71332.429688 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71332.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71334.476562 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71334.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71335.851562 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71335.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71337.960938 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71337.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71339.375000 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -71339.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71341.578125 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -71341.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71341.578125 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -71341.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (173413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Entering Unmasked Estep 
Score: -21335064.000000 Penalty: 2991.730957
	Iteration 0F: 2 clusters Score -2.133506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -21220856.000000 Penalty: 5983.461914
	Iteration 0F: 3 clusters Score -2.122086e+07 nChanged 83481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -21269664.000000 Penalty: 5983.461914
	Iteration 1F: 3 clusters Score -2.126966e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -21271436.000000 Penalty: 5983.461914
	Iteration 2Q: 3 clusters Score -2.127144e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -21274056.000000 Penalty: 5983.461914
	Iteration 3Q: 3 clusters Score -2.127406e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -21278082.000000 Penalty: 5983.461914
	Iteration 4F: 3 clusters Score -2.127808e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -21284906.000000 Penalty: 5983.461914
	Iteration 5F: 3 clusters Score -2.128491e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113144 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -21294358.000000 Penalty: 5983.461914
	Iteration 6F: 3 clusters Score -2.129436e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -21305668.000000 Penalty: 5983.461914
	Iteration 7F: 3 clusters Score -2.130567e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128222 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -21315578.000000 Penalty: 5983.461914
	Iteration 8F: 3 clusters Score -2.131558e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131786 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -21323314.000000 Penalty: 5983.461914
	Iteration 9Q: 3 clusters Score -2.132331e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133640 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -21327520.000000 Penalty: 5983.461914
	Iteration 10Q: 3 clusters Score -2.132752e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135027 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -21329106.000000 Penalty: 5983.461914
	Iteration 11Q: 3 clusters Score -2.132911e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -21329796.000000 Penalty: 5983.461914
	Iteration 12Q: 3 clusters Score -2.13298e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137523 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -21330188.000000 Penalty: 5983.461914
	Iteration 13Q: 3 clusters Score -2.133019e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138625 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -21330536.000000 Penalty: 5983.461914
	Iteration 14Q: 3 clusters Score -2.133054e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -21330926.000000 Penalty: 5983.461914
	Iteration 15Q: 3 clusters Score -2.133093e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140670 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -21331050.000000 Penalty: 5983.461914
	Iteration 16Q: 3 clusters Score -2.133105e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -21331120.000000 Penalty: 5983.461914
	Iteration 17Q: 3 clusters Score -2.133112e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142576 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -21331270.000000 Penalty: 5983.461914
	Iteration 18Q: 3 clusters Score -2.133127e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -21331366.000000 Penalty: 5983.461914
	Iteration 19Q: 3 clusters Score -2.133137e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -21331456.000000 Penalty: 5983.461914
	Iteration 20F: 3 clusters Score -2.133146e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -21331560.000000 Penalty: 5983.461914
	Iteration 21Q: 3 clusters Score -2.133156e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -21331738.000000 Penalty: 5983.461914
	Iteration 22Q: 3 clusters Score -2.133174e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -21331918.000000 Penalty: 5983.461914
	Iteration 23Q: 3 clusters Score -2.133192e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147865 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -21332004.000000 Penalty: 5983.461914
	Iteration 24Q: 3 clusters Score -2.1332e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148637 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -21332166.000000 Penalty: 5983.461914
	Iteration 25Q: 3 clusters Score -2.133217e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -21332186.000000 Penalty: 5983.461914
	Iteration 26Q: 3 clusters Score -2.133219e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -21332136.000000 Penalty: 5983.461914
	Iteration 27Q: 3 clusters Score -2.133214e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150838 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -21332232.000000 Penalty: 5983.461914
	Iteration 28Q: 3 clusters Score -2.133223e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151575 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -21332268.000000 Penalty: 5983.461914
	Iteration 29Q: 3 clusters Score -2.133227e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152298 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -21332450.000000 Penalty: 5983.461914
	Iteration 30Q: 3 clusters Score -2.133245e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -21332448.000000 Penalty: 5983.461914
	Iteration 31Q: 3 clusters Score -2.133245e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153713 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -21332474.000000 Penalty: 5983.461914
	Iteration 32Q: 3 clusters Score -2.133247e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -21332500.000000 Penalty: 5983.461914
	Iteration 33Q: 3 clusters Score -2.13325e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -21332594.000000 Penalty: 5983.461914
	Iteration 34Q: 3 clusters Score -2.133259e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -21332648.000000 Penalty: 5983.461914
	Iteration 35Q: 3 clusters Score -2.133265e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -21332684.000000 Penalty: 5983.461914
	Iteration 36Q: 3 clusters Score -2.133268e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156769 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -21332738.000000 Penalty: 5983.461914
	Iteration 37Q: 3 clusters Score -2.133274e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -21332702.000000 Penalty: 5983.461914
	Iteration 38Q: 3 clusters Score -2.13327e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -21332814.000000 Penalty: 5983.461914
	Iteration 39Q: 3 clusters Score -2.133281e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -21332856.000000 Penalty: 5983.461914
	Iteration 40F: 3 clusters Score -2.133286e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -21332856.000000 Penalty: 5983.461914
	Iteration 41Q: 3 clusters Score -2.133286e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159898 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -21332940.000000 Penalty: 5983.461914
	Iteration 42Q: 3 clusters Score -2.133294e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160474 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -21332982.000000 Penalty: 5983.461914
	Iteration 43Q: 3 clusters Score -2.133298e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -21332966.000000 Penalty: 5983.461914
	Iteration 44Q: 3 clusters Score -2.133297e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -21333020.000000 Penalty: 5983.461914
	Iteration 45Q: 3 clusters Score -2.133302e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162062 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -21333068.000000 Penalty: 5983.461914
	Iteration 46Q: 3 clusters Score -2.133307e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162571 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -21333116.000000 Penalty: 5983.461914
	Iteration 47Q: 3 clusters Score -2.133312e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163057 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -21333164.000000 Penalty: 5983.461914
	Iteration 48Q: 3 clusters Score -2.133316e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -21333226.000000 Penalty: 5983.461914
	Iteration 49Q: 3 clusters Score -2.133323e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -21333216.000000 Penalty: 5983.461914
	Iteration 50Q: 3 clusters Score -2.133322e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164375 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -21333244.000000 Penalty: 5983.461914
	Iteration 51Q: 3 clusters Score -2.133324e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -21333218.000000 Penalty: 5983.461914
	Iteration 52Q: 3 clusters Score -2.133322e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -21333216.000000 Penalty: 5983.461914
	Iteration 53Q: 3 clusters Score -2.133322e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165423 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -21333282.000000 Penalty: 5983.461914
	Iteration 54Q: 3 clusters Score -2.133328e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165722 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -21333396.000000 Penalty: 5983.461914
	Iteration 55Q: 3 clusters Score -2.13334e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166004 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -21333456.000000 Penalty: 5983.461914
	Iteration 56Q: 3 clusters Score -2.133346e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166269 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 57Q: 3 clusters Score -2.133348e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166500 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -21333508.000000 Penalty: 5983.461914
	Iteration 58Q: 3 clusters Score -2.133351e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166723 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -21333436.000000 Penalty: 5983.461914
	Iteration 59Q: 3 clusters Score -2.133344e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166917 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -21333458.000000 Penalty: 5983.461914
	Iteration 60F: 3 clusters Score -2.133346e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167090 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -21333486.000000 Penalty: 5983.461914
	Iteration 61Q: 3 clusters Score -2.133349e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167256 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -21333518.000000 Penalty: 5983.461914
	Iteration 62Q: 3 clusters Score -2.133352e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -21333488.000000 Penalty: 5983.461914
	Iteration 63Q: 3 clusters Score -2.133349e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 64Q: 3 clusters Score -2.133348e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -21333454.000000 Penalty: 5983.461914
	Iteration 65Q: 3 clusters Score -2.133345e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167885 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -21333506.000000 Penalty: 5983.461914
	Iteration 66Q: 3 clusters Score -2.133351e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -21333486.000000 Penalty: 5983.461914
	Iteration 67Q: 3 clusters Score -2.133349e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168133 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -21333504.000000 Penalty: 5983.461914
	Iteration 68Q: 3 clusters Score -2.13335e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -21333472.000000 Penalty: 5983.461914
	Iteration 69Q: 3 clusters Score -2.133347e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -21333472.000000 Penalty: 5983.461914
	Iteration 70Q: 3 clusters Score -2.133347e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -21333464.000000 Penalty: 5983.461914
	Iteration 71Q: 3 clusters Score -2.133346e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -21333452.000000 Penalty: 5983.461914
	Iteration 72Q: 3 clusters Score -2.133345e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -21333460.000000 Penalty: 5983.461914
	Iteration 73Q: 3 clusters Score -2.133346e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168822 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -21333512.000000 Penalty: 5983.461914
	Iteration 74Q: 3 clusters Score -2.133351e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168894 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -21333520.000000 Penalty: 5983.461914
	Iteration 75Q: 3 clusters Score -2.133352e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -21333500.000000 Penalty: 5983.461914
	Iteration 76Q: 3 clusters Score -2.13335e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169036 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -21333514.000000 Penalty: 5983.461914
	Iteration 77Q: 3 clusters Score -2.133351e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -21333526.000000 Penalty: 5983.461914
	Iteration 78Q: 3 clusters Score -2.133353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -21333540.000000 Penalty: 5983.461914
	Iteration 79Q: 3 clusters Score -2.133354e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169199 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -21333526.000000 Penalty: 5983.461914
	Iteration 80F: 3 clusters Score -2.133353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -21333560.000000 Penalty: 5983.461914
	Iteration 81Q: 3 clusters Score -2.133356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -21333548.000000 Penalty: 5983.461914
	Iteration 82Q: 3 clusters Score -2.133355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -21333552.000000 Penalty: 5983.461914
	Iteration 83Q: 3 clusters Score -2.133355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -21333522.000000 Penalty: 5983.461914
	Iteration 84Q: 3 clusters Score -2.133352e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -21333538.000000 Penalty: 5983.461914
	Iteration 85Q: 3 clusters Score -2.133354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169398 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -21333536.000000 Penalty: 5983.461914
	Iteration 86Q: 3 clusters Score -2.133354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -21333538.000000 Penalty: 5983.461914
	Iteration 87Q: 3 clusters Score -2.133354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -21333540.000000 Penalty: 5983.461914
	Iteration 88Q: 3 clusters Score -2.133354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -21333522.000000 Penalty: 5983.461914
	Iteration 89Q: 3 clusters Score -2.133352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169459 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -21333528.000000 Penalty: 5983.461914
	Iteration 90Q: 3 clusters Score -2.133353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -21333516.000000 Penalty: 5983.461914
	Iteration 91Q: 3 clusters Score -2.133352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169496 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -21333514.000000 Penalty: 5983.461914
	Iteration 92Q: 3 clusters Score -2.133351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -21333500.000000 Penalty: 5983.461914
	Iteration 93Q: 3 clusters Score -2.13335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -21333494.000000 Penalty: 5983.461914
	Iteration 94Q: 3 clusters Score -2.133349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169571 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -21333466.000000 Penalty: 5983.461914
	Iteration 95Q: 3 clusters Score -2.133347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169595 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -21333460.000000 Penalty: 5983.461914
	Iteration 96Q: 3 clusters Score -2.133346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -21333464.000000 Penalty: 5983.461914
	Iteration 97Q: 3 clusters Score -2.133346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -21333456.000000 Penalty: 5983.461914
	Iteration 98Q: 3 clusters Score -2.133346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169627 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 99Q: 3 clusters Score -2.133348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -21333470.000000 Penalty: 5983.461914
	Iteration 100F: 3 clusters Score -2.133347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -21333470.000000 Penalty: 5983.461914
	Iteration 101Q: 3 clusters Score -2.133347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169650 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -21333480.000000 Penalty: 5983.461914
	Iteration 102Q: 3 clusters Score -2.133348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169661 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -21333492.000000 Penalty: 5983.461914
	Iteration 103Q: 3 clusters Score -2.133349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -21333480.000000 Penalty: 5983.461914
	Iteration 104Q: 3 clusters Score -2.133348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169672 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -21333490.000000 Penalty: 5983.461914
	Iteration 105Q: 3 clusters Score -2.133349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169677 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -21333484.000000 Penalty: 5983.461914
	Iteration 106Q: 3 clusters Score -2.133348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169683 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 107Q: 3 clusters Score -2.133348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169687 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -21333494.000000 Penalty: 5983.461914
	Iteration 108Q: 3 clusters Score -2.133349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169689 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -21333488.000000 Penalty: 5983.461914
	Iteration 109Q: 3 clusters Score -2.133349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169694 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -21333490.000000 Penalty: 5983.461914
	Iteration 110Q: 3 clusters Score -2.133349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 111Q: 3 clusters Score -2.133348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -21333490.000000 Penalty: 5983.461914
	Iteration 112Q: 3 clusters Score -2.133349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169705 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -21333484.000000 Penalty: 5983.461914
	Iteration 113Q: 3 clusters Score -2.133348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169714 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -21333504.000000 Penalty: 5983.461914
	Iteration 114Q: 3 clusters Score -2.13335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -21333506.000000 Penalty: 5983.461914
	Iteration 115Q: 3 clusters Score -2.133351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -21333510.000000 Penalty: 5983.461914
	Iteration 116Q: 3 clusters Score -2.133351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169746 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -21333500.000000 Penalty: 5983.461914
	Iteration 117Q: 3 clusters Score -2.13335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169757 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -21333510.000000 Penalty: 5983.461914
	Iteration 118Q: 3 clusters Score -2.133351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -21333504.000000 Penalty: 5983.461914
	Iteration 119Q: 3 clusters Score -2.13335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -21333498.000000 Penalty: 5983.461914
	Iteration 120F: 3 clusters Score -2.13335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169793 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -21333494.000000 Penalty: 5983.461914
	Iteration 121Q: 3 clusters Score -2.133349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21333484.000000 Penalty: 5983.461914
	Iteration 122Q: 3 clusters Score -2.133348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21333490.000000 Penalty: 5983.461914
	Iteration 123Q: 3 clusters Score -2.133349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169821 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -21333500.000000 Penalty: 5983.461914
	Iteration 124Q: 3 clusters Score -2.13335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169828 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -21333500.000000 Penalty: 5983.461914
	Iteration 125Q: 3 clusters Score -2.13335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21333530.000000 Penalty: 5983.461914
	Iteration 126Q: 3 clusters Score -2.133353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169844 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -21333526.000000 Penalty: 5983.461914
	Iteration 127Q: 3 clusters Score -2.133353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169853 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -21333530.000000 Penalty: 5983.461914
	Iteration 128Q: 3 clusters Score -2.133353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -21333522.000000 Penalty: 5983.461914
	Iteration 129Q: 3 clusters Score -2.133352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21333508.000000 Penalty: 5983.461914
	Iteration 130Q: 3 clusters Score -2.133351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169870 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -21333508.000000 Penalty: 5983.461914
	Iteration 131Q: 3 clusters Score -2.133351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -21333518.000000 Penalty: 5983.461914
	Iteration 132Q: 3 clusters Score -2.133352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -21333524.000000 Penalty: 5983.461914
	Iteration 133Q: 3 clusters Score -2.133352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -21333512.000000 Penalty: 5983.461914
	Iteration 134Q: 3 clusters Score -2.133351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169897 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -21333492.000000 Penalty: 5983.461914
	Iteration 135Q: 3 clusters Score -2.133349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -21333478.000000 Penalty: 5983.461914
	Iteration 136Q: 3 clusters Score -2.133348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -21333502.000000 Penalty: 5983.461914
	Iteration 137Q: 3 clusters Score -2.13335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -21333470.000000 Penalty: 5983.461914
	Iteration 138Q: 3 clusters Score -2.133347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -21333474.000000 Penalty: 5983.461914
	Iteration 139Q: 3 clusters Score -2.133347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21333468.000000 Penalty: 5983.461914
	Iteration 140F: 3 clusters Score -2.133347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 141Q: 3 clusters Score -2.133348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -21333496.000000 Penalty: 5983.461914
	Iteration 142Q: 3 clusters Score -2.13335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21333488.000000 Penalty: 5983.461914
	Iteration 143Q: 3 clusters Score -2.133349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170026 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -21333484.000000 Penalty: 5983.461914
	Iteration 144Q: 3 clusters Score -2.133348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -21333476.000000 Penalty: 5983.461914
	Iteration 145Q: 3 clusters Score -2.133348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170046 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21333476.000000 Penalty: 5983.461914
	Iteration 146Q: 3 clusters Score -2.133348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21333474.000000 Penalty: 5983.461914
	Iteration 147Q: 3 clusters Score -2.133347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170063 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21333462.000000 Penalty: 5983.461914
	Iteration 148Q: 3 clusters Score -2.133346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -21333452.000000 Penalty: 5983.461914
	Iteration 149Q: 3 clusters Score -2.133345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -21333460.000000 Penalty: 5983.461914
	Iteration 150Q: 3 clusters Score -2.133346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -21333466.000000 Penalty: 5983.461914
	Iteration 151Q: 3 clusters Score -2.133347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170075 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -21333464.000000 Penalty: 5983.461914
	Iteration 152Q: 3 clusters Score -2.133346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170078 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -21333462.000000 Penalty: 5983.461914
	Iteration 153Q: 3 clusters Score -2.133346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170085 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -21333464.000000 Penalty: 5983.461914
	Iteration 154Q: 3 clusters Score -2.133346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170085 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -21333462.000000 Penalty: 5983.461914
	Iteration 155Q: 3 clusters Score -2.133346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -21333464.000000 Penalty: 5983.461914
	Iteration 156Q: 3 clusters Score -2.133346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21333472.000000 Penalty: 5983.461914
	Iteration 157Q: 3 clusters Score -2.133347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170091 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -21333478.000000 Penalty: 5983.461914
	Iteration 158Q: 3 clusters Score -2.133348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -21333466.000000 Penalty: 5983.461914
	Iteration 159Q: 3 clusters Score -2.133347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -21333478.000000 Penalty: 5983.461914
	Iteration 160F: 3 clusters Score -2.133348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170094 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -21333468.000000 Penalty: 5983.461914
	Iteration 161Q: 3 clusters Score -2.133347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170095 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 162Q: 3 clusters Score -2.133348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21333482.000000 Penalty: 5983.461914
	Iteration 163Q: 3 clusters Score -2.133348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -21333496.000000 Penalty: 5983.461914
	Iteration 164Q: 3 clusters Score -2.13335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -21333488.000000 Penalty: 5983.461914
	Iteration 165Q: 3 clusters Score -2.133349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -21333484.000000 Penalty: 5983.461914
	Iteration 166Q: 3 clusters Score -2.133348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21333474.000000 Penalty: 5983.461914
	Iteration 167Q: 3 clusters Score -2.133347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21333474.000000 Penalty: 5983.461914
	Iteration 168F: 3 clusters Score -2.133347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Entering Unmasked Estep 
Score: -2101448.750000 Penalty: 2416.837402
	Iteration 0F: 2 clusters Score -2101449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2089283.250000 Penalty: 4833.674805
	Iteration 0F: 3 clusters Score -2089283 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2093272.125000 Penalty: 4833.674805
	Iteration 1F: 3 clusters Score -2093272 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2093646.375000 Penalty: 4833.674805
	Iteration 2F: 3 clusters Score -2093646 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2093942.750000 Penalty: 4833.674805
	Iteration 3Q: 3 clusters Score -2093943 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2094251.500000 Penalty: 4833.674805
	Iteration 4Q: 3 clusters Score -2094252 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2094572.250000 Penalty: 4833.674805
	Iteration 5Q: 3 clusters Score -2094572 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2094900.375000 Penalty: 4833.674805
	Iteration 6Q: 3 clusters Score -2094900 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2095248.500000 Penalty: 4833.674805
	Iteration 7Q: 3 clusters Score -2095248 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2095601.250000 Penalty: 4833.674805
	Iteration 8Q: 3 clusters Score -2095601 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2095972.125000 Penalty: 4833.674805
	Iteration 9Q: 3 clusters Score -2095972 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2096337.875000 Penalty: 4833.674805
	Iteration 10Q: 3 clusters Score -2096338 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2096717.125000 Penalty: 4833.674805
	Iteration 11Q: 3 clusters Score -2096717 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2097125.250000 Penalty: 4833.674805
	Iteration 12Q: 3 clusters Score -2097125 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2097481.250000 Penalty: 4833.674805
	Iteration 13Q: 3 clusters Score -2097481 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2097773.250000 Penalty: 4833.674805
	Iteration 14Q: 3 clusters Score -2097773 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2098009.000000 Penalty: 4833.674805
	Iteration 15Q: 3 clusters Score -2098009 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2098164.250000 Penalty: 4833.674805
	Iteration 16Q: 3 clusters Score -2098164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2098278.500000 Penalty: 4833.674805
	Iteration 17Q: 3 clusters Score -2098278 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2098379.500000 Penalty: 4833.674805
	Iteration 18Q: 3 clusters Score -2098380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2098467.500000 Penalty: 4833.674805
	Iteration 19Q: 3 clusters Score -2098468 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2098531.000000 Penalty: 4833.674805
	Iteration 20F: 3 clusters Score -2098531 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2098582.250000 Penalty: 4833.674805
	Iteration 21Q: 3 clusters Score -2098582 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2098621.500000 Penalty: 4833.674805
	Iteration 22Q: 3 clusters Score -2098622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2098653.500000 Penalty: 4833.674805
	Iteration 23Q: 3 clusters Score -2098654 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2098680.500000 Penalty: 4833.674805
	Iteration 24Q: 3 clusters Score -2098680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2098692.250000 Penalty: 4833.674805
	Iteration 25Q: 3 clusters Score -2098692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2098714.000000 Penalty: 4833.674805
	Iteration 26Q: 3 clusters Score -2098714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2098720.000000 Penalty: 4833.674805
	Iteration 27Q: 3 clusters Score -2098720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2098743.000000 Penalty: 4833.674805
	Iteration 28Q: 3 clusters Score -2098743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2098749.000000 Penalty: 4833.674805
	Iteration 29Q: 3 clusters Score -2098749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2098759.500000 Penalty: 4833.674805
	Iteration 30Q: 3 clusters Score -2098760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2098766.250000 Penalty: 4833.674805
	Iteration 31Q: 3 clusters Score -2098766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2098773.500000 Penalty: 4833.674805
	Iteration 32Q: 3 clusters Score -2098774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2098784.000000 Penalty: 4833.674805
	Iteration 33Q: 3 clusters Score -2098784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2098789.000000 Penalty: 4833.674805
	Iteration 34Q: 3 clusters Score -2098789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2098789.250000 Penalty: 4833.674805
	Iteration 35Q: 3 clusters Score -2098789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2098793.250000 Penalty: 4833.674805
	Iteration 36Q: 3 clusters Score -2098793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2098790.250000 Penalty: 4833.674805
	Iteration 37Q: 3 clusters Score -2098790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2098788.500000 Penalty: 4833.674805
	Iteration 38Q: 3 clusters Score -2098788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2098797.500000 Penalty: 4833.674805
	Iteration 39Q: 3 clusters Score -2098798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2098797.500000 Penalty: 4833.674805
	Iteration 40F: 3 clusters Score -2098798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2098805.000000 Penalty: 4833.674805
	Iteration 41Q: 3 clusters Score -2098805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2098808.750000 Penalty: 4833.674805
	Iteration 42Q: 3 clusters Score -2098809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2098807.250000 Penalty: 4833.674805
	Iteration 43Q: 3 clusters Score -2098807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2098805.250000 Penalty: 4833.674805
	Iteration 44Q: 3 clusters Score -2098805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2098805.000000 Penalty: 4833.674805
	Iteration 45Q: 3 clusters Score -2098805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2098810.250000 Penalty: 4833.674805
	Iteration 46Q: 3 clusters Score -2098810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2098814.000000 Penalty: 4833.674805
	Iteration 47Q: 3 clusters Score -2098814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2098811.750000 Penalty: 4833.674805
	Iteration 48Q: 3 clusters Score -2098812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2098817.000000 Penalty: 4833.674805
	Iteration 49Q: 3 clusters Score -2098817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2098814.250000 Penalty: 4833.674805
	Iteration 50Q: 3 clusters Score -2098814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2098813.500000 Penalty: 4833.674805
	Iteration 51Q: 3 clusters Score -2098814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2098815.250000 Penalty: 4833.674805
	Iteration 52Q: 3 clusters Score -2098815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2098815.000000 Penalty: 4833.674805
	Iteration 53Q: 3 clusters Score -2098815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2098818.250000 Penalty: 4833.674805
	Iteration 54Q: 3 clusters Score -2098818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2098819.250000 Penalty: 4833.674805
	Iteration 55Q: 3 clusters Score -2098819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2098817.250000 Penalty: 4833.674805
	Iteration 56Q: 3 clusters Score -2098817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2098817.750000 Penalty: 4833.674805
	Iteration 57Q: 3 clusters Score -2098818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2098820.500000 Penalty: 4833.674805
	Iteration 58Q: 3 clusters Score -2098820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2098820.500000 Penalty: 4833.674805
	Iteration 59F: 3 clusters Score -2098820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Entering Unmasked Estep 
Score: -2446331.750000 Penalty: 2455.655518
	Iteration 0F: 2 clusters Score -2446332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2432279.750000 Penalty: 4911.311035
	Iteration 0F: 3 clusters Score -2432280 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2437040.000000 Penalty: 4911.311035
	Iteration 1F: 3 clusters Score -2437040 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2437466.000000 Penalty: 4911.311035
	Iteration 2F: 3 clusters Score -2437466 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2437777.000000 Penalty: 4911.311035
	Iteration 3Q: 3 clusters Score -2437777 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2438052.750000 Penalty: 4911.311035
	Iteration 4Q: 3 clusters Score -2438053 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2438312.000000 Penalty: 4911.311035
	Iteration 5Q: 3 clusters Score -2438312 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2438543.500000 Penalty: 4911.311035
	Iteration 6Q: 3 clusters Score -2438544 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2438806.500000 Penalty: 4911.311035
	Iteration 7Q: 3 clusters Score -2438806 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2439064.750000 Penalty: 4911.311035
	Iteration 8Q: 3 clusters Score -2439065 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2439345.000000 Penalty: 4911.311035
	Iteration 9Q: 3 clusters Score -2439345 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2439688.750000 Penalty: 4911.311035
	Iteration 10Q: 3 clusters Score -2439689 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2440098.250000 Penalty: 4911.311035
	Iteration 11Q: 3 clusters Score -2440098 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2440552.750000 Penalty: 4911.311035
	Iteration 12Q: 3 clusters Score -2440553 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2441074.000000 Penalty: 4911.311035
	Iteration 13Q: 3 clusters Score -2441074 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2441641.500000 Penalty: 4911.311035
	Iteration 14Q: 3 clusters Score -2441642 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2442250.000000 Penalty: 4911.311035
	Iteration 15Q: 3 clusters Score -2442250 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2442816.000000 Penalty: 4911.311035
	Iteration 16Q: 3 clusters Score -2442816 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2443273.000000 Penalty: 4911.311035
	Iteration 17Q: 3 clusters Score -2443273 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2443614.000000 Penalty: 4911.311035
	Iteration 18Q: 3 clusters Score -2443614 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2443865.750000 Penalty: 4911.311035
	Iteration 19Q: 3 clusters Score -2443866 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2443999.250000 Penalty: 4911.311035
	Iteration 20F: 3 clusters Score -2443999 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2444073.000000 Penalty: 4911.311035
	Iteration 21Q: 3 clusters Score -2444073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2444109.000000 Penalty: 4911.311035
	Iteration 22Q: 3 clusters Score -2444109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2444137.000000 Penalty: 4911.311035
	Iteration 23Q: 3 clusters Score -2444137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2444159.500000 Penalty: 4911.311035
	Iteration 24Q: 3 clusters Score -2444160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2444173.250000 Penalty: 4911.311035
	Iteration 25Q: 3 clusters Score -2444173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2444198.750000 Penalty: 4911.311035
	Iteration 26Q: 3 clusters Score -2444199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2444211.250000 Penalty: 4911.311035
	Iteration 27Q: 3 clusters Score -2444211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2444220.250000 Penalty: 4911.311035
	Iteration 28Q: 3 clusters Score -2444220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2444231.500000 Penalty: 4911.311035
	Iteration 29Q: 3 clusters Score -2444232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2444235.250000 Penalty: 4911.311035
	Iteration 30Q: 3 clusters Score -2444235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2444244.500000 Penalty: 4911.311035
	Iteration 31Q: 3 clusters Score -2444244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2444249.250000 Penalty: 4911.311035
	Iteration 32Q: 3 clusters Score -2444249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2444253.000000 Penalty: 4911.311035
	Iteration 33Q: 3 clusters Score -2444253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2444257.500000 Penalty: 4911.311035
	Iteration 34Q: 3 clusters Score -2444258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2444259.250000 Penalty: 4911.311035
	Iteration 35Q: 3 clusters Score -2444259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2444258.250000 Penalty: 4911.311035
	Iteration 36Q: 3 clusters Score -2444258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2444257.250000 Penalty: 4911.311035
	Iteration 37Q: 3 clusters Score -2444257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2444261.750000 Penalty: 4911.311035
	Iteration 38Q: 3 clusters Score -2444262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2444262.000000 Penalty: 4911.311035
	Iteration 39Q: 3 clusters Score -2444262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2444262.000000 Penalty: 4911.311035
	Iteration 40F: 3 clusters Score -2444262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Entering Unmasked Estep 
Score: -1549882.125000 Penalty: 2347.987793
	Iteration 0F: 2 clusters Score -1549882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1540361.000000 Penalty: 4695.975586
	Iteration 0F: 3 clusters Score -1540361 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1543459.750000 Penalty: 4695.975586
	Iteration 1F: 3 clusters Score -1543460 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1543849.375000 Penalty: 4695.975586
	Iteration 2F: 3 clusters Score -1543849 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1544212.750000 Penalty: 4695.975586
	Iteration 3F: 3 clusters Score -1544213 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1544595.000000 Penalty: 4695.975586
	Iteration 4F: 3 clusters Score -1544595 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1545041.875000 Penalty: 4695.975586
	Iteration 5F: 3 clusters Score -1545042 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1545559.500000 Penalty: 4695.975586
	Iteration 6F: 3 clusters Score -1545560 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1546073.375000 Penalty: 4695.975586
	Iteration 7F: 3 clusters Score -1546073 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1546489.875000 Penalty: 4695.975586
	Iteration 8Q: 3 clusters Score -1546490 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1546763.625000 Penalty: 4695.975586
	Iteration 9Q: 3 clusters Score -1546764 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1546943.625000 Penalty: 4695.975586
	Iteration 10Q: 3 clusters Score -1546944 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1547091.875000 Penalty: 4695.975586
	Iteration 11Q: 3 clusters Score -1547092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1547206.875000 Penalty: 4695.975586
	Iteration 12Q: 3 clusters Score -1547207 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1547287.125000 Penalty: 4695.975586
	Iteration 13Q: 3 clusters Score -1547287 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1547363.000000 Penalty: 4695.975586
	Iteration 14Q: 3 clusters Score -1547363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1547418.500000 Penalty: 4695.975586
	Iteration 15Q: 3 clusters Score -1547418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1547456.750000 Penalty: 4695.975586
	Iteration 16Q: 3 clusters Score -1547457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1547493.000000 Penalty: 4695.975586
	Iteration 17Q: 3 clusters Score -1547493 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1547524.250000 Penalty: 4695.975586
	Iteration 18Q: 3 clusters Score -1547524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1547548.250000 Penalty: 4695.975586
	Iteration 19Q: 3 clusters Score -1547548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1547582.625000 Penalty: 4695.975586
	Iteration 20F: 3 clusters Score -1547583 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1547620.375000 Penalty: 4695.975586
	Iteration 21Q: 3 clusters Score -1547620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1547661.125000 Penalty: 4695.975586
	Iteration 22Q: 3 clusters Score -1547661 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1547696.125000 Penalty: 4695.975586
	Iteration 23Q: 3 clusters Score -1547696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1547723.125000 Penalty: 4695.975586
	Iteration 24Q: 3 clusters Score -1547723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1547761.625000 Penalty: 4695.975586
	Iteration 25Q: 3 clusters Score -1547762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1547780.250000 Penalty: 4695.975586
	Iteration 26Q: 3 clusters Score -1547780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1547796.625000 Penalty: 4695.975586
	Iteration 27Q: 3 clusters Score -1547797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1547805.000000 Penalty: 4695.975586
	Iteration 28Q: 3 clusters Score -1547805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1547824.250000 Penalty: 4695.975586
	Iteration 29Q: 3 clusters Score -1547824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1547833.375000 Penalty: 4695.975586
	Iteration 30Q: 3 clusters Score -1547833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1547843.000000 Penalty: 4695.975586
	Iteration 31Q: 3 clusters Score -1547843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1547853.250000 Penalty: 4695.975586
	Iteration 32Q: 3 clusters Score -1547853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1547867.875000 Penalty: 4695.975586
	Iteration 33Q: 3 clusters Score -1547868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1547880.750000 Penalty: 4695.975586
	Iteration 34Q: 3 clusters Score -1547881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1547891.500000 Penalty: 4695.975586
	Iteration 35Q: 3 clusters Score -1547892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1547898.750000 Penalty: 4695.975586
	Iteration 36Q: 3 clusters Score -1547899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1547904.500000 Penalty: 4695.975586
	Iteration 37Q: 3 clusters Score -1547904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1547905.250000 Penalty: 4695.975586
	Iteration 38Q: 3 clusters Score -1547905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1547913.625000 Penalty: 4695.975586
	Iteration 39Q: 3 clusters Score -1547914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1547913.625000 Penalty: 4695.975586
	Iteration 40F: 3 clusters Score -1547914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1547919.750000 Penalty: 4695.975586
	Iteration 41Q: 3 clusters Score -1547920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1547924.125000 Penalty: 4695.975586
	Iteration 42Q: 3 clusters Score -1547924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1547921.375000 Penalty: 4695.975586
	Iteration 43Q: 3 clusters Score -1547921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1547924.625000 Penalty: 4695.975586
	Iteration 44Q: 3 clusters Score -1547925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1547930.250000 Penalty: 4695.975586
	Iteration 45Q: 3 clusters Score -1547930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1547929.500000 Penalty: 4695.975586
	Iteration 46Q: 3 clusters Score -1547930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1547930.750000 Penalty: 4695.975586
	Iteration 47Q: 3 clusters Score -1547931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1547933.375000 Penalty: 4695.975586
	Iteration 48Q: 3 clusters Score -1547933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1547935.375000 Penalty: 4695.975586
	Iteration 49Q: 3 clusters Score -1547935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1547937.250000 Penalty: 4695.975586
	Iteration 50Q: 3 clusters Score -1547937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1547934.875000 Penalty: 4695.975586
	Iteration 51Q: 3 clusters Score -1547935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1547936.375000 Penalty: 4695.975586
	Iteration 52Q: 3 clusters Score -1547936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1547935.875000 Penalty: 4695.975586
	Iteration 53Q: 3 clusters Score -1547936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1547935.875000 Penalty: 4695.975586
	Iteration 54F: 3 clusters Score -1547936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -325915.843750 Penalty: 1971.374634
	Iteration 0F: 2 clusters Score -325915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -322773.375000 Penalty: 3942.749268
	Iteration 0F: 3 clusters Score -322773.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -323429.656250 Penalty: 3942.749268
	Iteration 1F: 3 clusters Score -323429.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -323571.093750 Penalty: 3942.749268
	Iteration 2F: 3 clusters Score -323571.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -323640.093750 Penalty: 3942.749268
	Iteration 3Q: 3 clusters Score -323640.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -323688.906250 Penalty: 3942.749268
	Iteration 4Q: 3 clusters Score -323688.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -323714.156250 Penalty: 3942.749268
	Iteration 5Q: 3 clusters Score -323714.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -323734.937500 Penalty: 3942.749268
	Iteration 6Q: 3 clusters Score -323734.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -323751.968750 Penalty: 3942.749268
	Iteration 7Q: 3 clusters Score -323752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -323769.718750 Penalty: 3942.749268
	Iteration 8Q: 3 clusters Score -323769.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -323799.906250 Penalty: 3942.749268
	Iteration 9Q: 3 clusters Score -323799.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -323826.937500 Penalty: 3942.749268
	Iteration 10Q: 3 clusters Score -323826.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -323858.937500 Penalty: 3942.749268
	Iteration 11Q: 3 clusters Score -323858.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -323902.718750 Penalty: 3942.749268
	Iteration 12Q: 3 clusters Score -323902.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -323966.093750 Penalty: 3942.749268
	Iteration 13Q: 3 clusters Score -323966.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -324033.218750 Penalty: 3942.749268
	Iteration 14Q: 3 clusters Score -324033.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -324093.468750 Penalty: 3942.749268
	Iteration 15Q: 3 clusters Score -324093.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -324165.968750 Penalty: 3942.749268
	Iteration 16Q: 3 clusters Score -324166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -324267.062500 Penalty: 3942.749268
	Iteration 17Q: 3 clusters Score -324267.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -324374.312500 Penalty: 3942.749268
	Iteration 18Q: 3 clusters Score -324374.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -324469.468750 Penalty: 3942.749268
	Iteration 19Q: 3 clusters Score -324469.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -324529.875000 Penalty: 3942.749268
	Iteration 20F: 3 clusters Score -324529.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -324575.125000 Penalty: 3942.749268
	Iteration 21Q: 3 clusters Score -324575.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -324622.468750 Penalty: 3942.749268
	Iteration 22Q: 3 clusters Score -324622.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -324662.437500 Penalty: 3942.749268
	Iteration 23Q: 3 clusters Score -324662.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -324692.156250 Penalty: 3942.749268
	Iteration 24Q: 3 clusters Score -324692.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -324715.750000 Penalty: 3942.749268
	Iteration 25Q: 3 clusters Score -324715.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -324730.968750 Penalty: 3942.749268
	Iteration 26Q: 3 clusters Score -324731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -324738.593750 Penalty: 3942.749268
	Iteration 27Q: 3 clusters Score -324738.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -324745.031250 Penalty: 3942.749268
	Iteration 28Q: 3 clusters Score -324745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -324748.218750 Penalty: 3942.749268
	Iteration 29Q: 3 clusters Score -324748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -324751.500000 Penalty: 3942.749268
	Iteration 30Q: 3 clusters Score -324751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -324754.000000 Penalty: 3942.749268
	Iteration 31Q: 3 clusters Score -324754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -324755.812500 Penalty: 3942.749268
	Iteration 32Q: 3 clusters Score -324755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -324755.875000 Penalty: 3942.749268
	Iteration 33Q: 3 clusters Score -324755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -324756.062500 Penalty: 3942.749268
	Iteration 34Q: 3 clusters Score -324756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -324756.062500 Penalty: 3942.749268
	Iteration 35F: 3 clusters Score -324756.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39628.011719 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39628.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38279.457031 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38279.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38539.375000 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38539.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38663.007812 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -38663.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38733.859375 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -38733.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38804.992188 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -38804.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38858.734375 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -38858.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38864.554688 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -38864.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38866.792969 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -38866.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38866.792969 Penalty: 2965.527344
	Iteration 8F: 3 clusters Score -38866.79 nChanged 0
--- Evaluating fit on full set of 3106918 points ---
Entering Unmasked Estep 
Score: -378471488.000000 Penalty: 96392.062500
20->27 Clusters: Score -378471488.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1035639 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 51768 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51862 members 
Mstep: Class 5 contains 51588 members 
Mstep: Class 6 contains 51859 members 
Mstep: Class 7 contains 51794 members 
Mstep: Class 8 contains 51844 members 
Mstep: Class 9 contains 51701 members 
Mstep: Class 10 contains 51661 members 
Mstep: Class 11 contains 51663 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 51581 members 
Mstep: Class 14 contains 51630 members 
Mstep: Class 15 contains 51685 members 
Mstep: Class 16 contains 51960 members 
Mstep: Class 17 contains 52019 members 
Mstep: Class 18 contains 52276 members 
Mstep: Class 19 contains 51551 members 
Mstep: Class 20 contains 52074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1001.560303 but Gain 3434.933594
Score: -118879528.000000 Penalty: 65263.691406
Iteration 0F: 20 clusters Score -1.188795e+08 nChanged 979942
Entering Unmasked Mstep 
Mstep: Class 0 contains 2114 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 95922 members 
Mstep: Class 3 contains 77389 members 
Mstep: Class 4 contains 57398 members 
Mstep: Class 5 contains 56342 members 
Mstep: Class 6 contains 40704 members 
Mstep: Class 7 contains 23932 members 
Mstep: Class 8 contains 60389 members 
Mstep: Class 9 contains 88584 members 
Mstep: Class 10 contains 29828 members 
Mstep: Class 11 contains 135823 members 
Mstep: Class 12 contains 88331 members 
Mstep: Class 14 contains 54065 members 
Mstep: Class 15 contains 23842 members 
Mstep: Class 16 contains 30158 members 
Mstep: Class 17 contains 33425 members 
Mstep: Class 18 contains 22652 members 
Mstep: Class 19 contains 42649 members 
Mstep: Class 20 contains 66553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121769584.000000 Penalty: 65263.691406
Iteration 1F: 20 clusters Score -1.217696e+08 nChanged 382343
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 110649 members 
Mstep: Class 3 contains 73749 members 
Mstep: Class 4 contains 69050 members 
Mstep: Class 5 contains 54044 members 
Mstep: Class 6 contains 33521 members 
Mstep: Class 7 contains 20166 members 
Mstep: Class 8 contains 42982 members 
Mstep: Class 9 contains 90649 members 
Mstep: Class 10 contains 28238 members 
Mstep: Class 11 contains 177916 members 
Mstep: Class 12 contains 84893 members 
Mstep: Class 14 contains 42280 members 
Mstep: Class 15 contains 23709 members 
Mstep: Class 16 contains 18384 members 
Mstep: Class 17 contains 21242 members 
Mstep: Class 18 contains 15671 members 
Mstep: Class 19 contains 41416 members 
Mstep: Class 20 contains 81164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122730136.000000 Penalty: 65263.691406
Iteration 2F: 20 clusters Score -1.227301e+08 nChanged 305482
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 87208 members 
Mstep: Class 3 contains 69368 members 
Mstep: Class 4 contains 98202 members 
Mstep: Class 5 contains 42557 members 
Mstep: Class 6 contains 25352 members 
Mstep: Class 7 contains 16299 members 
Mstep: Class 8 contains 30000 members 
Mstep: Class 9 contains 108502 members 
Mstep: Class 10 contains 37073 members 
Mstep: Class 11 contains 205033 members 
Mstep: Class 12 contains 80086 members 
Mstep: Class 14 contains 36529 members 
Mstep: Class 15 contains 24447 members 
Mstep: Class 16 contains 12630 members 
Mstep: Class 17 contains 15169 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 42150 members 
Mstep: Class 20 contains 89495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123262920.000000 Penalty: 65263.691406
Iteration 3F: 20 clusters Score -1.232629e+08 nChanged 231591
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 58262 members 
Mstep: Class 3 contains 67931 members 
Mstep: Class 4 contains 131951 members 
Mstep: Class 5 contains 31332 members 
Mstep: Class 6 contains 17724 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 23087 members 
Mstep: Class 9 contains 123700 members 
Mstep: Class 10 contains 53927 members 
Mstep: Class 11 contains 225725 members 
Mstep: Class 12 contains 76270 members 
Mstep: Class 14 contains 29094 members 
Mstep: Class 15 contains 21158 members 
Mstep: Class 16 contains 12694 members 
Mstep: Class 17 contains 13436 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 41062 members 
Mstep: Class 20 contains 82248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123522664.000000 Penalty: 65263.691406
Iteration 4F: 20 clusters Score -1.235227e+08 nChanged 168428
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 66821 members 
Mstep: Class 4 contains 159280 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 11903 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 20063 members 
Mstep: Class 9 contains 135218 members 
Mstep: Class 10 contains 66413 members 
Mstep: Class 11 contains 239535 members 
Mstep: Class 12 contains 74793 members 
Mstep: Class 14 contains 22867 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 14395 members 
Mstep: Class 17 contains 12564 members 
Mstep: Class 18 contains 8494 members 
Mstep: Class 19 contains 37595 members 
Mstep: Class 20 contains 71838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123672960.000000 Penalty: 65263.691406
Iteration 5F: 20 clusters Score -1.23673e+08 nChanged 127039
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 22336 members 
Mstep: Class 3 contains 65034 members 
Mstep: Class 4 contains 186178 members 
Mstep: Class 5 contains 25735 members 
Mstep: Class 6 contains 8403 members 
Mstep: Class 7 contains 9967 members 
Mstep: Class 8 contains 19294 members 
Mstep: Class 9 contains 143959 members 
Mstep: Class 10 contains 75198 members 
Mstep: Class 11 contains 235834 members 
Mstep: Class 12 contains 77628 members 
Mstep: Class 14 contains 18177 members 
Mstep: Class 15 contains 13548 members 
Mstep: Class 16 contains 16414 members 
Mstep: Class 17 contains 11449 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 33268 members 
Mstep: Class 20 contains 62315 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 20 clusters Score -1.23772e+08 nChanged 106471
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14956 members 
Mstep: Class 3 contains 61969 members 
Mstep: Class 4 contains 218920 members 
Mstep: Class 5 contains 26164 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 9122 members 
Mstep: Class 8 contains 19621 members 
Mstep: Class 9 contains 150137 members 
Mstep: Class 10 contains 81585 members 
Mstep: Class 11 contains 216618 members 
Mstep: Class 12 contains 83550 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 18175 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 29530 members 
Mstep: Class 20 contains 52166 members 
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Iteration 7F: 20 clusters Score -1.238502e+08 nChanged 97593
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 58076 members 
Mstep: Class 4 contains 255075 members 
Mstep: Class 5 contains 26492 members 
Mstep: Class 6 contains 6352 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 19923 members 
Mstep: Class 9 contains 153750 members 
Mstep: Class 10 contains 85889 members 
Mstep: Class 11 contains 189545 members 
Mstep: Class 12 contains 92712 members 
Mstep: Class 14 contains 12355 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 19610 members 
Mstep: Class 17 contains 9386 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 26684 members 
Mstep: Class 20 contains 40850 members 
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Iteration 8F: 20 clusters Score -1.239097e+08 nChanged 85370
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7687 members 
Mstep: Class 3 contains 54054 members 
Mstep: Class 4 contains 285727 members 
Mstep: Class 5 contains 26687 members 
Mstep: Class 6 contains 6704 members 
Mstep: Class 7 contains 8493 members 
Mstep: Class 8 contains 19756 members 
Mstep: Class 9 contains 155072 members 
Mstep: Class 10 contains 88485 members 
Mstep: Class 11 contains 164613 members 
Mstep: Class 12 contains 104079 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 20774 members 
Mstep: Class 17 contains 9488 members 
Mstep: Class 18 contains 7066 members 
Mstep: Class 19 contains 24521 members 
Mstep: Class 20 contains 29885 members 
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Iteration 9F: 20 clusters Score -1.239527e+08 nChanged 67699
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 50745 members 
Mstep: Class 4 contains 302402 members 
Mstep: Class 5 contains 26649 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 19089 members 
Mstep: Class 9 contains 154936 members 
Mstep: Class 10 contains 89837 members 
Mstep: Class 11 contains 151022 members 
Mstep: Class 12 contains 114554 members 
Mstep: Class 14 contains 9763 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 21568 members 
Mstep: Class 17 contains 10342 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 23085 members 
Mstep: Class 20 contains 21263 members 
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Iteration 10F: 20 clusters Score -1.239826e+08 nChanged 52562
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4927 members 
Mstep: Class 3 contains 48195 members 
Mstep: Class 4 contains 302124 members 
Mstep: Class 5 contains 26553 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 18184 members 
Mstep: Class 9 contains 154082 members 
Mstep: Class 10 contains 90377 members 
Mstep: Class 11 contains 152571 members 
Mstep: Class 12 contains 122538 members 
Mstep: Class 14 contains 9105 members 
Mstep: Class 15 contains 8872 members 
Mstep: Class 16 contains 22108 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 22388 members 
Mstep: Class 20 contains 15590 members 
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Iteration 11F: 20 clusters Score -1.24003e+08 nChanged 39038
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 46272 members 
Mstep: Class 4 contains 297482 members 
Mstep: Class 5 contains 26521 members 
Mstep: Class 6 contains 10513 members 
Mstep: Class 7 contains 8025 members 
Mstep: Class 8 contains 17573 members 
Mstep: Class 9 contains 152168 members 
Mstep: Class 10 contains 90431 members 
Mstep: Class 11 contains 157101 members 
Mstep: Class 12 contains 128957 members 
Mstep: Class 14 contains 8709 members 
Mstep: Class 15 contains 9041 members 
Mstep: Class 16 contains 22455 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 6599 members 
Mstep: Class 19 contains 22163 members 
Mstep: Class 20 contains 12003 members 
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Iteration 12Q: 20 clusters Score -1.240192e+08 nChanged 30200
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4102 members 
Mstep: Class 3 contains 44867 members 
Mstep: Class 4 contains 292290 members 
Mstep: Class 5 contains 26519 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 17231 members 
Mstep: Class 9 contains 149508 members 
Mstep: Class 10 contains 90170 members 
Mstep: Class 11 contains 161581 members 
Mstep: Class 12 contains 134300 members 
Mstep: Class 14 contains 8566 members 
Mstep: Class 15 contains 9228 members 
Mstep: Class 16 contains 22683 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 22109 members 
Mstep: Class 20 contains 9783 members 
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Iteration 13Q: 20 clusters Score -1.240303e+08 nChanged 25053
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 43840 members 
Mstep: Class 4 contains 286909 members 
Mstep: Class 5 contains 26551 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 7809 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 146591 members 
Mstep: Class 10 contains 89741 members 
Mstep: Class 11 contains 166096 members 
Mstep: Class 12 contains 138751 members 
Mstep: Class 14 contains 8518 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 22784 members 
Mstep: Class 17 contains 14222 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 22095 members 
Mstep: Class 20 contains 8410 members 
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Iteration 14Q: 20 clusters Score -1.240366e+08 nChanged 21934
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 281329 members 
Mstep: Class 5 contains 26628 members 
Mstep: Class 6 contains 15190 members 
Mstep: Class 7 contains 7723 members 
Mstep: Class 8 contains 16956 members 
Mstep: Class 9 contains 144016 members 
Mstep: Class 10 contains 89129 members 
Mstep: Class 11 contains 170583 members 
Mstep: Class 12 contains 142493 members 
Mstep: Class 14 contains 8527 members 
Mstep: Class 15 contains 9493 members 
Mstep: Class 16 contains 22784 members 
Mstep: Class 17 contains 15176 members 
Mstep: Class 18 contains 6164 members 
Mstep: Class 19 contains 22094 members 
Mstep: Class 20 contains 7468 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.240429e+08 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3978 members 
Mstep: Class 3 contains 42593 members 
Mstep: Class 4 contains 275086 members 
Mstep: Class 5 contains 26709 members 
Mstep: Class 6 contains 16495 members 
Mstep: Class 7 contains 7611 members 
Mstep: Class 8 contains 16938 members 
Mstep: Class 9 contains 141734 members 
Mstep: Class 10 contains 88356 members 
Mstep: Class 11 contains 175640 members 
Mstep: Class 12 contains 145751 members 
Mstep: Class 14 contains 8552 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 22767 members 
Mstep: Class 17 contains 16035 members 
Mstep: Class 18 contains 5977 members 
Mstep: Class 19 contains 22091 members 
Mstep: Class 20 contains 6833 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.240491e+08 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 42237 members 
Mstep: Class 4 contains 268135 members 
Mstep: Class 5 contains 26778 members 
Mstep: Class 6 contains 17635 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 16954 members 
Mstep: Class 9 contains 139917 members 
Mstep: Class 10 contains 87343 members 
Mstep: Class 11 contains 181422 members 
Mstep: Class 12 contains 148554 members 
Mstep: Class 14 contains 8567 members 
Mstep: Class 15 contains 9662 members 
Mstep: Class 16 contains 22728 members 
Mstep: Class 17 contains 16749 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 19 contains 22095 members 
Mstep: Class 20 contains 6358 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.240547e+08 nChanged 17433
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 41973 members 
Mstep: Class 4 contains 260386 members 
Mstep: Class 5 contains 26881 members 
Mstep: Class 6 contains 18667 members 
Mstep: Class 7 contains 7371 members 
Mstep: Class 8 contains 16988 members 
Mstep: Class 9 contains 138410 members 
Mstep: Class 10 contains 86183 members 
Mstep: Class 11 contains 187893 members 
Mstep: Class 12 contains 151035 members 
Mstep: Class 14 contains 8588 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 22817 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 22094 members 
Mstep: Class 20 contains 5994 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.240591e+08 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 41841 members 
Mstep: Class 4 contains 252462 members 
Mstep: Class 5 contains 26971 members 
Mstep: Class 6 contains 19503 members 
Mstep: Class 7 contains 7247 members 
Mstep: Class 8 contains 16995 members 
Mstep: Class 9 contains 137159 members 
Mstep: Class 10 contains 84944 members 
Mstep: Class 11 contains 194602 members 
Mstep: Class 12 contains 153227 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 9718 members 
Mstep: Class 16 contains 23019 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 5510 members 
Mstep: Class 19 contains 22115 members 
Mstep: Class 20 contains 5693 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.240627e+08 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 41790 members 
Mstep: Class 4 contains 244186 members 
Mstep: Class 5 contains 27066 members 
Mstep: Class 6 contains 20272 members 
Mstep: Class 7 contains 7118 members 
Mstep: Class 8 contains 17052 members 
Mstep: Class 9 contains 135996 members 
Mstep: Class 10 contains 83850 members 
Mstep: Class 11 contains 201735 members 
Mstep: Class 12 contains 155135 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 17973 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 22139 members 
Mstep: Class 20 contains 5457 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.24066e+08 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 41820 members 
Mstep: Class 4 contains 235982 members 
Mstep: Class 5 contains 27132 members 
Mstep: Class 6 contains 20991 members 
Mstep: Class 7 contains 7056 members 
Mstep: Class 8 contains 17061 members 
Mstep: Class 9 contains 135024 members 
Mstep: Class 10 contains 82783 members 
Mstep: Class 11 contains 208833 members 
Mstep: Class 12 contains 156718 members 
Mstep: Class 14 contains 8589 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 23357 members 
Mstep: Class 17 contains 18261 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 22136 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.240686e+08 nChanged 14584
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 41862 members 
Mstep: Class 4 contains 228518 members 
Mstep: Class 5 contains 27214 members 
Mstep: Class 6 contains 21583 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 134113 members 
Mstep: Class 10 contains 81758 members 
Mstep: Class 11 contains 215324 members 
Mstep: Class 12 contains 158025 members 
Mstep: Class 14 contains 8575 members 
Mstep: Class 15 contains 9813 members 
Mstep: Class 16 contains 23519 members 
Mstep: Class 17 contains 18496 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 22136 members 
Mstep: Class 20 contains 5193 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.240719e+08 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7866 members 
Mstep: Class 3 contains 41909 members 
Mstep: Class 4 contains 222369 members 
Mstep: Class 5 contains 27309 members 
Mstep: Class 6 contains 22119 members 
Mstep: Class 7 contains 7110 members 
Mstep: Class 8 contains 17046 members 
Mstep: Class 9 contains 133355 members 
Mstep: Class 10 contains 80790 members 
Mstep: Class 11 contains 220610 members 
Mstep: Class 12 contains 159072 members 
Mstep: Class 14 contains 8566 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 16 contains 23721 members 
Mstep: Class 17 contains 18686 members 
Mstep: Class 18 contains 5061 members 
Mstep: Class 19 contains 22132 members 
Mstep: Class 20 contains 5162 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.240742e+08 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 41982 members 
Mstep: Class 4 contains 217563 members 
Mstep: Class 5 contains 27411 members 
Mstep: Class 6 contains 22650 members 
Mstep: Class 7 contains 7214 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 132673 members 
Mstep: Class 10 contains 79799 members 
Mstep: Class 11 contains 224589 members 
Mstep: Class 12 contains 159892 members 
Mstep: Class 14 contains 8566 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 23954 members 
Mstep: Class 17 contains 18826 members 
Mstep: Class 18 contains 4968 members 
Mstep: Class 19 contains 22129 members 
Mstep: Class 20 contains 5209 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.240756e+08 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9011 members 
Mstep: Class 3 contains 42052 members 
Mstep: Class 4 contains 214274 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 6 contains 23097 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 132119 members 
Mstep: Class 10 contains 78814 members 
Mstep: Class 11 contains 227063 members 
Mstep: Class 12 contains 160575 members 
Mstep: Class 14 contains 8560 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 24211 members 
Mstep: Class 17 contains 18976 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 22128 members 
Mstep: Class 20 contains 5308 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.240763e+08 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9585 members 
Mstep: Class 3 contains 42132 members 
Mstep: Class 4 contains 212271 members 
Mstep: Class 5 contains 27585 members 
Mstep: Class 6 contains 23492 members 
Mstep: Class 7 contains 7582 members 
Mstep: Class 8 contains 16718 members 
Mstep: Class 9 contains 131626 members 
Mstep: Class 10 contains 77839 members 
Mstep: Class 11 contains 228320 members 
Mstep: Class 12 contains 161127 members 
Mstep: Class 14 contains 8575 members 
Mstep: Class 15 contains 9959 members 
Mstep: Class 16 contains 24512 members 
Mstep: Class 17 contains 19089 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 22120 members 
Mstep: Class 20 contains 5430 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.240781e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10140 members 
Mstep: Class 3 contains 42251 members 
Mstep: Class 4 contains 211391 members 
Mstep: Class 5 contains 27656 members 
Mstep: Class 6 contains 23868 members 
Mstep: Class 7 contains 7773 members 
Mstep: Class 8 contains 16522 members 
Mstep: Class 9 contains 131199 members 
Mstep: Class 10 contains 76882 members 
Mstep: Class 11 contains 228509 members 
Mstep: Class 12 contains 161568 members 
Mstep: Class 14 contains 8581 members 
Mstep: Class 15 contains 9981 members 
Mstep: Class 16 contains 24832 members 
Mstep: Class 17 contains 19190 members 
Mstep: Class 18 contains 4695 members 
Mstep: Class 19 contains 22119 members 
Mstep: Class 20 contains 5577 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.240797e+08 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 42339 members 
Mstep: Class 4 contains 211525 members 
Mstep: Class 5 contains 27737 members 
Mstep: Class 6 contains 24199 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 16355 members 
Mstep: Class 9 contains 130853 members 
Mstep: Class 10 contains 75896 members 
Mstep: Class 11 contains 227738 members 
Mstep: Class 12 contains 161918 members 
Mstep: Class 14 contains 8590 members 
Mstep: Class 15 contains 10013 members 
Mstep: Class 16 contains 25220 members 
Mstep: Class 17 contains 19267 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 22125 members 
Mstep: Class 20 contains 5719 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.24081e+08 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 42417 members 
Mstep: Class 4 contains 212376 members 
Mstep: Class 5 contains 27805 members 
Mstep: Class 6 contains 24494 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 130625 members 
Mstep: Class 10 contains 74883 members 
Mstep: Class 11 contains 226308 members 
Mstep: Class 12 contains 162215 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 25676 members 
Mstep: Class 17 contains 19320 members 
Mstep: Class 18 contains 4589 members 
Mstep: Class 19 contains 22127 members 
Mstep: Class 20 contains 5834 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.240826e+08 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11602 members 
Mstep: Class 3 contains 42494 members 
Mstep: Class 4 contains 213669 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 24773 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 16043 members 
Mstep: Class 9 contains 130441 members 
Mstep: Class 10 contains 73845 members 
Mstep: Class 11 contains 224462 members 
Mstep: Class 12 contains 162442 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 17 contains 19352 members 
Mstep: Class 18 contains 4551 members 
Mstep: Class 19 contains 22128 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.240839e+08 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 42562 members 
Mstep: Class 4 contains 215343 members 
Mstep: Class 5 contains 27953 members 
Mstep: Class 6 contains 25024 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 15905 members 
Mstep: Class 9 contains 130179 members 
Mstep: Class 10 contains 72702 members 
Mstep: Class 11 contains 222375 members 
Mstep: Class 12 contains 162664 members 
Mstep: Class 14 contains 8652 members 
Mstep: Class 15 contains 10060 members 
Mstep: Class 16 contains 26879 members 
Mstep: Class 17 contains 19411 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 22129 members 
Mstep: Class 20 contains 6077 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.240849e+08 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12426 members 
Mstep: Class 3 contains 42613 members 
Mstep: Class 4 contains 217310 members 
Mstep: Class 5 contains 28002 members 
Mstep: Class 6 contains 25233 members 
Mstep: Class 7 contains 8393 members 
Mstep: Class 8 contains 15753 members 
Mstep: Class 9 contains 129955 members 
Mstep: Class 10 contains 71466 members 
Mstep: Class 11 contains 220093 members 
Mstep: Class 12 contains 162844 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 10071 members 
Mstep: Class 16 contains 27681 members 
Mstep: Class 17 contains 19469 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 22128 members 
Mstep: Class 20 contains 6160 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.240856e+08 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12774 members 
Mstep: Class 3 contains 42658 members 
Mstep: Class 4 contains 219295 members 
Mstep: Class 5 contains 28050 members 
Mstep: Class 6 contains 25397 members 
Mstep: Class 7 contains 8466 members 
Mstep: Class 8 contains 15619 members 
Mstep: Class 9 contains 129745 members 
Mstep: Class 10 contains 70101 members 
Mstep: Class 11 contains 217882 members 
Mstep: Class 12 contains 162964 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 10074 members 
Mstep: Class 16 contains 28707 members 
Mstep: Class 17 contains 19522 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 22125 members 
Mstep: Class 20 contains 6240 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.240871e+08 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13031 members 
Mstep: Class 3 contains 42706 members 
Mstep: Class 4 contains 221140 members 
Mstep: Class 5 contains 28101 members 
Mstep: Class 6 contains 25519 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 8 contains 15507 members 
Mstep: Class 9 contains 129589 members 
Mstep: Class 10 contains 68648 members 
Mstep: Class 11 contains 215796 members 
Mstep: Class 12 contains 163088 members 
Mstep: Class 14 contains 8715 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 29937 members 
Mstep: Class 17 contains 19555 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 22120 members 
Mstep: Class 20 contains 6304 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.240881e+08 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 42748 members 
Mstep: Class 4 contains 222844 members 
Mstep: Class 5 contains 28160 members 
Mstep: Class 6 contains 25597 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 15436 members 
Mstep: Class 9 contains 129478 members 
Mstep: Class 10 contains 67183 members 
Mstep: Class 11 contains 213893 members 
Mstep: Class 12 contains 163165 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 10080 members 
Mstep: Class 16 contains 31238 members 
Mstep: Class 17 contains 19550 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 22118 members 
Mstep: Class 20 contains 6363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124089544.000000 Penalty: 65263.691406
Iteration 35Q: 20 clusters Score -1.240895e+08 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13369 members 
Mstep: Class 3 contains 42791 members 
Mstep: Class 4 contains 224390 members 
Mstep: Class 5 contains 28210 members 
Mstep: Class 6 contains 25643 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 129412 members 
Mstep: Class 10 contains 65794 members 
Mstep: Class 11 contains 212179 members 
Mstep: Class 12 contains 163232 members 
Mstep: Class 14 contains 8742 members 
Mstep: Class 15 contains 10081 members 
Mstep: Class 16 contains 32433 members 
Mstep: Class 17 contains 19574 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 22113 members 
Mstep: Class 20 contains 6416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124091312.000000 Penalty: 65263.691406
Iteration 36Q: 20 clusters Score -1.240913e+08 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13455 members 
Mstep: Class 3 contains 42806 members 
Mstep: Class 4 contains 225807 members 
Mstep: Class 5 contains 28253 members 
Mstep: Class 6 contains 25675 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 15368 members 
Mstep: Class 9 contains 129404 members 
Mstep: Class 10 contains 64639 members 
Mstep: Class 11 contains 210635 members 
Mstep: Class 12 contains 163286 members 
Mstep: Class 14 contains 8761 members 
Mstep: Class 15 contains 10092 members 
Mstep: Class 16 contains 33418 members 
Mstep: Class 17 contains 19596 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 22111 members 
Mstep: Class 20 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124092672.000000 Penalty: 65263.691406
Iteration 37Q: 20 clusters Score -1.240927e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 42856 members 
Mstep: Class 4 contains 227029 members 
Mstep: Class 5 contains 28304 members 
Mstep: Class 6 contains 25667 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 129385 members 
Mstep: Class 10 contains 63694 members 
Mstep: Class 11 contains 209317 members 
Mstep: Class 12 contains 163340 members 
Mstep: Class 14 contains 8782 members 
Mstep: Class 15 contains 10108 members 
Mstep: Class 16 contains 34156 members 
Mstep: Class 17 contains 19618 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 22107 members 
Mstep: Class 20 contains 6484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124093688.000000 Penalty: 65263.691406
Iteration 38Q: 20 clusters Score -1.240937e+08 nChanged 5648
Entering ConstructFrom: 
Score: -124093688.000000 Penalty: 65263.691406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -269219.562500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -269219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -266380.000000 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -266380 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -269011.718750 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -269011.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271456.250000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -271456.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -272975.843750 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -272975.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -274112.500000 Penalty: 3902.464111
	Iteration 4F: 3 clusters Score -274112.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -274655.406250 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -274655.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -275122.187500 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -275122.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -275226.875000 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -275226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -275272.343750 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -275272.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -275285.062500 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -275285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -275286.687500 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -275286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -275286.687500 Penalty: 3902.464111
	Iteration 11F: 3 clusters Score -275286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 228111 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 129377 members 
Mstep: Class 10 contains 63061 members 
Mstep: Class 11 contains 208144 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 34633 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 22104 members 
Mstep: Class 20 contains 6531 members 
Entering Unmasked Estep 
Score: -124098424.000000 Penalty: 68698.625000
Splitting cluster 1 changes total score from -124093688.000000 to -124098424.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (13479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Entering Unmasked Estep 
Score: -1590852.250000 Penalty: 2358.204346
	Iteration 0F: 2 clusters Score -1590852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1580968.500000 Penalty: 4716.408691
	Iteration 0F: 3 clusters Score -1580968 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1584212.125000 Penalty: 4716.408691
	Iteration 1F: 3 clusters Score -1584212 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1584791.500000 Penalty: 4716.408691
	Iteration 2F: 3 clusters Score -1584792 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1585331.625000 Penalty: 4716.408691
	Iteration 3F: 3 clusters Score -1585332 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1585910.375000 Penalty: 4716.408691
	Iteration 4F: 3 clusters Score -1585910 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1586539.125000 Penalty: 4716.408691
	Iteration 5F: 3 clusters Score -1586539 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1587104.750000 Penalty: 4716.408691
	Iteration 6F: 3 clusters Score -1587105 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1587571.625000 Penalty: 4716.408691
	Iteration 7F: 3 clusters Score -1587572 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1587921.375000 Penalty: 4716.408691
	Iteration 8Q: 3 clusters Score -1587921 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1588188.250000 Penalty: 4716.408691
	Iteration 9Q: 3 clusters Score -1588188 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1588373.625000 Penalty: 4716.408691
	Iteration 10Q: 3 clusters Score -1588374 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1588527.500000 Penalty: 4716.408691
	Iteration 11Q: 3 clusters Score -1588528 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1588650.000000 Penalty: 4716.408691
	Iteration 12Q: 3 clusters Score -1588650 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1588746.625000 Penalty: 4716.408691
	Iteration 13Q: 3 clusters Score -1588747 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1588838.250000 Penalty: 4716.408691
	Iteration 14Q: 3 clusters Score -1588838 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1588902.625000 Penalty: 4716.408691
	Iteration 15Q: 3 clusters Score -1588903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1588952.875000 Penalty: 4716.408691
	Iteration 16Q: 3 clusters Score -1588953 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1588995.500000 Penalty: 4716.408691
	Iteration 17Q: 3 clusters Score -1588996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1589045.500000 Penalty: 4716.408691
	Iteration 18Q: 3 clusters Score -1589046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1589095.750000 Penalty: 4716.408691
	Iteration 19Q: 3 clusters Score -1589096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1589159.500000 Penalty: 4716.408691
	Iteration 20F: 3 clusters Score -1589160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1589200.750000 Penalty: 4716.408691
	Iteration 21Q: 3 clusters Score -1589201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1589239.500000 Penalty: 4716.408691
	Iteration 22Q: 3 clusters Score -1589240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1589278.125000 Penalty: 4716.408691
	Iteration 23Q: 3 clusters Score -1589278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1589308.125000 Penalty: 4716.408691
	Iteration 24Q: 3 clusters Score -1589308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1589329.875000 Penalty: 4716.408691
	Iteration 25Q: 3 clusters Score -1589330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1589343.875000 Penalty: 4716.408691
	Iteration 26Q: 3 clusters Score -1589344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1589356.125000 Penalty: 4716.408691
	Iteration 27Q: 3 clusters Score -1589356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1589370.125000 Penalty: 4716.408691
	Iteration 28Q: 3 clusters Score -1589370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1589382.375000 Penalty: 4716.408691
	Iteration 29Q: 3 clusters Score -1589382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1589385.000000 Penalty: 4716.408691
	Iteration 30Q: 3 clusters Score -1589385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1589392.500000 Penalty: 4716.408691
	Iteration 31Q: 3 clusters Score -1589392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1589396.750000 Penalty: 4716.408691
	Iteration 32Q: 3 clusters Score -1589397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1589402.375000 Penalty: 4716.408691
	Iteration 33Q: 3 clusters Score -1589402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1589409.250000 Penalty: 4716.408691
	Iteration 34Q: 3 clusters Score -1589409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1589416.875000 Penalty: 4716.408691
	Iteration 35Q: 3 clusters Score -1589417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1589423.625000 Penalty: 4716.408691
	Iteration 36Q: 3 clusters Score -1589424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1589434.875000 Penalty: 4716.408691
	Iteration 37Q: 3 clusters Score -1589435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1589437.500000 Penalty: 4716.408691
	Iteration 38Q: 3 clusters Score -1589438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1589444.125000 Penalty: 4716.408691
	Iteration 39Q: 3 clusters Score -1589444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1589450.500000 Penalty: 4716.408691
	Iteration 40F: 3 clusters Score -1589450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1589449.875000 Penalty: 4716.408691
	Iteration 41Q: 3 clusters Score -1589450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1589449.375000 Penalty: 4716.408691
	Iteration 42Q: 3 clusters Score -1589449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1589453.250000 Penalty: 4716.408691
	Iteration 43Q: 3 clusters Score -1589453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1589453.750000 Penalty: 4716.408691
	Iteration 44Q: 3 clusters Score -1589454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1589458.250000 Penalty: 4716.408691
	Iteration 45Q: 3 clusters Score -1589458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1589463.375000 Penalty: 4716.408691
	Iteration 46Q: 3 clusters Score -1589463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1589469.500000 Penalty: 4716.408691
	Iteration 47Q: 3 clusters Score -1589470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1589471.875000 Penalty: 4716.408691
	Iteration 48Q: 3 clusters Score -1589472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1589476.750000 Penalty: 4716.408691
	Iteration 49Q: 3 clusters Score -1589477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1589476.375000 Penalty: 4716.408691
	Iteration 50Q: 3 clusters Score -1589476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1589477.750000 Penalty: 4716.408691
	Iteration 51Q: 3 clusters Score -1589478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1589478.000000 Penalty: 4716.408691
	Iteration 52Q: 3 clusters Score -1589478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1589479.250000 Penalty: 4716.408691
	Iteration 53Q: 3 clusters Score -1589479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1589482.000000 Penalty: 4716.408691
	Iteration 54Q: 3 clusters Score -1589482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1589482.500000 Penalty: 4716.408691
	Iteration 55Q: 3 clusters Score -1589482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1589483.750000 Penalty: 4716.408691
	Iteration 56Q: 3 clusters Score -1589484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1589483.500000 Penalty: 4716.408691
	Iteration 57Q: 3 clusters Score -1589484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1589486.750000 Penalty: 4716.408691
	Iteration 58Q: 3 clusters Score -1589487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1589488.125000 Penalty: 4716.408691
	Iteration 59Q: 3 clusters Score -1589488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1589489.375000 Penalty: 4716.408691
	Iteration 60F: 3 clusters Score -1589489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1589490.125000 Penalty: 4716.408691
	Iteration 61Q: 3 clusters Score -1589490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1589490.500000 Penalty: 4716.408691
	Iteration 62Q: 3 clusters Score -1589490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1589493.000000 Penalty: 4716.408691
	Iteration 63Q: 3 clusters Score -1589493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1589495.125000 Penalty: 4716.408691
	Iteration 64Q: 3 clusters Score -1589495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1589497.750000 Penalty: 4716.408691
	Iteration 65Q: 3 clusters Score -1589498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1589500.750000 Penalty: 4716.408691
	Iteration 66Q: 3 clusters Score -1589501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1589499.875000 Penalty: 4716.408691
	Iteration 67Q: 3 clusters Score -1589500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1589498.250000 Penalty: 4716.408691
	Iteration 68Q: 3 clusters Score -1589498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1589498.250000 Penalty: 4716.408691
	Iteration 69Q: 3 clusters Score -1589498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1589499.500000 Penalty: 4716.408691
	Iteration 70Q: 3 clusters Score -1589500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1589499.500000 Penalty: 4716.408691
	Iteration 71F: 3 clusters Score -1589500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Entering Unmasked Estep 
Score: -5073111.000000 Penalty: 2645.317871
	Iteration 0F: 2 clusters Score -5073111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5043953.500000 Penalty: 5290.635742
	Iteration 0F: 3 clusters Score -5043954 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5054918.500000 Penalty: 5290.635742
	Iteration 1F: 3 clusters Score -5054918 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5055637.500000 Penalty: 5290.635742
	Iteration 2Q: 3 clusters Score -5055638 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -5056366.000000 Penalty: 5290.635742
	Iteration 3Q: 3 clusters Score -5056366 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -5057396.500000 Penalty: 5290.635742
	Iteration 4Q: 3 clusters Score -5057396 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -5058935.500000 Penalty: 5290.635742
	Iteration 5F: 3 clusters Score -5058936 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -5061152.500000 Penalty: 5290.635742
	Iteration 6F: 3 clusters Score -5061152 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -5064074.000000 Penalty: 5290.635742
	Iteration 7F: 3 clusters Score -5064074 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5066958.000000 Penalty: 5290.635742
	Iteration 8F: 3 clusters Score -5066958 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5069151.500000 Penalty: 5290.635742
	Iteration 9F: 3 clusters Score -5069152 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -5070509.500000 Penalty: 5290.635742
	Iteration 10Q: 3 clusters Score -5070510 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5071109.000000 Penalty: 5290.635742
	Iteration 11Q: 3 clusters Score -5071109 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5071412.500000 Penalty: 5290.635742
	Iteration 12Q: 3 clusters Score -5071412 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5071548.500000 Penalty: 5290.635742
	Iteration 13Q: 3 clusters Score -5071548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5071607.500000 Penalty: 5290.635742
	Iteration 14Q: 3 clusters Score -5071608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5071632.000000 Penalty: 5290.635742
	Iteration 15Q: 3 clusters Score -5071632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5071670.500000 Penalty: 5290.635742
	Iteration 16Q: 3 clusters Score -5071670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5071676.500000 Penalty: 5290.635742
	Iteration 17Q: 3 clusters Score -5071676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -5071675.000000 Penalty: 5290.635742
	Iteration 18Q: 3 clusters Score -5071675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5071683.500000 Penalty: 5290.635742
	Iteration 19Q: 3 clusters Score -5071684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -5071687.500000 Penalty: 5290.635742
	Iteration 20F: 3 clusters Score -5071688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -5071693.000000 Penalty: 5290.635742
	Iteration 21Q: 3 clusters Score -5071693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5071697.000000 Penalty: 5290.635742
	Iteration 22Q: 3 clusters Score -5071697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5071696.500000 Penalty: 5290.635742
	Iteration 23Q: 3 clusters Score -5071696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5071691.000000 Penalty: 5290.635742
	Iteration 24Q: 3 clusters Score -5071691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5071687.000000 Penalty: 5290.635742
	Iteration 25Q: 3 clusters Score -5071687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -5071682.500000 Penalty: 5290.635742
	Iteration 26Q: 3 clusters Score -5071682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -5071682.500000 Penalty: 5290.635742
	Iteration 27Q: 3 clusters Score -5071682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5071684.500000 Penalty: 5290.635742
	Iteration 28Q: 3 clusters Score -5071684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5071690.500000 Penalty: 5290.635742
	Iteration 29Q: 3 clusters Score -5071690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5071695.000000 Penalty: 5290.635742
	Iteration 30Q: 3 clusters Score -5071695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5071699.000000 Penalty: 5290.635742
	Iteration 31Q: 3 clusters Score -5071699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5071693.000000 Penalty: 5290.635742
	Iteration 32Q: 3 clusters Score -5071693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5071685.500000 Penalty: 5290.635742
	Iteration 33Q: 3 clusters Score -5071686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5071684.500000 Penalty: 5290.635742
	Iteration 34Q: 3 clusters Score -5071684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5071684.500000 Penalty: 5290.635742
	Iteration 35F: 3 clusters Score -5071684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (228111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228111 members 
Entering Unmasked Estep 
Score: -28287768.000000 Penalty: 3059.721680
	Iteration 0F: 2 clusters Score -2.828777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -28158388.000000 Penalty: 6119.443359
	Iteration 0F: 3 clusters Score -2.815839e+07 nChanged 110398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 106438 members 
Entering Unmasked Estep 
Score: -28225520.000000 Penalty: 6119.443359
	Iteration 1F: 3 clusters Score -2.822552e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -28229970.000000 Penalty: 6119.443359
	Iteration 2Q: 3 clusters Score -2.822997e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135548 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -28237928.000000 Penalty: 6119.443359
	Iteration 3F: 3 clusters Score -2.823793e+07 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -28250386.000000 Penalty: 6119.443359
	Iteration 4F: 3 clusters Score -2.825039e+07 nChanged 19082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -28265906.000000 Penalty: 6119.443359
	Iteration 5F: 3 clusters Score -2.826591e+07 nChanged 17087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171294 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -28281084.000000 Penalty: 6119.443359
	Iteration 6F: 3 clusters Score -2.828108e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -28291768.000000 Penalty: 6119.443359
	Iteration 7F: 3 clusters Score -2.829177e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181440 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -28295072.000000 Penalty: 6119.443359
	Iteration 8Q: 3 clusters Score -2.829507e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183383 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -28295748.000000 Penalty: 6119.443359
	Iteration 9Q: 3 clusters Score -2.829575e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184971 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -28295800.000000 Penalty: 6119.443359
	Iteration 10Q: 3 clusters Score -2.82958e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186296 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -28295534.000000 Penalty: 6119.443359
	Iteration 11Q: 3 clusters Score -2.829553e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187429 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -28295334.000000 Penalty: 6119.443359
	Iteration 12Q: 3 clusters Score -2.829533e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188393 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -28295224.000000 Penalty: 6119.443359
	Iteration 13Q: 3 clusters Score -2.829522e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189299 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -28295038.000000 Penalty: 6119.443359
	Iteration 14Q: 3 clusters Score -2.829504e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190144 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -28294870.000000 Penalty: 6119.443359
	Iteration 15Q: 3 clusters Score -2.829487e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190919 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -28294574.000000 Penalty: 6119.443359
	Iteration 16Q: 3 clusters Score -2.829457e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191674 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -28294396.000000 Penalty: 6119.443359
	Iteration 17Q: 3 clusters Score -2.82944e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192435 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -28294372.000000 Penalty: 6119.443359
	Iteration 18Q: 3 clusters Score -2.829437e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193180 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -28294298.000000 Penalty: 6119.443359
	Iteration 19Q: 3 clusters Score -2.82943e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193918 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -28294240.000000 Penalty: 6119.443359
	Iteration 20F: 3 clusters Score -2.829424e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194661 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -28294068.000000 Penalty: 6119.443359
	Iteration 21Q: 3 clusters Score -2.829407e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195378 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -28293978.000000 Penalty: 6119.443359
	Iteration 22Q: 3 clusters Score -2.829398e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196167 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -28293856.000000 Penalty: 6119.443359
	Iteration 23Q: 3 clusters Score -2.829386e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196966 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -28293856.000000 Penalty: 6119.443359
	Iteration 24Q: 3 clusters Score -2.829386e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197724 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -28293672.000000 Penalty: 6119.443359
	Iteration 25Q: 3 clusters Score -2.829367e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198412 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -28293584.000000 Penalty: 6119.443359
	Iteration 26Q: 3 clusters Score -2.829358e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199134 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -28293350.000000 Penalty: 6119.443359
	Iteration 27Q: 3 clusters Score -2.829335e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199767 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -28293240.000000 Penalty: 6119.443359
	Iteration 28Q: 3 clusters Score -2.829324e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200417 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -28293126.000000 Penalty: 6119.443359
	Iteration 29Q: 3 clusters Score -2.829313e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201041 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -28292986.000000 Penalty: 6119.443359
	Iteration 30Q: 3 clusters Score -2.829299e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201655 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -28292948.000000 Penalty: 6119.443359
	Iteration 31Q: 3 clusters Score -2.829295e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202225 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -28292900.000000 Penalty: 6119.443359
	Iteration 32Q: 3 clusters Score -2.82929e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202772 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -28292956.000000 Penalty: 6119.443359
	Iteration 33Q: 3 clusters Score -2.829296e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203268 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -28292860.000000 Penalty: 6119.443359
	Iteration 34Q: 3 clusters Score -2.829286e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203760 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -28292708.000000 Penalty: 6119.443359
	Iteration 35Q: 3 clusters Score -2.829271e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204230 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -28292638.000000 Penalty: 6119.443359
	Iteration 36Q: 3 clusters Score -2.829264e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204701 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -28292450.000000 Penalty: 6119.443359
	Iteration 37Q: 3 clusters Score -2.829245e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205168 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -28292352.000000 Penalty: 6119.443359
	Iteration 38Q: 3 clusters Score -2.829235e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205616 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -28292282.000000 Penalty: 6119.443359
	Iteration 39Q: 3 clusters Score -2.829228e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206053 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -28292208.000000 Penalty: 6119.443359
	Iteration 40F: 3 clusters Score -2.829221e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206468 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -28292094.000000 Penalty: 6119.443359
	Iteration 41Q: 3 clusters Score -2.829209e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206848 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -28291952.000000 Penalty: 6119.443359
	Iteration 42Q: 3 clusters Score -2.829195e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207195 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -28291864.000000 Penalty: 6119.443359
	Iteration 43Q: 3 clusters Score -2.829186e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207544 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -28291774.000000 Penalty: 6119.443359
	Iteration 44Q: 3 clusters Score -2.829177e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207872 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -28291732.000000 Penalty: 6119.443359
	Iteration 45Q: 3 clusters Score -2.829173e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208175 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -28291764.000000 Penalty: 6119.443359
	Iteration 46Q: 3 clusters Score -2.829176e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208461 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -28291778.000000 Penalty: 6119.443359
	Iteration 47Q: 3 clusters Score -2.829178e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208750 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -28291674.000000 Penalty: 6119.443359
	Iteration 48Q: 3 clusters Score -2.829167e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209063 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -28291560.000000 Penalty: 6119.443359
	Iteration 49Q: 3 clusters Score -2.829156e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209399 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -28291498.000000 Penalty: 6119.443359
	Iteration 50Q: 3 clusters Score -2.82915e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209730 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -28291442.000000 Penalty: 6119.443359
	Iteration 51Q: 3 clusters Score -2.829144e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210032 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -28291380.000000 Penalty: 6119.443359
	Iteration 52Q: 3 clusters Score -2.829138e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210311 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -28291246.000000 Penalty: 6119.443359
	Iteration 53Q: 3 clusters Score -2.829125e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210573 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -28291134.000000 Penalty: 6119.443359
	Iteration 54Q: 3 clusters Score -2.829113e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210853 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -28291134.000000 Penalty: 6119.443359
	Iteration 55Q: 3 clusters Score -2.829113e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211115 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -28291102.000000 Penalty: 6119.443359
	Iteration 56Q: 3 clusters Score -2.82911e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211374 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -28291116.000000 Penalty: 6119.443359
	Iteration 57Q: 3 clusters Score -2.829112e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211614 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -28290990.000000 Penalty: 6119.443359
	Iteration 58Q: 3 clusters Score -2.829099e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211833 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -28290938.000000 Penalty: 6119.443359
	Iteration 59Q: 3 clusters Score -2.829094e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212056 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -28290874.000000 Penalty: 6119.443359
	Iteration 60F: 3 clusters Score -2.829087e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212262 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -28290852.000000 Penalty: 6119.443359
	Iteration 61Q: 3 clusters Score -2.829085e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212460 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -28290806.000000 Penalty: 6119.443359
	Iteration 62Q: 3 clusters Score -2.829081e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212653 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -28290696.000000 Penalty: 6119.443359
	Iteration 63Q: 3 clusters Score -2.82907e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212823 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -28290632.000000 Penalty: 6119.443359
	Iteration 64Q: 3 clusters Score -2.829063e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212987 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -28290646.000000 Penalty: 6119.443359
	Iteration 65Q: 3 clusters Score -2.829065e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213152 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -28290660.000000 Penalty: 6119.443359
	Iteration 66Q: 3 clusters Score -2.829066e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213301 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -28290572.000000 Penalty: 6119.443359
	Iteration 67Q: 3 clusters Score -2.829057e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -28290552.000000 Penalty: 6119.443359
	Iteration 68Q: 3 clusters Score -2.829055e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213657 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -28290496.000000 Penalty: 6119.443359
	Iteration 69Q: 3 clusters Score -2.82905e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213845 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -28290406.000000 Penalty: 6119.443359
	Iteration 70Q: 3 clusters Score -2.829041e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214002 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -28290372.000000 Penalty: 6119.443359
	Iteration 71Q: 3 clusters Score -2.829037e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214160 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -28290336.000000 Penalty: 6119.443359
	Iteration 72Q: 3 clusters Score -2.829034e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214294 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -28290268.000000 Penalty: 6119.443359
	Iteration 73Q: 3 clusters Score -2.829027e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214429 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -28290252.000000 Penalty: 6119.443359
	Iteration 74Q: 3 clusters Score -2.829025e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214559 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -28290204.000000 Penalty: 6119.443359
	Iteration 75Q: 3 clusters Score -2.82902e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214686 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -28290208.000000 Penalty: 6119.443359
	Iteration 76Q: 3 clusters Score -2.829021e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214796 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -28290198.000000 Penalty: 6119.443359
	Iteration 77Q: 3 clusters Score -2.82902e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214913 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -28290134.000000 Penalty: 6119.443359
	Iteration 78Q: 3 clusters Score -2.829013e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215027 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -28290104.000000 Penalty: 6119.443359
	Iteration 79Q: 3 clusters Score -2.82901e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215139 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -28290080.000000 Penalty: 6119.443359
	Iteration 80F: 3 clusters Score -2.829008e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215244 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -28290076.000000 Penalty: 6119.443359
	Iteration 81Q: 3 clusters Score -2.829008e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215345 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -28290048.000000 Penalty: 6119.443359
	Iteration 82Q: 3 clusters Score -2.829005e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215447 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -28290002.000000 Penalty: 6119.443359
	Iteration 83Q: 3 clusters Score -2.829e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -28290008.000000 Penalty: 6119.443359
	Iteration 84Q: 3 clusters Score -2.829001e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215667 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -28289996.000000 Penalty: 6119.443359
	Iteration 85Q: 3 clusters Score -2.829e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215782 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -28289978.000000 Penalty: 6119.443359
	Iteration 86Q: 3 clusters Score -2.828998e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215885 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -28289972.000000 Penalty: 6119.443359
	Iteration 87Q: 3 clusters Score -2.828997e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215995 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -28289896.000000 Penalty: 6119.443359
	Iteration 88Q: 3 clusters Score -2.82899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216089 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -28289842.000000 Penalty: 6119.443359
	Iteration 89Q: 3 clusters Score -2.828984e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216174 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -28289830.000000 Penalty: 6119.443359
	Iteration 90Q: 3 clusters Score -2.828983e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216261 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -28289878.000000 Penalty: 6119.443359
	Iteration 91Q: 3 clusters Score -2.828988e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216354 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -28289844.000000 Penalty: 6119.443359
	Iteration 92Q: 3 clusters Score -2.828984e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216448 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -28289838.000000 Penalty: 6119.443359
	Iteration 93Q: 3 clusters Score -2.828984e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216544 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -28289822.000000 Penalty: 6119.443359
	Iteration 94Q: 3 clusters Score -2.828982e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216642 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -28289770.000000 Penalty: 6119.443359
	Iteration 95Q: 3 clusters Score -2.828977e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216745 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -28289740.000000 Penalty: 6119.443359
	Iteration 96Q: 3 clusters Score -2.828974e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216849 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -28289740.000000 Penalty: 6119.443359
	Iteration 97Q: 3 clusters Score -2.828974e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216946 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -28289754.000000 Penalty: 6119.443359
	Iteration 98Q: 3 clusters Score -2.828975e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217034 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -28289740.000000 Penalty: 6119.443359
	Iteration 99Q: 3 clusters Score -2.828974e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217117 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -28289710.000000 Penalty: 6119.443359
	Iteration 100F: 3 clusters Score -2.828971e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217192 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -28289672.000000 Penalty: 6119.443359
	Iteration 101Q: 3 clusters Score -2.828967e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217271 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -28289632.000000 Penalty: 6119.443359
	Iteration 102Q: 3 clusters Score -2.828963e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217349 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -28289578.000000 Penalty: 6119.443359
	Iteration 103Q: 3 clusters Score -2.828958e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217417 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -28289564.000000 Penalty: 6119.443359
	Iteration 104Q: 3 clusters Score -2.828956e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217485 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -28289606.000000 Penalty: 6119.443359
	Iteration 105Q: 3 clusters Score -2.828961e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217550 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -28289608.000000 Penalty: 6119.443359
	Iteration 106Q: 3 clusters Score -2.828961e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217623 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -28289600.000000 Penalty: 6119.443359
	Iteration 107Q: 3 clusters Score -2.82896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217701 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -28289566.000000 Penalty: 6119.443359
	Iteration 108Q: 3 clusters Score -2.828957e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217787 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -28289526.000000 Penalty: 6119.443359
	Iteration 109Q: 3 clusters Score -2.828953e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217850 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -28289520.000000 Penalty: 6119.443359
	Iteration 110Q: 3 clusters Score -2.828952e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217900 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -28289528.000000 Penalty: 6119.443359
	Iteration 111Q: 3 clusters Score -2.828953e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217951 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -28289522.000000 Penalty: 6119.443359
	Iteration 112Q: 3 clusters Score -2.828952e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218015 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -28289504.000000 Penalty: 6119.443359
	Iteration 113Q: 3 clusters Score -2.82895e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218079 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -28289458.000000 Penalty: 6119.443359
	Iteration 114Q: 3 clusters Score -2.828946e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218146 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -28289486.000000 Penalty: 6119.443359
	Iteration 115Q: 3 clusters Score -2.828949e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218219 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -28289472.000000 Penalty: 6119.443359
	Iteration 116Q: 3 clusters Score -2.828947e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218280 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -28289472.000000 Penalty: 6119.443359
	Iteration 117Q: 3 clusters Score -2.828947e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218350 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -28289482.000000 Penalty: 6119.443359
	Iteration 118Q: 3 clusters Score -2.828948e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218411 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -28289414.000000 Penalty: 6119.443359
	Iteration 119Q: 3 clusters Score -2.828941e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218469 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -28289418.000000 Penalty: 6119.443359
	Iteration 120F: 3 clusters Score -2.828942e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218531 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -28289424.000000 Penalty: 6119.443359
	Iteration 121Q: 3 clusters Score -2.828942e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218599 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -28289402.000000 Penalty: 6119.443359
	Iteration 122Q: 3 clusters Score -2.82894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218663 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -28289394.000000 Penalty: 6119.443359
	Iteration 123Q: 3 clusters Score -2.828939e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218727 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -28289392.000000 Penalty: 6119.443359
	Iteration 124Q: 3 clusters Score -2.828939e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218775 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -28289386.000000 Penalty: 6119.443359
	Iteration 125Q: 3 clusters Score -2.828939e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218828 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -28289386.000000 Penalty: 6119.443359
	Iteration 126Q: 3 clusters Score -2.828939e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218873 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -28289380.000000 Penalty: 6119.443359
	Iteration 127Q: 3 clusters Score -2.828938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218912 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -28289372.000000 Penalty: 6119.443359
	Iteration 128Q: 3 clusters Score -2.828937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218949 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -28289376.000000 Penalty: 6119.443359
	Iteration 129Q: 3 clusters Score -2.828938e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -28289358.000000 Penalty: 6119.443359
	Iteration 130Q: 3 clusters Score -2.828936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219039 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -28289326.000000 Penalty: 6119.443359
	Iteration 131Q: 3 clusters Score -2.828933e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219077 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -28289316.000000 Penalty: 6119.443359
	Iteration 132Q: 3 clusters Score -2.828932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219108 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -28289356.000000 Penalty: 6119.443359
	Iteration 133Q: 3 clusters Score -2.828936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219138 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -28289322.000000 Penalty: 6119.443359
	Iteration 134Q: 3 clusters Score -2.828932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219162 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -28289338.000000 Penalty: 6119.443359
	Iteration 135Q: 3 clusters Score -2.828934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219186 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -28289332.000000 Penalty: 6119.443359
	Iteration 136Q: 3 clusters Score -2.828933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219210 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -28289346.000000 Penalty: 6119.443359
	Iteration 137Q: 3 clusters Score -2.828935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219231 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -28289314.000000 Penalty: 6119.443359
	Iteration 138Q: 3 clusters Score -2.828931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219253 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -28289296.000000 Penalty: 6119.443359
	Iteration 139Q: 3 clusters Score -2.82893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219266 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -28289294.000000 Penalty: 6119.443359
	Iteration 140F: 3 clusters Score -2.828929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219281 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -28289296.000000 Penalty: 6119.443359
	Iteration 141Q: 3 clusters Score -2.82893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219300 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -28289324.000000 Penalty: 6119.443359
	Iteration 142Q: 3 clusters Score -2.828932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219312 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -28289306.000000 Penalty: 6119.443359
	Iteration 143Q: 3 clusters Score -2.828931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219319 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -28289320.000000 Penalty: 6119.443359
	Iteration 144Q: 3 clusters Score -2.828932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219326 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -28289302.000000 Penalty: 6119.443359
	Iteration 145Q: 3 clusters Score -2.82893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219335 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -28289306.000000 Penalty: 6119.443359
	Iteration 146Q: 3 clusters Score -2.828931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219346 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -28289310.000000 Penalty: 6119.443359
	Iteration 147Q: 3 clusters Score -2.828931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219360 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -28289294.000000 Penalty: 6119.443359
	Iteration 148Q: 3 clusters Score -2.828929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219370 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -28289296.000000 Penalty: 6119.443359
	Iteration 149Q: 3 clusters Score -2.82893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219377 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -28289302.000000 Penalty: 6119.443359
	Iteration 150Q: 3 clusters Score -2.82893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219383 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -28289290.000000 Penalty: 6119.443359
	Iteration 151Q: 3 clusters Score -2.828929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219385 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -28289290.000000 Penalty: 6119.443359
	Iteration 152Q: 3 clusters Score -2.828929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219389 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -28289306.000000 Penalty: 6119.443359
	Iteration 153Q: 3 clusters Score -2.828931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219393 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -28289300.000000 Penalty: 6119.443359
	Iteration 154Q: 3 clusters Score -2.82893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219396 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -28289294.000000 Penalty: 6119.443359
	Iteration 155Q: 3 clusters Score -2.828929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219400 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -28289290.000000 Penalty: 6119.443359
	Iteration 156Q: 3 clusters Score -2.828929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219406 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -28289292.000000 Penalty: 6119.443359
	Iteration 157Q: 3 clusters Score -2.828929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219411 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -28289280.000000 Penalty: 6119.443359
	Iteration 158Q: 3 clusters Score -2.828928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219416 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -28289268.000000 Penalty: 6119.443359
	Iteration 159Q: 3 clusters Score -2.828927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219420 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -28289276.000000 Penalty: 6119.443359
	Iteration 160F: 3 clusters Score -2.828928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219421 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -28289274.000000 Penalty: 6119.443359
	Iteration 161Q: 3 clusters Score -2.828927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219423 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -28289274.000000 Penalty: 6119.443359
	Iteration 162Q: 3 clusters Score -2.828927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219424 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -28289270.000000 Penalty: 6119.443359
	Iteration 163Q: 3 clusters Score -2.828927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219424 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -28289270.000000 Penalty: 6119.443359
	Iteration 164F: 3 clusters Score -2.828927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 129377 members 
Mstep: Class 10 contains 63061 members 
Mstep: Class 11 contains 208144 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 34633 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 22104 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 8687 members 
Entering Unmasked Estep 
Score: -124098944.000000 Penalty: 72133.554688
Splitting cluster 4 changes total score from -124093688.000000 to -124098944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (28361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Entering Unmasked Estep 
Score: -3481760.500000 Penalty: 2542.687012
	Iteration 0F: 2 clusters Score -3481760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3462167.000000 Penalty: 5085.374023
	Iteration 0F: 3 clusters Score -3462167 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3469149.500000 Penalty: 5085.374023
	Iteration 1F: 3 clusters Score -3469150 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3469590.000000 Penalty: 5085.374023
	Iteration 2Q: 3 clusters Score -3469590 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3469932.500000 Penalty: 5085.374023
	Iteration 3Q: 3 clusters Score -3469932 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3470247.000000 Penalty: 5085.374023
	Iteration 4Q: 3 clusters Score -3470247 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3470524.500000 Penalty: 5085.374023
	Iteration 5Q: 3 clusters Score -3470524 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3470796.750000 Penalty: 5085.374023
	Iteration 6Q: 3 clusters Score -3470797 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3471113.000000 Penalty: 5085.374023
	Iteration 7Q: 3 clusters Score -3471113 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3471476.250000 Penalty: 5085.374023
	Iteration 8Q: 3 clusters Score -3471476 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3471895.500000 Penalty: 5085.374023
	Iteration 9Q: 3 clusters Score -3471896 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3472391.000000 Penalty: 5085.374023
	Iteration 10Q: 3 clusters Score -3472391 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3472924.000000 Penalty: 5085.374023
	Iteration 11Q: 3 clusters Score -3472924 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3473465.500000 Penalty: 5085.374023
	Iteration 12Q: 3 clusters Score -3473466 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3473935.250000 Penalty: 5085.374023
	Iteration 13Q: 3 clusters Score -3473935 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3474293.000000 Penalty: 5085.374023
	Iteration 14Q: 3 clusters Score -3474293 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3474612.000000 Penalty: 5085.374023
	Iteration 15Q: 3 clusters Score -3474612 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3474926.000000 Penalty: 5085.374023
	Iteration 16Q: 3 clusters Score -3474926 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3475266.750000 Penalty: 5085.374023
	Iteration 17Q: 3 clusters Score -3475267 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3475633.250000 Penalty: 5085.374023
	Iteration 18Q: 3 clusters Score -3475633 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3476075.750000 Penalty: 5085.374023
	Iteration 19Q: 3 clusters Score -3476076 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3476587.250000 Penalty: 5085.374023
	Iteration 20F: 3 clusters Score -3476587 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3477170.000000 Penalty: 5085.374023
	Iteration 21Q: 3 clusters Score -3477170 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3477721.500000 Penalty: 5085.374023
	Iteration 22Q: 3 clusters Score -3477722 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3478191.000000 Penalty: 5085.374023
	Iteration 23Q: 3 clusters Score -3478191 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3478586.000000 Penalty: 5085.374023
	Iteration 24Q: 3 clusters Score -3478586 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3478914.250000 Penalty: 5085.374023
	Iteration 25Q: 3 clusters Score -3478914 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3479168.750000 Penalty: 5085.374023
	Iteration 26Q: 3 clusters Score -3479169 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3479351.500000 Penalty: 5085.374023
	Iteration 27Q: 3 clusters Score -3479352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3479513.000000 Penalty: 5085.374023
	Iteration 28Q: 3 clusters Score -3479513 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3479579.000000 Penalty: 5085.374023
	Iteration 29Q: 3 clusters Score -3479579 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3479631.000000 Penalty: 5085.374023
	Iteration 30Q: 3 clusters Score -3479631 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3479703.250000 Penalty: 5085.374023
	Iteration 31Q: 3 clusters Score -3479703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3479738.250000 Penalty: 5085.374023
	Iteration 32Q: 3 clusters Score -3479738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3479767.250000 Penalty: 5085.374023
	Iteration 33Q: 3 clusters Score -3479767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3479787.000000 Penalty: 5085.374023
	Iteration 34Q: 3 clusters Score -3479787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3479806.500000 Penalty: 5085.374023
	Iteration 35Q: 3 clusters Score -3479806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3479830.750000 Penalty: 5085.374023
	Iteration 36Q: 3 clusters Score -3479831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3479855.500000 Penalty: 5085.374023
	Iteration 37Q: 3 clusters Score -3479856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3479854.500000 Penalty: 5085.374023
	Iteration 38Q: 3 clusters Score -3479854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3479865.250000 Penalty: 5085.374023
	Iteration 39Q: 3 clusters Score -3479865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3479869.500000 Penalty: 5085.374023
	Iteration 40F: 3 clusters Score -3479870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3479876.000000 Penalty: 5085.374023
	Iteration 41Q: 3 clusters Score -3479876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3479880.500000 Penalty: 5085.374023
	Iteration 42Q: 3 clusters Score -3479880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3479887.750000 Penalty: 5085.374023
	Iteration 43Q: 3 clusters Score -3479888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3479893.500000 Penalty: 5085.374023
	Iteration 44Q: 3 clusters Score -3479894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3479901.250000 Penalty: 5085.374023
	Iteration 45Q: 3 clusters Score -3479901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3479900.000000 Penalty: 5085.374023
	Iteration 46Q: 3 clusters Score -3479900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3479906.250000 Penalty: 5085.374023
	Iteration 47Q: 3 clusters Score -3479906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3479916.250000 Penalty: 5085.374023
	Iteration 48Q: 3 clusters Score -3479916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3479918.750000 Penalty: 5085.374023
	Iteration 49Q: 3 clusters Score -3479919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3479925.750000 Penalty: 5085.374023
	Iteration 50Q: 3 clusters Score -3479926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3479928.500000 Penalty: 5085.374023
	Iteration 51Q: 3 clusters Score -3479928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3479927.000000 Penalty: 5085.374023
	Iteration 52Q: 3 clusters Score -3479927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3479932.000000 Penalty: 5085.374023
	Iteration 53Q: 3 clusters Score -3479932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3479927.250000 Penalty: 5085.374023
	Iteration 54Q: 3 clusters Score -3479927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3479927.250000 Penalty: 5085.374023
	Iteration 55F: 3 clusters Score -3479927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Entering Unmasked Estep 
Score: -3046794.250000 Penalty: 2517.441162
	Iteration 0F: 2 clusters Score -3046794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3028949.000000 Penalty: 5034.882324
	Iteration 0F: 3 clusters Score -3028949 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3035373.250000 Penalty: 5034.882324
	Iteration 1F: 3 clusters Score -3035373 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3035876.750000 Penalty: 5034.882324
	Iteration 2F: 3 clusters Score -3035877 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3036346.750000 Penalty: 5034.882324
	Iteration 3Q: 3 clusters Score -3036347 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3036917.750000 Penalty: 5034.882324
	Iteration 4Q: 3 clusters Score -3036918 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3037633.000000 Penalty: 5034.882324
	Iteration 5F: 3 clusters Score -3037633 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3038549.500000 Penalty: 5034.882324
	Iteration 6F: 3 clusters Score -3038550 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3039680.500000 Penalty: 5034.882324
	Iteration 7F: 3 clusters Score -3039680 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3040950.000000 Penalty: 5034.882324
	Iteration 8F: 3 clusters Score -3040950 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3042239.250000 Penalty: 5034.882324
	Iteration 9F: 3 clusters Score -3042239 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3043250.500000 Penalty: 5034.882324
	Iteration 10Q: 3 clusters Score -3043250 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3043961.000000 Penalty: 5034.882324
	Iteration 11Q: 3 clusters Score -3043961 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3044474.000000 Penalty: 5034.882324
	Iteration 12Q: 3 clusters Score -3044474 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3044877.250000 Penalty: 5034.882324
	Iteration 13Q: 3 clusters Score -3044877 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3045207.250000 Penalty: 5034.882324
	Iteration 14Q: 3 clusters Score -3045207 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3045477.250000 Penalty: 5034.882324
	Iteration 15Q: 3 clusters Score -3045477 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3045649.250000 Penalty: 5034.882324
	Iteration 16Q: 3 clusters Score -3045649 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3045743.000000 Penalty: 5034.882324
	Iteration 17Q: 3 clusters Score -3045743 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3045805.750000 Penalty: 5034.882324
	Iteration 18Q: 3 clusters Score -3045806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3045836.750000 Penalty: 5034.882324
	Iteration 19Q: 3 clusters Score -3045837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3045853.000000 Penalty: 5034.882324
	Iteration 20F: 3 clusters Score -3045853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3045872.000000 Penalty: 5034.882324
	Iteration 21Q: 3 clusters Score -3045872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3045883.500000 Penalty: 5034.882324
	Iteration 22Q: 3 clusters Score -3045884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3045901.250000 Penalty: 5034.882324
	Iteration 23Q: 3 clusters Score -3045901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3045905.250000 Penalty: 5034.882324
	Iteration 24Q: 3 clusters Score -3045905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3045910.250000 Penalty: 5034.882324
	Iteration 25Q: 3 clusters Score -3045910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3045913.000000 Penalty: 5034.882324
	Iteration 26Q: 3 clusters Score -3045913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3045916.750000 Penalty: 5034.882324
	Iteration 27Q: 3 clusters Score -3045917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3045912.250000 Penalty: 5034.882324
	Iteration 28Q: 3 clusters Score -3045912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3045913.500000 Penalty: 5034.882324
	Iteration 29Q: 3 clusters Score -3045914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3045914.750000 Penalty: 5034.882324
	Iteration 30Q: 3 clusters Score -3045915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3045914.750000 Penalty: 5034.882324
	Iteration 31F: 3 clusters Score -3045915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Entering Unmasked Estep 
Score: -1040620.562500 Penalty: 2249.484863
	Iteration 0F: 2 clusters Score -1040621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1033775.687500 Penalty: 4498.969727
	Iteration 0F: 3 clusters Score -1033776 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1035964.687500 Penalty: 4498.969727
	Iteration 1F: 3 clusters Score -1035965 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1036528.375000 Penalty: 4498.969727
	Iteration 2F: 3 clusters Score -1036528 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1037167.687500 Penalty: 4498.969727
	Iteration 3F: 3 clusters Score -1037168 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1037856.625000 Penalty: 4498.969727
	Iteration 4F: 3 clusters Score -1037857 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1038635.687500 Penalty: 4498.969727
	Iteration 5F: 3 clusters Score -1038636 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1039355.062500 Penalty: 4498.969727
	Iteration 6F: 3 clusters Score -1039355 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1039824.000000 Penalty: 4498.969727
	Iteration 7F: 3 clusters Score -1039824 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1040102.312500 Penalty: 4498.969727
	Iteration 8Q: 3 clusters Score -1040102 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1040250.000000 Penalty: 4498.969727
	Iteration 9Q: 3 clusters Score -1040250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1040316.000000 Penalty: 4498.969727
	Iteration 10Q: 3 clusters Score -1040316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1040361.062500 Penalty: 4498.969727
	Iteration 11Q: 3 clusters Score -1040361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1040386.062500 Penalty: 4498.969727
	Iteration 12Q: 3 clusters Score -1040386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1040400.375000 Penalty: 4498.969727
	Iteration 13Q: 3 clusters Score -1040400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1040413.437500 Penalty: 4498.969727
	Iteration 14Q: 3 clusters Score -1040413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1040428.500000 Penalty: 4498.969727
	Iteration 15Q: 3 clusters Score -1040428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1040440.625000 Penalty: 4498.969727
	Iteration 16Q: 3 clusters Score -1040441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1040448.875000 Penalty: 4498.969727
	Iteration 17Q: 3 clusters Score -1040449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1040454.250000 Penalty: 4498.969727
	Iteration 18Q: 3 clusters Score -1040454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1040458.062500 Penalty: 4498.969727
	Iteration 19Q: 3 clusters Score -1040458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1040459.250000 Penalty: 4498.969727
	Iteration 20F: 3 clusters Score -1040459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1040458.750000 Penalty: 4498.969727
	Iteration 21Q: 3 clusters Score -1040459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1040458.937500 Penalty: 4498.969727
	Iteration 22Q: 3 clusters Score -1040459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1040461.125000 Penalty: 4498.969727
	Iteration 23Q: 3 clusters Score -1040461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1040461.500000 Penalty: 4498.969727
	Iteration 24Q: 3 clusters Score -1040462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1040461.437500 Penalty: 4498.969727
	Iteration 25Q: 3 clusters Score -1040461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1040461.250000 Penalty: 4498.969727
	Iteration 26Q: 3 clusters Score -1040461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1040461.250000 Penalty: 4498.969727
	Iteration 27F: 3 clusters Score -1040461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Entering Unmasked Estep 
Score: -1777899.125000 Penalty: 2393.027588
	Iteration 0F: 2 clusters Score -1777899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1766640.000000 Penalty: 4786.055176
	Iteration 0F: 3 clusters Score -1766640 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1770328.125000 Penalty: 4786.055176
	Iteration 1F: 3 clusters Score -1770328 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1771029.750000 Penalty: 4786.055176
	Iteration 2F: 3 clusters Score -1771030 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1771702.875000 Penalty: 4786.055176
	Iteration 3F: 3 clusters Score -1771703 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1772337.750000 Penalty: 4786.055176
	Iteration 4F: 3 clusters Score -1772338 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1772902.250000 Penalty: 4786.055176
	Iteration 5F: 3 clusters Score -1772902 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1773461.125000 Penalty: 4786.055176
	Iteration 6F: 3 clusters Score -1773461 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1773945.000000 Penalty: 4786.055176
	Iteration 7F: 3 clusters Score -1773945 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1774349.875000 Penalty: 4786.055176
	Iteration 8Q: 3 clusters Score -1774350 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1774704.000000 Penalty: 4786.055176
	Iteration 9Q: 3 clusters Score -1774704 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1775013.750000 Penalty: 4786.055176
	Iteration 10Q: 3 clusters Score -1775014 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1775246.375000 Penalty: 4786.055176
	Iteration 11Q: 3 clusters Score -1775246 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1775465.500000 Penalty: 4786.055176
	Iteration 12Q: 3 clusters Score -1775466 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1775618.875000 Penalty: 4786.055176
	Iteration 13Q: 3 clusters Score -1775619 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1775758.125000 Penalty: 4786.055176
	Iteration 14Q: 3 clusters Score -1775758 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1775881.375000 Penalty: 4786.055176
	Iteration 15Q: 3 clusters Score -1775881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1775994.375000 Penalty: 4786.055176
	Iteration 16Q: 3 clusters Score -1775994 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1776105.250000 Penalty: 4786.055176
	Iteration 17Q: 3 clusters Score -1776105 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1776168.625000 Penalty: 4786.055176
	Iteration 18Q: 3 clusters Score -1776169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1776220.250000 Penalty: 4786.055176
	Iteration 19Q: 3 clusters Score -1776220 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1776275.375000 Penalty: 4786.055176
	Iteration 20F: 3 clusters Score -1776275 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1776327.875000 Penalty: 4786.055176
	Iteration 21Q: 3 clusters Score -1776328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1776373.875000 Penalty: 4786.055176
	Iteration 22Q: 3 clusters Score -1776374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1776413.000000 Penalty: 4786.055176
	Iteration 23Q: 3 clusters Score -1776413 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1776446.375000 Penalty: 4786.055176
	Iteration 24Q: 3 clusters Score -1776446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1776484.875000 Penalty: 4786.055176
	Iteration 25Q: 3 clusters Score -1776485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1776523.625000 Penalty: 4786.055176
	Iteration 26Q: 3 clusters Score -1776524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1776551.750000 Penalty: 4786.055176
	Iteration 27Q: 3 clusters Score -1776552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1776570.125000 Penalty: 4786.055176
	Iteration 28Q: 3 clusters Score -1776570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1776593.125000 Penalty: 4786.055176
	Iteration 29Q: 3 clusters Score -1776593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1776608.750000 Penalty: 4786.055176
	Iteration 30Q: 3 clusters Score -1776609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1776620.125000 Penalty: 4786.055176
	Iteration 31Q: 3 clusters Score -1776620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1776637.625000 Penalty: 4786.055176
	Iteration 32Q: 3 clusters Score -1776638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1776638.500000 Penalty: 4786.055176
	Iteration 33Q: 3 clusters Score -1776638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1776642.000000 Penalty: 4786.055176
	Iteration 34Q: 3 clusters Score -1776642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1776648.500000 Penalty: 4786.055176
	Iteration 35Q: 3 clusters Score -1776648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1776651.125000 Penalty: 4786.055176
	Iteration 36Q: 3 clusters Score -1776651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1776658.375000 Penalty: 4786.055176
	Iteration 37Q: 3 clusters Score -1776658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1776660.500000 Penalty: 4786.055176
	Iteration 38Q: 3 clusters Score -1776660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1776659.625000 Penalty: 4786.055176
	Iteration 39Q: 3 clusters Score -1776660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1776666.500000 Penalty: 4786.055176
	Iteration 40F: 3 clusters Score -1776666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1776665.750000 Penalty: 4786.055176
	Iteration 41Q: 3 clusters Score -1776666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1776669.125000 Penalty: 4786.055176
	Iteration 42Q: 3 clusters Score -1776669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1776675.750000 Penalty: 4786.055176
	Iteration 43Q: 3 clusters Score -1776676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1776675.375000 Penalty: 4786.055176
	Iteration 44Q: 3 clusters Score -1776675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1776675.375000 Penalty: 4786.055176
	Iteration 45Q: 3 clusters Score -1776675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1776673.000000 Penalty: 4786.055176
	Iteration 46Q: 3 clusters Score -1776673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1776671.750000 Penalty: 4786.055176
	Iteration 47Q: 3 clusters Score -1776672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1776673.000000 Penalty: 4786.055176
	Iteration 48Q: 3 clusters Score -1776673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1776673.000000 Penalty: 4786.055176
	Iteration 49F: 3 clusters Score -1776673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (129377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129377 members 
Entering Unmasked Estep 
Score: -15601717.000000 Penalty: 2919.080566
	Iteration 0F: 2 clusters Score -1.560172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -15515120.000000 Penalty: 5838.161133
	Iteration 0F: 3 clusters Score -1.551512e+07 nChanged 61687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -15551383.000000 Penalty: 5838.161133
	Iteration 1F: 3 clusters Score -1.555138e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -15552819.000000 Penalty: 5838.161133
	Iteration 2Q: 3 clusters Score -1.555282e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -15554566.000000 Penalty: 5838.161133
	Iteration 3Q: 3 clusters Score -1.555457e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -15556749.000000 Penalty: 5838.161133
	Iteration 4Q: 3 clusters Score -1.555675e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -15559232.000000 Penalty: 5838.161133
	Iteration 5Q: 3 clusters Score -1.555923e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -15562379.000000 Penalty: 5838.161133
	Iteration 6Q: 3 clusters Score -1.556238e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -15565804.000000 Penalty: 5838.161133
	Iteration 7F: 3 clusters Score -1.55658e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -15569909.000000 Penalty: 5838.161133
	Iteration 8F: 3 clusters Score -1.556991e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -15574273.000000 Penalty: 5838.161133
	Iteration 9F: 3 clusters Score -1.557427e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -15578068.000000 Penalty: 5838.161133
	Iteration 10F: 3 clusters Score -1.557807e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -15580086.000000 Penalty: 5838.161133
	Iteration 11Q: 3 clusters Score -1.558009e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -15580974.000000 Penalty: 5838.161133
	Iteration 12Q: 3 clusters Score -1.558097e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -15581176.000000 Penalty: 5838.161133
	Iteration 13Q: 3 clusters Score -1.558118e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -15581350.000000 Penalty: 5838.161133
	Iteration 14Q: 3 clusters Score -1.558135e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -15581452.000000 Penalty: 5838.161133
	Iteration 15Q: 3 clusters Score -1.558145e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -15581573.000000 Penalty: 5838.161133
	Iteration 16Q: 3 clusters Score -1.558157e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -15581753.000000 Penalty: 5838.161133
	Iteration 17Q: 3 clusters Score -1.558175e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -15581795.000000 Penalty: 5838.161133
	Iteration 18Q: 3 clusters Score -1.55818e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -15581871.000000 Penalty: 5838.161133
	Iteration 19Q: 3 clusters Score -1.558187e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -15581981.000000 Penalty: 5838.161133
	Iteration 20F: 3 clusters Score -1.558198e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -15582025.000000 Penalty: 5838.161133
	Iteration 21Q: 3 clusters Score -1.558202e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -15582088.000000 Penalty: 5838.161133
	Iteration 22Q: 3 clusters Score -1.558209e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -15582224.000000 Penalty: 5838.161133
	Iteration 23Q: 3 clusters Score -1.558222e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -15582312.000000 Penalty: 5838.161133
	Iteration 24Q: 3 clusters Score -1.558231e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -15582434.000000 Penalty: 5838.161133
	Iteration 25Q: 3 clusters Score -1.558243e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -15582471.000000 Penalty: 5838.161133
	Iteration 26Q: 3 clusters Score -1.558247e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -15582569.000000 Penalty: 5838.161133
	Iteration 27Q: 3 clusters Score -1.558257e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -15582650.000000 Penalty: 5838.161133
	Iteration 28Q: 3 clusters Score -1.558265e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -15582746.000000 Penalty: 5838.161133
	Iteration 29Q: 3 clusters Score -1.558275e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -15582865.000000 Penalty: 5838.161133
	Iteration 30Q: 3 clusters Score -1.558286e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -15582942.000000 Penalty: 5838.161133
	Iteration 31Q: 3 clusters Score -1.558294e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -15582997.000000 Penalty: 5838.161133
	Iteration 32Q: 3 clusters Score -1.5583e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -15583026.000000 Penalty: 5838.161133
	Iteration 33Q: 3 clusters Score -1.558303e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -15583094.000000 Penalty: 5838.161133
	Iteration 34Q: 3 clusters Score -1.558309e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -15583134.000000 Penalty: 5838.161133
	Iteration 35Q: 3 clusters Score -1.558313e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -15583272.000000 Penalty: 5838.161133
	Iteration 36Q: 3 clusters Score -1.558327e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -15583379.000000 Penalty: 5838.161133
	Iteration 37Q: 3 clusters Score -1.558338e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -15583500.000000 Penalty: 5838.161133
	Iteration 38Q: 3 clusters Score -1.55835e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -15583538.000000 Penalty: 5838.161133
	Iteration 39Q: 3 clusters Score -1.558354e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -15583590.000000 Penalty: 5838.161133
	Iteration 40F: 3 clusters Score -1.558359e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -15583684.000000 Penalty: 5838.161133
	Iteration 41Q: 3 clusters Score -1.558368e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -15583829.000000 Penalty: 5838.161133
	Iteration 42Q: 3 clusters Score -1.558383e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -15583940.000000 Penalty: 5838.161133
	Iteration 43Q: 3 clusters Score -1.558394e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -15583999.000000 Penalty: 5838.161133
	Iteration 44Q: 3 clusters Score -1.5584e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -15584198.000000 Penalty: 5838.161133
	Iteration 45Q: 3 clusters Score -1.55842e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -15584298.000000 Penalty: 5838.161133
	Iteration 46Q: 3 clusters Score -1.55843e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -15584481.000000 Penalty: 5838.161133
	Iteration 47Q: 3 clusters Score -1.558448e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -15584755.000000 Penalty: 5838.161133
	Iteration 48Q: 3 clusters Score -1.558476e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -15584970.000000 Penalty: 5838.161133
	Iteration 49Q: 3 clusters Score -1.558497e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86007 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -15585222.000000 Penalty: 5838.161133
	Iteration 50Q: 3 clusters Score -1.558522e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -15585490.000000 Penalty: 5838.161133
	Iteration 51Q: 3 clusters Score -1.558549e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -15585750.000000 Penalty: 5838.161133
	Iteration 52Q: 3 clusters Score -1.558575e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -15586127.000000 Penalty: 5838.161133
	Iteration 53Q: 3 clusters Score -1.558613e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -15586611.000000 Penalty: 5838.161133
	Iteration 54Q: 3 clusters Score -1.558661e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -15587262.000000 Penalty: 5838.161133
	Iteration 55Q: 3 clusters Score -1.558726e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -15587971.000000 Penalty: 5838.161133
	Iteration 56Q: 3 clusters Score -1.558797e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -15588765.000000 Penalty: 5838.161133
	Iteration 57Q: 3 clusters Score -1.558876e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -15589729.000000 Penalty: 5838.161133
	Iteration 58Q: 3 clusters Score -1.558973e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -15590648.000000 Penalty: 5838.161133
	Iteration 59Q: 3 clusters Score -1.559065e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -15591764.000000 Penalty: 5838.161133
	Iteration 60F: 3 clusters Score -1.559176e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -15593031.000000 Penalty: 5838.161133
	Iteration 61Q: 3 clusters Score -1.559303e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -15594484.000000 Penalty: 5838.161133
	Iteration 62Q: 3 clusters Score -1.559448e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -15596128.000000 Penalty: 5838.161133
	Iteration 63Q: 3 clusters Score -1.559613e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -15597598.000000 Penalty: 5838.161133
	Iteration 64Q: 3 clusters Score -1.55976e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -15598917.000000 Penalty: 5838.161133
	Iteration 65Q: 3 clusters Score -1.559892e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117790 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -15600262.000000 Penalty: 5838.161133
	Iteration 66Q: 3 clusters Score -1.560026e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -15601253.000000 Penalty: 5838.161133
	Iteration 67Q: 3 clusters Score -1.560125e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -15601886.000000 Penalty: 5838.161133
	Iteration 68Q: 3 clusters Score -1.560189e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120266 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -15602212.000000 Penalty: 5838.161133
	Iteration 69Q: 3 clusters Score -1.560221e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120687 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -15602442.000000 Penalty: 5838.161133
	Iteration 70Q: 3 clusters Score -1.560244e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121010 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -15602548.000000 Penalty: 5838.161133
	Iteration 71Q: 3 clusters Score -1.560255e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121246 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -15602605.000000 Penalty: 5838.161133
	Iteration 72Q: 3 clusters Score -1.56026e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -15602642.000000 Penalty: 5838.161133
	Iteration 73Q: 3 clusters Score -1.560264e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121579 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -15602654.000000 Penalty: 5838.161133
	Iteration 74Q: 3 clusters Score -1.560265e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -15602666.000000 Penalty: 5838.161133
	Iteration 75Q: 3 clusters Score -1.560267e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -15602670.000000 Penalty: 5838.161133
	Iteration 76Q: 3 clusters Score -1.560267e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -15602669.000000 Penalty: 5838.161133
	Iteration 77Q: 3 clusters Score -1.560267e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -15602660.000000 Penalty: 5838.161133
	Iteration 78Q: 3 clusters Score -1.560266e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121915 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -15602655.000000 Penalty: 5838.161133
	Iteration 79Q: 3 clusters Score -1.560266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121949 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -15602637.000000 Penalty: 5838.161133
	Iteration 80F: 3 clusters Score -1.560264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121977 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -15602614.000000 Penalty: 5838.161133
	Iteration 81Q: 3 clusters Score -1.560261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122003 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -15602635.000000 Penalty: 5838.161133
	Iteration 82Q: 3 clusters Score -1.560264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122030 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -15602630.000000 Penalty: 5838.161133
	Iteration 83Q: 3 clusters Score -1.560263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122048 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -15602636.000000 Penalty: 5838.161133
	Iteration 84Q: 3 clusters Score -1.560264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122060 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -15602631.000000 Penalty: 5838.161133
	Iteration 85Q: 3 clusters Score -1.560263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122070 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -15602639.000000 Penalty: 5838.161133
	Iteration 86Q: 3 clusters Score -1.560264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122078 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -15602634.000000 Penalty: 5838.161133
	Iteration 87Q: 3 clusters Score -1.560263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122084 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -15602639.000000 Penalty: 5838.161133
	Iteration 88Q: 3 clusters Score -1.560264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122089 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -15602640.000000 Penalty: 5838.161133
	Iteration 89Q: 3 clusters Score -1.560264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122092 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -15602624.000000 Penalty: 5838.161133
	Iteration 90Q: 3 clusters Score -1.560262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -15602637.000000 Penalty: 5838.161133
	Iteration 91Q: 3 clusters Score -1.560264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122103 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -15602624.000000 Penalty: 5838.161133
	Iteration 92Q: 3 clusters Score -1.560262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -15602609.000000 Penalty: 5838.161133
	Iteration 93Q: 3 clusters Score -1.560261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122115 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -15602621.000000 Penalty: 5838.161133
	Iteration 94Q: 3 clusters Score -1.560262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122122 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -15602622.000000 Penalty: 5838.161133
	Iteration 95Q: 3 clusters Score -1.560262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -15602618.000000 Penalty: 5838.161133
	Iteration 96Q: 3 clusters Score -1.560262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -15602612.000000 Penalty: 5838.161133
	Iteration 97Q: 3 clusters Score -1.560261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -15602628.000000 Penalty: 5838.161133
	Iteration 98Q: 3 clusters Score -1.560263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -15602620.000000 Penalty: 5838.161133
	Iteration 99Q: 3 clusters Score -1.560262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -15602620.000000 Penalty: 5838.161133
	Iteration 100F: 3 clusters Score -1.560262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 122137 members 
Mstep: Class 10 contains 63061 members 
Mstep: Class 11 contains 208144 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 34633 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 22104 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 7240 members 
Entering Unmasked Estep 
Score: -124098984.000000 Penalty: 75568.484375
Splitting cluster 9 changes total score from -124093688.000000 to -124098984.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (63061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Entering Unmasked Estep 
Score: -7723761.500000 Penalty: 2740.860840
	Iteration 0F: 2 clusters Score -7723762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -7681451.000000 Penalty: 5481.721680
	Iteration 0F: 3 clusters Score -7681451 nChanged 29622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -7699818.500000 Penalty: 5481.721680
	Iteration 1F: 3 clusters Score -7699818 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -7707072.000000 Penalty: 5481.721680
	Iteration 2F: 3 clusters Score -7707072 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -7721768.500000 Penalty: 5481.721680
	Iteration 3F: 3 clusters Score -7721768 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -7733084.500000 Penalty: 5481.721680
	Iteration 4F: 3 clusters Score -7733084 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -7739896.000000 Penalty: 5481.721680
	Iteration 5F: 3 clusters Score -7739896 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -7743829.500000 Penalty: 5481.721680
	Iteration 6Q: 3 clusters Score -7743830 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -7744995.500000 Penalty: 5481.721680
	Iteration 7Q: 3 clusters Score -7744996 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -7745172.500000 Penalty: 5481.721680
	Iteration 8Q: 3 clusters Score -7745172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -7745208.500000 Penalty: 5481.721680
	Iteration 9Q: 3 clusters Score -7745208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -7745194.500000 Penalty: 5481.721680
	Iteration 10Q: 3 clusters Score -7745194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -7745204.000000 Penalty: 5481.721680
	Iteration 11Q: 3 clusters Score -7745204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -7745204.000000 Penalty: 5481.721680
	Iteration 12Q: 3 clusters Score -7745204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -7745206.000000 Penalty: 5481.721680
	Iteration 13Q: 3 clusters Score -7745206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -7745206.000000 Penalty: 5481.721680
	Iteration 14Q: 3 clusters Score -7745206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -7745206.000000 Penalty: 5481.721680
	Iteration 15F: 3 clusters Score -7745206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 122137 members 
Mstep: Class 10 contains 51792 members 
Mstep: Class 11 contains 208144 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 34633 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 22104 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 11269 members 
Entering Unmasked Estep 
Score: -124119776.000000 Penalty: 79003.414062
Splitting cluster 10 changes total score from -124093688.000000 to -124119776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (208144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208144 members 
Entering Unmasked Estep 
Score: -25854020.000000 Penalty: 3037.004395
	Iteration 0F: 2 clusters Score -2.585402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -25726994.000000 Penalty: 6074.008789
	Iteration 0F: 3 clusters Score -2.572699e+07 nChanged 100377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -25787320.000000 Penalty: 6074.008789
	Iteration 1F: 3 clusters Score -2.578732e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -25790830.000000 Penalty: 6074.008789
	Iteration 2Q: 3 clusters Score -2.579083e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113066 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -25795580.000000 Penalty: 6074.008789
	Iteration 3Q: 3 clusters Score -2.579558e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -25802442.000000 Penalty: 6074.008789
	Iteration 4F: 3 clusters Score -2.580244e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -25811088.000000 Penalty: 6074.008789
	Iteration 5F: 3 clusters Score -2.581109e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -25821184.000000 Penalty: 6074.008789
	Iteration 6F: 3 clusters Score -2.582118e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -25831268.000000 Penalty: 6074.008789
	Iteration 7F: 3 clusters Score -2.583127e+07 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104758 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -25839374.000000 Penalty: 6074.008789
	Iteration 8F: 3 clusters Score -2.583937e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -25844508.000000 Penalty: 6074.008789
	Iteration 9Q: 3 clusters Score -2.584451e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 111390 members 
Entering Unmasked Estep 
Score: -25847474.000000 Penalty: 6074.008789
	Iteration 10Q: 3 clusters Score -2.584747e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -25849610.000000 Penalty: 6074.008789
	Iteration 11Q: 3 clusters Score -2.584961e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 118345 members 
Entering Unmasked Estep 
Score: -25850922.000000 Penalty: 6074.008789
	Iteration 12Q: 3 clusters Score -2.585092e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 121641 members 
Entering Unmasked Estep 
Score: -25852154.000000 Penalty: 6074.008789
	Iteration 13Q: 3 clusters Score -2.585215e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -25853316.000000 Penalty: 6074.008789
	Iteration 14Q: 3 clusters Score -2.585332e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 127803 members 
Entering Unmasked Estep 
Score: -25854210.000000 Penalty: 6074.008789
	Iteration 15Q: 3 clusters Score -2.585421e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -25855012.000000 Penalty: 6074.008789
	Iteration 16Q: 3 clusters Score -2.585501e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 133625 members 
Entering Unmasked Estep 
Score: -25855758.000000 Penalty: 6074.008789
	Iteration 17Q: 3 clusters Score -2.585576e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -25856264.000000 Penalty: 6074.008789
	Iteration 18Q: 3 clusters Score -2.585626e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 139184 members 
Entering Unmasked Estep 
Score: -25856634.000000 Penalty: 6074.008789
	Iteration 19Q: 3 clusters Score -2.585663e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -25857144.000000 Penalty: 6074.008789
	Iteration 20F: 3 clusters Score -2.585714e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 144228 members 
Entering Unmasked Estep 
Score: -25857660.000000 Penalty: 6074.008789
	Iteration 21Q: 3 clusters Score -2.585766e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -25858324.000000 Penalty: 6074.008789
	Iteration 22Q: 3 clusters Score -2.585832e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 149356 members 
Entering Unmasked Estep 
Score: -25858790.000000 Penalty: 6074.008789
	Iteration 23Q: 3 clusters Score -2.585879e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 152012 members 
Entering Unmasked Estep 
Score: -25859248.000000 Penalty: 6074.008789
	Iteration 24Q: 3 clusters Score -2.585925e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 154648 members 
Entering Unmasked Estep 
Score: -25859702.000000 Penalty: 6074.008789
	Iteration 25Q: 3 clusters Score -2.58597e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -25860126.000000 Penalty: 6074.008789
	Iteration 26Q: 3 clusters Score -2.586013e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -25860284.000000 Penalty: 6074.008789
	Iteration 27Q: 3 clusters Score -2.586028e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -25860572.000000 Penalty: 6074.008789
	Iteration 28Q: 3 clusters Score -2.586057e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -25860752.000000 Penalty: 6074.008789
	Iteration 29Q: 3 clusters Score -2.586075e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 166577 members 
Entering Unmasked Estep 
Score: -25860724.000000 Penalty: 6074.008789
	Iteration 30Q: 3 clusters Score -2.586072e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -25860668.000000 Penalty: 6074.008789
	Iteration 31Q: 3 clusters Score -2.586067e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -25860486.000000 Penalty: 6074.008789
	Iteration 32Q: 3 clusters Score -2.586049e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -25860390.000000 Penalty: 6074.008789
	Iteration 33Q: 3 clusters Score -2.586039e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 173477 members 
Entering Unmasked Estep 
Score: -25860350.000000 Penalty: 6074.008789
	Iteration 34Q: 3 clusters Score -2.586035e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -25860108.000000 Penalty: 6074.008789
	Iteration 35Q: 3 clusters Score -2.586011e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -25860058.000000 Penalty: 6074.008789
	Iteration 36Q: 3 clusters Score -2.586006e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 177711 members 
Entering Unmasked Estep 
Score: -25860032.000000 Penalty: 6074.008789
	Iteration 37Q: 3 clusters Score -2.586003e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -25859820.000000 Penalty: 6074.008789
	Iteration 38Q: 3 clusters Score -2.585982e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 180072 members 
Entering Unmasked Estep 
Score: -25859742.000000 Penalty: 6074.008789
	Iteration 39Q: 3 clusters Score -2.585974e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -25859582.000000 Penalty: 6074.008789
	Iteration 40F: 3 clusters Score -2.585958e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -25859460.000000 Penalty: 6074.008789
	Iteration 41Q: 3 clusters Score -2.585946e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -25859450.000000 Penalty: 6074.008789
	Iteration 42Q: 3 clusters Score -2.585945e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 183735 members 
Entering Unmasked Estep 
Score: -25859254.000000 Penalty: 6074.008789
	Iteration 43Q: 3 clusters Score -2.585925e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 184477 members 
Entering Unmasked Estep 
Score: -25859090.000000 Penalty: 6074.008789
	Iteration 44Q: 3 clusters Score -2.585909e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 185151 members 
Entering Unmasked Estep 
Score: -25858944.000000 Penalty: 6074.008789
	Iteration 45Q: 3 clusters Score -2.585894e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 185726 members 
Entering Unmasked Estep 
Score: -25858822.000000 Penalty: 6074.008789
	Iteration 46Q: 3 clusters Score -2.585882e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 186274 members 
Entering Unmasked Estep 
Score: -25858598.000000 Penalty: 6074.008789
	Iteration 47Q: 3 clusters Score -2.58586e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 186812 members 
Entering Unmasked Estep 
Score: -25858560.000000 Penalty: 6074.008789
	Iteration 48Q: 3 clusters Score -2.585856e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 187316 members 
Entering Unmasked Estep 
Score: -25858466.000000 Penalty: 6074.008789
	Iteration 49Q: 3 clusters Score -2.585847e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 187796 members 
Entering Unmasked Estep 
Score: -25858338.000000 Penalty: 6074.008789
	Iteration 50Q: 3 clusters Score -2.585834e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 188213 members 
Entering Unmasked Estep 
Score: -25858276.000000 Penalty: 6074.008789
	Iteration 51Q: 3 clusters Score -2.585828e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 188620 members 
Entering Unmasked Estep 
Score: -25858162.000000 Penalty: 6074.008789
	Iteration 52Q: 3 clusters Score -2.585816e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 189010 members 
Entering Unmasked Estep 
Score: -25858054.000000 Penalty: 6074.008789
	Iteration 53Q: 3 clusters Score -2.585805e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 189409 members 
Entering Unmasked Estep 
Score: -25857980.000000 Penalty: 6074.008789
	Iteration 54Q: 3 clusters Score -2.585798e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 189773 members 
Entering Unmasked Estep 
Score: -25857870.000000 Penalty: 6074.008789
	Iteration 55Q: 3 clusters Score -2.585787e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 190095 members 
Entering Unmasked Estep 
Score: -25857716.000000 Penalty: 6074.008789
	Iteration 56Q: 3 clusters Score -2.585772e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 190413 members 
Entering Unmasked Estep 
Score: -25857606.000000 Penalty: 6074.008789
	Iteration 57Q: 3 clusters Score -2.585761e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 190741 members 
Entering Unmasked Estep 
Score: -25857532.000000 Penalty: 6074.008789
	Iteration 58Q: 3 clusters Score -2.585753e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 191045 members 
Entering Unmasked Estep 
Score: -25857536.000000 Penalty: 6074.008789
	Iteration 59Q: 3 clusters Score -2.585754e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 191358 members 
Entering Unmasked Estep 
Score: -25857500.000000 Penalty: 6074.008789
	Iteration 60F: 3 clusters Score -2.58575e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 191642 members 
Entering Unmasked Estep 
Score: -25857416.000000 Penalty: 6074.008789
	Iteration 61Q: 3 clusters Score -2.585742e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 191900 members 
Entering Unmasked Estep 
Score: -25857382.000000 Penalty: 6074.008789
	Iteration 62Q: 3 clusters Score -2.585738e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 192145 members 
Entering Unmasked Estep 
Score: -25857336.000000 Penalty: 6074.008789
	Iteration 63Q: 3 clusters Score -2.585734e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 192371 members 
Entering Unmasked Estep 
Score: -25857304.000000 Penalty: 6074.008789
	Iteration 64Q: 3 clusters Score -2.58573e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 192590 members 
Entering Unmasked Estep 
Score: -25857242.000000 Penalty: 6074.008789
	Iteration 65Q: 3 clusters Score -2.585724e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 192790 members 
Entering Unmasked Estep 
Score: -25857180.000000 Penalty: 6074.008789
	Iteration 66Q: 3 clusters Score -2.585718e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -25857176.000000 Penalty: 6074.008789
	Iteration 67Q: 3 clusters Score -2.585718e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 193186 members 
Entering Unmasked Estep 
Score: -25857188.000000 Penalty: 6074.008789
	Iteration 68Q: 3 clusters Score -2.585719e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 193372 members 
Entering Unmasked Estep 
Score: -25857160.000000 Penalty: 6074.008789
	Iteration 69Q: 3 clusters Score -2.585716e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 193561 members 
Entering Unmasked Estep 
Score: -25857174.000000 Penalty: 6074.008789
	Iteration 70Q: 3 clusters Score -2.585717e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 193737 members 
Entering Unmasked Estep 
Score: -25857126.000000 Penalty: 6074.008789
	Iteration 71Q: 3 clusters Score -2.585713e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 193891 members 
Entering Unmasked Estep 
Score: -25857114.000000 Penalty: 6074.008789
	Iteration 72Q: 3 clusters Score -2.585711e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 194033 members 
Entering Unmasked Estep 
Score: -25857094.000000 Penalty: 6074.008789
	Iteration 73Q: 3 clusters Score -2.585709e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 194152 members 
Entering Unmasked Estep 
Score: -25857042.000000 Penalty: 6074.008789
	Iteration 74Q: 3 clusters Score -2.585704e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 194268 members 
Entering Unmasked Estep 
Score: -25857014.000000 Penalty: 6074.008789
	Iteration 75Q: 3 clusters Score -2.585701e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 194365 members 
Entering Unmasked Estep 
Score: -25857018.000000 Penalty: 6074.008789
	Iteration 76Q: 3 clusters Score -2.585702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
Score: -25856962.000000 Penalty: 6074.008789
	Iteration 77Q: 3 clusters Score -2.585696e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 194535 members 
Entering Unmasked Estep 
Score: -25856984.000000 Penalty: 6074.008789
	Iteration 78Q: 3 clusters Score -2.585698e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 194627 members 
Entering Unmasked Estep 
Score: -25856986.000000 Penalty: 6074.008789
	Iteration 79Q: 3 clusters Score -2.585699e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 194717 members 
Entering Unmasked Estep 
Score: -25856976.000000 Penalty: 6074.008789
	Iteration 80F: 3 clusters Score -2.585698e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 194801 members 
Entering Unmasked Estep 
Score: -25856978.000000 Penalty: 6074.008789
	Iteration 81Q: 3 clusters Score -2.585698e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 194877 members 
Entering Unmasked Estep 
Score: -25856950.000000 Penalty: 6074.008789
	Iteration 82Q: 3 clusters Score -2.585695e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 194943 members 
Entering Unmasked Estep 
Score: -25856930.000000 Penalty: 6074.008789
	Iteration 83Q: 3 clusters Score -2.585693e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 195003 members 
Entering Unmasked Estep 
Score: -25856912.000000 Penalty: 6074.008789
	Iteration 84Q: 3 clusters Score -2.585691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -25856898.000000 Penalty: 6074.008789
	Iteration 85Q: 3 clusters Score -2.58569e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 195111 members 
Entering Unmasked Estep 
Score: -25856910.000000 Penalty: 6074.008789
	Iteration 86Q: 3 clusters Score -2.585691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 195163 members 
Entering Unmasked Estep 
Score: -25856910.000000 Penalty: 6074.008789
	Iteration 87Q: 3 clusters Score -2.585691e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -25856920.000000 Penalty: 6074.008789
	Iteration 88Q: 3 clusters Score -2.585692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 195249 members 
Entering Unmasked Estep 
Score: -25856898.000000 Penalty: 6074.008789
	Iteration 89Q: 3 clusters Score -2.58569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 195292 members 
Entering Unmasked Estep 
Score: -25856898.000000 Penalty: 6074.008789
	Iteration 90Q: 3 clusters Score -2.58569e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 195340 members 
Entering Unmasked Estep 
Score: -25856874.000000 Penalty: 6074.008789
	Iteration 91Q: 3 clusters Score -2.585687e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 195386 members 
Entering Unmasked Estep 
Score: -25856822.000000 Penalty: 6074.008789
	Iteration 92Q: 3 clusters Score -2.585682e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 195439 members 
Entering Unmasked Estep 
Score: -25856834.000000 Penalty: 6074.008789
	Iteration 93Q: 3 clusters Score -2.585683e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 195479 members 
Entering Unmasked Estep 
Score: -25856820.000000 Penalty: 6074.008789
	Iteration 94Q: 3 clusters Score -2.585682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 195522 members 
Entering Unmasked Estep 
Score: -25856806.000000 Penalty: 6074.008789
	Iteration 95Q: 3 clusters Score -2.585681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 195555 members 
Entering Unmasked Estep 
Score: -25856800.000000 Penalty: 6074.008789
	Iteration 96Q: 3 clusters Score -2.58568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 195588 members 
Entering Unmasked Estep 
Score: -25856804.000000 Penalty: 6074.008789
	Iteration 97Q: 3 clusters Score -2.58568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 195626 members 
Entering Unmasked Estep 
Score: -25856776.000000 Penalty: 6074.008789
	Iteration 98Q: 3 clusters Score -2.585678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 195662 members 
Entering Unmasked Estep 
Score: -25856776.000000 Penalty: 6074.008789
	Iteration 99Q: 3 clusters Score -2.585678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 195688 members 
Entering Unmasked Estep 
Score: -25856748.000000 Penalty: 6074.008789
	Iteration 100F: 3 clusters Score -2.585675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 195711 members 
Entering Unmasked Estep 
Score: -25856762.000000 Penalty: 6074.008789
	Iteration 101Q: 3 clusters Score -2.585676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 195722 members 
Entering Unmasked Estep 
Score: -25856754.000000 Penalty: 6074.008789
	Iteration 102Q: 3 clusters Score -2.585675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 195731 members 
Entering Unmasked Estep 
Score: -25856768.000000 Penalty: 6074.008789
	Iteration 103Q: 3 clusters Score -2.585677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 195742 members 
Entering Unmasked Estep 
Score: -25856750.000000 Penalty: 6074.008789
	Iteration 104Q: 3 clusters Score -2.585675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -25856768.000000 Penalty: 6074.008789
	Iteration 105Q: 3 clusters Score -2.585677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -25856760.000000 Penalty: 6074.008789
	Iteration 106Q: 3 clusters Score -2.585676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 195784 members 
Entering Unmasked Estep 
Score: -25856780.000000 Penalty: 6074.008789
	Iteration 107Q: 3 clusters Score -2.585678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 195794 members 
Entering Unmasked Estep 
Score: -25856768.000000 Penalty: 6074.008789
	Iteration 108Q: 3 clusters Score -2.585677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 195803 members 
Entering Unmasked Estep 
Score: -25856768.000000 Penalty: 6074.008789
	Iteration 109Q: 3 clusters Score -2.585677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 195814 members 
Entering Unmasked Estep 
Score: -25856754.000000 Penalty: 6074.008789
	Iteration 110Q: 3 clusters Score -2.585675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 195824 members 
Entering Unmasked Estep 
Score: -25856744.000000 Penalty: 6074.008789
	Iteration 111Q: 3 clusters Score -2.585674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 195829 members 
Entering Unmasked Estep 
Score: -25856742.000000 Penalty: 6074.008789
	Iteration 112Q: 3 clusters Score -2.585674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 195835 members 
Entering Unmasked Estep 
Score: -25856744.000000 Penalty: 6074.008789
	Iteration 113Q: 3 clusters Score -2.585674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 195838 members 
Entering Unmasked Estep 
Score: -25856738.000000 Penalty: 6074.008789
	Iteration 114Q: 3 clusters Score -2.585674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 195844 members 
Entering Unmasked Estep 
Score: -25856742.000000 Penalty: 6074.008789
	Iteration 115Q: 3 clusters Score -2.585674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 195847 members 
Entering Unmasked Estep 
Score: -25856722.000000 Penalty: 6074.008789
	Iteration 116Q: 3 clusters Score -2.585672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 195847 members 
Entering Unmasked Estep 
Score: -25856722.000000 Penalty: 6074.008789
	Iteration 117F: 3 clusters Score -2.585672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 122137 members 
Mstep: Class 10 contains 51792 members 
Mstep: Class 11 contains 12297 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 34633 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 22104 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 11269 members 
Mstep: Class 24 contains 195847 members 
Entering Unmasked Estep 
Score: -124122784.000000 Penalty: 82438.343750
Splitting cluster 11 changes total score from -124093688.000000 to -124122784.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (163371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Entering Unmasked Estep 
Score: -19914064.000000 Penalty: 2976.937256
	Iteration 0F: 2 clusters Score -1.991406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -19805210.000000 Penalty: 5953.874512
	Iteration 0F: 3 clusters Score -1.980521e+07 nChanged 78039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -19850888.000000 Penalty: 5953.874512
	Iteration 1F: 3 clusters Score -1.985089e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -19852140.000000 Penalty: 5953.874512
	Iteration 2Q: 3 clusters Score -1.985214e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -19853938.000000 Penalty: 5953.874512
	Iteration 3Q: 3 clusters Score -1.985394e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -19856658.000000 Penalty: 5953.874512
	Iteration 4Q: 3 clusters Score -1.985666e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -19860604.000000 Penalty: 5953.874512
	Iteration 5Q: 3 clusters Score -1.98606e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -19866624.000000 Penalty: 5953.874512
	Iteration 6F: 3 clusters Score -1.986662e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -19875248.000000 Penalty: 5953.874512
	Iteration 7F: 3 clusters Score -1.987525e+07 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -19885416.000000 Penalty: 5953.874512
	Iteration 8F: 3 clusters Score -1.988542e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 142139 members 
Entering Unmasked Estep 
Score: -19895350.000000 Penalty: 5953.874512
	Iteration 9F: 3 clusters Score -1.989535e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 150823 members 
Entering Unmasked Estep 
Score: -19902732.000000 Penalty: 5953.874512
	Iteration 10F: 3 clusters Score -1.990273e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 156500 members 
Entering Unmasked Estep 
Score: -19907372.000000 Penalty: 5953.874512
	Iteration 11Q: 3 clusters Score -1.990737e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -19909690.000000 Penalty: 5953.874512
	Iteration 12Q: 3 clusters Score -1.990969e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 161173 members 
Entering Unmasked Estep 
Score: -19910872.000000 Penalty: 5953.874512
	Iteration 13Q: 3 clusters Score -1.991087e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 161815 members 
Entering Unmasked Estep 
Score: -19911386.000000 Penalty: 5953.874512
	Iteration 14Q: 3 clusters Score -1.991139e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 162067 members 
Entering Unmasked Estep 
Score: -19911620.000000 Penalty: 5953.874512
	Iteration 15Q: 3 clusters Score -1.991162e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -19911748.000000 Penalty: 5953.874512
	Iteration 16Q: 3 clusters Score -1.991175e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 162249 members 
Entering Unmasked Estep 
Score: -19911796.000000 Penalty: 5953.874512
	Iteration 17Q: 3 clusters Score -1.99118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 162292 members 
Entering Unmasked Estep 
Score: -19911822.000000 Penalty: 5953.874512
	Iteration 18Q: 3 clusters Score -1.991182e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 162308 members 
Entering Unmasked Estep 
Score: -19911898.000000 Penalty: 5953.874512
	Iteration 19Q: 3 clusters Score -1.99119e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 162322 members 
Entering Unmasked Estep 
Score: -19911920.000000 Penalty: 5953.874512
	Iteration 20F: 3 clusters Score -1.991192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 162338 members 
Entering Unmasked Estep 
Score: -19911932.000000 Penalty: 5953.874512
	Iteration 21Q: 3 clusters Score -1.991193e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -19911950.000000 Penalty: 5953.874512
	Iteration 22Q: 3 clusters Score -1.991195e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 162355 members 
Entering Unmasked Estep 
Score: -19911950.000000 Penalty: 5953.874512
	Iteration 23Q: 3 clusters Score -1.991195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -19911966.000000 Penalty: 5953.874512
	Iteration 24Q: 3 clusters Score -1.991197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -19911968.000000 Penalty: 5953.874512
	Iteration 25Q: 3 clusters Score -1.991197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 162355 members 
Entering Unmasked Estep 
Score: -19911962.000000 Penalty: 5953.874512
	Iteration 26Q: 3 clusters Score -1.991196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 162355 members 
Entering Unmasked Estep 
Score: -19911948.000000 Penalty: 5953.874512
	Iteration 27Q: 3 clusters Score -1.991195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -19911952.000000 Penalty: 5953.874512
	Iteration 28Q: 3 clusters Score -1.991195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -19911942.000000 Penalty: 5953.874512
	Iteration 29Q: 3 clusters Score -1.991194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -19911940.000000 Penalty: 5953.874512
	Iteration 30Q: 3 clusters Score -1.991194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -19911946.000000 Penalty: 5953.874512
	Iteration 31Q: 3 clusters Score -1.991195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -19911950.000000 Penalty: 5953.874512
	Iteration 32Q: 3 clusters Score -1.991195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -19911960.000000 Penalty: 5953.874512
	Iteration 33Q: 3 clusters Score -1.991196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 162354 members 
Entering Unmasked Estep 
Score: -19911962.000000 Penalty: 5953.874512
	Iteration 34Q: 3 clusters Score -1.991196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 162358 members 
Entering Unmasked Estep 
Score: -19911966.000000 Penalty: 5953.874512
	Iteration 35Q: 3 clusters Score -1.991197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 162362 members 
Entering Unmasked Estep 
Score: -19911960.000000 Penalty: 5953.874512
	Iteration 36Q: 3 clusters Score -1.991196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 162363 members 
Entering Unmasked Estep 
Score: -19911974.000000 Penalty: 5953.874512
	Iteration 37Q: 3 clusters Score -1.991197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 162364 members 
Entering Unmasked Estep 
Score: -19911974.000000 Penalty: 5953.874512
	Iteration 38Q: 3 clusters Score -1.991197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 162364 members 
Entering Unmasked Estep 
Score: -19911978.000000 Penalty: 5953.874512
	Iteration 39Q: 3 clusters Score -1.991198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 162365 members 
Entering Unmasked Estep 
Score: -19911978.000000 Penalty: 5953.874512
	Iteration 40F: 3 clusters Score -1.991198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Entering Unmasked Estep 
Score: -1048352.312500 Penalty: 2252.968262
	Iteration 0F: 2 clusters Score -1048352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1041487.750000 Penalty: 4505.936523
	Iteration 0F: 3 clusters Score -1041488 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1043501.937500 Penalty: 4505.936523
	Iteration 1F: 3 clusters Score -1043502 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1043863.812500 Penalty: 4505.936523
	Iteration 2F: 3 clusters Score -1043864 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1044174.062500 Penalty: 4505.936523
	Iteration 3F: 3 clusters Score -1044174 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1044586.750000 Penalty: 4505.936523
	Iteration 4F: 3 clusters Score -1044587 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1045108.062500 Penalty: 4505.936523
	Iteration 5F: 3 clusters Score -1045108 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1045867.687500 Penalty: 4505.936523
	Iteration 6F: 3 clusters Score -1045868 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1046816.187500 Penalty: 4505.936523
	Iteration 7F: 3 clusters Score -1046816 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1047654.875000 Penalty: 4505.936523
	Iteration 8F: 3 clusters Score -1047655 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1048204.375000 Penalty: 4505.936523
	Iteration 9F: 3 clusters Score -1048204 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1048479.687500 Penalty: 4505.936523
	Iteration 10Q: 3 clusters Score -1048480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1048655.750000 Penalty: 4505.936523
	Iteration 11Q: 3 clusters Score -1048656 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1048765.000000 Penalty: 4505.936523
	Iteration 12Q: 3 clusters Score -1048765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1048824.125000 Penalty: 4505.936523
	Iteration 13Q: 3 clusters Score -1048824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1048869.000000 Penalty: 4505.936523
	Iteration 14Q: 3 clusters Score -1048869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1048896.750000 Penalty: 4505.936523
	Iteration 15Q: 3 clusters Score -1048897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1048911.000000 Penalty: 4505.936523
	Iteration 16Q: 3 clusters Score -1048911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1048918.875000 Penalty: 4505.936523
	Iteration 17Q: 3 clusters Score -1048919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1048921.125000 Penalty: 4505.936523
	Iteration 18Q: 3 clusters Score -1048921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1048926.375000 Penalty: 4505.936523
	Iteration 19Q: 3 clusters Score -1048926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1048930.125000 Penalty: 4505.936523
	Iteration 20F: 3 clusters Score -1048930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1048934.000000 Penalty: 4505.936523
	Iteration 21Q: 3 clusters Score -1048934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1048948.750000 Penalty: 4505.936523
	Iteration 22Q: 3 clusters Score -1048949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1048968.500000 Penalty: 4505.936523
	Iteration 23Q: 3 clusters Score -1048968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1048994.625000 Penalty: 4505.936523
	Iteration 24Q: 3 clusters Score -1048995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1049013.750000 Penalty: 4505.936523
	Iteration 25Q: 3 clusters Score -1049014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1049024.000000 Penalty: 4505.936523
	Iteration 26Q: 3 clusters Score -1049024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1049030.375000 Penalty: 4505.936523
	Iteration 27Q: 3 clusters Score -1049030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1049036.125000 Penalty: 4505.936523
	Iteration 28Q: 3 clusters Score -1049036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1049040.750000 Penalty: 4505.936523
	Iteration 29Q: 3 clusters Score -1049041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1049044.375000 Penalty: 4505.936523
	Iteration 30Q: 3 clusters Score -1049044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1049045.750000 Penalty: 4505.936523
	Iteration 31Q: 3 clusters Score -1049046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1049044.750000 Penalty: 4505.936523
	Iteration 32Q: 3 clusters Score -1049045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1049045.750000 Penalty: 4505.936523
	Iteration 33Q: 3 clusters Score -1049046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1049045.500000 Penalty: 4505.936523
	Iteration 34Q: 3 clusters Score -1049046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1049049.000000 Penalty: 4505.936523
	Iteration 35Q: 3 clusters Score -1049049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1049049.375000 Penalty: 4505.936523
	Iteration 36Q: 3 clusters Score -1049049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1049051.125000 Penalty: 4505.936523
	Iteration 37Q: 3 clusters Score -1049051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1049051.125000 Penalty: 4505.936523
	Iteration 38Q: 3 clusters Score -1049051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1049051.125000 Penalty: 4505.936523
	Iteration 39F: 3 clusters Score -1049051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 122137 members 
Mstep: Class 10 contains 51792 members 
Mstep: Class 11 contains 12297 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 34633 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 22104 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 11269 members 
Mstep: Class 24 contains 195847 members 
Mstep: Class 25 contains 4629 members 
Entering Unmasked Estep 
Score: -124121928.000000 Penalty: 85873.281250
Splitting cluster 14 changes total score from -124093688.000000 to -124121928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (10111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Entering Unmasked Estep 
Score: -1201385.250000 Penalty: 2286.902100
	Iteration 0F: 2 clusters Score -1201385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1193582.875000 Penalty: 4573.804199
	Iteration 0F: 3 clusters Score -1193583 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1195912.375000 Penalty: 4573.804199
	Iteration 1F: 3 clusters Score -1195912 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1196251.625000 Penalty: 4573.804199
	Iteration 2F: 3 clusters Score -1196252 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1196474.875000 Penalty: 4573.804199
	Iteration 3Q: 3 clusters Score -1196475 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1196719.000000 Penalty: 4573.804199
	Iteration 4Q: 3 clusters Score -1196719 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1196964.375000 Penalty: 4573.804199
	Iteration 5Q: 3 clusters Score -1196964 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1197205.375000 Penalty: 4573.804199
	Iteration 6Q: 3 clusters Score -1197205 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1197438.875000 Penalty: 4573.804199
	Iteration 7Q: 3 clusters Score -1197439 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1197674.875000 Penalty: 4573.804199
	Iteration 8Q: 3 clusters Score -1197675 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1197924.500000 Penalty: 4573.804199
	Iteration 9Q: 3 clusters Score -1197924 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1198155.250000 Penalty: 4573.804199
	Iteration 10Q: 3 clusters Score -1198155 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1198362.375000 Penalty: 4573.804199
	Iteration 11Q: 3 clusters Score -1198362 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1198552.000000 Penalty: 4573.804199
	Iteration 12Q: 3 clusters Score -1198552 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1198709.000000 Penalty: 4573.804199
	Iteration 13Q: 3 clusters Score -1198709 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1198837.250000 Penalty: 4573.804199
	Iteration 14Q: 3 clusters Score -1198837 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1198953.375000 Penalty: 4573.804199
	Iteration 15Q: 3 clusters Score -1198953 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1199047.750000 Penalty: 4573.804199
	Iteration 16Q: 3 clusters Score -1199048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1199123.875000 Penalty: 4573.804199
	Iteration 17Q: 3 clusters Score -1199124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1199177.375000 Penalty: 4573.804199
	Iteration 18Q: 3 clusters Score -1199177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1199232.000000 Penalty: 4573.804199
	Iteration 19Q: 3 clusters Score -1199232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1199281.000000 Penalty: 4573.804199
	Iteration 20F: 3 clusters Score -1199281 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1199335.375000 Penalty: 4573.804199
	Iteration 21Q: 3 clusters Score -1199335 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1199376.750000 Penalty: 4573.804199
	Iteration 22Q: 3 clusters Score -1199377 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1199425.875000 Penalty: 4573.804199
	Iteration 23Q: 3 clusters Score -1199426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1199490.750000 Penalty: 4573.804199
	Iteration 24Q: 3 clusters Score -1199491 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1199555.750000 Penalty: 4573.804199
	Iteration 25Q: 3 clusters Score -1199556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1199635.875000 Penalty: 4573.804199
	Iteration 26Q: 3 clusters Score -1199636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1199713.500000 Penalty: 4573.804199
	Iteration 27Q: 3 clusters Score -1199714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1199849.625000 Penalty: 4573.804199
	Iteration 28Q: 3 clusters Score -1199850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1200040.875000 Penalty: 4573.804199
	Iteration 29Q: 3 clusters Score -1200041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1200326.500000 Penalty: 4573.804199
	Iteration 30Q: 3 clusters Score -1200326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1200628.250000 Penalty: 4573.804199
	Iteration 31Q: 3 clusters Score -1200628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1200870.250000 Penalty: 4573.804199
	Iteration 32Q: 3 clusters Score -1200870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1200950.625000 Penalty: 4573.804199
	Iteration 33Q: 3 clusters Score -1200951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1200983.000000 Penalty: 4573.804199
	Iteration 34Q: 3 clusters Score -1200983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1201004.875000 Penalty: 4573.804199
	Iteration 35Q: 3 clusters Score -1201005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1201037.000000 Penalty: 4573.804199
	Iteration 36Q: 3 clusters Score -1201037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1201057.125000 Penalty: 4573.804199
	Iteration 37Q: 3 clusters Score -1201057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1201063.750000 Penalty: 4573.804199
	Iteration 38Q: 3 clusters Score -1201064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1201070.875000 Penalty: 4573.804199
	Iteration 39Q: 3 clusters Score -1201071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1201076.250000 Penalty: 4573.804199
	Iteration 40F: 3 clusters Score -1201076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1201080.500000 Penalty: 4573.804199
	Iteration 41Q: 3 clusters Score -1201080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1201082.000000 Penalty: 4573.804199
	Iteration 42Q: 3 clusters Score -1201082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1201082.875000 Penalty: 4573.804199
	Iteration 43Q: 3 clusters Score -1201083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1201087.250000 Penalty: 4573.804199
	Iteration 44Q: 3 clusters Score -1201087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1201088.250000 Penalty: 4573.804199
	Iteration 45Q: 3 clusters Score -1201088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1201089.250000 Penalty: 4573.804199
	Iteration 46Q: 3 clusters Score -1201089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1201089.125000 Penalty: 4573.804199
	Iteration 47Q: 3 clusters Score -1201089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1201090.625000 Penalty: 4573.804199
	Iteration 48Q: 3 clusters Score -1201091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1201092.250000 Penalty: 4573.804199
	Iteration 49Q: 3 clusters Score -1201092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1201094.250000 Penalty: 4573.804199
	Iteration 50Q: 3 clusters Score -1201094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1201096.125000 Penalty: 4573.804199
	Iteration 51Q: 3 clusters Score -1201096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1201099.125000 Penalty: 4573.804199
	Iteration 52Q: 3 clusters Score -1201099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1201099.000000 Penalty: 4573.804199
	Iteration 53Q: 3 clusters Score -1201099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1201100.250000 Penalty: 4573.804199
	Iteration 54Q: 3 clusters Score -1201100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1201103.000000 Penalty: 4573.804199
	Iteration 55Q: 3 clusters Score -1201103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1201103.125000 Penalty: 4573.804199
	Iteration 56Q: 3 clusters Score -1201103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1201104.375000 Penalty: 4573.804199
	Iteration 57Q: 3 clusters Score -1201104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1201104.375000 Penalty: 4573.804199
	Iteration 58F: 3 clusters Score -1201104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Entering Unmasked Estep 
Score: -4210422.500000 Penalty: 2592.235352
	Iteration 0F: 2 clusters Score -4210422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4186777.000000 Penalty: 5184.470703
	Iteration 0F: 3 clusters Score -4186777 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4195557.000000 Penalty: 5184.470703
	Iteration 1F: 3 clusters Score -4195557 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4196341.000000 Penalty: 5184.470703
	Iteration 2F: 3 clusters Score -4196341 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4197438.500000 Penalty: 5184.470703
	Iteration 3F: 3 clusters Score -4197438 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4199138.500000 Penalty: 5184.470703
	Iteration 4F: 3 clusters Score -4199138 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4201701.500000 Penalty: 5184.470703
	Iteration 5F: 3 clusters Score -4201702 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4204845.500000 Penalty: 5184.470703
	Iteration 6F: 3 clusters Score -4204846 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4207498.000000 Penalty: 5184.470703
	Iteration 7F: 3 clusters Score -4207498 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4209072.500000 Penalty: 5184.470703
	Iteration 8F: 3 clusters Score -4209072 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -4209741.500000 Penalty: 5184.470703
	Iteration 9Q: 3 clusters Score -4209742 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4210017.000000 Penalty: 5184.470703
	Iteration 10Q: 3 clusters Score -4210017 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -4210155.500000 Penalty: 5184.470703
	Iteration 11Q: 3 clusters Score -4210156 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4210236.000000 Penalty: 5184.470703
	Iteration 12Q: 3 clusters Score -4210236 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4210311.000000 Penalty: 5184.470703
	Iteration 13Q: 3 clusters Score -4210311 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4210400.000000 Penalty: 5184.470703
	Iteration 14Q: 3 clusters Score -4210400 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -4210476.500000 Penalty: 5184.470703
	Iteration 15Q: 3 clusters Score -4210476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4210554.500000 Penalty: 5184.470703
	Iteration 16Q: 3 clusters Score -4210554 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4210654.000000 Penalty: 5184.470703
	Iteration 17Q: 3 clusters Score -4210654 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -4210746.000000 Penalty: 5184.470703
	Iteration 18Q: 3 clusters Score -4210746 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4210854.000000 Penalty: 5184.470703
	Iteration 19Q: 3 clusters Score -4210854 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -4210956.000000 Penalty: 5184.470703
	Iteration 20F: 3 clusters Score -4210956 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -4211065.000000 Penalty: 5184.470703
	Iteration 21Q: 3 clusters Score -4211065 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4211166.500000 Penalty: 5184.470703
	Iteration 22Q: 3 clusters Score -4211166 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4211239.000000 Penalty: 5184.470703
	Iteration 23Q: 3 clusters Score -4211239 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4211319.500000 Penalty: 5184.470703
	Iteration 24Q: 3 clusters Score -4211320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4211383.000000 Penalty: 5184.470703
	Iteration 25Q: 3 clusters Score -4211383 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -4211446.500000 Penalty: 5184.470703
	Iteration 26Q: 3 clusters Score -4211446 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -4211485.500000 Penalty: 5184.470703
	Iteration 27Q: 3 clusters Score -4211486 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -4211537.000000 Penalty: 5184.470703
	Iteration 28Q: 3 clusters Score -4211537 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4211576.500000 Penalty: 5184.470703
	Iteration 29Q: 3 clusters Score -4211576 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4211609.500000 Penalty: 5184.470703
	Iteration 30Q: 3 clusters Score -4211610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4211626.000000 Penalty: 5184.470703
	Iteration 31Q: 3 clusters Score -4211626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4211677.500000 Penalty: 5184.470703
	Iteration 32Q: 3 clusters Score -4211678 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4211699.000000 Penalty: 5184.470703
	Iteration 33Q: 3 clusters Score -4211699 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4211736.000000 Penalty: 5184.470703
	Iteration 34Q: 3 clusters Score -4211736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4211745.000000 Penalty: 5184.470703
	Iteration 35Q: 3 clusters Score -4211745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4211769.000000 Penalty: 5184.470703
	Iteration 36Q: 3 clusters Score -4211769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4211781.000000 Penalty: 5184.470703
	Iteration 37Q: 3 clusters Score -4211781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4211787.500000 Penalty: 5184.470703
	Iteration 38Q: 3 clusters Score -4211788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -4211790.000000 Penalty: 5184.470703
	Iteration 39Q: 3 clusters Score -4211790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4211805.500000 Penalty: 5184.470703
	Iteration 40F: 3 clusters Score -4211806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4211806.500000 Penalty: 5184.470703
	Iteration 41Q: 3 clusters Score -4211806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -4211805.000000 Penalty: 5184.470703
	Iteration 42Q: 3 clusters Score -4211805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -4211813.000000 Penalty: 5184.470703
	Iteration 43Q: 3 clusters Score -4211813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4211823.500000 Penalty: 5184.470703
	Iteration 44Q: 3 clusters Score -4211824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4211822.500000 Penalty: 5184.470703
	Iteration 45Q: 3 clusters Score -4211822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4211823.500000 Penalty: 5184.470703
	Iteration 46Q: 3 clusters Score -4211824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -4211828.500000 Penalty: 5184.470703
	Iteration 47Q: 3 clusters Score -4211828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4211830.500000 Penalty: 5184.470703
	Iteration 48Q: 3 clusters Score -4211830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -4211838.000000 Penalty: 5184.470703
	Iteration 49Q: 3 clusters Score -4211838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4211839.000000 Penalty: 5184.470703
	Iteration 50Q: 3 clusters Score -4211839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4211838.000000 Penalty: 5184.470703
	Iteration 51Q: 3 clusters Score -4211838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4211833.500000 Penalty: 5184.470703
	Iteration 52Q: 3 clusters Score -4211834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -4211832.000000 Penalty: 5184.470703
	Iteration 53Q: 3 clusters Score -4211832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4211832.500000 Penalty: 5184.470703
	Iteration 54Q: 3 clusters Score -4211832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -4211832.000000 Penalty: 5184.470703
	Iteration 55Q: 3 clusters Score -4211832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4211838.000000 Penalty: 5184.470703
	Iteration 56Q: 3 clusters Score -4211838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -4211837.500000 Penalty: 5184.470703
	Iteration 57Q: 3 clusters Score -4211838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -4211836.000000 Penalty: 5184.470703
	Iteration 58Q: 3 clusters Score -4211836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4211834.000000 Penalty: 5184.470703
	Iteration 59Q: 3 clusters Score -4211834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -4211835.500000 Penalty: 5184.470703
	Iteration 60F: 3 clusters Score -4211836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -4211831.000000 Penalty: 5184.470703
	Iteration 61Q: 3 clusters Score -4211831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4211834.500000 Penalty: 5184.470703
	Iteration 62Q: 3 clusters Score -4211834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4211826.500000 Penalty: 5184.470703
	Iteration 63Q: 3 clusters Score -4211826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4211832.000000 Penalty: 5184.470703
	Iteration 64Q: 3 clusters Score -4211832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4211828.500000 Penalty: 5184.470703
	Iteration 65Q: 3 clusters Score -4211828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -4211829.500000 Penalty: 5184.470703
	Iteration 66Q: 3 clusters Score -4211830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4211833.000000 Penalty: 5184.470703
	Iteration 67Q: 3 clusters Score -4211833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4211832.500000 Penalty: 5184.470703
	Iteration 68Q: 3 clusters Score -4211832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4211828.500000 Penalty: 5184.470703
	Iteration 69Q: 3 clusters Score -4211828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4211829.500000 Penalty: 5184.470703
	Iteration 70Q: 3 clusters Score -4211830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4211837.000000 Penalty: 5184.470703
	Iteration 71Q: 3 clusters Score -4211837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4211836.500000 Penalty: 5184.470703
	Iteration 72Q: 3 clusters Score -4211836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4211837.000000 Penalty: 5184.470703
	Iteration 73Q: 3 clusters Score -4211837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4211837.000000 Penalty: 5184.470703
	Iteration 74F: 3 clusters Score -4211837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 122137 members 
Mstep: Class 10 contains 51792 members 
Mstep: Class 11 contains 12297 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 22104 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 11269 members 
Mstep: Class 24 contains 195847 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 26588 members 
Entering Unmasked Estep 
Score: -124122776.000000 Penalty: 89308.210938
Splitting cluster 16 changes total score from -124093688.000000 to -124122776.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (19627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Entering Unmasked Estep 
Score: -2337276.750000 Penalty: 2451.395996
	Iteration 0F: 2 clusters Score -2337277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2323569.250000 Penalty: 4902.791992
	Iteration 0F: 3 clusters Score -2323569 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2328334.000000 Penalty: 4902.791992
	Iteration 1F: 3 clusters Score -2328334 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2329233.500000 Penalty: 4902.791992
	Iteration 2F: 3 clusters Score -2329234 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2330338.250000 Penalty: 4902.791992
	Iteration 3F: 3 clusters Score -2330338 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2331519.000000 Penalty: 4902.791992
	Iteration 4F: 3 clusters Score -2331519 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2332599.250000 Penalty: 4902.791992
	Iteration 5F: 3 clusters Score -2332599 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2333392.750000 Penalty: 4902.791992
	Iteration 6F: 3 clusters Score -2333393 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2333920.750000 Penalty: 4902.791992
	Iteration 7Q: 3 clusters Score -2333921 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2334305.500000 Penalty: 4902.791992
	Iteration 8Q: 3 clusters Score -2334306 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2334607.500000 Penalty: 4902.791992
	Iteration 9Q: 3 clusters Score -2334608 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2334829.750000 Penalty: 4902.791992
	Iteration 10Q: 3 clusters Score -2334830 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2334988.250000 Penalty: 4902.791992
	Iteration 11Q: 3 clusters Score -2334988 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2335090.000000 Penalty: 4902.791992
	Iteration 12Q: 3 clusters Score -2335090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2335174.000000 Penalty: 4902.791992
	Iteration 13Q: 3 clusters Score -2335174 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2335227.750000 Penalty: 4902.791992
	Iteration 14Q: 3 clusters Score -2335228 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2335264.000000 Penalty: 4902.791992
	Iteration 15Q: 3 clusters Score -2335264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2335308.500000 Penalty: 4902.791992
	Iteration 16Q: 3 clusters Score -2335308 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2335334.000000 Penalty: 4902.791992
	Iteration 17Q: 3 clusters Score -2335334 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2335373.000000 Penalty: 4902.791992
	Iteration 18Q: 3 clusters Score -2335373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2335416.500000 Penalty: 4902.791992
	Iteration 19Q: 3 clusters Score -2335416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2335447.250000 Penalty: 4902.791992
	Iteration 20F: 3 clusters Score -2335447 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2335482.500000 Penalty: 4902.791992
	Iteration 21Q: 3 clusters Score -2335482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2335509.000000 Penalty: 4902.791992
	Iteration 22Q: 3 clusters Score -2335509 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2335531.750000 Penalty: 4902.791992
	Iteration 23Q: 3 clusters Score -2335532 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2335565.250000 Penalty: 4902.791992
	Iteration 24Q: 3 clusters Score -2335565 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2335586.500000 Penalty: 4902.791992
	Iteration 25Q: 3 clusters Score -2335586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2335623.500000 Penalty: 4902.791992
	Iteration 26Q: 3 clusters Score -2335624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2335666.500000 Penalty: 4902.791992
	Iteration 27Q: 3 clusters Score -2335666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2335689.750000 Penalty: 4902.791992
	Iteration 28Q: 3 clusters Score -2335690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2335735.750000 Penalty: 4902.791992
	Iteration 29Q: 3 clusters Score -2335736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2335775.250000 Penalty: 4902.791992
	Iteration 30Q: 3 clusters Score -2335775 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2335823.000000 Penalty: 4902.791992
	Iteration 31Q: 3 clusters Score -2335823 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2335872.750000 Penalty: 4902.791992
	Iteration 32Q: 3 clusters Score -2335873 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2335916.000000 Penalty: 4902.791992
	Iteration 33Q: 3 clusters Score -2335916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2335974.750000 Penalty: 4902.791992
	Iteration 34Q: 3 clusters Score -2335975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2336010.250000 Penalty: 4902.791992
	Iteration 35Q: 3 clusters Score -2336010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2336030.500000 Penalty: 4902.791992
	Iteration 36Q: 3 clusters Score -2336030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2336044.250000 Penalty: 4902.791992
	Iteration 37Q: 3 clusters Score -2336044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2336068.250000 Penalty: 4902.791992
	Iteration 38Q: 3 clusters Score -2336068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2336073.250000 Penalty: 4902.791992
	Iteration 39Q: 3 clusters Score -2336073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2336085.000000 Penalty: 4902.791992
	Iteration 40F: 3 clusters Score -2336085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2336097.250000 Penalty: 4902.791992
	Iteration 41Q: 3 clusters Score -2336097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2336099.500000 Penalty: 4902.791992
	Iteration 42Q: 3 clusters Score -2336100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2336105.500000 Penalty: 4902.791992
	Iteration 43Q: 3 clusters Score -2336106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2336107.750000 Penalty: 4902.791992
	Iteration 44Q: 3 clusters Score -2336108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2336113.500000 Penalty: 4902.791992
	Iteration 45Q: 3 clusters Score -2336114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2336110.250000 Penalty: 4902.791992
	Iteration 46Q: 3 clusters Score -2336110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2336110.750000 Penalty: 4902.791992
	Iteration 47Q: 3 clusters Score -2336111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2336111.250000 Penalty: 4902.791992
	Iteration 48Q: 3 clusters Score -2336111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2336115.000000 Penalty: 4902.791992
	Iteration 49Q: 3 clusters Score -2336115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2336120.000000 Penalty: 4902.791992
	Iteration 50Q: 3 clusters Score -2336120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2336120.250000 Penalty: 4902.791992
	Iteration 51Q: 3 clusters Score -2336120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2336127.000000 Penalty: 4902.791992
	Iteration 52Q: 3 clusters Score -2336127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2336130.500000 Penalty: 4902.791992
	Iteration 53Q: 3 clusters Score -2336130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2336131.750000 Penalty: 4902.791992
	Iteration 54Q: 3 clusters Score -2336132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2336132.000000 Penalty: 4902.791992
	Iteration 55Q: 3 clusters Score -2336132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2336132.000000 Penalty: 4902.791992
	Iteration 56F: 3 clusters Score -2336132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -483759.562500 Penalty: 2074.397949
	Iteration 0F: 2 clusters Score -483759.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -479773.875000 Penalty: 4148.795898
	Iteration 0F: 3 clusters Score -479773.9 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -481073.218750 Penalty: 4148.795898
	Iteration 1F: 3 clusters Score -481073.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -481540.406250 Penalty: 4148.795898
	Iteration 2F: 3 clusters Score -481540.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -481978.125000 Penalty: 4148.795898
	Iteration 3F: 3 clusters Score -481978.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -482390.281250 Penalty: 4148.795898
	Iteration 4F: 3 clusters Score -482390.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -482792.687500 Penalty: 4148.795898
	Iteration 5F: 3 clusters Score -482792.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -483118.031250 Penalty: 4148.795898
	Iteration 6F: 3 clusters Score -483118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -483373.500000 Penalty: 4148.795898
	Iteration 7Q: 3 clusters Score -483373.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -483539.250000 Penalty: 4148.795898
	Iteration 8Q: 3 clusters Score -483539.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -483605.312500 Penalty: 4148.795898
	Iteration 9Q: 3 clusters Score -483605.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -483631.156250 Penalty: 4148.795898
	Iteration 10Q: 3 clusters Score -483631.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -483650.531250 Penalty: 4148.795898
	Iteration 11Q: 3 clusters Score -483650.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -483662.500000 Penalty: 4148.795898
	Iteration 12Q: 3 clusters Score -483662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -483667.500000 Penalty: 4148.795898
	Iteration 13Q: 3 clusters Score -483667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -483672.000000 Penalty: 4148.795898
	Iteration 14Q: 3 clusters Score -483672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -483674.968750 Penalty: 4148.795898
	Iteration 15Q: 3 clusters Score -483675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -483675.562500 Penalty: 4148.795898
	Iteration 16Q: 3 clusters Score -483675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -483678.718750 Penalty: 4148.795898
	Iteration 17Q: 3 clusters Score -483678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -483678.875000 Penalty: 4148.795898
	Iteration 18Q: 3 clusters Score -483678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -483678.875000 Penalty: 4148.795898
	Iteration 19F: 3 clusters Score -483678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Entering Unmasked Estep 
Score: -2684946.500000 Penalty: 2480.871582
	Iteration 0F: 2 clusters Score -2684946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2669566.250000 Penalty: 4961.743164
	Iteration 0F: 3 clusters Score -2669566 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2674938.250000 Penalty: 4961.743164
	Iteration 1F: 3 clusters Score -2674938 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2675489.250000 Penalty: 4961.743164
	Iteration 2F: 3 clusters Score -2675489 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2676088.250000 Penalty: 4961.743164
	Iteration 3F: 3 clusters Score -2676088 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2677097.000000 Penalty: 4961.743164
	Iteration 4F: 3 clusters Score -2677097 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2678716.250000 Penalty: 4961.743164
	Iteration 5F: 3 clusters Score -2678716 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2680891.500000 Penalty: 4961.743164
	Iteration 6F: 3 clusters Score -2680892 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2682735.250000 Penalty: 4961.743164
	Iteration 7F: 3 clusters Score -2682735 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2683986.250000 Penalty: 4961.743164
	Iteration 8F: 3 clusters Score -2683986 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2684704.500000 Penalty: 4961.743164
	Iteration 9Q: 3 clusters Score -2684704 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2685010.500000 Penalty: 4961.743164
	Iteration 10Q: 3 clusters Score -2685010 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2685133.250000 Penalty: 4961.743164
	Iteration 11Q: 3 clusters Score -2685133 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2685183.000000 Penalty: 4961.743164
	Iteration 12Q: 3 clusters Score -2685183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2685222.000000 Penalty: 4961.743164
	Iteration 13Q: 3 clusters Score -2685222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2685252.000000 Penalty: 4961.743164
	Iteration 14Q: 3 clusters Score -2685252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2685285.750000 Penalty: 4961.743164
	Iteration 15Q: 3 clusters Score -2685286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2685299.500000 Penalty: 4961.743164
	Iteration 16Q: 3 clusters Score -2685300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2685318.000000 Penalty: 4961.743164
	Iteration 17Q: 3 clusters Score -2685318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2685313.000000 Penalty: 4961.743164
	Iteration 18Q: 3 clusters Score -2685313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2685311.250000 Penalty: 4961.743164
	Iteration 19Q: 3 clusters Score -2685311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2685316.250000 Penalty: 4961.743164
	Iteration 20F: 3 clusters Score -2685316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2685324.250000 Penalty: 4961.743164
	Iteration 21Q: 3 clusters Score -2685324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2685324.750000 Penalty: 4961.743164
	Iteration 22Q: 3 clusters Score -2685325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2685322.500000 Penalty: 4961.743164
	Iteration 23Q: 3 clusters Score -2685322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2685320.000000 Penalty: 4961.743164
	Iteration 24Q: 3 clusters Score -2685320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2685321.000000 Penalty: 4961.743164
	Iteration 25Q: 3 clusters Score -2685321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2685323.000000 Penalty: 4961.743164
	Iteration 26Q: 3 clusters Score -2685323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2685319.750000 Penalty: 4961.743164
	Iteration 27Q: 3 clusters Score -2685320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2685319.750000 Penalty: 4961.743164
	Iteration 28Q: 3 clusters Score -2685320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2685322.750000 Penalty: 4961.743164
	Iteration 29Q: 3 clusters Score -2685323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2685326.000000 Penalty: 4961.743164
	Iteration 30Q: 3 clusters Score -2685326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2685324.750000 Penalty: 4961.743164
	Iteration 31Q: 3 clusters Score -2685325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2685326.250000 Penalty: 4961.743164
	Iteration 32Q: 3 clusters Score -2685326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2685327.750000 Penalty: 4961.743164
	Iteration 33Q: 3 clusters Score -2685328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2685327.250000 Penalty: 4961.743164
	Iteration 34Q: 3 clusters Score -2685327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2685327.500000 Penalty: 4961.743164
	Iteration 35Q: 3 clusters Score -2685328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2685330.000000 Penalty: 4961.743164
	Iteration 36Q: 3 clusters Score -2685330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2685329.250000 Penalty: 4961.743164
	Iteration 37Q: 3 clusters Score -2685329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2685332.250000 Penalty: 4961.743164
	Iteration 38Q: 3 clusters Score -2685332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2685328.750000 Penalty: 4961.743164
	Iteration 39Q: 3 clusters Score -2685329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2685326.500000 Penalty: 4961.743164
	Iteration 40F: 3 clusters Score -2685326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2685331.000000 Penalty: 4961.743164
	Iteration 41Q: 3 clusters Score -2685331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2685330.500000 Penalty: 4961.743164
	Iteration 42Q: 3 clusters Score -2685330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2685331.500000 Penalty: 4961.743164
	Iteration 43Q: 3 clusters Score -2685332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2685335.000000 Penalty: 4961.743164
	Iteration 44Q: 3 clusters Score -2685335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2685331.000000 Penalty: 4961.743164
	Iteration 45Q: 3 clusters Score -2685331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2685327.500000 Penalty: 4961.743164
	Iteration 46Q: 3 clusters Score -2685328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2685327.500000 Penalty: 4961.743164
	Iteration 47F: 3 clusters Score -2685328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 122137 members 
Mstep: Class 10 contains 51792 members 
Mstep: Class 11 contains 12297 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 11269 members 
Mstep: Class 24 contains 195847 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 26588 members 
Mstep: Class 27 contains 18964 members 
Entering Unmasked Estep 
Score: -124123008.000000 Penalty: 92743.140625
Splitting cluster 19 changes total score from -124093688.000000 to -124123008.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -844854.062500 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -844854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -839411.812500 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -839411.8 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -840828.250000 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -840828.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -841050.312500 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -841050.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -841184.625000 Penalty: 4357.020508
	Iteration 3Q: 3 clusters Score -841184.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -841283.125000 Penalty: 4357.020508
	Iteration 4Q: 3 clusters Score -841283.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -841355.875000 Penalty: 4357.020508
	Iteration 5Q: 3 clusters Score -841355.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -841403.812500 Penalty: 4357.020508
	Iteration 6Q: 3 clusters Score -841403.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -841442.437500 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -841442.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -841474.875000 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -841474.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -841510.375000 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -841510.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -841539.312500 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -841539.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -841564.437500 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -841564.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -841583.062500 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -841583.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -841605.750000 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -841605.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -841628.250000 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -841628.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -841652.500000 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -841652.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -841679.312500 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -841679.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -841705.562500 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -841705.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -841742.187500 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -841742.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -841777.250000 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -841777.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -841811.750000 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -841811.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -841845.437500 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -841845.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -841888.000000 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -841888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -841936.062500 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -841936.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -841979.750000 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -841979.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -842032.875000 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -842032.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -842083.812500 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -842083.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -842140.375000 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -842140.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -842221.500000 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -842221.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -842294.875000 Penalty: 4357.020508
	Iteration 29Q: 3 clusters Score -842294.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -842356.437500 Penalty: 4357.020508
	Iteration 30Q: 3 clusters Score -842356.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -842411.312500 Penalty: 4357.020508
	Iteration 31Q: 3 clusters Score -842411.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -842479.500000 Penalty: 4357.020508
	Iteration 32Q: 3 clusters Score -842479.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -842539.750000 Penalty: 4357.020508
	Iteration 33Q: 3 clusters Score -842539.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -842598.937500 Penalty: 4357.020508
	Iteration 34Q: 3 clusters Score -842598.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -842651.812500 Penalty: 4357.020508
	Iteration 35Q: 3 clusters Score -842651.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -842689.250000 Penalty: 4357.020508
	Iteration 36Q: 3 clusters Score -842689.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -842712.625000 Penalty: 4357.020508
	Iteration 37Q: 3 clusters Score -842712.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -842737.062500 Penalty: 4357.020508
	Iteration 38Q: 3 clusters Score -842737.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -842769.562500 Penalty: 4357.020508
	Iteration 39Q: 3 clusters Score -842769.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -842795.625000 Penalty: 4357.020508
	Iteration 40F: 3 clusters Score -842795.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -842812.687500 Penalty: 4357.020508
	Iteration 41Q: 3 clusters Score -842812.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -842828.562500 Penalty: 4357.020508
	Iteration 42Q: 3 clusters Score -842828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -842838.062500 Penalty: 4357.020508
	Iteration 43Q: 3 clusters Score -842838.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -842848.500000 Penalty: 4357.020508
	Iteration 44Q: 3 clusters Score -842848.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -842857.125000 Penalty: 4357.020508
	Iteration 45Q: 3 clusters Score -842857.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -842867.625000 Penalty: 4357.020508
	Iteration 46Q: 3 clusters Score -842867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -842873.312500 Penalty: 4357.020508
	Iteration 47Q: 3 clusters Score -842873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -842876.875000 Penalty: 4357.020508
	Iteration 48Q: 3 clusters Score -842876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -842880.437500 Penalty: 4357.020508
	Iteration 49Q: 3 clusters Score -842880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -842881.250000 Penalty: 4357.020508
	Iteration 50Q: 3 clusters Score -842881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -842881.750000 Penalty: 4357.020508
	Iteration 51Q: 3 clusters Score -842881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -842883.937500 Penalty: 4357.020508
	Iteration 52Q: 3 clusters Score -842883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -842886.062500 Penalty: 4357.020508
	Iteration 53Q: 3 clusters Score -842886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -842891.875000 Penalty: 4357.020508
	Iteration 54Q: 3 clusters Score -842891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -842900.875000 Penalty: 4357.020508
	Iteration 55Q: 3 clusters Score -842900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -842913.000000 Penalty: 4357.020508
	Iteration 56Q: 3 clusters Score -842913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -842919.875000 Penalty: 4357.020508
	Iteration 57Q: 3 clusters Score -842919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -842923.250000 Penalty: 4357.020508
	Iteration 58Q: 3 clusters Score -842923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -842927.875000 Penalty: 4357.020508
	Iteration 59Q: 3 clusters Score -842927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -842931.750000 Penalty: 4357.020508
	Iteration 60F: 3 clusters Score -842931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -842937.250000 Penalty: 4357.020508
	Iteration 61Q: 3 clusters Score -842937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -842940.625000 Penalty: 4357.020508
	Iteration 62Q: 3 clusters Score -842940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -842943.500000 Penalty: 4357.020508
	Iteration 63Q: 3 clusters Score -842943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -842946.937500 Penalty: 4357.020508
	Iteration 64Q: 3 clusters Score -842946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -842949.500000 Penalty: 4357.020508
	Iteration 65Q: 3 clusters Score -842949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -842949.937500 Penalty: 4357.020508
	Iteration 66Q: 3 clusters Score -842949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -842952.187500 Penalty: 4357.020508
	Iteration 67Q: 3 clusters Score -842952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -842952.187500 Penalty: 4357.020508
	Iteration 68F: 3 clusters Score -842952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 219424 members 
Mstep: Class 5 contains 28361 members 
Mstep: Class 6 contains 25616 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 122137 members 
Mstep: Class 10 contains 51792 members 
Mstep: Class 11 contains 12297 members 
Mstep: Class 12 contains 163371 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124130864.000000 Penalty: 92743.140625
Iteration 39Q: 28 clusters Score -1.241309e+08 nChanged 18707
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12401 members 
Mstep: Class 3 contains 43332 members 
Mstep: Class 4 contains 220847 members 
Mstep: Class 5 contains 28609 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 8860 members 
Mstep: Class 8 contains 15406 members 
Mstep: Class 9 contains 122706 members 
Mstep: Class 10 contains 52748 members 
Mstep: Class 11 contains 12891 members 
Mstep: Class 12 contains 164220 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4413 members 
Mstep: Class 15 contains 10149 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 19576 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 8543 members 
Mstep: Class 22 contains 7115 members 
Mstep: Class 23 contains 10701 members 
Mstep: Class 24 contains 192624 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 25995 members 
Mstep: Class 27 contains 18777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124139984.000000 Penalty: 92743.140625
Iteration 40F: 28 clusters Score -1.2414e+08 nChanged 16249
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11580 members 
Mstep: Class 3 contains 43284 members 
Mstep: Class 4 contains 220746 members 
Mstep: Class 5 contains 28699 members 
Mstep: Class 6 contains 25355 members 
Mstep: Class 7 contains 8766 members 
Mstep: Class 8 contains 14892 members 
Mstep: Class 9 contains 122056 members 
Mstep: Class 10 contains 52343 members 
Mstep: Class 11 contains 13266 members 
Mstep: Class 12 contains 164418 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 4525 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 19254 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 9339 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 10515 members 
Mstep: Class 24 contains 192349 members 
Mstep: Class 25 contains 4559 members 
Mstep: Class 26 contains 27288 members 
Mstep: Class 27 contains 18764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124145448.000000 Penalty: 92743.140625
Iteration 41Q: 28 clusters Score -1.241454e+08 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 43297 members 
Mstep: Class 4 contains 220857 members 
Mstep: Class 5 contains 28863 members 
Mstep: Class 6 contains 24849 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 14546 members 
Mstep: Class 9 contains 121433 members 
Mstep: Class 10 contains 51999 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 164623 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 9985 members 
Mstep: Class 16 contains 9556 members 
Mstep: Class 17 contains 19012 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 19 contains 3672 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 9757 members 
Mstep: Class 22 contains 8029 members 
Mstep: Class 23 contains 10372 members 
Mstep: Class 24 contains 192096 members 
Mstep: Class 25 contains 4715 members 
Mstep: Class 26 contains 28462 members 
Mstep: Class 27 contains 18811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124149960.000000 Penalty: 92743.140625
Iteration 42Q: 28 clusters Score -1.2415e+08 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 43354 members 
Mstep: Class 4 contains 220839 members 
Mstep: Class 5 contains 29167 members 
Mstep: Class 6 contains 24398 members 
Mstep: Class 7 contains 8571 members 
Mstep: Class 8 contains 14301 members 
Mstep: Class 9 contains 120924 members 
Mstep: Class 10 contains 51701 members 
Mstep: Class 11 contains 13988 members 
Mstep: Class 12 contains 164764 members 
Mstep: Class 13 contains 598 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 9926 members 
Mstep: Class 16 contains 10018 members 
Mstep: Class 17 contains 18791 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 6110 members 
Mstep: Class 21 contains 10082 members 
Mstep: Class 22 contains 8327 members 
Mstep: Class 23 contains 10272 members 
Mstep: Class 24 contains 191898 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 29497 members 
Mstep: Class 27 contains 18848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124153624.000000 Penalty: 92743.140625
Iteration 43Q: 28 clusters Score -1.241536e+08 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9007 members 
Mstep: Class 3 contains 43427 members 
Mstep: Class 4 contains 220673 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 23965 members 
Mstep: Class 7 contains 8497 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 120284 members 
Mstep: Class 10 contains 51547 members 
Mstep: Class 11 contains 14317 members 
Mstep: Class 12 contains 164906 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 18611 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 3783 members 
Mstep: Class 20 contains 6023 members 
Mstep: Class 21 contains 10350 members 
Mstep: Class 22 contains 8564 members 
Mstep: Class 23 contains 10176 members 
Mstep: Class 24 contains 191908 members 
Mstep: Class 25 contains 4873 members 
Mstep: Class 26 contains 30355 members 
Mstep: Class 27 contains 18878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124156448.000000 Penalty: 92743.140625
Iteration 44Q: 28 clusters Score -1.241564e+08 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 43490 members 
Mstep: Class 4 contains 220307 members 
Mstep: Class 5 contains 29836 members 
Mstep: Class 6 contains 23611 members 
Mstep: Class 7 contains 8408 members 
Mstep: Class 8 contains 13892 members 
Mstep: Class 9 contains 119724 members 
Mstep: Class 10 contains 51638 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 165007 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 9861 members 
Mstep: Class 16 contains 10975 members 
Mstep: Class 17 contains 18458 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 3828 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 10543 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 10097 members 
Mstep: Class 24 contains 192083 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 30923 members 
Mstep: Class 27 contains 18885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124157336.000000 Penalty: 92743.140625
Iteration 45Q: 28 clusters Score -1.241573e+08 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 219813 members 
Mstep: Class 5 contains 29993 members 
Mstep: Class 6 contains 23323 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 13697 members 
Mstep: Class 9 contains 119248 members 
Mstep: Class 10 contains 51895 members 
Mstep: Class 11 contains 14920 members 
Mstep: Class 12 contains 165120 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 16 contains 11439 members 
Mstep: Class 17 contains 18324 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 5859 members 
Mstep: Class 21 contains 10695 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 10053 members 
Mstep: Class 24 contains 192376 members 
Mstep: Class 25 contains 4942 members 
Mstep: Class 26 contains 31224 members 
Mstep: Class 27 contains 18895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124157968.000000 Penalty: 92743.140625
Iteration 46Q: 28 clusters Score -1.24158e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7405 members 
Mstep: Class 3 contains 43566 members 
Mstep: Class 4 contains 219192 members 
Mstep: Class 5 contains 30061 members 
Mstep: Class 6 contains 23051 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 118819 members 
Mstep: Class 10 contains 52186 members 
Mstep: Class 11 contains 15212 members 
Mstep: Class 12 contains 165231 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 16 contains 11832 members 
Mstep: Class 17 contains 18226 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 5777 members 
Mstep: Class 21 contains 10811 members 
Mstep: Class 22 contains 9171 members 
Mstep: Class 23 contains 10020 members 
Mstep: Class 24 contains 192813 members 
Mstep: Class 25 contains 4968 members 
Mstep: Class 26 contains 31439 members 
Mstep: Class 27 contains 18904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124158384.000000 Penalty: 92743.140625
Iteration 47Q: 28 clusters Score -1.241584e+08 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 43617 members 
Mstep: Class 4 contains 218427 members 
Mstep: Class 5 contains 30082 members 
Mstep: Class 6 contains 22816 members 
Mstep: Class 7 contains 8272 members 
Mstep: Class 8 contains 13355 members 
Mstep: Class 9 contains 118460 members 
Mstep: Class 10 contains 52427 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 165316 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 16 contains 12183 members 
Mstep: Class 17 contains 18127 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 5684 members 
Mstep: Class 21 contains 10871 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 10003 members 
Mstep: Class 24 contains 193412 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 31597 members 
Mstep: Class 27 contains 18926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124158832.000000 Penalty: 92743.140625
Iteration 48Q: 28 clusters Score -1.241588e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6861 members 
Mstep: Class 3 contains 43674 members 
Mstep: Class 4 contains 217655 members 
Mstep: Class 5 contains 30061 members 
Mstep: Class 6 contains 22579 members 
Mstep: Class 7 contains 8239 members 
Mstep: Class 8 contains 13182 members 
Mstep: Class 9 contains 118120 members 
Mstep: Class 10 contains 52652 members 
Mstep: Class 11 contains 15781 members 
Mstep: Class 12 contains 165383 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 18053 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 10913 members 
Mstep: Class 22 contains 9540 members 
Mstep: Class 23 contains 9990 members 
Mstep: Class 24 contains 194091 members 
Mstep: Class 25 contains 5004 members 
Mstep: Class 26 contains 31699 members 
Mstep: Class 27 contains 18948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124159496.000000 Penalty: 92743.140625
Iteration 49Q: 28 clusters Score -1.241595e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6647 members 
Mstep: Class 3 contains 43723 members 
Mstep: Class 4 contains 216820 members 
Mstep: Class 5 contains 30028 members 
Mstep: Class 6 contains 22361 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 8 contains 13072 members 
Mstep: Class 9 contains 117843 members 
Mstep: Class 10 contains 52856 members 
Mstep: Class 11 contains 16044 members 
Mstep: Class 12 contains 165424 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 16 contains 12742 members 
Mstep: Class 17 contains 17982 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 5490 members 
Mstep: Class 21 contains 10953 members 
Mstep: Class 22 contains 9728 members 
Mstep: Class 23 contains 9984 members 
Mstep: Class 24 contains 194828 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 31786 members 
Mstep: Class 27 contains 18968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124160464.000000 Penalty: 92743.140625
Iteration 50Q: 28 clusters Score -1.241605e+08 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 43822 members 
Mstep: Class 4 contains 215922 members 
Mstep: Class 5 contains 29986 members 
Mstep: Class 6 contains 22162 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 12987 members 
Mstep: Class 9 contains 117611 members 
Mstep: Class 10 contains 53042 members 
Mstep: Class 11 contains 16286 members 
Mstep: Class 12 contains 165453 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 16 contains 12943 members 
Mstep: Class 17 contains 17934 members 
Mstep: Class 18 contains 3730 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 10994 members 
Mstep: Class 22 contains 9908 members 
Mstep: Class 23 contains 9981 members 
Mstep: Class 24 contains 195590 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 31826 members 
Mstep: Class 27 contains 18978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124160760.000000 Penalty: 92743.140625
Iteration 51Q: 28 clusters Score -1.241608e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 214956 members 
Mstep: Class 5 contains 29961 members 
Mstep: Class 6 contains 21999 members 
Mstep: Class 7 contains 8109 members 
Mstep: Class 8 contains 12920 members 
Mstep: Class 9 contains 117370 members 
Mstep: Class 10 contains 53203 members 
Mstep: Class 11 contains 16540 members 
Mstep: Class 12 contains 165480 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 17882 members 
Mstep: Class 18 contains 3722 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 11016 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 9978 members 
Mstep: Class 24 contains 196397 members 
Mstep: Class 25 contains 5052 members 
Mstep: Class 26 contains 31865 members 
Mstep: Class 27 contains 18984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124160800.000000 Penalty: 92743.140625
Iteration 52Q: 28 clusters Score -1.241608e+08 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 43975 members 
Mstep: Class 4 contains 214066 members 
Mstep: Class 5 contains 29941 members 
Mstep: Class 6 contains 21829 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 12858 members 
Mstep: Class 9 contains 117141 members 
Mstep: Class 10 contains 53346 members 
Mstep: Class 11 contains 16807 members 
Mstep: Class 12 contains 165482 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 9855 members 
Mstep: Class 16 contains 13286 members 
Mstep: Class 17 contains 17852 members 
Mstep: Class 18 contains 3708 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 5304 members 
Mstep: Class 21 contains 11058 members 
Mstep: Class 22 contains 10230 members 
Mstep: Class 23 contains 9977 members 
Mstep: Class 24 contains 197133 members 
Mstep: Class 25 contains 5063 members 
Mstep: Class 26 contains 31891 members 
Mstep: Class 27 contains 18990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124161320.000000 Penalty: 92743.140625
Iteration 53Q: 28 clusters Score -1.241613e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6044 members 
Mstep: Class 3 contains 44035 members 
Mstep: Class 4 contains 213150 members 
Mstep: Class 5 contains 29915 members 
Mstep: Class 6 contains 21679 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 116952 members 
Mstep: Class 10 contains 53484 members 
Mstep: Class 11 contains 17101 members 
Mstep: Class 12 contains 165488 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 9857 members 
Mstep: Class 16 contains 13448 members 
Mstep: Class 17 contains 17847 members 
Mstep: Class 18 contains 3709 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 5236 members 
Mstep: Class 21 contains 11094 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 197828 members 
Mstep: Class 25 contains 5083 members 
Mstep: Class 26 contains 31901 members 
Mstep: Class 27 contains 18993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124161872.000000 Penalty: 92743.140625
Iteration 54Q: 28 clusters Score -1.241619e+08 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 44102 members 
Mstep: Class 4 contains 212326 members 
Mstep: Class 5 contains 29901 members 
Mstep: Class 6 contains 21555 members 
Mstep: Class 7 contains 7986 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 116726 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 17399 members 
Mstep: Class 12 contains 165500 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 17817 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 5177 members 
Mstep: Class 21 contains 11139 members 
Mstep: Class 22 contains 10467 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 198460 members 
Mstep: Class 25 contains 5104 members 
Mstep: Class 26 contains 31916 members 
Mstep: Class 27 contains 19000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124162352.000000 Penalty: 92743.140625
Iteration 55Q: 28 clusters Score -1.241624e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5871 members 
Mstep: Class 3 contains 44170 members 
Mstep: Class 4 contains 211553 members 
Mstep: Class 5 contains 29882 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 12683 members 
Mstep: Class 9 contains 116483 members 
Mstep: Class 10 contains 53663 members 
Mstep: Class 11 contains 17703 members 
Mstep: Class 12 contains 165508 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 17795 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 5122 members 
Mstep: Class 21 contains 11197 members 
Mstep: Class 22 contains 10572 members 
Mstep: Class 23 contains 9971 members 
Mstep: Class 24 contains 199057 members 
Mstep: Class 25 contains 5120 members 
Mstep: Class 26 contains 31939 members 
Mstep: Class 27 contains 19017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124162848.000000 Penalty: 92743.140625
Iteration 56Q: 28 clusters Score -1.241628e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5822 members 
Mstep: Class 3 contains 44215 members 
Mstep: Class 4 contains 210826 members 
Mstep: Class 5 contains 29872 members 
Mstep: Class 6 contains 21304 members 
Mstep: Class 7 contains 7916 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 116258 members 
Mstep: Class 10 contains 53719 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 165509 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 9918 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 17773 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 4064 members 
Mstep: Class 20 contains 5074 members 
Mstep: Class 21 contains 11233 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 9969 members 
Mstep: Class 24 contains 199653 members 
Mstep: Class 25 contains 5132 members 
Mstep: Class 26 contains 31963 members 
Mstep: Class 27 contains 19026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124163088.000000 Penalty: 92743.140625
Iteration 57Q: 28 clusters Score -1.241631e+08 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5776 members 
Mstep: Class 3 contains 44265 members 
Mstep: Class 4 contains 210095 members 
Mstep: Class 5 contains 29868 members 
Mstep: Class 6 contains 21180 members 
Mstep: Class 7 contains 7873 members 
Mstep: Class 8 contains 12582 members 
Mstep: Class 9 contains 116049 members 
Mstep: Class 10 contains 53773 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 165520 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4758 members 
Mstep: Class 15 contains 9947 members 
Mstep: Class 16 contains 13902 members 
Mstep: Class 17 contains 17767 members 
Mstep: Class 18 contains 3659 members 
Mstep: Class 19 contains 4066 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 11292 members 
Mstep: Class 22 contains 10721 members 
Mstep: Class 23 contains 9966 members 
Mstep: Class 24 contains 200193 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 31981 members 
Mstep: Class 27 contains 19036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124163464.000000 Penalty: 92743.140625
Iteration 58Q: 28 clusters Score -1.241635e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 44301 members 
Mstep: Class 4 contains 209465 members 
Mstep: Class 5 contains 29858 members 
Mstep: Class 6 contains 21070 members 
Mstep: Class 7 contains 7843 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 115791 members 
Mstep: Class 10 contains 53814 members 
Mstep: Class 11 contains 18656 members 
Mstep: Class 12 contains 165543 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4758 members 
Mstep: Class 15 contains 9976 members 
Mstep: Class 16 contains 13977 members 
Mstep: Class 17 contains 17752 members 
Mstep: Class 18 contains 3641 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 11343 members 
Mstep: Class 22 contains 10793 members 
Mstep: Class 23 contains 9967 members 
Mstep: Class 24 contains 200692 members 
Mstep: Class 25 contains 5153 members 
Mstep: Class 26 contains 31997 members 
Mstep: Class 27 contains 19044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124163936.000000 Penalty: 92743.140625
Iteration 59Q: 28 clusters Score -1.241639e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 44352 members 
Mstep: Class 4 contains 208972 members 
Mstep: Class 5 contains 29850 members 
Mstep: Class 6 contains 20983 members 
Mstep: Class 7 contains 7798 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 115502 members 
Mstep: Class 10 contains 53842 members 
Mstep: Class 11 contains 18949 members 
Mstep: Class 12 contains 165567 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 14036 members 
Mstep: Class 17 contains 17737 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 4939 members 
Mstep: Class 21 contains 11404 members 
Mstep: Class 22 contains 10872 members 
Mstep: Class 23 contains 9967 members 
Mstep: Class 24 contains 201098 members 
Mstep: Class 25 contains 5155 members 
Mstep: Class 26 contains 32001 members 
Mstep: Class 27 contains 19045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124164536.000000 Penalty: 92743.140625
Iteration 60F: 28 clusters Score -1.241645e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 44394 members 
Mstep: Class 4 contains 208449 members 
Mstep: Class 5 contains 29829 members 
Mstep: Class 6 contains 20896 members 
Mstep: Class 7 contains 7762 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 115198 members 
Mstep: Class 10 contains 53875 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 165614 members 
Mstep: Class 13 contains 597 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 14121 members 
Mstep: Class 17 contains 17719 members 
Mstep: Class 18 contains 3631 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 10928 members 
Mstep: Class 23 contains 9965 members 
Mstep: Class 24 contains 201532 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 32008 members 
Mstep: Class 27 contains 19047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124165144.000000 Penalty: 92743.140625
Iteration 61Q: 28 clusters Score -1.241651e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5672 members 
Mstep: Class 3 contains 44423 members 
Mstep: Class 4 contains 208038 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 20827 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 12518 members 
Mstep: Class 9 contains 114890 members 
Mstep: Class 10 contains 53915 members 
Mstep: Class 11 contains 19463 members 
Mstep: Class 12 contains 165660 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 14185 members 
Mstep: Class 17 contains 17717 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 11525 members 
Mstep: Class 22 contains 10992 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 201858 members 
Mstep: Class 25 contains 5168 members 
Mstep: Class 26 contains 32036 members 
Mstep: Class 27 contains 19053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124165616.000000 Penalty: 92743.140625
Iteration 62Q: 28 clusters Score -1.241656e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5636 members 
Mstep: Class 3 contains 44443 members 
Mstep: Class 4 contains 207657 members 
Mstep: Class 5 contains 29784 members 
Mstep: Class 6 contains 20774 members 
Mstep: Class 7 contains 7699 members 
Mstep: Class 8 contains 12530 members 
Mstep: Class 9 contains 114589 members 
Mstep: Class 10 contains 53961 members 
Mstep: Class 11 contains 19710 members 
Mstep: Class 12 contains 165723 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 9955 members 
Mstep: Class 16 contains 14256 members 
Mstep: Class 17 contains 17703 members 
Mstep: Class 18 contains 3622 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 11597 members 
Mstep: Class 22 contains 11038 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 202122 members 
Mstep: Class 25 contains 5189 members 
Mstep: Class 26 contains 32064 members 
Mstep: Class 27 contains 19054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124165912.000000 Penalty: 92743.140625
Iteration 63Q: 28 clusters Score -1.241659e+08 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 44444 members 
Mstep: Class 4 contains 207368 members 
Mstep: Class 5 contains 29769 members 
Mstep: Class 6 contains 20744 members 
Mstep: Class 7 contains 7674 members 
Mstep: Class 8 contains 12543 members 
Mstep: Class 9 contains 114262 members 
Mstep: Class 10 contains 54001 members 
Mstep: Class 11 contains 19940 members 
Mstep: Class 12 contains 165790 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 9900 members 
Mstep: Class 16 contains 14334 members 
Mstep: Class 17 contains 17695 members 
Mstep: Class 18 contains 3627 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 11678 members 
Mstep: Class 22 contains 11070 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 202317 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 32094 members 
Mstep: Class 27 contains 19059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124166560.000000 Penalty: 92743.140625
Iteration 64Q: 28 clusters Score -1.241666e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 207193 members 
Mstep: Class 5 contains 29748 members 
Mstep: Class 6 contains 20698 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 12542 members 
Mstep: Class 9 contains 113887 members 
Mstep: Class 10 contains 54026 members 
Mstep: Class 11 contains 20188 members 
Mstep: Class 12 contains 165851 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 9893 members 
Mstep: Class 16 contains 14408 members 
Mstep: Class 17 contains 17674 members 
Mstep: Class 18 contains 3634 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 11755 members 
Mstep: Class 22 contains 11099 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 202429 members 
Mstep: Class 25 contains 5210 members 
Mstep: Class 26 contains 32131 members 
Mstep: Class 27 contains 19068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124166680.000000 Penalty: 92743.140625
Iteration 65Q: 28 clusters Score -1.241667e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 44472 members 
Mstep: Class 4 contains 207099 members 
Mstep: Class 5 contains 29730 members 
Mstep: Class 6 contains 20664 members 
Mstep: Class 7 contains 7627 members 
Mstep: Class 8 contains 12538 members 
Mstep: Class 9 contains 113496 members 
Mstep: Class 10 contains 54060 members 
Mstep: Class 11 contains 20405 members 
Mstep: Class 12 contains 165890 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 9938 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17641 members 
Mstep: Class 18 contains 3644 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 11122 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 202492 members 
Mstep: Class 25 contains 5217 members 
Mstep: Class 26 contains 32169 members 
Mstep: Class 27 contains 19073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124166968.000000 Penalty: 92743.140625
Iteration 66Q: 28 clusters Score -1.24167e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 44509 members 
Mstep: Class 4 contains 206971 members 
Mstep: Class 5 contains 29710 members 
Mstep: Class 6 contains 20638 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 12526 members 
Mstep: Class 9 contains 113092 members 
Mstep: Class 10 contains 54088 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 165959 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 9979 members 
Mstep: Class 16 contains 14542 members 
Mstep: Class 17 contains 17624 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 4719 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 11141 members 
Mstep: Class 23 contains 9962 members 
Mstep: Class 24 contains 202579 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 32197 members 
Mstep: Class 27 contains 19087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124167520.000000 Penalty: 92743.140625
Iteration 67Q: 28 clusters Score -1.241675e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 44553 members 
Mstep: Class 4 contains 206848 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 20633 members 
Mstep: Class 7 contains 7586 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 112709 members 
Mstep: Class 10 contains 54122 members 
Mstep: Class 11 contains 20812 members 
Mstep: Class 12 contains 166004 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 14587 members 
Mstep: Class 17 contains 17617 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 4682 members 
Mstep: Class 21 contains 11953 members 
Mstep: Class 22 contains 11164 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 202672 members 
Mstep: Class 25 contains 5236 members 
Mstep: Class 26 contains 32221 members 
Mstep: Class 27 contains 19098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124167464.000000 Penalty: 92743.140625
Iteration 68Q: 28 clusters Score -1.241675e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 44578 members 
Mstep: Class 4 contains 206891 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 20626 members 
Mstep: Class 7 contains 7564 members 
Mstep: Class 8 contains 12497 members 
Mstep: Class 9 contains 112261 members 
Mstep: Class 10 contains 54147 members 
Mstep: Class 11 contains 21026 members 
Mstep: Class 12 contains 166045 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 10012 members 
Mstep: Class 16 contains 14642 members 
Mstep: Class 17 contains 17609 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 12033 members 
Mstep: Class 22 contains 11197 members 
Mstep: Class 23 contains 9959 members 
Mstep: Class 24 contains 202662 members 
Mstep: Class 25 contains 5231 members 
Mstep: Class 26 contains 32244 members 
Mstep: Class 27 contains 19104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124168064.000000 Penalty: 92743.140625
Iteration 69Q: 28 clusters Score -1.241681e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 44625 members 
Mstep: Class 4 contains 206929 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 8 contains 12480 members 
Mstep: Class 9 contains 111794 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 21207 members 
Mstep: Class 12 contains 166072 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 10055 members 
Mstep: Class 16 contains 14689 members 
Mstep: Class 17 contains 17603 members 
Mstep: Class 18 contains 3648 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 4611 members 
Mstep: Class 21 contains 12148 members 
Mstep: Class 22 contains 11227 members 
Mstep: Class 23 contains 9957 members 
Mstep: Class 24 contains 202674 members 
Mstep: Class 25 contains 5236 members 
Mstep: Class 26 contains 32268 members 
Mstep: Class 27 contains 19112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124168512.000000 Penalty: 92743.140625
Iteration 70Q: 28 clusters Score -1.241685e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 206983 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 20559 members 
Mstep: Class 7 contains 7537 members 
Mstep: Class 8 contains 12460 members 
Mstep: Class 9 contains 111242 members 
Mstep: Class 10 contains 54189 members 
Mstep: Class 11 contains 21359 members 
Mstep: Class 12 contains 166150 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 14735 members 
Mstep: Class 17 contains 17603 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 12292 members 
Mstep: Class 22 contains 11260 members 
Mstep: Class 23 contains 9956 members 
Mstep: Class 24 contains 202753 members 
Mstep: Class 25 contains 5231 members 
Mstep: Class 26 contains 32285 members 
Mstep: Class 27 contains 19119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124168976.000000 Penalty: 92743.140625
Iteration 71Q: 28 clusters Score -1.24169e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 44705 members 
Mstep: Class 4 contains 206972 members 
Mstep: Class 5 contains 29646 members 
Mstep: Class 6 contains 20509 members 
Mstep: Class 7 contains 7525 members 
Mstep: Class 8 contains 12441 members 
Mstep: Class 9 contains 110736 members 
Mstep: Class 10 contains 54205 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 166201 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 14784 members 
Mstep: Class 17 contains 17611 members 
Mstep: Class 18 contains 3646 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 4553 members 
Mstep: Class 21 contains 12428 members 
Mstep: Class 22 contains 11285 members 
Mstep: Class 23 contains 9955 members 
Mstep: Class 24 contains 202873 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 32311 members 
Mstep: Class 27 contains 19126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124169736.000000 Penalty: 92743.140625
Iteration 72Q: 28 clusters Score -1.241697e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5477 members 
Mstep: Class 3 contains 44747 members 
Mstep: Class 4 contains 207100 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 20475 members 
Mstep: Class 7 contains 7515 members 
Mstep: Class 8 contains 12431 members 
Mstep: Class 9 contains 110245 members 
Mstep: Class 10 contains 54220 members 
Mstep: Class 11 contains 21633 members 
Mstep: Class 12 contains 166226 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 14838 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 3645 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 4515 members 
Mstep: Class 21 contains 12541 members 
Mstep: Class 22 contains 11315 members 
Mstep: Class 23 contains 9955 members 
Mstep: Class 24 contains 202890 members 
Mstep: Class 25 contains 5238 members 
Mstep: Class 26 contains 32328 members 
Mstep: Class 27 contains 19132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124170744.000000 Penalty: 92743.140625
Iteration 73Q: 28 clusters Score -1.241707e+08 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 44802 members 
Mstep: Class 4 contains 207296 members 
Mstep: Class 5 contains 29639 members 
Mstep: Class 6 contains 20465 members 
Mstep: Class 7 contains 7511 members 
Mstep: Class 8 contains 12410 members 
Mstep: Class 9 contains 109743 members 
Mstep: Class 10 contains 54236 members 
Mstep: Class 11 contains 21717 members 
Mstep: Class 12 contains 166273 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 10094 members 
Mstep: Class 16 contains 14887 members 
Mstep: Class 17 contains 17597 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 12657 members 
Mstep: Class 22 contains 11339 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 202840 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 32349 members 
Mstep: Class 27 contains 19138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124171336.000000 Penalty: 92743.140625
Iteration 74Q: 28 clusters Score -1.241713e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 44863 members 
Mstep: Class 4 contains 207565 members 
Mstep: Class 5 contains 29631 members 
Mstep: Class 6 contains 20451 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 12375 members 
Mstep: Class 9 contains 109297 members 
Mstep: Class 10 contains 54250 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 10124 members 
Mstep: Class 16 contains 14931 members 
Mstep: Class 17 contains 17579 members 
Mstep: Class 18 contains 3646 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 12769 members 
Mstep: Class 22 contains 11360 members 
Mstep: Class 23 contains 9952 members 
Mstep: Class 24 contains 202743 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 32376 members 
Mstep: Class 27 contains 19143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124172560.000000 Penalty: 92743.140625
Iteration 75Q: 28 clusters Score -1.241726e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 44900 members 
Mstep: Class 4 contains 207946 members 
Mstep: Class 5 contains 29627 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 7480 members 
Mstep: Class 8 contains 12360 members 
Mstep: Class 9 contains 108858 members 
Mstep: Class 10 contains 54265 members 
Mstep: Class 11 contains 21776 members 
Mstep: Class 12 contains 166356 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 10147 members 
Mstep: Class 16 contains 14981 members 
Mstep: Class 17 contains 17550 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 21 contains 12881 members 
Mstep: Class 22 contains 11378 members 
Mstep: Class 23 contains 9951 members 
Mstep: Class 24 contains 202592 members 
Mstep: Class 25 contains 5262 members 
Mstep: Class 26 contains 32400 members 
Mstep: Class 27 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124172952.000000 Penalty: 92743.140625
Iteration 76Q: 28 clusters Score -1.24173e+08 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 44958 members 
Mstep: Class 4 contains 208412 members 
Mstep: Class 5 contains 29621 members 
Mstep: Class 6 contains 20388 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 12321 members 
Mstep: Class 9 contains 108398 members 
Mstep: Class 10 contains 54272 members 
Mstep: Class 11 contains 21779 members 
Mstep: Class 12 contains 166407 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 10180 members 
Mstep: Class 16 contains 15040 members 
Mstep: Class 17 contains 17524 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 21 contains 12975 members 
Mstep: Class 22 contains 11397 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 202367 members 
Mstep: Class 25 contains 5280 members 
Mstep: Class 26 contains 32431 members 
Mstep: Class 27 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124173800.000000 Penalty: 92743.140625
Iteration 77Q: 28 clusters Score -1.241738e+08 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 44982 members 
Mstep: Class 4 contains 209050 members 
Mstep: Class 5 contains 29613 members 
Mstep: Class 6 contains 20378 members 
Mstep: Class 7 contains 7454 members 
Mstep: Class 8 contains 12303 members 
Mstep: Class 9 contains 107950 members 
Mstep: Class 10 contains 54282 members 
Mstep: Class 11 contains 21752 members 
Mstep: Class 12 contains 166440 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 10210 members 
Mstep: Class 16 contains 15085 members 
Mstep: Class 17 contains 17519 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 4380 members 
Mstep: Class 21 contains 13060 members 
Mstep: Class 22 contains 11424 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 202014 members 
Mstep: Class 25 contains 5276 members 
Mstep: Class 26 contains 32445 members 
Mstep: Class 27 contains 19150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124174256.000000 Penalty: 92743.140625
Iteration 78Q: 28 clusters Score -1.241743e+08 nChanged 4826
Entering ConstructFrom: 
Score: -124174256.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -215101.937500 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -215101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212514.250000 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -212514.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213232.875000 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -213232.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -213673.375000 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -213673.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -214103.734375 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -214103.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -214651.453125 Penalty: 3769.054443
	Iteration 4F: 3 clusters Score -214651.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -215055.015625 Penalty: 3769.054443
	Iteration 5F: 3 clusters Score -215055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -215229.625000 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -215229.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -215326.125000 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -215326.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215403.671875 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -215403.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -215457.562500 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -215457.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -215497.421875 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -215497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -215529.625000 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -215529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215543.531250 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -215543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215555.843750 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -215555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -215574.453125 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -215574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -215582.890625 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -215582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -215591.187500 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -215591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -215595.812500 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -215595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -215595.812500 Penalty: 3769.054443
	Iteration 18F: 3 clusters Score -215595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 45029 members 
Mstep: Class 4 contains 209714 members 
Mstep: Class 5 contains 29610 members 
Mstep: Class 6 contains 20350 members 
Mstep: Class 7 contains 7436 members 
Mstep: Class 8 contains 12281 members 
Mstep: Class 9 contains 107558 members 
Mstep: Class 10 contains 54296 members 
Mstep: Class 11 contains 21680 members 
Mstep: Class 12 contains 166467 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 10253 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 17 contains 17521 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 11446 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 201608 members 
Mstep: Class 25 contains 5278 members 
Mstep: Class 26 contains 32468 members 
Mstep: Class 27 contains 19153 members 
Mstep: Class 28 contains 866 members 
Entering Unmasked Estep 
Score: -124173416.000000 Penalty: 96178.070312
Splitting cluster 1 changes total score from -124174256.000000 to -124173416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -621662.312500 Penalty: 2132.358643
	Iteration 0F: 2 clusters Score -621662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -616839.437500 Penalty: 4264.717285
	Iteration 0F: 3 clusters Score -616839.4 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -618284.250000 Penalty: 4264.717285
	Iteration 1F: 3 clusters Score -618284.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -618811.437500 Penalty: 4264.717285
	Iteration 2F: 3 clusters Score -618811.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -619282.687500 Penalty: 4264.717285
	Iteration 3F: 3 clusters Score -619282.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -619638.312500 Penalty: 4264.717285
	Iteration 4F: 3 clusters Score -619638.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -619944.875000 Penalty: 4264.717285
	Iteration 5F: 3 clusters Score -619944.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -620153.250000 Penalty: 4264.717285
	Iteration 6Q: 3 clusters Score -620153.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -620307.250000 Penalty: 4264.717285
	Iteration 7Q: 3 clusters Score -620307.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -620417.000000 Penalty: 4264.717285
	Iteration 8Q: 3 clusters Score -620417 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -620498.312500 Penalty: 4264.717285
	Iteration 9Q: 3 clusters Score -620498.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -620549.187500 Penalty: 4264.717285
	Iteration 10Q: 3 clusters Score -620549.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -620586.750000 Penalty: 4264.717285
	Iteration 11Q: 3 clusters Score -620586.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -620609.312500 Penalty: 4264.717285
	Iteration 12Q: 3 clusters Score -620609.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -620622.437500 Penalty: 4264.717285
	Iteration 13Q: 3 clusters Score -620622.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -620631.812500 Penalty: 4264.717285
	Iteration 14Q: 3 clusters Score -620631.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -620639.250000 Penalty: 4264.717285
	Iteration 15Q: 3 clusters Score -620639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -620643.750000 Penalty: 4264.717285
	Iteration 16Q: 3 clusters Score -620643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -620649.562500 Penalty: 4264.717285
	Iteration 17Q: 3 clusters Score -620649.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -620656.125000 Penalty: 4264.717285
	Iteration 18Q: 3 clusters Score -620656.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -620660.125000 Penalty: 4264.717285
	Iteration 19Q: 3 clusters Score -620660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -620662.687500 Penalty: 4264.717285
	Iteration 20F: 3 clusters Score -620662.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -620664.562500 Penalty: 4264.717285
	Iteration 21Q: 3 clusters Score -620664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -620667.687500 Penalty: 4264.717285
	Iteration 22Q: 3 clusters Score -620667.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -620671.125000 Penalty: 4264.717285
	Iteration 23Q: 3 clusters Score -620671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -620674.062500 Penalty: 4264.717285
	Iteration 24Q: 3 clusters Score -620674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -620675.375000 Penalty: 4264.717285
	Iteration 25Q: 3 clusters Score -620675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -620674.812500 Penalty: 4264.717285
	Iteration 26Q: 3 clusters Score -620674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -620677.000000 Penalty: 4264.717285
	Iteration 27Q: 3 clusters Score -620677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -620678.250000 Penalty: 4264.717285
	Iteration 28Q: 3 clusters Score -620678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -620679.562500 Penalty: 4264.717285
	Iteration 29Q: 3 clusters Score -620679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -620682.312500 Penalty: 4264.717285
	Iteration 30Q: 3 clusters Score -620682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -620686.062500 Penalty: 4264.717285
	Iteration 31Q: 3 clusters Score -620686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -620687.437500 Penalty: 4264.717285
	Iteration 32Q: 3 clusters Score -620687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -620687.875000 Penalty: 4264.717285
	Iteration 33Q: 3 clusters Score -620687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -620688.687500 Penalty: 4264.717285
	Iteration 34Q: 3 clusters Score -620688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -620690.000000 Penalty: 4264.717285
	Iteration 35Q: 3 clusters Score -620690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -620690.937500 Penalty: 4264.717285
	Iteration 36Q: 3 clusters Score -620690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -620690.937500 Penalty: 4264.717285
	Iteration 37F: 3 clusters Score -620690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Entering Unmasked Estep 
Score: -5326716.000000 Penalty: 2657.335449
	Iteration 0F: 2 clusters Score -5326716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -5296429.500000 Penalty: 5314.670898
	Iteration 0F: 3 clusters Score -5296430 nChanged 20675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5307739.000000 Penalty: 5314.670898
	Iteration 1F: 3 clusters Score -5307739 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5308293.500000 Penalty: 5314.670898
	Iteration 2Q: 3 clusters Score -5308294 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -5308964.500000 Penalty: 5314.670898
	Iteration 3Q: 3 clusters Score -5308964 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5309717.500000 Penalty: 5314.670898
	Iteration 4Q: 3 clusters Score -5309718 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5310581.500000 Penalty: 5314.670898
	Iteration 5Q: 3 clusters Score -5310582 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -5311889.500000 Penalty: 5314.670898
	Iteration 6F: 3 clusters Score -5311890 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -5313854.500000 Penalty: 5314.670898
	Iteration 7F: 3 clusters Score -5313854 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5316435.500000 Penalty: 5314.670898
	Iteration 8F: 3 clusters Score -5316436 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -5319376.500000 Penalty: 5314.670898
	Iteration 9F: 3 clusters Score -5319376 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -5321859.500000 Penalty: 5314.670898
	Iteration 10F: 3 clusters Score -5321860 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5323364.500000 Penalty: 5314.670898
	Iteration 11Q: 3 clusters Score -5323364 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5324184.000000 Penalty: 5314.670898
	Iteration 12Q: 3 clusters Score -5324184 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5324591.500000 Penalty: 5314.670898
	Iteration 13Q: 3 clusters Score -5324592 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5324840.000000 Penalty: 5314.670898
	Iteration 14Q: 3 clusters Score -5324840 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5324994.500000 Penalty: 5314.670898
	Iteration 15Q: 3 clusters Score -5324994 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5325098.000000 Penalty: 5314.670898
	Iteration 16Q: 3 clusters Score -5325098 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -5325158.000000 Penalty: 5314.670898
	Iteration 17Q: 3 clusters Score -5325158 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5325206.500000 Penalty: 5314.670898
	Iteration 18Q: 3 clusters Score -5325206 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5325238.500000 Penalty: 5314.670898
	Iteration 19Q: 3 clusters Score -5325238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5325248.000000 Penalty: 5314.670898
	Iteration 20F: 3 clusters Score -5325248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5325277.000000 Penalty: 5314.670898
	Iteration 21Q: 3 clusters Score -5325277 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -5325279.500000 Penalty: 5314.670898
	Iteration 22Q: 3 clusters Score -5325280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5325292.500000 Penalty: 5314.670898
	Iteration 23Q: 3 clusters Score -5325292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5325312.500000 Penalty: 5314.670898
	Iteration 24Q: 3 clusters Score -5325312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5325315.500000 Penalty: 5314.670898
	Iteration 25Q: 3 clusters Score -5325316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -5325329.000000 Penalty: 5314.670898
	Iteration 26Q: 3 clusters Score -5325329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5325328.000000 Penalty: 5314.670898
	Iteration 27Q: 3 clusters Score -5325328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5325324.500000 Penalty: 5314.670898
	Iteration 28Q: 3 clusters Score -5325324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5325333.500000 Penalty: 5314.670898
	Iteration 29Q: 3 clusters Score -5325334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -5325333.500000 Penalty: 5314.670898
	Iteration 30Q: 3 clusters Score -5325334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5325335.500000 Penalty: 5314.670898
	Iteration 31Q: 3 clusters Score -5325336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -5325347.000000 Penalty: 5314.670898
	Iteration 32Q: 3 clusters Score -5325347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5325349.500000 Penalty: 5314.670898
	Iteration 33Q: 3 clusters Score -5325350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5325349.000000 Penalty: 5314.670898
	Iteration 34Q: 3 clusters Score -5325349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5325355.500000 Penalty: 5314.670898
	Iteration 35Q: 3 clusters Score -5325356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5325363.000000 Penalty: 5314.670898
	Iteration 36Q: 3 clusters Score -5325363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -5325365.000000 Penalty: 5314.670898
	Iteration 37Q: 3 clusters Score -5325365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5325367.500000 Penalty: 5314.670898
	Iteration 38Q: 3 clusters Score -5325368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -5325370.500000 Penalty: 5314.670898
	Iteration 39Q: 3 clusters Score -5325370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5325363.000000 Penalty: 5314.670898
	Iteration 40F: 3 clusters Score -5325363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5325371.500000 Penalty: 5314.670898
	Iteration 41Q: 3 clusters Score -5325372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5325375.000000 Penalty: 5314.670898
	Iteration 42Q: 3 clusters Score -5325375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5325392.500000 Penalty: 5314.670898
	Iteration 43Q: 3 clusters Score -5325392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5325382.000000 Penalty: 5314.670898
	Iteration 44Q: 3 clusters Score -5325382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5325383.500000 Penalty: 5314.670898
	Iteration 45Q: 3 clusters Score -5325384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5325391.500000 Penalty: 5314.670898
	Iteration 46Q: 3 clusters Score -5325392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -5325388.500000 Penalty: 5314.670898
	Iteration 47Q: 3 clusters Score -5325388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5325386.000000 Penalty: 5314.670898
	Iteration 48Q: 3 clusters Score -5325386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5325392.000000 Penalty: 5314.670898
	Iteration 49Q: 3 clusters Score -5325392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5325388.000000 Penalty: 5314.670898
	Iteration 50Q: 3 clusters Score -5325388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -5325391.000000 Penalty: 5314.670898
	Iteration 51Q: 3 clusters Score -5325391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5325401.500000 Penalty: 5314.670898
	Iteration 52Q: 3 clusters Score -5325402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -5325399.500000 Penalty: 5314.670898
	Iteration 53Q: 3 clusters Score -5325400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5325396.000000 Penalty: 5314.670898
	Iteration 54Q: 3 clusters Score -5325396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -5325398.000000 Penalty: 5314.670898
	Iteration 55Q: 3 clusters Score -5325398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5325411.500000 Penalty: 5314.670898
	Iteration 56Q: 3 clusters Score -5325412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5325414.000000 Penalty: 5314.670898
	Iteration 57Q: 3 clusters Score -5325414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5325413.500000 Penalty: 5314.670898
	Iteration 58Q: 3 clusters Score -5325414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -5325412.000000 Penalty: 5314.670898
	Iteration 59Q: 3 clusters Score -5325412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5325409.000000 Penalty: 5314.670898
	Iteration 60F: 3 clusters Score -5325409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -5325412.000000 Penalty: 5314.670898
	Iteration 61Q: 3 clusters Score -5325412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5325417.500000 Penalty: 5314.670898
	Iteration 62Q: 3 clusters Score -5325418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5325412.000000 Penalty: 5314.670898
	Iteration 63Q: 3 clusters Score -5325412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5325402.500000 Penalty: 5314.670898
	Iteration 64Q: 3 clusters Score -5325402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5325405.500000 Penalty: 5314.670898
	Iteration 65Q: 3 clusters Score -5325406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -5325403.500000 Penalty: 5314.670898
	Iteration 66Q: 3 clusters Score -5325404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5325401.500000 Penalty: 5314.670898
	Iteration 67Q: 3 clusters Score -5325402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5325401.500000 Penalty: 5314.670898
	Iteration 68F: 3 clusters Score -5325402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (209714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209714 members 
Entering Unmasked Estep 
Score: -26075422.000000 Penalty: 3038.867920
	Iteration 0F: 2 clusters Score -2.607542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -25950660.000000 Penalty: 6077.735840
	Iteration 0F: 3 clusters Score -2.595066e+07 nChanged 100884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -26010164.000000 Penalty: 6077.735840
	Iteration 1F: 3 clusters Score -2.601016e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 110169 members 
Entering Unmasked Estep 
Score: -26012102.000000 Penalty: 6077.735840
	Iteration 2Q: 3 clusters Score -2.60121e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -26014472.000000 Penalty: 6077.735840
	Iteration 3Q: 3 clusters Score -2.601447e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -26017844.000000 Penalty: 6077.735840
	Iteration 4Q: 3 clusters Score -2.601784e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -26022266.000000 Penalty: 6077.735840
	Iteration 5Q: 3 clusters Score -2.602227e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -26028386.000000 Penalty: 6077.735840
	Iteration 6F: 3 clusters Score -2.602839e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 139200 members 
Entering Unmasked Estep 
Score: -26035972.000000 Penalty: 6077.735840
	Iteration 7F: 3 clusters Score -2.603597e+07 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 150922 members 
Entering Unmasked Estep 
Score: -26044662.000000 Penalty: 6077.735840
	Iteration 8F: 3 clusters Score -2.604466e+07 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -26053008.000000 Penalty: 6077.735840
	Iteration 9F: 3 clusters Score -2.605301e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 174271 members 
Entering Unmasked Estep 
Score: -26059184.000000 Penalty: 6077.735840
	Iteration 10F: 3 clusters Score -2.605918e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 183113 members 
Entering Unmasked Estep 
Score: -26063414.000000 Penalty: 6077.735840
	Iteration 11Q: 3 clusters Score -2.606341e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -26066554.000000 Penalty: 6077.735840
	Iteration 12Q: 3 clusters Score -2.606655e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 194521 members 
Entering Unmasked Estep 
Score: -26068622.000000 Penalty: 6077.735840
	Iteration 13Q: 3 clusters Score -2.606862e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 197953 members 
Entering Unmasked Estep 
Score: -26069874.000000 Penalty: 6077.735840
	Iteration 14Q: 3 clusters Score -2.606987e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 200443 members 
Entering Unmasked Estep 
Score: -26070824.000000 Penalty: 6077.735840
	Iteration 15Q: 3 clusters Score -2.607082e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 202282 members 
Entering Unmasked Estep 
Score: -26071296.000000 Penalty: 6077.735840
	Iteration 16Q: 3 clusters Score -2.60713e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 203605 members 
Entering Unmasked Estep 
Score: -26071728.000000 Penalty: 6077.735840
	Iteration 17Q: 3 clusters Score -2.607173e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 204593 members 
Entering Unmasked Estep 
Score: -26072062.000000 Penalty: 6077.735840
	Iteration 18Q: 3 clusters Score -2.607206e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 205316 members 
Entering Unmasked Estep 
Score: -26072340.000000 Penalty: 6077.735840
	Iteration 19Q: 3 clusters Score -2.607234e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 205852 members 
Entering Unmasked Estep 
Score: -26072436.000000 Penalty: 6077.735840
	Iteration 20F: 3 clusters Score -2.607244e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 206284 members 
Entering Unmasked Estep 
Score: -26072600.000000 Penalty: 6077.735840
	Iteration 21Q: 3 clusters Score -2.60726e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 206587 members 
Entering Unmasked Estep 
Score: -26072680.000000 Penalty: 6077.735840
	Iteration 22Q: 3 clusters Score -2.607268e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 206844 members 
Entering Unmasked Estep 
Score: -26072722.000000 Penalty: 6077.735840
	Iteration 23Q: 3 clusters Score -2.607272e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 207054 members 
Entering Unmasked Estep 
Score: -26072788.000000 Penalty: 6077.735840
	Iteration 24Q: 3 clusters Score -2.607279e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 207209 members 
Entering Unmasked Estep 
Score: -26072906.000000 Penalty: 6077.735840
	Iteration 25Q: 3 clusters Score -2.607291e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 207324 members 
Entering Unmasked Estep 
Score: -26072942.000000 Penalty: 6077.735840
	Iteration 26Q: 3 clusters Score -2.607294e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 207422 members 
Entering Unmasked Estep 
Score: -26072964.000000 Penalty: 6077.735840
	Iteration 27Q: 3 clusters Score -2.607296e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 207503 members 
Entering Unmasked Estep 
Score: -26072976.000000 Penalty: 6077.735840
	Iteration 28Q: 3 clusters Score -2.607298e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 207591 members 
Entering Unmasked Estep 
Score: -26072996.000000 Penalty: 6077.735840
	Iteration 29Q: 3 clusters Score -2.6073e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 207650 members 
Entering Unmasked Estep 
Score: -26073032.000000 Penalty: 6077.735840
	Iteration 30Q: 3 clusters Score -2.607303e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 207692 members 
Entering Unmasked Estep 
Score: -26073058.000000 Penalty: 6077.735840
	Iteration 31Q: 3 clusters Score -2.607306e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 207740 members 
Entering Unmasked Estep 
Score: -26073090.000000 Penalty: 6077.735840
	Iteration 32Q: 3 clusters Score -2.607309e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 207785 members 
Entering Unmasked Estep 
Score: -26073080.000000 Penalty: 6077.735840
	Iteration 33Q: 3 clusters Score -2.607308e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 207831 members 
Entering Unmasked Estep 
Score: -26073122.000000 Penalty: 6077.735840
	Iteration 34Q: 3 clusters Score -2.607312e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 207870 members 
Entering Unmasked Estep 
Score: -26073124.000000 Penalty: 6077.735840
	Iteration 35Q: 3 clusters Score -2.607312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 207900 members 
Entering Unmasked Estep 
Score: -26073132.000000 Penalty: 6077.735840
	Iteration 36Q: 3 clusters Score -2.607313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 207924 members 
Entering Unmasked Estep 
Score: -26073136.000000 Penalty: 6077.735840
	Iteration 37Q: 3 clusters Score -2.607314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 207958 members 
Entering Unmasked Estep 
Score: -26073126.000000 Penalty: 6077.735840
	Iteration 38Q: 3 clusters Score -2.607313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 207972 members 
Entering Unmasked Estep 
Score: -26073152.000000 Penalty: 6077.735840
	Iteration 39Q: 3 clusters Score -2.607315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 207989 members 
Entering Unmasked Estep 
Score: -26073146.000000 Penalty: 6077.735840
	Iteration 40F: 3 clusters Score -2.607315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 208007 members 
Entering Unmasked Estep 
Score: -26073160.000000 Penalty: 6077.735840
	Iteration 41Q: 3 clusters Score -2.607316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 208020 members 
Entering Unmasked Estep 
Score: -26073140.000000 Penalty: 6077.735840
	Iteration 42Q: 3 clusters Score -2.607314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 208029 members 
Entering Unmasked Estep 
Score: -26073150.000000 Penalty: 6077.735840
	Iteration 43Q: 3 clusters Score -2.607315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 208035 members 
Entering Unmasked Estep 
Score: -26073158.000000 Penalty: 6077.735840
	Iteration 44Q: 3 clusters Score -2.607316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 208042 members 
Entering Unmasked Estep 
Score: -26073156.000000 Penalty: 6077.735840
	Iteration 45Q: 3 clusters Score -2.607316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 208048 members 
Entering Unmasked Estep 
Score: -26073172.000000 Penalty: 6077.735840
	Iteration 46Q: 3 clusters Score -2.607317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 208049 members 
Entering Unmasked Estep 
Score: -26073160.000000 Penalty: 6077.735840
	Iteration 47Q: 3 clusters Score -2.607316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 208052 members 
Entering Unmasked Estep 
Score: -26073166.000000 Penalty: 6077.735840
	Iteration 48Q: 3 clusters Score -2.607317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 208058 members 
Entering Unmasked Estep 
Score: -26073164.000000 Penalty: 6077.735840
	Iteration 49Q: 3 clusters Score -2.607316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 208059 members 
Entering Unmasked Estep 
Score: -26073162.000000 Penalty: 6077.735840
	Iteration 50Q: 3 clusters Score -2.607316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 208060 members 
Entering Unmasked Estep 
Score: -26073166.000000 Penalty: 6077.735840
	Iteration 51Q: 3 clusters Score -2.607317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -26073164.000000 Penalty: 6077.735840
	Iteration 52Q: 3 clusters Score -2.607316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 208064 members 
Entering Unmasked Estep 
Score: -26073156.000000 Penalty: 6077.735840
	Iteration 53Q: 3 clusters Score -2.607316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 208065 members 
Entering Unmasked Estep 
Score: -26073154.000000 Penalty: 6077.735840
	Iteration 54Q: 3 clusters Score -2.607315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 208068 members 
Entering Unmasked Estep 
Score: -26073166.000000 Penalty: 6077.735840
	Iteration 55Q: 3 clusters Score -2.607317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 208068 members 
Entering Unmasked Estep 
Score: -26073168.000000 Penalty: 6077.735840
	Iteration 56Q: 3 clusters Score -2.607317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -26073186.000000 Penalty: 6077.735840
	Iteration 57Q: 3 clusters Score -2.607319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 208066 members 
Entering Unmasked Estep 
Score: -26073176.000000 Penalty: 6077.735840
	Iteration 58Q: 3 clusters Score -2.607318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 208066 members 
Entering Unmasked Estep 
Score: -26073176.000000 Penalty: 6077.735840
	Iteration 59F: 3 clusters Score -2.607318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Entering Unmasked Estep 
Score: -3636968.500000 Penalty: 2553.375000
	Iteration 0F: 2 clusters Score -3636968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3616757.500000 Penalty: 5106.750000
	Iteration 0F: 3 clusters Score -3616758 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3624061.750000 Penalty: 5106.750000
	Iteration 1F: 3 clusters Score -3624062 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3624626.750000 Penalty: 5106.750000
	Iteration 2F: 3 clusters Score -3624627 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3625141.500000 Penalty: 5106.750000
	Iteration 3Q: 3 clusters Score -3625142 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3625698.500000 Penalty: 5106.750000
	Iteration 4Q: 3 clusters Score -3625698 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3626438.000000 Penalty: 5106.750000
	Iteration 5Q: 3 clusters Score -3626438 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3627328.000000 Penalty: 5106.750000
	Iteration 6F: 3 clusters Score -3627328 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3628434.250000 Penalty: 5106.750000
	Iteration 7F: 3 clusters Score -3628434 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3629731.250000 Penalty: 5106.750000
	Iteration 8F: 3 clusters Score -3629731 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3631039.750000 Penalty: 5106.750000
	Iteration 9F: 3 clusters Score -3631040 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3632259.250000 Penalty: 5106.750000
	Iteration 10Q: 3 clusters Score -3632259 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3633218.750000 Penalty: 5106.750000
	Iteration 11Q: 3 clusters Score -3633219 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3633833.500000 Penalty: 5106.750000
	Iteration 12Q: 3 clusters Score -3633834 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3634237.250000 Penalty: 5106.750000
	Iteration 13Q: 3 clusters Score -3634237 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3634423.000000 Penalty: 5106.750000
	Iteration 14Q: 3 clusters Score -3634423 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3634556.000000 Penalty: 5106.750000
	Iteration 15Q: 3 clusters Score -3634556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3634649.750000 Penalty: 5106.750000
	Iteration 16Q: 3 clusters Score -3634650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3634697.000000 Penalty: 5106.750000
	Iteration 17Q: 3 clusters Score -3634697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3634733.750000 Penalty: 5106.750000
	Iteration 18Q: 3 clusters Score -3634734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3634739.500000 Penalty: 5106.750000
	Iteration 19Q: 3 clusters Score -3634740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3634755.250000 Penalty: 5106.750000
	Iteration 20F: 3 clusters Score -3634755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3634762.500000 Penalty: 5106.750000
	Iteration 21Q: 3 clusters Score -3634762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3634772.000000 Penalty: 5106.750000
	Iteration 22Q: 3 clusters Score -3634772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3634784.500000 Penalty: 5106.750000
	Iteration 23Q: 3 clusters Score -3634784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3634782.750000 Penalty: 5106.750000
	Iteration 24Q: 3 clusters Score -3634783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3634787.250000 Penalty: 5106.750000
	Iteration 25Q: 3 clusters Score -3634787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3634791.000000 Penalty: 5106.750000
	Iteration 26Q: 3 clusters Score -3634791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3634791.000000 Penalty: 5106.750000
	Iteration 27Q: 3 clusters Score -3634791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3634793.250000 Penalty: 5106.750000
	Iteration 28Q: 3 clusters Score -3634793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3634793.000000 Penalty: 5106.750000
	Iteration 29Q: 3 clusters Score -3634793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3634795.000000 Penalty: 5106.750000
	Iteration 30Q: 3 clusters Score -3634795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3634800.500000 Penalty: 5106.750000
	Iteration 31Q: 3 clusters Score -3634800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3634800.750000 Penalty: 5106.750000
	Iteration 32Q: 3 clusters Score -3634801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3634798.250000 Penalty: 5106.750000
	Iteration 33Q: 3 clusters Score -3634798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3634801.250000 Penalty: 5106.750000
	Iteration 34Q: 3 clusters Score -3634801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3634800.250000 Penalty: 5106.750000
	Iteration 35Q: 3 clusters Score -3634800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3634805.250000 Penalty: 5106.750000
	Iteration 36Q: 3 clusters Score -3634805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3634802.500000 Penalty: 5106.750000
	Iteration 37Q: 3 clusters Score -3634802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3634803.500000 Penalty: 5106.750000
	Iteration 38Q: 3 clusters Score -3634804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3634803.500000 Penalty: 5106.750000
	Iteration 39F: 3 clusters Score -3634804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Entering Unmasked Estep 
Score: -2409300.500000 Penalty: 2460.367432
	Iteration 0F: 2 clusters Score -2409300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2395042.750000 Penalty: 4920.734863
	Iteration 0F: 3 clusters Score -2395043 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2399950.250000 Penalty: 4920.734863
	Iteration 1F: 3 clusters Score -2399950 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2400524.000000 Penalty: 4920.734863
	Iteration 2F: 3 clusters Score -2400524 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2401107.750000 Penalty: 4920.734863
	Iteration 3F: 3 clusters Score -2401108 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2401723.000000 Penalty: 4920.734863
	Iteration 4F: 3 clusters Score -2401723 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2402426.750000 Penalty: 4920.734863
	Iteration 5F: 3 clusters Score -2402427 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2403159.750000 Penalty: 4920.734863
	Iteration 6F: 3 clusters Score -2403160 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2403745.750000 Penalty: 4920.734863
	Iteration 7F: 3 clusters Score -2403746 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2404237.750000 Penalty: 4920.734863
	Iteration 8Q: 3 clusters Score -2404238 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2404642.250000 Penalty: 4920.734863
	Iteration 9Q: 3 clusters Score -2404642 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2405001.500000 Penalty: 4920.734863
	Iteration 10Q: 3 clusters Score -2405002 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2405302.000000 Penalty: 4920.734863
	Iteration 11Q: 3 clusters Score -2405302 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2405588.750000 Penalty: 4920.734863
	Iteration 12Q: 3 clusters Score -2405589 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2405849.250000 Penalty: 4920.734863
	Iteration 13Q: 3 clusters Score -2405849 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2406137.250000 Penalty: 4920.734863
	Iteration 14Q: 3 clusters Score -2406137 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2406350.250000 Penalty: 4920.734863
	Iteration 15Q: 3 clusters Score -2406350 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2406537.500000 Penalty: 4920.734863
	Iteration 16Q: 3 clusters Score -2406538 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2406679.500000 Penalty: 4920.734863
	Iteration 17Q: 3 clusters Score -2406680 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2406822.000000 Penalty: 4920.734863
	Iteration 18Q: 3 clusters Score -2406822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2406930.250000 Penalty: 4920.734863
	Iteration 19Q: 3 clusters Score -2406930 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2407007.000000 Penalty: 4920.734863
	Iteration 20F: 3 clusters Score -2407007 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2407066.000000 Penalty: 4920.734863
	Iteration 21Q: 3 clusters Score -2407066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2407109.750000 Penalty: 4920.734863
	Iteration 22Q: 3 clusters Score -2407110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2407141.500000 Penalty: 4920.734863
	Iteration 23Q: 3 clusters Score -2407142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2407164.250000 Penalty: 4920.734863
	Iteration 24Q: 3 clusters Score -2407164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2407193.000000 Penalty: 4920.734863
	Iteration 25Q: 3 clusters Score -2407193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2407214.500000 Penalty: 4920.734863
	Iteration 26Q: 3 clusters Score -2407214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2407228.250000 Penalty: 4920.734863
	Iteration 27Q: 3 clusters Score -2407228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2407243.750000 Penalty: 4920.734863
	Iteration 28Q: 3 clusters Score -2407244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2407255.750000 Penalty: 4920.734863
	Iteration 29Q: 3 clusters Score -2407256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2407257.000000 Penalty: 4920.734863
	Iteration 30Q: 3 clusters Score -2407257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2407267.750000 Penalty: 4920.734863
	Iteration 31Q: 3 clusters Score -2407268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2407273.000000 Penalty: 4920.734863
	Iteration 32Q: 3 clusters Score -2407273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2407277.000000 Penalty: 4920.734863
	Iteration 33Q: 3 clusters Score -2407277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2407281.500000 Penalty: 4920.734863
	Iteration 34Q: 3 clusters Score -2407282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2407285.750000 Penalty: 4920.734863
	Iteration 35Q: 3 clusters Score -2407286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2407291.500000 Penalty: 4920.734863
	Iteration 36Q: 3 clusters Score -2407292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2407295.000000 Penalty: 4920.734863
	Iteration 37Q: 3 clusters Score -2407295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2407299.500000 Penalty: 4920.734863
	Iteration 38Q: 3 clusters Score -2407300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2407302.000000 Penalty: 4920.734863
	Iteration 39Q: 3 clusters Score -2407302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2407304.250000 Penalty: 4920.734863
	Iteration 40F: 3 clusters Score -2407304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2407304.250000 Penalty: 4920.734863
	Iteration 41Q: 3 clusters Score -2407304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2407305.250000 Penalty: 4920.734863
	Iteration 42Q: 3 clusters Score -2407305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2407311.000000 Penalty: 4920.734863
	Iteration 43Q: 3 clusters Score -2407311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2407308.750000 Penalty: 4920.734863
	Iteration 44Q: 3 clusters Score -2407309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2407307.750000 Penalty: 4920.734863
	Iteration 45Q: 3 clusters Score -2407308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2407309.500000 Penalty: 4920.734863
	Iteration 46Q: 3 clusters Score -2407310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2407309.000000 Penalty: 4920.734863
	Iteration 47Q: 3 clusters Score -2407309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2407309.750000 Penalty: 4920.734863
	Iteration 48Q: 3 clusters Score -2407310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2407311.500000 Penalty: 4920.734863
	Iteration 49Q: 3 clusters Score -2407312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2407311.250000 Penalty: 4920.734863
	Iteration 50Q: 3 clusters Score -2407311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2407308.750000 Penalty: 4920.734863
	Iteration 51Q: 3 clusters Score -2407309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2407310.250000 Penalty: 4920.734863
	Iteration 52Q: 3 clusters Score -2407310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2407313.500000 Penalty: 4920.734863
	Iteration 53Q: 3 clusters Score -2407314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2407312.500000 Penalty: 4920.734863
	Iteration 54Q: 3 clusters Score -2407312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2407312.500000 Penalty: 4920.734863
	Iteration 55F: 3 clusters Score -2407312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Entering Unmasked Estep 
Score: -891974.000000 Penalty: 2210.693848
	Iteration 0F: 2 clusters Score -891974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -885912.687500 Penalty: 4421.387695
	Iteration 0F: 3 clusters Score -885912.7 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -887637.062500 Penalty: 4421.387695
	Iteration 1F: 3 clusters Score -887637.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -887989.312500 Penalty: 4421.387695
	Iteration 2F: 3 clusters Score -887989.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -888241.375000 Penalty: 4421.387695
	Iteration 3F: 3 clusters Score -888241.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -888439.312500 Penalty: 4421.387695
	Iteration 4Q: 3 clusters Score -888439.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -888703.875000 Penalty: 4421.387695
	Iteration 5Q: 3 clusters Score -888703.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -889090.375000 Penalty: 4421.387695
	Iteration 6F: 3 clusters Score -889090.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -889594.750000 Penalty: 4421.387695
	Iteration 7F: 3 clusters Score -889594.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -890065.375000 Penalty: 4421.387695
	Iteration 8F: 3 clusters Score -890065.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -890395.000000 Penalty: 4421.387695
	Iteration 9F: 3 clusters Score -890395 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -890574.812500 Penalty: 4421.387695
	Iteration 10Q: 3 clusters Score -890574.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -890676.125000 Penalty: 4421.387695
	Iteration 11Q: 3 clusters Score -890676.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -890750.812500 Penalty: 4421.387695
	Iteration 12Q: 3 clusters Score -890750.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -890808.000000 Penalty: 4421.387695
	Iteration 13Q: 3 clusters Score -890808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -890854.937500 Penalty: 4421.387695
	Iteration 14Q: 3 clusters Score -890854.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -890890.750000 Penalty: 4421.387695
	Iteration 15Q: 3 clusters Score -890890.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -890915.375000 Penalty: 4421.387695
	Iteration 16Q: 3 clusters Score -890915.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -890929.750000 Penalty: 4421.387695
	Iteration 17Q: 3 clusters Score -890929.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -890948.812500 Penalty: 4421.387695
	Iteration 18Q: 3 clusters Score -890948.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -890962.312500 Penalty: 4421.387695
	Iteration 19Q: 3 clusters Score -890962.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -890973.625000 Penalty: 4421.387695
	Iteration 20F: 3 clusters Score -890973.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -890980.375000 Penalty: 4421.387695
	Iteration 21Q: 3 clusters Score -890980.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -890986.250000 Penalty: 4421.387695
	Iteration 22Q: 3 clusters Score -890986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -890991.500000 Penalty: 4421.387695
	Iteration 23Q: 3 clusters Score -890991.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -890994.687500 Penalty: 4421.387695
	Iteration 24Q: 3 clusters Score -890994.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -890996.687500 Penalty: 4421.387695
	Iteration 25Q: 3 clusters Score -890996.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -891001.437500 Penalty: 4421.387695
	Iteration 26Q: 3 clusters Score -891001.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -891009.250000 Penalty: 4421.387695
	Iteration 27Q: 3 clusters Score -891009.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -891013.000000 Penalty: 4421.387695
	Iteration 28Q: 3 clusters Score -891013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -891018.937500 Penalty: 4421.387695
	Iteration 29Q: 3 clusters Score -891018.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -891023.500000 Penalty: 4421.387695
	Iteration 30Q: 3 clusters Score -891023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -891023.875000 Penalty: 4421.387695
	Iteration 31Q: 3 clusters Score -891023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -891025.125000 Penalty: 4421.387695
	Iteration 32Q: 3 clusters Score -891025.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -891028.875000 Penalty: 4421.387695
	Iteration 33Q: 3 clusters Score -891028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -891029.625000 Penalty: 4421.387695
	Iteration 34Q: 3 clusters Score -891029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -891031.875000 Penalty: 4421.387695
	Iteration 35Q: 3 clusters Score -891031.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -891031.937500 Penalty: 4421.387695
	Iteration 36Q: 3 clusters Score -891031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -891036.375000 Penalty: 4421.387695
	Iteration 37Q: 3 clusters Score -891036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -891037.687500 Penalty: 4421.387695
	Iteration 38Q: 3 clusters Score -891037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -891036.375000 Penalty: 4421.387695
	Iteration 39Q: 3 clusters Score -891036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -891037.437500 Penalty: 4421.387695
	Iteration 40F: 3 clusters Score -891037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -891040.437500 Penalty: 4421.387695
	Iteration 41Q: 3 clusters Score -891040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -891040.375000 Penalty: 4421.387695
	Iteration 42Q: 3 clusters Score -891040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -891039.312500 Penalty: 4421.387695
	Iteration 43Q: 3 clusters Score -891039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -891040.750000 Penalty: 4421.387695
	Iteration 44Q: 3 clusters Score -891040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -891039.250000 Penalty: 4421.387695
	Iteration 45Q: 3 clusters Score -891039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -891041.250000 Penalty: 4421.387695
	Iteration 46Q: 3 clusters Score -891041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -891044.187500 Penalty: 4421.387695
	Iteration 47Q: 3 clusters Score -891044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -891044.187500 Penalty: 4421.387695
	Iteration 48F: 3 clusters Score -891044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Entering Unmasked Estep 
Score: -1398080.125000 Penalty: 2335.120605
	Iteration 0F: 2 clusters Score -1398080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1388983.125000 Penalty: 4670.241211
	Iteration 0F: 3 clusters Score -1388983 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1391872.750000 Penalty: 4670.241211
	Iteration 1F: 3 clusters Score -1391873 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1392339.375000 Penalty: 4670.241211
	Iteration 2F: 3 clusters Score -1392339 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1392743.625000 Penalty: 4670.241211
	Iteration 3F: 3 clusters Score -1392744 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1393150.375000 Penalty: 4670.241211
	Iteration 4F: 3 clusters Score -1393150 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1393580.625000 Penalty: 4670.241211
	Iteration 5Q: 3 clusters Score -1393581 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1393989.250000 Penalty: 4670.241211
	Iteration 6F: 3 clusters Score -1393989 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1394366.750000 Penalty: 4670.241211
	Iteration 7Q: 3 clusters Score -1394367 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1394730.500000 Penalty: 4670.241211
	Iteration 8Q: 3 clusters Score -1394730 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1395035.000000 Penalty: 4670.241211
	Iteration 9Q: 3 clusters Score -1395035 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1395334.875000 Penalty: 4670.241211
	Iteration 10Q: 3 clusters Score -1395335 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1395609.375000 Penalty: 4670.241211
	Iteration 11Q: 3 clusters Score -1395609 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1395848.625000 Penalty: 4670.241211
	Iteration 12Q: 3 clusters Score -1395849 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1396046.250000 Penalty: 4670.241211
	Iteration 13Q: 3 clusters Score -1396046 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1396216.125000 Penalty: 4670.241211
	Iteration 14Q: 3 clusters Score -1396216 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1396342.875000 Penalty: 4670.241211
	Iteration 15Q: 3 clusters Score -1396343 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1396454.750000 Penalty: 4670.241211
	Iteration 16Q: 3 clusters Score -1396455 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1396528.875000 Penalty: 4670.241211
	Iteration 17Q: 3 clusters Score -1396529 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1396584.500000 Penalty: 4670.241211
	Iteration 18Q: 3 clusters Score -1396584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1396609.875000 Penalty: 4670.241211
	Iteration 19Q: 3 clusters Score -1396610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1396623.500000 Penalty: 4670.241211
	Iteration 20F: 3 clusters Score -1396624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1396632.125000 Penalty: 4670.241211
	Iteration 21Q: 3 clusters Score -1396632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1396643.125000 Penalty: 4670.241211
	Iteration 22Q: 3 clusters Score -1396643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1396648.250000 Penalty: 4670.241211
	Iteration 23Q: 3 clusters Score -1396648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1396657.125000 Penalty: 4670.241211
	Iteration 24Q: 3 clusters Score -1396657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1396664.375000 Penalty: 4670.241211
	Iteration 25Q: 3 clusters Score -1396664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1396666.000000 Penalty: 4670.241211
	Iteration 26Q: 3 clusters Score -1396666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1396671.250000 Penalty: 4670.241211
	Iteration 27Q: 3 clusters Score -1396671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1396673.000000 Penalty: 4670.241211
	Iteration 28Q: 3 clusters Score -1396673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1396680.375000 Penalty: 4670.241211
	Iteration 29Q: 3 clusters Score -1396680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1396687.250000 Penalty: 4670.241211
	Iteration 30Q: 3 clusters Score -1396687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1396688.375000 Penalty: 4670.241211
	Iteration 31Q: 3 clusters Score -1396688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1396689.625000 Penalty: 4670.241211
	Iteration 32Q: 3 clusters Score -1396690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1396687.750000 Penalty: 4670.241211
	Iteration 33Q: 3 clusters Score -1396688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1396691.125000 Penalty: 4670.241211
	Iteration 34Q: 3 clusters Score -1396691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1396691.250000 Penalty: 4670.241211
	Iteration 35Q: 3 clusters Score -1396691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1396694.000000 Penalty: 4670.241211
	Iteration 36Q: 3 clusters Score -1396694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1396694.000000 Penalty: 4670.241211
	Iteration 37F: 3 clusters Score -1396694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Entering Unmasked Estep 
Score: -13052167.000000 Penalty: 2873.274902
	Iteration 0F: 2 clusters Score -1.305217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -12979932.000000 Penalty: 5746.549805
	Iteration 0F: 3 clusters Score -1.297993e+07 nChanged 50956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -13009337.000000 Penalty: 5746.549805
	Iteration 1F: 3 clusters Score -1.300934e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -13010100.000000 Penalty: 5746.549805
	Iteration 2Q: 3 clusters Score -1.30101e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -13011106.000000 Penalty: 5746.549805
	Iteration 3Q: 3 clusters Score -1.301111e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -13012372.000000 Penalty: 5746.549805
	Iteration 4Q: 3 clusters Score -1.301237e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -13013842.000000 Penalty: 5746.549805
	Iteration 5Q: 3 clusters Score -1.301384e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -13015901.000000 Penalty: 5746.549805
	Iteration 6Q: 3 clusters Score -1.30159e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -13019147.000000 Penalty: 5746.549805
	Iteration 7F: 3 clusters Score -1.301915e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -13023854.000000 Penalty: 5746.549805
	Iteration 8F: 3 clusters Score -1.302385e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -13029930.000000 Penalty: 5746.549805
	Iteration 9F: 3 clusters Score -1.302993e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -13036509.000000 Penalty: 5746.549805
	Iteration 10F: 3 clusters Score -1.303651e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -13042016.000000 Penalty: 5746.549805
	Iteration 11F: 3 clusters Score -1.304202e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -13045704.000000 Penalty: 5746.549805
	Iteration 12Q: 3 clusters Score -1.30457e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -13047920.000000 Penalty: 5746.549805
	Iteration 13Q: 3 clusters Score -1.304792e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -13049283.000000 Penalty: 5746.549805
	Iteration 14Q: 3 clusters Score -1.304928e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104046 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -13049829.000000 Penalty: 5746.549805
	Iteration 15Q: 3 clusters Score -1.304983e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104141 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -13050135.000000 Penalty: 5746.549805
	Iteration 16Q: 3 clusters Score -1.305014e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -13050259.000000 Penalty: 5746.549805
	Iteration 17Q: 3 clusters Score -1.305026e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104162 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -13050376.000000 Penalty: 5746.549805
	Iteration 18Q: 3 clusters Score -1.305038e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -13050460.000000 Penalty: 5746.549805
	Iteration 19Q: 3 clusters Score -1.305046e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -13050541.000000 Penalty: 5746.549805
	Iteration 20F: 3 clusters Score -1.305054e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104009 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -13050606.000000 Penalty: 5746.549805
	Iteration 21Q: 3 clusters Score -1.305061e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103927 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -13050652.000000 Penalty: 5746.549805
	Iteration 22Q: 3 clusters Score -1.305065e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13050793.000000 Penalty: 5746.549805
	Iteration 23Q: 3 clusters Score -1.305079e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -13050844.000000 Penalty: 5746.549805
	Iteration 24Q: 3 clusters Score -1.305084e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -13050863.000000 Penalty: 5746.549805
	Iteration 25Q: 3 clusters Score -1.305086e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -13050888.000000 Penalty: 5746.549805
	Iteration 26Q: 3 clusters Score -1.305089e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -13050964.000000 Penalty: 5746.549805
	Iteration 27Q: 3 clusters Score -1.305096e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -13051003.000000 Penalty: 5746.549805
	Iteration 28Q: 3 clusters Score -1.3051e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103430 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -13051012.000000 Penalty: 5746.549805
	Iteration 29Q: 3 clusters Score -1.305101e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -13051018.000000 Penalty: 5746.549805
	Iteration 30Q: 3 clusters Score -1.305102e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -13051034.000000 Penalty: 5746.549805
	Iteration 31Q: 3 clusters Score -1.305103e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -13051047.000000 Penalty: 5746.549805
	Iteration 32Q: 3 clusters Score -1.305105e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103166 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -13051035.000000 Penalty: 5746.549805
	Iteration 33Q: 3 clusters Score -1.305104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -13051019.000000 Penalty: 5746.549805
	Iteration 34Q: 3 clusters Score -1.305102e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13051043.000000 Penalty: 5746.549805
	Iteration 35Q: 3 clusters Score -1.305104e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -13051042.000000 Penalty: 5746.549805
	Iteration 36Q: 3 clusters Score -1.305104e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -13051060.000000 Penalty: 5746.549805
	Iteration 37Q: 3 clusters Score -1.305106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102934 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -13051048.000000 Penalty: 5746.549805
	Iteration 38Q: 3 clusters Score -1.305105e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -13051101.000000 Penalty: 5746.549805
	Iteration 39Q: 3 clusters Score -1.30511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -13051102.000000 Penalty: 5746.549805
	Iteration 40F: 3 clusters Score -1.30511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -13051106.000000 Penalty: 5746.549805
	Iteration 41Q: 3 clusters Score -1.305111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -13051096.000000 Penalty: 5746.549805
	Iteration 42Q: 3 clusters Score -1.30511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -13051112.000000 Penalty: 5746.549805
	Iteration 43Q: 3 clusters Score -1.305111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -13051133.000000 Penalty: 5746.549805
	Iteration 44Q: 3 clusters Score -1.305113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -13051122.000000 Penalty: 5746.549805
	Iteration 45Q: 3 clusters Score -1.305112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -13051122.000000 Penalty: 5746.549805
	Iteration 46Q: 3 clusters Score -1.305112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -13051126.000000 Penalty: 5746.549805
	Iteration 47Q: 3 clusters Score -1.305113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -13051130.000000 Penalty: 5746.549805
	Iteration 48Q: 3 clusters Score -1.305113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -13051138.000000 Penalty: 5746.549805
	Iteration 49Q: 3 clusters Score -1.305114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -13051145.000000 Penalty: 5746.549805
	Iteration 50Q: 3 clusters Score -1.305114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -13051152.000000 Penalty: 5746.549805
	Iteration 51Q: 3 clusters Score -1.305115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -13051163.000000 Penalty: 5746.549805
	Iteration 52Q: 3 clusters Score -1.305116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -13051179.000000 Penalty: 5746.549805
	Iteration 53Q: 3 clusters Score -1.305118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -13051194.000000 Penalty: 5746.549805
	Iteration 54Q: 3 clusters Score -1.305119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -13051196.000000 Penalty: 5746.549805
	Iteration 55Q: 3 clusters Score -1.30512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -13051191.000000 Penalty: 5746.549805
	Iteration 56Q: 3 clusters Score -1.305119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -13051171.000000 Penalty: 5746.549805
	Iteration 57Q: 3 clusters Score -1.305117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -13051175.000000 Penalty: 5746.549805
	Iteration 58Q: 3 clusters Score -1.305118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13051161.000000 Penalty: 5746.549805
	Iteration 59Q: 3 clusters Score -1.305116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -13051150.000000 Penalty: 5746.549805
	Iteration 60F: 3 clusters Score -1.305115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102437 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -13051171.000000 Penalty: 5746.549805
	Iteration 61Q: 3 clusters Score -1.305117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -13051175.000000 Penalty: 5746.549805
	Iteration 62Q: 3 clusters Score -1.305118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -13051176.000000 Penalty: 5746.549805
	Iteration 63Q: 3 clusters Score -1.305118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -13051171.000000 Penalty: 5746.549805
	Iteration 64Q: 3 clusters Score -1.305117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -13051176.000000 Penalty: 5746.549805
	Iteration 65Q: 3 clusters Score -1.305118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -13051176.000000 Penalty: 5746.549805
	Iteration 66Q: 3 clusters Score -1.305118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102368 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -13051194.000000 Penalty: 5746.549805
	Iteration 67Q: 3 clusters Score -1.305119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -13051181.000000 Penalty: 5746.549805
	Iteration 68Q: 3 clusters Score -1.305118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -13051190.000000 Penalty: 5746.549805
	Iteration 69Q: 3 clusters Score -1.305119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -13051192.000000 Penalty: 5746.549805
	Iteration 70Q: 3 clusters Score -1.305119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -13051199.000000 Penalty: 5746.549805
	Iteration 71Q: 3 clusters Score -1.30512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102337 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -13051198.000000 Penalty: 5746.549805
	Iteration 72Q: 3 clusters Score -1.30512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -13051194.000000 Penalty: 5746.549805
	Iteration 73Q: 3 clusters Score -1.305119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -13051197.000000 Penalty: 5746.549805
	Iteration 74Q: 3 clusters Score -1.30512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -13051197.000000 Penalty: 5746.549805
	Iteration 75Q: 3 clusters Score -1.30512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -13051195.000000 Penalty: 5746.549805
	Iteration 76Q: 3 clusters Score -1.30512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102325 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13051203.000000 Penalty: 5746.549805
	Iteration 77Q: 3 clusters Score -1.30512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -13051205.000000 Penalty: 5746.549805
	Iteration 78Q: 3 clusters Score -1.30512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -13051204.000000 Penalty: 5746.549805
	Iteration 79Q: 3 clusters Score -1.30512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -13051201.000000 Penalty: 5746.549805
	Iteration 80F: 3 clusters Score -1.30512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102309 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -13051194.000000 Penalty: 5746.549805
	Iteration 81Q: 3 clusters Score -1.305119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -13051197.000000 Penalty: 5746.549805
	Iteration 82Q: 3 clusters Score -1.30512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -13051190.000000 Penalty: 5746.549805
	Iteration 83Q: 3 clusters Score -1.305119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -13051189.000000 Penalty: 5746.549805
	Iteration 84Q: 3 clusters Score -1.305119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -13051193.000000 Penalty: 5746.549805
	Iteration 85Q: 3 clusters Score -1.305119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -13051206.000000 Penalty: 5746.549805
	Iteration 86Q: 3 clusters Score -1.305121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -13051206.000000 Penalty: 5746.549805
	Iteration 87F: 3 clusters Score -1.305121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Entering Unmasked Estep 
Score: -6686834.000000 Penalty: 2703.747070
	Iteration 0F: 2 clusters Score -6686834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -6650384.500000 Penalty: 5407.494141
	Iteration 0F: 3 clusters Score -6650384 nChanged 25229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6664594.500000 Penalty: 5407.494141
	Iteration 1F: 3 clusters Score -6664594 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -6665234.500000 Penalty: 5407.494141
	Iteration 2Q: 3 clusters Score -6665234 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -6665974.000000 Penalty: 5407.494141
	Iteration 3Q: 3 clusters Score -6665974 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -6666760.000000 Penalty: 5407.494141
	Iteration 4Q: 3 clusters Score -6666760 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -6667808.500000 Penalty: 5407.494141
	Iteration 5Q: 3 clusters Score -6667808 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -6669048.500000 Penalty: 5407.494141
	Iteration 6F: 3 clusters Score -6669048 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -6670500.000000 Penalty: 5407.494141
	Iteration 7F: 3 clusters Score -6670500 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -6671967.500000 Penalty: 5407.494141
	Iteration 8F: 3 clusters Score -6671968 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -6673462.500000 Penalty: 5407.494141
	Iteration 9F: 3 clusters Score -6673462 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -6674803.500000 Penalty: 5407.494141
	Iteration 10Q: 3 clusters Score -6674804 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -6676162.000000 Penalty: 5407.494141
	Iteration 11Q: 3 clusters Score -6676162 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -6677567.000000 Penalty: 5407.494141
	Iteration 12Q: 3 clusters Score -6677567 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6679053.500000 Penalty: 5407.494141
	Iteration 13Q: 3 clusters Score -6679054 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -6680555.500000 Penalty: 5407.494141
	Iteration 14Q: 3 clusters Score -6680556 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6681887.500000 Penalty: 5407.494141
	Iteration 15Q: 3 clusters Score -6681888 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6682861.000000 Penalty: 5407.494141
	Iteration 16Q: 3 clusters Score -6682861 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6683527.500000 Penalty: 5407.494141
	Iteration 17Q: 3 clusters Score -6683528 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6683878.000000 Penalty: 5407.494141
	Iteration 18Q: 3 clusters Score -6683878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6684050.000000 Penalty: 5407.494141
	Iteration 19Q: 3 clusters Score -6684050 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6684176.000000 Penalty: 5407.494141
	Iteration 20F: 3 clusters Score -6684176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6684293.500000 Penalty: 5407.494141
	Iteration 21Q: 3 clusters Score -6684294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6684349.500000 Penalty: 5407.494141
	Iteration 22Q: 3 clusters Score -6684350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6684383.000000 Penalty: 5407.494141
	Iteration 23Q: 3 clusters Score -6684383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6684405.500000 Penalty: 5407.494141
	Iteration 24Q: 3 clusters Score -6684406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6684449.000000 Penalty: 5407.494141
	Iteration 25Q: 3 clusters Score -6684449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6684455.000000 Penalty: 5407.494141
	Iteration 26Q: 3 clusters Score -6684455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6684483.000000 Penalty: 5407.494141
	Iteration 27Q: 3 clusters Score -6684483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6684493.500000 Penalty: 5407.494141
	Iteration 28Q: 3 clusters Score -6684494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6684500.500000 Penalty: 5407.494141
	Iteration 29Q: 3 clusters Score -6684500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6684503.500000 Penalty: 5407.494141
	Iteration 30Q: 3 clusters Score -6684504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6684515.500000 Penalty: 5407.494141
	Iteration 31Q: 3 clusters Score -6684516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6684516.500000 Penalty: 5407.494141
	Iteration 32Q: 3 clusters Score -6684516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6684523.000000 Penalty: 5407.494141
	Iteration 33Q: 3 clusters Score -6684523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6684527.000000 Penalty: 5407.494141
	Iteration 34Q: 3 clusters Score -6684527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6684525.000000 Penalty: 5407.494141
	Iteration 35Q: 3 clusters Score -6684525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6684525.000000 Penalty: 5407.494141
	Iteration 36F: 3 clusters Score -6684525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Entering Unmasked Estep 
Score: -2699876.500000 Penalty: 2476.068115
	Iteration 0F: 2 clusters Score -2699876 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 10777 members 
Entering Unmasked Estep 
Score: -2684707.000000 Penalty: 4952.136230
	Iteration 0F: 3 clusters Score -2684707 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2689830.750000 Penalty: 4952.136230
	Iteration 1F: 3 clusters Score -2689831 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2690368.750000 Penalty: 4952.136230
	Iteration 2F: 3 clusters Score -2690369 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2691007.500000 Penalty: 4952.136230
	Iteration 3F: 3 clusters Score -2691008 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2691881.000000 Penalty: 4952.136230
	Iteration 4F: 3 clusters Score -2691881 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2693061.000000 Penalty: 4952.136230
	Iteration 5F: 3 clusters Score -2693061 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2694393.750000 Penalty: 4952.136230
	Iteration 6F: 3 clusters Score -2694394 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2695564.500000 Penalty: 4952.136230
	Iteration 7F: 3 clusters Score -2695564 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2696541.750000 Penalty: 4952.136230
	Iteration 8F: 3 clusters Score -2696542 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2697354.000000 Penalty: 4952.136230
	Iteration 9Q: 3 clusters Score -2697354 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2697933.750000 Penalty: 4952.136230
	Iteration 10Q: 3 clusters Score -2697934 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2698238.000000 Penalty: 4952.136230
	Iteration 11Q: 3 clusters Score -2698238 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2698358.250000 Penalty: 4952.136230
	Iteration 12Q: 3 clusters Score -2698358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2698419.500000 Penalty: 4952.136230
	Iteration 13Q: 3 clusters Score -2698420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2698438.250000 Penalty: 4952.136230
	Iteration 14Q: 3 clusters Score -2698438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2698448.750000 Penalty: 4952.136230
	Iteration 15Q: 3 clusters Score -2698449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2698464.250000 Penalty: 4952.136230
	Iteration 16Q: 3 clusters Score -2698464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2698465.750000 Penalty: 4952.136230
	Iteration 17Q: 3 clusters Score -2698466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2698470.750000 Penalty: 4952.136230
	Iteration 18Q: 3 clusters Score -2698471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2698481.000000 Penalty: 4952.136230
	Iteration 19Q: 3 clusters Score -2698481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2698477.500000 Penalty: 4952.136230
	Iteration 20F: 3 clusters Score -2698478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2698481.250000 Penalty: 4952.136230
	Iteration 21Q: 3 clusters Score -2698481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2698474.250000 Penalty: 4952.136230
	Iteration 22Q: 3 clusters Score -2698474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2698474.250000 Penalty: 4952.136230
	Iteration 23Q: 3 clusters Score -2698474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2698481.000000 Penalty: 4952.136230
	Iteration 24Q: 3 clusters Score -2698481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2698483.250000 Penalty: 4952.136230
	Iteration 25Q: 3 clusters Score -2698483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2698482.500000 Penalty: 4952.136230
	Iteration 26Q: 3 clusters Score -2698482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2698485.000000 Penalty: 4952.136230
	Iteration 27Q: 3 clusters Score -2698485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2698482.500000 Penalty: 4952.136230
	Iteration 28Q: 3 clusters Score -2698482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2698483.500000 Penalty: 4952.136230
	Iteration 29Q: 3 clusters Score -2698484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2698483.500000 Penalty: 4952.136230
	Iteration 30Q: 3 clusters Score -2698484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2698482.250000 Penalty: 4952.136230
	Iteration 31Q: 3 clusters Score -2698482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2698480.500000 Penalty: 4952.136230
	Iteration 32Q: 3 clusters Score -2698480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2698481.500000 Penalty: 4952.136230
	Iteration 33Q: 3 clusters Score -2698482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2698485.250000 Penalty: 4952.136230
	Iteration 34Q: 3 clusters Score -2698485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2698485.250000 Penalty: 4952.136230
	Iteration 35F: 3 clusters Score -2698485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166467 members 
Entering Unmasked Estep 
Score: -20283668.000000 Penalty: 2981.593018
	Iteration 0F: 2 clusters Score -2.028367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -20173294.000000 Penalty: 5963.186035
	Iteration 0F: 3 clusters Score -2.017329e+07 nChanged 79797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -20220332.000000 Penalty: 5963.186035
	Iteration 1F: 3 clusters Score -2.022033e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -20221382.000000 Penalty: 5963.186035
	Iteration 2Q: 3 clusters Score -2.022138e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -20222710.000000 Penalty: 5963.186035
	Iteration 3Q: 3 clusters Score -2.022271e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -20224708.000000 Penalty: 5963.186035
	Iteration 4Q: 3 clusters Score -2.022471e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -20227028.000000 Penalty: 5963.186035
	Iteration 5Q: 3 clusters Score -2.022703e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -20230412.000000 Penalty: 5963.186035
	Iteration 6Q: 3 clusters Score -2.023041e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -20234786.000000 Penalty: 5963.186035
	Iteration 7F: 3 clusters Score -2.023479e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -20239952.000000 Penalty: 5963.186035
	Iteration 8F: 3 clusters Score -2.023995e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -20244888.000000 Penalty: 5963.186035
	Iteration 9F: 3 clusters Score -2.024489e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -20249222.000000 Penalty: 5963.186035
	Iteration 10F: 3 clusters Score -2.024922e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -20252886.000000 Penalty: 5963.186035
	Iteration 11Q: 3 clusters Score -2.025289e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 111795 members 
Entering Unmasked Estep 
Score: -20256164.000000 Penalty: 5963.186035
	Iteration 12Q: 3 clusters Score -2.025616e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -20259840.000000 Penalty: 5963.186035
	Iteration 13Q: 3 clusters Score -2.025984e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -20263230.000000 Penalty: 5963.186035
	Iteration 14Q: 3 clusters Score -2.026323e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -20266506.000000 Penalty: 5963.186035
	Iteration 15Q: 3 clusters Score -2.026651e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 138047 members 
Entering Unmasked Estep 
Score: -20269850.000000 Penalty: 5963.186035
	Iteration 16Q: 3 clusters Score -2.026985e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 144071 members 
Entering Unmasked Estep 
Score: -20273032.000000 Penalty: 5963.186035
	Iteration 17Q: 3 clusters Score -2.027303e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -20275592.000000 Penalty: 5963.186035
	Iteration 18Q: 3 clusters Score -2.027559e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -20277308.000000 Penalty: 5963.186035
	Iteration 19Q: 3 clusters Score -2.027731e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -20278486.000000 Penalty: 5963.186035
	Iteration 20F: 3 clusters Score -2.027849e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 158895 members 
Entering Unmasked Estep 
Score: -20279396.000000 Penalty: 5963.186035
	Iteration 21Q: 3 clusters Score -2.02794e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -20279990.000000 Penalty: 5963.186035
	Iteration 22Q: 3 clusters Score -2.027999e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 161711 members 
Entering Unmasked Estep 
Score: -20280304.000000 Penalty: 5963.186035
	Iteration 23Q: 3 clusters Score -2.02803e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 162501 members 
Entering Unmasked Estep 
Score: -20280522.000000 Penalty: 5963.186035
	Iteration 24Q: 3 clusters Score -2.028052e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -20280768.000000 Penalty: 5963.186035
	Iteration 25Q: 3 clusters Score -2.028077e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -20280880.000000 Penalty: 5963.186035
	Iteration 26Q: 3 clusters Score -2.028088e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -20280978.000000 Penalty: 5963.186035
	Iteration 27Q: 3 clusters Score -2.028098e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -20281038.000000 Penalty: 5963.186035
	Iteration 28Q: 3 clusters Score -2.028104e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 164064 members 
Entering Unmasked Estep 
Score: -20281104.000000 Penalty: 5963.186035
	Iteration 29Q: 3 clusters Score -2.02811e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 164197 members 
Entering Unmasked Estep 
Score: -20281130.000000 Penalty: 5963.186035
	Iteration 30Q: 3 clusters Score -2.028113e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 164312 members 
Entering Unmasked Estep 
Score: -20281150.000000 Penalty: 5963.186035
	Iteration 31Q: 3 clusters Score -2.028115e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -20281170.000000 Penalty: 5963.186035
	Iteration 32Q: 3 clusters Score -2.028117e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 164442 members 
Entering Unmasked Estep 
Score: -20281204.000000 Penalty: 5963.186035
	Iteration 33Q: 3 clusters Score -2.02812e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -20281240.000000 Penalty: 5963.186035
	Iteration 34Q: 3 clusters Score -2.028124e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 164563 members 
Entering Unmasked Estep 
Score: -20281270.000000 Penalty: 5963.186035
	Iteration 35Q: 3 clusters Score -2.028127e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 164608 members 
Entering Unmasked Estep 
Score: -20281266.000000 Penalty: 5963.186035
	Iteration 36Q: 3 clusters Score -2.028127e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 164657 members 
Entering Unmasked Estep 
Score: -20281308.000000 Penalty: 5963.186035
	Iteration 37Q: 3 clusters Score -2.028131e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 164691 members 
Entering Unmasked Estep 
Score: -20281318.000000 Penalty: 5963.186035
	Iteration 38Q: 3 clusters Score -2.028132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -20281312.000000 Penalty: 5963.186035
	Iteration 39Q: 3 clusters Score -2.028131e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 164740 members 
Entering Unmasked Estep 
Score: -20281294.000000 Penalty: 5963.186035
	Iteration 40F: 3 clusters Score -2.028129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 164770 members 
Entering Unmasked Estep 
Score: -20281322.000000 Penalty: 5963.186035
	Iteration 41Q: 3 clusters Score -2.028132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -20281334.000000 Penalty: 5963.186035
	Iteration 42Q: 3 clusters Score -2.028133e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 164829 members 
Entering Unmasked Estep 
Score: -20281340.000000 Penalty: 5963.186035
	Iteration 43Q: 3 clusters Score -2.028134e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -20281326.000000 Penalty: 5963.186035
	Iteration 44Q: 3 clusters Score -2.028133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 164866 members 
Entering Unmasked Estep 
Score: -20281326.000000 Penalty: 5963.186035
	Iteration 45Q: 3 clusters Score -2.028133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -20281334.000000 Penalty: 5963.186035
	Iteration 46Q: 3 clusters Score -2.028133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 164887 members 
Entering Unmasked Estep 
Score: -20281338.000000 Penalty: 5963.186035
	Iteration 47Q: 3 clusters Score -2.028134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -20281344.000000 Penalty: 5963.186035
	Iteration 48Q: 3 clusters Score -2.028134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 164897 members 
Entering Unmasked Estep 
Score: -20281354.000000 Penalty: 5963.186035
	Iteration 49Q: 3 clusters Score -2.028135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -20281370.000000 Penalty: 5963.186035
	Iteration 50Q: 3 clusters Score -2.028137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 164909 members 
Entering Unmasked Estep 
Score: -20281342.000000 Penalty: 5963.186035
	Iteration 51Q: 3 clusters Score -2.028134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -20281340.000000 Penalty: 5963.186035
	Iteration 52Q: 3 clusters Score -2.028134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 164918 members 
Entering Unmasked Estep 
Score: -20281352.000000 Penalty: 5963.186035
	Iteration 53Q: 3 clusters Score -2.028135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -20281334.000000 Penalty: 5963.186035
	Iteration 54Q: 3 clusters Score -2.028133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 164923 members 
Entering Unmasked Estep 
Score: -20281340.000000 Penalty: 5963.186035
	Iteration 55Q: 3 clusters Score -2.028134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -20281340.000000 Penalty: 5963.186035
	Iteration 56Q: 3 clusters Score -2.028134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 164925 members 
Entering Unmasked Estep 
Score: -20281344.000000 Penalty: 5963.186035
	Iteration 57Q: 3 clusters Score -2.028134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -20281352.000000 Penalty: 5963.186035
	Iteration 58Q: 3 clusters Score -2.028135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -20281352.000000 Penalty: 5963.186035
	Iteration 59F: 3 clusters Score -2.028135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -58570.792969 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -58570.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57048.425781 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57048.43 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57419.160156 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -57419.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57687.609375 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -57687.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57894.347656 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -57894.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58100.265625 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -58100.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58335.359375 Penalty: 3165.380615
	Iteration 5F: 3 clusters Score -58335.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58658.457031 Penalty: 3165.380615
	Iteration 6F: 3 clusters Score -58658.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58859.902344 Penalty: 3165.380615
	Iteration 7F: 3 clusters Score -58859.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59149.371094 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59149.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59359.816406 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59359.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59373.023438 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59373.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59397.906250 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59397.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59406.023438 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59406.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59407.953125 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -59407.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59407.953125 Penalty: 3165.380615
	Iteration 14F: 3 clusters Score -59407.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 45029 members 
Mstep: Class 4 contains 209714 members 
Mstep: Class 5 contains 29610 members 
Mstep: Class 6 contains 20350 members 
Mstep: Class 7 contains 7436 members 
Mstep: Class 8 contains 12281 members 
Mstep: Class 9 contains 107558 members 
Mstep: Class 10 contains 54296 members 
Mstep: Class 11 contains 21680 members 
Mstep: Class 12 contains 166467 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 10253 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 17 contains 17521 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 11446 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 201608 members 
Mstep: Class 25 contains 5278 members 
Mstep: Class 26 contains 32468 members 
Mstep: Class 27 contains 19153 members 
Mstep: Class 28 contains 375 members 
Entering Unmasked Estep 
Score: -124173472.000000 Penalty: 96178.070312
Splitting cluster 13 changes total score from -124174256.000000 to -124173472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -585771.812500 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -585771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -581369.812500 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -581369.8 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -582432.562500 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -582432.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -582693.312500 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -582693.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -582876.062500 Penalty: 4206.239746
	Iteration 3F: 3 clusters Score -582876.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -583011.375000 Penalty: 4206.239746
	Iteration 4Q: 3 clusters Score -583011.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -583116.750000 Penalty: 4206.239746
	Iteration 5Q: 3 clusters Score -583116.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -583194.187500 Penalty: 4206.239746
	Iteration 6Q: 3 clusters Score -583194.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -583247.437500 Penalty: 4206.239746
	Iteration 7Q: 3 clusters Score -583247.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -583294.437500 Penalty: 4206.239746
	Iteration 8Q: 3 clusters Score -583294.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -583334.875000 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -583334.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -583380.250000 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -583380.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -583431.562500 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -583431.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -583481.625000 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -583481.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -583525.625000 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -583525.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -583554.750000 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -583554.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -583578.562500 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -583578.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -583601.812500 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -583601.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -583627.562500 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -583627.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -583652.812500 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -583652.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -583673.500000 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -583673.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -583697.937500 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -583697.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -583717.062500 Penalty: 4206.239746
	Iteration 21Q: 3 clusters Score -583717.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -583730.062500 Penalty: 4206.239746
	Iteration 22Q: 3 clusters Score -583730.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -583737.500000 Penalty: 4206.239746
	Iteration 23Q: 3 clusters Score -583737.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -583747.375000 Penalty: 4206.239746
	Iteration 24Q: 3 clusters Score -583747.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -583761.937500 Penalty: 4206.239746
	Iteration 25Q: 3 clusters Score -583761.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -583772.375000 Penalty: 4206.239746
	Iteration 26Q: 3 clusters Score -583772.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -583786.125000 Penalty: 4206.239746
	Iteration 27Q: 3 clusters Score -583786.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -583797.687500 Penalty: 4206.239746
	Iteration 28Q: 3 clusters Score -583797.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -583811.562500 Penalty: 4206.239746
	Iteration 29Q: 3 clusters Score -583811.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -583825.312500 Penalty: 4206.239746
	Iteration 30Q: 3 clusters Score -583825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -583838.062500 Penalty: 4206.239746
	Iteration 31Q: 3 clusters Score -583838.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -583846.875000 Penalty: 4206.239746
	Iteration 32Q: 3 clusters Score -583846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -583852.187500 Penalty: 4206.239746
	Iteration 33Q: 3 clusters Score -583852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -583854.000000 Penalty: 4206.239746
	Iteration 34Q: 3 clusters Score -583854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -583857.375000 Penalty: 4206.239746
	Iteration 35Q: 3 clusters Score -583857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -583858.062500 Penalty: 4206.239746
	Iteration 36Q: 3 clusters Score -583858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -583857.937500 Penalty: 4206.239746
	Iteration 37Q: 3 clusters Score -583857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -583857.937500 Penalty: 4206.239746
	Iteration 38F: 3 clusters Score -583857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Entering Unmasked Estep 
Score: -1232826.625000 Penalty: 2290.360840
	Iteration 0F: 2 clusters Score -1232827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1224971.750000 Penalty: 4580.721680
	Iteration 0F: 3 clusters Score -1224972 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1227122.125000 Penalty: 4580.721680
	Iteration 1F: 3 clusters Score -1227122 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1227414.000000 Penalty: 4580.721680
	Iteration 2F: 3 clusters Score -1227414 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1227650.000000 Penalty: 4580.721680
	Iteration 3F: 3 clusters Score -1227650 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1227851.250000 Penalty: 4580.721680
	Iteration 4Q: 3 clusters Score -1227851 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1228037.750000 Penalty: 4580.721680
	Iteration 5Q: 3 clusters Score -1228038 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1228178.500000 Penalty: 4580.721680
	Iteration 6Q: 3 clusters Score -1228178 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1228304.625000 Penalty: 4580.721680
	Iteration 7Q: 3 clusters Score -1228305 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1228423.125000 Penalty: 4580.721680
	Iteration 8Q: 3 clusters Score -1228423 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1228533.125000 Penalty: 4580.721680
	Iteration 9Q: 3 clusters Score -1228533 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1228662.750000 Penalty: 4580.721680
	Iteration 10Q: 3 clusters Score -1228663 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1228800.375000 Penalty: 4580.721680
	Iteration 11Q: 3 clusters Score -1228800 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1228999.500000 Penalty: 4580.721680
	Iteration 12Q: 3 clusters Score -1229000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1229206.875000 Penalty: 4580.721680
	Iteration 13Q: 3 clusters Score -1229207 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1229427.750000 Penalty: 4580.721680
	Iteration 14Q: 3 clusters Score -1229428 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1229658.250000 Penalty: 4580.721680
	Iteration 15Q: 3 clusters Score -1229658 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1229822.875000 Penalty: 4580.721680
	Iteration 16Q: 3 clusters Score -1229823 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1229968.625000 Penalty: 4580.721680
	Iteration 17Q: 3 clusters Score -1229969 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1230079.750000 Penalty: 4580.721680
	Iteration 18Q: 3 clusters Score -1230080 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1230181.625000 Penalty: 4580.721680
	Iteration 19Q: 3 clusters Score -1230182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1230277.125000 Penalty: 4580.721680
	Iteration 20F: 3 clusters Score -1230277 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1230368.125000 Penalty: 4580.721680
	Iteration 21Q: 3 clusters Score -1230368 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1230434.000000 Penalty: 4580.721680
	Iteration 22Q: 3 clusters Score -1230434 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1230511.125000 Penalty: 4580.721680
	Iteration 23Q: 3 clusters Score -1230511 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1230592.125000 Penalty: 4580.721680
	Iteration 24Q: 3 clusters Score -1230592 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1230708.750000 Penalty: 4580.721680
	Iteration 25Q: 3 clusters Score -1230709 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1230855.875000 Penalty: 4580.721680
	Iteration 26Q: 3 clusters Score -1230856 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1231075.250000 Penalty: 4580.721680
	Iteration 27Q: 3 clusters Score -1231075 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1231378.500000 Penalty: 4580.721680
	Iteration 28Q: 3 clusters Score -1231378 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1231693.875000 Penalty: 4580.721680
	Iteration 29Q: 3 clusters Score -1231694 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1231939.125000 Penalty: 4580.721680
	Iteration 30Q: 3 clusters Score -1231939 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1232047.625000 Penalty: 4580.721680
	Iteration 31Q: 3 clusters Score -1232048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1232089.125000 Penalty: 4580.721680
	Iteration 32Q: 3 clusters Score -1232089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1232116.000000 Penalty: 4580.721680
	Iteration 33Q: 3 clusters Score -1232116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1232126.875000 Penalty: 4580.721680
	Iteration 34Q: 3 clusters Score -1232127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1232132.875000 Penalty: 4580.721680
	Iteration 35Q: 3 clusters Score -1232133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1232139.875000 Penalty: 4580.721680
	Iteration 36Q: 3 clusters Score -1232140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1232144.250000 Penalty: 4580.721680
	Iteration 37Q: 3 clusters Score -1232144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1232146.500000 Penalty: 4580.721680
	Iteration 38Q: 3 clusters Score -1232146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1232150.500000 Penalty: 4580.721680
	Iteration 39Q: 3 clusters Score -1232150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1232153.125000 Penalty: 4580.721680
	Iteration 40F: 3 clusters Score -1232153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1232154.125000 Penalty: 4580.721680
	Iteration 41Q: 3 clusters Score -1232154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1232159.500000 Penalty: 4580.721680
	Iteration 42Q: 3 clusters Score -1232160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1232160.375000 Penalty: 4580.721680
	Iteration 43Q: 3 clusters Score -1232160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1232160.500000 Penalty: 4580.721680
	Iteration 44Q: 3 clusters Score -1232160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1232163.875000 Penalty: 4580.721680
	Iteration 45Q: 3 clusters Score -1232164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1232169.125000 Penalty: 4580.721680
	Iteration 46Q: 3 clusters Score -1232169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1232171.750000 Penalty: 4580.721680
	Iteration 47Q: 3 clusters Score -1232172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1232175.375000 Penalty: 4580.721680
	Iteration 48Q: 3 clusters Score -1232175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1232176.750000 Penalty: 4580.721680
	Iteration 49Q: 3 clusters Score -1232177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1232176.375000 Penalty: 4580.721680
	Iteration 50Q: 3 clusters Score -1232176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1232179.000000 Penalty: 4580.721680
	Iteration 51Q: 3 clusters Score -1232179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1232182.375000 Penalty: 4580.721680
	Iteration 52Q: 3 clusters Score -1232182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1232183.250000 Penalty: 4580.721680
	Iteration 53Q: 3 clusters Score -1232183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1232183.250000 Penalty: 4580.721680
	Iteration 54Q: 3 clusters Score -1232183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1232181.875000 Penalty: 4580.721680
	Iteration 55Q: 3 clusters Score -1232182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1232183.125000 Penalty: 4580.721680
	Iteration 56Q: 3 clusters Score -1232183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1232186.750000 Penalty: 4580.721680
	Iteration 57Q: 3 clusters Score -1232187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1232186.750000 Penalty: 4580.721680
	Iteration 58F: 3 clusters Score -1232187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Entering Unmasked Estep 
Score: -1816955.250000 Penalty: 2386.695801
	Iteration 0F: 2 clusters Score -1816955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1805909.500000 Penalty: 4773.391602
	Iteration 0F: 3 clusters Score -1805910 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1809447.875000 Penalty: 4773.391602
	Iteration 1F: 3 clusters Score -1809448 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1809881.500000 Penalty: 4773.391602
	Iteration 2F: 3 clusters Score -1809882 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1810234.750000 Penalty: 4773.391602
	Iteration 3F: 3 clusters Score -1810235 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1810510.500000 Penalty: 4773.391602
	Iteration 4Q: 3 clusters Score -1810510 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1810770.000000 Penalty: 4773.391602
	Iteration 5Q: 3 clusters Score -1810770 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1811053.875000 Penalty: 4773.391602
	Iteration 6Q: 3 clusters Score -1811054 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1811401.875000 Penalty: 4773.391602
	Iteration 7Q: 3 clusters Score -1811402 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1811827.625000 Penalty: 4773.391602
	Iteration 8Q: 3 clusters Score -1811828 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1812296.875000 Penalty: 4773.391602
	Iteration 9Q: 3 clusters Score -1812297 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1812748.625000 Penalty: 4773.391602
	Iteration 10Q: 3 clusters Score -1812749 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1813187.625000 Penalty: 4773.391602
	Iteration 11Q: 3 clusters Score -1813188 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1813590.250000 Penalty: 4773.391602
	Iteration 12Q: 3 clusters Score -1813590 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1813922.125000 Penalty: 4773.391602
	Iteration 13Q: 3 clusters Score -1813922 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1814217.750000 Penalty: 4773.391602
	Iteration 14Q: 3 clusters Score -1814218 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1814508.250000 Penalty: 4773.391602
	Iteration 15Q: 3 clusters Score -1814508 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1814767.875000 Penalty: 4773.391602
	Iteration 16Q: 3 clusters Score -1814768 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1814979.375000 Penalty: 4773.391602
	Iteration 17Q: 3 clusters Score -1814979 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1815131.000000 Penalty: 4773.391602
	Iteration 18Q: 3 clusters Score -1815131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1815225.750000 Penalty: 4773.391602
	Iteration 19Q: 3 clusters Score -1815226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1815287.625000 Penalty: 4773.391602
	Iteration 20F: 3 clusters Score -1815288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1815332.375000 Penalty: 4773.391602
	Iteration 21Q: 3 clusters Score -1815332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1815362.875000 Penalty: 4773.391602
	Iteration 22Q: 3 clusters Score -1815363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1815396.875000 Penalty: 4773.391602
	Iteration 23Q: 3 clusters Score -1815397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1815414.125000 Penalty: 4773.391602
	Iteration 24Q: 3 clusters Score -1815414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1815446.875000 Penalty: 4773.391602
	Iteration 25Q: 3 clusters Score -1815447 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1815475.000000 Penalty: 4773.391602
	Iteration 26Q: 3 clusters Score -1815475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1815505.000000 Penalty: 4773.391602
	Iteration 27Q: 3 clusters Score -1815505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1815528.250000 Penalty: 4773.391602
	Iteration 28Q: 3 clusters Score -1815528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1815548.000000 Penalty: 4773.391602
	Iteration 29Q: 3 clusters Score -1815548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1815570.875000 Penalty: 4773.391602
	Iteration 30Q: 3 clusters Score -1815571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1815588.500000 Penalty: 4773.391602
	Iteration 31Q: 3 clusters Score -1815588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1815598.375000 Penalty: 4773.391602
	Iteration 32Q: 3 clusters Score -1815598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1815608.250000 Penalty: 4773.391602
	Iteration 33Q: 3 clusters Score -1815608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1815615.750000 Penalty: 4773.391602
	Iteration 34Q: 3 clusters Score -1815616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1815626.750000 Penalty: 4773.391602
	Iteration 35Q: 3 clusters Score -1815627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1815633.250000 Penalty: 4773.391602
	Iteration 36Q: 3 clusters Score -1815633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1815642.875000 Penalty: 4773.391602
	Iteration 37Q: 3 clusters Score -1815643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1815650.625000 Penalty: 4773.391602
	Iteration 38Q: 3 clusters Score -1815651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1815650.750000 Penalty: 4773.391602
	Iteration 39Q: 3 clusters Score -1815651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1815658.000000 Penalty: 4773.391602
	Iteration 40F: 3 clusters Score -1815658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1815663.250000 Penalty: 4773.391602
	Iteration 41Q: 3 clusters Score -1815663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1815664.125000 Penalty: 4773.391602
	Iteration 42Q: 3 clusters Score -1815664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1815665.000000 Penalty: 4773.391602
	Iteration 43Q: 3 clusters Score -1815665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1815668.875000 Penalty: 4773.391602
	Iteration 44Q: 3 clusters Score -1815669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1815667.625000 Penalty: 4773.391602
	Iteration 45Q: 3 clusters Score -1815668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1815667.750000 Penalty: 4773.391602
	Iteration 46Q: 3 clusters Score -1815668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1815666.625000 Penalty: 4773.391602
	Iteration 47Q: 3 clusters Score -1815667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1815669.750000 Penalty: 4773.391602
	Iteration 48Q: 3 clusters Score -1815670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1815672.000000 Penalty: 4773.391602
	Iteration 49Q: 3 clusters Score -1815672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1815675.375000 Penalty: 4773.391602
	Iteration 50Q: 3 clusters Score -1815675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1815676.500000 Penalty: 4773.391602
	Iteration 51Q: 3 clusters Score -1815676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1815677.750000 Penalty: 4773.391602
	Iteration 52Q: 3 clusters Score -1815678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1815678.500000 Penalty: 4773.391602
	Iteration 53Q: 3 clusters Score -1815678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1815680.125000 Penalty: 4773.391602
	Iteration 54Q: 3 clusters Score -1815680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1815680.750000 Penalty: 4773.391602
	Iteration 55Q: 3 clusters Score -1815681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1815680.000000 Penalty: 4773.391602
	Iteration 56Q: 3 clusters Score -1815680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1815679.625000 Penalty: 4773.391602
	Iteration 57Q: 3 clusters Score -1815680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1815684.500000 Penalty: 4773.391602
	Iteration 58Q: 3 clusters Score -1815684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1815684.500000 Penalty: 4773.391602
	Iteration 59Q: 3 clusters Score -1815684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1815682.250000 Penalty: 4773.391602
	Iteration 60F: 3 clusters Score -1815682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1815681.750000 Penalty: 4773.391602
	Iteration 61Q: 3 clusters Score -1815682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1815681.875000 Penalty: 4773.391602
	Iteration 62Q: 3 clusters Score -1815682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1815684.500000 Penalty: 4773.391602
	Iteration 63Q: 3 clusters Score -1815684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1815685.125000 Penalty: 4773.391602
	Iteration 64Q: 3 clusters Score -1815685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1815686.875000 Penalty: 4773.391602
	Iteration 65Q: 3 clusters Score -1815687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1815687.250000 Penalty: 4773.391602
	Iteration 66Q: 3 clusters Score -1815687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1815684.000000 Penalty: 4773.391602
	Iteration 67Q: 3 clusters Score -1815684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1815686.500000 Penalty: 4773.391602
	Iteration 68Q: 3 clusters Score -1815686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1815685.500000 Penalty: 4773.391602
	Iteration 69Q: 3 clusters Score -1815686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1815685.625000 Penalty: 4773.391602
	Iteration 70Q: 3 clusters Score -1815686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1815685.750000 Penalty: 4773.391602
	Iteration 71Q: 3 clusters Score -1815686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1815688.875000 Penalty: 4773.391602
	Iteration 72Q: 3 clusters Score -1815689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1815691.500000 Penalty: 4773.391602
	Iteration 73Q: 3 clusters Score -1815692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1815691.000000 Penalty: 4773.391602
	Iteration 74Q: 3 clusters Score -1815691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1815692.875000 Penalty: 4773.391602
	Iteration 75Q: 3 clusters Score -1815693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1815691.375000 Penalty: 4773.391602
	Iteration 76Q: 3 clusters Score -1815691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1815690.250000 Penalty: 4773.391602
	Iteration 77Q: 3 clusters Score -1815690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1815690.250000 Penalty: 4773.391602
	Iteration 78F: 3 clusters Score -1815690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Entering Unmasked Estep 
Score: -2090663.625000 Penalty: 2423.246582
	Iteration 0F: 2 clusters Score -2090664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2078159.250000 Penalty: 4846.493164
	Iteration 0F: 3 clusters Score -2078159 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2082252.625000 Penalty: 4846.493164
	Iteration 1F: 3 clusters Score -2082253 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2082682.500000 Penalty: 4846.493164
	Iteration 2F: 3 clusters Score -2082682 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2083073.875000 Penalty: 4846.493164
	Iteration 3F: 3 clusters Score -2083074 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2083472.750000 Penalty: 4846.493164
	Iteration 4Q: 3 clusters Score -2083473 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2083888.375000 Penalty: 4846.493164
	Iteration 5Q: 3 clusters Score -2083888 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2084402.125000 Penalty: 4846.493164
	Iteration 6F: 3 clusters Score -2084402 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2084993.250000 Penalty: 4846.493164
	Iteration 7F: 3 clusters Score -2084993 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2085595.125000 Penalty: 4846.493164
	Iteration 8F: 3 clusters Score -2085595 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2086244.875000 Penalty: 4846.493164
	Iteration 9F: 3 clusters Score -2086245 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2086820.125000 Penalty: 4846.493164
	Iteration 10Q: 3 clusters Score -2086820 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2087334.625000 Penalty: 4846.493164
	Iteration 11Q: 3 clusters Score -2087335 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2087730.375000 Penalty: 4846.493164
	Iteration 12Q: 3 clusters Score -2087730 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2088014.750000 Penalty: 4846.493164
	Iteration 13Q: 3 clusters Score -2088015 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2088193.875000 Penalty: 4846.493164
	Iteration 14Q: 3 clusters Score -2088194 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2088319.500000 Penalty: 4846.493164
	Iteration 15Q: 3 clusters Score -2088320 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2088410.000000 Penalty: 4846.493164
	Iteration 16Q: 3 clusters Score -2088410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2088491.125000 Penalty: 4846.493164
	Iteration 17Q: 3 clusters Score -2088491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2088529.500000 Penalty: 4846.493164
	Iteration 18Q: 3 clusters Score -2088530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2088560.125000 Penalty: 4846.493164
	Iteration 19Q: 3 clusters Score -2088560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2088586.375000 Penalty: 4846.493164
	Iteration 20F: 3 clusters Score -2088586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2088605.875000 Penalty: 4846.493164
	Iteration 21Q: 3 clusters Score -2088606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2088613.500000 Penalty: 4846.493164
	Iteration 22Q: 3 clusters Score -2088614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2088623.375000 Penalty: 4846.493164
	Iteration 23Q: 3 clusters Score -2088623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2088629.375000 Penalty: 4846.493164
	Iteration 24Q: 3 clusters Score -2088629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2088636.125000 Penalty: 4846.493164
	Iteration 25Q: 3 clusters Score -2088636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2088644.750000 Penalty: 4846.493164
	Iteration 26Q: 3 clusters Score -2088645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2088647.625000 Penalty: 4846.493164
	Iteration 27Q: 3 clusters Score -2088648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2088651.000000 Penalty: 4846.493164
	Iteration 28Q: 3 clusters Score -2088651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2088655.500000 Penalty: 4846.493164
	Iteration 29Q: 3 clusters Score -2088656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2088661.000000 Penalty: 4846.493164
	Iteration 30Q: 3 clusters Score -2088661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2088665.875000 Penalty: 4846.493164
	Iteration 31Q: 3 clusters Score -2088666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2088670.500000 Penalty: 4846.493164
	Iteration 32Q: 3 clusters Score -2088670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2088672.875000 Penalty: 4846.493164
	Iteration 33Q: 3 clusters Score -2088673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2088677.625000 Penalty: 4846.493164
	Iteration 34Q: 3 clusters Score -2088678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2088681.250000 Penalty: 4846.493164
	Iteration 35Q: 3 clusters Score -2088681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2088681.500000 Penalty: 4846.493164
	Iteration 36Q: 3 clusters Score -2088682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2088684.375000 Penalty: 4846.493164
	Iteration 37Q: 3 clusters Score -2088684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2088686.750000 Penalty: 4846.493164
	Iteration 38Q: 3 clusters Score -2088687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2088691.000000 Penalty: 4846.493164
	Iteration 39Q: 3 clusters Score -2088691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2088695.625000 Penalty: 4846.493164
	Iteration 40F: 3 clusters Score -2088696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2088693.125000 Penalty: 4846.493164
	Iteration 41Q: 3 clusters Score -2088693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2088696.250000 Penalty: 4846.493164
	Iteration 42Q: 3 clusters Score -2088696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2088698.375000 Penalty: 4846.493164
	Iteration 43Q: 3 clusters Score -2088698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2088699.500000 Penalty: 4846.493164
	Iteration 44Q: 3 clusters Score -2088700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2088700.875000 Penalty: 4846.493164
	Iteration 45Q: 3 clusters Score -2088701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2088700.875000 Penalty: 4846.493164
	Iteration 46F: 3 clusters Score -2088701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -419240.062500 Penalty: 2034.623047
	Iteration 0F: 2 clusters Score -419240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -415558.593750 Penalty: 4069.246094
	Iteration 0F: 3 clusters Score -415558.6 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -416389.406250 Penalty: 4069.246094
	Iteration 1F: 3 clusters Score -416389.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -416576.875000 Penalty: 4069.246094
	Iteration 2F: 3 clusters Score -416576.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -416704.500000 Penalty: 4069.246094
	Iteration 3F: 3 clusters Score -416704.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -416796.375000 Penalty: 4069.246094
	Iteration 4Q: 3 clusters Score -416796.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -416865.531250 Penalty: 4069.246094
	Iteration 5Q: 3 clusters Score -416865.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -416935.281250 Penalty: 4069.246094
	Iteration 6Q: 3 clusters Score -416935.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -417001.000000 Penalty: 4069.246094
	Iteration 7Q: 3 clusters Score -417001 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -417050.312500 Penalty: 4069.246094
	Iteration 8Q: 3 clusters Score -417050.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -417093.937500 Penalty: 4069.246094
	Iteration 9Q: 3 clusters Score -417093.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -417133.562500 Penalty: 4069.246094
	Iteration 10Q: 3 clusters Score -417133.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -417178.906250 Penalty: 4069.246094
	Iteration 11Q: 3 clusters Score -417178.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -417225.187500 Penalty: 4069.246094
	Iteration 12Q: 3 clusters Score -417225.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -417282.843750 Penalty: 4069.246094
	Iteration 13Q: 3 clusters Score -417282.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -417343.437500 Penalty: 4069.246094
	Iteration 14Q: 3 clusters Score -417343.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -417408.593750 Penalty: 4069.246094
	Iteration 15Q: 3 clusters Score -417408.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -417466.031250 Penalty: 4069.246094
	Iteration 16Q: 3 clusters Score -417466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -417525.218750 Penalty: 4069.246094
	Iteration 17Q: 3 clusters Score -417525.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -417592.625000 Penalty: 4069.246094
	Iteration 18Q: 3 clusters Score -417592.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -417647.562500 Penalty: 4069.246094
	Iteration 19Q: 3 clusters Score -417647.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -417687.593750 Penalty: 4069.246094
	Iteration 20F: 3 clusters Score -417687.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -417722.843750 Penalty: 4069.246094
	Iteration 21Q: 3 clusters Score -417722.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -417749.906250 Penalty: 4069.246094
	Iteration 22Q: 3 clusters Score -417749.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -417768.968750 Penalty: 4069.246094
	Iteration 23Q: 3 clusters Score -417769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -417790.750000 Penalty: 4069.246094
	Iteration 24Q: 3 clusters Score -417790.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -417818.343750 Penalty: 4069.246094
	Iteration 25Q: 3 clusters Score -417818.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -417838.625000 Penalty: 4069.246094
	Iteration 26Q: 3 clusters Score -417838.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -417853.250000 Penalty: 4069.246094
	Iteration 27Q: 3 clusters Score -417853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -417867.625000 Penalty: 4069.246094
	Iteration 28Q: 3 clusters Score -417867.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -417878.625000 Penalty: 4069.246094
	Iteration 29Q: 3 clusters Score -417878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -417883.218750 Penalty: 4069.246094
	Iteration 30Q: 3 clusters Score -417883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -417888.937500 Penalty: 4069.246094
	Iteration 31Q: 3 clusters Score -417888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -417895.812500 Penalty: 4069.246094
	Iteration 32Q: 3 clusters Score -417895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -417900.281250 Penalty: 4069.246094
	Iteration 33Q: 3 clusters Score -417900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -417900.843750 Penalty: 4069.246094
	Iteration 34Q: 3 clusters Score -417900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -417901.531250 Penalty: 4069.246094
	Iteration 35Q: 3 clusters Score -417901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -417901.562500 Penalty: 4069.246094
	Iteration 36Q: 3 clusters Score -417901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -417901.593750 Penalty: 4069.246094
	Iteration 37Q: 3 clusters Score -417901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -417902.593750 Penalty: 4069.246094
	Iteration 38Q: 3 clusters Score -417902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -417902.593750 Penalty: 4069.246094
	Iteration 39F: 3 clusters Score -417902.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -473472.531250 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -473472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -469474.875000 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -469474.9 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -470604.781250 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -470604.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -471019.750000 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -471019.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -471301.625000 Penalty: 4133.301758
	Iteration 3F: 3 clusters Score -471301.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -471500.937500 Penalty: 4133.301758
	Iteration 4F: 3 clusters Score -471500.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -471695.218750 Penalty: 4133.301758
	Iteration 5Q: 3 clusters Score -471695.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -471856.687500 Penalty: 4133.301758
	Iteration 6Q: 3 clusters Score -471856.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -471953.750000 Penalty: 4133.301758
	Iteration 7Q: 3 clusters Score -471953.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -472015.718750 Penalty: 4133.301758
	Iteration 8Q: 3 clusters Score -472015.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -472071.968750 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -472072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -472123.406250 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -472123.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -472168.406250 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -472168.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -472190.843750 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -472190.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -472206.312500 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -472206.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -472223.781250 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -472223.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -472236.812500 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -472236.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -472250.531250 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -472250.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -472264.125000 Penalty: 4133.301758
	Iteration 17Q: 3 clusters Score -472264.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -472278.218750 Penalty: 4133.301758
	Iteration 18Q: 3 clusters Score -472278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -472290.437500 Penalty: 4133.301758
	Iteration 19Q: 3 clusters Score -472290.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -472299.593750 Penalty: 4133.301758
	Iteration 20F: 3 clusters Score -472299.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -472309.781250 Penalty: 4133.301758
	Iteration 21Q: 3 clusters Score -472309.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -472320.531250 Penalty: 4133.301758
	Iteration 22Q: 3 clusters Score -472320.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -472327.531250 Penalty: 4133.301758
	Iteration 23Q: 3 clusters Score -472327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -472334.750000 Penalty: 4133.301758
	Iteration 24Q: 3 clusters Score -472334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -472342.218750 Penalty: 4133.301758
	Iteration 25Q: 3 clusters Score -472342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -472345.625000 Penalty: 4133.301758
	Iteration 26Q: 3 clusters Score -472345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -472347.250000 Penalty: 4133.301758
	Iteration 27Q: 3 clusters Score -472347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -472347.906250 Penalty: 4133.301758
	Iteration 28Q: 3 clusters Score -472347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -472348.218750 Penalty: 4133.301758
	Iteration 29Q: 3 clusters Score -472348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -472348.937500 Penalty: 4133.301758
	Iteration 30Q: 3 clusters Score -472348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -472350.125000 Penalty: 4133.301758
	Iteration 31Q: 3 clusters Score -472350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -472350.125000 Penalty: 4133.301758
	Iteration 32F: 3 clusters Score -472350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -565308.375000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -565308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -561186.125000 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -561186.1 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -562122.687500 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -562122.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -562310.625000 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -562310.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -562411.062500 Penalty: 4155.682129
	Iteration 3Q: 3 clusters Score -562411.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -562483.437500 Penalty: 4155.682129
	Iteration 4Q: 3 clusters Score -562483.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -562521.937500 Penalty: 4155.682129
	Iteration 5Q: 3 clusters Score -562521.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -562551.562500 Penalty: 4155.682129
	Iteration 6Q: 3 clusters Score -562551.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -562571.875000 Penalty: 4155.682129
	Iteration 7Q: 3 clusters Score -562571.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -562589.437500 Penalty: 4155.682129
	Iteration 8Q: 3 clusters Score -562589.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -562609.000000 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -562609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -562624.687500 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -562624.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -562637.500000 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -562637.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -562646.750000 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -562646.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -562655.500000 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -562655.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -562662.562500 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -562662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -562666.625000 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -562666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -562669.250000 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -562669.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -562674.812500 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -562674.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -562680.437500 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -562680.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -562684.687500 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -562684.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -562691.187500 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -562691.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -562699.937500 Penalty: 4155.682129
	Iteration 21Q: 3 clusters Score -562699.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -562704.187500 Penalty: 4155.682129
	Iteration 22Q: 3 clusters Score -562704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -562709.375000 Penalty: 4155.682129
	Iteration 23Q: 3 clusters Score -562709.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -562714.062500 Penalty: 4155.682129
	Iteration 24Q: 3 clusters Score -562714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -562716.812500 Penalty: 4155.682129
	Iteration 25Q: 3 clusters Score -562716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -562721.062500 Penalty: 4155.682129
	Iteration 26Q: 3 clusters Score -562721.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -562725.500000 Penalty: 4155.682129
	Iteration 27Q: 3 clusters Score -562725.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -562732.500000 Penalty: 4155.682129
	Iteration 28Q: 3 clusters Score -562732.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -562737.750000 Penalty: 4155.682129
	Iteration 29Q: 3 clusters Score -562737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -562744.312500 Penalty: 4155.682129
	Iteration 30Q: 3 clusters Score -562744.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -562750.812500 Penalty: 4155.682129
	Iteration 31Q: 3 clusters Score -562750.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -562760.187500 Penalty: 4155.682129
	Iteration 32Q: 3 clusters Score -562760.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -562769.000000 Penalty: 4155.682129
	Iteration 33Q: 3 clusters Score -562769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -562777.312500 Penalty: 4155.682129
	Iteration 34Q: 3 clusters Score -562777.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -562781.375000 Penalty: 4155.682129
	Iteration 35Q: 3 clusters Score -562781.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -562782.937500 Penalty: 4155.682129
	Iteration 36Q: 3 clusters Score -562782.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -562787.812500 Penalty: 4155.682129
	Iteration 37Q: 3 clusters Score -562787.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -562794.750000 Penalty: 4155.682129
	Iteration 38Q: 3 clusters Score -562794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -562805.500000 Penalty: 4155.682129
	Iteration 39Q: 3 clusters Score -562805.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -562816.062500 Penalty: 4155.682129
	Iteration 40F: 3 clusters Score -562816.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -562826.687500 Penalty: 4155.682129
	Iteration 41Q: 3 clusters Score -562826.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -562839.062500 Penalty: 4155.682129
	Iteration 42Q: 3 clusters Score -562839.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -562848.500000 Penalty: 4155.682129
	Iteration 43Q: 3 clusters Score -562848.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -562864.625000 Penalty: 4155.682129
	Iteration 44Q: 3 clusters Score -562864.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -562880.375000 Penalty: 4155.682129
	Iteration 45Q: 3 clusters Score -562880.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -562894.750000 Penalty: 4155.682129
	Iteration 46Q: 3 clusters Score -562894.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -562911.750000 Penalty: 4155.682129
	Iteration 47Q: 3 clusters Score -562911.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -562930.687500 Penalty: 4155.682129
	Iteration 48Q: 3 clusters Score -562930.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -562946.562500 Penalty: 4155.682129
	Iteration 49Q: 3 clusters Score -562946.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -562965.750000 Penalty: 4155.682129
	Iteration 50Q: 3 clusters Score -562965.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -562982.687500 Penalty: 4155.682129
	Iteration 51Q: 3 clusters Score -562982.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -563001.125000 Penalty: 4155.682129
	Iteration 52Q: 3 clusters Score -563001.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -563029.625000 Penalty: 4155.682129
	Iteration 53Q: 3 clusters Score -563029.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -563059.000000 Penalty: 4155.682129
	Iteration 54Q: 3 clusters Score -563059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -563079.312500 Penalty: 4155.682129
	Iteration 55Q: 3 clusters Score -563079.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -563097.187500 Penalty: 4155.682129
	Iteration 56Q: 3 clusters Score -563097.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -563109.812500 Penalty: 4155.682129
	Iteration 57Q: 3 clusters Score -563109.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -563120.125000 Penalty: 4155.682129
	Iteration 58Q: 3 clusters Score -563120.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -563128.437500 Penalty: 4155.682129
	Iteration 59Q: 3 clusters Score -563128.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -563138.750000 Penalty: 4155.682129
	Iteration 60F: 3 clusters Score -563138.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -563152.750000 Penalty: 4155.682129
	Iteration 61Q: 3 clusters Score -563152.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -563169.812500 Penalty: 4155.682129
	Iteration 62Q: 3 clusters Score -563169.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -563191.625000 Penalty: 4155.682129
	Iteration 63Q: 3 clusters Score -563191.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -563211.500000 Penalty: 4155.682129
	Iteration 64Q: 3 clusters Score -563211.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -563227.437500 Penalty: 4155.682129
	Iteration 65Q: 3 clusters Score -563227.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -563242.562500 Penalty: 4155.682129
	Iteration 66Q: 3 clusters Score -563242.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -563258.875000 Penalty: 4155.682129
	Iteration 67Q: 3 clusters Score -563258.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -563279.437500 Penalty: 4155.682129
	Iteration 68Q: 3 clusters Score -563279.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -563301.500000 Penalty: 4155.682129
	Iteration 69Q: 3 clusters Score -563301.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -563329.062500 Penalty: 4155.682129
	Iteration 70Q: 3 clusters Score -563329.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -563343.125000 Penalty: 4155.682129
	Iteration 71Q: 3 clusters Score -563343.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -563350.562500 Penalty: 4155.682129
	Iteration 72Q: 3 clusters Score -563350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -563358.937500 Penalty: 4155.682129
	Iteration 73Q: 3 clusters Score -563358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -563360.750000 Penalty: 4155.682129
	Iteration 74Q: 3 clusters Score -563360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -563365.125000 Penalty: 4155.682129
	Iteration 75Q: 3 clusters Score -563365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -563368.875000 Penalty: 4155.682129
	Iteration 76Q: 3 clusters Score -563368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -563372.062500 Penalty: 4155.682129
	Iteration 77Q: 3 clusters Score -563372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -563373.000000 Penalty: 4155.682129
	Iteration 78Q: 3 clusters Score -563373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -563376.250000 Penalty: 4155.682129
	Iteration 79Q: 3 clusters Score -563376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -563377.937500 Penalty: 4155.682129
	Iteration 80F: 3 clusters Score -563377.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -563382.625000 Penalty: 4155.682129
	Iteration 81Q: 3 clusters Score -563382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -563385.187500 Penalty: 4155.682129
	Iteration 82Q: 3 clusters Score -563385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -563390.500000 Penalty: 4155.682129
	Iteration 83Q: 3 clusters Score -563390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -563394.937500 Penalty: 4155.682129
	Iteration 84Q: 3 clusters Score -563394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -563397.562500 Penalty: 4155.682129
	Iteration 85Q: 3 clusters Score -563397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -563400.875000 Penalty: 4155.682129
	Iteration 86Q: 3 clusters Score -563400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -563406.812500 Penalty: 4155.682129
	Iteration 87Q: 3 clusters Score -563406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -563406.562500 Penalty: 4155.682129
	Iteration 88Q: 3 clusters Score -563406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -563408.062500 Penalty: 4155.682129
	Iteration 89Q: 3 clusters Score -563408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -563408.062500 Penalty: 4155.682129
	Iteration 90F: 3 clusters Score -563408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Entering Unmasked Estep 
Score: -1636839.375000 Penalty: 2352.283203
	Iteration 0F: 2 clusters Score -1636839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1627124.375000 Penalty: 4704.566406
	Iteration 0F: 3 clusters Score -1627124 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1630064.750000 Penalty: 4704.566406
	Iteration 1F: 3 clusters Score -1630065 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1630390.625000 Penalty: 4704.566406
	Iteration 2F: 3 clusters Score -1630391 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1630653.125000 Penalty: 4704.566406
	Iteration 3Q: 3 clusters Score -1630653 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1630880.500000 Penalty: 4704.566406
	Iteration 4Q: 3 clusters Score -1630880 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1631144.250000 Penalty: 4704.566406
	Iteration 5Q: 3 clusters Score -1631144 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1631443.375000 Penalty: 4704.566406
	Iteration 6Q: 3 clusters Score -1631443 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1631802.625000 Penalty: 4704.566406
	Iteration 7Q: 3 clusters Score -1631803 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1632177.000000 Penalty: 4704.566406
	Iteration 8Q: 3 clusters Score -1632177 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1632495.750000 Penalty: 4704.566406
	Iteration 9Q: 3 clusters Score -1632496 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1632784.500000 Penalty: 4704.566406
	Iteration 10Q: 3 clusters Score -1632784 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1633069.250000 Penalty: 4704.566406
	Iteration 11Q: 3 clusters Score -1633069 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1633313.750000 Penalty: 4704.566406
	Iteration 12Q: 3 clusters Score -1633314 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1633539.500000 Penalty: 4704.566406
	Iteration 13Q: 3 clusters Score -1633540 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1633735.375000 Penalty: 4704.566406
	Iteration 14Q: 3 clusters Score -1633735 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1633913.250000 Penalty: 4704.566406
	Iteration 15Q: 3 clusters Score -1633913 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1634077.625000 Penalty: 4704.566406
	Iteration 16Q: 3 clusters Score -1634078 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1634229.250000 Penalty: 4704.566406
	Iteration 17Q: 3 clusters Score -1634229 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1634318.750000 Penalty: 4704.566406
	Iteration 18Q: 3 clusters Score -1634319 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1634380.500000 Penalty: 4704.566406
	Iteration 19Q: 3 clusters Score -1634380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1634422.375000 Penalty: 4704.566406
	Iteration 20F: 3 clusters Score -1634422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1634457.125000 Penalty: 4704.566406
	Iteration 21Q: 3 clusters Score -1634457 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1634481.625000 Penalty: 4704.566406
	Iteration 22Q: 3 clusters Score -1634482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1634501.500000 Penalty: 4704.566406
	Iteration 23Q: 3 clusters Score -1634502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1634521.750000 Penalty: 4704.566406
	Iteration 24Q: 3 clusters Score -1634522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1634547.750000 Penalty: 4704.566406
	Iteration 25Q: 3 clusters Score -1634548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1634568.000000 Penalty: 4704.566406
	Iteration 26Q: 3 clusters Score -1634568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1634588.000000 Penalty: 4704.566406
	Iteration 27Q: 3 clusters Score -1634588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1634606.375000 Penalty: 4704.566406
	Iteration 28Q: 3 clusters Score -1634606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1634622.625000 Penalty: 4704.566406
	Iteration 29Q: 3 clusters Score -1634623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1634635.375000 Penalty: 4704.566406
	Iteration 30Q: 3 clusters Score -1634635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1634644.000000 Penalty: 4704.566406
	Iteration 31Q: 3 clusters Score -1634644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1634657.250000 Penalty: 4704.566406
	Iteration 32Q: 3 clusters Score -1634657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1634666.875000 Penalty: 4704.566406
	Iteration 33Q: 3 clusters Score -1634667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1634673.250000 Penalty: 4704.566406
	Iteration 34Q: 3 clusters Score -1634673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1634676.250000 Penalty: 4704.566406
	Iteration 35Q: 3 clusters Score -1634676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1634692.250000 Penalty: 4704.566406
	Iteration 36Q: 3 clusters Score -1634692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1634690.500000 Penalty: 4704.566406
	Iteration 37Q: 3 clusters Score -1634690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1634694.000000 Penalty: 4704.566406
	Iteration 38Q: 3 clusters Score -1634694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1634689.875000 Penalty: 4704.566406
	Iteration 39Q: 3 clusters Score -1634690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1634694.125000 Penalty: 4704.566406
	Iteration 40F: 3 clusters Score -1634694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1634700.000000 Penalty: 4704.566406
	Iteration 41Q: 3 clusters Score -1634700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1634708.500000 Penalty: 4704.566406
	Iteration 42Q: 3 clusters Score -1634708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1634719.625000 Penalty: 4704.566406
	Iteration 43Q: 3 clusters Score -1634720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1634721.750000 Penalty: 4704.566406
	Iteration 44Q: 3 clusters Score -1634722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1634721.875000 Penalty: 4704.566406
	Iteration 45Q: 3 clusters Score -1634722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1634724.625000 Penalty: 4704.566406
	Iteration 46Q: 3 clusters Score -1634725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1634724.250000 Penalty: 4704.566406
	Iteration 47Q: 3 clusters Score -1634724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1634730.250000 Penalty: 4704.566406
	Iteration 48Q: 3 clusters Score -1634730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1634729.875000 Penalty: 4704.566406
	Iteration 49Q: 3 clusters Score -1634730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1634730.875000 Penalty: 4704.566406
	Iteration 50Q: 3 clusters Score -1634731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1634727.375000 Penalty: 4704.566406
	Iteration 51Q: 3 clusters Score -1634727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1634731.875000 Penalty: 4704.566406
	Iteration 52Q: 3 clusters Score -1634732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1634733.375000 Penalty: 4704.566406
	Iteration 53Q: 3 clusters Score -1634733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1634734.125000 Penalty: 4704.566406
	Iteration 54Q: 3 clusters Score -1634734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1634739.125000 Penalty: 4704.566406
	Iteration 55Q: 3 clusters Score -1634739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1634736.625000 Penalty: 4704.566406
	Iteration 56Q: 3 clusters Score -1634737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1634740.375000 Penalty: 4704.566406
	Iteration 57Q: 3 clusters Score -1634740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1634739.625000 Penalty: 4704.566406
	Iteration 58Q: 3 clusters Score -1634740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1634737.500000 Penalty: 4704.566406
	Iteration 59Q: 3 clusters Score -1634738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1634744.250000 Penalty: 4704.566406
	Iteration 60F: 3 clusters Score -1634744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1634747.125000 Penalty: 4704.566406
	Iteration 61Q: 3 clusters Score -1634747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1634748.125000 Penalty: 4704.566406
	Iteration 62Q: 3 clusters Score -1634748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1634751.625000 Penalty: 4704.566406
	Iteration 63Q: 3 clusters Score -1634752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1634749.250000 Penalty: 4704.566406
	Iteration 64Q: 3 clusters Score -1634749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1634753.250000 Penalty: 4704.566406
	Iteration 65Q: 3 clusters Score -1634753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1634751.375000 Penalty: 4704.566406
	Iteration 66Q: 3 clusters Score -1634751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1634752.875000 Penalty: 4704.566406
	Iteration 67Q: 3 clusters Score -1634753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1634752.000000 Penalty: 4704.566406
	Iteration 68Q: 3 clusters Score -1634752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1634751.750000 Penalty: 4704.566406
	Iteration 69Q: 3 clusters Score -1634752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1634753.250000 Penalty: 4704.566406
	Iteration 70Q: 3 clusters Score -1634753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1634754.875000 Penalty: 4704.566406
	Iteration 71Q: 3 clusters Score -1634755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1634750.500000 Penalty: 4704.566406
	Iteration 72Q: 3 clusters Score -1634750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1634755.125000 Penalty: 4704.566406
	Iteration 73Q: 3 clusters Score -1634755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1634755.125000 Penalty: 4704.566406
	Iteration 74Q: 3 clusters Score -1634755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1634752.500000 Penalty: 4704.566406
	Iteration 75Q: 3 clusters Score -1634752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1634752.750000 Penalty: 4704.566406
	Iteration 76Q: 3 clusters Score -1634753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1634757.125000 Penalty: 4704.566406
	Iteration 77Q: 3 clusters Score -1634757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1634757.375000 Penalty: 4704.566406
	Iteration 78Q: 3 clusters Score -1634757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1634759.000000 Penalty: 4704.566406
	Iteration 79Q: 3 clusters Score -1634759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1634759.375000 Penalty: 4704.566406
	Iteration 80F: 3 clusters Score -1634759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Entering Unmasked Estep 
Score: -1386071.375000 Penalty: 2317.658203
	Iteration 0F: 2 clusters Score -1386071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1377417.750000 Penalty: 4635.316406
	Iteration 0F: 3 clusters Score -1377418 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1379977.750000 Penalty: 4635.316406
	Iteration 1F: 3 clusters Score -1379978 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1380275.125000 Penalty: 4635.316406
	Iteration 2F: 3 clusters Score -1380275 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1380487.500000 Penalty: 4635.316406
	Iteration 3Q: 3 clusters Score -1380488 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1380656.125000 Penalty: 4635.316406
	Iteration 4Q: 3 clusters Score -1380656 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1380815.750000 Penalty: 4635.316406
	Iteration 5Q: 3 clusters Score -1380816 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1380962.000000 Penalty: 4635.316406
	Iteration 6Q: 3 clusters Score -1380962 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1381103.625000 Penalty: 4635.316406
	Iteration 7Q: 3 clusters Score -1381104 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1381241.000000 Penalty: 4635.316406
	Iteration 8Q: 3 clusters Score -1381241 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1381371.125000 Penalty: 4635.316406
	Iteration 9Q: 3 clusters Score -1381371 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1381506.250000 Penalty: 4635.316406
	Iteration 10Q: 3 clusters Score -1381506 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1381628.500000 Penalty: 4635.316406
	Iteration 11Q: 3 clusters Score -1381628 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1381760.875000 Penalty: 4635.316406
	Iteration 12Q: 3 clusters Score -1381761 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1381896.750000 Penalty: 4635.316406
	Iteration 13Q: 3 clusters Score -1381897 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1382029.000000 Penalty: 4635.316406
	Iteration 14Q: 3 clusters Score -1382029 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1382141.250000 Penalty: 4635.316406
	Iteration 15Q: 3 clusters Score -1382141 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1382254.500000 Penalty: 4635.316406
	Iteration 16Q: 3 clusters Score -1382254 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1382360.125000 Penalty: 4635.316406
	Iteration 17Q: 3 clusters Score -1382360 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1382454.250000 Penalty: 4635.316406
	Iteration 18Q: 3 clusters Score -1382454 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1382547.375000 Penalty: 4635.316406
	Iteration 19Q: 3 clusters Score -1382547 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1382629.500000 Penalty: 4635.316406
	Iteration 20F: 3 clusters Score -1382630 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1382712.375000 Penalty: 4635.316406
	Iteration 21Q: 3 clusters Score -1382712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1382776.250000 Penalty: 4635.316406
	Iteration 22Q: 3 clusters Score -1382776 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1382838.750000 Penalty: 4635.316406
	Iteration 23Q: 3 clusters Score -1382839 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1382898.500000 Penalty: 4635.316406
	Iteration 24Q: 3 clusters Score -1382898 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1382951.375000 Penalty: 4635.316406
	Iteration 25Q: 3 clusters Score -1382951 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1383002.750000 Penalty: 4635.316406
	Iteration 26Q: 3 clusters Score -1383003 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1383063.250000 Penalty: 4635.316406
	Iteration 27Q: 3 clusters Score -1383063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1383130.000000 Penalty: 4635.316406
	Iteration 28Q: 3 clusters Score -1383130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1383192.500000 Penalty: 4635.316406
	Iteration 29Q: 3 clusters Score -1383192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1383248.875000 Penalty: 4635.316406
	Iteration 30Q: 3 clusters Score -1383249 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1383310.875000 Penalty: 4635.316406
	Iteration 31Q: 3 clusters Score -1383311 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1383382.875000 Penalty: 4635.316406
	Iteration 32Q: 3 clusters Score -1383383 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1383466.125000 Penalty: 4635.316406
	Iteration 33Q: 3 clusters Score -1383466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1383535.375000 Penalty: 4635.316406
	Iteration 34Q: 3 clusters Score -1383535 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1383609.500000 Penalty: 4635.316406
	Iteration 35Q: 3 clusters Score -1383610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1383672.375000 Penalty: 4635.316406
	Iteration 36Q: 3 clusters Score -1383672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1383714.625000 Penalty: 4635.316406
	Iteration 37Q: 3 clusters Score -1383715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1383744.000000 Penalty: 4635.316406
	Iteration 38Q: 3 clusters Score -1383744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1383778.375000 Penalty: 4635.316406
	Iteration 39Q: 3 clusters Score -1383778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1383807.500000 Penalty: 4635.316406
	Iteration 40F: 3 clusters Score -1383808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1383832.875000 Penalty: 4635.316406
	Iteration 41Q: 3 clusters Score -1383833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1383857.500000 Penalty: 4635.316406
	Iteration 42Q: 3 clusters Score -1383858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1383875.125000 Penalty: 4635.316406
	Iteration 43Q: 3 clusters Score -1383875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1383894.125000 Penalty: 4635.316406
	Iteration 44Q: 3 clusters Score -1383894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1383906.625000 Penalty: 4635.316406
	Iteration 45Q: 3 clusters Score -1383907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1383919.500000 Penalty: 4635.316406
	Iteration 46Q: 3 clusters Score -1383920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1383933.500000 Penalty: 4635.316406
	Iteration 47Q: 3 clusters Score -1383934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1383946.500000 Penalty: 4635.316406
	Iteration 48Q: 3 clusters Score -1383946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1383958.875000 Penalty: 4635.316406
	Iteration 49Q: 3 clusters Score -1383959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1383964.125000 Penalty: 4635.316406
	Iteration 50Q: 3 clusters Score -1383964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1383968.375000 Penalty: 4635.316406
	Iteration 51Q: 3 clusters Score -1383968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1383978.375000 Penalty: 4635.316406
	Iteration 52Q: 3 clusters Score -1383978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1383988.000000 Penalty: 4635.316406
	Iteration 53Q: 3 clusters Score -1383988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1383993.500000 Penalty: 4635.316406
	Iteration 54Q: 3 clusters Score -1383994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1383997.000000 Penalty: 4635.316406
	Iteration 55Q: 3 clusters Score -1383997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1384000.750000 Penalty: 4635.316406
	Iteration 56Q: 3 clusters Score -1384001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1384011.625000 Penalty: 4635.316406
	Iteration 57Q: 3 clusters Score -1384012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1384013.125000 Penalty: 4635.316406
	Iteration 58Q: 3 clusters Score -1384013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1384015.875000 Penalty: 4635.316406
	Iteration 59Q: 3 clusters Score -1384016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1384017.875000 Penalty: 4635.316406
	Iteration 60F: 3 clusters Score -1384018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1384018.875000 Penalty: 4635.316406
	Iteration 61Q: 3 clusters Score -1384019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1384023.375000 Penalty: 4635.316406
	Iteration 62Q: 3 clusters Score -1384023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1384026.875000 Penalty: 4635.316406
	Iteration 63Q: 3 clusters Score -1384027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1384027.250000 Penalty: 4635.316406
	Iteration 64Q: 3 clusters Score -1384027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1384029.875000 Penalty: 4635.316406
	Iteration 65Q: 3 clusters Score -1384030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1384032.750000 Penalty: 4635.316406
	Iteration 66Q: 3 clusters Score -1384033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1384033.000000 Penalty: 4635.316406
	Iteration 67Q: 3 clusters Score -1384033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1384035.875000 Penalty: 4635.316406
	Iteration 68Q: 3 clusters Score -1384036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1384037.750000 Penalty: 4635.316406
	Iteration 69Q: 3 clusters Score -1384038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1384039.625000 Penalty: 4635.316406
	Iteration 70Q: 3 clusters Score -1384040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1384043.625000 Penalty: 4635.316406
	Iteration 71Q: 3 clusters Score -1384044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1384044.375000 Penalty: 4635.316406
	Iteration 72Q: 3 clusters Score -1384044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1384046.000000 Penalty: 4635.316406
	Iteration 73Q: 3 clusters Score -1384046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1384048.375000 Penalty: 4635.316406
	Iteration 74Q: 3 clusters Score -1384048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1384050.500000 Penalty: 4635.316406
	Iteration 75Q: 3 clusters Score -1384050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1384050.750000 Penalty: 4635.316406
	Iteration 76Q: 3 clusters Score -1384051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1384053.500000 Penalty: 4635.316406
	Iteration 77Q: 3 clusters Score -1384054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1384051.500000 Penalty: 4635.316406
	Iteration 78Q: 3 clusters Score -1384052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1384051.500000 Penalty: 4635.316406
	Iteration 79F: 3 clusters Score -1384052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -1216464.125000 Penalty: 2282.846680
	Iteration 0F: 2 clusters Score -1216464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1208886.250000 Penalty: 4565.693359
	Iteration 0F: 3 clusters Score -1208886 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1211175.250000 Penalty: 4565.693359
	Iteration 1F: 3 clusters Score -1211175 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1211511.750000 Penalty: 4565.693359
	Iteration 2F: 3 clusters Score -1211512 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1211803.875000 Penalty: 4565.693359
	Iteration 3F: 3 clusters Score -1211804 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1212157.500000 Penalty: 4565.693359
	Iteration 4F: 3 clusters Score -1212158 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1212530.250000 Penalty: 4565.693359
	Iteration 5F: 3 clusters Score -1212530 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1212924.000000 Penalty: 4565.693359
	Iteration 6F: 3 clusters Score -1212924 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1213312.125000 Penalty: 4565.693359
	Iteration 7F: 3 clusters Score -1213312 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1213644.500000 Penalty: 4565.693359
	Iteration 8F: 3 clusters Score -1213644 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1213870.000000 Penalty: 4565.693359
	Iteration 9Q: 3 clusters Score -1213870 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1214033.000000 Penalty: 4565.693359
	Iteration 10Q: 3 clusters Score -1214033 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1214135.250000 Penalty: 4565.693359
	Iteration 11Q: 3 clusters Score -1214135 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1214197.000000 Penalty: 4565.693359
	Iteration 12Q: 3 clusters Score -1214197 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1214255.000000 Penalty: 4565.693359
	Iteration 13Q: 3 clusters Score -1214255 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1214310.625000 Penalty: 4565.693359
	Iteration 14Q: 3 clusters Score -1214311 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1214361.875000 Penalty: 4565.693359
	Iteration 15Q: 3 clusters Score -1214362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1214405.875000 Penalty: 4565.693359
	Iteration 16Q: 3 clusters Score -1214406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1214445.125000 Penalty: 4565.693359
	Iteration 17Q: 3 clusters Score -1214445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1214475.250000 Penalty: 4565.693359
	Iteration 18Q: 3 clusters Score -1214475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1214495.375000 Penalty: 4565.693359
	Iteration 19Q: 3 clusters Score -1214495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1214521.000000 Penalty: 4565.693359
	Iteration 20F: 3 clusters Score -1214521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1214549.125000 Penalty: 4565.693359
	Iteration 21Q: 3 clusters Score -1214549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1214569.875000 Penalty: 4565.693359
	Iteration 22Q: 3 clusters Score -1214570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1214591.125000 Penalty: 4565.693359
	Iteration 23Q: 3 clusters Score -1214591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1214607.125000 Penalty: 4565.693359
	Iteration 24Q: 3 clusters Score -1214607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1214621.375000 Penalty: 4565.693359
	Iteration 25Q: 3 clusters Score -1214621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1214641.375000 Penalty: 4565.693359
	Iteration 26Q: 3 clusters Score -1214641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1214665.875000 Penalty: 4565.693359
	Iteration 27Q: 3 clusters Score -1214666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1214691.750000 Penalty: 4565.693359
	Iteration 28Q: 3 clusters Score -1214692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1214709.000000 Penalty: 4565.693359
	Iteration 29Q: 3 clusters Score -1214709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1214725.625000 Penalty: 4565.693359
	Iteration 30Q: 3 clusters Score -1214726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1214737.625000 Penalty: 4565.693359
	Iteration 31Q: 3 clusters Score -1214738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1214750.750000 Penalty: 4565.693359
	Iteration 32Q: 3 clusters Score -1214751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1214763.375000 Penalty: 4565.693359
	Iteration 33Q: 3 clusters Score -1214763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1214775.000000 Penalty: 4565.693359
	Iteration 34Q: 3 clusters Score -1214775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1214783.250000 Penalty: 4565.693359
	Iteration 35Q: 3 clusters Score -1214783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1214791.125000 Penalty: 4565.693359
	Iteration 36Q: 3 clusters Score -1214791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1214794.750000 Penalty: 4565.693359
	Iteration 37Q: 3 clusters Score -1214795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1214796.875000 Penalty: 4565.693359
	Iteration 38Q: 3 clusters Score -1214797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1214795.875000 Penalty: 4565.693359
	Iteration 39Q: 3 clusters Score -1214796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1214795.375000 Penalty: 4565.693359
	Iteration 40F: 3 clusters Score -1214795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1214797.000000 Penalty: 4565.693359
	Iteration 41Q: 3 clusters Score -1214797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1214799.500000 Penalty: 4565.693359
	Iteration 42Q: 3 clusters Score -1214800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1214801.125000 Penalty: 4565.693359
	Iteration 43Q: 3 clusters Score -1214801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1214801.375000 Penalty: 4565.693359
	Iteration 44Q: 3 clusters Score -1214801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1214805.750000 Penalty: 4565.693359
	Iteration 45Q: 3 clusters Score -1214806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1214806.625000 Penalty: 4565.693359
	Iteration 46Q: 3 clusters Score -1214807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1214806.750000 Penalty: 4565.693359
	Iteration 47Q: 3 clusters Score -1214807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1214808.000000 Penalty: 4565.693359
	Iteration 48Q: 3 clusters Score -1214808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1214808.875000 Penalty: 4565.693359
	Iteration 49Q: 3 clusters Score -1214809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1214807.375000 Penalty: 4565.693359
	Iteration 50Q: 3 clusters Score -1214807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1214810.125000 Penalty: 4565.693359
	Iteration 51Q: 3 clusters Score -1214810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1214810.125000 Penalty: 4565.693359
	Iteration 52Q: 3 clusters Score -1214810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1214809.875000 Penalty: 4565.693359
	Iteration 53Q: 3 clusters Score -1214810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1214810.625000 Penalty: 4565.693359
	Iteration 54Q: 3 clusters Score -1214811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1214810.250000 Penalty: 4565.693359
	Iteration 55Q: 3 clusters Score -1214810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1214810.375000 Penalty: 4565.693359
	Iteration 56Q: 3 clusters Score -1214810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1214808.500000 Penalty: 4565.693359
	Iteration 57Q: 3 clusters Score -1214808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1214809.875000 Penalty: 4565.693359
	Iteration 58Q: 3 clusters Score -1214810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1214809.000000 Penalty: 4565.693359
	Iteration 59Q: 3 clusters Score -1214809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1214810.500000 Penalty: 4565.693359
	Iteration 60F: 3 clusters Score -1214810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (201608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201608 members 
Entering Unmasked Estep 
Score: -25036518.000000 Penalty: 3029.092041
	Iteration 0F: 2 clusters Score -2.503652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -24910888.000000 Penalty: 6058.184082
	Iteration 0F: 3 clusters Score -2.491089e+07 nChanged 97017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -24968284.000000 Penalty: 6058.184082
	Iteration 1F: 3 clusters Score -2.496828e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -24969748.000000 Penalty: 6058.184082
	Iteration 2Q: 3 clusters Score -2.496975e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -24972164.000000 Penalty: 6058.184082
	Iteration 3Q: 3 clusters Score -2.497216e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -24975702.000000 Penalty: 6058.184082
	Iteration 4Q: 3 clusters Score -2.49757e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -24981368.000000 Penalty: 6058.184082
	Iteration 5F: 3 clusters Score -2.498137e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -24989358.000000 Penalty: 6058.184082
	Iteration 6F: 3 clusters Score -2.498936e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -24999488.000000 Penalty: 6058.184082
	Iteration 7F: 3 clusters Score -2.499949e+07 nChanged 14754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -25010114.000000 Penalty: 6058.184082
	Iteration 8F: 3 clusters Score -2.501011e+07 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -25019016.000000 Penalty: 6058.184082
	Iteration 9F: 3 clusters Score -2.501902e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187229 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -25025116.000000 Penalty: 6058.184082
	Iteration 10F: 3 clusters Score -2.502512e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194299 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -25029232.000000 Penalty: 6058.184082
	Iteration 11Q: 3 clusters Score -2.502923e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198142 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -25031524.000000 Penalty: 6058.184082
	Iteration 12Q: 3 clusters Score -2.503152e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199985 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -25032774.000000 Penalty: 6058.184082
	Iteration 13Q: 3 clusters Score -2.503277e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200708 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -25033302.000000 Penalty: 6058.184082
	Iteration 14Q: 3 clusters Score -2.50333e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200978 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -25033512.000000 Penalty: 6058.184082
	Iteration 15Q: 3 clusters Score -2.503351e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201076 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -25033602.000000 Penalty: 6058.184082
	Iteration 16Q: 3 clusters Score -2.50336e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201109 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -25033660.000000 Penalty: 6058.184082
	Iteration 17Q: 3 clusters Score -2.503366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201133 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -25033726.000000 Penalty: 6058.184082
	Iteration 18Q: 3 clusters Score -2.503373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201152 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -25033734.000000 Penalty: 6058.184082
	Iteration 19Q: 3 clusters Score -2.503373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201169 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -25033746.000000 Penalty: 6058.184082
	Iteration 20F: 3 clusters Score -2.503375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -25033756.000000 Penalty: 6058.184082
	Iteration 21Q: 3 clusters Score -2.503376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201182 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25033778.000000 Penalty: 6058.184082
	Iteration 22Q: 3 clusters Score -2.503378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201185 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -25033778.000000 Penalty: 6058.184082
	Iteration 23Q: 3 clusters Score -2.503378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201191 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -25033800.000000 Penalty: 6058.184082
	Iteration 24Q: 3 clusters Score -2.50338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201197 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25033814.000000 Penalty: 6058.184082
	Iteration 25Q: 3 clusters Score -2.503381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201202 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -25033804.000000 Penalty: 6058.184082
	Iteration 26Q: 3 clusters Score -2.50338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201203 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -25033814.000000 Penalty: 6058.184082
	Iteration 27Q: 3 clusters Score -2.503381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201206 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -25033816.000000 Penalty: 6058.184082
	Iteration 28Q: 3 clusters Score -2.503382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201210 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -25033820.000000 Penalty: 6058.184082
	Iteration 29Q: 3 clusters Score -2.503382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25033830.000000 Penalty: 6058.184082
	Iteration 30Q: 3 clusters Score -2.503383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25033824.000000 Penalty: 6058.184082
	Iteration 31Q: 3 clusters Score -2.503382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201214 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -25033826.000000 Penalty: 6058.184082
	Iteration 32Q: 3 clusters Score -2.503383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201215 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25033824.000000 Penalty: 6058.184082
	Iteration 33Q: 3 clusters Score -2.503382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201215 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25033828.000000 Penalty: 6058.184082
	Iteration 34Q: 3 clusters Score -2.503383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201216 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25033826.000000 Penalty: 6058.184082
	Iteration 35Q: 3 clusters Score -2.503383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201217 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -25033820.000000 Penalty: 6058.184082
	Iteration 36Q: 3 clusters Score -2.503382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201217 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -25033820.000000 Penalty: 6058.184082
	Iteration 37F: 3 clusters Score -2.503382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -621401.500000 Penalty: 2125.683105
	Iteration 0F: 2 clusters Score -621401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -616709.187500 Penalty: 4251.366211
	Iteration 0F: 3 clusters Score -616709.2 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -617863.500000 Penalty: 4251.366211
	Iteration 1F: 3 clusters Score -617863.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -618106.375000 Penalty: 4251.366211
	Iteration 2F: 3 clusters Score -618106.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -618288.437500 Penalty: 4251.366211
	Iteration 3F: 3 clusters Score -618288.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -618474.312500 Penalty: 4251.366211
	Iteration 4Q: 3 clusters Score -618474.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -618681.250000 Penalty: 4251.366211
	Iteration 5Q: 3 clusters Score -618681.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -618860.500000 Penalty: 4251.366211
	Iteration 6Q: 3 clusters Score -618860.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -619004.562500 Penalty: 4251.366211
	Iteration 7Q: 3 clusters Score -619004.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -619118.312500 Penalty: 4251.366211
	Iteration 8Q: 3 clusters Score -619118.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -619236.687500 Penalty: 4251.366211
	Iteration 9Q: 3 clusters Score -619236.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -619342.062500 Penalty: 4251.366211
	Iteration 10Q: 3 clusters Score -619342.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -619428.125000 Penalty: 4251.366211
	Iteration 11Q: 3 clusters Score -619428.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -619510.937500 Penalty: 4251.366211
	Iteration 12Q: 3 clusters Score -619510.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -619592.000000 Penalty: 4251.366211
	Iteration 13Q: 3 clusters Score -619592 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -619670.937500 Penalty: 4251.366211
	Iteration 14Q: 3 clusters Score -619670.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -619735.312500 Penalty: 4251.366211
	Iteration 15Q: 3 clusters Score -619735.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -619782.687500 Penalty: 4251.366211
	Iteration 16Q: 3 clusters Score -619782.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -619829.687500 Penalty: 4251.366211
	Iteration 17Q: 3 clusters Score -619829.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -619871.625000 Penalty: 4251.366211
	Iteration 18Q: 3 clusters Score -619871.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -619911.750000 Penalty: 4251.366211
	Iteration 19Q: 3 clusters Score -619911.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -619944.562500 Penalty: 4251.366211
	Iteration 20F: 3 clusters Score -619944.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -619962.312500 Penalty: 4251.366211
	Iteration 21Q: 3 clusters Score -619962.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -619982.125000 Penalty: 4251.366211
	Iteration 22Q: 3 clusters Score -619982.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -619998.750000 Penalty: 4251.366211
	Iteration 23Q: 3 clusters Score -619998.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -620009.875000 Penalty: 4251.366211
	Iteration 24Q: 3 clusters Score -620009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -620018.312500 Penalty: 4251.366211
	Iteration 25Q: 3 clusters Score -620018.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -620025.437500 Penalty: 4251.366211
	Iteration 26Q: 3 clusters Score -620025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -620032.625000 Penalty: 4251.366211
	Iteration 27Q: 3 clusters Score -620032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -620036.875000 Penalty: 4251.366211
	Iteration 28Q: 3 clusters Score -620036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -620039.875000 Penalty: 4251.366211
	Iteration 29Q: 3 clusters Score -620039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -620042.187500 Penalty: 4251.366211
	Iteration 30Q: 3 clusters Score -620042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -620046.250000 Penalty: 4251.366211
	Iteration 31Q: 3 clusters Score -620046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -620049.562500 Penalty: 4251.366211
	Iteration 32Q: 3 clusters Score -620049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -620050.125000 Penalty: 4251.366211
	Iteration 33Q: 3 clusters Score -620050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -620052.500000 Penalty: 4251.366211
	Iteration 34Q: 3 clusters Score -620052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -620055.625000 Penalty: 4251.366211
	Iteration 35Q: 3 clusters Score -620055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -620055.625000 Penalty: 4251.366211
	Iteration 36Q: 3 clusters Score -620055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -620055.875000 Penalty: 4251.366211
	Iteration 37Q: 3 clusters Score -620055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -620057.187500 Penalty: 4251.366211
	Iteration 38Q: 3 clusters Score -620057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -620058.812500 Penalty: 4251.366211
	Iteration 39Q: 3 clusters Score -620058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -620059.437500 Penalty: 4251.366211
	Iteration 40F: 3 clusters Score -620059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -620058.562500 Penalty: 4251.366211
	Iteration 41Q: 3 clusters Score -620058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -620059.125000 Penalty: 4251.366211
	Iteration 42Q: 3 clusters Score -620059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -620059.312500 Penalty: 4251.366211
	Iteration 43Q: 3 clusters Score -620059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -620059.312500 Penalty: 4251.366211
	Iteration 44F: 3 clusters Score -620059.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Entering Unmasked Estep 
Score: -3974475.500000 Penalty: 2576.226562
	Iteration 0F: 2 clusters Score -3974476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3952188.750000 Penalty: 5152.453125
	Iteration 0F: 3 clusters Score -3952189 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3960668.750000 Penalty: 5152.453125
	Iteration 1F: 3 clusters Score -3960669 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3961407.750000 Penalty: 5152.453125
	Iteration 2F: 3 clusters Score -3961408 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3962273.000000 Penalty: 5152.453125
	Iteration 3F: 3 clusters Score -3962273 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3963204.500000 Penalty: 5152.453125
	Iteration 4F: 3 clusters Score -3963204 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3964395.750000 Penalty: 5152.453125
	Iteration 5F: 3 clusters Score -3964396 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3965837.750000 Penalty: 5152.453125
	Iteration 6F: 3 clusters Score -3965838 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3967287.250000 Penalty: 5152.453125
	Iteration 7F: 3 clusters Score -3967287 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3968613.750000 Penalty: 5152.453125
	Iteration 8F: 3 clusters Score -3968614 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3969849.000000 Penalty: 5152.453125
	Iteration 9Q: 3 clusters Score -3969849 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3970803.000000 Penalty: 5152.453125
	Iteration 10Q: 3 clusters Score -3970803 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3971400.500000 Penalty: 5152.453125
	Iteration 11Q: 3 clusters Score -3971400 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3971794.750000 Penalty: 5152.453125
	Iteration 12Q: 3 clusters Score -3971795 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3972053.750000 Penalty: 5152.453125
	Iteration 13Q: 3 clusters Score -3972054 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3972185.000000 Penalty: 5152.453125
	Iteration 14Q: 3 clusters Score -3972185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -3972269.000000 Penalty: 5152.453125
	Iteration 15Q: 3 clusters Score -3972269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3972330.750000 Penalty: 5152.453125
	Iteration 16Q: 3 clusters Score -3972331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3972363.750000 Penalty: 5152.453125
	Iteration 17Q: 3 clusters Score -3972364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3972391.000000 Penalty: 5152.453125
	Iteration 18Q: 3 clusters Score -3972391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -3972415.500000 Penalty: 5152.453125
	Iteration 19Q: 3 clusters Score -3972416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -3972424.000000 Penalty: 5152.453125
	Iteration 20F: 3 clusters Score -3972424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -3972436.000000 Penalty: 5152.453125
	Iteration 21Q: 3 clusters Score -3972436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3972449.000000 Penalty: 5152.453125
	Iteration 22Q: 3 clusters Score -3972449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3972454.000000 Penalty: 5152.453125
	Iteration 23Q: 3 clusters Score -3972454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3972468.500000 Penalty: 5152.453125
	Iteration 24Q: 3 clusters Score -3972468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3972468.250000 Penalty: 5152.453125
	Iteration 25Q: 3 clusters Score -3972468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -3972474.000000 Penalty: 5152.453125
	Iteration 26Q: 3 clusters Score -3972474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3972475.000000 Penalty: 5152.453125
	Iteration 27Q: 3 clusters Score -3972475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -3972476.750000 Penalty: 5152.453125
	Iteration 28Q: 3 clusters Score -3972477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -3972472.500000 Penalty: 5152.453125
	Iteration 29Q: 3 clusters Score -3972472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3972473.500000 Penalty: 5152.453125
	Iteration 30Q: 3 clusters Score -3972474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3972473.500000 Penalty: 5152.453125
	Iteration 31F: 3 clusters Score -3972474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Entering Unmasked Estep 
Score: -2354246.500000 Penalty: 2445.333008
	Iteration 0F: 2 clusters Score -2354246 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 9569 members 
Entering Unmasked Estep 
Score: -2340763.750000 Penalty: 4890.666016
	Iteration 0F: 3 clusters Score -2340764 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2345350.250000 Penalty: 4890.666016
	Iteration 1F: 3 clusters Score -2345350 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2345813.250000 Penalty: 4890.666016
	Iteration 2F: 3 clusters Score -2345813 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2346208.500000 Penalty: 4890.666016
	Iteration 3F: 3 clusters Score -2346208 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2346531.000000 Penalty: 4890.666016
	Iteration 4Q: 3 clusters Score -2346531 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2346800.000000 Penalty: 4890.666016
	Iteration 5Q: 3 clusters Score -2346800 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2347045.500000 Penalty: 4890.666016
	Iteration 6Q: 3 clusters Score -2347046 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2347241.750000 Penalty: 4890.666016
	Iteration 7Q: 3 clusters Score -2347242 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2347449.750000 Penalty: 4890.666016
	Iteration 8Q: 3 clusters Score -2347450 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2347609.250000 Penalty: 4890.666016
	Iteration 9Q: 3 clusters Score -2347609 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2347770.500000 Penalty: 4890.666016
	Iteration 10Q: 3 clusters Score -2347770 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2347930.250000 Penalty: 4890.666016
	Iteration 11Q: 3 clusters Score -2347930 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2348059.250000 Penalty: 4890.666016
	Iteration 12Q: 3 clusters Score -2348059 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2348185.500000 Penalty: 4890.666016
	Iteration 13Q: 3 clusters Score -2348186 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2348290.000000 Penalty: 4890.666016
	Iteration 14Q: 3 clusters Score -2348290 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2348366.000000 Penalty: 4890.666016
	Iteration 15Q: 3 clusters Score -2348366 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2348440.000000 Penalty: 4890.666016
	Iteration 16Q: 3 clusters Score -2348440 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2348492.750000 Penalty: 4890.666016
	Iteration 17Q: 3 clusters Score -2348493 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2348542.250000 Penalty: 4890.666016
	Iteration 18Q: 3 clusters Score -2348542 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2348581.250000 Penalty: 4890.666016
	Iteration 19Q: 3 clusters Score -2348581 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2348611.750000 Penalty: 4890.666016
	Iteration 20F: 3 clusters Score -2348612 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2348641.250000 Penalty: 4890.666016
	Iteration 21Q: 3 clusters Score -2348641 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2348674.500000 Penalty: 4890.666016
	Iteration 22Q: 3 clusters Score -2348674 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2348696.750000 Penalty: 4890.666016
	Iteration 23Q: 3 clusters Score -2348697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2348713.000000 Penalty: 4890.666016
	Iteration 24Q: 3 clusters Score -2348713 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2348729.250000 Penalty: 4890.666016
	Iteration 25Q: 3 clusters Score -2348729 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2348731.750000 Penalty: 4890.666016
	Iteration 26Q: 3 clusters Score -2348732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2348753.250000 Penalty: 4890.666016
	Iteration 27Q: 3 clusters Score -2348753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2348761.000000 Penalty: 4890.666016
	Iteration 28Q: 3 clusters Score -2348761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2348765.000000 Penalty: 4890.666016
	Iteration 29Q: 3 clusters Score -2348765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2348774.500000 Penalty: 4890.666016
	Iteration 30Q: 3 clusters Score -2348774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2348785.000000 Penalty: 4890.666016
	Iteration 31Q: 3 clusters Score -2348785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2348796.000000 Penalty: 4890.666016
	Iteration 32Q: 3 clusters Score -2348796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2348797.500000 Penalty: 4890.666016
	Iteration 33Q: 3 clusters Score -2348798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2348802.250000 Penalty: 4890.666016
	Iteration 34Q: 3 clusters Score -2348802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2348812.750000 Penalty: 4890.666016
	Iteration 35Q: 3 clusters Score -2348813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2348827.250000 Penalty: 4890.666016
	Iteration 36Q: 3 clusters Score -2348827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2348837.750000 Penalty: 4890.666016
	Iteration 37Q: 3 clusters Score -2348838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2348842.750000 Penalty: 4890.666016
	Iteration 38Q: 3 clusters Score -2348843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2348858.000000 Penalty: 4890.666016
	Iteration 39Q: 3 clusters Score -2348858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2348865.500000 Penalty: 4890.666016
	Iteration 40F: 3 clusters Score -2348866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2348874.500000 Penalty: 4890.666016
	Iteration 41Q: 3 clusters Score -2348874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2348893.750000 Penalty: 4890.666016
	Iteration 42Q: 3 clusters Score -2348894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2348918.750000 Penalty: 4890.666016
	Iteration 43Q: 3 clusters Score -2348919 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2348939.000000 Penalty: 4890.666016
	Iteration 44Q: 3 clusters Score -2348939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2348958.500000 Penalty: 4890.666016
	Iteration 45Q: 3 clusters Score -2348958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2348970.750000 Penalty: 4890.666016
	Iteration 46Q: 3 clusters Score -2348971 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2348986.750000 Penalty: 4890.666016
	Iteration 47Q: 3 clusters Score -2348987 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2349024.000000 Penalty: 4890.666016
	Iteration 48Q: 3 clusters Score -2349024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2349057.250000 Penalty: 4890.666016
	Iteration 49Q: 3 clusters Score -2349057 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2349084.250000 Penalty: 4890.666016
	Iteration 50Q: 3 clusters Score -2349084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2349119.250000 Penalty: 4890.666016
	Iteration 51Q: 3 clusters Score -2349119 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2349166.000000 Penalty: 4890.666016
	Iteration 52Q: 3 clusters Score -2349166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2349229.250000 Penalty: 4890.666016
	Iteration 53Q: 3 clusters Score -2349229 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2349296.750000 Penalty: 4890.666016
	Iteration 54Q: 3 clusters Score -2349297 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2349362.750000 Penalty: 4890.666016
	Iteration 55Q: 3 clusters Score -2349363 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2349461.500000 Penalty: 4890.666016
	Iteration 56Q: 3 clusters Score -2349462 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2349559.500000 Penalty: 4890.666016
	Iteration 57Q: 3 clusters Score -2349560 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2349673.250000 Penalty: 4890.666016
	Iteration 58Q: 3 clusters Score -2349673 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2349831.000000 Penalty: 4890.666016
	Iteration 59Q: 3 clusters Score -2349831 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2349985.250000 Penalty: 4890.666016
	Iteration 60F: 3 clusters Score -2349985 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2350148.000000 Penalty: 4890.666016
	Iteration 61Q: 3 clusters Score -2350148 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2350335.500000 Penalty: 4890.666016
	Iteration 62Q: 3 clusters Score -2350336 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2350519.250000 Penalty: 4890.666016
	Iteration 63Q: 3 clusters Score -2350519 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2350719.500000 Penalty: 4890.666016
	Iteration 64Q: 3 clusters Score -2350720 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2350918.500000 Penalty: 4890.666016
	Iteration 65Q: 3 clusters Score -2350918 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2351118.000000 Penalty: 4890.666016
	Iteration 66Q: 3 clusters Score -2351118 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2351287.500000 Penalty: 4890.666016
	Iteration 67Q: 3 clusters Score -2351288 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2351470.250000 Penalty: 4890.666016
	Iteration 68Q: 3 clusters Score -2351470 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2351596.500000 Penalty: 4890.666016
	Iteration 69Q: 3 clusters Score -2351596 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2351687.250000 Penalty: 4890.666016
	Iteration 70Q: 3 clusters Score -2351687 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2351760.750000 Penalty: 4890.666016
	Iteration 71Q: 3 clusters Score -2351761 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2351800.000000 Penalty: 4890.666016
	Iteration 72Q: 3 clusters Score -2351800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2351850.750000 Penalty: 4890.666016
	Iteration 73Q: 3 clusters Score -2351851 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2351903.250000 Penalty: 4890.666016
	Iteration 74Q: 3 clusters Score -2351903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2351947.250000 Penalty: 4890.666016
	Iteration 75Q: 3 clusters Score -2351947 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2351972.750000 Penalty: 4890.666016
	Iteration 76Q: 3 clusters Score -2351973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2352010.500000 Penalty: 4890.666016
	Iteration 77Q: 3 clusters Score -2352010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2352050.750000 Penalty: 4890.666016
	Iteration 78Q: 3 clusters Score -2352051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2352073.500000 Penalty: 4890.666016
	Iteration 79Q: 3 clusters Score -2352074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2352103.750000 Penalty: 4890.666016
	Iteration 80F: 3 clusters Score -2352104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2352126.750000 Penalty: 4890.666016
	Iteration 81Q: 3 clusters Score -2352127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2352141.000000 Penalty: 4890.666016
	Iteration 82Q: 3 clusters Score -2352141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2352152.250000 Penalty: 4890.666016
	Iteration 83Q: 3 clusters Score -2352152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2352160.750000 Penalty: 4890.666016
	Iteration 84Q: 3 clusters Score -2352161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2352170.000000 Penalty: 4890.666016
	Iteration 85Q: 3 clusters Score -2352170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2352177.750000 Penalty: 4890.666016
	Iteration 86Q: 3 clusters Score -2352178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2352182.000000 Penalty: 4890.666016
	Iteration 87Q: 3 clusters Score -2352182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2352186.250000 Penalty: 4890.666016
	Iteration 88Q: 3 clusters Score -2352186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2352189.000000 Penalty: 4890.666016
	Iteration 89Q: 3 clusters Score -2352189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2352195.750000 Penalty: 4890.666016
	Iteration 90Q: 3 clusters Score -2352196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2352199.250000 Penalty: 4890.666016
	Iteration 91Q: 3 clusters Score -2352199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2352199.500000 Penalty: 4890.666016
	Iteration 92Q: 3 clusters Score -2352200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2352204.500000 Penalty: 4890.666016
	Iteration 93Q: 3 clusters Score -2352204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2352206.000000 Penalty: 4890.666016
	Iteration 94Q: 3 clusters Score -2352206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2352208.000000 Penalty: 4890.666016
	Iteration 95Q: 3 clusters Score -2352208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2352208.000000 Penalty: 4890.666016
	Iteration 96F: 3 clusters Score -2352208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 45029 members 
Mstep: Class 4 contains 209714 members 
Mstep: Class 5 contains 29610 members 
Mstep: Class 6 contains 20350 members 
Mstep: Class 7 contains 7436 members 
Mstep: Class 8 contains 12281 members 
Mstep: Class 9 contains 107558 members 
Mstep: Class 10 contains 54296 members 
Mstep: Class 11 contains 21680 members 
Mstep: Class 12 contains 166467 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 10253 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 17 contains 17521 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 11446 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 201608 members 
Mstep: Class 25 contains 5278 members 
Mstep: Class 26 contains 32468 members 
Mstep: Class 27 contains 19153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124174752.000000 Penalty: 92743.140625
Iteration 79Q: 28 clusters Score -1.241748e+08 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 45084 members 
Mstep: Class 4 contains 210395 members 
Mstep: Class 5 contains 29600 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 8 contains 12259 members 
Mstep: Class 9 contains 107203 members 
Mstep: Class 10 contains 54304 members 
Mstep: Class 11 contains 21554 members 
Mstep: Class 12 contains 166472 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 10298 members 
Mstep: Class 16 contains 15156 members 
Mstep: Class 17 contains 17500 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 13268 members 
Mstep: Class 22 contains 11473 members 
Mstep: Class 23 contains 9945 members 
Mstep: Class 24 contains 201190 members 
Mstep: Class 25 contains 5281 members 
Mstep: Class 26 contains 32490 members 
Mstep: Class 27 contains 19157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124175328.000000 Penalty: 92743.140625
Iteration 80F: 28 clusters Score -1.241753e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 45097 members 
Mstep: Class 4 contains 211155 members 
Mstep: Class 5 contains 29596 members 
Mstep: Class 6 contains 20309 members 
Mstep: Class 7 contains 7418 members 
Mstep: Class 8 contains 12229 members 
Mstep: Class 9 contains 106865 members 
Mstep: Class 10 contains 54312 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 12 contains 166489 members 
Mstep: Class 13 contains 597 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 15168 members 
Mstep: Class 17 contains 17499 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 13409 members 
Mstep: Class 22 contains 11500 members 
Mstep: Class 23 contains 9943 members 
Mstep: Class 24 contains 200698 members 
Mstep: Class 25 contains 5286 members 
Mstep: Class 26 contains 32522 members 
Mstep: Class 27 contains 19163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124176544.000000 Penalty: 92743.140625
Iteration 81Q: 28 clusters Score -1.241765e+08 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 45120 members 
Mstep: Class 4 contains 211981 members 
Mstep: Class 5 contains 29588 members 
Mstep: Class 6 contains 20249 members 
Mstep: Class 7 contains 7406 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 106573 members 
Mstep: Class 10 contains 54319 members 
Mstep: Class 11 contains 21290 members 
Mstep: Class 12 contains 166489 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 10353 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 17482 members 
Mstep: Class 18 contains 3659 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 4246 members 
Mstep: Class 21 contains 13518 members 
Mstep: Class 22 contains 11526 members 
Mstep: Class 23 contains 9941 members 
Mstep: Class 24 contains 200249 members 
Mstep: Class 25 contains 5296 members 
Mstep: Class 26 contains 32542 members 
Mstep: Class 27 contains 19172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124177560.000000 Penalty: 92743.140625
Iteration 82Q: 28 clusters Score -1.241776e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 45151 members 
Mstep: Class 4 contains 212840 members 
Mstep: Class 5 contains 29587 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 12162 members 
Mstep: Class 9 contains 106367 members 
Mstep: Class 10 contains 54329 members 
Mstep: Class 11 contains 21141 members 
Mstep: Class 12 contains 166466 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 10363 members 
Mstep: Class 16 contains 15220 members 
Mstep: Class 17 contains 17473 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 13661 members 
Mstep: Class 22 contains 11537 members 
Mstep: Class 23 contains 9940 members 
Mstep: Class 24 contains 199671 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 26 contains 32559 members 
Mstep: Class 27 contains 19182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124178496.000000 Penalty: 92743.140625
Iteration 83Q: 28 clusters Score -1.241785e+08 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 45163 members 
Mstep: Class 4 contains 213722 members 
Mstep: Class 5 contains 29582 members 
Mstep: Class 6 contains 20113 members 
Mstep: Class 7 contains 7377 members 
Mstep: Class 8 contains 12116 members 
Mstep: Class 9 contains 106232 members 
Mstep: Class 10 contains 54341 members 
Mstep: Class 11 contains 20946 members 
Mstep: Class 12 contains 166489 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 10387 members 
Mstep: Class 16 contains 15249 members 
Mstep: Class 17 contains 17468 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 13776 members 
Mstep: Class 22 contains 11550 members 
Mstep: Class 23 contains 9939 members 
Mstep: Class 24 contains 199066 members 
Mstep: Class 25 contains 5293 members 
Mstep: Class 26 contains 32568 members 
Mstep: Class 27 contains 19194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124179584.000000 Penalty: 92743.140625
Iteration 84Q: 28 clusters Score -1.241796e+08 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 45185 members 
Mstep: Class 4 contains 214632 members 
Mstep: Class 5 contains 29571 members 
Mstep: Class 6 contains 20050 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 12059 members 
Mstep: Class 9 contains 106103 members 
Mstep: Class 10 contains 54358 members 
Mstep: Class 11 contains 20703 members 
Mstep: Class 12 contains 166499 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 15274 members 
Mstep: Class 17 contains 17461 members 
Mstep: Class 18 contains 3664 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 13886 members 
Mstep: Class 22 contains 11558 members 
Mstep: Class 23 contains 9938 members 
Mstep: Class 24 contains 198463 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 26 contains 32580 members 
Mstep: Class 27 contains 19198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124180568.000000 Penalty: 92743.140625
Iteration 85Q: 28 clusters Score -1.241806e+08 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 45197 members 
Mstep: Class 4 contains 215600 members 
Mstep: Class 5 contains 29567 members 
Mstep: Class 6 contains 19964 members 
Mstep: Class 7 contains 7361 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 9 contains 105992 members 
Mstep: Class 10 contains 54377 members 
Mstep: Class 11 contains 20421 members 
Mstep: Class 12 contains 166525 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 15302 members 
Mstep: Class 17 contains 17461 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 4159 members 
Mstep: Class 20 contains 4092 members 
Mstep: Class 21 contains 13995 members 
Mstep: Class 22 contains 11571 members 
Mstep: Class 23 contains 9937 members 
Mstep: Class 24 contains 197857 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 32580 members 
Mstep: Class 27 contains 19210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181568.000000 Penalty: 92743.140625
Iteration 86Q: 28 clusters Score -1.241816e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 45198 members 
Mstep: Class 4 contains 216591 members 
Mstep: Class 5 contains 29558 members 
Mstep: Class 6 contains 19912 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 11982 members 
Mstep: Class 9 contains 105956 members 
Mstep: Class 10 contains 54400 members 
Mstep: Class 11 contains 20080 members 
Mstep: Class 12 contains 166543 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 15335 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 4049 members 
Mstep: Class 21 contains 14081 members 
Mstep: Class 22 contains 11593 members 
Mstep: Class 23 contains 9936 members 
Mstep: Class 24 contains 197221 members 
Mstep: Class 25 contains 5302 members 
Mstep: Class 26 contains 32580 members 
Mstep: Class 27 contains 19219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181608.000000 Penalty: 92743.140625
Iteration 87Q: 28 clusters Score -1.241816e+08 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 45199 members 
Mstep: Class 4 contains 217687 members 
Mstep: Class 5 contains 29550 members 
Mstep: Class 6 contains 19839 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 11942 members 
Mstep: Class 9 contains 106038 members 
Mstep: Class 10 contains 54420 members 
Mstep: Class 11 contains 19678 members 
Mstep: Class 12 contains 166568 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 15360 members 
Mstep: Class 17 contains 17435 members 
Mstep: Class 18 contains 3664 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 14146 members 
Mstep: Class 22 contains 11603 members 
Mstep: Class 23 contains 9937 members 
Mstep: Class 24 contains 196478 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 32575 members 
Mstep: Class 27 contains 19231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181736.000000 Penalty: 92743.140625
Iteration 88Q: 28 clusters Score -1.241817e+08 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 45221 members 
Mstep: Class 4 contains 218781 members 
Mstep: Class 5 contains 29548 members 
Mstep: Class 6 contains 19774 members 
Mstep: Class 7 contains 7317 members 
Mstep: Class 8 contains 11879 members 
Mstep: Class 9 contains 106156 members 
Mstep: Class 10 contains 54444 members 
Mstep: Class 11 contains 19250 members 
Mstep: Class 12 contains 166585 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 15382 members 
Mstep: Class 17 contains 17427 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 11611 members 
Mstep: Class 23 contains 9936 members 
Mstep: Class 24 contains 195754 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 26 contains 32574 members 
Mstep: Class 27 contains 19246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182552.000000 Penalty: 92743.140625
Iteration 89Q: 28 clusters Score -1.241826e+08 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 45218 members 
Mstep: Class 4 contains 219732 members 
Mstep: Class 5 contains 29550 members 
Mstep: Class 6 contains 19709 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 8 contains 11819 members 
Mstep: Class 9 contains 106332 members 
Mstep: Class 10 contains 54459 members 
Mstep: Class 11 contains 18786 members 
Mstep: Class 12 contains 166599 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 15407 members 
Mstep: Class 17 contains 17420 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 11627 members 
Mstep: Class 23 contains 9936 members 
Mstep: Class 24 contains 195148 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 32571 members 
Mstep: Class 27 contains 19254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183848.000000 Penalty: 92743.140625
Iteration 90Q: 28 clusters Score -1.241838e+08 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 45228 members 
Mstep: Class 4 contains 220680 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 19626 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 11786 members 
Mstep: Class 9 contains 106544 members 
Mstep: Class 10 contains 54473 members 
Mstep: Class 11 contains 18309 members 
Mstep: Class 12 contains 166615 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 15422 members 
Mstep: Class 17 contains 17404 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 14256 members 
Mstep: Class 22 contains 11641 members 
Mstep: Class 23 contains 9934 members 
Mstep: Class 24 contains 194585 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 32571 members 
Mstep: Class 27 contains 19268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184744.000000 Penalty: 92743.140625
Iteration 91Q: 28 clusters Score -1.241847e+08 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 45266 members 
Mstep: Class 4 contains 221470 members 
Mstep: Class 5 contains 29544 members 
Mstep: Class 6 contains 19551 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 11764 members 
Mstep: Class 9 contains 106796 members 
Mstep: Class 10 contains 54484 members 
Mstep: Class 11 contains 17823 members 
Mstep: Class 12 contains 166620 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 15434 members 
Mstep: Class 17 contains 17395 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 3878 members 
Mstep: Class 21 contains 14270 members 
Mstep: Class 22 contains 11654 members 
Mstep: Class 23 contains 9932 members 
Mstep: Class 24 contains 194089 members 
Mstep: Class 25 contains 5299 members 
Mstep: Class 26 contains 32573 members 
Mstep: Class 27 contains 19272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185240.000000 Penalty: 92743.140625
Iteration 92Q: 28 clusters Score -1.241852e+08 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 45287 members 
Mstep: Class 4 contains 222225 members 
Mstep: Class 5 contains 29541 members 
Mstep: Class 6 contains 19463 members 
Mstep: Class 7 contains 7250 members 
Mstep: Class 8 contains 11724 members 
Mstep: Class 9 contains 107071 members 
Mstep: Class 10 contains 54500 members 
Mstep: Class 11 contains 17320 members 
Mstep: Class 12 contains 166625 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 15438 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 20 contains 3847 members 
Mstep: Class 21 contains 14282 members 
Mstep: Class 22 contains 11673 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 193667 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 26 contains 32580 members 
Mstep: Class 27 contains 19279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185960.000000 Penalty: 92743.140625
Iteration 93Q: 28 clusters Score -1.24186e+08 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 45298 members 
Mstep: Class 4 contains 222971 members 
Mstep: Class 5 contains 29543 members 
Mstep: Class 6 contains 19400 members 
Mstep: Class 7 contains 7227 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 107406 members 
Mstep: Class 10 contains 54512 members 
Mstep: Class 11 contains 16744 members 
Mstep: Class 12 contains 166628 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 15444 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 14313 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 9932 members 
Mstep: Class 24 contains 193243 members 
Mstep: Class 25 contains 5331 members 
Mstep: Class 26 contains 32588 members 
Mstep: Class 27 contains 19286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124187216.000000 Penalty: 92743.140625
Iteration 94Q: 28 clusters Score -1.241872e+08 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 223715 members 
Mstep: Class 5 contains 29541 members 
Mstep: Class 6 contains 19348 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 107737 members 
Mstep: Class 10 contains 54522 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 166616 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 10384 members 
Mstep: Class 16 contains 15454 members 
Mstep: Class 17 contains 17383 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 3754 members 
Mstep: Class 21 contains 14341 members 
Mstep: Class 22 contains 11702 members 
Mstep: Class 23 contains 9932 members 
Mstep: Class 24 contains 192756 members 
Mstep: Class 25 contains 5353 members 
Mstep: Class 26 contains 32601 members 
Mstep: Class 27 contains 19293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124187960.000000 Penalty: 92743.140625
Iteration 95Q: 28 clusters Score -1.24188e+08 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 45311 members 
Mstep: Class 4 contains 224469 members 
Mstep: Class 5 contains 29538 members 
Mstep: Class 6 contains 19312 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 8 contains 11611 members 
Mstep: Class 9 contains 108041 members 
Mstep: Class 10 contains 54531 members 
Mstep: Class 11 contains 15662 members 
Mstep: Class 12 contains 166625 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 10377 members 
Mstep: Class 16 contains 15457 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 21 contains 14356 members 
Mstep: Class 22 contains 11712 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 192357 members 
Mstep: Class 25 contains 5353 members 
Mstep: Class 26 contains 32605 members 
Mstep: Class 27 contains 19297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124188800.000000 Penalty: 92743.140625
Iteration 96Q: 28 clusters Score -1.241888e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 45303 members 
Mstep: Class 4 contains 225228 members 
Mstep: Class 5 contains 29534 members 
Mstep: Class 6 contains 19286 members 
Mstep: Class 7 contains 7189 members 
Mstep: Class 8 contains 11545 members 
Mstep: Class 9 contains 108414 members 
Mstep: Class 10 contains 54540 members 
Mstep: Class 11 contains 15065 members 
Mstep: Class 12 contains 166628 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 10362 members 
Mstep: Class 16 contains 15471 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 14341 members 
Mstep: Class 22 contains 11715 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 191988 members 
Mstep: Class 25 contains 5355 members 
Mstep: Class 26 contains 32602 members 
Mstep: Class 27 contains 19300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189152.000000 Penalty: 92743.140625
Iteration 97Q: 28 clusters Score -1.241892e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5294 members 
Mstep: Class 3 contains 45305 members 
Mstep: Class 4 contains 225963 members 
Mstep: Class 5 contains 29529 members 
Mstep: Class 6 contains 19260 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 11485 members 
Mstep: Class 9 contains 108817 members 
Mstep: Class 10 contains 54547 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 12 contains 166631 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 10349 members 
Mstep: Class 16 contains 15480 members 
Mstep: Class 17 contains 17375 members 
Mstep: Class 18 contains 3676 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 14274 members 
Mstep: Class 22 contains 11720 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 191627 members 
Mstep: Class 25 contains 5366 members 
Mstep: Class 26 contains 32603 members 
Mstep: Class 27 contains 19304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189848.000000 Penalty: 92743.140625
Iteration 98Q: 28 clusters Score -1.241898e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5291 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 226743 members 
Mstep: Class 5 contains 29518 members 
Mstep: Class 6 contains 19234 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 8 contains 11425 members 
Mstep: Class 9 contains 109249 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 13881 members 
Mstep: Class 12 contains 166628 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 10336 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 3601 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 9930 members 
Mstep: Class 24 contains 191224 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 32582 members 
Mstep: Class 27 contains 19309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124190432.000000 Penalty: 92743.140625
Iteration 99Q: 28 clusters Score -1.241904e+08 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 45285 members 
Mstep: Class 4 contains 227346 members 
Mstep: Class 5 contains 29517 members 
Mstep: Class 6 contains 19176 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 109695 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 13320 members 
Mstep: Class 12 contains 166642 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 10336 members 
Mstep: Class 16 contains 15514 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 14068 members 
Mstep: Class 22 contains 11734 members 
Mstep: Class 23 contains 9928 members 
Mstep: Class 24 contains 190967 members 
Mstep: Class 25 contains 5410 members 
Mstep: Class 26 contains 32576 members 
Mstep: Class 27 contains 19316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124191696.000000 Penalty: 92743.140625
Iteration 100F: 28 clusters Score -1.241917e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5284 members 
Mstep: Class 3 contains 45262 members 
Mstep: Class 4 contains 227959 members 
Mstep: Class 5 contains 29512 members 
Mstep: Class 6 contains 19111 members 
Mstep: Class 7 contains 7121 members 
Mstep: Class 8 contains 11307 members 
Mstep: Class 9 contains 110137 members 
Mstep: Class 10 contains 54567 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 166642 members 
Mstep: Class 13 contains 598 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 10332 members 
Mstep: Class 16 contains 15528 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 3548 members 
Mstep: Class 21 contains 13997 members 
Mstep: Class 22 contains 11741 members 
Mstep: Class 23 contains 9927 members 
Mstep: Class 24 contains 190717 members 
Mstep: Class 25 contains 5425 members 
Mstep: Class 26 contains 32570 members 
Mstep: Class 27 contains 19321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124192616.000000 Penalty: 92743.140625
Iteration 101Q: 28 clusters Score -1.241926e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 45232 members 
Mstep: Class 4 contains 228557 members 
Mstep: Class 5 contains 29507 members 
Mstep: Class 6 contains 19023 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 11263 members 
Mstep: Class 9 contains 110612 members 
Mstep: Class 10 contains 54581 members 
Mstep: Class 11 contains 12223 members 
Mstep: Class 12 contains 166639 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 15534 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 13892 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 9927 members 
Mstep: Class 24 contains 190488 members 
Mstep: Class 25 contains 5438 members 
Mstep: Class 26 contains 32576 members 
Mstep: Class 27 contains 19324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124193040.000000 Penalty: 92743.140625
Iteration 102Q: 28 clusters Score -1.24193e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 45195 members 
Mstep: Class 4 contains 229062 members 
Mstep: Class 5 contains 29507 members 
Mstep: Class 6 contains 18946 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 11233 members 
Mstep: Class 9 contains 111050 members 
Mstep: Class 10 contains 54597 members 
Mstep: Class 11 contains 11731 members 
Mstep: Class 12 contains 166632 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 10305 members 
Mstep: Class 16 contains 15540 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 3509 members 
Mstep: Class 21 contains 13799 members 
Mstep: Class 22 contains 11759 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 190283 members 
Mstep: Class 25 contains 5453 members 
Mstep: Class 26 contains 32582 members 
Mstep: Class 27 contains 19329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124193424.000000 Penalty: 92743.140625
Iteration 103Q: 28 clusters Score -1.241934e+08 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 45159 members 
Mstep: Class 4 contains 229481 members 
Mstep: Class 5 contains 29499 members 
Mstep: Class 6 contains 18850 members 
Mstep: Class 7 contains 7041 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 111540 members 
Mstep: Class 10 contains 54620 members 
Mstep: Class 11 contains 11276 members 
Mstep: Class 12 contains 166625 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 10291 members 
Mstep: Class 16 contains 15559 members 
Mstep: Class 17 contains 17365 members 
Mstep: Class 18 contains 3648 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 13687 members 
Mstep: Class 22 contains 11770 members 
Mstep: Class 23 contains 9922 members 
Mstep: Class 24 contains 190110 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 32588 members 
Mstep: Class 27 contains 19332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194144.000000 Penalty: 92743.140625
Iteration 104Q: 28 clusters Score -1.241941e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5265 members 
Mstep: Class 3 contains 45134 members 
Mstep: Class 4 contains 229811 members 
Mstep: Class 5 contains 29493 members 
Mstep: Class 6 contains 18750 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 11186 members 
Mstep: Class 9 contains 112058 members 
Mstep: Class 10 contains 54627 members 
Mstep: Class 11 contains 10868 members 
Mstep: Class 12 contains 166623 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4925 members 
Mstep: Class 15 contains 10268 members 
Mstep: Class 16 contains 15586 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 3641 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 13570 members 
Mstep: Class 22 contains 11778 members 
Mstep: Class 23 contains 9922 members 
Mstep: Class 24 contains 189961 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 32592 members 
Mstep: Class 27 contains 19337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194392.000000 Penalty: 92743.140625
Iteration 105Q: 28 clusters Score -1.241944e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5258 members 
Mstep: Class 3 contains 45071 members 
Mstep: Class 4 contains 230105 members 
Mstep: Class 5 contains 29485 members 
Mstep: Class 6 contains 18615 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 11176 members 
Mstep: Class 9 contains 112582 members 
Mstep: Class 10 contains 54636 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 166607 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4930 members 
Mstep: Class 15 contains 10257 members 
Mstep: Class 16 contains 15595 members 
Mstep: Class 17 contains 17352 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 11786 members 
Mstep: Class 23 contains 9921 members 
Mstep: Class 24 contains 189797 members 
Mstep: Class 25 contains 5538 members 
Mstep: Class 26 contains 32605 members 
Mstep: Class 27 contains 19340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194688.000000 Penalty: 92743.140625
Iteration 106Q: 28 clusters Score -1.241947e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5248 members 
Mstep: Class 3 contains 45015 members 
Mstep: Class 4 contains 230367 members 
Mstep: Class 5 contains 29477 members 
Mstep: Class 6 contains 18493 members 
Mstep: Class 7 contains 6933 members 
Mstep: Class 8 contains 11174 members 
Mstep: Class 9 contains 113136 members 
Mstep: Class 10 contains 54647 members 
Mstep: Class 11 contains 10202 members 
Mstep: Class 12 contains 166601 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 15602 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 13402 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 9918 members 
Mstep: Class 24 contains 189568 members 
Mstep: Class 25 contains 5577 members 
Mstep: Class 26 contains 32620 members 
Mstep: Class 27 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194920.000000 Penalty: 92743.140625
Iteration 107Q: 28 clusters Score -1.241949e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 44968 members 
Mstep: Class 4 contains 230534 members 
Mstep: Class 5 contains 29472 members 
Mstep: Class 6 contains 18393 members 
Mstep: Class 7 contains 6896 members 
Mstep: Class 8 contains 11165 members 
Mstep: Class 9 contains 113719 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 9915 members 
Mstep: Class 12 contains 166592 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4946 members 
Mstep: Class 15 contains 10208 members 
Mstep: Class 16 contains 15602 members 
Mstep: Class 17 contains 17352 members 
Mstep: Class 18 contains 3624 members 
Mstep: Class 19 contains 4066 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 11797 members 
Mstep: Class 23 contains 9918 members 
Mstep: Class 24 contains 189389 members 
Mstep: Class 25 contains 5612 members 
Mstep: Class 26 contains 32635 members 
Mstep: Class 27 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194600.000000 Penalty: 92743.140625
Iteration 108Q: 28 clusters Score -1.241946e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 44932 members 
Mstep: Class 4 contains 230616 members 
Mstep: Class 5 contains 29464 members 
Mstep: Class 6 contains 18288 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 11161 members 
Mstep: Class 9 contains 114308 members 
Mstep: Class 10 contains 54686 members 
Mstep: Class 11 contains 9650 members 
Mstep: Class 12 contains 166572 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 10177 members 
Mstep: Class 16 contains 15595 members 
Mstep: Class 17 contains 17342 members 
Mstep: Class 18 contains 3619 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 13206 members 
Mstep: Class 22 contains 11804 members 
Mstep: Class 23 contains 9916 members 
Mstep: Class 24 contains 189260 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 32659 members 
Mstep: Class 27 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194856.000000 Penalty: 92743.140625
Iteration 109Q: 28 clusters Score -1.241949e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 44886 members 
Mstep: Class 4 contains 230748 members 
Mstep: Class 5 contains 29456 members 
Mstep: Class 6 contains 18175 members 
Mstep: Class 7 contains 6799 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 114870 members 
Mstep: Class 10 contains 54702 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 166552 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4962 members 
Mstep: Class 15 contains 10150 members 
Mstep: Class 16 contains 15573 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 3617 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 13133 members 
Mstep: Class 22 contains 11818 members 
Mstep: Class 23 contains 9916 members 
Mstep: Class 24 contains 189114 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 32670 members 
Mstep: Class 27 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194816.000000 Penalty: 92743.140625
Iteration 110Q: 28 clusters Score -1.241948e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5192 members 
Mstep: Class 3 contains 44853 members 
Mstep: Class 4 contains 230862 members 
Mstep: Class 5 contains 29451 members 
Mstep: Class 6 contains 18059 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 11155 members 
Mstep: Class 9 contains 115392 members 
Mstep: Class 10 contains 54723 members 
Mstep: Class 11 contains 9189 members 
Mstep: Class 12 contains 166526 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4969 members 
Mstep: Class 15 contains 10141 members 
Mstep: Class 16 contains 15555 members 
Mstep: Class 17 contains 17327 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 13061 members 
Mstep: Class 22 contains 11828 members 
Mstep: Class 23 contains 9915 members 
Mstep: Class 24 contains 188969 members 
Mstep: Class 25 contains 5770 members 
Mstep: Class 26 contains 32691 members 
Mstep: Class 27 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124195336.000000 Penalty: 92743.140625
Iteration 111Q: 28 clusters Score -1.241953e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 44825 members 
Mstep: Class 4 contains 230913 members 
Mstep: Class 5 contains 29443 members 
Mstep: Class 6 contains 17952 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 11162 members 
Mstep: Class 9 contains 115922 members 
Mstep: Class 10 contains 54738 members 
Mstep: Class 11 contains 8999 members 
Mstep: Class 12 contains 166499 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10134 members 
Mstep: Class 16 contains 15538 members 
Mstep: Class 17 contains 17320 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 13002 members 
Mstep: Class 22 contains 11836 members 
Mstep: Class 23 contains 9914 members 
Mstep: Class 24 contains 188832 members 
Mstep: Class 25 contains 5816 members 
Mstep: Class 26 contains 32700 members 
Mstep: Class 27 contains 19352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124195736.000000 Penalty: 92743.140625
Iteration 112Q: 28 clusters Score -1.241957e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 44792 members 
Mstep: Class 4 contains 230891 members 
Mstep: Class 5 contains 29430 members 
Mstep: Class 6 contains 17844 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 11168 members 
Mstep: Class 9 contains 116476 members 
Mstep: Class 10 contains 54749 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 166475 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 10126 members 
Mstep: Class 16 contains 15534 members 
Mstep: Class 17 contains 17323 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 12939 members 
Mstep: Class 22 contains 11836 members 
Mstep: Class 23 contains 9914 members 
Mstep: Class 24 contains 188754 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 32702 members 
Mstep: Class 27 contains 19354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196264.000000 Penalty: 92743.140625
Iteration 113Q: 28 clusters Score -1.241963e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 44761 members 
Mstep: Class 4 contains 230859 members 
Mstep: Class 5 contains 29421 members 
Mstep: Class 6 contains 17750 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 11181 members 
Mstep: Class 9 contains 117030 members 
Mstep: Class 10 contains 54765 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 166457 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 15522 members 
Mstep: Class 17 contains 17331 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 12877 members 
Mstep: Class 22 contains 11845 members 
Mstep: Class 23 contains 9913 members 
Mstep: Class 24 contains 188646 members 
Mstep: Class 25 contains 5907 members 
Mstep: Class 26 contains 32708 members 
Mstep: Class 27 contains 19358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196160.000000 Penalty: 92743.140625
Iteration 114Q: 28 clusters Score -1.241962e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5161 members 
Mstep: Class 3 contains 44737 members 
Mstep: Class 4 contains 230848 members 
Mstep: Class 5 contains 29420 members 
Mstep: Class 6 contains 17645 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 11206 members 
Mstep: Class 9 contains 117571 members 
Mstep: Class 10 contains 54776 members 
Mstep: Class 11 contains 8409 members 
Mstep: Class 12 contains 166422 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4996 members 
Mstep: Class 15 contains 10093 members 
Mstep: Class 16 contains 15508 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 4057 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 12823 members 
Mstep: Class 22 contains 11854 members 
Mstep: Class 23 contains 9912 members 
Mstep: Class 24 contains 188541 members 
Mstep: Class 25 contains 5965 members 
Mstep: Class 26 contains 32709 members 
Mstep: Class 27 contains 19363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196224.000000 Penalty: 92743.140625
Iteration 115Q: 28 clusters Score -1.241962e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5162 members 
Mstep: Class 3 contains 44726 members 
Mstep: Class 4 contains 230788 members 
Mstep: Class 5 contains 29416 members 
Mstep: Class 6 contains 17552 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 11223 members 
Mstep: Class 9 contains 118084 members 
Mstep: Class 10 contains 54784 members 
Mstep: Class 11 contains 8247 members 
Mstep: Class 12 contains 166386 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 10073 members 
Mstep: Class 16 contains 15501 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 11864 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 188422 members 
Mstep: Class 25 contains 6018 members 
Mstep: Class 26 contains 32719 members 
Mstep: Class 27 contains 19367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196360.000000 Penalty: 92743.140625
Iteration 116Q: 28 clusters Score -1.241964e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5168 members 
Mstep: Class 3 contains 44716 members 
Mstep: Class 4 contains 230678 members 
Mstep: Class 5 contains 29411 members 
Mstep: Class 6 contains 17466 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 11244 members 
Mstep: Class 9 contains 118632 members 
Mstep: Class 10 contains 54786 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 166351 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 10065 members 
Mstep: Class 16 contains 15481 members 
Mstep: Class 17 contains 17342 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 4045 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 12736 members 
Mstep: Class 22 contains 11872 members 
Mstep: Class 23 contains 9908 members 
Mstep: Class 24 contains 188319 members 
Mstep: Class 25 contains 6064 members 
Mstep: Class 26 contains 32737 members 
Mstep: Class 27 contains 19371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196424.000000 Penalty: 92743.140625
Iteration 117Q: 28 clusters Score -1.241964e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 44691 members 
Mstep: Class 4 contains 230511 members 
Mstep: Class 5 contains 29407 members 
Mstep: Class 6 contains 17396 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 119212 members 
Mstep: Class 10 contains 54780 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 10061 members 
Mstep: Class 16 contains 15461 members 
Mstep: Class 17 contains 17343 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 11879 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 188211 members 
Mstep: Class 25 contains 6115 members 
Mstep: Class 26 contains 32751 members 
Mstep: Class 27 contains 19373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196400.000000 Penalty: 92743.140625
Iteration 118Q: 28 clusters Score -1.241964e+08 nChanged 1897
Entering ConstructFrom: 
Score: -124196400.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -215936.500000 Penalty: 1885.519287
	Iteration 0F: 2 clusters Score -215936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213315.656250 Penalty: 3771.038574
	Iteration 0F: 3 clusters Score -213315.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214039.453125 Penalty: 3771.038574
	Iteration 1F: 3 clusters Score -214039.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -214770.234375 Penalty: 3771.038574
	Iteration 2F: 3 clusters Score -214770.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -215873.343750 Penalty: 3771.038574
	Iteration 3F: 3 clusters Score -215873.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -216824.812500 Penalty: 3771.038574
	Iteration 4F: 3 clusters Score -216824.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -217166.406250 Penalty: 3771.038574
	Iteration 5F: 3 clusters Score -217166.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217513.812500 Penalty: 3771.038574
	Iteration 6Q: 3 clusters Score -217513.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -217633.406250 Penalty: 3771.038574
	Iteration 7Q: 3 clusters Score -217633.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217677.093750 Penalty: 3771.038574
	Iteration 8Q: 3 clusters Score -217677.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -217719.296875 Penalty: 3771.038574
	Iteration 9Q: 3 clusters Score -217719.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217746.890625 Penalty: 3771.038574
	Iteration 10Q: 3 clusters Score -217746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -217784.734375 Penalty: 3771.038574
	Iteration 11Q: 3 clusters Score -217784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217819.765625 Penalty: 3771.038574
	Iteration 12Q: 3 clusters Score -217819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217863.906250 Penalty: 3771.038574
	Iteration 13Q: 3 clusters Score -217863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -217887.640625 Penalty: 3771.038574
	Iteration 14Q: 3 clusters Score -217887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217893.406250 Penalty: 3771.038574
	Iteration 15Q: 3 clusters Score -217893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217893.406250 Penalty: 3771.038574
	Iteration 16F: 3 clusters Score -217893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 44675 members 
Mstep: Class 4 contains 230336 members 
Mstep: Class 5 contains 29399 members 
Mstep: Class 6 contains 17315 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 11266 members 
Mstep: Class 9 contains 119762 members 
Mstep: Class 10 contains 54794 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 166297 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 10054 members 
Mstep: Class 16 contains 15443 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 12657 members 
Mstep: Class 22 contains 11882 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 188149 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 32760 members 
Mstep: Class 27 contains 19376 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
Score: -124196768.000000 Penalty: 96178.070312
Splitting cluster 1 changes total score from -124196400.000000 to -124196768.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -592323.250000 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -592323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -587637.875000 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -587637.9 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -588978.062500 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -588978.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -589538.250000 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -589538.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -589971.437500 Penalty: 4242.357422
	Iteration 3F: 3 clusters Score -589971.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -590318.250000 Penalty: 4242.357422
	Iteration 4F: 3 clusters Score -590318.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -590591.187500 Penalty: 4242.357422
	Iteration 5F: 3 clusters Score -590591.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -590768.812500 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -590768.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -590865.937500 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -590865.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -590920.250000 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -590920.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590960.625000 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -590960.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -590998.625000 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -590998.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -591019.062500 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -591019.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -591037.125000 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -591037.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -591051.500000 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -591051.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -591058.875000 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -591058.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -591066.812500 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -591066.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -591067.562500 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -591067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -591069.375000 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -591069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -591070.000000 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -591070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -591068.312500 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -591068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -591069.437500 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -591069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -591072.187500 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -591072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -591070.562500 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -591070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -591071.250000 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -591071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -591071.000000 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -591071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -591071.000000 Penalty: 4242.357422
	Iteration 25F: 3 clusters Score -591071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Entering Unmasked Estep 
Score: -5284831.000000 Penalty: 2655.377930
	Iteration 0F: 2 clusters Score -5284831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5254810.000000 Penalty: 5310.755859
	Iteration 0F: 3 clusters Score -5254810 nChanged 20416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5266045.000000 Penalty: 5310.755859
	Iteration 1F: 3 clusters Score -5266045 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5266615.000000 Penalty: 5310.755859
	Iteration 2Q: 3 clusters Score -5266615 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5267112.500000 Penalty: 5310.755859
	Iteration 3Q: 3 clusters Score -5267112 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -5267752.000000 Penalty: 5310.755859
	Iteration 4Q: 3 clusters Score -5267752 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5268556.000000 Penalty: 5310.755859
	Iteration 5Q: 3 clusters Score -5268556 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5269772.500000 Penalty: 5310.755859
	Iteration 6Q: 3 clusters Score -5269772 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5271436.000000 Penalty: 5310.755859
	Iteration 7F: 3 clusters Score -5271436 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -5273616.500000 Penalty: 5310.755859
	Iteration 8F: 3 clusters Score -5273616 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5275845.000000 Penalty: 5310.755859
	Iteration 9F: 3 clusters Score -5275845 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5277860.500000 Penalty: 5310.755859
	Iteration 10F: 3 clusters Score -5277860 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5279667.500000 Penalty: 5310.755859
	Iteration 11F: 3 clusters Score -5279668 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5281157.500000 Penalty: 5310.755859
	Iteration 12Q: 3 clusters Score -5281158 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5282056.000000 Penalty: 5310.755859
	Iteration 13Q: 3 clusters Score -5282056 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -5282452.000000 Penalty: 5310.755859
	Iteration 14Q: 3 clusters Score -5282452 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5282636.500000 Penalty: 5310.755859
	Iteration 15Q: 3 clusters Score -5282636 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -5282687.000000 Penalty: 5310.755859
	Iteration 16Q: 3 clusters Score -5282687 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5282728.500000 Penalty: 5310.755859
	Iteration 17Q: 3 clusters Score -5282728 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5282737.000000 Penalty: 5310.755859
	Iteration 18Q: 3 clusters Score -5282737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5282753.000000 Penalty: 5310.755859
	Iteration 19Q: 3 clusters Score -5282753 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5282767.000000 Penalty: 5310.755859
	Iteration 20F: 3 clusters Score -5282767 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5282777.500000 Penalty: 5310.755859
	Iteration 21Q: 3 clusters Score -5282778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5282789.500000 Penalty: 5310.755859
	Iteration 22Q: 3 clusters Score -5282790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -5282787.000000 Penalty: 5310.755859
	Iteration 23Q: 3 clusters Score -5282787 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5282787.500000 Penalty: 5310.755859
	Iteration 24Q: 3 clusters Score -5282788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -5282803.000000 Penalty: 5310.755859
	Iteration 25Q: 3 clusters Score -5282803 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -5282811.500000 Penalty: 5310.755859
	Iteration 26Q: 3 clusters Score -5282812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5282815.500000 Penalty: 5310.755859
	Iteration 27Q: 3 clusters Score -5282816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5282820.000000 Penalty: 5310.755859
	Iteration 28Q: 3 clusters Score -5282820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5282825.500000 Penalty: 5310.755859
	Iteration 29Q: 3 clusters Score -5282826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5282830.000000 Penalty: 5310.755859
	Iteration 30Q: 3 clusters Score -5282830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5282841.500000 Penalty: 5310.755859
	Iteration 31Q: 3 clusters Score -5282842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5282826.500000 Penalty: 5310.755859
	Iteration 32Q: 3 clusters Score -5282826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -5282842.500000 Penalty: 5310.755859
	Iteration 33Q: 3 clusters Score -5282842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5282858.500000 Penalty: 5310.755859
	Iteration 34Q: 3 clusters Score -5282858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -5282868.500000 Penalty: 5310.755859
	Iteration 35Q: 3 clusters Score -5282868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -5282862.500000 Penalty: 5310.755859
	Iteration 36Q: 3 clusters Score -5282862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -5282874.500000 Penalty: 5310.755859
	Iteration 37Q: 3 clusters Score -5282874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -5282886.000000 Penalty: 5310.755859
	Iteration 38Q: 3 clusters Score -5282886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -5282879.000000 Penalty: 5310.755859
	Iteration 39Q: 3 clusters Score -5282879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5282888.500000 Penalty: 5310.755859
	Iteration 40F: 3 clusters Score -5282888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -5282893.500000 Penalty: 5310.755859
	Iteration 41Q: 3 clusters Score -5282894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -5282888.000000 Penalty: 5310.755859
	Iteration 42Q: 3 clusters Score -5282888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -5282890.000000 Penalty: 5310.755859
	Iteration 43Q: 3 clusters Score -5282890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -5282905.000000 Penalty: 5310.755859
	Iteration 44Q: 3 clusters Score -5282905 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -5282914.000000 Penalty: 5310.755859
	Iteration 45Q: 3 clusters Score -5282914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5282921.000000 Penalty: 5310.755859
	Iteration 46Q: 3 clusters Score -5282921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -5282926.000000 Penalty: 5310.755859
	Iteration 47Q: 3 clusters Score -5282926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -5282934.500000 Penalty: 5310.755859
	Iteration 48Q: 3 clusters Score -5282934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -5282930.000000 Penalty: 5310.755859
	Iteration 49Q: 3 clusters Score -5282930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -5282937.000000 Penalty: 5310.755859
	Iteration 50Q: 3 clusters Score -5282937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -5282933.000000 Penalty: 5310.755859
	Iteration 51Q: 3 clusters Score -5282933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -5282940.000000 Penalty: 5310.755859
	Iteration 52Q: 3 clusters Score -5282940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -5282951.000000 Penalty: 5310.755859
	Iteration 53Q: 3 clusters Score -5282951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -5282948.000000 Penalty: 5310.755859
	Iteration 54Q: 3 clusters Score -5282948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -5282962.000000 Penalty: 5310.755859
	Iteration 55Q: 3 clusters Score -5282962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5282971.000000 Penalty: 5310.755859
	Iteration 56Q: 3 clusters Score -5282971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5282982.500000 Penalty: 5310.755859
	Iteration 57Q: 3 clusters Score -5282982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5282994.500000 Penalty: 5310.755859
	Iteration 58Q: 3 clusters Score -5282994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -5283005.000000 Penalty: 5310.755859
	Iteration 59Q: 3 clusters Score -5283005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -5283014.000000 Penalty: 5310.755859
	Iteration 60F: 3 clusters Score -5283014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5283022.500000 Penalty: 5310.755859
	Iteration 61Q: 3 clusters Score -5283022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -5283020.500000 Penalty: 5310.755859
	Iteration 62Q: 3 clusters Score -5283020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -5283042.000000 Penalty: 5310.755859
	Iteration 63Q: 3 clusters Score -5283042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -5283037.500000 Penalty: 5310.755859
	Iteration 64Q: 3 clusters Score -5283038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -5283035.000000 Penalty: 5310.755859
	Iteration 65Q: 3 clusters Score -5283035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -5283035.000000 Penalty: 5310.755859
	Iteration 66Q: 3 clusters Score -5283035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -5283037.500000 Penalty: 5310.755859
	Iteration 67Q: 3 clusters Score -5283038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -5283044.500000 Penalty: 5310.755859
	Iteration 68Q: 3 clusters Score -5283044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -5283046.000000 Penalty: 5310.755859
	Iteration 69Q: 3 clusters Score -5283046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -5283049.500000 Penalty: 5310.755859
	Iteration 70Q: 3 clusters Score -5283050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -5283059.000000 Penalty: 5310.755859
	Iteration 71Q: 3 clusters Score -5283059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -5283037.000000 Penalty: 5310.755859
	Iteration 72Q: 3 clusters Score -5283037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -5283043.000000 Penalty: 5310.755859
	Iteration 73Q: 3 clusters Score -5283043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -5283058.500000 Penalty: 5310.755859
	Iteration 74Q: 3 clusters Score -5283058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -5283059.000000 Penalty: 5310.755859
	Iteration 75Q: 3 clusters Score -5283059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5283065.500000 Penalty: 5310.755859
	Iteration 76Q: 3 clusters Score -5283066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -5283067.500000 Penalty: 5310.755859
	Iteration 77Q: 3 clusters Score -5283068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -5283085.000000 Penalty: 5310.755859
	Iteration 78Q: 3 clusters Score -5283085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5283102.500000 Penalty: 5310.755859
	Iteration 79Q: 3 clusters Score -5283102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -5283107.000000 Penalty: 5310.755859
	Iteration 80F: 3 clusters Score -5283107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5283104.000000 Penalty: 5310.755859
	Iteration 81Q: 3 clusters Score -5283104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -5283100.000000 Penalty: 5310.755859
	Iteration 82Q: 3 clusters Score -5283100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -5283109.500000 Penalty: 5310.755859
	Iteration 83Q: 3 clusters Score -5283110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -5283117.500000 Penalty: 5310.755859
	Iteration 84Q: 3 clusters Score -5283118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -5283116.500000 Penalty: 5310.755859
	Iteration 85Q: 3 clusters Score -5283116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -5283116.500000 Penalty: 5310.755859
	Iteration 86Q: 3 clusters Score -5283116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -5283118.000000 Penalty: 5310.755859
	Iteration 87Q: 3 clusters Score -5283118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -5283128.500000 Penalty: 5310.755859
	Iteration 88Q: 3 clusters Score -5283128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -5283140.000000 Penalty: 5310.755859
	Iteration 89Q: 3 clusters Score -5283140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -5283155.500000 Penalty: 5310.755859
	Iteration 90Q: 3 clusters Score -5283156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5283153.500000 Penalty: 5310.755859
	Iteration 91Q: 3 clusters Score -5283154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -5283167.500000 Penalty: 5310.755859
	Iteration 92Q: 3 clusters Score -5283168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -5283182.000000 Penalty: 5310.755859
	Iteration 93Q: 3 clusters Score -5283182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -5283183.500000 Penalty: 5310.755859
	Iteration 94Q: 3 clusters Score -5283184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -5283199.000000 Penalty: 5310.755859
	Iteration 95Q: 3 clusters Score -5283199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -5283195.500000 Penalty: 5310.755859
	Iteration 96Q: 3 clusters Score -5283196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -5283202.500000 Penalty: 5310.755859
	Iteration 97Q: 3 clusters Score -5283202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -5283224.000000 Penalty: 5310.755859
	Iteration 98Q: 3 clusters Score -5283224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5283216.500000 Penalty: 5310.755859
	Iteration 99Q: 3 clusters Score -5283216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -5283235.000000 Penalty: 5310.755859
	Iteration 100F: 3 clusters Score -5283235 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -5283246.500000 Penalty: 5310.755859
	Iteration 101Q: 3 clusters Score -5283246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -5283257.000000 Penalty: 5310.755859
	Iteration 102Q: 3 clusters Score -5283257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -5283259.500000 Penalty: 5310.755859
	Iteration 103Q: 3 clusters Score -5283260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -5283256.500000 Penalty: 5310.755859
	Iteration 104Q: 3 clusters Score -5283256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5283279.000000 Penalty: 5310.755859
	Iteration 105Q: 3 clusters Score -5283279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5283280.500000 Penalty: 5310.755859
	Iteration 106Q: 3 clusters Score -5283280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -5283275.000000 Penalty: 5310.755859
	Iteration 107Q: 3 clusters Score -5283275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -5283290.500000 Penalty: 5310.755859
	Iteration 108Q: 3 clusters Score -5283290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5283300.000000 Penalty: 5310.755859
	Iteration 109Q: 3 clusters Score -5283300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5283334.000000 Penalty: 5310.755859
	Iteration 110Q: 3 clusters Score -5283334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -5283330.000000 Penalty: 5310.755859
	Iteration 111Q: 3 clusters Score -5283330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5283342.500000 Penalty: 5310.755859
	Iteration 112Q: 3 clusters Score -5283342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -5283335.500000 Penalty: 5310.755859
	Iteration 113Q: 3 clusters Score -5283336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5283345.000000 Penalty: 5310.755859
	Iteration 114Q: 3 clusters Score -5283345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -5283343.000000 Penalty: 5310.755859
	Iteration 115Q: 3 clusters Score -5283343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5283348.000000 Penalty: 5310.755859
	Iteration 116Q: 3 clusters Score -5283348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -5283357.500000 Penalty: 5310.755859
	Iteration 117Q: 3 clusters Score -5283358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -5283355.500000 Penalty: 5310.755859
	Iteration 118Q: 3 clusters Score -5283356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5283356.500000 Penalty: 5310.755859
	Iteration 119Q: 3 clusters Score -5283356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5283365.000000 Penalty: 5310.755859
	Iteration 120F: 3 clusters Score -5283365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -5283362.000000 Penalty: 5310.755859
	Iteration 121Q: 3 clusters Score -5283362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -5283369.000000 Penalty: 5310.755859
	Iteration 122Q: 3 clusters Score -5283369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -5283376.000000 Penalty: 5310.755859
	Iteration 123Q: 3 clusters Score -5283376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5283379.000000 Penalty: 5310.755859
	Iteration 124Q: 3 clusters Score -5283379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5283379.000000 Penalty: 5310.755859
	Iteration 125Q: 3 clusters Score -5283379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -5283373.000000 Penalty: 5310.755859
	Iteration 126Q: 3 clusters Score -5283373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5283376.000000 Penalty: 5310.755859
	Iteration 127Q: 3 clusters Score -5283376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5283376.000000 Penalty: 5310.755859
	Iteration 128Q: 3 clusters Score -5283376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -5283366.500000 Penalty: 5310.755859
	Iteration 129Q: 3 clusters Score -5283366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -5283377.000000 Penalty: 5310.755859
	Iteration 130Q: 3 clusters Score -5283377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -5283377.000000 Penalty: 5310.755859
	Iteration 131Q: 3 clusters Score -5283377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -5283378.000000 Penalty: 5310.755859
	Iteration 132Q: 3 clusters Score -5283378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5283385.000000 Penalty: 5310.755859
	Iteration 133Q: 3 clusters Score -5283385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -5283380.500000 Penalty: 5310.755859
	Iteration 134Q: 3 clusters Score -5283380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5283381.500000 Penalty: 5310.755859
	Iteration 135Q: 3 clusters Score -5283382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -5283384.000000 Penalty: 5310.755859
	Iteration 136Q: 3 clusters Score -5283384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -5283379.000000 Penalty: 5310.755859
	Iteration 137Q: 3 clusters Score -5283379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5283388.500000 Penalty: 5310.755859
	Iteration 138Q: 3 clusters Score -5283388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -5283382.500000 Penalty: 5310.755859
	Iteration 139Q: 3 clusters Score -5283382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -5283382.000000 Penalty: 5310.755859
	Iteration 140F: 3 clusters Score -5283382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5283384.500000 Penalty: 5310.755859
	Iteration 141Q: 3 clusters Score -5283384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -5283383.500000 Penalty: 5310.755859
	Iteration 142Q: 3 clusters Score -5283384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5283382.500000 Penalty: 5310.755859
	Iteration 143Q: 3 clusters Score -5283382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5283382.000000 Penalty: 5310.755859
	Iteration 144Q: 3 clusters Score -5283382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5283386.000000 Penalty: 5310.755859
	Iteration 145Q: 3 clusters Score -5283386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -5283387.000000 Penalty: 5310.755859
	Iteration 146Q: 3 clusters Score -5283387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -5283383.000000 Penalty: 5310.755859
	Iteration 147Q: 3 clusters Score -5283383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -5283387.000000 Penalty: 5310.755859
	Iteration 148Q: 3 clusters Score -5283387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5283387.000000 Penalty: 5310.755859
	Iteration 149Q: 3 clusters Score -5283387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -5283390.500000 Penalty: 5310.755859
	Iteration 150Q: 3 clusters Score -5283390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -5283393.000000 Penalty: 5310.755859
	Iteration 151Q: 3 clusters Score -5283393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5283402.500000 Penalty: 5310.755859
	Iteration 152Q: 3 clusters Score -5283402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -5283409.000000 Penalty: 5310.755859
	Iteration 153Q: 3 clusters Score -5283409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5283413.500000 Penalty: 5310.755859
	Iteration 154Q: 3 clusters Score -5283414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -5283411.500000 Penalty: 5310.755859
	Iteration 155Q: 3 clusters Score -5283412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -5283408.500000 Penalty: 5310.755859
	Iteration 156Q: 3 clusters Score -5283408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -5283403.500000 Penalty: 5310.755859
	Iteration 157Q: 3 clusters Score -5283404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5283403.500000 Penalty: 5310.755859
	Iteration 158Q: 3 clusters Score -5283404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -5283403.000000 Penalty: 5310.755859
	Iteration 159Q: 3 clusters Score -5283403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5283407.000000 Penalty: 5310.755859
	Iteration 160F: 3 clusters Score -5283407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5283411.000000 Penalty: 5310.755859
	Iteration 161Q: 3 clusters Score -5283411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5283410.000000 Penalty: 5310.755859
	Iteration 162Q: 3 clusters Score -5283410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5283407.500000 Penalty: 5310.755859
	Iteration 163Q: 3 clusters Score -5283408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -5283419.000000 Penalty: 5310.755859
	Iteration 164Q: 3 clusters Score -5283419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5283427.500000 Penalty: 5310.755859
	Iteration 165Q: 3 clusters Score -5283428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -5283410.000000 Penalty: 5310.755859
	Iteration 166Q: 3 clusters Score -5283410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -5283416.500000 Penalty: 5310.755859
	Iteration 167Q: 3 clusters Score -5283416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5283421.000000 Penalty: 5310.755859
	Iteration 168Q: 3 clusters Score -5283421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -5283423.000000 Penalty: 5310.755859
	Iteration 169Q: 3 clusters Score -5283423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5283422.500000 Penalty: 5310.755859
	Iteration 170Q: 3 clusters Score -5283422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5283423.500000 Penalty: 5310.755859
	Iteration 171Q: 3 clusters Score -5283424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -5283432.000000 Penalty: 5310.755859
	Iteration 172Q: 3 clusters Score -5283432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -5283423.000000 Penalty: 5310.755859
	Iteration 173Q: 3 clusters Score -5283423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5283431.000000 Penalty: 5310.755859
	Iteration 174Q: 3 clusters Score -5283431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5283431.500000 Penalty: 5310.755859
	Iteration 175Q: 3 clusters Score -5283432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -5283430.000000 Penalty: 5310.755859
	Iteration 176Q: 3 clusters Score -5283430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -5283431.000000 Penalty: 5310.755859
	Iteration 177Q: 3 clusters Score -5283431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -5283429.500000 Penalty: 5310.755859
	Iteration 178Q: 3 clusters Score -5283430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -5283429.500000 Penalty: 5310.755859
	Iteration 179F: 3 clusters Score -5283430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (230336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230336 members 
Entering Unmasked Estep 
Score: -28641846.000000 Penalty: 3062.129150
	Iteration 0F: 2 clusters Score -2.864185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -28512502.000000 Penalty: 6124.258301
	Iteration 0F: 3 clusters Score -2.85125e+07 nChanged 111116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118974 members 
Mstep: Class 2 contains 111362 members 
Entering Unmasked Estep 
Score: -28577894.000000 Penalty: 6124.258301
	Iteration 1F: 3 clusters Score -2.857789e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -28579388.000000 Penalty: 6124.258301
	Iteration 2Q: 3 clusters Score -2.857939e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -28581422.000000 Penalty: 6124.258301
	Iteration 3Q: 3 clusters Score -2.858142e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -28585092.000000 Penalty: 6124.258301
	Iteration 4Q: 3 clusters Score -2.858509e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -28591092.000000 Penalty: 6124.258301
	Iteration 5F: 3 clusters Score -2.859109e+07 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -28599172.000000 Penalty: 6124.258301
	Iteration 6F: 3 clusters Score -2.859917e+07 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -28609398.000000 Penalty: 6124.258301
	Iteration 7F: 3 clusters Score -2.86094e+07 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190827 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -28619116.000000 Penalty: 6124.258301
	Iteration 8F: 3 clusters Score -2.861912e+07 nChanged 16775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207472 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -28626212.000000 Penalty: 6124.258301
	Iteration 9F: 3 clusters Score -2.862621e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219016 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -28631846.000000 Penalty: 6124.258301
	Iteration 10F: 3 clusters Score -2.863185e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225504 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -28635720.000000 Penalty: 6124.258301
	Iteration 11Q: 3 clusters Score -2.863572e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228365 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -28637704.000000 Penalty: 6124.258301
	Iteration 12Q: 3 clusters Score -2.86377e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229410 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -28638498.000000 Penalty: 6124.258301
	Iteration 13Q: 3 clusters Score -2.86385e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229737 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -28638764.000000 Penalty: 6124.258301
	Iteration 14Q: 3 clusters Score -2.863876e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229870 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -28638904.000000 Penalty: 6124.258301
	Iteration 15Q: 3 clusters Score -2.86389e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229928 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28638996.000000 Penalty: 6124.258301
	Iteration 16Q: 3 clusters Score -2.8639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229958 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -28639016.000000 Penalty: 6124.258301
	Iteration 17Q: 3 clusters Score -2.863902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229972 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28639014.000000 Penalty: 6124.258301
	Iteration 18Q: 3 clusters Score -2.863901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229979 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28639040.000000 Penalty: 6124.258301
	Iteration 19Q: 3 clusters Score -2.863904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229979 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28639048.000000 Penalty: 6124.258301
	Iteration 20F: 3 clusters Score -2.863905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229990 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28639072.000000 Penalty: 6124.258301
	Iteration 21Q: 3 clusters Score -2.863907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229991 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28639090.000000 Penalty: 6124.258301
	Iteration 22Q: 3 clusters Score -2.863909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229994 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28639072.000000 Penalty: 6124.258301
	Iteration 23Q: 3 clusters Score -2.863907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229994 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28639086.000000 Penalty: 6124.258301
	Iteration 24Q: 3 clusters Score -2.863909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229994 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28639092.000000 Penalty: 6124.258301
	Iteration 25Q: 3 clusters Score -2.863909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229993 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28639086.000000 Penalty: 6124.258301
	Iteration 26Q: 3 clusters Score -2.863909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229993 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28639086.000000 Penalty: 6124.258301
	Iteration 27F: 3 clusters Score -2.863909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Entering Unmasked Estep 
Score: -3612509.500000 Penalty: 2551.601562
	Iteration 0F: 2 clusters Score -3612510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3592278.000000 Penalty: 5103.203125
	Iteration 0F: 3 clusters Score -3592278 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3599499.000000 Penalty: 5103.203125
	Iteration 1F: 3 clusters Score -3599499 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3600067.000000 Penalty: 5103.203125
	Iteration 2Q: 3 clusters Score -3600067 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3600600.250000 Penalty: 5103.203125
	Iteration 3Q: 3 clusters Score -3600600 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3601171.250000 Penalty: 5103.203125
	Iteration 4Q: 3 clusters Score -3601171 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3601830.750000 Penalty: 5103.203125
	Iteration 5Q: 3 clusters Score -3601831 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3602616.500000 Penalty: 5103.203125
	Iteration 6F: 3 clusters Score -3602616 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3603438.250000 Penalty: 5103.203125
	Iteration 7F: 3 clusters Score -3603438 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3604406.500000 Penalty: 5103.203125
	Iteration 8F: 3 clusters Score -3604406 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3605431.000000 Penalty: 5103.203125
	Iteration 9F: 3 clusters Score -3605431 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3606346.750000 Penalty: 5103.203125
	Iteration 10Q: 3 clusters Score -3606347 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3607128.750000 Penalty: 5103.203125
	Iteration 11Q: 3 clusters Score -3607129 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3607742.000000 Penalty: 5103.203125
	Iteration 12Q: 3 clusters Score -3607742 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3608188.000000 Penalty: 5103.203125
	Iteration 13Q: 3 clusters Score -3608188 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3608536.000000 Penalty: 5103.203125
	Iteration 14Q: 3 clusters Score -3608536 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3608892.750000 Penalty: 5103.203125
	Iteration 15Q: 3 clusters Score -3608893 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3609210.500000 Penalty: 5103.203125
	Iteration 16Q: 3 clusters Score -3609210 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3609451.250000 Penalty: 5103.203125
	Iteration 17Q: 3 clusters Score -3609451 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3609688.750000 Penalty: 5103.203125
	Iteration 18Q: 3 clusters Score -3609689 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3609890.750000 Penalty: 5103.203125
	Iteration 19Q: 3 clusters Score -3609891 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3610023.000000 Penalty: 5103.203125
	Iteration 20F: 3 clusters Score -3610023 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3610120.750000 Penalty: 5103.203125
	Iteration 21Q: 3 clusters Score -3610121 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3610188.000000 Penalty: 5103.203125
	Iteration 22Q: 3 clusters Score -3610188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3610247.000000 Penalty: 5103.203125
	Iteration 23Q: 3 clusters Score -3610247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3610268.750000 Penalty: 5103.203125
	Iteration 24Q: 3 clusters Score -3610269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3610287.750000 Penalty: 5103.203125
	Iteration 25Q: 3 clusters Score -3610288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3610306.250000 Penalty: 5103.203125
	Iteration 26Q: 3 clusters Score -3610306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3610324.500000 Penalty: 5103.203125
	Iteration 27Q: 3 clusters Score -3610324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3610336.250000 Penalty: 5103.203125
	Iteration 28Q: 3 clusters Score -3610336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3610345.000000 Penalty: 5103.203125
	Iteration 29Q: 3 clusters Score -3610345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3610343.500000 Penalty: 5103.203125
	Iteration 30Q: 3 clusters Score -3610344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3610345.000000 Penalty: 5103.203125
	Iteration 31Q: 3 clusters Score -3610345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3610349.500000 Penalty: 5103.203125
	Iteration 32Q: 3 clusters Score -3610350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3610350.000000 Penalty: 5103.203125
	Iteration 33Q: 3 clusters Score -3610350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3610350.500000 Penalty: 5103.203125
	Iteration 34Q: 3 clusters Score -3610350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3610350.500000 Penalty: 5103.203125
	Iteration 35Q: 3 clusters Score -3610350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3610356.250000 Penalty: 5103.203125
	Iteration 36Q: 3 clusters Score -3610356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3610356.750000 Penalty: 5103.203125
	Iteration 37Q: 3 clusters Score -3610357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3610363.500000 Penalty: 5103.203125
	Iteration 38Q: 3 clusters Score -3610364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3610368.500000 Penalty: 5103.203125
	Iteration 39Q: 3 clusters Score -3610368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3610366.000000 Penalty: 5103.203125
	Iteration 40F: 3 clusters Score -3610366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3610365.500000 Penalty: 5103.203125
	Iteration 41Q: 3 clusters Score -3610366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3610365.500000 Penalty: 5103.203125
	Iteration 42F: 3 clusters Score -3610366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Entering Unmasked Estep 
Score: -2035949.250000 Penalty: 2420.313477
	Iteration 0F: 2 clusters Score -2035949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2023576.875000 Penalty: 4840.626953
	Iteration 0F: 3 clusters Score -2023577 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2027803.250000 Penalty: 4840.626953
	Iteration 1F: 3 clusters Score -2027803 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2028377.500000 Penalty: 4840.626953
	Iteration 2F: 3 clusters Score -2028378 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2028902.750000 Penalty: 4840.626953
	Iteration 3F: 3 clusters Score -2028903 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2029491.250000 Penalty: 4840.626953
	Iteration 4F: 3 clusters Score -2029491 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2030114.875000 Penalty: 4840.626953
	Iteration 5F: 3 clusters Score -2030115 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2030838.250000 Penalty: 4840.626953
	Iteration 6F: 3 clusters Score -2030838 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2031668.875000 Penalty: 4840.626953
	Iteration 7F: 3 clusters Score -2031669 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2032548.250000 Penalty: 4840.626953
	Iteration 8F: 3 clusters Score -2032548 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2033429.375000 Penalty: 4840.626953
	Iteration 9F: 3 clusters Score -2033429 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2034156.250000 Penalty: 4840.626953
	Iteration 10Q: 3 clusters Score -2034156 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2034574.875000 Penalty: 4840.626953
	Iteration 11Q: 3 clusters Score -2034575 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2034803.750000 Penalty: 4840.626953
	Iteration 12Q: 3 clusters Score -2034804 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2034916.125000 Penalty: 4840.626953
	Iteration 13Q: 3 clusters Score -2034916 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2034977.250000 Penalty: 4840.626953
	Iteration 14Q: 3 clusters Score -2034977 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2035022.000000 Penalty: 4840.626953
	Iteration 15Q: 3 clusters Score -2035022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2035040.250000 Penalty: 4840.626953
	Iteration 16Q: 3 clusters Score -2035040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2035052.375000 Penalty: 4840.626953
	Iteration 17Q: 3 clusters Score -2035052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2035064.625000 Penalty: 4840.626953
	Iteration 18Q: 3 clusters Score -2035065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2035074.625000 Penalty: 4840.626953
	Iteration 19Q: 3 clusters Score -2035075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2035078.250000 Penalty: 4840.626953
	Iteration 20F: 3 clusters Score -2035078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2035082.000000 Penalty: 4840.626953
	Iteration 21Q: 3 clusters Score -2035082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2035078.125000 Penalty: 4840.626953
	Iteration 22Q: 3 clusters Score -2035078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2035071.875000 Penalty: 4840.626953
	Iteration 23Q: 3 clusters Score -2035072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2035076.250000 Penalty: 4840.626953
	Iteration 24Q: 3 clusters Score -2035076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2035076.000000 Penalty: 4840.626953
	Iteration 25Q: 3 clusters Score -2035076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2035077.875000 Penalty: 4840.626953
	Iteration 26Q: 3 clusters Score -2035078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2035073.125000 Penalty: 4840.626953
	Iteration 27Q: 3 clusters Score -2035073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2035076.125000 Penalty: 4840.626953
	Iteration 28Q: 3 clusters Score -2035076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2035075.000000 Penalty: 4840.626953
	Iteration 29Q: 3 clusters Score -2035075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2035075.000000 Penalty: 4840.626953
	Iteration 30F: 3 clusters Score -2035075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Entering Unmasked Estep 
Score: -762822.687500 Penalty: 2170.444092
	Iteration 0F: 2 clusters Score -762822.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -757500.250000 Penalty: 4340.888184
	Iteration 0F: 3 clusters Score -757500.2 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -758841.625000 Penalty: 4340.888184
	Iteration 1F: 3 clusters Score -758841.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -759112.937500 Penalty: 4340.888184
	Iteration 2F: 3 clusters Score -759112.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -759312.875000 Penalty: 4340.888184
	Iteration 3F: 3 clusters Score -759312.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -759508.062500 Penalty: 4340.888184
	Iteration 4Q: 3 clusters Score -759508.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -759739.437500 Penalty: 4340.888184
	Iteration 5Q: 3 clusters Score -759739.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -760094.437500 Penalty: 4340.888184
	Iteration 6F: 3 clusters Score -760094.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -760632.812500 Penalty: 4340.888184
	Iteration 7F: 3 clusters Score -760632.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -761380.125000 Penalty: 4340.888184
	Iteration 8F: 3 clusters Score -761380.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -761949.312500 Penalty: 4340.888184
	Iteration 9F: 3 clusters Score -761949.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -762240.375000 Penalty: 4340.888184
	Iteration 10Q: 3 clusters Score -762240.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -762425.437500 Penalty: 4340.888184
	Iteration 11Q: 3 clusters Score -762425.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -762555.625000 Penalty: 4340.888184
	Iteration 12Q: 3 clusters Score -762555.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -762619.187500 Penalty: 4340.888184
	Iteration 13Q: 3 clusters Score -762619.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -762652.125000 Penalty: 4340.888184
	Iteration 14Q: 3 clusters Score -762652.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -762667.625000 Penalty: 4340.888184
	Iteration 15Q: 3 clusters Score -762667.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -762678.312500 Penalty: 4340.888184
	Iteration 16Q: 3 clusters Score -762678.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -762681.937500 Penalty: 4340.888184
	Iteration 17Q: 3 clusters Score -762681.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -762690.000000 Penalty: 4340.888184
	Iteration 18Q: 3 clusters Score -762690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -762697.125000 Penalty: 4340.888184
	Iteration 19Q: 3 clusters Score -762697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -762700.375000 Penalty: 4340.888184
	Iteration 20F: 3 clusters Score -762700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -762701.500000 Penalty: 4340.888184
	Iteration 21Q: 3 clusters Score -762701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -762705.562500 Penalty: 4340.888184
	Iteration 22Q: 3 clusters Score -762705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -762709.000000 Penalty: 4340.888184
	Iteration 23Q: 3 clusters Score -762709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -762711.750000 Penalty: 4340.888184
	Iteration 24Q: 3 clusters Score -762711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -762713.625000 Penalty: 4340.888184
	Iteration 25Q: 3 clusters Score -762713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -762714.125000 Penalty: 4340.888184
	Iteration 26Q: 3 clusters Score -762714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -762714.125000 Penalty: 4340.888184
	Iteration 27F: 3 clusters Score -762714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Entering Unmasked Estep 
Score: -1285203.750000 Penalty: 2313.727051
	Iteration 0F: 2 clusters Score -1285204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1276671.375000 Penalty: 4627.454102
	Iteration 0F: 3 clusters Score -1276671 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1279318.750000 Penalty: 4627.454102
	Iteration 1F: 3 clusters Score -1279319 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1279736.125000 Penalty: 4627.454102
	Iteration 2F: 3 clusters Score -1279736 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1280164.875000 Penalty: 4627.454102
	Iteration 3F: 3 clusters Score -1280165 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1280638.250000 Penalty: 4627.454102
	Iteration 4F: 3 clusters Score -1280638 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1281069.875000 Penalty: 4627.454102
	Iteration 5F: 3 clusters Score -1281070 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1281420.500000 Penalty: 4627.454102
	Iteration 6F: 3 clusters Score -1281420 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1281716.125000 Penalty: 4627.454102
	Iteration 7Q: 3 clusters Score -1281716 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1281975.375000 Penalty: 4627.454102
	Iteration 8Q: 3 clusters Score -1281975 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1282229.500000 Penalty: 4627.454102
	Iteration 9Q: 3 clusters Score -1282230 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1282480.125000 Penalty: 4627.454102
	Iteration 10Q: 3 clusters Score -1282480 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1282679.000000 Penalty: 4627.454102
	Iteration 11Q: 3 clusters Score -1282679 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1282836.125000 Penalty: 4627.454102
	Iteration 12Q: 3 clusters Score -1282836 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1282945.375000 Penalty: 4627.454102
	Iteration 13Q: 3 clusters Score -1282945 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1283023.375000 Penalty: 4627.454102
	Iteration 14Q: 3 clusters Score -1283023 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1283089.000000 Penalty: 4627.454102
	Iteration 15Q: 3 clusters Score -1283089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1283140.375000 Penalty: 4627.454102
	Iteration 16Q: 3 clusters Score -1283140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1283180.250000 Penalty: 4627.454102
	Iteration 17Q: 3 clusters Score -1283180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1283215.125000 Penalty: 4627.454102
	Iteration 18Q: 3 clusters Score -1283215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1283260.500000 Penalty: 4627.454102
	Iteration 19Q: 3 clusters Score -1283260 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1283301.125000 Penalty: 4627.454102
	Iteration 20F: 3 clusters Score -1283301 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1283345.500000 Penalty: 4627.454102
	Iteration 21Q: 3 clusters Score -1283346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1283386.000000 Penalty: 4627.454102
	Iteration 22Q: 3 clusters Score -1283386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1283426.750000 Penalty: 4627.454102
	Iteration 23Q: 3 clusters Score -1283427 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1283475.625000 Penalty: 4627.454102
	Iteration 24Q: 3 clusters Score -1283476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1283533.125000 Penalty: 4627.454102
	Iteration 25Q: 3 clusters Score -1283533 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1283602.125000 Penalty: 4627.454102
	Iteration 26Q: 3 clusters Score -1283602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1283660.000000 Penalty: 4627.454102
	Iteration 27Q: 3 clusters Score -1283660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1283744.250000 Penalty: 4627.454102
	Iteration 28Q: 3 clusters Score -1283744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1283824.375000 Penalty: 4627.454102
	Iteration 29Q: 3 clusters Score -1283824 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1283898.500000 Penalty: 4627.454102
	Iteration 30Q: 3 clusters Score -1283898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1283969.125000 Penalty: 4627.454102
	Iteration 31Q: 3 clusters Score -1283969 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1284035.000000 Penalty: 4627.454102
	Iteration 32Q: 3 clusters Score -1284035 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1284107.250000 Penalty: 4627.454102
	Iteration 33Q: 3 clusters Score -1284107 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1284171.250000 Penalty: 4627.454102
	Iteration 34Q: 3 clusters Score -1284171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1284224.625000 Penalty: 4627.454102
	Iteration 35Q: 3 clusters Score -1284225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1284277.125000 Penalty: 4627.454102
	Iteration 36Q: 3 clusters Score -1284277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1284318.250000 Penalty: 4627.454102
	Iteration 37Q: 3 clusters Score -1284318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1284356.125000 Penalty: 4627.454102
	Iteration 38Q: 3 clusters Score -1284356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1284388.250000 Penalty: 4627.454102
	Iteration 39Q: 3 clusters Score -1284388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1284414.750000 Penalty: 4627.454102
	Iteration 40F: 3 clusters Score -1284415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1284431.375000 Penalty: 4627.454102
	Iteration 41Q: 3 clusters Score -1284431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1284442.375000 Penalty: 4627.454102
	Iteration 42Q: 3 clusters Score -1284442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1284450.500000 Penalty: 4627.454102
	Iteration 43Q: 3 clusters Score -1284450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1284463.750000 Penalty: 4627.454102
	Iteration 44Q: 3 clusters Score -1284464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1284471.000000 Penalty: 4627.454102
	Iteration 45Q: 3 clusters Score -1284471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1284478.750000 Penalty: 4627.454102
	Iteration 46Q: 3 clusters Score -1284479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1284483.125000 Penalty: 4627.454102
	Iteration 47Q: 3 clusters Score -1284483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1284483.000000 Penalty: 4627.454102
	Iteration 48Q: 3 clusters Score -1284483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1284483.125000 Penalty: 4627.454102
	Iteration 49Q: 3 clusters Score -1284483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1284486.750000 Penalty: 4627.454102
	Iteration 50Q: 3 clusters Score -1284487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1284487.875000 Penalty: 4627.454102
	Iteration 51Q: 3 clusters Score -1284488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1284489.125000 Penalty: 4627.454102
	Iteration 52Q: 3 clusters Score -1284489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1284488.875000 Penalty: 4627.454102
	Iteration 53Q: 3 clusters Score -1284489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1284489.750000 Penalty: 4627.454102
	Iteration 54Q: 3 clusters Score -1284490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1284489.250000 Penalty: 4627.454102
	Iteration 55Q: 3 clusters Score -1284489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1284487.625000 Penalty: 4627.454102
	Iteration 56Q: 3 clusters Score -1284488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1284488.625000 Penalty: 4627.454102
	Iteration 57Q: 3 clusters Score -1284489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1284489.625000 Penalty: 4627.454102
	Iteration 58Q: 3 clusters Score -1284490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1284489.625000 Penalty: 4627.454102
	Iteration 59F: 3 clusters Score -1284490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (119762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Entering Unmasked Estep 
Score: -14559641.000000 Penalty: 2899.928955
	Iteration 0F: 2 clusters Score -1.455964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -14479406.000000 Penalty: 5799.857910
	Iteration 0F: 3 clusters Score -1.447941e+07 nChanged 57071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -14512252.000000 Penalty: 5799.857910
	Iteration 1F: 3 clusters Score -1.451225e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -14513679.000000 Penalty: 5799.857910
	Iteration 2Q: 3 clusters Score -1.451368e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -14515791.000000 Penalty: 5799.857910
	Iteration 3Q: 3 clusters Score -1.451579e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -14519479.000000 Penalty: 5799.857910
	Iteration 4F: 3 clusters Score -1.451948e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -14526029.000000 Penalty: 5799.857910
	Iteration 5F: 3 clusters Score -1.452603e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -14535768.000000 Penalty: 5799.857910
	Iteration 6F: 3 clusters Score -1.453577e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -14546259.000000 Penalty: 5799.857910
	Iteration 7F: 3 clusters Score -1.454626e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -14553027.000000 Penalty: 5799.857910
	Iteration 8F: 3 clusters Score -1.455303e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -14555913.000000 Penalty: 5799.857910
	Iteration 9Q: 3 clusters Score -1.455591e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 119135 members 
Entering Unmasked Estep 
Score: -14556709.000000 Penalty: 5799.857910
	Iteration 10Q: 3 clusters Score -1.455671e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -14556915.000000 Penalty: 5799.857910
	Iteration 11Q: 3 clusters Score -1.455692e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -14557009.000000 Penalty: 5799.857910
	Iteration 12Q: 3 clusters Score -1.455701e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 119432 members 
Entering Unmasked Estep 
Score: -14557054.000000 Penalty: 5799.857910
	Iteration 13Q: 3 clusters Score -1.455705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -14557073.000000 Penalty: 5799.857910
	Iteration 14Q: 3 clusters Score -1.455707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 119452 members 
Entering Unmasked Estep 
Score: -14557098.000000 Penalty: 5799.857910
	Iteration 15Q: 3 clusters Score -1.45571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -14557105.000000 Penalty: 5799.857910
	Iteration 16Q: 3 clusters Score -1.45571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -14557105.000000 Penalty: 5799.857910
	Iteration 17Q: 3 clusters Score -1.45571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 119452 members 
Entering Unmasked Estep 
Score: -14557111.000000 Penalty: 5799.857910
	Iteration 18Q: 3 clusters Score -1.455711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 119455 members 
Entering Unmasked Estep 
Score: -14557135.000000 Penalty: 5799.857910
	Iteration 19Q: 3 clusters Score -1.455714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -14557124.000000 Penalty: 5799.857910
	Iteration 20F: 3 clusters Score -1.455712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -14557125.000000 Penalty: 5799.857910
	Iteration 21Q: 3 clusters Score -1.455712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -14557140.000000 Penalty: 5799.857910
	Iteration 22Q: 3 clusters Score -1.455714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 119460 members 
Entering Unmasked Estep 
Score: -14557137.000000 Penalty: 5799.857910
	Iteration 23Q: 3 clusters Score -1.455714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -14557156.000000 Penalty: 5799.857910
	Iteration 24Q: 3 clusters Score -1.455716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -14557152.000000 Penalty: 5799.857910
	Iteration 25Q: 3 clusters Score -1.455715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -14557156.000000 Penalty: 5799.857910
	Iteration 26Q: 3 clusters Score -1.455716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -14557156.000000 Penalty: 5799.857910
	Iteration 27F: 3 clusters Score -1.455716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Entering Unmasked Estep 
Score: -6743671.000000 Penalty: 2706.011230
	Iteration 0F: 2 clusters Score -6743671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -6706844.500000 Penalty: 5412.022461
	Iteration 0F: 3 clusters Score -6706844 nChanged 25428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -6721168.500000 Penalty: 5412.022461
	Iteration 1F: 3 clusters Score -6721168 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -6721782.000000 Penalty: 5412.022461
	Iteration 2Q: 3 clusters Score -6721782 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -6722546.500000 Penalty: 5412.022461
	Iteration 3Q: 3 clusters Score -6722546 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -6723560.500000 Penalty: 5412.022461
	Iteration 4Q: 3 clusters Score -6723560 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6724997.500000 Penalty: 5412.022461
	Iteration 5F: 3 clusters Score -6724998 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -6726955.500000 Penalty: 5412.022461
	Iteration 6F: 3 clusters Score -6726956 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -6729587.500000 Penalty: 5412.022461
	Iteration 7F: 3 clusters Score -6729588 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -6732563.000000 Penalty: 5412.022461
	Iteration 8F: 3 clusters Score -6732563 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6735461.000000 Penalty: 5412.022461
	Iteration 9F: 3 clusters Score -6735461 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -6737775.000000 Penalty: 5412.022461
	Iteration 10F: 3 clusters Score -6737775 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6739303.500000 Penalty: 5412.022461
	Iteration 11Q: 3 clusters Score -6739304 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -6740259.000000 Penalty: 5412.022461
	Iteration 12Q: 3 clusters Score -6740259 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -6740755.500000 Penalty: 5412.022461
	Iteration 13Q: 3 clusters Score -6740756 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6740992.500000 Penalty: 5412.022461
	Iteration 14Q: 3 clusters Score -6740992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -6741099.500000 Penalty: 5412.022461
	Iteration 15Q: 3 clusters Score -6741100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -6741192.500000 Penalty: 5412.022461
	Iteration 16Q: 3 clusters Score -6741192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -6741227.000000 Penalty: 5412.022461
	Iteration 17Q: 3 clusters Score -6741227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -6741255.000000 Penalty: 5412.022461
	Iteration 18Q: 3 clusters Score -6741255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -6741282.500000 Penalty: 5412.022461
	Iteration 19Q: 3 clusters Score -6741282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -6741283.000000 Penalty: 5412.022461
	Iteration 20F: 3 clusters Score -6741283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -6741296.500000 Penalty: 5412.022461
	Iteration 21Q: 3 clusters Score -6741296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -6741303.500000 Penalty: 5412.022461
	Iteration 22Q: 3 clusters Score -6741304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -6741315.500000 Penalty: 5412.022461
	Iteration 23Q: 3 clusters Score -6741316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -6741316.000000 Penalty: 5412.022461
	Iteration 24Q: 3 clusters Score -6741316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -6741316.000000 Penalty: 5412.022461
	Iteration 25F: 3 clusters Score -6741316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Entering Unmasked Estep 
Score: -963317.187500 Penalty: 2222.418701
	Iteration 0F: 2 clusters Score -963317.2 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 3901 members 
Entering Unmasked Estep 
Score: -956984.687500 Penalty: 4444.837402
	Iteration 0F: 3 clusters Score -956984.7 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -958701.000000 Penalty: 4444.837402
	Iteration 1F: 3 clusters Score -958701 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -958953.062500 Penalty: 4444.837402
	Iteration 2F: 3 clusters Score -958953.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -959100.000000 Penalty: 4444.837402
	Iteration 3Q: 3 clusters Score -959100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -959205.125000 Penalty: 4444.837402
	Iteration 4Q: 3 clusters Score -959205.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -959303.125000 Penalty: 4444.837402
	Iteration 5Q: 3 clusters Score -959303.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -959404.375000 Penalty: 4444.837402
	Iteration 6Q: 3 clusters Score -959404.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -959521.375000 Penalty: 4444.837402
	Iteration 7Q: 3 clusters Score -959521.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -959657.250000 Penalty: 4444.837402
	Iteration 8Q: 3 clusters Score -959657.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -959810.500000 Penalty: 4444.837402
	Iteration 9Q: 3 clusters Score -959810.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -959974.312500 Penalty: 4444.837402
	Iteration 10Q: 3 clusters Score -959974.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -960145.125000 Penalty: 4444.837402
	Iteration 11Q: 3 clusters Score -960145.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -960305.500000 Penalty: 4444.837402
	Iteration 12Q: 3 clusters Score -960305.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -960472.812500 Penalty: 4444.837402
	Iteration 13Q: 3 clusters Score -960472.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -960614.875000 Penalty: 4444.837402
	Iteration 14Q: 3 clusters Score -960614.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -960766.937500 Penalty: 4444.837402
	Iteration 15Q: 3 clusters Score -960766.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -960911.500000 Penalty: 4444.837402
	Iteration 16Q: 3 clusters Score -960911.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -961035.562500 Penalty: 4444.837402
	Iteration 17Q: 3 clusters Score -961035.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -961146.375000 Penalty: 4444.837402
	Iteration 18Q: 3 clusters Score -961146.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -961238.937500 Penalty: 4444.837402
	Iteration 19Q: 3 clusters Score -961238.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -961327.500000 Penalty: 4444.837402
	Iteration 20F: 3 clusters Score -961327.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -961409.812500 Penalty: 4444.837402
	Iteration 21Q: 3 clusters Score -961409.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -961469.687500 Penalty: 4444.837402
	Iteration 22Q: 3 clusters Score -961469.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -961514.250000 Penalty: 4444.837402
	Iteration 23Q: 3 clusters Score -961514.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -961548.625000 Penalty: 4444.837402
	Iteration 24Q: 3 clusters Score -961548.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -961567.062500 Penalty: 4444.837402
	Iteration 25Q: 3 clusters Score -961567.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -961580.437500 Penalty: 4444.837402
	Iteration 26Q: 3 clusters Score -961580.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -961589.125000 Penalty: 4444.837402
	Iteration 27Q: 3 clusters Score -961589.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -961593.875000 Penalty: 4444.837402
	Iteration 28Q: 3 clusters Score -961593.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -961603.062500 Penalty: 4444.837402
	Iteration 29Q: 3 clusters Score -961603.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -961613.187500 Penalty: 4444.837402
	Iteration 30Q: 3 clusters Score -961613.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -961614.312500 Penalty: 4444.837402
	Iteration 31Q: 3 clusters Score -961614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -961616.625000 Penalty: 4444.837402
	Iteration 32Q: 3 clusters Score -961616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -961617.687500 Penalty: 4444.837402
	Iteration 33Q: 3 clusters Score -961617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -961622.812500 Penalty: 4444.837402
	Iteration 34Q: 3 clusters Score -961622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -961620.062500 Penalty: 4444.837402
	Iteration 35Q: 3 clusters Score -961620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -961621.687500 Penalty: 4444.837402
	Iteration 36Q: 3 clusters Score -961621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -961623.000000 Penalty: 4444.837402
	Iteration 37Q: 3 clusters Score -961623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -961625.375000 Penalty: 4444.837402
	Iteration 38Q: 3 clusters Score -961625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -961626.812500 Penalty: 4444.837402
	Iteration 39Q: 3 clusters Score -961626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -961626.812500 Penalty: 4444.837402
	Iteration 40F: 3 clusters Score -961626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -961626.062500 Penalty: 4444.837402
	Iteration 41Q: 3 clusters Score -961626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -961626.062500 Penalty: 4444.837402
	Iteration 42F: 3 clusters Score -961626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Entering Unmasked Estep 
Score: -20263678.000000 Penalty: 2981.339355
	Iteration 0F: 2 clusters Score -2.026368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -20153060.000000 Penalty: 5962.678711
	Iteration 0F: 3 clusters Score -2.015306e+07 nChanged 79811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -20199902.000000 Penalty: 5962.678711
	Iteration 1F: 3 clusters Score -2.01999e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -20200888.000000 Penalty: 5962.678711
	Iteration 2Q: 3 clusters Score -2.020089e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -20202030.000000 Penalty: 5962.678711
	Iteration 3Q: 3 clusters Score -2.020203e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -20203440.000000 Penalty: 5962.678711
	Iteration 4Q: 3 clusters Score -2.020344e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -20205348.000000 Penalty: 5962.678711
	Iteration 5Q: 3 clusters Score -2.020535e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -20208176.000000 Penalty: 5962.678711
	Iteration 6Q: 3 clusters Score -2.020818e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
Score: -20212256.000000 Penalty: 5962.678711
	Iteration 7Q: 3 clusters Score -2.021226e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -20217340.000000 Penalty: 5962.678711
	Iteration 8F: 3 clusters Score -2.021734e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 112467 members 
Entering Unmasked Estep 
Score: -20224250.000000 Penalty: 5962.678711
	Iteration 9F: 3 clusters Score -2.022425e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -20231778.000000 Penalty: 5962.678711
	Iteration 10F: 3 clusters Score -2.023178e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -20239016.000000 Penalty: 5962.678711
	Iteration 11F: 3 clusters Score -2.023902e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 133948 members 
Entering Unmasked Estep 
Score: -20244316.000000 Penalty: 5962.678711
	Iteration 12Q: 3 clusters Score -2.024432e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -20248036.000000 Penalty: 5962.678711
	Iteration 13Q: 3 clusters Score -2.024804e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -20250702.000000 Penalty: 5962.678711
	Iteration 14Q: 3 clusters Score -2.02507e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -20253092.000000 Penalty: 5962.678711
	Iteration 15Q: 3 clusters Score -2.025309e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 149802 members 
Entering Unmasked Estep 
Score: -20254916.000000 Penalty: 5962.678711
	Iteration 16Q: 3 clusters Score -2.025492e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 152492 members 
Entering Unmasked Estep 
Score: -20256500.000000 Penalty: 5962.678711
	Iteration 17Q: 3 clusters Score -2.02565e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -20257796.000000 Penalty: 5962.678711
	Iteration 18Q: 3 clusters Score -2.02578e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -20258854.000000 Penalty: 5962.678711
	Iteration 19Q: 3 clusters Score -2.025885e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -20259566.000000 Penalty: 5962.678711
	Iteration 20F: 3 clusters Score -2.025957e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -20260010.000000 Penalty: 5962.678711
	Iteration 21Q: 3 clusters Score -2.026001e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 159881 members 
Entering Unmasked Estep 
Score: -20260406.000000 Penalty: 5962.678711
	Iteration 22Q: 3 clusters Score -2.026041e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -20260690.000000 Penalty: 5962.678711
	Iteration 23Q: 3 clusters Score -2.026069e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -20260882.000000 Penalty: 5962.678711
	Iteration 24Q: 3 clusters Score -2.026088e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -20261098.000000 Penalty: 5962.678711
	Iteration 25Q: 3 clusters Score -2.02611e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -20261244.000000 Penalty: 5962.678711
	Iteration 26Q: 3 clusters Score -2.026124e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 162298 members 
Entering Unmasked Estep 
Score: -20261376.000000 Penalty: 5962.678711
	Iteration 27Q: 3 clusters Score -2.026138e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 162583 members 
Entering Unmasked Estep 
Score: -20261440.000000 Penalty: 5962.678711
	Iteration 28Q: 3 clusters Score -2.026144e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -20261552.000000 Penalty: 5962.678711
	Iteration 29Q: 3 clusters Score -2.026155e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -20261658.000000 Penalty: 5962.678711
	Iteration 30Q: 3 clusters Score -2.026166e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -20261726.000000 Penalty: 5962.678711
	Iteration 31Q: 3 clusters Score -2.026173e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -20261802.000000 Penalty: 5962.678711
	Iteration 32Q: 3 clusters Score -2.02618e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -20261796.000000 Penalty: 5962.678711
	Iteration 33Q: 3 clusters Score -2.02618e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -20261790.000000 Penalty: 5962.678711
	Iteration 34Q: 3 clusters Score -2.026179e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -20261788.000000 Penalty: 5962.678711
	Iteration 35Q: 3 clusters Score -2.026179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -20261790.000000 Penalty: 5962.678711
	Iteration 36Q: 3 clusters Score -2.026179e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -20261820.000000 Penalty: 5962.678711
	Iteration 37Q: 3 clusters Score -2.026182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 163731 members 
Entering Unmasked Estep 
Score: -20261854.000000 Penalty: 5962.678711
	Iteration 38Q: 3 clusters Score -2.026185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -20261852.000000 Penalty: 5962.678711
	Iteration 39Q: 3 clusters Score -2.026185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -20261832.000000 Penalty: 5962.678711
	Iteration 40F: 3 clusters Score -2.026183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -20261854.000000 Penalty: 5962.678711
	Iteration 41Q: 3 clusters Score -2.026185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -20261886.000000 Penalty: 5962.678711
	Iteration 42Q: 3 clusters Score -2.026189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 163896 members 
Entering Unmasked Estep 
Score: -20261900.000000 Penalty: 5962.678711
	Iteration 43Q: 3 clusters Score -2.02619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -20261896.000000 Penalty: 5962.678711
	Iteration 44Q: 3 clusters Score -2.02619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -20261902.000000 Penalty: 5962.678711
	Iteration 45Q: 3 clusters Score -2.02619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -20261894.000000 Penalty: 5962.678711
	Iteration 46Q: 3 clusters Score -2.026189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -20261900.000000 Penalty: 5962.678711
	Iteration 47Q: 3 clusters Score -2.02619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 164003 members 
Entering Unmasked Estep 
Score: -20261916.000000 Penalty: 5962.678711
	Iteration 48Q: 3 clusters Score -2.026192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -20261898.000000 Penalty: 5962.678711
	Iteration 49Q: 3 clusters Score -2.02619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
Score: -20261928.000000 Penalty: 5962.678711
	Iteration 50Q: 3 clusters Score -2.026193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -20261942.000000 Penalty: 5962.678711
	Iteration 51Q: 3 clusters Score -2.026194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -20261920.000000 Penalty: 5962.678711
	Iteration 52Q: 3 clusters Score -2.026192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 164083 members 
Entering Unmasked Estep 
Score: -20261934.000000 Penalty: 5962.678711
	Iteration 53Q: 3 clusters Score -2.026193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -20261938.000000 Penalty: 5962.678711
	Iteration 54Q: 3 clusters Score -2.026194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 164104 members 
Entering Unmasked Estep 
Score: -20261924.000000 Penalty: 5962.678711
	Iteration 55Q: 3 clusters Score -2.026192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -20261934.000000 Penalty: 5962.678711
	Iteration 56Q: 3 clusters Score -2.026193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 164123 members 
Entering Unmasked Estep 
Score: -20261930.000000 Penalty: 5962.678711
	Iteration 57Q: 3 clusters Score -2.026193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 164131 members 
Entering Unmasked Estep 
Score: -20261940.000000 Penalty: 5962.678711
	Iteration 58Q: 3 clusters Score -2.026194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -20261942.000000 Penalty: 5962.678711
	Iteration 59Q: 3 clusters Score -2.026194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -20261958.000000 Penalty: 5962.678711
	Iteration 60F: 3 clusters Score -2.026196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 164148 members 
Entering Unmasked Estep 
Score: -20261958.000000 Penalty: 5962.678711
	Iteration 61Q: 3 clusters Score -2.026196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -20261968.000000 Penalty: 5962.678711
	Iteration 62Q: 3 clusters Score -2.026197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -20261968.000000 Penalty: 5962.678711
	Iteration 63F: 3 clusters Score -2.026197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -57981.093750 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -57981.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56595.531250 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -56595.53 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56940.585938 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -56940.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57226.945312 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -57226.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57471.578125 Penalty: 3167.892090
	Iteration 3F: 3 clusters Score -57471.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57877.855469 Penalty: 3167.892090
	Iteration 4F: 3 clusters Score -57877.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58412.261719 Penalty: 3167.892090
	Iteration 5F: 3 clusters Score -58412.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58612.996094 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -58613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58643.234375 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -58643.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58650.835938 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -58650.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58650.835938 Penalty: 3167.892090
	Iteration 9F: 3 clusters Score -58650.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 44675 members 
Mstep: Class 4 contains 230336 members 
Mstep: Class 5 contains 29399 members 
Mstep: Class 6 contains 17315 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 11266 members 
Mstep: Class 9 contains 119762 members 
Mstep: Class 10 contains 54794 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 166297 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 10054 members 
Mstep: Class 16 contains 15443 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 12657 members 
Mstep: Class 22 contains 11882 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 188149 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 32760 members 
Mstep: Class 27 contains 19376 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 394 members 
Entering Unmasked Estep 
Score: -124195696.000000 Penalty: 99613.000000
Splitting cluster 13 changes total score from -124196400.000000 to -124195696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Entering Unmasked Estep 
Score: -608160.062500 Penalty: 2112.759277
	Iteration 0F: 2 clusters Score -608160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -603661.500000 Penalty: 4225.518555
	Iteration 0F: 3 clusters Score -603661.5 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -604792.812500 Penalty: 4225.518555
	Iteration 1F: 3 clusters Score -604792.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -605006.375000 Penalty: 4225.518555
	Iteration 2F: 3 clusters Score -605006.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -605117.062500 Penalty: 4225.518555
	Iteration 3Q: 3 clusters Score -605117.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -605200.750000 Penalty: 4225.518555
	Iteration 4Q: 3 clusters Score -605200.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -605264.750000 Penalty: 4225.518555
	Iteration 5Q: 3 clusters Score -605264.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -605311.875000 Penalty: 4225.518555
	Iteration 6Q: 3 clusters Score -605311.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -605356.625000 Penalty: 4225.518555
	Iteration 7Q: 3 clusters Score -605356.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -605381.000000 Penalty: 4225.518555
	Iteration 8Q: 3 clusters Score -605381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -605400.687500 Penalty: 4225.518555
	Iteration 9Q: 3 clusters Score -605400.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -605425.000000 Penalty: 4225.518555
	Iteration 10Q: 3 clusters Score -605425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -605448.312500 Penalty: 4225.518555
	Iteration 11Q: 3 clusters Score -605448.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -605478.875000 Penalty: 4225.518555
	Iteration 12Q: 3 clusters Score -605478.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -605505.937500 Penalty: 4225.518555
	Iteration 13Q: 3 clusters Score -605505.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -605527.000000 Penalty: 4225.518555
	Iteration 14Q: 3 clusters Score -605527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -605541.437500 Penalty: 4225.518555
	Iteration 15Q: 3 clusters Score -605541.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -605550.000000 Penalty: 4225.518555
	Iteration 16Q: 3 clusters Score -605550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -605560.062500 Penalty: 4225.518555
	Iteration 17Q: 3 clusters Score -605560.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -605570.375000 Penalty: 4225.518555
	Iteration 18Q: 3 clusters Score -605570.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -605578.750000 Penalty: 4225.518555
	Iteration 19Q: 3 clusters Score -605578.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -605588.500000 Penalty: 4225.518555
	Iteration 20F: 3 clusters Score -605588.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -605593.562500 Penalty: 4225.518555
	Iteration 21Q: 3 clusters Score -605593.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -605603.500000 Penalty: 4225.518555
	Iteration 22Q: 3 clusters Score -605603.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -605610.937500 Penalty: 4225.518555
	Iteration 23Q: 3 clusters Score -605610.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -605620.812500 Penalty: 4225.518555
	Iteration 24Q: 3 clusters Score -605620.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -605624.437500 Penalty: 4225.518555
	Iteration 25Q: 3 clusters Score -605624.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -605626.687500 Penalty: 4225.518555
	Iteration 26Q: 3 clusters Score -605626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -605628.062500 Penalty: 4225.518555
	Iteration 27Q: 3 clusters Score -605628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -605630.812500 Penalty: 4225.518555
	Iteration 28Q: 3 clusters Score -605630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -605632.437500 Penalty: 4225.518555
	Iteration 29Q: 3 clusters Score -605632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -605634.312500 Penalty: 4225.518555
	Iteration 30Q: 3 clusters Score -605634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -605634.312500 Penalty: 4225.518555
	Iteration 31F: 3 clusters Score -605634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Entering Unmasked Estep 
Score: -1211429.625000 Penalty: 2285.500000
	Iteration 0F: 2 clusters Score -1211430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1203710.625000 Penalty: 4571.000000
	Iteration 0F: 3 clusters Score -1203711 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1205970.500000 Penalty: 4571.000000
	Iteration 1F: 3 clusters Score -1205970 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1206294.000000 Penalty: 4571.000000
	Iteration 2F: 3 clusters Score -1206294 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1206527.250000 Penalty: 4571.000000
	Iteration 3F: 3 clusters Score -1206527 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1206721.875000 Penalty: 4571.000000
	Iteration 4Q: 3 clusters Score -1206722 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1206900.875000 Penalty: 4571.000000
	Iteration 5Q: 3 clusters Score -1206901 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1207071.250000 Penalty: 4571.000000
	Iteration 6Q: 3 clusters Score -1207071 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1207224.125000 Penalty: 4571.000000
	Iteration 7Q: 3 clusters Score -1207224 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1207345.000000 Penalty: 4571.000000
	Iteration 8Q: 3 clusters Score -1207345 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1207471.000000 Penalty: 4571.000000
	Iteration 9Q: 3 clusters Score -1207471 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1207580.875000 Penalty: 4571.000000
	Iteration 10Q: 3 clusters Score -1207581 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1207686.125000 Penalty: 4571.000000
	Iteration 11Q: 3 clusters Score -1207686 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1207789.125000 Penalty: 4571.000000
	Iteration 12Q: 3 clusters Score -1207789 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1207914.500000 Penalty: 4571.000000
	Iteration 13Q: 3 clusters Score -1207914 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1208045.250000 Penalty: 4571.000000
	Iteration 14Q: 3 clusters Score -1208045 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1208182.625000 Penalty: 4571.000000
	Iteration 15Q: 3 clusters Score -1208183 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1208331.125000 Penalty: 4571.000000
	Iteration 16Q: 3 clusters Score -1208331 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1208488.375000 Penalty: 4571.000000
	Iteration 17Q: 3 clusters Score -1208488 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1208675.875000 Penalty: 4571.000000
	Iteration 18Q: 3 clusters Score -1208676 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1208887.000000 Penalty: 4571.000000
	Iteration 19Q: 3 clusters Score -1208887 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1209066.250000 Penalty: 4571.000000
	Iteration 20F: 3 clusters Score -1209066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1209266.375000 Penalty: 4571.000000
	Iteration 21Q: 3 clusters Score -1209266 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1209428.500000 Penalty: 4571.000000
	Iteration 22Q: 3 clusters Score -1209428 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1209565.125000 Penalty: 4571.000000
	Iteration 23Q: 3 clusters Score -1209565 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1209662.125000 Penalty: 4571.000000
	Iteration 24Q: 3 clusters Score -1209662 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1209741.000000 Penalty: 4571.000000
	Iteration 25Q: 3 clusters Score -1209741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1209814.125000 Penalty: 4571.000000
	Iteration 26Q: 3 clusters Score -1209814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1209895.000000 Penalty: 4571.000000
	Iteration 27Q: 3 clusters Score -1209895 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1209976.875000 Penalty: 4571.000000
	Iteration 28Q: 3 clusters Score -1209977 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1210037.375000 Penalty: 4571.000000
	Iteration 29Q: 3 clusters Score -1210037 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1210092.875000 Penalty: 4571.000000
	Iteration 30Q: 3 clusters Score -1210093 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1210163.000000 Penalty: 4571.000000
	Iteration 31Q: 3 clusters Score -1210163 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1210238.750000 Penalty: 4571.000000
	Iteration 32Q: 3 clusters Score -1210239 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1210326.250000 Penalty: 4571.000000
	Iteration 33Q: 3 clusters Score -1210326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1210389.000000 Penalty: 4571.000000
	Iteration 34Q: 3 clusters Score -1210389 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1210455.250000 Penalty: 4571.000000
	Iteration 35Q: 3 clusters Score -1210455 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1210502.375000 Penalty: 4571.000000
	Iteration 36Q: 3 clusters Score -1210502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1210549.000000 Penalty: 4571.000000
	Iteration 37Q: 3 clusters Score -1210549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1210592.875000 Penalty: 4571.000000
	Iteration 38Q: 3 clusters Score -1210593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1210619.750000 Penalty: 4571.000000
	Iteration 39Q: 3 clusters Score -1210620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1210638.125000 Penalty: 4571.000000
	Iteration 40F: 3 clusters Score -1210638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1210652.625000 Penalty: 4571.000000
	Iteration 41Q: 3 clusters Score -1210653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1210663.125000 Penalty: 4571.000000
	Iteration 42Q: 3 clusters Score -1210663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1210661.125000 Penalty: 4571.000000
	Iteration 43Q: 3 clusters Score -1210661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1210669.125000 Penalty: 4571.000000
	Iteration 44Q: 3 clusters Score -1210669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1210671.250000 Penalty: 4571.000000
	Iteration 45Q: 3 clusters Score -1210671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1210677.125000 Penalty: 4571.000000
	Iteration 46Q: 3 clusters Score -1210677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1210681.000000 Penalty: 4571.000000
	Iteration 47Q: 3 clusters Score -1210681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1210685.375000 Penalty: 4571.000000
	Iteration 48Q: 3 clusters Score -1210685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1210686.125000 Penalty: 4571.000000
	Iteration 49Q: 3 clusters Score -1210686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1210689.750000 Penalty: 4571.000000
	Iteration 50Q: 3 clusters Score -1210690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1210687.750000 Penalty: 4571.000000
	Iteration 51Q: 3 clusters Score -1210688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1210689.750000 Penalty: 4571.000000
	Iteration 52Q: 3 clusters Score -1210690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1210689.750000 Penalty: 4571.000000
	Iteration 53F: 3 clusters Score -1210690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Entering Unmasked Estep 
Score: -1851524.375000 Penalty: 2391.937988
	Iteration 0F: 2 clusters Score -1851524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1840371.500000 Penalty: 4783.875977
	Iteration 0F: 3 clusters Score -1840372 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1844192.750000 Penalty: 4783.875977
	Iteration 1F: 3 clusters Score -1844193 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1844780.750000 Penalty: 4783.875977
	Iteration 2F: 3 clusters Score -1844781 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1845359.875000 Penalty: 4783.875977
	Iteration 3F: 3 clusters Score -1845360 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1845967.500000 Penalty: 4783.875977
	Iteration 4F: 3 clusters Score -1845968 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1846557.500000 Penalty: 4783.875977
	Iteration 5F: 3 clusters Score -1846558 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1847229.000000 Penalty: 4783.875977
	Iteration 6F: 3 clusters Score -1847229 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1847934.375000 Penalty: 4783.875977
	Iteration 7F: 3 clusters Score -1847934 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1848557.500000 Penalty: 4783.875977
	Iteration 8F: 3 clusters Score -1848558 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1849066.375000 Penalty: 4783.875977
	Iteration 9Q: 3 clusters Score -1849066 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1849509.875000 Penalty: 4783.875977
	Iteration 10Q: 3 clusters Score -1849510 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1849889.875000 Penalty: 4783.875977
	Iteration 11Q: 3 clusters Score -1849890 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1850219.500000 Penalty: 4783.875977
	Iteration 12Q: 3 clusters Score -1850220 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1850454.000000 Penalty: 4783.875977
	Iteration 13Q: 3 clusters Score -1850454 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1850614.000000 Penalty: 4783.875977
	Iteration 14Q: 3 clusters Score -1850614 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1850707.875000 Penalty: 4783.875977
	Iteration 15Q: 3 clusters Score -1850708 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1850770.875000 Penalty: 4783.875977
	Iteration 16Q: 3 clusters Score -1850771 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1850807.375000 Penalty: 4783.875977
	Iteration 17Q: 3 clusters Score -1850807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1850819.375000 Penalty: 4783.875977
	Iteration 18Q: 3 clusters Score -1850819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1850828.875000 Penalty: 4783.875977
	Iteration 19Q: 3 clusters Score -1850829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1850848.125000 Penalty: 4783.875977
	Iteration 20F: 3 clusters Score -1850848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1850855.375000 Penalty: 4783.875977
	Iteration 21Q: 3 clusters Score -1850855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1850861.375000 Penalty: 4783.875977
	Iteration 22Q: 3 clusters Score -1850861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1850868.750000 Penalty: 4783.875977
	Iteration 23Q: 3 clusters Score -1850869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1850876.500000 Penalty: 4783.875977
	Iteration 24Q: 3 clusters Score -1850876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1850875.875000 Penalty: 4783.875977
	Iteration 25Q: 3 clusters Score -1850876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1850879.500000 Penalty: 4783.875977
	Iteration 26Q: 3 clusters Score -1850880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1850878.500000 Penalty: 4783.875977
	Iteration 27Q: 3 clusters Score -1850878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1850887.125000 Penalty: 4783.875977
	Iteration 28Q: 3 clusters Score -1850887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1850882.875000 Penalty: 4783.875977
	Iteration 29Q: 3 clusters Score -1850883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1850887.500000 Penalty: 4783.875977
	Iteration 30Q: 3 clusters Score -1850888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1850889.875000 Penalty: 4783.875977
	Iteration 31Q: 3 clusters Score -1850890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1850894.875000 Penalty: 4783.875977
	Iteration 32Q: 3 clusters Score -1850895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1850890.125000 Penalty: 4783.875977
	Iteration 33Q: 3 clusters Score -1850890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1850891.500000 Penalty: 4783.875977
	Iteration 34Q: 3 clusters Score -1850892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1850890.125000 Penalty: 4783.875977
	Iteration 35Q: 3 clusters Score -1850890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1850892.750000 Penalty: 4783.875977
	Iteration 36Q: 3 clusters Score -1850893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1850891.875000 Penalty: 4783.875977
	Iteration 37Q: 3 clusters Score -1850892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1850891.875000 Penalty: 4783.875977
	Iteration 38F: 3 clusters Score -1850892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -2070450.750000 Penalty: 2420.771484
	Iteration 0F: 2 clusters Score -2070451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2058164.250000 Penalty: 4841.542969
	Iteration 0F: 3 clusters Score -2058164 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2062343.375000 Penalty: 4841.542969
	Iteration 1F: 3 clusters Score -2062343 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2062958.375000 Penalty: 4841.542969
	Iteration 2F: 3 clusters Score -2062958 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2063666.500000 Penalty: 4841.542969
	Iteration 3F: 3 clusters Score -2063666 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2064394.500000 Penalty: 4841.542969
	Iteration 4F: 3 clusters Score -2064394 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2065155.875000 Penalty: 4841.542969
	Iteration 5F: 3 clusters Score -2065156 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2065956.000000 Penalty: 4841.542969
	Iteration 6F: 3 clusters Score -2065956 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2066680.625000 Penalty: 4841.542969
	Iteration 7F: 3 clusters Score -2066681 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2067295.625000 Penalty: 4841.542969
	Iteration 8Q: 3 clusters Score -2067296 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2067778.625000 Penalty: 4841.542969
	Iteration 9Q: 3 clusters Score -2067779 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2068138.625000 Penalty: 4841.542969
	Iteration 10Q: 3 clusters Score -2068139 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2068384.125000 Penalty: 4841.542969
	Iteration 11Q: 3 clusters Score -2068384 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2068582.250000 Penalty: 4841.542969
	Iteration 12Q: 3 clusters Score -2068582 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2068717.750000 Penalty: 4841.542969
	Iteration 13Q: 3 clusters Score -2068718 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2068821.625000 Penalty: 4841.542969
	Iteration 14Q: 3 clusters Score -2068822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2068882.500000 Penalty: 4841.542969
	Iteration 15Q: 3 clusters Score -2068882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2068938.750000 Penalty: 4841.542969
	Iteration 16Q: 3 clusters Score -2068939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2068983.875000 Penalty: 4841.542969
	Iteration 17Q: 3 clusters Score -2068984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2069010.125000 Penalty: 4841.542969
	Iteration 18Q: 3 clusters Score -2069010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2069036.625000 Penalty: 4841.542969
	Iteration 19Q: 3 clusters Score -2069037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2069056.625000 Penalty: 4841.542969
	Iteration 20F: 3 clusters Score -2069057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2069072.125000 Penalty: 4841.542969
	Iteration 21Q: 3 clusters Score -2069072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2069088.500000 Penalty: 4841.542969
	Iteration 22Q: 3 clusters Score -2069088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2069102.625000 Penalty: 4841.542969
	Iteration 23Q: 3 clusters Score -2069103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2069119.375000 Penalty: 4841.542969
	Iteration 24Q: 3 clusters Score -2069119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2069133.500000 Penalty: 4841.542969
	Iteration 25Q: 3 clusters Score -2069134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2069145.625000 Penalty: 4841.542969
	Iteration 26Q: 3 clusters Score -2069146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2069154.250000 Penalty: 4841.542969
	Iteration 27Q: 3 clusters Score -2069154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2069162.375000 Penalty: 4841.542969
	Iteration 28Q: 3 clusters Score -2069162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2069166.750000 Penalty: 4841.542969
	Iteration 29Q: 3 clusters Score -2069167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2069169.000000 Penalty: 4841.542969
	Iteration 30Q: 3 clusters Score -2069169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2069169.125000 Penalty: 4841.542969
	Iteration 31Q: 3 clusters Score -2069169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2069169.625000 Penalty: 4841.542969
	Iteration 32Q: 3 clusters Score -2069170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2069170.375000 Penalty: 4841.542969
	Iteration 33Q: 3 clusters Score -2069170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2069171.875000 Penalty: 4841.542969
	Iteration 34Q: 3 clusters Score -2069172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2069170.500000 Penalty: 4841.542969
	Iteration 35Q: 3 clusters Score -2069170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2069177.250000 Penalty: 4841.542969
	Iteration 36Q: 3 clusters Score -2069177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2069177.250000 Penalty: 4841.542969
	Iteration 37Q: 3 clusters Score -2069177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2069181.000000 Penalty: 4841.542969
	Iteration 38Q: 3 clusters Score -2069181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2069183.000000 Penalty: 4841.542969
	Iteration 39Q: 3 clusters Score -2069183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2069187.250000 Penalty: 4841.542969
	Iteration 40F: 3 clusters Score -2069187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -412840.031250 Penalty: 2030.312256
	Iteration 0F: 2 clusters Score -412840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -409246.718750 Penalty: 4060.624512
	Iteration 0F: 3 clusters Score -409246.7 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -410048.187500 Penalty: 4060.624512
	Iteration 1F: 3 clusters Score -410048.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -410249.156250 Penalty: 4060.624512
	Iteration 2F: 3 clusters Score -410249.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -410399.093750 Penalty: 4060.624512
	Iteration 3F: 3 clusters Score -410399.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -410498.531250 Penalty: 4060.624512
	Iteration 4Q: 3 clusters Score -410498.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -410575.500000 Penalty: 4060.624512
	Iteration 5Q: 3 clusters Score -410575.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -410632.906250 Penalty: 4060.624512
	Iteration 6Q: 3 clusters Score -410632.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -410688.312500 Penalty: 4060.624512
	Iteration 7Q: 3 clusters Score -410688.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -410739.843750 Penalty: 4060.624512
	Iteration 8Q: 3 clusters Score -410739.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -410800.031250 Penalty: 4060.624512
	Iteration 9Q: 3 clusters Score -410800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -410859.906250 Penalty: 4060.624512
	Iteration 10Q: 3 clusters Score -410859.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -410937.218750 Penalty: 4060.624512
	Iteration 11Q: 3 clusters Score -410937.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -411075.750000 Penalty: 4060.624512
	Iteration 12Q: 3 clusters Score -411075.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -411266.406250 Penalty: 4060.624512
	Iteration 13Q: 3 clusters Score -411266.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -411513.531250 Penalty: 4060.624512
	Iteration 14Q: 3 clusters Score -411513.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -411706.343750 Penalty: 4060.624512
	Iteration 15Q: 3 clusters Score -411706.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -411828.062500 Penalty: 4060.624512
	Iteration 16Q: 3 clusters Score -411828.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -411914.656250 Penalty: 4060.624512
	Iteration 17Q: 3 clusters Score -411914.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -411965.937500 Penalty: 4060.624512
	Iteration 18Q: 3 clusters Score -411965.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -411997.062500 Penalty: 4060.624512
	Iteration 19Q: 3 clusters Score -411997.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -412035.718750 Penalty: 4060.624512
	Iteration 20F: 3 clusters Score -412035.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -412067.781250 Penalty: 4060.624512
	Iteration 21Q: 3 clusters Score -412067.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412085.812500 Penalty: 4060.624512
	Iteration 22Q: 3 clusters Score -412085.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -412100.750000 Penalty: 4060.624512
	Iteration 23Q: 3 clusters Score -412100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -412106.843750 Penalty: 4060.624512
	Iteration 24Q: 3 clusters Score -412106.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -412112.468750 Penalty: 4060.624512
	Iteration 25Q: 3 clusters Score -412112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -412127.187500 Penalty: 4060.624512
	Iteration 26Q: 3 clusters Score -412127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -412134.312500 Penalty: 4060.624512
	Iteration 27Q: 3 clusters Score -412134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -412136.656250 Penalty: 4060.624512
	Iteration 28Q: 3 clusters Score -412136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -412139.343750 Penalty: 4060.624512
	Iteration 29Q: 3 clusters Score -412139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -412140.593750 Penalty: 4060.624512
	Iteration 30Q: 3 clusters Score -412140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -412140.750000 Penalty: 4060.624512
	Iteration 31Q: 3 clusters Score -412140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -412140.750000 Penalty: 4060.624512
	Iteration 32F: 3 clusters Score -412140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -458568.968750 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -458569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -454627.562500 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -454627.6 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -455725.437500 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -455725.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -456195.843750 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -456195.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -456507.375000 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -456507.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -456684.906250 Penalty: 4118.784180
	Iteration 4F: 3 clusters Score -456684.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -456817.843750 Penalty: 4118.784180
	Iteration 5Q: 3 clusters Score -456817.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -456929.468750 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -456929.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -457010.093750 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -457010.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -457057.250000 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -457057.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -457094.062500 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -457094.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -457132.406250 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -457132.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -457165.343750 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -457165.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -457214.437500 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -457214.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -457253.218750 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -457253.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -457300.593750 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -457300.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -457336.937500 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -457336.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -457364.437500 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -457364.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -457394.718750 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -457394.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -457419.906250 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -457419.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -457430.937500 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -457430.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -457440.656250 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -457440.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -457447.562500 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -457447.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -457453.281250 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -457453.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -457459.156250 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -457459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -457465.375000 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -457465.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -457470.500000 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -457470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -457477.843750 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -457477.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -457482.937500 Penalty: 4118.784180
	Iteration 27Q: 3 clusters Score -457482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -457486.687500 Penalty: 4118.784180
	Iteration 28Q: 3 clusters Score -457486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -457492.750000 Penalty: 4118.784180
	Iteration 29Q: 3 clusters Score -457492.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -457496.281250 Penalty: 4118.784180
	Iteration 30Q: 3 clusters Score -457496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -457499.593750 Penalty: 4118.784180
	Iteration 31Q: 3 clusters Score -457499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -457502.375000 Penalty: 4118.784180
	Iteration 32Q: 3 clusters Score -457502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -457505.781250 Penalty: 4118.784180
	Iteration 33Q: 3 clusters Score -457505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -457507.937500 Penalty: 4118.784180
	Iteration 34Q: 3 clusters Score -457507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -457510.406250 Penalty: 4118.784180
	Iteration 35Q: 3 clusters Score -457510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -457513.031250 Penalty: 4118.784180
	Iteration 36Q: 3 clusters Score -457513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -457513.875000 Penalty: 4118.784180
	Iteration 37Q: 3 clusters Score -457513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -457514.156250 Penalty: 4118.784180
	Iteration 38Q: 3 clusters Score -457514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -457515.062500 Penalty: 4118.784180
	Iteration 39Q: 3 clusters Score -457515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -457515.343750 Penalty: 4118.784180
	Iteration 40F: 3 clusters Score -457515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -457515.187500 Penalty: 4118.784180
	Iteration 41Q: 3 clusters Score -457515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -457516.656250 Penalty: 4118.784180
	Iteration 42Q: 3 clusters Score -457516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -457516.406250 Penalty: 4118.784180
	Iteration 43Q: 3 clusters Score -457516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -457516.218750 Penalty: 4118.784180
	Iteration 44Q: 3 clusters Score -457516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -457516.687500 Penalty: 4118.784180
	Iteration 45Q: 3 clusters Score -457516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -457516.687500 Penalty: 4118.784180
	Iteration 46F: 3 clusters Score -457516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -424855.031250 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -424855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -421407.937500 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -421407.9 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -422070.125000 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -422070.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -422236.687500 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -422236.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -422313.187500 Penalty: 4013.143311
	Iteration 3Q: 3 clusters Score -422313.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -422368.531250 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -422368.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -422403.437500 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -422403.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -422429.968750 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -422430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -422451.312500 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -422451.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -422467.562500 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -422467.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -422480.593750 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -422480.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -422492.875000 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -422492.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -422502.718750 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -422502.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -422512.531250 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -422512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -422515.187500 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -422515.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -422519.000000 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -422519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -422522.156250 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -422522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -422521.812500 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -422521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -422521.812500 Penalty: 4013.143311
	Iteration 17F: 3 clusters Score -422521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Entering Unmasked Estep 
Score: -1577887.625000 Penalty: 2342.599609
	Iteration 0F: 2 clusters Score -1577888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1568546.125000 Penalty: 4685.199219
	Iteration 0F: 3 clusters Score -1568546 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1571405.625000 Penalty: 4685.199219
	Iteration 1F: 3 clusters Score -1571406 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1571711.250000 Penalty: 4685.199219
	Iteration 2F: 3 clusters Score -1571711 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1571903.250000 Penalty: 4685.199219
	Iteration 3Q: 3 clusters Score -1571903 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1572049.375000 Penalty: 4685.199219
	Iteration 4Q: 3 clusters Score -1572049 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1572166.750000 Penalty: 4685.199219
	Iteration 5Q: 3 clusters Score -1572167 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1572292.500000 Penalty: 4685.199219
	Iteration 6Q: 3 clusters Score -1572292 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1572441.125000 Penalty: 4685.199219
	Iteration 7Q: 3 clusters Score -1572441 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1572618.125000 Penalty: 4685.199219
	Iteration 8Q: 3 clusters Score -1572618 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1572816.375000 Penalty: 4685.199219
	Iteration 9Q: 3 clusters Score -1572816 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1573071.500000 Penalty: 4685.199219
	Iteration 10Q: 3 clusters Score -1573072 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1573430.750000 Penalty: 4685.199219
	Iteration 11Q: 3 clusters Score -1573431 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1573863.125000 Penalty: 4685.199219
	Iteration 12Q: 3 clusters Score -1573863 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1574359.750000 Penalty: 4685.199219
	Iteration 13Q: 3 clusters Score -1574360 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1574824.250000 Penalty: 4685.199219
	Iteration 14Q: 3 clusters Score -1574824 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1575152.500000 Penalty: 4685.199219
	Iteration 15Q: 3 clusters Score -1575152 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1575337.375000 Penalty: 4685.199219
	Iteration 16Q: 3 clusters Score -1575337 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1575444.000000 Penalty: 4685.199219
	Iteration 17Q: 3 clusters Score -1575444 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1575502.000000 Penalty: 4685.199219
	Iteration 18Q: 3 clusters Score -1575502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1575556.625000 Penalty: 4685.199219
	Iteration 19Q: 3 clusters Score -1575557 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1575592.000000 Penalty: 4685.199219
	Iteration 20F: 3 clusters Score -1575592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1575612.250000 Penalty: 4685.199219
	Iteration 21Q: 3 clusters Score -1575612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1575629.750000 Penalty: 4685.199219
	Iteration 22Q: 3 clusters Score -1575630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1575644.750000 Penalty: 4685.199219
	Iteration 23Q: 3 clusters Score -1575645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1575651.750000 Penalty: 4685.199219
	Iteration 24Q: 3 clusters Score -1575652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1575654.000000 Penalty: 4685.199219
	Iteration 25Q: 3 clusters Score -1575654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1575664.000000 Penalty: 4685.199219
	Iteration 26Q: 3 clusters Score -1575664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1575670.750000 Penalty: 4685.199219
	Iteration 27Q: 3 clusters Score -1575671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1575676.500000 Penalty: 4685.199219
	Iteration 28Q: 3 clusters Score -1575676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1575675.750000 Penalty: 4685.199219
	Iteration 29Q: 3 clusters Score -1575676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1575676.375000 Penalty: 4685.199219
	Iteration 30Q: 3 clusters Score -1575676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1575681.125000 Penalty: 4685.199219
	Iteration 31Q: 3 clusters Score -1575681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1575680.625000 Penalty: 4685.199219
	Iteration 32Q: 3 clusters Score -1575681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1575685.375000 Penalty: 4685.199219
	Iteration 33Q: 3 clusters Score -1575685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1575682.875000 Penalty: 4685.199219
	Iteration 34Q: 3 clusters Score -1575683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1575685.250000 Penalty: 4685.199219
	Iteration 35Q: 3 clusters Score -1575685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1575683.875000 Penalty: 4685.199219
	Iteration 36Q: 3 clusters Score -1575684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1575685.125000 Penalty: 4685.199219
	Iteration 37Q: 3 clusters Score -1575685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1575688.500000 Penalty: 4685.199219
	Iteration 38Q: 3 clusters Score -1575688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1575689.375000 Penalty: 4685.199219
	Iteration 39Q: 3 clusters Score -1575689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1575686.750000 Penalty: 4685.199219
	Iteration 40F: 3 clusters Score -1575687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1575690.750000 Penalty: 4685.199219
	Iteration 41Q: 3 clusters Score -1575691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1575688.625000 Penalty: 4685.199219
	Iteration 42Q: 3 clusters Score -1575689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1575688.250000 Penalty: 4685.199219
	Iteration 43Q: 3 clusters Score -1575688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1575688.750000 Penalty: 4685.199219
	Iteration 44Q: 3 clusters Score -1575689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1575690.125000 Penalty: 4685.199219
	Iteration 45Q: 3 clusters Score -1575690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1575689.500000 Penalty: 4685.199219
	Iteration 46Q: 3 clusters Score -1575690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1575691.375000 Penalty: 4685.199219
	Iteration 47Q: 3 clusters Score -1575691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1575693.000000 Penalty: 4685.199219
	Iteration 48Q: 3 clusters Score -1575693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1575694.500000 Penalty: 4685.199219
	Iteration 49Q: 3 clusters Score -1575694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1575695.750000 Penalty: 4685.199219
	Iteration 50Q: 3 clusters Score -1575696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1575693.125000 Penalty: 4685.199219
	Iteration 51Q: 3 clusters Score -1575693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1575692.500000 Penalty: 4685.199219
	Iteration 52Q: 3 clusters Score -1575692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1575691.625000 Penalty: 4685.199219
	Iteration 53Q: 3 clusters Score -1575692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1575693.750000 Penalty: 4685.199219
	Iteration 54Q: 3 clusters Score -1575694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1575693.750000 Penalty: 4685.199219
	Iteration 55F: 3 clusters Score -1575694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Entering Unmasked Estep 
Score: -1437848.625000 Penalty: 2326.929443
	Iteration 0F: 2 clusters Score -1437849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1428999.500000 Penalty: 4653.858887
	Iteration 0F: 3 clusters Score -1429000 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1431708.625000 Penalty: 4653.858887
	Iteration 1F: 3 clusters Score -1431709 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1432021.250000 Penalty: 4653.858887
	Iteration 2F: 3 clusters Score -1432021 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1432270.000000 Penalty: 4653.858887
	Iteration 3Q: 3 clusters Score -1432270 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1432492.625000 Penalty: 4653.858887
	Iteration 4Q: 3 clusters Score -1432493 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1432709.000000 Penalty: 4653.858887
	Iteration 5Q: 3 clusters Score -1432709 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1432936.750000 Penalty: 4653.858887
	Iteration 6Q: 3 clusters Score -1432937 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1433211.125000 Penalty: 4653.858887
	Iteration 7Q: 3 clusters Score -1433211 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1433542.125000 Penalty: 4653.858887
	Iteration 8Q: 3 clusters Score -1433542 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1433894.750000 Penalty: 4653.858887
	Iteration 9Q: 3 clusters Score -1433895 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1434191.750000 Penalty: 4653.858887
	Iteration 10Q: 3 clusters Score -1434192 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1434480.875000 Penalty: 4653.858887
	Iteration 11Q: 3 clusters Score -1434481 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1434749.125000 Penalty: 4653.858887
	Iteration 12Q: 3 clusters Score -1434749 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1434999.750000 Penalty: 4653.858887
	Iteration 13Q: 3 clusters Score -1435000 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1435196.125000 Penalty: 4653.858887
	Iteration 14Q: 3 clusters Score -1435196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1435372.750000 Penalty: 4653.858887
	Iteration 15Q: 3 clusters Score -1435373 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1435518.500000 Penalty: 4653.858887
	Iteration 16Q: 3 clusters Score -1435518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1435621.500000 Penalty: 4653.858887
	Iteration 17Q: 3 clusters Score -1435622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1435688.250000 Penalty: 4653.858887
	Iteration 18Q: 3 clusters Score -1435688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1435733.750000 Penalty: 4653.858887
	Iteration 19Q: 3 clusters Score -1435734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1435775.500000 Penalty: 4653.858887
	Iteration 20F: 3 clusters Score -1435776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1435806.250000 Penalty: 4653.858887
	Iteration 21Q: 3 clusters Score -1435806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1435834.125000 Penalty: 4653.858887
	Iteration 22Q: 3 clusters Score -1435834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1435849.750000 Penalty: 4653.858887
	Iteration 23Q: 3 clusters Score -1435850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1435868.125000 Penalty: 4653.858887
	Iteration 24Q: 3 clusters Score -1435868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1435887.375000 Penalty: 4653.858887
	Iteration 25Q: 3 clusters Score -1435887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1435898.500000 Penalty: 4653.858887
	Iteration 26Q: 3 clusters Score -1435898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1435909.000000 Penalty: 4653.858887
	Iteration 27Q: 3 clusters Score -1435909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1435914.250000 Penalty: 4653.858887
	Iteration 28Q: 3 clusters Score -1435914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1435917.375000 Penalty: 4653.858887
	Iteration 29Q: 3 clusters Score -1435917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1435922.875000 Penalty: 4653.858887
	Iteration 30Q: 3 clusters Score -1435923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1435924.875000 Penalty: 4653.858887
	Iteration 31Q: 3 clusters Score -1435925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1435925.750000 Penalty: 4653.858887
	Iteration 32Q: 3 clusters Score -1435926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1435928.000000 Penalty: 4653.858887
	Iteration 33Q: 3 clusters Score -1435928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1435928.000000 Penalty: 4653.858887
	Iteration 34F: 3 clusters Score -1435928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1211841.000000 Penalty: 2281.847168
	Iteration 0F: 2 clusters Score -1211841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1204227.125000 Penalty: 4563.694336
	Iteration 0F: 3 clusters Score -1204227 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1206488.625000 Penalty: 4563.694336
	Iteration 1F: 3 clusters Score -1206489 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1206825.125000 Penalty: 4563.694336
	Iteration 2F: 3 clusters Score -1206825 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1207058.750000 Penalty: 4563.694336
	Iteration 3F: 3 clusters Score -1207059 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1207258.000000 Penalty: 4563.694336
	Iteration 4Q: 3 clusters Score -1207258 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1207425.625000 Penalty: 4563.694336
	Iteration 5Q: 3 clusters Score -1207426 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1207593.875000 Penalty: 4563.694336
	Iteration 6Q: 3 clusters Score -1207594 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1207759.750000 Penalty: 4563.694336
	Iteration 7Q: 3 clusters Score -1207760 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1207913.625000 Penalty: 4563.694336
	Iteration 8Q: 3 clusters Score -1207914 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1208135.250000 Penalty: 4563.694336
	Iteration 9Q: 3 clusters Score -1208135 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1208444.625000 Penalty: 4563.694336
	Iteration 10Q: 3 clusters Score -1208445 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1208783.750000 Penalty: 4563.694336
	Iteration 11Q: 3 clusters Score -1208784 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1209111.500000 Penalty: 4563.694336
	Iteration 12Q: 3 clusters Score -1209112 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1209439.875000 Penalty: 4563.694336
	Iteration 13Q: 3 clusters Score -1209440 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1209687.375000 Penalty: 4563.694336
	Iteration 14Q: 3 clusters Score -1209687 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1209860.250000 Penalty: 4563.694336
	Iteration 15Q: 3 clusters Score -1209860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1209968.875000 Penalty: 4563.694336
	Iteration 16Q: 3 clusters Score -1209969 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1210044.875000 Penalty: 4563.694336
	Iteration 17Q: 3 clusters Score -1210045 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1210110.500000 Penalty: 4563.694336
	Iteration 18Q: 3 clusters Score -1210110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1210143.750000 Penalty: 4563.694336
	Iteration 19Q: 3 clusters Score -1210144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1210166.125000 Penalty: 4563.694336
	Iteration 20F: 3 clusters Score -1210166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1210198.375000 Penalty: 4563.694336
	Iteration 21Q: 3 clusters Score -1210198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1210225.375000 Penalty: 4563.694336
	Iteration 22Q: 3 clusters Score -1210225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1210242.500000 Penalty: 4563.694336
	Iteration 23Q: 3 clusters Score -1210242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1210251.750000 Penalty: 4563.694336
	Iteration 24Q: 3 clusters Score -1210252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1210260.125000 Penalty: 4563.694336
	Iteration 25Q: 3 clusters Score -1210260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1210264.625000 Penalty: 4563.694336
	Iteration 26Q: 3 clusters Score -1210265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1210267.875000 Penalty: 4563.694336
	Iteration 27Q: 3 clusters Score -1210268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1210269.625000 Penalty: 4563.694336
	Iteration 28Q: 3 clusters Score -1210270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1210273.000000 Penalty: 4563.694336
	Iteration 29Q: 3 clusters Score -1210273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1210273.625000 Penalty: 4563.694336
	Iteration 30Q: 3 clusters Score -1210274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1210277.500000 Penalty: 4563.694336
	Iteration 31Q: 3 clusters Score -1210278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1210277.125000 Penalty: 4563.694336
	Iteration 32Q: 3 clusters Score -1210277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1210277.625000 Penalty: 4563.694336
	Iteration 33Q: 3 clusters Score -1210278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1210279.125000 Penalty: 4563.694336
	Iteration 34Q: 3 clusters Score -1210279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1210279.125000 Penalty: 4563.694336
	Iteration 35F: 3 clusters Score -1210279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (188149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188149 members 
Entering Unmasked Estep 
Score: -23341280.000000 Penalty: 3011.957275
	Iteration 0F: 2 clusters Score -2.334128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -23220740.000000 Penalty: 6023.914551
	Iteration 0F: 3 clusters Score -2.322074e+07 nChanged 90427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -23274750.000000 Penalty: 6023.914551
	Iteration 1F: 3 clusters Score -2.327475e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -23278674.000000 Penalty: 6023.914551
	Iteration 2Q: 3 clusters Score -2.327867e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -23284718.000000 Penalty: 6023.914551
	Iteration 3F: 3 clusters Score -2.328472e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119555 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -23293070.000000 Penalty: 6023.914551
	Iteration 4F: 3 clusters Score -2.329307e+07 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128311 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -23301576.000000 Penalty: 6023.914551
	Iteration 5F: 3 clusters Score -2.330158e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -23308490.000000 Penalty: 6023.914551
	Iteration 6F: 3 clusters Score -2.330849e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -23314134.000000 Penalty: 6023.914551
	Iteration 7F: 3 clusters Score -2.331413e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154351 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -23319252.000000 Penalty: 6023.914551
	Iteration 8Q: 3 clusters Score -2.331925e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162818 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -23324128.000000 Penalty: 6023.914551
	Iteration 9Q: 3 clusters Score -2.332413e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170548 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -23328742.000000 Penalty: 6023.914551
	Iteration 10Q: 3 clusters Score -2.332874e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -23331960.000000 Penalty: 6023.914551
	Iteration 11Q: 3 clusters Score -2.333196e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -23334726.000000 Penalty: 6023.914551
	Iteration 12Q: 3 clusters Score -2.333473e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184708 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -23336636.000000 Penalty: 6023.914551
	Iteration 13Q: 3 clusters Score -2.333664e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186296 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -23337728.000000 Penalty: 6023.914551
	Iteration 14Q: 3 clusters Score -2.333773e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187037 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23338192.000000 Penalty: 6023.914551
	Iteration 15Q: 3 clusters Score -2.333819e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -23338426.000000 Penalty: 6023.914551
	Iteration 16Q: 3 clusters Score -2.333843e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187509 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -23338528.000000 Penalty: 6023.914551
	Iteration 17Q: 3 clusters Score -2.333853e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187599 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23338610.000000 Penalty: 6023.914551
	Iteration 18Q: 3 clusters Score -2.333861e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187659 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -23338674.000000 Penalty: 6023.914551
	Iteration 19Q: 3 clusters Score -2.333867e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187692 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -23338728.000000 Penalty: 6023.914551
	Iteration 20F: 3 clusters Score -2.333873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187712 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -23338744.000000 Penalty: 6023.914551
	Iteration 21Q: 3 clusters Score -2.333874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23338758.000000 Penalty: 6023.914551
	Iteration 22Q: 3 clusters Score -2.333876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187721 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23338784.000000 Penalty: 6023.914551
	Iteration 23Q: 3 clusters Score -2.333878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187726 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23338772.000000 Penalty: 6023.914551
	Iteration 24Q: 3 clusters Score -2.333877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187732 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23338762.000000 Penalty: 6023.914551
	Iteration 25Q: 3 clusters Score -2.333876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187732 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23338760.000000 Penalty: 6023.914551
	Iteration 26Q: 3 clusters Score -2.333876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -23338760.000000 Penalty: 6023.914551
	Iteration 27Q: 3 clusters Score -2.333876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -23338760.000000 Penalty: 6023.914551
	Iteration 28F: 3 clusters Score -2.333876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -723801.625000 Penalty: 2164.247803
	Iteration 0F: 2 clusters Score -723801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -718626.812500 Penalty: 4328.495605
	Iteration 0F: 3 clusters Score -718626.8 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -719870.375000 Penalty: 4328.495605
	Iteration 1F: 3 clusters Score -719870.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -720104.125000 Penalty: 4328.495605
	Iteration 2F: 3 clusters Score -720104.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -720289.187500 Penalty: 4328.495605
	Iteration 3Q: 3 clusters Score -720289.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -720481.812500 Penalty: 4328.495605
	Iteration 4Q: 3 clusters Score -720481.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -720711.500000 Penalty: 4328.495605
	Iteration 5Q: 3 clusters Score -720711.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -720977.437500 Penalty: 4328.495605
	Iteration 6Q: 3 clusters Score -720977.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -721241.437500 Penalty: 4328.495605
	Iteration 7F: 3 clusters Score -721241.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -721461.125000 Penalty: 4328.495605
	Iteration 8F: 3 clusters Score -721461.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -721621.562500 Penalty: 4328.495605
	Iteration 9Q: 3 clusters Score -721621.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -721758.875000 Penalty: 4328.495605
	Iteration 10Q: 3 clusters Score -721758.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -721869.000000 Penalty: 4328.495605
	Iteration 11Q: 3 clusters Score -721869 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -721977.375000 Penalty: 4328.495605
	Iteration 12Q: 3 clusters Score -721977.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -722078.375000 Penalty: 4328.495605
	Iteration 13Q: 3 clusters Score -722078.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -722163.687500 Penalty: 4328.495605
	Iteration 14Q: 3 clusters Score -722163.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -722234.625000 Penalty: 4328.495605
	Iteration 15Q: 3 clusters Score -722234.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -722288.437500 Penalty: 4328.495605
	Iteration 16Q: 3 clusters Score -722288.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -722327.500000 Penalty: 4328.495605
	Iteration 17Q: 3 clusters Score -722327.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -722356.750000 Penalty: 4328.495605
	Iteration 18Q: 3 clusters Score -722356.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -722369.875000 Penalty: 4328.495605
	Iteration 19Q: 3 clusters Score -722369.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -722379.500000 Penalty: 4328.495605
	Iteration 20F: 3 clusters Score -722379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -722386.750000 Penalty: 4328.495605
	Iteration 21Q: 3 clusters Score -722386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -722399.562500 Penalty: 4328.495605
	Iteration 22Q: 3 clusters Score -722399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -722405.062500 Penalty: 4328.495605
	Iteration 23Q: 3 clusters Score -722405.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -722409.687500 Penalty: 4328.495605
	Iteration 24Q: 3 clusters Score -722409.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -722416.000000 Penalty: 4328.495605
	Iteration 25Q: 3 clusters Score -722416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -722418.062500 Penalty: 4328.495605
	Iteration 26Q: 3 clusters Score -722418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -722422.500000 Penalty: 4328.495605
	Iteration 27Q: 3 clusters Score -722422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -722424.437500 Penalty: 4328.495605
	Iteration 28Q: 3 clusters Score -722424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -722426.187500 Penalty: 4328.495605
	Iteration 29Q: 3 clusters Score -722426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -722426.875000 Penalty: 4328.495605
	Iteration 30Q: 3 clusters Score -722426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -722425.937500 Penalty: 4328.495605
	Iteration 31Q: 3 clusters Score -722425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -722428.500000 Penalty: 4328.495605
	Iteration 32Q: 3 clusters Score -722428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -722429.000000 Penalty: 4328.495605
	Iteration 33Q: 3 clusters Score -722429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -722428.875000 Penalty: 4328.495605
	Iteration 34Q: 3 clusters Score -722428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -722428.875000 Penalty: 4328.495605
	Iteration 35F: 3 clusters Score -722428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Entering Unmasked Estep 
Score: -4010292.250000 Penalty: 2578.446777
	Iteration 0F: 2 clusters Score -4010292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3988030.000000 Penalty: 5156.893555
	Iteration 0F: 3 clusters Score -3988030 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3996228.000000 Penalty: 5156.893555
	Iteration 1F: 3 clusters Score -3996228 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3996986.500000 Penalty: 5156.893555
	Iteration 2F: 3 clusters Score -3996986 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3997788.500000 Penalty: 5156.893555
	Iteration 3F: 3 clusters Score -3997788 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3998663.250000 Penalty: 5156.893555
	Iteration 4F: 3 clusters Score -3998663 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3999606.500000 Penalty: 5156.893555
	Iteration 5F: 3 clusters Score -3999606 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4000716.000000 Penalty: 5156.893555
	Iteration 6F: 3 clusters Score -4000716 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4002077.000000 Penalty: 5156.893555
	Iteration 7F: 3 clusters Score -4002077 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4003644.000000 Penalty: 5156.893555
	Iteration 8F: 3 clusters Score -4003644 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4005178.000000 Penalty: 5156.893555
	Iteration 9F: 3 clusters Score -4005178 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -4006246.000000 Penalty: 5156.893555
	Iteration 10Q: 3 clusters Score -4006246 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4006888.500000 Penalty: 5156.893555
	Iteration 11Q: 3 clusters Score -4006888 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4007335.250000 Penalty: 5156.893555
	Iteration 12Q: 3 clusters Score -4007335 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4007584.500000 Penalty: 5156.893555
	Iteration 13Q: 3 clusters Score -4007584 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4007824.250000 Penalty: 5156.893555
	Iteration 14Q: 3 clusters Score -4007824 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4008007.250000 Penalty: 5156.893555
	Iteration 15Q: 3 clusters Score -4008007 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4008111.250000 Penalty: 5156.893555
	Iteration 16Q: 3 clusters Score -4008111 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4008244.000000 Penalty: 5156.893555
	Iteration 17Q: 3 clusters Score -4008244 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -4008342.250000 Penalty: 5156.893555
	Iteration 18Q: 3 clusters Score -4008342 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4008434.250000 Penalty: 5156.893555
	Iteration 19Q: 3 clusters Score -4008434 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4008490.250000 Penalty: 5156.893555
	Iteration 20F: 3 clusters Score -4008490 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4008538.500000 Penalty: 5156.893555
	Iteration 21Q: 3 clusters Score -4008538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4008591.000000 Penalty: 5156.893555
	Iteration 22Q: 3 clusters Score -4008591 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4008630.250000 Penalty: 5156.893555
	Iteration 23Q: 3 clusters Score -4008630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4008654.500000 Penalty: 5156.893555
	Iteration 24Q: 3 clusters Score -4008654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4008675.750000 Penalty: 5156.893555
	Iteration 25Q: 3 clusters Score -4008676 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4008717.500000 Penalty: 5156.893555
	Iteration 26Q: 3 clusters Score -4008718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4008745.000000 Penalty: 5156.893555
	Iteration 27Q: 3 clusters Score -4008745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4008753.250000 Penalty: 5156.893555
	Iteration 28Q: 3 clusters Score -4008753 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4008779.500000 Penalty: 5156.893555
	Iteration 29Q: 3 clusters Score -4008780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4008779.500000 Penalty: 5156.893555
	Iteration 30Q: 3 clusters Score -4008780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -4008784.250000 Penalty: 5156.893555
	Iteration 31Q: 3 clusters Score -4008784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4008787.000000 Penalty: 5156.893555
	Iteration 32Q: 3 clusters Score -4008787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4008784.750000 Penalty: 5156.893555
	Iteration 33Q: 3 clusters Score -4008785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4008793.000000 Penalty: 5156.893555
	Iteration 34Q: 3 clusters Score -4008793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4008799.500000 Penalty: 5156.893555
	Iteration 35Q: 3 clusters Score -4008800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4008816.250000 Penalty: 5156.893555
	Iteration 36Q: 3 clusters Score -4008816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -4008821.500000 Penalty: 5156.893555
	Iteration 37Q: 3 clusters Score -4008822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4008819.250000 Penalty: 5156.893555
	Iteration 38Q: 3 clusters Score -4008819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4008817.750000 Penalty: 5156.893555
	Iteration 39Q: 3 clusters Score -4008818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4008819.000000 Penalty: 5156.893555
	Iteration 40F: 3 clusters Score -4008819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4008824.500000 Penalty: 5156.893555
	Iteration 41Q: 3 clusters Score -4008824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4008820.500000 Penalty: 5156.893555
	Iteration 42Q: 3 clusters Score -4008820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4008814.500000 Penalty: 5156.893555
	Iteration 43Q: 3 clusters Score -4008814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4008831.000000 Penalty: 5156.893555
	Iteration 44Q: 3 clusters Score -4008831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4008825.500000 Penalty: 5156.893555
	Iteration 45Q: 3 clusters Score -4008826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4008817.500000 Penalty: 5156.893555
	Iteration 46Q: 3 clusters Score -4008818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4008817.750000 Penalty: 5156.893555
	Iteration 47Q: 3 clusters Score -4008818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4008816.250000 Penalty: 5156.893555
	Iteration 48Q: 3 clusters Score -4008816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4008813.500000 Penalty: 5156.893555
	Iteration 49Q: 3 clusters Score -4008814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4008820.250000 Penalty: 5156.893555
	Iteration 50Q: 3 clusters Score -4008820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4008835.500000 Penalty: 5156.893555
	Iteration 51Q: 3 clusters Score -4008836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4008834.000000 Penalty: 5156.893555
	Iteration 52Q: 3 clusters Score -4008834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4008834.750000 Penalty: 5156.893555
	Iteration 53Q: 3 clusters Score -4008835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4008842.500000 Penalty: 5156.893555
	Iteration 54Q: 3 clusters Score -4008842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4008844.250000 Penalty: 5156.893555
	Iteration 55Q: 3 clusters Score -4008844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4008851.000000 Penalty: 5156.893555
	Iteration 56Q: 3 clusters Score -4008851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4008864.250000 Penalty: 5156.893555
	Iteration 57Q: 3 clusters Score -4008864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4008866.000000 Penalty: 5156.893555
	Iteration 58Q: 3 clusters Score -4008866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4008875.000000 Penalty: 5156.893555
	Iteration 59Q: 3 clusters Score -4008875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4008877.500000 Penalty: 5156.893555
	Iteration 60F: 3 clusters Score -4008878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4008873.000000 Penalty: 5156.893555
	Iteration 61Q: 3 clusters Score -4008873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4008877.500000 Penalty: 5156.893555
	Iteration 62Q: 3 clusters Score -4008878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4008881.500000 Penalty: 5156.893555
	Iteration 63Q: 3 clusters Score -4008882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4008878.250000 Penalty: 5156.893555
	Iteration 64Q: 3 clusters Score -4008878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4008872.250000 Penalty: 5156.893555
	Iteration 65Q: 3 clusters Score -4008872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4008876.000000 Penalty: 5156.893555
	Iteration 66Q: 3 clusters Score -4008876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4008880.500000 Penalty: 5156.893555
	Iteration 67Q: 3 clusters Score -4008880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4008888.000000 Penalty: 5156.893555
	Iteration 68Q: 3 clusters Score -4008888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4008890.250000 Penalty: 5156.893555
	Iteration 69Q: 3 clusters Score -4008890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4008897.250000 Penalty: 5156.893555
	Iteration 70Q: 3 clusters Score -4008897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4008898.750000 Penalty: 5156.893555
	Iteration 71Q: 3 clusters Score -4008899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4008890.500000 Penalty: 5156.893555
	Iteration 72Q: 3 clusters Score -4008890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 1 contains 16630 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4009361 nChanged 120
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Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4009365 nChanged 86
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Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4009383 nChanged 94
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Mstep: Class 1 contains 16918 members 
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	Iteration 169Q: 3 clusters Score -4009400 nChanged 101
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Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4009424 nChanged 106
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Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4009427 nChanged 83
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Mstep: Class 1 contains 17202 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4009445 nChanged 90
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Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 15470 members 
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	Iteration 173Q: 3 clusters Score -4009454 nChanged 107
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Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4009465 nChanged 99
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Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4009464 nChanged 90
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Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4009474 nChanged 79
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Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4009483 nChanged 62
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Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4009498 nChanged 49
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Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4009502 nChanged 49
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Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4009502 nChanged 37
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Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4009520 nChanged 27
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Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4009524 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4009518 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4009520 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4009522 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4009531 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4009536 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4009529 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4009527 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4009528 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4009536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4009541.750000 Penalty: 5156.893555
	Iteration 192Q: 3 clusters Score -4009542 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4009545 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4009547 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4009546 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4009544 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18217 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4009537 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18230 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4009545 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4009542 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4009542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4009548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4009552.000000 Penalty: 5156.893555
	Iteration 202Q: 3 clusters Score -4009552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4009550.750000 Penalty: 5156.893555
	Iteration 203Q: 3 clusters Score -4009551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4009551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4009553.750000 Penalty: 5156.893555
	Iteration 205Q: 3 clusters Score -4009554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4009552.750000 Penalty: 5156.893555
	Iteration 206Q: 3 clusters Score -4009553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4009553.250000 Penalty: 5156.893555
	Iteration 207Q: 3 clusters Score -4009553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4009544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4009543.000000 Penalty: 5156.893555
	Iteration 209Q: 3 clusters Score -4009543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4009544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4009548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4009549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4009542.500000 Penalty: 5156.893555
	Iteration 213Q: 3 clusters Score -4009542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4009537.500000 Penalty: 5156.893555
	Iteration 214Q: 3 clusters Score -4009538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4009543.250000 Penalty: 5156.893555
	Iteration 215Q: 3 clusters Score -4009543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4009547.750000 Penalty: 5156.893555
	Iteration 216Q: 3 clusters Score -4009548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4009541.500000 Penalty: 5156.893555
	Iteration 217Q: 3 clusters Score -4009542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4009546.000000 Penalty: 5156.893555
	Iteration 218Q: 3 clusters Score -4009546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4009547.250000 Penalty: 5156.893555
	Iteration 219Q: 3 clusters Score -4009547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4009550.500000 Penalty: 5156.893555
	Iteration 220F: 3 clusters Score -4009550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4009555.000000 Penalty: 5156.893555
	Iteration 221Q: 3 clusters Score -4009555 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4009556.500000 Penalty: 5156.893555
	Iteration 222Q: 3 clusters Score -4009556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4009553.250000 Penalty: 5156.893555
	Iteration 223Q: 3 clusters Score -4009553 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4009554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4009565.500000 Penalty: 5156.893555
	Iteration 225Q: 3 clusters Score -4009566 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4009559.000000 Penalty: 5156.893555
	Iteration 226Q: 3 clusters Score -4009559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4009550.000000 Penalty: 5156.893555
	Iteration 227Q: 3 clusters Score -4009550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4009555.750000 Penalty: 5156.893555
	Iteration 228Q: 3 clusters Score -4009556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4009555.500000 Penalty: 5156.893555
	Iteration 229Q: 3 clusters Score -4009556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4009554.500000 Penalty: 5156.893555
	Iteration 230Q: 3 clusters Score -4009554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4009549.250000 Penalty: 5156.893555
	Iteration 231Q: 3 clusters Score -4009549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -4009550.500000 Penalty: 5156.893555
	Iteration 232Q: 3 clusters Score -4009550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4009558.750000 Penalty: 5156.893555
	Iteration 233Q: 3 clusters Score -4009559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -4009552.250000 Penalty: 5156.893555
	Iteration 234Q: 3 clusters Score -4009552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -4009553.500000 Penalty: 5156.893555
	Iteration 235Q: 3 clusters Score -4009554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4009556.750000 Penalty: 5156.893555
	Iteration 236Q: 3 clusters Score -4009557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4009557.750000 Penalty: 5156.893555
	Iteration 237Q: 3 clusters Score -4009558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4009558.250000 Penalty: 5156.893555
	Iteration 238Q: 3 clusters Score -4009558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4009565.500000 Penalty: 5156.893555
	Iteration 239Q: 3 clusters Score -4009566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4009561.250000 Penalty: 5156.893555
	Iteration 240F: 3 clusters Score -4009561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4009556.000000 Penalty: 5156.893555
	Iteration 241Q: 3 clusters Score -4009556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -4009557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4009564.750000 Penalty: 5156.893555
	Iteration 243Q: 3 clusters Score -4009565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4009565.500000 Penalty: 5156.893555
	Iteration 244Q: 3 clusters Score -4009566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4009569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4009570.250000 Penalty: 5156.893555
	Iteration 246Q: 3 clusters Score -4009570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4009567 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -4009565 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
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	Iteration 249F: 3 clusters Score -4009565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19376 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2380134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2366523.500000 Penalty: 4896.408203
	Iteration 0F: 3 clusters Score -2366524 nChanged 8494
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Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2371031 nChanged 1057
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2371409 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2371707.250000 Penalty: 4896.408203
	Iteration 3Q: 3 clusters Score -2371707 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2371983.500000 Penalty: 4896.408203
	Iteration 4Q: 3 clusters Score -2371984 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2372301.250000 Penalty: 4896.408203
	Iteration 5Q: 3 clusters Score -2372301 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2372645.750000 Penalty: 4896.408203
	Iteration 6Q: 3 clusters Score -2372646 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2373093.250000 Penalty: 4896.408203
	Iteration 7Q: 3 clusters Score -2373093 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2373614.250000 Penalty: 4896.408203
	Iteration 8F: 3 clusters Score -2373614 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2374310.750000 Penalty: 4896.408203
	Iteration 9F: 3 clusters Score -2374311 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2375069.250000 Penalty: 4896.408203
	Iteration 10F: 3 clusters Score -2375069 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2375866.500000 Penalty: 4896.408203
	Iteration 11F: 3 clusters Score -2375866 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2376530.250000 Penalty: 4896.408203
	Iteration 12Q: 3 clusters Score -2376530 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2377002.500000 Penalty: 4896.408203
	Iteration 13Q: 3 clusters Score -2377002 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2377316.000000 Penalty: 4896.408203
	Iteration 14Q: 3 clusters Score -2377316 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2377541.250000 Penalty: 4896.408203
	Iteration 15Q: 3 clusters Score -2377541 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2377699.500000 Penalty: 4896.408203
	Iteration 16Q: 3 clusters Score -2377700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2377816.000000 Penalty: 4896.408203
	Iteration 17Q: 3 clusters Score -2377816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2377900.250000 Penalty: 4896.408203
	Iteration 18Q: 3 clusters Score -2377900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2377932.500000 Penalty: 4896.408203
	Iteration 19Q: 3 clusters Score -2377932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2377960.500000 Penalty: 4896.408203
	Iteration 20F: 3 clusters Score -2377960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2377971.250000 Penalty: 4896.408203
	Iteration 21Q: 3 clusters Score -2377971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2377987.250000 Penalty: 4896.408203
	Iteration 22Q: 3 clusters Score -2377987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2378003.750000 Penalty: 4896.408203
	Iteration 23Q: 3 clusters Score -2378004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2378007.000000 Penalty: 4896.408203
	Iteration 24Q: 3 clusters Score -2378007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2378014.000000 Penalty: 4896.408203
	Iteration 25Q: 3 clusters Score -2378014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2378018.250000 Penalty: 4896.408203
	Iteration 26Q: 3 clusters Score -2378018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2378032.000000 Penalty: 4896.408203
	Iteration 27Q: 3 clusters Score -2378032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2378035.000000 Penalty: 4896.408203
	Iteration 28Q: 3 clusters Score -2378035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2378038.000000 Penalty: 4896.408203
	Iteration 29Q: 3 clusters Score -2378038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2378040.500000 Penalty: 4896.408203
	Iteration 30Q: 3 clusters Score -2378040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2378041.000000 Penalty: 4896.408203
	Iteration 31Q: 3 clusters Score -2378041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2378039.500000 Penalty: 4896.408203
	Iteration 32Q: 3 clusters Score -2378040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2378043.000000 Penalty: 4896.408203
	Iteration 33Q: 3 clusters Score -2378043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2378043.000000 Penalty: 4896.408203
	Iteration 34F: 3 clusters Score -2378043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 44675 members 
Mstep: Class 4 contains 230336 members 
Mstep: Class 5 contains 29399 members 
Mstep: Class 6 contains 17315 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 11266 members 
Mstep: Class 9 contains 119762 members 
Mstep: Class 10 contains 54794 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 166297 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 10054 members 
Mstep: Class 16 contains 15443 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 12657 members 
Mstep: Class 22 contains 11882 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 188149 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 32760 members 
Mstep: Class 27 contains 19376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196832.000000 Penalty: 96178.070312
Iteration 119Q: 29 clusters Score -1.241968e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 44646 members 
Mstep: Class 4 contains 230152 members 
Mstep: Class 5 contains 29388 members 
Mstep: Class 6 contains 17242 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 11272 members 
Mstep: Class 9 contains 120311 members 
Mstep: Class 10 contains 54813 members 
Mstep: Class 11 contains 7641 members 
Mstep: Class 12 contains 166281 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 10044 members 
Mstep: Class 16 contains 15421 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 3256 members 
Mstep: Class 21 contains 12616 members 
Mstep: Class 22 contains 11895 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 188084 members 
Mstep: Class 25 contains 6228 members 
Mstep: Class 26 contains 32770 members 
Mstep: Class 27 contains 19378 members 
Mstep: Class 28 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124200264.000000 Penalty: 96178.070312
Iteration 120F: 29 clusters Score -1.242003e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 230010 members 
Mstep: Class 5 contains 29382 members 
Mstep: Class 6 contains 17159 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 11271 members 
Mstep: Class 9 contains 120898 members 
Mstep: Class 10 contains 54829 members 
Mstep: Class 11 contains 7489 members 
Mstep: Class 12 contains 166259 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 15379 members 
Mstep: Class 17 contains 17350 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 12572 members 
Mstep: Class 22 contains 11901 members 
Mstep: Class 23 contains 9906 members 
Mstep: Class 24 contains 187995 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 32794 members 
Mstep: Class 27 contains 19380 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124203968.000000 Penalty: 96178.070312
Iteration 121Q: 29 clusters Score -1.24204e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 44598 members 
Mstep: Class 4 contains 229826 members 
Mstep: Class 5 contains 29375 members 
Mstep: Class 6 contains 17076 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 11281 members 
Mstep: Class 9 contains 121492 members 
Mstep: Class 10 contains 54848 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 166245 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 15325 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 4041 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 12527 members 
Mstep: Class 22 contains 11908 members 
Mstep: Class 23 contains 9905 members 
Mstep: Class 24 contains 187915 members 
Mstep: Class 25 contains 6316 members 
Mstep: Class 26 contains 32824 members 
Mstep: Class 27 contains 19381 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124204488.000000 Penalty: 96178.070312
Iteration 122Q: 29 clusters Score -1.242045e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 44560 members 
Mstep: Class 4 contains 229657 members 
Mstep: Class 5 contains 29362 members 
Mstep: Class 6 contains 17015 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 11284 members 
Mstep: Class 9 contains 122066 members 
Mstep: Class 10 contains 54875 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 166246 members 
Mstep: Class 13 contains 644 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 9976 members 
Mstep: Class 16 contains 15275 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 12475 members 
Mstep: Class 22 contains 11923 members 
Mstep: Class 23 contains 9903 members 
Mstep: Class 24 contains 187791 members 
Mstep: Class 25 contains 6356 members 
Mstep: Class 26 contains 32863 members 
Mstep: Class 27 contains 19383 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124204800.000000 Penalty: 96178.070312
Iteration 123Q: 29 clusters Score -1.242048e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5195 members 
Mstep: Class 3 contains 44528 members 
Mstep: Class 4 contains 229483 members 
Mstep: Class 5 contains 29358 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 11286 members 
Mstep: Class 9 contains 122624 members 
Mstep: Class 10 contains 54891 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 166231 members 
Mstep: Class 13 contains 644 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 15231 members 
Mstep: Class 17 contains 17372 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 12436 members 
Mstep: Class 22 contains 11951 members 
Mstep: Class 23 contains 9901 members 
Mstep: Class 24 contains 187678 members 
Mstep: Class 25 contains 6394 members 
Mstep: Class 26 contains 32902 members 
Mstep: Class 27 contains 19383 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205136.000000 Penalty: 96178.070312
Iteration 124Q: 29 clusters Score -1.242051e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 44502 members 
Mstep: Class 4 contains 229324 members 
Mstep: Class 5 contains 29353 members 
Mstep: Class 6 contains 16886 members 
Mstep: Class 7 contains 6086 members 
Mstep: Class 8 contains 11287 members 
Mstep: Class 9 contains 123174 members 
Mstep: Class 10 contains 54908 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 166233 members 
Mstep: Class 13 contains 644 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 9957 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 9899 members 
Mstep: Class 24 contains 187568 members 
Mstep: Class 25 contains 6429 members 
Mstep: Class 26 contains 32950 members 
Mstep: Class 27 contains 19386 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205584.000000 Penalty: 96178.070312
Iteration 125Q: 29 clusters Score -1.242056e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 44457 members 
Mstep: Class 4 contains 229149 members 
Mstep: Class 5 contains 29344 members 
Mstep: Class 6 contains 16823 members 
Mstep: Class 7 contains 6055 members 
Mstep: Class 8 contains 11282 members 
Mstep: Class 9 contains 123755 members 
Mstep: Class 10 contains 54926 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 166228 members 
Mstep: Class 13 contains 644 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 9944 members 
Mstep: Class 16 contains 15163 members 
Mstep: Class 17 contains 17379 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 4031 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 12310 members 
Mstep: Class 22 contains 11987 members 
Mstep: Class 23 contains 9896 members 
Mstep: Class 24 contains 187478 members 
Mstep: Class 25 contains 6453 members 
Mstep: Class 26 contains 32980 members 
Mstep: Class 27 contains 19388 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205488.000000 Penalty: 96178.070312
Iteration 126Q: 29 clusters Score -1.242055e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 44424 members 
Mstep: Class 4 contains 228908 members 
Mstep: Class 5 contains 29344 members 
Mstep: Class 6 contains 16756 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 11275 members 
Mstep: Class 9 contains 124337 members 
Mstep: Class 10 contains 54945 members 
Mstep: Class 11 contains 6706 members 
Mstep: Class 12 contains 166234 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5038 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 15146 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 4031 members 
Mstep: Class 20 contains 3149 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 12000 members 
Mstep: Class 23 contains 9896 members 
Mstep: Class 24 contains 187402 members 
Mstep: Class 25 contains 6464 members 
Mstep: Class 26 contains 33008 members 
Mstep: Class 27 contains 19393 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205528.000000 Penalty: 96178.070312
Iteration 127Q: 29 clusters Score -1.242055e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 44397 members 
Mstep: Class 4 contains 228562 members 
Mstep: Class 5 contains 29340 members 
Mstep: Class 6 contains 16690 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 11282 members 
Mstep: Class 9 contains 124974 members 
Mstep: Class 10 contains 54960 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 166236 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 9906 members 
Mstep: Class 16 contains 15121 members 
Mstep: Class 17 contains 17390 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 9896 members 
Mstep: Class 24 contains 187350 members 
Mstep: Class 25 contains 6482 members 
Mstep: Class 26 contains 33034 members 
Mstep: Class 27 contains 19396 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205824.000000 Penalty: 96178.070312
Iteration 128Q: 29 clusters Score -1.242058e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 44359 members 
Mstep: Class 4 contains 228176 members 
Mstep: Class 5 contains 29335 members 
Mstep: Class 6 contains 16633 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 8 contains 11281 members 
Mstep: Class 9 contains 125619 members 
Mstep: Class 10 contains 54973 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 166240 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 3118 members 
Mstep: Class 21 contains 12117 members 
Mstep: Class 22 contains 12035 members 
Mstep: Class 23 contains 9896 members 
Mstep: Class 24 contains 187283 members 
Mstep: Class 25 contains 6510 members 
Mstep: Class 26 contains 33051 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205664.000000 Penalty: 96178.070312
Iteration 129Q: 29 clusters Score -1.242057e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 44321 members 
Mstep: Class 4 contains 227845 members 
Mstep: Class 5 contains 29335 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 11288 members 
Mstep: Class 9 contains 126257 members 
Mstep: Class 10 contains 54981 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 166240 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 16 contains 15082 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 12069 members 
Mstep: Class 22 contains 12060 members 
Mstep: Class 23 contains 9894 members 
Mstep: Class 24 contains 187176 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 33067 members 
Mstep: Class 27 contains 19404 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205912.000000 Penalty: 96178.070312
Iteration 130Q: 29 clusters Score -1.242059e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 44286 members 
Mstep: Class 4 contains 227473 members 
Mstep: Class 5 contains 29330 members 
Mstep: Class 6 contains 16536 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 11284 members 
Mstep: Class 9 contains 126942 members 
Mstep: Class 10 contains 54997 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 166235 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 9868 members 
Mstep: Class 16 contains 15066 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 11991 members 
Mstep: Class 22 contains 12091 members 
Mstep: Class 23 contains 9893 members 
Mstep: Class 24 contains 187052 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 33087 members 
Mstep: Class 27 contains 19408 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206008.000000 Penalty: 96178.070312
Iteration 131Q: 29 clusters Score -1.24206e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 44253 members 
Mstep: Class 4 contains 227130 members 
Mstep: Class 5 contains 29330 members 
Mstep: Class 6 contains 16502 members 
Mstep: Class 7 contains 5923 members 
Mstep: Class 8 contains 11294 members 
Mstep: Class 9 contains 127602 members 
Mstep: Class 10 contains 55012 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 166241 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 16 contains 15047 members 
Mstep: Class 17 contains 17382 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 4013 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 11911 members 
Mstep: Class 22 contains 12127 members 
Mstep: Class 23 contains 9890 members 
Mstep: Class 24 contains 186914 members 
Mstep: Class 25 contains 6552 members 
Mstep: Class 26 contains 33111 members 
Mstep: Class 27 contains 19413 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206248.000000 Penalty: 96178.070312
Iteration 132Q: 29 clusters Score -1.242062e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 44235 members 
Mstep: Class 4 contains 226768 members 
Mstep: Class 5 contains 29333 members 
Mstep: Class 6 contains 16474 members 
Mstep: Class 7 contains 5908 members 
Mstep: Class 8 contains 11305 members 
Mstep: Class 9 contains 128258 members 
Mstep: Class 10 contains 55027 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 166250 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 9826 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 4011 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 9890 members 
Mstep: Class 24 contains 186775 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 33131 members 
Mstep: Class 27 contains 19414 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206344.000000 Penalty: 96178.070312
Iteration 133Q: 29 clusters Score -1.242063e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 44197 members 
Mstep: Class 4 contains 226369 members 
Mstep: Class 5 contains 29330 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 11319 members 
Mstep: Class 9 contains 128989 members 
Mstep: Class 10 contains 55048 members 
Mstep: Class 11 contains 6328 members 
Mstep: Class 12 contains 166246 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 15019 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 4011 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 11782 members 
Mstep: Class 22 contains 12174 members 
Mstep: Class 23 contains 9889 members 
Mstep: Class 24 contains 186625 members 
Mstep: Class 25 contains 6588 members 
Mstep: Class 26 contains 33140 members 
Mstep: Class 27 contains 19415 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206544.000000 Penalty: 96178.070312
Iteration 134Q: 29 clusters Score -1.242065e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5168 members 
Mstep: Class 3 contains 44178 members 
Mstep: Class 4 contains 225916 members 
Mstep: Class 5 contains 29328 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 5870 members 
Mstep: Class 8 contains 11320 members 
Mstep: Class 9 contains 129742 members 
Mstep: Class 10 contains 55076 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 166238 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 15006 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 4010 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 11704 members 
Mstep: Class 22 contains 12202 members 
Mstep: Class 23 contains 9890 members 
Mstep: Class 24 contains 186483 members 
Mstep: Class 25 contains 6615 members 
Mstep: Class 26 contains 33150 members 
Mstep: Class 27 contains 19416 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206784.000000 Penalty: 96178.070312
Iteration 135Q: 29 clusters Score -1.242068e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 44153 members 
Mstep: Class 4 contains 225420 members 
Mstep: Class 5 contains 29319 members 
Mstep: Class 6 contains 16315 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 11329 members 
Mstep: Class 9 contains 130559 members 
Mstep: Class 10 contains 55108 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 166216 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 9770 members 
Mstep: Class 16 contains 14993 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 12226 members 
Mstep: Class 23 contains 9888 members 
Mstep: Class 24 contains 186349 members 
Mstep: Class 25 contains 6626 members 
Mstep: Class 26 contains 33163 members 
Mstep: Class 27 contains 19418 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206976.000000 Penalty: 96178.070312
Iteration 136Q: 29 clusters Score -1.24207e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 44121 members 
Mstep: Class 4 contains 224942 members 
Mstep: Class 5 contains 29313 members 
Mstep: Class 6 contains 16272 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 11342 members 
Mstep: Class 9 contains 131363 members 
Mstep: Class 10 contains 55136 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 166215 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 14972 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 4002 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 12240 members 
Mstep: Class 23 contains 9887 members 
Mstep: Class 24 contains 186219 members 
Mstep: Class 25 contains 6625 members 
Mstep: Class 26 contains 33184 members 
Mstep: Class 27 contains 19423 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207024.000000 Penalty: 96178.070312
Iteration 137Q: 29 clusters Score -1.24207e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 44089 members 
Mstep: Class 4 contains 224463 members 
Mstep: Class 5 contains 29306 members 
Mstep: Class 6 contains 16228 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11359 members 
Mstep: Class 9 contains 132179 members 
Mstep: Class 10 contains 55164 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 166212 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5076 members 
Mstep: Class 15 contains 9721 members 
Mstep: Class 16 contains 14958 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 12254 members 
Mstep: Class 23 contains 9883 members 
Mstep: Class 24 contains 186101 members 
Mstep: Class 25 contains 6625 members 
Mstep: Class 26 contains 33196 members 
Mstep: Class 27 contains 19427 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207192.000000 Penalty: 96178.070312
Iteration 138Q: 29 clusters Score -1.242072e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5099 members 
Mstep: Class 3 contains 44046 members 
Mstep: Class 4 contains 223926 members 
Mstep: Class 5 contains 29303 members 
Mstep: Class 6 contains 16197 members 
Mstep: Class 7 contains 5858 members 
Mstep: Class 8 contains 11369 members 
Mstep: Class 9 contains 132979 members 
Mstep: Class 10 contains 55196 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 166194 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5076 members 
Mstep: Class 15 contains 9698 members 
Mstep: Class 16 contains 14941 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 21 contains 11381 members 
Mstep: Class 22 contains 12283 members 
Mstep: Class 23 contains 9882 members 
Mstep: Class 24 contains 186034 members 
Mstep: Class 25 contains 6633 members 
Mstep: Class 26 contains 33211 members 
Mstep: Class 27 contains 19429 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207496.000000 Penalty: 96178.070312
Iteration 139Q: 29 clusters Score -1.242075e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 43999 members 
Mstep: Class 4 contains 223401 members 
Mstep: Class 5 contains 29296 members 
Mstep: Class 6 contains 16164 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 11380 members 
Mstep: Class 9 contains 133795 members 
Mstep: Class 10 contains 55234 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 166191 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 9674 members 
Mstep: Class 16 contains 14928 members 
Mstep: Class 17 contains 17382 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 11287 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 9881 members 
Mstep: Class 24 contains 185955 members 
Mstep: Class 25 contains 6635 members 
Mstep: Class 26 contains 33225 members 
Mstep: Class 27 contains 19431 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124210296.000000 Penalty: 96178.070312
Iteration 140F: 29 clusters Score -1.242103e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 43958 members 
Mstep: Class 4 contains 222902 members 
Mstep: Class 5 contains 29292 members 
Mstep: Class 6 contains 16122 members 
Mstep: Class 7 contains 5851 members 
Mstep: Class 8 contains 11395 members 
Mstep: Class 9 contains 134574 members 
Mstep: Class 10 contains 55260 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 166193 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 14912 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 11188 members 
Mstep: Class 22 contains 12349 members 
Mstep: Class 23 contains 9881 members 
Mstep: Class 24 contains 185867 members 
Mstep: Class 25 contains 6644 members 
Mstep: Class 26 contains 33229 members 
Mstep: Class 27 contains 19430 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214616.000000 Penalty: 96178.070312
Iteration 141Q: 29 clusters Score -1.242146e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 43926 members 
Mstep: Class 4 contains 222394 members 
Mstep: Class 5 contains 29291 members 
Mstep: Class 6 contains 16065 members 
Mstep: Class 7 contains 5851 members 
Mstep: Class 8 contains 11407 members 
Mstep: Class 9 contains 135388 members 
Mstep: Class 10 contains 55282 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 166195 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 9621 members 
Mstep: Class 16 contains 14893 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 12386 members 
Mstep: Class 23 contains 9880 members 
Mstep: Class 24 contains 185788 members 
Mstep: Class 25 contains 6646 members 
Mstep: Class 26 contains 33242 members 
Mstep: Class 27 contains 19430 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214736.000000 Penalty: 96178.070312
Iteration 142Q: 29 clusters Score -1.242147e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 43894 members 
Mstep: Class 4 contains 221828 members 
Mstep: Class 5 contains 29287 members 
Mstep: Class 6 contains 16007 members 
Mstep: Class 7 contains 5851 members 
Mstep: Class 8 contains 11422 members 
Mstep: Class 9 contains 136185 members 
Mstep: Class 10 contains 55298 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 166199 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 14870 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 12421 members 
Mstep: Class 23 contains 9880 members 
Mstep: Class 24 contains 185744 members 
Mstep: Class 25 contains 6655 members 
Mstep: Class 26 contains 33251 members 
Mstep: Class 27 contains 19429 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214848.000000 Penalty: 96178.070312
Iteration 143Q: 29 clusters Score -1.242148e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 43869 members 
Mstep: Class 4 contains 221266 members 
Mstep: Class 5 contains 29280 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 137032 members 
Mstep: Class 10 contains 55319 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 166193 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 9576 members 
Mstep: Class 16 contains 14855 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 10842 members 
Mstep: Class 22 contains 12452 members 
Mstep: Class 23 contains 9878 members 
Mstep: Class 24 contains 185682 members 
Mstep: Class 25 contains 6659 members 
Mstep: Class 26 contains 33254 members 
Mstep: Class 27 contains 19430 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215088.000000 Penalty: 96178.070312
Iteration 144Q: 29 clusters Score -1.242151e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 43842 members 
Mstep: Class 4 contains 220696 members 
Mstep: Class 5 contains 29279 members 
Mstep: Class 6 contains 15917 members 
Mstep: Class 7 contains 5851 members 
Mstep: Class 8 contains 11463 members 
Mstep: Class 9 contains 137867 members 
Mstep: Class 10 contains 55339 members 
Mstep: Class 11 contains 5989 members 
Mstep: Class 12 contains 166197 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 9544 members 
Mstep: Class 16 contains 14831 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 10722 members 
Mstep: Class 22 contains 12489 members 
Mstep: Class 23 contains 9874 members 
Mstep: Class 24 contains 185628 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33259 members 
Mstep: Class 27 contains 19429 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214824.000000 Penalty: 96178.070312
Iteration 145Q: 29 clusters Score -1.242148e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 43812 members 
Mstep: Class 4 contains 220127 members 
Mstep: Class 5 contains 29276 members 
Mstep: Class 6 contains 15876 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 138690 members 
Mstep: Class 10 contains 55350 members 
Mstep: Class 11 contains 5958 members 
Mstep: Class 12 contains 166218 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5067 members 
Mstep: Class 15 contains 9518 members 
Mstep: Class 16 contains 14812 members 
Mstep: Class 17 contains 17382 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 10605 members 
Mstep: Class 22 contains 12521 members 
Mstep: Class 23 contains 9871 members 
Mstep: Class 24 contains 185552 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33265 members 
Mstep: Class 27 contains 19430 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215416.000000 Penalty: 96178.070312
Iteration 146Q: 29 clusters Score -1.242154e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 43789 members 
Mstep: Class 4 contains 219593 members 
Mstep: Class 5 contains 29274 members 
Mstep: Class 6 contains 15842 members 
Mstep: Class 7 contains 5849 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 139531 members 
Mstep: Class 10 contains 55368 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 166214 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 14800 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 12573 members 
Mstep: Class 23 contains 9872 members 
Mstep: Class 24 contains 185446 members 
Mstep: Class 25 contains 6666 members 
Mstep: Class 26 contains 33267 members 
Mstep: Class 27 contains 19430 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215656.000000 Penalty: 96178.070312
Iteration 147Q: 29 clusters Score -1.242157e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 43775 members 
Mstep: Class 4 contains 219034 members 
Mstep: Class 5 contains 29269 members 
Mstep: Class 6 contains 15798 members 
Mstep: Class 7 contains 5850 members 
Mstep: Class 8 contains 11506 members 
Mstep: Class 9 contains 140349 members 
Mstep: Class 10 contains 55389 members 
Mstep: Class 11 contains 5901 members 
Mstep: Class 12 contains 166199 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 14781 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 10362 members 
Mstep: Class 22 contains 12639 members 
Mstep: Class 23 contains 9871 members 
Mstep: Class 24 contains 185370 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33268 members 
Mstep: Class 27 contains 19432 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215568.000000 Penalty: 96178.070312
Iteration 148Q: 29 clusters Score -1.242156e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 43734 members 
Mstep: Class 4 contains 218460 members 
Mstep: Class 5 contains 29269 members 
Mstep: Class 6 contains 15767 members 
Mstep: Class 7 contains 5850 members 
Mstep: Class 8 contains 11518 members 
Mstep: Class 9 contains 141246 members 
Mstep: Class 10 contains 55399 members 
Mstep: Class 11 contains 5881 members 
Mstep: Class 12 contains 166203 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5067 members 
Mstep: Class 15 contains 9438 members 
Mstep: Class 16 contains 14769 members 
Mstep: Class 17 contains 17390 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 10232 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 23 contains 9869 members 
Mstep: Class 24 contains 185237 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 33273 members 
Mstep: Class 27 contains 19435 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215768.000000 Penalty: 96178.070312
Iteration 149Q: 29 clusters Score -1.242158e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 43698 members 
Mstep: Class 4 contains 217838 members 
Mstep: Class 5 contains 29261 members 
Mstep: Class 6 contains 15727 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 11535 members 
Mstep: Class 9 contains 142219 members 
Mstep: Class 10 contains 55410 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 166213 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 14748 members 
Mstep: Class 17 contains 17390 members 
Mstep: Class 18 contains 3532 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 2771 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 12772 members 
Mstep: Class 23 contains 9868 members 
Mstep: Class 24 contains 185116 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33286 members 
Mstep: Class 27 contains 19435 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216136.000000 Penalty: 96178.070312
Iteration 150Q: 29 clusters Score -1.242161e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 43666 members 
Mstep: Class 4 contains 217194 members 
Mstep: Class 5 contains 29258 members 
Mstep: Class 6 contains 15694 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 11544 members 
Mstep: Class 9 contains 143204 members 
Mstep: Class 10 contains 55422 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 166230 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 14727 members 
Mstep: Class 17 contains 17390 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 9868 members 
Mstep: Class 24 contains 184991 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33289 members 
Mstep: Class 27 contains 19438 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216512.000000 Penalty: 96178.070312
Iteration 151Q: 29 clusters Score -1.242165e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 43652 members 
Mstep: Class 4 contains 216564 members 
Mstep: Class 5 contains 29253 members 
Mstep: Class 6 contains 15673 members 
Mstep: Class 7 contains 5845 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 144112 members 
Mstep: Class 10 contains 55432 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 166253 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 14714 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 9836 members 
Mstep: Class 22 contains 12895 members 
Mstep: Class 23 contains 9866 members 
Mstep: Class 24 contains 184855 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33284 members 
Mstep: Class 27 contains 19440 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216776.000000 Penalty: 96178.070312
Iteration 152Q: 29 clusters Score -1.242168e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 43610 members 
Mstep: Class 4 contains 215871 members 
Mstep: Class 5 contains 29244 members 
Mstep: Class 6 contains 15653 members 
Mstep: Class 7 contains 5845 members 
Mstep: Class 8 contains 11583 members 
Mstep: Class 9 contains 145117 members 
Mstep: Class 10 contains 55440 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 166260 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 12973 members 
Mstep: Class 23 contains 9865 members 
Mstep: Class 24 contains 184721 members 
Mstep: Class 25 contains 6667 members 
Mstep: Class 26 contains 33277 members 
Mstep: Class 27 contains 19442 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217128.000000 Penalty: 96178.070312
Iteration 153Q: 29 clusters Score -1.242171e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 43560 members 
Mstep: Class 4 contains 215208 members 
Mstep: Class 5 contains 29235 members 
Mstep: Class 6 contains 15635 members 
Mstep: Class 7 contains 5849 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 146108 members 
Mstep: Class 10 contains 55450 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 166274 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 14683 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 13057 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 184566 members 
Mstep: Class 25 contains 6665 members 
Mstep: Class 26 contains 33276 members 
Mstep: Class 27 contains 19445 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217680.000000 Penalty: 96178.070312
Iteration 154Q: 29 clusters Score -1.242177e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 43522 members 
Mstep: Class 4 contains 214523 members 
Mstep: Class 5 contains 29231 members 
Mstep: Class 6 contains 15607 members 
Mstep: Class 7 contains 5845 members 
Mstep: Class 8 contains 11596 members 
Mstep: Class 9 contains 147152 members 
Mstep: Class 10 contains 55464 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 166268 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 9239 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3525 members 
Mstep: Class 19 contains 3971 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 9417 members 
Mstep: Class 22 contains 13149 members 
Mstep: Class 23 contains 9861 members 
Mstep: Class 24 contains 184394 members 
Mstep: Class 25 contains 6664 members 
Mstep: Class 26 contains 33274 members 
Mstep: Class 27 contains 19447 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218232.000000 Penalty: 96178.070312
Iteration 155Q: 29 clusters Score -1.242182e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 43472 members 
Mstep: Class 4 contains 213861 members 
Mstep: Class 5 contains 29225 members 
Mstep: Class 6 contains 15584 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 8 contains 11605 members 
Mstep: Class 9 contains 148226 members 
Mstep: Class 10 contains 55474 members 
Mstep: Class 11 contains 5836 members 
Mstep: Class 12 contains 166266 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 17382 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 3968 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 9266 members 
Mstep: Class 22 contains 13248 members 
Mstep: Class 23 contains 9860 members 
Mstep: Class 24 contains 184185 members 
Mstep: Class 25 contains 6660 members 
Mstep: Class 26 contains 33269 members 
Mstep: Class 27 contains 19448 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218528.000000 Penalty: 96178.070312
Iteration 156Q: 29 clusters Score -1.242185e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 43429 members 
Mstep: Class 4 contains 213146 members 
Mstep: Class 5 contains 29222 members 
Mstep: Class 6 contains 15575 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 11606 members 
Mstep: Class 9 contains 149300 members 
Mstep: Class 10 contains 55482 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 166290 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 9186 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 9104 members 
Mstep: Class 22 contains 13367 members 
Mstep: Class 23 contains 9861 members 
Mstep: Class 24 contains 183986 members 
Mstep: Class 25 contains 6653 members 
Mstep: Class 26 contains 33263 members 
Mstep: Class 27 contains 19449 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218760.000000 Penalty: 96178.070312
Iteration 157Q: 29 clusters Score -1.242188e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 43379 members 
Mstep: Class 4 contains 212459 members 
Mstep: Class 5 contains 29217 members 
Mstep: Class 6 contains 15561 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 11615 members 
Mstep: Class 9 contains 150356 members 
Mstep: Class 10 contains 55492 members 
Mstep: Class 11 contains 5815 members 
Mstep: Class 12 contains 166314 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 14662 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 8938 members 
Mstep: Class 22 contains 13514 members 
Mstep: Class 23 contains 9859 members 
Mstep: Class 24 contains 183782 members 
Mstep: Class 25 contains 6649 members 
Mstep: Class 26 contains 33257 members 
Mstep: Class 27 contains 19450 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219192.000000 Penalty: 96178.070312
Iteration 158Q: 29 clusters Score -1.242192e+08 nChanged 2209
Entering ConstructFrom: 
Score: -124219192.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -136773.953125 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -136774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134649.375000 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -134649.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135066.234375 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -135066.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135204.640625 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -135204.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -135287.296875 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -135287.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -135345.968750 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -135346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135423.796875 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -135423.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135500.546875 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -135500.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135569.359375 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -135569.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135632.750000 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -135632.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135679.500000 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -135679.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135734.437500 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -135734.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -135779.359375 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -135779.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135837.953125 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -135838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135901.562500 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -135901.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135970.484375 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -135970.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136095.390625 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -136095.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -136325.859375 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -136325.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136424.656250 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -136424.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136494.390625 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -136494.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136540.093750 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -136540.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136587.531250 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -136587.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136635.000000 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -136635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136691.843750 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -136691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136718.031250 Penalty: 3540.090088
	Iteration 23Q: 3 clusters Score -136718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136745.984375 Penalty: 3540.090088
	Iteration 24Q: 3 clusters Score -136746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -136785.218750 Penalty: 3540.090088
	Iteration 25Q: 3 clusters Score -136785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136818.953125 Penalty: 3540.090088
	Iteration 26Q: 3 clusters Score -136819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136855.750000 Penalty: 3540.090088
	Iteration 27Q: 3 clusters Score -136855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136906.453125 Penalty: 3540.090088
	Iteration 28Q: 3 clusters Score -136906.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136971.234375 Penalty: 3540.090088
	Iteration 29Q: 3 clusters Score -136971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137018.453125 Penalty: 3540.090088
	Iteration 30Q: 3 clusters Score -137018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137029.250000 Penalty: 3540.090088
	Iteration 31Q: 3 clusters Score -137029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137030.562500 Penalty: 3540.090088
	Iteration 32Q: 3 clusters Score -137030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137034.156250 Penalty: 3540.090088
	Iteration 33Q: 3 clusters Score -137034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137035.531250 Penalty: 3540.090088
	Iteration 34Q: 3 clusters Score -137035.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137035.531250 Penalty: 3540.090088
	Iteration 35F: 3 clusters Score -137035.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 43329 members 
Mstep: Class 4 contains 211732 members 
Mstep: Class 5 contains 29213 members 
Mstep: Class 6 contains 15533 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 11629 members 
Mstep: Class 9 contains 151450 members 
Mstep: Class 10 contains 55504 members 
Mstep: Class 11 contains 5804 members 
Mstep: Class 12 contains 166322 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 17374 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 13695 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 183559 members 
Mstep: Class 25 contains 6643 members 
Mstep: Class 26 contains 33246 members 
Mstep: Class 27 contains 19452 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 535 members 
Entering Unmasked Estep 
Score: -124218328.000000 Penalty: 99613.000000
Splitting cluster 1 changes total score from -124219192.000000 to -124218328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -581805.000000 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -581805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -577200.687500 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -577200.7 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -578522.500000 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -578522.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -578903.312500 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -578903.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -579193.625000 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -579193.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -579459.187500 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -579459.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -579711.750000 Penalty: 4235.709473
	Iteration 5F: 3 clusters Score -579711.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -579898.062500 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -579898.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -580040.500000 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -580040.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -580142.437500 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -580142.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -580204.812500 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -580204.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -580247.562500 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -580247.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -580282.625000 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -580282.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -580311.562500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -580311.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -580329.937500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -580329.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -580342.437500 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -580342.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -580350.625000 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -580350.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -580360.625000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -580360.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -580367.312500 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -580367.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -580373.000000 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -580373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -580377.062500 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -580377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -580379.437500 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -580379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -580380.125000 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -580380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -580382.375000 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -580382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -580382.250000 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -580382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -580383.937500 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -580383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -580384.375000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -580384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -580383.750000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -580383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -580383.625000 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -580383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -580384.062500 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -580384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -580384.250000 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -580384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -580385.250000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -580385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -580386.125000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -580386.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -580386.125000 Penalty: 4235.709473
	Iteration 32F: 3 clusters Score -580386.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Entering Unmasked Estep 
Score: -5126166.000000 Penalty: 2647.791260
	Iteration 0F: 2 clusters Score -5126166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5096902.000000 Penalty: 5295.582520
	Iteration 0F: 3 clusters Score -5096902 nChanged 19741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5107843.500000 Penalty: 5295.582520
	Iteration 1F: 3 clusters Score -5107844 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5108321.500000 Penalty: 5295.582520
	Iteration 2Q: 3 clusters Score -5108322 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5108781.500000 Penalty: 5295.582520
	Iteration 3Q: 3 clusters Score -5108782 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5109214.500000 Penalty: 5295.582520
	Iteration 4Q: 3 clusters Score -5109214 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5109746.000000 Penalty: 5295.582520
	Iteration 5Q: 3 clusters Score -5109746 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5110455.500000 Penalty: 5295.582520
	Iteration 6Q: 3 clusters Score -5110456 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -5111507.500000 Penalty: 5295.582520
	Iteration 7Q: 3 clusters Score -5111508 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5113161.500000 Penalty: 5295.582520
	Iteration 8F: 3 clusters Score -5113162 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -5115313.000000 Penalty: 5295.582520
	Iteration 9F: 3 clusters Score -5115313 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -5117507.000000 Penalty: 5295.582520
	Iteration 10F: 3 clusters Score -5117507 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -5119076.000000 Penalty: 5295.582520
	Iteration 11Q: 3 clusters Score -5119076 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -5120192.500000 Penalty: 5295.582520
	Iteration 12Q: 3 clusters Score -5120192 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -5120996.500000 Penalty: 5295.582520
	Iteration 13Q: 3 clusters Score -5120996 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5121557.500000 Penalty: 5295.582520
	Iteration 14Q: 3 clusters Score -5121558 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5122007.000000 Penalty: 5295.582520
	Iteration 15Q: 3 clusters Score -5122007 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5122379.500000 Penalty: 5295.582520
	Iteration 16Q: 3 clusters Score -5122380 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5122715.000000 Penalty: 5295.582520
	Iteration 17Q: 3 clusters Score -5122715 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5123020.500000 Penalty: 5295.582520
	Iteration 18Q: 3 clusters Score -5123020 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5123236.000000 Penalty: 5295.582520
	Iteration 19Q: 3 clusters Score -5123236 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5123410.500000 Penalty: 5295.582520
	Iteration 20F: 3 clusters Score -5123410 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5123568.000000 Penalty: 5295.582520
	Iteration 21Q: 3 clusters Score -5123568 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5123665.000000 Penalty: 5295.582520
	Iteration 22Q: 3 clusters Score -5123665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5123752.500000 Penalty: 5295.582520
	Iteration 23Q: 3 clusters Score -5123752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5123804.000000 Penalty: 5295.582520
	Iteration 24Q: 3 clusters Score -5123804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5123851.500000 Penalty: 5295.582520
	Iteration 25Q: 3 clusters Score -5123852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5123877.000000 Penalty: 5295.582520
	Iteration 26Q: 3 clusters Score -5123877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5123909.500000 Penalty: 5295.582520
	Iteration 27Q: 3 clusters Score -5123910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5123942.500000 Penalty: 5295.582520
	Iteration 28Q: 3 clusters Score -5123942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5123963.000000 Penalty: 5295.582520
	Iteration 29Q: 3 clusters Score -5123963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5123966.500000 Penalty: 5295.582520
	Iteration 30Q: 3 clusters Score -5123966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5123992.000000 Penalty: 5295.582520
	Iteration 31Q: 3 clusters Score -5123992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5123994.000000 Penalty: 5295.582520
	Iteration 32Q: 3 clusters Score -5123994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5124000.000000 Penalty: 5295.582520
	Iteration 33Q: 3 clusters Score -5124000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5124013.000000 Penalty: 5295.582520
	Iteration 34Q: 3 clusters Score -5124013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5124023.500000 Penalty: 5295.582520
	Iteration 35Q: 3 clusters Score -5124024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5124035.000000 Penalty: 5295.582520
	Iteration 36Q: 3 clusters Score -5124035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5124039.000000 Penalty: 5295.582520
	Iteration 37Q: 3 clusters Score -5124039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5124050.500000 Penalty: 5295.582520
	Iteration 38Q: 3 clusters Score -5124050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5124047.500000 Penalty: 5295.582520
	Iteration 39Q: 3 clusters Score -5124048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5124047.000000 Penalty: 5295.582520
	Iteration 40F: 3 clusters Score -5124047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5124053.500000 Penalty: 5295.582520
	Iteration 41Q: 3 clusters Score -5124054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5124053.500000 Penalty: 5295.582520
	Iteration 42F: 3 clusters Score -5124054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (211732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211732 members 
Entering Unmasked Estep 
Score: -26386148.000000 Penalty: 3041.243164
	Iteration 0F: 2 clusters Score -2.638615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -26262136.000000 Penalty: 6082.486328
	Iteration 0F: 3 clusters Score -2.626214e+07 nChanged 102029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -26322556.000000 Penalty: 6082.486328
	Iteration 1F: 3 clusters Score -2.632256e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 97198 members 
Entering Unmasked Estep 
Score: -26324628.000000 Penalty: 6082.486328
	Iteration 2Q: 3 clusters Score -2.632463e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -26328124.000000 Penalty: 6082.486328
	Iteration 3Q: 3 clusters Score -2.632812e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -26334054.000000 Penalty: 6082.486328
	Iteration 4F: 3 clusters Score -2.633405e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140114 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -26344150.000000 Penalty: 6082.486328
	Iteration 5F: 3 clusters Score -2.634415e+07 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -26356238.000000 Penalty: 6082.486328
	Iteration 6F: 3 clusters Score -2.635624e+07 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166050 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -26367466.000000 Penalty: 6082.486328
	Iteration 7F: 3 clusters Score -2.636747e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179184 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -26375024.000000 Penalty: 6082.486328
	Iteration 8F: 3 clusters Score -2.637502e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -26379726.000000 Penalty: 6082.486328
	Iteration 9F: 3 clusters Score -2.637973e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200217 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -26381758.000000 Penalty: 6082.486328
	Iteration 10Q: 3 clusters Score -2.638176e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205901 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -26382586.000000 Penalty: 6082.486328
	Iteration 11Q: 3 clusters Score -2.638259e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208898 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -26383018.000000 Penalty: 6082.486328
	Iteration 12Q: 3 clusters Score -2.638302e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210339 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -26383312.000000 Penalty: 6082.486328
	Iteration 13Q: 3 clusters Score -2.638331e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210948 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -26383390.000000 Penalty: 6082.486328
	Iteration 14Q: 3 clusters Score -2.638339e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211166 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -26383448.000000 Penalty: 6082.486328
	Iteration 15Q: 3 clusters Score -2.638345e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211272 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -26383458.000000 Penalty: 6082.486328
	Iteration 16Q: 3 clusters Score -2.638346e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211328 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26383492.000000 Penalty: 6082.486328
	Iteration 17Q: 3 clusters Score -2.638349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211360 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26383550.000000 Penalty: 6082.486328
	Iteration 18Q: 3 clusters Score -2.638355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211387 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -26383596.000000 Penalty: 6082.486328
	Iteration 19Q: 3 clusters Score -2.63836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211404 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26383624.000000 Penalty: 6082.486328
	Iteration 20F: 3 clusters Score -2.638362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26383638.000000 Penalty: 6082.486328
	Iteration 21Q: 3 clusters Score -2.638364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211417 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26383656.000000 Penalty: 6082.486328
	Iteration 22Q: 3 clusters Score -2.638366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211417 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26383660.000000 Penalty: 6082.486328
	Iteration 23Q: 3 clusters Score -2.638366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211418 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26383652.000000 Penalty: 6082.486328
	Iteration 24Q: 3 clusters Score -2.638365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211418 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26383654.000000 Penalty: 6082.486328
	Iteration 25Q: 3 clusters Score -2.638365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211420 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26383654.000000 Penalty: 6082.486328
	Iteration 26Q: 3 clusters Score -2.638365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26383658.000000 Penalty: 6082.486328
	Iteration 27Q: 3 clusters Score -2.638366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26383658.000000 Penalty: 6082.486328
	Iteration 28Q: 3 clusters Score -2.638366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26383658.000000 Penalty: 6082.486328
	Iteration 29F: 3 clusters Score -2.638366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Entering Unmasked Estep 
Score: -3591194.250000 Penalty: 2550.027344
	Iteration 0F: 2 clusters Score -3591194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3571148.250000 Penalty: 5100.054688
	Iteration 0F: 3 clusters Score -3571148 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3578367.500000 Penalty: 5100.054688
	Iteration 1F: 3 clusters Score -3578368 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3578841.500000 Penalty: 5100.054688
	Iteration 2Q: 3 clusters Score -3578842 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3579233.000000 Penalty: 5100.054688
	Iteration 3Q: 3 clusters Score -3579233 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3579566.250000 Penalty: 5100.054688
	Iteration 4Q: 3 clusters Score -3579566 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3579896.250000 Penalty: 5100.054688
	Iteration 5Q: 3 clusters Score -3579896 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3580204.750000 Penalty: 5100.054688
	Iteration 6Q: 3 clusters Score -3580205 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3580539.500000 Penalty: 5100.054688
	Iteration 7Q: 3 clusters Score -3580540 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3580908.750000 Penalty: 5100.054688
	Iteration 8Q: 3 clusters Score -3580909 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3581379.750000 Penalty: 5100.054688
	Iteration 9Q: 3 clusters Score -3581380 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3581887.000000 Penalty: 5100.054688
	Iteration 10Q: 3 clusters Score -3581887 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3582510.250000 Penalty: 5100.054688
	Iteration 11Q: 3 clusters Score -3582510 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3583141.250000 Penalty: 5100.054688
	Iteration 12Q: 3 clusters Score -3583141 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3583865.750000 Penalty: 5100.054688
	Iteration 13Q: 3 clusters Score -3583866 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3584525.750000 Penalty: 5100.054688
	Iteration 14Q: 3 clusters Score -3584526 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3585028.750000 Penalty: 5100.054688
	Iteration 15Q: 3 clusters Score -3585029 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3585339.000000 Penalty: 5100.054688
	Iteration 16Q: 3 clusters Score -3585339 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3585501.500000 Penalty: 5100.054688
	Iteration 17Q: 3 clusters Score -3585502 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3585623.750000 Penalty: 5100.054688
	Iteration 18Q: 3 clusters Score -3585624 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3585725.500000 Penalty: 5100.054688
	Iteration 19Q: 3 clusters Score -3585726 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3585850.250000 Penalty: 5100.054688
	Iteration 20F: 3 clusters Score -3585850 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3585962.000000 Penalty: 5100.054688
	Iteration 21Q: 3 clusters Score -3585962 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3586062.750000 Penalty: 5100.054688
	Iteration 22Q: 3 clusters Score -3586063 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3586165.750000 Penalty: 5100.054688
	Iteration 23Q: 3 clusters Score -3586166 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3586261.250000 Penalty: 5100.054688
	Iteration 24Q: 3 clusters Score -3586261 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3586359.750000 Penalty: 5100.054688
	Iteration 25Q: 3 clusters Score -3586360 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3586434.500000 Penalty: 5100.054688
	Iteration 26Q: 3 clusters Score -3586434 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3586516.250000 Penalty: 5100.054688
	Iteration 27Q: 3 clusters Score -3586516 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3586597.750000 Penalty: 5100.054688
	Iteration 28Q: 3 clusters Score -3586598 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3586677.500000 Penalty: 5100.054688
	Iteration 29Q: 3 clusters Score -3586678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3586746.250000 Penalty: 5100.054688
	Iteration 30Q: 3 clusters Score -3586746 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3586791.750000 Penalty: 5100.054688
	Iteration 31Q: 3 clusters Score -3586792 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3586881.250000 Penalty: 5100.054688
	Iteration 32Q: 3 clusters Score -3586881 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3586953.750000 Penalty: 5100.054688
	Iteration 33Q: 3 clusters Score -3586954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3587014.000000 Penalty: 5100.054688
	Iteration 34Q: 3 clusters Score -3587014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3587054.250000 Penalty: 5100.054688
	Iteration 35Q: 3 clusters Score -3587054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3587126.000000 Penalty: 5100.054688
	Iteration 36Q: 3 clusters Score -3587126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3587168.750000 Penalty: 5100.054688
	Iteration 37Q: 3 clusters Score -3587169 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3587219.750000 Penalty: 5100.054688
	Iteration 38Q: 3 clusters Score -3587220 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3587272.250000 Penalty: 5100.054688
	Iteration 39Q: 3 clusters Score -3587272 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3587335.250000 Penalty: 5100.054688
	Iteration 40F: 3 clusters Score -3587335 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3587386.500000 Penalty: 5100.054688
	Iteration 41Q: 3 clusters Score -3587386 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3587453.000000 Penalty: 5100.054688
	Iteration 42Q: 3 clusters Score -3587453 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3587510.500000 Penalty: 5100.054688
	Iteration 43Q: 3 clusters Score -3587510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3587583.250000 Penalty: 5100.054688
	Iteration 44Q: 3 clusters Score -3587583 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3587656.000000 Penalty: 5100.054688
	Iteration 45Q: 3 clusters Score -3587656 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3587712.750000 Penalty: 5100.054688
	Iteration 46Q: 3 clusters Score -3587713 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3587785.250000 Penalty: 5100.054688
	Iteration 47Q: 3 clusters Score -3587785 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3587852.250000 Penalty: 5100.054688
	Iteration 48Q: 3 clusters Score -3587852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3587940.500000 Penalty: 5100.054688
	Iteration 49Q: 3 clusters Score -3587940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3588020.500000 Penalty: 5100.054688
	Iteration 50Q: 3 clusters Score -3588020 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3588089.250000 Penalty: 5100.054688
	Iteration 51Q: 3 clusters Score -3588089 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3588168.500000 Penalty: 5100.054688
	Iteration 52Q: 3 clusters Score -3588168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3588263.500000 Penalty: 5100.054688
	Iteration 53Q: 3 clusters Score -3588264 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3588336.750000 Penalty: 5100.054688
	Iteration 54Q: 3 clusters Score -3588337 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3588408.250000 Penalty: 5100.054688
	Iteration 55Q: 3 clusters Score -3588408 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3588450.250000 Penalty: 5100.054688
	Iteration 56Q: 3 clusters Score -3588450 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3588496.750000 Penalty: 5100.054688
	Iteration 57Q: 3 clusters Score -3588497 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3588545.750000 Penalty: 5100.054688
	Iteration 58Q: 3 clusters Score -3588546 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3588577.750000 Penalty: 5100.054688
	Iteration 59Q: 3 clusters Score -3588578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3588619.000000 Penalty: 5100.054688
	Iteration 60F: 3 clusters Score -3588619 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3588650.000000 Penalty: 5100.054688
	Iteration 61Q: 3 clusters Score -3588650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3588673.750000 Penalty: 5100.054688
	Iteration 62Q: 3 clusters Score -3588674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3588700.500000 Penalty: 5100.054688
	Iteration 63Q: 3 clusters Score -3588700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3588724.250000 Penalty: 5100.054688
	Iteration 64Q: 3 clusters Score -3588724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3588744.250000 Penalty: 5100.054688
	Iteration 65Q: 3 clusters Score -3588744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3588758.250000 Penalty: 5100.054688
	Iteration 66Q: 3 clusters Score -3588758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3588777.750000 Penalty: 5100.054688
	Iteration 67Q: 3 clusters Score -3588778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3588775.250000 Penalty: 5100.054688
	Iteration 68Q: 3 clusters Score -3588775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3588789.250000 Penalty: 5100.054688
	Iteration 69Q: 3 clusters Score -3588789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3588796.750000 Penalty: 5100.054688
	Iteration 70Q: 3 clusters Score -3588797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3588807.750000 Penalty: 5100.054688
	Iteration 71Q: 3 clusters Score -3588808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3588813.000000 Penalty: 5100.054688
	Iteration 72Q: 3 clusters Score -3588813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3588816.750000 Penalty: 5100.054688
	Iteration 73Q: 3 clusters Score -3588817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3588830.500000 Penalty: 5100.054688
	Iteration 74Q: 3 clusters Score -3588830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3588840.250000 Penalty: 5100.054688
	Iteration 75Q: 3 clusters Score -3588840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3588848.750000 Penalty: 5100.054688
	Iteration 76Q: 3 clusters Score -3588849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3588853.250000 Penalty: 5100.054688
	Iteration 77Q: 3 clusters Score -3588853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3588865.000000 Penalty: 5100.054688
	Iteration 78Q: 3 clusters Score -3588865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3588876.250000 Penalty: 5100.054688
	Iteration 79Q: 3 clusters Score -3588876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3588875.500000 Penalty: 5100.054688
	Iteration 80F: 3 clusters Score -3588876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3588881.250000 Penalty: 5100.054688
	Iteration 81Q: 3 clusters Score -3588881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3588890.000000 Penalty: 5100.054688
	Iteration 82Q: 3 clusters Score -3588890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3588899.000000 Penalty: 5100.054688
	Iteration 83Q: 3 clusters Score -3588899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3588901.500000 Penalty: 5100.054688
	Iteration 84Q: 3 clusters Score -3588902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3588909.250000 Penalty: 5100.054688
	Iteration 85Q: 3 clusters Score -3588909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3588915.250000 Penalty: 5100.054688
	Iteration 86Q: 3 clusters Score -3588915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3588924.500000 Penalty: 5100.054688
	Iteration 87Q: 3 clusters Score -3588924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3588939.500000 Penalty: 5100.054688
	Iteration 88Q: 3 clusters Score -3588940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3588942.250000 Penalty: 5100.054688
	Iteration 89Q: 3 clusters Score -3588942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3588953.250000 Penalty: 5100.054688
	Iteration 90Q: 3 clusters Score -3588953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3588964.250000 Penalty: 5100.054688
	Iteration 91Q: 3 clusters Score -3588964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3588967.250000 Penalty: 5100.054688
	Iteration 92Q: 3 clusters Score -3588967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3588968.250000 Penalty: 5100.054688
	Iteration 93Q: 3 clusters Score -3588968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3588975.000000 Penalty: 5100.054688
	Iteration 94Q: 3 clusters Score -3588975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3588987.000000 Penalty: 5100.054688
	Iteration 95Q: 3 clusters Score -3588987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3588992.000000 Penalty: 5100.054688
	Iteration 96Q: 3 clusters Score -3588992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3588999.500000 Penalty: 5100.054688
	Iteration 97Q: 3 clusters Score -3589000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3588999.250000 Penalty: 5100.054688
	Iteration 98Q: 3 clusters Score -3588999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3589010.000000 Penalty: 5100.054688
	Iteration 99Q: 3 clusters Score -3589010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3589021.500000 Penalty: 5100.054688
	Iteration 100F: 3 clusters Score -3589022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3589033.500000 Penalty: 5100.054688
	Iteration 101Q: 3 clusters Score -3589034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3589044.500000 Penalty: 5100.054688
	Iteration 102Q: 3 clusters Score -3589044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3589051.500000 Penalty: 5100.054688
	Iteration 103Q: 3 clusters Score -3589052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3589062.250000 Penalty: 5100.054688
	Iteration 104Q: 3 clusters Score -3589062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3589083.500000 Penalty: 5100.054688
	Iteration 105Q: 3 clusters Score -3589084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3589092.000000 Penalty: 5100.054688
	Iteration 106Q: 3 clusters Score -3589092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3589099.000000 Penalty: 5100.054688
	Iteration 107Q: 3 clusters Score -3589099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3589111.750000 Penalty: 5100.054688
	Iteration 108Q: 3 clusters Score -3589112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3589119.500000 Penalty: 5100.054688
	Iteration 109Q: 3 clusters Score -3589120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3589123.500000 Penalty: 5100.054688
	Iteration 110Q: 3 clusters Score -3589124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3589127.250000 Penalty: 5100.054688
	Iteration 111Q: 3 clusters Score -3589127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3589122.250000 Penalty: 5100.054688
	Iteration 112Q: 3 clusters Score -3589122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3589124.500000 Penalty: 5100.054688
	Iteration 113Q: 3 clusters Score -3589124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3589126.250000 Penalty: 5100.054688
	Iteration 114Q: 3 clusters Score -3589126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3589128.000000 Penalty: 5100.054688
	Iteration 115Q: 3 clusters Score -3589128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3589131.500000 Penalty: 5100.054688
	Iteration 116Q: 3 clusters Score -3589132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3589128.750000 Penalty: 5100.054688
	Iteration 117Q: 3 clusters Score -3589129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3589130.500000 Penalty: 5100.054688
	Iteration 118Q: 3 clusters Score -3589130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3589129.000000 Penalty: 5100.054688
	Iteration 119Q: 3 clusters Score -3589129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3589127.750000 Penalty: 5100.054688
	Iteration 120F: 3 clusters Score -3589128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3589131.000000 Penalty: 5100.054688
	Iteration 121Q: 3 clusters Score -3589131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3589134.000000 Penalty: 5100.054688
	Iteration 122Q: 3 clusters Score -3589134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3589134.750000 Penalty: 5100.054688
	Iteration 123Q: 3 clusters Score -3589135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3589136.250000 Penalty: 5100.054688
	Iteration 124Q: 3 clusters Score -3589136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3589136.250000 Penalty: 5100.054688
	Iteration 125F: 3 clusters Score -3589136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Entering Unmasked Estep 
Score: -1823969.875000 Penalty: 2393.379150
	Iteration 0F: 2 clusters Score -1823970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1812787.125000 Penalty: 4786.758301
	Iteration 0F: 3 clusters Score -1812787 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1816472.625000 Penalty: 4786.758301
	Iteration 1F: 3 clusters Score -1816473 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1816804.750000 Penalty: 4786.758301
	Iteration 2F: 3 clusters Score -1816805 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1817056.875000 Penalty: 4786.758301
	Iteration 3Q: 3 clusters Score -1817057 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1817258.875000 Penalty: 4786.758301
	Iteration 4Q: 3 clusters Score -1817259 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1817416.500000 Penalty: 4786.758301
	Iteration 5Q: 3 clusters Score -1817416 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1817578.500000 Penalty: 4786.758301
	Iteration 6Q: 3 clusters Score -1817578 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1817747.875000 Penalty: 4786.758301
	Iteration 7Q: 3 clusters Score -1817748 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1817920.625000 Penalty: 4786.758301
	Iteration 8Q: 3 clusters Score -1817921 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1818102.125000 Penalty: 4786.758301
	Iteration 9Q: 3 clusters Score -1818102 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1818336.750000 Penalty: 4786.758301
	Iteration 10Q: 3 clusters Score -1818337 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1818638.750000 Penalty: 4786.758301
	Iteration 11Q: 3 clusters Score -1818639 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1818997.500000 Penalty: 4786.758301
	Iteration 12Q: 3 clusters Score -1818998 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1819457.250000 Penalty: 4786.758301
	Iteration 13Q: 3 clusters Score -1819457 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1819891.750000 Penalty: 4786.758301
	Iteration 14Q: 3 clusters Score -1819892 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1820272.875000 Penalty: 4786.758301
	Iteration 15Q: 3 clusters Score -1820273 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1820628.875000 Penalty: 4786.758301
	Iteration 16Q: 3 clusters Score -1820629 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1820963.250000 Penalty: 4786.758301
	Iteration 17Q: 3 clusters Score -1820963 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1821249.250000 Penalty: 4786.758301
	Iteration 18Q: 3 clusters Score -1821249 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1821465.375000 Penalty: 4786.758301
	Iteration 19Q: 3 clusters Score -1821465 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1821626.250000 Penalty: 4786.758301
	Iteration 20F: 3 clusters Score -1821626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1821747.750000 Penalty: 4786.758301
	Iteration 21Q: 3 clusters Score -1821748 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1821838.125000 Penalty: 4786.758301
	Iteration 22Q: 3 clusters Score -1821838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1821880.000000 Penalty: 4786.758301
	Iteration 23Q: 3 clusters Score -1821880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1821915.125000 Penalty: 4786.758301
	Iteration 24Q: 3 clusters Score -1821915 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1821953.500000 Penalty: 4786.758301
	Iteration 25Q: 3 clusters Score -1821954 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1821993.875000 Penalty: 4786.758301
	Iteration 26Q: 3 clusters Score -1821994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1822032.000000 Penalty: 4786.758301
	Iteration 27Q: 3 clusters Score -1822032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1822075.250000 Penalty: 4786.758301
	Iteration 28Q: 3 clusters Score -1822075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1822097.125000 Penalty: 4786.758301
	Iteration 29Q: 3 clusters Score -1822097 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1822135.625000 Penalty: 4786.758301
	Iteration 30Q: 3 clusters Score -1822136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1822160.000000 Penalty: 4786.758301
	Iteration 31Q: 3 clusters Score -1822160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1822191.875000 Penalty: 4786.758301
	Iteration 32Q: 3 clusters Score -1822192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1822212.500000 Penalty: 4786.758301
	Iteration 33Q: 3 clusters Score -1822212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1822240.500000 Penalty: 4786.758301
	Iteration 34Q: 3 clusters Score -1822240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1822268.875000 Penalty: 4786.758301
	Iteration 35Q: 3 clusters Score -1822269 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1822287.625000 Penalty: 4786.758301
	Iteration 36Q: 3 clusters Score -1822288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1822308.375000 Penalty: 4786.758301
	Iteration 37Q: 3 clusters Score -1822308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1822322.000000 Penalty: 4786.758301
	Iteration 38Q: 3 clusters Score -1822322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1822332.250000 Penalty: 4786.758301
	Iteration 39Q: 3 clusters Score -1822332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1822339.750000 Penalty: 4786.758301
	Iteration 40F: 3 clusters Score -1822340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1822349.125000 Penalty: 4786.758301
	Iteration 41Q: 3 clusters Score -1822349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1822353.250000 Penalty: 4786.758301
	Iteration 42Q: 3 clusters Score -1822353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1822358.250000 Penalty: 4786.758301
	Iteration 43Q: 3 clusters Score -1822358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1822360.625000 Penalty: 4786.758301
	Iteration 44Q: 3 clusters Score -1822361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1822364.250000 Penalty: 4786.758301
	Iteration 45Q: 3 clusters Score -1822364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1822379.875000 Penalty: 4786.758301
	Iteration 46Q: 3 clusters Score -1822380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1822385.500000 Penalty: 4786.758301
	Iteration 47Q: 3 clusters Score -1822386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1822396.875000 Penalty: 4786.758301
	Iteration 48Q: 3 clusters Score -1822397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1822403.875000 Penalty: 4786.758301
	Iteration 49Q: 3 clusters Score -1822404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1822407.250000 Penalty: 4786.758301
	Iteration 50Q: 3 clusters Score -1822407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1822418.125000 Penalty: 4786.758301
	Iteration 51Q: 3 clusters Score -1822418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1822427.625000 Penalty: 4786.758301
	Iteration 52Q: 3 clusters Score -1822428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1822431.875000 Penalty: 4786.758301
	Iteration 53Q: 3 clusters Score -1822432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1822431.125000 Penalty: 4786.758301
	Iteration 54Q: 3 clusters Score -1822431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1822431.625000 Penalty: 4786.758301
	Iteration 55Q: 3 clusters Score -1822432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1822440.625000 Penalty: 4786.758301
	Iteration 56Q: 3 clusters Score -1822441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1822445.000000 Penalty: 4786.758301
	Iteration 57Q: 3 clusters Score -1822445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1822450.750000 Penalty: 4786.758301
	Iteration 58Q: 3 clusters Score -1822451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1822449.250000 Penalty: 4786.758301
	Iteration 59Q: 3 clusters Score -1822449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1822452.750000 Penalty: 4786.758301
	Iteration 60F: 3 clusters Score -1822453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1822453.000000 Penalty: 4786.758301
	Iteration 61Q: 3 clusters Score -1822453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1822456.125000 Penalty: 4786.758301
	Iteration 62Q: 3 clusters Score -1822456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1822462.125000 Penalty: 4786.758301
	Iteration 63Q: 3 clusters Score -1822462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1822461.250000 Penalty: 4786.758301
	Iteration 64Q: 3 clusters Score -1822461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1822463.375000 Penalty: 4786.758301
	Iteration 65Q: 3 clusters Score -1822463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1822466.750000 Penalty: 4786.758301
	Iteration 66Q: 3 clusters Score -1822467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1822470.125000 Penalty: 4786.758301
	Iteration 67Q: 3 clusters Score -1822470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1822470.500000 Penalty: 4786.758301
	Iteration 68Q: 3 clusters Score -1822470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1822473.250000 Penalty: 4786.758301
	Iteration 69Q: 3 clusters Score -1822473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1822472.750000 Penalty: 4786.758301
	Iteration 70Q: 3 clusters Score -1822473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1822474.500000 Penalty: 4786.758301
	Iteration 71Q: 3 clusters Score -1822474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1822473.250000 Penalty: 4786.758301
	Iteration 72Q: 3 clusters Score -1822473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1822473.250000 Penalty: 4786.758301
	Iteration 73F: 3 clusters Score -1822473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -707238.187500 Penalty: 2150.606445
	Iteration 0F: 2 clusters Score -707238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -702229.250000 Penalty: 4301.212891
	Iteration 0F: 3 clusters Score -702229.2 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -703490.062500 Penalty: 4301.212891
	Iteration 1F: 3 clusters Score -703490.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -703744.000000 Penalty: 4301.212891
	Iteration 2F: 3 clusters Score -703744 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -703926.812500 Penalty: 4301.212891
	Iteration 3F: 3 clusters Score -703926.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -704079.312500 Penalty: 4301.212891
	Iteration 4Q: 3 clusters Score -704079.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -704201.437500 Penalty: 4301.212891
	Iteration 5Q: 3 clusters Score -704201.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -704346.562500 Penalty: 4301.212891
	Iteration 6Q: 3 clusters Score -704346.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -704513.000000 Penalty: 4301.212891
	Iteration 7Q: 3 clusters Score -704513 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -704741.687500 Penalty: 4301.212891
	Iteration 8Q: 3 clusters Score -704741.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -705103.500000 Penalty: 4301.212891
	Iteration 9Q: 3 clusters Score -705103.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -705454.375000 Penalty: 4301.212891
	Iteration 10Q: 3 clusters Score -705454.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -705756.875000 Penalty: 4301.212891
	Iteration 11F: 3 clusters Score -705756.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -706004.687500 Penalty: 4301.212891
	Iteration 12Q: 3 clusters Score -706004.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -706230.750000 Penalty: 4301.212891
	Iteration 13Q: 3 clusters Score -706230.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -706433.687500 Penalty: 4301.212891
	Iteration 14Q: 3 clusters Score -706433.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -706596.937500 Penalty: 4301.212891
	Iteration 15Q: 3 clusters Score -706596.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -706713.750000 Penalty: 4301.212891
	Iteration 16Q: 3 clusters Score -706713.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -706802.187500 Penalty: 4301.212891
	Iteration 17Q: 3 clusters Score -706802.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -706853.937500 Penalty: 4301.212891
	Iteration 18Q: 3 clusters Score -706853.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -706894.687500 Penalty: 4301.212891
	Iteration 19Q: 3 clusters Score -706894.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -706932.062500 Penalty: 4301.212891
	Iteration 20F: 3 clusters Score -706932.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -706964.687500 Penalty: 4301.212891
	Iteration 21Q: 3 clusters Score -706964.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -706992.375000 Penalty: 4301.212891
	Iteration 22Q: 3 clusters Score -706992.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -707009.000000 Penalty: 4301.212891
	Iteration 23Q: 3 clusters Score -707009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -707012.562500 Penalty: 4301.212891
	Iteration 24Q: 3 clusters Score -707012.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -707018.000000 Penalty: 4301.212891
	Iteration 25Q: 3 clusters Score -707018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -707018.125000 Penalty: 4301.212891
	Iteration 26Q: 3 clusters Score -707018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -707021.562500 Penalty: 4301.212891
	Iteration 27Q: 3 clusters Score -707021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -707019.437500 Penalty: 4301.212891
	Iteration 28Q: 3 clusters Score -707019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -707020.687500 Penalty: 4301.212891
	Iteration 29Q: 3 clusters Score -707020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -707019.937500 Penalty: 4301.212891
	Iteration 30Q: 3 clusters Score -707019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -707020.062500 Penalty: 4301.212891
	Iteration 31Q: 3 clusters Score -707020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -707020.187500 Penalty: 4301.212891
	Iteration 32Q: 3 clusters Score -707020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -707021.687500 Penalty: 4301.212891
	Iteration 33Q: 3 clusters Score -707021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -707021.437500 Penalty: 4301.212891
	Iteration 34Q: 3 clusters Score -707021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -707021.437500 Penalty: 4301.212891
	Iteration 35F: 3 clusters Score -707021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1328506.000000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1328506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1319776.250000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1319776 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1322395.750000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1322396 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1322780.875000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1322781 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1323089.625000 Penalty: 4643.183594
	Iteration 3F: 3 clusters Score -1323090 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1323330.750000 Penalty: 4643.183594
	Iteration 4Q: 3 clusters Score -1323331 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1323555.250000 Penalty: 4643.183594
	Iteration 5Q: 3 clusters Score -1323555 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1323774.875000 Penalty: 4643.183594
	Iteration 6Q: 3 clusters Score -1323775 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1323989.375000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1323989 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1324229.875000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1324230 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1324522.000000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1324522 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1324796.250000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1324796 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1325097.750000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1325098 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1325392.000000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1325392 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1325656.750000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1325657 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1325933.500000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1325934 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1326187.375000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1326187 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1326419.375000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1326419 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1326658.250000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1326658 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1326893.125000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1326893 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1327107.750000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1327108 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1327314.250000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1327314 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1327457.375000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1327457 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1327524.750000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1327525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1327561.875000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1327562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1327592.375000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1327592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1327622.125000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1327622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1327647.375000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1327647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1327671.875000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1327672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1327687.625000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1327688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1327693.750000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1327694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1327702.000000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1327702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1327708.000000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1327708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1327713.625000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1327714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1327712.750000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1327713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1327717.125000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1327717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1327720.625000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1327721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1327725.125000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1327725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1327730.000000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1327730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1327729.625000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1327730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1327734.875000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1327735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1327735.000000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1327735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1327736.000000 Penalty: 4643.183594
	Iteration 41Q: 3 clusters Score -1327736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1327738.000000 Penalty: 4643.183594
	Iteration 42Q: 3 clusters Score -1327738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1327740.375000 Penalty: 4643.183594
	Iteration 43Q: 3 clusters Score -1327740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1327740.500000 Penalty: 4643.183594
	Iteration 44Q: 3 clusters Score -1327740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1327740.125000 Penalty: 4643.183594
	Iteration 45Q: 3 clusters Score -1327740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1327741.000000 Penalty: 4643.183594
	Iteration 46Q: 3 clusters Score -1327741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1327743.000000 Penalty: 4643.183594
	Iteration 47Q: 3 clusters Score -1327743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1327743.125000 Penalty: 4643.183594
	Iteration 48Q: 3 clusters Score -1327743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1327744.625000 Penalty: 4643.183594
	Iteration 49Q: 3 clusters Score -1327745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1327744.250000 Penalty: 4643.183594
	Iteration 50Q: 3 clusters Score -1327744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1327745.750000 Penalty: 4643.183594
	Iteration 51Q: 3 clusters Score -1327746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1327744.125000 Penalty: 4643.183594
	Iteration 52Q: 3 clusters Score -1327744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1327742.125000 Penalty: 4643.183594
	Iteration 53Q: 3 clusters Score -1327742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1327742.125000 Penalty: 4643.183594
	Iteration 54Q: 3 clusters Score -1327742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1327742.125000 Penalty: 4643.183594
	Iteration 55F: 3 clusters Score -1327742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Entering Unmasked Estep 
Score: -18447324.000000 Penalty: 2958.146729
	Iteration 0F: 2 clusters Score -1.844732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -18345902.000000 Penalty: 5916.293457
	Iteration 0F: 3 clusters Score -1.83459e+07 nChanged 72384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -18387620.000000 Penalty: 5916.293457
	Iteration 1F: 3 clusters Score -1.838762e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -18388832.000000 Penalty: 5916.293457
	Iteration 2Q: 3 clusters Score -1.838883e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -18390554.000000 Penalty: 5916.293457
	Iteration 3Q: 3 clusters Score -1.839055e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -18393534.000000 Penalty: 5916.293457
	Iteration 4Q: 3 clusters Score -1.839353e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -18397568.000000 Penalty: 5916.293457
	Iteration 5F: 3 clusters Score -1.839757e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -18403410.000000 Penalty: 5916.293457
	Iteration 6F: 3 clusters Score -1.840341e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -18411742.000000 Penalty: 5916.293457
	Iteration 7F: 3 clusters Score -1.841174e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 118309 members 
Entering Unmasked Estep 
Score: -18421422.000000 Penalty: 5916.293457
	Iteration 8F: 3 clusters Score -1.842142e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 127994 members 
Entering Unmasked Estep 
Score: -18430312.000000 Penalty: 5916.293457
	Iteration 9F: 3 clusters Score -1.843031e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -18437378.000000 Penalty: 5916.293457
	Iteration 10Q: 3 clusters Score -1.843738e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 138972 members 
Entering Unmasked Estep 
Score: -18443426.000000 Penalty: 5916.293457
	Iteration 11Q: 3 clusters Score -1.844343e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 140519 members 
Entering Unmasked Estep 
Score: -18446532.000000 Penalty: 5916.293457
	Iteration 12Q: 3 clusters Score -1.844653e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 141287 members 
Entering Unmasked Estep 
Score: -18447506.000000 Penalty: 5916.293457
	Iteration 13Q: 3 clusters Score -1.844751e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 141804 members 
Entering Unmasked Estep 
Score: -18447698.000000 Penalty: 5916.293457
	Iteration 14Q: 3 clusters Score -1.84477e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 142160 members 
Entering Unmasked Estep 
Score: -18447874.000000 Penalty: 5916.293457
	Iteration 15Q: 3 clusters Score -1.844787e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 142461 members 
Entering Unmasked Estep 
Score: -18448022.000000 Penalty: 5916.293457
	Iteration 16Q: 3 clusters Score -1.844802e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -18448014.000000 Penalty: 5916.293457
	Iteration 17Q: 3 clusters Score -1.844801e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 142845 members 
Entering Unmasked Estep 
Score: -18448052.000000 Penalty: 5916.293457
	Iteration 18Q: 3 clusters Score -1.844805e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 142997 members 
Entering Unmasked Estep 
Score: -18448118.000000 Penalty: 5916.293457
	Iteration 19Q: 3 clusters Score -1.844812e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -18448140.000000 Penalty: 5916.293457
	Iteration 20F: 3 clusters Score -1.844814e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -18448168.000000 Penalty: 5916.293457
	Iteration 21Q: 3 clusters Score -1.844817e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 143316 members 
Entering Unmasked Estep 
Score: -18448150.000000 Penalty: 5916.293457
	Iteration 22Q: 3 clusters Score -1.844815e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 143375 members 
Entering Unmasked Estep 
Score: -18448148.000000 Penalty: 5916.293457
	Iteration 23Q: 3 clusters Score -1.844815e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -18448168.000000 Penalty: 5916.293457
	Iteration 24Q: 3 clusters Score -1.844817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -18448190.000000 Penalty: 5916.293457
	Iteration 25Q: 3 clusters Score -1.844819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 143518 members 
Entering Unmasked Estep 
Score: -18448202.000000 Penalty: 5916.293457
	Iteration 26Q: 3 clusters Score -1.84482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 143558 members 
Entering Unmasked Estep 
Score: -18448192.000000 Penalty: 5916.293457
	Iteration 27Q: 3 clusters Score -1.844819e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 143606 members 
Entering Unmasked Estep 
Score: -18448182.000000 Penalty: 5916.293457
	Iteration 28Q: 3 clusters Score -1.844818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 143640 members 
Entering Unmasked Estep 
Score: -18448166.000000 Penalty: 5916.293457
	Iteration 29Q: 3 clusters Score -1.844817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 143671 members 
Entering Unmasked Estep 
Score: -18448150.000000 Penalty: 5916.293457
	Iteration 30Q: 3 clusters Score -1.844815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -18448170.000000 Penalty: 5916.293457
	Iteration 31Q: 3 clusters Score -1.844817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 143728 members 
Entering Unmasked Estep 
Score: -18448188.000000 Penalty: 5916.293457
	Iteration 32Q: 3 clusters Score -1.844819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 143753 members 
Entering Unmasked Estep 
Score: -18448178.000000 Penalty: 5916.293457
	Iteration 33Q: 3 clusters Score -1.844818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 143779 members 
Entering Unmasked Estep 
Score: -18448194.000000 Penalty: 5916.293457
	Iteration 34Q: 3 clusters Score -1.844819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -18448204.000000 Penalty: 5916.293457
	Iteration 35Q: 3 clusters Score -1.84482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -18448190.000000 Penalty: 5916.293457
	Iteration 36Q: 3 clusters Score -1.844819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -18448214.000000 Penalty: 5916.293457
	Iteration 37Q: 3 clusters Score -1.844821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 143876 members 
Entering Unmasked Estep 
Score: -18448206.000000 Penalty: 5916.293457
	Iteration 38Q: 3 clusters Score -1.844821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 143902 members 
Entering Unmasked Estep 
Score: -18448230.000000 Penalty: 5916.293457
	Iteration 39Q: 3 clusters Score -1.844823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 143924 members 
Entering Unmasked Estep 
Score: -18448208.000000 Penalty: 5916.293457
	Iteration 40F: 3 clusters Score -1.844821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 143940 members 
Entering Unmasked Estep 
Score: -18448234.000000 Penalty: 5916.293457
	Iteration 41Q: 3 clusters Score -1.844823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -18448230.000000 Penalty: 5916.293457
	Iteration 42Q: 3 clusters Score -1.844823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 143979 members 
Entering Unmasked Estep 
Score: -18448248.000000 Penalty: 5916.293457
	Iteration 43Q: 3 clusters Score -1.844825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -18448248.000000 Penalty: 5916.293457
	Iteration 44Q: 3 clusters Score -1.844825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -18448248.000000 Penalty: 5916.293457
	Iteration 45Q: 3 clusters Score -1.844825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -18448260.000000 Penalty: 5916.293457
	Iteration 46Q: 3 clusters Score -1.844826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -18448264.000000 Penalty: 5916.293457
	Iteration 47Q: 3 clusters Score -1.844826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 144064 members 
Entering Unmasked Estep 
Score: -18448276.000000 Penalty: 5916.293457
	Iteration 48Q: 3 clusters Score -1.844828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 144074 members 
Entering Unmasked Estep 
Score: -18448278.000000 Penalty: 5916.293457
	Iteration 49Q: 3 clusters Score -1.844828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 144081 members 
Entering Unmasked Estep 
Score: -18448266.000000 Penalty: 5916.293457
	Iteration 50Q: 3 clusters Score -1.844827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 144086 members 
Entering Unmasked Estep 
Score: -18448270.000000 Penalty: 5916.293457
	Iteration 51Q: 3 clusters Score -1.844827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -18448274.000000 Penalty: 5916.293457
	Iteration 52Q: 3 clusters Score -1.844827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -18448274.000000 Penalty: 5916.293457
	Iteration 53F: 3 clusters Score -1.844827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 43329 members 
Mstep: Class 4 contains 211732 members 
Mstep: Class 5 contains 29213 members 
Mstep: Class 6 contains 15533 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 11629 members 
Mstep: Class 9 contains 7359 members 
Mstep: Class 10 contains 55504 members 
Mstep: Class 11 contains 5804 members 
Mstep: Class 12 contains 166322 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 17374 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 13695 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 183559 members 
Mstep: Class 25 contains 6643 members 
Mstep: Class 26 contains 33246 members 
Mstep: Class 27 contains 19452 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 144091 members 
Entering Unmasked Estep 
Score: -124219624.000000 Penalty: 99613.000000
Splitting cluster 9 changes total score from -124219192.000000 to -124219624.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (55504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Entering Unmasked Estep 
Score: -6824068.000000 Penalty: 2709.204102
	Iteration 0F: 2 clusters Score -6824068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -6786516.500000 Penalty: 5418.408203
	Iteration 0F: 3 clusters Score -6786516 nChanged 25972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -6801122.500000 Penalty: 5418.408203
	Iteration 1F: 3 clusters Score -6801122 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -6801861.000000 Penalty: 5418.408203
	Iteration 2Q: 3 clusters Score -6801861 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -6802564.000000 Penalty: 5418.408203
	Iteration 3Q: 3 clusters Score -6802564 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -6803260.500000 Penalty: 5418.408203
	Iteration 4Q: 3 clusters Score -6803260 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -6804153.500000 Penalty: 5418.408203
	Iteration 5Q: 3 clusters Score -6804154 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -6805626.000000 Penalty: 5418.408203
	Iteration 6F: 3 clusters Score -6805626 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -6807779.000000 Penalty: 5418.408203
	Iteration 7F: 3 clusters Score -6807779 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -6810571.500000 Penalty: 5418.408203
	Iteration 8F: 3 clusters Score -6810572 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -6813678.000000 Penalty: 5418.408203
	Iteration 9F: 3 clusters Score -6813678 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -6816481.500000 Penalty: 5418.408203
	Iteration 10F: 3 clusters Score -6816482 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6818508.500000 Penalty: 5418.408203
	Iteration 11Q: 3 clusters Score -6818508 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6819804.500000 Penalty: 5418.408203
	Iteration 12Q: 3 clusters Score -6819804 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -6820618.500000 Penalty: 5418.408203
	Iteration 13Q: 3 clusters Score -6820618 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -6821149.000000 Penalty: 5418.408203
	Iteration 14Q: 3 clusters Score -6821149 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -6821422.000000 Penalty: 5418.408203
	Iteration 15Q: 3 clusters Score -6821422 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6821653.000000 Penalty: 5418.408203
	Iteration 16Q: 3 clusters Score -6821653 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6821785.500000 Penalty: 5418.408203
	Iteration 17Q: 3 clusters Score -6821786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6821882.000000 Penalty: 5418.408203
	Iteration 18Q: 3 clusters Score -6821882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -6821944.000000 Penalty: 5418.408203
	Iteration 19Q: 3 clusters Score -6821944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -6821980.000000 Penalty: 5418.408203
	Iteration 20F: 3 clusters Score -6821980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -6822034.500000 Penalty: 5418.408203
	Iteration 21Q: 3 clusters Score -6822034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -6822052.000000 Penalty: 5418.408203
	Iteration 22Q: 3 clusters Score -6822052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6822064.500000 Penalty: 5418.408203
	Iteration 23Q: 3 clusters Score -6822064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -6822083.000000 Penalty: 5418.408203
	Iteration 24Q: 3 clusters Score -6822083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6822098.000000 Penalty: 5418.408203
	Iteration 25Q: 3 clusters Score -6822098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6822104.000000 Penalty: 5418.408203
	Iteration 26Q: 3 clusters Score -6822104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -6822119.000000 Penalty: 5418.408203
	Iteration 27Q: 3 clusters Score -6822119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6822120.500000 Penalty: 5418.408203
	Iteration 28Q: 3 clusters Score -6822120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -6822132.500000 Penalty: 5418.408203
	Iteration 29Q: 3 clusters Score -6822132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -6822130.000000 Penalty: 5418.408203
	Iteration 30Q: 3 clusters Score -6822130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -6822142.500000 Penalty: 5418.408203
	Iteration 31Q: 3 clusters Score -6822142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6822150.500000 Penalty: 5418.408203
	Iteration 32Q: 3 clusters Score -6822150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6822150.000000 Penalty: 5418.408203
	Iteration 33Q: 3 clusters Score -6822150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -6822157.000000 Penalty: 5418.408203
	Iteration 34Q: 3 clusters Score -6822157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -6822157.000000 Penalty: 5418.408203
	Iteration 35Q: 3 clusters Score -6822157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6822155.500000 Penalty: 5418.408203
	Iteration 36Q: 3 clusters Score -6822156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -6822153.500000 Penalty: 5418.408203
	Iteration 37Q: 3 clusters Score -6822154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6822150.000000 Penalty: 5418.408203
	Iteration 38Q: 3 clusters Score -6822150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6822150.000000 Penalty: 5418.408203
	Iteration 39F: 3 clusters Score -6822150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -710717.750000 Penalty: 2149.243164
	Iteration 0F: 2 clusters Score -710717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -705637.500000 Penalty: 4298.486328
	Iteration 0F: 3 clusters Score -705637.5 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -706851.187500 Penalty: 4298.486328
	Iteration 1F: 3 clusters Score -706851.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -707087.187500 Penalty: 4298.486328
	Iteration 2F: 3 clusters Score -707087.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -707235.250000 Penalty: 4298.486328
	Iteration 3Q: 3 clusters Score -707235.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -707349.937500 Penalty: 4298.486328
	Iteration 4Q: 3 clusters Score -707349.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -707446.875000 Penalty: 4298.486328
	Iteration 5Q: 3 clusters Score -707446.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -707530.562500 Penalty: 4298.486328
	Iteration 6Q: 3 clusters Score -707530.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -707614.250000 Penalty: 4298.486328
	Iteration 7Q: 3 clusters Score -707614.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -707702.562500 Penalty: 4298.486328
	Iteration 8Q: 3 clusters Score -707702.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -707793.562500 Penalty: 4298.486328
	Iteration 9Q: 3 clusters Score -707793.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -707889.437500 Penalty: 4298.486328
	Iteration 10Q: 3 clusters Score -707889.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -707985.312500 Penalty: 4298.486328
	Iteration 11Q: 3 clusters Score -707985.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -708072.937500 Penalty: 4298.486328
	Iteration 12Q: 3 clusters Score -708072.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -708159.750000 Penalty: 4298.486328
	Iteration 13Q: 3 clusters Score -708159.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -708266.250000 Penalty: 4298.486328
	Iteration 14Q: 3 clusters Score -708266.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -708350.500000 Penalty: 4298.486328
	Iteration 15Q: 3 clusters Score -708350.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -708415.937500 Penalty: 4298.486328
	Iteration 16Q: 3 clusters Score -708415.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -708462.687500 Penalty: 4298.486328
	Iteration 17Q: 3 clusters Score -708462.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -708503.250000 Penalty: 4298.486328
	Iteration 18Q: 3 clusters Score -708503.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -708550.062500 Penalty: 4298.486328
	Iteration 19Q: 3 clusters Score -708550.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -708596.937500 Penalty: 4298.486328
	Iteration 20F: 3 clusters Score -708596.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -708631.750000 Penalty: 4298.486328
	Iteration 21Q: 3 clusters Score -708631.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -708662.562500 Penalty: 4298.486328
	Iteration 22Q: 3 clusters Score -708662.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -708693.437500 Penalty: 4298.486328
	Iteration 23Q: 3 clusters Score -708693.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -708729.187500 Penalty: 4298.486328
	Iteration 24Q: 3 clusters Score -708729.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -708763.562500 Penalty: 4298.486328
	Iteration 25Q: 3 clusters Score -708763.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -708797.000000 Penalty: 4298.486328
	Iteration 26Q: 3 clusters Score -708797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -708823.750000 Penalty: 4298.486328
	Iteration 27Q: 3 clusters Score -708823.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -708846.937500 Penalty: 4298.486328
	Iteration 28Q: 3 clusters Score -708846.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -708868.187500 Penalty: 4298.486328
	Iteration 29Q: 3 clusters Score -708868.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -708895.375000 Penalty: 4298.486328
	Iteration 30Q: 3 clusters Score -708895.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -708916.062500 Penalty: 4298.486328
	Iteration 31Q: 3 clusters Score -708916.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -708937.812500 Penalty: 4298.486328
	Iteration 32Q: 3 clusters Score -708937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -708954.000000 Penalty: 4298.486328
	Iteration 33Q: 3 clusters Score -708954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -708972.687500 Penalty: 4298.486328
	Iteration 34Q: 3 clusters Score -708972.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -708985.750000 Penalty: 4298.486328
	Iteration 35Q: 3 clusters Score -708985.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -708995.125000 Penalty: 4298.486328
	Iteration 36Q: 3 clusters Score -708995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -708998.437500 Penalty: 4298.486328
	Iteration 37Q: 3 clusters Score -708998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -708998.312500 Penalty: 4298.486328
	Iteration 38Q: 3 clusters Score -708998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -709000.000000 Penalty: 4298.486328
	Iteration 39Q: 3 clusters Score -709000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -709000.000000 Penalty: 4298.486328
	Iteration 40F: 3 clusters Score -709000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Entering Unmasked Estep 
Score: -20264982.000000 Penalty: 2981.376953
	Iteration 0F: 2 clusters Score -2.026498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -20154578.000000 Penalty: 5962.753906
	Iteration 0F: 3 clusters Score -2.015458e+07 nChanged 79690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -20201912.000000 Penalty: 5962.753906
	Iteration 1F: 3 clusters Score -2.020191e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -20203542.000000 Penalty: 5962.753906
	Iteration 2Q: 3 clusters Score -2.020354e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -20205902.000000 Penalty: 5962.753906
	Iteration 3Q: 3 clusters Score -2.02059e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -20209182.000000 Penalty: 5962.753906
	Iteration 4Q: 3 clusters Score -2.020918e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -20213324.000000 Penalty: 5962.753906
	Iteration 5F: 3 clusters Score -2.021332e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -20217984.000000 Penalty: 5962.753906
	Iteration 6F: 3 clusters Score -2.021798e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -20222414.000000 Penalty: 5962.753906
	Iteration 7F: 3 clusters Score -2.022241e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -20225956.000000 Penalty: 5962.753906
	Iteration 8F: 3 clusters Score -2.022596e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -20228644.000000 Penalty: 5962.753906
	Iteration 9Q: 3 clusters Score -2.022864e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -20230662.000000 Penalty: 5962.753906
	Iteration 10Q: 3 clusters Score -2.023066e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -20232526.000000 Penalty: 5962.753906
	Iteration 11Q: 3 clusters Score -2.023253e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -20234122.000000 Penalty: 5962.753906
	Iteration 12Q: 3 clusters Score -2.023412e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -20235700.000000 Penalty: 5962.753906
	Iteration 13Q: 3 clusters Score -2.02357e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -20237682.000000 Penalty: 5962.753906
	Iteration 14Q: 3 clusters Score -2.023768e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -20240096.000000 Penalty: 5962.753906
	Iteration 15Q: 3 clusters Score -2.02401e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 131350 members 
Entering Unmasked Estep 
Score: -20242904.000000 Penalty: 5962.753906
	Iteration 16Q: 3 clusters Score -2.02429e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 137577 members 
Entering Unmasked Estep 
Score: -20246276.000000 Penalty: 5962.753906
	Iteration 17Q: 3 clusters Score -2.024628e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -20249542.000000 Penalty: 5962.753906
	Iteration 18Q: 3 clusters Score -2.024954e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 149092 members 
Entering Unmasked Estep 
Score: -20252994.000000 Penalty: 5962.753906
	Iteration 19Q: 3 clusters Score -2.025299e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -20255904.000000 Penalty: 5962.753906
	Iteration 20F: 3 clusters Score -2.02559e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -20258106.000000 Penalty: 5962.753906
	Iteration 21Q: 3 clusters Score -2.025811e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -20259640.000000 Penalty: 5962.753906
	Iteration 22Q: 3 clusters Score -2.025964e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 161643 members 
Entering Unmasked Estep 
Score: -20260630.000000 Penalty: 5962.753906
	Iteration 23Q: 3 clusters Score -2.026063e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -20261188.000000 Penalty: 5962.753906
	Iteration 24Q: 3 clusters Score -2.026119e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -20261596.000000 Penalty: 5962.753906
	Iteration 25Q: 3 clusters Score -2.02616e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -20261882.000000 Penalty: 5962.753906
	Iteration 26Q: 3 clusters Score -2.026188e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -20262056.000000 Penalty: 5962.753906
	Iteration 27Q: 3 clusters Score -2.026206e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 164375 members 
Entering Unmasked Estep 
Score: -20262288.000000 Penalty: 5962.753906
	Iteration 28Q: 3 clusters Score -2.026229e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -20262406.000000 Penalty: 5962.753906
	Iteration 29Q: 3 clusters Score -2.026241e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 164664 members 
Entering Unmasked Estep 
Score: -20262474.000000 Penalty: 5962.753906
	Iteration 30Q: 3 clusters Score -2.026247e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -20262560.000000 Penalty: 5962.753906
	Iteration 31Q: 3 clusters Score -2.026256e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -20262590.000000 Penalty: 5962.753906
	Iteration 32Q: 3 clusters Score -2.026259e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -20262624.000000 Penalty: 5962.753906
	Iteration 33Q: 3 clusters Score -2.026262e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -20262680.000000 Penalty: 5962.753906
	Iteration 34Q: 3 clusters Score -2.026268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -20262708.000000 Penalty: 5962.753906
	Iteration 35Q: 3 clusters Score -2.026271e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -20262696.000000 Penalty: 5962.753906
	Iteration 36Q: 3 clusters Score -2.02627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 164930 members 
Entering Unmasked Estep 
Score: -20262766.000000 Penalty: 5962.753906
	Iteration 37Q: 3 clusters Score -2.026277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -20262760.000000 Penalty: 5962.753906
	Iteration 38Q: 3 clusters Score -2.026276e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -20262756.000000 Penalty: 5962.753906
	Iteration 39Q: 3 clusters Score -2.026276e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 164984 members 
Entering Unmasked Estep 
Score: -20262782.000000 Penalty: 5962.753906
	Iteration 40F: 3 clusters Score -2.026278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 164998 members 
Entering Unmasked Estep 
Score: -20262786.000000 Penalty: 5962.753906
	Iteration 41Q: 3 clusters Score -2.026279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 165009 members 
Entering Unmasked Estep 
Score: -20262806.000000 Penalty: 5962.753906
	Iteration 42Q: 3 clusters Score -2.026281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -20262834.000000 Penalty: 5962.753906
	Iteration 43Q: 3 clusters Score -2.026283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -20262824.000000 Penalty: 5962.753906
	Iteration 44Q: 3 clusters Score -2.026282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -20262816.000000 Penalty: 5962.753906
	Iteration 45Q: 3 clusters Score -2.026282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -20262834.000000 Penalty: 5962.753906
	Iteration 46Q: 3 clusters Score -2.026283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -20262852.000000 Penalty: 5962.753906
	Iteration 47Q: 3 clusters Score -2.026285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -20262862.000000 Penalty: 5962.753906
	Iteration 48Q: 3 clusters Score -2.026286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -20262844.000000 Penalty: 5962.753906
	Iteration 49Q: 3 clusters Score -2.026284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -20262870.000000 Penalty: 5962.753906
	Iteration 50Q: 3 clusters Score -2.026287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -20262872.000000 Penalty: 5962.753906
	Iteration 51Q: 3 clusters Score -2.026287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -20262866.000000 Penalty: 5962.753906
	Iteration 52Q: 3 clusters Score -2.026287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 165060 members 
Entering Unmasked Estep 
Score: -20262872.000000 Penalty: 5962.753906
	Iteration 53Q: 3 clusters Score -2.026287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -20262874.000000 Penalty: 5962.753906
	Iteration 54Q: 3 clusters Score -2.026287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -20262874.000000 Penalty: 5962.753906
	Iteration 55F: 3 clusters Score -2.026287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -66732.843750 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -66732.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65263.441406 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -65263.44 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66262.156250 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -66262.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66963.015625 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -66963.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67188.812500 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -67188.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67318.703125 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -67318.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67474.164062 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -67474.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67563.296875 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -67563.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67697.632812 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -67697.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67728.093750 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -67728.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67731.828125 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -67731.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67733.023438 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -67733.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67733.023438 Penalty: 3257.766602
	Iteration 11F: 3 clusters Score -67733.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 43329 members 
Mstep: Class 4 contains 211732 members 
Mstep: Class 5 contains 29213 members 
Mstep: Class 6 contains 15533 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 11629 members 
Mstep: Class 9 contains 7359 members 
Mstep: Class 10 contains 55504 members 
Mstep: Class 11 contains 5804 members 
Mstep: Class 12 contains 166322 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 17374 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 13695 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 183559 members 
Mstep: Class 25 contains 6643 members 
Mstep: Class 26 contains 33246 members 
Mstep: Class 27 contains 19452 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 144091 members 
Mstep: Class 30 contains 345 members 
Entering Unmasked Estep 
Score: -124218568.000000 Penalty: 103047.937500
Splitting cluster 13 changes total score from -124219192.000000 to -124218568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -610651.625000 Penalty: 2113.895264
	Iteration 0F: 2 clusters Score -610651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -606150.250000 Penalty: 4227.790527
	Iteration 0F: 3 clusters Score -606150.2 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -607199.875000 Penalty: 4227.790527
	Iteration 1F: 3 clusters Score -607199.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -607390.437500 Penalty: 4227.790527
	Iteration 2F: 3 clusters Score -607390.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -607518.312500 Penalty: 4227.790527
	Iteration 3Q: 3 clusters Score -607518.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -607629.062500 Penalty: 4227.790527
	Iteration 4Q: 3 clusters Score -607629.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -607741.750000 Penalty: 4227.790527
	Iteration 5Q: 3 clusters Score -607741.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -607838.937500 Penalty: 4227.790527
	Iteration 6Q: 3 clusters Score -607838.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -607909.312500 Penalty: 4227.790527
	Iteration 7Q: 3 clusters Score -607909.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -607965.687500 Penalty: 4227.790527
	Iteration 8Q: 3 clusters Score -607965.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -608028.125000 Penalty: 4227.790527
	Iteration 9Q: 3 clusters Score -608028.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -608109.500000 Penalty: 4227.790527
	Iteration 10Q: 3 clusters Score -608109.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -608180.687500 Penalty: 4227.790527
	Iteration 11Q: 3 clusters Score -608180.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -608241.812500 Penalty: 4227.790527
	Iteration 12Q: 3 clusters Score -608241.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -608305.875000 Penalty: 4227.790527
	Iteration 13Q: 3 clusters Score -608305.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -608382.875000 Penalty: 4227.790527
	Iteration 14Q: 3 clusters Score -608382.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -608448.437500 Penalty: 4227.790527
	Iteration 15Q: 3 clusters Score -608448.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -608524.250000 Penalty: 4227.790527
	Iteration 16Q: 3 clusters Score -608524.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -608605.125000 Penalty: 4227.790527
	Iteration 17Q: 3 clusters Score -608605.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -608709.500000 Penalty: 4227.790527
	Iteration 18Q: 3 clusters Score -608709.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -608818.250000 Penalty: 4227.790527
	Iteration 19Q: 3 clusters Score -608818.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -608892.687500 Penalty: 4227.790527
	Iteration 20F: 3 clusters Score -608892.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -608948.437500 Penalty: 4227.790527
	Iteration 21Q: 3 clusters Score -608948.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -609001.375000 Penalty: 4227.790527
	Iteration 22Q: 3 clusters Score -609001.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -609039.687500 Penalty: 4227.790527
	Iteration 23Q: 3 clusters Score -609039.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -609069.250000 Penalty: 4227.790527
	Iteration 24Q: 3 clusters Score -609069.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -609097.062500 Penalty: 4227.790527
	Iteration 25Q: 3 clusters Score -609097.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -609125.562500 Penalty: 4227.790527
	Iteration 26Q: 3 clusters Score -609125.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -609147.812500 Penalty: 4227.790527
	Iteration 27Q: 3 clusters Score -609147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -609155.875000 Penalty: 4227.790527
	Iteration 28Q: 3 clusters Score -609155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -609162.187500 Penalty: 4227.790527
	Iteration 29Q: 3 clusters Score -609162.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -609169.125000 Penalty: 4227.790527
	Iteration 30Q: 3 clusters Score -609169.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -609174.187500 Penalty: 4227.790527
	Iteration 31Q: 3 clusters Score -609174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -609179.687500 Penalty: 4227.790527
	Iteration 32Q: 3 clusters Score -609179.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -609185.750000 Penalty: 4227.790527
	Iteration 33Q: 3 clusters Score -609185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -609190.625000 Penalty: 4227.790527
	Iteration 34Q: 3 clusters Score -609190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -609193.125000 Penalty: 4227.790527
	Iteration 35Q: 3 clusters Score -609193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -609193.437500 Penalty: 4227.790527
	Iteration 36Q: 3 clusters Score -609193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -609192.687500 Penalty: 4227.790527
	Iteration 37Q: 3 clusters Score -609192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -609192.687500 Penalty: 4227.790527
	Iteration 38F: 3 clusters Score -609192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Entering Unmasked Estep 
Score: -1098888.250000 Penalty: 2261.183838
	Iteration 0F: 2 clusters Score -1098888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1091776.750000 Penalty: 4522.367676
	Iteration 0F: 3 clusters Score -1091777 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1093857.375000 Penalty: 4522.367676
	Iteration 1F: 3 clusters Score -1093857 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1094129.750000 Penalty: 4522.367676
	Iteration 2F: 3 clusters Score -1094130 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1094320.125000 Penalty: 4522.367676
	Iteration 3Q: 3 clusters Score -1094320 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1094478.625000 Penalty: 4522.367676
	Iteration 4Q: 3 clusters Score -1094479 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1094624.625000 Penalty: 4522.367676
	Iteration 5Q: 3 clusters Score -1094625 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1094801.125000 Penalty: 4522.367676
	Iteration 6Q: 3 clusters Score -1094801 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1095033.875000 Penalty: 4522.367676
	Iteration 7Q: 3 clusters Score -1095034 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1095296.125000 Penalty: 4522.367676
	Iteration 8Q: 3 clusters Score -1095296 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1095610.750000 Penalty: 4522.367676
	Iteration 9Q: 3 clusters Score -1095611 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1095917.750000 Penalty: 4522.367676
	Iteration 10Q: 3 clusters Score -1095918 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1096196.750000 Penalty: 4522.367676
	Iteration 11Q: 3 clusters Score -1096197 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1096434.750000 Penalty: 4522.367676
	Iteration 12Q: 3 clusters Score -1096435 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1096610.875000 Penalty: 4522.367676
	Iteration 13Q: 3 clusters Score -1096611 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1096784.000000 Penalty: 4522.367676
	Iteration 14Q: 3 clusters Score -1096784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1096927.125000 Penalty: 4522.367676
	Iteration 15Q: 3 clusters Score -1096927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1097041.625000 Penalty: 4522.367676
	Iteration 16Q: 3 clusters Score -1097042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1097129.000000 Penalty: 4522.367676
	Iteration 17Q: 3 clusters Score -1097129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1097203.125000 Penalty: 4522.367676
	Iteration 18Q: 3 clusters Score -1097203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1097264.875000 Penalty: 4522.367676
	Iteration 19Q: 3 clusters Score -1097265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1097314.375000 Penalty: 4522.367676
	Iteration 20F: 3 clusters Score -1097314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1097336.000000 Penalty: 4522.367676
	Iteration 21Q: 3 clusters Score -1097336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1097346.750000 Penalty: 4522.367676
	Iteration 22Q: 3 clusters Score -1097347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1097358.500000 Penalty: 4522.367676
	Iteration 23Q: 3 clusters Score -1097358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1097364.875000 Penalty: 4522.367676
	Iteration 24Q: 3 clusters Score -1097365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1097370.625000 Penalty: 4522.367676
	Iteration 25Q: 3 clusters Score -1097371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1097378.375000 Penalty: 4522.367676
	Iteration 26Q: 3 clusters Score -1097378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1097384.000000 Penalty: 4522.367676
	Iteration 27Q: 3 clusters Score -1097384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1097385.125000 Penalty: 4522.367676
	Iteration 28Q: 3 clusters Score -1097385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1097385.750000 Penalty: 4522.367676
	Iteration 29Q: 3 clusters Score -1097386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1097385.750000 Penalty: 4522.367676
	Iteration 30F: 3 clusters Score -1097386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -1756606.500000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -1756606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1745999.125000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -1745999 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1749582.375000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -1749582 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1750249.500000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -1750250 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1750910.750000 Penalty: 4758.000000
	Iteration 3F: 3 clusters Score -1750911 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1751569.125000 Penalty: 4758.000000
	Iteration 4F: 3 clusters Score -1751569 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1752171.750000 Penalty: 4758.000000
	Iteration 5F: 3 clusters Score -1752172 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1752700.625000 Penalty: 4758.000000
	Iteration 6F: 3 clusters Score -1752701 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1753098.250000 Penalty: 4758.000000
	Iteration 7Q: 3 clusters Score -1753098 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1753404.750000 Penalty: 4758.000000
	Iteration 8Q: 3 clusters Score -1753405 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1753715.000000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -1753715 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1753958.000000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -1753958 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1754155.625000 Penalty: 4758.000000
	Iteration 11Q: 3 clusters Score -1754156 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1754311.250000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -1754311 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1754416.500000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -1754416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1754488.375000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -1754488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1754537.375000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -1754537 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1754573.625000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -1754574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1754603.750000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -1754604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1754627.375000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -1754627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1754645.500000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -1754646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1754660.875000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -1754661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1754682.125000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -1754682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1754697.125000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -1754697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1754710.125000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -1754710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1754721.875000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -1754722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1754732.000000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -1754732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1754737.875000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -1754738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1754737.375000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -1754737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1754750.750000 Penalty: 4758.000000
	Iteration 28Q: 3 clusters Score -1754751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1754756.125000 Penalty: 4758.000000
	Iteration 29Q: 3 clusters Score -1754756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1754767.750000 Penalty: 4758.000000
	Iteration 30Q: 3 clusters Score -1754768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1754781.625000 Penalty: 4758.000000
	Iteration 31Q: 3 clusters Score -1754782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1754791.750000 Penalty: 4758.000000
	Iteration 32Q: 3 clusters Score -1754792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1754809.375000 Penalty: 4758.000000
	Iteration 33Q: 3 clusters Score -1754809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1754819.625000 Penalty: 4758.000000
	Iteration 34Q: 3 clusters Score -1754820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1754830.750000 Penalty: 4758.000000
	Iteration 35Q: 3 clusters Score -1754831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1754852.500000 Penalty: 4758.000000
	Iteration 36Q: 3 clusters Score -1754852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1754861.750000 Penalty: 4758.000000
	Iteration 37Q: 3 clusters Score -1754862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1754877.125000 Penalty: 4758.000000
	Iteration 38Q: 3 clusters Score -1754877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1754890.625000 Penalty: 4758.000000
	Iteration 39Q: 3 clusters Score -1754891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1754895.750000 Penalty: 4758.000000
	Iteration 40F: 3 clusters Score -1754896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1754902.375000 Penalty: 4758.000000
	Iteration 41Q: 3 clusters Score -1754902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1754908.250000 Penalty: 4758.000000
	Iteration 42Q: 3 clusters Score -1754908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1754910.000000 Penalty: 4758.000000
	Iteration 43Q: 3 clusters Score -1754910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1754915.375000 Penalty: 4758.000000
	Iteration 44Q: 3 clusters Score -1754915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1754918.625000 Penalty: 4758.000000
	Iteration 45Q: 3 clusters Score -1754919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1754927.375000 Penalty: 4758.000000
	Iteration 46Q: 3 clusters Score -1754927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1754938.375000 Penalty: 4758.000000
	Iteration 47Q: 3 clusters Score -1754938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1754952.375000 Penalty: 4758.000000
	Iteration 48Q: 3 clusters Score -1754952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1754958.125000 Penalty: 4758.000000
	Iteration 49Q: 3 clusters Score -1754958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1754965.125000 Penalty: 4758.000000
	Iteration 50Q: 3 clusters Score -1754965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1754966.000000 Penalty: 4758.000000
	Iteration 51Q: 3 clusters Score -1754966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1754967.250000 Penalty: 4758.000000
	Iteration 52Q: 3 clusters Score -1754967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1754966.250000 Penalty: 4758.000000
	Iteration 53Q: 3 clusters Score -1754966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1754975.375000 Penalty: 4758.000000
	Iteration 54Q: 3 clusters Score -1754975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1754978.125000 Penalty: 4758.000000
	Iteration 55Q: 3 clusters Score -1754978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1754983.000000 Penalty: 4758.000000
	Iteration 56Q: 3 clusters Score -1754983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1754985.125000 Penalty: 4758.000000
	Iteration 57Q: 3 clusters Score -1754985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1754987.000000 Penalty: 4758.000000
	Iteration 58Q: 3 clusters Score -1754987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1754989.375000 Penalty: 4758.000000
	Iteration 59Q: 3 clusters Score -1754989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1754990.500000 Penalty: 4758.000000
	Iteration 60F: 3 clusters Score -1754990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1754992.250000 Penalty: 4758.000000
	Iteration 61Q: 3 clusters Score -1754992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1754995.250000 Penalty: 4758.000000
	Iteration 62Q: 3 clusters Score -1754995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1754997.125000 Penalty: 4758.000000
	Iteration 63Q: 3 clusters Score -1754997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1754997.750000 Penalty: 4758.000000
	Iteration 64Q: 3 clusters Score -1754998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1754997.750000 Penalty: 4758.000000
	Iteration 65F: 3 clusters Score -1754998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Entering Unmasked Estep 
Score: -2073524.000000 Penalty: 2421.156982
	Iteration 0F: 2 clusters Score -2073524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2061053.500000 Penalty: 4842.313965
	Iteration 0F: 3 clusters Score -2061054 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2065094.000000 Penalty: 4842.313965
	Iteration 1F: 3 clusters Score -2065094 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2065532.625000 Penalty: 4842.313965
	Iteration 2F: 3 clusters Score -2065533 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2065938.625000 Penalty: 4842.313965
	Iteration 3F: 3 clusters Score -2065939 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2066348.875000 Penalty: 4842.313965
	Iteration 4Q: 3 clusters Score -2066349 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2066847.125000 Penalty: 4842.313965
	Iteration 5F: 3 clusters Score -2066847 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2067495.125000 Penalty: 4842.313965
	Iteration 6F: 3 clusters Score -2067495 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2068297.750000 Penalty: 4842.313965
	Iteration 7F: 3 clusters Score -2068298 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2069137.000000 Penalty: 4842.313965
	Iteration 8F: 3 clusters Score -2069137 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2069802.750000 Penalty: 4842.313965
	Iteration 9F: 3 clusters Score -2069803 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2070297.125000 Penalty: 4842.313965
	Iteration 10Q: 3 clusters Score -2070297 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2070643.375000 Penalty: 4842.313965
	Iteration 11Q: 3 clusters Score -2070643 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2070920.500000 Penalty: 4842.313965
	Iteration 12Q: 3 clusters Score -2070920 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2071114.250000 Penalty: 4842.313965
	Iteration 13Q: 3 clusters Score -2071114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2071245.000000 Penalty: 4842.313965
	Iteration 14Q: 3 clusters Score -2071245 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2071334.875000 Penalty: 4842.313965
	Iteration 15Q: 3 clusters Score -2071335 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2071405.500000 Penalty: 4842.313965
	Iteration 16Q: 3 clusters Score -2071406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2071448.375000 Penalty: 4842.313965
	Iteration 17Q: 3 clusters Score -2071448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2071496.625000 Penalty: 4842.313965
	Iteration 18Q: 3 clusters Score -2071497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2071530.250000 Penalty: 4842.313965
	Iteration 19Q: 3 clusters Score -2071530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2071554.500000 Penalty: 4842.313965
	Iteration 20F: 3 clusters Score -2071554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2071572.500000 Penalty: 4842.313965
	Iteration 21Q: 3 clusters Score -2071572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2071581.250000 Penalty: 4842.313965
	Iteration 22Q: 3 clusters Score -2071581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2071584.750000 Penalty: 4842.313965
	Iteration 23Q: 3 clusters Score -2071585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2071592.250000 Penalty: 4842.313965
	Iteration 24Q: 3 clusters Score -2071592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2071603.375000 Penalty: 4842.313965
	Iteration 25Q: 3 clusters Score -2071603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2071608.625000 Penalty: 4842.313965
	Iteration 26Q: 3 clusters Score -2071609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2071610.500000 Penalty: 4842.313965
	Iteration 27Q: 3 clusters Score -2071610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2071610.500000 Penalty: 4842.313965
	Iteration 28F: 3 clusters Score -2071610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -404741.687500 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -404741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -401135.843750 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -401135.8 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -401978.500000 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -401978.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -402209.968750 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -402210 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -402392.687500 Penalty: 4050.443115
	Iteration 3F: 3 clusters Score -402392.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -402514.000000 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -402514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -402607.343750 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -402607.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -402677.437500 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -402677.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -402725.156250 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -402725.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -402763.687500 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -402763.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -402799.062500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -402799.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -402831.593750 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -402831.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -402854.375000 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -402854.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -402879.812500 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -402879.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -402908.062500 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -402908.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -402933.312500 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -402933.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -402955.562500 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -402955.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -402977.375000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -402977.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -402995.625000 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -402995.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -403011.531250 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -403011.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -403023.875000 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -403023.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -403038.625000 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -403038.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -403049.843750 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -403049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -403064.093750 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -403064.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -403078.531250 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -403078.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -403094.593750 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -403094.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -403107.968750 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -403108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -403123.031250 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -403123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -403133.375000 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -403133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -403140.562500 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -403140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -403146.843750 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -403146.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -403150.906250 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -403150.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -403154.437500 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -403154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -403157.125000 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -403157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -403158.843750 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -403158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -403160.656250 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -403160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -403160.656250 Penalty: 4050.443115
	Iteration 35F: 3 clusters Score -403160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -448814.031250 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -448814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -444943.218750 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -444943.2 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -445897.812500 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -445897.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -446218.250000 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -446218.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -446456.250000 Penalty: 4108.487793
	Iteration 3F: 3 clusters Score -446456.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -446691.593750 Penalty: 4108.487793
	Iteration 4F: 3 clusters Score -446691.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -446886.906250 Penalty: 4108.487793
	Iteration 5F: 3 clusters Score -446886.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -447073.343750 Penalty: 4108.487793
	Iteration 6F: 3 clusters Score -447073.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -447217.281250 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -447217.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -447338.156250 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -447338.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -447432.343750 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -447432.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -447482.062500 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -447482.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -447522.500000 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -447522.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447548.000000 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -447548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -447561.968750 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -447562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -447570.937500 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -447570.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -447575.343750 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -447575.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447580.250000 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -447580.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447584.593750 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -447584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447587.250000 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -447587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447589.218750 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -447589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447589.906250 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -447589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -447589.531250 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -447589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -447589.656250 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -447589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -447591.218750 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -447591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447591.687500 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -447591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -447592.875000 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -447592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -447593.343750 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -447593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -447594.750000 Penalty: 4108.487793
	Iteration 27Q: 3 clusters Score -447594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447595.468750 Penalty: 4108.487793
	Iteration 28Q: 3 clusters Score -447595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -447596.031250 Penalty: 4108.487793
	Iteration 29Q: 3 clusters Score -447596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -447596.687500 Penalty: 4108.487793
	Iteration 30Q: 3 clusters Score -447596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -447598.000000 Penalty: 4108.487793
	Iteration 31Q: 3 clusters Score -447598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -447598.656250 Penalty: 4108.487793
	Iteration 32Q: 3 clusters Score -447598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -447599.218750 Penalty: 4108.487793
	Iteration 33Q: 3 clusters Score -447599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -447600.562500 Penalty: 4108.487793
	Iteration 34Q: 3 clusters Score -447600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -447602.781250 Penalty: 4108.487793
	Iteration 35Q: 3 clusters Score -447602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -447602.593750 Penalty: 4108.487793
	Iteration 36Q: 3 clusters Score -447602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -447603.250000 Penalty: 4108.487793
	Iteration 37Q: 3 clusters Score -447603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -447603.906250 Penalty: 4108.487793
	Iteration 38Q: 3 clusters Score -447603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -447604.625000 Penalty: 4108.487793
	Iteration 39Q: 3 clusters Score -447604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447605.687500 Penalty: 4108.487793
	Iteration 40F: 3 clusters Score -447605.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -320541.500000 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -320541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -317616.281250 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -317616.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -318154.343750 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -318154.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -318275.281250 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -318275.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -318343.343750 Penalty: 3872.524902
	Iteration 3Q: 3 clusters Score -318343.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -318381.843750 Penalty: 3872.524902
	Iteration 4Q: 3 clusters Score -318381.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -318402.343750 Penalty: 3872.524902
	Iteration 5Q: 3 clusters Score -318402.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -318417.968750 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -318418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -318427.781250 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -318427.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -318439.562500 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -318439.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -318453.437500 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -318453.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -318464.843750 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -318464.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -318472.500000 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -318472.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -318479.343750 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -318479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -318482.468750 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -318482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -318484.500000 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -318484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -318485.406250 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -318485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -318486.500000 Penalty: 3872.524902
	Iteration 16Q: 3 clusters Score -318486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -318487.312500 Penalty: 3872.524902
	Iteration 17Q: 3 clusters Score -318487.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -318489.593750 Penalty: 3872.524902
	Iteration 18Q: 3 clusters Score -318489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -318491.968750 Penalty: 3872.524902
	Iteration 19Q: 3 clusters Score -318492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -318494.218750 Penalty: 3872.524902
	Iteration 20F: 3 clusters Score -318494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -318495.687500 Penalty: 3872.524902
	Iteration 21Q: 3 clusters Score -318495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -318496.062500 Penalty: 3872.524902
	Iteration 22Q: 3 clusters Score -318496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -318496.062500 Penalty: 3872.524902
	Iteration 23F: 3 clusters Score -318496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -1096241.500000 Penalty: 2251.756348
	Iteration 0F: 2 clusters Score -1096242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1089314.875000 Penalty: 4503.512695
	Iteration 0F: 3 clusters Score -1089315 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1091261.000000 Penalty: 4503.512695
	Iteration 1F: 3 clusters Score -1091261 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1091474.375000 Penalty: 4503.512695
	Iteration 2F: 3 clusters Score -1091474 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1091622.250000 Penalty: 4503.512695
	Iteration 3Q: 3 clusters Score -1091622 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1091729.125000 Penalty: 4503.512695
	Iteration 4Q: 3 clusters Score -1091729 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1091818.875000 Penalty: 4503.512695
	Iteration 5Q: 3 clusters Score -1091819 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1091895.500000 Penalty: 4503.512695
	Iteration 6Q: 3 clusters Score -1091896 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1091970.625000 Penalty: 4503.512695
	Iteration 7Q: 3 clusters Score -1091971 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1092038.250000 Penalty: 4503.512695
	Iteration 8Q: 3 clusters Score -1092038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1092105.875000 Penalty: 4503.512695
	Iteration 9Q: 3 clusters Score -1092106 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1092175.000000 Penalty: 4503.512695
	Iteration 10Q: 3 clusters Score -1092175 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1092249.250000 Penalty: 4503.512695
	Iteration 11Q: 3 clusters Score -1092249 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1092327.000000 Penalty: 4503.512695
	Iteration 12Q: 3 clusters Score -1092327 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1092411.250000 Penalty: 4503.512695
	Iteration 13Q: 3 clusters Score -1092411 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1092525.625000 Penalty: 4503.512695
	Iteration 14Q: 3 clusters Score -1092526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1092697.875000 Penalty: 4503.512695
	Iteration 15Q: 3 clusters Score -1092698 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1092906.000000 Penalty: 4503.512695
	Iteration 16Q: 3 clusters Score -1092906 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1093114.375000 Penalty: 4503.512695
	Iteration 17Q: 3 clusters Score -1093114 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1093317.500000 Penalty: 4503.512695
	Iteration 18Q: 3 clusters Score -1093318 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1093516.625000 Penalty: 4503.512695
	Iteration 19Q: 3 clusters Score -1093517 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1093700.125000 Penalty: 4503.512695
	Iteration 20F: 3 clusters Score -1093700 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1093831.500000 Penalty: 4503.512695
	Iteration 21Q: 3 clusters Score -1093832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1093924.500000 Penalty: 4503.512695
	Iteration 22Q: 3 clusters Score -1093924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1093998.750000 Penalty: 4503.512695
	Iteration 23Q: 3 clusters Score -1093999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1094061.500000 Penalty: 4503.512695
	Iteration 24Q: 3 clusters Score -1094062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1094111.500000 Penalty: 4503.512695
	Iteration 25Q: 3 clusters Score -1094112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1094151.500000 Penalty: 4503.512695
	Iteration 26Q: 3 clusters Score -1094152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1094178.000000 Penalty: 4503.512695
	Iteration 27Q: 3 clusters Score -1094178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1094203.500000 Penalty: 4503.512695
	Iteration 28Q: 3 clusters Score -1094204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1094221.500000 Penalty: 4503.512695
	Iteration 29Q: 3 clusters Score -1094222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1094238.375000 Penalty: 4503.512695
	Iteration 30Q: 3 clusters Score -1094238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1094251.250000 Penalty: 4503.512695
	Iteration 31Q: 3 clusters Score -1094251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1094260.125000 Penalty: 4503.512695
	Iteration 32Q: 3 clusters Score -1094260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1094263.875000 Penalty: 4503.512695
	Iteration 33Q: 3 clusters Score -1094264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1094268.000000 Penalty: 4503.512695
	Iteration 34Q: 3 clusters Score -1094268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1094269.375000 Penalty: 4503.512695
	Iteration 35Q: 3 clusters Score -1094269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1094269.750000 Penalty: 4503.512695
	Iteration 36Q: 3 clusters Score -1094270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1094271.625000 Penalty: 4503.512695
	Iteration 37Q: 3 clusters Score -1094272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1094271.625000 Penalty: 4503.512695
	Iteration 38F: 3 clusters Score -1094272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Entering Unmasked Estep 
Score: -1654715.750000 Penalty: 2362.146973
	Iteration 0F: 2 clusters Score -1654716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1644660.500000 Penalty: 4724.293945
	Iteration 0F: 3 clusters Score -1644660 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1647798.375000 Penalty: 4724.293945
	Iteration 1F: 3 clusters Score -1647798 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1648192.625000 Penalty: 4724.293945
	Iteration 2F: 3 clusters Score -1648193 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1648511.500000 Penalty: 4724.293945
	Iteration 3F: 3 clusters Score -1648512 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1648786.250000 Penalty: 4724.293945
	Iteration 4Q: 3 clusters Score -1648786 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1649033.000000 Penalty: 4724.293945
	Iteration 5Q: 3 clusters Score -1649033 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1649275.375000 Penalty: 4724.293945
	Iteration 6Q: 3 clusters Score -1649275 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1649541.000000 Penalty: 4724.293945
	Iteration 7Q: 3 clusters Score -1649541 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1649840.500000 Penalty: 4724.293945
	Iteration 8Q: 3 clusters Score -1649840 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1650197.250000 Penalty: 4724.293945
	Iteration 9Q: 3 clusters Score -1650197 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1650591.000000 Penalty: 4724.293945
	Iteration 10Q: 3 clusters Score -1650591 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1650956.875000 Penalty: 4724.293945
	Iteration 11Q: 3 clusters Score -1650957 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1651302.875000 Penalty: 4724.293945
	Iteration 12Q: 3 clusters Score -1651303 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1651621.625000 Penalty: 4724.293945
	Iteration 13Q: 3 clusters Score -1651622 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1651878.875000 Penalty: 4724.293945
	Iteration 14Q: 3 clusters Score -1651879 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1652085.625000 Penalty: 4724.293945
	Iteration 15Q: 3 clusters Score -1652086 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1652237.375000 Penalty: 4724.293945
	Iteration 16Q: 3 clusters Score -1652237 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1652364.875000 Penalty: 4724.293945
	Iteration 17Q: 3 clusters Score -1652365 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1652443.500000 Penalty: 4724.293945
	Iteration 18Q: 3 clusters Score -1652444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1652497.500000 Penalty: 4724.293945
	Iteration 19Q: 3 clusters Score -1652498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1652538.875000 Penalty: 4724.293945
	Iteration 20F: 3 clusters Score -1652539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1652569.250000 Penalty: 4724.293945
	Iteration 21Q: 3 clusters Score -1652569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1652592.625000 Penalty: 4724.293945
	Iteration 22Q: 3 clusters Score -1652593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1652603.000000 Penalty: 4724.293945
	Iteration 23Q: 3 clusters Score -1652603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1652612.875000 Penalty: 4724.293945
	Iteration 24Q: 3 clusters Score -1652613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1652625.000000 Penalty: 4724.293945
	Iteration 25Q: 3 clusters Score -1652625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1652629.875000 Penalty: 4724.293945
	Iteration 26Q: 3 clusters Score -1652630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1652637.500000 Penalty: 4724.293945
	Iteration 27Q: 3 clusters Score -1652638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1652641.625000 Penalty: 4724.293945
	Iteration 28Q: 3 clusters Score -1652642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1652649.000000 Penalty: 4724.293945
	Iteration 29Q: 3 clusters Score -1652649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1652654.250000 Penalty: 4724.293945
	Iteration 30Q: 3 clusters Score -1652654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1652660.500000 Penalty: 4724.293945
	Iteration 31Q: 3 clusters Score -1652660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1652672.375000 Penalty: 4724.293945
	Iteration 32Q: 3 clusters Score -1652672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1652685.000000 Penalty: 4724.293945
	Iteration 33Q: 3 clusters Score -1652685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1652689.750000 Penalty: 4724.293945
	Iteration 34Q: 3 clusters Score -1652690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1652693.875000 Penalty: 4724.293945
	Iteration 35Q: 3 clusters Score -1652694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1652700.500000 Penalty: 4724.293945
	Iteration 36Q: 3 clusters Score -1652700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1652702.625000 Penalty: 4724.293945
	Iteration 37Q: 3 clusters Score -1652703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1652707.500000 Penalty: 4724.293945
	Iteration 38Q: 3 clusters Score -1652708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1652709.000000 Penalty: 4724.293945
	Iteration 39Q: 3 clusters Score -1652709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1652717.125000 Penalty: 4724.293945
	Iteration 40F: 3 clusters Score -1652717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1652717.875000 Penalty: 4724.293945
	Iteration 41Q: 3 clusters Score -1652718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1652722.125000 Penalty: 4724.293945
	Iteration 42Q: 3 clusters Score -1652722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1652727.500000 Penalty: 4724.293945
	Iteration 43Q: 3 clusters Score -1652728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1652732.375000 Penalty: 4724.293945
	Iteration 44Q: 3 clusters Score -1652732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1652733.625000 Penalty: 4724.293945
	Iteration 45Q: 3 clusters Score -1652734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1652740.375000 Penalty: 4724.293945
	Iteration 46Q: 3 clusters Score -1652740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1652747.000000 Penalty: 4724.293945
	Iteration 47Q: 3 clusters Score -1652747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1652752.875000 Penalty: 4724.293945
	Iteration 48Q: 3 clusters Score -1652753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1652762.875000 Penalty: 4724.293945
	Iteration 49Q: 3 clusters Score -1652763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1652766.875000 Penalty: 4724.293945
	Iteration 50Q: 3 clusters Score -1652767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1652763.250000 Penalty: 4724.293945
	Iteration 51Q: 3 clusters Score -1652763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1652765.875000 Penalty: 4724.293945
	Iteration 52Q: 3 clusters Score -1652766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1652765.500000 Penalty: 4724.293945
	Iteration 53Q: 3 clusters Score -1652766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1652767.375000 Penalty: 4724.293945
	Iteration 54Q: 3 clusters Score -1652767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1652771.500000 Penalty: 4724.293945
	Iteration 55Q: 3 clusters Score -1652772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1652773.750000 Penalty: 4724.293945
	Iteration 56Q: 3 clusters Score -1652774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1652776.750000 Penalty: 4724.293945
	Iteration 57Q: 3 clusters Score -1652777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1652776.375000 Penalty: 4724.293945
	Iteration 58Q: 3 clusters Score -1652776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1652776.375000 Penalty: 4724.293945
	Iteration 59F: 3 clusters Score -1652776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Entering Unmasked Estep 
Score: -1206358.000000 Penalty: 2280.592529
	Iteration 0F: 2 clusters Score -1206358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1198687.875000 Penalty: 4561.185059
	Iteration 0F: 3 clusters Score -1198688 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1200857.500000 Penalty: 4561.185059
	Iteration 1F: 3 clusters Score -1200858 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1201161.750000 Penalty: 4561.185059
	Iteration 2F: 3 clusters Score -1201162 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1201408.125000 Penalty: 4561.185059
	Iteration 3F: 3 clusters Score -1201408 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1201616.125000 Penalty: 4561.185059
	Iteration 4Q: 3 clusters Score -1201616 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1201842.125000 Penalty: 4561.185059
	Iteration 5Q: 3 clusters Score -1201842 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1202131.250000 Penalty: 4561.185059
	Iteration 6Q: 3 clusters Score -1202131 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1202477.875000 Penalty: 4561.185059
	Iteration 7F: 3 clusters Score -1202478 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1202851.125000 Penalty: 4561.185059
	Iteration 8F: 3 clusters Score -1202851 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1203203.625000 Penalty: 4561.185059
	Iteration 9F: 3 clusters Score -1203204 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1203526.875000 Penalty: 4561.185059
	Iteration 10Q: 3 clusters Score -1203527 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1203834.000000 Penalty: 4561.185059
	Iteration 11Q: 3 clusters Score -1203834 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1204077.125000 Penalty: 4561.185059
	Iteration 12Q: 3 clusters Score -1204077 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1204270.250000 Penalty: 4561.185059
	Iteration 13Q: 3 clusters Score -1204270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1204403.875000 Penalty: 4561.185059
	Iteration 14Q: 3 clusters Score -1204404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1204494.875000 Penalty: 4561.185059
	Iteration 15Q: 3 clusters Score -1204495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1204566.500000 Penalty: 4561.185059
	Iteration 16Q: 3 clusters Score -1204566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1204613.500000 Penalty: 4561.185059
	Iteration 17Q: 3 clusters Score -1204614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1204641.750000 Penalty: 4561.185059
	Iteration 18Q: 3 clusters Score -1204642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1204659.625000 Penalty: 4561.185059
	Iteration 19Q: 3 clusters Score -1204660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1204676.375000 Penalty: 4561.185059
	Iteration 20F: 3 clusters Score -1204676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1204686.250000 Penalty: 4561.185059
	Iteration 21Q: 3 clusters Score -1204686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1204693.000000 Penalty: 4561.185059
	Iteration 22Q: 3 clusters Score -1204693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1204695.375000 Penalty: 4561.185059
	Iteration 23Q: 3 clusters Score -1204695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1204700.125000 Penalty: 4561.185059
	Iteration 24Q: 3 clusters Score -1204700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1204702.500000 Penalty: 4561.185059
	Iteration 25Q: 3 clusters Score -1204702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1204705.625000 Penalty: 4561.185059
	Iteration 26Q: 3 clusters Score -1204706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1204709.375000 Penalty: 4561.185059
	Iteration 27Q: 3 clusters Score -1204709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1204713.250000 Penalty: 4561.185059
	Iteration 28Q: 3 clusters Score -1204713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1204716.250000 Penalty: 4561.185059
	Iteration 29Q: 3 clusters Score -1204716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1204717.250000 Penalty: 4561.185059
	Iteration 30Q: 3 clusters Score -1204717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1204719.500000 Penalty: 4561.185059
	Iteration 31Q: 3 clusters Score -1204720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1204721.750000 Penalty: 4561.185059
	Iteration 32Q: 3 clusters Score -1204722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1204721.750000 Penalty: 4561.185059
	Iteration 33F: 3 clusters Score -1204722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (183559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183559 members 
Entering Unmasked Estep 
Score: -22762858.000000 Penalty: 3005.832275
	Iteration 0F: 2 clusters Score -2.276286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -22644078.000000 Penalty: 6011.664551
	Iteration 0F: 3 clusters Score -2.264408e+07 nChanged 87912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -22695040.000000 Penalty: 6011.664551
	Iteration 1F: 3 clusters Score -2.269504e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -22696722.000000 Penalty: 6011.664551
	Iteration 2Q: 3 clusters Score -2.269672e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -22699304.000000 Penalty: 6011.664551
	Iteration 3Q: 3 clusters Score -2.26993e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -22704020.000000 Penalty: 6011.664551
	Iteration 4F: 3 clusters Score -2.270402e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -22711720.000000 Penalty: 6011.664551
	Iteration 5F: 3 clusters Score -2.271172e+07 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -22722364.000000 Penalty: 6011.664551
	Iteration 6F: 3 clusters Score -2.272236e+07 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145216 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -22733744.000000 Penalty: 6011.664551
	Iteration 7F: 3 clusters Score -2.273374e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -22742696.000000 Penalty: 6011.664551
	Iteration 8F: 3 clusters Score -2.27427e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165762 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -22749166.000000 Penalty: 6011.664551
	Iteration 9F: 3 clusters Score -2.274917e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172749 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -22753598.000000 Penalty: 6011.664551
	Iteration 10Q: 3 clusters Score -2.27536e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177505 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -22756504.000000 Penalty: 6011.664551
	Iteration 11Q: 3 clusters Score -2.27565e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180384 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -22758360.000000 Penalty: 6011.664551
	Iteration 12Q: 3 clusters Score -2.275836e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22759188.000000 Penalty: 6011.664551
	Iteration 13Q: 3 clusters Score -2.275919e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182618 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22759652.000000 Penalty: 6011.664551
	Iteration 14Q: 3 clusters Score -2.275965e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182924 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22759938.000000 Penalty: 6011.664551
	Iteration 15Q: 3 clusters Score -2.275994e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22760050.000000 Penalty: 6011.664551
	Iteration 16Q: 3 clusters Score -2.276005e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183088 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22760110.000000 Penalty: 6011.664551
	Iteration 17Q: 3 clusters Score -2.276011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183113 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22760116.000000 Penalty: 6011.664551
	Iteration 18Q: 3 clusters Score -2.276012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -22760164.000000 Penalty: 6011.664551
	Iteration 19Q: 3 clusters Score -2.276016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183148 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22760170.000000 Penalty: 6011.664551
	Iteration 20F: 3 clusters Score -2.276017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22760156.000000 Penalty: 6011.664551
	Iteration 21Q: 3 clusters Score -2.276016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183176 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22760184.000000 Penalty: 6011.664551
	Iteration 22Q: 3 clusters Score -2.276018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183187 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22760216.000000 Penalty: 6011.664551
	Iteration 23Q: 3 clusters Score -2.276022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183192 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22760224.000000 Penalty: 6011.664551
	Iteration 24Q: 3 clusters Score -2.276022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183198 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22760228.000000 Penalty: 6011.664551
	Iteration 25Q: 3 clusters Score -2.276023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22760248.000000 Penalty: 6011.664551
	Iteration 26Q: 3 clusters Score -2.276025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22760250.000000 Penalty: 6011.664551
	Iteration 27Q: 3 clusters Score -2.276025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22760256.000000 Penalty: 6011.664551
	Iteration 28Q: 3 clusters Score -2.276026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183207 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22760246.000000 Penalty: 6011.664551
	Iteration 29Q: 3 clusters Score -2.276025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183211 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22760256.000000 Penalty: 6011.664551
	Iteration 30Q: 3 clusters Score -2.276026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183216 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22760258.000000 Penalty: 6011.664551
	Iteration 31Q: 3 clusters Score -2.276026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183218 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22760272.000000 Penalty: 6011.664551
	Iteration 32Q: 3 clusters Score -2.276027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22760308.000000 Penalty: 6011.664551
	Iteration 33Q: 3 clusters Score -2.276031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22760306.000000 Penalty: 6011.664551
	Iteration 34Q: 3 clusters Score -2.276031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183225 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22760304.000000 Penalty: 6011.664551
	Iteration 35Q: 3 clusters Score -2.27603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22760292.000000 Penalty: 6011.664551
	Iteration 36Q: 3 clusters Score -2.276029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22760294.000000 Penalty: 6011.664551
	Iteration 37Q: 3 clusters Score -2.276029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22760294.000000 Penalty: 6011.664551
	Iteration 38F: 3 clusters Score -2.276029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -778871.562500 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -778871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -773356.187500 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -773356.2 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -774957.812500 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -774957.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -775331.437500 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -775331.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -775584.437500 Penalty: 4365.454102
	Iteration 3F: 3 clusters Score -775584.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -775782.625000 Penalty: 4365.454102
	Iteration 4F: 3 clusters Score -775782.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -775962.625000 Penalty: 4365.454102
	Iteration 5Q: 3 clusters Score -775962.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -776133.062500 Penalty: 4365.454102
	Iteration 6Q: 3 clusters Score -776133.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -776286.187500 Penalty: 4365.454102
	Iteration 7Q: 3 clusters Score -776286.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -776436.125000 Penalty: 4365.454102
	Iteration 8Q: 3 clusters Score -776436.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -776602.250000 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -776602.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -776758.625000 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -776758.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -776889.687500 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -776889.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -776999.062500 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -776999.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -777110.000000 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -777110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -777181.062500 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -777181.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -777254.125000 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -777254.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -777317.937500 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -777317.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -777364.625000 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -777364.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -777404.875000 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -777404.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -777440.500000 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -777440.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -777466.750000 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -777466.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -777488.500000 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -777488.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -777506.750000 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -777506.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -777531.562500 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -777531.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -777562.687500 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -777562.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -777597.687500 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -777597.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -777632.125000 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -777632.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -777660.000000 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -777660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -777683.000000 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -777683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -777700.750000 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -777700.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -777712.562500 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -777712.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -777726.437500 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -777726.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -777744.062500 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -777744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -777758.062500 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -777758.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -777778.437500 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -777778.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -777792.875000 Penalty: 4365.454102
	Iteration 35Q: 3 clusters Score -777792.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -777805.125000 Penalty: 4365.454102
	Iteration 36Q: 3 clusters Score -777805.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -777813.937500 Penalty: 4365.454102
	Iteration 37Q: 3 clusters Score -777813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -777820.437500 Penalty: 4365.454102
	Iteration 38Q: 3 clusters Score -777820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -777825.312500 Penalty: 4365.454102
	Iteration 39Q: 3 clusters Score -777825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -777827.750000 Penalty: 4365.454102
	Iteration 40F: 3 clusters Score -777827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -777829.937500 Penalty: 4365.454102
	Iteration 41Q: 3 clusters Score -777829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -777832.687500 Penalty: 4365.454102
	Iteration 42Q: 3 clusters Score -777832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -777836.375000 Penalty: 4365.454102
	Iteration 43Q: 3 clusters Score -777836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -777836.312500 Penalty: 4365.454102
	Iteration 44Q: 3 clusters Score -777836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -777838.062500 Penalty: 4365.454102
	Iteration 45Q: 3 clusters Score -777838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -777838.062500 Penalty: 4365.454102
	Iteration 46Q: 3 clusters Score -777838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -777838.750000 Penalty: 4365.454102
	Iteration 47Q: 3 clusters Score -777838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -777838.750000 Penalty: 4365.454102
	Iteration 48F: 3 clusters Score -777838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Entering Unmasked Estep 
Score: -4069397.500000 Penalty: 2582.099121
	Iteration 0F: 2 clusters Score -4069398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4046639.000000 Penalty: 5164.198242
	Iteration 0F: 3 clusters Score -4046639 nChanged 15115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4054704.250000 Penalty: 5164.198242
	Iteration 1F: 3 clusters Score -4054704 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4055255.500000 Penalty: 5164.198242
	Iteration 2Q: 3 clusters Score -4055256 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4055776.250000 Penalty: 5164.198242
	Iteration 3Q: 3 clusters Score -4055776 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -4056252.250000 Penalty: 5164.198242
	Iteration 4Q: 3 clusters Score -4056252 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4056805.000000 Penalty: 5164.198242
	Iteration 5Q: 3 clusters Score -4056805 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4057487.750000 Penalty: 5164.198242
	Iteration 6Q: 3 clusters Score -4057488 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4058456.500000 Penalty: 5164.198242
	Iteration 7Q: 3 clusters Score -4058456 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4059833.500000 Penalty: 5164.198242
	Iteration 8F: 3 clusters Score -4059834 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4061946.500000 Penalty: 5164.198242
	Iteration 9F: 3 clusters Score -4061946 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4064476.500000 Penalty: 5164.198242
	Iteration 10F: 3 clusters Score -4064476 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4066544.500000 Penalty: 5164.198242
	Iteration 11F: 3 clusters Score -4066544 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4067721.750000 Penalty: 5164.198242
	Iteration 12Q: 3 clusters Score -4067722 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4068308.750000 Penalty: 5164.198242
	Iteration 13Q: 3 clusters Score -4068309 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4068560.500000 Penalty: 5164.198242
	Iteration 14Q: 3 clusters Score -4068560 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4068683.250000 Penalty: 5164.198242
	Iteration 15Q: 3 clusters Score -4068683 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4068757.750000 Penalty: 5164.198242
	Iteration 16Q: 3 clusters Score -4068758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4068780.750000 Penalty: 5164.198242
	Iteration 17Q: 3 clusters Score -4068781 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4068791.750000 Penalty: 5164.198242
	Iteration 18Q: 3 clusters Score -4068792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4068793.500000 Penalty: 5164.198242
	Iteration 19Q: 3 clusters Score -4068794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4068798.500000 Penalty: 5164.198242
	Iteration 20F: 3 clusters Score -4068798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4068807.500000 Penalty: 5164.198242
	Iteration 21Q: 3 clusters Score -4068808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4068809.000000 Penalty: 5164.198242
	Iteration 22Q: 3 clusters Score -4068809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4068811.000000 Penalty: 5164.198242
	Iteration 23Q: 3 clusters Score -4068811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4068808.750000 Penalty: 5164.198242
	Iteration 24Q: 3 clusters Score -4068809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4068814.000000 Penalty: 5164.198242
	Iteration 25Q: 3 clusters Score -4068814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4068818.250000 Penalty: 5164.198242
	Iteration 26Q: 3 clusters Score -4068818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4068822.250000 Penalty: 5164.198242
	Iteration 27Q: 3 clusters Score -4068822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4068822.250000 Penalty: 5164.198242
	Iteration 28F: 3 clusters Score -4068822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Entering Unmasked Estep 
Score: -2388882.250000 Penalty: 2449.174805
	Iteration 0F: 2 clusters Score -2388882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2375216.750000 Penalty: 4898.349609
	Iteration 0F: 3 clusters Score -2375217 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2379768.250000 Penalty: 4898.349609
	Iteration 1F: 3 clusters Score -2379768 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2380198.500000 Penalty: 4898.349609
	Iteration 2F: 3 clusters Score -2380198 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2380606.750000 Penalty: 4898.349609
	Iteration 3Q: 3 clusters Score -2380607 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2381086.750000 Penalty: 4898.349609
	Iteration 4F: 3 clusters Score -2381087 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2381745.500000 Penalty: 4898.349609
	Iteration 5F: 3 clusters Score -2381746 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2382656.500000 Penalty: 4898.349609
	Iteration 6F: 3 clusters Score -2382656 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2383650.500000 Penalty: 4898.349609
	Iteration 7F: 3 clusters Score -2383650 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2384560.000000 Penalty: 4898.349609
	Iteration 8F: 3 clusters Score -2384560 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2385301.000000 Penalty: 4898.349609
	Iteration 9Q: 3 clusters Score -2385301 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2385842.500000 Penalty: 4898.349609
	Iteration 10Q: 3 clusters Score -2385842 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2386185.000000 Penalty: 4898.349609
	Iteration 11Q: 3 clusters Score -2386185 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2386392.000000 Penalty: 4898.349609
	Iteration 12Q: 3 clusters Score -2386392 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2386519.000000 Penalty: 4898.349609
	Iteration 13Q: 3 clusters Score -2386519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2386585.250000 Penalty: 4898.349609
	Iteration 14Q: 3 clusters Score -2386585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2386623.250000 Penalty: 4898.349609
	Iteration 15Q: 3 clusters Score -2386623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2386644.500000 Penalty: 4898.349609
	Iteration 16Q: 3 clusters Score -2386644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2386655.250000 Penalty: 4898.349609
	Iteration 17Q: 3 clusters Score -2386655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2386672.250000 Penalty: 4898.349609
	Iteration 18Q: 3 clusters Score -2386672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2386681.000000 Penalty: 4898.349609
	Iteration 19Q: 3 clusters Score -2386681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2386688.750000 Penalty: 4898.349609
	Iteration 20F: 3 clusters Score -2386689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2386696.250000 Penalty: 4898.349609
	Iteration 21Q: 3 clusters Score -2386696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2386706.250000 Penalty: 4898.349609
	Iteration 22Q: 3 clusters Score -2386706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2386711.500000 Penalty: 4898.349609
	Iteration 23Q: 3 clusters Score -2386712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2386718.250000 Penalty: 4898.349609
	Iteration 24Q: 3 clusters Score -2386718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2386718.500000 Penalty: 4898.349609
	Iteration 25Q: 3 clusters Score -2386718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2386718.750000 Penalty: 4898.349609
	Iteration 26Q: 3 clusters Score -2386719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2386719.500000 Penalty: 4898.349609
	Iteration 27Q: 3 clusters Score -2386720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2386720.500000 Penalty: 4898.349609
	Iteration 28Q: 3 clusters Score -2386720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2386725.750000 Penalty: 4898.349609
	Iteration 29Q: 3 clusters Score -2386726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2386725.750000 Penalty: 4898.349609
	Iteration 30F: 3 clusters Score -2386726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85544.000000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83786.726562 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -83786.73 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84045.757812 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84045.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84118.687500 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84118.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84148.976562 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -84148.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84174.390625 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -84174.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84190.414062 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84190.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84202.843750 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84202.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84214.257812 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84214.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84238.773438 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84238.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84280.523438 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84280.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84334.851562 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84334.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84442.023438 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -84442.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84495.757812 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -84495.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84519.156250 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -84519.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84529.562500 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -84529.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84548.195312 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -84548.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84563.195312 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -84563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84570.335938 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -84570.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84573.945312 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -84573.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84577.476562 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -84577.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84586.031250 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -84586.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84596.726562 Penalty: 3297.896240
	Iteration 21Q: 3 clusters Score -84596.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84604.914062 Penalty: 3297.896240
	Iteration 22Q: 3 clusters Score -84604.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84605.898438 Penalty: 3297.896240
	Iteration 23Q: 3 clusters Score -84605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84605.898438 Penalty: 3297.896240
	Iteration 24F: 3 clusters Score -84605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 43329 members 
Mstep: Class 4 contains 211732 members 
Mstep: Class 5 contains 29213 members 
Mstep: Class 6 contains 15533 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 11629 members 
Mstep: Class 9 contains 7359 members 
Mstep: Class 10 contains 55504 members 
Mstep: Class 11 contains 5804 members 
Mstep: Class 12 contains 166322 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 17374 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 13695 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 183559 members 
Mstep: Class 25 contains 6643 members 
Mstep: Class 26 contains 33246 members 
Mstep: Class 27 contains 19452 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221272.000000 Penalty: 99613.000000
Iteration 159Q: 30 clusters Score -1.242213e+08 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 43624 members 
Mstep: Class 4 contains 212364 members 
Mstep: Class 5 contains 29242 members 
Mstep: Class 6 contains 15759 members 
Mstep: Class 7 contains 5853 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 10 contains 55517 members 
Mstep: Class 11 contains 5781 members 
Mstep: Class 12 contains 166860 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 17408 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 8787 members 
Mstep: Class 22 contains 13732 members 
Mstep: Class 23 contains 9859 members 
Mstep: Class 24 contains 183713 members 
Mstep: Class 25 contains 6661 members 
Mstep: Class 26 contains 33364 members 
Mstep: Class 27 contains 19466 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 141317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3157.830322 but Gain 3434.929688
Score: -124224216.000000 Penalty: 96178.070312
Iteration 160F: 29 clusters Score -1.242242e+08 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 43635 members 
Mstep: Class 4 contains 210784 members 
Mstep: Class 5 contains 29258 members 
Mstep: Class 6 contains 15892 members 
Mstep: Class 7 contains 5853 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 55524 members 
Mstep: Class 11 contains 5764 members 
Mstep: Class 12 contains 166998 members 
Mstep: Class 13 contains 740 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 9096 members 
Mstep: Class 16 contains 14617 members 
Mstep: Class 17 contains 17397 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 21 contains 8434 members 
Mstep: Class 22 contains 13731 members 
Mstep: Class 23 contains 9856 members 
Mstep: Class 24 contains 183793 members 
Mstep: Class 25 contains 6653 members 
Mstep: Class 26 contains 33420 members 
Mstep: Class 27 contains 19469 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 145020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228664.000000 Penalty: 96178.070312
Iteration 161Q: 29 clusters Score -1.242287e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 43763 members 
Mstep: Class 4 contains 208620 members 
Mstep: Class 5 contains 29262 members 
Mstep: Class 6 contains 16069 members 
Mstep: Class 7 contains 5859 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 8657 members 
Mstep: Class 10 contains 55530 members 
Mstep: Class 11 contains 5758 members 
Mstep: Class 12 contains 167075 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 9055 members 
Mstep: Class 16 contains 14606 members 
Mstep: Class 17 contains 17396 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 13717 members 
Mstep: Class 23 contains 9854 members 
Mstep: Class 24 contains 183809 members 
Mstep: Class 25 contains 6655 members 
Mstep: Class 26 contains 33448 members 
Mstep: Class 27 contains 19470 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 146683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229872.000000 Penalty: 96178.070312
Iteration 162Q: 29 clusters Score -1.242299e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 43875 members 
Mstep: Class 4 contains 206530 members 
Mstep: Class 5 contains 29257 members 
Mstep: Class 6 contains 16248 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 11767 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 55531 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 167194 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 16 contains 14590 members 
Mstep: Class 17 contains 17399 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 21 contains 7803 members 
Mstep: Class 22 contains 13693 members 
Mstep: Class 23 contains 9854 members 
Mstep: Class 24 contains 183800 members 
Mstep: Class 25 contains 6652 members 
Mstep: Class 26 contains 33480 members 
Mstep: Class 27 contains 19468 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 148281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230808.000000 Penalty: 96178.070312
Iteration 163Q: 29 clusters Score -1.242308e+08 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 43959 members 
Mstep: Class 4 contains 204490 members 
Mstep: Class 5 contains 29248 members 
Mstep: Class 6 contains 16422 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 11781 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 55535 members 
Mstep: Class 11 contains 5737 members 
Mstep: Class 12 contains 167318 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 14580 members 
Mstep: Class 17 contains 17413 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 21 contains 7479 members 
Mstep: Class 22 contains 13649 members 
Mstep: Class 23 contains 9854 members 
Mstep: Class 24 contains 183697 members 
Mstep: Class 25 contains 6666 members 
Mstep: Class 26 contains 33500 members 
Mstep: Class 27 contains 19470 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 149968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231632.000000 Penalty: 96178.070312
Iteration 164Q: 29 clusters Score -1.242316e+08 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 3 contains 44007 members 
Mstep: Class 4 contains 202459 members 
Mstep: Class 5 contains 29241 members 
Mstep: Class 6 contains 16583 members 
Mstep: Class 7 contains 5850 members 
Mstep: Class 8 contains 11813 members 
Mstep: Class 9 contains 9947 members 
Mstep: Class 10 contains 55539 members 
Mstep: Class 11 contains 5727 members 
Mstep: Class 12 contains 167433 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 8935 members 
Mstep: Class 16 contains 14568 members 
Mstep: Class 17 contains 17426 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 21 contains 7160 members 
Mstep: Class 22 contains 13658 members 
Mstep: Class 23 contains 9854 members 
Mstep: Class 24 contains 183579 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33525 members 
Mstep: Class 27 contains 19469 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 151669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232608.000000 Penalty: 96178.070312
Iteration 165Q: 29 clusters Score -1.242326e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 3 contains 44085 members 
Mstep: Class 4 contains 200416 members 
Mstep: Class 5 contains 29240 members 
Mstep: Class 6 contains 16727 members 
Mstep: Class 7 contains 5844 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 55545 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 167547 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 8910 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 17434 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 13626 members 
Mstep: Class 23 contains 9851 members 
Mstep: Class 24 contains 183407 members 
Mstep: Class 25 contains 6677 members 
Mstep: Class 26 contains 33551 members 
Mstep: Class 27 contains 19468 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 153444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233528.000000 Penalty: 96178.070312
Iteration 166Q: 29 clusters Score -1.242335e+08 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 3 contains 44143 members 
Mstep: Class 4 contains 198401 members 
Mstep: Class 5 contains 29233 members 
Mstep: Class 6 contains 16839 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 11868 members 
Mstep: Class 9 contains 10762 members 
Mstep: Class 10 contains 55557 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 167711 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 8885 members 
Mstep: Class 16 contains 14551 members 
Mstep: Class 17 contains 17431 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 21 contains 6528 members 
Mstep: Class 22 contains 13581 members 
Mstep: Class 23 contains 9849 members 
Mstep: Class 24 contains 183225 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 33560 members 
Mstep: Class 27 contains 19468 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 155245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234816.000000 Penalty: 96178.070312
Iteration 167Q: 29 clusters Score -1.242348e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5134 members 
Mstep: Class 3 contains 44174 members 
Mstep: Class 4 contains 196434 members 
Mstep: Class 5 contains 29223 members 
Mstep: Class 6 contains 16942 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 11135 members 
Mstep: Class 10 contains 55567 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 167869 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 8845 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 17437 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 21 contains 6222 members 
Mstep: Class 22 contains 13527 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 183075 members 
Mstep: Class 25 contains 6693 members 
Mstep: Class 26 contains 33570 members 
Mstep: Class 27 contains 19469 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 157065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235768.000000 Penalty: 96178.070312
Iteration 168Q: 29 clusters Score -1.242358e+08 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 44208 members 
Mstep: Class 4 contains 194470 members 
Mstep: Class 5 contains 29215 members 
Mstep: Class 6 contains 17060 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 11921 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 55581 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 168008 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5101 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 17441 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 13465 members 
Mstep: Class 23 contains 9849 members 
Mstep: Class 24 contains 182968 members 
Mstep: Class 25 contains 6696 members 
Mstep: Class 26 contains 33570 members 
Mstep: Class 27 contains 19472 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 158839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124236720.000000 Penalty: 96178.070312
Iteration 169Q: 29 clusters Score -1.242367e+08 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 44252 members 
Mstep: Class 4 contains 192624 members 
Mstep: Class 5 contains 29208 members 
Mstep: Class 6 contains 17177 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 8 contains 11938 members 
Mstep: Class 9 contains 11751 members 
Mstep: Class 10 contains 55588 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 168143 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 17448 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 13418 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 182830 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33562 members 
Mstep: Class 27 contains 19472 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 160634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124237440.000000 Penalty: 96178.070312
Iteration 170Q: 29 clusters Score -1.242374e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 44272 members 
Mstep: Class 4 contains 190929 members 
Mstep: Class 5 contains 29204 members 
Mstep: Class 6 contains 17262 members 
Mstep: Class 7 contains 5827 members 
Mstep: Class 8 contains 11975 members 
Mstep: Class 9 contains 12023 members 
Mstep: Class 10 contains 55597 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 168286 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5097 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 17464 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 13377 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 182694 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 33566 members 
Mstep: Class 27 contains 19475 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 162279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124238360.000000 Penalty: 96178.070312
Iteration 171Q: 29 clusters Score -1.242384e+08 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 44306 members 
Mstep: Class 4 contains 189442 members 
Mstep: Class 5 contains 29190 members 
Mstep: Class 6 contains 17366 members 
Mstep: Class 7 contains 5828 members 
Mstep: Class 8 contains 11979 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 55607 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 168414 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 14522 members 
Mstep: Class 17 contains 17473 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 21 contains 5141 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 9844 members 
Mstep: Class 24 contains 182526 members 
Mstep: Class 25 contains 6726 members 
Mstep: Class 26 contains 33567 members 
Mstep: Class 27 contains 19478 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 163744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124238840.000000 Penalty: 96178.070312
Iteration 172Q: 29 clusters Score -1.242388e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 44339 members 
Mstep: Class 4 contains 188057 members 
Mstep: Class 5 contains 29179 members 
Mstep: Class 6 contains 17444 members 
Mstep: Class 7 contains 5828 members 
Mstep: Class 8 contains 12004 members 
Mstep: Class 9 contains 12533 members 
Mstep: Class 10 contains 55612 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 168518 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 17483 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 13291 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 182360 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 33560 members 
Mstep: Class 27 contains 19479 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 165140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239336.000000 Penalty: 96178.070312
Iteration 173Q: 29 clusters Score -1.242393e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 44372 members 
Mstep: Class 4 contains 186743 members 
Mstep: Class 5 contains 29173 members 
Mstep: Class 6 contains 17523 members 
Mstep: Class 7 contains 5827 members 
Mstep: Class 8 contains 12009 members 
Mstep: Class 9 contains 12760 members 
Mstep: Class 10 contains 55615 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 12 contains 168614 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 14521 members 
Mstep: Class 17 contains 17477 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 21 contains 4687 members 
Mstep: Class 22 contains 13246 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 182227 members 
Mstep: Class 25 contains 6741 members 
Mstep: Class 26 contains 33559 members 
Mstep: Class 27 contains 19480 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 166464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239816.000000 Penalty: 96178.070312
Iteration 174Q: 29 clusters Score -1.242398e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 44407 members 
Mstep: Class 4 contains 185528 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 17572 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 12012 members 
Mstep: Class 9 contains 12972 members 
Mstep: Class 10 contains 55620 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 168715 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 8649 members 
Mstep: Class 16 contains 14521 members 
Mstep: Class 17 contains 17471 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 13209 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 182062 members 
Mstep: Class 25 contains 6741 members 
Mstep: Class 26 contains 33555 members 
Mstep: Class 27 contains 19480 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 167692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240128.000000 Penalty: 96178.070312
Iteration 175Q: 29 clusters Score -1.242401e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 44436 members 
Mstep: Class 4 contains 184381 members 
Mstep: Class 5 contains 29172 members 
Mstep: Class 6 contains 17599 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 12016 members 
Mstep: Class 9 contains 13157 members 
Mstep: Class 10 contains 55625 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 168797 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 8620 members 
Mstep: Class 16 contains 14514 members 
Mstep: Class 17 contains 17452 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 21 contains 4384 members 
Mstep: Class 22 contains 13177 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 181976 members 
Mstep: Class 25 contains 6741 members 
Mstep: Class 26 contains 33559 members 
Mstep: Class 27 contains 19481 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 168849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239864.000000 Penalty: 96178.070312
Iteration 176Q: 29 clusters Score -1.242399e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 44452 members 
Mstep: Class 4 contains 183372 members 
Mstep: Class 5 contains 29166 members 
Mstep: Class 6 contains 17626 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 12016 members 
Mstep: Class 9 contains 13311 members 
Mstep: Class 10 contains 55630 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 168882 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 8606 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 17445 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 13139 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 181881 members 
Mstep: Class 25 contains 6740 members 
Mstep: Class 26 contains 33553 members 
Mstep: Class 27 contains 19482 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 169892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240248.000000 Penalty: 96178.070312
Iteration 177Q: 29 clusters Score -1.242402e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 44431 members 
Mstep: Class 4 contains 182511 members 
Mstep: Class 5 contains 29154 members 
Mstep: Class 6 contains 17664 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 9 contains 13484 members 
Mstep: Class 10 contains 55632 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 168965 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 8594 members 
Mstep: Class 16 contains 14513 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 21 contains 4121 members 
Mstep: Class 22 contains 13087 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 181815 members 
Mstep: Class 25 contains 6744 members 
Mstep: Class 26 contains 33549 members 
Mstep: Class 27 contains 19480 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 170805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240160.000000 Penalty: 96178.070312
Iteration 178Q: 29 clusters Score -1.242402e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 44440 members 
Mstep: Class 4 contains 181753 members 
Mstep: Class 5 contains 29152 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 5830 members 
Mstep: Class 8 contains 11995 members 
Mstep: Class 9 contains 13623 members 
Mstep: Class 10 contains 55636 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 169053 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 14514 members 
Mstep: Class 17 contains 17451 members 
Mstep: Class 18 contains 3508 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 13045 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 181743 members 
Mstep: Class 25 contains 6734 members 
Mstep: Class 26 contains 33558 members 
Mstep: Class 27 contains 19475 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240272.000000 Penalty: 96178.070312
Iteration 179Q: 29 clusters Score -1.242403e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 181045 members 
Mstep: Class 5 contains 29146 members 
Mstep: Class 6 contains 17720 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 8 contains 11987 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 55636 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 169149 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 17447 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 21 contains 3883 members 
Mstep: Class 22 contains 13012 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 181727 members 
Mstep: Class 25 contains 6733 members 
Mstep: Class 26 contains 33564 members 
Mstep: Class 27 contains 19474 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241040.000000 Penalty: 96178.070312
Iteration 180F: 29 clusters Score -1.24241e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 44464 members 
Mstep: Class 4 contains 180402 members 
Mstep: Class 5 contains 29144 members 
Mstep: Class 6 contains 17756 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 11968 members 
Mstep: Class 9 contains 13854 members 
Mstep: Class 10 contains 55639 members 
Mstep: Class 11 contains 5359 members 
Mstep: Class 12 contains 169216 members 
Mstep: Class 13 contains 748 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 14506 members 
Mstep: Class 17 contains 17457 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 12975 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 181723 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 33575 members 
Mstep: Class 27 contains 19476 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241760.000000 Penalty: 96178.070312
Iteration 181Q: 29 clusters Score -1.242418e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 44479 members 
Mstep: Class 4 contains 179917 members 
Mstep: Class 5 contains 29139 members 
Mstep: Class 6 contains 17765 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 13960 members 
Mstep: Class 10 contains 55642 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 169279 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5101 members 
Mstep: Class 15 contains 8603 members 
Mstep: Class 16 contains 14505 members 
Mstep: Class 17 contains 17465 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 21 contains 3635 members 
Mstep: Class 22 contains 12937 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 181753 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 33578 members 
Mstep: Class 27 contains 19478 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242096.000000 Penalty: 96178.070312
Iteration 182Q: 29 clusters Score -1.242421e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 44474 members 
Mstep: Class 4 contains 179537 members 
Mstep: Class 5 contains 29134 members 
Mstep: Class 6 contains 17777 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 11974 members 
Mstep: Class 9 contains 14052 members 
Mstep: Class 10 contains 55648 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169331 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5104 members 
Mstep: Class 15 contains 8599 members 
Mstep: Class 16 contains 14507 members 
Mstep: Class 17 contains 17461 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 21 contains 3549 members 
Mstep: Class 22 contains 12904 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 181818 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 33577 members 
Mstep: Class 27 contains 19480 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242024.000000 Penalty: 96178.070312
Iteration 183Q: 29 clusters Score -1.24242e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 44474 members 
Mstep: Class 4 contains 179255 members 
Mstep: Class 5 contains 29132 members 
Mstep: Class 6 contains 17776 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 11970 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 55648 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 169373 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 8583 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 17456 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 181856 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 33579 members 
Mstep: Class 27 contains 19483 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242368.000000 Penalty: 96178.070312
Iteration 184Q: 29 clusters Score -1.242424e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 3 contains 44487 members 
Mstep: Class 4 contains 179053 members 
Mstep: Class 5 contains 29132 members 
Mstep: Class 6 contains 17769 members 
Mstep: Class 7 contains 5838 members 
Mstep: Class 8 contains 11973 members 
Mstep: Class 9 contains 14213 members 
Mstep: Class 10 contains 55653 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 169406 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 8576 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 17459 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 21 contains 3401 members 
Mstep: Class 22 contains 12862 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 181897 members 
Mstep: Class 25 contains 6725 members 
Mstep: Class 26 contains 33576 members 
Mstep: Class 27 contains 19485 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242616.000000 Penalty: 96178.070312
Iteration 185Q: 29 clusters Score -1.242426e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 44487 members 
Mstep: Class 4 contains 178901 members 
Mstep: Class 5 contains 29129 members 
Mstep: Class 6 contains 17764 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 11979 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 55653 members 
Mstep: Class 11 contains 5277 members 
Mstep: Class 12 contains 169436 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5105 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 17457 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 181942 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 33574 members 
Mstep: Class 27 contains 19486 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 174100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243080.000000 Penalty: 96178.070312
Iteration 186Q: 29 clusters Score -1.242431e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 44510 members 
Mstep: Class 4 contains 178811 members 
Mstep: Class 5 contains 29127 members 
Mstep: Class 6 contains 17763 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 11972 members 
Mstep: Class 9 contains 14360 members 
Mstep: Class 10 contains 55662 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 169466 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 16 contains 14503 members 
Mstep: Class 17 contains 17455 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 21 contains 3292 members 
Mstep: Class 22 contains 12802 members 
Mstep: Class 23 contains 9838 members 
Mstep: Class 24 contains 181992 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 33565 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 174129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243344.000000 Penalty: 96178.070312
Iteration 187Q: 29 clusters Score -1.242433e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 44539 members 
Mstep: Class 4 contains 178797 members 
Mstep: Class 5 contains 29125 members 
Mstep: Class 6 contains 17759 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 11977 members 
Mstep: Class 9 contains 14407 members 
Mstep: Class 10 contains 55666 members 
Mstep: Class 11 contains 5296 members 
Mstep: Class 12 contains 169491 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 14497 members 
Mstep: Class 17 contains 17457 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 12788 members 
Mstep: Class 23 contains 9835 members 
Mstep: Class 24 contains 181995 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 33569 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 174068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243456.000000 Penalty: 96178.070312
Iteration 188Q: 29 clusters Score -1.242435e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 44555 members 
Mstep: Class 4 contains 178813 members 
Mstep: Class 5 contains 29125 members 
Mstep: Class 6 contains 17781 members 
Mstep: Class 7 contains 5850 members 
Mstep: Class 8 contains 11968 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 55671 members 
Mstep: Class 11 contains 5283 members 
Mstep: Class 12 contains 169509 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 14497 members 
Mstep: Class 17 contains 17445 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 21 contains 3185 members 
Mstep: Class 22 contains 12776 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 182031 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 33566 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243736.000000 Penalty: 96178.070312
Iteration 189Q: 29 clusters Score -1.242437e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5159 members 
Mstep: Class 3 contains 44567 members 
Mstep: Class 4 contains 178854 members 
Mstep: Class 5 contains 29123 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 5853 members 
Mstep: Class 8 contains 11975 members 
Mstep: Class 9 contains 14497 members 
Mstep: Class 10 contains 55676 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 169537 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 16 contains 14496 members 
Mstep: Class 17 contains 17444 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 12763 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182061 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 33562 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244144.000000 Penalty: 96178.070312
Iteration 190Q: 29 clusters Score -1.242441e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 44573 members 
Mstep: Class 4 contains 178949 members 
Mstep: Class 5 contains 29117 members 
Mstep: Class 6 contains 17840 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 11974 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 55681 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 169559 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 14501 members 
Mstep: Class 17 contains 17452 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 21 contains 3058 members 
Mstep: Class 22 contains 12749 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182072 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 33559 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244088.000000 Penalty: 96178.070312
Iteration 191Q: 29 clusters Score -1.242441e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 44576 members 
Mstep: Class 4 contains 179063 members 
Mstep: Class 5 contains 29117 members 
Mstep: Class 6 contains 17891 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 14564 members 
Mstep: Class 10 contains 55684 members 
Mstep: Class 11 contains 5253 members 
Mstep: Class 12 contains 169584 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 14507 members 
Mstep: Class 17 contains 17448 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 21 contains 3009 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182089 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 33554 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244032.000000 Penalty: 96178.070312
Iteration 192Q: 29 clusters Score -1.24244e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 44589 members 
Mstep: Class 4 contains 179199 members 
Mstep: Class 5 contains 29119 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 5853 members 
Mstep: Class 8 contains 11961 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 55689 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 169596 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 8553 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 12719 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182084 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 33552 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244232.000000 Penalty: 96178.070312
Iteration 193Q: 29 clusters Score -1.242442e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 44593 members 
Mstep: Class 4 contains 179357 members 
Mstep: Class 5 contains 29118 members 
Mstep: Class 6 contains 17950 members 
Mstep: Class 7 contains 5859 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 14631 members 
Mstep: Class 10 contains 55694 members 
Mstep: Class 11 contains 5246 members 
Mstep: Class 12 contains 169597 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 12705 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182055 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 33548 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244448.000000 Penalty: 96178.070312
Iteration 194Q: 29 clusters Score -1.242444e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 44595 members 
Mstep: Class 4 contains 179515 members 
Mstep: Class 5 contains 29116 members 
Mstep: Class 6 contains 17955 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 11969 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 55694 members 
Mstep: Class 11 contains 5243 members 
Mstep: Class 12 contains 169610 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 8562 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 17445 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 22 contains 12687 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182042 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 33546 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244448.000000 Penalty: 96178.070312
Iteration 195Q: 29 clusters Score -1.242444e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 44595 members 
Mstep: Class 4 contains 179732 members 
Mstep: Class 5 contains 29117 members 
Mstep: Class 6 contains 17961 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 11969 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 55696 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 169622 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 17439 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 21 contains 2908 members 
Mstep: Class 22 contains 12680 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182035 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 33542 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244408.000000 Penalty: 96178.070312
Iteration 196Q: 29 clusters Score -1.242444e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5168 members 
Mstep: Class 3 contains 44610 members 
Mstep: Class 4 contains 179946 members 
Mstep: Class 5 contains 29116 members 
Mstep: Class 6 contains 17977 members 
Mstep: Class 7 contains 5861 members 
Mstep: Class 8 contains 11971 members 
Mstep: Class 9 contains 14715 members 
Mstep: Class 10 contains 55697 members 
Mstep: Class 11 contains 5215 members 
Mstep: Class 12 contains 169623 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 17431 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 12668 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182030 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 33539 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244336.000000 Penalty: 96178.070312
Iteration 197Q: 29 clusters Score -1.242443e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5167 members 
Mstep: Class 3 contains 44615 members 
Mstep: Class 4 contains 180143 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 17983 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11964 members 
Mstep: Class 9 contains 14733 members 
Mstep: Class 10 contains 55699 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 169623 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 17427 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 21 contains 2874 members 
Mstep: Class 22 contains 12663 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 182004 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 33540 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244576.000000 Penalty: 96178.070312
Iteration 198Q: 29 clusters Score -1.242446e+08 nChanged 631
Entering ConstructFrom: 
Score: -124244576.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -137587.765625 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -137587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -135440.437500 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -135440.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135890.343750 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -135890.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136031.953125 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -136032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136112.406250 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -136112.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136174.093750 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -136174.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136223.093750 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -136223.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136288.296875 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -136288.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136339.578125 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -136339.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136383.453125 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -136383.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136453.671875 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -136453.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -136497.906250 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -136497.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136539.781250 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -136539.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136585.796875 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -136585.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136627.125000 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -136627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136680.656250 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -136680.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136706.734375 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -136706.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136731.375000 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -136731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136762.843750 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -136762.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136809.406250 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -136809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136839.328125 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -136839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136877.328125 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -136877.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136897.062500 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -136897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136908.234375 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -136908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136913.312500 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -136913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136915.281250 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -136915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136920.671875 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -136920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136929.140625 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -136929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136939.093750 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -136939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136948.921875 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -136948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136950.296875 Penalty: 3543.234375
	Iteration 29Q: 3 clusters Score -136950.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136950.296875 Penalty: 3543.234375
	Iteration 30F: 3 clusters Score -136950.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -587108.562500 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -587108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -582519.500000 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -582519.5 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -583849.500000 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -583849.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -584197.125000 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -584197.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -584464.750000 Penalty: 4240.727539
	Iteration 3F: 3 clusters Score -584464.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -584647.062500 Penalty: 4240.727539
	Iteration 4Q: 3 clusters Score -584647.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -584797.562500 Penalty: 4240.727539
	Iteration 5Q: 3 clusters Score -584797.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -584919.812500 Penalty: 4240.727539
	Iteration 6Q: 3 clusters Score -584919.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -585014.937500 Penalty: 4240.727539
	Iteration 7Q: 3 clusters Score -585014.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -585098.062500 Penalty: 4240.727539
	Iteration 8Q: 3 clusters Score -585098.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -585154.312500 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -585154.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -585189.375000 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -585189.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -585220.375000 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -585220.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -585242.500000 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -585242.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -585262.875000 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -585262.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -585276.625000 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -585276.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -585292.625000 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -585292.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -585308.187500 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -585308.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -585320.250000 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -585320.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -585333.812500 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -585333.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -585341.500000 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -585341.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -585347.500000 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -585347.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -585354.375000 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -585354.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -585362.000000 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -585362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -585369.000000 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -585369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -585375.062500 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -585375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -585383.937500 Penalty: 4240.727539
	Iteration 25Q: 3 clusters Score -585383.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -585388.250000 Penalty: 4240.727539
	Iteration 26Q: 3 clusters Score -585388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -585392.687500 Penalty: 4240.727539
	Iteration 27Q: 3 clusters Score -585392.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -585394.875000 Penalty: 4240.727539
	Iteration 28Q: 3 clusters Score -585394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -585400.250000 Penalty: 4240.727539
	Iteration 29Q: 3 clusters Score -585400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -585403.000000 Penalty: 4240.727539
	Iteration 30Q: 3 clusters Score -585403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -585408.062500 Penalty: 4240.727539
	Iteration 31Q: 3 clusters Score -585408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -585414.937500 Penalty: 4240.727539
	Iteration 32Q: 3 clusters Score -585414.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -585422.250000 Penalty: 4240.727539
	Iteration 33Q: 3 clusters Score -585422.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -585432.312500 Penalty: 4240.727539
	Iteration 34Q: 3 clusters Score -585432.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -585440.937500 Penalty: 4240.727539
	Iteration 35Q: 3 clusters Score -585440.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -585450.000000 Penalty: 4240.727539
	Iteration 36Q: 3 clusters Score -585450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -585459.312500 Penalty: 4240.727539
	Iteration 37Q: 3 clusters Score -585459.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -585468.500000 Penalty: 4240.727539
	Iteration 38Q: 3 clusters Score -585468.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -585481.937500 Penalty: 4240.727539
	Iteration 39Q: 3 clusters Score -585481.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -585500.125000 Penalty: 4240.727539
	Iteration 40F: 3 clusters Score -585500.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -585528.437500 Penalty: 4240.727539
	Iteration 41Q: 3 clusters Score -585528.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -585572.187500 Penalty: 4240.727539
	Iteration 42Q: 3 clusters Score -585572.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -585616.687500 Penalty: 4240.727539
	Iteration 43Q: 3 clusters Score -585616.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -585648.875000 Penalty: 4240.727539
	Iteration 44Q: 3 clusters Score -585648.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -585668.812500 Penalty: 4240.727539
	Iteration 45Q: 3 clusters Score -585668.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -585678.875000 Penalty: 4240.727539
	Iteration 46Q: 3 clusters Score -585678.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -585685.125000 Penalty: 4240.727539
	Iteration 47Q: 3 clusters Score -585685.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -585690.562500 Penalty: 4240.727539
	Iteration 48Q: 3 clusters Score -585690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -585692.312500 Penalty: 4240.727539
	Iteration 49Q: 3 clusters Score -585692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -585695.750000 Penalty: 4240.727539
	Iteration 50Q: 3 clusters Score -585695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -585698.250000 Penalty: 4240.727539
	Iteration 51Q: 3 clusters Score -585698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -585700.625000 Penalty: 4240.727539
	Iteration 52Q: 3 clusters Score -585700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -585702.000000 Penalty: 4240.727539
	Iteration 53Q: 3 clusters Score -585702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -585705.125000 Penalty: 4240.727539
	Iteration 54Q: 3 clusters Score -585705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -585708.125000 Penalty: 4240.727539
	Iteration 55Q: 3 clusters Score -585708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -585710.062500 Penalty: 4240.727539
	Iteration 56Q: 3 clusters Score -585710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -585711.000000 Penalty: 4240.727539
	Iteration 57Q: 3 clusters Score -585711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -585713.375000 Penalty: 4240.727539
	Iteration 58Q: 3 clusters Score -585713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -585714.687500 Penalty: 4240.727539
	Iteration 59Q: 3 clusters Score -585714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -585716.125000 Penalty: 4240.727539
	Iteration 60F: 3 clusters Score -585716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -585718.062500 Penalty: 4240.727539
	Iteration 61Q: 3 clusters Score -585718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -585718.562500 Penalty: 4240.727539
	Iteration 62Q: 3 clusters Score -585718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -585719.250000 Penalty: 4240.727539
	Iteration 63Q: 3 clusters Score -585719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -585720.250000 Penalty: 4240.727539
	Iteration 64Q: 3 clusters Score -585720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -585720.875000 Penalty: 4240.727539
	Iteration 65Q: 3 clusters Score -585720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -585721.187500 Penalty: 4240.727539
	Iteration 66Q: 3 clusters Score -585721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -585721.187500 Penalty: 4240.727539
	Iteration 67F: 3 clusters Score -585721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Entering Unmasked Estep 
Score: -5281730.500000 Penalty: 2655.094727
	Iteration 0F: 2 clusters Score -5281730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5251531.000000 Penalty: 5310.189453
	Iteration 0F: 3 clusters Score -5251531 nChanged 20511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5263273.500000 Penalty: 5310.189453
	Iteration 1F: 3 clusters Score -5263274 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5264072.000000 Penalty: 5310.189453
	Iteration 2Q: 3 clusters Score -5264072 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5264986.000000 Penalty: 5310.189453
	Iteration 3Q: 3 clusters Score -5264986 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5266001.000000 Penalty: 5310.189453
	Iteration 4Q: 3 clusters Score -5266001 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -5267271.500000 Penalty: 5310.189453
	Iteration 5Q: 3 clusters Score -5267272 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5268820.000000 Penalty: 5310.189453
	Iteration 6F: 3 clusters Score -5268820 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5270478.500000 Penalty: 5310.189453
	Iteration 7F: 3 clusters Score -5270478 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5271831.500000 Penalty: 5310.189453
	Iteration 8F: 3 clusters Score -5271832 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5272945.500000 Penalty: 5310.189453
	Iteration 9F: 3 clusters Score -5272946 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -5273683.500000 Penalty: 5310.189453
	Iteration 10Q: 3 clusters Score -5273684 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5274212.000000 Penalty: 5310.189453
	Iteration 11Q: 3 clusters Score -5274212 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5274572.000000 Penalty: 5310.189453
	Iteration 12Q: 3 clusters Score -5274572 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -5274919.000000 Penalty: 5310.189453
	Iteration 13Q: 3 clusters Score -5274919 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5275256.000000 Penalty: 5310.189453
	Iteration 14Q: 3 clusters Score -5275256 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5275635.000000 Penalty: 5310.189453
	Iteration 15Q: 3 clusters Score -5275635 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -5276004.000000 Penalty: 5310.189453
	Iteration 16Q: 3 clusters Score -5276004 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5276500.000000 Penalty: 5310.189453
	Iteration 17Q: 3 clusters Score -5276500 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5277082.500000 Penalty: 5310.189453
	Iteration 18Q: 3 clusters Score -5277082 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5277715.500000 Penalty: 5310.189453
	Iteration 19Q: 3 clusters Score -5277716 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5278251.500000 Penalty: 5310.189453
	Iteration 20F: 3 clusters Score -5278252 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5278691.000000 Penalty: 5310.189453
	Iteration 21Q: 3 clusters Score -5278691 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5278973.500000 Penalty: 5310.189453
	Iteration 22Q: 3 clusters Score -5278974 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5279219.000000 Penalty: 5310.189453
	Iteration 23Q: 3 clusters Score -5279219 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5279509.500000 Penalty: 5310.189453
	Iteration 24Q: 3 clusters Score -5279510 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -5279690.500000 Penalty: 5310.189453
	Iteration 25Q: 3 clusters Score -5279690 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5279891.000000 Penalty: 5310.189453
	Iteration 26Q: 3 clusters Score -5279891 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5280082.500000 Penalty: 5310.189453
	Iteration 27Q: 3 clusters Score -5280082 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5280224.000000 Penalty: 5310.189453
	Iteration 28Q: 3 clusters Score -5280224 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5280329.500000 Penalty: 5310.189453
	Iteration 29Q: 3 clusters Score -5280330 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -5280434.000000 Penalty: 5310.189453
	Iteration 30Q: 3 clusters Score -5280434 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -5280536.000000 Penalty: 5310.189453
	Iteration 31Q: 3 clusters Score -5280536 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5280620.500000 Penalty: 5310.189453
	Iteration 32Q: 3 clusters Score -5280620 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5280698.000000 Penalty: 5310.189453
	Iteration 33Q: 3 clusters Score -5280698 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -5280755.000000 Penalty: 5310.189453
	Iteration 34Q: 3 clusters Score -5280755 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -5280800.000000 Penalty: 5310.189453
	Iteration 35Q: 3 clusters Score -5280800 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -5280818.000000 Penalty: 5310.189453
	Iteration 36Q: 3 clusters Score -5280818 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -5280877.500000 Penalty: 5310.189453
	Iteration 37Q: 3 clusters Score -5280878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -5280914.500000 Penalty: 5310.189453
	Iteration 38Q: 3 clusters Score -5280914 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -5280945.000000 Penalty: 5310.189453
	Iteration 39Q: 3 clusters Score -5280945 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -5280974.500000 Penalty: 5310.189453
	Iteration 40F: 3 clusters Score -5280974 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -5280992.000000 Penalty: 5310.189453
	Iteration 41Q: 3 clusters Score -5280992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -5281019.500000 Penalty: 5310.189453
	Iteration 42Q: 3 clusters Score -5281020 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5281041.000000 Penalty: 5310.189453
	Iteration 43Q: 3 clusters Score -5281041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5281051.500000 Penalty: 5310.189453
	Iteration 44Q: 3 clusters Score -5281052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -5281059.500000 Penalty: 5310.189453
	Iteration 45Q: 3 clusters Score -5281060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -5281048.000000 Penalty: 5310.189453
	Iteration 46Q: 3 clusters Score -5281048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5281054.000000 Penalty: 5310.189453
	Iteration 47Q: 3 clusters Score -5281054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -5281048.000000 Penalty: 5310.189453
	Iteration 48Q: 3 clusters Score -5281048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -5281058.000000 Penalty: 5310.189453
	Iteration 49Q: 3 clusters Score -5281058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -5281069.500000 Penalty: 5310.189453
	Iteration 50Q: 3 clusters Score -5281070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -5281071.000000 Penalty: 5310.189453
	Iteration 51Q: 3 clusters Score -5281071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -5281063.500000 Penalty: 5310.189453
	Iteration 52Q: 3 clusters Score -5281064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -5281085.000000 Penalty: 5310.189453
	Iteration 53Q: 3 clusters Score -5281085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -5281084.000000 Penalty: 5310.189453
	Iteration 54Q: 3 clusters Score -5281084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -5281098.000000 Penalty: 5310.189453
	Iteration 55Q: 3 clusters Score -5281098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -5281095.000000 Penalty: 5310.189453
	Iteration 56Q: 3 clusters Score -5281095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -5281090.500000 Penalty: 5310.189453
	Iteration 57Q: 3 clusters Score -5281090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -5281096.500000 Penalty: 5310.189453
	Iteration 58Q: 3 clusters Score -5281096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5281102.500000 Penalty: 5310.189453
	Iteration 59Q: 3 clusters Score -5281102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -5281114.500000 Penalty: 5310.189453
	Iteration 60F: 3 clusters Score -5281114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -5281110.000000 Penalty: 5310.189453
	Iteration 61Q: 3 clusters Score -5281110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -5281109.000000 Penalty: 5310.189453
	Iteration 62Q: 3 clusters Score -5281109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5281116.000000 Penalty: 5310.189453
	Iteration 63Q: 3 clusters Score -5281116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -5281115.000000 Penalty: 5310.189453
	Iteration 64Q: 3 clusters Score -5281115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5281111.500000 Penalty: 5310.189453
	Iteration 65Q: 3 clusters Score -5281112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -5281110.000000 Penalty: 5310.189453
	Iteration 66Q: 3 clusters Score -5281110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -5281111.000000 Penalty: 5310.189453
	Iteration 67Q: 3 clusters Score -5281111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -5281116.500000 Penalty: 5310.189453
	Iteration 68Q: 3 clusters Score -5281116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -5281118.000000 Penalty: 5310.189453
	Iteration 69Q: 3 clusters Score -5281118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -5281117.500000 Penalty: 5310.189453
	Iteration 70Q: 3 clusters Score -5281118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5281113.000000 Penalty: 5310.189453
	Iteration 71Q: 3 clusters Score -5281113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -5281112.000000 Penalty: 5310.189453
	Iteration 72Q: 3 clusters Score -5281112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5281113.000000 Penalty: 5310.189453
	Iteration 73Q: 3 clusters Score -5281113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -5281112.500000 Penalty: 5310.189453
	Iteration 74Q: 3 clusters Score -5281112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -5281110.000000 Penalty: 5310.189453
	Iteration 75Q: 3 clusters Score -5281110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -5281109.000000 Penalty: 5310.189453
	Iteration 76Q: 3 clusters Score -5281109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -5281109.500000 Penalty: 5310.189453
	Iteration 77Q: 3 clusters Score -5281110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -5281115.500000 Penalty: 5310.189453
	Iteration 78Q: 3 clusters Score -5281116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -5281112.000000 Penalty: 5310.189453
	Iteration 79Q: 3 clusters Score -5281112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5281113.500000 Penalty: 5310.189453
	Iteration 80F: 3 clusters Score -5281114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -5281122.500000 Penalty: 5310.189453
	Iteration 81Q: 3 clusters Score -5281122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -5281124.000000 Penalty: 5310.189453
	Iteration 82Q: 3 clusters Score -5281124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -5281124.500000 Penalty: 5310.189453
	Iteration 83Q: 3 clusters Score -5281124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -5281124.500000 Penalty: 5310.189453
	Iteration 84F: 3 clusters Score -5281124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180303 members 
Entering Unmasked Estep 
Score: -22524444.000000 Penalty: 3001.393799
	Iteration 0F: 2 clusters Score -2.252444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -22407836.000000 Penalty: 6002.787598
	Iteration 0F: 3 clusters Score -2.240784e+07 nChanged 86412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -22457770.000000 Penalty: 6002.787598
	Iteration 1F: 3 clusters Score -2.245777e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -22458806.000000 Penalty: 6002.787598
	Iteration 2Q: 3 clusters Score -2.245881e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -22459818.000000 Penalty: 6002.787598
	Iteration 3Q: 3 clusters Score -2.245982e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -22460804.000000 Penalty: 6002.787598
	Iteration 4Q: 3 clusters Score -2.24608e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -22462160.000000 Penalty: 6002.787598
	Iteration 5Q: 3 clusters Score -2.246216e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -22463752.000000 Penalty: 6002.787598
	Iteration 6Q: 3 clusters Score -2.246375e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -22466124.000000 Penalty: 6002.787598
	Iteration 7Q: 3 clusters Score -2.246612e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -22468914.000000 Penalty: 6002.787598
	Iteration 8Q: 3 clusters Score -2.246891e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -22472118.000000 Penalty: 6002.787598
	Iteration 9Q: 3 clusters Score -2.247212e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -22475722.000000 Penalty: 6002.787598
	Iteration 10Q: 3 clusters Score -2.247572e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -22479126.000000 Penalty: 6002.787598
	Iteration 11Q: 3 clusters Score -2.247913e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -22482404.000000 Penalty: 6002.787598
	Iteration 12Q: 3 clusters Score -2.24824e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122508 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -22486304.000000 Penalty: 6002.787598
	Iteration 13Q: 3 clusters Score -2.24863e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129060 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -22490766.000000 Penalty: 6002.787598
	Iteration 14Q: 3 clusters Score -2.249077e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -22495948.000000 Penalty: 6002.787598
	Iteration 15Q: 3 clusters Score -2.249595e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -22501106.000000 Penalty: 6002.787598
	Iteration 16Q: 3 clusters Score -2.250111e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147261 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -22505860.000000 Penalty: 6002.787598
	Iteration 17Q: 3 clusters Score -2.250586e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151415 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -22509380.000000 Penalty: 6002.787598
	Iteration 18Q: 3 clusters Score -2.250938e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -22511380.000000 Penalty: 6002.787598
	Iteration 19Q: 3 clusters Score -2.251138e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157886 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -22513312.000000 Penalty: 6002.787598
	Iteration 20F: 3 clusters Score -2.251331e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160423 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -22515002.000000 Penalty: 6002.787598
	Iteration 21Q: 3 clusters Score -2.2515e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -22516420.000000 Penalty: 6002.787598
	Iteration 22Q: 3 clusters Score -2.251642e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -22517598.000000 Penalty: 6002.787598
	Iteration 23Q: 3 clusters Score -2.25176e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167065 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -22518624.000000 Penalty: 6002.787598
	Iteration 24Q: 3 clusters Score -2.251862e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -22519416.000000 Penalty: 6002.787598
	Iteration 25Q: 3 clusters Score -2.251942e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -22519914.000000 Penalty: 6002.787598
	Iteration 26Q: 3 clusters Score -2.251991e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172053 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -22520302.000000 Penalty: 6002.787598
	Iteration 27Q: 3 clusters Score -2.25203e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173335 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -22520588.000000 Penalty: 6002.787598
	Iteration 28Q: 3 clusters Score -2.252059e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174442 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -22521026.000000 Penalty: 6002.787598
	Iteration 29Q: 3 clusters Score -2.252103e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175356 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -22521194.000000 Penalty: 6002.787598
	Iteration 30Q: 3 clusters Score -2.252119e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176129 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -22521296.000000 Penalty: 6002.787598
	Iteration 31Q: 3 clusters Score -2.25213e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176759 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -22521418.000000 Penalty: 6002.787598
	Iteration 32Q: 3 clusters Score -2.252142e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177284 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -22521502.000000 Penalty: 6002.787598
	Iteration 33Q: 3 clusters Score -2.25215e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22521582.000000 Penalty: 6002.787598
	Iteration 34Q: 3 clusters Score -2.252158e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -22521616.000000 Penalty: 6002.787598
	Iteration 35Q: 3 clusters Score -2.252162e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178332 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22521556.000000 Penalty: 6002.787598
	Iteration 36Q: 3 clusters Score -2.252156e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -22521652.000000 Penalty: 6002.787598
	Iteration 37Q: 3 clusters Score -2.252165e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178733 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22521726.000000 Penalty: 6002.787598
	Iteration 38Q: 3 clusters Score -2.252173e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178890 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -22521776.000000 Penalty: 6002.787598
	Iteration 39Q: 3 clusters Score -2.252178e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178999 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -22521822.000000 Penalty: 6002.787598
	Iteration 40F: 3 clusters Score -2.252182e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22521836.000000 Penalty: 6002.787598
	Iteration 41Q: 3 clusters Score -2.252184e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22521888.000000 Penalty: 6002.787598
	Iteration 42Q: 3 clusters Score -2.252189e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22521888.000000 Penalty: 6002.787598
	Iteration 43Q: 3 clusters Score -2.252189e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179250 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22521910.000000 Penalty: 6002.787598
	Iteration 44Q: 3 clusters Score -2.252191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22521924.000000 Penalty: 6002.787598
	Iteration 45Q: 3 clusters Score -2.252192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179300 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22521934.000000 Penalty: 6002.787598
	Iteration 46Q: 3 clusters Score -2.252193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179325 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -22521966.000000 Penalty: 6002.787598
	Iteration 47Q: 3 clusters Score -2.252197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179344 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -22521954.000000 Penalty: 6002.787598
	Iteration 48Q: 3 clusters Score -2.252195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179360 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22521944.000000 Penalty: 6002.787598
	Iteration 49Q: 3 clusters Score -2.252194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179376 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22521964.000000 Penalty: 6002.787598
	Iteration 50Q: 3 clusters Score -2.252196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179392 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22521974.000000 Penalty: 6002.787598
	Iteration 51Q: 3 clusters Score -2.252197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179406 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22521960.000000 Penalty: 6002.787598
	Iteration 52Q: 3 clusters Score -2.252196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179418 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -22521980.000000 Penalty: 6002.787598
	Iteration 53Q: 3 clusters Score -2.252198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179434 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22521972.000000 Penalty: 6002.787598
	Iteration 54Q: 3 clusters Score -2.252197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179447 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -22521982.000000 Penalty: 6002.787598
	Iteration 55Q: 3 clusters Score -2.252198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179455 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22521992.000000 Penalty: 6002.787598
	Iteration 56Q: 3 clusters Score -2.252199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179462 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22521974.000000 Penalty: 6002.787598
	Iteration 57Q: 3 clusters Score -2.252197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179467 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22521992.000000 Penalty: 6002.787598
	Iteration 58Q: 3 clusters Score -2.252199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22521996.000000 Penalty: 6002.787598
	Iteration 59Q: 3 clusters Score -2.2522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22521996.000000 Penalty: 6002.787598
	Iteration 60F: 3 clusters Score -2.2522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179478 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22522004.000000 Penalty: 6002.787598
	Iteration 61Q: 3 clusters Score -2.2522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179485 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -22521998.000000 Penalty: 6002.787598
	Iteration 62Q: 3 clusters Score -2.2522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22521988.000000 Penalty: 6002.787598
	Iteration 63Q: 3 clusters Score -2.252199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22521974.000000 Penalty: 6002.787598
	Iteration 64Q: 3 clusters Score -2.252197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22521986.000000 Penalty: 6002.787598
	Iteration 65Q: 3 clusters Score -2.252199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179505 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22521974.000000 Penalty: 6002.787598
	Iteration 66Q: 3 clusters Score -2.252197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22521976.000000 Penalty: 6002.787598
	Iteration 67Q: 3 clusters Score -2.252198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22521994.000000 Penalty: 6002.787598
	Iteration 68Q: 3 clusters Score -2.252199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179513 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22521986.000000 Penalty: 6002.787598
	Iteration 69Q: 3 clusters Score -2.252199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179516 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22521990.000000 Penalty: 6002.787598
	Iteration 70Q: 3 clusters Score -2.252199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22521996.000000 Penalty: 6002.787598
	Iteration 71Q: 3 clusters Score -2.2522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179520 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22521998.000000 Penalty: 6002.787598
	Iteration 72Q: 3 clusters Score -2.2522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22522004.000000 Penalty: 6002.787598
	Iteration 73Q: 3 clusters Score -2.2522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179529 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22522002.000000 Penalty: 6002.787598
	Iteration 74Q: 3 clusters Score -2.2522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -22521994.000000 Penalty: 6002.787598
	Iteration 75Q: 3 clusters Score -2.252199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179531 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -22521986.000000 Penalty: 6002.787598
	Iteration 76Q: 3 clusters Score -2.252199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179532 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -22521990.000000 Penalty: 6002.787598
	Iteration 77Q: 3 clusters Score -2.252199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22521992.000000 Penalty: 6002.787598
	Iteration 78Q: 3 clusters Score -2.252199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22521996.000000 Penalty: 6002.787598
	Iteration 79Q: 3 clusters Score -2.2522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -22522014.000000 Penalty: 6002.787598
	Iteration 80F: 3 clusters Score -2.252201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179538 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22522006.000000 Penalty: 6002.787598
	Iteration 81Q: 3 clusters Score -2.252201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179538 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22522006.000000 Penalty: 6002.787598
	Iteration 82F: 3 clusters Score -2.252201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Entering Unmasked Estep 
Score: -3579550.750000 Penalty: 2549.177246
	Iteration 0F: 2 clusters Score -3579551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3559658.250000 Penalty: 5098.354492
	Iteration 0F: 3 clusters Score -3559658 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3566722.500000 Penalty: 5098.354492
	Iteration 1F: 3 clusters Score -3566722 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3567221.250000 Penalty: 5098.354492
	Iteration 2Q: 3 clusters Score -3567221 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3567612.750000 Penalty: 5098.354492
	Iteration 3Q: 3 clusters Score -3567613 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3568024.000000 Penalty: 5098.354492
	Iteration 4Q: 3 clusters Score -3568024 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3568465.750000 Penalty: 5098.354492
	Iteration 5Q: 3 clusters Score -3568466 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3568922.000000 Penalty: 5098.354492
	Iteration 6Q: 3 clusters Score -3568922 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3569423.750000 Penalty: 5098.354492
	Iteration 7Q: 3 clusters Score -3569424 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3569958.500000 Penalty: 5098.354492
	Iteration 8Q: 3 clusters Score -3569958 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3570484.500000 Penalty: 5098.354492
	Iteration 9Q: 3 clusters Score -3570484 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3571030.250000 Penalty: 5098.354492
	Iteration 10Q: 3 clusters Score -3571030 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3571568.250000 Penalty: 5098.354492
	Iteration 11Q: 3 clusters Score -3571568 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3572184.500000 Penalty: 5098.354492
	Iteration 12Q: 3 clusters Score -3572184 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3572813.000000 Penalty: 5098.354492
	Iteration 13Q: 3 clusters Score -3572813 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3573513.250000 Penalty: 5098.354492
	Iteration 14Q: 3 clusters Score -3573513 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3574267.750000 Penalty: 5098.354492
	Iteration 15Q: 3 clusters Score -3574268 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3575002.000000 Penalty: 5098.354492
	Iteration 16Q: 3 clusters Score -3575002 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3575618.000000 Penalty: 5098.354492
	Iteration 17Q: 3 clusters Score -3575618 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3576056.000000 Penalty: 5098.354492
	Iteration 18Q: 3 clusters Score -3576056 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3576354.250000 Penalty: 5098.354492
	Iteration 19Q: 3 clusters Score -3576354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3576578.500000 Penalty: 5098.354492
	Iteration 20F: 3 clusters Score -3576578 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3576804.500000 Penalty: 5098.354492
	Iteration 21Q: 3 clusters Score -3576804 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3576960.250000 Penalty: 5098.354492
	Iteration 22Q: 3 clusters Score -3576960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3577064.500000 Penalty: 5098.354492
	Iteration 23Q: 3 clusters Score -3577064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3577140.000000 Penalty: 5098.354492
	Iteration 24Q: 3 clusters Score -3577140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3577200.000000 Penalty: 5098.354492
	Iteration 25Q: 3 clusters Score -3577200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3577225.750000 Penalty: 5098.354492
	Iteration 26Q: 3 clusters Score -3577226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3577261.750000 Penalty: 5098.354492
	Iteration 27Q: 3 clusters Score -3577262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3577282.750000 Penalty: 5098.354492
	Iteration 28Q: 3 clusters Score -3577283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3577308.500000 Penalty: 5098.354492
	Iteration 29Q: 3 clusters Score -3577308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3577319.750000 Penalty: 5098.354492
	Iteration 30Q: 3 clusters Score -3577320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3577332.000000 Penalty: 5098.354492
	Iteration 31Q: 3 clusters Score -3577332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3577340.500000 Penalty: 5098.354492
	Iteration 32Q: 3 clusters Score -3577340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3577351.250000 Penalty: 5098.354492
	Iteration 33Q: 3 clusters Score -3577351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3577347.000000 Penalty: 5098.354492
	Iteration 34Q: 3 clusters Score -3577347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3577358.250000 Penalty: 5098.354492
	Iteration 35Q: 3 clusters Score -3577358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3577364.500000 Penalty: 5098.354492
	Iteration 36Q: 3 clusters Score -3577364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3577371.000000 Penalty: 5098.354492
	Iteration 37Q: 3 clusters Score -3577371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3577372.000000 Penalty: 5098.354492
	Iteration 38Q: 3 clusters Score -3577372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3577377.750000 Penalty: 5098.354492
	Iteration 39Q: 3 clusters Score -3577378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3577377.000000 Penalty: 5098.354492
	Iteration 40F: 3 clusters Score -3577377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3577378.000000 Penalty: 5098.354492
	Iteration 41Q: 3 clusters Score -3577378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3577378.000000 Penalty: 5098.354492
	Iteration 42F: 3 clusters Score -3577378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Entering Unmasked Estep 
Score: -2117753.750000 Penalty: 2429.949219
	Iteration 0F: 2 clusters Score -2117754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2105069.750000 Penalty: 4859.898438
	Iteration 0F: 3 clusters Score -2105070 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2109180.250000 Penalty: 4859.898438
	Iteration 1F: 3 clusters Score -2109180 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2109586.750000 Penalty: 4859.898438
	Iteration 2F: 3 clusters Score -2109587 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2109936.250000 Penalty: 4859.898438
	Iteration 3Q: 3 clusters Score -2109936 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2110302.000000 Penalty: 4859.898438
	Iteration 4Q: 3 clusters Score -2110302 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2110701.250000 Penalty: 4859.898438
	Iteration 5Q: 3 clusters Score -2110701 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2111194.750000 Penalty: 4859.898438
	Iteration 6Q: 3 clusters Score -2111195 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2111725.000000 Penalty: 4859.898438
	Iteration 7Q: 3 clusters Score -2111725 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2112327.000000 Penalty: 4859.898438
	Iteration 8Q: 3 clusters Score -2112327 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2112948.250000 Penalty: 4859.898438
	Iteration 9F: 3 clusters Score -2112948 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2113521.000000 Penalty: 4859.898438
	Iteration 10Q: 3 clusters Score -2113521 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2114009.250000 Penalty: 4859.898438
	Iteration 11Q: 3 clusters Score -2114009 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2114391.000000 Penalty: 4859.898438
	Iteration 12Q: 3 clusters Score -2114391 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2114678.500000 Penalty: 4859.898438
	Iteration 13Q: 3 clusters Score -2114678 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2114893.500000 Penalty: 4859.898438
	Iteration 14Q: 3 clusters Score -2114894 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2115099.000000 Penalty: 4859.898438
	Iteration 15Q: 3 clusters Score -2115099 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2115244.250000 Penalty: 4859.898438
	Iteration 16Q: 3 clusters Score -2115244 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2115385.750000 Penalty: 4859.898438
	Iteration 17Q: 3 clusters Score -2115386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2115490.250000 Penalty: 4859.898438
	Iteration 18Q: 3 clusters Score -2115490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2115563.750000 Penalty: 4859.898438
	Iteration 19Q: 3 clusters Score -2115564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2115615.500000 Penalty: 4859.898438
	Iteration 20F: 3 clusters Score -2115616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2115661.750000 Penalty: 4859.898438
	Iteration 21Q: 3 clusters Score -2115662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2115692.250000 Penalty: 4859.898438
	Iteration 22Q: 3 clusters Score -2115692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2115718.250000 Penalty: 4859.898438
	Iteration 23Q: 3 clusters Score -2115718 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2115732.750000 Penalty: 4859.898438
	Iteration 24Q: 3 clusters Score -2115733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2115745.750000 Penalty: 4859.898438
	Iteration 25Q: 3 clusters Score -2115746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2115762.750000 Penalty: 4859.898438
	Iteration 26Q: 3 clusters Score -2115763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2115765.500000 Penalty: 4859.898438
	Iteration 27Q: 3 clusters Score -2115766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2115776.500000 Penalty: 4859.898438
	Iteration 28Q: 3 clusters Score -2115776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2115784.000000 Penalty: 4859.898438
	Iteration 29Q: 3 clusters Score -2115784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2115784.000000 Penalty: 4859.898438
	Iteration 30Q: 3 clusters Score -2115784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2115788.750000 Penalty: 4859.898438
	Iteration 31Q: 3 clusters Score -2115789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2115791.250000 Penalty: 4859.898438
	Iteration 32Q: 3 clusters Score -2115791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2115795.000000 Penalty: 4859.898438
	Iteration 33Q: 3 clusters Score -2115795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2115794.250000 Penalty: 4859.898438
	Iteration 34Q: 3 clusters Score -2115794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2115789.250000 Penalty: 4859.898438
	Iteration 35Q: 3 clusters Score -2115789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2115795.250000 Penalty: 4859.898438
	Iteration 36Q: 3 clusters Score -2115795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2115796.000000 Penalty: 4859.898438
	Iteration 37Q: 3 clusters Score -2115796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2115798.750000 Penalty: 4859.898438
	Iteration 38Q: 3 clusters Score -2115799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2115800.500000 Penalty: 4859.898438
	Iteration 39Q: 3 clusters Score -2115800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2115799.250000 Penalty: 4859.898438
	Iteration 40F: 3 clusters Score -2115799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -710854.250000 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -710854.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -705861.875000 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -705861.9 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -707109.125000 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -707109.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -707365.187500 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -707365.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -707549.812500 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -707549.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -707749.250000 Penalty: 4303.502441
	Iteration 4Q: 3 clusters Score -707749.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -707950.875000 Penalty: 4303.502441
	Iteration 5Q: 3 clusters Score -707950.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -708154.312500 Penalty: 4303.502441
	Iteration 6Q: 3 clusters Score -708154.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -708380.125000 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -708380.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -708659.062500 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -708659.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -709033.500000 Penalty: 4303.502441
	Iteration 9F: 3 clusters Score -709033.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -709591.250000 Penalty: 4303.502441
	Iteration 10F: 3 clusters Score -709591.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -710096.000000 Penalty: 4303.502441
	Iteration 11F: 3 clusters Score -710096 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -710427.312500 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -710427.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -710647.250000 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -710647.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -710750.250000 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -710750.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -710786.250000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -710786.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -710799.312500 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -710799.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -710809.062500 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -710809.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -710815.562500 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -710815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -710818.687500 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -710818.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -710823.812500 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -710823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -710825.125000 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -710825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -710826.250000 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -710826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -710831.625000 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -710831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -710833.375000 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -710833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -710835.187500 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -710835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -710836.250000 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -710836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -710836.687500 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -710836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -710836.687500 Penalty: 4303.502441
	Iteration 28F: 3 clusters Score -710836.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Entering Unmasked Estep 
Score: -1368570.750000 Penalty: 2328.593506
	Iteration 0F: 2 clusters Score -1368571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1359663.375000 Penalty: 4657.187012
	Iteration 0F: 3 clusters Score -1359663 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1362524.250000 Penalty: 4657.187012
	Iteration 1F: 3 clusters Score -1362524 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1362995.875000 Penalty: 4657.187012
	Iteration 2F: 3 clusters Score -1362996 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1363388.875000 Penalty: 4657.187012
	Iteration 3F: 3 clusters Score -1363389 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1363709.875000 Penalty: 4657.187012
	Iteration 4F: 3 clusters Score -1363710 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1363989.875000 Penalty: 4657.187012
	Iteration 5Q: 3 clusters Score -1363990 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1364262.500000 Penalty: 4657.187012
	Iteration 6Q: 3 clusters Score -1364262 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1364539.875000 Penalty: 4657.187012
	Iteration 7Q: 3 clusters Score -1364540 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1364821.250000 Penalty: 4657.187012
	Iteration 8Q: 3 clusters Score -1364821 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1365121.125000 Penalty: 4657.187012
	Iteration 9Q: 3 clusters Score -1365121 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1365372.375000 Penalty: 4657.187012
	Iteration 10Q: 3 clusters Score -1365372 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1365563.250000 Penalty: 4657.187012
	Iteration 11Q: 3 clusters Score -1365563 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1365706.125000 Penalty: 4657.187012
	Iteration 12Q: 3 clusters Score -1365706 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1365802.875000 Penalty: 4657.187012
	Iteration 13Q: 3 clusters Score -1365803 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1365856.875000 Penalty: 4657.187012
	Iteration 14Q: 3 clusters Score -1365857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1365892.375000 Penalty: 4657.187012
	Iteration 15Q: 3 clusters Score -1365892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1365920.750000 Penalty: 4657.187012
	Iteration 16Q: 3 clusters Score -1365921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1365949.625000 Penalty: 4657.187012
	Iteration 17Q: 3 clusters Score -1365950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1365971.250000 Penalty: 4657.187012
	Iteration 18Q: 3 clusters Score -1365971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1365986.125000 Penalty: 4657.187012
	Iteration 19Q: 3 clusters Score -1365986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1365994.375000 Penalty: 4657.187012
	Iteration 20F: 3 clusters Score -1365994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1366007.500000 Penalty: 4657.187012
	Iteration 21Q: 3 clusters Score -1366008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1366015.750000 Penalty: 4657.187012
	Iteration 22Q: 3 clusters Score -1366016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1366023.250000 Penalty: 4657.187012
	Iteration 23Q: 3 clusters Score -1366023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1366028.875000 Penalty: 4657.187012
	Iteration 24Q: 3 clusters Score -1366029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1366033.000000 Penalty: 4657.187012
	Iteration 25Q: 3 clusters Score -1366033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1366037.375000 Penalty: 4657.187012
	Iteration 26Q: 3 clusters Score -1366037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1366045.875000 Penalty: 4657.187012
	Iteration 27Q: 3 clusters Score -1366046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1366048.500000 Penalty: 4657.187012
	Iteration 28Q: 3 clusters Score -1366048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1366051.125000 Penalty: 4657.187012
	Iteration 29Q: 3 clusters Score -1366051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1366054.250000 Penalty: 4657.187012
	Iteration 30Q: 3 clusters Score -1366054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1366055.500000 Penalty: 4657.187012
	Iteration 31Q: 3 clusters Score -1366056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1366055.125000 Penalty: 4657.187012
	Iteration 32Q: 3 clusters Score -1366055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1366059.625000 Penalty: 4657.187012
	Iteration 33Q: 3 clusters Score -1366060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1366062.000000 Penalty: 4657.187012
	Iteration 34Q: 3 clusters Score -1366062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1366063.875000 Penalty: 4657.187012
	Iteration 35Q: 3 clusters Score -1366064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1366067.750000 Penalty: 4657.187012
	Iteration 36Q: 3 clusters Score -1366068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1366071.000000 Penalty: 4657.187012
	Iteration 37Q: 3 clusters Score -1366071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1366071.875000 Penalty: 4657.187012
	Iteration 38Q: 3 clusters Score -1366072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1366073.625000 Penalty: 4657.187012
	Iteration 39Q: 3 clusters Score -1366074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1366074.125000 Penalty: 4657.187012
	Iteration 40F: 3 clusters Score -1366074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1366076.375000 Penalty: 4657.187012
	Iteration 41Q: 3 clusters Score -1366076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1366076.125000 Penalty: 4657.187012
	Iteration 42Q: 3 clusters Score -1366076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1366080.750000 Penalty: 4657.187012
	Iteration 43Q: 3 clusters Score -1366081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1366078.000000 Penalty: 4657.187012
	Iteration 44Q: 3 clusters Score -1366078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1366084.250000 Penalty: 4657.187012
	Iteration 45Q: 3 clusters Score -1366084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1366091.250000 Penalty: 4657.187012
	Iteration 46Q: 3 clusters Score -1366091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1366089.625000 Penalty: 4657.187012
	Iteration 47Q: 3 clusters Score -1366090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1366088.125000 Penalty: 4657.187012
	Iteration 48Q: 3 clusters Score -1366088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1366089.125000 Penalty: 4657.187012
	Iteration 49Q: 3 clusters Score -1366089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1366095.250000 Penalty: 4657.187012
	Iteration 50Q: 3 clusters Score -1366095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1366094.625000 Penalty: 4657.187012
	Iteration 51Q: 3 clusters Score -1366095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1366096.000000 Penalty: 4657.187012
	Iteration 52Q: 3 clusters Score -1366096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1366105.875000 Penalty: 4657.187012
	Iteration 53Q: 3 clusters Score -1366106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1366105.125000 Penalty: 4657.187012
	Iteration 54Q: 3 clusters Score -1366105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1366110.375000 Penalty: 4657.187012
	Iteration 55Q: 3 clusters Score -1366110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1366114.375000 Penalty: 4657.187012
	Iteration 56Q: 3 clusters Score -1366114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1366121.250000 Penalty: 4657.187012
	Iteration 57Q: 3 clusters Score -1366121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1366124.500000 Penalty: 4657.187012
	Iteration 58Q: 3 clusters Score -1366124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1366127.500000 Penalty: 4657.187012
	Iteration 59Q: 3 clusters Score -1366128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1366136.375000 Penalty: 4657.187012
	Iteration 60F: 3 clusters Score -1366136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1366140.750000 Penalty: 4657.187012
	Iteration 61Q: 3 clusters Score -1366141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1366140.375000 Penalty: 4657.187012
	Iteration 62Q: 3 clusters Score -1366140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1366147.625000 Penalty: 4657.187012
	Iteration 63Q: 3 clusters Score -1366148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1366153.625000 Penalty: 4657.187012
	Iteration 64Q: 3 clusters Score -1366154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1366157.875000 Penalty: 4657.187012
	Iteration 65Q: 3 clusters Score -1366158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1366162.750000 Penalty: 4657.187012
	Iteration 66Q: 3 clusters Score -1366163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1366163.500000 Penalty: 4657.187012
	Iteration 67Q: 3 clusters Score -1366164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1366174.250000 Penalty: 4657.187012
	Iteration 68Q: 3 clusters Score -1366174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1366182.000000 Penalty: 4657.187012
	Iteration 69Q: 3 clusters Score -1366182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1366193.625000 Penalty: 4657.187012
	Iteration 70Q: 3 clusters Score -1366194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1366206.625000 Penalty: 4657.187012
	Iteration 71Q: 3 clusters Score -1366207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1366224.500000 Penalty: 4657.187012
	Iteration 72Q: 3 clusters Score -1366224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1366239.500000 Penalty: 4657.187012
	Iteration 73Q: 3 clusters Score -1366240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1366259.625000 Penalty: 4657.187012
	Iteration 74Q: 3 clusters Score -1366260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1366279.375000 Penalty: 4657.187012
	Iteration 75Q: 3 clusters Score -1366279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1366283.500000 Penalty: 4657.187012
	Iteration 76Q: 3 clusters Score -1366284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1366291.000000 Penalty: 4657.187012
	Iteration 77Q: 3 clusters Score -1366291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1366306.375000 Penalty: 4657.187012
	Iteration 78Q: 3 clusters Score -1366306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1366316.875000 Penalty: 4657.187012
	Iteration 79Q: 3 clusters Score -1366317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1366318.500000 Penalty: 4657.187012
	Iteration 80F: 3 clusters Score -1366318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1366325.125000 Penalty: 4657.187012
	Iteration 81Q: 3 clusters Score -1366325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1366327.375000 Penalty: 4657.187012
	Iteration 82Q: 3 clusters Score -1366327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1366327.750000 Penalty: 4657.187012
	Iteration 83Q: 3 clusters Score -1366328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1366330.500000 Penalty: 4657.187012
	Iteration 84Q: 3 clusters Score -1366330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1366334.750000 Penalty: 4657.187012
	Iteration 85Q: 3 clusters Score -1366335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1366338.000000 Penalty: 4657.187012
	Iteration 86Q: 3 clusters Score -1366338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1366341.750000 Penalty: 4657.187012
	Iteration 87Q: 3 clusters Score -1366342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1366346.750000 Penalty: 4657.187012
	Iteration 88Q: 3 clusters Score -1366347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1366351.250000 Penalty: 4657.187012
	Iteration 89Q: 3 clusters Score -1366351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1366351.250000 Penalty: 4657.187012
	Iteration 90Q: 3 clusters Score -1366351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1366354.750000 Penalty: 4657.187012
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Mstep: Class 1 contains 6901 members 
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Mstep: Class 2 contains 5060 members 
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	Iteration 96Q: 3 clusters Score -1366368 nChanged 17
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	Iteration 97Q: 3 clusters Score -1366366 nChanged 19
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	Iteration 98Q: 3 clusters Score -1366370 nChanged 20
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	Iteration 99Q: 3 clusters Score -1366374 nChanged 18
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	Iteration 100F: 3 clusters Score -1366377 nChanged 29
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	Iteration 101Q: 3 clusters Score -1366386 nChanged 29
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	Iteration 102Q: 3 clusters Score -1366391 nChanged 24
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	Iteration 103Q: 3 clusters Score -1366387 nChanged 19
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	Iteration 104Q: 3 clusters Score -1366393 nChanged 16
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	Iteration 105Q: 3 clusters Score -1366398 nChanged 12
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	Iteration 107Q: 3 clusters Score -1366398 nChanged 9
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	Iteration 108Q: 3 clusters Score -1366402 nChanged 10
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	Iteration 109Q: 3 clusters Score -1366402 nChanged 13
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	Iteration 111Q: 3 clusters Score -1366405 nChanged 20
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	Iteration 113Q: 3 clusters Score -1366413 nChanged 20
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	Iteration 114Q: 3 clusters Score -1366415 nChanged 21
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	Iteration 115Q: 3 clusters Score -1366418 nChanged 26
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	Iteration 116Q: 3 clusters Score -1366424 nChanged 24
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	Iteration 117Q: 3 clusters Score -1366430 nChanged 16
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	Iteration 118Q: 3 clusters Score -1366430 nChanged 21
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	Iteration 119Q: 3 clusters Score -1366432 nChanged 20
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	Iteration 120F: 3 clusters Score -1366434 nChanged 15
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	Iteration 122Q: 3 clusters Score -1366442 nChanged 12
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	Iteration 123Q: 3 clusters Score -1366445 nChanged 13
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	Iteration 124Q: 3 clusters Score -1366445 nChanged 13
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	Iteration 125Q: 3 clusters Score -1366446 nChanged 15
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	Iteration 126Q: 3 clusters Score -1366451 nChanged 15
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	Iteration 127Q: 3 clusters Score -1366454 nChanged 8
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	Iteration 128Q: 3 clusters Score -1366452 nChanged 3
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	Iteration 129Q: 3 clusters Score -1366454 nChanged 6
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Mstep: Class 1 contains 6739 members 
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	Iteration 130Q: 3 clusters Score -1366452 nChanged 5
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	Iteration 131Q: 3 clusters Score -1366454 nChanged 8
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	Iteration 132Q: 3 clusters Score -1366454 nChanged 5
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	Iteration 133Q: 3 clusters Score -1366452 nChanged 6
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	Iteration 134Q: 3 clusters Score -1366458 nChanged 5
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	Iteration 135Q: 3 clusters Score -1366458 nChanged 9
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	Iteration 136Q: 3 clusters Score -1366457 nChanged 7
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	Iteration 137Q: 3 clusters Score -1366458 nChanged 9
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	Iteration 138Q: 3 clusters Score -1366459 nChanged 12
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	Iteration 139Q: 3 clusters Score -1366460 nChanged 17
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	Iteration 140F: 3 clusters Score -1366464 nChanged 18
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	Iteration 141Q: 3 clusters Score -1366464 nChanged 22
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	Iteration 142Q: 3 clusters Score -1366463 nChanged 22
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	Iteration 143Q: 3 clusters Score -1366472 nChanged 17
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	Iteration 144Q: 3 clusters Score -1366472 nChanged 16
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	Iteration 145Q: 3 clusters Score -1366475 nChanged 21
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	Iteration 146Q: 3 clusters Score -1366484 nChanged 15
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	Iteration 147Q: 3 clusters Score -1366485 nChanged 18
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	Iteration 148Q: 3 clusters Score -1366492 nChanged 19
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	Iteration 149Q: 3 clusters Score -1366492 nChanged 18
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	Iteration 150Q: 3 clusters Score -1366495 nChanged 19
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	Iteration 151Q: 3 clusters Score -1366496 nChanged 25
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	Iteration 152Q: 3 clusters Score -1366496 nChanged 22
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	Iteration 153Q: 3 clusters Score -1366501 nChanged 18
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Mstep: Class 1 contains 6604 members 
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	Iteration 154Q: 3 clusters Score -1366501 nChanged 22
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	Iteration 155Q: 3 clusters Score -1366509 nChanged 19
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	Iteration 156Q: 3 clusters Score -1366508 nChanged 21
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1366516 nChanged 28
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	Iteration 158Q: 3 clusters Score -1366519 nChanged 35
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	Iteration 159Q: 3 clusters Score -1366528 nChanged 40
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	Iteration 160F: 3 clusters Score -1366532 nChanged 49
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	Iteration 161Q: 3 clusters Score -1366547 nChanged 51
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	Iteration 162Q: 3 clusters Score -1366557 nChanged 45
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	Iteration 163Q: 3 clusters Score -1366568 nChanged 34
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	Iteration 164Q: 3 clusters Score -1366575 nChanged 28
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	Iteration 165Q: 3 clusters Score -1366579 nChanged 23
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	Iteration 166Q: 3 clusters Score -1366584 nChanged 22
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	Iteration 167Q: 3 clusters Score -1366587 nChanged 21
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	Iteration 168Q: 3 clusters Score -1366589 nChanged 22
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	Iteration 169Q: 3 clusters Score -1366590 nChanged 20
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	Iteration 170Q: 3 clusters Score -1366594 nChanged 21
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	Iteration 171Q: 3 clusters Score -1366600 nChanged 13
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	Iteration 172Q: 3 clusters Score -1366601 nChanged 12
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	Iteration 173Q: 3 clusters Score -1366600 nChanged 14
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	Iteration 174Q: 3 clusters Score -1366605 nChanged 19
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	Iteration 175Q: 3 clusters Score -1366608 nChanged 24
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	Iteration 176Q: 3 clusters Score -1366615 nChanged 30
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	Iteration 177Q: 3 clusters Score -1366622 nChanged 24
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	Iteration 178Q: 3 clusters Score -1366630 nChanged 32
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	Iteration 179Q: 3 clusters Score -1366637 nChanged 38
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	Iteration 180F: 3 clusters Score -1366643 nChanged 31
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	Iteration 181Q: 3 clusters Score -1366655 nChanged 28
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	Iteration 182Q: 3 clusters Score -1366659 nChanged 26
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	Iteration 183Q: 3 clusters Score -1366664 nChanged 26
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	Iteration 184Q: 3 clusters Score -1366670 nChanged 31
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Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1366677.500000 Penalty: 4657.187012
	Iteration 185Q: 3 clusters Score -1366678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1366683.375000 Penalty: 4657.187012
	Iteration 186Q: 3 clusters Score -1366683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1366690.125000 Penalty: 4657.187012
	Iteration 187Q: 3 clusters Score -1366690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1366697.250000 Penalty: 4657.187012
	Iteration 188Q: 3 clusters Score -1366697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1366698.750000 Penalty: 4657.187012
	Iteration 189Q: 3 clusters Score -1366699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1366712.000000 Penalty: 4657.187012
	Iteration 190Q: 3 clusters Score -1366712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1366718.250000 Penalty: 4657.187012
	Iteration 191Q: 3 clusters Score -1366718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1366730.375000 Penalty: 4657.187012
	Iteration 192Q: 3 clusters Score -1366730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1366735.625000 Penalty: 4657.187012
	Iteration 193Q: 3 clusters Score -1366736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1366737.375000 Penalty: 4657.187012
	Iteration 194Q: 3 clusters Score -1366737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1366741.875000 Penalty: 4657.187012
	Iteration 195Q: 3 clusters Score -1366742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1366739.875000 Penalty: 4657.187012
	Iteration 196Q: 3 clusters Score -1366740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1366744.875000 Penalty: 4657.187012
	Iteration 197Q: 3 clusters Score -1366745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1366753.375000 Penalty: 4657.187012
	Iteration 198Q: 3 clusters Score -1366753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1366754.250000 Penalty: 4657.187012
	Iteration 199Q: 3 clusters Score -1366754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1366758.000000 Penalty: 4657.187012
	Iteration 200F: 3 clusters Score -1366758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1366757.750000 Penalty: 4657.187012
	Iteration 201Q: 3 clusters Score -1366758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1366767.625000 Penalty: 4657.187012
	Iteration 202Q: 3 clusters Score -1366768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1366766.000000 Penalty: 4657.187012
	Iteration 203Q: 3 clusters Score -1366766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1366771.750000 Penalty: 4657.187012
	Iteration 204Q: 3 clusters Score -1366772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1366771.750000 Penalty: 4657.187012
	Iteration 205Q: 3 clusters Score -1366772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1366768.375000 Penalty: 4657.187012
	Iteration 206Q: 3 clusters Score -1366768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1366766.500000 Penalty: 4657.187012
	Iteration 207Q: 3 clusters Score -1366766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1366766.375000 Penalty: 4657.187012
	Iteration 208Q: 3 clusters Score -1366766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1366767.875000 Penalty: 4657.187012
	Iteration 209Q: 3 clusters Score -1366768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1366770.375000 Penalty: 4657.187012
	Iteration 210Q: 3 clusters Score -1366770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1366774.375000 Penalty: 4657.187012
	Iteration 211Q: 3 clusters Score -1366774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1366774.750000 Penalty: 4657.187012
	Iteration 212Q: 3 clusters Score -1366775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1366775.250000 Penalty: 4657.187012
	Iteration 213Q: 3 clusters Score -1366775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1366775.250000 Penalty: 4657.187012
	Iteration 214F: 3 clusters Score -1366775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Entering Unmasked Estep 
Score: -1805257.500000 Penalty: 2380.568359
	Iteration 0F: 2 clusters Score -1805258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1794486.125000 Penalty: 4761.136719
	Iteration 0F: 3 clusters Score -1794486 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1797824.125000 Penalty: 4761.136719
	Iteration 1F: 3 clusters Score -1797824 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1798165.125000 Penalty: 4761.136719
	Iteration 2F: 3 clusters Score -1798165 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1798401.875000 Penalty: 4761.136719
	Iteration 3Q: 3 clusters Score -1798402 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1798660.875000 Penalty: 4761.136719
	Iteration 4Q: 3 clusters Score -1798661 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1798886.750000 Penalty: 4761.136719
	Iteration 5Q: 3 clusters Score -1798887 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1799120.250000 Penalty: 4761.136719
	Iteration 6Q: 3 clusters Score -1799120 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1799391.375000 Penalty: 4761.136719
	Iteration 7Q: 3 clusters Score -1799391 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1799737.875000 Penalty: 4761.136719
	Iteration 8Q: 3 clusters Score -1799738 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1800168.500000 Penalty: 4761.136719
	Iteration 9Q: 3 clusters Score -1800168 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1800725.500000 Penalty: 4761.136719
	Iteration 10F: 3 clusters Score -1800726 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1801279.500000 Penalty: 4761.136719
	Iteration 11F: 3 clusters Score -1801280 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1801795.125000 Penalty: 4761.136719
	Iteration 12Q: 3 clusters Score -1801795 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1802255.500000 Penalty: 4761.136719
	Iteration 13Q: 3 clusters Score -1802256 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1802551.125000 Penalty: 4761.136719
	Iteration 14Q: 3 clusters Score -1802551 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1802735.875000 Penalty: 4761.136719
	Iteration 15Q: 3 clusters Score -1802736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1802875.000000 Penalty: 4761.136719
	Iteration 16Q: 3 clusters Score -1802875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1802965.125000 Penalty: 4761.136719
	Iteration 17Q: 3 clusters Score -1802965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1803029.875000 Penalty: 4761.136719
	Iteration 18Q: 3 clusters Score -1803030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1803076.375000 Penalty: 4761.136719
	Iteration 19Q: 3 clusters Score -1803076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1803096.000000 Penalty: 4761.136719
	Iteration 20F: 3 clusters Score -1803096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1803115.500000 Penalty: 4761.136719
	Iteration 21Q: 3 clusters Score -1803116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1803134.375000 Penalty: 4761.136719
	Iteration 22Q: 3 clusters Score -1803134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1803149.125000 Penalty: 4761.136719
	Iteration 23Q: 3 clusters Score -1803149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1803152.875000 Penalty: 4761.136719
	Iteration 24Q: 3 clusters Score -1803153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1803157.875000 Penalty: 4761.136719
	Iteration 25Q: 3 clusters Score -1803158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1803161.125000 Penalty: 4761.136719
	Iteration 26Q: 3 clusters Score -1803161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1803161.000000 Penalty: 4761.136719
	Iteration 27Q: 3 clusters Score -1803161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1803160.875000 Penalty: 4761.136719
	Iteration 28Q: 3 clusters Score -1803161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1803160.875000 Penalty: 4761.136719
	Iteration 29F: 3 clusters Score -1803161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Entering Unmasked Estep 
Score: -6846133.500000 Penalty: 2710.073975
	Iteration 0F: 2 clusters Score -6846134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6808764.500000 Penalty: 5420.147949
	Iteration 0F: 3 clusters Score -6808764 nChanged 25713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -6823387.000000 Penalty: 5420.147949
	Iteration 1F: 3 clusters Score -6823387 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -6825071.500000 Penalty: 5420.147949
	Iteration 2F: 3 clusters Score -6825072 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -6827814.000000 Penalty: 5420.147949
	Iteration 3F: 3 clusters Score -6827814 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -6831546.500000 Penalty: 5420.147949
	Iteration 4F: 3 clusters Score -6831546 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -6835024.000000 Penalty: 5420.147949
	Iteration 5F: 3 clusters Score -6835024 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6837349.500000 Penalty: 5420.147949
	Iteration 6F: 3 clusters Score -6837350 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6838899.000000 Penalty: 5420.147949
	Iteration 7Q: 3 clusters Score -6838899 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -6840040.000000 Penalty: 5420.147949
	Iteration 8Q: 3 clusters Score -6840040 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -6841000.000000 Penalty: 5420.147949
	Iteration 9Q: 3 clusters Score -6841000 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -6841773.500000 Penalty: 5420.147949
	Iteration 10Q: 3 clusters Score -6841774 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6842401.000000 Penalty: 5420.147949
	Iteration 11Q: 3 clusters Score -6842401 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -6842894.000000 Penalty: 5420.147949
	Iteration 12Q: 3 clusters Score -6842894 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -6843242.500000 Penalty: 5420.147949
	Iteration 13Q: 3 clusters Score -6843242 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -6843491.500000 Penalty: 5420.147949
	Iteration 14Q: 3 clusters Score -6843492 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -6843638.500000 Penalty: 5420.147949
	Iteration 15Q: 3 clusters Score -6843638 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -6843764.500000 Penalty: 5420.147949
	Iteration 16Q: 3 clusters Score -6843764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -6843835.000000 Penalty: 5420.147949
	Iteration 17Q: 3 clusters Score -6843835 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -6843887.000000 Penalty: 5420.147949
	Iteration 18Q: 3 clusters Score -6843887 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -6843910.500000 Penalty: 5420.147949
	Iteration 19Q: 3 clusters Score -6843910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -6843931.500000 Penalty: 5420.147949
	Iteration 20F: 3 clusters Score -6843932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -6843972.500000 Penalty: 5420.147949
	Iteration 21Q: 3 clusters Score -6843972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6843995.500000 Penalty: 5420.147949
	Iteration 22Q: 3 clusters Score -6843996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6843995.000000 Penalty: 5420.147949
	Iteration 23Q: 3 clusters Score -6843995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -6844017.500000 Penalty: 5420.147949
	Iteration 24Q: 3 clusters Score -6844018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -6844039.500000 Penalty: 5420.147949
	Iteration 25Q: 3 clusters Score -6844040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6844036.000000 Penalty: 5420.147949
	Iteration 26Q: 3 clusters Score -6844036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -6844049.500000 Penalty: 5420.147949
	Iteration 27Q: 3 clusters Score -6844050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -6844048.500000 Penalty: 5420.147949
	Iteration 28Q: 3 clusters Score -6844048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6844051.500000 Penalty: 5420.147949
	Iteration 29Q: 3 clusters Score -6844052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -6844055.000000 Penalty: 5420.147949
	Iteration 30Q: 3 clusters Score -6844055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -6844046.500000 Penalty: 5420.147949
	Iteration 31Q: 3 clusters Score -6844046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6844056.000000 Penalty: 5420.147949
	Iteration 32Q: 3 clusters Score -6844056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -6844055.000000 Penalty: 5420.147949
	Iteration 33Q: 3 clusters Score -6844055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -6844058.500000 Penalty: 5420.147949
	Iteration 34Q: 3 clusters Score -6844058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -6844060.500000 Penalty: 5420.147949
	Iteration 35Q: 3 clusters Score -6844060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -6844064.500000 Penalty: 5420.147949
	Iteration 36Q: 3 clusters Score -6844064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -6844064.000000 Penalty: 5420.147949
	Iteration 37Q: 3 clusters Score -6844064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -6844049.500000 Penalty: 5420.147949
	Iteration 38Q: 3 clusters Score -6844050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -6844057.000000 Penalty: 5420.147949
	Iteration 39Q: 3 clusters Score -6844057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -6844054.000000 Penalty: 5420.147949
	Iteration 40F: 3 clusters Score -6844054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6844055.000000 Penalty: 5420.147949
	Iteration 41Q: 3 clusters Score -6844055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -6844063.000000 Penalty: 5420.147949
	Iteration 42Q: 3 clusters Score -6844063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -6844068.000000 Penalty: 5420.147949
	Iteration 43Q: 3 clusters Score -6844068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -6844070.000000 Penalty: 5420.147949
	Iteration 44Q: 3 clusters Score -6844070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -6844071.500000 Penalty: 5420.147949
	Iteration 45Q: 3 clusters Score -6844072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -6844081.500000 Penalty: 5420.147949
	Iteration 46Q: 3 clusters Score -6844082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -6844086.000000 Penalty: 5420.147949
	Iteration 47Q: 3 clusters Score -6844086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -6844082.500000 Penalty: 5420.147949
	Iteration 48Q: 3 clusters Score -6844082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6844084.000000 Penalty: 5420.147949
	Iteration 49Q: 3 clusters Score -6844084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6844084.000000 Penalty: 5420.147949
	Iteration 50F: 3 clusters Score -6844084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -631127.625000 Penalty: 2122.229004
	Iteration 0F: 2 clusters Score -631127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -626469.750000 Penalty: 4244.458008
	Iteration 0F: 3 clusters Score -626469.8 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -627758.125000 Penalty: 4244.458008
	Iteration 1F: 3 clusters Score -627758.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -628146.375000 Penalty: 4244.458008
	Iteration 2F: 3 clusters Score -628146.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -628464.375000 Penalty: 4244.458008
	Iteration 3F: 3 clusters Score -628464.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -628689.375000 Penalty: 4244.458008
	Iteration 4F: 3 clusters Score -628689.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -628868.125000 Penalty: 4244.458008
	Iteration 5Q: 3 clusters Score -628868.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -629007.562500 Penalty: 4244.458008
	Iteration 6Q: 3 clusters Score -629007.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -629101.500000 Penalty: 4244.458008
	Iteration 7Q: 3 clusters Score -629101.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -629192.562500 Penalty: 4244.458008
	Iteration 8Q: 3 clusters Score -629192.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -629270.875000 Penalty: 4244.458008
	Iteration 9Q: 3 clusters Score -629270.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -629345.812500 Penalty: 4244.458008
	Iteration 10Q: 3 clusters Score -629345.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -629405.312500 Penalty: 4244.458008
	Iteration 11Q: 3 clusters Score -629405.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -629455.562500 Penalty: 4244.458008
	Iteration 12Q: 3 clusters Score -629455.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -629501.000000 Penalty: 4244.458008
	Iteration 13Q: 3 clusters Score -629501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -629542.187500 Penalty: 4244.458008
	Iteration 14Q: 3 clusters Score -629542.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -629579.687500 Penalty: 4244.458008
	Iteration 15Q: 3 clusters Score -629579.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -629616.062500 Penalty: 4244.458008
	Iteration 16Q: 3 clusters Score -629616.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -629639.312500 Penalty: 4244.458008
	Iteration 17Q: 3 clusters Score -629639.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -629657.250000 Penalty: 4244.458008
	Iteration 18Q: 3 clusters Score -629657.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -629671.375000 Penalty: 4244.458008
	Iteration 19Q: 3 clusters Score -629671.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -629682.312500 Penalty: 4244.458008
	Iteration 20F: 3 clusters Score -629682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -629693.125000 Penalty: 4244.458008
	Iteration 21Q: 3 clusters Score -629693.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -629702.250000 Penalty: 4244.458008
	Iteration 22Q: 3 clusters Score -629702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -629708.562500 Penalty: 4244.458008
	Iteration 23Q: 3 clusters Score -629708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -629710.812500 Penalty: 4244.458008
	Iteration 24Q: 3 clusters Score -629710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -629717.000000 Penalty: 4244.458008
	Iteration 25Q: 3 clusters Score -629717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -629720.750000 Penalty: 4244.458008
	Iteration 26Q: 3 clusters Score -629720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -629728.062500 Penalty: 4244.458008
	Iteration 27Q: 3 clusters Score -629728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -629734.937500 Penalty: 4244.458008
	Iteration 28Q: 3 clusters Score -629734.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -629739.125000 Penalty: 4244.458008
	Iteration 29Q: 3 clusters Score -629739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -629743.875000 Penalty: 4244.458008
	Iteration 30Q: 3 clusters Score -629743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -629750.062500 Penalty: 4244.458008
	Iteration 31Q: 3 clusters Score -629750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -629752.500000 Penalty: 4244.458008
	Iteration 32Q: 3 clusters Score -629752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -629753.812500 Penalty: 4244.458008
	Iteration 33Q: 3 clusters Score -629753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -629761.062500 Penalty: 4244.458008
	Iteration 34Q: 3 clusters Score -629761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -629767.312500 Penalty: 4244.458008
	Iteration 35Q: 3 clusters Score -629767.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -629770.500000 Penalty: 4244.458008
	Iteration 36Q: 3 clusters Score -629770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -629772.937500 Penalty: 4244.458008
	Iteration 37Q: 3 clusters Score -629772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -629773.812500 Penalty: 4244.458008
	Iteration 38Q: 3 clusters Score -629773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -629774.750000 Penalty: 4244.458008
	Iteration 39Q: 3 clusters Score -629774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -629774.687500 Penalty: 4244.458008
	Iteration 40F: 3 clusters Score -629774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Entering Unmasked Estep 
Score: -20658706.000000 Penalty: 2986.258057
	Iteration 0F: 2 clusters Score -2.065871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -20546634.000000 Penalty: 5972.516113
	Iteration 0F: 3 clusters Score -2.054663e+07 nChanged 81152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -20594432.000000 Penalty: 5972.516113
	Iteration 1F: 3 clusters Score -2.059443e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -20596284.000000 Penalty: 5972.516113
	Iteration 2Q: 3 clusters Score -2.059628e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -20599310.000000 Penalty: 5972.516113
	Iteration 3Q: 3 clusters Score -2.059931e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -20603970.000000 Penalty: 5972.516113
	Iteration 4F: 3 clusters Score -2.060397e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -20612378.000000 Penalty: 5972.516113
	Iteration 5F: 3 clusters Score -2.061238e+07 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 128857 members 
Entering Unmasked Estep 
Score: -20623930.000000 Penalty: 5972.516113
	Iteration 6F: 3 clusters Score -2.062393e+07 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 142277 members 
Entering Unmasked Estep 
Score: -20636356.000000 Penalty: 5972.516113
	Iteration 7F: 3 clusters Score -2.063636e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -20645354.000000 Penalty: 5972.516113
	Iteration 8F: 3 clusters Score -2.064535e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 159119 members 
Entering Unmasked Estep 
Score: -20650144.000000 Penalty: 5972.516113
	Iteration 9Q: 3 clusters Score -2.065014e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 162827 members 
Entering Unmasked Estep 
Score: -20652864.000000 Penalty: 5972.516113
	Iteration 10Q: 3 clusters Score -2.065286e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 164882 members 
Entering Unmasked Estep 
Score: -20654442.000000 Penalty: 5972.516113
	Iteration 11Q: 3 clusters Score -2.065444e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 165997 members 
Entering Unmasked Estep 
Score: -20655276.000000 Penalty: 5972.516113
	Iteration 12Q: 3 clusters Score -2.065528e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -20655720.000000 Penalty: 5972.516113
	Iteration 13Q: 3 clusters Score -2.065572e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -20655952.000000 Penalty: 5972.516113
	Iteration 14Q: 3 clusters Score -2.065595e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -20656212.000000 Penalty: 5972.516113
	Iteration 15Q: 3 clusters Score -2.065621e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 167424 members 
Entering Unmasked Estep 
Score: -20656324.000000 Penalty: 5972.516113
	Iteration 16Q: 3 clusters Score -2.065632e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 167514 members 
Entering Unmasked Estep 
Score: -20656376.000000 Penalty: 5972.516113
	Iteration 17Q: 3 clusters Score -2.065638e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 167613 members 
Entering Unmasked Estep 
Score: -20656468.000000 Penalty: 5972.516113
	Iteration 18Q: 3 clusters Score -2.065647e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 167701 members 
Entering Unmasked Estep 
Score: -20656570.000000 Penalty: 5972.516113
	Iteration 19Q: 3 clusters Score -2.065657e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 167754 members 
Entering Unmasked Estep 
Score: -20656642.000000 Penalty: 5972.516113
	Iteration 20F: 3 clusters Score -2.065664e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 167792 members 
Entering Unmasked Estep 
Score: -20656700.000000 Penalty: 5972.516113
	Iteration 21Q: 3 clusters Score -2.06567e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 167836 members 
Entering Unmasked Estep 
Score: -20656760.000000 Penalty: 5972.516113
	Iteration 22Q: 3 clusters Score -2.065676e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 167873 members 
Entering Unmasked Estep 
Score: -20656786.000000 Penalty: 5972.516113
	Iteration 23Q: 3 clusters Score -2.065679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 167916 members 
Entering Unmasked Estep 
Score: -20656838.000000 Penalty: 5972.516113
	Iteration 24Q: 3 clusters Score -2.065684e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 167960 members 
Entering Unmasked Estep 
Score: -20656898.000000 Penalty: 5972.516113
	Iteration 25Q: 3 clusters Score -2.06569e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 167980 members 
Entering Unmasked Estep 
Score: -20656942.000000 Penalty: 5972.516113
	Iteration 26Q: 3 clusters Score -2.065694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 168002 members 
Entering Unmasked Estep 
Score: -20656918.000000 Penalty: 5972.516113
	Iteration 27Q: 3 clusters Score -2.065692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 168028 members 
Entering Unmasked Estep 
Score: -20656936.000000 Penalty: 5972.516113
	Iteration 28Q: 3 clusters Score -2.065694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -20656948.000000 Penalty: 5972.516113
	Iteration 29Q: 3 clusters Score -2.065695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -20656968.000000 Penalty: 5972.516113
	Iteration 30Q: 3 clusters Score -2.065697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -20656996.000000 Penalty: 5972.516113
	Iteration 31Q: 3 clusters Score -2.0657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -20656994.000000 Penalty: 5972.516113
	Iteration 32Q: 3 clusters Score -2.065699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -20656988.000000 Penalty: 5972.516113
	Iteration 33Q: 3 clusters Score -2.065699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -20657004.000000 Penalty: 5972.516113
	Iteration 34Q: 3 clusters Score -2.0657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 168053 members 
Entering Unmasked Estep 
Score: -20657010.000000 Penalty: 5972.516113
	Iteration 35Q: 3 clusters Score -2.065701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 168053 members 
Entering Unmasked Estep 
Score: -20657010.000000 Penalty: 5972.516113
	Iteration 36F: 3 clusters Score -2.065701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -68792.781250 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -68792.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67255.906250 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -67255.91 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68547.273438 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -68547.27 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69692.226562 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -69692.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70428.992188 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -70428.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70786.679688 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -70786.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71143.890625 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -71143.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71190.289062 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -71190.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71194.906250 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -71194.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71203.468750 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -71203.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71227.695312 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -71227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71238.343750 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -71238.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71255.906250 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -71255.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71270.710938 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -71270.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71282.929688 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -71282.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71310.968750 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -71310.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71324.789062 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -71324.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71353.492188 Penalty: 3281.568359
	Iteration 16F: 3 clusters Score -71353.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71393.257812 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -71393.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71420.335938 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -71420.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71442.296875 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -71442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71446.585938 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -71446.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 44624 members 
Mstep: Class 4 contains 180303 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18001 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11962 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 55699 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 169628 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 17425 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 181997 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 33540 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172373 members 
Entering Unmasked Estep 
Score: -124245176.000000 Penalty: 99613.000000
Splitting cluster 13 changes total score from -124244576.000000 to -124245176.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -620418.000000 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -620418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -615786.812500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -615786.8 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -617001.062500 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -617001.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -617302.312500 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -617302.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -617488.687500 Penalty: 4235.515625
	Iteration 3F: 3 clusters Score -617488.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -617623.687500 Penalty: 4235.515625
	Iteration 4Q: 3 clusters Score -617623.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -617714.250000 Penalty: 4235.515625
	Iteration 5Q: 3 clusters Score -617714.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -617784.750000 Penalty: 4235.515625
	Iteration 6Q: 3 clusters Score -617784.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -617846.000000 Penalty: 4235.515625
	Iteration 7Q: 3 clusters Score -617846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -617892.812500 Penalty: 4235.515625
	Iteration 8Q: 3 clusters Score -617892.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -617933.687500 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -617933.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -617955.375000 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -617955.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -617974.562500 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -617974.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -617990.687500 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -617990.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -618006.750000 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -618006.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -618019.625000 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -618019.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -618033.812500 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -618033.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -618045.812500 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -618045.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -618057.687500 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -618057.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -618064.437500 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -618064.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -618074.625000 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -618074.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -618086.812500 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -618086.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -618102.000000 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -618102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -618116.687500 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -618116.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -618133.562500 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -618133.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -618156.187500 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -618156.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -618189.125000 Penalty: 4235.515625
	Iteration 25Q: 3 clusters Score -618189.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -618221.812500 Penalty: 4235.515625
	Iteration 26Q: 3 clusters Score -618221.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -618246.750000 Penalty: 4235.515625
	Iteration 27Q: 3 clusters Score -618246.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -618274.562500 Penalty: 4235.515625
	Iteration 28Q: 3 clusters Score -618274.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -618308.312500 Penalty: 4235.515625
	Iteration 29Q: 3 clusters Score -618308.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -618337.000000 Penalty: 4235.515625
	Iteration 30Q: 3 clusters Score -618337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -618357.062500 Penalty: 4235.515625
	Iteration 31Q: 3 clusters Score -618357.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -618373.750000 Penalty: 4235.515625
	Iteration 32Q: 3 clusters Score -618373.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -618391.312500 Penalty: 4235.515625
	Iteration 33Q: 3 clusters Score -618391.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -618404.812500 Penalty: 4235.515625
	Iteration 34Q: 3 clusters Score -618404.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -618414.500000 Penalty: 4235.515625
	Iteration 35Q: 3 clusters Score -618414.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -618424.000000 Penalty: 4235.515625
	Iteration 36Q: 3 clusters Score -618424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -618430.375000 Penalty: 4235.515625
	Iteration 37Q: 3 clusters Score -618430.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -618439.750000 Penalty: 4235.515625
	Iteration 38Q: 3 clusters Score -618439.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -618447.562500 Penalty: 4235.515625
	Iteration 39Q: 3 clusters Score -618447.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -618455.687500 Penalty: 4235.515625
	Iteration 40F: 3 clusters Score -618455.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -618465.500000 Penalty: 4235.515625
	Iteration 41Q: 3 clusters Score -618465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -618471.187500 Penalty: 4235.515625
	Iteration 42Q: 3 clusters Score -618471.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -618477.250000 Penalty: 4235.515625
	Iteration 43Q: 3 clusters Score -618477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -618479.187500 Penalty: 4235.515625
	Iteration 44Q: 3 clusters Score -618479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -618484.000000 Penalty: 4235.515625
	Iteration 45Q: 3 clusters Score -618484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -618487.875000 Penalty: 4235.515625
	Iteration 46Q: 3 clusters Score -618487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -618489.687500 Penalty: 4235.515625
	Iteration 47Q: 3 clusters Score -618489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -618491.062500 Penalty: 4235.515625
	Iteration 48Q: 3 clusters Score -618491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -618494.437500 Penalty: 4235.515625
	Iteration 49Q: 3 clusters Score -618494.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -618499.687500 Penalty: 4235.515625
	Iteration 50Q: 3 clusters Score -618499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -618504.312500 Penalty: 4235.515625
	Iteration 51Q: 3 clusters Score -618504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -618508.875000 Penalty: 4235.515625
	Iteration 52Q: 3 clusters Score -618508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -618511.312500 Penalty: 4235.515625
	Iteration 53Q: 3 clusters Score -618511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -618513.750000 Penalty: 4235.515625
	Iteration 54Q: 3 clusters Score -618513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -618515.687500 Penalty: 4235.515625
	Iteration 55Q: 3 clusters Score -618515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -618519.125000 Penalty: 4235.515625
	Iteration 56Q: 3 clusters Score -618519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -618523.937500 Penalty: 4235.515625
	Iteration 57Q: 3 clusters Score -618523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -618531.562500 Penalty: 4235.515625
	Iteration 58Q: 3 clusters Score -618531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -618535.750000 Penalty: 4235.515625
	Iteration 59Q: 3 clusters Score -618535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -618542.000000 Penalty: 4235.515625
	Iteration 60F: 3 clusters Score -618542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -618546.875000 Penalty: 4235.515625
	Iteration 61Q: 3 clusters Score -618546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -618551.187500 Penalty: 4235.515625
	Iteration 62Q: 3 clusters Score -618551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -618555.062500 Penalty: 4235.515625
	Iteration 63Q: 3 clusters Score -618555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -618560.500000 Penalty: 4235.515625
	Iteration 64Q: 3 clusters Score -618560.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -618564.375000 Penalty: 4235.515625
	Iteration 65Q: 3 clusters Score -618564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -618564.625000 Penalty: 4235.515625
	Iteration 66Q: 3 clusters Score -618564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -618565.562500 Penalty: 4235.515625
	Iteration 67Q: 3 clusters Score -618565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -618567.500000 Penalty: 4235.515625
	Iteration 68Q: 3 clusters Score -618567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -618566.375000 Penalty: 4235.515625
	Iteration 69Q: 3 clusters Score -618566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -618566.375000 Penalty: 4235.515625
	Iteration 70F: 3 clusters Score -618566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Entering Unmasked Estep 
Score: -1033582.937500 Penalty: 2246.240723
	Iteration 0F: 2 clusters Score -1033583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1026757.875000 Penalty: 4492.481445
	Iteration 0F: 3 clusters Score -1026758 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1028657.687500 Penalty: 4492.481445
	Iteration 1F: 3 clusters Score -1028658 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1028950.000000 Penalty: 4492.481445
	Iteration 2F: 3 clusters Score -1028950 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1029169.000000 Penalty: 4492.481445
	Iteration 3F: 3 clusters Score -1029169 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1029364.375000 Penalty: 4492.481445
	Iteration 4Q: 3 clusters Score -1029364 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1029561.937500 Penalty: 4492.481445
	Iteration 5Q: 3 clusters Score -1029562 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1029761.750000 Penalty: 4492.481445
	Iteration 6Q: 3 clusters Score -1029762 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1029954.875000 Penalty: 4492.481445
	Iteration 7Q: 3 clusters Score -1029955 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1030144.687500 Penalty: 4492.481445
	Iteration 8Q: 3 clusters Score -1030145 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1030352.562500 Penalty: 4492.481445
	Iteration 9Q: 3 clusters Score -1030353 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1030577.187500 Penalty: 4492.481445
	Iteration 10Q: 3 clusters Score -1030577 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1030801.187500 Penalty: 4492.481445
	Iteration 11Q: 3 clusters Score -1030801 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1031035.625000 Penalty: 4492.481445
	Iteration 12Q: 3 clusters Score -1031036 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1031207.312500 Penalty: 4492.481445
	Iteration 13Q: 3 clusters Score -1031207 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1031349.125000 Penalty: 4492.481445
	Iteration 14Q: 3 clusters Score -1031349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1031468.062500 Penalty: 4492.481445
	Iteration 15Q: 3 clusters Score -1031468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1031575.812500 Penalty: 4492.481445
	Iteration 16Q: 3 clusters Score -1031576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1031657.250000 Penalty: 4492.481445
	Iteration 17Q: 3 clusters Score -1031657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1031713.375000 Penalty: 4492.481445
	Iteration 18Q: 3 clusters Score -1031713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1031757.000000 Penalty: 4492.481445
	Iteration 19Q: 3 clusters Score -1031757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1031781.062500 Penalty: 4492.481445
	Iteration 20F: 3 clusters Score -1031781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1031802.625000 Penalty: 4492.481445
	Iteration 21Q: 3 clusters Score -1031803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1031818.500000 Penalty: 4492.481445
	Iteration 22Q: 3 clusters Score -1031818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1031838.250000 Penalty: 4492.481445
	Iteration 23Q: 3 clusters Score -1031838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1031852.562500 Penalty: 4492.481445
	Iteration 24Q: 3 clusters Score -1031853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1031860.000000 Penalty: 4492.481445
	Iteration 25Q: 3 clusters Score -1031860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1031870.062500 Penalty: 4492.481445
	Iteration 26Q: 3 clusters Score -1031870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1031876.250000 Penalty: 4492.481445
	Iteration 27Q: 3 clusters Score -1031876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1031880.437500 Penalty: 4492.481445
	Iteration 28Q: 3 clusters Score -1031880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1031880.812500 Penalty: 4492.481445
	Iteration 29Q: 3 clusters Score -1031881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1031882.250000 Penalty: 4492.481445
	Iteration 30Q: 3 clusters Score -1031882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1031884.000000 Penalty: 4492.481445
	Iteration 31Q: 3 clusters Score -1031884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1031889.625000 Penalty: 4492.481445
	Iteration 32Q: 3 clusters Score -1031890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1031896.250000 Penalty: 4492.481445
	Iteration 33Q: 3 clusters Score -1031896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1031899.312500 Penalty: 4492.481445
	Iteration 34Q: 3 clusters Score -1031899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1031901.625000 Penalty: 4492.481445
	Iteration 35Q: 3 clusters Score -1031902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1031903.312500 Penalty: 4492.481445
	Iteration 36Q: 3 clusters Score -1031903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1031902.250000 Penalty: 4492.481445
	Iteration 37Q: 3 clusters Score -1031902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1031906.000000 Penalty: 4492.481445
	Iteration 38Q: 3 clusters Score -1031906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1031906.000000 Penalty: 4492.481445
	Iteration 39F: 3 clusters Score -1031906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Entering Unmasked Estep 
Score: -1738931.875000 Penalty: 2376.517334
	Iteration 0F: 2 clusters Score -1738932 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 7267 members 
Entering Unmasked Estep 
Score: -1728455.750000 Penalty: 4753.034668
	Iteration 0F: 3 clusters Score -1728456 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1731745.125000 Penalty: 4753.034668
	Iteration 1F: 3 clusters Score -1731745 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1732177.250000 Penalty: 4753.034668
	Iteration 2F: 3 clusters Score -1732177 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1732591.375000 Penalty: 4753.034668
	Iteration 3F: 3 clusters Score -1732591 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1733035.625000 Penalty: 4753.034668
	Iteration 4F: 3 clusters Score -1733036 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1733515.375000 Penalty: 4753.034668
	Iteration 5F: 3 clusters Score -1733515 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1734001.500000 Penalty: 4753.034668
	Iteration 6F: 3 clusters Score -1734002 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1734499.250000 Penalty: 4753.034668
	Iteration 7F: 3 clusters Score -1734499 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1735050.375000 Penalty: 4753.034668
	Iteration 8F: 3 clusters Score -1735050 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1735454.500000 Penalty: 4753.034668
	Iteration 9Q: 3 clusters Score -1735454 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1735728.875000 Penalty: 4753.034668
	Iteration 10Q: 3 clusters Score -1735729 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1735948.000000 Penalty: 4753.034668
	Iteration 11Q: 3 clusters Score -1735948 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1736170.500000 Penalty: 4753.034668
	Iteration 12Q: 3 clusters Score -1736170 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1736368.750000 Penalty: 4753.034668
	Iteration 13Q: 3 clusters Score -1736369 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1736586.750000 Penalty: 4753.034668
	Iteration 14Q: 3 clusters Score -1736587 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1736791.125000 Penalty: 4753.034668
	Iteration 15Q: 3 clusters Score -1736791 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1736980.500000 Penalty: 4753.034668
	Iteration 16Q: 3 clusters Score -1736980 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1737163.875000 Penalty: 4753.034668
	Iteration 17Q: 3 clusters Score -1737164 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1737328.250000 Penalty: 4753.034668
	Iteration 18Q: 3 clusters Score -1737328 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1737485.875000 Penalty: 4753.034668
	Iteration 19Q: 3 clusters Score -1737486 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1737639.875000 Penalty: 4753.034668
	Iteration 20F: 3 clusters Score -1737640 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1737730.375000 Penalty: 4753.034668
	Iteration 21Q: 3 clusters Score -1737730 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1737803.250000 Penalty: 4753.034668
	Iteration 22Q: 3 clusters Score -1737803 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1737854.625000 Penalty: 4753.034668
	Iteration 23Q: 3 clusters Score -1737855 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1737890.750000 Penalty: 4753.034668
	Iteration 24Q: 3 clusters Score -1737891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1737929.750000 Penalty: 4753.034668
	Iteration 25Q: 3 clusters Score -1737930 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1737965.125000 Penalty: 4753.034668
	Iteration 26Q: 3 clusters Score -1737965 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1738002.250000 Penalty: 4753.034668
	Iteration 27Q: 3 clusters Score -1738002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1738039.500000 Penalty: 4753.034668
	Iteration 28Q: 3 clusters Score -1738040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1738064.250000 Penalty: 4753.034668
	Iteration 29Q: 3 clusters Score -1738064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1738077.000000 Penalty: 4753.034668
	Iteration 30Q: 3 clusters Score -1738077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1738091.625000 Penalty: 4753.034668
	Iteration 31Q: 3 clusters Score -1738092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1738098.875000 Penalty: 4753.034668
	Iteration 32Q: 3 clusters Score -1738099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1738109.875000 Penalty: 4753.034668
	Iteration 33Q: 3 clusters Score -1738110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1738103.875000 Penalty: 4753.034668
	Iteration 34Q: 3 clusters Score -1738104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1738105.750000 Penalty: 4753.034668
	Iteration 35Q: 3 clusters Score -1738106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1738119.125000 Penalty: 4753.034668
	Iteration 36Q: 3 clusters Score -1738119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1738122.125000 Penalty: 4753.034668
	Iteration 37Q: 3 clusters Score -1738122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1738119.125000 Penalty: 4753.034668
	Iteration 38Q: 3 clusters Score -1738119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1738122.750000 Penalty: 4753.034668
	Iteration 39Q: 3 clusters Score -1738123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1738128.875000 Penalty: 4753.034668
	Iteration 40F: 3 clusters Score -1738129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1738127.375000 Penalty: 4753.034668
	Iteration 41Q: 3 clusters Score -1738127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1738130.750000 Penalty: 4753.034668
	Iteration 42Q: 3 clusters Score -1738131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1738132.875000 Penalty: 4753.034668
	Iteration 43Q: 3 clusters Score -1738133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1738132.250000 Penalty: 4753.034668
	Iteration 44Q: 3 clusters Score -1738132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1738133.625000 Penalty: 4753.034668
	Iteration 45Q: 3 clusters Score -1738134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1738137.375000 Penalty: 4753.034668
	Iteration 46Q: 3 clusters Score -1738137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1738139.250000 Penalty: 4753.034668
	Iteration 47Q: 3 clusters Score -1738139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1738141.500000 Penalty: 4753.034668
	Iteration 48Q: 3 clusters Score -1738142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1738142.750000 Penalty: 4753.034668
	Iteration 49Q: 3 clusters Score -1738143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1738142.625000 Penalty: 4753.034668
	Iteration 50Q: 3 clusters Score -1738143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1738148.125000 Penalty: 4753.034668
	Iteration 51Q: 3 clusters Score -1738148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1738154.000000 Penalty: 4753.034668
	Iteration 52Q: 3 clusters Score -1738154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1738151.750000 Penalty: 4753.034668
	Iteration 53Q: 3 clusters Score -1738152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1738155.625000 Penalty: 4753.034668
	Iteration 54Q: 3 clusters Score -1738156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1738158.625000 Penalty: 4753.034668
	Iteration 55Q: 3 clusters Score -1738159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1738161.125000 Penalty: 4753.034668
	Iteration 56Q: 3 clusters Score -1738161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1738165.125000 Penalty: 4753.034668
	Iteration 57Q: 3 clusters Score -1738165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1738165.250000 Penalty: 4753.034668
	Iteration 58Q: 3 clusters Score -1738165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1738163.625000 Penalty: 4753.034668
	Iteration 59Q: 3 clusters Score -1738164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1738164.500000 Penalty: 4753.034668
	Iteration 60F: 3 clusters Score -1738164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1738169.000000 Penalty: 4753.034668
	Iteration 61Q: 3 clusters Score -1738169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1738171.125000 Penalty: 4753.034668
	Iteration 62Q: 3 clusters Score -1738171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1738169.250000 Penalty: 4753.034668
	Iteration 63Q: 3 clusters Score -1738169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1738171.875000 Penalty: 4753.034668
	Iteration 64Q: 3 clusters Score -1738172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1738175.625000 Penalty: 4753.034668
	Iteration 65Q: 3 clusters Score -1738176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1738172.875000 Penalty: 4753.034668
	Iteration 66Q: 3 clusters Score -1738173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1738175.750000 Penalty: 4753.034668
	Iteration 67Q: 3 clusters Score -1738176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1738177.000000 Penalty: 4753.034668
	Iteration 68Q: 3 clusters Score -1738177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1738174.750000 Penalty: 4753.034668
	Iteration 69Q: 3 clusters Score -1738175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1738173.500000 Penalty: 4753.034668
	Iteration 70Q: 3 clusters Score -1738174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1738175.000000 Penalty: 4753.034668
	Iteration 71Q: 3 clusters Score -1738175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1738175.750000 Penalty: 4753.034668
	Iteration 72Q: 3 clusters Score -1738176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1738175.750000 Penalty: 4753.034668
	Iteration 73F: 3 clusters Score -1738176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Entering Unmasked Estep 
Score: -2079585.375000 Penalty: 2421.884033
	Iteration 0F: 2 clusters Score -2079585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2067130.250000 Penalty: 4843.768066
	Iteration 0F: 3 clusters Score -2067130 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2071067.750000 Penalty: 4843.768066
	Iteration 1F: 3 clusters Score -2071068 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2071472.000000 Penalty: 4843.768066
	Iteration 2F: 3 clusters Score -2071472 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2071838.125000 Penalty: 4843.768066
	Iteration 3Q: 3 clusters Score -2071838 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2072199.500000 Penalty: 4843.768066
	Iteration 4Q: 3 clusters Score -2072200 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2072562.000000 Penalty: 4843.768066
	Iteration 5Q: 3 clusters Score -2072562 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2073015.500000 Penalty: 4843.768066
	Iteration 6Q: 3 clusters Score -2073016 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2073574.125000 Penalty: 4843.768066
	Iteration 7F: 3 clusters Score -2073574 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2074240.750000 Penalty: 4843.768066
	Iteration 8F: 3 clusters Score -2074241 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2074956.250000 Penalty: 4843.768066
	Iteration 9F: 3 clusters Score -2074956 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2075673.000000 Penalty: 4843.768066
	Iteration 10F: 3 clusters Score -2075673 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2076383.500000 Penalty: 4843.768066
	Iteration 11Q: 3 clusters Score -2076384 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2076940.875000 Penalty: 4843.768066
	Iteration 12Q: 3 clusters Score -2076941 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2077366.500000 Penalty: 4843.768066
	Iteration 13Q: 3 clusters Score -2077366 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2077666.125000 Penalty: 4843.768066
	Iteration 14Q: 3 clusters Score -2077666 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2077832.625000 Penalty: 4843.768066
	Iteration 15Q: 3 clusters Score -2077833 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2077940.875000 Penalty: 4843.768066
	Iteration 16Q: 3 clusters Score -2077941 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2078006.500000 Penalty: 4843.768066
	Iteration 17Q: 3 clusters Score -2078006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2078051.750000 Penalty: 4843.768066
	Iteration 18Q: 3 clusters Score -2078052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2078072.250000 Penalty: 4843.768066
	Iteration 19Q: 3 clusters Score -2078072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2078079.750000 Penalty: 4843.768066
	Iteration 20F: 3 clusters Score -2078080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2078100.875000 Penalty: 4843.768066
	Iteration 21Q: 3 clusters Score -2078101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2078108.500000 Penalty: 4843.768066
	Iteration 22Q: 3 clusters Score -2078108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2078124.000000 Penalty: 4843.768066
	Iteration 23Q: 3 clusters Score -2078124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2078129.625000 Penalty: 4843.768066
	Iteration 24Q: 3 clusters Score -2078130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2078142.000000 Penalty: 4843.768066
	Iteration 25Q: 3 clusters Score -2078142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2078142.250000 Penalty: 4843.768066
	Iteration 26Q: 3 clusters Score -2078142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2078159.250000 Penalty: 4843.768066
	Iteration 27Q: 3 clusters Score -2078159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2078175.875000 Penalty: 4843.768066
	Iteration 28Q: 3 clusters Score -2078176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2078194.375000 Penalty: 4843.768066
	Iteration 29Q: 3 clusters Score -2078194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2078203.500000 Penalty: 4843.768066
	Iteration 30Q: 3 clusters Score -2078204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2078211.500000 Penalty: 4843.768066
	Iteration 31Q: 3 clusters Score -2078212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2078231.125000 Penalty: 4843.768066
	Iteration 32Q: 3 clusters Score -2078231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2078246.625000 Penalty: 4843.768066
	Iteration 33Q: 3 clusters Score -2078247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2078261.750000 Penalty: 4843.768066
	Iteration 34Q: 3 clusters Score -2078262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2078270.875000 Penalty: 4843.768066
	Iteration 35Q: 3 clusters Score -2078271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2078282.625000 Penalty: 4843.768066
	Iteration 36Q: 3 clusters Score -2078283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2078288.875000 Penalty: 4843.768066
	Iteration 37Q: 3 clusters Score -2078289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2078291.750000 Penalty: 4843.768066
	Iteration 38Q: 3 clusters Score -2078292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2078295.750000 Penalty: 4843.768066
	Iteration 39Q: 3 clusters Score -2078296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2078295.875000 Penalty: 4843.768066
	Iteration 40F: 3 clusters Score -2078296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2078296.125000 Penalty: 4843.768066
	Iteration 41Q: 3 clusters Score -2078296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2078297.375000 Penalty: 4843.768066
	Iteration 42Q: 3 clusters Score -2078297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2078298.125000 Penalty: 4843.768066
	Iteration 43Q: 3 clusters Score -2078298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2078301.250000 Penalty: 4843.768066
	Iteration 44Q: 3 clusters Score -2078301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2078300.000000 Penalty: 4843.768066
	Iteration 45Q: 3 clusters Score -2078300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2078300.000000 Penalty: 4843.768066
	Iteration 46F: 3 clusters Score -2078300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Entering Unmasked Estep 
Score: -402508.843750 Penalty: 2023.808594
	Iteration 0F: 2 clusters Score -402508.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -398952.312500 Penalty: 4047.617188
	Iteration 0F: 3 clusters Score -398952.3 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -399681.312500 Penalty: 4047.617188
	Iteration 1F: 3 clusters Score -399681.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -399859.156250 Penalty: 4047.617188
	Iteration 2F: 3 clusters Score -399859.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -399956.750000 Penalty: 4047.617188
	Iteration 3Q: 3 clusters Score -399956.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -400033.187500 Penalty: 4047.617188
	Iteration 4Q: 3 clusters Score -400033.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -400076.156250 Penalty: 4047.617188
	Iteration 5Q: 3 clusters Score -400076.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -400108.312500 Penalty: 4047.617188
	Iteration 6Q: 3 clusters Score -400108.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -400137.343750 Penalty: 4047.617188
	Iteration 7Q: 3 clusters Score -400137.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -400163.406250 Penalty: 4047.617188
	Iteration 8Q: 3 clusters Score -400163.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -400191.000000 Penalty: 4047.617188
	Iteration 9Q: 3 clusters Score -400191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -400222.656250 Penalty: 4047.617188
	Iteration 10Q: 3 clusters Score -400222.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -400252.187500 Penalty: 4047.617188
	Iteration 11Q: 3 clusters Score -400252.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -400276.406250 Penalty: 4047.617188
	Iteration 12Q: 3 clusters Score -400276.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -400297.343750 Penalty: 4047.617188
	Iteration 13Q: 3 clusters Score -400297.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -400317.250000 Penalty: 4047.617188
	Iteration 14Q: 3 clusters Score -400317.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -400337.812500 Penalty: 4047.617188
	Iteration 15Q: 3 clusters Score -400337.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -400361.375000 Penalty: 4047.617188
	Iteration 16Q: 3 clusters Score -400361.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -400393.968750 Penalty: 4047.617188
	Iteration 17Q: 3 clusters Score -400394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -400430.687500 Penalty: 4047.617188
	Iteration 18Q: 3 clusters Score -400430.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -400483.125000 Penalty: 4047.617188
	Iteration 19Q: 3 clusters Score -400483.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -400538.250000 Penalty: 4047.617188
	Iteration 20F: 3 clusters Score -400538.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -400596.062500 Penalty: 4047.617188
	Iteration 21Q: 3 clusters Score -400596.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -400651.375000 Penalty: 4047.617188
	Iteration 22Q: 3 clusters Score -400651.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -400694.000000 Penalty: 4047.617188
	Iteration 23Q: 3 clusters Score -400694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -400733.375000 Penalty: 4047.617188
	Iteration 24Q: 3 clusters Score -400733.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -400768.062500 Penalty: 4047.617188
	Iteration 25Q: 3 clusters Score -400768.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -400801.218750 Penalty: 4047.617188
	Iteration 26Q: 3 clusters Score -400801.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -400830.968750 Penalty: 4047.617188
	Iteration 27Q: 3 clusters Score -400831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -400852.031250 Penalty: 4047.617188
	Iteration 28Q: 3 clusters Score -400852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -400871.125000 Penalty: 4047.617188
	Iteration 29Q: 3 clusters Score -400871.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -400897.000000 Penalty: 4047.617188
	Iteration 30Q: 3 clusters Score -400897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -400927.593750 Penalty: 4047.617188
	Iteration 31Q: 3 clusters Score -400927.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -400957.437500 Penalty: 4047.617188
	Iteration 32Q: 3 clusters Score -400957.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -400979.218750 Penalty: 4047.617188
	Iteration 33Q: 3 clusters Score -400979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -400994.531250 Penalty: 4047.617188
	Iteration 34Q: 3 clusters Score -400994.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -401009.500000 Penalty: 4047.617188
	Iteration 35Q: 3 clusters Score -401009.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -401022.656250 Penalty: 4047.617188
	Iteration 36Q: 3 clusters Score -401022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -401031.781250 Penalty: 4047.617188
	Iteration 37Q: 3 clusters Score -401031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -401038.312500 Penalty: 4047.617188
	Iteration 38Q: 3 clusters Score -401038.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -401043.437500 Penalty: 4047.617188
	Iteration 39Q: 3 clusters Score -401043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -401046.156250 Penalty: 4047.617188
	Iteration 40F: 3 clusters Score -401046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -401048.343750 Penalty: 4047.617188
	Iteration 41Q: 3 clusters Score -401048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -401049.718750 Penalty: 4047.617188
	Iteration 42Q: 3 clusters Score -401049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -401049.625000 Penalty: 4047.617188
	Iteration 43Q: 3 clusters Score -401049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -401049.625000 Penalty: 4047.617188
	Iteration 44F: 3 clusters Score -401049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -446294.156250 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -446294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -442517.687500 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -442517.7 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -443626.250000 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -443626.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -444031.062500 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -444031.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -444323.968750 Penalty: 4105.722168
	Iteration 3F: 3 clusters Score -444324 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -444555.812500 Penalty: 4105.722168
	Iteration 4F: 3 clusters Score -444555.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -444697.468750 Penalty: 4105.722168
	Iteration 5Q: 3 clusters Score -444697.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -444778.718750 Penalty: 4105.722168
	Iteration 6Q: 3 clusters Score -444778.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -444841.562500 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -444841.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -444886.625000 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -444886.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -444923.500000 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -444923.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -444958.375000 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -444958.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -444985.250000 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -444985.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -445004.875000 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -445004.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -445028.562500 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -445028.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -445050.968750 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -445051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -445076.593750 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -445076.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -445111.656250 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -445111.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -445171.781250 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -445171.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -445207.156250 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -445207.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -445234.562500 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -445234.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -445253.718750 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -445253.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -445268.968750 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -445269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -445282.937500 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -445282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -445291.093750 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -445291.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -445297.625000 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -445297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -445305.281250 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -445305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -445310.312500 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -445310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -445312.718750 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -445312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -445315.187500 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -445315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -445317.593750 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -445317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -445320.000000 Penalty: 4105.722168
	Iteration 30Q: 3 clusters Score -445320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -445320.312500 Penalty: 4105.722168
	Iteration 31Q: 3 clusters Score -445320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -445322.062500 Penalty: 4105.722168
	Iteration 32Q: 3 clusters Score -445322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -445322.343750 Penalty: 4105.722168
	Iteration 33Q: 3 clusters Score -445322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -445324.406250 Penalty: 4105.722168
	Iteration 34Q: 3 clusters Score -445324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -445325.562500 Penalty: 4105.722168
	Iteration 35Q: 3 clusters Score -445325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -445326.593750 Penalty: 4105.722168
	Iteration 36Q: 3 clusters Score -445326.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -445330.062500 Penalty: 4105.722168
	Iteration 37Q: 3 clusters Score -445330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -445331.687500 Penalty: 4105.722168
	Iteration 38Q: 3 clusters Score -445331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -445334.093750 Penalty: 4105.722168
	Iteration 39Q: 3 clusters Score -445334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -445335.843750 Penalty: 4105.722168
	Iteration 40F: 3 clusters Score -445335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -445336.687500 Penalty: 4105.722168
	Iteration 41Q: 3 clusters Score -445336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -445338.437500 Penalty: 4105.722168
	Iteration 42Q: 3 clusters Score -445338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -445340.468750 Penalty: 4105.722168
	Iteration 43Q: 3 clusters Score -445340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -445342.625000 Penalty: 4105.722168
	Iteration 44Q: 3 clusters Score -445342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -445346.968750 Penalty: 4105.722168
	Iteration 45Q: 3 clusters Score -445347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -445351.437500 Penalty: 4105.722168
	Iteration 46Q: 3 clusters Score -445351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -445355.906250 Penalty: 4105.722168
	Iteration 47Q: 3 clusters Score -445355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -445360.562500 Penalty: 4105.722168
	Iteration 48Q: 3 clusters Score -445360.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -445364.906250 Penalty: 4105.722168
	Iteration 49Q: 3 clusters Score -445364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -445367.062500 Penalty: 4105.722168
	Iteration 50Q: 3 clusters Score -445367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -445368.718750 Penalty: 4105.722168
	Iteration 51Q: 3 clusters Score -445368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -445369.562500 Penalty: 4105.722168
	Iteration 52Q: 3 clusters Score -445369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -445370.218750 Penalty: 4105.722168
	Iteration 53Q: 3 clusters Score -445370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -445370.437500 Penalty: 4105.722168
	Iteration 54Q: 3 clusters Score -445370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -445371.312500 Penalty: 4105.722168
	Iteration 55Q: 3 clusters Score -445371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -445371.750000 Penalty: 4105.722168
	Iteration 56Q: 3 clusters Score -445371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -445372.937500 Penalty: 4105.722168
	Iteration 57Q: 3 clusters Score -445372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -445374.375000 Penalty: 4105.722168
	Iteration 58Q: 3 clusters Score -445374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -445375.437500 Penalty: 4105.722168
	Iteration 59Q: 3 clusters Score -445375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -445378.406250 Penalty: 4105.722168
	Iteration 60F: 3 clusters Score -445378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -445380.968750 Penalty: 4105.722168
	Iteration 61Q: 3 clusters Score -445381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -445381.531250 Penalty: 4105.722168
	Iteration 62Q: 3 clusters Score -445381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -445385.187500 Penalty: 4105.722168
	Iteration 63Q: 3 clusters Score -445385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -445388.687500 Penalty: 4105.722168
	Iteration 64Q: 3 clusters Score -445388.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -445391.187500 Penalty: 4105.722168
	Iteration 65Q: 3 clusters Score -445391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -445393.343750 Penalty: 4105.722168
	Iteration 66Q: 3 clusters Score -445393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -445394.937500 Penalty: 4105.722168
	Iteration 67Q: 3 clusters Score -445394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -445396.343750 Penalty: 4105.722168
	Iteration 68Q: 3 clusters Score -445396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -445396.031250 Penalty: 4105.722168
	Iteration 69Q: 3 clusters Score -445396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -445396.781250 Penalty: 4105.722168
	Iteration 70Q: 3 clusters Score -445396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -445398.312500 Penalty: 4105.722168
	Iteration 71Q: 3 clusters Score -445398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -445398.312500 Penalty: 4105.722168
	Iteration 72Q: 3 clusters Score -445398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -445398.218750 Penalty: 4105.722168
	Iteration 73Q: 3 clusters Score -445398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -445398.593750 Penalty: 4105.722168
	Iteration 74Q: 3 clusters Score -445398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -445399.125000 Penalty: 4105.722168
	Iteration 75Q: 3 clusters Score -445399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -445399.562500 Penalty: 4105.722168
	Iteration 76Q: 3 clusters Score -445399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -445400.343750 Penalty: 4105.722168
	Iteration 77Q: 3 clusters Score -445400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -445401.031250 Penalty: 4105.722168
	Iteration 78Q: 3 clusters Score -445401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -445403.250000 Penalty: 4105.722168
	Iteration 79Q: 3 clusters Score -445403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -445404.468750 Penalty: 4105.722168
	Iteration 80F: 3 clusters Score -445404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -445406.750000 Penalty: 4105.722168
	Iteration 81Q: 3 clusters Score -445406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -445406.437500 Penalty: 4105.722168
	Iteration 82Q: 3 clusters Score -445406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -445406.593750 Penalty: 4105.722168
	Iteration 83Q: 3 clusters Score -445406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -445406.593750 Penalty: 4105.722168
	Iteration 84F: 3 clusters Score -445406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -354899.968750 Penalty: 1972.771362
	Iteration 0F: 2 clusters Score -354900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -351739.937500 Penalty: 3945.542725
	Iteration 0F: 3 clusters Score -351739.9 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -352384.968750 Penalty: 3945.542725
	Iteration 1F: 3 clusters Score -352385 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -352516.500000 Penalty: 3945.542725
	Iteration 2F: 3 clusters Score -352516.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -352573.906250 Penalty: 3945.542725
	Iteration 3Q: 3 clusters Score -352573.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -352605.093750 Penalty: 3945.542725
	Iteration 4Q: 3 clusters Score -352605.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -352630.406250 Penalty: 3945.542725
	Iteration 5Q: 3 clusters Score -352630.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352642.250000 Penalty: 3945.542725
	Iteration 6Q: 3 clusters Score -352642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352653.062500 Penalty: 3945.542725
	Iteration 7Q: 3 clusters Score -352653.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -352665.468750 Penalty: 3945.542725
	Iteration 8Q: 3 clusters Score -352665.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -352677.156250 Penalty: 3945.542725
	Iteration 9Q: 3 clusters Score -352677.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -352685.500000 Penalty: 3945.542725
	Iteration 10Q: 3 clusters Score -352685.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -352694.250000 Penalty: 3945.542725
	Iteration 11Q: 3 clusters Score -352694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -352702.218750 Penalty: 3945.542725
	Iteration 12Q: 3 clusters Score -352702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -352708.656250 Penalty: 3945.542725
	Iteration 13Q: 3 clusters Score -352708.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -352716.843750 Penalty: 3945.542725
	Iteration 14Q: 3 clusters Score -352716.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -352727.031250 Penalty: 3945.542725
	Iteration 15Q: 3 clusters Score -352727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -352736.062500 Penalty: 3945.542725
	Iteration 16Q: 3 clusters Score -352736.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352741.437500 Penalty: 3945.542725
	Iteration 17Q: 3 clusters Score -352741.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -352749.156250 Penalty: 3945.542725
	Iteration 18Q: 3 clusters Score -352749.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -352758.062500 Penalty: 3945.542725
	Iteration 19Q: 3 clusters Score -352758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -352764.250000 Penalty: 3945.542725
	Iteration 20F: 3 clusters Score -352764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -352767.250000 Penalty: 3945.542725
	Iteration 21Q: 3 clusters Score -352767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -352770.187500 Penalty: 3945.542725
	Iteration 22Q: 3 clusters Score -352770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -352771.500000 Penalty: 3945.542725
	Iteration 23Q: 3 clusters Score -352771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -352772.500000 Penalty: 3945.542725
	Iteration 24Q: 3 clusters Score -352772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -352775.000000 Penalty: 3945.542725
	Iteration 25Q: 3 clusters Score -352775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -352777.093750 Penalty: 3945.542725
	Iteration 26Q: 3 clusters Score -352777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -352778.531250 Penalty: 3945.542725
	Iteration 27Q: 3 clusters Score -352778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -352779.875000 Penalty: 3945.542725
	Iteration 28Q: 3 clusters Score -352779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -352781.718750 Penalty: 3945.542725
	Iteration 29Q: 3 clusters Score -352781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -352782.687500 Penalty: 3945.542725
	Iteration 30Q: 3 clusters Score -352782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -352783.250000 Penalty: 3945.542725
	Iteration 31Q: 3 clusters Score -352783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -352784.656250 Penalty: 3945.542725
	Iteration 32Q: 3 clusters Score -352784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -352786.093750 Penalty: 3945.542725
	Iteration 33Q: 3 clusters Score -352786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -352788.125000 Penalty: 3945.542725
	Iteration 34Q: 3 clusters Score -352788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -352789.437500 Penalty: 3945.542725
	Iteration 35Q: 3 clusters Score -352789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -352789.437500 Penalty: 3945.542725
	Iteration 36F: 3 clusters Score -352789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Entering Unmasked Estep 
Score: -1531659.750000 Penalty: 2342.658203
	Iteration 0F: 2 clusters Score -1531660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1522384.625000 Penalty: 4685.316406
	Iteration 0F: 3 clusters Score -1522385 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1525136.125000 Penalty: 4685.316406
	Iteration 1F: 3 clusters Score -1525136 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1525461.250000 Penalty: 4685.316406
	Iteration 2F: 3 clusters Score -1525461 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1525705.750000 Penalty: 4685.316406
	Iteration 3Q: 3 clusters Score -1525706 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1525927.750000 Penalty: 4685.316406
	Iteration 4Q: 3 clusters Score -1525928 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1526097.125000 Penalty: 4685.316406
	Iteration 5Q: 3 clusters Score -1526097 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1526269.750000 Penalty: 4685.316406
	Iteration 6Q: 3 clusters Score -1526270 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1526417.000000 Penalty: 4685.316406
	Iteration 7Q: 3 clusters Score -1526417 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1526559.875000 Penalty: 4685.316406
	Iteration 8Q: 3 clusters Score -1526560 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1526676.125000 Penalty: 4685.316406
	Iteration 9Q: 3 clusters Score -1526676 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1526780.625000 Penalty: 4685.316406
	Iteration 10Q: 3 clusters Score -1526781 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1526862.000000 Penalty: 4685.316406
	Iteration 11Q: 3 clusters Score -1526862 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1526936.250000 Penalty: 4685.316406
	Iteration 12Q: 3 clusters Score -1526936 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1527010.125000 Penalty: 4685.316406
	Iteration 13Q: 3 clusters Score -1527010 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1527069.250000 Penalty: 4685.316406
	Iteration 14Q: 3 clusters Score -1527069 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1527126.250000 Penalty: 4685.316406
	Iteration 15Q: 3 clusters Score -1527126 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1527197.375000 Penalty: 4685.316406
	Iteration 16Q: 3 clusters Score -1527197 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1527242.000000 Penalty: 4685.316406
	Iteration 17Q: 3 clusters Score -1527242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1527311.375000 Penalty: 4685.316406
	Iteration 18Q: 3 clusters Score -1527311 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1527373.000000 Penalty: 4685.316406
	Iteration 19Q: 3 clusters Score -1527373 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1527429.250000 Penalty: 4685.316406
	Iteration 20F: 3 clusters Score -1527429 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1527502.875000 Penalty: 4685.316406
	Iteration 21Q: 3 clusters Score -1527503 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1527583.750000 Penalty: 4685.316406
	Iteration 22Q: 3 clusters Score -1527584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1527661.125000 Penalty: 4685.316406
	Iteration 23Q: 3 clusters Score -1527661 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1527761.500000 Penalty: 4685.316406
	Iteration 24Q: 3 clusters Score -1527762 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1527861.250000 Penalty: 4685.316406
	Iteration 25Q: 3 clusters Score -1527861 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1527970.875000 Penalty: 4685.316406
	Iteration 26Q: 3 clusters Score -1527971 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1528108.125000 Penalty: 4685.316406
	Iteration 27Q: 3 clusters Score -1528108 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1528254.250000 Penalty: 4685.316406
	Iteration 28Q: 3 clusters Score -1528254 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1528399.000000 Penalty: 4685.316406
	Iteration 29Q: 3 clusters Score -1528399 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1528566.875000 Penalty: 4685.316406
	Iteration 30Q: 3 clusters Score -1528567 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1528700.250000 Penalty: 4685.316406
	Iteration 31Q: 3 clusters Score -1528700 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1528830.875000 Penalty: 4685.316406
	Iteration 32Q: 3 clusters Score -1528831 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1528943.500000 Penalty: 4685.316406
	Iteration 33Q: 3 clusters Score -1528944 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1529034.125000 Penalty: 4685.316406
	Iteration 34Q: 3 clusters Score -1529034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1529130.875000 Penalty: 4685.316406
	Iteration 35Q: 3 clusters Score -1529131 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1529212.875000 Penalty: 4685.316406
	Iteration 36Q: 3 clusters Score -1529213 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1529284.875000 Penalty: 4685.316406
	Iteration 37Q: 3 clusters Score -1529285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1529341.000000 Penalty: 4685.316406
	Iteration 38Q: 3 clusters Score -1529341 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1529392.375000 Penalty: 4685.316406
	Iteration 39Q: 3 clusters Score -1529392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1529448.125000 Penalty: 4685.316406
	Iteration 40F: 3 clusters Score -1529448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1529491.500000 Penalty: 4685.316406
	Iteration 41Q: 3 clusters Score -1529492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1529513.500000 Penalty: 4685.316406
	Iteration 42Q: 3 clusters Score -1529514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1529528.000000 Penalty: 4685.316406
	Iteration 43Q: 3 clusters Score -1529528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1529544.375000 Penalty: 4685.316406
	Iteration 44Q: 3 clusters Score -1529544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1529564.500000 Penalty: 4685.316406
	Iteration 45Q: 3 clusters Score -1529564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1529574.000000 Penalty: 4685.316406
	Iteration 46Q: 3 clusters Score -1529574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1529582.500000 Penalty: 4685.316406
	Iteration 47Q: 3 clusters Score -1529582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1529590.250000 Penalty: 4685.316406
	Iteration 48Q: 3 clusters Score -1529590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1529603.125000 Penalty: 4685.316406
	Iteration 49Q: 3 clusters Score -1529603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1529617.500000 Penalty: 4685.316406
	Iteration 50Q: 3 clusters Score -1529618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1529625.750000 Penalty: 4685.316406
	Iteration 51Q: 3 clusters Score -1529626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1529633.500000 Penalty: 4685.316406
	Iteration 52Q: 3 clusters Score -1529634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1529642.000000 Penalty: 4685.316406
	Iteration 53Q: 3 clusters Score -1529642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1529648.625000 Penalty: 4685.316406
	Iteration 54Q: 3 clusters Score -1529649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1529656.625000 Penalty: 4685.316406
	Iteration 55Q: 3 clusters Score -1529657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1529662.000000 Penalty: 4685.316406
	Iteration 56Q: 3 clusters Score -1529662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1529670.250000 Penalty: 4685.316406
	Iteration 57Q: 3 clusters Score -1529670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1529673.375000 Penalty: 4685.316406
	Iteration 58Q: 3 clusters Score -1529673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1529677.875000 Penalty: 4685.316406
	Iteration 59Q: 3 clusters Score -1529678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1529678.500000 Penalty: 4685.316406
	Iteration 60F: 3 clusters Score -1529678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1529685.750000 Penalty: 4685.316406
	Iteration 61Q: 3 clusters Score -1529686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1529685.750000 Penalty: 4685.316406
	Iteration 62Q: 3 clusters Score -1529686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1529685.750000 Penalty: 4685.316406
	Iteration 63F: 3 clusters Score -1529686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -1203550.875000 Penalty: 2279.962646
	Iteration 0F: 2 clusters Score -1203551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1195981.625000 Penalty: 4559.925293
	Iteration 0F: 3 clusters Score -1195982 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1198220.000000 Penalty: 4559.925293
	Iteration 1F: 3 clusters Score -1198220 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1198501.375000 Penalty: 4559.925293
	Iteration 2F: 3 clusters Score -1198501 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1198727.375000 Penalty: 4559.925293
	Iteration 3Q: 3 clusters Score -1198727 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1198936.375000 Penalty: 4559.925293
	Iteration 4Q: 3 clusters Score -1198936 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1199188.625000 Penalty: 4559.925293
	Iteration 5Q: 3 clusters Score -1199189 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1199514.375000 Penalty: 4559.925293
	Iteration 6Q: 3 clusters Score -1199514 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1199932.250000 Penalty: 4559.925293
	Iteration 7F: 3 clusters Score -1199932 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1200438.875000 Penalty: 4559.925293
	Iteration 8F: 3 clusters Score -1200439 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1200833.500000 Penalty: 4559.925293
	Iteration 9Q: 3 clusters Score -1200834 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1201168.375000 Penalty: 4559.925293
	Iteration 10Q: 3 clusters Score -1201168 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1201400.125000 Penalty: 4559.925293
	Iteration 11Q: 3 clusters Score -1201400 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1201557.000000 Penalty: 4559.925293
	Iteration 12Q: 3 clusters Score -1201557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1201650.375000 Penalty: 4559.925293
	Iteration 13Q: 3 clusters Score -1201650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1201697.625000 Penalty: 4559.925293
	Iteration 14Q: 3 clusters Score -1201698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1201728.625000 Penalty: 4559.925293
	Iteration 15Q: 3 clusters Score -1201729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1201747.875000 Penalty: 4559.925293
	Iteration 16Q: 3 clusters Score -1201748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1201766.750000 Penalty: 4559.925293
	Iteration 17Q: 3 clusters Score -1201767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1201775.875000 Penalty: 4559.925293
	Iteration 18Q: 3 clusters Score -1201776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1201782.750000 Penalty: 4559.925293
	Iteration 19Q: 3 clusters Score -1201783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1201796.625000 Penalty: 4559.925293
	Iteration 20F: 3 clusters Score -1201797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1201801.875000 Penalty: 4559.925293
	Iteration 21Q: 3 clusters Score -1201802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1201803.250000 Penalty: 4559.925293
	Iteration 22Q: 3 clusters Score -1201803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1201804.750000 Penalty: 4559.925293
	Iteration 23Q: 3 clusters Score -1201805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1201804.750000 Penalty: 4559.925293
	Iteration 24F: 3 clusters Score -1201805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (181997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Entering Unmasked Estep 
Score: -22546592.000000 Penalty: 3003.712891
	Iteration 0F: 2 clusters Score -2.254659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -22427774.000000 Penalty: 6007.425781
	Iteration 0F: 3 clusters Score -2.242777e+07 nChanged 87585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -22478820.000000 Penalty: 6007.425781
	Iteration 1F: 3 clusters Score -2.247882e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -22480582.000000 Penalty: 6007.425781
	Iteration 2Q: 3 clusters Score -2.248058e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -22482926.000000 Penalty: 6007.425781
	Iteration 3Q: 3 clusters Score -2.248293e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -22486152.000000 Penalty: 6007.425781
	Iteration 4Q: 3 clusters Score -2.248615e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -22491400.000000 Penalty: 6007.425781
	Iteration 5F: 3 clusters Score -2.24914e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -22497448.000000 Penalty: 6007.425781
	Iteration 6F: 3 clusters Score -2.249745e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -22502768.000000 Penalty: 6007.425781
	Iteration 7F: 3 clusters Score -2.250277e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -22506666.000000 Penalty: 6007.425781
	Iteration 8F: 3 clusters Score -2.250667e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -22509048.000000 Penalty: 6007.425781
	Iteration 9Q: 3 clusters Score -2.250905e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -22510366.000000 Penalty: 6007.425781
	Iteration 10Q: 3 clusters Score -2.251037e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93170 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -22511002.000000 Penalty: 6007.425781
	Iteration 11Q: 3 clusters Score -2.2511e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -22511632.000000 Penalty: 6007.425781
	Iteration 12Q: 3 clusters Score -2.251163e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -22511974.000000 Penalty: 6007.425781
	Iteration 13Q: 3 clusters Score -2.251197e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -22512236.000000 Penalty: 6007.425781
	Iteration 14Q: 3 clusters Score -2.251224e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -22512842.000000 Penalty: 6007.425781
	Iteration 15Q: 3 clusters Score -2.251284e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -22513646.000000 Penalty: 6007.425781
	Iteration 16Q: 3 clusters Score -2.251365e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -22514538.000000 Penalty: 6007.425781
	Iteration 17Q: 3 clusters Score -2.251454e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 109911 members 
Entering Unmasked Estep 
Score: -22515738.000000 Penalty: 6007.425781
	Iteration 18Q: 3 clusters Score -2.251574e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 115658 members 
Entering Unmasked Estep 
Score: -22517480.000000 Penalty: 6007.425781
	Iteration 19Q: 3 clusters Score -2.251748e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 122112 members 
Entering Unmasked Estep 
Score: -22519828.000000 Penalty: 6007.425781
	Iteration 20F: 3 clusters Score -2.251983e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -22522670.000000 Penalty: 6007.425781
	Iteration 21Q: 3 clusters Score -2.252267e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -22526478.000000 Penalty: 6007.425781
	Iteration 22Q: 3 clusters Score -2.252648e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 145085 members 
Entering Unmasked Estep 
Score: -22530082.000000 Penalty: 6007.425781
	Iteration 23Q: 3 clusters Score -2.253008e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -22533798.000000 Penalty: 6007.425781
	Iteration 24Q: 3 clusters Score -2.25338e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 159649 members 
Entering Unmasked Estep 
Score: -22537220.000000 Penalty: 6007.425781
	Iteration 25Q: 3 clusters Score -2.253722e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -22539706.000000 Penalty: 6007.425781
	Iteration 26Q: 3 clusters Score -2.253971e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 169659 members 
Entering Unmasked Estep 
Score: -22541480.000000 Penalty: 6007.425781
	Iteration 27Q: 3 clusters Score -2.254148e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -22542690.000000 Penalty: 6007.425781
	Iteration 28Q: 3 clusters Score -2.254269e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 175003 members 
Entering Unmasked Estep 
Score: -22543350.000000 Penalty: 6007.425781
	Iteration 29Q: 3 clusters Score -2.254335e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -22543740.000000 Penalty: 6007.425781
	Iteration 30Q: 3 clusters Score -2.254374e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 177521 members 
Entering Unmasked Estep 
Score: -22543998.000000 Penalty: 6007.425781
	Iteration 31Q: 3 clusters Score -2.2544e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 178207 members 
Entering Unmasked Estep 
Score: -22544172.000000 Penalty: 6007.425781
	Iteration 32Q: 3 clusters Score -2.254417e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 178676 members 
Entering Unmasked Estep 
Score: -22544250.000000 Penalty: 6007.425781
	Iteration 33Q: 3 clusters Score -2.254425e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 179038 members 
Entering Unmasked Estep 
Score: -22544318.000000 Penalty: 6007.425781
	Iteration 34Q: 3 clusters Score -2.254432e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 179311 members 
Entering Unmasked Estep 
Score: -22544450.000000 Penalty: 6007.425781
	Iteration 35Q: 3 clusters Score -2.254445e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 179498 members 
Entering Unmasked Estep 
Score: -22544446.000000 Penalty: 6007.425781
	Iteration 36Q: 3 clusters Score -2.254445e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 179628 members 
Entering Unmasked Estep 
Score: -22544472.000000 Penalty: 6007.425781
	Iteration 37Q: 3 clusters Score -2.254447e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 179723 members 
Entering Unmasked Estep 
Score: -22544474.000000 Penalty: 6007.425781
	Iteration 38Q: 3 clusters Score -2.254447e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 179804 members 
Entering Unmasked Estep 
Score: -22544510.000000 Penalty: 6007.425781
	Iteration 39Q: 3 clusters Score -2.254451e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 179862 members 
Entering Unmasked Estep 
Score: -22544524.000000 Penalty: 6007.425781
	Iteration 40F: 3 clusters Score -2.254452e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 179908 members 
Entering Unmasked Estep 
Score: -22544546.000000 Penalty: 6007.425781
	Iteration 41Q: 3 clusters Score -2.254455e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 179947 members 
Entering Unmasked Estep 
Score: -22544534.000000 Penalty: 6007.425781
	Iteration 42Q: 3 clusters Score -2.254453e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 179991 members 
Entering Unmasked Estep 
Score: -22544576.000000 Penalty: 6007.425781
	Iteration 43Q: 3 clusters Score -2.254458e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -22544584.000000 Penalty: 6007.425781
	Iteration 44Q: 3 clusters Score -2.254458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 180049 members 
Entering Unmasked Estep 
Score: -22544584.000000 Penalty: 6007.425781
	Iteration 45Q: 3 clusters Score -2.254458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 180068 members 
Entering Unmasked Estep 
Score: -22544592.000000 Penalty: 6007.425781
	Iteration 46Q: 3 clusters Score -2.254459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 180088 members 
Entering Unmasked Estep 
Score: -22544586.000000 Penalty: 6007.425781
	Iteration 47Q: 3 clusters Score -2.254459e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 180106 members 
Entering Unmasked Estep 
Score: -22544584.000000 Penalty: 6007.425781
	Iteration 48Q: 3 clusters Score -2.254458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 180123 members 
Entering Unmasked Estep 
Score: -22544600.000000 Penalty: 6007.425781
	Iteration 49Q: 3 clusters Score -2.25446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 180136 members 
Entering Unmasked Estep 
Score: -22544590.000000 Penalty: 6007.425781
	Iteration 50Q: 3 clusters Score -2.254459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 180159 members 
Entering Unmasked Estep 
Score: -22544602.000000 Penalty: 6007.425781
	Iteration 51Q: 3 clusters Score -2.25446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 180174 members 
Entering Unmasked Estep 
Score: -22544600.000000 Penalty: 6007.425781
	Iteration 52Q: 3 clusters Score -2.25446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 180189 members 
Entering Unmasked Estep 
Score: -22544580.000000 Penalty: 6007.425781
	Iteration 53Q: 3 clusters Score -2.254458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -22544596.000000 Penalty: 6007.425781
	Iteration 54Q: 3 clusters Score -2.25446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 180218 members 
Entering Unmasked Estep 
Score: -22544584.000000 Penalty: 6007.425781
	Iteration 55Q: 3 clusters Score -2.254458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 180230 members 
Entering Unmasked Estep 
Score: -22544598.000000 Penalty: 6007.425781
	Iteration 56Q: 3 clusters Score -2.25446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 180242 members 
Entering Unmasked Estep 
Score: -22544580.000000 Penalty: 6007.425781
	Iteration 57Q: 3 clusters Score -2.254458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 180254 members 
Entering Unmasked Estep 
Score: -22544594.000000 Penalty: 6007.425781
	Iteration 58Q: 3 clusters Score -2.254459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -22544594.000000 Penalty: 6007.425781
	Iteration 59Q: 3 clusters Score -2.254459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 180268 members 
Entering Unmasked Estep 
Score: -22544588.000000 Penalty: 6007.425781
	Iteration 60F: 3 clusters Score -2.254459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 180271 members 
Entering Unmasked Estep 
Score: -22544578.000000 Penalty: 6007.425781
	Iteration 61Q: 3 clusters Score -2.254458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -22544580.000000 Penalty: 6007.425781
	Iteration 62Q: 3 clusters Score -2.254458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -22544586.000000 Penalty: 6007.425781
	Iteration 63Q: 3 clusters Score -2.254459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 180275 members 
Entering Unmasked Estep 
Score: -22544578.000000 Penalty: 6007.425781
	Iteration 64Q: 3 clusters Score -2.254458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 180277 members 
Entering Unmasked Estep 
Score: -22544592.000000 Penalty: 6007.425781
	Iteration 65Q: 3 clusters Score -2.254459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 180281 members 
Entering Unmasked Estep 
Score: -22544586.000000 Penalty: 6007.425781
	Iteration 66Q: 3 clusters Score -2.254459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 180282 members 
Entering Unmasked Estep 
Score: -22544588.000000 Penalty: 6007.425781
	Iteration 67Q: 3 clusters Score -2.254459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -22544594.000000 Penalty: 6007.425781
	Iteration 68Q: 3 clusters Score -2.254459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 180286 members 
Entering Unmasked Estep 
Score: -22544592.000000 Penalty: 6007.425781
	Iteration 69Q: 3 clusters Score -2.254459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 180288 members 
Entering Unmasked Estep 
Score: -22544584.000000 Penalty: 6007.425781
	Iteration 70Q: 3 clusters Score -2.254458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 180289 members 
Entering Unmasked Estep 
Score: -22544586.000000 Penalty: 6007.425781
	Iteration 71Q: 3 clusters Score -2.254459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 180290 members 
Entering Unmasked Estep 
Score: -22544592.000000 Penalty: 6007.425781
	Iteration 72Q: 3 clusters Score -2.254459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 180291 members 
Entering Unmasked Estep 
Score: -22544582.000000 Penalty: 6007.425781
	Iteration 73Q: 3 clusters Score -2.254458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 180294 members 
Entering Unmasked Estep 
Score: -22544582.000000 Penalty: 6007.425781
	Iteration 74Q: 3 clusters Score -2.254458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 180296 members 
Entering Unmasked Estep 
Score: -22544566.000000 Penalty: 6007.425781
	Iteration 75Q: 3 clusters Score -2.254457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 180297 members 
Entering Unmasked Estep 
Score: -22544574.000000 Penalty: 6007.425781
	Iteration 76Q: 3 clusters Score -2.254457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 180297 members 
Entering Unmasked Estep 
Score: -22544574.000000 Penalty: 6007.425781
	Iteration 77F: 3 clusters Score -2.254457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Entering Unmasked Estep 
Score: -783981.875000 Penalty: 2184.549805
	Iteration 0F: 2 clusters Score -783981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -778429.812500 Penalty: 4369.099609
	Iteration 0F: 3 clusters Score -778429.8 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -779889.375000 Penalty: 4369.099609
	Iteration 1F: 3 clusters Score -779889.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -780146.125000 Penalty: 4369.099609
	Iteration 2F: 3 clusters Score -780146.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -780332.250000 Penalty: 4369.099609
	Iteration 3F: 3 clusters Score -780332.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -780485.875000 Penalty: 4369.099609
	Iteration 4Q: 3 clusters Score -780485.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -780625.937500 Penalty: 4369.099609
	Iteration 5Q: 3 clusters Score -780625.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -780748.062500 Penalty: 4369.099609
	Iteration 6Q: 3 clusters Score -780748.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -780878.375000 Penalty: 4369.099609
	Iteration 7Q: 3 clusters Score -780878.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -781006.250000 Penalty: 4369.099609
	Iteration 8Q: 3 clusters Score -781006.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -781134.187500 Penalty: 4369.099609
	Iteration 9Q: 3 clusters Score -781134.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -781275.187500 Penalty: 4369.099609
	Iteration 10Q: 3 clusters Score -781275.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -781427.000000 Penalty: 4369.099609
	Iteration 11Q: 3 clusters Score -781427 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -781577.687500 Penalty: 4369.099609
	Iteration 12Q: 3 clusters Score -781577.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -781713.875000 Penalty: 4369.099609
	Iteration 13Q: 3 clusters Score -781713.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -781833.125000 Penalty: 4369.099609
	Iteration 14Q: 3 clusters Score -781833.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -781935.687500 Penalty: 4369.099609
	Iteration 15Q: 3 clusters Score -781935.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -782028.875000 Penalty: 4369.099609
	Iteration 16Q: 3 clusters Score -782028.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -782090.250000 Penalty: 4369.099609
	Iteration 17Q: 3 clusters Score -782090.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -782153.625000 Penalty: 4369.099609
	Iteration 18Q: 3 clusters Score -782153.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -782207.875000 Penalty: 4369.099609
	Iteration 19Q: 3 clusters Score -782207.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -782258.562500 Penalty: 4369.099609
	Iteration 20F: 3 clusters Score -782258.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -782289.625000 Penalty: 4369.099609
	Iteration 21Q: 3 clusters Score -782289.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -782319.625000 Penalty: 4369.099609
	Iteration 22Q: 3 clusters Score -782319.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -782341.375000 Penalty: 4369.099609
	Iteration 23Q: 3 clusters Score -782341.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -782362.500000 Penalty: 4369.099609
	Iteration 24Q: 3 clusters Score -782362.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -782381.812500 Penalty: 4369.099609
	Iteration 25Q: 3 clusters Score -782381.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -782394.125000 Penalty: 4369.099609
	Iteration 26Q: 3 clusters Score -782394.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -782408.625000 Penalty: 4369.099609
	Iteration 27Q: 3 clusters Score -782408.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -782422.562500 Penalty: 4369.099609
	Iteration 28Q: 3 clusters Score -782422.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -782433.437500 Penalty: 4369.099609
	Iteration 29Q: 3 clusters Score -782433.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -782445.000000 Penalty: 4369.099609
	Iteration 30Q: 3 clusters Score -782445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -782454.750000 Penalty: 4369.099609
	Iteration 31Q: 3 clusters Score -782454.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -782462.250000 Penalty: 4369.099609
	Iteration 32Q: 3 clusters Score -782462.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -782473.437500 Penalty: 4369.099609
	Iteration 33Q: 3 clusters Score -782473.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -782488.125000 Penalty: 4369.099609
	Iteration 34Q: 3 clusters Score -782488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -782495.500000 Penalty: 4369.099609
	Iteration 35Q: 3 clusters Score -782495.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -782502.875000 Penalty: 4369.099609
	Iteration 36Q: 3 clusters Score -782502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -782506.750000 Penalty: 4369.099609
	Iteration 37Q: 3 clusters Score -782506.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -782510.375000 Penalty: 4369.099609
	Iteration 38Q: 3 clusters Score -782510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -782514.000000 Penalty: 4369.099609
	Iteration 39Q: 3 clusters Score -782514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -782515.062500 Penalty: 4369.099609
	Iteration 40F: 3 clusters Score -782515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -782515.687500 Penalty: 4369.099609
	Iteration 41Q: 3 clusters Score -782515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -782518.812500 Penalty: 4369.099609
	Iteration 42Q: 3 clusters Score -782518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -782518.437500 Penalty: 4369.099609
	Iteration 43Q: 3 clusters Score -782518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -782518.437500 Penalty: 4369.099609
	Iteration 44F: 3 clusters Score -782518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Entering Unmasked Estep 
Score: -4106374.250000 Penalty: 2584.282471
	Iteration 0F: 2 clusters Score -4106374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4083339.250000 Penalty: 5168.564941
	Iteration 0F: 3 clusters Score -4083339 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -4091948.750000 Penalty: 5168.564941
	Iteration 1F: 3 clusters Score -4091949 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4092611.000000 Penalty: 5168.564941
	Iteration 2F: 3 clusters Score -4092611 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4093378.500000 Penalty: 5168.564941
	Iteration 3F: 3 clusters Score -4093378 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4094343.250000 Penalty: 5168.564941
	Iteration 4F: 3 clusters Score -4094343 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4095522.500000 Penalty: 5168.564941
	Iteration 5F: 3 clusters Score -4095522 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4096921.250000 Penalty: 5168.564941
	Iteration 6F: 3 clusters Score -4096921 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4098422.750000 Penalty: 5168.564941
	Iteration 7F: 3 clusters Score -4098423 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4099923.500000 Penalty: 5168.564941
	Iteration 8F: 3 clusters Score -4099924 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4101130.750000 Penalty: 5168.564941
	Iteration 9Q: 3 clusters Score -4101131 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4102035.250000 Penalty: 5168.564941
	Iteration 10Q: 3 clusters Score -4102035 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4102708.000000 Penalty: 5168.564941
	Iteration 11Q: 3 clusters Score -4102708 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4103226.250000 Penalty: 5168.564941
	Iteration 12Q: 3 clusters Score -4103226 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4103550.500000 Penalty: 5168.564941
	Iteration 13Q: 3 clusters Score -4103550 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4103725.250000 Penalty: 5168.564941
	Iteration 14Q: 3 clusters Score -4103725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4103876.750000 Penalty: 5168.564941
	Iteration 15Q: 3 clusters Score -4103877 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4103977.500000 Penalty: 5168.564941
	Iteration 16Q: 3 clusters Score -4103978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4104041.500000 Penalty: 5168.564941
	Iteration 17Q: 3 clusters Score -4104042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4104098.500000 Penalty: 5168.564941
	Iteration 18Q: 3 clusters Score -4104098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4104151.000000 Penalty: 5168.564941
	Iteration 19Q: 3 clusters Score -4104151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4104182.750000 Penalty: 5168.564941
	Iteration 20F: 3 clusters Score -4104183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4104209.000000 Penalty: 5168.564941
	Iteration 21Q: 3 clusters Score -4104209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4104223.250000 Penalty: 5168.564941
	Iteration 22Q: 3 clusters Score -4104223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4104236.250000 Penalty: 5168.564941
	Iteration 23Q: 3 clusters Score -4104236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4104251.250000 Penalty: 5168.564941
	Iteration 24Q: 3 clusters Score -4104251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4104269.250000 Penalty: 5168.564941
	Iteration 25Q: 3 clusters Score -4104269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4104277.750000 Penalty: 5168.564941
	Iteration 26Q: 3 clusters Score -4104278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4104284.750000 Penalty: 5168.564941
	Iteration 27Q: 3 clusters Score -4104285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4104289.250000 Penalty: 5168.564941
	Iteration 28Q: 3 clusters Score -4104289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4104288.500000 Penalty: 5168.564941
	Iteration 29Q: 3 clusters Score -4104288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4104299.750000 Penalty: 5168.564941
	Iteration 30Q: 3 clusters Score -4104300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4104309.750000 Penalty: 5168.564941
	Iteration 31Q: 3 clusters Score -4104310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4104327.750000 Penalty: 5168.564941
	Iteration 32Q: 3 clusters Score -4104328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4104347.000000 Penalty: 5168.564941
	Iteration 33Q: 3 clusters Score -4104347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4104370.500000 Penalty: 5168.564941
	Iteration 34Q: 3 clusters Score -4104370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4104390.500000 Penalty: 5168.564941
	Iteration 35Q: 3 clusters Score -4104390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4104398.250000 Penalty: 5168.564941
	Iteration 36Q: 3 clusters Score -4104398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4104413.750000 Penalty: 5168.564941
	Iteration 37Q: 3 clusters Score -4104414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4104420.000000 Penalty: 5168.564941
	Iteration 38Q: 3 clusters Score -4104420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -4104433.000000 Penalty: 5168.564941
	Iteration 39Q: 3 clusters Score -4104433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4104437.250000 Penalty: 5168.564941
	Iteration 40F: 3 clusters Score -4104437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4104459.750000 Penalty: 5168.564941
	Iteration 41Q: 3 clusters Score -4104460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4104478.750000 Penalty: 5168.564941
	Iteration 42Q: 3 clusters Score -4104479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4104498.750000 Penalty: 5168.564941
	Iteration 43Q: 3 clusters Score -4104499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4104525.750000 Penalty: 5168.564941
	Iteration 44Q: 3 clusters Score -4104526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4104560.000000 Penalty: 5168.564941
	Iteration 45Q: 3 clusters Score -4104560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4104587.500000 Penalty: 5168.564941
	Iteration 46Q: 3 clusters Score -4104588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4104592.250000 Penalty: 5168.564941
	Iteration 47Q: 3 clusters Score -4104592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4104605.500000 Penalty: 5168.564941
	Iteration 48Q: 3 clusters Score -4104606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4104613.750000 Penalty: 5168.564941
	Iteration 49Q: 3 clusters Score -4104614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4104623.750000 Penalty: 5168.564941
	Iteration 50Q: 3 clusters Score -4104624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4104625.500000 Penalty: 5168.564941
	Iteration 51Q: 3 clusters Score -4104626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4104637.000000 Penalty: 5168.564941
	Iteration 52Q: 3 clusters Score -4104637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4104636.250000 Penalty: 5168.564941
	Iteration 53Q: 3 clusters Score -4104636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4104648.750000 Penalty: 5168.564941
	Iteration 54Q: 3 clusters Score -4104649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4104648.500000 Penalty: 5168.564941
	Iteration 55Q: 3 clusters Score -4104648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4104651.500000 Penalty: 5168.564941
	Iteration 56Q: 3 clusters Score -4104652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4104654.250000 Penalty: 5168.564941
	Iteration 57Q: 3 clusters Score -4104654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4104653.500000 Penalty: 5168.564941
	Iteration 58Q: 3 clusters Score -4104654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4104657.750000 Penalty: 5168.564941
	Iteration 59Q: 3 clusters Score -4104658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4104659.750000 Penalty: 5168.564941
	Iteration 60F: 3 clusters Score -4104660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4104660.000000 Penalty: 5168.564941
	Iteration 61Q: 3 clusters Score -4104660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4104655.250000 Penalty: 5168.564941
	Iteration 62Q: 3 clusters Score -4104655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4104660.750000 Penalty: 5168.564941
	Iteration 63Q: 3 clusters Score -4104661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4104661.500000 Penalty: 5168.564941
	Iteration 64Q: 3 clusters Score -4104662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4104661.250000 Penalty: 5168.564941
	Iteration 65Q: 3 clusters Score -4104661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4104661.250000 Penalty: 5168.564941
	Iteration 66F: 3 clusters Score -4104661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Entering Unmasked Estep 
Score: -2392865.250000 Penalty: 2449.620605
	Iteration 0F: 2 clusters Score -2392865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2379123.500000 Penalty: 4899.241211
	Iteration 0F: 3 clusters Score -2379124 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2383722.500000 Penalty: 4899.241211
	Iteration 1F: 3 clusters Score -2383722 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2384223.500000 Penalty: 4899.241211
	Iteration 2F: 3 clusters Score -2384224 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2384600.750000 Penalty: 4899.241211
	Iteration 3F: 3 clusters Score -2384601 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2384938.000000 Penalty: 4899.241211
	Iteration 4Q: 3 clusters Score -2384938 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2385243.500000 Penalty: 4899.241211
	Iteration 5Q: 3 clusters Score -2385244 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2385519.250000 Penalty: 4899.241211
	Iteration 6Q: 3 clusters Score -2385519 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2385770.250000 Penalty: 4899.241211
	Iteration 7Q: 3 clusters Score -2385770 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2385993.250000 Penalty: 4899.241211
	Iteration 8Q: 3 clusters Score -2385993 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2386243.500000 Penalty: 4899.241211
	Iteration 9Q: 3 clusters Score -2386244 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2386511.500000 Penalty: 4899.241211
	Iteration 10Q: 3 clusters Score -2386512 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2386817.750000 Penalty: 4899.241211
	Iteration 11Q: 3 clusters Score -2386818 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2387196.500000 Penalty: 4899.241211
	Iteration 12Q: 3 clusters Score -2387196 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2387668.500000 Penalty: 4899.241211
	Iteration 13Q: 3 clusters Score -2387668 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2388138.250000 Penalty: 4899.241211
	Iteration 14Q: 3 clusters Score -2388138 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2388621.750000 Penalty: 4899.241211
	Iteration 15Q: 3 clusters Score -2388622 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2389045.750000 Penalty: 4899.241211
	Iteration 16Q: 3 clusters Score -2389046 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2389368.500000 Penalty: 4899.241211
	Iteration 17Q: 3 clusters Score -2389368 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2389661.750000 Penalty: 4899.241211
	Iteration 18Q: 3 clusters Score -2389662 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2389916.000000 Penalty: 4899.241211
	Iteration 19Q: 3 clusters Score -2389916 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2390112.250000 Penalty: 4899.241211
	Iteration 20F: 3 clusters Score -2390112 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2390234.500000 Penalty: 4899.241211
	Iteration 21Q: 3 clusters Score -2390234 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2390329.750000 Penalty: 4899.241211
	Iteration 22Q: 3 clusters Score -2390330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2390397.250000 Penalty: 4899.241211
	Iteration 23Q: 3 clusters Score -2390397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2390471.250000 Penalty: 4899.241211
	Iteration 24Q: 3 clusters Score -2390471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2390522.500000 Penalty: 4899.241211
	Iteration 25Q: 3 clusters Score -2390522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2390580.250000 Penalty: 4899.241211
	Iteration 26Q: 3 clusters Score -2390580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2390637.750000 Penalty: 4899.241211
	Iteration 27Q: 3 clusters Score -2390638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2390664.250000 Penalty: 4899.241211
	Iteration 28Q: 3 clusters Score -2390664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2390687.500000 Penalty: 4899.241211
	Iteration 29Q: 3 clusters Score -2390688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2390703.000000 Penalty: 4899.241211
	Iteration 30Q: 3 clusters Score -2390703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2390726.500000 Penalty: 4899.241211
	Iteration 31Q: 3 clusters Score -2390726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2390753.000000 Penalty: 4899.241211
	Iteration 32Q: 3 clusters Score -2390753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2390766.000000 Penalty: 4899.241211
	Iteration 33Q: 3 clusters Score -2390766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2390775.250000 Penalty: 4899.241211
	Iteration 34Q: 3 clusters Score -2390775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2390777.000000 Penalty: 4899.241211
	Iteration 35Q: 3 clusters Score -2390777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2390778.000000 Penalty: 4899.241211
	Iteration 36Q: 3 clusters Score -2390778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2390777.000000 Penalty: 4899.241211
	Iteration 37Q: 3 clusters Score -2390777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2390782.000000 Penalty: 4899.241211
	Iteration 38Q: 3 clusters Score -2390782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2390789.000000 Penalty: 4899.241211
	Iteration 39Q: 3 clusters Score -2390789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2390794.500000 Penalty: 4899.241211
	Iteration 40F: 3 clusters Score -2390794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2390800.000000 Penalty: 4899.241211
	Iteration 41Q: 3 clusters Score -2390800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2390802.000000 Penalty: 4899.241211
	Iteration 42Q: 3 clusters Score -2390802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2390808.000000 Penalty: 4899.241211
	Iteration 43Q: 3 clusters Score -2390808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2390810.250000 Penalty: 4899.241211
	Iteration 44Q: 3 clusters Score -2390810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2390815.750000 Penalty: 4899.241211
	Iteration 45Q: 3 clusters Score -2390816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2390818.000000 Penalty: 4899.241211
	Iteration 46Q: 3 clusters Score -2390818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2390820.500000 Penalty: 4899.241211
	Iteration 47Q: 3 clusters Score -2390820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2390826.750000 Penalty: 4899.241211
	Iteration 48Q: 3 clusters Score -2390827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2390824.750000 Penalty: 4899.241211
	Iteration 49Q: 3 clusters Score -2390825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2390838.250000 Penalty: 4899.241211
	Iteration 50Q: 3 clusters Score -2390838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2390843.250000 Penalty: 4899.241211
	Iteration 51Q: 3 clusters Score -2390843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2390850.500000 Penalty: 4899.241211
	Iteration 52Q: 3 clusters Score -2390850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2390852.250000 Penalty: 4899.241211
	Iteration 53Q: 3 clusters Score -2390852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2390857.000000 Penalty: 4899.241211
	Iteration 54Q: 3 clusters Score -2390857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2390860.000000 Penalty: 4899.241211
	Iteration 55Q: 3 clusters Score -2390860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2390863.250000 Penalty: 4899.241211
	Iteration 56Q: 3 clusters Score -2390863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2390862.000000 Penalty: 4899.241211
	Iteration 57Q: 3 clusters Score -2390862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2390868.000000 Penalty: 4899.241211
	Iteration 58Q: 3 clusters Score -2390868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2390865.750000 Penalty: 4899.241211
	Iteration 59Q: 3 clusters Score -2390866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2390867.000000 Penalty: 4899.241211
	Iteration 60F: 3 clusters Score -2390867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2390872.250000 Penalty: 4899.241211
	Iteration 61Q: 3 clusters Score -2390872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2390874.750000 Penalty: 4899.241211
	Iteration 62Q: 3 clusters Score -2390875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2390872.750000 Penalty: 4899.241211
	Iteration 63Q: 3 clusters Score -2390873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2390874.750000 Penalty: 4899.241211
	Iteration 64Q: 3 clusters Score -2390875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2390874.750000 Penalty: 4899.241211
	Iteration 65Q: 3 clusters Score -2390875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2390874.750000 Penalty: 4899.241211
	Iteration 66F: 3 clusters Score -2390875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85544.000000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83825.289062 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -83825.29 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84075.898438 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84075.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84181.062500 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84181.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84242.296875 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -84242.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84315.648438 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -84315.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84405.359375 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84405.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84443.585938 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84443.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84489.117188 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84489.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84527.695312 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84550.593750 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84550.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84575.304688 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84587.601562 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -84587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84592.390625 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -84592.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84594.289062 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -84594.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84597.195312 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -84597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84598.632812 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -84598.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84598.632812 Penalty: 3297.896240
	Iteration 16F: 3 clusters Score -84598.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172373 members 
Entering Unmasked Estep 
Score: -21160478.000000 Penalty: 2990.239258
	Iteration 0F: 2 clusters Score -2.116048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -21046754.000000 Penalty: 5980.478516
	Iteration 0F: 3 clusters Score -2.104675e+07 nChanged 82720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -21095312.000000 Penalty: 5980.478516
	Iteration 1F: 3 clusters Score -2.109531e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -21096688.000000 Penalty: 5980.478516
	Iteration 2Q: 3 clusters Score -2.109669e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -21098394.000000 Penalty: 5980.478516
	Iteration 3Q: 3 clusters Score -2.109839e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -21100692.000000 Penalty: 5980.478516
	Iteration 4Q: 3 clusters Score -2.110069e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -21103876.000000 Penalty: 5980.478516
	Iteration 5Q: 3 clusters Score -2.110388e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -21108192.000000 Penalty: 5980.478516
	Iteration 6Q: 3 clusters Score -2.110819e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 113405 members 
Entering Unmasked Estep 
Score: -21113796.000000 Penalty: 5980.478516
	Iteration 7F: 3 clusters Score -2.11138e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -21121844.000000 Penalty: 5980.478516
	Iteration 8F: 3 clusters Score -2.112184e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 135483 members 
Entering Unmasked Estep 
Score: -21131626.000000 Penalty: 5980.478516
	Iteration 9F: 3 clusters Score -2.113163e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -21141096.000000 Penalty: 5980.478516
	Iteration 10F: 3 clusters Score -2.11411e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -21148158.000000 Penalty: 5980.478516
	Iteration 11F: 3 clusters Score -2.114816e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 160766 members 
Entering Unmasked Estep 
Score: -21152372.000000 Penalty: 5980.478516
	Iteration 12Q: 3 clusters Score -2.115237e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -21154722.000000 Penalty: 5980.478516
	Iteration 13Q: 3 clusters Score -2.115472e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -21156102.000000 Penalty: 5980.478516
	Iteration 14Q: 3 clusters Score -2.11561e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 167755 members 
Entering Unmasked Estep 
Score: -21156794.000000 Penalty: 5980.478516
	Iteration 15Q: 3 clusters Score -2.115679e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -21157194.000000 Penalty: 5980.478516
	Iteration 16Q: 3 clusters Score -2.115719e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 169272 members 
Entering Unmasked Estep 
Score: -21157504.000000 Penalty: 5980.478516
	Iteration 17Q: 3 clusters Score -2.11575e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 169747 members 
Entering Unmasked Estep 
Score: -21157684.000000 Penalty: 5980.478516
	Iteration 18Q: 3 clusters Score -2.115768e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 170074 members 
Entering Unmasked Estep 
Score: -21157786.000000 Penalty: 5980.478516
	Iteration 19Q: 3 clusters Score -2.115779e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -21157924.000000 Penalty: 5980.478516
	Iteration 20F: 3 clusters Score -2.115792e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 170516 members 
Entering Unmasked Estep 
Score: -21157958.000000 Penalty: 5980.478516
	Iteration 21Q: 3 clusters Score -2.115796e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -21157998.000000 Penalty: 5980.478516
	Iteration 22Q: 3 clusters Score -2.1158e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 170769 members 
Entering Unmasked Estep 
Score: -21158066.000000 Penalty: 5980.478516
	Iteration 23Q: 3 clusters Score -2.115807e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 170866 members 
Entering Unmasked Estep 
Score: -21158088.000000 Penalty: 5980.478516
	Iteration 24Q: 3 clusters Score -2.115809e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 170929 members 
Entering Unmasked Estep 
Score: -21158090.000000 Penalty: 5980.478516
	Iteration 25Q: 3 clusters Score -2.115809e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -21158142.000000 Penalty: 5980.478516
	Iteration 26Q: 3 clusters Score -2.115814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 171028 members 
Entering Unmasked Estep 
Score: -21158208.000000 Penalty: 5980.478516
	Iteration 27Q: 3 clusters Score -2.115821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 171074 members 
Entering Unmasked Estep 
Score: -21158194.000000 Penalty: 5980.478516
	Iteration 28Q: 3 clusters Score -2.115819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 171118 members 
Entering Unmasked Estep 
Score: -21158214.000000 Penalty: 5980.478516
	Iteration 29Q: 3 clusters Score -2.115821e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 171149 members 
Entering Unmasked Estep 
Score: -21158226.000000 Penalty: 5980.478516
	Iteration 30Q: 3 clusters Score -2.115823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -21158220.000000 Penalty: 5980.478516
	Iteration 31Q: 3 clusters Score -2.115822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -21158198.000000 Penalty: 5980.478516
	Iteration 32Q: 3 clusters Score -2.11582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 171219 members 
Entering Unmasked Estep 
Score: -21158230.000000 Penalty: 5980.478516
	Iteration 33Q: 3 clusters Score -2.115823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -21158210.000000 Penalty: 5980.478516
	Iteration 34Q: 3 clusters Score -2.115821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -21158218.000000 Penalty: 5980.478516
	Iteration 35Q: 3 clusters Score -2.115822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 171248 members 
Entering Unmasked Estep 
Score: -21158234.000000 Penalty: 5980.478516
	Iteration 36Q: 3 clusters Score -2.115823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -21158244.000000 Penalty: 5980.478516
	Iteration 37Q: 3 clusters Score -2.115824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -21158240.000000 Penalty: 5980.478516
	Iteration 38Q: 3 clusters Score -2.115824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -21158238.000000 Penalty: 5980.478516
	Iteration 39Q: 3 clusters Score -2.115824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -21158234.000000 Penalty: 5980.478516
	Iteration 40F: 3 clusters Score -2.115823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -21158238.000000 Penalty: 5980.478516
	Iteration 41Q: 3 clusters Score -2.115824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -21158246.000000 Penalty: 5980.478516
	Iteration 42Q: 3 clusters Score -2.115825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -21158236.000000 Penalty: 5980.478516
	Iteration 43Q: 3 clusters Score -2.115824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -21158244.000000 Penalty: 5980.478516
	Iteration 44Q: 3 clusters Score -2.115824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -21158250.000000 Penalty: 5980.478516
	Iteration 45Q: 3 clusters Score -2.115825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 171273 members 
Entering Unmasked Estep 
Score: -21158248.000000 Penalty: 5980.478516
	Iteration 46Q: 3 clusters Score -2.115825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 171275 members 
Entering Unmasked Estep 
Score: -21158252.000000 Penalty: 5980.478516
	Iteration 47Q: 3 clusters Score -2.115825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -21158246.000000 Penalty: 5980.478516
	Iteration 48Q: 3 clusters Score -2.115825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 171284 members 
Entering Unmasked Estep 
Score: -21158254.000000 Penalty: 5980.478516
	Iteration 49Q: 3 clusters Score -2.115825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -21158232.000000 Penalty: 5980.478516
	Iteration 50Q: 3 clusters Score -2.115823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -21158224.000000 Penalty: 5980.478516
	Iteration 51Q: 3 clusters Score -2.115822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171299 members 
Entering Unmasked Estep 
Score: -21158248.000000 Penalty: 5980.478516
	Iteration 52Q: 3 clusters Score -2.115825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 171310 members 
Entering Unmasked Estep 
Score: -21158252.000000 Penalty: 5980.478516
	Iteration 53Q: 3 clusters Score -2.115825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 171313 members 
Entering Unmasked Estep 
Score: -21158236.000000 Penalty: 5980.478516
	Iteration 54Q: 3 clusters Score -2.115824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -21158236.000000 Penalty: 5980.478516
	Iteration 55Q: 3 clusters Score -2.115824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -21158242.000000 Penalty: 5980.478516
	Iteration 56Q: 3 clusters Score -2.115824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -21158244.000000 Penalty: 5980.478516
	Iteration 57Q: 3 clusters Score -2.115824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 171327 members 
Entering Unmasked Estep 
Score: -21158242.000000 Penalty: 5980.478516
	Iteration 58Q: 3 clusters Score -2.115824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 171327 members 
Entering Unmasked Estep 
Score: -21158240.000000 Penalty: 5980.478516
	Iteration 59Q: 3 clusters Score -2.115824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 171328 members 
Entering Unmasked Estep 
Score: -21158238.000000 Penalty: 5980.478516
	Iteration 60F: 3 clusters Score -2.115824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 171328 members 
Entering Unmasked Estep 
Score: -21158244.000000 Penalty: 5980.478516
	Iteration 61Q: 3 clusters Score -2.115824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -21158240.000000 Penalty: 5980.478516
	Iteration 62Q: 3 clusters Score -2.115824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 171333 members 
Entering Unmasked Estep 
Score: -21158246.000000 Penalty: 5980.478516
	Iteration 63Q: 3 clusters Score -2.115825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -21158242.000000 Penalty: 5980.478516
	Iteration 64Q: 3 clusters Score -2.115824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -21158248.000000 Penalty: 5980.478516
	Iteration 65Q: 3 clusters Score -2.115825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -21158246.000000 Penalty: 5980.478516
	Iteration 66Q: 3 clusters Score -2.115825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -21158250.000000 Penalty: 5980.478516
	Iteration 67Q: 3 clusters Score -2.115825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -21158250.000000 Penalty: 5980.478516
	Iteration 68F: 3 clusters Score -2.115825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 44624 members 
Mstep: Class 4 contains 180303 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18001 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11962 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 55699 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 169628 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 17425 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 181997 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 33540 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245192.000000 Penalty: 99613.000000
Iteration 199Q: 30 clusters Score -1.242452e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 44621 members 
Mstep: Class 4 contains 180464 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18035 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 55700 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 169635 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 8588 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 17427 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 2825 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 181964 members 
Mstep: Class 25 contains 6685 members 
Mstep: Class 26 contains 33537 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245904.000000 Penalty: 99613.000000
Iteration 200F: 30 clusters Score -1.242459e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 44629 members 
Mstep: Class 4 contains 180625 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18073 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11950 members 
Mstep: Class 9 contains 14783 members 
Mstep: Class 10 contains 55702 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 169637 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 8592 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 17423 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 12661 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 181912 members 
Mstep: Class 25 contains 6685 members 
Mstep: Class 26 contains 33534 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246224.000000 Penalty: 99613.000000
Iteration 201Q: 30 clusters Score -1.242462e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 44629 members 
Mstep: Class 4 contains 180775 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18098 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 14796 members 
Mstep: Class 10 contains 55702 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 169641 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 17423 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 12659 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181873 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 33535 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246272.000000 Penalty: 99613.000000
Iteration 202Q: 30 clusters Score -1.242463e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 44639 members 
Mstep: Class 4 contains 180902 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11922 members 
Mstep: Class 9 contains 14811 members 
Mstep: Class 10 contains 55701 members 
Mstep: Class 11 contains 5198 members 
Mstep: Class 12 contains 169643 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 17422 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 2767 members 
Mstep: Class 22 contains 12654 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181823 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 33535 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246376.000000 Penalty: 99613.000000
Iteration 203Q: 30 clusters Score -1.242464e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 44651 members 
Mstep: Class 4 contains 181027 members 
Mstep: Class 5 contains 29108 members 
Mstep: Class 6 contains 18139 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11909 members 
Mstep: Class 9 contains 14822 members 
Mstep: Class 10 contains 55701 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 169644 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 8603 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 17423 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2752 members 
Mstep: Class 22 contains 12654 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181744 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 33533 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246520.000000 Penalty: 99613.000000
Iteration 204Q: 30 clusters Score -1.242465e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 44660 members 
Mstep: Class 4 contains 181172 members 
Mstep: Class 5 contains 29108 members 
Mstep: Class 6 contains 18158 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11899 members 
Mstep: Class 9 contains 14833 members 
Mstep: Class 10 contains 55701 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 169658 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 8603 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 17417 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2744 members 
Mstep: Class 22 contains 12650 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181655 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 33533 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246424.000000 Penalty: 99613.000000
Iteration 205Q: 30 clusters Score -1.242464e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 44670 members 
Mstep: Class 4 contains 181304 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18197 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11897 members 
Mstep: Class 9 contains 14842 members 
Mstep: Class 10 contains 55701 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 169657 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 8602 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 17411 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2724 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181585 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33528 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246344.000000 Penalty: 99613.000000
Iteration 206Q: 30 clusters Score -1.242463e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 44680 members 
Mstep: Class 4 contains 181456 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18225 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 9 contains 14851 members 
Mstep: Class 10 contains 55701 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 169666 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 17408 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2708 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181500 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 33523 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246440.000000 Penalty: 99613.000000
Iteration 207Q: 30 clusters Score -1.242464e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 44687 members 
Mstep: Class 4 contains 181603 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18247 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11868 members 
Mstep: Class 9 contains 14858 members 
Mstep: Class 10 contains 55700 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 169682 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 8603 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 17402 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 12650 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181411 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33527 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246416.000000 Penalty: 99613.000000
Iteration 208Q: 30 clusters Score -1.242464e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 44704 members 
Mstep: Class 4 contains 181742 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18264 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11862 members 
Mstep: Class 9 contains 14870 members 
Mstep: Class 10 contains 55700 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 169688 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8608 members 
Mstep: Class 16 contains 14508 members 
Mstep: Class 17 contains 17398 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 12648 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181311 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33529 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246496.000000 Penalty: 99613.000000
Iteration 209Q: 30 clusters Score -1.242465e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 44709 members 
Mstep: Class 4 contains 181836 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18274 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11853 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 55701 members 
Mstep: Class 11 contains 5212 members 
Mstep: Class 12 contains 169700 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 14507 members 
Mstep: Class 17 contains 17392 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2671 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 181220 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33527 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246256.000000 Penalty: 99613.000000
Iteration 210Q: 30 clusters Score -1.242463e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 181916 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18282 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11843 members 
Mstep: Class 9 contains 14888 members 
Mstep: Class 10 contains 55703 members 
Mstep: Class 11 contains 5215 members 
Mstep: Class 12 contains 169714 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8616 members 
Mstep: Class 16 contains 14503 members 
Mstep: Class 17 contains 17388 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 181128 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 33527 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246512.000000 Penalty: 99613.000000
Iteration 211Q: 30 clusters Score -1.242465e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 44724 members 
Mstep: Class 4 contains 182011 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18293 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11834 members 
Mstep: Class 9 contains 14894 members 
Mstep: Class 10 contains 55706 members 
Mstep: Class 11 contains 5222 members 
Mstep: Class 12 contains 169717 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 14504 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 181031 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 33527 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246680.000000 Penalty: 99613.000000
Iteration 212Q: 30 clusters Score -1.242467e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 44712 members 
Mstep: Class 4 contains 182104 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18312 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 11827 members 
Mstep: Class 9 contains 14900 members 
Mstep: Class 10 contains 55708 members 
Mstep: Class 11 contains 5226 members 
Mstep: Class 12 contains 169719 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8628 members 
Mstep: Class 16 contains 14503 members 
Mstep: Class 17 contains 17391 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 12649 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180954 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33526 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246768.000000 Penalty: 99613.000000
Iteration 213Q: 30 clusters Score -1.242468e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 44708 members 
Mstep: Class 4 contains 182171 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18352 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 11821 members 
Mstep: Class 9 contains 14905 members 
Mstep: Class 10 contains 55709 members 
Mstep: Class 11 contains 5231 members 
Mstep: Class 12 contains 169722 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 8635 members 
Mstep: Class 16 contains 14505 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 12647 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180859 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 33522 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246592.000000 Penalty: 99613.000000
Iteration 214Q: 30 clusters Score -1.242466e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 44708 members 
Mstep: Class 4 contains 182226 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18372 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 14912 members 
Mstep: Class 10 contains 55711 members 
Mstep: Class 11 contains 5240 members 
Mstep: Class 12 contains 169730 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 8636 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 12646 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180780 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 33525 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246560.000000 Penalty: 99613.000000
Iteration 215Q: 30 clusters Score -1.242466e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 44718 members 
Mstep: Class 4 contains 182259 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18392 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11795 members 
Mstep: Class 9 contains 14918 members 
Mstep: Class 10 contains 55712 members 
Mstep: Class 11 contains 5246 members 
Mstep: Class 12 contains 169742 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 8640 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2553 members 
Mstep: Class 22 contains 12642 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 180728 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 33526 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246704.000000 Penalty: 99613.000000
Iteration 216Q: 30 clusters Score -1.242467e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 44725 members 
Mstep: Class 4 contains 182304 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 14928 members 
Mstep: Class 10 contains 55716 members 
Mstep: Class 11 contains 5246 members 
Mstep: Class 12 contains 169747 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 8644 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2535 members 
Mstep: Class 22 contains 12638 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180667 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 33525 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246576.000000 Penalty: 99613.000000
Iteration 217Q: 30 clusters Score -1.242466e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 44726 members 
Mstep: Class 4 contains 182307 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18432 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 14937 members 
Mstep: Class 10 contains 55719 members 
Mstep: Class 11 contains 5250 members 
Mstep: Class 12 contains 169753 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 8651 members 
Mstep: Class 16 contains 14508 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12635 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180630 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 33521 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246496.000000 Penalty: 99613.000000
Iteration 218Q: 30 clusters Score -1.242465e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 44721 members 
Mstep: Class 4 contains 182316 members 
Mstep: Class 5 contains 29108 members 
Mstep: Class 6 contains 18461 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11773 members 
Mstep: Class 9 contains 14948 members 
Mstep: Class 10 contains 55719 members 
Mstep: Class 11 contains 5251 members 
Mstep: Class 12 contains 169771 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 8651 members 
Mstep: Class 16 contains 14502 members 
Mstep: Class 17 contains 17388 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12634 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180595 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 33524 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246680.000000 Penalty: 99613.000000
Iteration 219Q: 30 clusters Score -1.242467e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 182330 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18484 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11759 members 
Mstep: Class 9 contains 14956 members 
Mstep: Class 10 contains 55719 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 12 contains 169788 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 8649 members 
Mstep: Class 16 contains 14501 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 12633 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180558 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 33526 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246888.000000 Penalty: 99613.000000
Iteration 220F: 30 clusters Score -1.242469e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 182342 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18501 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11755 members 
Mstep: Class 9 contains 14963 members 
Mstep: Class 10 contains 55719 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 169788 members 
Mstep: Class 13 contains 356 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 8654 members 
Mstep: Class 16 contains 14499 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 2482 members 
Mstep: Class 22 contains 12633 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180520 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247816.000000 Penalty: 99613.000000
Iteration 221Q: 30 clusters Score -1.242478e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 44736 members 
Mstep: Class 4 contains 182328 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 18524 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11749 members 
Mstep: Class 9 contains 14966 members 
Mstep: Class 10 contains 55721 members 
Mstep: Class 11 contains 5254 members 
Mstep: Class 12 contains 169790 members 
Mstep: Class 13 contains 356 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8658 members 
Mstep: Class 16 contains 14498 members 
Mstep: Class 17 contains 17394 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 12632 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180485 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33515 members 
Mstep: Class 27 contains 19487 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247704.000000 Penalty: 99613.000000
Iteration 222Q: 30 clusters Score -1.242477e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 44743 members 
Mstep: Class 4 contains 182313 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18554 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 14972 members 
Mstep: Class 10 contains 55722 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 169794 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 8661 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 12631 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180442 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 33517 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247656.000000 Penalty: 99613.000000
Iteration 223Q: 30 clusters Score -1.242477e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44749 members 
Mstep: Class 4 contains 182298 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 18582 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11739 members 
Mstep: Class 9 contains 14977 members 
Mstep: Class 10 contains 55725 members 
Mstep: Class 11 contains 5260 members 
Mstep: Class 12 contains 169795 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 8670 members 
Mstep: Class 16 contains 14492 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 12631 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180411 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247768.000000 Penalty: 99613.000000
Iteration 224Q: 30 clusters Score -1.242478e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44752 members 
Mstep: Class 4 contains 182275 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18597 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11736 members 
Mstep: Class 9 contains 14980 members 
Mstep: Class 10 contains 55725 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 169800 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 12632 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180403 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 33521 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247712.000000 Penalty: 99613.000000
Iteration 225Q: 30 clusters Score -1.242477e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44756 members 
Mstep: Class 4 contains 182254 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18620 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11735 members 
Mstep: Class 9 contains 14981 members 
Mstep: Class 10 contains 55725 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 169806 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 17382 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 12632 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180400 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 33519 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247688.000000 Penalty: 99613.000000
Iteration 226Q: 30 clusters Score -1.242477e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44766 members 
Mstep: Class 4 contains 182241 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18642 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11734 members 
Mstep: Class 9 contains 14984 members 
Mstep: Class 10 contains 55725 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 169829 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8669 members 
Mstep: Class 16 contains 14483 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 12632 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180381 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 33520 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247792.000000 Penalty: 99613.000000
Iteration 227Q: 30 clusters Score -1.242478e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44775 members 
Mstep: Class 4 contains 182225 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18660 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11734 members 
Mstep: Class 9 contains 14986 members 
Mstep: Class 10 contains 55725 members 
Mstep: Class 11 contains 5273 members 
Mstep: Class 12 contains 169850 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8667 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 12629 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180347 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 33522 members 
Mstep: Class 27 contains 19488 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247920.000000 Penalty: 99613.000000
Iteration 228Q: 30 clusters Score -1.242479e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44783 members 
Mstep: Class 4 contains 182216 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18679 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11734 members 
Mstep: Class 9 contains 14992 members 
Mstep: Class 10 contains 55725 members 
Mstep: Class 11 contains 5277 members 
Mstep: Class 12 contains 169862 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8673 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2362 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180318 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 33521 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247824.000000 Penalty: 99613.000000
Iteration 229Q: 30 clusters Score -1.242478e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44793 members 
Mstep: Class 4 contains 182196 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18691 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11733 members 
Mstep: Class 9 contains 14999 members 
Mstep: Class 10 contains 55725 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 169870 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8685 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180297 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247872.000000 Penalty: 99613.000000
Iteration 230Q: 30 clusters Score -1.242479e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44797 members 
Mstep: Class 4 contains 182164 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18692 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11730 members 
Mstep: Class 9 contains 15002 members 
Mstep: Class 10 contains 55726 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 169885 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8686 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 12630 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180279 members 
Mstep: Class 25 contains 6723 members 
Mstep: Class 26 contains 33519 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247896.000000 Penalty: 99613.000000
Iteration 231Q: 30 clusters Score -1.242479e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44800 members 
Mstep: Class 4 contains 182147 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 18697 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 15003 members 
Mstep: Class 10 contains 55727 members 
Mstep: Class 11 contains 5284 members 
Mstep: Class 12 contains 169891 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8692 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 12630 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180266 members 
Mstep: Class 25 contains 6726 members 
Mstep: Class 26 contains 33520 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247976.000000 Penalty: 99613.000000
Iteration 232Q: 30 clusters Score -1.24248e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44806 members 
Mstep: Class 4 contains 182120 members 
Mstep: Class 5 contains 29115 members 
Mstep: Class 6 contains 18708 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11722 members 
Mstep: Class 9 contains 15007 members 
Mstep: Class 10 contains 55727 members 
Mstep: Class 11 contains 5285 members 
Mstep: Class 12 contains 169894 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8697 members 
Mstep: Class 16 contains 14484 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 12630 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180245 members 
Mstep: Class 25 contains 6725 members 
Mstep: Class 26 contains 33520 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247856.000000 Penalty: 99613.000000
Iteration 233Q: 30 clusters Score -1.242479e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44817 members 
Mstep: Class 4 contains 182085 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18725 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11716 members 
Mstep: Class 9 contains 15010 members 
Mstep: Class 10 contains 55729 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 169900 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 14483 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 12630 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180223 members 
Mstep: Class 25 contains 6723 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247936.000000 Penalty: 99613.000000
Iteration 234Q: 30 clusters Score -1.242479e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 44830 members 
Mstep: Class 4 contains 182043 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18743 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 55731 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 169913 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 14483 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 12629 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180209 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 33516 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247824.000000 Penalty: 99613.000000
Iteration 235Q: 30 clusters Score -1.242478e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 44842 members 
Mstep: Class 4 contains 182008 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11713 members 
Mstep: Class 9 contains 15022 members 
Mstep: Class 10 contains 55732 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 169925 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 17375 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180195 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 33515 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247784.000000 Penalty: 99613.000000
Iteration 236Q: 30 clusters Score -1.242478e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 44846 members 
Mstep: Class 4 contains 181983 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18779 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15026 members 
Mstep: Class 10 contains 55732 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 169926 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 17379 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180196 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 33516 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247928.000000 Penalty: 99613.000000
Iteration 237Q: 30 clusters Score -1.242479e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 44846 members 
Mstep: Class 4 contains 181968 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18794 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11711 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 55731 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 169933 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 14483 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 12619 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180185 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 33515 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247960.000000 Penalty: 99613.000000
Iteration 238Q: 30 clusters Score -1.24248e+08 nChanged 261
Entering ConstructFrom: 
Score: -124247960.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -137175.593750 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -137175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135068.437500 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -135068.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -135533.734375 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -135533.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135665.531250 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -135665.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135745.718750 Penalty: 3541.664551
	Iteration 3Q: 3 clusters Score -135745.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135799.218750 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -135799.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135853.734375 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -135853.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135911.156250 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -135911.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135975.156250 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -135975.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136045.750000 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -136045.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136122.906250 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -136122.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136182.171875 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -136182.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136253.000000 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -136253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136276.953125 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -136277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136311.250000 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -136311.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136366.687500 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -136366.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136433.921875 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -136433.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136521.031250 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -136521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136620.000000 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -136620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -136717.796875 Penalty: 3541.664551
	Iteration 18Q: 3 clusters Score -136717.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -136823.656250 Penalty: 3541.664551
	Iteration 19Q: 3 clusters Score -136823.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -136897.187500 Penalty: 3541.664551
	Iteration 20F: 3 clusters Score -136897.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136942.343750 Penalty: 3541.664551
	Iteration 21Q: 3 clusters Score -136942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136971.640625 Penalty: 3541.664551
	Iteration 22Q: 3 clusters Score -136971.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137015.937500 Penalty: 3541.664551
	Iteration 23Q: 3 clusters Score -137015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -137037.671875 Penalty: 3541.664551
	Iteration 24Q: 3 clusters Score -137037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137048.375000 Penalty: 3541.664551
	Iteration 25Q: 3 clusters Score -137048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137054.890625 Penalty: 3541.664551
	Iteration 26Q: 3 clusters Score -137054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137058.546875 Penalty: 3541.664551
	Iteration 27Q: 3 clusters Score -137058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137059.718750 Penalty: 3541.664551
	Iteration 28Q: 3 clusters Score -137059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137062.328125 Penalty: 3541.664551
	Iteration 29Q: 3 clusters Score -137062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137065.265625 Penalty: 3541.664551
	Iteration 30Q: 3 clusters Score -137065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137073.703125 Penalty: 3541.664551
	Iteration 31Q: 3 clusters Score -137073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -137112.171875 Penalty: 3541.664551
	Iteration 32Q: 3 clusters Score -137112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -137164.296875 Penalty: 3541.664551
	Iteration 33Q: 3 clusters Score -137164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -137213.265625 Penalty: 3541.664551
	Iteration 34Q: 3 clusters Score -137213.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137368.218750 Penalty: 3541.664551
	Iteration 35Q: 3 clusters Score -137368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -137550.125000 Penalty: 3541.664551
	Iteration 36Q: 3 clusters Score -137550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -137550.125000 Penalty: 3541.664551
	Iteration 37F: 3 clusters Score -137550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 181945 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15041 members 
Mstep: Class 10 contains 55731 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169939 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180175 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171521 members 
Mstep: Class 30 contains 763 members 
Entering Unmasked Estep 
Score: -124246728.000000 Penalty: 103047.937500
Splitting cluster 1 changes total score from -124247960.000000 to -124246728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Entering Unmasked Estep 
Score: -590985.812500 Penalty: 2122.038330
	Iteration 0F: 2 clusters Score -590985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -586384.500000 Penalty: 4244.076660
	Iteration 0F: 3 clusters Score -586384.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -587647.125000 Penalty: 4244.076660
	Iteration 1F: 3 clusters Score -587647.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -587968.687500 Penalty: 4244.076660
	Iteration 2F: 3 clusters Score -587968.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -588185.687500 Penalty: 4244.076660
	Iteration 3F: 3 clusters Score -588185.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -588334.062500 Penalty: 4244.076660
	Iteration 4Q: 3 clusters Score -588334.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -588456.375000 Penalty: 4244.076660
	Iteration 5Q: 3 clusters Score -588456.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -588618.375000 Penalty: 4244.076660
	Iteration 6Q: 3 clusters Score -588618.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -588768.750000 Penalty: 4244.076660
	Iteration 7Q: 3 clusters Score -588768.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -588897.187500 Penalty: 4244.076660
	Iteration 8Q: 3 clusters Score -588897.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -589029.000000 Penalty: 4244.076660
	Iteration 9Q: 3 clusters Score -589029 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -589151.250000 Penalty: 4244.076660
	Iteration 10Q: 3 clusters Score -589151.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -589247.000000 Penalty: 4244.076660
	Iteration 11Q: 3 clusters Score -589247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -589313.000000 Penalty: 4244.076660
	Iteration 12Q: 3 clusters Score -589313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -589357.625000 Penalty: 4244.076660
	Iteration 13Q: 3 clusters Score -589357.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -589390.500000 Penalty: 4244.076660
	Iteration 14Q: 3 clusters Score -589390.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -589421.750000 Penalty: 4244.076660
	Iteration 15Q: 3 clusters Score -589421.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -589443.750000 Penalty: 4244.076660
	Iteration 16Q: 3 clusters Score -589443.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -589462.062500 Penalty: 4244.076660
	Iteration 17Q: 3 clusters Score -589462.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -589473.250000 Penalty: 4244.076660
	Iteration 18Q: 3 clusters Score -589473.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -589487.375000 Penalty: 4244.076660
	Iteration 19Q: 3 clusters Score -589487.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -589505.250000 Penalty: 4244.076660
	Iteration 20F: 3 clusters Score -589505.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -589526.750000 Penalty: 4244.076660
	Iteration 21Q: 3 clusters Score -589526.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -589544.687500 Penalty: 4244.076660
	Iteration 22Q: 3 clusters Score -589544.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -589559.375000 Penalty: 4244.076660
	Iteration 23Q: 3 clusters Score -589559.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -589575.625000 Penalty: 4244.076660
	Iteration 24Q: 3 clusters Score -589575.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -589590.937500 Penalty: 4244.076660
	Iteration 25Q: 3 clusters Score -589590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -589602.375000 Penalty: 4244.076660
	Iteration 26Q: 3 clusters Score -589602.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -589610.750000 Penalty: 4244.076660
	Iteration 27Q: 3 clusters Score -589610.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -589616.812500 Penalty: 4244.076660
	Iteration 28Q: 3 clusters Score -589616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -589621.312500 Penalty: 4244.076660
	Iteration 29Q: 3 clusters Score -589621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -589624.312500 Penalty: 4244.076660
	Iteration 30Q: 3 clusters Score -589624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -589625.812500 Penalty: 4244.076660
	Iteration 31Q: 3 clusters Score -589625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -589626.250000 Penalty: 4244.076660
	Iteration 32Q: 3 clusters Score -589626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -589627.125000 Penalty: 4244.076660
	Iteration 33Q: 3 clusters Score -589627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -589627.625000 Penalty: 4244.076660
	Iteration 34Q: 3 clusters Score -589627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -589627.750000 Penalty: 4244.076660
	Iteration 35Q: 3 clusters Score -589627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -589627.750000 Penalty: 4244.076660
	Iteration 36F: 3 clusters Score -589627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Entering Unmasked Estep 
Score: -5308663.000000 Penalty: 2656.358643
	Iteration 0F: 2 clusters Score -5308663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5278339.500000 Penalty: 5312.717285
	Iteration 0F: 3 clusters Score -5278340 nChanged 20597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -5289584.500000 Penalty: 5312.717285
	Iteration 1F: 3 clusters Score -5289584 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -5290050.500000 Penalty: 5312.717285
	Iteration 2Q: 3 clusters Score -5290050 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -5290609.500000 Penalty: 5312.717285
	Iteration 3Q: 3 clusters Score -5290610 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -5291376.500000 Penalty: 5312.717285
	Iteration 4Q: 3 clusters Score -5291376 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5292547.000000 Penalty: 5312.717285
	Iteration 5F: 3 clusters Score -5292547 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -5294447.000000 Penalty: 5312.717285
	Iteration 6F: 3 clusters Score -5294447 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -5297342.500000 Penalty: 5312.717285
	Iteration 7F: 3 clusters Score -5297342 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5300964.500000 Penalty: 5312.717285
	Iteration 8F: 3 clusters Score -5300964 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5303980.000000 Penalty: 5312.717285
	Iteration 9F: 3 clusters Score -5303980 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -5305521.500000 Penalty: 5312.717285
	Iteration 10Q: 3 clusters Score -5305522 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -5306099.500000 Penalty: 5312.717285
	Iteration 11Q: 3 clusters Score -5306100 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -5306325.500000 Penalty: 5312.717285
	Iteration 12Q: 3 clusters Score -5306326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5306464.500000 Penalty: 5312.717285
	Iteration 13Q: 3 clusters Score -5306464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -5306525.500000 Penalty: 5312.717285
	Iteration 14Q: 3 clusters Score -5306526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -5306565.000000 Penalty: 5312.717285
	Iteration 15Q: 3 clusters Score -5306565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -5306601.000000 Penalty: 5312.717285
	Iteration 16Q: 3 clusters Score -5306601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5306614.000000 Penalty: 5312.717285
	Iteration 17Q: 3 clusters Score -5306614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5306625.000000 Penalty: 5312.717285
	Iteration 18Q: 3 clusters Score -5306625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5306630.000000 Penalty: 5312.717285
	Iteration 19Q: 3 clusters Score -5306630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -5306646.000000 Penalty: 5312.717285
	Iteration 20F: 3 clusters Score -5306646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5306663.000000 Penalty: 5312.717285
	Iteration 21Q: 3 clusters Score -5306663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5306681.000000 Penalty: 5312.717285
	Iteration 22Q: 3 clusters Score -5306681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -5306685.500000 Penalty: 5312.717285
	Iteration 23Q: 3 clusters Score -5306686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -5306680.500000 Penalty: 5312.717285
	Iteration 24Q: 3 clusters Score -5306680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -5306683.000000 Penalty: 5312.717285
	Iteration 25Q: 3 clusters Score -5306683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -5306692.000000 Penalty: 5312.717285
	Iteration 26Q: 3 clusters Score -5306692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -5306696.500000 Penalty: 5312.717285
	Iteration 27Q: 3 clusters Score -5306696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -5306708.000000 Penalty: 5312.717285
	Iteration 28Q: 3 clusters Score -5306708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5306711.500000 Penalty: 5312.717285
	Iteration 29Q: 3 clusters Score -5306712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5306714.500000 Penalty: 5312.717285
	Iteration 30Q: 3 clusters Score -5306714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5306722.000000 Penalty: 5312.717285
	Iteration 31Q: 3 clusters Score -5306722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5306723.000000 Penalty: 5312.717285
	Iteration 32Q: 3 clusters Score -5306723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5306726.500000 Penalty: 5312.717285
	Iteration 33Q: 3 clusters Score -5306726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5306726.500000 Penalty: 5312.717285
	Iteration 34Q: 3 clusters Score -5306726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5306728.000000 Penalty: 5312.717285
	Iteration 35Q: 3 clusters Score -5306728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5306728.500000 Penalty: 5312.717285
	Iteration 36Q: 3 clusters Score -5306728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5306729.500000 Penalty: 5312.717285
	Iteration 37Q: 3 clusters Score -5306730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5306729.500000 Penalty: 5312.717285
	Iteration 38F: 3 clusters Score -5306730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (181945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181945 members 
Entering Unmasked Estep 
Score: -22716116.000000 Penalty: 3003.642090
	Iteration 0F: 2 clusters Score -2.271612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -22598514.000000 Penalty: 6007.284180
	Iteration 0F: 3 clusters Score -2.259851e+07 nChanged 87358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -22649580.000000 Penalty: 6007.284180
	Iteration 1F: 3 clusters Score -2.264958e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -22650504.000000 Penalty: 6007.284180
	Iteration 2Q: 3 clusters Score -2.26505e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -22651628.000000 Penalty: 6007.284180
	Iteration 3Q: 3 clusters Score -2.265163e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -22653038.000000 Penalty: 6007.284180
	Iteration 4Q: 3 clusters Score -2.265304e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 91568 members 
Entering Unmasked Estep 
Score: -22654696.000000 Penalty: 6007.284180
	Iteration 5Q: 3 clusters Score -2.26547e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -22656910.000000 Penalty: 6007.284180
	Iteration 6Q: 3 clusters Score -2.265691e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -22659306.000000 Penalty: 6007.284180
	Iteration 7Q: 3 clusters Score -2.265931e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -22661782.000000 Penalty: 6007.284180
	Iteration 8Q: 3 clusters Score -2.266178e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -22664498.000000 Penalty: 6007.284180
	Iteration 9Q: 3 clusters Score -2.26645e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -22667234.000000 Penalty: 6007.284180
	Iteration 10Q: 3 clusters Score -2.266723e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 98765 members 
Entering Unmasked Estep 
Score: -22669492.000000 Penalty: 6007.284180
	Iteration 11Q: 3 clusters Score -2.266949e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -22671734.000000 Penalty: 6007.284180
	Iteration 12Q: 3 clusters Score -2.267173e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -22674088.000000 Penalty: 6007.284180
	Iteration 13Q: 3 clusters Score -2.267409e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -22676788.000000 Penalty: 6007.284180
	Iteration 14Q: 3 clusters Score -2.267679e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 122059 members 
Entering Unmasked Estep 
Score: -22680926.000000 Penalty: 6007.284180
	Iteration 15Q: 3 clusters Score -2.268093e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -22685918.000000 Penalty: 6007.284180
	Iteration 16F: 3 clusters Score -2.268592e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 142165 members 
Entering Unmasked Estep 
Score: -22692312.000000 Penalty: 6007.284180
	Iteration 17F: 3 clusters Score -2.269231e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 152912 members 
Entering Unmasked Estep 
Score: -22698890.000000 Penalty: 6007.284180
	Iteration 18F: 3 clusters Score -2.269889e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 162343 members 
Entering Unmasked Estep 
Score: -22704764.000000 Penalty: 6007.284180
	Iteration 19F: 3 clusters Score -2.270476e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 169552 members 
Entering Unmasked Estep 
Score: -22708844.000000 Penalty: 6007.284180
	Iteration 20F: 3 clusters Score -2.270884e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -22711094.000000 Penalty: 6007.284180
	Iteration 21Q: 3 clusters Score -2.271109e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 176845 members 
Entering Unmasked Estep 
Score: -22712202.000000 Penalty: 6007.284180
	Iteration 22Q: 3 clusters Score -2.27122e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
Score: -22712880.000000 Penalty: 6007.284180
	Iteration 23Q: 3 clusters Score -2.271288e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -22713258.000000 Penalty: 6007.284180
	Iteration 24Q: 3 clusters Score -2.271326e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 179562 members 
Entering Unmasked Estep 
Score: -22713434.000000 Penalty: 6007.284180
	Iteration 25Q: 3 clusters Score -2.271343e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 179816 members 
Entering Unmasked Estep 
Score: -22713572.000000 Penalty: 6007.284180
	Iteration 26Q: 3 clusters Score -2.271357e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 179998 members 
Entering Unmasked Estep 
Score: -22713644.000000 Penalty: 6007.284180
	Iteration 27Q: 3 clusters Score -2.271364e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 180115 members 
Entering Unmasked Estep 
Score: -22713742.000000 Penalty: 6007.284180
	Iteration 28Q: 3 clusters Score -2.271374e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 180186 members 
Entering Unmasked Estep 
Score: -22713792.000000 Penalty: 6007.284180
	Iteration 29Q: 3 clusters Score -2.271379e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 180230 members 
Entering Unmasked Estep 
Score: -22713808.000000 Penalty: 6007.284180
	Iteration 30Q: 3 clusters Score -2.271381e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 180263 members 
Entering Unmasked Estep 
Score: -22713800.000000 Penalty: 6007.284180
	Iteration 31Q: 3 clusters Score -2.27138e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 180298 members 
Entering Unmasked Estep 
Score: -22713808.000000 Penalty: 6007.284180
	Iteration 32Q: 3 clusters Score -2.271381e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 180338 members 
Entering Unmasked Estep 
Score: -22713822.000000 Penalty: 6007.284180
	Iteration 33Q: 3 clusters Score -2.271382e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 180377 members 
Entering Unmasked Estep 
Score: -22713844.000000 Penalty: 6007.284180
	Iteration 34Q: 3 clusters Score -2.271384e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 180410 members 
Entering Unmasked Estep 
Score: -22713862.000000 Penalty: 6007.284180
	Iteration 35Q: 3 clusters Score -2.271386e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 180434 members 
Entering Unmasked Estep 
Score: -22713874.000000 Penalty: 6007.284180
	Iteration 36Q: 3 clusters Score -2.271387e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 180452 members 
Entering Unmasked Estep 
Score: -22713894.000000 Penalty: 6007.284180
	Iteration 37Q: 3 clusters Score -2.271389e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 180469 members 
Entering Unmasked Estep 
Score: -22713908.000000 Penalty: 6007.284180
	Iteration 38Q: 3 clusters Score -2.271391e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -22713918.000000 Penalty: 6007.284180
	Iteration 39Q: 3 clusters Score -2.271392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 180488 members 
Entering Unmasked Estep 
Score: -22713946.000000 Penalty: 6007.284180
	Iteration 40F: 3 clusters Score -2.271395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 180485 members 
Entering Unmasked Estep 
Score: -22713956.000000 Penalty: 6007.284180
	Iteration 41Q: 3 clusters Score -2.271396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 180490 members 
Entering Unmasked Estep 
Score: -22713958.000000 Penalty: 6007.284180
	Iteration 42Q: 3 clusters Score -2.271396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 180497 members 
Entering Unmasked Estep 
Score: -22713956.000000 Penalty: 6007.284180
	Iteration 43Q: 3 clusters Score -2.271396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 180509 members 
Entering Unmasked Estep 
Score: -22713990.000000 Penalty: 6007.284180
	Iteration 44Q: 3 clusters Score -2.271399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 180515 members 
Entering Unmasked Estep 
Score: -22713996.000000 Penalty: 6007.284180
	Iteration 45Q: 3 clusters Score -2.2714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -22713978.000000 Penalty: 6007.284180
	Iteration 46Q: 3 clusters Score -2.271398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -22713982.000000 Penalty: 6007.284180
	Iteration 47Q: 3 clusters Score -2.271398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 180517 members 
Entering Unmasked Estep 
Score: -22713982.000000 Penalty: 6007.284180
	Iteration 48Q: 3 clusters Score -2.271398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -22713988.000000 Penalty: 6007.284180
	Iteration 49Q: 3 clusters Score -2.271399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 180517 members 
Entering Unmasked Estep 
Score: -22713980.000000 Penalty: 6007.284180
	Iteration 50Q: 3 clusters Score -2.271398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -22713974.000000 Penalty: 6007.284180
	Iteration 51Q: 3 clusters Score -2.271397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -22713974.000000 Penalty: 6007.284180
	Iteration 52F: 3 clusters Score -2.271397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Entering Unmasked Estep 
Score: -3579538.500000 Penalty: 2549.177246
	Iteration 0F: 2 clusters Score -3579538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3559505.250000 Penalty: 5098.354492
	Iteration 0F: 3 clusters Score -3559505 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3566707.750000 Penalty: 5098.354492
	Iteration 1F: 3 clusters Score -3566708 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3567230.250000 Penalty: 5098.354492
	Iteration 2Q: 3 clusters Score -3567230 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3567801.000000 Penalty: 5098.354492
	Iteration 3Q: 3 clusters Score -3567801 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3568397.000000 Penalty: 5098.354492
	Iteration 4Q: 3 clusters Score -3568397 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3569105.500000 Penalty: 5098.354492
	Iteration 5Q: 3 clusters Score -3569106 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3570010.750000 Penalty: 5098.354492
	Iteration 6F: 3 clusters Score -3570011 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3571287.500000 Penalty: 5098.354492
	Iteration 7F: 3 clusters Score -3571288 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3572874.250000 Penalty: 5098.354492
	Iteration 8F: 3 clusters Score -3572874 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3574571.000000 Penalty: 5098.354492
	Iteration 9F: 3 clusters Score -3574571 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3575814.750000 Penalty: 5098.354492
	Iteration 10Q: 3 clusters Score -3575815 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3576556.000000 Penalty: 5098.354492
	Iteration 11Q: 3 clusters Score -3576556 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3576954.000000 Penalty: 5098.354492
	Iteration 12Q: 3 clusters Score -3576954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3577116.250000 Penalty: 5098.354492
	Iteration 13Q: 3 clusters Score -3577116 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3577221.750000 Penalty: 5098.354492
	Iteration 14Q: 3 clusters Score -3577222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3577274.750000 Penalty: 5098.354492
	Iteration 15Q: 3 clusters Score -3577275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3577304.250000 Penalty: 5098.354492
	Iteration 16Q: 3 clusters Score -3577304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3577319.500000 Penalty: 5098.354492
	Iteration 17Q: 3 clusters Score -3577320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3577330.000000 Penalty: 5098.354492
	Iteration 18Q: 3 clusters Score -3577330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3577332.250000 Penalty: 5098.354492
	Iteration 19Q: 3 clusters Score -3577332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3577343.500000 Penalty: 5098.354492
	Iteration 20F: 3 clusters Score -3577344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3577347.000000 Penalty: 5098.354492
	Iteration 21Q: 3 clusters Score -3577347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3577350.750000 Penalty: 5098.354492
	Iteration 22Q: 3 clusters Score -3577351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3577350.750000 Penalty: 5098.354492
	Iteration 23F: 3 clusters Score -3577351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Entering Unmasked Estep 
Score: -2215799.750000 Penalty: 2440.983398
	Iteration 0F: 2 clusters Score -2215800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2202511.000000 Penalty: 4881.966797
	Iteration 0F: 3 clusters Score -2202511 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2206886.000000 Penalty: 4881.966797
	Iteration 1F: 3 clusters Score -2206886 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2207368.750000 Penalty: 4881.966797
	Iteration 2F: 3 clusters Score -2207369 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2207878.250000 Penalty: 4881.966797
	Iteration 3F: 3 clusters Score -2207878 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2208373.500000 Penalty: 4881.966797
	Iteration 4Q: 3 clusters Score -2208374 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2208939.500000 Penalty: 4881.966797
	Iteration 5Q: 3 clusters Score -2208940 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2209463.000000 Penalty: 4881.966797
	Iteration 6Q: 3 clusters Score -2209463 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2209957.750000 Penalty: 4881.966797
	Iteration 7Q: 3 clusters Score -2209958 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2210444.250000 Penalty: 4881.966797
	Iteration 8Q: 3 clusters Score -2210444 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2210968.750000 Penalty: 4881.966797
	Iteration 9Q: 3 clusters Score -2210969 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2211491.250000 Penalty: 4881.966797
	Iteration 10Q: 3 clusters Score -2211491 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2211948.000000 Penalty: 4881.966797
	Iteration 11Q: 3 clusters Score -2211948 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2212337.750000 Penalty: 4881.966797
	Iteration 12Q: 3 clusters Score -2212338 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2212669.500000 Penalty: 4881.966797
	Iteration 13Q: 3 clusters Score -2212670 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2212926.250000 Penalty: 4881.966797
	Iteration 14Q: 3 clusters Score -2212926 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2213108.500000 Penalty: 4881.966797
	Iteration 15Q: 3 clusters Score -2213108 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2213264.000000 Penalty: 4881.966797
	Iteration 16Q: 3 clusters Score -2213264 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2213396.000000 Penalty: 4881.966797
	Iteration 17Q: 3 clusters Score -2213396 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2213504.500000 Penalty: 4881.966797
	Iteration 18Q: 3 clusters Score -2213504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2213587.250000 Penalty: 4881.966797
	Iteration 19Q: 3 clusters Score -2213587 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2213661.250000 Penalty: 4881.966797
	Iteration 20F: 3 clusters Score -2213661 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2213710.250000 Penalty: 4881.966797
	Iteration 21Q: 3 clusters Score -2213710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2213737.000000 Penalty: 4881.966797
	Iteration 22Q: 3 clusters Score -2213737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2213761.500000 Penalty: 4881.966797
	Iteration 23Q: 3 clusters Score -2213762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2213779.250000 Penalty: 4881.966797
	Iteration 24Q: 3 clusters Score -2213779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2213807.500000 Penalty: 4881.966797
	Iteration 25Q: 3 clusters Score -2213808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2213817.750000 Penalty: 4881.966797
	Iteration 26Q: 3 clusters Score -2213818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2213830.250000 Penalty: 4881.966797
	Iteration 27Q: 3 clusters Score -2213830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2213838.500000 Penalty: 4881.966797
	Iteration 28Q: 3 clusters Score -2213838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2213848.250000 Penalty: 4881.966797
	Iteration 29Q: 3 clusters Score -2213848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2213852.750000 Penalty: 4881.966797
	Iteration 30Q: 3 clusters Score -2213853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2213860.250000 Penalty: 4881.966797
	Iteration 31Q: 3 clusters Score -2213860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2213862.250000 Penalty: 4881.966797
	Iteration 32Q: 3 clusters Score -2213862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2213864.250000 Penalty: 4881.966797
	Iteration 33Q: 3 clusters Score -2213864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2213869.500000 Penalty: 4881.966797
	Iteration 34Q: 3 clusters Score -2213870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2213873.000000 Penalty: 4881.966797
	Iteration 35Q: 3 clusters Score -2213873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2213873.750000 Penalty: 4881.966797
	Iteration 36Q: 3 clusters Score -2213874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2213874.000000 Penalty: 4881.966797
	Iteration 37Q: 3 clusters Score -2213874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2213873.250000 Penalty: 4881.966797
	Iteration 38Q: 3 clusters Score -2213873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2213875.250000 Penalty: 4881.966797
	Iteration 39Q: 3 clusters Score -2213875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2213878.000000 Penalty: 4881.966797
	Iteration 40F: 3 clusters Score -2213878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2213876.500000 Penalty: 4881.966797
	Iteration 41Q: 3 clusters Score -2213876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2213878.250000 Penalty: 4881.966797
	Iteration 42Q: 3 clusters Score -2213878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2213883.500000 Penalty: 4881.966797
	Iteration 43Q: 3 clusters Score -2213884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2213887.000000 Penalty: 4881.966797
	Iteration 44Q: 3 clusters Score -2213887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2213886.500000 Penalty: 4881.966797
	Iteration 45Q: 3 clusters Score -2213886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2213886.500000 Penalty: 4881.966797
	Iteration 46F: 3 clusters Score -2213886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -711490.062500 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -711490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -706410.375000 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -706410.4 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -707724.687500 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -707724.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -707976.312500 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -707976.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -708182.187500 Penalty: 4303.925293
	Iteration 3F: 3 clusters Score -708182.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -708375.375000 Penalty: 4303.925293
	Iteration 4Q: 3 clusters Score -708375.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -708536.187500 Penalty: 4303.925293
	Iteration 5Q: 3 clusters Score -708536.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -708659.687500 Penalty: 4303.925293
	Iteration 6Q: 3 clusters Score -708659.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -708742.125000 Penalty: 4303.925293
	Iteration 7Q: 3 clusters Score -708742.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -708815.812500 Penalty: 4303.925293
	Iteration 8Q: 3 clusters Score -708815.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -708863.250000 Penalty: 4303.925293
	Iteration 9Q: 3 clusters Score -708863.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -708900.250000 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -708900.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -708943.937500 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -708943.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -708981.187500 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -708981.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -709017.937500 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -709017.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -709052.875000 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -709052.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -709087.062500 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -709087.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -709128.812500 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -709128.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -709168.187500 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -709168.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -709197.875000 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -709197.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -709227.125000 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -709227.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -709259.812500 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -709259.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -709286.750000 Penalty: 4303.925293
	Iteration 21Q: 3 clusters Score -709286.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -709315.562500 Penalty: 4303.925293
	Iteration 22Q: 3 clusters Score -709315.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -709340.625000 Penalty: 4303.925293
	Iteration 23Q: 3 clusters Score -709340.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -709363.437500 Penalty: 4303.925293
	Iteration 24Q: 3 clusters Score -709363.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -709390.687500 Penalty: 4303.925293
	Iteration 25Q: 3 clusters Score -709390.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -709427.687500 Penalty: 4303.925293
	Iteration 26Q: 3 clusters Score -709427.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -709452.500000 Penalty: 4303.925293
	Iteration 27Q: 3 clusters Score -709452.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -709474.125000 Penalty: 4303.925293
	Iteration 28Q: 3 clusters Score -709474.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -709493.875000 Penalty: 4303.925293
	Iteration 29Q: 3 clusters Score -709493.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -709508.875000 Penalty: 4303.925293
	Iteration 30Q: 3 clusters Score -709508.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -709519.312500 Penalty: 4303.925293
	Iteration 31Q: 3 clusters Score -709519.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -709525.375000 Penalty: 4303.925293
	Iteration 32Q: 3 clusters Score -709525.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -709533.125000 Penalty: 4303.925293
	Iteration 33Q: 3 clusters Score -709533.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -709539.500000 Penalty: 4303.925293
	Iteration 34Q: 3 clusters Score -709539.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -709542.687500 Penalty: 4303.925293
	Iteration 35Q: 3 clusters Score -709542.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -709545.250000 Penalty: 4303.925293
	Iteration 36Q: 3 clusters Score -709545.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -709548.437500 Penalty: 4303.925293
	Iteration 37Q: 3 clusters Score -709548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -709547.812500 Penalty: 4303.925293
	Iteration 38Q: 3 clusters Score -709547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -709550.375000 Penalty: 4303.925293
	Iteration 39Q: 3 clusters Score -709550.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -709551.312500 Penalty: 4303.925293
	Iteration 40F: 3 clusters Score -709551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -709553.187500 Penalty: 4303.925293
	Iteration 41Q: 3 clusters Score -709553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -709553.562500 Penalty: 4303.925293
	Iteration 42Q: 3 clusters Score -709553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -709553.687500 Penalty: 4303.925293
	Iteration 43Q: 3 clusters Score -709553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -709553.437500 Penalty: 4303.925293
	Iteration 44Q: 3 clusters Score -709553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -709556.687500 Penalty: 4303.925293
	Iteration 45Q: 3 clusters Score -709556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -709558.812500 Penalty: 4303.925293
	Iteration 46Q: 3 clusters Score -709558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -709561.062500 Penalty: 4303.925293
	Iteration 47Q: 3 clusters Score -709561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -709563.562500 Penalty: 4303.925293
	Iteration 48Q: 3 clusters Score -709563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -709566.500000 Penalty: 4303.925293
	Iteration 49Q: 3 clusters Score -709566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -709567.437500 Penalty: 4303.925293
	Iteration 50Q: 3 clusters Score -709567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -709576.250000 Penalty: 4303.925293
	Iteration 51Q: 3 clusters Score -709576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -709581.187500 Penalty: 4303.925293
	Iteration 52Q: 3 clusters Score -709581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -709581.687500 Penalty: 4303.925293
	Iteration 53Q: 3 clusters Score -709581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -709584.812500 Penalty: 4303.925293
	Iteration 54Q: 3 clusters Score -709584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -709585.375000 Penalty: 4303.925293
	Iteration 55Q: 3 clusters Score -709585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -709589.000000 Penalty: 4303.925293
	Iteration 56Q: 3 clusters Score -709589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -709589.937500 Penalty: 4303.925293
	Iteration 57Q: 3 clusters Score -709589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -709590.937500 Penalty: 4303.925293
	Iteration 58Q: 3 clusters Score -709590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -709591.375000 Penalty: 4303.925293
	Iteration 59Q: 3 clusters Score -709591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -709592.062500 Penalty: 4303.925293
	Iteration 60F: 3 clusters Score -709592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -709592.250000 Penalty: 4303.925293
	Iteration 61Q: 3 clusters Score -709592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -709594.125000 Penalty: 4303.925293
	Iteration 62Q: 3 clusters Score -709594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -709594.875000 Penalty: 4303.925293
	Iteration 63Q: 3 clusters Score -709594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -709594.437500 Penalty: 4303.925293
	Iteration 64Q: 3 clusters Score -709594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -709594.500000 Penalty: 4303.925293
	Iteration 65Q: 3 clusters Score -709594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -709594.500000 Penalty: 4303.925293
	Iteration 66F: 3 clusters Score -709594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Entering Unmasked Estep 
Score: -1340354.625000 Penalty: 2323.355469
	Iteration 0F: 2 clusters Score -1340355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1331522.500000 Penalty: 4646.710938
	Iteration 0F: 3 clusters Score -1331522 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1334291.250000 Penalty: 4646.710938
	Iteration 1F: 3 clusters Score -1334291 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1334631.250000 Penalty: 4646.710938
	Iteration 2F: 3 clusters Score -1334631 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1334941.375000 Penalty: 4646.710938
	Iteration 3F: 3 clusters Score -1334941 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1335243.500000 Penalty: 4646.710938
	Iteration 4Q: 3 clusters Score -1335244 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1335608.250000 Penalty: 4646.710938
	Iteration 5Q: 3 clusters Score -1335608 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1336008.500000 Penalty: 4646.710938
	Iteration 6Q: 3 clusters Score -1336008 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1336365.375000 Penalty: 4646.710938
	Iteration 7Q: 3 clusters Score -1336365 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1336691.125000 Penalty: 4646.710938
	Iteration 8Q: 3 clusters Score -1336691 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1336955.625000 Penalty: 4646.710938
	Iteration 9Q: 3 clusters Score -1336956 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1337181.250000 Penalty: 4646.710938
	Iteration 10Q: 3 clusters Score -1337181 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1337394.750000 Penalty: 4646.710938
	Iteration 11Q: 3 clusters Score -1337395 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1337575.125000 Penalty: 4646.710938
	Iteration 12Q: 3 clusters Score -1337575 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1337731.750000 Penalty: 4646.710938
	Iteration 13Q: 3 clusters Score -1337732 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1337887.875000 Penalty: 4646.710938
	Iteration 14Q: 3 clusters Score -1337888 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1338056.250000 Penalty: 4646.710938
	Iteration 15Q: 3 clusters Score -1338056 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1338200.875000 Penalty: 4646.710938
	Iteration 16Q: 3 clusters Score -1338201 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1338324.125000 Penalty: 4646.710938
	Iteration 17Q: 3 clusters Score -1338324 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1338434.375000 Penalty: 4646.710938
	Iteration 18Q: 3 clusters Score -1338434 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1338536.500000 Penalty: 4646.710938
	Iteration 19Q: 3 clusters Score -1338536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1338613.500000 Penalty: 4646.710938
	Iteration 20F: 3 clusters Score -1338614 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1338667.875000 Penalty: 4646.710938
	Iteration 21Q: 3 clusters Score -1338668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1338701.125000 Penalty: 4646.710938
	Iteration 22Q: 3 clusters Score -1338701 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1338725.750000 Penalty: 4646.710938
	Iteration 23Q: 3 clusters Score -1338726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1338742.625000 Penalty: 4646.710938
	Iteration 24Q: 3 clusters Score -1338743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1338758.750000 Penalty: 4646.710938
	Iteration 25Q: 3 clusters Score -1338759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1338761.375000 Penalty: 4646.710938
	Iteration 26Q: 3 clusters Score -1338761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1338770.500000 Penalty: 4646.710938
	Iteration 27Q: 3 clusters Score -1338770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1338773.875000 Penalty: 4646.710938
	Iteration 28Q: 3 clusters Score -1338774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1338775.000000 Penalty: 4646.710938
	Iteration 29Q: 3 clusters Score -1338775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1338779.125000 Penalty: 4646.710938
	Iteration 30Q: 3 clusters Score -1338779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1338781.000000 Penalty: 4646.710938
	Iteration 31Q: 3 clusters Score -1338781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1338781.625000 Penalty: 4646.710938
	Iteration 32Q: 3 clusters Score -1338782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1338782.250000 Penalty: 4646.710938
	Iteration 33Q: 3 clusters Score -1338782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1338782.250000 Penalty: 4646.710938
	Iteration 34Q: 3 clusters Score -1338782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1338781.750000 Penalty: 4646.710938
	Iteration 35Q: 3 clusters Score -1338782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1338783.750000 Penalty: 4646.710938
	Iteration 36Q: 3 clusters Score -1338784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1338791.625000 Penalty: 4646.710938
	Iteration 37Q: 3 clusters Score -1338792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1338789.250000 Penalty: 4646.710938
	Iteration 38Q: 3 clusters Score -1338789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1338789.500000 Penalty: 4646.710938
	Iteration 39Q: 3 clusters Score -1338790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1338788.750000 Penalty: 4646.710938
	Iteration 40F: 3 clusters Score -1338789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1338790.625000 Penalty: 4646.710938
	Iteration 41Q: 3 clusters Score -1338791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1338790.125000 Penalty: 4646.710938
	Iteration 42Q: 3 clusters Score -1338790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1338790.125000 Penalty: 4646.710938
	Iteration 43Q: 3 clusters Score -1338790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1338790.000000 Penalty: 4646.710938
	Iteration 44Q: 3 clusters Score -1338790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1338790.000000 Penalty: 4646.710938
	Iteration 45F: 3 clusters Score -1338790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Entering Unmasked Estep 
Score: -1840099.375000 Penalty: 2385.396729
	Iteration 0F: 2 clusters Score -1840099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1829195.500000 Penalty: 4770.793457
	Iteration 0F: 3 clusters Score -1829196 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1832599.125000 Penalty: 4770.793457
	Iteration 1F: 3 clusters Score -1832599 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1832973.875000 Penalty: 4770.793457
	Iteration 2F: 3 clusters Score -1832974 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1833223.250000 Penalty: 4770.793457
	Iteration 3Q: 3 clusters Score -1833223 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1833432.000000 Penalty: 4770.793457
	Iteration 4Q: 3 clusters Score -1833432 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1833628.250000 Penalty: 4770.793457
	Iteration 5Q: 3 clusters Score -1833628 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1833820.375000 Penalty: 4770.793457
	Iteration 6Q: 3 clusters Score -1833820 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1834043.750000 Penalty: 4770.793457
	Iteration 7Q: 3 clusters Score -1834044 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1834299.375000 Penalty: 4770.793457
	Iteration 8Q: 3 clusters Score -1834299 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1834610.125000 Penalty: 4770.793457
	Iteration 9Q: 3 clusters Score -1834610 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1834989.750000 Penalty: 4770.793457
	Iteration 10Q: 3 clusters Score -1834990 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1835455.125000 Penalty: 4770.793457
	Iteration 11Q: 3 clusters Score -1835455 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1835956.500000 Penalty: 4770.793457
	Iteration 12Q: 3 clusters Score -1835956 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1836452.375000 Penalty: 4770.793457
	Iteration 13Q: 3 clusters Score -1836452 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1836909.750000 Penalty: 4770.793457
	Iteration 14Q: 3 clusters Score -1836910 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1837235.375000 Penalty: 4770.793457
	Iteration 15Q: 3 clusters Score -1837235 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1837465.375000 Penalty: 4770.793457
	Iteration 16Q: 3 clusters Score -1837465 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1837620.125000 Penalty: 4770.793457
	Iteration 17Q: 3 clusters Score -1837620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1837734.750000 Penalty: 4770.793457
	Iteration 18Q: 3 clusters Score -1837735 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1837814.375000 Penalty: 4770.793457
	Iteration 19Q: 3 clusters Score -1837814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1837876.875000 Penalty: 4770.793457
	Iteration 20F: 3 clusters Score -1837877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1837913.875000 Penalty: 4770.793457
	Iteration 21Q: 3 clusters Score -1837914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1837933.125000 Penalty: 4770.793457
	Iteration 22Q: 3 clusters Score -1837933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1837951.375000 Penalty: 4770.793457
	Iteration 23Q: 3 clusters Score -1837951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1837964.375000 Penalty: 4770.793457
	Iteration 24Q: 3 clusters Score -1837964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1837972.375000 Penalty: 4770.793457
	Iteration 25Q: 3 clusters Score -1837972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1837974.750000 Penalty: 4770.793457
	Iteration 26Q: 3 clusters Score -1837975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1837977.750000 Penalty: 4770.793457
	Iteration 27Q: 3 clusters Score -1837978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1837982.625000 Penalty: 4770.793457
	Iteration 28Q: 3 clusters Score -1837983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1837987.250000 Penalty: 4770.793457
	Iteration 29Q: 3 clusters Score -1837987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1837989.625000 Penalty: 4770.793457
	Iteration 30Q: 3 clusters Score -1837990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1837990.125000 Penalty: 4770.793457
	Iteration 31Q: 3 clusters Score -1837990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1837992.500000 Penalty: 4770.793457
	Iteration 32Q: 3 clusters Score -1837992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1837992.500000 Penalty: 4770.793457
	Iteration 33F: 3 clusters Score -1837992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Entering Unmasked Estep 
Score: -6849800.000000 Penalty: 2710.216553
	Iteration 0F: 2 clusters Score -6849800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -6812564.000000 Penalty: 5420.433105
	Iteration 0F: 3 clusters Score -6812564 nChanged 25724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -6826858.000000 Penalty: 5420.433105
	Iteration 1F: 3 clusters Score -6826858 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -6827570.500000 Penalty: 5420.433105
	Iteration 2Q: 3 clusters Score -6827570 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6828303.000000 Penalty: 5420.433105
	Iteration 3Q: 3 clusters Score -6828303 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -6829300.000000 Penalty: 5420.433105
	Iteration 4Q: 3 clusters Score -6829300 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -6830556.000000 Penalty: 5420.433105
	Iteration 5Q: 3 clusters Score -6830556 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -6832216.500000 Penalty: 5420.433105
	Iteration 6F: 3 clusters Score -6832216 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -6834041.000000 Penalty: 5420.433105
	Iteration 7F: 3 clusters Score -6834041 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -6835814.500000 Penalty: 5420.433105
	Iteration 8F: 3 clusters Score -6835814 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -6837260.500000 Penalty: 5420.433105
	Iteration 9F: 3 clusters Score -6837260 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -6838273.000000 Penalty: 5420.433105
	Iteration 10Q: 3 clusters Score -6838273 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -6838999.500000 Penalty: 5420.433105
	Iteration 11Q: 3 clusters Score -6839000 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -6839407.500000 Penalty: 5420.433105
	Iteration 12Q: 3 clusters Score -6839408 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -6839717.500000 Penalty: 5420.433105
	Iteration 13Q: 3 clusters Score -6839718 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -6840037.500000 Penalty: 5420.433105
	Iteration 14Q: 3 clusters Score -6840038 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -6840269.000000 Penalty: 5420.433105
	Iteration 15Q: 3 clusters Score -6840269 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -6840546.000000 Penalty: 5420.433105
	Iteration 16Q: 3 clusters Score -6840546 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -6840890.500000 Penalty: 5420.433105
	Iteration 17Q: 3 clusters Score -6840890 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -6841313.500000 Penalty: 5420.433105
	Iteration 18Q: 3 clusters Score -6841314 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -6841878.500000 Penalty: 5420.433105
	Iteration 19Q: 3 clusters Score -6841878 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -6842532.500000 Penalty: 5420.433105
	Iteration 20F: 3 clusters Score -6842532 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -6843283.000000 Penalty: 5420.433105
	Iteration 21Q: 3 clusters Score -6843283 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6844030.000000 Penalty: 5420.433105
	Iteration 22Q: 3 clusters Score -6844030 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6844825.500000 Penalty: 5420.433105
	Iteration 23Q: 3 clusters Score -6844826 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -6845480.000000 Penalty: 5420.433105
	Iteration 24Q: 3 clusters Score -6845480 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6846081.000000 Penalty: 5420.433105
	Iteration 25Q: 3 clusters Score -6846081 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6846537.500000 Penalty: 5420.433105
	Iteration 26Q: 3 clusters Score -6846538 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -6846881.500000 Penalty: 5420.433105
	Iteration 27Q: 3 clusters Score -6846882 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -6847145.500000 Penalty: 5420.433105
	Iteration 28Q: 3 clusters Score -6847146 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -6847303.000000 Penalty: 5420.433105
	Iteration 29Q: 3 clusters Score -6847303 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -6847412.500000 Penalty: 5420.433105
	Iteration 30Q: 3 clusters Score -6847412 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -6847463.000000 Penalty: 5420.433105
	Iteration 31Q: 3 clusters Score -6847463 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -6847519.000000 Penalty: 5420.433105
	Iteration 32Q: 3 clusters Score -6847519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -6847557.000000 Penalty: 5420.433105
	Iteration 33Q: 3 clusters Score -6847557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -6847579.500000 Penalty: 5420.433105
	Iteration 34Q: 3 clusters Score -6847580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6847589.000000 Penalty: 5420.433105
	Iteration 35Q: 3 clusters Score -6847589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -6847601.500000 Penalty: 5420.433105
	Iteration 36Q: 3 clusters Score -6847602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6847615.500000 Penalty: 5420.433105
	Iteration 37Q: 3 clusters Score -6847616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -6847623.000000 Penalty: 5420.433105
	Iteration 38Q: 3 clusters Score -6847623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -6847627.000000 Penalty: 5420.433105
	Iteration 39Q: 3 clusters Score -6847627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -6847623.500000 Penalty: 5420.433105
	Iteration 40F: 3 clusters Score -6847624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6847618.000000 Penalty: 5420.433105
	Iteration 41Q: 3 clusters Score -6847618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -6847629.500000 Penalty: 5420.433105
	Iteration 42Q: 3 clusters Score -6847630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -6847636.000000 Penalty: 5420.433105
	Iteration 43Q: 3 clusters Score -6847636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -6847649.000000 Penalty: 5420.433105
	Iteration 44Q: 3 clusters Score -6847649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -6847649.000000 Penalty: 5420.433105
	Iteration 45Q: 3 clusters Score -6847649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -6847665.500000 Penalty: 5420.433105
	Iteration 46Q: 3 clusters Score -6847666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -6847667.500000 Penalty: 5420.433105
	Iteration 47Q: 3 clusters Score -6847668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -6847680.000000 Penalty: 5420.433105
	Iteration 48Q: 3 clusters Score -6847680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6847691.500000 Penalty: 5420.433105
	Iteration 49Q: 3 clusters Score -6847692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -6847699.000000 Penalty: 5420.433105
	Iteration 50Q: 3 clusters Score -6847699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6847704.000000 Penalty: 5420.433105
	Iteration 51Q: 3 clusters Score -6847704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -6847712.000000 Penalty: 5420.433105
	Iteration 52Q: 3 clusters Score -6847712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -6847707.500000 Penalty: 5420.433105
	Iteration 53Q: 3 clusters Score -6847708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -6847714.500000 Penalty: 5420.433105
	Iteration 54Q: 3 clusters Score -6847714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -6847715.500000 Penalty: 5420.433105
	Iteration 55Q: 3 clusters Score -6847716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -6847711.500000 Penalty: 5420.433105
	Iteration 56Q: 3 clusters Score -6847712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -6847716.500000 Penalty: 5420.433105
	Iteration 57Q: 3 clusters Score -6847716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6847714.500000 Penalty: 5420.433105
	Iteration 58Q: 3 clusters Score -6847714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -6847709.000000 Penalty: 5420.433105
	Iteration 59Q: 3 clusters Score -6847709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6847719.500000 Penalty: 5420.433105
	Iteration 60F: 3 clusters Score -6847720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -6847716.500000 Penalty: 5420.433105
	Iteration 61Q: 3 clusters Score -6847716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6847714.000000 Penalty: 5420.433105
	Iteration 62Q: 3 clusters Score -6847714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -6847717.500000 Penalty: 5420.433105
	Iteration 63Q: 3 clusters Score -6847718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6847712.000000 Penalty: 5420.433105
	Iteration 64Q: 3 clusters Score -6847712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6847712.000000 Penalty: 5420.433105
	Iteration 65F: 3 clusters Score -6847712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -640603.312500 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -640603.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -635901.812500 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -635901.8 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -637033.812500 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -637033.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -637229.625000 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -637229.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -637354.500000 Penalty: 4252.492188
	Iteration 3Q: 3 clusters Score -637354.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -637449.000000 Penalty: 4252.492188
	Iteration 4Q: 3 clusters Score -637449 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -637511.312500 Penalty: 4252.492188
	Iteration 5Q: 3 clusters Score -637511.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -637561.500000 Penalty: 4252.492188
	Iteration 6Q: 3 clusters Score -637561.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -637615.625000 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -637615.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -637684.375000 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -637684.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -637777.437500 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -637777.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -637910.125000 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -637910.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -638075.375000 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -638075.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -638213.562500 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -638213.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -638325.562500 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -638325.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -638411.875000 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -638411.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -638492.125000 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -638492.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -638563.062500 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -638563.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -638628.937500 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -638628.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -638700.125000 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -638700.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -638776.312500 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -638776.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -638838.687500 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -638838.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -638890.812500 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -638890.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -638932.812500 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -638932.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -638959.875000 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -638959.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -638980.812500 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -638980.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -639005.625000 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -639005.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -639029.250000 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -639029.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -639058.750000 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -639058.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -639083.937500 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -639083.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -639120.625000 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -639120.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -639154.437500 Penalty: 4252.492188
	Iteration 30Q: 3 clusters Score -639154.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -639183.000000 Penalty: 4252.492188
	Iteration 31Q: 3 clusters Score -639183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -639208.562500 Penalty: 4252.492188
	Iteration 32Q: 3 clusters Score -639208.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -639224.812500 Penalty: 4252.492188
	Iteration 33Q: 3 clusters Score -639224.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -639237.000000 Penalty: 4252.492188
	Iteration 34Q: 3 clusters Score -639237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -639246.125000 Penalty: 4252.492188
	Iteration 35Q: 3 clusters Score -639246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -639251.375000 Penalty: 4252.492188
	Iteration 36Q: 3 clusters Score -639251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -639257.062500 Penalty: 4252.492188
	Iteration 37Q: 3 clusters Score -639257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -639266.000000 Penalty: 4252.492188
	Iteration 38Q: 3 clusters Score -639266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -639271.750000 Penalty: 4252.492188
	Iteration 39Q: 3 clusters Score -639271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -639274.937500 Penalty: 4252.492188
	Iteration 40F: 3 clusters Score -639274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -639278.750000 Penalty: 4252.492188
	Iteration 41Q: 3 clusters Score -639278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -639278.812500 Penalty: 4252.492188
	Iteration 42Q: 3 clusters Score -639278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -639279.687500 Penalty: 4252.492188
	Iteration 43Q: 3 clusters Score -639279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -639280.812500 Penalty: 4252.492188
	Iteration 44Q: 3 clusters Score -639280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -639282.937500 Penalty: 4252.492188
	Iteration 45Q: 3 clusters Score -639282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -639282.937500 Penalty: 4252.492188
	Iteration 46F: 3 clusters Score -639282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Entering Unmasked Estep 
Score: -20695262.000000 Penalty: 2986.712402
	Iteration 0F: 2 clusters Score -2.069526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -20582970.000000 Penalty: 5973.424805
	Iteration 0F: 3 clusters Score -2.058297e+07 nChanged 81683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -20630518.000000 Penalty: 5973.424805
	Iteration 1F: 3 clusters Score -2.063052e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -20631626.000000 Penalty: 5973.424805
	Iteration 2Q: 3 clusters Score -2.063163e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -20632850.000000 Penalty: 5973.424805
	Iteration 3Q: 3 clusters Score -2.063285e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -20634060.000000 Penalty: 5973.424805
	Iteration 4Q: 3 clusters Score -2.063406e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -20635510.000000 Penalty: 5973.424805
	Iteration 5Q: 3 clusters Score -2.063551e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -20637762.000000 Penalty: 5973.424805
	Iteration 6Q: 3 clusters Score -2.063776e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -20640770.000000 Penalty: 5973.424805
	Iteration 7Q: 3 clusters Score -2.064077e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -20644468.000000 Penalty: 5973.424805
	Iteration 8F: 3 clusters Score -2.064447e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -20649174.000000 Penalty: 5973.424805
	Iteration 9F: 3 clusters Score -2.064917e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -20654538.000000 Penalty: 5973.424805
	Iteration 10F: 3 clusters Score -2.065454e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125340 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -20660786.000000 Penalty: 5973.424805
	Iteration 11F: 3 clusters Score -2.066079e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135071 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -20667392.000000 Penalty: 5973.424805
	Iteration 12F: 3 clusters Score -2.066739e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144614 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -20674262.000000 Penalty: 5973.424805
	Iteration 13F: 3 clusters Score -2.067426e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -20680802.000000 Penalty: 5973.424805
	Iteration 14F: 3 clusters Score -2.06808e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -20685908.000000 Penalty: 5973.424805
	Iteration 15Q: 3 clusters Score -2.068591e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -20689158.000000 Penalty: 5973.424805
	Iteration 16Q: 3 clusters Score -2.068916e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167347 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20690922.000000 Penalty: 5973.424805
	Iteration 17Q: 3 clusters Score -2.069092e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20691770.000000 Penalty: 5973.424805
	Iteration 18Q: 3 clusters Score -2.069177e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169101 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20692130.000000 Penalty: 5973.424805
	Iteration 19Q: 3 clusters Score -2.069213e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169335 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -20692378.000000 Penalty: 5973.424805
	Iteration 20F: 3 clusters Score -2.069238e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -20692490.000000 Penalty: 5973.424805
	Iteration 21Q: 3 clusters Score -2.069249e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20692544.000000 Penalty: 5973.424805
	Iteration 22Q: 3 clusters Score -2.069254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20692596.000000 Penalty: 5973.424805
	Iteration 23Q: 3 clusters Score -2.06926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -20692616.000000 Penalty: 5973.424805
	Iteration 24Q: 3 clusters Score -2.069262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20692634.000000 Penalty: 5973.424805
	Iteration 25Q: 3 clusters Score -2.069263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20692670.000000 Penalty: 5973.424805
	Iteration 26Q: 3 clusters Score -2.069267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20692684.000000 Penalty: 5973.424805
	Iteration 27Q: 3 clusters Score -2.069268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20692686.000000 Penalty: 5973.424805
	Iteration 28Q: 3 clusters Score -2.069269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20692702.000000 Penalty: 5973.424805
	Iteration 29Q: 3 clusters Score -2.06927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169556 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20692690.000000 Penalty: 5973.424805
	Iteration 30Q: 3 clusters Score -2.069269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20692698.000000 Penalty: 5973.424805
	Iteration 31Q: 3 clusters Score -2.06927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20692716.000000 Penalty: 5973.424805
	Iteration 32Q: 3 clusters Score -2.069272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20692714.000000 Penalty: 5973.424805
	Iteration 33Q: 3 clusters Score -2.069271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20692718.000000 Penalty: 5973.424805
	Iteration 34Q: 3 clusters Score -2.069272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169563 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20692710.000000 Penalty: 5973.424805
	Iteration 35Q: 3 clusters Score -2.069271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169563 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20692710.000000 Penalty: 5973.424805
	Iteration 36F: 3 clusters Score -2.069271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -32291.617188 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -32291.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30993.611328 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30993.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31186.648438 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -31186.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31311.683594 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -31311.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31469.462891 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -31469.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31591.335938 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -31591.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31727.550781 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -31727.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31787.578125 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -31787.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31792.445312 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -31792.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31794.769531 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -31794.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31800.593750 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -31800.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31844.119141 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -31844.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31934.384766 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -31934.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31985.652344 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -31985.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32036.988281 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -32036.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32185.919922 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -32185.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32198.082031 Penalty: 2912.570557
	Iteration 15Q: 3 clusters Score -32198.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32213.839844 Penalty: 2912.570557
	Iteration 16Q: 3 clusters Score -32213.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32273.220703 Penalty: 2912.570557
	Iteration 17Q: 3 clusters Score -32273.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32336.371094 Penalty: 2912.570557
	Iteration 18Q: 3 clusters Score -32336.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32523.914062 Penalty: 2912.570557
	Iteration 19Q: 3 clusters Score -32523.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32825.601562 Penalty: 2912.570557
	Iteration 20F: 3 clusters Score -32825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32884.703125 Penalty: 2912.570557
	Iteration 21Q: 3 clusters Score -32884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32913.359375 Penalty: 2912.570557
	Iteration 22Q: 3 clusters Score -32913.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32913.359375 Penalty: 2912.570557
	Iteration 23F: 3 clusters Score -32913.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 181945 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15041 members 
Mstep: Class 10 contains 55731 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169939 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180175 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171521 members 
Mstep: Class 30 contains 149 members 
Entering Unmasked Estep 
Score: -124246592.000000 Penalty: 103047.937500
Splitting cluster 13 changes total score from -124247960.000000 to -124246592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -621326.750000 Penalty: 2118.097168
	Iteration 0F: 2 clusters Score -621326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -616722.937500 Penalty: 4236.194336
	Iteration 0F: 3 clusters Score -616722.9 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -617840.750000 Penalty: 4236.194336
	Iteration 1F: 3 clusters Score -617840.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -618083.875000 Penalty: 4236.194336
	Iteration 2F: 3 clusters Score -618083.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -618246.250000 Penalty: 4236.194336
	Iteration 3F: 3 clusters Score -618246.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -618370.875000 Penalty: 4236.194336
	Iteration 4Q: 3 clusters Score -618370.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -618472.062500 Penalty: 4236.194336
	Iteration 5Q: 3 clusters Score -618472.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -618563.750000 Penalty: 4236.194336
	Iteration 6Q: 3 clusters Score -618563.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -618634.812500 Penalty: 4236.194336
	Iteration 7Q: 3 clusters Score -618634.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -618705.812500 Penalty: 4236.194336
	Iteration 8Q: 3 clusters Score -618705.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -618773.437500 Penalty: 4236.194336
	Iteration 9Q: 3 clusters Score -618773.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -618837.812500 Penalty: 4236.194336
	Iteration 10Q: 3 clusters Score -618837.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -618903.000000 Penalty: 4236.194336
	Iteration 11Q: 3 clusters Score -618903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -618965.187500 Penalty: 4236.194336
	Iteration 12Q: 3 clusters Score -618965.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -619012.875000 Penalty: 4236.194336
	Iteration 13Q: 3 clusters Score -619012.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -619050.562500 Penalty: 4236.194336
	Iteration 14Q: 3 clusters Score -619050.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -619090.000000 Penalty: 4236.194336
	Iteration 15Q: 3 clusters Score -619090 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -619137.062500 Penalty: 4236.194336
	Iteration 16Q: 3 clusters Score -619137.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -619176.312500 Penalty: 4236.194336
	Iteration 17Q: 3 clusters Score -619176.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -619214.625000 Penalty: 4236.194336
	Iteration 18Q: 3 clusters Score -619214.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -619252.750000 Penalty: 4236.194336
	Iteration 19Q: 3 clusters Score -619252.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -619288.437500 Penalty: 4236.194336
	Iteration 20F: 3 clusters Score -619288.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -619323.125000 Penalty: 4236.194336
	Iteration 21Q: 3 clusters Score -619323.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -619353.437500 Penalty: 4236.194336
	Iteration 22Q: 3 clusters Score -619353.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -619385.250000 Penalty: 4236.194336
	Iteration 23Q: 3 clusters Score -619385.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -619409.375000 Penalty: 4236.194336
	Iteration 24Q: 3 clusters Score -619409.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -619431.437500 Penalty: 4236.194336
	Iteration 25Q: 3 clusters Score -619431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -619442.750000 Penalty: 4236.194336
	Iteration 26Q: 3 clusters Score -619442.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -619450.312500 Penalty: 4236.194336
	Iteration 27Q: 3 clusters Score -619450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -619456.625000 Penalty: 4236.194336
	Iteration 28Q: 3 clusters Score -619456.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -619462.125000 Penalty: 4236.194336
	Iteration 29Q: 3 clusters Score -619462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -619466.062500 Penalty: 4236.194336
	Iteration 30Q: 3 clusters Score -619466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -619466.250000 Penalty: 4236.194336
	Iteration 31Q: 3 clusters Score -619466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -619468.562500 Penalty: 4236.194336
	Iteration 32Q: 3 clusters Score -619468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -619468.562500 Penalty: 4236.194336
	Iteration 33F: 3 clusters Score -619468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -1049459.000000 Penalty: 2250.111572
	Iteration 0F: 2 clusters Score -1049459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1042546.375000 Penalty: 4500.223145
	Iteration 0F: 3 clusters Score -1042546 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1044442.687500 Penalty: 4500.223145
	Iteration 1F: 3 clusters Score -1044443 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1044768.125000 Penalty: 4500.223145
	Iteration 2F: 3 clusters Score -1044768 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1045032.437500 Penalty: 4500.223145
	Iteration 3F: 3 clusters Score -1045032 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1045320.812500 Penalty: 4500.223145
	Iteration 4F: 3 clusters Score -1045321 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1045620.250000 Penalty: 4500.223145
	Iteration 5F: 3 clusters Score -1045620 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1045901.625000 Penalty: 4500.223145
	Iteration 6Q: 3 clusters Score -1045902 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1046156.500000 Penalty: 4500.223145
	Iteration 7Q: 3 clusters Score -1046156 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1046390.250000 Penalty: 4500.223145
	Iteration 8Q: 3 clusters Score -1046390 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1046591.375000 Penalty: 4500.223145
	Iteration 9Q: 3 clusters Score -1046591 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1046773.812500 Penalty: 4500.223145
	Iteration 10Q: 3 clusters Score -1046774 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1046935.937500 Penalty: 4500.223145
	Iteration 11Q: 3 clusters Score -1046936 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1047086.125000 Penalty: 4500.223145
	Iteration 12Q: 3 clusters Score -1047086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1047226.750000 Penalty: 4500.223145
	Iteration 13Q: 3 clusters Score -1047227 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1047362.562500 Penalty: 4500.223145
	Iteration 14Q: 3 clusters Score -1047363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1047477.062500 Penalty: 4500.223145
	Iteration 15Q: 3 clusters Score -1047477 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1047581.687500 Penalty: 4500.223145
	Iteration 16Q: 3 clusters Score -1047582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1047656.812500 Penalty: 4500.223145
	Iteration 17Q: 3 clusters Score -1047657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1047719.562500 Penalty: 4500.223145
	Iteration 18Q: 3 clusters Score -1047720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1047794.000000 Penalty: 4500.223145
	Iteration 19Q: 3 clusters Score -1047794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1047835.250000 Penalty: 4500.223145
	Iteration 20F: 3 clusters Score -1047835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1047870.062500 Penalty: 4500.223145
	Iteration 21Q: 3 clusters Score -1047870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1047890.500000 Penalty: 4500.223145
	Iteration 22Q: 3 clusters Score -1047890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1047905.125000 Penalty: 4500.223145
	Iteration 23Q: 3 clusters Score -1047905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1047915.375000 Penalty: 4500.223145
	Iteration 24Q: 3 clusters Score -1047915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1047926.500000 Penalty: 4500.223145
	Iteration 25Q: 3 clusters Score -1047926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1047934.937500 Penalty: 4500.223145
	Iteration 26Q: 3 clusters Score -1047935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1047939.500000 Penalty: 4500.223145
	Iteration 27Q: 3 clusters Score -1047940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1047941.562500 Penalty: 4500.223145
	Iteration 28Q: 3 clusters Score -1047942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1047943.312500 Penalty: 4500.223145
	Iteration 29Q: 3 clusters Score -1047943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1047944.125000 Penalty: 4500.223145
	Iteration 30Q: 3 clusters Score -1047944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1047944.687500 Penalty: 4500.223145
	Iteration 31Q: 3 clusters Score -1047945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1047945.000000 Penalty: 4500.223145
	Iteration 32Q: 3 clusters Score -1047945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1047945.687500 Penalty: 4500.223145
	Iteration 33Q: 3 clusters Score -1047946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1047945.687500 Penalty: 4500.223145
	Iteration 34F: 3 clusters Score -1047946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -1734779.125000 Penalty: 2375.952881
	Iteration 0F: 2 clusters Score -1734779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1724375.250000 Penalty: 4751.905762
	Iteration 0F: 3 clusters Score -1724375 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1727890.875000 Penalty: 4751.905762
	Iteration 1F: 3 clusters Score -1727891 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1728613.500000 Penalty: 4751.905762
	Iteration 2F: 3 clusters Score -1728614 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1729250.125000 Penalty: 4751.905762
	Iteration 3F: 3 clusters Score -1729250 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1729834.750000 Penalty: 4751.905762
	Iteration 4F: 3 clusters Score -1729835 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1730293.125000 Penalty: 4751.905762
	Iteration 5F: 3 clusters Score -1730293 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1730689.625000 Penalty: 4751.905762
	Iteration 6Q: 3 clusters Score -1730690 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1731026.125000 Penalty: 4751.905762
	Iteration 7Q: 3 clusters Score -1731026 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1731294.500000 Penalty: 4751.905762
	Iteration 8Q: 3 clusters Score -1731294 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1731503.000000 Penalty: 4751.905762
	Iteration 9Q: 3 clusters Score -1731503 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1731681.000000 Penalty: 4751.905762
	Iteration 10Q: 3 clusters Score -1731681 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1731829.625000 Penalty: 4751.905762
	Iteration 11Q: 3 clusters Score -1731830 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1731930.625000 Penalty: 4751.905762
	Iteration 12Q: 3 clusters Score -1731931 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1731998.625000 Penalty: 4751.905762
	Iteration 13Q: 3 clusters Score -1731999 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1732060.250000 Penalty: 4751.905762
	Iteration 14Q: 3 clusters Score -1732060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1732120.750000 Penalty: 4751.905762
	Iteration 15Q: 3 clusters Score -1732121 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1732189.000000 Penalty: 4751.905762
	Iteration 16Q: 3 clusters Score -1732189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1732235.375000 Penalty: 4751.905762
	Iteration 17Q: 3 clusters Score -1732235 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1732285.250000 Penalty: 4751.905762
	Iteration 18Q: 3 clusters Score -1732285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1732319.500000 Penalty: 4751.905762
	Iteration 19Q: 3 clusters Score -1732320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1732351.875000 Penalty: 4751.905762
	Iteration 20F: 3 clusters Score -1732352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1732394.250000 Penalty: 4751.905762
	Iteration 21Q: 3 clusters Score -1732394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1732434.250000 Penalty: 4751.905762
	Iteration 22Q: 3 clusters Score -1732434 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1732470.250000 Penalty: 4751.905762
	Iteration 23Q: 3 clusters Score -1732470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1732503.375000 Penalty: 4751.905762
	Iteration 24Q: 3 clusters Score -1732503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1732542.750000 Penalty: 4751.905762
	Iteration 25Q: 3 clusters Score -1732543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1732575.250000 Penalty: 4751.905762
	Iteration 26Q: 3 clusters Score -1732575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1732605.750000 Penalty: 4751.905762
	Iteration 27Q: 3 clusters Score -1732606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1732635.000000 Penalty: 4751.905762
	Iteration 28Q: 3 clusters Score -1732635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1732641.750000 Penalty: 4751.905762
	Iteration 29Q: 3 clusters Score -1732642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1732660.000000 Penalty: 4751.905762
	Iteration 30Q: 3 clusters Score -1732660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1732674.250000 Penalty: 4751.905762
	Iteration 31Q: 3 clusters Score -1732674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1732688.000000 Penalty: 4751.905762
	Iteration 32Q: 3 clusters Score -1732688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1732703.625000 Penalty: 4751.905762
	Iteration 33Q: 3 clusters Score -1732704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1732718.875000 Penalty: 4751.905762
	Iteration 34Q: 3 clusters Score -1732719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1732731.500000 Penalty: 4751.905762
	Iteration 35Q: 3 clusters Score -1732732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1732746.375000 Penalty: 4751.905762
	Iteration 36Q: 3 clusters Score -1732746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1732763.500000 Penalty: 4751.905762
	Iteration 37Q: 3 clusters Score -1732764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1732778.000000 Penalty: 4751.905762
	Iteration 38Q: 3 clusters Score -1732778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1732800.500000 Penalty: 4751.905762
	Iteration 39Q: 3 clusters Score -1732800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1732826.000000 Penalty: 4751.905762
	Iteration 40F: 3 clusters Score -1732826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1732840.000000 Penalty: 4751.905762
	Iteration 41Q: 3 clusters Score -1732840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1732857.750000 Penalty: 4751.905762
	Iteration 42Q: 3 clusters Score -1732858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1732871.125000 Penalty: 4751.905762
	Iteration 43Q: 3 clusters Score -1732871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1732888.125000 Penalty: 4751.905762
	Iteration 44Q: 3 clusters Score -1732888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1732901.625000 Penalty: 4751.905762
	Iteration 45Q: 3 clusters Score -1732902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1732920.375000 Penalty: 4751.905762
	Iteration 46Q: 3 clusters Score -1732920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1732942.375000 Penalty: 4751.905762
	Iteration 47Q: 3 clusters Score -1732942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1732968.625000 Penalty: 4751.905762
	Iteration 48Q: 3 clusters Score -1732969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1732988.000000 Penalty: 4751.905762
	Iteration 49Q: 3 clusters Score -1732988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1733005.875000 Penalty: 4751.905762
	Iteration 50Q: 3 clusters Score -1733006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1733022.500000 Penalty: 4751.905762
	Iteration 51Q: 3 clusters Score -1733022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1733036.000000 Penalty: 4751.905762
	Iteration 52Q: 3 clusters Score -1733036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1733045.500000 Penalty: 4751.905762
	Iteration 53Q: 3 clusters Score -1733046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1733058.750000 Penalty: 4751.905762
	Iteration 54Q: 3 clusters Score -1733059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1733074.000000 Penalty: 4751.905762
	Iteration 55Q: 3 clusters Score -1733074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1733093.875000 Penalty: 4751.905762
	Iteration 56Q: 3 clusters Score -1733094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1733099.375000 Penalty: 4751.905762
	Iteration 57Q: 3 clusters Score -1733099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1733100.875000 Penalty: 4751.905762
	Iteration 58Q: 3 clusters Score -1733101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1733109.500000 Penalty: 4751.905762
	Iteration 59Q: 3 clusters Score -1733110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1733110.500000 Penalty: 4751.905762
	Iteration 60F: 3 clusters Score -1733110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1733119.625000 Penalty: 4751.905762
	Iteration 61Q: 3 clusters Score -1733120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1733122.000000 Penalty: 4751.905762
	Iteration 62Q: 3 clusters Score -1733122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1733124.125000 Penalty: 4751.905762
	Iteration 63Q: 3 clusters Score -1733124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1733122.250000 Penalty: 4751.905762
	Iteration 64Q: 3 clusters Score -1733122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1733127.750000 Penalty: 4751.905762
	Iteration 65Q: 3 clusters Score -1733128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1733127.750000 Penalty: 4751.905762
	Iteration 66F: 3 clusters Score -1733128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Entering Unmasked Estep 
Score: -2073978.375000 Penalty: 2421.214111
	Iteration 0F: 2 clusters Score -2073978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2061527.375000 Penalty: 4842.428223
	Iteration 0F: 3 clusters Score -2061527 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2065732.375000 Penalty: 4842.428223
	Iteration 1F: 3 clusters Score -2065732 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2066214.500000 Penalty: 4842.428223
	Iteration 2F: 3 clusters Score -2066214 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2066732.250000 Penalty: 4842.428223
	Iteration 3F: 3 clusters Score -2066732 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2067312.250000 Penalty: 4842.428223
	Iteration 4F: 3 clusters Score -2067312 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2067951.250000 Penalty: 4842.428223
	Iteration 5F: 3 clusters Score -2067951 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2068557.250000 Penalty: 4842.428223
	Iteration 6F: 3 clusters Score -2068557 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2069188.500000 Penalty: 4842.428223
	Iteration 7F: 3 clusters Score -2069188 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2069809.625000 Penalty: 4842.428223
	Iteration 8Q: 3 clusters Score -2069810 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2070349.000000 Penalty: 4842.428223
	Iteration 9Q: 3 clusters Score -2070349 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2070749.375000 Penalty: 4842.428223
	Iteration 10Q: 3 clusters Score -2070749 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2071024.875000 Penalty: 4842.428223
	Iteration 11Q: 3 clusters Score -2071025 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2071229.375000 Penalty: 4842.428223
	Iteration 12Q: 3 clusters Score -2071229 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2071406.625000 Penalty: 4842.428223
	Iteration 13Q: 3 clusters Score -2071407 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2071518.750000 Penalty: 4842.428223
	Iteration 14Q: 3 clusters Score -2071519 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2071604.375000 Penalty: 4842.428223
	Iteration 15Q: 3 clusters Score -2071604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2071676.375000 Penalty: 4842.428223
	Iteration 16Q: 3 clusters Score -2071676 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2071737.000000 Penalty: 4842.428223
	Iteration 17Q: 3 clusters Score -2071737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2071788.125000 Penalty: 4842.428223
	Iteration 18Q: 3 clusters Score -2071788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2071827.375000 Penalty: 4842.428223
	Iteration 19Q: 3 clusters Score -2071827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2071853.250000 Penalty: 4842.428223
	Iteration 20F: 3 clusters Score -2071853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2071876.250000 Penalty: 4842.428223
	Iteration 21Q: 3 clusters Score -2071876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2071903.250000 Penalty: 4842.428223
	Iteration 22Q: 3 clusters Score -2071903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2071919.250000 Penalty: 4842.428223
	Iteration 23Q: 3 clusters Score -2071919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2071934.875000 Penalty: 4842.428223
	Iteration 24Q: 3 clusters Score -2071935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2071946.625000 Penalty: 4842.428223
	Iteration 25Q: 3 clusters Score -2071947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2071957.625000 Penalty: 4842.428223
	Iteration 26Q: 3 clusters Score -2071958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2071964.625000 Penalty: 4842.428223
	Iteration 27Q: 3 clusters Score -2071965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2071965.250000 Penalty: 4842.428223
	Iteration 28Q: 3 clusters Score -2071965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2071973.250000 Penalty: 4842.428223
	Iteration 29Q: 3 clusters Score -2071973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2071978.375000 Penalty: 4842.428223
	Iteration 30Q: 3 clusters Score -2071978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2071981.250000 Penalty: 4842.428223
	Iteration 31Q: 3 clusters Score -2071981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2071986.375000 Penalty: 4842.428223
	Iteration 32Q: 3 clusters Score -2071986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2071989.750000 Penalty: 4842.428223
	Iteration 33Q: 3 clusters Score -2071990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2071993.000000 Penalty: 4842.428223
	Iteration 34Q: 3 clusters Score -2071993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2072001.875000 Penalty: 4842.428223
	Iteration 35Q: 3 clusters Score -2072002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2072005.625000 Penalty: 4842.428223
	Iteration 36Q: 3 clusters Score -2072006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2072005.500000 Penalty: 4842.428223
	Iteration 37Q: 3 clusters Score -2072006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2072006.125000 Penalty: 4842.428223
	Iteration 38Q: 3 clusters Score -2072006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2072006.625000 Penalty: 4842.428223
	Iteration 39Q: 3 clusters Score -2072007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2072007.250000 Penalty: 4842.428223
	Iteration 40F: 3 clusters Score -2072007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Entering Unmasked Estep 
Score: -402395.281250 Penalty: 2023.737671
	Iteration 0F: 2 clusters Score -402395.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -398867.312500 Penalty: 4047.475342
	Iteration 0F: 3 clusters Score -398867.3 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -399600.968750 Penalty: 4047.475342
	Iteration 1F: 3 clusters Score -399601 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -399772.531250 Penalty: 4047.475342
	Iteration 2F: 3 clusters Score -399772.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -399868.718750 Penalty: 4047.475342
	Iteration 3Q: 3 clusters Score -399868.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -399948.406250 Penalty: 4047.475342
	Iteration 4Q: 3 clusters Score -399948.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -400002.218750 Penalty: 4047.475342
	Iteration 5Q: 3 clusters Score -400002.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -400043.406250 Penalty: 4047.475342
	Iteration 6Q: 3 clusters Score -400043.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -400075.593750 Penalty: 4047.475342
	Iteration 7Q: 3 clusters Score -400075.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -400097.437500 Penalty: 4047.475342
	Iteration 8Q: 3 clusters Score -400097.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -400113.031250 Penalty: 4047.475342
	Iteration 9Q: 3 clusters Score -400113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -400128.093750 Penalty: 4047.475342
	Iteration 10Q: 3 clusters Score -400128.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400134.906250 Penalty: 4047.475342
	Iteration 11Q: 3 clusters Score -400134.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -400142.437500 Penalty: 4047.475342
	Iteration 12Q: 3 clusters Score -400142.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -400149.031250 Penalty: 4047.475342
	Iteration 13Q: 3 clusters Score -400149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -400155.156250 Penalty: 4047.475342
	Iteration 14Q: 3 clusters Score -400155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -400159.625000 Penalty: 4047.475342
	Iteration 15Q: 3 clusters Score -400159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -400166.687500 Penalty: 4047.475342
	Iteration 16Q: 3 clusters Score -400166.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -400173.812500 Penalty: 4047.475342
	Iteration 17Q: 3 clusters Score -400173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -400179.968750 Penalty: 4047.475342
	Iteration 18Q: 3 clusters Score -400180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -400184.718750 Penalty: 4047.475342
	Iteration 19Q: 3 clusters Score -400184.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -400189.125000 Penalty: 4047.475342
	Iteration 20F: 3 clusters Score -400189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -400196.125000 Penalty: 4047.475342
	Iteration 21Q: 3 clusters Score -400196.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -400205.750000 Penalty: 4047.475342
	Iteration 22Q: 3 clusters Score -400205.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -400214.843750 Penalty: 4047.475342
	Iteration 23Q: 3 clusters Score -400214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -400221.937500 Penalty: 4047.475342
	Iteration 24Q: 3 clusters Score -400221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -400229.187500 Penalty: 4047.475342
	Iteration 25Q: 3 clusters Score -400229.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -400237.687500 Penalty: 4047.475342
	Iteration 26Q: 3 clusters Score -400237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -400240.375000 Penalty: 4047.475342
	Iteration 27Q: 3 clusters Score -400240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -400246.625000 Penalty: 4047.475342
	Iteration 28Q: 3 clusters Score -400246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -400255.625000 Penalty: 4047.475342
	Iteration 29Q: 3 clusters Score -400255.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -400263.125000 Penalty: 4047.475342
	Iteration 30Q: 3 clusters Score -400263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -400269.718750 Penalty: 4047.475342
	Iteration 31Q: 3 clusters Score -400269.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -400275.250000 Penalty: 4047.475342
	Iteration 32Q: 3 clusters Score -400275.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -400280.937500 Penalty: 4047.475342
	Iteration 33Q: 3 clusters Score -400280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -400286.718750 Penalty: 4047.475342
	Iteration 34Q: 3 clusters Score -400286.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -400296.125000 Penalty: 4047.475342
	Iteration 35Q: 3 clusters Score -400296.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -400304.093750 Penalty: 4047.475342
	Iteration 36Q: 3 clusters Score -400304.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -400312.468750 Penalty: 4047.475342
	Iteration 37Q: 3 clusters Score -400312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -400315.812500 Penalty: 4047.475342
	Iteration 38Q: 3 clusters Score -400315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -400319.875000 Penalty: 4047.475342
	Iteration 39Q: 3 clusters Score -400319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -400321.625000 Penalty: 4047.475342
	Iteration 40F: 3 clusters Score -400321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -400322.968750 Penalty: 4047.475342
	Iteration 41Q: 3 clusters Score -400323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -400323.906250 Penalty: 4047.475342
	Iteration 42Q: 3 clusters Score -400323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -400324.750000 Penalty: 4047.475342
	Iteration 43Q: 3 clusters Score -400324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -400324.500000 Penalty: 4047.475342
	Iteration 44Q: 3 clusters Score -400324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -400325.968750 Penalty: 4047.475342
	Iteration 45Q: 3 clusters Score -400326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -400328.125000 Penalty: 4047.475342
	Iteration 46Q: 3 clusters Score -400328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -400329.156250 Penalty: 4047.475342
	Iteration 47Q: 3 clusters Score -400329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -400329.843750 Penalty: 4047.475342
	Iteration 48Q: 3 clusters Score -400329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -400331.281250 Penalty: 4047.475342
	Iteration 49Q: 3 clusters Score -400331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -400332.250000 Penalty: 4047.475342
	Iteration 50Q: 3 clusters Score -400332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -400332.250000 Penalty: 4047.475342
	Iteration 51F: 3 clusters Score -400332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -445979.781250 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -445979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -442151.687500 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -442151.7 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -443177.093750 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -443177.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -443463.218750 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -443463.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -443670.625000 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -443670.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -443802.250000 Penalty: 4105.343750
	Iteration 4Q: 3 clusters Score -443802.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -443915.937500 Penalty: 4105.343750
	Iteration 5Q: 3 clusters Score -443915.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -443996.281250 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -443996.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -444065.250000 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -444065.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -444124.562500 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -444124.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -444176.531250 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -444176.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -444218.218750 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -444218.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -444248.625000 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -444248.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -444286.906250 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -444286.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -444324.468750 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -444324.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -444360.156250 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -444360.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444393.500000 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -444393.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -444412.281250 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -444412.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -444427.656250 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -444427.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -444441.687500 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -444441.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -444452.281250 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -444452.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -444459.468750 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -444459.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -444463.906250 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -444463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -444467.343750 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -444467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -444469.406250 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -444469.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -444473.875000 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -444473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -444478.093750 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -444478.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -444484.062500 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -444484.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -444490.375000 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -444490.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -444500.562500 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -444500.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -444511.218750 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -444511.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -444525.875000 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -444525.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -444536.968750 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -444537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -444544.031250 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -444544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -444550.000000 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -444550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -444558.437500 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -444558.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -444568.812500 Penalty: 4105.343750
	Iteration 35Q: 3 clusters Score -444568.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -444574.875000 Penalty: 4105.343750
	Iteration 36Q: 3 clusters Score -444574.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -444582.843750 Penalty: 4105.343750
	Iteration 37Q: 3 clusters Score -444582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -444589.500000 Penalty: 4105.343750
	Iteration 38Q: 3 clusters Score -444589.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -444594.968750 Penalty: 4105.343750
	Iteration 39Q: 3 clusters Score -444595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -444598.687500 Penalty: 4105.343750
	Iteration 40F: 3 clusters Score -444598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -444600.281250 Penalty: 4105.343750
	Iteration 41Q: 3 clusters Score -444600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -444601.187500 Penalty: 4105.343750
	Iteration 42Q: 3 clusters Score -444601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -444602.718750 Penalty: 4105.343750
	Iteration 43Q: 3 clusters Score -444602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -444603.218750 Penalty: 4105.343750
	Iteration 44Q: 3 clusters Score -444603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -444605.375000 Penalty: 4105.343750
	Iteration 45Q: 3 clusters Score -444605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -444607.218750 Penalty: 4105.343750
	Iteration 46Q: 3 clusters Score -444607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -444608.000000 Penalty: 4105.343750
	Iteration 47Q: 3 clusters Score -444608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -444609.687500 Penalty: 4105.343750
	Iteration 48Q: 3 clusters Score -444609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -444611.687500 Penalty: 4105.343750
	Iteration 49Q: 3 clusters Score -444611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -444612.656250 Penalty: 4105.343750
	Iteration 50Q: 3 clusters Score -444612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -444614.156250 Penalty: 4105.343750
	Iteration 51Q: 3 clusters Score -444614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -444613.312500 Penalty: 4105.343750
	Iteration 52Q: 3 clusters Score -444613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -444613.906250 Penalty: 4105.343750
	Iteration 53Q: 3 clusters Score -444613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -444614.718750 Penalty: 4105.343750
	Iteration 54Q: 3 clusters Score -444614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -444614.625000 Penalty: 4105.343750
	Iteration 55Q: 3 clusters Score -444614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -444614.937500 Penalty: 4105.343750
	Iteration 56Q: 3 clusters Score -444614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -444616.500000 Penalty: 4105.343750
	Iteration 57Q: 3 clusters Score -444616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -444617.750000 Penalty: 4105.343750
	Iteration 58Q: 3 clusters Score -444617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -444619.031250 Penalty: 4105.343750
	Iteration 59Q: 3 clusters Score -444619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -444622.312500 Penalty: 4105.343750
	Iteration 60F: 3 clusters Score -444622.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -444626.437500 Penalty: 4105.343750
	Iteration 61Q: 3 clusters Score -444626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -444628.187500 Penalty: 4105.343750
	Iteration 62Q: 3 clusters Score -444628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -444629.375000 Penalty: 4105.343750
	Iteration 63Q: 3 clusters Score -444629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -444629.375000 Penalty: 4105.343750
	Iteration 64F: 3 clusters Score -444629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -43910.929688 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -43910.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42561.734375 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -42561.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42808.234375 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42808.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42973.390625 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42973.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43048.515625 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -43048.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43199.597656 Penalty: 3016.780762
	Iteration 4F: 3 clusters Score -43199.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43356.761719 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -43356.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43497.890625 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -43497.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43730.804688 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -43730.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43876.277344 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -43876.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43989.156250 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -43989.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44075.015625 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -44075.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44091.152344 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -44091.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44116.023438 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -44116.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44153.988281 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -44153.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44187.230469 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -44187.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44203.414062 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -44203.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44205.109375 Penalty: 3016.780762
	Iteration 16F: 3 clusters Score -44205.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44213.351562 Penalty: 3016.780762
	Iteration 17Q: 3 clusters Score -44213.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -44216.921875 Penalty: 3016.780762
	Iteration 18Q: 3 clusters Score -44216.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -44216.921875 Penalty: 3016.780762
	Iteration 19F: 3 clusters Score -44216.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 181945 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15041 members 
Mstep: Class 10 contains 55731 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169939 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180175 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171521 members 
Mstep: Class 30 contains 326 members 
Entering Unmasked Estep 
Score: -124246288.000000 Penalty: 103047.937500
Splitting cluster 20 changes total score from -124247960.000000 to -124246288.000000
So it's not getting split.
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: -285184.750000 Penalty: 1918.495850
	Iteration 0F: 2 clusters Score -285184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -282366.875000 Penalty: 3836.991699
	Iteration 0F: 3 clusters Score -282366.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -282904.406250 Penalty: 3836.991699
	Iteration 1F: 3 clusters Score -282904.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -283008.906250 Penalty: 3836.991699
	Iteration 2F: 3 clusters Score -283008.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -283071.781250 Penalty: 3836.991699
	Iteration 3Q: 3 clusters Score -283071.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -283105.906250 Penalty: 3836.991699
	Iteration 4Q: 3 clusters Score -283105.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -283128.843750 Penalty: 3836.991699
	Iteration 5Q: 3 clusters Score -283128.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283148.625000 Penalty: 3836.991699
	Iteration 6Q: 3 clusters Score -283148.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -283166.000000 Penalty: 3836.991699
	Iteration 7Q: 3 clusters Score -283166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -283176.750000 Penalty: 3836.991699
	Iteration 8Q: 3 clusters Score -283176.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -283181.343750 Penalty: 3836.991699
	Iteration 9Q: 3 clusters Score -283181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283185.125000 Penalty: 3836.991699
	Iteration 10Q: 3 clusters Score -283185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -283188.843750 Penalty: 3836.991699
	Iteration 11Q: 3 clusters Score -283188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -283191.906250 Penalty: 3836.991699
	Iteration 12Q: 3 clusters Score -283191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -283195.218750 Penalty: 3836.991699
	Iteration 13Q: 3 clusters Score -283195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -283199.937500 Penalty: 3836.991699
	Iteration 14Q: 3 clusters Score -283199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -283202.343750 Penalty: 3836.991699
	Iteration 15Q: 3 clusters Score -283202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283203.468750 Penalty: 3836.991699
	Iteration 16Q: 3 clusters Score -283203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283203.687500 Penalty: 3836.991699
	Iteration 17Q: 3 clusters Score -283203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283204.156250 Penalty: 3836.991699
	Iteration 18Q: 3 clusters Score -283204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283204.156250 Penalty: 3836.991699
	Iteration 19F: 3 clusters Score -283204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Entering Unmasked Estep 
Score: -1526600.875000 Penalty: 2341.834229
	Iteration 0F: 2 clusters Score -1526601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1517239.750000 Penalty: 4683.668457
	Iteration 0F: 3 clusters Score -1517240 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1520013.000000 Penalty: 4683.668457
	Iteration 1F: 3 clusters Score -1520013 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1520371.750000 Penalty: 4683.668457
	Iteration 2F: 3 clusters Score -1520372 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1520655.500000 Penalty: 4683.668457
	Iteration 3F: 3 clusters Score -1520656 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1520882.375000 Penalty: 4683.668457
	Iteration 4Q: 3 clusters Score -1520882 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1521077.750000 Penalty: 4683.668457
	Iteration 5Q: 3 clusters Score -1521078 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1521281.375000 Penalty: 4683.668457
	Iteration 6Q: 3 clusters Score -1521281 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1521507.750000 Penalty: 4683.668457
	Iteration 7Q: 3 clusters Score -1521508 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1521795.000000 Penalty: 4683.668457
	Iteration 8Q: 3 clusters Score -1521795 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1522152.375000 Penalty: 4683.668457
	Iteration 9Q: 3 clusters Score -1522152 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1522609.625000 Penalty: 4683.668457
	Iteration 10Q: 3 clusters Score -1522610 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1523093.375000 Penalty: 4683.668457
	Iteration 11Q: 3 clusters Score -1523093 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1523519.250000 Penalty: 4683.668457
	Iteration 12Q: 3 clusters Score -1523519 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1523855.500000 Penalty: 4683.668457
	Iteration 13Q: 3 clusters Score -1523856 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1524102.375000 Penalty: 4683.668457
	Iteration 14Q: 3 clusters Score -1524102 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1524301.875000 Penalty: 4683.668457
	Iteration 15Q: 3 clusters Score -1524302 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1524423.500000 Penalty: 4683.668457
	Iteration 16Q: 3 clusters Score -1524424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1524479.375000 Penalty: 4683.668457
	Iteration 17Q: 3 clusters Score -1524479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1524518.375000 Penalty: 4683.668457
	Iteration 18Q: 3 clusters Score -1524518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1524543.625000 Penalty: 4683.668457
	Iteration 19Q: 3 clusters Score -1524544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1524562.250000 Penalty: 4683.668457
	Iteration 20F: 3 clusters Score -1524562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1524581.375000 Penalty: 4683.668457
	Iteration 21Q: 3 clusters Score -1524581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1524604.375000 Penalty: 4683.668457
	Iteration 22Q: 3 clusters Score -1524604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1524617.625000 Penalty: 4683.668457
	Iteration 23Q: 3 clusters Score -1524618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1524624.375000 Penalty: 4683.668457
	Iteration 24Q: 3 clusters Score -1524624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1524629.000000 Penalty: 4683.668457
	Iteration 25Q: 3 clusters Score -1524629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1524626.750000 Penalty: 4683.668457
	Iteration 26Q: 3 clusters Score -1524627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1524627.500000 Penalty: 4683.668457
	Iteration 27Q: 3 clusters Score -1524628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1524628.500000 Penalty: 4683.668457
	Iteration 28Q: 3 clusters Score -1524628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1524628.500000 Penalty: 4683.668457
	Iteration 29F: 3 clusters Score -1524628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Entering Unmasked Estep 
Score: -1203347.125000 Penalty: 2279.912109
	Iteration 0F: 2 clusters Score -1203347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1195794.125000 Penalty: 4559.824219
	Iteration 0F: 3 clusters Score -1195794 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1198012.125000 Penalty: 4559.824219
	Iteration 1F: 3 clusters Score -1198012 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1198351.875000 Penalty: 4559.824219
	Iteration 2F: 3 clusters Score -1198352 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1198610.625000 Penalty: 4559.824219
	Iteration 3F: 3 clusters Score -1198611 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1198802.250000 Penalty: 4559.824219
	Iteration 4Q: 3 clusters Score -1198802 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1198959.875000 Penalty: 4559.824219
	Iteration 5Q: 3 clusters Score -1198960 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1199087.125000 Penalty: 4559.824219
	Iteration 6Q: 3 clusters Score -1199087 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1199213.875000 Penalty: 4559.824219
	Iteration 7Q: 3 clusters Score -1199214 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1199367.000000 Penalty: 4559.824219
	Iteration 8Q: 3 clusters Score -1199367 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1199518.125000 Penalty: 4559.824219
	Iteration 9Q: 3 clusters Score -1199518 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1199668.500000 Penalty: 4559.824219
	Iteration 10Q: 3 clusters Score -1199668 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1199843.500000 Penalty: 4559.824219
	Iteration 11Q: 3 clusters Score -1199844 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1200037.750000 Penalty: 4559.824219
	Iteration 12Q: 3 clusters Score -1200038 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1200231.375000 Penalty: 4559.824219
	Iteration 13Q: 3 clusters Score -1200231 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1200411.875000 Penalty: 4559.824219
	Iteration 14Q: 3 clusters Score -1200412 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1200580.625000 Penalty: 4559.824219
	Iteration 15Q: 3 clusters Score -1200581 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1200734.375000 Penalty: 4559.824219
	Iteration 16Q: 3 clusters Score -1200734 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1200863.750000 Penalty: 4559.824219
	Iteration 17Q: 3 clusters Score -1200864 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1200983.875000 Penalty: 4559.824219
	Iteration 18Q: 3 clusters Score -1200984 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1201064.750000 Penalty: 4559.824219
	Iteration 19Q: 3 clusters Score -1201065 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1201146.125000 Penalty: 4559.824219
	Iteration 20F: 3 clusters Score -1201146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1201208.500000 Penalty: 4559.824219
	Iteration 21Q: 3 clusters Score -1201208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1201269.625000 Penalty: 4559.824219
	Iteration 22Q: 3 clusters Score -1201270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1201326.875000 Penalty: 4559.824219
	Iteration 23Q: 3 clusters Score -1201327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1201374.000000 Penalty: 4559.824219
	Iteration 24Q: 3 clusters Score -1201374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1201414.000000 Penalty: 4559.824219
	Iteration 25Q: 3 clusters Score -1201414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1201449.625000 Penalty: 4559.824219
	Iteration 26Q: 3 clusters Score -1201450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1201481.750000 Penalty: 4559.824219
	Iteration 27Q: 3 clusters Score -1201482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1201501.125000 Penalty: 4559.824219
	Iteration 28Q: 3 clusters Score -1201501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1201521.500000 Penalty: 4559.824219
	Iteration 29Q: 3 clusters Score -1201522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1201527.375000 Penalty: 4559.824219
	Iteration 30Q: 3 clusters Score -1201527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1201536.250000 Penalty: 4559.824219
	Iteration 31Q: 3 clusters Score -1201536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1201541.000000 Penalty: 4559.824219
	Iteration 32Q: 3 clusters Score -1201541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1201546.125000 Penalty: 4559.824219
	Iteration 33Q: 3 clusters Score -1201546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1201548.625000 Penalty: 4559.824219
	Iteration 34Q: 3 clusters Score -1201549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1201550.250000 Penalty: 4559.824219
	Iteration 35Q: 3 clusters Score -1201550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1201552.625000 Penalty: 4559.824219
	Iteration 36Q: 3 clusters Score -1201553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1201552.000000 Penalty: 4559.824219
	Iteration 37Q: 3 clusters Score -1201552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1201555.500000 Penalty: 4559.824219
	Iteration 38Q: 3 clusters Score -1201556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1201556.500000 Penalty: 4559.824219
	Iteration 39Q: 3 clusters Score -1201556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1201557.625000 Penalty: 4559.824219
	Iteration 40F: 3 clusters Score -1201558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1201559.875000 Penalty: 4559.824219
	Iteration 41Q: 3 clusters Score -1201560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1201560.000000 Penalty: 4559.824219
	Iteration 42Q: 3 clusters Score -1201560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1201560.000000 Penalty: 4559.824219
	Iteration 43F: 3 clusters Score -1201560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (180175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Entering Unmasked Estep 
Score: -22325622.000000 Penalty: 3001.217529
	Iteration 0F: 2 clusters Score -2.232562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -22208004.000000 Penalty: 6002.435059
	Iteration 0F: 3 clusters Score -2.2208e+07 nChanged 86329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -22258348.000000 Penalty: 6002.435059
	Iteration 1F: 3 clusters Score -2.225835e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -22259678.000000 Penalty: 6002.435059
	Iteration 2Q: 3 clusters Score -2.225968e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -22261562.000000 Penalty: 6002.435059
	Iteration 3Q: 3 clusters Score -2.226156e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -22264428.000000 Penalty: 6002.435059
	Iteration 4Q: 3 clusters Score -2.226443e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -22268554.000000 Penalty: 6002.435059
	Iteration 5F: 3 clusters Score -2.226855e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -22273842.000000 Penalty: 6002.435059
	Iteration 6F: 3 clusters Score -2.227384e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -22279578.000000 Penalty: 6002.435059
	Iteration 7F: 3 clusters Score -2.227958e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -22285324.000000 Penalty: 6002.435059
	Iteration 8F: 3 clusters Score -2.228532e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125579 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -22290456.000000 Penalty: 6002.435059
	Iteration 9F: 3 clusters Score -2.229046e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133533 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -22295288.000000 Penalty: 6002.435059
	Iteration 10F: 3 clusters Score -2.229529e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -22300026.000000 Penalty: 6002.435059
	Iteration 11Q: 3 clusters Score -2.230003e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150004 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -22304822.000000 Penalty: 6002.435059
	Iteration 12Q: 3 clusters Score -2.230482e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -22309620.000000 Penalty: 6002.435059
	Iteration 13Q: 3 clusters Score -2.230962e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164848 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -22313712.000000 Penalty: 6002.435059
	Iteration 14Q: 3 clusters Score -2.231371e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170508 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -22316986.000000 Penalty: 6002.435059
	Iteration 15Q: 3 clusters Score -2.231699e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174578 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -22319444.000000 Penalty: 6002.435059
	Iteration 16Q: 3 clusters Score -2.231944e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177185 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22321084.000000 Penalty: 6002.435059
	Iteration 17Q: 3 clusters Score -2.232108e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178499 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22322026.000000 Penalty: 6002.435059
	Iteration 18Q: 3 clusters Score -2.232203e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179111 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -22322362.000000 Penalty: 6002.435059
	Iteration 19Q: 3 clusters Score -2.232236e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179409 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -22322634.000000 Penalty: 6002.435059
	Iteration 20F: 3 clusters Score -2.232263e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179560 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22322822.000000 Penalty: 6002.435059
	Iteration 21Q: 3 clusters Score -2.232282e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179634 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22322912.000000 Penalty: 6002.435059
	Iteration 22Q: 3 clusters Score -2.232291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179676 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22322934.000000 Penalty: 6002.435059
	Iteration 23Q: 3 clusters Score -2.232293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179696 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22322948.000000 Penalty: 6002.435059
	Iteration 24Q: 3 clusters Score -2.232295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179714 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22322964.000000 Penalty: 6002.435059
	Iteration 25Q: 3 clusters Score -2.232296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22323012.000000 Penalty: 6002.435059
	Iteration 26Q: 3 clusters Score -2.232301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179737 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 6002.435059
	Iteration 27Q: 3 clusters Score -2.232301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179743 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22323026.000000 Penalty: 6002.435059
	Iteration 28Q: 3 clusters Score -2.232303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179747 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22323028.000000 Penalty: 6002.435059
	Iteration 29Q: 3 clusters Score -2.232303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179749 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -22323048.000000 Penalty: 6002.435059
	Iteration 30Q: 3 clusters Score -2.232305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179753 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22323042.000000 Penalty: 6002.435059
	Iteration 31Q: 3 clusters Score -2.232304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179758 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22323036.000000 Penalty: 6002.435059
	Iteration 32Q: 3 clusters Score -2.232304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179761 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22323042.000000 Penalty: 6002.435059
	Iteration 33Q: 3 clusters Score -2.232304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179766 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22323052.000000 Penalty: 6002.435059
	Iteration 34Q: 3 clusters Score -2.232305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179769 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22323074.000000 Penalty: 6002.435059
	Iteration 35Q: 3 clusters Score -2.232307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179771 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22323082.000000 Penalty: 6002.435059
	Iteration 36Q: 3 clusters Score -2.232308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179770 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22323072.000000 Penalty: 6002.435059
	Iteration 37Q: 3 clusters Score -2.232307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179771 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22323060.000000 Penalty: 6002.435059
	Iteration 38Q: 3 clusters Score -2.232306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179773 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22323056.000000 Penalty: 6002.435059
	Iteration 39Q: 3 clusters Score -2.232306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22323074.000000 Penalty: 6002.435059
	Iteration 40F: 3 clusters Score -2.232307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22323068.000000 Penalty: 6002.435059
	Iteration 41Q: 3 clusters Score -2.232307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22323072.000000 Penalty: 6002.435059
	Iteration 42Q: 3 clusters Score -2.232307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22323072.000000 Penalty: 6002.435059
	Iteration 43F: 3 clusters Score -2.232307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -787149.875000 Penalty: 2185.511230
	Iteration 0F: 2 clusters Score -787149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -781501.375000 Penalty: 4371.022461
	Iteration 0F: 3 clusters Score -781501.4 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -783038.875000 Penalty: 4371.022461
	Iteration 1F: 3 clusters Score -783038.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -783398.375000 Penalty: 4371.022461
	Iteration 2F: 3 clusters Score -783398.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -783800.187500 Penalty: 4371.022461
	Iteration 3F: 3 clusters Score -783800.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -784226.500000 Penalty: 4371.022461
	Iteration 4F: 3 clusters Score -784226.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -784588.937500 Penalty: 4371.022461
	Iteration 5F: 3 clusters Score -784588.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -784861.062500 Penalty: 4371.022461
	Iteration 6F: 3 clusters Score -784861.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -785085.062500 Penalty: 4371.022461
	Iteration 7Q: 3 clusters Score -785085.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -785221.812500 Penalty: 4371.022461
	Iteration 8Q: 3 clusters Score -785221.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -785312.875000 Penalty: 4371.022461
	Iteration 9Q: 3 clusters Score -785312.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -785387.312500 Penalty: 4371.022461
	Iteration 10Q: 3 clusters Score -785387.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -785436.625000 Penalty: 4371.022461
	Iteration 11Q: 3 clusters Score -785436.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -785469.875000 Penalty: 4371.022461
	Iteration 12Q: 3 clusters Score -785469.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -785494.125000 Penalty: 4371.022461
	Iteration 13Q: 3 clusters Score -785494.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -785511.187500 Penalty: 4371.022461
	Iteration 14Q: 3 clusters Score -785511.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -785531.125000 Penalty: 4371.022461
	Iteration 15Q: 3 clusters Score -785531.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -785547.562500 Penalty: 4371.022461
	Iteration 16Q: 3 clusters Score -785547.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -785558.750000 Penalty: 4371.022461
	Iteration 17Q: 3 clusters Score -785558.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -785575.937500 Penalty: 4371.022461
	Iteration 18Q: 3 clusters Score -785575.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -785587.625000 Penalty: 4371.022461
	Iteration 19Q: 3 clusters Score -785587.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -785603.812500 Penalty: 4371.022461
	Iteration 20F: 3 clusters Score -785603.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -785620.625000 Penalty: 4371.022461
	Iteration 21Q: 3 clusters Score -785620.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -785628.187500 Penalty: 4371.022461
	Iteration 22Q: 3 clusters Score -785628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -785634.937500 Penalty: 4371.022461
	Iteration 23Q: 3 clusters Score -785634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -785641.937500 Penalty: 4371.022461
	Iteration 24Q: 3 clusters Score -785641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -785646.875000 Penalty: 4371.022461
	Iteration 25Q: 3 clusters Score -785646.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -785650.500000 Penalty: 4371.022461
	Iteration 26Q: 3 clusters Score -785650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -785652.437500 Penalty: 4371.022461
	Iteration 27Q: 3 clusters Score -785652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -785650.875000 Penalty: 4371.022461
	Iteration 28Q: 3 clusters Score -785650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -785651.562500 Penalty: 4371.022461
	Iteration 29Q: 3 clusters Score -785651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -785651.500000 Penalty: 4371.022461
	Iteration 30Q: 3 clusters Score -785651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -785653.500000 Penalty: 4371.022461
	Iteration 31Q: 3 clusters Score -785653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -785658.062500 Penalty: 4371.022461
	Iteration 32Q: 3 clusters Score -785658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -785660.562500 Penalty: 4371.022461
	Iteration 33Q: 3 clusters Score -785660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -785662.687500 Penalty: 4371.022461
	Iteration 34Q: 3 clusters Score -785662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -785664.062500 Penalty: 4371.022461
	Iteration 35Q: 3 clusters Score -785664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -785664.375000 Penalty: 4371.022461
	Iteration 36Q: 3 clusters Score -785664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -785664.375000 Penalty: 4371.022461
	Iteration 37Q: 3 clusters Score -785664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -785665.312500 Penalty: 4371.022461
	Iteration 38Q: 3 clusters Score -785665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -785665.312500 Penalty: 4371.022461
	Iteration 39Q: 3 clusters Score -785665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -785667.812500 Penalty: 4371.022461
	Iteration 40F: 3 clusters Score -785667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -785670.937500 Penalty: 4371.022461
	Iteration 41Q: 3 clusters Score -785670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -785676.812500 Penalty: 4371.022461
	Iteration 42Q: 3 clusters Score -785676.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -785679.750000 Penalty: 4371.022461
	Iteration 43Q: 3 clusters Score -785679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -785678.812500 Penalty: 4371.022461
	Iteration 44Q: 3 clusters Score -785678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -785678.312500 Penalty: 4371.022461
	Iteration 45Q: 3 clusters Score -785678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -785679.187500 Penalty: 4371.022461
	Iteration 46Q: 3 clusters Score -785679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -785681.375000 Penalty: 4371.022461
	Iteration 47Q: 3 clusters Score -785681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -785681.375000 Penalty: 4371.022461
	Iteration 48Q: 3 clusters Score -785681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -785684.375000 Penalty: 4371.022461
	Iteration 49Q: 3 clusters Score -785684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -785684.875000 Penalty: 4371.022461
	Iteration 50Q: 3 clusters Score -785684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -785685.500000 Penalty: 4371.022461
	Iteration 51Q: 3 clusters Score -785685.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -785686.687500 Penalty: 4371.022461
	Iteration 52Q: 3 clusters Score -785686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -785686.687500 Penalty: 4371.022461
	Iteration 53F: 3 clusters Score -785686.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Entering Unmasked Estep 
Score: -4103697.750000 Penalty: 2584.119873
	Iteration 0F: 2 clusters Score -4103698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4080816.500000 Penalty: 5168.239746
	Iteration 0F: 3 clusters Score -4080816 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4089535.750000 Penalty: 5168.239746
	Iteration 1F: 3 clusters Score -4089536 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4090563.250000 Penalty: 5168.239746
	Iteration 2F: 3 clusters Score -4090563 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4091885.500000 Penalty: 5168.239746
	Iteration 3F: 3 clusters Score -4091886 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4093516.000000 Penalty: 5168.239746
	Iteration 4F: 3 clusters Score -4093516 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4095445.250000 Penalty: 5168.239746
	Iteration 5F: 3 clusters Score -4095445 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4097471.500000 Penalty: 5168.239746
	Iteration 6F: 3 clusters Score -4097472 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4099286.000000 Penalty: 5168.239746
	Iteration 7F: 3 clusters Score -4099286 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -4100478.250000 Penalty: 5168.239746
	Iteration 8F: 3 clusters Score -4100478 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4101224.500000 Penalty: 5168.239746
	Iteration 9Q: 3 clusters Score -4101224 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4101669.750000 Penalty: 5168.239746
	Iteration 10Q: 3 clusters Score -4101670 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4101950.250000 Penalty: 5168.239746
	Iteration 11Q: 3 clusters Score -4101950 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4102142.000000 Penalty: 5168.239746
	Iteration 12Q: 3 clusters Score -4102142 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4102275.250000 Penalty: 5168.239746
	Iteration 13Q: 3 clusters Score -4102275 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4102383.750000 Penalty: 5168.239746
	Iteration 14Q: 3 clusters Score -4102384 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4102479.250000 Penalty: 5168.239746
	Iteration 15Q: 3 clusters Score -4102479 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4102553.250000 Penalty: 5168.239746
	Iteration 16Q: 3 clusters Score -4102553 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4102619.250000 Penalty: 5168.239746
	Iteration 17Q: 3 clusters Score -4102619 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -4102662.250000 Penalty: 5168.239746
	Iteration 18Q: 3 clusters Score -4102662 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4102731.500000 Penalty: 5168.239746
	Iteration 19Q: 3 clusters Score -4102732 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4102775.750000 Penalty: 5168.239746
	Iteration 20F: 3 clusters Score -4102776 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4102847.500000 Penalty: 5168.239746
	Iteration 21Q: 3 clusters Score -4102848 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4102905.500000 Penalty: 5168.239746
	Iteration 22Q: 3 clusters Score -4102906 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4102934.500000 Penalty: 5168.239746
	Iteration 23Q: 3 clusters Score -4102934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4102954.000000 Penalty: 5168.239746
	Iteration 24Q: 3 clusters Score -4102954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -4102985.500000 Penalty: 5168.239746
	Iteration 25Q: 3 clusters Score -4102986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4103014.250000 Penalty: 5168.239746
	Iteration 26Q: 3 clusters Score -4103014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4103015.250000 Penalty: 5168.239746
	Iteration 27Q: 3 clusters Score -4103015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4103016.250000 Penalty: 5168.239746
	Iteration 28Q: 3 clusters Score -4103016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4103029.000000 Penalty: 5168.239746
	Iteration 29Q: 3 clusters Score -4103029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4103039.000000 Penalty: 5168.239746
	Iteration 30Q: 3 clusters Score -4103039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4103038.500000 Penalty: 5168.239746
	Iteration 31Q: 3 clusters Score -4103038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4103047.250000 Penalty: 5168.239746
	Iteration 32Q: 3 clusters Score -4103047 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4103070.750000 Penalty: 5168.239746
	Iteration 33Q: 3 clusters Score -4103071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4103078.000000 Penalty: 5168.239746
	Iteration 34Q: 3 clusters Score -4103078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4103089.250000 Penalty: 5168.239746
	Iteration 35Q: 3 clusters Score -4103089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -4103082.750000 Penalty: 5168.239746
	Iteration 36Q: 3 clusters Score -4103083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4103098.500000 Penalty: 5168.239746
	Iteration 37Q: 3 clusters Score -4103098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4103106.750000 Penalty: 5168.239746
	Iteration 38Q: 3 clusters Score -4103107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4103107.250000 Penalty: 5168.239746
	Iteration 39Q: 3 clusters Score -4103107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4103119.500000 Penalty: 5168.239746
	Iteration 40F: 3 clusters Score -4103120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4103113.750000 Penalty: 5168.239746
	Iteration 41Q: 3 clusters Score -4103114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4103114.750000 Penalty: 5168.239746
	Iteration 42Q: 3 clusters Score -4103115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4103112.250000 Penalty: 5168.239746
	Iteration 43Q: 3 clusters Score -4103112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -4103113.750000 Penalty: 5168.239746
	Iteration 44Q: 3 clusters Score -4103114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -4103114.000000 Penalty: 5168.239746
	Iteration 45Q: 3 clusters Score -4103114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4103117.500000 Penalty: 5168.239746
	Iteration 46Q: 3 clusters Score -4103118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4103109.000000 Penalty: 5168.239746
	Iteration 47Q: 3 clusters Score -4103109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4103125.250000 Penalty: 5168.239746
	Iteration 48Q: 3 clusters Score -4103125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4103124.000000 Penalty: 5168.239746
	Iteration 49Q: 3 clusters Score -4103124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4103129.250000 Penalty: 5168.239746
	Iteration 50Q: 3 clusters Score -4103129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4103125.250000 Penalty: 5168.239746
	Iteration 51Q: 3 clusters Score -4103125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4103130.500000 Penalty: 5168.239746
	Iteration 52Q: 3 clusters Score -4103130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4103132.750000 Penalty: 5168.239746
	Iteration 53Q: 3 clusters Score -4103133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4103138.000000 Penalty: 5168.239746
	Iteration 54Q: 3 clusters Score -4103138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4103139.500000 Penalty: 5168.239746
	Iteration 55Q: 3 clusters Score -4103140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4103136.000000 Penalty: 5168.239746
	Iteration 56Q: 3 clusters Score -4103136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -4103138.000000 Penalty: 5168.239746
	Iteration 57Q: 3 clusters Score -4103138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4103138.750000 Penalty: 5168.239746
	Iteration 58Q: 3 clusters Score -4103139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4103137.750000 Penalty: 5168.239746
	Iteration 59Q: 3 clusters Score -4103138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4103143.750000 Penalty: 5168.239746
	Iteration 60F: 3 clusters Score -4103144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -4103144.000000 Penalty: 5168.239746
	Iteration 61Q: 3 clusters Score -4103144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4103147.250000 Penalty: 5168.239746
	Iteration 62Q: 3 clusters Score -4103147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4103148.500000 Penalty: 5168.239746
	Iteration 63Q: 3 clusters Score -4103148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4103156.000000 Penalty: 5168.239746
	Iteration 64Q: 3 clusters Score -4103156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4103148.250000 Penalty: 5168.239746
	Iteration 65Q: 3 clusters Score -4103148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4103146.500000 Penalty: 5168.239746
	Iteration 66Q: 3 clusters Score -4103146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4103155.750000 Penalty: 5168.239746
	Iteration 67Q: 3 clusters Score -4103156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4103154.750000 Penalty: 5168.239746
	Iteration 68Q: 3 clusters Score -4103155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4103154.250000 Penalty: 5168.239746
	Iteration 69Q: 3 clusters Score -4103154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4103154.250000 Penalty: 5168.239746
	Iteration 70F: 3 clusters Score -4103154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Entering Unmasked Estep 
Score: -2393306.000000 Penalty: 2449.671631
	Iteration 0F: 2 clusters Score -2393306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2379502.500000 Penalty: 4899.343262
	Iteration 0F: 3 clusters Score -2379502 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2384038.000000 Penalty: 4899.343262
	Iteration 1F: 3 clusters Score -2384038 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2384492.000000 Penalty: 4899.343262
	Iteration 2F: 3 clusters Score -2384492 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2384867.750000 Penalty: 4899.343262
	Iteration 3Q: 3 clusters Score -2384868 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2385247.750000 Penalty: 4899.343262
	Iteration 4Q: 3 clusters Score -2385248 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2385651.250000 Penalty: 4899.343262
	Iteration 5Q: 3 clusters Score -2385651 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2386089.500000 Penalty: 4899.343262
	Iteration 6Q: 3 clusters Score -2386090 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2386671.500000 Penalty: 4899.343262
	Iteration 7F: 3 clusters Score -2386672 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2387341.250000 Penalty: 4899.343262
	Iteration 8F: 3 clusters Score -2387341 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2388073.000000 Penalty: 4899.343262
	Iteration 9F: 3 clusters Score -2388073 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2388770.250000 Penalty: 4899.343262
	Iteration 10Q: 3 clusters Score -2388770 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2389435.750000 Penalty: 4899.343262
	Iteration 11Q: 3 clusters Score -2389436 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2389951.000000 Penalty: 4899.343262
	Iteration 12Q: 3 clusters Score -2389951 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2390288.500000 Penalty: 4899.343262
	Iteration 13Q: 3 clusters Score -2390288 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2390531.750000 Penalty: 4899.343262
	Iteration 14Q: 3 clusters Score -2390532 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2390715.500000 Penalty: 4899.343262
	Iteration 15Q: 3 clusters Score -2390716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2390859.250000 Penalty: 4899.343262
	Iteration 16Q: 3 clusters Score -2390859 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2390965.000000 Penalty: 4899.343262
	Iteration 17Q: 3 clusters Score -2390965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2391021.250000 Penalty: 4899.343262
	Iteration 18Q: 3 clusters Score -2391021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2391065.750000 Penalty: 4899.343262
	Iteration 19Q: 3 clusters Score -2391066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2391097.250000 Penalty: 4899.343262
	Iteration 20F: 3 clusters Score -2391097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2391125.750000 Penalty: 4899.343262
	Iteration 21Q: 3 clusters Score -2391126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2391153.750000 Penalty: 4899.343262
	Iteration 22Q: 3 clusters Score -2391154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2391168.250000 Penalty: 4899.343262
	Iteration 23Q: 3 clusters Score -2391168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2391178.250000 Penalty: 4899.343262
	Iteration 24Q: 3 clusters Score -2391178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2391182.250000 Penalty: 4899.343262
	Iteration 25Q: 3 clusters Score -2391182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2391189.000000 Penalty: 4899.343262
	Iteration 26Q: 3 clusters Score -2391189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2391192.750000 Penalty: 4899.343262
	Iteration 27Q: 3 clusters Score -2391193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2391193.500000 Penalty: 4899.343262
	Iteration 28Q: 3 clusters Score -2391194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2391196.250000 Penalty: 4899.343262
	Iteration 29Q: 3 clusters Score -2391196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2391194.250000 Penalty: 4899.343262
	Iteration 30Q: 3 clusters Score -2391194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2391194.000000 Penalty: 4899.343262
	Iteration 31Q: 3 clusters Score -2391194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2391194.000000 Penalty: 4899.343262
	Iteration 32F: 3 clusters Score -2391194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85544.000000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83782.570312 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -83782.57 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84038.390625 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84038.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84131.414062 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84131.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84245.320312 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -84245.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84338.843750 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -84338.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84404.445312 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84404.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84457.226562 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84457.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84487.679688 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84487.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84529.523438 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84529.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84607.960938 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84607.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84679.679688 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84679.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84735.320312 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -84735.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84760.406250 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -84760.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84786.867188 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -84786.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84810.132812 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -84810.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84824.796875 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -84824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84829.312500 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -84829.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84834.578125 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -84834.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84847.906250 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -84847.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84861.515625 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -84861.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84876.476562 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -84876.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84878.132812 Penalty: 3297.896240
	Iteration 21Q: 3 clusters Score -84878.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84882.445312 Penalty: 3297.896240
	Iteration 22Q: 3 clusters Score -84882.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84884.273438 Penalty: 3297.896240
	Iteration 23Q: 3 clusters Score -84884.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84887.390625 Penalty: 3297.896240
	Iteration 24Q: 3 clusters Score -84887.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84887.390625 Penalty: 3297.896240
	Iteration 25F: 3 clusters Score -84887.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (171521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171521 members 
Entering Unmasked Estep 
Score: -21071140.000000 Penalty: 2989.010254
	Iteration 0F: 2 clusters Score -2.107114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -20957658.000000 Penalty: 5978.020508
	Iteration 0F: 3 clusters Score -2.095766e+07 nChanged 82439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -21006674.000000 Penalty: 5978.020508
	Iteration 1F: 3 clusters Score -2.100667e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -21008706.000000 Penalty: 5978.020508
	Iteration 2Q: 3 clusters Score -2.100871e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -21011318.000000 Penalty: 5978.020508
	Iteration 3Q: 3 clusters Score -2.101132e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -21015140.000000 Penalty: 5978.020508
	Iteration 4Q: 3 clusters Score -2.101514e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -21020792.000000 Penalty: 5978.020508
	Iteration 5F: 3 clusters Score -2.102079e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -21028556.000000 Penalty: 5978.020508
	Iteration 6F: 3 clusters Score -2.102856e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 130520 members 
Entering Unmasked Estep 
Score: -21037692.000000 Penalty: 5978.020508
	Iteration 7F: 3 clusters Score -2.103769e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 140440 members 
Entering Unmasked Estep 
Score: -21046580.000000 Penalty: 5978.020508
	Iteration 8F: 3 clusters Score -2.104658e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -21054024.000000 Penalty: 5978.020508
	Iteration 9F: 3 clusters Score -2.105402e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 154551 members 
Entering Unmasked Estep 
Score: -21059260.000000 Penalty: 5978.020508
	Iteration 10Q: 3 clusters Score -2.105926e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 158727 members 
Entering Unmasked Estep 
Score: -21062406.000000 Penalty: 5978.020508
	Iteration 11Q: 3 clusters Score -2.106241e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -21064418.000000 Penalty: 5978.020508
	Iteration 12Q: 3 clusters Score -2.106442e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -21065648.000000 Penalty: 5978.020508
	Iteration 13Q: 3 clusters Score -2.106565e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 165247 members 
Entering Unmasked Estep 
Score: -21066616.000000 Penalty: 5978.020508
	Iteration 14Q: 3 clusters Score -2.106662e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -21067372.000000 Penalty: 5978.020508
	Iteration 15Q: 3 clusters Score -2.106737e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -21067884.000000 Penalty: 5978.020508
	Iteration 16Q: 3 clusters Score -2.106788e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -21068220.000000 Penalty: 5978.020508
	Iteration 17Q: 3 clusters Score -2.106822e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -21068480.000000 Penalty: 5978.020508
	Iteration 18Q: 3 clusters Score -2.106848e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 168202 members 
Entering Unmasked Estep 
Score: -21068642.000000 Penalty: 5978.020508
	Iteration 19Q: 3 clusters Score -2.106864e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 168444 members 
Entering Unmasked Estep 
Score: -21068766.000000 Penalty: 5978.020508
	Iteration 20F: 3 clusters Score -2.106877e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 168625 members 
Entering Unmasked Estep 
Score: -21068850.000000 Penalty: 5978.020508
	Iteration 21Q: 3 clusters Score -2.106885e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 168775 members 
Entering Unmasked Estep 
Score: -21068942.000000 Penalty: 5978.020508
	Iteration 22Q: 3 clusters Score -2.106894e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 168876 members 
Entering Unmasked Estep 
Score: -21068944.000000 Penalty: 5978.020508
	Iteration 23Q: 3 clusters Score -2.106894e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 168970 members 
Entering Unmasked Estep 
Score: -21068960.000000 Penalty: 5978.020508
	Iteration 24Q: 3 clusters Score -2.106896e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 169036 members 
Entering Unmasked Estep 
Score: -21069022.000000 Penalty: 5978.020508
	Iteration 25Q: 3 clusters Score -2.106902e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -21069038.000000 Penalty: 5978.020508
	Iteration 26Q: 3 clusters Score -2.106904e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -21069088.000000 Penalty: 5978.020508
	Iteration 27Q: 3 clusters Score -2.106909e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -21069090.000000 Penalty: 5978.020508
	Iteration 28Q: 3 clusters Score -2.106909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -21069102.000000 Penalty: 5978.020508
	Iteration 29Q: 3 clusters Score -2.10691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 169253 members 
Entering Unmasked Estep 
Score: -21069104.000000 Penalty: 5978.020508
	Iteration 30Q: 3 clusters Score -2.10691e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -21069092.000000 Penalty: 5978.020508
	Iteration 31Q: 3 clusters Score -2.106909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 169303 members 
Entering Unmasked Estep 
Score: -21069114.000000 Penalty: 5978.020508
	Iteration 32Q: 3 clusters Score -2.106911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 169319 members 
Entering Unmasked Estep 
Score: -21069124.000000 Penalty: 5978.020508
	Iteration 33Q: 3 clusters Score -2.106912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -21069110.000000 Penalty: 5978.020508
	Iteration 34Q: 3 clusters Score -2.106911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 169350 members 
Entering Unmasked Estep 
Score: -21069108.000000 Penalty: 5978.020508
	Iteration 35Q: 3 clusters Score -2.106911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -21069142.000000 Penalty: 5978.020508
	Iteration 36Q: 3 clusters Score -2.106914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 169375 members 
Entering Unmasked Estep 
Score: -21069144.000000 Penalty: 5978.020508
	Iteration 37Q: 3 clusters Score -2.106914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 169383 members 
Entering Unmasked Estep 
Score: -21069144.000000 Penalty: 5978.020508
	Iteration 38Q: 3 clusters Score -2.106914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 169386 members 
Entering Unmasked Estep 
Score: -21069140.000000 Penalty: 5978.020508
	Iteration 39Q: 3 clusters Score -2.106914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 169387 members 
Entering Unmasked Estep 
Score: -21069144.000000 Penalty: 5978.020508
	Iteration 40F: 3 clusters Score -2.106914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -21069134.000000 Penalty: 5978.020508
	Iteration 41Q: 3 clusters Score -2.106913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 169390 members 
Entering Unmasked Estep 
Score: -21069138.000000 Penalty: 5978.020508
	Iteration 42Q: 3 clusters Score -2.106914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 169388 members 
Entering Unmasked Estep 
Score: -21069148.000000 Penalty: 5978.020508
	Iteration 43Q: 3 clusters Score -2.106915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 169391 members 
Entering Unmasked Estep 
Score: -21069154.000000 Penalty: 5978.020508
	Iteration 44Q: 3 clusters Score -2.106915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -21069148.000000 Penalty: 5978.020508
	Iteration 45Q: 3 clusters Score -2.106915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -21069148.000000 Penalty: 5978.020508
	Iteration 46F: 3 clusters Score -2.106915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 181945 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15041 members 
Mstep: Class 10 contains 55731 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169939 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 17378 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 180175 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247984.000000 Penalty: 99613.000000
Iteration 239Q: 30 clusters Score -1.24248e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 44848 members 
Mstep: Class 4 contains 181927 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 18841 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15043 members 
Mstep: Class 10 contains 55732 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169939 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 12620 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180161 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33517 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247904.000000 Penalty: 99613.000000
Iteration 240F: 30 clusters Score -1.242479e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 181932 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15043 members 
Mstep: Class 10 contains 55731 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169940 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17372 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180130 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33516 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247920.000000 Penalty: 99613.000000
Iteration 241Q: 30 clusters Score -1.242479e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44851 members 
Mstep: Class 4 contains 181927 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11716 members 
Mstep: Class 9 contains 15046 members 
Mstep: Class 10 contains 55732 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 169938 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17368 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180110 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33518 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248008.000000 Penalty: 99613.000000
Iteration 242Q: 30 clusters Score -1.24248e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44853 members 
Mstep: Class 4 contains 181924 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 18884 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11718 members 
Mstep: Class 9 contains 15051 members 
Mstep: Class 10 contains 55732 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 169935 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17368 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180096 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 33520 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248152.000000 Penalty: 99613.000000
Iteration 243Q: 30 clusters Score -1.242482e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44856 members 
Mstep: Class 4 contains 181911 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 18895 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11722 members 
Mstep: Class 9 contains 15055 members 
Mstep: Class 10 contains 55733 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 169935 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17365 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180083 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 33520 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248128.000000 Penalty: 99613.000000
Iteration 244Q: 30 clusters Score -1.242481e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44860 members 
Mstep: Class 4 contains 181915 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18899 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11721 members 
Mstep: Class 9 contains 15058 members 
Mstep: Class 10 contains 55734 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 169942 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 14473 members 
Mstep: Class 17 contains 17365 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180068 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 33521 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248120.000000 Penalty: 99613.000000
Iteration 245Q: 30 clusters Score -1.242481e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 181920 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18906 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11722 members 
Mstep: Class 9 contains 15061 members 
Mstep: Class 10 contains 55734 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 169941 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 14471 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 22 contains 12615 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 180045 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33524 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247968.000000 Penalty: 99613.000000
Iteration 246Q: 30 clusters Score -1.24248e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44873 members 
Mstep: Class 4 contains 181938 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18911 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11724 members 
Mstep: Class 9 contains 15066 members 
Mstep: Class 10 contains 55733 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 169943 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2233 members 
Mstep: Class 22 contains 12614 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 180013 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 33528 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247952.000000 Penalty: 99613.000000
Iteration 247Q: 30 clusters Score -1.24248e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44883 members 
Mstep: Class 4 contains 181932 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18918 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11723 members 
Mstep: Class 9 contains 15072 members 
Mstep: Class 10 contains 55733 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 169944 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 17365 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 12610 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179982 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 33530 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247864.000000 Penalty: 99613.000000
Iteration 248Q: 30 clusters Score -1.242479e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44884 members 
Mstep: Class 4 contains 181929 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18936 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11717 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 55733 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 169950 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 12607 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179961 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 33532 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247832.000000 Penalty: 99613.000000
Iteration 249Q: 30 clusters Score -1.242478e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44885 members 
Mstep: Class 4 contains 181932 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18949 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11710 members 
Mstep: Class 9 contains 15078 members 
Mstep: Class 10 contains 55733 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 12 contains 169951 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179936 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 33532 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247968.000000 Penalty: 99613.000000
Iteration 250Q: 30 clusters Score -1.24248e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 44891 members 
Mstep: Class 4 contains 181944 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15081 members 
Mstep: Class 10 contains 55733 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 12 contains 169956 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8725 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 17368 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179906 members 
Mstep: Class 25 contains 6721 members 
Mstep: Class 26 contains 33535 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247912.000000 Penalty: 99613.000000
Iteration 251Q: 30 clusters Score -1.242479e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 44892 members 
Mstep: Class 4 contains 181950 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18973 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11713 members 
Mstep: Class 9 contains 15085 members 
Mstep: Class 10 contains 55734 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 169957 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8725 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 17369 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179885 members 
Mstep: Class 25 contains 6723 members 
Mstep: Class 26 contains 33538 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247984.000000 Penalty: 99613.000000
Iteration 252Q: 30 clusters Score -1.24248e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44897 members 
Mstep: Class 4 contains 181964 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 18983 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11717 members 
Mstep: Class 9 contains 15087 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 5296 members 
Mstep: Class 12 contains 169957 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8724 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 17369 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179858 members 
Mstep: Class 25 contains 6726 members 
Mstep: Class 26 contains 33542 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247992.000000 Penalty: 99613.000000
Iteration 253Q: 30 clusters Score -1.24248e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44902 members 
Mstep: Class 4 contains 181976 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 19002 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11709 members 
Mstep: Class 9 contains 15089 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 169959 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8724 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 17370 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179826 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 33542 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247944.000000 Penalty: 99613.000000
Iteration 254Q: 30 clusters Score -1.242479e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 44911 members 
Mstep: Class 4 contains 181998 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 19017 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11712 members 
Mstep: Class 9 contains 15092 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 5299 members 
Mstep: Class 12 contains 169957 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 17370 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179796 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 33540 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 171577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3433.312744 but Gain 3434.929688
Score: -124248208.000000 Penalty: 96178.070312
Iteration 255Q: 29 clusters Score -1.242482e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 44990 members 
Mstep: Class 4 contains 182385 members 
Mstep: Class 5 contains 29112 members 
Mstep: Class 6 contains 19296 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 15096 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 5301 members 
Mstep: Class 12 contains 169955 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 17376 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179788 members 
Mstep: Class 25 contains 6735 members 
Mstep: Class 26 contains 33643 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250320.000000 Penalty: 96178.070312
Iteration 256Q: 29 clusters Score -1.242503e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 45000 members 
Mstep: Class 4 contains 182144 members 
Mstep: Class 5 contains 29103 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 15113 members 
Mstep: Class 10 contains 55737 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 169966 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 8767 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179706 members 
Mstep: Class 25 contains 6735 members 
Mstep: Class 26 contains 33648 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250512.000000 Penalty: 96178.070312
Iteration 257Q: 29 clusters Score -1.242505e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 45008 members 
Mstep: Class 4 contains 181916 members 
Mstep: Class 5 contains 29102 members 
Mstep: Class 6 contains 19368 members 
Mstep: Class 7 contains 5861 members 
Mstep: Class 8 contains 11735 members 
Mstep: Class 9 contains 15139 members 
Mstep: Class 10 contains 55737 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 169973 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 8765 members 
Mstep: Class 16 contains 14462 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12607 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179643 members 
Mstep: Class 25 contains 6733 members 
Mstep: Class 26 contains 33644 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250752.000000 Penalty: 96178.070312
Iteration 258Q: 29 clusters Score -1.242508e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5210 members 
Mstep: Class 3 contains 45023 members 
Mstep: Class 4 contains 181718 members 
Mstep: Class 5 contains 29102 members 
Mstep: Class 6 contains 19404 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 15153 members 
Mstep: Class 10 contains 55739 members 
Mstep: Class 11 contains 5328 members 
Mstep: Class 12 contains 169991 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 8765 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 17344 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179584 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 33645 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250688.000000 Penalty: 96178.070312
Iteration 259Q: 29 clusters Score -1.242507e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 45035 members 
Mstep: Class 4 contains 181560 members 
Mstep: Class 5 contains 29102 members 
Mstep: Class 6 contains 19440 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11730 members 
Mstep: Class 9 contains 15160 members 
Mstep: Class 10 contains 55739 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 169995 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 8768 members 
Mstep: Class 16 contains 14462 members 
Mstep: Class 17 contains 17344 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179523 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33650 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250560.000000 Penalty: 96178.070312
Iteration 260F: 29 clusters Score -1.242506e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 45046 members 
Mstep: Class 4 contains 181442 members 
Mstep: Class 5 contains 29099 members 
Mstep: Class 6 contains 19476 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 15174 members 
Mstep: Class 10 contains 55739 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 170004 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 8763 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 17342 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179494 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 33653 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250824.000000 Penalty: 96178.070312
Iteration 261Q: 29 clusters Score -1.242508e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 45068 members 
Mstep: Class 4 contains 181318 members 
Mstep: Class 5 contains 29099 members 
Mstep: Class 6 contains 19511 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 15186 members 
Mstep: Class 10 contains 55739 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 170010 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 8766 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 17342 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179460 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 33656 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250936.000000 Penalty: 96178.070312
Iteration 262Q: 29 clusters Score -1.242509e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 45086 members 
Mstep: Class 4 contains 181259 members 
Mstep: Class 5 contains 29099 members 
Mstep: Class 6 contains 19550 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11732 members 
Mstep: Class 9 contains 15202 members 
Mstep: Class 10 contains 55740 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 170017 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 17343 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179409 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 33654 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250904.000000 Penalty: 96178.070312
Iteration 263Q: 29 clusters Score -1.242509e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5210 members 
Mstep: Class 3 contains 45093 members 
Mstep: Class 4 contains 181234 members 
Mstep: Class 5 contains 29099 members 
Mstep: Class 6 contains 19586 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11724 members 
Mstep: Class 9 contains 15212 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 170022 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 14462 members 
Mstep: Class 17 contains 17340 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179365 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 33654 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250664.000000 Penalty: 96178.070312
Iteration 264Q: 29 clusters Score -1.242507e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 45105 members 
Mstep: Class 4 contains 181194 members 
Mstep: Class 5 contains 29097 members 
Mstep: Class 6 contains 19615 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11717 members 
Mstep: Class 9 contains 15226 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 170024 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 8773 members 
Mstep: Class 16 contains 14462 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179341 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 33659 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250696.000000 Penalty: 96178.070312
Iteration 265Q: 29 clusters Score -1.242507e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 45101 members 
Mstep: Class 4 contains 181168 members 
Mstep: Class 5 contains 29097 members 
Mstep: Class 6 contains 19647 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11714 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 55740 members 
Mstep: Class 11 contains 5397 members 
Mstep: Class 12 contains 170035 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 17340 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179301 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33662 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250872.000000 Penalty: 96178.070312
Iteration 266Q: 29 clusters Score -1.242509e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 45117 members 
Mstep: Class 4 contains 181151 members 
Mstep: Class 5 contains 29097 members 
Mstep: Class 6 contains 19688 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 15238 members 
Mstep: Class 10 contains 55739 members 
Mstep: Class 11 contains 5404 members 
Mstep: Class 12 contains 170050 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179274 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 33661 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251024.000000 Penalty: 96178.070312
Iteration 267Q: 29 clusters Score -1.24251e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 181207 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 19728 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 15250 members 
Mstep: Class 10 contains 55740 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 170060 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 8798 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 17340 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179229 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33662 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251048.000000 Penalty: 96178.070312
Iteration 268Q: 29 clusters Score -1.24251e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 45145 members 
Mstep: Class 4 contains 181254 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 19775 members 
Mstep: Class 7 contains 5858 members 
Mstep: Class 8 contains 11689 members 
Mstep: Class 9 contains 15263 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 170067 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 8802 members 
Mstep: Class 16 contains 14453 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179166 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 33665 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251000.000000 Penalty: 96178.070312
Iteration 269Q: 29 clusters Score -1.24251e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 45158 members 
Mstep: Class 4 contains 181328 members 
Mstep: Class 5 contains 29097 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 11686 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 170078 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 8808 members 
Mstep: Class 16 contains 14449 members 
Mstep: Class 17 contains 17336 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 179068 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 33670 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250912.000000 Penalty: 96178.070312
Iteration 270Q: 29 clusters Score -1.242509e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 45167 members 
Mstep: Class 4 contains 181379 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 19828 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 15297 members 
Mstep: Class 10 contains 55739 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 170093 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 8806 members 
Mstep: Class 16 contains 14452 members 
Mstep: Class 17 contains 17332 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 178978 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 33670 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250872.000000 Penalty: 96178.070312
Iteration 271Q: 29 clusters Score -1.242509e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 45184 members 
Mstep: Class 4 contains 181406 members 
Mstep: Class 5 contains 29097 members 
Mstep: Class 6 contains 19852 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 15310 members 
Mstep: Class 10 contains 55740 members 
Mstep: Class 11 contains 5456 members 
Mstep: Class 12 contains 170102 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 14455 members 
Mstep: Class 17 contains 17326 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 178877 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 33674 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250944.000000 Penalty: 96178.070312
Iteration 272Q: 29 clusters Score -1.242509e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 45193 members 
Mstep: Class 4 contains 181403 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 19871 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11681 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5461 members 
Mstep: Class 12 contains 170108 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 8813 members 
Mstep: Class 16 contains 14454 members 
Mstep: Class 17 contains 17324 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 178801 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 33676 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251112.000000 Penalty: 96178.070312
Iteration 273Q: 29 clusters Score -1.242511e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 45207 members 
Mstep: Class 4 contains 181409 members 
Mstep: Class 5 contains 29099 members 
Mstep: Class 6 contains 19912 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 11674 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 170112 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 8823 members 
Mstep: Class 16 contains 14449 members 
Mstep: Class 17 contains 17320 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 178716 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 33678 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251192.000000 Penalty: 96178.070312
Iteration 274Q: 29 clusters Score -1.242512e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5222 members 
Mstep: Class 3 contains 45218 members 
Mstep: Class 4 contains 181442 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 19948 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 11668 members 
Mstep: Class 9 contains 15338 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5463 members 
Mstep: Class 12 contains 170114 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 8828 members 
Mstep: Class 16 contains 14450 members 
Mstep: Class 17 contains 17317 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178632 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 33686 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251160.000000 Penalty: 96178.070312
Iteration 275Q: 29 clusters Score -1.242512e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 45225 members 
Mstep: Class 4 contains 181465 members 
Mstep: Class 5 contains 29097 members 
Mstep: Class 6 contains 19964 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 11663 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 170125 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 8839 members 
Mstep: Class 16 contains 14452 members 
Mstep: Class 17 contains 17314 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178561 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 33690 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251368.000000 Penalty: 96178.070312
Iteration 276Q: 29 clusters Score -1.242514e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 45243 members 
Mstep: Class 4 contains 181462 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 19998 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11653 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5459 members 
Mstep: Class 12 contains 170133 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 8850 members 
Mstep: Class 16 contains 14452 members 
Mstep: Class 17 contains 17316 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178473 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33692 members 
Mstep: Class 27 contains 19491 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251328.000000 Penalty: 96178.070312
Iteration 277Q: 29 clusters Score -1.242513e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 45259 members 
Mstep: Class 4 contains 181473 members 
Mstep: Class 5 contains 29097 members 
Mstep: Class 6 contains 20050 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 11646 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 55742 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 170150 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 8860 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 17319 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178378 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33690 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251528.000000 Penalty: 96178.070312
Iteration 278Q: 29 clusters Score -1.242515e+08 nChanged 508
Entering ConstructFrom: 
Score: -124251528.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -137060.812500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -137060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134949.625000 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -134949.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135323.312500 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -135323.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135493.437500 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -135493.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135665.250000 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -135665.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135818.890625 Penalty: 3541.271484
	Iteration 4F: 3 clusters Score -135818.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135924.281250 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -135924.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136044.828125 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -136044.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136147.593750 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -136147.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136263.671875 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -136263.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -136355.781250 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -136355.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136410.765625 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -136410.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136468.156250 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -136468.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136533.281250 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -136533.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136614.015625 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -136614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136702.765625 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -136702.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136778.250000 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -136778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136797.968750 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -136798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136808.531250 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -136808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136810.046875 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -136810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136814.171875 Penalty: 3541.271484
	Iteration 19Q: 3 clusters Score -136814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136816.062500 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -136816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -593774.500000 Penalty: 2123.227539
	Iteration 0F: 2 clusters Score -593774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -589119.062500 Penalty: 4246.455078
	Iteration 0F: 3 clusters Score -589119.1 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -590286.562500 Penalty: 4246.455078
	Iteration 1F: 3 clusters Score -590286.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -590598.500000 Penalty: 4246.455078
	Iteration 2F: 3 clusters Score -590598.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -590860.187500 Penalty: 4246.455078
	Iteration 3F: 3 clusters Score -590860.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -591120.187500 Penalty: 4246.455078
	Iteration 4F: 3 clusters Score -591120.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -591290.187500 Penalty: 4246.455078
	Iteration 5Q: 3 clusters Score -591290.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -591433.312500 Penalty: 4246.455078
	Iteration 6Q: 3 clusters Score -591433.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -591561.687500 Penalty: 4246.455078
	Iteration 7Q: 3 clusters Score -591561.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -591657.000000 Penalty: 4246.455078
	Iteration 8Q: 3 clusters Score -591657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -591724.937500 Penalty: 4246.455078
	Iteration 9Q: 3 clusters Score -591724.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -591785.375000 Penalty: 4246.455078
	Iteration 10Q: 3 clusters Score -591785.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -591826.187500 Penalty: 4246.455078
	Iteration 11Q: 3 clusters Score -591826.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -591860.875000 Penalty: 4246.455078
	Iteration 12Q: 3 clusters Score -591860.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -591883.500000 Penalty: 4246.455078
	Iteration 13Q: 3 clusters Score -591883.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -591908.812500 Penalty: 4246.455078
	Iteration 14Q: 3 clusters Score -591908.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -591933.312500 Penalty: 4246.455078
	Iteration 15Q: 3 clusters Score -591933.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -591957.062500 Penalty: 4246.455078
	Iteration 16Q: 3 clusters Score -591957.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -591974.375000 Penalty: 4246.455078
	Iteration 17Q: 3 clusters Score -591974.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -591988.500000 Penalty: 4246.455078
	Iteration 18Q: 3 clusters Score -591988.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -591998.875000 Penalty: 4246.455078
	Iteration 19Q: 3 clusters Score -591998.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -592002.000000 Penalty: 4246.455078
	Iteration 20F: 3 clusters Score -592002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -592007.562500 Penalty: 4246.455078
	Iteration 21Q: 3 clusters Score -592007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -592009.937500 Penalty: 4246.455078
	Iteration 22Q: 3 clusters Score -592009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -592013.937500 Penalty: 4246.455078
	Iteration 23Q: 3 clusters Score -592013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -592016.437500 Penalty: 4246.455078
	Iteration 24Q: 3 clusters Score -592016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -592019.375000 Penalty: 4246.455078
	Iteration 25Q: 3 clusters Score -592019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -592021.562500 Penalty: 4246.455078
	Iteration 26Q: 3 clusters Score -592021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -592024.250000 Penalty: 4246.455078
	Iteration 27Q: 3 clusters Score -592024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -592028.125000 Penalty: 4246.455078
	Iteration 28Q: 3 clusters Score -592028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -592031.812500 Penalty: 4246.455078
	Iteration 29Q: 3 clusters Score -592031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -592035.687500 Penalty: 4246.455078
	Iteration 30Q: 3 clusters Score -592035.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -592040.375000 Penalty: 4246.455078
	Iteration 31Q: 3 clusters Score -592040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -592044.312500 Penalty: 4246.455078
	Iteration 32Q: 3 clusters Score -592044.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -592047.937500 Penalty: 4246.455078
	Iteration 33Q: 3 clusters Score -592047.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -592054.437500 Penalty: 4246.455078
	Iteration 34Q: 3 clusters Score -592054.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -592059.687500 Penalty: 4246.455078
	Iteration 35Q: 3 clusters Score -592059.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -592063.562500 Penalty: 4246.455078
	Iteration 36Q: 3 clusters Score -592063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -592063.625000 Penalty: 4246.455078
	Iteration 37Q: 3 clusters Score -592063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -592063.937500 Penalty: 4246.455078
	Iteration 38Q: 3 clusters Score -592063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -592065.312500 Penalty: 4246.455078
	Iteration 39Q: 3 clusters Score -592065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -592064.500000 Penalty: 4246.455078
	Iteration 40F: 3 clusters Score -592064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -592064.437500 Penalty: 4246.455078
	Iteration 41Q: 3 clusters Score -592064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -592066.062500 Penalty: 4246.455078
	Iteration 42Q: 3 clusters Score -592066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -592066.812500 Penalty: 4246.455078
	Iteration 43Q: 3 clusters Score -592066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -592066.625000 Penalty: 4246.455078
	Iteration 44Q: 3 clusters Score -592066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -592066.625000 Penalty: 4246.455078
	Iteration 45F: 3 clusters Score -592066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Entering Unmasked Estep 
Score: -5357949.000000 Penalty: 2658.648193
	Iteration 0F: 2 clusters Score -5357949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -5327540.500000 Penalty: 5317.296387
	Iteration 0F: 3 clusters Score -5327540 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -5339088.000000 Penalty: 5317.296387
	Iteration 1F: 3 clusters Score -5339088 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5339898.500000 Penalty: 5317.296387
	Iteration 2Q: 3 clusters Score -5339898 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -5341179.000000 Penalty: 5317.296387
	Iteration 3F: 3 clusters Score -5341179 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5343195.000000 Penalty: 5317.296387
	Iteration 4F: 3 clusters Score -5343195 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -5346214.000000 Penalty: 5317.296387
	Iteration 5F: 3 clusters Score -5346214 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -5349561.000000 Penalty: 5317.296387
	Iteration 6F: 3 clusters Score -5349561 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5352496.000000 Penalty: 5317.296387
	Iteration 7F: 3 clusters Score -5352496 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -5354673.000000 Penalty: 5317.296387
	Iteration 8Q: 3 clusters Score -5354673 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -5356148.000000 Penalty: 5317.296387
	Iteration 9Q: 3 clusters Score -5356148 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -5356741.500000 Penalty: 5317.296387
	Iteration 10Q: 3 clusters Score -5356742 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5356899.500000 Penalty: 5317.296387
	Iteration 11Q: 3 clusters Score -5356900 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -5356979.000000 Penalty: 5317.296387
	Iteration 12Q: 3 clusters Score -5356979 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5357023.000000 Penalty: 5317.296387
	Iteration 13Q: 3 clusters Score -5357023 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -5357036.000000 Penalty: 5317.296387
	Iteration 14Q: 3 clusters Score -5357036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -5357031.500000 Penalty: 5317.296387
	Iteration 15Q: 3 clusters Score -5357032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5357055.000000 Penalty: 5317.296387
	Iteration 16Q: 3 clusters Score -5357055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -5357073.000000 Penalty: 5317.296387
	Iteration 17Q: 3 clusters Score -5357073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -5357095.000000 Penalty: 5317.296387
	Iteration 18Q: 3 clusters Score -5357095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5357091.000000 Penalty: 5317.296387
	Iteration 19Q: 3 clusters Score -5357091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5357094.000000 Penalty: 5317.296387
	Iteration 20F: 3 clusters Score -5357094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -5357080.500000 Penalty: 5317.296387
	Iteration 21Q: 3 clusters Score -5357080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -5357083.000000 Penalty: 5317.296387
	Iteration 22Q: 3 clusters Score -5357083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5357081.000000 Penalty: 5317.296387
	Iteration 23Q: 3 clusters Score -5357081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5357080.500000 Penalty: 5317.296387
	Iteration 24Q: 3 clusters Score -5357080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5357080.500000 Penalty: 5317.296387
	Iteration 25Q: 3 clusters Score -5357080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -5357084.000000 Penalty: 5317.296387
	Iteration 26Q: 3 clusters Score -5357084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5357096.000000 Penalty: 5317.296387
	Iteration 27Q: 3 clusters Score -5357096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -5357104.500000 Penalty: 5317.296387
	Iteration 28Q: 3 clusters Score -5357104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5357106.000000 Penalty: 5317.296387
	Iteration 29Q: 3 clusters Score -5357106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5357112.000000 Penalty: 5317.296387
	Iteration 30Q: 3 clusters Score -5357112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5357119.500000 Penalty: 5317.296387
	Iteration 31Q: 3 clusters Score -5357120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5357108.500000 Penalty: 5317.296387
	Iteration 32Q: 3 clusters Score -5357108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -5357111.000000 Penalty: 5317.296387
	Iteration 33Q: 3 clusters Score -5357111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -5357116.000000 Penalty: 5317.296387
	Iteration 34Q: 3 clusters Score -5357116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5357109.500000 Penalty: 5317.296387
	Iteration 35Q: 3 clusters Score -5357110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5357109.000000 Penalty: 5317.296387
	Iteration 36Q: 3 clusters Score -5357109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -5357109.500000 Penalty: 5317.296387
	Iteration 37Q: 3 clusters Score -5357110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -5357107.500000 Penalty: 5317.296387
	Iteration 38Q: 3 clusters Score -5357108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5357105.000000 Penalty: 5317.296387
	Iteration 39Q: 3 clusters Score -5357105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -5357116.000000 Penalty: 5317.296387
	Iteration 40F: 3 clusters Score -5357116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5357109.000000 Penalty: 5317.296387
	Iteration 41Q: 3 clusters Score -5357109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5357113.000000 Penalty: 5317.296387
	Iteration 42Q: 3 clusters Score -5357113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5357117.500000 Penalty: 5317.296387
	Iteration 43Q: 3 clusters Score -5357118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -5357118.500000 Penalty: 5317.296387
	Iteration 44Q: 3 clusters Score -5357118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -5357135.000000 Penalty: 5317.296387
	Iteration 45Q: 3 clusters Score -5357135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -5357132.000000 Penalty: 5317.296387
	Iteration 46Q: 3 clusters Score -5357132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5357128.000000 Penalty: 5317.296387
	Iteration 47Q: 3 clusters Score -5357128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -5357127.500000 Penalty: 5317.296387
	Iteration 48Q: 3 clusters Score -5357128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5357133.000000 Penalty: 5317.296387
	Iteration 49Q: 3 clusters Score -5357133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5357132.500000 Penalty: 5317.296387
	Iteration 50Q: 3 clusters Score -5357132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -5357129.500000 Penalty: 5317.296387
	Iteration 51Q: 3 clusters Score -5357130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -5357136.500000 Penalty: 5317.296387
	Iteration 52Q: 3 clusters Score -5357136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5357134.000000 Penalty: 5317.296387
	Iteration 53Q: 3 clusters Score -5357134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5357131.500000 Penalty: 5317.296387
	Iteration 54Q: 3 clusters Score -5357132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -5357137.500000 Penalty: 5317.296387
	Iteration 55Q: 3 clusters Score -5357138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5357128.500000 Penalty: 5317.296387
	Iteration 56Q: 3 clusters Score -5357128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5357128.500000 Penalty: 5317.296387
	Iteration 57Q: 3 clusters Score -5357128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5357133.000000 Penalty: 5317.296387
	Iteration 58Q: 3 clusters Score -5357133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -5357145.500000 Penalty: 5317.296387
	Iteration 59Q: 3 clusters Score -5357146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -5357138.000000 Penalty: 5317.296387
	Iteration 60F: 3 clusters Score -5357138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5357141.500000 Penalty: 5317.296387
	Iteration 61Q: 3 clusters Score -5357142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5357138.500000 Penalty: 5317.296387
	Iteration 62Q: 3 clusters Score -5357138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -5357135.500000 Penalty: 5317.296387
	Iteration 63Q: 3 clusters Score -5357136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -5357136.000000 Penalty: 5317.296387
	Iteration 64Q: 3 clusters Score -5357136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -5357138.000000 Penalty: 5317.296387
	Iteration 65Q: 3 clusters Score -5357138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -5357138.000000 Penalty: 5317.296387
	Iteration 66Q: 3 clusters Score -5357138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5357145.000000 Penalty: 5317.296387
	Iteration 67Q: 3 clusters Score -5357145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5357145.000000 Penalty: 5317.296387
	Iteration 68F: 3 clusters Score -5357145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (181463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Entering Unmasked Estep 
Score: -22642612.000000 Penalty: 3002.984131
	Iteration 0F: 2 clusters Score -2.264261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -22525698.000000 Penalty: 6005.968262
	Iteration 0F: 3 clusters Score -2.25257e+07 nChanged 87002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -22577060.000000 Penalty: 6005.968262
	Iteration 1F: 3 clusters Score -2.257706e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -22578620.000000 Penalty: 6005.968262
	Iteration 2Q: 3 clusters Score -2.257862e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 97471 members 
Entering Unmasked Estep 
Score: -22580898.000000 Penalty: 6005.968262
	Iteration 3Q: 3 clusters Score -2.25809e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -22583940.000000 Penalty: 6005.968262
	Iteration 4Q: 3 clusters Score -2.258394e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -22588348.000000 Penalty: 6005.968262
	Iteration 5F: 3 clusters Score -2.258835e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 116155 members 
Entering Unmasked Estep 
Score: -22593944.000000 Penalty: 6005.968262
	Iteration 6F: 3 clusters Score -2.259394e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 125686 members 
Entering Unmasked Estep 
Score: -22600526.000000 Penalty: 6005.968262
	Iteration 7F: 3 clusters Score -2.260053e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -22607458.000000 Penalty: 6005.968262
	Iteration 8F: 3 clusters Score -2.260746e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 146472 members 
Entering Unmasked Estep 
Score: -22614776.000000 Penalty: 6005.968262
	Iteration 9F: 3 clusters Score -2.261478e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 156432 members 
Entering Unmasked Estep 
Score: -22622096.000000 Penalty: 6005.968262
	Iteration 10F: 3 clusters Score -2.26221e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -22629032.000000 Penalty: 6005.968262
	Iteration 11Q: 3 clusters Score -2.262903e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 172183 members 
Entering Unmasked Estep 
Score: -22633916.000000 Penalty: 6005.968262
	Iteration 12Q: 3 clusters Score -2.263392e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -22637224.000000 Penalty: 6005.968262
	Iteration 13Q: 3 clusters Score -2.263722e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 179128 members 
Entering Unmasked Estep 
Score: -22638758.000000 Penalty: 6005.968262
	Iteration 14Q: 3 clusters Score -2.263876e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 180210 members 
Entering Unmasked Estep 
Score: -22639480.000000 Penalty: 6005.968262
	Iteration 15Q: 3 clusters Score -2.263948e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 180625 members 
Entering Unmasked Estep 
Score: -22639720.000000 Penalty: 6005.968262
	Iteration 16Q: 3 clusters Score -2.263972e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 180796 members 
Entering Unmasked Estep 
Score: -22639806.000000 Penalty: 6005.968262
	Iteration 17Q: 3 clusters Score -2.263981e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 180876 members 
Entering Unmasked Estep 
Score: -22639886.000000 Penalty: 6005.968262
	Iteration 18Q: 3 clusters Score -2.263989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 180930 members 
Entering Unmasked Estep 
Score: -22639924.000000 Penalty: 6005.968262
	Iteration 19Q: 3 clusters Score -2.263992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -22639954.000000 Penalty: 6005.968262
	Iteration 20F: 3 clusters Score -2.263995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 180973 members 
Entering Unmasked Estep 
Score: -22639984.000000 Penalty: 6005.968262
	Iteration 21Q: 3 clusters Score -2.263998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 180983 members 
Entering Unmasked Estep 
Score: -22639986.000000 Penalty: 6005.968262
	Iteration 22Q: 3 clusters Score -2.263999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 180991 members 
Entering Unmasked Estep 
Score: -22640006.000000 Penalty: 6005.968262
	Iteration 23Q: 3 clusters Score -2.264001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 180998 members 
Entering Unmasked Estep 
Score: -22640024.000000 Penalty: 6005.968262
	Iteration 24Q: 3 clusters Score -2.264002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -22640026.000000 Penalty: 6005.968262
	Iteration 25Q: 3 clusters Score -2.264003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 181005 members 
Entering Unmasked Estep 
Score: -22640032.000000 Penalty: 6005.968262
	Iteration 26Q: 3 clusters Score -2.264003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 181005 members 
Entering Unmasked Estep 
Score: -22640036.000000 Penalty: 6005.968262
	Iteration 27Q: 3 clusters Score -2.264004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -22640046.000000 Penalty: 6005.968262
	Iteration 28Q: 3 clusters Score -2.264005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 181008 members 
Entering Unmasked Estep 
Score: -22640048.000000 Penalty: 6005.968262
	Iteration 29Q: 3 clusters Score -2.264005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 181011 members 
Entering Unmasked Estep 
Score: -22640058.000000 Penalty: 6005.968262
	Iteration 30Q: 3 clusters Score -2.264006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 181015 members 
Entering Unmasked Estep 
Score: -22640060.000000 Penalty: 6005.968262
	Iteration 31Q: 3 clusters Score -2.264006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 181019 members 
Entering Unmasked Estep 
Score: -22640060.000000 Penalty: 6005.968262
	Iteration 32Q: 3 clusters Score -2.264006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 181022 members 
Entering Unmasked Estep 
Score: -22640072.000000 Penalty: 6005.968262
	Iteration 33Q: 3 clusters Score -2.264007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 181024 members 
Entering Unmasked Estep 
Score: -22640068.000000 Penalty: 6005.968262
	Iteration 34Q: 3 clusters Score -2.264007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 181026 members 
Entering Unmasked Estep 
Score: -22640080.000000 Penalty: 6005.968262
	Iteration 35Q: 3 clusters Score -2.264008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 181028 members 
Entering Unmasked Estep 
Score: -22640086.000000 Penalty: 6005.968262
	Iteration 36Q: 3 clusters Score -2.264009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 181029 members 
Entering Unmasked Estep 
Score: -22640088.000000 Penalty: 6005.968262
	Iteration 37Q: 3 clusters Score -2.264009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 181029 members 
Entering Unmasked Estep 
Score: -22640088.000000 Penalty: 6005.968262
	Iteration 38F: 3 clusters Score -2.264009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Entering Unmasked Estep 
Score: -3577500.250000 Penalty: 2549.032227
	Iteration 0F: 2 clusters Score -3577500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3557461.250000 Penalty: 5098.064453
	Iteration 0F: 3 clusters Score -3557461 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3564805.500000 Penalty: 5098.064453
	Iteration 1F: 3 clusters Score -3564806 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3565368.750000 Penalty: 5098.064453
	Iteration 2F: 3 clusters Score -3565369 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3565905.500000 Penalty: 5098.064453
	Iteration 3Q: 3 clusters Score -3565906 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3566469.250000 Penalty: 5098.064453
	Iteration 4Q: 3 clusters Score -3566469 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3567054.500000 Penalty: 5098.064453
	Iteration 5Q: 3 clusters Score -3567054 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3567706.750000 Penalty: 5098.064453
	Iteration 6Q: 3 clusters Score -3567707 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3568283.000000 Penalty: 5098.064453
	Iteration 7Q: 3 clusters Score -3568283 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3568801.500000 Penalty: 5098.064453
	Iteration 8Q: 3 clusters Score -3568802 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3569216.500000 Penalty: 5098.064453
	Iteration 9Q: 3 clusters Score -3569216 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3569583.500000 Penalty: 5098.064453
	Iteration 10Q: 3 clusters Score -3569584 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3569860.500000 Penalty: 5098.064453
	Iteration 11Q: 3 clusters Score -3569860 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3570085.000000 Penalty: 5098.064453
	Iteration 12Q: 3 clusters Score -3570085 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3570244.500000 Penalty: 5098.064453
	Iteration 13Q: 3 clusters Score -3570244 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3570405.000000 Penalty: 5098.064453
	Iteration 14Q: 3 clusters Score -3570405 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3570583.000000 Penalty: 5098.064453
	Iteration 15Q: 3 clusters Score -3570583 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3570766.750000 Penalty: 5098.064453
	Iteration 16Q: 3 clusters Score -3570767 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3570958.750000 Penalty: 5098.064453
	Iteration 17Q: 3 clusters Score -3570959 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3571183.000000 Penalty: 5098.064453
	Iteration 18Q: 3 clusters Score -3571183 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -3571468.750000 Penalty: 5098.064453
	Iteration 19Q: 3 clusters Score -3571469 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3571744.750000 Penalty: 5098.064453
	Iteration 20F: 3 clusters Score -3571745 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3572037.750000 Penalty: 5098.064453
	Iteration 21Q: 3 clusters Score -3572038 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3572315.500000 Penalty: 5098.064453
	Iteration 22Q: 3 clusters Score -3572316 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3572566.750000 Penalty: 5098.064453
	Iteration 23Q: 3 clusters Score -3572567 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3572814.000000 Penalty: 5098.064453
	Iteration 24Q: 3 clusters Score -3572814 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3573057.750000 Penalty: 5098.064453
	Iteration 25Q: 3 clusters Score -3573058 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3573286.750000 Penalty: 5098.064453
	Iteration 26Q: 3 clusters Score -3573287 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3573525.250000 Penalty: 5098.064453
	Iteration 27Q: 3 clusters Score -3573525 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3573752.500000 Penalty: 5098.064453
	Iteration 28Q: 3 clusters Score -3573752 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3573938.500000 Penalty: 5098.064453
	Iteration 29Q: 3 clusters Score -3573938 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3574115.750000 Penalty: 5098.064453
	Iteration 30Q: 3 clusters Score -3574116 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3574289.750000 Penalty: 5098.064453
	Iteration 31Q: 3 clusters Score -3574290 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3574422.000000 Penalty: 5098.064453
	Iteration 32Q: 3 clusters Score -3574422 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3574527.000000 Penalty: 5098.064453
	Iteration 33Q: 3 clusters Score -3574527 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3574646.750000 Penalty: 5098.064453
	Iteration 34Q: 3 clusters Score -3574647 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3574748.250000 Penalty: 5098.064453
	Iteration 35Q: 3 clusters Score -3574748 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3574834.250000 Penalty: 5098.064453
	Iteration 36Q: 3 clusters Score -3574834 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3574916.000000 Penalty: 5098.064453
	Iteration 37Q: 3 clusters Score -3574916 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3574970.000000 Penalty: 5098.064453
	Iteration 38Q: 3 clusters Score -3574970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3575000.500000 Penalty: 5098.064453
	Iteration 39Q: 3 clusters Score -3575000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3575045.500000 Penalty: 5098.064453
	Iteration 40F: 3 clusters Score -3575046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3575068.500000 Penalty: 5098.064453
	Iteration 41Q: 3 clusters Score -3575068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3575097.750000 Penalty: 5098.064453
	Iteration 42Q: 3 clusters Score -3575098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3575127.250000 Penalty: 5098.064453
	Iteration 43Q: 3 clusters Score -3575127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3575147.000000 Penalty: 5098.064453
	Iteration 44Q: 3 clusters Score -3575147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3575160.500000 Penalty: 5098.064453
	Iteration 45Q: 3 clusters Score -3575160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3575170.500000 Penalty: 5098.064453
	Iteration 46Q: 3 clusters Score -3575170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3575180.000000 Penalty: 5098.064453
	Iteration 47Q: 3 clusters Score -3575180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3575189.500000 Penalty: 5098.064453
	Iteration 48Q: 3 clusters Score -3575190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3575201.500000 Penalty: 5098.064453
	Iteration 49Q: 3 clusters Score -3575202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3575219.500000 Penalty: 5098.064453
	Iteration 50Q: 3 clusters Score -3575220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3575236.750000 Penalty: 5098.064453
	Iteration 51Q: 3 clusters Score -3575237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3575237.750000 Penalty: 5098.064453
	Iteration 52Q: 3 clusters Score -3575238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3575247.000000 Penalty: 5098.064453
	Iteration 53Q: 3 clusters Score -3575247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3575251.500000 Penalty: 5098.064453
	Iteration 54Q: 3 clusters Score -3575252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3575264.500000 Penalty: 5098.064453
	Iteration 55Q: 3 clusters Score -3575264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -3575270.750000 Penalty: 5098.064453
	Iteration 56Q: 3 clusters Score -3575271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3575273.250000 Penalty: 5098.064453
	Iteration 57Q: 3 clusters Score -3575273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3575282.750000 Penalty: 5098.064453
	Iteration 58Q: 3 clusters Score -3575283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3575304.500000 Penalty: 5098.064453
	Iteration 59Q: 3 clusters Score -3575304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3575312.750000 Penalty: 5098.064453
	Iteration 60F: 3 clusters Score -3575313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3575315.250000 Penalty: 5098.064453
	Iteration 61Q: 3 clusters Score -3575315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3575323.500000 Penalty: 5098.064453
	Iteration 62Q: 3 clusters Score -3575324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3575324.250000 Penalty: 5098.064453
	Iteration 63Q: 3 clusters Score -3575324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3575336.750000 Penalty: 5098.064453
	Iteration 64Q: 3 clusters Score -3575337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3575342.500000 Penalty: 5098.064453
	Iteration 65Q: 3 clusters Score -3575342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3575346.500000 Penalty: 5098.064453
	Iteration 66Q: 3 clusters Score -3575346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3575354.750000 Penalty: 5098.064453
	Iteration 67Q: 3 clusters Score -3575355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3575355.750000 Penalty: 5098.064453
	Iteration 68Q: 3 clusters Score -3575356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3575357.750000 Penalty: 5098.064453
	Iteration 69Q: 3 clusters Score -3575358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3575357.750000 Penalty: 5098.064453
	Iteration 70F: 3 clusters Score -3575358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Entering Unmasked Estep 
Score: -2367260.500000 Penalty: 2457.079590
	Iteration 0F: 2 clusters Score -2367260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2353211.250000 Penalty: 4914.159180
	Iteration 0F: 3 clusters Score -2353211 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2357884.750000 Penalty: 4914.159180
	Iteration 1F: 3 clusters Score -2357885 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2358487.500000 Penalty: 4914.159180
	Iteration 2F: 3 clusters Score -2358488 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2359068.500000 Penalty: 4914.159180
	Iteration 3F: 3 clusters Score -2359068 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2359691.500000 Penalty: 4914.159180
	Iteration 4F: 3 clusters Score -2359692 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2360427.500000 Penalty: 4914.159180
	Iteration 5F: 3 clusters Score -2360428 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2361183.750000 Penalty: 4914.159180
	Iteration 6F: 3 clusters Score -2361184 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2361941.750000 Penalty: 4914.159180
	Iteration 7F: 3 clusters Score -2361942 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2362760.750000 Penalty: 4914.159180
	Iteration 8F: 3 clusters Score -2362761 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2363472.250000 Penalty: 4914.159180
	Iteration 9Q: 3 clusters Score -2363472 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2364046.000000 Penalty: 4914.159180
	Iteration 10Q: 3 clusters Score -2364046 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2364589.750000 Penalty: 4914.159180
	Iteration 11Q: 3 clusters Score -2364590 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2365038.000000 Penalty: 4914.159180
	Iteration 12Q: 3 clusters Score -2365038 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2365319.500000 Penalty: 4914.159180
	Iteration 13Q: 3 clusters Score -2365320 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2365475.750000 Penalty: 4914.159180
	Iteration 14Q: 3 clusters Score -2365476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2365625.250000 Penalty: 4914.159180
	Iteration 15Q: 3 clusters Score -2365625 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2365744.250000 Penalty: 4914.159180
	Iteration 16Q: 3 clusters Score -2365744 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2365861.750000 Penalty: 4914.159180
	Iteration 17Q: 3 clusters Score -2365862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2365975.250000 Penalty: 4914.159180
	Iteration 18Q: 3 clusters Score -2365975 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2366075.250000 Penalty: 4914.159180
	Iteration 19Q: 3 clusters Score -2366075 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2366136.000000 Penalty: 4914.159180
	Iteration 20F: 3 clusters Score -2366136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2366162.750000 Penalty: 4914.159180
	Iteration 21Q: 3 clusters Score -2366163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2366177.500000 Penalty: 4914.159180
	Iteration 22Q: 3 clusters Score -2366178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2366181.500000 Penalty: 4914.159180
	Iteration 23Q: 3 clusters Score -2366182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2366191.250000 Penalty: 4914.159180
	Iteration 24Q: 3 clusters Score -2366191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2366200.250000 Penalty: 4914.159180
	Iteration 25Q: 3 clusters Score -2366200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2366195.500000 Penalty: 4914.159180
	Iteration 26Q: 3 clusters Score -2366196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2366196.250000 Penalty: 4914.159180
	Iteration 27Q: 3 clusters Score -2366196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2366194.500000 Penalty: 4914.159180
	Iteration 28Q: 3 clusters Score -2366194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2366200.750000 Penalty: 4914.159180
	Iteration 29Q: 3 clusters Score -2366201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2366198.750000 Penalty: 4914.159180
	Iteration 30Q: 3 clusters Score -2366199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2366199.250000 Penalty: 4914.159180
	Iteration 31Q: 3 clusters Score -2366199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2366199.750000 Penalty: 4914.159180
	Iteration 32Q: 3 clusters Score -2366200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2366201.000000 Penalty: 4914.159180
	Iteration 33Q: 3 clusters Score -2366201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2366199.750000 Penalty: 4914.159180
	Iteration 34Q: 3 clusters Score -2366200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2366199.750000 Penalty: 4914.159180
	Iteration 35F: 3 clusters Score -2366200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Entering Unmasked Estep 
Score: -709944.812500 Penalty: 2151.412842
	Iteration 0F: 2 clusters Score -709944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -704856.250000 Penalty: 4302.825684
	Iteration 0F: 3 clusters Score -704856.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -706114.125000 Penalty: 4302.825684
	Iteration 1F: 3 clusters Score -706114.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -706331.500000 Penalty: 4302.825684
	Iteration 2F: 3 clusters Score -706331.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -706488.437500 Penalty: 4302.825684
	Iteration 3Q: 3 clusters Score -706488.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -706616.625000 Penalty: 4302.825684
	Iteration 4Q: 3 clusters Score -706616.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -706761.812500 Penalty: 4302.825684
	Iteration 5Q: 3 clusters Score -706761.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -706910.312500 Penalty: 4302.825684
	Iteration 6Q: 3 clusters Score -706910.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -707034.062500 Penalty: 4302.825684
	Iteration 7Q: 3 clusters Score -707034.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -707144.687500 Penalty: 4302.825684
	Iteration 8Q: 3 clusters Score -707144.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -707238.875000 Penalty: 4302.825684
	Iteration 9Q: 3 clusters Score -707238.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -707300.187500 Penalty: 4302.825684
	Iteration 10Q: 3 clusters Score -707300.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -707344.750000 Penalty: 4302.825684
	Iteration 11Q: 3 clusters Score -707344.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -707384.937500 Penalty: 4302.825684
	Iteration 12Q: 3 clusters Score -707384.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -707410.812500 Penalty: 4302.825684
	Iteration 13Q: 3 clusters Score -707410.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -707435.125000 Penalty: 4302.825684
	Iteration 14Q: 3 clusters Score -707435.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -707457.812500 Penalty: 4302.825684
	Iteration 15Q: 3 clusters Score -707457.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -707474.625000 Penalty: 4302.825684
	Iteration 16Q: 3 clusters Score -707474.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -707485.937500 Penalty: 4302.825684
	Iteration 17Q: 3 clusters Score -707485.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -707495.000000 Penalty: 4302.825684
	Iteration 18Q: 3 clusters Score -707495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -707507.062500 Penalty: 4302.825684
	Iteration 19Q: 3 clusters Score -707507.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -707514.250000 Penalty: 4302.825684
	Iteration 20F: 3 clusters Score -707514.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -707521.437500 Penalty: 4302.825684
	Iteration 21Q: 3 clusters Score -707521.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -707529.187500 Penalty: 4302.825684
	Iteration 22Q: 3 clusters Score -707529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -707531.937500 Penalty: 4302.825684
	Iteration 23Q: 3 clusters Score -707531.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -707536.687500 Penalty: 4302.825684
	Iteration 24Q: 3 clusters Score -707536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -707539.875000 Penalty: 4302.825684
	Iteration 25Q: 3 clusters Score -707539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -707540.500000 Penalty: 4302.825684
	Iteration 26Q: 3 clusters Score -707540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -707542.875000 Penalty: 4302.825684
	Iteration 27Q: 3 clusters Score -707542.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -707546.750000 Penalty: 4302.825684
	Iteration 28Q: 3 clusters Score -707546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -707545.937500 Penalty: 4302.825684
	Iteration 29Q: 3 clusters Score -707545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -707549.125000 Penalty: 4302.825684
	Iteration 30Q: 3 clusters Score -707549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -707551.937500 Penalty: 4302.825684
	Iteration 31Q: 3 clusters Score -707551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -707555.750000 Penalty: 4302.825684
	Iteration 32Q: 3 clusters Score -707555.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -707562.937500 Penalty: 4302.825684
	Iteration 33Q: 3 clusters Score -707562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -707565.062500 Penalty: 4302.825684
	Iteration 34Q: 3 clusters Score -707565.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -707568.750000 Penalty: 4302.825684
	Iteration 35Q: 3 clusters Score -707568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -707571.687500 Penalty: 4302.825684
	Iteration 36Q: 3 clusters Score -707571.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -707573.625000 Penalty: 4302.825684
	Iteration 37Q: 3 clusters Score -707573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -707576.375000 Penalty: 4302.825684
	Iteration 38Q: 3 clusters Score -707576.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -707577.187500 Penalty: 4302.825684
	Iteration 39Q: 3 clusters Score -707577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -707580.125000 Penalty: 4302.825684
	Iteration 40F: 3 clusters Score -707580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -707581.250000 Penalty: 4302.825684
	Iteration 41Q: 3 clusters Score -707581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -707585.125000 Penalty: 4302.825684
	Iteration 42Q: 3 clusters Score -707585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -707586.312500 Penalty: 4302.825684
	Iteration 43Q: 3 clusters Score -707586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -707588.812500 Penalty: 4302.825684
	Iteration 44Q: 3 clusters Score -707588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -707592.500000 Penalty: 4302.825684
	Iteration 45Q: 3 clusters Score -707592.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -707593.437500 Penalty: 4302.825684
	Iteration 46Q: 3 clusters Score -707593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -707593.750000 Penalty: 4302.825684
	Iteration 47Q: 3 clusters Score -707593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -707597.562500 Penalty: 4302.825684
	Iteration 48Q: 3 clusters Score -707597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -707597.000000 Penalty: 4302.825684
	Iteration 49Q: 3 clusters Score -707597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -707598.000000 Penalty: 4302.825684
	Iteration 50Q: 3 clusters Score -707598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -707600.500000 Penalty: 4302.825684
	Iteration 51Q: 3 clusters Score -707600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -707601.750000 Penalty: 4302.825684
	Iteration 52Q: 3 clusters Score -707601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -707602.937500 Penalty: 4302.825684
	Iteration 53Q: 3 clusters Score -707602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -707604.687500 Penalty: 4302.825684
	Iteration 54Q: 3 clusters Score -707604.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -707606.562500 Penalty: 4302.825684
	Iteration 55Q: 3 clusters Score -707606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -707607.125000 Penalty: 4302.825684
	Iteration 56Q: 3 clusters Score -707607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -707609.687500 Penalty: 4302.825684
	Iteration 57Q: 3 clusters Score -707609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -707609.875000 Penalty: 4302.825684
	Iteration 58Q: 3 clusters Score -707609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -707611.500000 Penalty: 4302.825684
	Iteration 59Q: 3 clusters Score -707611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -707611.500000 Penalty: 4302.825684
	Iteration 60F: 3 clusters Score -707611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -707611.062500 Penalty: 4302.825684
	Iteration 61Q: 3 clusters Score -707611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -707611.375000 Penalty: 4302.825684
	Iteration 62Q: 3 clusters Score -707611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -707613.562500 Penalty: 4302.825684
	Iteration 63Q: 3 clusters Score -707613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -707614.062500 Penalty: 4302.825684
	Iteration 64Q: 3 clusters Score -707614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -707613.562500 Penalty: 4302.825684
	Iteration 65Q: 3 clusters Score -707613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -707614.687500 Penalty: 4302.825684
	Iteration 66Q: 3 clusters Score -707614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -707616.437500 Penalty: 4302.825684
	Iteration 67Q: 3 clusters Score -707616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -707616.562500 Penalty: 4302.825684
	Iteration 68Q: 3 clusters Score -707616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -707616.687500 Penalty: 4302.825684
	Iteration 69Q: 3 clusters Score -707616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -707617.437500 Penalty: 4302.825684
	Iteration 70Q: 3 clusters Score -707617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -707616.375000 Penalty: 4302.825684
	Iteration 71Q: 3 clusters Score -707616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -707617.687500 Penalty: 4302.825684
	Iteration 72Q: 3 clusters Score -707617.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -707621.375000 Penalty: 4302.825684
	Iteration 73Q: 3 clusters Score -707621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -707623.937500 Penalty: 4302.825684
	Iteration 74Q: 3 clusters Score -707623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -707624.125000 Penalty: 4302.825684
	Iteration 75Q: 3 clusters Score -707624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -707623.937500 Penalty: 4302.825684
	Iteration 76Q: 3 clusters Score -707623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -707622.437500 Penalty: 4302.825684
	Iteration 77Q: 3 clusters Score -707622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -707623.187500 Penalty: 4302.825684
	Iteration 78Q: 3 clusters Score -707623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -707623.500000 Penalty: 4302.825684
	Iteration 79Q: 3 clusters Score -707623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -707625.312500 Penalty: 4302.825684
	Iteration 80F: 3 clusters Score -707625.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Entering Unmasked Estep 
Score: -1332597.625000 Penalty: 2321.868896
	Iteration 0F: 2 clusters Score -1332598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1323913.125000 Penalty: 4643.737793
	Iteration 0F: 3 clusters Score -1323913 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1326763.375000 Penalty: 4643.737793
	Iteration 1F: 3 clusters Score -1326763 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1327265.000000 Penalty: 4643.737793
	Iteration 2F: 3 clusters Score -1327265 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1327673.875000 Penalty: 4643.737793
	Iteration 3F: 3 clusters Score -1327674 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1328056.000000 Penalty: 4643.737793
	Iteration 4F: 3 clusters Score -1328056 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1328391.250000 Penalty: 4643.737793
	Iteration 5F: 3 clusters Score -1328391 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1328641.000000 Penalty: 4643.737793
	Iteration 6Q: 3 clusters Score -1328641 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1328866.875000 Penalty: 4643.737793
	Iteration 7Q: 3 clusters Score -1328867 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1329064.750000 Penalty: 4643.737793
	Iteration 8Q: 3 clusters Score -1329065 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1329278.625000 Penalty: 4643.737793
	Iteration 9Q: 3 clusters Score -1329279 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1329502.625000 Penalty: 4643.737793
	Iteration 10Q: 3 clusters Score -1329503 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1329768.500000 Penalty: 4643.737793
	Iteration 11Q: 3 clusters Score -1329768 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1330144.750000 Penalty: 4643.737793
	Iteration 12Q: 3 clusters Score -1330145 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1330497.875000 Penalty: 4643.737793
	Iteration 13Q: 3 clusters Score -1330498 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1330808.375000 Penalty: 4643.737793
	Iteration 14Q: 3 clusters Score -1330808 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1331033.250000 Penalty: 4643.737793
	Iteration 15Q: 3 clusters Score -1331033 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1331179.375000 Penalty: 4643.737793
	Iteration 16Q: 3 clusters Score -1331179 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1331279.500000 Penalty: 4643.737793
	Iteration 17Q: 3 clusters Score -1331280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1331371.500000 Penalty: 4643.737793
	Iteration 18Q: 3 clusters Score -1331372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1331473.125000 Penalty: 4643.737793
	Iteration 19Q: 3 clusters Score -1331473 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1331533.375000 Penalty: 4643.737793
	Iteration 20F: 3 clusters Score -1331533 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1331583.125000 Penalty: 4643.737793
	Iteration 21Q: 3 clusters Score -1331583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1331617.000000 Penalty: 4643.737793
	Iteration 22Q: 3 clusters Score -1331617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1331644.000000 Penalty: 4643.737793
	Iteration 23Q: 3 clusters Score -1331644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1331661.000000 Penalty: 4643.737793
	Iteration 24Q: 3 clusters Score -1331661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1331673.250000 Penalty: 4643.737793
	Iteration 25Q: 3 clusters Score -1331673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1331678.375000 Penalty: 4643.737793
	Iteration 26Q: 3 clusters Score -1331678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1331688.375000 Penalty: 4643.737793
	Iteration 27Q: 3 clusters Score -1331688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1331686.125000 Penalty: 4643.737793
	Iteration 28Q: 3 clusters Score -1331686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1331691.500000 Penalty: 4643.737793
	Iteration 29Q: 3 clusters Score -1331692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1331694.750000 Penalty: 4643.737793
	Iteration 30Q: 3 clusters Score -1331695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1331697.375000 Penalty: 4643.737793
	Iteration 31Q: 3 clusters Score -1331697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1331701.375000 Penalty: 4643.737793
	Iteration 32Q: 3 clusters Score -1331701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1331703.125000 Penalty: 4643.737793
	Iteration 33Q: 3 clusters Score -1331703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1331705.625000 Penalty: 4643.737793
	Iteration 34Q: 3 clusters Score -1331706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1331707.250000 Penalty: 4643.737793
	Iteration 35Q: 3 clusters Score -1331707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1331706.625000 Penalty: 4643.737793
	Iteration 36Q: 3 clusters Score -1331707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1331706.875000 Penalty: 4643.737793
	Iteration 37Q: 3 clusters Score -1331707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1331709.625000 Penalty: 4643.737793
	Iteration 38Q: 3 clusters Score -1331710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1331711.000000 Penalty: 4643.737793
	Iteration 39Q: 3 clusters Score -1331711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1331711.750000 Penalty: 4643.737793
	Iteration 40F: 3 clusters Score -1331712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1331714.375000 Penalty: 4643.737793
	Iteration 41Q: 3 clusters Score -1331714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1331713.750000 Penalty: 4643.737793
	Iteration 42Q: 3 clusters Score -1331714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1331712.250000 Penalty: 4643.737793
	Iteration 43Q: 3 clusters Score -1331712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1331714.000000 Penalty: 4643.737793
	Iteration 44Q: 3 clusters Score -1331714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1331713.875000 Penalty: 4643.737793
	Iteration 45Q: 3 clusters Score -1331714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1331713.875000 Penalty: 4643.737793
	Iteration 46F: 3 clusters Score -1331714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1878815.375000 Penalty: 2390.633789
	Iteration 0F: 2 clusters Score -1878815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1867701.875000 Penalty: 4781.267578
	Iteration 0F: 3 clusters Score -1867702 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1871310.250000 Penalty: 4781.267578
	Iteration 1F: 3 clusters Score -1871310 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1871741.250000 Penalty: 4781.267578
	Iteration 2F: 3 clusters Score -1871741 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1872119.625000 Penalty: 4781.267578
	Iteration 3F: 3 clusters Score -1872120 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1872458.250000 Penalty: 4781.267578
	Iteration 4Q: 3 clusters Score -1872458 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1872760.625000 Penalty: 4781.267578
	Iteration 5Q: 3 clusters Score -1872761 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1873098.750000 Penalty: 4781.267578
	Iteration 6Q: 3 clusters Score -1873099 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1873447.000000 Penalty: 4781.267578
	Iteration 7Q: 3 clusters Score -1873447 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1873785.875000 Penalty: 4781.267578
	Iteration 8Q: 3 clusters Score -1873786 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1874116.625000 Penalty: 4781.267578
	Iteration 9Q: 3 clusters Score -1874117 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1874433.750000 Penalty: 4781.267578
	Iteration 10Q: 3 clusters Score -1874434 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1874738.750000 Penalty: 4781.267578
	Iteration 11Q: 3 clusters Score -1874739 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1875008.250000 Penalty: 4781.267578
	Iteration 12Q: 3 clusters Score -1875008 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1875250.875000 Penalty: 4781.267578
	Iteration 13Q: 3 clusters Score -1875251 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1875437.500000 Penalty: 4781.267578
	Iteration 14Q: 3 clusters Score -1875438 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1875585.500000 Penalty: 4781.267578
	Iteration 15Q: 3 clusters Score -1875586 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1875696.750000 Penalty: 4781.267578
	Iteration 16Q: 3 clusters Score -1875697 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1875777.375000 Penalty: 4781.267578
	Iteration 17Q: 3 clusters Score -1875777 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1875845.875000 Penalty: 4781.267578
	Iteration 18Q: 3 clusters Score -1875846 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1875909.125000 Penalty: 4781.267578
	Iteration 19Q: 3 clusters Score -1875909 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1875955.000000 Penalty: 4781.267578
	Iteration 20F: 3 clusters Score -1875955 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1876012.750000 Penalty: 4781.267578
	Iteration 21Q: 3 clusters Score -1876013 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1876062.250000 Penalty: 4781.267578
	Iteration 22Q: 3 clusters Score -1876062 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1876107.375000 Penalty: 4781.267578
	Iteration 23Q: 3 clusters Score -1876107 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1876159.625000 Penalty: 4781.267578
	Iteration 24Q: 3 clusters Score -1876160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1876209.625000 Penalty: 4781.267578
	Iteration 25Q: 3 clusters Score -1876210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1876264.750000 Penalty: 4781.267578
	Iteration 26Q: 3 clusters Score -1876265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1876325.750000 Penalty: 4781.267578
	Iteration 27Q: 3 clusters Score -1876326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1876391.250000 Penalty: 4781.267578
	Iteration 28Q: 3 clusters Score -1876391 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1876452.750000 Penalty: 4781.267578
	Iteration 29Q: 3 clusters Score -1876453 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1876511.250000 Penalty: 4781.267578
	Iteration 30Q: 3 clusters Score -1876511 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1876563.125000 Penalty: 4781.267578
	Iteration 31Q: 3 clusters Score -1876563 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1876608.250000 Penalty: 4781.267578
	Iteration 32Q: 3 clusters Score -1876608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1876644.375000 Penalty: 4781.267578
	Iteration 33Q: 3 clusters Score -1876644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1876666.250000 Penalty: 4781.267578
	Iteration 34Q: 3 clusters Score -1876666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1876688.875000 Penalty: 4781.267578
	Iteration 35Q: 3 clusters Score -1876689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1876706.750000 Penalty: 4781.267578
	Iteration 36Q: 3 clusters Score -1876707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1876718.250000 Penalty: 4781.267578
	Iteration 37Q: 3 clusters Score -1876718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1876730.500000 Penalty: 4781.267578
	Iteration 38Q: 3 clusters Score -1876730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1876736.375000 Penalty: 4781.267578
	Iteration 39Q: 3 clusters Score -1876736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1876744.625000 Penalty: 4781.267578
	Iteration 40F: 3 clusters Score -1876745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1876750.625000 Penalty: 4781.267578
	Iteration 41Q: 3 clusters Score -1876751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1876755.250000 Penalty: 4781.267578
	Iteration 42Q: 3 clusters Score -1876755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1876766.875000 Penalty: 4781.267578
	Iteration 43Q: 3 clusters Score -1876767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1876775.500000 Penalty: 4781.267578
	Iteration 44Q: 3 clusters Score -1876776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1876781.375000 Penalty: 4781.267578
	Iteration 45Q: 3 clusters Score -1876781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1876791.500000 Penalty: 4781.267578
	Iteration 46Q: 3 clusters Score -1876792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1876793.500000 Penalty: 4781.267578
	Iteration 47Q: 3 clusters Score -1876794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1876800.625000 Penalty: 4781.267578
	Iteration 48Q: 3 clusters Score -1876801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1876806.250000 Penalty: 4781.267578
	Iteration 49Q: 3 clusters Score -1876806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1876807.125000 Penalty: 4781.267578
	Iteration 50Q: 3 clusters Score -1876807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1876806.625000 Penalty: 4781.267578
	Iteration 51Q: 3 clusters Score -1876807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1876807.625000 Penalty: 4781.267578
	Iteration 52Q: 3 clusters Score -1876808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1876812.875000 Penalty: 4781.267578
	Iteration 53Q: 3 clusters Score -1876813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1876813.250000 Penalty: 4781.267578
	Iteration 54Q: 3 clusters Score -1876813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1876815.125000 Penalty: 4781.267578
	Iteration 55Q: 3 clusters Score -1876815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1876820.125000 Penalty: 4781.267578
	Iteration 56Q: 3 clusters Score -1876820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1876823.750000 Penalty: 4781.267578
	Iteration 57Q: 3 clusters Score -1876824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1876827.000000 Penalty: 4781.267578
	Iteration 58Q: 3 clusters Score -1876827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1876827.500000 Penalty: 4781.267578
	Iteration 59Q: 3 clusters Score -1876828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1876830.125000 Penalty: 4781.267578
	Iteration 60F: 3 clusters Score -1876830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1876830.750000 Penalty: 4781.267578
	Iteration 61Q: 3 clusters Score -1876831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1876832.375000 Penalty: 4781.267578
	Iteration 62Q: 3 clusters Score -1876832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1876832.000000 Penalty: 4781.267578
	Iteration 63Q: 3 clusters Score -1876832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1876831.625000 Penalty: 4781.267578
	Iteration 64Q: 3 clusters Score -1876832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1876832.500000 Penalty: 4781.267578
	Iteration 65Q: 3 clusters Score -1876832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1876833.000000 Penalty: 4781.267578
	Iteration 66Q: 3 clusters Score -1876833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1876833.000000 Penalty: 4781.267578
	Iteration 67F: 3 clusters Score -1876833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Entering Unmasked Estep 
Score: -6851073.500000 Penalty: 2710.265137
	Iteration 0F: 2 clusters Score -6851074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -6813741.000000 Penalty: 5420.530273
	Iteration 0F: 3 clusters Score -6813741 nChanged 25660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6828120.500000 Penalty: 5420.530273
	Iteration 1F: 3 clusters Score -6828120 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6829241.000000 Penalty: 5420.530273
	Iteration 2Q: 3 clusters Score -6829241 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6830906.000000 Penalty: 5420.530273
	Iteration 3F: 3 clusters Score -6830906 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -6833168.000000 Penalty: 5420.530273
	Iteration 4F: 3 clusters Score -6833168 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -6835934.000000 Penalty: 5420.530273
	Iteration 5F: 3 clusters Score -6835934 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -6838400.000000 Penalty: 5420.530273
	Iteration 6F: 3 clusters Score -6838400 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -6840304.000000 Penalty: 5420.530273
	Iteration 7F: 3 clusters Score -6840304 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6841674.500000 Penalty: 5420.530273
	Iteration 8Q: 3 clusters Score -6841674 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -6842693.000000 Penalty: 5420.530273
	Iteration 9Q: 3 clusters Score -6842693 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -6843565.000000 Penalty: 5420.530273
	Iteration 10Q: 3 clusters Score -6843565 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -6844466.000000 Penalty: 5420.530273
	Iteration 11Q: 3 clusters Score -6844466 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6845308.500000 Penalty: 5420.530273
	Iteration 12Q: 3 clusters Score -6845308 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -6846095.000000 Penalty: 5420.530273
	Iteration 13Q: 3 clusters Score -6846095 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -6846738.000000 Penalty: 5420.530273
	Iteration 14Q: 3 clusters Score -6846738 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -6847341.500000 Penalty: 5420.530273
	Iteration 15Q: 3 clusters Score -6847342 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6847796.000000 Penalty: 5420.530273
	Iteration 16Q: 3 clusters Score -6847796 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6848177.500000 Penalty: 5420.530273
	Iteration 17Q: 3 clusters Score -6848178 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6848442.500000 Penalty: 5420.530273
	Iteration 18Q: 3 clusters Score -6848442 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6848574.500000 Penalty: 5420.530273
	Iteration 19Q: 3 clusters Score -6848574 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6848658.000000 Penalty: 5420.530273
	Iteration 20F: 3 clusters Score -6848658 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6848745.000000 Penalty: 5420.530273
	Iteration 21Q: 3 clusters Score -6848745 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6848784.000000 Penalty: 5420.530273
	Iteration 22Q: 3 clusters Score -6848784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6848834.000000 Penalty: 5420.530273
	Iteration 23Q: 3 clusters Score -6848834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6848857.000000 Penalty: 5420.530273
	Iteration 24Q: 3 clusters Score -6848857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6848857.500000 Penalty: 5420.530273
	Iteration 25Q: 3 clusters Score -6848858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6848886.500000 Penalty: 5420.530273
	Iteration 26Q: 3 clusters Score -6848886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6848910.000000 Penalty: 5420.530273
	Iteration 27Q: 3 clusters Score -6848910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6848918.000000 Penalty: 5420.530273
	Iteration 28Q: 3 clusters Score -6848918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6848930.000000 Penalty: 5420.530273
	Iteration 29Q: 3 clusters Score -6848930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6848938.000000 Penalty: 5420.530273
	Iteration 30Q: 3 clusters Score -6848938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6848954.500000 Penalty: 5420.530273
	Iteration 31Q: 3 clusters Score -6848954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6848953.000000 Penalty: 5420.530273
	Iteration 32Q: 3 clusters Score -6848953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6848966.000000 Penalty: 5420.530273
	Iteration 33Q: 3 clusters Score -6848966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6848986.000000 Penalty: 5420.530273
	Iteration 34Q: 3 clusters Score -6848986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6848975.500000 Penalty: 5420.530273
	Iteration 35Q: 3 clusters Score -6848976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6848988.000000 Penalty: 5420.530273
	Iteration 36Q: 3 clusters Score -6848988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6848997.500000 Penalty: 5420.530273
	Iteration 37Q: 3 clusters Score -6848998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6848996.500000 Penalty: 5420.530273
	Iteration 38Q: 3 clusters Score -6848996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6849005.500000 Penalty: 5420.530273
	Iteration 39Q: 3 clusters Score -6849006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6848999.000000 Penalty: 5420.530273
	Iteration 40F: 3 clusters Score -6848999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6849011.500000 Penalty: 5420.530273
	Iteration 41Q: 3 clusters Score -6849012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6849020.000000 Penalty: 5420.530273
	Iteration 42Q: 3 clusters Score -6849020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6849014.500000 Penalty: 5420.530273
	Iteration 43Q: 3 clusters Score -6849014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6849015.000000 Penalty: 5420.530273
	Iteration 44Q: 3 clusters Score -6849015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6849017.500000 Penalty: 5420.530273
	Iteration 45Q: 3 clusters Score -6849018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6849019.500000 Penalty: 5420.530273
	Iteration 46Q: 3 clusters Score -6849020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6849025.500000 Penalty: 5420.530273
	Iteration 47Q: 3 clusters Score -6849026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6849023.500000 Penalty: 5420.530273
	Iteration 48Q: 3 clusters Score -6849024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6849025.500000 Penalty: 5420.530273
	Iteration 49Q: 3 clusters Score -6849026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6849037.500000 Penalty: 5420.530273
	Iteration 50Q: 3 clusters Score -6849038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6849031.000000 Penalty: 5420.530273
	Iteration 51Q: 3 clusters Score -6849031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6849038.500000 Penalty: 5420.530273
	Iteration 52Q: 3 clusters Score -6849038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6849035.000000 Penalty: 5420.530273
	Iteration 53Q: 3 clusters Score -6849035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6849034.000000 Penalty: 5420.530273
	Iteration 54Q: 3 clusters Score -6849034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6849045.000000 Penalty: 5420.530273
	Iteration 55Q: 3 clusters Score -6849045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6849047.000000 Penalty: 5420.530273
	Iteration 56Q: 3 clusters Score -6849047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6849040.500000 Penalty: 5420.530273
	Iteration 57Q: 3 clusters Score -6849040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6849040.000000 Penalty: 5420.530273
	Iteration 58Q: 3 clusters Score -6849040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6849048.000000 Penalty: 5420.530273
	Iteration 59Q: 3 clusters Score -6849048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6849050.500000 Penalty: 5420.530273
	Iteration 60F: 3 clusters Score -6849050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6849054.500000 Penalty: 5420.530273
	Iteration 61Q: 3 clusters Score -6849054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6849057.000000 Penalty: 5420.530273
	Iteration 62Q: 3 clusters Score -6849057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6849053.000000 Penalty: 5420.530273
	Iteration 63Q: 3 clusters Score -6849053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6849053.000000 Penalty: 5420.530273
	Iteration 64F: 3 clusters Score -6849053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -661303.500000 Penalty: 2134.317627
	Iteration 0F: 2 clusters Score -661303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -656462.875000 Penalty: 4268.635254
	Iteration 0F: 3 clusters Score -656462.9 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -657817.625000 Penalty: 4268.635254
	Iteration 1F: 3 clusters Score -657817.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -658212.250000 Penalty: 4268.635254
	Iteration 2F: 3 clusters Score -658212.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -658494.625000 Penalty: 4268.635254
	Iteration 3F: 3 clusters Score -658494.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -658714.187500 Penalty: 4268.635254
	Iteration 4F: 3 clusters Score -658714.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -658870.687500 Penalty: 4268.635254
	Iteration 5Q: 3 clusters Score -658870.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -658982.562500 Penalty: 4268.635254
	Iteration 6Q: 3 clusters Score -658982.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -659084.062500 Penalty: 4268.635254
	Iteration 7Q: 3 clusters Score -659084.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -659168.625000 Penalty: 4268.635254
	Iteration 8Q: 3 clusters Score -659168.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -659250.875000 Penalty: 4268.635254
	Iteration 9Q: 3 clusters Score -659250.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -659322.812500 Penalty: 4268.635254
	Iteration 10Q: 3 clusters Score -659322.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -659384.250000 Penalty: 4268.635254
	Iteration 11Q: 3 clusters Score -659384.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -659447.250000 Penalty: 4268.635254
	Iteration 12Q: 3 clusters Score -659447.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -659505.312500 Penalty: 4268.635254
	Iteration 13Q: 3 clusters Score -659505.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -659551.187500 Penalty: 4268.635254
	Iteration 14Q: 3 clusters Score -659551.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -659588.875000 Penalty: 4268.635254
	Iteration 15Q: 3 clusters Score -659588.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -659622.750000 Penalty: 4268.635254
	Iteration 16Q: 3 clusters Score -659622.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -659649.875000 Penalty: 4268.635254
	Iteration 17Q: 3 clusters Score -659649.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -659675.312500 Penalty: 4268.635254
	Iteration 18Q: 3 clusters Score -659675.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -659703.437500 Penalty: 4268.635254
	Iteration 19Q: 3 clusters Score -659703.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -659728.375000 Penalty: 4268.635254
	Iteration 20F: 3 clusters Score -659728.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -659739.937500 Penalty: 4268.635254
	Iteration 21Q: 3 clusters Score -659739.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -659758.875000 Penalty: 4268.635254
	Iteration 22Q: 3 clusters Score -659758.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -659774.562500 Penalty: 4268.635254
	Iteration 23Q: 3 clusters Score -659774.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -659791.750000 Penalty: 4268.635254
	Iteration 24Q: 3 clusters Score -659791.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -659804.437500 Penalty: 4268.635254
	Iteration 25Q: 3 clusters Score -659804.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -659822.812500 Penalty: 4268.635254
	Iteration 26Q: 3 clusters Score -659822.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -659851.250000 Penalty: 4268.635254
	Iteration 27Q: 3 clusters Score -659851.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -659884.312500 Penalty: 4268.635254
	Iteration 28Q: 3 clusters Score -659884.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -659906.937500 Penalty: 4268.635254
	Iteration 29Q: 3 clusters Score -659906.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -659925.875000 Penalty: 4268.635254
	Iteration 30Q: 3 clusters Score -659925.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -659938.125000 Penalty: 4268.635254
	Iteration 31Q: 3 clusters Score -659938.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -659949.500000 Penalty: 4268.635254
	Iteration 32Q: 3 clusters Score -659949.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -659957.000000 Penalty: 4268.635254
	Iteration 33Q: 3 clusters Score -659957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -659961.937500 Penalty: 4268.635254
	Iteration 34Q: 3 clusters Score -659961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -659962.937500 Penalty: 4268.635254
	Iteration 35Q: 3 clusters Score -659962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -659965.500000 Penalty: 4268.635254
	Iteration 36Q: 3 clusters Score -659965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -659964.687500 Penalty: 4268.635254
	Iteration 37Q: 3 clusters Score -659964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -659967.062500 Penalty: 4268.635254
	Iteration 38Q: 3 clusters Score -659967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -659968.562500 Penalty: 4268.635254
	Iteration 39Q: 3 clusters Score -659968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -659969.625000 Penalty: 4268.635254
	Iteration 40F: 3 clusters Score -659969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -659970.187500 Penalty: 4268.635254
	Iteration 41Q: 3 clusters Score -659970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -659970.312500 Penalty: 4268.635254
	Iteration 42Q: 3 clusters Score -659970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -659970.312500 Penalty: 4268.635254
	Iteration 43F: 3 clusters Score -659970.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (170156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Entering Unmasked Estep 
Score: -20721152.000000 Penalty: 2987.028809
	Iteration 0F: 2 clusters Score -2.072115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -20609018.000000 Penalty: 5974.057617
	Iteration 0F: 3 clusters Score -2.060902e+07 nChanged 81454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -20655886.000000 Penalty: 5974.057617
	Iteration 1F: 3 clusters Score -2.065589e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -20657374.000000 Penalty: 5974.057617
	Iteration 2Q: 3 clusters Score -2.065737e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -20659316.000000 Penalty: 5974.057617
	Iteration 3Q: 3 clusters Score -2.065932e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -20661982.000000 Penalty: 5974.057617
	Iteration 4Q: 3 clusters Score -2.066198e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -20665864.000000 Penalty: 5974.057617
	Iteration 5F: 3 clusters Score -2.066586e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -20670754.000000 Penalty: 5974.057617
	Iteration 6F: 3 clusters Score -2.067075e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -20676270.000000 Penalty: 5974.057617
	Iteration 7F: 3 clusters Score -2.067627e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -20681562.000000 Penalty: 5974.057617
	Iteration 8F: 3 clusters Score -2.068156e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -20685940.000000 Penalty: 5974.057617
	Iteration 9F: 3 clusters Score -2.068594e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -20689412.000000 Penalty: 5974.057617
	Iteration 10Q: 3 clusters Score -2.068941e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -20692386.000000 Penalty: 5974.057617
	Iteration 11Q: 3 clusters Score -2.069239e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128398 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -20695358.000000 Penalty: 5974.057617
	Iteration 12Q: 3 clusters Score -2.069536e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134566 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -20698404.000000 Penalty: 5974.057617
	Iteration 13Q: 3 clusters Score -2.06984e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -20702072.000000 Penalty: 5974.057617
	Iteration 14Q: 3 clusters Score -2.070207e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147285 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -20705784.000000 Penalty: 5974.057617
	Iteration 15Q: 3 clusters Score -2.070578e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -20709014.000000 Penalty: 5974.057617
	Iteration 16Q: 3 clusters Score -2.070901e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -20711802.000000 Penalty: 5974.057617
	Iteration 17Q: 3 clusters Score -2.07118e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -20713908.000000 Penalty: 5974.057617
	Iteration 18Q: 3 clusters Score -2.071391e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -20715602.000000 Penalty: 5974.057617
	Iteration 19Q: 3 clusters Score -2.07156e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165746 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -20716714.000000 Penalty: 5974.057617
	Iteration 20F: 3 clusters Score -2.071671e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166925 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -20717382.000000 Penalty: 5974.057617
	Iteration 21Q: 3 clusters Score -2.071738e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167658 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20717760.000000 Penalty: 5974.057617
	Iteration 22Q: 3 clusters Score -2.071776e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -20718112.000000 Penalty: 5974.057617
	Iteration 23Q: 3 clusters Score -2.071811e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168451 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -20718280.000000 Penalty: 5974.057617
	Iteration 24Q: 3 clusters Score -2.071828e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20718418.000000 Penalty: 5974.057617
	Iteration 25Q: 3 clusters Score -2.071842e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -20718512.000000 Penalty: 5974.057617
	Iteration 26Q: 3 clusters Score -2.071851e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20718612.000000 Penalty: 5974.057617
	Iteration 27Q: 3 clusters Score -2.071861e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20718660.000000 Penalty: 5974.057617
	Iteration 28Q: 3 clusters Score -2.071866e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20718692.000000 Penalty: 5974.057617
	Iteration 29Q: 3 clusters Score -2.071869e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20718704.000000 Penalty: 5974.057617
	Iteration 30Q: 3 clusters Score -2.07187e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20718720.000000 Penalty: 5974.057617
	Iteration 31Q: 3 clusters Score -2.071872e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169014 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20718750.000000 Penalty: 5974.057617
	Iteration 32Q: 3 clusters Score -2.071875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169036 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20718766.000000 Penalty: 5974.057617
	Iteration 33Q: 3 clusters Score -2.071877e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20718784.000000 Penalty: 5974.057617
	Iteration 34Q: 3 clusters Score -2.071878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -20718814.000000 Penalty: 5974.057617
	Iteration 35Q: 3 clusters Score -2.071881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20718838.000000 Penalty: 5974.057617
	Iteration 36Q: 3 clusters Score -2.071884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169083 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20718860.000000 Penalty: 5974.057617
	Iteration 37Q: 3 clusters Score -2.071886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169093 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -20718858.000000 Penalty: 5974.057617
	Iteration 38Q: 3 clusters Score -2.071886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169103 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -20718864.000000 Penalty: 5974.057617
	Iteration 39Q: 3 clusters Score -2.071886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169115 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20718884.000000 Penalty: 5974.057617
	Iteration 40F: 3 clusters Score -2.071888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20718906.000000 Penalty: 5974.057617
	Iteration 41Q: 3 clusters Score -2.071891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169136 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20718904.000000 Penalty: 5974.057617
	Iteration 42Q: 3 clusters Score -2.07189e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169152 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20718926.000000 Penalty: 5974.057617
	Iteration 43Q: 3 clusters Score -2.071893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20718936.000000 Penalty: 5974.057617
	Iteration 44Q: 3 clusters Score -2.071894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20718962.000000 Penalty: 5974.057617
	Iteration 45Q: 3 clusters Score -2.071896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20718966.000000 Penalty: 5974.057617
	Iteration 46Q: 3 clusters Score -2.071897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20718958.000000 Penalty: 5974.057617
	Iteration 47Q: 3 clusters Score -2.071896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20718938.000000 Penalty: 5974.057617
	Iteration 48Q: 3 clusters Score -2.071894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20718946.000000 Penalty: 5974.057617
	Iteration 49Q: 3 clusters Score -2.071895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169189 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -20718972.000000 Penalty: 5974.057617
	Iteration 50Q: 3 clusters Score -2.071897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20718982.000000 Penalty: 5974.057617
	Iteration 51Q: 3 clusters Score -2.071898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20718988.000000 Penalty: 5974.057617
	Iteration 52Q: 3 clusters Score -2.071899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20719004.000000 Penalty: 5974.057617
	Iteration 53Q: 3 clusters Score -2.0719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20718994.000000 Penalty: 5974.057617
	Iteration 54Q: 3 clusters Score -2.071899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20718994.000000 Penalty: 5974.057617
	Iteration 55F: 3 clusters Score -2.071899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -32291.617188 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -32291.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31003.269531 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -31003.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31183.839844 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -31183.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31339.820312 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -31339.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31420.968750 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -31420.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31562.621094 Penalty: 2912.570557
	Iteration 4F: 3 clusters Score -31562.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31842.275391 Penalty: 2912.570557
	Iteration 5F: 3 clusters Score -31842.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32051.130859 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -32051.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32144.761719 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -32144.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32212.710938 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -32212.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32258.210938 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -32258.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32370.683594 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -32370.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32506.515625 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -32506.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32571.943359 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -32571.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32596.843750 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -32596.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32631.607422 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -32631.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32658.914062 Penalty: 2912.570557
	Iteration 15Q: 3 clusters Score -32658.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32722.179688 Penalty: 2912.570557
	Iteration 16Q: 3 clusters Score -32722.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32722.179688 Penalty: 2912.570557
	Iteration 17F: 3 clusters Score -32722.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 45268 members 
Mstep: Class 4 contains 181463 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 20082 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 11642 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 55742 members 
Mstep: Class 11 contains 5465 members 
Mstep: Class 12 contains 170156 members 
Mstep: Class 13 contains 153 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 8871 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 17320 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178298 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33689 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173617 members 
Entering Unmasked Estep 
Score: -124249952.000000 Penalty: 99613.000000
Splitting cluster 13 changes total score from -124251528.000000 to -124249952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -623554.625000 Penalty: 2119.015869
	Iteration 0F: 2 clusters Score -623554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -618970.437500 Penalty: 4238.031738
	Iteration 0F: 3 clusters Score -618970.4 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -620045.375000 Penalty: 4238.031738
	Iteration 1F: 3 clusters Score -620045.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -620256.562500 Penalty: 4238.031738
	Iteration 2F: 3 clusters Score -620256.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -620407.312500 Penalty: 4238.031738
	Iteration 3F: 3 clusters Score -620407.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -620508.687500 Penalty: 4238.031738
	Iteration 4Q: 3 clusters Score -620508.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -620593.125000 Penalty: 4238.031738
	Iteration 5Q: 3 clusters Score -620593.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -620662.187500 Penalty: 4238.031738
	Iteration 6Q: 3 clusters Score -620662.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -620721.437500 Penalty: 4238.031738
	Iteration 7Q: 3 clusters Score -620721.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -620767.375000 Penalty: 4238.031738
	Iteration 8Q: 3 clusters Score -620767.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -620811.125000 Penalty: 4238.031738
	Iteration 9Q: 3 clusters Score -620811.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -620867.312500 Penalty: 4238.031738
	Iteration 10Q: 3 clusters Score -620867.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -620919.187500 Penalty: 4238.031738
	Iteration 11Q: 3 clusters Score -620919.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -620972.187500 Penalty: 4238.031738
	Iteration 12Q: 3 clusters Score -620972.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -621031.812500 Penalty: 4238.031738
	Iteration 13Q: 3 clusters Score -621031.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -621074.875000 Penalty: 4238.031738
	Iteration 14Q: 3 clusters Score -621074.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -621109.687500 Penalty: 4238.031738
	Iteration 15Q: 3 clusters Score -621109.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -621149.437500 Penalty: 4238.031738
	Iteration 16Q: 3 clusters Score -621149.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -621204.125000 Penalty: 4238.031738
	Iteration 17Q: 3 clusters Score -621204.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -621256.062500 Penalty: 4238.031738
	Iteration 18Q: 3 clusters Score -621256.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -621318.312500 Penalty: 4238.031738
	Iteration 19Q: 3 clusters Score -621318.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -621379.187500 Penalty: 4238.031738
	Iteration 20F: 3 clusters Score -621379.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -621453.437500 Penalty: 4238.031738
	Iteration 21Q: 3 clusters Score -621453.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -621546.937500 Penalty: 4238.031738
	Iteration 22Q: 3 clusters Score -621546.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -621654.250000 Penalty: 4238.031738
	Iteration 23Q: 3 clusters Score -621654.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -621739.125000 Penalty: 4238.031738
	Iteration 24Q: 3 clusters Score -621739.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -621808.250000 Penalty: 4238.031738
	Iteration 25Q: 3 clusters Score -621808.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -621864.312500 Penalty: 4238.031738
	Iteration 26Q: 3 clusters Score -621864.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -621905.875000 Penalty: 4238.031738
	Iteration 27Q: 3 clusters Score -621905.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -621931.687500 Penalty: 4238.031738
	Iteration 28Q: 3 clusters Score -621931.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -621954.062500 Penalty: 4238.031738
	Iteration 29Q: 3 clusters Score -621954.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -621978.937500 Penalty: 4238.031738
	Iteration 30Q: 3 clusters Score -621978.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -621999.562500 Penalty: 4238.031738
	Iteration 31Q: 3 clusters Score -621999.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -622015.750000 Penalty: 4238.031738
	Iteration 32Q: 3 clusters Score -622015.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -622031.187500 Penalty: 4238.031738
	Iteration 33Q: 3 clusters Score -622031.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -622044.500000 Penalty: 4238.031738
	Iteration 34Q: 3 clusters Score -622044.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -622056.750000 Penalty: 4238.031738
	Iteration 35Q: 3 clusters Score -622056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -622063.375000 Penalty: 4238.031738
	Iteration 36Q: 3 clusters Score -622063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -622065.312500 Penalty: 4238.031738
	Iteration 37Q: 3 clusters Score -622065.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -622071.312500 Penalty: 4238.031738
	Iteration 38Q: 3 clusters Score -622071.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -622075.375000 Penalty: 4238.031738
	Iteration 39Q: 3 clusters Score -622075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -622074.875000 Penalty: 4238.031738
	Iteration 40F: 3 clusters Score -622074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -622074.875000 Penalty: 4238.031738
	Iteration 41Q: 3 clusters Score -622074.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -622074.875000 Penalty: 4238.031738
	Iteration 42F: 3 clusters Score -622074.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Entering Unmasked Estep 
Score: -1067615.625000 Penalty: 2254.454590
	Iteration 0F: 2 clusters Score -1067616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1060724.375000 Penalty: 4508.909180
	Iteration 0F: 3 clusters Score -1060724 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1062675.500000 Penalty: 4508.909180
	Iteration 1F: 3 clusters Score -1062676 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1062968.500000 Penalty: 4508.909180
	Iteration 2F: 3 clusters Score -1062968 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1063178.500000 Penalty: 4508.909180
	Iteration 3Q: 3 clusters Score -1063178 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1063325.875000 Penalty: 4508.909180
	Iteration 4Q: 3 clusters Score -1063326 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1063436.500000 Penalty: 4508.909180
	Iteration 5Q: 3 clusters Score -1063436 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1063529.625000 Penalty: 4508.909180
	Iteration 6Q: 3 clusters Score -1063530 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1063606.000000 Penalty: 4508.909180
	Iteration 7Q: 3 clusters Score -1063606 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1063674.625000 Penalty: 4508.909180
	Iteration 8Q: 3 clusters Score -1063675 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1063752.125000 Penalty: 4508.909180
	Iteration 9Q: 3 clusters Score -1063752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1063825.750000 Penalty: 4508.909180
	Iteration 10Q: 3 clusters Score -1063826 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1063903.250000 Penalty: 4508.909180
	Iteration 11Q: 3 clusters Score -1063903 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1063991.375000 Penalty: 4508.909180
	Iteration 12Q: 3 clusters Score -1063991 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1064093.250000 Penalty: 4508.909180
	Iteration 13Q: 3 clusters Score -1064093 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1064215.750000 Penalty: 4508.909180
	Iteration 14Q: 3 clusters Score -1064216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1064335.875000 Penalty: 4508.909180
	Iteration 15Q: 3 clusters Score -1064336 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1064471.750000 Penalty: 4508.909180
	Iteration 16Q: 3 clusters Score -1064472 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1064615.375000 Penalty: 4508.909180
	Iteration 17Q: 3 clusters Score -1064615 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1064761.875000 Penalty: 4508.909180
	Iteration 18Q: 3 clusters Score -1064762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1064912.125000 Penalty: 4508.909180
	Iteration 19Q: 3 clusters Score -1064912 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1065074.500000 Penalty: 4508.909180
	Iteration 20F: 3 clusters Score -1065074 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1065286.500000 Penalty: 4508.909180
	Iteration 21Q: 3 clusters Score -1065286 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1065518.875000 Penalty: 4508.909180
	Iteration 22Q: 3 clusters Score -1065519 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1065798.625000 Penalty: 4508.909180
	Iteration 23Q: 3 clusters Score -1065799 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1066137.500000 Penalty: 4508.909180
	Iteration 24Q: 3 clusters Score -1066138 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1066459.000000 Penalty: 4508.909180
	Iteration 25Q: 3 clusters Score -1066459 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1066697.750000 Penalty: 4508.909180
	Iteration 26Q: 3 clusters Score -1066698 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1066830.000000 Penalty: 4508.909180
	Iteration 27Q: 3 clusters Score -1066830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1066904.750000 Penalty: 4508.909180
	Iteration 28Q: 3 clusters Score -1066905 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1066952.250000 Penalty: 4508.909180
	Iteration 29Q: 3 clusters Score -1066952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1066982.875000 Penalty: 4508.909180
	Iteration 30Q: 3 clusters Score -1066983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1067006.250000 Penalty: 4508.909180
	Iteration 31Q: 3 clusters Score -1067006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1067020.250000 Penalty: 4508.909180
	Iteration 32Q: 3 clusters Score -1067020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1067031.625000 Penalty: 4508.909180
	Iteration 33Q: 3 clusters Score -1067032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1067040.250000 Penalty: 4508.909180
	Iteration 34Q: 3 clusters Score -1067040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1067038.250000 Penalty: 4508.909180
	Iteration 35Q: 3 clusters Score -1067038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1067041.625000 Penalty: 4508.909180
	Iteration 36Q: 3 clusters Score -1067042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1067045.125000 Penalty: 4508.909180
	Iteration 37Q: 3 clusters Score -1067045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1067044.500000 Penalty: 4508.909180
	Iteration 38Q: 3 clusters Score -1067044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1067046.500000 Penalty: 4508.909180
	Iteration 39Q: 3 clusters Score -1067046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1067046.125000 Penalty: 4508.909180
	Iteration 40F: 3 clusters Score -1067046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1067048.125000 Penalty: 4508.909180
	Iteration 41Q: 3 clusters Score -1067048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1067048.375000 Penalty: 4508.909180
	Iteration 42Q: 3 clusters Score -1067048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1067047.125000 Penalty: 4508.909180
	Iteration 43Q: 3 clusters Score -1067047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1067047.125000 Penalty: 4508.909180
	Iteration 44F: 3 clusters Score -1067047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Entering Unmasked Estep 
Score: -1731720.875000 Penalty: 2375.558594
	Iteration 0F: 2 clusters Score -1731721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1721210.250000 Penalty: 4751.117188
	Iteration 0F: 3 clusters Score -1721210 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1724579.625000 Penalty: 4751.117188
	Iteration 1F: 3 clusters Score -1724580 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1724980.750000 Penalty: 4751.117188
	Iteration 2F: 3 clusters Score -1724981 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1725322.250000 Penalty: 4751.117188
	Iteration 3F: 3 clusters Score -1725322 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1725626.750000 Penalty: 4751.117188
	Iteration 4Q: 3 clusters Score -1725627 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1725893.125000 Penalty: 4751.117188
	Iteration 5Q: 3 clusters Score -1725893 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1726117.500000 Penalty: 4751.117188
	Iteration 6Q: 3 clusters Score -1726118 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1726340.375000 Penalty: 4751.117188
	Iteration 7Q: 3 clusters Score -1726340 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1726574.125000 Penalty: 4751.117188
	Iteration 8Q: 3 clusters Score -1726574 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1726840.625000 Penalty: 4751.117188
	Iteration 9Q: 3 clusters Score -1726841 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1727131.750000 Penalty: 4751.117188
	Iteration 10Q: 3 clusters Score -1727132 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1727382.625000 Penalty: 4751.117188
	Iteration 11Q: 3 clusters Score -1727383 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1727643.125000 Penalty: 4751.117188
	Iteration 12Q: 3 clusters Score -1727643 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1727932.750000 Penalty: 4751.117188
	Iteration 13Q: 3 clusters Score -1727933 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1728281.625000 Penalty: 4751.117188
	Iteration 14Q: 3 clusters Score -1728282 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1728662.750000 Penalty: 4751.117188
	Iteration 15Q: 3 clusters Score -1728663 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1729013.500000 Penalty: 4751.117188
	Iteration 16Q: 3 clusters Score -1729014 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1729259.000000 Penalty: 4751.117188
	Iteration 17Q: 3 clusters Score -1729259 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1729452.750000 Penalty: 4751.117188
	Iteration 18Q: 3 clusters Score -1729453 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1729569.875000 Penalty: 4751.117188
	Iteration 19Q: 3 clusters Score -1729570 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1729642.875000 Penalty: 4751.117188
	Iteration 20F: 3 clusters Score -1729643 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1729703.750000 Penalty: 4751.117188
	Iteration 21Q: 3 clusters Score -1729704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1729763.750000 Penalty: 4751.117188
	Iteration 22Q: 3 clusters Score -1729764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1729802.625000 Penalty: 4751.117188
	Iteration 23Q: 3 clusters Score -1729803 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1729835.250000 Penalty: 4751.117188
	Iteration 24Q: 3 clusters Score -1729835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1729853.875000 Penalty: 4751.117188
	Iteration 25Q: 3 clusters Score -1729854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1729876.625000 Penalty: 4751.117188
	Iteration 26Q: 3 clusters Score -1729877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1729889.625000 Penalty: 4751.117188
	Iteration 27Q: 3 clusters Score -1729890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1729904.500000 Penalty: 4751.117188
	Iteration 28Q: 3 clusters Score -1729904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1729919.875000 Penalty: 4751.117188
	Iteration 29Q: 3 clusters Score -1729920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1729933.125000 Penalty: 4751.117188
	Iteration 30Q: 3 clusters Score -1729933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1729946.625000 Penalty: 4751.117188
	Iteration 31Q: 3 clusters Score -1729947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1729957.750000 Penalty: 4751.117188
	Iteration 32Q: 3 clusters Score -1729958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1729968.500000 Penalty: 4751.117188
	Iteration 33Q: 3 clusters Score -1729968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1729975.000000 Penalty: 4751.117188
	Iteration 34Q: 3 clusters Score -1729975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1729985.750000 Penalty: 4751.117188
	Iteration 35Q: 3 clusters Score -1729986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1729988.250000 Penalty: 4751.117188
	Iteration 36Q: 3 clusters Score -1729988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1729995.000000 Penalty: 4751.117188
	Iteration 37Q: 3 clusters Score -1729995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1730005.750000 Penalty: 4751.117188
	Iteration 38Q: 3 clusters Score -1730006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1730015.000000 Penalty: 4751.117188
	Iteration 39Q: 3 clusters Score -1730015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1730019.750000 Penalty: 4751.117188
	Iteration 40F: 3 clusters Score -1730020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1730020.750000 Penalty: 4751.117188
	Iteration 41Q: 3 clusters Score -1730021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1730028.875000 Penalty: 4751.117188
	Iteration 42Q: 3 clusters Score -1730029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1730028.750000 Penalty: 4751.117188
	Iteration 43Q: 3 clusters Score -1730029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1730032.000000 Penalty: 4751.117188
	Iteration 44Q: 3 clusters Score -1730032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1730037.000000 Penalty: 4751.117188
	Iteration 45Q: 3 clusters Score -1730037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1730042.500000 Penalty: 4751.117188
	Iteration 46Q: 3 clusters Score -1730042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1730045.375000 Penalty: 4751.117188
	Iteration 47Q: 3 clusters Score -1730045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1730050.750000 Penalty: 4751.117188
	Iteration 48Q: 3 clusters Score -1730051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1730055.125000 Penalty: 4751.117188
	Iteration 49Q: 3 clusters Score -1730055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1730057.125000 Penalty: 4751.117188
	Iteration 50Q: 3 clusters Score -1730057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1730055.500000 Penalty: 4751.117188
	Iteration 51Q: 3 clusters Score -1730056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1730060.125000 Penalty: 4751.117188
	Iteration 52Q: 3 clusters Score -1730060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1730058.750000 Penalty: 4751.117188
	Iteration 53Q: 3 clusters Score -1730059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1730059.500000 Penalty: 4751.117188
	Iteration 54Q: 3 clusters Score -1730060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1730061.125000 Penalty: 4751.117188
	Iteration 55Q: 3 clusters Score -1730061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1730063.250000 Penalty: 4751.117188
	Iteration 56Q: 3 clusters Score -1730063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1730059.875000 Penalty: 4751.117188
	Iteration 57Q: 3 clusters Score -1730060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1730061.500000 Penalty: 4751.117188
	Iteration 58Q: 3 clusters Score -1730062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1730060.875000 Penalty: 4751.117188
	Iteration 59Q: 3 clusters Score -1730061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1730059.750000 Penalty: 4751.117188
	Iteration 60F: 3 clusters Score -1730060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Entering Unmasked Estep 
Score: -2066988.625000 Penalty: 2420.385010
	Iteration 0F: 2 clusters Score -2066989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2054624.875000 Penalty: 4840.770020
	Iteration 0F: 3 clusters Score -2054625 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2058876.125000 Penalty: 4840.770020
	Iteration 1F: 3 clusters Score -2058876 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2059528.875000 Penalty: 4840.770020
	Iteration 2F: 3 clusters Score -2059529 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2060213.875000 Penalty: 4840.770020
	Iteration 3F: 3 clusters Score -2060214 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2060914.625000 Penalty: 4840.770020
	Iteration 4F: 3 clusters Score -2060915 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2061491.750000 Penalty: 4840.770020
	Iteration 5F: 3 clusters Score -2061492 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2061972.750000 Penalty: 4840.770020
	Iteration 6F: 3 clusters Score -2061973 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2062372.875000 Penalty: 4840.770020
	Iteration 7Q: 3 clusters Score -2062373 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2062653.250000 Penalty: 4840.770020
	Iteration 8Q: 3 clusters Score -2062653 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2062863.500000 Penalty: 4840.770020
	Iteration 9Q: 3 clusters Score -2062864 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2063038.750000 Penalty: 4840.770020
	Iteration 10Q: 3 clusters Score -2063039 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2063154.875000 Penalty: 4840.770020
	Iteration 11Q: 3 clusters Score -2063155 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2063248.000000 Penalty: 4840.770020
	Iteration 12Q: 3 clusters Score -2063248 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2063330.500000 Penalty: 4840.770020
	Iteration 13Q: 3 clusters Score -2063330 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2063398.625000 Penalty: 4840.770020
	Iteration 14Q: 3 clusters Score -2063399 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2063465.250000 Penalty: 4840.770020
	Iteration 15Q: 3 clusters Score -2063465 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2063518.375000 Penalty: 4840.770020
	Iteration 16Q: 3 clusters Score -2063518 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2063588.375000 Penalty: 4840.770020
	Iteration 17Q: 3 clusters Score -2063588 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2063656.625000 Penalty: 4840.770020
	Iteration 18Q: 3 clusters Score -2063657 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2063720.125000 Penalty: 4840.770020
	Iteration 19Q: 3 clusters Score -2063720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2063806.125000 Penalty: 4840.770020
	Iteration 20F: 3 clusters Score -2063806 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2063902.750000 Penalty: 4840.770020
	Iteration 21Q: 3 clusters Score -2063903 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2064013.750000 Penalty: 4840.770020
	Iteration 22Q: 3 clusters Score -2064014 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2064154.500000 Penalty: 4840.770020
	Iteration 23Q: 3 clusters Score -2064154 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2064302.375000 Penalty: 4840.770020
	Iteration 24Q: 3 clusters Score -2064302 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2064456.125000 Penalty: 4840.770020
	Iteration 25Q: 3 clusters Score -2064456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2064581.250000 Penalty: 4840.770020
	Iteration 26Q: 3 clusters Score -2064581 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2064704.875000 Penalty: 4840.770020
	Iteration 27Q: 3 clusters Score -2064705 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2064796.625000 Penalty: 4840.770020
	Iteration 28Q: 3 clusters Score -2064797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2064858.375000 Penalty: 4840.770020
	Iteration 29Q: 3 clusters Score -2064858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2064915.500000 Penalty: 4840.770020
	Iteration 30Q: 3 clusters Score -2064916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2064976.250000 Penalty: 4840.770020
	Iteration 31Q: 3 clusters Score -2064976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2065031.875000 Penalty: 4840.770020
	Iteration 32Q: 3 clusters Score -2065032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2065098.250000 Penalty: 4840.770020
	Iteration 33Q: 3 clusters Score -2065098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2065167.125000 Penalty: 4840.770020
	Iteration 34Q: 3 clusters Score -2065167 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2065235.875000 Penalty: 4840.770020
	Iteration 35Q: 3 clusters Score -2065236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2065292.250000 Penalty: 4840.770020
	Iteration 36Q: 3 clusters Score -2065292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2065337.500000 Penalty: 4840.770020
	Iteration 37Q: 3 clusters Score -2065338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2065376.000000 Penalty: 4840.770020
	Iteration 38Q: 3 clusters Score -2065376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2065411.125000 Penalty: 4840.770020
	Iteration 39Q: 3 clusters Score -2065411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2065445.500000 Penalty: 4840.770020
	Iteration 40F: 3 clusters Score -2065446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2065473.625000 Penalty: 4840.770020
	Iteration 41Q: 3 clusters Score -2065474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2065492.625000 Penalty: 4840.770020
	Iteration 42Q: 3 clusters Score -2065493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2065512.750000 Penalty: 4840.770020
	Iteration 43Q: 3 clusters Score -2065513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2065523.625000 Penalty: 4840.770020
	Iteration 44Q: 3 clusters Score -2065524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2065537.125000 Penalty: 4840.770020
	Iteration 45Q: 3 clusters Score -2065537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2065543.625000 Penalty: 4840.770020
	Iteration 46Q: 3 clusters Score -2065544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2065553.625000 Penalty: 4840.770020
	Iteration 47Q: 3 clusters Score -2065554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2065556.375000 Penalty: 4840.770020
	Iteration 48Q: 3 clusters Score -2065556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2065573.625000 Penalty: 4840.770020
	Iteration 49Q: 3 clusters Score -2065574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2065578.750000 Penalty: 4840.770020
	Iteration 50Q: 3 clusters Score -2065579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2065585.000000 Penalty: 4840.770020
	Iteration 51Q: 3 clusters Score -2065585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2065590.625000 Penalty: 4840.770020
	Iteration 52Q: 3 clusters Score -2065591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2065589.375000 Penalty: 4840.770020
	Iteration 53Q: 3 clusters Score -2065589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2065595.000000 Penalty: 4840.770020
	Iteration 54Q: 3 clusters Score -2065595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2065603.375000 Penalty: 4840.770020
	Iteration 55Q: 3 clusters Score -2065603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2065608.250000 Penalty: 4840.770020
	Iteration 56Q: 3 clusters Score -2065608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2065610.250000 Penalty: 4840.770020
	Iteration 57Q: 3 clusters Score -2065610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2065611.750000 Penalty: 4840.770020
	Iteration 58Q: 3 clusters Score -2065612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2065616.125000 Penalty: 4840.770020
	Iteration 59Q: 3 clusters Score -2065616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2065628.500000 Penalty: 4840.770020
	Iteration 60F: 3 clusters Score -2065628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2065631.875000 Penalty: 4840.770020
	Iteration 61Q: 3 clusters Score -2065632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2065637.500000 Penalty: 4840.770020
	Iteration 62Q: 3 clusters Score -2065638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2065644.375000 Penalty: 4840.770020
	Iteration 63Q: 3 clusters Score -2065644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2065650.125000 Penalty: 4840.770020
	Iteration 64Q: 3 clusters Score -2065650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2065660.500000 Penalty: 4840.770020
	Iteration 65Q: 3 clusters Score -2065660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2065662.625000 Penalty: 4840.770020
	Iteration 66Q: 3 clusters Score -2065663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2065671.250000 Penalty: 4840.770020
	Iteration 67Q: 3 clusters Score -2065671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2065674.875000 Penalty: 4840.770020
	Iteration 68Q: 3 clusters Score -2065675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2065680.250000 Penalty: 4840.770020
	Iteration 69Q: 3 clusters Score -2065680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2065681.500000 Penalty: 4840.770020
	Iteration 70Q: 3 clusters Score -2065682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2065683.000000 Penalty: 4840.770020
	Iteration 71Q: 3 clusters Score -2065683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2065683.750000 Penalty: 4840.770020
	Iteration 72Q: 3 clusters Score -2065684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2065687.375000 Penalty: 4840.770020
	Iteration 73Q: 3 clusters Score -2065687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2065687.000000 Penalty: 4840.770020
	Iteration 74Q: 3 clusters Score -2065687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2065687.000000 Penalty: 4840.770020
	Iteration 75Q: 3 clusters Score -2065687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2065688.125000 Penalty: 4840.770020
	Iteration 76Q: 3 clusters Score -2065688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2065685.875000 Penalty: 4840.770020
	Iteration 77Q: 3 clusters Score -2065686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2065685.875000 Penalty: 4840.770020
	Iteration 78F: 3 clusters Score -2065686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -402894.062500 Penalty: 2024.020996
	Iteration 0F: 2 clusters Score -402894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -399357.218750 Penalty: 4048.041992
	Iteration 0F: 3 clusters Score -399357.2 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -400104.437500 Penalty: 4048.041992
	Iteration 1F: 3 clusters Score -400104.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -400271.562500 Penalty: 4048.041992
	Iteration 2F: 3 clusters Score -400271.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -400373.750000 Penalty: 4048.041992
	Iteration 3Q: 3 clusters Score -400373.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -400433.500000 Penalty: 4048.041992
	Iteration 4Q: 3 clusters Score -400433.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400475.375000 Penalty: 4048.041992
	Iteration 5Q: 3 clusters Score -400475.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -400506.843750 Penalty: 4048.041992
	Iteration 6Q: 3 clusters Score -400506.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400535.500000 Penalty: 4048.041992
	Iteration 7Q: 3 clusters Score -400535.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -400559.281250 Penalty: 4048.041992
	Iteration 8Q: 3 clusters Score -400559.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -400576.281250 Penalty: 4048.041992
	Iteration 9Q: 3 clusters Score -400576.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -400593.750000 Penalty: 4048.041992
	Iteration 10Q: 3 clusters Score -400593.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -400616.531250 Penalty: 4048.041992
	Iteration 11Q: 3 clusters Score -400616.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -400640.250000 Penalty: 4048.041992
	Iteration 12Q: 3 clusters Score -400640.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -400664.937500 Penalty: 4048.041992
	Iteration 13Q: 3 clusters Score -400664.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -400681.968750 Penalty: 4048.041992
	Iteration 14Q: 3 clusters Score -400682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -400698.375000 Penalty: 4048.041992
	Iteration 15Q: 3 clusters Score -400698.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -400709.781250 Penalty: 4048.041992
	Iteration 16Q: 3 clusters Score -400709.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -400720.281250 Penalty: 4048.041992
	Iteration 17Q: 3 clusters Score -400720.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -400725.812500 Penalty: 4048.041992
	Iteration 18Q: 3 clusters Score -400725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -400730.156250 Penalty: 4048.041992
	Iteration 19Q: 3 clusters Score -400730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400732.875000 Penalty: 4048.041992
	Iteration 20F: 3 clusters Score -400732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -400733.281250 Penalty: 4048.041992
	Iteration 21Q: 3 clusters Score -400733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -400735.562500 Penalty: 4048.041992
	Iteration 22Q: 3 clusters Score -400735.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -400740.843750 Penalty: 4048.041992
	Iteration 23Q: 3 clusters Score -400740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -400745.125000 Penalty: 4048.041992
	Iteration 24Q: 3 clusters Score -400745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -400749.312500 Penalty: 4048.041992
	Iteration 25Q: 3 clusters Score -400749.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -400754.625000 Penalty: 4048.041992
	Iteration 26Q: 3 clusters Score -400754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -400757.218750 Penalty: 4048.041992
	Iteration 27Q: 3 clusters Score -400757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400761.500000 Penalty: 4048.041992
	Iteration 28Q: 3 clusters Score -400761.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -400770.843750 Penalty: 4048.041992
	Iteration 29Q: 3 clusters Score -400770.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -400777.656250 Penalty: 4048.041992
	Iteration 30Q: 3 clusters Score -400777.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -400782.468750 Penalty: 4048.041992
	Iteration 31Q: 3 clusters Score -400782.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -400785.312500 Penalty: 4048.041992
	Iteration 32Q: 3 clusters Score -400785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -400787.812500 Penalty: 4048.041992
	Iteration 33Q: 3 clusters Score -400787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -400790.562500 Penalty: 4048.041992
	Iteration 34Q: 3 clusters Score -400790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -400796.375000 Penalty: 4048.041992
	Iteration 35Q: 3 clusters Score -400796.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -400800.125000 Penalty: 4048.041992
	Iteration 36Q: 3 clusters Score -400800.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -400803.031250 Penalty: 4048.041992
	Iteration 37Q: 3 clusters Score -400803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -400809.250000 Penalty: 4048.041992
	Iteration 38Q: 3 clusters Score -400809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -400813.500000 Penalty: 4048.041992
	Iteration 39Q: 3 clusters Score -400813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -400818.062500 Penalty: 4048.041992
	Iteration 40F: 3 clusters Score -400818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -400819.625000 Penalty: 4048.041992
	Iteration 41Q: 3 clusters Score -400819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -400820.875000 Penalty: 4048.041992
	Iteration 42Q: 3 clusters Score -400820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -400821.875000 Penalty: 4048.041992
	Iteration 43Q: 3 clusters Score -400821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -400822.718750 Penalty: 4048.041992
	Iteration 44Q: 3 clusters Score -400822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -400824.281250 Penalty: 4048.041992
	Iteration 45Q: 3 clusters Score -400824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -400827.093750 Penalty: 4048.041992
	Iteration 46Q: 3 clusters Score -400827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -400828.687500 Penalty: 4048.041992
	Iteration 47Q: 3 clusters Score -400828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -400830.750000 Penalty: 4048.041992
	Iteration 48Q: 3 clusters Score -400830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -400831.687500 Penalty: 4048.041992
	Iteration 49Q: 3 clusters Score -400831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -400833.375000 Penalty: 4048.041992
	Iteration 50Q: 3 clusters Score -400833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -400835.250000 Penalty: 4048.041992
	Iteration 51Q: 3 clusters Score -400835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -400836.375000 Penalty: 4048.041992
	Iteration 52Q: 3 clusters Score -400836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -400837.843750 Penalty: 4048.041992
	Iteration 53Q: 3 clusters Score -400837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -400837.718750 Penalty: 4048.041992
	Iteration 54Q: 3 clusters Score -400837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -400838.125000 Penalty: 4048.041992
	Iteration 55Q: 3 clusters Score -400838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -400838.625000 Penalty: 4048.041992
	Iteration 56Q: 3 clusters Score -400838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -400838.625000 Penalty: 4048.041992
	Iteration 57F: 3 clusters Score -400838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -446442.156250 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -446442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -442670.312500 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -442670.3 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -443748.593750 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -443748.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -444095.718750 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -444095.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -444365.187500 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -444365.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -444600.156250 Penalty: 4105.848633
	Iteration 4F: 3 clusters Score -444600.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -444745.687500 Penalty: 4105.848633
	Iteration 5F: 3 clusters Score -444745.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -444863.312500 Penalty: 4105.848633
	Iteration 6Q: 3 clusters Score -444863.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -444933.843750 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -444933.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -444980.250000 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -444980.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -445023.843750 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -445023.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -445066.125000 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -445066.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -445110.093750 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -445110.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -445162.156250 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -445162.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -445211.531250 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -445211.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -445268.062500 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -445268.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -445343.812500 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -445343.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -445410.312500 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -445410.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -445452.406250 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -445452.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -445471.281250 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -445471.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -445485.312500 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -445485.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -445496.718750 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -445496.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -445507.843750 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -445507.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -445514.781250 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -445514.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -445519.062500 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -445519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -445520.343750 Penalty: 4105.848633
	Iteration 24Q: 3 clusters Score -445520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -445522.187500 Penalty: 4105.848633
	Iteration 25Q: 3 clusters Score -445522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -445524.687500 Penalty: 4105.848633
	Iteration 26Q: 3 clusters Score -445524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -445527.000000 Penalty: 4105.848633
	Iteration 27Q: 3 clusters Score -445527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -445528.406250 Penalty: 4105.848633
	Iteration 28Q: 3 clusters Score -445528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -445528.375000 Penalty: 4105.848633
	Iteration 29Q: 3 clusters Score -445528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -445528.375000 Penalty: 4105.848633
	Iteration 30F: 3 clusters Score -445528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -44010.781250 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -44010.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42670.121094 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -42670.12 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42912.679688 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -42912.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43115.890625 Penalty: 3017.911621
	Iteration 2F: 3 clusters Score -43115.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43513.179688 Penalty: 3017.911621
	Iteration 3F: 3 clusters Score -43513.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43670.250000 Penalty: 3017.911621
	Iteration 4F: 3 clusters Score -43670.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43791.734375 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -43791.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43922.125000 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -43922.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44183.761719 Penalty: 3017.911621
	Iteration 7F: 3 clusters Score -44183.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44345.968750 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -44345.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44424.472656 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -44424.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44424.472656 Penalty: 3017.911621
	Iteration 10F: 3 clusters Score -44424.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 45268 members 
Mstep: Class 4 contains 181463 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 20082 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 11642 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 55742 members 
Mstep: Class 11 contains 5465 members 
Mstep: Class 12 contains 170156 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 8871 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 17320 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 311 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178298 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33689 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173617 members 
Entering Unmasked Estep 
Score: -124249888.000000 Penalty: 99613.000000
Splitting cluster 20 changes total score from -124251528.000000 to -124249888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -1522211.000000 Penalty: 2341.105957
	Iteration 0F: 2 clusters Score -1522211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1512987.625000 Penalty: 4682.211914
	Iteration 0F: 3 clusters Score -1512988 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1515811.125000 Penalty: 4682.211914
	Iteration 1F: 3 clusters Score -1515811 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1516110.750000 Penalty: 4682.211914
	Iteration 2F: 3 clusters Score -1516111 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1516301.750000 Penalty: 4682.211914
	Iteration 3Q: 3 clusters Score -1516302 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1516474.750000 Penalty: 4682.211914
	Iteration 4Q: 3 clusters Score -1516475 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1516638.625000 Penalty: 4682.211914
	Iteration 5Q: 3 clusters Score -1516639 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1516820.875000 Penalty: 4682.211914
	Iteration 6Q: 3 clusters Score -1516821 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1517000.500000 Penalty: 4682.211914
	Iteration 7Q: 3 clusters Score -1517000 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1517148.000000 Penalty: 4682.211914
	Iteration 8Q: 3 clusters Score -1517148 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1517280.500000 Penalty: 4682.211914
	Iteration 9Q: 3 clusters Score -1517280 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1517409.500000 Penalty: 4682.211914
	Iteration 10Q: 3 clusters Score -1517410 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1517542.250000 Penalty: 4682.211914
	Iteration 11Q: 3 clusters Score -1517542 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1517655.500000 Penalty: 4682.211914
	Iteration 12Q: 3 clusters Score -1517656 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1517749.750000 Penalty: 4682.211914
	Iteration 13Q: 3 clusters Score -1517750 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1517853.875000 Penalty: 4682.211914
	Iteration 14Q: 3 clusters Score -1517854 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1517934.875000 Penalty: 4682.211914
	Iteration 15Q: 3 clusters Score -1517935 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1518010.375000 Penalty: 4682.211914
	Iteration 16Q: 3 clusters Score -1518010 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1518072.750000 Penalty: 4682.211914
	Iteration 17Q: 3 clusters Score -1518073 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1518129.000000 Penalty: 4682.211914
	Iteration 18Q: 3 clusters Score -1518129 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1518164.875000 Penalty: 4682.211914
	Iteration 19Q: 3 clusters Score -1518165 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1518190.625000 Penalty: 4682.211914
	Iteration 20F: 3 clusters Score -1518191 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1518211.750000 Penalty: 4682.211914
	Iteration 21Q: 3 clusters Score -1518212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1518229.375000 Penalty: 4682.211914
	Iteration 22Q: 3 clusters Score -1518229 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1518236.875000 Penalty: 4682.211914
	Iteration 23Q: 3 clusters Score -1518237 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1518255.250000 Penalty: 4682.211914
	Iteration 24Q: 3 clusters Score -1518255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1518265.625000 Penalty: 4682.211914
	Iteration 25Q: 3 clusters Score -1518266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1518279.000000 Penalty: 4682.211914
	Iteration 26Q: 3 clusters Score -1518279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1518287.875000 Penalty: 4682.211914
	Iteration 27Q: 3 clusters Score -1518288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1518291.750000 Penalty: 4682.211914
	Iteration 28Q: 3 clusters Score -1518292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1518295.375000 Penalty: 4682.211914
	Iteration 29Q: 3 clusters Score -1518295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1518298.875000 Penalty: 4682.211914
	Iteration 30Q: 3 clusters Score -1518299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1518305.875000 Penalty: 4682.211914
	Iteration 31Q: 3 clusters Score -1518306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1518312.250000 Penalty: 4682.211914
	Iteration 32Q: 3 clusters Score -1518312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1518321.125000 Penalty: 4682.211914
	Iteration 33Q: 3 clusters Score -1518321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1518328.750000 Penalty: 4682.211914
	Iteration 34Q: 3 clusters Score -1518329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1518333.875000 Penalty: 4682.211914
	Iteration 35Q: 3 clusters Score -1518334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1518337.000000 Penalty: 4682.211914
	Iteration 36Q: 3 clusters Score -1518337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1518344.000000 Penalty: 4682.211914
	Iteration 37Q: 3 clusters Score -1518344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1518344.750000 Penalty: 4682.211914
	Iteration 38Q: 3 clusters Score -1518345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1518345.625000 Penalty: 4682.211914
	Iteration 39Q: 3 clusters Score -1518346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1518347.875000 Penalty: 4682.211914
	Iteration 40F: 3 clusters Score -1518348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1518348.625000 Penalty: 4682.211914
	Iteration 41Q: 3 clusters Score -1518349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1518352.125000 Penalty: 4682.211914
	Iteration 42Q: 3 clusters Score -1518352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1518353.625000 Penalty: 4682.211914
	Iteration 43Q: 3 clusters Score -1518354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1518356.375000 Penalty: 4682.211914
	Iteration 44Q: 3 clusters Score -1518356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1518358.125000 Penalty: 4682.211914
	Iteration 45Q: 3 clusters Score -1518358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1518359.375000 Penalty: 4682.211914
	Iteration 46Q: 3 clusters Score -1518359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1518362.125000 Penalty: 4682.211914
	Iteration 47Q: 3 clusters Score -1518362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1518362.375000 Penalty: 4682.211914
	Iteration 48Q: 3 clusters Score -1518362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1518363.375000 Penalty: 4682.211914
	Iteration 49Q: 3 clusters Score -1518363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1518365.125000 Penalty: 4682.211914
	Iteration 50Q: 3 clusters Score -1518365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1518365.625000 Penalty: 4682.211914
	Iteration 51Q: 3 clusters Score -1518366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1518370.625000 Penalty: 4682.211914
	Iteration 52Q: 3 clusters Score -1518371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1518370.000000 Penalty: 4682.211914
	Iteration 53Q: 3 clusters Score -1518370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1518369.250000 Penalty: 4682.211914
	Iteration 54Q: 3 clusters Score -1518369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1518371.250000 Penalty: 4682.211914
	Iteration 55Q: 3 clusters Score -1518371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1518374.000000 Penalty: 4682.211914
	Iteration 56Q: 3 clusters Score -1518374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1518374.625000 Penalty: 4682.211914
	Iteration 57Q: 3 clusters Score -1518375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1518375.375000 Penalty: 4682.211914
	Iteration 58Q: 3 clusters Score -1518375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1518378.250000 Penalty: 4682.211914
	Iteration 59Q: 3 clusters Score -1518378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1518375.375000 Penalty: 4682.211914
	Iteration 60F: 3 clusters Score -1518375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1518377.500000 Penalty: 4682.211914
	Iteration 61Q: 3 clusters Score -1518378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1518378.000000 Penalty: 4682.211914
	Iteration 62Q: 3 clusters Score -1518378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1518379.750000 Penalty: 4682.211914
	Iteration 63Q: 3 clusters Score -1518380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1518381.750000 Penalty: 4682.211914
	Iteration 64Q: 3 clusters Score -1518382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1518378.000000 Penalty: 4682.211914
	Iteration 65Q: 3 clusters Score -1518378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1518381.375000 Penalty: 4682.211914
	Iteration 66Q: 3 clusters Score -1518381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1518382.625000 Penalty: 4682.211914
	Iteration 67Q: 3 clusters Score -1518383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1518381.500000 Penalty: 4682.211914
	Iteration 68Q: 3 clusters Score -1518382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1518385.625000 Penalty: 4682.211914
	Iteration 69Q: 3 clusters Score -1518386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1518392.750000 Penalty: 4682.211914
	Iteration 70Q: 3 clusters Score -1518393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1518397.000000 Penalty: 4682.211914
	Iteration 71Q: 3 clusters Score -1518397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1518399.250000 Penalty: 4682.211914
	Iteration 72Q: 3 clusters Score -1518399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1518401.125000 Penalty: 4682.211914
	Iteration 73Q: 3 clusters Score -1518401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1518401.750000 Penalty: 4682.211914
	Iteration 74Q: 3 clusters Score -1518402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1518409.000000 Penalty: 4682.211914
	Iteration 75Q: 3 clusters Score -1518409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1518414.125000 Penalty: 4682.211914
	Iteration 76Q: 3 clusters Score -1518414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1518415.875000 Penalty: 4682.211914
	Iteration 77Q: 3 clusters Score -1518416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1518419.875000 Penalty: 4682.211914
	Iteration 78Q: 3 clusters Score -1518420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1518422.875000 Penalty: 4682.211914
	Iteration 79Q: 3 clusters Score -1518423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1518424.375000 Penalty: 4682.211914
	Iteration 80F: 3 clusters Score -1518424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1518428.000000 Penalty: 4682.211914
	Iteration 81Q: 3 clusters Score -1518428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1518427.500000 Penalty: 4682.211914
	Iteration 82Q: 3 clusters Score -1518428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1518432.875000 Penalty: 4682.211914
	Iteration 83Q: 3 clusters Score -1518433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1518433.375000 Penalty: 4682.211914
	Iteration 84Q: 3 clusters Score -1518433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1518435.125000 Penalty: 4682.211914
	Iteration 85Q: 3 clusters Score -1518435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1518441.750000 Penalty: 4682.211914
	Iteration 86Q: 3 clusters Score -1518442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1518441.500000 Penalty: 4682.211914
	Iteration 87Q: 3 clusters Score -1518442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1518448.875000 Penalty: 4682.211914
	Iteration 88Q: 3 clusters Score -1518449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1518453.875000 Penalty: 4682.211914
	Iteration 89Q: 3 clusters Score -1518454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1518454.250000 Penalty: 4682.211914
	Iteration 90Q: 3 clusters Score -1518454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1518458.000000 Penalty: 4682.211914
	Iteration 91Q: 3 clusters Score -1518458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1518464.875000 Penalty: 4682.211914
	Iteration 92Q: 3 clusters Score -1518465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1518466.250000 Penalty: 4682.211914
	Iteration 93Q: 3 clusters Score -1518466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1518468.625000 Penalty: 4682.211914
	Iteration 94Q: 3 clusters Score -1518469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1518471.375000 Penalty: 4682.211914
	Iteration 95Q: 3 clusters Score -1518471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1518476.000000 Penalty: 4682.211914
	Iteration 96Q: 3 clusters Score -1518476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1518482.750000 Penalty: 4682.211914
	Iteration 97Q: 3 clusters Score -1518483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1518490.750000 Penalty: 4682.211914
	Iteration 98Q: 3 clusters Score -1518491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1518490.000000 Penalty: 4682.211914
	Iteration 99Q: 3 clusters Score -1518490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1518495.875000 Penalty: 4682.211914
	Iteration 100F: 3 clusters Score -1518496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1518500.875000 Penalty: 4682.211914
	Iteration 101Q: 3 clusters Score -1518501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1518502.125000 Penalty: 4682.211914
	Iteration 102Q: 3 clusters Score -1518502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1518507.375000 Penalty: 4682.211914
	Iteration 103Q: 3 clusters Score -1518507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1518505.750000 Penalty: 4682.211914
	Iteration 104Q: 3 clusters Score -1518506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1518510.250000 Penalty: 4682.211914
	Iteration 105Q: 3 clusters Score -1518510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1518516.250000 Penalty: 4682.211914
	Iteration 106Q: 3 clusters Score -1518516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1518524.625000 Penalty: 4682.211914
	Iteration 107Q: 3 clusters Score -1518525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1518532.250000 Penalty: 4682.211914
	Iteration 108Q: 3 clusters Score -1518532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1518538.125000 Penalty: 4682.211914
	Iteration 109Q: 3 clusters Score -1518538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1518548.875000 Penalty: 4682.211914
	Iteration 110Q: 3 clusters Score -1518549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1518560.750000 Penalty: 4682.211914
	Iteration 111Q: 3 clusters Score -1518561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1518571.875000 Penalty: 4682.211914
	Iteration 112Q: 3 clusters Score -1518572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1518573.750000 Penalty: 4682.211914
	Iteration 113Q: 3 clusters Score -1518574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1518577.000000 Penalty: 4682.211914
	Iteration 114Q: 3 clusters Score -1518577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1518590.000000 Penalty: 4682.211914
	Iteration 115Q: 3 clusters Score -1518590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1518595.125000 Penalty: 4682.211914
	Iteration 116Q: 3 clusters Score -1518595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1518604.750000 Penalty: 4682.211914
	Iteration 117Q: 3 clusters Score -1518605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1518614.875000 Penalty: 4682.211914
	Iteration 118Q: 3 clusters Score -1518615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1518625.625000 Penalty: 4682.211914
	Iteration 119Q: 3 clusters Score -1518626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1518636.625000 Penalty: 4682.211914
	Iteration 120F: 3 clusters Score -1518637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1518642.125000 Penalty: 4682.211914
	Iteration 121Q: 3 clusters Score -1518642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1518656.500000 Penalty: 4682.211914
	Iteration 122Q: 3 clusters Score -1518656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1518660.000000 Penalty: 4682.211914
	Iteration 123Q: 3 clusters Score -1518660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1518675.625000 Penalty: 4682.211914
	Iteration 124Q: 3 clusters Score -1518676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1518683.625000 Penalty: 4682.211914
	Iteration 125Q: 3 clusters Score -1518684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1518697.375000 Penalty: 4682.211914
	Iteration 126Q: 3 clusters Score -1518697 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1518712.125000 Penalty: 4682.211914
	Iteration 127Q: 3 clusters Score -1518712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1518718.875000 Penalty: 4682.211914
	Iteration 128Q: 3 clusters Score -1518719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1518738.875000 Penalty: 4682.211914
	Iteration 129Q: 3 clusters Score -1518739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1518751.375000 Penalty: 4682.211914
	Iteration 130Q: 3 clusters Score -1518751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1518767.875000 Penalty: 4682.211914
	Iteration 131Q: 3 clusters Score -1518768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1518790.375000 Penalty: 4682.211914
	Iteration 132Q: 3 clusters Score -1518790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1518806.875000 Penalty: 4682.211914
	Iteration 133Q: 3 clusters Score -1518807 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1518823.375000 Penalty: 4682.211914
	Iteration 134Q: 3 clusters Score -1518823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1518842.625000 Penalty: 4682.211914
	Iteration 135Q: 3 clusters Score -1518843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1518874.250000 Penalty: 4682.211914
	Iteration 136Q: 3 clusters Score -1518874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1518896.625000 Penalty: 4682.211914
	Iteration 137Q: 3 clusters Score -1518897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1518920.500000 Penalty: 4682.211914
	Iteration 138Q: 3 clusters Score -1518920 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1518951.000000 Penalty: 4682.211914
	Iteration 139Q: 3 clusters Score -1518951 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1518978.125000 Penalty: 4682.211914
	Iteration 140F: 3 clusters Score -1518978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1519016.750000 Penalty: 4682.211914
	Iteration 141Q: 3 clusters Score -1519017 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1519049.250000 Penalty: 4682.211914
	Iteration 142Q: 3 clusters Score -1519049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1519096.750000 Penalty: 4682.211914
	Iteration 143Q: 3 clusters Score -1519097 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1519138.250000 Penalty: 4682.211914
	Iteration 144Q: 3 clusters Score -1519138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1519184.250000 Penalty: 4682.211914
	Iteration 145Q: 3 clusters Score -1519184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1519239.875000 Penalty: 4682.211914
	Iteration 146Q: 3 clusters Score -1519240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1519301.875000 Penalty: 4682.211914
	Iteration 147Q: 3 clusters Score -1519302 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1519353.375000 Penalty: 4682.211914
	Iteration 148Q: 3 clusters Score -1519353 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1519417.000000 Penalty: 4682.211914
	Iteration 149Q: 3 clusters Score -1519417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1519479.750000 Penalty: 4682.211914
	Iteration 150Q: 3 clusters Score -1519480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1519539.625000 Penalty: 4682.211914
	Iteration 151Q: 3 clusters Score -1519540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1519601.250000 Penalty: 4682.211914
	Iteration 152Q: 3 clusters Score -1519601 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1519658.625000 Penalty: 4682.211914
	Iteration 153Q: 3 clusters Score -1519659 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1519722.250000 Penalty: 4682.211914
	Iteration 154Q: 3 clusters Score -1519722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1519783.875000 Penalty: 4682.211914
	Iteration 155Q: 3 clusters Score -1519784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1519834.500000 Penalty: 4682.211914
	Iteration 156Q: 3 clusters Score -1519834 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1519885.000000 Penalty: 4682.211914
	Iteration 157Q: 3 clusters Score -1519885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1519935.875000 Penalty: 4682.211914
	Iteration 158Q: 3 clusters Score -1519936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1519973.625000 Penalty: 4682.211914
	Iteration 159Q: 3 clusters Score -1519974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1520014.375000 Penalty: 4682.211914
	Iteration 160F: 3 clusters Score -1520014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1520042.125000 Penalty: 4682.211914
	Iteration 161Q: 3 clusters Score -1520042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1520060.625000 Penalty: 4682.211914
	Iteration 162Q: 3 clusters Score -1520061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1520084.500000 Penalty: 4682.211914
	Iteration 163Q: 3 clusters Score -1520084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1520103.250000 Penalty: 4682.211914
	Iteration 164Q: 3 clusters Score -1520103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1520122.500000 Penalty: 4682.211914
	Iteration 165Q: 3 clusters Score -1520122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1520133.125000 Penalty: 4682.211914
	Iteration 166Q: 3 clusters Score -1520133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1520152.250000 Penalty: 4682.211914
	Iteration 167Q: 3 clusters Score -1520152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1520170.750000 Penalty: 4682.211914
	Iteration 168Q: 3 clusters Score -1520171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1520179.125000 Penalty: 4682.211914
	Iteration 169Q: 3 clusters Score -1520179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1520191.250000 Penalty: 4682.211914
	Iteration 170Q: 3 clusters Score -1520191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1520194.750000 Penalty: 4682.211914
	Iteration 171Q: 3 clusters Score -1520195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1520203.750000 Penalty: 4682.211914
	Iteration 172Q: 3 clusters Score -1520204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1520205.000000 Penalty: 4682.211914
	Iteration 173Q: 3 clusters Score -1520205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1520214.250000 Penalty: 4682.211914
	Iteration 174Q: 3 clusters Score -1520214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1520218.000000 Penalty: 4682.211914
	Iteration 175Q: 3 clusters Score -1520218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1520219.625000 Penalty: 4682.211914
	Iteration 176Q: 3 clusters Score -1520220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1520228.000000 Penalty: 4682.211914
	Iteration 177Q: 3 clusters Score -1520228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1520233.875000 Penalty: 4682.211914
	Iteration 178Q: 3 clusters Score -1520234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1520239.000000 Penalty: 4682.211914
	Iteration 179Q: 3 clusters Score -1520239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1520245.375000 Penalty: 4682.211914
	Iteration 180F: 3 clusters Score -1520245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1520247.500000 Penalty: 4682.211914
	Iteration 181Q: 3 clusters Score -1520248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1520247.500000 Penalty: 4682.211914
	Iteration 182F: 3 clusters Score -1520248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Entering Unmasked Estep 
Score: -1203346.375000 Penalty: 2279.912109
	Iteration 0F: 2 clusters Score -1203346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1195801.375000 Penalty: 4559.824219
	Iteration 0F: 3 clusters Score -1195801 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1197984.750000 Penalty: 4559.824219
	Iteration 1F: 3 clusters Score -1197985 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1198276.500000 Penalty: 4559.824219
	Iteration 2F: 3 clusters Score -1198276 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1198507.750000 Penalty: 4559.824219
	Iteration 3F: 3 clusters Score -1198508 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1198746.375000 Penalty: 4559.824219
	Iteration 4Q: 3 clusters Score -1198746 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1198985.250000 Penalty: 4559.824219
	Iteration 5Q: 3 clusters Score -1198985 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1199263.125000 Penalty: 4559.824219
	Iteration 6Q: 3 clusters Score -1199263 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1199629.750000 Penalty: 4559.824219
	Iteration 7F: 3 clusters Score -1199630 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1200058.500000 Penalty: 4559.824219
	Iteration 8F: 3 clusters Score -1200058 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1200483.250000 Penalty: 4559.824219
	Iteration 9F: 3 clusters Score -1200483 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1200869.375000 Penalty: 4559.824219
	Iteration 10Q: 3 clusters Score -1200869 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1201124.500000 Penalty: 4559.824219
	Iteration 11Q: 3 clusters Score -1201124 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1201264.250000 Penalty: 4559.824219
	Iteration 12Q: 3 clusters Score -1201264 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1201373.125000 Penalty: 4559.824219
	Iteration 13Q: 3 clusters Score -1201373 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1201445.000000 Penalty: 4559.824219
	Iteration 14Q: 3 clusters Score -1201445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1201486.000000 Penalty: 4559.824219
	Iteration 15Q: 3 clusters Score -1201486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1201525.375000 Penalty: 4559.824219
	Iteration 16Q: 3 clusters Score -1201525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1201551.750000 Penalty: 4559.824219
	Iteration 17Q: 3 clusters Score -1201552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1201565.625000 Penalty: 4559.824219
	Iteration 18Q: 3 clusters Score -1201566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1201578.250000 Penalty: 4559.824219
	Iteration 19Q: 3 clusters Score -1201578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1201590.750000 Penalty: 4559.824219
	Iteration 20F: 3 clusters Score -1201591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1201593.125000 Penalty: 4559.824219
	Iteration 21Q: 3 clusters Score -1201593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1201599.250000 Penalty: 4559.824219
	Iteration 22Q: 3 clusters Score -1201599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1201602.000000 Penalty: 4559.824219
	Iteration 23Q: 3 clusters Score -1201602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1201604.750000 Penalty: 4559.824219
	Iteration 24Q: 3 clusters Score -1201605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1201607.250000 Penalty: 4559.824219
	Iteration 25Q: 3 clusters Score -1201607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1201605.875000 Penalty: 4559.824219
	Iteration 26Q: 3 clusters Score -1201606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1201605.875000 Penalty: 4559.824219
	Iteration 27F: 3 clusters Score -1201606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178298 members 
Entering Unmasked Estep 
Score: -22101598.000000 Penalty: 2998.620361
	Iteration 0F: 2 clusters Score -2.21016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -21984856.000000 Penalty: 5997.240723
	Iteration 0F: 3 clusters Score -2.198486e+07 nChanged 85523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -22034346.000000 Penalty: 5997.240723
	Iteration 1F: 3 clusters Score -2.203435e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -22035970.000000 Penalty: 5997.240723
	Iteration 2Q: 3 clusters Score -2.203597e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -22038960.000000 Penalty: 5997.240723
	Iteration 3Q: 3 clusters Score -2.203896e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 111383 members 
Entering Unmasked Estep 
Score: -22044260.000000 Penalty: 5997.240723
	Iteration 4F: 3 clusters Score -2.204426e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -22053302.000000 Penalty: 5997.240723
	Iteration 5F: 3 clusters Score -2.20533e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 135867 members 
Entering Unmasked Estep 
Score: -22064950.000000 Penalty: 5997.240723
	Iteration 6F: 3 clusters Score -2.206495e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 148593 members 
Entering Unmasked Estep 
Score: -22076448.000000 Penalty: 5997.240723
	Iteration 7F: 3 clusters Score -2.207645e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -22085224.000000 Penalty: 5997.240723
	Iteration 8F: 3 clusters Score -2.208522e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -22090882.000000 Penalty: 5997.240723
	Iteration 9Q: 3 clusters Score -2.209088e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 170567 members 
Entering Unmasked Estep 
Score: -22094392.000000 Penalty: 5997.240723
	Iteration 10Q: 3 clusters Score -2.209439e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -22096414.000000 Penalty: 5997.240723
	Iteration 11Q: 3 clusters Score -2.209641e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -22097414.000000 Penalty: 5997.240723
	Iteration 12Q: 3 clusters Score -2.209741e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 176489 members 
Entering Unmasked Estep 
Score: -22098098.000000 Penalty: 5997.240723
	Iteration 13Q: 3 clusters Score -2.20981e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 177069 members 
Entering Unmasked Estep 
Score: -22098506.000000 Penalty: 5997.240723
	Iteration 14Q: 3 clusters Score -2.209851e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -22098720.000000 Penalty: 5997.240723
	Iteration 15Q: 3 clusters Score -2.209872e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 177564 members 
Entering Unmasked Estep 
Score: -22098860.000000 Penalty: 5997.240723
	Iteration 16Q: 3 clusters Score -2.209886e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 177654 members 
Entering Unmasked Estep 
Score: -22098910.000000 Penalty: 5997.240723
	Iteration 17Q: 3 clusters Score -2.209891e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 177707 members 
Entering Unmasked Estep 
Score: -22098962.000000 Penalty: 5997.240723
	Iteration 18Q: 3 clusters Score -2.209896e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 177746 members 
Entering Unmasked Estep 
Score: -22099006.000000 Penalty: 5997.240723
	Iteration 19Q: 3 clusters Score -2.209901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -22099042.000000 Penalty: 5997.240723
	Iteration 20F: 3 clusters Score -2.209904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 177803 members 
Entering Unmasked Estep 
Score: -22099052.000000 Penalty: 5997.240723
	Iteration 21Q: 3 clusters Score -2.209905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -22099072.000000 Penalty: 5997.240723
	Iteration 22Q: 3 clusters Score -2.209907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 177841 members 
Entering Unmasked Estep 
Score: -22099062.000000 Penalty: 5997.240723
	Iteration 23Q: 3 clusters Score -2.209906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 177843 members 
Entering Unmasked Estep 
Score: -22099074.000000 Penalty: 5997.240723
	Iteration 24Q: 3 clusters Score -2.209907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 177848 members 
Entering Unmasked Estep 
Score: -22099078.000000 Penalty: 5997.240723
	Iteration 25Q: 3 clusters Score -2.209908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 177852 members 
Entering Unmasked Estep 
Score: -22099084.000000 Penalty: 5997.240723
	Iteration 26Q: 3 clusters Score -2.209908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -22099080.000000 Penalty: 5997.240723
	Iteration 27Q: 3 clusters Score -2.209908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 177854 members 
Entering Unmasked Estep 
Score: -22099090.000000 Penalty: 5997.240723
	Iteration 28Q: 3 clusters Score -2.209909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 177854 members 
Entering Unmasked Estep 
Score: -22099090.000000 Penalty: 5997.240723
	Iteration 29F: 3 clusters Score -2.209909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -785816.375000 Penalty: 2185.141846
	Iteration 0F: 2 clusters Score -785816.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -780270.875000 Penalty: 4370.283691
	Iteration 0F: 3 clusters Score -780270.9 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -781771.062500 Penalty: 4370.283691
	Iteration 1F: 3 clusters Score -781771.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -782117.000000 Penalty: 4370.283691
	Iteration 2F: 3 clusters Score -782117 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -782405.562500 Penalty: 4370.283691
	Iteration 3F: 3 clusters Score -782405.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -782677.750000 Penalty: 4370.283691
	Iteration 4F: 3 clusters Score -782677.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -782962.687500 Penalty: 4370.283691
	Iteration 5F: 3 clusters Score -782962.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -783254.562500 Penalty: 4370.283691
	Iteration 6F: 3 clusters Score -783254.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -783486.812500 Penalty: 4370.283691
	Iteration 7Q: 3 clusters Score -783486.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -783667.812500 Penalty: 4370.283691
	Iteration 8Q: 3 clusters Score -783667.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -783793.250000 Penalty: 4370.283691
	Iteration 9Q: 3 clusters Score -783793.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -783874.812500 Penalty: 4370.283691
	Iteration 10Q: 3 clusters Score -783874.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -783944.937500 Penalty: 4370.283691
	Iteration 11Q: 3 clusters Score -783944.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -784004.312500 Penalty: 4370.283691
	Iteration 12Q: 3 clusters Score -784004.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -784055.625000 Penalty: 4370.283691
	Iteration 13Q: 3 clusters Score -784055.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -784100.875000 Penalty: 4370.283691
	Iteration 14Q: 3 clusters Score -784100.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -784132.812500 Penalty: 4370.283691
	Iteration 15Q: 3 clusters Score -784132.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -784163.062500 Penalty: 4370.283691
	Iteration 16Q: 3 clusters Score -784163.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -784189.625000 Penalty: 4370.283691
	Iteration 17Q: 3 clusters Score -784189.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -784204.875000 Penalty: 4370.283691
	Iteration 18Q: 3 clusters Score -784204.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -784220.562500 Penalty: 4370.283691
	Iteration 19Q: 3 clusters Score -784220.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -784238.500000 Penalty: 4370.283691
	Iteration 20F: 3 clusters Score -784238.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -784251.812500 Penalty: 4370.283691
	Iteration 21Q: 3 clusters Score -784251.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -784262.437500 Penalty: 4370.283691
	Iteration 22Q: 3 clusters Score -784262.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -784273.937500 Penalty: 4370.283691
	Iteration 23Q: 3 clusters Score -784273.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -784281.375000 Penalty: 4370.283691
	Iteration 24Q: 3 clusters Score -784281.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -784287.062500 Penalty: 4370.283691
	Iteration 25Q: 3 clusters Score -784287.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -784293.625000 Penalty: 4370.283691
	Iteration 26Q: 3 clusters Score -784293.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -784298.312500 Penalty: 4370.283691
	Iteration 27Q: 3 clusters Score -784298.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -784301.500000 Penalty: 4370.283691
	Iteration 28Q: 3 clusters Score -784301.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -784303.062500 Penalty: 4370.283691
	Iteration 29Q: 3 clusters Score -784303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -784306.312500 Penalty: 4370.283691
	Iteration 30Q: 3 clusters Score -784306.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -784309.187500 Penalty: 4370.283691
	Iteration 31Q: 3 clusters Score -784309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -784312.875000 Penalty: 4370.283691
	Iteration 32Q: 3 clusters Score -784312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -784313.812500 Penalty: 4370.283691
	Iteration 33Q: 3 clusters Score -784313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -784315.375000 Penalty: 4370.283691
	Iteration 34Q: 3 clusters Score -784315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -784316.062500 Penalty: 4370.283691
	Iteration 35Q: 3 clusters Score -784316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -784316.812500 Penalty: 4370.283691
	Iteration 36Q: 3 clusters Score -784316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -784317.562500 Penalty: 4370.283691
	Iteration 37Q: 3 clusters Score -784317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -784317.562500 Penalty: 4370.283691
	Iteration 38F: 3 clusters Score -784317.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Entering Unmasked Estep 
Score: -4124509.500000 Penalty: 2585.381836
	Iteration 0F: 2 clusters Score -4124510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4101435.750000 Penalty: 5170.763672
	Iteration 0F: 3 clusters Score -4101436 nChanged 15312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4109642.000000 Penalty: 5170.763672
	Iteration 1F: 3 clusters Score -4109642 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4110023.500000 Penalty: 5170.763672
	Iteration 2Q: 3 clusters Score -4110024 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4110395.500000 Penalty: 5170.763672
	Iteration 3Q: 3 clusters Score -4110396 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4110785.500000 Penalty: 5170.763672
	Iteration 4Q: 3 clusters Score -4110786 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4111238.250000 Penalty: 5170.763672
	Iteration 5Q: 3 clusters Score -4111238 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4111899.000000 Penalty: 5170.763672
	Iteration 6Q: 3 clusters Score -4111899 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4112862.000000 Penalty: 5170.763672
	Iteration 7F: 3 clusters Score -4112862 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4114210.250000 Penalty: 5170.763672
	Iteration 8F: 3 clusters Score -4114210 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -4115896.500000 Penalty: 5170.763672
	Iteration 9F: 3 clusters Score -4115896 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4117601.250000 Penalty: 5170.763672
	Iteration 10F: 3 clusters Score -4117601 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4118937.500000 Penalty: 5170.763672
	Iteration 11Q: 3 clusters Score -4118938 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4119841.000000 Penalty: 5170.763672
	Iteration 12Q: 3 clusters Score -4119841 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4120404.000000 Penalty: 5170.763672
	Iteration 13Q: 3 clusters Score -4120404 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -4120794.500000 Penalty: 5170.763672
	Iteration 14Q: 3 clusters Score -4120794 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -4121099.000000 Penalty: 5170.763672
	Iteration 15Q: 3 clusters Score -4121099 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4121313.000000 Penalty: 5170.763672
	Iteration 16Q: 3 clusters Score -4121313 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4121526.750000 Penalty: 5170.763672
	Iteration 17Q: 3 clusters Score -4121527 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -4121742.250000 Penalty: 5170.763672
	Iteration 18Q: 3 clusters Score -4121742 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -4121917.250000 Penalty: 5170.763672
	Iteration 19Q: 3 clusters Score -4121917 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4122085.500000 Penalty: 5170.763672
	Iteration 20F: 3 clusters Score -4122086 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -4122201.500000 Penalty: 5170.763672
	Iteration 21Q: 3 clusters Score -4122202 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4122307.750000 Penalty: 5170.763672
	Iteration 22Q: 3 clusters Score -4122308 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4122418.250000 Penalty: 5170.763672
	Iteration 23Q: 3 clusters Score -4122418 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4122538 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4122640 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4122728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4122801 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -4122868.750000 Penalty: 5170.763672
	Iteration 28Q: 3 clusters Score -4122869 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4122925.500000 Penalty: 5170.763672
	Iteration 29Q: 3 clusters Score -4122926 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4122969 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4123020.500000 Penalty: 5170.763672
	Iteration 31Q: 3 clusters Score -4123020 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4123040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4123052.750000 Penalty: 5170.763672
	Iteration 33Q: 3 clusters Score -4123053 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4123083 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -4123109.500000 Penalty: 5170.763672
	Iteration 35Q: 3 clusters Score -4123110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4123140.000000 Penalty: 5170.763672
	Iteration 36Q: 3 clusters Score -4123140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4123150.750000 Penalty: 5170.763672
	Iteration 37Q: 3 clusters Score -4123151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4123169.000000 Penalty: 5170.763672
	Iteration 38Q: 3 clusters Score -4123169 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -4123183.500000 Penalty: 5170.763672
	Iteration 39Q: 3 clusters Score -4123184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4123210.750000 Penalty: 5170.763672
	Iteration 40F: 3 clusters Score -4123211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4123236 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -4123254.750000 Penalty: 5170.763672
	Iteration 42Q: 3 clusters Score -4123255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4123268 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4123278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4123299 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4123298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4123335.750000 Penalty: 5170.763672
	Iteration 47Q: 3 clusters Score -4123336 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4123362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4123384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4123391 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4123404.500000 Penalty: 5170.763672
	Iteration 51Q: 3 clusters Score -4123404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4123415.000000 Penalty: 5170.763672
	Iteration 52Q: 3 clusters Score -4123415 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -4123413.250000 Penalty: 5170.763672
	Iteration 53Q: 3 clusters Score -4123413 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4123417.750000 Penalty: 5170.763672
	Iteration 54Q: 3 clusters Score -4123418 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4123446 nChanged 90
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Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4123453 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4123461 nChanged 71
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4123483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -4123490.750000 Penalty: 5170.763672
	Iteration 59Q: 3 clusters Score -4123491 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -4123493.000000 Penalty: 5170.763672
	Iteration 60F: 3 clusters Score -4123493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4123508.500000 Penalty: 5170.763672
	Iteration 61Q: 3 clusters Score -4123508 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4123500 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4123523.000000 Penalty: 5170.763672
	Iteration 63Q: 3 clusters Score -4123523 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4123515.250000 Penalty: 5170.763672
	Iteration 64Q: 3 clusters Score -4123515 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4123552 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4123562.250000 Penalty: 5170.763672
	Iteration 66Q: 3 clusters Score -4123562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4123584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4123598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4123608.750000 Penalty: 5170.763672
	Iteration 69Q: 3 clusters Score -4123609 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4123626.750000 Penalty: 5170.763672
	Iteration 70Q: 3 clusters Score -4123627 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4123638.250000 Penalty: 5170.763672
	Iteration 71Q: 3 clusters Score -4123638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4123627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -4123640.750000 Penalty: 5170.763672
	Iteration 73Q: 3 clusters Score -4123641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4123627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -4123636.250000 Penalty: 5170.763672
	Iteration 75Q: 3 clusters Score -4123636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4123662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4123668 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4123676.250000 Penalty: 5170.763672
	Iteration 78Q: 3 clusters Score -4123676 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4123690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -4123691.250000 Penalty: 5170.763672
	Iteration 80F: 3 clusters Score -4123691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4123696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -4123703.000000 Penalty: 5170.763672
	Iteration 82Q: 3 clusters Score -4123703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4123699.750000 Penalty: 5170.763672
	Iteration 83Q: 3 clusters Score -4123700 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4123718.000000 Penalty: 5170.763672
	Iteration 84Q: 3 clusters Score -4123718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4123720.000000 Penalty: 5170.763672
	Iteration 85Q: 3 clusters Score -4123720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4123729.000000 Penalty: 5170.763672
	Iteration 86Q: 3 clusters Score -4123729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4123728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -4123724.500000 Penalty: 5170.763672
	Iteration 88Q: 3 clusters Score -4123724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4123725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4123746.000000 Penalty: 5170.763672
	Iteration 90Q: 3 clusters Score -4123746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4123745.500000 Penalty: 5170.763672
	Iteration 91Q: 3 clusters Score -4123746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -4123743.250000 Penalty: 5170.763672
	Iteration 92Q: 3 clusters Score -4123743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4123741.000000 Penalty: 5170.763672
	Iteration 93Q: 3 clusters Score -4123741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4123749.750000 Penalty: 5170.763672
	Iteration 94Q: 3 clusters Score -4123750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4123752.500000 Penalty: 5170.763672
	Iteration 95Q: 3 clusters Score -4123752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -4123768.750000 Penalty: 5170.763672
	Iteration 96Q: 3 clusters Score -4123769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4123768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4123768.250000 Penalty: 5170.763672
	Iteration 98Q: 3 clusters Score -4123768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -4123770.750000 Penalty: 5170.763672
	Iteration 99Q: 3 clusters Score -4123771 nChanged 44
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Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -4123782.000000 Penalty: 5170.763672
	Iteration 100F: 3 clusters Score -4123782 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4123784.250000 Penalty: 5170.763672
	Iteration 101Q: 3 clusters Score -4123784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4123792.250000 Penalty: 5170.763672
	Iteration 102Q: 3 clusters Score -4123792 nChanged 48
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Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4123801.750000 Penalty: 5170.763672
	Iteration 103Q: 3 clusters Score -4123802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4123807.500000 Penalty: 5170.763672
	Iteration 104Q: 3 clusters Score -4123808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4123814.000000 Penalty: 5170.763672
	Iteration 105Q: 3 clusters Score -4123814 nChanged 60
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Mstep: Class 1 contains 11580 members 
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Entering Unmasked Estep 
Score: -4123821.250000 Penalty: 5170.763672
	Iteration 106Q: 3 clusters Score -4123821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4123828.750000 Penalty: 5170.763672
	Iteration 107Q: 3 clusters Score -4123829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4123834.250000 Penalty: 5170.763672
	Iteration 108Q: 3 clusters Score -4123834 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4123830.750000 Penalty: 5170.763672
	Iteration 109Q: 3 clusters Score -4123831 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4123833.750000 Penalty: 5170.763672
	Iteration 110Q: 3 clusters Score -4123834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4123842.500000 Penalty: 5170.763672
	Iteration 111Q: 3 clusters Score -4123842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4123848.250000 Penalty: 5170.763672
	Iteration 112Q: 3 clusters Score -4123848 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11980 members 
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Entering Unmasked Estep 
Score: -4123851.500000 Penalty: 5170.763672
	Iteration 113Q: 3 clusters Score -4123852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -4123866.000000 Penalty: 5170.763672
	Iteration 114Q: 3 clusters Score -4123866 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -4123868.000000 Penalty: 5170.763672
	Iteration 115Q: 3 clusters Score -4123868 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4123852.500000 Penalty: 5170.763672
	Iteration 116Q: 3 clusters Score -4123852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4123866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4123868 nChanged 40
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Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4123872 nChanged 36
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Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4123868 nChanged 37
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Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4123887 nChanged 39
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Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4123890 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4123886 nChanged 43
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Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4123895 nChanged 42
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Mstep: Class 1 contains 12444 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4123904 nChanged 28
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Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4123902 nChanged 27
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Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4123912 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4123908 nChanged 32
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Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4123914 nChanged 36
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Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4123916 nChanged 31
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Mstep: Class 1 contains 12617 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4123923 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4123922 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4123920 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4123924 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -4123918.000000 Penalty: 5170.763672
	Iteration 135Q: 3 clusters Score -4123918 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4123927 nChanged 15
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Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4123929 nChanged 18
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Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4123922 nChanged 19
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Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4123923 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4123923 nChanged 28
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Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4123933 nChanged 29
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Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4123932 nChanged 18
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Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4123939 nChanged 13
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Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4123936 nChanged 17
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Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4123942 nChanged 16
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Mstep: Class 1 contains 12919 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4123944 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4123943 nChanged 14
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Mstep: Class 1 contains 12944 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4123944 nChanged 8
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Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4123946 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4123946 nChanged 10
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Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4123952.000000 Penalty: 5170.763672
	Iteration 151Q: 3 clusters Score -4123952 nChanged 11
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Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 20707 members 
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	Iteration 152Q: 3 clusters Score -4123944 nChanged 8
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Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4123945 nChanged 18
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Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 20681 members 
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	Iteration 154Q: 3 clusters Score -4123945 nChanged 12
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Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4123944 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4123941 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4123942 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4123945 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4123948.000000 Penalty: 5170.763672
	Iteration 159Q: 3 clusters Score -4123948 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4123946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4123950 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4123948 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4123946 nChanged 14
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Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4123947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4123954 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 20523 members 
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	Iteration 166Q: 3 clusters Score -4123950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4123956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4123953 nChanged 3
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Mstep: Class 1 contains 13199 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4123954 nChanged 5
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Mstep: Class 1 contains 13204 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4123949 nChanged 5
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Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4123949 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4123952 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13218 members 
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	Iteration 173Q: 3 clusters Score -4123948 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13222 members 
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	Iteration 174Q: 3 clusters Score -4123946 nChanged 10
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Mstep: Class 1 contains 13232 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4123945 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4123950 nChanged 8
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Mstep: Class 1 contains 13244 members 
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	Iteration 177Q: 3 clusters Score -4123949 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4123950 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4123945 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4123950 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13301 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4123960 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4123955 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13329 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4123958 nChanged 11
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Mstep: Class 1 contains 13340 members 
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	Iteration 184Q: 3 clusters Score -4123954 nChanged 11
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Mstep: Class 1 contains 13351 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4123958 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13367 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4123952 nChanged 18
Entering Unmasked Mstep 
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	Iteration 187Q: 3 clusters Score -4123953 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4123962 nChanged 13
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Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4123957 nChanged 5
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Mstep: Class 1 contains 13421 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4123956 nChanged 5
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Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4123956 nChanged 7
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Mstep: Class 1 contains 13433 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4123957 nChanged 13
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Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4123953 nChanged 19
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	Iteration 194Q: 3 clusters Score -4123952 nChanged 17
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	Iteration 195Q: 3 clusters Score -4123958 nChanged 30
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	Iteration 196Q: 3 clusters Score -4123958 nChanged 22
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	Iteration 197Q: 3 clusters Score -4123966 nChanged 23
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4123963 nChanged 23
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	Iteration 199Q: 3 clusters Score -4123953 nChanged 22
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	Iteration 200F: 3 clusters Score -4123967 nChanged 21
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4123969 nChanged 28
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	Iteration 202Q: 3 clusters Score -4123973 nChanged 31
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	Iteration 203Q: 3 clusters Score -4123977 nChanged 23
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	Iteration 204Q: 3 clusters Score -4123974 nChanged 31
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4123976 nChanged 23
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	Iteration 206Q: 3 clusters Score -4123974 nChanged 14
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4123971 nChanged 19
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	Iteration 208Q: 3 clusters Score -4123976 nChanged 21
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4123971 nChanged 20
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Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4123983.250000 Penalty: 5170.763672
	Iteration 210Q: 3 clusters Score -4123983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4123984.750000 Penalty: 5170.763672
	Iteration 211Q: 3 clusters Score -4123985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4123987.750000 Penalty: 5170.763672
	Iteration 212Q: 3 clusters Score -4123988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4123983.500000 Penalty: 5170.763672
	Iteration 213Q: 3 clusters Score -4123984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4123990.000000 Penalty: 5170.763672
	Iteration 214Q: 3 clusters Score -4123990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4123984.000000 Penalty: 5170.763672
	Iteration 215Q: 3 clusters Score -4123984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4123987.000000 Penalty: 5170.763672
	Iteration 216Q: 3 clusters Score -4123987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4123983.250000 Penalty: 5170.763672
	Iteration 217Q: 3 clusters Score -4123983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4123981.250000 Penalty: 5170.763672
	Iteration 218Q: 3 clusters Score -4123981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4123983.500000 Penalty: 5170.763672
	Iteration 219Q: 3 clusters Score -4123984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4123990.000000 Penalty: 5170.763672
	Iteration 220F: 3 clusters Score -4123990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -4123989.000000 Penalty: 5170.763672
	Iteration 221Q: 3 clusters Score -4123989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4123992.500000 Penalty: 5170.763672
	Iteration 222Q: 3 clusters Score -4123992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4123995.250000 Penalty: 5170.763672
	Iteration 223Q: 3 clusters Score -4123995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -4123998.250000 Penalty: 5170.763672
	Iteration 224Q: 3 clusters Score -4123998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4123996.500000 Penalty: 5170.763672
	Iteration 225Q: 3 clusters Score -4123996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4123996.000000 Penalty: 5170.763672
	Iteration 226Q: 3 clusters Score -4123996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4123996.000000 Penalty: 5170.763672
	Iteration 227F: 3 clusters Score -4123996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Entering Unmasked Estep 
Score: -2393410.750000 Penalty: 2449.684326
	Iteration 0F: 2 clusters Score -2393411 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 9755 members 
Entering Unmasked Estep 
Score: -2379676.500000 Penalty: 4899.368652
	Iteration 0F: 3 clusters Score -2379676 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2384359.000000 Penalty: 4899.368652
	Iteration 1F: 3 clusters Score -2384359 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2384794.500000 Penalty: 4899.368652
	Iteration 2F: 3 clusters Score -2384794 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2385080.750000 Penalty: 4899.368652
	Iteration 3Q: 3 clusters Score -2385081 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2385308.750000 Penalty: 4899.368652
	Iteration 4Q: 3 clusters Score -2385309 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2385496.000000 Penalty: 4899.368652
	Iteration 5Q: 3 clusters Score -2385496 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2385676.500000 Penalty: 4899.368652
	Iteration 6Q: 3 clusters Score -2385676 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2385820.000000 Penalty: 4899.368652
	Iteration 7Q: 3 clusters Score -2385820 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2385976.750000 Penalty: 4899.368652
	Iteration 8Q: 3 clusters Score -2385977 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2386147.500000 Penalty: 4899.368652
	Iteration 9Q: 3 clusters Score -2386148 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2386340.750000 Penalty: 4899.368652
	Iteration 10Q: 3 clusters Score -2386341 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2386614.000000 Penalty: 4899.368652
	Iteration 11Q: 3 clusters Score -2386614 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2386972.000000 Penalty: 4899.368652
	Iteration 12Q: 3 clusters Score -2386972 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2387456.750000 Penalty: 4899.368652
	Iteration 13Q: 3 clusters Score -2387457 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2388017.250000 Penalty: 4899.368652
	Iteration 14Q: 3 clusters Score -2388017 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2388639.750000 Penalty: 4899.368652
	Iteration 15Q: 3 clusters Score -2388640 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2389252.750000 Penalty: 4899.368652
	Iteration 16Q: 3 clusters Score -2389253 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2389882.500000 Penalty: 4899.368652
	Iteration 17Q: 3 clusters Score -2389882 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2390382.750000 Penalty: 4899.368652
	Iteration 18Q: 3 clusters Score -2390383 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2390737.500000 Penalty: 4899.368652
	Iteration 19Q: 3 clusters Score -2390738 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2390932.500000 Penalty: 4899.368652
	Iteration 20F: 3 clusters Score -2390932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2391052.750000 Penalty: 4899.368652
	Iteration 21Q: 3 clusters Score -2391053 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2391122.250000 Penalty: 4899.368652
	Iteration 22Q: 3 clusters Score -2391122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2391164.500000 Penalty: 4899.368652
	Iteration 23Q: 3 clusters Score -2391164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2391185.250000 Penalty: 4899.368652
	Iteration 24Q: 3 clusters Score -2391185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2391218.250000 Penalty: 4899.368652
	Iteration 25Q: 3 clusters Score -2391218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2391239.750000 Penalty: 4899.368652
	Iteration 26Q: 3 clusters Score -2391240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2391262.500000 Penalty: 4899.368652
	Iteration 27Q: 3 clusters Score -2391262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2391279.250000 Penalty: 4899.368652
	Iteration 28Q: 3 clusters Score -2391279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2391300.500000 Penalty: 4899.368652
	Iteration 29Q: 3 clusters Score -2391300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2391301.750000 Penalty: 4899.368652
	Iteration 30Q: 3 clusters Score -2391302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2391309.750000 Penalty: 4899.368652
	Iteration 31Q: 3 clusters Score -2391310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2391316.250000 Penalty: 4899.368652
	Iteration 32Q: 3 clusters Score -2391316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2391319.750000 Penalty: 4899.368652
	Iteration 33Q: 3 clusters Score -2391320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2391327.750000 Penalty: 4899.368652
	Iteration 34Q: 3 clusters Score -2391328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2391333.250000 Penalty: 4899.368652
	Iteration 35Q: 3 clusters Score -2391333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2391338.000000 Penalty: 4899.368652
	Iteration 36Q: 3 clusters Score -2391338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2391336.500000 Penalty: 4899.368652
	Iteration 37Q: 3 clusters Score -2391336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2391336.500000 Penalty: 4899.368652
	Iteration 38F: 3 clusters Score -2391336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85544.000000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83764.140625 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -83764.14 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84030.492188 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84030.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84099.507812 Penalty: 3297.896240
	Iteration 2Q: 3 clusters Score -84099.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84146.234375 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -84146.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84176.492188 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -84176.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84203.726562 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84203.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84233.382812 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84233.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84242.648438 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84242.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84251.875000 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84251.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84255.835938 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84255.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84259.882812 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84259.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84264.289062 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -84264.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84266.234375 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -84266.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84273.656250 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -84273.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84275.046875 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -84275.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84275.046875 Penalty: 3297.896240
	Iteration 15F: 3 clusters Score -84275.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (173617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173617 members 
Entering Unmasked Estep 
Score: -21342662.000000 Penalty: 2992.022461
	Iteration 0F: 2 clusters Score -2.134266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -21228868.000000 Penalty: 5984.044922
	Iteration 0F: 3 clusters Score -2.122887e+07 nChanged 83153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -21277424.000000 Penalty: 5984.044922
	Iteration 1F: 3 clusters Score -2.127742e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -21278754.000000 Penalty: 5984.044922
	Iteration 2Q: 3 clusters Score -2.127875e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -21280730.000000 Penalty: 5984.044922
	Iteration 3Q: 3 clusters Score -2.128073e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -21284246.000000 Penalty: 5984.044922
	Iteration 4Q: 3 clusters Score -2.128425e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 117511 members 
Entering Unmasked Estep 
Score: -21290636.000000 Penalty: 5984.044922
	Iteration 5F: 3 clusters Score -2.129064e+07 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 131622 members 
Entering Unmasked Estep 
Score: -21301692.000000 Penalty: 5984.044922
	Iteration 6F: 3 clusters Score -2.130169e+07 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 148199 members 
Entering Unmasked Estep 
Score: -21317300.000000 Penalty: 5984.044922
	Iteration 7F: 3 clusters Score -2.13173e+07 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 162070 members 
Entering Unmasked Estep 
Score: -21330602.000000 Penalty: 5984.044922
	Iteration 8F: 3 clusters Score -2.13306e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -21337334.000000 Penalty: 5984.044922
	Iteration 9Q: 3 clusters Score -2.133733e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 172404 members 
Entering Unmasked Estep 
Score: -21339210.000000 Penalty: 5984.044922
	Iteration 10Q: 3 clusters Score -2.133921e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 173077 members 
Entering Unmasked Estep 
Score: -21339784.000000 Penalty: 5984.044922
	Iteration 11Q: 3 clusters Score -2.133978e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -21339948.000000 Penalty: 5984.044922
	Iteration 12Q: 3 clusters Score -2.133995e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -21340014.000000 Penalty: 5984.044922
	Iteration 13Q: 3 clusters Score -2.134001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 173308 members 
Entering Unmasked Estep 
Score: -21340038.000000 Penalty: 5984.044922
	Iteration 14Q: 3 clusters Score -2.134004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 173317 members 
Entering Unmasked Estep 
Score: -21340084.000000 Penalty: 5984.044922
	Iteration 15Q: 3 clusters Score -2.134008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 173327 members 
Entering Unmasked Estep 
Score: -21340108.000000 Penalty: 5984.044922
	Iteration 16Q: 3 clusters Score -2.134011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 173333 members 
Entering Unmasked Estep 
Score: -21340106.000000 Penalty: 5984.044922
	Iteration 17Q: 3 clusters Score -2.134011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 173337 members 
Entering Unmasked Estep 
Score: -21340140.000000 Penalty: 5984.044922
	Iteration 18Q: 3 clusters Score -2.134014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -21340136.000000 Penalty: 5984.044922
	Iteration 19Q: 3 clusters Score -2.134014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -21340140.000000 Penalty: 5984.044922
	Iteration 20F: 3 clusters Score -2.134014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 173337 members 
Entering Unmasked Estep 
Score: -21340150.000000 Penalty: 5984.044922
	Iteration 21Q: 3 clusters Score -2.134015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -21340148.000000 Penalty: 5984.044922
	Iteration 22Q: 3 clusters Score -2.134015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 173337 members 
Entering Unmasked Estep 
Score: -21340150.000000 Penalty: 5984.044922
	Iteration 23Q: 3 clusters Score -2.134015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -21340152.000000 Penalty: 5984.044922
	Iteration 24Q: 3 clusters Score -2.134015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -21340152.000000 Penalty: 5984.044922
	Iteration 25F: 3 clusters Score -2.134015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 45268 members 
Mstep: Class 4 contains 181463 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 20082 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 11642 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 55742 members 
Mstep: Class 11 contains 5465 members 
Mstep: Class 12 contains 170156 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 8871 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 17320 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178298 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33689 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251512.000000 Penalty: 96178.070312
Iteration 279Q: 29 clusters Score -1.242515e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 45278 members 
Mstep: Class 4 contains 181503 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 12 contains 170160 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 8875 members 
Mstep: Class 16 contains 14452 members 
Mstep: Class 17 contains 17316 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 178208 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 33692 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251632.000000 Penalty: 96178.070312
Iteration 280F: 29 clusters Score -1.242516e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 45284 members 
Mstep: Class 4 contains 181536 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11621 members 
Mstep: Class 9 contains 15374 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 170158 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 8881 members 
Mstep: Class 16 contains 14454 members 
Mstep: Class 17 contains 17314 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 178138 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 33695 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251656.000000 Penalty: 96178.070312
Iteration 281Q: 29 clusters Score -1.242517e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 181547 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 20207 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 9 contains 15376 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 170160 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 8891 members 
Mstep: Class 16 contains 14458 members 
Mstep: Class 17 contains 17311 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 178067 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33695 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251480.000000 Penalty: 96178.070312
Iteration 282Q: 29 clusters Score -1.242515e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 181565 members 
Mstep: Class 5 contains 29095 members 
Mstep: Class 6 contains 20253 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11606 members 
Mstep: Class 9 contains 15381 members 
Mstep: Class 10 contains 55741 members 
Mstep: Class 11 contains 5472 members 
Mstep: Class 12 contains 170158 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 8898 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 17309 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 177985 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 33693 members 
Mstep: Class 27 contains 19492 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251624.000000 Penalty: 96178.070312
Iteration 283Q: 29 clusters Score -1.242516e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45308 members 
Mstep: Class 4 contains 181622 members 
Mstep: Class 5 contains 29094 members 
Mstep: Class 6 contains 20309 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11600 members 
Mstep: Class 9 contains 15389 members 
Mstep: Class 10 contains 55743 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 170155 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 8903 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 17309 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 177871 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 33695 members 
Mstep: Class 27 contains 19493 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251688.000000 Penalty: 96178.070312
Iteration 284Q: 29 clusters Score -1.242517e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 45315 members 
Mstep: Class 4 contains 181698 members 
Mstep: Class 5 contains 29091 members 
Mstep: Class 6 contains 20363 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 11593 members 
Mstep: Class 9 contains 15397 members 
Mstep: Class 10 contains 55744 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 170160 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 8907 members 
Mstep: Class 16 contains 14471 members 
Mstep: Class 17 contains 17309 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 177767 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33697 members 
Mstep: Class 27 contains 19493 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251584.000000 Penalty: 96178.070312
Iteration 285Q: 29 clusters Score -1.242516e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 45332 members 
Mstep: Class 4 contains 181738 members 
Mstep: Class 5 contains 29087 members 
Mstep: Class 6 contains 20413 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 11593 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 55745 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 170161 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 8911 members 
Mstep: Class 16 contains 14472 members 
Mstep: Class 17 contains 17308 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 177661 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 33701 members 
Mstep: Class 27 contains 19493 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251560.000000 Penalty: 96178.070312
Iteration 286Q: 29 clusters Score -1.242516e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 181777 members 
Mstep: Class 5 contains 29086 members 
Mstep: Class 6 contains 20457 members 
Mstep: Class 7 contains 5856 members 
Mstep: Class 8 contains 11585 members 
Mstep: Class 9 contains 15404 members 
Mstep: Class 10 contains 55746 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 170159 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 8920 members 
Mstep: Class 16 contains 14473 members 
Mstep: Class 17 contains 17303 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 177561 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33703 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251544.000000 Penalty: 96178.070312
Iteration 287Q: 29 clusters Score -1.242515e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 45336 members 
Mstep: Class 4 contains 181821 members 
Mstep: Class 5 contains 29085 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 11581 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 10 contains 55748 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 170163 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 8926 members 
Mstep: Class 16 contains 14471 members 
Mstep: Class 17 contains 17307 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 177456 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 33710 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251552.000000 Penalty: 96178.070312
Iteration 288Q: 29 clusters Score -1.242516e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 45336 members 
Mstep: Class 4 contains 181855 members 
Mstep: Class 5 contains 29085 members 
Mstep: Class 6 contains 20550 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11581 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5472 members 
Mstep: Class 12 contains 170159 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 8929 members 
Mstep: Class 16 contains 14472 members 
Mstep: Class 17 contains 17311 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 177339 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 33711 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251504.000000 Penalty: 96178.070312
Iteration 289Q: 29 clusters Score -1.242515e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45342 members 
Mstep: Class 4 contains 181863 members 
Mstep: Class 5 contains 29085 members 
Mstep: Class 6 contains 20602 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11583 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 12 contains 170157 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 8936 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 17 contains 17312 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 177231 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 33717 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251808.000000 Penalty: 96178.070312
Iteration 290Q: 29 clusters Score -1.242518e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45348 members 
Mstep: Class 4 contains 181902 members 
Mstep: Class 5 contains 29083 members 
Mstep: Class 6 contains 20627 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11580 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 170160 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 8947 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 17311 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 177116 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 33720 members 
Mstep: Class 27 contains 19493 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251776.000000 Penalty: 96178.070312
Iteration 291Q: 29 clusters Score -1.242518e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45355 members 
Mstep: Class 4 contains 181936 members 
Mstep: Class 5 contains 29083 members 
Mstep: Class 6 contains 20657 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11578 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 170163 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 8959 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17312 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 176996 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 33724 members 
Mstep: Class 27 contains 19493 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251856.000000 Penalty: 96178.070312
Iteration 292Q: 29 clusters Score -1.242519e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45358 members 
Mstep: Class 4 contains 181976 members 
Mstep: Class 5 contains 29083 members 
Mstep: Class 6 contains 20690 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11584 members 
Mstep: Class 9 contains 15421 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 170162 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 8980 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 17317 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 176886 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 33725 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252040.000000 Penalty: 96178.070312
Iteration 293Q: 29 clusters Score -1.24252e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45378 members 
Mstep: Class 4 contains 182024 members 
Mstep: Class 5 contains 29084 members 
Mstep: Class 6 contains 20730 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11580 members 
Mstep: Class 9 contains 15424 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 170170 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 17317 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 176776 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 33727 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251904.000000 Penalty: 96178.070312
Iteration 294Q: 29 clusters Score -1.242519e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 45393 members 
Mstep: Class 4 contains 182029 members 
Mstep: Class 5 contains 29085 members 
Mstep: Class 6 contains 20761 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11579 members 
Mstep: Class 9 contains 15426 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 170164 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17312 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12575 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 176687 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 33728 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252040.000000 Penalty: 96178.070312
Iteration 295Q: 29 clusters Score -1.24252e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 45391 members 
Mstep: Class 4 contains 182058 members 
Mstep: Class 5 contains 29086 members 
Mstep: Class 6 contains 20800 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 15431 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 170163 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 9038 members 
Mstep: Class 16 contains 14475 members 
Mstep: Class 17 contains 17307 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12574 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 176577 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 33730 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252144.000000 Penalty: 96178.070312
Iteration 296Q: 29 clusters Score -1.242521e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45390 members 
Mstep: Class 4 contains 182139 members 
Mstep: Class 5 contains 29085 members 
Mstep: Class 6 contains 20850 members 
Mstep: Class 7 contains 5861 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 15432 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 170165 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17299 members 
Mstep: Class 18 contains 3508 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 176445 members 
Mstep: Class 25 contains 6690 members 
Mstep: Class 26 contains 33731 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252256.000000 Penalty: 96178.070312
Iteration 297Q: 29 clusters Score -1.242523e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45389 members 
Mstep: Class 4 contains 182203 members 
Mstep: Class 5 contains 29084 members 
Mstep: Class 6 contains 20898 members 
Mstep: Class 7 contains 5861 members 
Mstep: Class 8 contains 11553 members 
Mstep: Class 9 contains 15434 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 170167 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 14480 members 
Mstep: Class 17 contains 17294 members 
Mstep: Class 18 contains 3508 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 176318 members 
Mstep: Class 25 contains 6689 members 
Mstep: Class 26 contains 33735 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252392.000000 Penalty: 96178.070312
Iteration 298Q: 29 clusters Score -1.242524e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 45390 members 
Mstep: Class 4 contains 182233 members 
Mstep: Class 5 contains 29086 members 
Mstep: Class 6 contains 20946 members 
Mstep: Class 7 contains 5861 members 
Mstep: Class 8 contains 11543 members 
Mstep: Class 9 contains 15438 members 
Mstep: Class 10 contains 55749 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 170172 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 17288 members 
Mstep: Class 18 contains 3508 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 176237 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 33743 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252600.000000 Penalty: 96178.070312
Iteration 299Q: 29 clusters Score -1.242526e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45396 members 
Mstep: Class 4 contains 182257 members 
Mstep: Class 5 contains 29086 members 
Mstep: Class 6 contains 20991 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11535 members 
Mstep: Class 9 contains 15440 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 5489 members 
Mstep: Class 12 contains 170173 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 17287 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 176165 members 
Mstep: Class 25 contains 6680 members 
Mstep: Class 26 contains 33750 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252744.000000 Penalty: 96178.070312
Iteration 300F: 29 clusters Score -1.242527e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45408 members 
Mstep: Class 4 contains 182286 members 
Mstep: Class 5 contains 29085 members 
Mstep: Class 6 contains 21045 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 11531 members 
Mstep: Class 9 contains 15446 members 
Mstep: Class 10 contains 55752 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 170186 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 9090 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17285 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 176087 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 33753 members 
Mstep: Class 27 contains 19494 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252576.000000 Penalty: 96178.070312
Iteration 301Q: 29 clusters Score -1.242526e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45415 members 
Mstep: Class 4 contains 182282 members 
Mstep: Class 5 contains 29084 members 
Mstep: Class 6 contains 21095 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11524 members 
Mstep: Class 9 contains 15448 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 170190 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17285 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 176037 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 33759 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252448.000000 Penalty: 96178.070312
Iteration 302Q: 29 clusters Score -1.242524e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45427 members 
Mstep: Class 4 contains 182287 members 
Mstep: Class 5 contains 29086 members 
Mstep: Class 6 contains 21151 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11510 members 
Mstep: Class 9 contains 15449 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5489 members 
Mstep: Class 12 contains 170197 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 9109 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 17285 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 175987 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 33766 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252568.000000 Penalty: 96178.070312
Iteration 303Q: 29 clusters Score -1.242526e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 45433 members 
Mstep: Class 4 contains 182325 members 
Mstep: Class 5 contains 29083 members 
Mstep: Class 6 contains 21206 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 11500 members 
Mstep: Class 9 contains 15452 members 
Mstep: Class 10 contains 55752 members 
Mstep: Class 11 contains 5490 members 
Mstep: Class 12 contains 170201 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 9121 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 17284 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 175919 members 
Mstep: Class 25 contains 6680 members 
Mstep: Class 26 contains 33772 members 
Mstep: Class 27 contains 19495 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252640.000000 Penalty: 96178.070312
Iteration 304Q: 29 clusters Score -1.242526e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45435 members 
Mstep: Class 4 contains 182369 members 
Mstep: Class 5 contains 29084 members 
Mstep: Class 6 contains 21256 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 15454 members 
Mstep: Class 10 contains 55752 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 170205 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 9130 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12575 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 175847 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 33777 members 
Mstep: Class 27 contains 19496 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252648.000000 Penalty: 96178.070312
Iteration 305Q: 29 clusters Score -1.242526e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 45433 members 
Mstep: Class 4 contains 182398 members 
Mstep: Class 5 contains 29083 members 
Mstep: Class 6 contains 21301 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 15456 members 
Mstep: Class 10 contains 55752 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 170205 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 9142 members 
Mstep: Class 16 contains 14489 members 
Mstep: Class 17 contains 17271 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 22 contains 12573 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 175784 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 33780 members 
Mstep: Class 27 contains 19497 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252576.000000 Penalty: 96178.070312
Iteration 306Q: 29 clusters Score -1.242526e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 45430 members 
Mstep: Class 4 contains 182442 members 
Mstep: Class 5 contains 29084 members 
Mstep: Class 6 contains 21332 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 15461 members 
Mstep: Class 10 contains 55752 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 170198 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17268 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12573 members 
Mstep: Class 23 contains 9827 members 
Mstep: Class 24 contains 175725 members 
Mstep: Class 25 contains 6677 members 
Mstep: Class 26 contains 33785 members 
Mstep: Class 27 contains 19498 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252536.000000 Penalty: 96178.070312
Iteration 307Q: 29 clusters Score -1.242525e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 45438 members 
Mstep: Class 4 contains 182511 members 
Mstep: Class 5 contains 29084 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11471 members 
Mstep: Class 9 contains 15464 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 170196 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 9168 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17266 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12572 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175654 members 
Mstep: Class 25 contains 6674 members 
Mstep: Class 26 contains 33790 members 
Mstep: Class 27 contains 19498 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252504.000000 Penalty: 96178.070312
Iteration 308Q: 29 clusters Score -1.242525e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 45445 members 
Mstep: Class 4 contains 182543 members 
Mstep: Class 5 contains 29083 members 
Mstep: Class 6 contains 21404 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11463 members 
Mstep: Class 9 contains 15474 members 
Mstep: Class 10 contains 55755 members 
Mstep: Class 11 contains 5502 members 
Mstep: Class 12 contains 170196 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 9174 members 
Mstep: Class 16 contains 14483 members 
Mstep: Class 17 contains 17266 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12572 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175611 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33794 members 
Mstep: Class 27 contains 19498 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252536.000000 Penalty: 96178.070312
Iteration 309Q: 29 clusters Score -1.242525e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 45457 members 
Mstep: Class 4 contains 182580 members 
Mstep: Class 5 contains 29083 members 
Mstep: Class 6 contains 21416 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11459 members 
Mstep: Class 9 contains 15475 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 170197 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 9179 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 17263 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12574 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175569 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33795 members 
Mstep: Class 27 contains 19498 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252424.000000 Penalty: 96178.070312
Iteration 310Q: 29 clusters Score -1.242524e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 45461 members 
Mstep: Class 4 contains 182615 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21438 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11456 members 
Mstep: Class 9 contains 15477 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 170195 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17266 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12575 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175519 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33797 members 
Mstep: Class 27 contains 19498 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252512.000000 Penalty: 96178.070312
Iteration 311Q: 29 clusters Score -1.242525e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 45461 members 
Mstep: Class 4 contains 182651 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21461 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11448 members 
Mstep: Class 9 contains 15481 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5515 members 
Mstep: Class 12 contains 170193 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9192 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17264 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175466 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33799 members 
Mstep: Class 27 contains 19499 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252608.000000 Penalty: 96178.070312
Iteration 312Q: 29 clusters Score -1.242526e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 45458 members 
Mstep: Class 4 contains 182686 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21488 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11443 members 
Mstep: Class 9 contains 15484 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 170192 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9199 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 17264 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175413 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33802 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252584.000000 Penalty: 96178.070312
Iteration 313Q: 29 clusters Score -1.242526e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 45459 members 
Mstep: Class 4 contains 182707 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21512 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11436 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 170194 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9204 members 
Mstep: Class 16 contains 14480 members 
Mstep: Class 17 contains 17264 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175385 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33805 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252792.000000 Penalty: 96178.070312
Iteration 314Q: 29 clusters Score -1.242528e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 45462 members 
Mstep: Class 4 contains 182713 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21541 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11427 members 
Mstep: Class 9 contains 15489 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 170195 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9210 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 17267 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175346 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33806 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252824.000000 Penalty: 96178.070312
Iteration 315Q: 29 clusters Score -1.242528e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 45467 members 
Mstep: Class 4 contains 182732 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21561 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11424 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5527 members 
Mstep: Class 12 contains 170192 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9217 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17269 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175315 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33810 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252848.000000 Penalty: 96178.070312
Iteration 316Q: 29 clusters Score -1.242528e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 45474 members 
Mstep: Class 4 contains 182757 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21580 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11424 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 170187 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17268 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175280 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33813 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252856.000000 Penalty: 96178.070312
Iteration 317Q: 29 clusters Score -1.242529e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 45477 members 
Mstep: Class 4 contains 182760 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21587 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11422 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 170183 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9221 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17267 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175260 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33815 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252872.000000 Penalty: 96178.070312
Iteration 318Q: 29 clusters Score -1.242529e+08 nChanged 164
Entering ConstructFrom: 
Score: -124252872.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -137172.671875 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -137172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135108.375000 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -135108.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135491.609375 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -135491.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135629.671875 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -135629.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135713.046875 Penalty: 3541.664551
	Iteration 3Q: 3 clusters Score -135713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135806.015625 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -135806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135893.656250 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -135893.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135972.796875 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -135972.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136031.250000 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -136031.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136065.687500 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -136065.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136100.421875 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -136100.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136138.171875 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -136138.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136172.421875 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -136172.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136208.828125 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -136208.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136236.046875 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -136236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136259.046875 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -136259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136279.625000 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -136279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136314.921875 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -136314.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136349.546875 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -136349.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136387.453125 Penalty: 3541.664551
	Iteration 18Q: 3 clusters Score -136387.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136443.484375 Penalty: 3541.664551
	Iteration 19Q: 3 clusters Score -136443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136502.296875 Penalty: 3541.664551
	Iteration 20F: 3 clusters Score -136502.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136549.859375 Penalty: 3541.664551
	Iteration 21Q: 3 clusters Score -136549.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136588.437500 Penalty: 3541.664551
	Iteration 22Q: 3 clusters Score -136588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136627.156250 Penalty: 3541.664551
	Iteration 23Q: 3 clusters Score -136627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -136691.687500 Penalty: 3541.664551
	Iteration 24Q: 3 clusters Score -136691.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -136826.125000 Penalty: 3541.664551
	Iteration 25Q: 3 clusters Score -136826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136898.562500 Penalty: 3541.664551
	Iteration 26Q: 3 clusters Score -136898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136909.078125 Penalty: 3541.664551
	Iteration 27Q: 3 clusters Score -136909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136912.734375 Penalty: 3541.664551
	Iteration 28Q: 3 clusters Score -136912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136915.843750 Penalty: 3541.664551
	Iteration 29Q: 3 clusters Score -136915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136917.812500 Penalty: 3541.664551
	Iteration 30Q: 3 clusters Score -136917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136917.812500 Penalty: 3541.664551
	Iteration 31F: 3 clusters Score -136917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -593873.875000 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -593873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -589212.125000 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -589212.1 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -590505.187500 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -590505.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -590851.937500 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -590851.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -591101.687500 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -591101.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -591275.062500 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -591275.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -591436.625000 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -591436.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -591563.312500 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -591563.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -591678.312500 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -591678.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -591766.062500 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -591766.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -591830.437500 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -591830.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -591898.000000 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -591898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -591948.250000 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -591948.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -591997.250000 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -591997.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -592035.187500 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -592035.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -592072.312500 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -592072.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -592110.937500 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -592110.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -592153.687500 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -592153.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -592188.687500 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -592188.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -592229.250000 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -592229.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -592263.437500 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -592263.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -592296.187500 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -592296.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -592322.687500 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -592322.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -592349.500000 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -592349.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -592374.937500 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -592374.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -592405.250000 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -592405.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -592447.875000 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -592447.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -592491.437500 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -592491.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -592513.250000 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -592513.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -592536.000000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -592536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -592558.750000 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -592558.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -592574.000000 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -592574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -592578.250000 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -592578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -592582.375000 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -592582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -592585.625000 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -592585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -592588.625000 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -592588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -592590.625000 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -592590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -592590.250000 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -592590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -592591.125000 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -592591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -592593.062500 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -592593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -592593.062500 Penalty: 4246.550293
	Iteration 39F: 3 clusters Score -592593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Entering Unmasked Estep 
Score: -5383745.500000 Penalty: 2659.806885
	Iteration 0F: 2 clusters Score -5383746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -5353039.500000 Penalty: 5319.613770
	Iteration 0F: 3 clusters Score -5353040 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -5364569.000000 Penalty: 5319.613770
	Iteration 1F: 3 clusters Score -5364569 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -5365200.500000 Penalty: 5319.613770
	Iteration 2Q: 3 clusters Score -5365200 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -5365960.000000 Penalty: 5319.613770
	Iteration 3Q: 3 clusters Score -5365960 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -5367006.000000 Penalty: 5319.613770
	Iteration 4F: 3 clusters Score -5367006 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5368751.500000 Penalty: 5319.613770
	Iteration 5F: 3 clusters Score -5368752 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5371285.500000 Penalty: 5319.613770
	Iteration 6F: 3 clusters Score -5371286 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5374608.000000 Penalty: 5319.613770
	Iteration 7F: 3 clusters Score -5374608 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -5377855.500000 Penalty: 5319.613770
	Iteration 8F: 3 clusters Score -5377856 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -5379990.500000 Penalty: 5319.613770
	Iteration 9Q: 3 clusters Score -5379990 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5380957.000000 Penalty: 5319.613770
	Iteration 10Q: 3 clusters Score -5380957 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5381301.000000 Penalty: 5319.613770
	Iteration 11Q: 3 clusters Score -5381301 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -5381470.500000 Penalty: 5319.613770
	Iteration 12Q: 3 clusters Score -5381470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -5381550.500000 Penalty: 5319.613770
	Iteration 13Q: 3 clusters Score -5381550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -5381579.000000 Penalty: 5319.613770
	Iteration 14Q: 3 clusters Score -5381579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -5381603.500000 Penalty: 5319.613770
	Iteration 15Q: 3 clusters Score -5381604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -5381619.000000 Penalty: 5319.613770
	Iteration 16Q: 3 clusters Score -5381619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -5381641.000000 Penalty: 5319.613770
	Iteration 17Q: 3 clusters Score -5381641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5381664.000000 Penalty: 5319.613770
	Iteration 18Q: 3 clusters Score -5381664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5381671.500000 Penalty: 5319.613770
	Iteration 19Q: 3 clusters Score -5381672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5381680.500000 Penalty: 5319.613770
	Iteration 20F: 3 clusters Score -5381680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -5381691.500000 Penalty: 5319.613770
	Iteration 21Q: 3 clusters Score -5381692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5381692.500000 Penalty: 5319.613770
	Iteration 22Q: 3 clusters Score -5381692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5381696.500000 Penalty: 5319.613770
	Iteration 23Q: 3 clusters Score -5381696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5381700.500000 Penalty: 5319.613770
	Iteration 24Q: 3 clusters Score -5381700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5381709.000000 Penalty: 5319.613770
	Iteration 25Q: 3 clusters Score -5381709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -5381708.000000 Penalty: 5319.613770
	Iteration 26Q: 3 clusters Score -5381708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5381712.000000 Penalty: 5319.613770
	Iteration 27Q: 3 clusters Score -5381712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5381712.000000 Penalty: 5319.613770
	Iteration 28F: 3 clusters Score -5381712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182749 members 
Entering Unmasked Estep 
Score: -22786804.000000 Penalty: 3004.735352
	Iteration 0F: 2 clusters Score -2.27868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -22669094.000000 Penalty: 6009.470703
	Iteration 0F: 3 clusters Score -2.266909e+07 nChanged 87719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -22721174.000000 Penalty: 6009.470703
	Iteration 1F: 3 clusters Score -2.272117e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -22723156.000000 Penalty: 6009.470703
	Iteration 2Q: 3 clusters Score -2.272316e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -22726090.000000 Penalty: 6009.470703
	Iteration 3Q: 3 clusters Score -2.272609e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 109943 members 
Entering Unmasked Estep 
Score: -22730656.000000 Penalty: 6009.470703
	Iteration 4F: 3 clusters Score -2.273066e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -22737186.000000 Penalty: 6009.470703
	Iteration 5F: 3 clusters Score -2.273719e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -22744936.000000 Penalty: 6009.470703
	Iteration 6F: 3 clusters Score -2.274494e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 139363 members 
Entering Unmasked Estep 
Score: -22752930.000000 Penalty: 6009.470703
	Iteration 7F: 3 clusters Score -2.275293e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -22760790.000000 Penalty: 6009.470703
	Iteration 8F: 3 clusters Score -2.276079e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 160075 members 
Entering Unmasked Estep 
Score: -22767820.000000 Penalty: 6009.470703
	Iteration 9F: 3 clusters Score -2.276782e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 168757 members 
Entering Unmasked Estep 
Score: -22774208.000000 Penalty: 6009.470703
	Iteration 10Q: 3 clusters Score -2.277421e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -22779100.000000 Penalty: 6009.470703
	Iteration 11Q: 3 clusters Score -2.27791e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 179505 members 
Entering Unmasked Estep 
Score: -22782026.000000 Penalty: 6009.470703
	Iteration 12Q: 3 clusters Score -2.278203e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 181378 members 
Entering Unmasked Estep 
Score: -22783244.000000 Penalty: 6009.470703
	Iteration 13Q: 3 clusters Score -2.278324e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -22783732.000000 Penalty: 6009.470703
	Iteration 14Q: 3 clusters Score -2.278373e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 182251 members 
Entering Unmasked Estep 
Score: -22783862.000000 Penalty: 6009.470703
	Iteration 15Q: 3 clusters Score -2.278386e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 182340 members 
Entering Unmasked Estep 
Score: -22784002.000000 Penalty: 6009.470703
	Iteration 16Q: 3 clusters Score -2.2784e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 182374 members 
Entering Unmasked Estep 
Score: -22784068.000000 Penalty: 6009.470703
	Iteration 17Q: 3 clusters Score -2.278407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 182395 members 
Entering Unmasked Estep 
Score: -22784094.000000 Penalty: 6009.470703
	Iteration 18Q: 3 clusters Score -2.278409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 182407 members 
Entering Unmasked Estep 
Score: -22784134.000000 Penalty: 6009.470703
	Iteration 19Q: 3 clusters Score -2.278413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182421 members 
Entering Unmasked Estep 
Score: -22784152.000000 Penalty: 6009.470703
	Iteration 20F: 3 clusters Score -2.278415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
Score: -22784184.000000 Penalty: 6009.470703
	Iteration 21Q: 3 clusters Score -2.278418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 182432 members 
Entering Unmasked Estep 
Score: -22784190.000000 Penalty: 6009.470703
	Iteration 22Q: 3 clusters Score -2.278419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 182434 members 
Entering Unmasked Estep 
Score: -22784192.000000 Penalty: 6009.470703
	Iteration 23Q: 3 clusters Score -2.278419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 182436 members 
Entering Unmasked Estep 
Score: -22784198.000000 Penalty: 6009.470703
	Iteration 24Q: 3 clusters Score -2.27842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 182439 members 
Entering Unmasked Estep 
Score: -22784204.000000 Penalty: 6009.470703
	Iteration 25Q: 3 clusters Score -2.27842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 182441 members 
Entering Unmasked Estep 
Score: -22784202.000000 Penalty: 6009.470703
	Iteration 26Q: 3 clusters Score -2.27842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 182441 members 
Entering Unmasked Estep 
Score: -22784204.000000 Penalty: 6009.470703
	Iteration 27Q: 3 clusters Score -2.27842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 182444 members 
Entering Unmasked Estep 
Score: -22784208.000000 Penalty: 6009.470703
	Iteration 28Q: 3 clusters Score -2.278421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 182445 members 
Entering Unmasked Estep 
Score: -22784216.000000 Penalty: 6009.470703
	Iteration 29Q: 3 clusters Score -2.278422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 182445 members 
Entering Unmasked Estep 
Score: -22784222.000000 Penalty: 6009.470703
	Iteration 30Q: 3 clusters Score -2.278422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 182445 members 
Entering Unmasked Estep 
Score: -22784222.000000 Penalty: 6009.470703
	Iteration 31F: 3 clusters Score -2.278422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Entering Unmasked Estep 
Score: -3575667.750000 Penalty: 2548.904541
	Iteration 0F: 2 clusters Score -3575668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3555720.750000 Penalty: 5097.809082
	Iteration 0F: 3 clusters Score -3555721 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3562839.500000 Penalty: 5097.809082
	Iteration 1F: 3 clusters Score -3562840 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3563351.000000 Penalty: 5097.809082
	Iteration 2F: 3 clusters Score -3563351 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3563842.000000 Penalty: 5097.809082
	Iteration 3Q: 3 clusters Score -3563842 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3564327.000000 Penalty: 5097.809082
	Iteration 4Q: 3 clusters Score -3564327 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3564906.000000 Penalty: 5097.809082
	Iteration 5Q: 3 clusters Score -3564906 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3565585.750000 Penalty: 5097.809082
	Iteration 6Q: 3 clusters Score -3565586 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3566470.500000 Penalty: 5097.809082
	Iteration 7F: 3 clusters Score -3566470 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3567702.250000 Penalty: 5097.809082
	Iteration 8F: 3 clusters Score -3567702 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3569114.000000 Penalty: 5097.809082
	Iteration 9F: 3 clusters Score -3569114 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3570520.000000 Penalty: 5097.809082
	Iteration 10F: 3 clusters Score -3570520 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3571641.000000 Penalty: 5097.809082
	Iteration 11Q: 3 clusters Score -3571641 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3572383.000000 Penalty: 5097.809082
	Iteration 12Q: 3 clusters Score -3572383 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3572869.750000 Penalty: 5097.809082
	Iteration 13Q: 3 clusters Score -3572870 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3573104.500000 Penalty: 5097.809082
	Iteration 14Q: 3 clusters Score -3573104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3573247.250000 Penalty: 5097.809082
	Iteration 15Q: 3 clusters Score -3573247 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3573336.750000 Penalty: 5097.809082
	Iteration 16Q: 3 clusters Score -3573337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3573383.250000 Penalty: 5097.809082
	Iteration 17Q: 3 clusters Score -3573383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3573397.250000 Penalty: 5097.809082
	Iteration 18Q: 3 clusters Score -3573397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3573419.250000 Penalty: 5097.809082
	Iteration 19Q: 3 clusters Score -3573419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3573427.250000 Penalty: 5097.809082
	Iteration 20F: 3 clusters Score -3573427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3573432.250000 Penalty: 5097.809082
	Iteration 21Q: 3 clusters Score -3573432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3573442.000000 Penalty: 5097.809082
	Iteration 22Q: 3 clusters Score -3573442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3573447.000000 Penalty: 5097.809082
	Iteration 23Q: 3 clusters Score -3573447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3573451.750000 Penalty: 5097.809082
	Iteration 24Q: 3 clusters Score -3573452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3573455.000000 Penalty: 5097.809082
	Iteration 25Q: 3 clusters Score -3573455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3573457.500000 Penalty: 5097.809082
	Iteration 26Q: 3 clusters Score -3573458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3573463.000000 Penalty: 5097.809082
	Iteration 27Q: 3 clusters Score -3573463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3573461.750000 Penalty: 5097.809082
	Iteration 28Q: 3 clusters Score -3573462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3573465.250000 Penalty: 5097.809082
	Iteration 29Q: 3 clusters Score -3573465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3573467.500000 Penalty: 5097.809082
	Iteration 30Q: 3 clusters Score -3573468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3573468.750000 Penalty: 5097.809082
	Iteration 31Q: 3 clusters Score -3573469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3573470.250000 Penalty: 5097.809082
	Iteration 32Q: 3 clusters Score -3573470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3573470.250000 Penalty: 5097.809082
	Iteration 33F: 3 clusters Score -3573470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Entering Unmasked Estep 
Score: -2546849.250000 Penalty: 2475.151367
	Iteration 0F: 2 clusters Score -2546849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2531677.250000 Penalty: 4950.302734
	Iteration 0F: 3 clusters Score -2531677 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2536939.750000 Penalty: 4950.302734
	Iteration 1F: 3 clusters Score -2536940 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2537486.500000 Penalty: 4950.302734
	Iteration 2F: 3 clusters Score -2537486 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2538070.250000 Penalty: 4950.302734
	Iteration 3F: 3 clusters Score -2538070 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2538743.000000 Penalty: 4950.302734
	Iteration 4F: 3 clusters Score -2538743 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2539539.500000 Penalty: 4950.302734
	Iteration 5F: 3 clusters Score -2539540 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2540460.500000 Penalty: 4950.302734
	Iteration 6F: 3 clusters Score -2540460 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2541428.500000 Penalty: 4950.302734
	Iteration 7F: 3 clusters Score -2541428 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2542238.750000 Penalty: 4950.302734
	Iteration 8Q: 3 clusters Score -2542239 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2542865.500000 Penalty: 4950.302734
	Iteration 9Q: 3 clusters Score -2542866 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2543281.250000 Penalty: 4950.302734
	Iteration 10Q: 3 clusters Score -2543281 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2543594.750000 Penalty: 4950.302734
	Iteration 11Q: 3 clusters Score -2543595 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2543858.500000 Penalty: 4950.302734
	Iteration 12Q: 3 clusters Score -2543858 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2544031.250000 Penalty: 4950.302734
	Iteration 13Q: 3 clusters Score -2544031 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2544147.500000 Penalty: 4950.302734
	Iteration 14Q: 3 clusters Score -2544148 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2544245.000000 Penalty: 4950.302734
	Iteration 15Q: 3 clusters Score -2544245 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2544329.000000 Penalty: 4950.302734
	Iteration 16Q: 3 clusters Score -2544329 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2544381.250000 Penalty: 4950.302734
	Iteration 17Q: 3 clusters Score -2544381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2544441.250000 Penalty: 4950.302734
	Iteration 18Q: 3 clusters Score -2544441 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2544495.000000 Penalty: 4950.302734
	Iteration 19Q: 3 clusters Score -2544495 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2544546.750000 Penalty: 4950.302734
	Iteration 20F: 3 clusters Score -2544547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2544582.750000 Penalty: 4950.302734
	Iteration 21Q: 3 clusters Score -2544583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2544608.000000 Penalty: 4950.302734
	Iteration 22Q: 3 clusters Score -2544608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2544639.000000 Penalty: 4950.302734
	Iteration 23Q: 3 clusters Score -2544639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2544659.500000 Penalty: 4950.302734
	Iteration 24Q: 3 clusters Score -2544660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2544676.250000 Penalty: 4950.302734
	Iteration 25Q: 3 clusters Score -2544676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2544700.000000 Penalty: 4950.302734
	Iteration 26Q: 3 clusters Score -2544700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2544719.250000 Penalty: 4950.302734
	Iteration 27Q: 3 clusters Score -2544719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2544738.250000 Penalty: 4950.302734
	Iteration 28Q: 3 clusters Score -2544738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2544754.500000 Penalty: 4950.302734
	Iteration 29Q: 3 clusters Score -2544754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2544763.000000 Penalty: 4950.302734
	Iteration 30Q: 3 clusters Score -2544763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2544771.000000 Penalty: 4950.302734
	Iteration 31Q: 3 clusters Score -2544771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2544781.500000 Penalty: 4950.302734
	Iteration 32Q: 3 clusters Score -2544782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2544795.500000 Penalty: 4950.302734
	Iteration 33Q: 3 clusters Score -2544796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2544807.750000 Penalty: 4950.302734
	Iteration 34Q: 3 clusters Score -2544808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2544815.250000 Penalty: 4950.302734
	Iteration 35Q: 3 clusters Score -2544815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2544823.000000 Penalty: 4950.302734
	Iteration 36Q: 3 clusters Score -2544823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2544827.250000 Penalty: 4950.302734
	Iteration 37Q: 3 clusters Score -2544827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2544827.750000 Penalty: 4950.302734
	Iteration 38Q: 3 clusters Score -2544828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2544830.000000 Penalty: 4950.302734
	Iteration 39Q: 3 clusters Score -2544830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2544831.250000 Penalty: 4950.302734
	Iteration 40F: 3 clusters Score -2544831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2544833.750000 Penalty: 4950.302734
	Iteration 41Q: 3 clusters Score -2544834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2544830.750000 Penalty: 4950.302734
	Iteration 42Q: 3 clusters Score -2544831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2544832.500000 Penalty: 4950.302734
	Iteration 43Q: 3 clusters Score -2544832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2544832.500000 Penalty: 4950.302734
	Iteration 44F: 3 clusters Score -2544832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -711152.500000 Penalty: 2151.835938
	Iteration 0F: 2 clusters Score -711152.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -706067.750000 Penalty: 4303.671875
	Iteration 0F: 3 clusters Score -706067.8 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -707387.250000 Penalty: 4303.671875
	Iteration 1F: 3 clusters Score -707387.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -707633.250000 Penalty: 4303.671875
	Iteration 2F: 3 clusters Score -707633.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -707781.687500 Penalty: 4303.671875
	Iteration 3Q: 3 clusters Score -707781.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -707886.250000 Penalty: 4303.671875
	Iteration 4Q: 3 clusters Score -707886.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -707996.687500 Penalty: 4303.671875
	Iteration 5Q: 3 clusters Score -707996.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -708118.250000 Penalty: 4303.671875
	Iteration 6Q: 3 clusters Score -708118.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -708234.562500 Penalty: 4303.671875
	Iteration 7Q: 3 clusters Score -708234.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -708336.187500 Penalty: 4303.671875
	Iteration 8Q: 3 clusters Score -708336.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -708438.312500 Penalty: 4303.671875
	Iteration 9Q: 3 clusters Score -708438.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -708528.125000 Penalty: 4303.671875
	Iteration 10Q: 3 clusters Score -708528.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -708603.812500 Penalty: 4303.671875
	Iteration 11Q: 3 clusters Score -708603.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -708677.250000 Penalty: 4303.671875
	Iteration 12Q: 3 clusters Score -708677.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -708737.250000 Penalty: 4303.671875
	Iteration 13Q: 3 clusters Score -708737.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -708796.312500 Penalty: 4303.671875
	Iteration 14Q: 3 clusters Score -708796.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -708849.687500 Penalty: 4303.671875
	Iteration 15Q: 3 clusters Score -708849.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -708896.562500 Penalty: 4303.671875
	Iteration 16Q: 3 clusters Score -708896.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -708943.437500 Penalty: 4303.671875
	Iteration 17Q: 3 clusters Score -708943.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -708992.625000 Penalty: 4303.671875
	Iteration 18Q: 3 clusters Score -708992.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -709029.875000 Penalty: 4303.671875
	Iteration 19Q: 3 clusters Score -709029.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -709075.250000 Penalty: 4303.671875
	Iteration 20F: 3 clusters Score -709075.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -709130.937500 Penalty: 4303.671875
	Iteration 21Q: 3 clusters Score -709130.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -709188.687500 Penalty: 4303.671875
	Iteration 22Q: 3 clusters Score -709188.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -709241.312500 Penalty: 4303.671875
	Iteration 23Q: 3 clusters Score -709241.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -709274.625000 Penalty: 4303.671875
	Iteration 24Q: 3 clusters Score -709274.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -709308.125000 Penalty: 4303.671875
	Iteration 25Q: 3 clusters Score -709308.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -709337.875000 Penalty: 4303.671875
	Iteration 26Q: 3 clusters Score -709337.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -709359.562500 Penalty: 4303.671875
	Iteration 27Q: 3 clusters Score -709359.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -709378.375000 Penalty: 4303.671875
	Iteration 28Q: 3 clusters Score -709378.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -709394.937500 Penalty: 4303.671875
	Iteration 29Q: 3 clusters Score -709394.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -709409.687500 Penalty: 4303.671875
	Iteration 30Q: 3 clusters Score -709409.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -709427.937500 Penalty: 4303.671875
	Iteration 31Q: 3 clusters Score -709427.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -709459.812500 Penalty: 4303.671875
	Iteration 32Q: 3 clusters Score -709459.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -709494.625000 Penalty: 4303.671875
	Iteration 33Q: 3 clusters Score -709494.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -709543.687500 Penalty: 4303.671875
	Iteration 34Q: 3 clusters Score -709543.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -709602.062500 Penalty: 4303.671875
	Iteration 35Q: 3 clusters Score -709602.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -709679.250000 Penalty: 4303.671875
	Iteration 36Q: 3 clusters Score -709679.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -709832.750000 Penalty: 4303.671875
	Iteration 37Q: 3 clusters Score -709832.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -710114.937500 Penalty: 4303.671875
	Iteration 38Q: 3 clusters Score -710114.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -710510.062500 Penalty: 4303.671875
	Iteration 39Q: 3 clusters Score -710510.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -710883.000000 Penalty: 4303.671875
	Iteration 40F: 3 clusters Score -710883 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -711058.312500 Penalty: 4303.671875
	Iteration 41Q: 3 clusters Score -711058.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -711121.000000 Penalty: 4303.671875
	Iteration 42Q: 3 clusters Score -711121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -711143.500000 Penalty: 4303.671875
	Iteration 43Q: 3 clusters Score -711143.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -711161.062500 Penalty: 4303.671875
	Iteration 44Q: 3 clusters Score -711161.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -711166.500000 Penalty: 4303.671875
	Iteration 45Q: 3 clusters Score -711166.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -711169.875000 Penalty: 4303.671875
	Iteration 46Q: 3 clusters Score -711169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -711170.812500 Penalty: 4303.671875
	Iteration 47Q: 3 clusters Score -711170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -711172.375000 Penalty: 4303.671875
	Iteration 48Q: 3 clusters Score -711172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -711174.312500 Penalty: 4303.671875
	Iteration 49Q: 3 clusters Score -711174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -711174.625000 Penalty: 4303.671875
	Iteration 50Q: 3 clusters Score -711174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -711177.000000 Penalty: 4303.671875
	Iteration 51Q: 3 clusters Score -711177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -711177.250000 Penalty: 4303.671875
	Iteration 52Q: 3 clusters Score -711177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -711178.562500 Penalty: 4303.671875
	Iteration 53Q: 3 clusters Score -711178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -711179.062500 Penalty: 4303.671875
	Iteration 54Q: 3 clusters Score -711179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -711179.062500 Penalty: 4303.671875
	Iteration 55F: 3 clusters Score -711179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 45480 members 
Mstep: Class 4 contains 182749 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21600 members 
Mstep: Class 7 contains 4202 members 
Mstep: Class 8 contains 11418 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 170181 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9222 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17269 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175255 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33816 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173214 members 
Entering Unmasked Estep 
Score: -124251304.000000 Penalty: 99613.000000
Splitting cluster 7 changes total score from -124252872.000000 to -124251304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -1307266.250000 Penalty: 2317.050537
	Iteration 0F: 2 clusters Score -1307266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1298612.625000 Penalty: 4634.101074
	Iteration 0F: 3 clusters Score -1298613 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1301314.125000 Penalty: 4634.101074
	Iteration 1F: 3 clusters Score -1301314 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1301705.500000 Penalty: 4634.101074
	Iteration 2F: 3 clusters Score -1301706 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1302059.250000 Penalty: 4634.101074
	Iteration 3F: 3 clusters Score -1302059 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1302382.875000 Penalty: 4634.101074
	Iteration 4F: 3 clusters Score -1302383 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1302762.750000 Penalty: 4634.101074
	Iteration 5F: 3 clusters Score -1302763 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1303179.125000 Penalty: 4634.101074
	Iteration 6F: 3 clusters Score -1303179 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1303614.375000 Penalty: 4634.101074
	Iteration 7F: 3 clusters Score -1303614 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1304005.375000 Penalty: 4634.101074
	Iteration 8Q: 3 clusters Score -1304005 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1304298.375000 Penalty: 4634.101074
	Iteration 9Q: 3 clusters Score -1304298 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1304569.750000 Penalty: 4634.101074
	Iteration 10Q: 3 clusters Score -1304570 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1304770.750000 Penalty: 4634.101074
	Iteration 11Q: 3 clusters Score -1304771 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1304919.250000 Penalty: 4634.101074
	Iteration 12Q: 3 clusters Score -1304919 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1305002.875000 Penalty: 4634.101074
	Iteration 13Q: 3 clusters Score -1305003 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1305059.500000 Penalty: 4634.101074
	Iteration 14Q: 3 clusters Score -1305060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1305106.750000 Penalty: 4634.101074
	Iteration 15Q: 3 clusters Score -1305107 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1305135.375000 Penalty: 4634.101074
	Iteration 16Q: 3 clusters Score -1305135 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1305165.500000 Penalty: 4634.101074
	Iteration 17Q: 3 clusters Score -1305166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1305183.500000 Penalty: 4634.101074
	Iteration 18Q: 3 clusters Score -1305184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1305197.250000 Penalty: 4634.101074
	Iteration 19Q: 3 clusters Score -1305197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1305212.500000 Penalty: 4634.101074
	Iteration 20F: 3 clusters Score -1305212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1305223.250000 Penalty: 4634.101074
	Iteration 21Q: 3 clusters Score -1305223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1305235.750000 Penalty: 4634.101074
	Iteration 22Q: 3 clusters Score -1305236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1305245.375000 Penalty: 4634.101074
	Iteration 23Q: 3 clusters Score -1305245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1305262.375000 Penalty: 4634.101074
	Iteration 24Q: 3 clusters Score -1305262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1305277.375000 Penalty: 4634.101074
	Iteration 25Q: 3 clusters Score -1305277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1305295.625000 Penalty: 4634.101074
	Iteration 26Q: 3 clusters Score -1305296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1305313.000000 Penalty: 4634.101074
	Iteration 27Q: 3 clusters Score -1305313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1305332.500000 Penalty: 4634.101074
	Iteration 28Q: 3 clusters Score -1305332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1305360.625000 Penalty: 4634.101074
	Iteration 29Q: 3 clusters Score -1305361 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1305391.875000 Penalty: 4634.101074
	Iteration 30Q: 3 clusters Score -1305392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1305422.625000 Penalty: 4634.101074
	Iteration 31Q: 3 clusters Score -1305423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1305458.375000 Penalty: 4634.101074
	Iteration 32Q: 3 clusters Score -1305458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1305495.625000 Penalty: 4634.101074
	Iteration 33Q: 3 clusters Score -1305496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1305542.625000 Penalty: 4634.101074
	Iteration 34Q: 3 clusters Score -1305543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1305603.625000 Penalty: 4634.101074
	Iteration 35Q: 3 clusters Score -1305604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1305675.500000 Penalty: 4634.101074
	Iteration 36Q: 3 clusters Score -1305676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1305736.125000 Penalty: 4634.101074
	Iteration 37Q: 3 clusters Score -1305736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1305804.625000 Penalty: 4634.101074
	Iteration 38Q: 3 clusters Score -1305805 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1305878.500000 Penalty: 4634.101074
	Iteration 39Q: 3 clusters Score -1305878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1305955.375000 Penalty: 4634.101074
	Iteration 40F: 3 clusters Score -1305955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1306014.500000 Penalty: 4634.101074
	Iteration 41Q: 3 clusters Score -1306014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1306060.875000 Penalty: 4634.101074
	Iteration 42Q: 3 clusters Score -1306061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1306100.125000 Penalty: 4634.101074
	Iteration 43Q: 3 clusters Score -1306100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1306129.500000 Penalty: 4634.101074
	Iteration 44Q: 3 clusters Score -1306130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1306152.250000 Penalty: 4634.101074
	Iteration 45Q: 3 clusters Score -1306152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1306178.625000 Penalty: 4634.101074
	Iteration 46Q: 3 clusters Score -1306179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1306193.250000 Penalty: 4634.101074
	Iteration 47Q: 3 clusters Score -1306193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1306196.750000 Penalty: 4634.101074
	Iteration 48Q: 3 clusters Score -1306197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1306202.625000 Penalty: 4634.101074
	Iteration 49Q: 3 clusters Score -1306203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1306212.375000 Penalty: 4634.101074
	Iteration 50Q: 3 clusters Score -1306212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1306213.875000 Penalty: 4634.101074
	Iteration 51Q: 3 clusters Score -1306214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1306216.000000 Penalty: 4634.101074
	Iteration 52Q: 3 clusters Score -1306216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1306214.625000 Penalty: 4634.101074
	Iteration 53Q: 3 clusters Score -1306215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1306215.500000 Penalty: 4634.101074
	Iteration 54Q: 3 clusters Score -1306216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1306224.875000 Penalty: 4634.101074
	Iteration 55Q: 3 clusters Score -1306225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1306226.500000 Penalty: 4634.101074
	Iteration 56Q: 3 clusters Score -1306226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1306227.375000 Penalty: 4634.101074
	Iteration 57Q: 3 clusters Score -1306227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1306232.875000 Penalty: 4634.101074
	Iteration 58Q: 3 clusters Score -1306233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1306234.875000 Penalty: 4634.101074
	Iteration 59Q: 3 clusters Score -1306235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1306239.375000 Penalty: 4634.101074
	Iteration 60F: 3 clusters Score -1306239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1306238.500000 Penalty: 4634.101074
	Iteration 61Q: 3 clusters Score -1306238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1306247.750000 Penalty: 4634.101074
	Iteration 62Q: 3 clusters Score -1306248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1306250.500000 Penalty: 4634.101074
	Iteration 63Q: 3 clusters Score -1306250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1306255.625000 Penalty: 4634.101074
	Iteration 64Q: 3 clusters Score -1306256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1306262.250000 Penalty: 4634.101074
	Iteration 65Q: 3 clusters Score -1306262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1306260.000000 Penalty: 4634.101074
	Iteration 66Q: 3 clusters Score -1306260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1306264.000000 Penalty: 4634.101074
	Iteration 67Q: 3 clusters Score -1306264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1306271.625000 Penalty: 4634.101074
	Iteration 68Q: 3 clusters Score -1306272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1306268.125000 Penalty: 4634.101074
	Iteration 69Q: 3 clusters Score -1306268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1306272.250000 Penalty: 4634.101074
	Iteration 70Q: 3 clusters Score -1306272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1306275.375000 Penalty: 4634.101074
	Iteration 71Q: 3 clusters Score -1306275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1306276.500000 Penalty: 4634.101074
	Iteration 72Q: 3 clusters Score -1306276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1306277.375000 Penalty: 4634.101074
	Iteration 73Q: 3 clusters Score -1306277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1306281.875000 Penalty: 4634.101074
	Iteration 74Q: 3 clusters Score -1306282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1306287.875000 Penalty: 4634.101074
	Iteration 75Q: 3 clusters Score -1306288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1306289.750000 Penalty: 4634.101074
	Iteration 76Q: 3 clusters Score -1306290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1306292.125000 Penalty: 4634.101074
	Iteration 77Q: 3 clusters Score -1306292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1306296.375000 Penalty: 4634.101074
	Iteration 78Q: 3 clusters Score -1306296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1306295.500000 Penalty: 4634.101074
	Iteration 79Q: 3 clusters Score -1306296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1306297.875000 Penalty: 4634.101074
	Iteration 80F: 3 clusters Score -1306298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1306301.625000 Penalty: 4634.101074
	Iteration 81Q: 3 clusters Score -1306302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1306303.000000 Penalty: 4634.101074
	Iteration 82Q: 3 clusters Score -1306303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1306302.625000 Penalty: 4634.101074
	Iteration 83Q: 3 clusters Score -1306303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1306301.000000 Penalty: 4634.101074
	Iteration 84Q: 3 clusters Score -1306301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1306300.625000 Penalty: 4634.101074
	Iteration 85Q: 3 clusters Score -1306301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1306298.750000 Penalty: 4634.101074
	Iteration 86Q: 3 clusters Score -1306299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1306298.750000 Penalty: 4634.101074
	Iteration 87F: 3 clusters Score -1306299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Entering Unmasked Estep 
Score: -1894662.500000 Penalty: 2392.739746
	Iteration 0F: 2 clusters Score -1894662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1883526.750000 Penalty: 4785.479492
	Iteration 0F: 3 clusters Score -1883527 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1887123.500000 Penalty: 4785.479492
	Iteration 1F: 3 clusters Score -1887124 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1887560.750000 Penalty: 4785.479492
	Iteration 2F: 3 clusters Score -1887561 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1887950.000000 Penalty: 4785.479492
	Iteration 3F: 3 clusters Score -1887950 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1888378.500000 Penalty: 4785.479492
	Iteration 4F: 3 clusters Score -1888378 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1888808.250000 Penalty: 4785.479492
	Iteration 5F: 3 clusters Score -1888808 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1889221.125000 Penalty: 4785.479492
	Iteration 6Q: 3 clusters Score -1889221 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1889681.375000 Penalty: 4785.479492
	Iteration 7Q: 3 clusters Score -1889681 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1890196.875000 Penalty: 4785.479492
	Iteration 8Q: 3 clusters Score -1890197 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1890733.375000 Penalty: 4785.479492
	Iteration 9Q: 3 clusters Score -1890733 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1891245.500000 Penalty: 4785.479492
	Iteration 10Q: 3 clusters Score -1891246 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1891646.250000 Penalty: 4785.479492
	Iteration 11Q: 3 clusters Score -1891646 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1891967.500000 Penalty: 4785.479492
	Iteration 12Q: 3 clusters Score -1891968 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1892190.000000 Penalty: 4785.479492
	Iteration 13Q: 3 clusters Score -1892190 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1892326.875000 Penalty: 4785.479492
	Iteration 14Q: 3 clusters Score -1892327 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1892429.500000 Penalty: 4785.479492
	Iteration 15Q: 3 clusters Score -1892430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1892482.375000 Penalty: 4785.479492
	Iteration 16Q: 3 clusters Score -1892482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1892515.375000 Penalty: 4785.479492
	Iteration 17Q: 3 clusters Score -1892515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1892538.000000 Penalty: 4785.479492
	Iteration 18Q: 3 clusters Score -1892538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1892555.375000 Penalty: 4785.479492
	Iteration 19Q: 3 clusters Score -1892555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1892560.500000 Penalty: 4785.479492
	Iteration 20F: 3 clusters Score -1892560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1892566.250000 Penalty: 4785.479492
	Iteration 21Q: 3 clusters Score -1892566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1892575.375000 Penalty: 4785.479492
	Iteration 22Q: 3 clusters Score -1892575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1892578.500000 Penalty: 4785.479492
	Iteration 23Q: 3 clusters Score -1892578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1892585.500000 Penalty: 4785.479492
	Iteration 24Q: 3 clusters Score -1892586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1892595.375000 Penalty: 4785.479492
	Iteration 25Q: 3 clusters Score -1892595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1892605.375000 Penalty: 4785.479492
	Iteration 26Q: 3 clusters Score -1892605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1892612.375000 Penalty: 4785.479492
	Iteration 27Q: 3 clusters Score -1892612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1892619.500000 Penalty: 4785.479492
	Iteration 28Q: 3 clusters Score -1892620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1892624.750000 Penalty: 4785.479492
	Iteration 29Q: 3 clusters Score -1892625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1892624.750000 Penalty: 4785.479492
	Iteration 30F: 3 clusters Score -1892625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Entering Unmasked Estep 
Score: -6852641.500000 Penalty: 2710.327637
	Iteration 0F: 2 clusters Score -6852642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -6815233.000000 Penalty: 5420.655273
	Iteration 0F: 3 clusters Score -6815233 nChanged 25789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -6829678.000000 Penalty: 5420.655273
	Iteration 1F: 3 clusters Score -6829678 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -6830644.500000 Penalty: 5420.655273
	Iteration 2Q: 3 clusters Score -6830644 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -6831832.500000 Penalty: 5420.655273
	Iteration 3Q: 3 clusters Score -6831832 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -6833519.000000 Penalty: 5420.655273
	Iteration 4F: 3 clusters Score -6833519 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -6835826.500000 Penalty: 5420.655273
	Iteration 5F: 3 clusters Score -6835826 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -6838575.000000 Penalty: 5420.655273
	Iteration 6F: 3 clusters Score -6838575 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -6841109.000000 Penalty: 5420.655273
	Iteration 7F: 3 clusters Score -6841109 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -6843231.500000 Penalty: 5420.655273
	Iteration 8F: 3 clusters Score -6843232 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -6844801.500000 Penalty: 5420.655273
	Iteration 9Q: 3 clusters Score -6844802 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6846213.500000 Penalty: 5420.655273
	Iteration 10Q: 3 clusters Score -6846214 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -6847429.500000 Penalty: 5420.655273
	Iteration 11Q: 3 clusters Score -6847430 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6848469.000000 Penalty: 5420.655273
	Iteration 12Q: 3 clusters Score -6848469 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -6849190.500000 Penalty: 5420.655273
	Iteration 13Q: 3 clusters Score -6849190 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -6849650.500000 Penalty: 5420.655273
	Iteration 14Q: 3 clusters Score -6849650 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -6849955.500000 Penalty: 5420.655273
	Iteration 15Q: 3 clusters Score -6849956 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -6850107.500000 Penalty: 5420.655273
	Iteration 16Q: 3 clusters Score -6850108 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -6850224.000000 Penalty: 5420.655273
	Iteration 17Q: 3 clusters Score -6850224 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -6850302.500000 Penalty: 5420.655273
	Iteration 18Q: 3 clusters Score -6850302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -6850350.500000 Penalty: 5420.655273
	Iteration 19Q: 3 clusters Score -6850350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -6850417.000000 Penalty: 5420.655273
	Iteration 20F: 3 clusters Score -6850417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -6850453.000000 Penalty: 5420.655273
	Iteration 21Q: 3 clusters Score -6850453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -6850470.000000 Penalty: 5420.655273
	Iteration 22Q: 3 clusters Score -6850470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -6850476.000000 Penalty: 5420.655273
	Iteration 23Q: 3 clusters Score -6850476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6850481.500000 Penalty: 5420.655273
	Iteration 24Q: 3 clusters Score -6850482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -6850494.500000 Penalty: 5420.655273
	Iteration 25Q: 3 clusters Score -6850494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6850505.500000 Penalty: 5420.655273
	Iteration 26Q: 3 clusters Score -6850506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -6850527.500000 Penalty: 5420.655273
	Iteration 27Q: 3 clusters Score -6850528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -6850536.500000 Penalty: 5420.655273
	Iteration 28Q: 3 clusters Score -6850536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -6850560.500000 Penalty: 5420.655273
	Iteration 29Q: 3 clusters Score -6850560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -6850563.000000 Penalty: 5420.655273
	Iteration 30Q: 3 clusters Score -6850563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -6850549.500000 Penalty: 5420.655273
	Iteration 31Q: 3 clusters Score -6850550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -6850552.000000 Penalty: 5420.655273
	Iteration 32Q: 3 clusters Score -6850552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -6850553.500000 Penalty: 5420.655273
	Iteration 33Q: 3 clusters Score -6850554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -6850550.500000 Penalty: 5420.655273
	Iteration 34Q: 3 clusters Score -6850550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -6850563.000000 Penalty: 5420.655273
	Iteration 35Q: 3 clusters Score -6850563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -6850566.500000 Penalty: 5420.655273
	Iteration 36Q: 3 clusters Score -6850566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -6850572.000000 Penalty: 5420.655273
	Iteration 37Q: 3 clusters Score -6850572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -6850572.000000 Penalty: 5420.655273
	Iteration 38Q: 3 clusters Score -6850572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6850570.500000 Penalty: 5420.655273
	Iteration 39Q: 3 clusters Score -6850570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -6850565.500000 Penalty: 5420.655273
	Iteration 40F: 3 clusters Score -6850566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -6850566.500000 Penalty: 5420.655273
	Iteration 41Q: 3 clusters Score -6850566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -6850571.500000 Penalty: 5420.655273
	Iteration 42Q: 3 clusters Score -6850572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6850572.500000 Penalty: 5420.655273
	Iteration 43Q: 3 clusters Score -6850572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -6850569.500000 Penalty: 5420.655273
	Iteration 44Q: 3 clusters Score -6850570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -6850569.500000 Penalty: 5420.655273
	Iteration 45F: 3 clusters Score -6850570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -669489.187500 Penalty: 2137.429199
	Iteration 0F: 2 clusters Score -669489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -664674.937500 Penalty: 4274.858398
	Iteration 0F: 3 clusters Score -664674.9 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -665908.562500 Penalty: 4274.858398
	Iteration 1F: 3 clusters Score -665908.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -666164.937500 Penalty: 4274.858398
	Iteration 2F: 3 clusters Score -666164.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -666342.687500 Penalty: 4274.858398
	Iteration 3F: 3 clusters Score -666342.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -666471.500000 Penalty: 4274.858398
	Iteration 4Q: 3 clusters Score -666471.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -666587.250000 Penalty: 4274.858398
	Iteration 5Q: 3 clusters Score -666587.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -666687.062500 Penalty: 4274.858398
	Iteration 6Q: 3 clusters Score -666687.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -666780.375000 Penalty: 4274.858398
	Iteration 7Q: 3 clusters Score -666780.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -666886.375000 Penalty: 4274.858398
	Iteration 8Q: 3 clusters Score -666886.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -666977.875000 Penalty: 4274.858398
	Iteration 9Q: 3 clusters Score -666977.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -667075.062500 Penalty: 4274.858398
	Iteration 10Q: 3 clusters Score -667075.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -667163.375000 Penalty: 4274.858398
	Iteration 11Q: 3 clusters Score -667163.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -667242.687500 Penalty: 4274.858398
	Iteration 12Q: 3 clusters Score -667242.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -667324.562500 Penalty: 4274.858398
	Iteration 13Q: 3 clusters Score -667324.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -667393.812500 Penalty: 4274.858398
	Iteration 14Q: 3 clusters Score -667393.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -667451.812500 Penalty: 4274.858398
	Iteration 15Q: 3 clusters Score -667451.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -667511.687500 Penalty: 4274.858398
	Iteration 16Q: 3 clusters Score -667511.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -667588.812500 Penalty: 4274.858398
	Iteration 17Q: 3 clusters Score -667588.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -667658.187500 Penalty: 4274.858398
	Iteration 18Q: 3 clusters Score -667658.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -667717.187500 Penalty: 4274.858398
	Iteration 19Q: 3 clusters Score -667717.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -667769.375000 Penalty: 4274.858398
	Iteration 20F: 3 clusters Score -667769.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -667822.125000 Penalty: 4274.858398
	Iteration 21Q: 3 clusters Score -667822.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -667870.187500 Penalty: 4274.858398
	Iteration 22Q: 3 clusters Score -667870.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -667899.437500 Penalty: 4274.858398
	Iteration 23Q: 3 clusters Score -667899.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -667924.562500 Penalty: 4274.858398
	Iteration 24Q: 3 clusters Score -667924.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -667950.937500 Penalty: 4274.858398
	Iteration 25Q: 3 clusters Score -667950.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -667983.375000 Penalty: 4274.858398
	Iteration 26Q: 3 clusters Score -667983.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -668013.500000 Penalty: 4274.858398
	Iteration 27Q: 3 clusters Score -668013.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -668034.687500 Penalty: 4274.858398
	Iteration 28Q: 3 clusters Score -668034.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -668057.500000 Penalty: 4274.858398
	Iteration 29Q: 3 clusters Score -668057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -668076.062500 Penalty: 4274.858398
	Iteration 30Q: 3 clusters Score -668076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -668089.687500 Penalty: 4274.858398
	Iteration 31Q: 3 clusters Score -668089.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -668099.437500 Penalty: 4274.858398
	Iteration 32Q: 3 clusters Score -668099.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -668114.500000 Penalty: 4274.858398
	Iteration 33Q: 3 clusters Score -668114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -668122.812500 Penalty: 4274.858398
	Iteration 34Q: 3 clusters Score -668122.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -668130.250000 Penalty: 4274.858398
	Iteration 35Q: 3 clusters Score -668130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -668138.375000 Penalty: 4274.858398
	Iteration 36Q: 3 clusters Score -668138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -668142.000000 Penalty: 4274.858398
	Iteration 37Q: 3 clusters Score -668142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -668144.500000 Penalty: 4274.858398
	Iteration 38Q: 3 clusters Score -668144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -668144.562500 Penalty: 4274.858398
	Iteration 39Q: 3 clusters Score -668144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -668147.625000 Penalty: 4274.858398
	Iteration 40F: 3 clusters Score -668147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -668150.125000 Penalty: 4274.858398
	Iteration 41Q: 3 clusters Score -668150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -668153.937500 Penalty: 4274.858398
	Iteration 42Q: 3 clusters Score -668153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -668154.812500 Penalty: 4274.858398
	Iteration 43Q: 3 clusters Score -668154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -668155.500000 Penalty: 4274.858398
	Iteration 44Q: 3 clusters Score -668155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -668155.250000 Penalty: 4274.858398
	Iteration 45Q: 3 clusters Score -668155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -668155.250000 Penalty: 4274.858398
	Iteration 46F: 3 clusters Score -668155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (170181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170181 members 
Entering Unmasked Estep 
Score: -20724782.000000 Penalty: 2987.065186
	Iteration 0F: 2 clusters Score -2.072478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -20612152.000000 Penalty: 5974.130371
	Iteration 0F: 3 clusters Score -2.061215e+07 nChanged 81649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -20662562.000000 Penalty: 5974.130371
	Iteration 1F: 3 clusters Score -2.066256e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -20667402.000000 Penalty: 5974.130371
	Iteration 2F: 3 clusters Score -2.06674e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -20674894.000000 Penalty: 5974.130371
	Iteration 3F: 3 clusters Score -2.067489e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -20684330.000000 Penalty: 5974.130371
	Iteration 4F: 3 clusters Score -2.068433e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128849 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -20693486.000000 Penalty: 5974.130371
	Iteration 5F: 3 clusters Score -2.069349e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138601 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -20701154.000000 Penalty: 5974.130371
	Iteration 6F: 3 clusters Score -2.070115e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -20707444.000000 Penalty: 5974.130371
	Iteration 7F: 3 clusters Score -2.070744e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -20712246.000000 Penalty: 5974.130371
	Iteration 8Q: 3 clusters Score -2.071225e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159134 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -20715614.000000 Penalty: 5974.130371
	Iteration 9Q: 3 clusters Score -2.071561e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -20718218.000000 Penalty: 5974.130371
	Iteration 10Q: 3 clusters Score -2.071822e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -20719916.000000 Penalty: 5974.130371
	Iteration 11Q: 3 clusters Score -2.071992e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -20720874.000000 Penalty: 5974.130371
	Iteration 12Q: 3 clusters Score -2.072087e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -20721380.000000 Penalty: 5974.130371
	Iteration 13Q: 3 clusters Score -2.072138e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20721714.000000 Penalty: 5974.130371
	Iteration 14Q: 3 clusters Score -2.072171e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20721948.000000 Penalty: 5974.130371
	Iteration 15Q: 3 clusters Score -2.072195e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20722042.000000 Penalty: 5974.130371
	Iteration 16Q: 3 clusters Score -2.072204e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20722116.000000 Penalty: 5974.130371
	Iteration 17Q: 3 clusters Score -2.072212e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169032 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20722234.000000 Penalty: 5974.130371
	Iteration 18Q: 3 clusters Score -2.072223e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20722264.000000 Penalty: 5974.130371
	Iteration 19Q: 3 clusters Score -2.072226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20722286.000000 Penalty: 5974.130371
	Iteration 20F: 3 clusters Score -2.072229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20722324.000000 Penalty: 5974.130371
	Iteration 21Q: 3 clusters Score -2.072232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20722328.000000 Penalty: 5974.130371
	Iteration 22Q: 3 clusters Score -2.072233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169196 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -20722316.000000 Penalty: 5974.130371
	Iteration 23Q: 3 clusters Score -2.072232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169208 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20722326.000000 Penalty: 5974.130371
	Iteration 24Q: 3 clusters Score -2.072233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20722344.000000 Penalty: 5974.130371
	Iteration 25Q: 3 clusters Score -2.072234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169229 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20722374.000000 Penalty: 5974.130371
	Iteration 26Q: 3 clusters Score -2.072237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169239 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20722340.000000 Penalty: 5974.130371
	Iteration 27Q: 3 clusters Score -2.072234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -20722376.000000 Penalty: 5974.130371
	Iteration 28Q: 3 clusters Score -2.072238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169255 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20722370.000000 Penalty: 5974.130371
	Iteration 29Q: 3 clusters Score -2.072237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -20722356.000000 Penalty: 5974.130371
	Iteration 30Q: 3 clusters Score -2.072236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -20722360.000000 Penalty: 5974.130371
	Iteration 31Q: 3 clusters Score -2.072236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169280 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20722378.000000 Penalty: 5974.130371
	Iteration 32Q: 3 clusters Score -2.072238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20722396.000000 Penalty: 5974.130371
	Iteration 33Q: 3 clusters Score -2.07224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169288 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20722404.000000 Penalty: 5974.130371
	Iteration 34Q: 3 clusters Score -2.07224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -20722428.000000 Penalty: 5974.130371
	Iteration 35Q: 3 clusters Score -2.072243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169309 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20722446.000000 Penalty: 5974.130371
	Iteration 36Q: 3 clusters Score -2.072245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169311 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -20722438.000000 Penalty: 5974.130371
	Iteration 37Q: 3 clusters Score -2.072244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20722450.000000 Penalty: 5974.130371
	Iteration 38Q: 3 clusters Score -2.072245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -20722488.000000 Penalty: 5974.130371
	Iteration 39Q: 3 clusters Score -2.072249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20722458.000000 Penalty: 5974.130371
	Iteration 40F: 3 clusters Score -2.072246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -20722468.000000 Penalty: 5974.130371
	Iteration 41Q: 3 clusters Score -2.072247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20722462.000000 Penalty: 5974.130371
	Iteration 42Q: 3 clusters Score -2.072246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169329 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -20722454.000000 Penalty: 5974.130371
	Iteration 43Q: 3 clusters Score -2.072245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -20722436.000000 Penalty: 5974.130371
	Iteration 44Q: 3 clusters Score -2.072244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -20722438.000000 Penalty: 5974.130371
	Iteration 45Q: 3 clusters Score -2.072244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20722450.000000 Penalty: 5974.130371
	Iteration 46Q: 3 clusters Score -2.072245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -20722444.000000 Penalty: 5974.130371
	Iteration 47Q: 3 clusters Score -2.072244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20722466.000000 Penalty: 5974.130371
	Iteration 48Q: 3 clusters Score -2.072247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20722486.000000 Penalty: 5974.130371
	Iteration 49Q: 3 clusters Score -2.072249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169354 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20722470.000000 Penalty: 5974.130371
	Iteration 50Q: 3 clusters Score -2.072247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20722484.000000 Penalty: 5974.130371
	Iteration 51Q: 3 clusters Score -2.072248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -20722472.000000 Penalty: 5974.130371
	Iteration 52Q: 3 clusters Score -2.072247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20722486.000000 Penalty: 5974.130371
	Iteration 53Q: 3 clusters Score -2.072249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -20722486.000000 Penalty: 5974.130371
	Iteration 54Q: 3 clusters Score -2.072249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20722480.000000 Penalty: 5974.130371
	Iteration 55Q: 3 clusters Score -2.072248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -20722486.000000 Penalty: 5974.130371
	Iteration 56Q: 3 clusters Score -2.072249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20722488.000000 Penalty: 5974.130371
	Iteration 57Q: 3 clusters Score -2.072249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20722488.000000 Penalty: 5974.130371
	Iteration 58F: 3 clusters Score -2.072249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -32291.617188 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -32291.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31015.435547 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -31015.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31304.687500 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -31304.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31631.416016 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -31631.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31979.599609 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -31979.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32335.472656 Penalty: 2912.570557
	Iteration 4F: 3 clusters Score -32335.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32468.976562 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -32468.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32533.626953 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -32533.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32565.755859 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -32565.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32601.779297 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -32601.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32663.587891 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -32663.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32723.123047 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -32723.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32733.228516 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -32733.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32733.228516 Penalty: 2912.570557
	Iteration 12F: 3 clusters Score -32733.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 45480 members 
Mstep: Class 4 contains 182749 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21600 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11418 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 170181 members 
Mstep: Class 13 contains 235 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9222 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17269 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 120 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175255 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33816 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173214 members 
Entering Unmasked Estep 
Score: -124251224.000000 Penalty: 99613.000000
Splitting cluster 13 changes total score from -124252872.000000 to -124251224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -622706.812500 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -622706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -618146.375000 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -618146.4 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -619225.250000 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -619225.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -619428.937500 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -619428.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -619565.250000 Penalty: 4237.355469
	Iteration 3F: 3 clusters Score -619565.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -619669.625000 Penalty: 4237.355469
	Iteration 4Q: 3 clusters Score -619669.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -619745.375000 Penalty: 4237.355469
	Iteration 5Q: 3 clusters Score -619745.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -619793.375000 Penalty: 4237.355469
	Iteration 6Q: 3 clusters Score -619793.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -619833.375000 Penalty: 4237.355469
	Iteration 7Q: 3 clusters Score -619833.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -619871.875000 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -619871.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -619897.500000 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -619897.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -619921.187500 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -619921.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -619940.562500 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -619940.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -619962.125000 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -619962.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -619976.250000 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -619976.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -619986.125000 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -619986.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -619996.437500 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -619996.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -620004.500000 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -620004.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -620014.125000 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -620014.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -620023.875000 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -620023.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -620031.062500 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -620031.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -620044.250000 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -620044.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -620055.687500 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -620055.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -620065.062500 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -620065.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -620076.625000 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -620076.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -620085.375000 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -620085.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -620092.375000 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -620092.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -620103.375000 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -620103.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -620114.187500 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -620114.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -620121.312500 Penalty: 4237.355469
	Iteration 28Q: 3 clusters Score -620121.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -620128.937500 Penalty: 4237.355469
	Iteration 29Q: 3 clusters Score -620128.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -620133.312500 Penalty: 4237.355469
	Iteration 30Q: 3 clusters Score -620133.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -620140.687500 Penalty: 4237.355469
	Iteration 31Q: 3 clusters Score -620140.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -620149.687500 Penalty: 4237.355469
	Iteration 32Q: 3 clusters Score -620149.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -620157.187500 Penalty: 4237.355469
	Iteration 33Q: 3 clusters Score -620157.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -620162.875000 Penalty: 4237.355469
	Iteration 34Q: 3 clusters Score -620162.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -620177.562500 Penalty: 4237.355469
	Iteration 35Q: 3 clusters Score -620177.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -620189.125000 Penalty: 4237.355469
	Iteration 36Q: 3 clusters Score -620189.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -620204.437500 Penalty: 4237.355469
	Iteration 37Q: 3 clusters Score -620204.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -620219.937500 Penalty: 4237.355469
	Iteration 38Q: 3 clusters Score -620219.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -620232.500000 Penalty: 4237.355469
	Iteration 39Q: 3 clusters Score -620232.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -620248.312500 Penalty: 4237.355469
	Iteration 40F: 3 clusters Score -620248.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -620270.437500 Penalty: 4237.355469
	Iteration 41Q: 3 clusters Score -620270.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -620294.250000 Penalty: 4237.355469
	Iteration 42Q: 3 clusters Score -620294.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -620320.437500 Penalty: 4237.355469
	Iteration 43Q: 3 clusters Score -620320.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -620345.812500 Penalty: 4237.355469
	Iteration 44Q: 3 clusters Score -620345.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -620372.250000 Penalty: 4237.355469
	Iteration 45Q: 3 clusters Score -620372.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -620399.125000 Penalty: 4237.355469
	Iteration 46Q: 3 clusters Score -620399.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -620436.187500 Penalty: 4237.355469
	Iteration 47Q: 3 clusters Score -620436.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -620473.437500 Penalty: 4237.355469
	Iteration 48Q: 3 clusters Score -620473.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -620508.687500 Penalty: 4237.355469
	Iteration 49Q: 3 clusters Score -620508.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -620543.625000 Penalty: 4237.355469
	Iteration 50Q: 3 clusters Score -620543.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -620577.937500 Penalty: 4237.355469
	Iteration 51Q: 3 clusters Score -620577.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -620611.187500 Penalty: 4237.355469
	Iteration 52Q: 3 clusters Score -620611.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -620643.312500 Penalty: 4237.355469
	Iteration 53Q: 3 clusters Score -620643.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -620673.062500 Penalty: 4237.355469
	Iteration 54Q: 3 clusters Score -620673.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -620701.375000 Penalty: 4237.355469
	Iteration 55Q: 3 clusters Score -620701.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -620728.250000 Penalty: 4237.355469
	Iteration 56Q: 3 clusters Score -620728.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -620755.750000 Penalty: 4237.355469
	Iteration 57Q: 3 clusters Score -620755.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -620781.687500 Penalty: 4237.355469
	Iteration 58Q: 3 clusters Score -620781.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -620806.687500 Penalty: 4237.355469
	Iteration 59Q: 3 clusters Score -620806.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -620828.312500 Penalty: 4237.355469
	Iteration 60F: 3 clusters Score -620828.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -620843.187500 Penalty: 4237.355469
	Iteration 61Q: 3 clusters Score -620843.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -620856.000000 Penalty: 4237.355469
	Iteration 62Q: 3 clusters Score -620856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -620869.250000 Penalty: 4237.355469
	Iteration 63Q: 3 clusters Score -620869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -620876.375000 Penalty: 4237.355469
	Iteration 64Q: 3 clusters Score -620876.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -620883.000000 Penalty: 4237.355469
	Iteration 65Q: 3 clusters Score -620883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -620887.625000 Penalty: 4237.355469
	Iteration 66Q: 3 clusters Score -620887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -620892.250000 Penalty: 4237.355469
	Iteration 67Q: 3 clusters Score -620892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -620897.187500 Penalty: 4237.355469
	Iteration 68Q: 3 clusters Score -620897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -620900.000000 Penalty: 4237.355469
	Iteration 69Q: 3 clusters Score -620900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -620904.250000 Penalty: 4237.355469
	Iteration 70Q: 3 clusters Score -620904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -620908.625000 Penalty: 4237.355469
	Iteration 71Q: 3 clusters Score -620908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -620912.000000 Penalty: 4237.355469
	Iteration 72Q: 3 clusters Score -620912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -620914.937500 Penalty: 4237.355469
	Iteration 73Q: 3 clusters Score -620914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -620915.437500 Penalty: 4237.355469
	Iteration 74Q: 3 clusters Score -620915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -620915.812500 Penalty: 4237.355469
	Iteration 75Q: 3 clusters Score -620915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -620916.875000 Penalty: 4237.355469
	Iteration 76Q: 3 clusters Score -620916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -620917.187500 Penalty: 4237.355469
	Iteration 77Q: 3 clusters Score -620917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -620919.937500 Penalty: 4237.355469
	Iteration 78Q: 3 clusters Score -620919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -620919.937500 Penalty: 4237.355469
	Iteration 79Q: 3 clusters Score -620919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -620920.500000 Penalty: 4237.355469
	Iteration 80F: 3 clusters Score -620920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -620920.250000 Penalty: 4237.355469
	Iteration 81Q: 3 clusters Score -620920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -620922.000000 Penalty: 4237.355469
	Iteration 82Q: 3 clusters Score -620922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -620922.750000 Penalty: 4237.355469
	Iteration 83Q: 3 clusters Score -620922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -620922.750000 Penalty: 4237.355469
	Iteration 84F: 3 clusters Score -620922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -1109240.750000 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -1109241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1102084.000000 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -1102084 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1104081.000000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -1104081 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1104347.250000 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -1104347 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1104541.500000 Penalty: 4528.156250
	Iteration 3Q: 3 clusters Score -1104542 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1104728.250000 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -1104728 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1104928.875000 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -1104929 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1105140.500000 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -1105140 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1105397.500000 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -1105398 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1105673.875000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -1105674 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1105951.750000 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -1105952 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1106236.000000 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -1106236 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1106496.375000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -1106496 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1106689.875000 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -1106690 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1106867.375000 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -1106867 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1107001.750000 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -1107002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1107089.250000 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -1107089 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1107151.000000 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -1107151 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1107198.125000 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -1107198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1107239.500000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -1107240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1107272.375000 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -1107272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1107308.250000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -1107308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1107334.875000 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -1107335 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1107360.750000 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -1107361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1107380.375000 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -1107380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1107397.750000 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -1107398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1107410.875000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -1107411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1107422.000000 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -1107422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1107431.500000 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -1107432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1107436.125000 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -1107436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1107444.625000 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -1107445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1107457.375000 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -1107457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1107464.875000 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -1107465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1107475.125000 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -1107475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1107482.250000 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -1107482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1107492.125000 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -1107492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1107499.500000 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -1107500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1107512.250000 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -1107512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1107518.000000 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -1107518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1107525.875000 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -1107526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1107533.125000 Penalty: 4528.156250
	Iteration 39Q: 3 clusters Score -1107533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1107536.375000 Penalty: 4528.156250
	Iteration 40F: 3 clusters Score -1107536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1107535.500000 Penalty: 4528.156250
	Iteration 41Q: 3 clusters Score -1107536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1107537.000000 Penalty: 4528.156250
	Iteration 42Q: 3 clusters Score -1107537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1107538.625000 Penalty: 4528.156250
	Iteration 43Q: 3 clusters Score -1107539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1107542.625000 Penalty: 4528.156250
	Iteration 44Q: 3 clusters Score -1107543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1107543.250000 Penalty: 4528.156250
	Iteration 45Q: 3 clusters Score -1107543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1107545.375000 Penalty: 4528.156250
	Iteration 46Q: 3 clusters Score -1107545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1107548.250000 Penalty: 4528.156250
	Iteration 47Q: 3 clusters Score -1107548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1107550.750000 Penalty: 4528.156250
	Iteration 48Q: 3 clusters Score -1107551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1107554.125000 Penalty: 4528.156250
	Iteration 49Q: 3 clusters Score -1107554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1107561.500000 Penalty: 4528.156250
	Iteration 50Q: 3 clusters Score -1107562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1107568.375000 Penalty: 4528.156250
	Iteration 51Q: 3 clusters Score -1107568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1107571.000000 Penalty: 4528.156250
	Iteration 52Q: 3 clusters Score -1107571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1107576.000000 Penalty: 4528.156250
	Iteration 53Q: 3 clusters Score -1107576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1107583.875000 Penalty: 4528.156250
	Iteration 54Q: 3 clusters Score -1107584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1107588.500000 Penalty: 4528.156250
	Iteration 55Q: 3 clusters Score -1107588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1107590.750000 Penalty: 4528.156250
	Iteration 56Q: 3 clusters Score -1107591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1107591.375000 Penalty: 4528.156250
	Iteration 57Q: 3 clusters Score -1107591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1107592.250000 Penalty: 4528.156250
	Iteration 58Q: 3 clusters Score -1107592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1107596.250000 Penalty: 4528.156250
	Iteration 59Q: 3 clusters Score -1107596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1107599.875000 Penalty: 4528.156250
	Iteration 60F: 3 clusters Score -1107600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1107602.375000 Penalty: 4528.156250
	Iteration 61Q: 3 clusters Score -1107602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1107601.125000 Penalty: 4528.156250
	Iteration 62Q: 3 clusters Score -1107601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1107602.250000 Penalty: 4528.156250
	Iteration 63Q: 3 clusters Score -1107602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1107602.250000 Penalty: 4528.156250
	Iteration 64F: 3 clusters Score -1107602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Entering Unmasked Estep 
Score: -1733854.000000 Penalty: 2375.918457
	Iteration 0F: 2 clusters Score -1733854 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 7197 members 
Entering Unmasked Estep 
Score: -1723406.375000 Penalty: 4751.836914
	Iteration 0F: 3 clusters Score -1723406 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1726686.375000 Penalty: 4751.836914
	Iteration 1F: 3 clusters Score -1726686 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1727043.375000 Penalty: 4751.836914
	Iteration 2F: 3 clusters Score -1727043 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1727339.250000 Penalty: 4751.836914
	Iteration 3Q: 3 clusters Score -1727339 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1727608.375000 Penalty: 4751.836914
	Iteration 4Q: 3 clusters Score -1727608 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1727882.875000 Penalty: 4751.836914
	Iteration 5Q: 3 clusters Score -1727883 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1728163.000000 Penalty: 4751.836914
	Iteration 6Q: 3 clusters Score -1728163 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1728470.375000 Penalty: 4751.836914
	Iteration 7Q: 3 clusters Score -1728470 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1728843.000000 Penalty: 4751.836914
	Iteration 8Q: 3 clusters Score -1728843 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1729289.625000 Penalty: 4751.836914
	Iteration 9Q: 3 clusters Score -1729290 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1729749.500000 Penalty: 4751.836914
	Iteration 10Q: 3 clusters Score -1729750 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1730234.875000 Penalty: 4751.836914
	Iteration 11Q: 3 clusters Score -1730235 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1730664.500000 Penalty: 4751.836914
	Iteration 12Q: 3 clusters Score -1730664 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1731003.875000 Penalty: 4751.836914
	Iteration 13Q: 3 clusters Score -1731004 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1731280.875000 Penalty: 4751.836914
	Iteration 14Q: 3 clusters Score -1731281 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1731491.125000 Penalty: 4751.836914
	Iteration 15Q: 3 clusters Score -1731491 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1731642.125000 Penalty: 4751.836914
	Iteration 16Q: 3 clusters Score -1731642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1731751.625000 Penalty: 4751.836914
	Iteration 17Q: 3 clusters Score -1731752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1731826.375000 Penalty: 4751.836914
	Iteration 18Q: 3 clusters Score -1731826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1731874.625000 Penalty: 4751.836914
	Iteration 19Q: 3 clusters Score -1731875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1731914.500000 Penalty: 4751.836914
	Iteration 20F: 3 clusters Score -1731914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1731939.125000 Penalty: 4751.836914
	Iteration 21Q: 3 clusters Score -1731939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1731958.250000 Penalty: 4751.836914
	Iteration 22Q: 3 clusters Score -1731958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1731975.625000 Penalty: 4751.836914
	Iteration 23Q: 3 clusters Score -1731976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1731987.750000 Penalty: 4751.836914
	Iteration 24Q: 3 clusters Score -1731988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1731996.500000 Penalty: 4751.836914
	Iteration 25Q: 3 clusters Score -1731996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1732006.125000 Penalty: 4751.836914
	Iteration 26Q: 3 clusters Score -1732006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1732011.500000 Penalty: 4751.836914
	Iteration 27Q: 3 clusters Score -1732012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1732013.875000 Penalty: 4751.836914
	Iteration 28Q: 3 clusters Score -1732014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1732018.625000 Penalty: 4751.836914
	Iteration 29Q: 3 clusters Score -1732019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1732026.500000 Penalty: 4751.836914
	Iteration 30Q: 3 clusters Score -1732026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1732036.125000 Penalty: 4751.836914
	Iteration 31Q: 3 clusters Score -1732036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1732041.000000 Penalty: 4751.836914
	Iteration 32Q: 3 clusters Score -1732041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1732039.625000 Penalty: 4751.836914
	Iteration 33Q: 3 clusters Score -1732040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1732040.250000 Penalty: 4751.836914
	Iteration 34Q: 3 clusters Score -1732040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1732040.250000 Penalty: 4751.836914
	Iteration 35F: 3 clusters Score -1732040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Entering Unmasked Estep 
Score: -2060805.750000 Penalty: 2419.653809
	Iteration 0F: 2 clusters Score -2060806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2048524.250000 Penalty: 4839.307617
	Iteration 0F: 3 clusters Score -2048524 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2052515.500000 Penalty: 4839.307617
	Iteration 1F: 3 clusters Score -2052516 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2052893.625000 Penalty: 4839.307617
	Iteration 2F: 3 clusters Score -2052894 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2053199.875000 Penalty: 4839.307617
	Iteration 3Q: 3 clusters Score -2053200 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2053495.625000 Penalty: 4839.307617
	Iteration 4Q: 3 clusters Score -2053496 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2053822.000000 Penalty: 4839.307617
	Iteration 5Q: 3 clusters Score -2053822 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2054213.250000 Penalty: 4839.307617
	Iteration 6Q: 3 clusters Score -2054213 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2054726.000000 Penalty: 4839.307617
	Iteration 7Q: 3 clusters Score -2054726 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2055297.375000 Penalty: 4839.307617
	Iteration 8F: 3 clusters Score -2055297 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2055920.000000 Penalty: 4839.307617
	Iteration 9F: 3 clusters Score -2055920 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2056506.750000 Penalty: 4839.307617
	Iteration 10Q: 3 clusters Score -2056507 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2057033.375000 Penalty: 4839.307617
	Iteration 11Q: 3 clusters Score -2057033 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2057433.875000 Penalty: 4839.307617
	Iteration 12Q: 3 clusters Score -2057434 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2057701.000000 Penalty: 4839.307617
	Iteration 13Q: 3 clusters Score -2057701 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2057871.875000 Penalty: 4839.307617
	Iteration 14Q: 3 clusters Score -2057872 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2057997.375000 Penalty: 4839.307617
	Iteration 15Q: 3 clusters Score -2057997 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2058078.375000 Penalty: 4839.307617
	Iteration 16Q: 3 clusters Score -2058078 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2058133.500000 Penalty: 4839.307617
	Iteration 17Q: 3 clusters Score -2058134 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2058185.250000 Penalty: 4839.307617
	Iteration 18Q: 3 clusters Score -2058185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2058226.000000 Penalty: 4839.307617
	Iteration 19Q: 3 clusters Score -2058226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2058263.375000 Penalty: 4839.307617
	Iteration 20F: 3 clusters Score -2058263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2058291.875000 Penalty: 4839.307617
	Iteration 21Q: 3 clusters Score -2058292 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2058311.250000 Penalty: 4839.307617
	Iteration 22Q: 3 clusters Score -2058311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2058338.625000 Penalty: 4839.307617
	Iteration 23Q: 3 clusters Score -2058339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2058352.875000 Penalty: 4839.307617
	Iteration 24Q: 3 clusters Score -2058353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2058373.500000 Penalty: 4839.307617
	Iteration 25Q: 3 clusters Score -2058374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2058386.250000 Penalty: 4839.307617
	Iteration 26Q: 3 clusters Score -2058386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2058397.625000 Penalty: 4839.307617
	Iteration 27Q: 3 clusters Score -2058398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2058405.000000 Penalty: 4839.307617
	Iteration 28Q: 3 clusters Score -2058405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2058409.750000 Penalty: 4839.307617
	Iteration 29Q: 3 clusters Score -2058410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2058421.375000 Penalty: 4839.307617
	Iteration 30Q: 3 clusters Score -2058421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2058424.500000 Penalty: 4839.307617
	Iteration 31Q: 3 clusters Score -2058424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2058426.000000 Penalty: 4839.307617
	Iteration 32Q: 3 clusters Score -2058426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2058432.250000 Penalty: 4839.307617
	Iteration 33Q: 3 clusters Score -2058432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2058435.250000 Penalty: 4839.307617
	Iteration 34Q: 3 clusters Score -2058435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2058440.625000 Penalty: 4839.307617
	Iteration 35Q: 3 clusters Score -2058441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2058446.125000 Penalty: 4839.307617
	Iteration 36Q: 3 clusters Score -2058446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2058448.000000 Penalty: 4839.307617
	Iteration 37Q: 3 clusters Score -2058448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2058460.250000 Penalty: 4839.307617
	Iteration 38Q: 3 clusters Score -2058460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2058462.625000 Penalty: 4839.307617
	Iteration 39Q: 3 clusters Score -2058463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2058469.875000 Penalty: 4839.307617
	Iteration 40F: 3 clusters Score -2058470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2058472.625000 Penalty: 4839.307617
	Iteration 41Q: 3 clusters Score -2058473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2058482.625000 Penalty: 4839.307617
	Iteration 42Q: 3 clusters Score -2058483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2058488.000000 Penalty: 4839.307617
	Iteration 43Q: 3 clusters Score -2058488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2058496.500000 Penalty: 4839.307617
	Iteration 44Q: 3 clusters Score -2058496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2058498.125000 Penalty: 4839.307617
	Iteration 45Q: 3 clusters Score -2058498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2058504.125000 Penalty: 4839.307617
	Iteration 46Q: 3 clusters Score -2058504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2058508.500000 Penalty: 4839.307617
	Iteration 47Q: 3 clusters Score -2058508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2058518.500000 Penalty: 4839.307617
	Iteration 48Q: 3 clusters Score -2058518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2058527.875000 Penalty: 4839.307617
	Iteration 49Q: 3 clusters Score -2058528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2058530.500000 Penalty: 4839.307617
	Iteration 50Q: 3 clusters Score -2058530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2058545.625000 Penalty: 4839.307617
	Iteration 51Q: 3 clusters Score -2058546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2058564.375000 Penalty: 4839.307617
	Iteration 52Q: 3 clusters Score -2058564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2058581.875000 Penalty: 4839.307617
	Iteration 53Q: 3 clusters Score -2058582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2058601.750000 Penalty: 4839.307617
	Iteration 54Q: 3 clusters Score -2058602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2058623.875000 Penalty: 4839.307617
	Iteration 55Q: 3 clusters Score -2058624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2058644.875000 Penalty: 4839.307617
	Iteration 56Q: 3 clusters Score -2058645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2058654.875000 Penalty: 4839.307617
	Iteration 57Q: 3 clusters Score -2058655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2058664.250000 Penalty: 4839.307617
	Iteration 58Q: 3 clusters Score -2058664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2058683.250000 Penalty: 4839.307617
	Iteration 59Q: 3 clusters Score -2058683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2058689.625000 Penalty: 4839.307617
	Iteration 60F: 3 clusters Score -2058690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2058708.500000 Penalty: 4839.307617
	Iteration 61Q: 3 clusters Score -2058708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2058723.375000 Penalty: 4839.307617
	Iteration 62Q: 3 clusters Score -2058723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2058737.500000 Penalty: 4839.307617
	Iteration 63Q: 3 clusters Score -2058738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2058742.750000 Penalty: 4839.307617
	Iteration 64Q: 3 clusters Score -2058743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2058761.750000 Penalty: 4839.307617
	Iteration 65Q: 3 clusters Score -2058762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2058776.500000 Penalty: 4839.307617
	Iteration 66Q: 3 clusters Score -2058776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2058787.500000 Penalty: 4839.307617
	Iteration 67Q: 3 clusters Score -2058788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2058795.125000 Penalty: 4839.307617
	Iteration 68Q: 3 clusters Score -2058795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2058809.250000 Penalty: 4839.307617
	Iteration 69Q: 3 clusters Score -2058809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2058815.625000 Penalty: 4839.307617
	Iteration 70Q: 3 clusters Score -2058816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2058828.625000 Penalty: 4839.307617
	Iteration 71Q: 3 clusters Score -2058829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2058836.500000 Penalty: 4839.307617
	Iteration 72Q: 3 clusters Score -2058836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2058839.750000 Penalty: 4839.307617
	Iteration 73Q: 3 clusters Score -2058840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2058850.000000 Penalty: 4839.307617
	Iteration 74Q: 3 clusters Score -2058850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2058853.625000 Penalty: 4839.307617
	Iteration 75Q: 3 clusters Score -2058854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2058859.500000 Penalty: 4839.307617
	Iteration 76Q: 3 clusters Score -2058860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2058861.875000 Penalty: 4839.307617
	Iteration 77Q: 3 clusters Score -2058862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2058867.500000 Penalty: 4839.307617
	Iteration 78Q: 3 clusters Score -2058868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2058872.250000 Penalty: 4839.307617
	Iteration 79Q: 3 clusters Score -2058872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2058869.375000 Penalty: 4839.307617
	Iteration 80F: 3 clusters Score -2058869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2058866.375000 Penalty: 4839.307617
	Iteration 81Q: 3 clusters Score -2058866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2058872.500000 Penalty: 4839.307617
	Iteration 82Q: 3 clusters Score -2058872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2058876.250000 Penalty: 4839.307617
	Iteration 83Q: 3 clusters Score -2058876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2058872.875000 Penalty: 4839.307617
	Iteration 84Q: 3 clusters Score -2058873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2058879.000000 Penalty: 4839.307617
	Iteration 85Q: 3 clusters Score -2058879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2058882.625000 Penalty: 4839.307617
	Iteration 86Q: 3 clusters Score -2058883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2058881.250000 Penalty: 4839.307617
	Iteration 87Q: 3 clusters Score -2058881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2058881.875000 Penalty: 4839.307617
	Iteration 88Q: 3 clusters Score -2058882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2058886.375000 Penalty: 4839.307617
	Iteration 89Q: 3 clusters Score -2058886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2058891.250000 Penalty: 4839.307617
	Iteration 90Q: 3 clusters Score -2058891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2058890.250000 Penalty: 4839.307617
	Iteration 91Q: 3 clusters Score -2058890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2058892.625000 Penalty: 4839.307617
	Iteration 92Q: 3 clusters Score -2058893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2058893.125000 Penalty: 4839.307617
	Iteration 93Q: 3 clusters Score -2058893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2058891.750000 Penalty: 4839.307617
	Iteration 94Q: 3 clusters Score -2058892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2058893.875000 Penalty: 4839.307617
	Iteration 95Q: 3 clusters Score -2058894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2058899.125000 Penalty: 4839.307617
	Iteration 96Q: 3 clusters Score -2058899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2058899.000000 Penalty: 4839.307617
	Iteration 97Q: 3 clusters Score -2058899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2058899.375000 Penalty: 4839.307617
	Iteration 98Q: 3 clusters Score -2058899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2058899.250000 Penalty: 4839.307617
	Iteration 99Q: 3 clusters Score -2058899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2058898.750000 Penalty: 4839.307617
	Iteration 100F: 3 clusters Score -2058899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2058897.500000 Penalty: 4839.307617
	Iteration 101Q: 3 clusters Score -2058898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2058900.000000 Penalty: 4839.307617
	Iteration 102Q: 3 clusters Score -2058900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2058900.250000 Penalty: 4839.307617
	Iteration 103Q: 3 clusters Score -2058900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2058900.250000 Penalty: 4839.307617
	Iteration 104F: 3 clusters Score -2058900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -404194.500000 Penalty: 2024.798706
	Iteration 0F: 2 clusters Score -404194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -400564.937500 Penalty: 4049.597412
	Iteration 0F: 3 clusters Score -400564.9 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -401387.906250 Penalty: 4049.597412
	Iteration 1F: 3 clusters Score -401387.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -401572.093750 Penalty: 4049.597412
	Iteration 2F: 3 clusters Score -401572.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -401657.156250 Penalty: 4049.597412
	Iteration 3Q: 3 clusters Score -401657.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -401724.000000 Penalty: 4049.597412
	Iteration 4Q: 3 clusters Score -401724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -401768.531250 Penalty: 4049.597412
	Iteration 5Q: 3 clusters Score -401768.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -401800.281250 Penalty: 4049.597412
	Iteration 6Q: 3 clusters Score -401800.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -401832.968750 Penalty: 4049.597412
	Iteration 7Q: 3 clusters Score -401833 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -401870.781250 Penalty: 4049.597412
	Iteration 8Q: 3 clusters Score -401870.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -401904.031250 Penalty: 4049.597412
	Iteration 9Q: 3 clusters Score -401904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -401940.781250 Penalty: 4049.597412
	Iteration 10Q: 3 clusters Score -401940.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -401969.656250 Penalty: 4049.597412
	Iteration 11Q: 3 clusters Score -401969.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -401990.281250 Penalty: 4049.597412
	Iteration 12Q: 3 clusters Score -401990.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -402014.062500 Penalty: 4049.597412
	Iteration 13Q: 3 clusters Score -402014.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -402035.093750 Penalty: 4049.597412
	Iteration 14Q: 3 clusters Score -402035.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -402061.156250 Penalty: 4049.597412
	Iteration 15Q: 3 clusters Score -402061.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -402089.062500 Penalty: 4049.597412
	Iteration 16Q: 3 clusters Score -402089.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -402124.375000 Penalty: 4049.597412
	Iteration 17Q: 3 clusters Score -402124.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -402157.343750 Penalty: 4049.597412
	Iteration 18Q: 3 clusters Score -402157.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402179.593750 Penalty: 4049.597412
	Iteration 19Q: 3 clusters Score -402179.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -402195.000000 Penalty: 4049.597412
	Iteration 20F: 3 clusters Score -402195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -402214.531250 Penalty: 4049.597412
	Iteration 21Q: 3 clusters Score -402214.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -402249.718750 Penalty: 4049.597412
	Iteration 22Q: 3 clusters Score -402249.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -402308.750000 Penalty: 4049.597412
	Iteration 23Q: 3 clusters Score -402308.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -402394.062500 Penalty: 4049.597412
	Iteration 24Q: 3 clusters Score -402394.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -402501.406250 Penalty: 4049.597412
	Iteration 25Q: 3 clusters Score -402501.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -402634.875000 Penalty: 4049.597412
	Iteration 26Q: 3 clusters Score -402634.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -402774.281250 Penalty: 4049.597412
	Iteration 27Q: 3 clusters Score -402774.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -402889.281250 Penalty: 4049.597412
	Iteration 28Q: 3 clusters Score -402889.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -402969.187500 Penalty: 4049.597412
	Iteration 29Q: 3 clusters Score -402969.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -403011.156250 Penalty: 4049.597412
	Iteration 30Q: 3 clusters Score -403011.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -403046.250000 Penalty: 4049.597412
	Iteration 31Q: 3 clusters Score -403046.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -403088.468750 Penalty: 4049.597412
	Iteration 32Q: 3 clusters Score -403088.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -403115.375000 Penalty: 4049.597412
	Iteration 33Q: 3 clusters Score -403115.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -403140.437500 Penalty: 4049.597412
	Iteration 34Q: 3 clusters Score -403140.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -403169.156250 Penalty: 4049.597412
	Iteration 35Q: 3 clusters Score -403169.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -403189.375000 Penalty: 4049.597412
	Iteration 36Q: 3 clusters Score -403189.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -403206.031250 Penalty: 4049.597412
	Iteration 37Q: 3 clusters Score -403206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -403218.406250 Penalty: 4049.597412
	Iteration 38Q: 3 clusters Score -403218.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -403229.031250 Penalty: 4049.597412
	Iteration 39Q: 3 clusters Score -403229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -403237.218750 Penalty: 4049.597412
	Iteration 40F: 3 clusters Score -403237.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -403252.968750 Penalty: 4049.597412
	Iteration 41Q: 3 clusters Score -403253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -403270.562500 Penalty: 4049.597412
	Iteration 42Q: 3 clusters Score -403270.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -403291.906250 Penalty: 4049.597412
	Iteration 43Q: 3 clusters Score -403291.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -403307.468750 Penalty: 4049.597412
	Iteration 44Q: 3 clusters Score -403307.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -403320.062500 Penalty: 4049.597412
	Iteration 45Q: 3 clusters Score -403320.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -403324.750000 Penalty: 4049.597412
	Iteration 46Q: 3 clusters Score -403324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -403329.031250 Penalty: 4049.597412
	Iteration 47Q: 3 clusters Score -403329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -403331.593750 Penalty: 4049.597412
	Iteration 48Q: 3 clusters Score -403331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -403338.906250 Penalty: 4049.597412
	Iteration 49Q: 3 clusters Score -403338.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -403347.093750 Penalty: 4049.597412
	Iteration 50Q: 3 clusters Score -403347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -403352.250000 Penalty: 4049.597412
	Iteration 51Q: 3 clusters Score -403352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -403354.468750 Penalty: 4049.597412
	Iteration 52Q: 3 clusters Score -403354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -403358.812500 Penalty: 4049.597412
	Iteration 53Q: 3 clusters Score -403358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -403361.093750 Penalty: 4049.597412
	Iteration 54Q: 3 clusters Score -403361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -403365.281250 Penalty: 4049.597412
	Iteration 55Q: 3 clusters Score -403365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -403368.000000 Penalty: 4049.597412
	Iteration 56Q: 3 clusters Score -403368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -403371.250000 Penalty: 4049.597412
	Iteration 57Q: 3 clusters Score -403371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -403376.312500 Penalty: 4049.597412
	Iteration 58Q: 3 clusters Score -403376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -403378.500000 Penalty: 4049.597412
	Iteration 59Q: 3 clusters Score -403378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -403381.750000 Penalty: 4049.597412
	Iteration 60F: 3 clusters Score -403381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -403383.968750 Penalty: 4049.597412
	Iteration 61Q: 3 clusters Score -403384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -403387.843750 Penalty: 4049.597412
	Iteration 62Q: 3 clusters Score -403387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -403398.593750 Penalty: 4049.597412
	Iteration 63Q: 3 clusters Score -403398.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -403413.937500 Penalty: 4049.597412
	Iteration 64Q: 3 clusters Score -403413.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -403424.031250 Penalty: 4049.597412
	Iteration 65Q: 3 clusters Score -403424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -403433.625000 Penalty: 4049.597412
	Iteration 66Q: 3 clusters Score -403433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403439.531250 Penalty: 4049.597412
	Iteration 67Q: 3 clusters Score -403439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -403445.125000 Penalty: 4049.597412
	Iteration 68Q: 3 clusters Score -403445.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -403450.156250 Penalty: 4049.597412
	Iteration 69Q: 3 clusters Score -403450.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -403455.500000 Penalty: 4049.597412
	Iteration 70Q: 3 clusters Score -403455.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -403456.843750 Penalty: 4049.597412
	Iteration 71Q: 3 clusters Score -403456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -403456.781250 Penalty: 4049.597412
	Iteration 72Q: 3 clusters Score -403456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -403457.187500 Penalty: 4049.597412
	Iteration 73Q: 3 clusters Score -403457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -403458.375000 Penalty: 4049.597412
	Iteration 74Q: 3 clusters Score -403458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -403458.656250 Penalty: 4049.597412
	Iteration 75Q: 3 clusters Score -403458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -403459.281250 Penalty: 4049.597412
	Iteration 76Q: 3 clusters Score -403459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -403459.281250 Penalty: 4049.597412
	Iteration 77F: 3 clusters Score -403459.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -446022.625000 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -446022.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -442150.281250 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -442150.3 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -443299.468750 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -443299.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -443819.031250 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -443819 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -444239.093750 Penalty: 4105.470215
	Iteration 3F: 3 clusters Score -444239.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -444559.562500 Penalty: 4105.470215
	Iteration 4F: 3 clusters Score -444559.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -444736.281250 Penalty: 4105.470215
	Iteration 5F: 3 clusters Score -444736.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -444872.156250 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -444872.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -444984.875000 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -444984.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -445041.375000 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -445041.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -445077.750000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -445077.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -445104.250000 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -445104.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -445121.250000 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -445121.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -445131.843750 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -445131.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -445138.593750 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -445138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -445142.656250 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -445142.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -445147.500000 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -445147.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -445152.625000 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -445152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -445156.125000 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -445156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -445158.437500 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -445158.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -445160.875000 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -445160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -445162.218750 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -445162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -445162.906250 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -445162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -445163.656250 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -445163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -445163.656250 Penalty: 4105.470215
	Iteration 23F: 3 clusters Score -445163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -44113.339844 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -44113.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42710.351562 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -42710.35 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42950.574219 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -42950.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43132.398438 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43132.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43266.714844 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -43266.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43362.808594 Penalty: 3019.040283
	Iteration 4F: 3 clusters Score -43362.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43461.398438 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -43461.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43581.882812 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -43581.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43616.164062 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -43616.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43637.453125 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -43637.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43643.425781 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -43643.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43644.652344 Penalty: 3019.040283
	Iteration 10F: 3 clusters Score -43644.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43647.808594 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -43647.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43647.808594 Penalty: 3019.040283
	Iteration 12F: 3 clusters Score -43647.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -1522246.750000 Penalty: 2341.105957
	Iteration 0F: 2 clusters Score -1522247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1512885.125000 Penalty: 4682.211914
	Iteration 0F: 3 clusters Score -1512885 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1515789.375000 Penalty: 4682.211914
	Iteration 1F: 3 clusters Score -1515789 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1516111.000000 Penalty: 4682.211914
	Iteration 2F: 3 clusters Score -1516111 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1516328.375000 Penalty: 4682.211914
	Iteration 3Q: 3 clusters Score -1516328 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1516486.000000 Penalty: 4682.211914
	Iteration 4Q: 3 clusters Score -1516486 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1516609.250000 Penalty: 4682.211914
	Iteration 5Q: 3 clusters Score -1516609 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1516711.125000 Penalty: 4682.211914
	Iteration 6Q: 3 clusters Score -1516711 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1516785.500000 Penalty: 4682.211914
	Iteration 7Q: 3 clusters Score -1516786 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1516850.625000 Penalty: 4682.211914
	Iteration 8Q: 3 clusters Score -1516851 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1516911.250000 Penalty: 4682.211914
	Iteration 9Q: 3 clusters Score -1516911 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1516967.625000 Penalty: 4682.211914
	Iteration 10Q: 3 clusters Score -1516968 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1517033.125000 Penalty: 4682.211914
	Iteration 11Q: 3 clusters Score -1517033 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1517120.625000 Penalty: 4682.211914
	Iteration 12Q: 3 clusters Score -1517121 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1517219.000000 Penalty: 4682.211914
	Iteration 13Q: 3 clusters Score -1517219 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1517346.250000 Penalty: 4682.211914
	Iteration 14Q: 3 clusters Score -1517346 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1517507.750000 Penalty: 4682.211914
	Iteration 15Q: 3 clusters Score -1517508 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1517709.375000 Penalty: 4682.211914
	Iteration 16Q: 3 clusters Score -1517709 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1517965.875000 Penalty: 4682.211914
	Iteration 17Q: 3 clusters Score -1517966 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1518283.625000 Penalty: 4682.211914
	Iteration 18Q: 3 clusters Score -1518284 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1518662.250000 Penalty: 4682.211914
	Iteration 19Q: 3 clusters Score -1518662 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1519013.375000 Penalty: 4682.211914
	Iteration 20F: 3 clusters Score -1519013 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1519339.625000 Penalty: 4682.211914
	Iteration 21Q: 3 clusters Score -1519340 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1519619.625000 Penalty: 4682.211914
	Iteration 22Q: 3 clusters Score -1519620 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1519809.125000 Penalty: 4682.211914
	Iteration 23Q: 3 clusters Score -1519809 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1519923.125000 Penalty: 4682.211914
	Iteration 24Q: 3 clusters Score -1519923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1520004.625000 Penalty: 4682.211914
	Iteration 25Q: 3 clusters Score -1520005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1520062.375000 Penalty: 4682.211914
	Iteration 26Q: 3 clusters Score -1520062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1520103.250000 Penalty: 4682.211914
	Iteration 27Q: 3 clusters Score -1520103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1520135.250000 Penalty: 4682.211914
	Iteration 28Q: 3 clusters Score -1520135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1520152.000000 Penalty: 4682.211914
	Iteration 29Q: 3 clusters Score -1520152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1520171.875000 Penalty: 4682.211914
	Iteration 30Q: 3 clusters Score -1520172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1520181.500000 Penalty: 4682.211914
	Iteration 31Q: 3 clusters Score -1520182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1520189.875000 Penalty: 4682.211914
	Iteration 32Q: 3 clusters Score -1520190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1520206.000000 Penalty: 4682.211914
	Iteration 33Q: 3 clusters Score -1520206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1520212.750000 Penalty: 4682.211914
	Iteration 34Q: 3 clusters Score -1520213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1520213.375000 Penalty: 4682.211914
	Iteration 35Q: 3 clusters Score -1520213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1520219.125000 Penalty: 4682.211914
	Iteration 36Q: 3 clusters Score -1520219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1520220.250000 Penalty: 4682.211914
	Iteration 37Q: 3 clusters Score -1520220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1520222.750000 Penalty: 4682.211914
	Iteration 38Q: 3 clusters Score -1520223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1520222.750000 Penalty: 4682.211914
	Iteration 39F: 3 clusters Score -1520223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Entering Unmasked Estep 
Score: -1203132.625000 Penalty: 2279.861572
	Iteration 0F: 2 clusters Score -1203133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1195590.875000 Penalty: 4559.723145
	Iteration 0F: 3 clusters Score -1195591 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1197893.625000 Penalty: 4559.723145
	Iteration 1F: 3 clusters Score -1197894 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1198299.250000 Penalty: 4559.723145
	Iteration 2F: 3 clusters Score -1198299 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1198623.875000 Penalty: 4559.723145
	Iteration 3F: 3 clusters Score -1198624 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1198959.125000 Penalty: 4559.723145
	Iteration 4F: 3 clusters Score -1198959 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1199298.375000 Penalty: 4559.723145
	Iteration 5F: 3 clusters Score -1199298 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1199618.500000 Penalty: 4559.723145
	Iteration 6F: 3 clusters Score -1199618 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1199933.000000 Penalty: 4559.723145
	Iteration 7Q: 3 clusters Score -1199933 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1200196.125000 Penalty: 4559.723145
	Iteration 8Q: 3 clusters Score -1200196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1200399.375000 Penalty: 4559.723145
	Iteration 9Q: 3 clusters Score -1200399 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1200596.125000 Penalty: 4559.723145
	Iteration 10Q: 3 clusters Score -1200596 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1200764.375000 Penalty: 4559.723145
	Iteration 11Q: 3 clusters Score -1200764 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1200877.375000 Penalty: 4559.723145
	Iteration 12Q: 3 clusters Score -1200877 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1200968.375000 Penalty: 4559.723145
	Iteration 13Q: 3 clusters Score -1200968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1201037.125000 Penalty: 4559.723145
	Iteration 14Q: 3 clusters Score -1201037 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1201093.750000 Penalty: 4559.723145
	Iteration 15Q: 3 clusters Score -1201094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1201140.125000 Penalty: 4559.723145
	Iteration 16Q: 3 clusters Score -1201140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1201179.500000 Penalty: 4559.723145
	Iteration 17Q: 3 clusters Score -1201180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1201215.125000 Penalty: 4559.723145
	Iteration 18Q: 3 clusters Score -1201215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1201252.000000 Penalty: 4559.723145
	Iteration 19Q: 3 clusters Score -1201252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1201278.750000 Penalty: 4559.723145
	Iteration 20F: 3 clusters Score -1201279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1201301.000000 Penalty: 4559.723145
	Iteration 21Q: 3 clusters Score -1201301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1201319.375000 Penalty: 4559.723145
	Iteration 22Q: 3 clusters Score -1201319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1201332.750000 Penalty: 4559.723145
	Iteration 23Q: 3 clusters Score -1201333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1201345.875000 Penalty: 4559.723145
	Iteration 24Q: 3 clusters Score -1201346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1201347.000000 Penalty: 4559.723145
	Iteration 25Q: 3 clusters Score -1201347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1201356.000000 Penalty: 4559.723145
	Iteration 26Q: 3 clusters Score -1201356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1201359.625000 Penalty: 4559.723145
	Iteration 27Q: 3 clusters Score -1201360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1201369.000000 Penalty: 4559.723145
	Iteration 28Q: 3 clusters Score -1201369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1201377.250000 Penalty: 4559.723145
	Iteration 29Q: 3 clusters Score -1201377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1201379.750000 Penalty: 4559.723145
	Iteration 30Q: 3 clusters Score -1201380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1201383.375000 Penalty: 4559.723145
	Iteration 31Q: 3 clusters Score -1201383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1201387.750000 Penalty: 4559.723145
	Iteration 32Q: 3 clusters Score -1201388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1201391.000000 Penalty: 4559.723145
	Iteration 33Q: 3 clusters Score -1201391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1201391.125000 Penalty: 4559.723145
	Iteration 34Q: 3 clusters Score -1201391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1201392.750000 Penalty: 4559.723145
	Iteration 35Q: 3 clusters Score -1201393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1201398.250000 Penalty: 4559.723145
	Iteration 36Q: 3 clusters Score -1201398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1201403.375000 Penalty: 4559.723145
	Iteration 37Q: 3 clusters Score -1201403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1201406.125000 Penalty: 4559.723145
	Iteration 38Q: 3 clusters Score -1201406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1201408.500000 Penalty: 4559.723145
	Iteration 39Q: 3 clusters Score -1201408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1201410.750000 Penalty: 4559.723145
	Iteration 40F: 3 clusters Score -1201411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1201411.875000 Penalty: 4559.723145
	Iteration 41Q: 3 clusters Score -1201412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1201413.625000 Penalty: 4559.723145
	Iteration 42Q: 3 clusters Score -1201414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1201413.000000 Penalty: 4559.723145
	Iteration 43Q: 3 clusters Score -1201413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1201414.000000 Penalty: 4559.723145
	Iteration 44Q: 3 clusters Score -1201414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1201413.000000 Penalty: 4559.723145
	Iteration 45Q: 3 clusters Score -1201413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1201413.625000 Penalty: 4559.723145
	Iteration 46Q: 3 clusters Score -1201414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1201414.250000 Penalty: 4559.723145
	Iteration 47Q: 3 clusters Score -1201414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1201416.000000 Penalty: 4559.723145
	Iteration 48Q: 3 clusters Score -1201416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1201416.000000 Penalty: 4559.723145
	Iteration 49F: 3 clusters Score -1201416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (175255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175255 members 
Entering Unmasked Estep 
Score: -21734692.000000 Penalty: 2994.351318
	Iteration 0F: 2 clusters Score -2.173469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -21619142.000000 Penalty: 5988.702637
	Iteration 0F: 3 clusters Score -2.161914e+07 nChanged 84176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -21668482.000000 Penalty: 5988.702637
	Iteration 1F: 3 clusters Score -2.166848e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -21669564.000000 Penalty: 5988.702637
	Iteration 2Q: 3 clusters Score -2.166956e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -21671262.000000 Penalty: 5988.702637
	Iteration 3Q: 3 clusters Score -2.167126e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -21673356.000000 Penalty: 5988.702637
	Iteration 4Q: 3 clusters Score -2.167336e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -21675954.000000 Penalty: 5988.702637
	Iteration 5Q: 3 clusters Score -2.167595e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -21679738.000000 Penalty: 5988.702637
	Iteration 6Q: 3 clusters Score -2.167974e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -21684322.000000 Penalty: 5988.702637
	Iteration 7F: 3 clusters Score -2.168432e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -21689934.000000 Penalty: 5988.702637
	Iteration 8F: 3 clusters Score -2.168993e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -21695932.000000 Penalty: 5988.702637
	Iteration 9F: 3 clusters Score -2.169593e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -21701674.000000 Penalty: 5988.702637
	Iteration 10F: 3 clusters Score -2.170167e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -21707270.000000 Penalty: 5988.702637
	Iteration 11F: 3 clusters Score -2.170727e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134547 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -21712398.000000 Penalty: 5988.702637
	Iteration 12Q: 3 clusters Score -2.17124e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142605 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -21716988.000000 Penalty: 5988.702637
	Iteration 13Q: 3 clusters Score -2.171699e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -21721302.000000 Penalty: 5988.702637
	Iteration 14Q: 3 clusters Score -2.17213e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -21724538.000000 Penalty: 5988.702637
	Iteration 15Q: 3 clusters Score -2.172454e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161741 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -21727280.000000 Penalty: 5988.702637
	Iteration 16Q: 3 clusters Score -2.172728e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -21729372.000000 Penalty: 5988.702637
	Iteration 17Q: 3 clusters Score -2.172937e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168329 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -21730498.000000 Penalty: 5988.702637
	Iteration 18Q: 3 clusters Score -2.17305e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -21731326.000000 Penalty: 5988.702637
	Iteration 19Q: 3 clusters Score -2.173133e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -21731754.000000 Penalty: 5988.702637
	Iteration 20F: 3 clusters Score -2.173175e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -21731972.000000 Penalty: 5988.702637
	Iteration 21Q: 3 clusters Score -2.173197e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21732104.000000 Penalty: 5988.702637
	Iteration 22Q: 3 clusters Score -2.17321e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172602 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21732206.000000 Penalty: 5988.702637
	Iteration 23Q: 3 clusters Score -2.173221e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -21732250.000000 Penalty: 5988.702637
	Iteration 24Q: 3 clusters Score -2.173225e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21732290.000000 Penalty: 5988.702637
	Iteration 25Q: 3 clusters Score -2.173229e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21732306.000000 Penalty: 5988.702637
	Iteration 26Q: 3 clusters Score -2.173231e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173199 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21732366.000000 Penalty: 5988.702637
	Iteration 27Q: 3 clusters Score -2.173237e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -21732408.000000 Penalty: 5988.702637
	Iteration 28Q: 3 clusters Score -2.173241e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173318 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21732446.000000 Penalty: 5988.702637
	Iteration 29Q: 3 clusters Score -2.173245e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -21732466.000000 Penalty: 5988.702637
	Iteration 30Q: 3 clusters Score -2.173247e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21732464.000000 Penalty: 5988.702637
	Iteration 31Q: 3 clusters Score -2.173246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173421 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21732486.000000 Penalty: 5988.702637
	Iteration 32Q: 3 clusters Score -2.173249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21732522.000000 Penalty: 5988.702637
	Iteration 33Q: 3 clusters Score -2.173252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173489 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21732548.000000 Penalty: 5988.702637
	Iteration 34Q: 3 clusters Score -2.173255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173512 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -21732546.000000 Penalty: 5988.702637
	Iteration 35Q: 3 clusters Score -2.173255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -21732536.000000 Penalty: 5988.702637
	Iteration 36Q: 3 clusters Score -2.173254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -21732564.000000 Penalty: 5988.702637
	Iteration 37Q: 3 clusters Score -2.173256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21732548.000000 Penalty: 5988.702637
	Iteration 38Q: 3 clusters Score -2.173255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -21732568.000000 Penalty: 5988.702637
	Iteration 39Q: 3 clusters Score -2.173257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21732584.000000 Penalty: 5988.702637
	Iteration 40F: 3 clusters Score -2.173258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173604 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21732592.000000 Penalty: 5988.702637
	Iteration 41Q: 3 clusters Score -2.173259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173613 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -21732576.000000 Penalty: 5988.702637
	Iteration 42Q: 3 clusters Score -2.173258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21732584.000000 Penalty: 5988.702637
	Iteration 43Q: 3 clusters Score -2.173258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173621 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21732572.000000 Penalty: 5988.702637
	Iteration 44Q: 3 clusters Score -2.173257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173624 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -21732564.000000 Penalty: 5988.702637
	Iteration 45Q: 3 clusters Score -2.173256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173628 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -21732572.000000 Penalty: 5988.702637
	Iteration 46Q: 3 clusters Score -2.173257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173629 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -21732564.000000 Penalty: 5988.702637
	Iteration 47Q: 3 clusters Score -2.173256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173630 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21732570.000000 Penalty: 5988.702637
	Iteration 48Q: 3 clusters Score -2.173257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173630 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21732570.000000 Penalty: 5988.702637
	Iteration 49F: 3 clusters Score -2.173257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -781363.437500 Penalty: 2183.732910
	Iteration 0F: 2 clusters Score -781363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -775818.750000 Penalty: 4367.465820
	Iteration 0F: 3 clusters Score -775818.8 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -777316.250000 Penalty: 4367.465820
	Iteration 1F: 3 clusters Score -777316.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -777528.125000 Penalty: 4367.465820
	Iteration 2F: 3 clusters Score -777528.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -777660.562500 Penalty: 4367.465820
	Iteration 3Q: 3 clusters Score -777660.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -777738.437500 Penalty: 4367.465820
	Iteration 4Q: 3 clusters Score -777738.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -777798.312500 Penalty: 4367.465820
	Iteration 5Q: 3 clusters Score -777798.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -777857.375000 Penalty: 4367.465820
	Iteration 6Q: 3 clusters Score -777857.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -777903.500000 Penalty: 4367.465820
	Iteration 7Q: 3 clusters Score -777903.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -777948.625000 Penalty: 4367.465820
	Iteration 8Q: 3 clusters Score -777948.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -777998.187500 Penalty: 4367.465820
	Iteration 9Q: 3 clusters Score -777998.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -778051.812500 Penalty: 4367.465820
	Iteration 10Q: 3 clusters Score -778051.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -778124.125000 Penalty: 4367.465820
	Iteration 11Q: 3 clusters Score -778124.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -778214.875000 Penalty: 4367.465820
	Iteration 12Q: 3 clusters Score -778214.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -778327.812500 Penalty: 4367.465820
	Iteration 13Q: 3 clusters Score -778327.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -778486.875000 Penalty: 4367.465820
	Iteration 14Q: 3 clusters Score -778486.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -778653.687500 Penalty: 4367.465820
	Iteration 15Q: 3 clusters Score -778653.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -778834.500000 Penalty: 4367.465820
	Iteration 16Q: 3 clusters Score -778834.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -779008.125000 Penalty: 4367.465820
	Iteration 17Q: 3 clusters Score -779008.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -779178.000000 Penalty: 4367.465820
	Iteration 18Q: 3 clusters Score -779178 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -779331.500000 Penalty: 4367.465820
	Iteration 19Q: 3 clusters Score -779331.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -779467.000000 Penalty: 4367.465820
	Iteration 20F: 3 clusters Score -779467 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -779593.500000 Penalty: 4367.465820
	Iteration 21Q: 3 clusters Score -779593.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -779711.375000 Penalty: 4367.465820
	Iteration 22Q: 3 clusters Score -779711.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -779793.750000 Penalty: 4367.465820
	Iteration 23Q: 3 clusters Score -779793.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -779850.500000 Penalty: 4367.465820
	Iteration 24Q: 3 clusters Score -779850.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -779897.000000 Penalty: 4367.465820
	Iteration 25Q: 3 clusters Score -779897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -779945.625000 Penalty: 4367.465820
	Iteration 26Q: 3 clusters Score -779945.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -779989.187500 Penalty: 4367.465820
	Iteration 27Q: 3 clusters Score -779989.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -780033.937500 Penalty: 4367.465820
	Iteration 28Q: 3 clusters Score -780033.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -780084.500000 Penalty: 4367.465820
	Iteration 29Q: 3 clusters Score -780084.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -780115.312500 Penalty: 4367.465820
	Iteration 30Q: 3 clusters Score -780115.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -780137.312500 Penalty: 4367.465820
	Iteration 31Q: 3 clusters Score -780137.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -780151.562500 Penalty: 4367.465820
	Iteration 32Q: 3 clusters Score -780151.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -780162.187500 Penalty: 4367.465820
	Iteration 33Q: 3 clusters Score -780162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -780173.812500 Penalty: 4367.465820
	Iteration 34Q: 3 clusters Score -780173.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -780186.125000 Penalty: 4367.465820
	Iteration 35Q: 3 clusters Score -780186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -780197.875000 Penalty: 4367.465820
	Iteration 36Q: 3 clusters Score -780197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -780203.687500 Penalty: 4367.465820
	Iteration 37Q: 3 clusters Score -780203.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -780211.875000 Penalty: 4367.465820
	Iteration 38Q: 3 clusters Score -780211.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -780217.687500 Penalty: 4367.465820
	Iteration 39Q: 3 clusters Score -780217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -780221.937500 Penalty: 4367.465820
	Iteration 40F: 3 clusters Score -780221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -780222.937500 Penalty: 4367.465820
	Iteration 41Q: 3 clusters Score -780222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -780224.125000 Penalty: 4367.465820
	Iteration 42Q: 3 clusters Score -780224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -780223.812500 Penalty: 4367.465820
	Iteration 43Q: 3 clusters Score -780223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -780223.812500 Penalty: 4367.465820
	Iteration 44F: 3 clusters Score -780223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Entering Unmasked Estep 
Score: -4140093.000000 Penalty: 2586.314941
	Iteration 0F: 2 clusters Score -4140093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4117008.500000 Penalty: 5172.629883
	Iteration 0F: 3 clusters Score -4117008 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4125530.750000 Penalty: 5172.629883
	Iteration 1F: 3 clusters Score -4125531 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4125992.000000 Penalty: 5172.629883
	Iteration 2Q: 3 clusters Score -4125992 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4126440.250000 Penalty: 5172.629883
	Iteration 3Q: 3 clusters Score -4126440 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4126884.250000 Penalty: 5172.629883
	Iteration 4Q: 3 clusters Score -4126884 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4127346.250000 Penalty: 5172.629883
	Iteration 5Q: 3 clusters Score -4127346 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4127889.250000 Penalty: 5172.629883
	Iteration 6Q: 3 clusters Score -4127889 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4128439.250000 Penalty: 5172.629883
	Iteration 7Q: 3 clusters Score -4128439 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4129086.250000 Penalty: 5172.629883
	Iteration 8Q: 3 clusters Score -4129086 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4129832.750000 Penalty: 5172.629883
	Iteration 9Q: 3 clusters Score -4129833 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4130774.750000 Penalty: 5172.629883
	Iteration 10Q: 3 clusters Score -4130775 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4131842.500000 Penalty: 5172.629883
	Iteration 11F: 3 clusters Score -4131842 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4133100.500000 Penalty: 5172.629883
	Iteration 12F: 3 clusters Score -4133100 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4134350.750000 Penalty: 5172.629883
	Iteration 13Q: 3 clusters Score -4134351 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4135505.250000 Penalty: 5172.629883
	Iteration 14Q: 3 clusters Score -4135505 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4136283.000000 Penalty: 5172.629883
	Iteration 15Q: 3 clusters Score -4136283 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4136825.750000 Penalty: 5172.629883
	Iteration 16Q: 3 clusters Score -4136826 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4137201.250000 Penalty: 5172.629883
	Iteration 17Q: 3 clusters Score -4137201 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4137429.500000 Penalty: 5172.629883
	Iteration 18Q: 3 clusters Score -4137430 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4137552.750000 Penalty: 5172.629883
	Iteration 19Q: 3 clusters Score -4137553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4137635.750000 Penalty: 5172.629883
	Iteration 20F: 3 clusters Score -4137636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4137721.000000 Penalty: 5172.629883
	Iteration 21Q: 3 clusters Score -4137721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4137752.750000 Penalty: 5172.629883
	Iteration 22Q: 3 clusters Score -4137753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4137776.750000 Penalty: 5172.629883
	Iteration 23Q: 3 clusters Score -4137777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4137798.000000 Penalty: 5172.629883
	Iteration 24Q: 3 clusters Score -4137798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4137812.500000 Penalty: 5172.629883
	Iteration 25Q: 3 clusters Score -4137812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -4137813.250000 Penalty: 5172.629883
	Iteration 26Q: 3 clusters Score -4137813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4137819.500000 Penalty: 5172.629883
	Iteration 27Q: 3 clusters Score -4137820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -4137831.750000 Penalty: 5172.629883
	Iteration 28Q: 3 clusters Score -4137832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4137840.500000 Penalty: 5172.629883
	Iteration 29Q: 3 clusters Score -4137840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4137852.000000 Penalty: 5172.629883
	Iteration 30Q: 3 clusters Score -4137852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4137857.750000 Penalty: 5172.629883
	Iteration 31Q: 3 clusters Score -4137858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4137860.000000 Penalty: 5172.629883
	Iteration 32Q: 3 clusters Score -4137860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4137866.500000 Penalty: 5172.629883
	Iteration 33Q: 3 clusters Score -4137866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4137868.000000 Penalty: 5172.629883
	Iteration 34Q: 3 clusters Score -4137868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4137863.750000 Penalty: 5172.629883
	Iteration 35Q: 3 clusters Score -4137864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4137863.750000 Penalty: 5172.629883
	Iteration 36F: 3 clusters Score -4137864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Entering Unmasked Estep 
Score: -2394339.500000 Penalty: 2449.786133
	Iteration 0F: 2 clusters Score -2394340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2380613.500000 Penalty: 4899.572266
	Iteration 0F: 3 clusters Score -2380614 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2385366.500000 Penalty: 4899.572266
	Iteration 1F: 3 clusters Score -2385366 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2385807.250000 Penalty: 4899.572266
	Iteration 2F: 3 clusters Score -2385807 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2386163.500000 Penalty: 4899.572266
	Iteration 3Q: 3 clusters Score -2386164 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2386464.750000 Penalty: 4899.572266
	Iteration 4Q: 3 clusters Score -2386465 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2386685.500000 Penalty: 4899.572266
	Iteration 5Q: 3 clusters Score -2386686 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2386880.500000 Penalty: 4899.572266
	Iteration 6Q: 3 clusters Score -2386880 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2387067.000000 Penalty: 4899.572266
	Iteration 7Q: 3 clusters Score -2387067 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2387263.250000 Penalty: 4899.572266
	Iteration 8Q: 3 clusters Score -2387263 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2387483.750000 Penalty: 4899.572266
	Iteration 9Q: 3 clusters Score -2387484 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2387767.250000 Penalty: 4899.572266
	Iteration 10Q: 3 clusters Score -2387767 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2388103.750000 Penalty: 4899.572266
	Iteration 11Q: 3 clusters Score -2388104 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2388519.750000 Penalty: 4899.572266
	Iteration 12Q: 3 clusters Score -2388520 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2389008.250000 Penalty: 4899.572266
	Iteration 13Q: 3 clusters Score -2389008 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2389528.750000 Penalty: 4899.572266
	Iteration 14Q: 3 clusters Score -2389529 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2389967.750000 Penalty: 4899.572266
	Iteration 15Q: 3 clusters Score -2389968 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2390329.750000 Penalty: 4899.572266
	Iteration 16Q: 3 clusters Score -2390330 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2390623.500000 Penalty: 4899.572266
	Iteration 17Q: 3 clusters Score -2390624 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2390836.750000 Penalty: 4899.572266
	Iteration 18Q: 3 clusters Score -2390837 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2391017.500000 Penalty: 4899.572266
	Iteration 19Q: 3 clusters Score -2391018 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2391160.250000 Penalty: 4899.572266
	Iteration 20F: 3 clusters Score -2391160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2391284.750000 Penalty: 4899.572266
	Iteration 21Q: 3 clusters Score -2391285 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2391373.500000 Penalty: 4899.572266
	Iteration 22Q: 3 clusters Score -2391374 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2391446.000000 Penalty: 4899.572266
	Iteration 23Q: 3 clusters Score -2391446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2391521.500000 Penalty: 4899.572266
	Iteration 24Q: 3 clusters Score -2391522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2391582.250000 Penalty: 4899.572266
	Iteration 25Q: 3 clusters Score -2391582 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2391624.500000 Penalty: 4899.572266
	Iteration 26Q: 3 clusters Score -2391624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2391675.250000 Penalty: 4899.572266
	Iteration 27Q: 3 clusters Score -2391675 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2391725.750000 Penalty: 4899.572266
	Iteration 28Q: 3 clusters Score -2391726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2391780.000000 Penalty: 4899.572266
	Iteration 29Q: 3 clusters Score -2391780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2391834.000000 Penalty: 4899.572266
	Iteration 30Q: 3 clusters Score -2391834 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2391868.500000 Penalty: 4899.572266
	Iteration 31Q: 3 clusters Score -2391868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2391892.750000 Penalty: 4899.572266
	Iteration 32Q: 3 clusters Score -2391893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2391917.500000 Penalty: 4899.572266
	Iteration 33Q: 3 clusters Score -2391918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2391941.000000 Penalty: 4899.572266
	Iteration 34Q: 3 clusters Score -2391941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2391955.250000 Penalty: 4899.572266
	Iteration 35Q: 3 clusters Score -2391955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2391976.500000 Penalty: 4899.572266
	Iteration 36Q: 3 clusters Score -2391976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2391990.500000 Penalty: 4899.572266
	Iteration 37Q: 3 clusters Score -2391990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2392005.750000 Penalty: 4899.572266
	Iteration 38Q: 3 clusters Score -2392006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2392023.750000 Penalty: 4899.572266
	Iteration 39Q: 3 clusters Score -2392024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2392039.000000 Penalty: 4899.572266
	Iteration 40F: 3 clusters Score -2392039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2392048.000000 Penalty: 4899.572266
	Iteration 41Q: 3 clusters Score -2392048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2392050.750000 Penalty: 4899.572266
	Iteration 42Q: 3 clusters Score -2392051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2392052.500000 Penalty: 4899.572266
	Iteration 43Q: 3 clusters Score -2392052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2392052.250000 Penalty: 4899.572266
	Iteration 44Q: 3 clusters Score -2392052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2392056.000000 Penalty: 4899.572266
	Iteration 45Q: 3 clusters Score -2392056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2392055.250000 Penalty: 4899.572266
	Iteration 46Q: 3 clusters Score -2392055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2392062.250000 Penalty: 4899.572266
	Iteration 47Q: 3 clusters Score -2392062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2392062.250000 Penalty: 4899.572266
	Iteration 48Q: 3 clusters Score -2392062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2392063.500000 Penalty: 4899.572266
	Iteration 49Q: 3 clusters Score -2392064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2392064.250000 Penalty: 4899.572266
	Iteration 50Q: 3 clusters Score -2392064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2392065.750000 Penalty: 4899.572266
	Iteration 51Q: 3 clusters Score -2392066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2392066.000000 Penalty: 4899.572266
	Iteration 52Q: 3 clusters Score -2392066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2392066.000000 Penalty: 4899.572266
	Iteration 53F: 3 clusters Score -2392066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85544.000000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83790.218750 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -83790.22 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84032.445312 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84032.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84137.882812 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84137.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84216.078125 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -84216.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84255.078125 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -84255.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84277.890625 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84277.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84288.226562 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84288.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84317.664062 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84317.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84346.617188 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84346.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84369.273438 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84369.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84399.515625 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84399.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84426.210938 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -84426.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84464.671875 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -84464.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84504.054688 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -84504.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84549.320312 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -84549.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84583.718750 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -84583.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84600.789062 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -84600.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84610.531250 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -84610.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84612.859375 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -84612.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84616.929688 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -84616.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84616.929688 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -84616.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (173214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173214 members 
Entering Unmasked Estep 
Score: -21311980.000000 Penalty: 2991.446289
	Iteration 0F: 2 clusters Score -2.131198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -21198114.000000 Penalty: 5982.892578
	Iteration 0F: 3 clusters Score -2.119811e+07 nChanged 83081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -21247578.000000 Penalty: 5982.892578
	Iteration 1F: 3 clusters Score -2.124758e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -21250262.000000 Penalty: 5982.892578
	Iteration 2Q: 3 clusters Score -2.125026e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -21255114.000000 Penalty: 5982.892578
	Iteration 3F: 3 clusters Score -2.125511e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -21263046.000000 Penalty: 5982.892578
	Iteration 4F: 3 clusters Score -2.126305e+07 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128657 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -21273856.000000 Penalty: 5982.892578
	Iteration 5F: 3 clusters Score -2.127386e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140789 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -21285622.000000 Penalty: 5982.892578
	Iteration 6F: 3 clusters Score -2.128562e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150626 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -21295506.000000 Penalty: 5982.892578
	Iteration 7F: 3 clusters Score -2.129551e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -21302358.000000 Penalty: 5982.892578
	Iteration 8Q: 3 clusters Score -2.130236e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -21305884.000000 Penalty: 5982.892578
	Iteration 9Q: 3 clusters Score -2.130588e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -21307398.000000 Penalty: 5982.892578
	Iteration 10Q: 3 clusters Score -2.13074e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -21307960.000000 Penalty: 5982.892578
	Iteration 11Q: 3 clusters Score -2.130796e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163959 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -21308422.000000 Penalty: 5982.892578
	Iteration 12Q: 3 clusters Score -2.130842e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -21308758.000000 Penalty: 5982.892578
	Iteration 13Q: 3 clusters Score -2.130876e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165597 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -21308948.000000 Penalty: 5982.892578
	Iteration 14Q: 3 clusters Score -2.130895e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -21309124.000000 Penalty: 5982.892578
	Iteration 15Q: 3 clusters Score -2.130912e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -21309198.000000 Penalty: 5982.892578
	Iteration 16Q: 3 clusters Score -2.13092e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167266 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -21309372.000000 Penalty: 5982.892578
	Iteration 17Q: 3 clusters Score -2.130937e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167714 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -21309372.000000 Penalty: 5982.892578
	Iteration 18Q: 3 clusters Score -2.130937e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168087 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -21309492.000000 Penalty: 5982.892578
	Iteration 19Q: 3 clusters Score -2.130949e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168429 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -21309504.000000 Penalty: 5982.892578
	Iteration 20F: 3 clusters Score -2.13095e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168747 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -21309546.000000 Penalty: 5982.892578
	Iteration 21Q: 3 clusters Score -2.130955e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169026 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21309596.000000 Penalty: 5982.892578
	Iteration 22Q: 3 clusters Score -2.13096e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169262 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -21309610.000000 Penalty: 5982.892578
	Iteration 23Q: 3 clusters Score -2.130961e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -21309634.000000 Penalty: 5982.892578
	Iteration 24Q: 3 clusters Score -2.130963e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -21309626.000000 Penalty: 5982.892578
	Iteration 25Q: 3 clusters Score -2.130963e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169780 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21309634.000000 Penalty: 5982.892578
	Iteration 26Q: 3 clusters Score -2.130963e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -21309662.000000 Penalty: 5982.892578
	Iteration 27Q: 3 clusters Score -2.130966e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170060 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -21309708.000000 Penalty: 5982.892578
	Iteration 28Q: 3 clusters Score -2.130971e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -21309718.000000 Penalty: 5982.892578
	Iteration 29Q: 3 clusters Score -2.130972e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21309706.000000 Penalty: 5982.892578
	Iteration 30Q: 3 clusters Score -2.130971e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170387 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21309728.000000 Penalty: 5982.892578
	Iteration 31Q: 3 clusters Score -2.130973e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170481 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21309732.000000 Penalty: 5982.892578
	Iteration 32Q: 3 clusters Score -2.130973e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -21309718.000000 Penalty: 5982.892578
	Iteration 33Q: 3 clusters Score -2.130972e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170676 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21309716.000000 Penalty: 5982.892578
	Iteration 34Q: 3 clusters Score -2.130972e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170770 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21309714.000000 Penalty: 5982.892578
	Iteration 35Q: 3 clusters Score -2.130971e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170854 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -21309694.000000 Penalty: 5982.892578
	Iteration 36Q: 3 clusters Score -2.130969e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21309730.000000 Penalty: 5982.892578
	Iteration 37Q: 3 clusters Score -2.130973e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -21309696.000000 Penalty: 5982.892578
	Iteration 38Q: 3 clusters Score -2.13097e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171088 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -21309668.000000 Penalty: 5982.892578
	Iteration 39Q: 3 clusters Score -2.130967e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171154 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21309686.000000 Penalty: 5982.892578
	Iteration 40F: 3 clusters Score -2.130969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171216 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21309708.000000 Penalty: 5982.892578
	Iteration 41Q: 3 clusters Score -2.130971e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21309710.000000 Penalty: 5982.892578
	Iteration 42Q: 3 clusters Score -2.130971e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171333 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21309698.000000 Penalty: 5982.892578
	Iteration 43Q: 3 clusters Score -2.13097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171376 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21309724.000000 Penalty: 5982.892578
	Iteration 44Q: 3 clusters Score -2.130972e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21309740.000000 Penalty: 5982.892578
	Iteration 45Q: 3 clusters Score -2.130974e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171483 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21309754.000000 Penalty: 5982.892578
	Iteration 46Q: 3 clusters Score -2.130975e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -21309734.000000 Penalty: 5982.892578
	Iteration 47Q: 3 clusters Score -2.130973e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21309722.000000 Penalty: 5982.892578
	Iteration 48Q: 3 clusters Score -2.130972e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -21309718.000000 Penalty: 5982.892578
	Iteration 49Q: 3 clusters Score -2.130972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -21309704.000000 Penalty: 5982.892578
	Iteration 50Q: 3 clusters Score -2.13097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171629 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21309708.000000 Penalty: 5982.892578
	Iteration 51Q: 3 clusters Score -2.130971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171649 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21309714.000000 Penalty: 5982.892578
	Iteration 52Q: 3 clusters Score -2.130971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21309740.000000 Penalty: 5982.892578
	Iteration 53Q: 3 clusters Score -2.130974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -21309742.000000 Penalty: 5982.892578
	Iteration 54Q: 3 clusters Score -2.130974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171693 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21309758.000000 Penalty: 5982.892578
	Iteration 55Q: 3 clusters Score -2.130976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171708 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21309746.000000 Penalty: 5982.892578
	Iteration 56Q: 3 clusters Score -2.130975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171723 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -21309766.000000 Penalty: 5982.892578
	Iteration 57Q: 3 clusters Score -2.130977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171735 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -21309780.000000 Penalty: 5982.892578
	Iteration 58Q: 3 clusters Score -2.130978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -21309786.000000 Penalty: 5982.892578
	Iteration 59Q: 3 clusters Score -2.130979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21309780.000000 Penalty: 5982.892578
	Iteration 60F: 3 clusters Score -2.130978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171755 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21309778.000000 Penalty: 5982.892578
	Iteration 61Q: 3 clusters Score -2.130978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21309784.000000 Penalty: 5982.892578
	Iteration 62Q: 3 clusters Score -2.130978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171763 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21309794.000000 Penalty: 5982.892578
	Iteration 63Q: 3 clusters Score -2.130979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -21309792.000000 Penalty: 5982.892578
	Iteration 64Q: 3 clusters Score -2.130979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171773 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21309796.000000 Penalty: 5982.892578
	Iteration 65Q: 3 clusters Score -2.13098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -21309800.000000 Penalty: 5982.892578
	Iteration 66Q: 3 clusters Score -2.13098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21309816.000000 Penalty: 5982.892578
	Iteration 67Q: 3 clusters Score -2.130982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171792 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21309806.000000 Penalty: 5982.892578
	Iteration 68Q: 3 clusters Score -2.130981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171803 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21309816.000000 Penalty: 5982.892578
	Iteration 69Q: 3 clusters Score -2.130982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21309808.000000 Penalty: 5982.892578
	Iteration 70Q: 3 clusters Score -2.130981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -21309814.000000 Penalty: 5982.892578
	Iteration 71Q: 3 clusters Score -2.130981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171818 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21309810.000000 Penalty: 5982.892578
	Iteration 72Q: 3 clusters Score -2.130981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21309802.000000 Penalty: 5982.892578
	Iteration 73Q: 3 clusters Score -2.13098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171842 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21309814.000000 Penalty: 5982.892578
	Iteration 74Q: 3 clusters Score -2.130981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21309816.000000 Penalty: 5982.892578
	Iteration 75Q: 3 clusters Score -2.130982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171857 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21309810.000000 Penalty: 5982.892578
	Iteration 76Q: 3 clusters Score -2.130981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -21309802.000000 Penalty: 5982.892578
	Iteration 77Q: 3 clusters Score -2.13098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21309798.000000 Penalty: 5982.892578
	Iteration 78Q: 3 clusters Score -2.13098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21309808.000000 Penalty: 5982.892578
	Iteration 79Q: 3 clusters Score -2.130981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171884 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -21309784.000000 Penalty: 5982.892578
	Iteration 80F: 3 clusters Score -2.130978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -21309768.000000 Penalty: 5982.892578
	Iteration 81Q: 3 clusters Score -2.130977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21309772.000000 Penalty: 5982.892578
	Iteration 82Q: 3 clusters Score -2.130977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171898 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21309780.000000 Penalty: 5982.892578
	Iteration 83Q: 3 clusters Score -2.130978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171900 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21309774.000000 Penalty: 5982.892578
	Iteration 84Q: 3 clusters Score -2.130977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171901 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21309776.000000 Penalty: 5982.892578
	Iteration 85Q: 3 clusters Score -2.130978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171901 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21309776.000000 Penalty: 5982.892578
	Iteration 86F: 3 clusters Score -2.130978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 45480 members 
Mstep: Class 4 contains 182749 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21600 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11418 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 170181 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9222 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 17269 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175255 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33816 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252792.000000 Penalty: 96178.070312
Iteration 319Q: 29 clusters Score -1.242528e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 45481 members 
Mstep: Class 4 contains 182750 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21618 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 11411 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 170179 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9221 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17270 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175242 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33818 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252880.000000 Penalty: 96178.070312
Iteration 320F: 29 clusters Score -1.242529e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 45480 members 
Mstep: Class 4 contains 182754 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21629 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 11408 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 170180 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9224 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17272 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175238 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33818 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252912.000000 Penalty: 96178.070312
Iteration 321Q: 29 clusters Score -1.242529e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45482 members 
Mstep: Class 4 contains 182760 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21641 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11405 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 170181 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9225 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 17271 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175237 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252920.000000 Penalty: 96178.070312
Iteration 322Q: 29 clusters Score -1.242529e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45479 members 
Mstep: Class 4 contains 182755 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21645 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11406 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5546 members 
Mstep: Class 12 contains 170179 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9228 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 17271 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175246 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33820 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253040.000000 Penalty: 96178.070312
Iteration 323Q: 29 clusters Score -1.24253e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45477 members 
Mstep: Class 4 contains 182744 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21650 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 11400 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5548 members 
Mstep: Class 12 contains 170179 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9234 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 17272 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175254 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33824 members 
Mstep: Class 27 contains 19501 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252976.000000 Penalty: 96178.070312
Iteration 324Q: 29 clusters Score -1.24253e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45478 members 
Mstep: Class 4 contains 182733 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21660 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11391 members 
Mstep: Class 9 contains 15489 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5551 members 
Mstep: Class 12 contains 170181 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 17272 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175262 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33825 members 
Mstep: Class 27 contains 19502 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253000.000000 Penalty: 96178.070312
Iteration 325Q: 29 clusters Score -1.24253e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45477 members 
Mstep: Class 4 contains 182729 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21664 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11387 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 170179 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9245 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175265 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33827 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253000.000000 Penalty: 96178.070312
Iteration 326Q: 29 clusters Score -1.24253e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45479 members 
Mstep: Class 4 contains 182735 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21667 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11381 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 170180 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 17275 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175259 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33828 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252976.000000 Penalty: 96178.070312
Iteration 327Q: 29 clusters Score -1.24253e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45482 members 
Mstep: Class 4 contains 182733 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21670 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 170182 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9255 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175266 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33827 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253064.000000 Penalty: 96178.070312
Iteration 328Q: 29 clusters Score -1.242531e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45484 members 
Mstep: Class 4 contains 182726 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21679 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11370 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 170182 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 17273 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175271 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33826 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253104.000000 Penalty: 96178.070312
Iteration 329Q: 29 clusters Score -1.242531e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45480 members 
Mstep: Class 4 contains 182726 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21691 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 11368 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 170183 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175271 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33826 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253048.000000 Penalty: 96178.070312
Iteration 330Q: 29 clusters Score -1.24253e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45482 members 
Mstep: Class 4 contains 182726 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21698 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11365 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 170177 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9269 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17273 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175268 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33827 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253064.000000 Penalty: 96178.070312
Iteration 331Q: 29 clusters Score -1.242531e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45483 members 
Mstep: Class 4 contains 182731 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21705 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11363 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5563 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175259 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33829 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253080.000000 Penalty: 96178.070312
Iteration 332Q: 29 clusters Score -1.242531e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45484 members 
Mstep: Class 4 contains 182736 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21713 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11361 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55756 members 
Mstep: Class 11 contains 5564 members 
Mstep: Class 12 contains 170170 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9278 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175253 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33829 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252976.000000 Penalty: 96178.070312
Iteration 333Q: 29 clusters Score -1.24253e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45484 members 
Mstep: Class 4 contains 182759 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21718 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11362 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55755 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170167 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9281 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17273 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175245 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33829 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253080.000000 Penalty: 96178.070312
Iteration 334Q: 29 clusters Score -1.242531e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45487 members 
Mstep: Class 4 contains 182776 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 21729 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11357 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55754 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170165 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175238 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33830 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 173028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253088.000000 Penalty: 96178.070312
Iteration 335Q: 29 clusters Score -1.242531e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45488 members 
Mstep: Class 4 contains 182782 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21743 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11353 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 55754 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170161 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175247 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33832 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253080.000000 Penalty: 96178.070312
Iteration 336Q: 29 clusters Score -1.242531e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45487 members 
Mstep: Class 4 contains 182776 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21761 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11351 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 55754 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170162 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175255 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33831 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253000.000000 Penalty: 96178.070312
Iteration 337Q: 29 clusters Score -1.24253e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182786 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21773 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55754 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170162 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3925 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175256 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33831 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252920.000000 Penalty: 96178.070312
Iteration 338Q: 29 clusters Score -1.242529e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45494 members 
Mstep: Class 4 contains 182802 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21788 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11344 members 
Mstep: Class 9 contains 15485 members 
Mstep: Class 10 contains 55754 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170165 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3925 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175255 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252880.000000 Penalty: 96178.070312
Iteration 339Q: 29 clusters Score -1.242529e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45494 members 
Mstep: Class 4 contains 182819 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21795 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11341 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55754 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170166 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175251 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252920.000000 Penalty: 96178.070312
Iteration 340F: 29 clusters Score -1.242529e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 182827 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21803 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11338 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170169 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175249 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33834 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253016.000000 Penalty: 96178.070312
Iteration 341Q: 29 clusters Score -1.24253e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 182841 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21808 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170167 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175244 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 33834 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252984.000000 Penalty: 96178.070312
Iteration 342Q: 29 clusters Score -1.24253e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 182849 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21814 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11338 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170167 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14491 members 
Mstep: Class 17 contains 17275 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175238 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252992.000000 Penalty: 96178.070312
Iteration 343Q: 29 clusters Score -1.24253e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 182852 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21818 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170167 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17275 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175238 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252984.000000 Penalty: 96178.070312
Iteration 344Q: 29 clusters Score -1.24253e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 182850 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21824 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170168 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14489 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175237 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253056.000000 Penalty: 96178.070312
Iteration 345Q: 29 clusters Score -1.242531e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45490 members 
Mstep: Class 4 contains 182850 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21827 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11336 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170169 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 14489 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175238 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253032.000000 Penalty: 96178.070312
Iteration 346Q: 29 clusters Score -1.24253e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45490 members 
Mstep: Class 4 contains 182855 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21827 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175242 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253024.000000 Penalty: 96178.070312
Iteration 347Q: 29 clusters Score -1.24253e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45490 members 
Mstep: Class 4 contains 182854 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21833 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11327 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 170172 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175247 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253088.000000 Penalty: 96178.070312
Iteration 348Q: 29 clusters Score -1.242531e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 182855 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21841 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 170172 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175251 members 
Mstep: Class 25 contains 6673 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253128.000000 Penalty: 96178.070312
Iteration 349Q: 29 clusters Score -1.242531e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45490 members 
Mstep: Class 4 contains 182860 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21846 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170173 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175256 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252992.000000 Penalty: 96178.070312
Iteration 350Q: 29 clusters Score -1.24253e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 182866 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21851 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170173 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175258 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252984.000000 Penalty: 96178.070312
Iteration 351Q: 29 clusters Score -1.24253e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45490 members 
Mstep: Class 4 contains 182870 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21849 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170173 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175264 members 
Mstep: Class 25 contains 6673 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252960.000000 Penalty: 96178.070312
Iteration 352Q: 29 clusters Score -1.24253e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45489 members 
Mstep: Class 4 contains 182870 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21848 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170174 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175271 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252896.000000 Penalty: 96178.070312
Iteration 353Q: 29 clusters Score -1.242529e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45489 members 
Mstep: Class 4 contains 182878 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21850 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170174 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175275 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252856.000000 Penalty: 96178.070312
Iteration 354Q: 29 clusters Score -1.242529e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45489 members 
Mstep: Class 4 contains 182883 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21851 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170175 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175276 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252872.000000 Penalty: 96178.070312
Iteration 355Q: 29 clusters Score -1.242529e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 182893 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21852 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170175 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175274 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252864.000000 Penalty: 96178.070312
Iteration 356Q: 29 clusters Score -1.242529e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182895 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21854 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170174 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175276 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252880.000000 Penalty: 96178.070312
Iteration 357Q: 29 clusters Score -1.242529e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182898 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21856 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170175 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175280 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252920.000000 Penalty: 96178.070312
Iteration 358Q: 29 clusters Score -1.242529e+08 nChanged 18
Entering ConstructFrom: 
Score: -124252920.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -137172.671875 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -137172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135023.125000 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -135023.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135408.218750 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -135408.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -135559.562500 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -135559.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135659.562500 Penalty: 3541.664551
	Iteration 3Q: 3 clusters Score -135659.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135721.421875 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -135721.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135764.015625 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -135764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135810.140625 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -135810.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135851.750000 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -135851.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135889.203125 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -135889.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135923.828125 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -135923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -135969.468750 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -135969.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136018.828125 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -136018.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -136063.203125 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -136063.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136151.406250 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -136151.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136232.312500 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -136232.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -136331.078125 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -136331.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136447.921875 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -136447.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136605.031250 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -136605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136754.609375 Penalty: 3541.664551
	Iteration 18Q: 3 clusters Score -136754.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -136901.109375 Penalty: 3541.664551
	Iteration 19Q: 3 clusters Score -136901.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136954.375000 Penalty: 3541.664551
	Iteration 20F: 3 clusters Score -136954.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137059.171875 Penalty: 3541.664551
	Iteration 21Q: 3 clusters Score -137059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137132.437500 Penalty: 3541.664551
	Iteration 22Q: 3 clusters Score -137132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137169.296875 Penalty: 3541.664551
	Iteration 23Q: 3 clusters Score -137169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137189.000000 Penalty: 3541.664551
	Iteration 24Q: 3 clusters Score -137189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -137207.625000 Penalty: 3541.664551
	Iteration 25Q: 3 clusters Score -137207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137224.078125 Penalty: 3541.664551
	Iteration 26Q: 3 clusters Score -137224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137227.218750 Penalty: 3541.664551
	Iteration 27Q: 3 clusters Score -137227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137227.218750 Penalty: 3541.664551
	Iteration 28F: 3 clusters Score -137227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182901 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21859 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170174 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172729 members 
Entering Unmasked Estep 
Score: -124251304.000000 Penalty: 99613.000000
Splitting cluster 1 changes total score from -124252920.000000 to -124251304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -593654.000000 Penalty: 2123.179932
	Iteration 0F: 2 clusters Score -593654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -589043.000000 Penalty: 4246.359863
	Iteration 0F: 3 clusters Score -589043 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -590240.000000 Penalty: 4246.359863
	Iteration 1F: 3 clusters Score -590240 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -590594.125000 Penalty: 4246.359863
	Iteration 2F: 3 clusters Score -590594.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -590834.500000 Penalty: 4246.359863
	Iteration 3F: 3 clusters Score -590834.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -591054.062500 Penalty: 4246.359863
	Iteration 4F: 3 clusters Score -591054.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -591210.875000 Penalty: 4246.359863
	Iteration 5Q: 3 clusters Score -591210.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -591353.250000 Penalty: 4246.359863
	Iteration 6Q: 3 clusters Score -591353.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -591463.125000 Penalty: 4246.359863
	Iteration 7Q: 3 clusters Score -591463.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -591553.875000 Penalty: 4246.359863
	Iteration 8Q: 3 clusters Score -591553.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -591622.937500 Penalty: 4246.359863
	Iteration 9Q: 3 clusters Score -591622.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -591682.437500 Penalty: 4246.359863
	Iteration 10Q: 3 clusters Score -591682.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -591744.875000 Penalty: 4246.359863
	Iteration 11Q: 3 clusters Score -591744.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -591804.437500 Penalty: 4246.359863
	Iteration 12Q: 3 clusters Score -591804.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -591849.625000 Penalty: 4246.359863
	Iteration 13Q: 3 clusters Score -591849.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -591881.750000 Penalty: 4246.359863
	Iteration 14Q: 3 clusters Score -591881.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -591903.062500 Penalty: 4246.359863
	Iteration 15Q: 3 clusters Score -591903.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -591919.375000 Penalty: 4246.359863
	Iteration 16Q: 3 clusters Score -591919.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -591941.875000 Penalty: 4246.359863
	Iteration 17Q: 3 clusters Score -591941.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -591962.625000 Penalty: 4246.359863
	Iteration 18Q: 3 clusters Score -591962.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -591979.312500 Penalty: 4246.359863
	Iteration 19Q: 3 clusters Score -591979.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -591997.125000 Penalty: 4246.359863
	Iteration 20F: 3 clusters Score -591997.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -592015.375000 Penalty: 4246.359863
	Iteration 21Q: 3 clusters Score -592015.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -592029.187500 Penalty: 4246.359863
	Iteration 22Q: 3 clusters Score -592029.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -592043.312500 Penalty: 4246.359863
	Iteration 23Q: 3 clusters Score -592043.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -592051.000000 Penalty: 4246.359863
	Iteration 24Q: 3 clusters Score -592051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -592056.312500 Penalty: 4246.359863
	Iteration 25Q: 3 clusters Score -592056.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -592065.437500 Penalty: 4246.359863
	Iteration 26Q: 3 clusters Score -592065.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -592070.687500 Penalty: 4246.359863
	Iteration 27Q: 3 clusters Score -592070.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -592074.375000 Penalty: 4246.359863
	Iteration 28Q: 3 clusters Score -592074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -592077.812500 Penalty: 4246.359863
	Iteration 29Q: 3 clusters Score -592077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -592079.250000 Penalty: 4246.359863
	Iteration 30Q: 3 clusters Score -592079.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -592080.687500 Penalty: 4246.359863
	Iteration 31Q: 3 clusters Score -592080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -592082.437500 Penalty: 4246.359863
	Iteration 32Q: 3 clusters Score -592082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -592086.187500 Penalty: 4246.359863
	Iteration 33Q: 3 clusters Score -592086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -592089.875000 Penalty: 4246.359863
	Iteration 34Q: 3 clusters Score -592089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -592094.687500 Penalty: 4246.359863
	Iteration 35Q: 3 clusters Score -592094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -592096.062500 Penalty: 4246.359863
	Iteration 36Q: 3 clusters Score -592096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -592096.500000 Penalty: 4246.359863
	Iteration 37Q: 3 clusters Score -592096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -592097.500000 Penalty: 4246.359863
	Iteration 38Q: 3 clusters Score -592097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -592100.500000 Penalty: 4246.359863
	Iteration 39Q: 3 clusters Score -592100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -592100.812500 Penalty: 4246.359863
	Iteration 40F: 3 clusters Score -592100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -592103.250000 Penalty: 4246.359863
	Iteration 41Q: 3 clusters Score -592103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -592102.312500 Penalty: 4246.359863
	Iteration 42Q: 3 clusters Score -592102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -592102.437500 Penalty: 4246.359863
	Iteration 43Q: 3 clusters Score -592102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -592104.750000 Penalty: 4246.359863
	Iteration 44Q: 3 clusters Score -592104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -592104.750000 Penalty: 4246.359863
	Iteration 45Q: 3 clusters Score -592104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -592107.250000 Penalty: 4246.359863
	Iteration 46Q: 3 clusters Score -592107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -592109.312500 Penalty: 4246.359863
	Iteration 47Q: 3 clusters Score -592109.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -592112.937500 Penalty: 4246.359863
	Iteration 48Q: 3 clusters Score -592112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -592115.187500 Penalty: 4246.359863
	Iteration 49Q: 3 clusters Score -592115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -592116.187500 Penalty: 4246.359863
	Iteration 50Q: 3 clusters Score -592116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -592117.812500 Penalty: 4246.359863
	Iteration 51Q: 3 clusters Score -592117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -592118.937500 Penalty: 4246.359863
	Iteration 52Q: 3 clusters Score -592118.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -592123.562500 Penalty: 4246.359863
	Iteration 53Q: 3 clusters Score -592123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -592127.562500 Penalty: 4246.359863
	Iteration 54Q: 3 clusters Score -592127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -592136.187500 Penalty: 4246.359863
	Iteration 55Q: 3 clusters Score -592136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -592142.500000 Penalty: 4246.359863
	Iteration 56Q: 3 clusters Score -592142.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -592150.125000 Penalty: 4246.359863
	Iteration 57Q: 3 clusters Score -592150.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -592157.500000 Penalty: 4246.359863
	Iteration 58Q: 3 clusters Score -592157.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -592169.875000 Penalty: 4246.359863
	Iteration 59Q: 3 clusters Score -592169.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -592176.125000 Penalty: 4246.359863
	Iteration 60F: 3 clusters Score -592176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -592179.625000 Penalty: 4246.359863
	Iteration 61Q: 3 clusters Score -592179.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -592184.312500 Penalty: 4246.359863
	Iteration 62Q: 3 clusters Score -592184.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -592189.562500 Penalty: 4246.359863
	Iteration 63Q: 3 clusters Score -592189.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -592194.437500 Penalty: 4246.359863
	Iteration 64Q: 3 clusters Score -592194.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -592199.375000 Penalty: 4246.359863
	Iteration 65Q: 3 clusters Score -592199.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -592206.062500 Penalty: 4246.359863
	Iteration 66Q: 3 clusters Score -592206.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -592209.812500 Penalty: 4246.359863
	Iteration 67Q: 3 clusters Score -592209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -592213.312500 Penalty: 4246.359863
	Iteration 68Q: 3 clusters Score -592213.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -592218.750000 Penalty: 4246.359863
	Iteration 69Q: 3 clusters Score -592218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -592225.062500 Penalty: 4246.359863
	Iteration 70Q: 3 clusters Score -592225.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -592232.000000 Penalty: 4246.359863
	Iteration 71Q: 3 clusters Score -592232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -592238.062500 Penalty: 4246.359863
	Iteration 72Q: 3 clusters Score -592238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -592244.000000 Penalty: 4246.359863
	Iteration 73Q: 3 clusters Score -592244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -592252.125000 Penalty: 4246.359863
	Iteration 74Q: 3 clusters Score -592252.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -592258.812500 Penalty: 4246.359863
	Iteration 75Q: 3 clusters Score -592258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -592261.312500 Penalty: 4246.359863
	Iteration 76Q: 3 clusters Score -592261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -592263.750000 Penalty: 4246.359863
	Iteration 77Q: 3 clusters Score -592263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -592266.375000 Penalty: 4246.359863
	Iteration 78Q: 3 clusters Score -592266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -592268.687500 Penalty: 4246.359863
	Iteration 79Q: 3 clusters Score -592268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -592269.437500 Penalty: 4246.359863
	Iteration 80F: 3 clusters Score -592269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -592271.937500 Penalty: 4246.359863
	Iteration 81Q: 3 clusters Score -592271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -592271.062500 Penalty: 4246.359863
	Iteration 82Q: 3 clusters Score -592271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -592271.875000 Penalty: 4246.359863
	Iteration 83Q: 3 clusters Score -592271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -592272.000000 Penalty: 4246.359863
	Iteration 84Q: 3 clusters Score -592272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -592274.437500 Penalty: 4246.359863
	Iteration 85Q: 3 clusters Score -592274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -592276.000000 Penalty: 4246.359863
	Iteration 86Q: 3 clusters Score -592276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -592278.312500 Penalty: 4246.359863
	Iteration 87Q: 3 clusters Score -592278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -592282.187500 Penalty: 4246.359863
	Iteration 88Q: 3 clusters Score -592282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -592282.312500 Penalty: 4246.359863
	Iteration 89Q: 3 clusters Score -592282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -592282.562500 Penalty: 4246.359863
	Iteration 90Q: 3 clusters Score -592282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -592283.750000 Penalty: 4246.359863
	Iteration 91Q: 3 clusters Score -592283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -592285.375000 Penalty: 4246.359863
	Iteration 92Q: 3 clusters Score -592285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -592285.687500 Penalty: 4246.359863
	Iteration 93Q: 3 clusters Score -592285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -592285.625000 Penalty: 4246.359863
	Iteration 94Q: 3 clusters Score -592285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -592285.625000 Penalty: 4246.359863
	Iteration 95F: 3 clusters Score -592285.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Entering Unmasked Estep 
Score: -5385339.000000 Penalty: 2659.877930
	Iteration 0F: 2 clusters Score -5385339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5354578.500000 Penalty: 5319.755859
	Iteration 0F: 3 clusters Score -5354578 nChanged 20857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5366144.500000 Penalty: 5319.755859
	Iteration 1F: 3 clusters Score -5366144 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5366737.500000 Penalty: 5319.755859
	Iteration 2Q: 3 clusters Score -5366738 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5367242.000000 Penalty: 5319.755859
	Iteration 3Q: 3 clusters Score -5367242 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5367720.000000 Penalty: 5319.755859
	Iteration 4Q: 3 clusters Score -5367720 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -5368215.500000 Penalty: 5319.755859
	Iteration 5Q: 3 clusters Score -5368216 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5368771.500000 Penalty: 5319.755859
	Iteration 6Q: 3 clusters Score -5368772 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5369642.000000 Penalty: 5319.755859
	Iteration 7Q: 3 clusters Score -5369642 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5371067.500000 Penalty: 5319.755859
	Iteration 8F: 3 clusters Score -5371068 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -5373233.000000 Penalty: 5319.755859
	Iteration 9F: 3 clusters Score -5373233 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -5376144.000000 Penalty: 5319.755859
	Iteration 10F: 3 clusters Score -5376144 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -5379032.500000 Penalty: 5319.755859
	Iteration 11F: 3 clusters Score -5379032 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5381196.500000 Penalty: 5319.755859
	Iteration 12F: 3 clusters Score -5381196 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -5382731.000000 Penalty: 5319.755859
	Iteration 13Q: 3 clusters Score -5382731 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5383650.000000 Penalty: 5319.755859
	Iteration 14Q: 3 clusters Score -5383650 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -5384081.500000 Penalty: 5319.755859
	Iteration 15Q: 3 clusters Score -5384082 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -5384216.000000 Penalty: 5319.755859
	Iteration 16Q: 3 clusters Score -5384216 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5384256.500000 Penalty: 5319.755859
	Iteration 17Q: 3 clusters Score -5384256 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5384279.000000 Penalty: 5319.755859
	Iteration 18Q: 3 clusters Score -5384279 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5384285.000000 Penalty: 5319.755859
	Iteration 19Q: 3 clusters Score -5384285 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5384290.500000 Penalty: 5319.755859
	Iteration 20F: 3 clusters Score -5384290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -5384304.000000 Penalty: 5319.755859
	Iteration 21Q: 3 clusters Score -5384304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -5384316.500000 Penalty: 5319.755859
	Iteration 22Q: 3 clusters Score -5384316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5384337.500000 Penalty: 5319.755859
	Iteration 23Q: 3 clusters Score -5384338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -5384342.500000 Penalty: 5319.755859
	Iteration 24Q: 3 clusters Score -5384342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5384339.500000 Penalty: 5319.755859
	Iteration 25Q: 3 clusters Score -5384340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -5384344.000000 Penalty: 5319.755859
	Iteration 26Q: 3 clusters Score -5384344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5384341.500000 Penalty: 5319.755859
	Iteration 27Q: 3 clusters Score -5384342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5384360.000000 Penalty: 5319.755859
	Iteration 28Q: 3 clusters Score -5384360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5384354.000000 Penalty: 5319.755859
	Iteration 29Q: 3 clusters Score -5384354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5384355.500000 Penalty: 5319.755859
	Iteration 30Q: 3 clusters Score -5384356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5384362.000000 Penalty: 5319.755859
	Iteration 31Q: 3 clusters Score -5384362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -5384367.500000 Penalty: 5319.755859
	Iteration 32Q: 3 clusters Score -5384368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5384363.000000 Penalty: 5319.755859
	Iteration 33Q: 3 clusters Score -5384363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5384373.000000 Penalty: 5319.755859
	Iteration 34Q: 3 clusters Score -5384373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5384375.500000 Penalty: 5319.755859
	Iteration 35Q: 3 clusters Score -5384376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5384373.000000 Penalty: 5319.755859
	Iteration 36Q: 3 clusters Score -5384373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -5384377.500000 Penalty: 5319.755859
	Iteration 37Q: 3 clusters Score -5384378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -5384374.500000 Penalty: 5319.755859
	Iteration 38Q: 3 clusters Score -5384374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -5384367.500000 Penalty: 5319.755859
	Iteration 39Q: 3 clusters Score -5384368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -5384374.500000 Penalty: 5319.755859
	Iteration 40F: 3 clusters Score -5384374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5384374.500000 Penalty: 5319.755859
	Iteration 41Q: 3 clusters Score -5384374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5384369.500000 Penalty: 5319.755859
	Iteration 42Q: 3 clusters Score -5384370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5384375.500000 Penalty: 5319.755859
	Iteration 43Q: 3 clusters Score -5384376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5384372.000000 Penalty: 5319.755859
	Iteration 44Q: 3 clusters Score -5384372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5384367.000000 Penalty: 5319.755859
	Iteration 45Q: 3 clusters Score -5384367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -5384375.500000 Penalty: 5319.755859
	Iteration 46Q: 3 clusters Score -5384376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5384374.000000 Penalty: 5319.755859
	Iteration 47Q: 3 clusters Score -5384374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5384384.500000 Penalty: 5319.755859
	Iteration 48Q: 3 clusters Score -5384384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5384375.500000 Penalty: 5319.755859
	Iteration 49Q: 3 clusters Score -5384376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -5384380.000000 Penalty: 5319.755859
	Iteration 50Q: 3 clusters Score -5384380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5384380.500000 Penalty: 5319.755859
	Iteration 51Q: 3 clusters Score -5384380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5384380.500000 Penalty: 5319.755859
	Iteration 52F: 3 clusters Score -5384380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182901 members 
Entering Unmasked Estep 
Score: -22804594.000000 Penalty: 3004.941650
	Iteration 0F: 2 clusters Score -2.280459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -22686912.000000 Penalty: 6009.883301
	Iteration 0F: 3 clusters Score -2.268691e+07 nChanged 87675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -22737996.000000 Penalty: 6009.883301
	Iteration 1F: 3 clusters Score -2.2738e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -22739026.000000 Penalty: 6009.883301
	Iteration 2Q: 3 clusters Score -2.273903e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -22740542.000000 Penalty: 6009.883301
	Iteration 3Q: 3 clusters Score -2.274054e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 96004 members 
Entering Unmasked Estep 
Score: -22742738.000000 Penalty: 6009.883301
	Iteration 4Q: 3 clusters Score -2.274274e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -22745930.000000 Penalty: 6009.883301
	Iteration 5Q: 3 clusters Score -2.274593e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -22749938.000000 Penalty: 6009.883301
	Iteration 6Q: 3 clusters Score -2.274994e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -22754598.000000 Penalty: 6009.883301
	Iteration 7F: 3 clusters Score -2.27546e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -22759596.000000 Penalty: 6009.883301
	Iteration 8F: 3 clusters Score -2.27596e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -22764754.000000 Penalty: 6009.883301
	Iteration 9F: 3 clusters Score -2.276475e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -22770452.000000 Penalty: 6009.883301
	Iteration 10F: 3 clusters Score -2.277045e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 132202 members 
Entering Unmasked Estep 
Score: -22776444.000000 Penalty: 6009.883301
	Iteration 11F: 3 clusters Score -2.277644e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 141716 members 
Entering Unmasked Estep 
Score: -22782466.000000 Penalty: 6009.883301
	Iteration 12F: 3 clusters Score -2.278247e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 151083 members 
Entering Unmasked Estep 
Score: -22788592.000000 Penalty: 6009.883301
	Iteration 13F: 3 clusters Score -2.278859e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -22793402.000000 Penalty: 6009.883301
	Iteration 14Q: 3 clusters Score -2.27934e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 166688 members 
Entering Unmasked Estep 
Score: -22797098.000000 Penalty: 6009.883301
	Iteration 15Q: 3 clusters Score -2.27971e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -22799380.000000 Penalty: 6009.883301
	Iteration 16Q: 3 clusters Score -2.279938e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 175250 members 
Entering Unmasked Estep 
Score: -22800586.000000 Penalty: 6009.883301
	Iteration 17Q: 3 clusters Score -2.280059e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 177506 members 
Entering Unmasked Estep 
Score: -22801226.000000 Penalty: 6009.883301
	Iteration 18Q: 3 clusters Score -2.280123e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -22801620.000000 Penalty: 6009.883301
	Iteration 19Q: 3 clusters Score -2.280162e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 179764 members 
Entering Unmasked Estep 
Score: -22801852.000000 Penalty: 6009.883301
	Iteration 20F: 3 clusters Score -2.280185e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 180333 members 
Entering Unmasked Estep 
Score: -22801912.000000 Penalty: 6009.883301
	Iteration 21Q: 3 clusters Score -2.280191e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 180728 members 
Entering Unmasked Estep 
Score: -22801992.000000 Penalty: 6009.883301
	Iteration 22Q: 3 clusters Score -2.280199e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 180990 members 
Entering Unmasked Estep 
Score: -22802020.000000 Penalty: 6009.883301
	Iteration 23Q: 3 clusters Score -2.280202e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 181174 members 
Entering Unmasked Estep 
Score: -22802072.000000 Penalty: 6009.883301
	Iteration 24Q: 3 clusters Score -2.280207e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 181300 members 
Entering Unmasked Estep 
Score: -22802126.000000 Penalty: 6009.883301
	Iteration 25Q: 3 clusters Score -2.280213e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 181400 members 
Entering Unmasked Estep 
Score: -22802152.000000 Penalty: 6009.883301
	Iteration 26Q: 3 clusters Score -2.280215e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 181473 members 
Entering Unmasked Estep 
Score: -22802176.000000 Penalty: 6009.883301
	Iteration 27Q: 3 clusters Score -2.280218e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 181526 members 
Entering Unmasked Estep 
Score: -22802178.000000 Penalty: 6009.883301
	Iteration 28Q: 3 clusters Score -2.280218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -22802218.000000 Penalty: 6009.883301
	Iteration 29Q: 3 clusters Score -2.280222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 181601 members 
Entering Unmasked Estep 
Score: -22802226.000000 Penalty: 6009.883301
	Iteration 30Q: 3 clusters Score -2.280223e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 181629 members 
Entering Unmasked Estep 
Score: -22802228.000000 Penalty: 6009.883301
	Iteration 31Q: 3 clusters Score -2.280223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 181650 members 
Entering Unmasked Estep 
Score: -22802226.000000 Penalty: 6009.883301
	Iteration 32Q: 3 clusters Score -2.280223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 181664 members 
Entering Unmasked Estep 
Score: -22802238.000000 Penalty: 6009.883301
	Iteration 33Q: 3 clusters Score -2.280224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 181679 members 
Entering Unmasked Estep 
Score: -22802254.000000 Penalty: 6009.883301
	Iteration 34Q: 3 clusters Score -2.280225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 181690 members 
Entering Unmasked Estep 
Score: -22802260.000000 Penalty: 6009.883301
	Iteration 35Q: 3 clusters Score -2.280226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 181696 members 
Entering Unmasked Estep 
Score: -22802244.000000 Penalty: 6009.883301
	Iteration 36Q: 3 clusters Score -2.280224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 181708 members 
Entering Unmasked Estep 
Score: -22802256.000000 Penalty: 6009.883301
	Iteration 37Q: 3 clusters Score -2.280226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 181718 members 
Entering Unmasked Estep 
Score: -22802276.000000 Penalty: 6009.883301
	Iteration 38Q: 3 clusters Score -2.280228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 181732 members 
Entering Unmasked Estep 
Score: -22802278.000000 Penalty: 6009.883301
	Iteration 39Q: 3 clusters Score -2.280228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 181744 members 
Entering Unmasked Estep 
Score: -22802280.000000 Penalty: 6009.883301
	Iteration 40F: 3 clusters Score -2.280228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 181751 members 
Entering Unmasked Estep 
Score: -22802286.000000 Penalty: 6009.883301
	Iteration 41Q: 3 clusters Score -2.280229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 181759 members 
Entering Unmasked Estep 
Score: -22802302.000000 Penalty: 6009.883301
	Iteration 42Q: 3 clusters Score -2.28023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 181763 members 
Entering Unmasked Estep 
Score: -22802318.000000 Penalty: 6009.883301
	Iteration 43Q: 3 clusters Score -2.280232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 181768 members 
Entering Unmasked Estep 
Score: -22802310.000000 Penalty: 6009.883301
	Iteration 44Q: 3 clusters Score -2.280231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 181775 members 
Entering Unmasked Estep 
Score: -22802306.000000 Penalty: 6009.883301
	Iteration 45Q: 3 clusters Score -2.280231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 181783 members 
Entering Unmasked Estep 
Score: -22802320.000000 Penalty: 6009.883301
	Iteration 46Q: 3 clusters Score -2.280232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 181789 members 
Entering Unmasked Estep 
Score: -22802312.000000 Penalty: 6009.883301
	Iteration 47Q: 3 clusters Score -2.280231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 181799 members 
Entering Unmasked Estep 
Score: -22802318.000000 Penalty: 6009.883301
	Iteration 48Q: 3 clusters Score -2.280232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 181802 members 
Entering Unmasked Estep 
Score: -22802326.000000 Penalty: 6009.883301
	Iteration 49Q: 3 clusters Score -2.280233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 181807 members 
Entering Unmasked Estep 
Score: -22802334.000000 Penalty: 6009.883301
	Iteration 50Q: 3 clusters Score -2.280233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 181810 members 
Entering Unmasked Estep 
Score: -22802336.000000 Penalty: 6009.883301
	Iteration 51Q: 3 clusters Score -2.280234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 181817 members 
Entering Unmasked Estep 
Score: -22802340.000000 Penalty: 6009.883301
	Iteration 52Q: 3 clusters Score -2.280234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 181818 members 
Entering Unmasked Estep 
Score: -22802334.000000 Penalty: 6009.883301
	Iteration 53Q: 3 clusters Score -2.280233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 181818 members 
Entering Unmasked Estep 
Score: -22802326.000000 Penalty: 6009.883301
	Iteration 54Q: 3 clusters Score -2.280233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 181820 members 
Entering Unmasked Estep 
Score: -22802332.000000 Penalty: 6009.883301
	Iteration 55Q: 3 clusters Score -2.280233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 181823 members 
Entering Unmasked Estep 
Score: -22802324.000000 Penalty: 6009.883301
	Iteration 56Q: 3 clusters Score -2.280232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 181826 members 
Entering Unmasked Estep 
Score: -22802322.000000 Penalty: 6009.883301
	Iteration 57Q: 3 clusters Score -2.280232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 181829 members 
Entering Unmasked Estep 
Score: -22802334.000000 Penalty: 6009.883301
	Iteration 58Q: 3 clusters Score -2.280233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 181831 members 
Entering Unmasked Estep 
Score: -22802334.000000 Penalty: 6009.883301
	Iteration 59Q: 3 clusters Score -2.280233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 181828 members 
Entering Unmasked Estep 
Score: -22802342.000000 Penalty: 6009.883301
	Iteration 60F: 3 clusters Score -2.280234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 181829 members 
Entering Unmasked Estep 
Score: -22802340.000000 Penalty: 6009.883301
	Iteration 61Q: 3 clusters Score -2.280234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 181833 members 
Entering Unmasked Estep 
Score: -22802342.000000 Penalty: 6009.883301
	Iteration 62Q: 3 clusters Score -2.280234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 181833 members 
Entering Unmasked Estep 
Score: -22802348.000000 Penalty: 6009.883301
	Iteration 63Q: 3 clusters Score -2.280235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 181838 members 
Entering Unmasked Estep 
Score: -22802334.000000 Penalty: 6009.883301
	Iteration 64Q: 3 clusters Score -2.280233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 181840 members 
Entering Unmasked Estep 
Score: -22802352.000000 Penalty: 6009.883301
	Iteration 65Q: 3 clusters Score -2.280235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -22802352.000000 Penalty: 6009.883301
	Iteration 66Q: 3 clusters Score -2.280235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -22802352.000000 Penalty: 6009.883301
	Iteration 67F: 3 clusters Score -2.280235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Entering Unmasked Estep 
Score: -3575563.000000 Penalty: 2548.895996
	Iteration 0F: 2 clusters Score -3575563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3555537.500000 Penalty: 5097.791992
	Iteration 0F: 3 clusters Score -3555538 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3562744.000000 Penalty: 5097.791992
	Iteration 1F: 3 clusters Score -3562744 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3563240.250000 Penalty: 5097.791992
	Iteration 2F: 3 clusters Score -3563240 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3563666.750000 Penalty: 5097.791992
	Iteration 3Q: 3 clusters Score -3563667 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3564067.000000 Penalty: 5097.791992
	Iteration 4Q: 3 clusters Score -3564067 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3564438.750000 Penalty: 5097.791992
	Iteration 5Q: 3 clusters Score -3564439 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3564830.000000 Penalty: 5097.791992
	Iteration 6Q: 3 clusters Score -3564830 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3565234.500000 Penalty: 5097.791992
	Iteration 7Q: 3 clusters Score -3565234 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3565656.250000 Penalty: 5097.791992
	Iteration 8Q: 3 clusters Score -3565656 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3566045.250000 Penalty: 5097.791992
	Iteration 9Q: 3 clusters Score -3566045 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3566468.750000 Penalty: 5097.791992
	Iteration 10Q: 3 clusters Score -3566469 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3566850.000000 Penalty: 5097.791992
	Iteration 11Q: 3 clusters Score -3566850 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3567242.000000 Penalty: 5097.791992
	Iteration 12Q: 3 clusters Score -3567242 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3567644.000000 Penalty: 5097.791992
	Iteration 13Q: 3 clusters Score -3567644 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3568058.250000 Penalty: 5097.791992
	Iteration 14Q: 3 clusters Score -3568058 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3568460.750000 Penalty: 5097.791992
	Iteration 15Q: 3 clusters Score -3568461 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3568907.500000 Penalty: 5097.791992
	Iteration 16Q: 3 clusters Score -3568908 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3569340.250000 Penalty: 5097.791992
	Iteration 17Q: 3 clusters Score -3569340 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3569798.750000 Penalty: 5097.791992
	Iteration 18Q: 3 clusters Score -3569799 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3570252.750000 Penalty: 5097.791992
	Iteration 19Q: 3 clusters Score -3570253 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3570639.250000 Penalty: 5097.791992
	Iteration 20F: 3 clusters Score -3570639 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3570939.500000 Penalty: 5097.791992
	Iteration 21Q: 3 clusters Score -3570940 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3571211.000000 Penalty: 5097.791992
	Iteration 22Q: 3 clusters Score -3571211 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3571425.250000 Penalty: 5097.791992
	Iteration 23Q: 3 clusters Score -3571425 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3571628.500000 Penalty: 5097.791992
	Iteration 24Q: 3 clusters Score -3571628 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3571821.500000 Penalty: 5097.791992
	Iteration 25Q: 3 clusters Score -3571822 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3571970.000000 Penalty: 5097.791992
	Iteration 26Q: 3 clusters Score -3571970 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3572091.000000 Penalty: 5097.791992
	Iteration 27Q: 3 clusters Score -3572091 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3572218.750000 Penalty: 5097.791992
	Iteration 28Q: 3 clusters Score -3572219 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3572354.000000 Penalty: 5097.791992
	Iteration 29Q: 3 clusters Score -3572354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3572479.500000 Penalty: 5097.791992
	Iteration 30Q: 3 clusters Score -3572480 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3572590.750000 Penalty: 5097.791992
	Iteration 31Q: 3 clusters Score -3572591 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3572668.750000 Penalty: 5097.791992
	Iteration 32Q: 3 clusters Score -3572669 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3572761.750000 Penalty: 5097.791992
	Iteration 33Q: 3 clusters Score -3572762 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3572847.250000 Penalty: 5097.791992
	Iteration 34Q: 3 clusters Score -3572847 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3572942.250000 Penalty: 5097.791992
	Iteration 35Q: 3 clusters Score -3572942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3573003.000000 Penalty: 5097.791992
	Iteration 36Q: 3 clusters Score -3573003 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3573063.500000 Penalty: 5097.791992
	Iteration 37Q: 3 clusters Score -3573064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3573105.750000 Penalty: 5097.791992
	Iteration 38Q: 3 clusters Score -3573106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3573136.000000 Penalty: 5097.791992
	Iteration 39Q: 3 clusters Score -3573136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3573164.500000 Penalty: 5097.791992
	Iteration 40F: 3 clusters Score -3573164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3573207.250000 Penalty: 5097.791992
	Iteration 41Q: 3 clusters Score -3573207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3573237.250000 Penalty: 5097.791992
	Iteration 42Q: 3 clusters Score -3573237 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3573263.750000 Penalty: 5097.791992
	Iteration 43Q: 3 clusters Score -3573264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3573297.500000 Penalty: 5097.791992
	Iteration 44Q: 3 clusters Score -3573298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3573314.500000 Penalty: 5097.791992
	Iteration 45Q: 3 clusters Score -3573314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3573326.750000 Penalty: 5097.791992
	Iteration 46Q: 3 clusters Score -3573327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3573338.750000 Penalty: 5097.791992
	Iteration 47Q: 3 clusters Score -3573339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3573358.250000 Penalty: 5097.791992
	Iteration 48Q: 3 clusters Score -3573358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3573364.000000 Penalty: 5097.791992
	Iteration 49Q: 3 clusters Score -3573364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3573377.250000 Penalty: 5097.791992
	Iteration 50Q: 3 clusters Score -3573377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3573384.750000 Penalty: 5097.791992
	Iteration 51Q: 3 clusters Score -3573385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3573392.000000 Penalty: 5097.791992
	Iteration 52Q: 3 clusters Score -3573392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3573393.500000 Penalty: 5097.791992
	Iteration 53Q: 3 clusters Score -3573394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3573395.000000 Penalty: 5097.791992
	Iteration 54Q: 3 clusters Score -3573395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3573402.250000 Penalty: 5097.791992
	Iteration 55Q: 3 clusters Score -3573402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3573416.750000 Penalty: 5097.791992
	Iteration 56Q: 3 clusters Score -3573417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3573420.500000 Penalty: 5097.791992
	Iteration 57Q: 3 clusters Score -3573420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3573420.500000 Penalty: 5097.791992
	Iteration 58Q: 3 clusters Score -3573420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3573423.250000 Penalty: 5097.791992
	Iteration 59Q: 3 clusters Score -3573423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3573427.250000 Penalty: 5097.791992
	Iteration 60F: 3 clusters Score -3573427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3573431.500000 Penalty: 5097.791992
	Iteration 61Q: 3 clusters Score -3573432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3573434.000000 Penalty: 5097.791992
	Iteration 62Q: 3 clusters Score -3573434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3573432.750000 Penalty: 5097.791992
	Iteration 63Q: 3 clusters Score -3573433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3573437.500000 Penalty: 5097.791992
	Iteration 64Q: 3 clusters Score -3573438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3573432.250000 Penalty: 5097.791992
	Iteration 65Q: 3 clusters Score -3573432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3573435.000000 Penalty: 5097.791992
	Iteration 66Q: 3 clusters Score -3573435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3573433.000000 Penalty: 5097.791992
	Iteration 67Q: 3 clusters Score -3573433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3573436.250000 Penalty: 5097.791992
	Iteration 68Q: 3 clusters Score -3573436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3573443.000000 Penalty: 5097.791992
	Iteration 69Q: 3 clusters Score -3573443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3573441.500000 Penalty: 5097.791992
	Iteration 70Q: 3 clusters Score -3573442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3573447.250000 Penalty: 5097.791992
	Iteration 71Q: 3 clusters Score -3573447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3573444.000000 Penalty: 5097.791992
	Iteration 72Q: 3 clusters Score -3573444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3573450.500000 Penalty: 5097.791992
	Iteration 73Q: 3 clusters Score -3573450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3573455.250000 Penalty: 5097.791992
	Iteration 74Q: 3 clusters Score -3573455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3573454.500000 Penalty: 5097.791992
	Iteration 75Q: 3 clusters Score -3573454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3573454.750000 Penalty: 5097.791992
	Iteration 76Q: 3 clusters Score -3573455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3573455.250000 Penalty: 5097.791992
	Iteration 77Q: 3 clusters Score -3573455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3573455.750000 Penalty: 5097.791992
	Iteration 78Q: 3 clusters Score -3573456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3573455.750000 Penalty: 5097.791992
	Iteration 79F: 3 clusters Score -3573456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Entering Unmasked Estep 
Score: -2577505.000000 Penalty: 2478.107178
	Iteration 0F: 2 clusters Score -2577505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2562426.500000 Penalty: 4956.214355
	Iteration 0F: 3 clusters Score -2562426 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2567702.250000 Penalty: 4956.214355
	Iteration 1F: 3 clusters Score -2567702 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2568194.000000 Penalty: 4956.214355
	Iteration 2F: 3 clusters Score -2568194 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2568620.500000 Penalty: 4956.214355
	Iteration 3Q: 3 clusters Score -2568620 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2569070.000000 Penalty: 4956.214355
	Iteration 4Q: 3 clusters Score -2569070 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2569639.000000 Penalty: 4956.214355
	Iteration 5Q: 3 clusters Score -2569639 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2570381.250000 Penalty: 4956.214355
	Iteration 6F: 3 clusters Score -2570381 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2571206.750000 Penalty: 4956.214355
	Iteration 7F: 3 clusters Score -2571207 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2572046.750000 Penalty: 4956.214355
	Iteration 8F: 3 clusters Score -2572047 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2572876.500000 Penalty: 4956.214355
	Iteration 9F: 3 clusters Score -2572876 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2573670.500000 Penalty: 4956.214355
	Iteration 10Q: 3 clusters Score -2573670 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2574397.000000 Penalty: 4956.214355
	Iteration 11Q: 3 clusters Score -2574397 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2574987.750000 Penalty: 4956.214355
	Iteration 12Q: 3 clusters Score -2574988 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2575393.750000 Penalty: 4956.214355
	Iteration 13Q: 3 clusters Score -2575394 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2575689.000000 Penalty: 4956.214355
	Iteration 14Q: 3 clusters Score -2575689 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2575835.500000 Penalty: 4956.214355
	Iteration 15Q: 3 clusters Score -2575836 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2575944.750000 Penalty: 4956.214355
	Iteration 16Q: 3 clusters Score -2575945 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2576003.000000 Penalty: 4956.214355
	Iteration 17Q: 3 clusters Score -2576003 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2576066.750000 Penalty: 4956.214355
	Iteration 18Q: 3 clusters Score -2576067 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2576123.250000 Penalty: 4956.214355
	Iteration 19Q: 3 clusters Score -2576123 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2576157.500000 Penalty: 4956.214355
	Iteration 20F: 3 clusters Score -2576158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2576175.500000 Penalty: 4956.214355
	Iteration 21Q: 3 clusters Score -2576176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2576188.250000 Penalty: 4956.214355
	Iteration 22Q: 3 clusters Score -2576188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2576193.750000 Penalty: 4956.214355
	Iteration 23Q: 3 clusters Score -2576194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2576200.500000 Penalty: 4956.214355
	Iteration 24Q: 3 clusters Score -2576200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2576207.000000 Penalty: 4956.214355
	Iteration 25Q: 3 clusters Score -2576207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2576211.250000 Penalty: 4956.214355
	Iteration 26Q: 3 clusters Score -2576211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2576222.000000 Penalty: 4956.214355
	Iteration 27Q: 3 clusters Score -2576222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2576223.250000 Penalty: 4956.214355
	Iteration 28Q: 3 clusters Score -2576223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2576231.250000 Penalty: 4956.214355
	Iteration 29Q: 3 clusters Score -2576231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2576235.500000 Penalty: 4956.214355
	Iteration 30Q: 3 clusters Score -2576236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2576235.750000 Penalty: 4956.214355
	Iteration 31Q: 3 clusters Score -2576236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2576240.750000 Penalty: 4956.214355
	Iteration 32Q: 3 clusters Score -2576241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2576247.000000 Penalty: 4956.214355
	Iteration 33Q: 3 clusters Score -2576247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2576247.000000 Penalty: 4956.214355
	Iteration 34Q: 3 clusters Score -2576247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2576252.000000 Penalty: 4956.214355
	Iteration 35Q: 3 clusters Score -2576252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2576251.000000 Penalty: 4956.214355
	Iteration 36Q: 3 clusters Score -2576251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2576254.500000 Penalty: 4956.214355
	Iteration 37Q: 3 clusters Score -2576254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2576255.000000 Penalty: 4956.214355
	Iteration 38Q: 3 clusters Score -2576255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2576250.500000 Penalty: 4956.214355
	Iteration 39Q: 3 clusters Score -2576250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2576249.250000 Penalty: 4956.214355
	Iteration 40F: 3 clusters Score -2576249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2576257.250000 Penalty: 4956.214355
	Iteration 41Q: 3 clusters Score -2576257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2576263.250000 Penalty: 4956.214355
	Iteration 42Q: 3 clusters Score -2576263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2576269.250000 Penalty: 4956.214355
	Iteration 43Q: 3 clusters Score -2576269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2576274.000000 Penalty: 4956.214355
	Iteration 44Q: 3 clusters Score -2576274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2576275.750000 Penalty: 4956.214355
	Iteration 45Q: 3 clusters Score -2576276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2576271.000000 Penalty: 4956.214355
	Iteration 46Q: 3 clusters Score -2576271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2576273.000000 Penalty: 4956.214355
	Iteration 47Q: 3 clusters Score -2576273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2576273.250000 Penalty: 4956.214355
	Iteration 48Q: 3 clusters Score -2576273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2576270.500000 Penalty: 4956.214355
	Iteration 49Q: 3 clusters Score -2576270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2576266.000000 Penalty: 4956.214355
	Iteration 50Q: 3 clusters Score -2576266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2576269.250000 Penalty: 4956.214355
	Iteration 51Q: 3 clusters Score -2576269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2576272.000000 Penalty: 4956.214355
	Iteration 52Q: 3 clusters Score -2576272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2576278.500000 Penalty: 4956.214355
	Iteration 53Q: 3 clusters Score -2576278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2576279.500000 Penalty: 4956.214355
	Iteration 54Q: 3 clusters Score -2576280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2576276.000000 Penalty: 4956.214355
	Iteration 55Q: 3 clusters Score -2576276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2576280.750000 Penalty: 4956.214355
	Iteration 56Q: 3 clusters Score -2576281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2576283.750000 Penalty: 4956.214355
	Iteration 57Q: 3 clusters Score -2576284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2576283.750000 Penalty: 4956.214355
	Iteration 58Q: 3 clusters Score -2576284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2576289.500000 Penalty: 4956.214355
	Iteration 59Q: 3 clusters Score -2576290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2576286.000000 Penalty: 4956.214355
	Iteration 60F: 3 clusters Score -2576286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2576283.750000 Penalty: 4956.214355
	Iteration 61Q: 3 clusters Score -2576284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2576290.250000 Penalty: 4956.214355
	Iteration 62Q: 3 clusters Score -2576290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2576290.250000 Penalty: 4956.214355
	Iteration 63Q: 3 clusters Score -2576290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2576292.000000 Penalty: 4956.214355
	Iteration 64Q: 3 clusters Score -2576292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2576288.750000 Penalty: 4956.214355
	Iteration 65Q: 3 clusters Score -2576289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2576286.000000 Penalty: 4956.214355
	Iteration 66Q: 3 clusters Score -2576286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2576290.750000 Penalty: 4956.214355
	Iteration 67Q: 3 clusters Score -2576291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2576291.500000 Penalty: 4956.214355
	Iteration 68Q: 3 clusters Score -2576292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2576285.000000 Penalty: 4956.214355
	Iteration 69Q: 3 clusters Score -2576285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2576286.250000 Penalty: 4956.214355
	Iteration 70Q: 3 clusters Score -2576286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2576286.000000 Penalty: 4956.214355
	Iteration 71Q: 3 clusters Score -2576286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2576284.250000 Penalty: 4956.214355
	Iteration 72Q: 3 clusters Score -2576284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2576285.500000 Penalty: 4956.214355
	Iteration 73Q: 3 clusters Score -2576286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2576286.500000 Penalty: 4956.214355
	Iteration 74Q: 3 clusters Score -2576286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2576286.000000 Penalty: 4956.214355
	Iteration 75Q: 3 clusters Score -2576286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2576288.000000 Penalty: 4956.214355
	Iteration 76Q: 3 clusters Score -2576288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2576293.500000 Penalty: 4956.214355
	Iteration 77Q: 3 clusters Score -2576294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2576289.000000 Penalty: 4956.214355
	Iteration 78Q: 3 clusters Score -2576289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2576292.000000 Penalty: 4956.214355
	Iteration 79Q: 3 clusters Score -2576292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2576288.250000 Penalty: 4956.214355
	Iteration 80F: 3 clusters Score -2576288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2576287.500000 Penalty: 4956.214355
	Iteration 81Q: 3 clusters Score -2576288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2576293.500000 Penalty: 4956.214355
	Iteration 82Q: 3 clusters Score -2576294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2576292.250000 Penalty: 4956.214355
	Iteration 83Q: 3 clusters Score -2576292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2576296.000000 Penalty: 4956.214355
	Iteration 84Q: 3 clusters Score -2576296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2576292.500000 Penalty: 4956.214355
	Iteration 85Q: 3 clusters Score -2576292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2576294.000000 Penalty: 4956.214355
	Iteration 86Q: 3 clusters Score -2576294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2576296.250000 Penalty: 4956.214355
	Iteration 87Q: 3 clusters Score -2576296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2576296.500000 Penalty: 4956.214355
	Iteration 88Q: 3 clusters Score -2576296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2576291.750000 Penalty: 4956.214355
	Iteration 89Q: 3 clusters Score -2576292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2576287.500000 Penalty: 4956.214355
	Iteration 90Q: 3 clusters Score -2576288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2576288.000000 Penalty: 4956.214355
	Iteration 91Q: 3 clusters Score -2576288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2576288.750000 Penalty: 4956.214355
	Iteration 92Q: 3 clusters Score -2576289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2576295.000000 Penalty: 4956.214355
	Iteration 93Q: 3 clusters Score -2576295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2576296.500000 Penalty: 4956.214355
	Iteration 94Q: 3 clusters Score -2576296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2576300.000000 Penalty: 4956.214355
	Iteration 95Q: 3 clusters Score -2576300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2576295.000000 Penalty: 4956.214355
	Iteration 96Q: 3 clusters Score -2576295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2576300.750000 Penalty: 4956.214355
	Iteration 97Q: 3 clusters Score -2576301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2576301.250000 Penalty: 4956.214355
	Iteration 98Q: 3 clusters Score -2576301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2576302.250000 Penalty: 4956.214355
	Iteration 99Q: 3 clusters Score -2576302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2576304.000000 Penalty: 4956.214355
	Iteration 100F: 3 clusters Score -2576304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2576304.500000 Penalty: 4956.214355
	Iteration 101Q: 3 clusters Score -2576304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2576306.500000 Penalty: 4956.214355
	Iteration 102Q: 3 clusters Score -2576306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2576306.500000 Penalty: 4956.214355
	Iteration 103F: 3 clusters Score -2576306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -711634.500000 Penalty: 2152.005127
	Iteration 0F: 2 clusters Score -711634.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -706600.187500 Penalty: 4304.010254
	Iteration 0F: 3 clusters Score -706600.2 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -707835.562500 Penalty: 4304.010254
	Iteration 1F: 3 clusters Score -707835.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -708116.937500 Penalty: 4304.010254
	Iteration 2F: 3 clusters Score -708116.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -708365.375000 Penalty: 4304.010254
	Iteration 3F: 3 clusters Score -708365.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -708604.937500 Penalty: 4304.010254
	Iteration 4F: 3 clusters Score -708604.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -708811.000000 Penalty: 4304.010254
	Iteration 5F: 3 clusters Score -708811 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -709006.375000 Penalty: 4304.010254
	Iteration 6Q: 3 clusters Score -709006.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -709167.937500 Penalty: 4304.010254
	Iteration 7Q: 3 clusters Score -709167.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -709289.875000 Penalty: 4304.010254
	Iteration 8Q: 3 clusters Score -709289.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -709433.500000 Penalty: 4304.010254
	Iteration 9Q: 3 clusters Score -709433.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -709664.687500 Penalty: 4304.010254
	Iteration 10Q: 3 clusters Score -709664.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -710017.375000 Penalty: 4304.010254
	Iteration 11Q: 3 clusters Score -710017.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -710425.562500 Penalty: 4304.010254
	Iteration 12Q: 3 clusters Score -710425.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -710780.187500 Penalty: 4304.010254
	Iteration 13Q: 3 clusters Score -710780.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -710973.500000 Penalty: 4304.010254
	Iteration 14Q: 3 clusters Score -710973.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -711133.687500 Penalty: 4304.010254
	Iteration 15Q: 3 clusters Score -711133.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -711259.125000 Penalty: 4304.010254
	Iteration 16Q: 3 clusters Score -711259.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -711372.437500 Penalty: 4304.010254
	Iteration 17Q: 3 clusters Score -711372.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -711452.562500 Penalty: 4304.010254
	Iteration 18Q: 3 clusters Score -711452.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -711508.812500 Penalty: 4304.010254
	Iteration 19Q: 3 clusters Score -711508.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -711531.625000 Penalty: 4304.010254
	Iteration 20F: 3 clusters Score -711531.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -711554.625000 Penalty: 4304.010254
	Iteration 21Q: 3 clusters Score -711554.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -711570.125000 Penalty: 4304.010254
	Iteration 22Q: 3 clusters Score -711570.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -711583.437500 Penalty: 4304.010254
	Iteration 23Q: 3 clusters Score -711583.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -711596.562500 Penalty: 4304.010254
	Iteration 24Q: 3 clusters Score -711596.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -711609.187500 Penalty: 4304.010254
	Iteration 25Q: 3 clusters Score -711609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -711616.750000 Penalty: 4304.010254
	Iteration 26Q: 3 clusters Score -711616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -711618.937500 Penalty: 4304.010254
	Iteration 27Q: 3 clusters Score -711618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -711622.687500 Penalty: 4304.010254
	Iteration 28Q: 3 clusters Score -711622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -711624.187500 Penalty: 4304.010254
	Iteration 29Q: 3 clusters Score -711624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -711627.062500 Penalty: 4304.010254
	Iteration 30Q: 3 clusters Score -711627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -711632.187500 Penalty: 4304.010254
	Iteration 31Q: 3 clusters Score -711632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -711634.687500 Penalty: 4304.010254
	Iteration 32Q: 3 clusters Score -711634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -711634.375000 Penalty: 4304.010254
	Iteration 33Q: 3 clusters Score -711634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -711634.812500 Penalty: 4304.010254
	Iteration 34Q: 3 clusters Score -711634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -711635.062500 Penalty: 4304.010254
	Iteration 35Q: 3 clusters Score -711635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -711635.687500 Penalty: 4304.010254
	Iteration 36Q: 3 clusters Score -711635.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -711635.750000 Penalty: 4304.010254
	Iteration 37Q: 3 clusters Score -711635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -711639.250000 Penalty: 4304.010254
	Iteration 38Q: 3 clusters Score -711639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -711643.437500 Penalty: 4304.010254
	Iteration 39Q: 3 clusters Score -711643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -711646.625000 Penalty: 4304.010254
	Iteration 40F: 3 clusters Score -711646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -711647.500000 Penalty: 4304.010254
	Iteration 41Q: 3 clusters Score -711647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -711648.625000 Penalty: 4304.010254
	Iteration 42Q: 3 clusters Score -711648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -711649.562500 Penalty: 4304.010254
	Iteration 43Q: 3 clusters Score -711649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -711650.000000 Penalty: 4304.010254
	Iteration 44Q: 3 clusters Score -711650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -711651.000000 Penalty: 4304.010254
	Iteration 45Q: 3 clusters Score -711651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -711653.375000 Penalty: 4304.010254
	Iteration 46Q: 3 clusters Score -711653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -711653.875000 Penalty: 4304.010254
	Iteration 47Q: 3 clusters Score -711653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -711654.875000 Penalty: 4304.010254
	Iteration 48Q: 3 clusters Score -711654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -711654.875000 Penalty: 4304.010254
	Iteration 49F: 3 clusters Score -711654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182901 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21859 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170174 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 4125 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172729 members 
Entering Unmasked Estep 
Score: -124251400.000000 Penalty: 99613.000000
Splitting cluster 7 changes total score from -124252920.000000 to -124251400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -1296557.000000 Penalty: 2315.000488
	Iteration 0F: 2 clusters Score -1296557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1288052.250000 Penalty: 4630.000977
	Iteration 0F: 3 clusters Score -1288052 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1290705.750000 Penalty: 4630.000977
	Iteration 1F: 3 clusters Score -1290706 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1291109.375000 Penalty: 4630.000977
	Iteration 2F: 3 clusters Score -1291109 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1291455.625000 Penalty: 4630.000977
	Iteration 3F: 3 clusters Score -1291456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1291758.750000 Penalty: 4630.000977
	Iteration 4Q: 3 clusters Score -1291759 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1292062.625000 Penalty: 4630.000977
	Iteration 5Q: 3 clusters Score -1292063 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1292399.125000 Penalty: 4630.000977
	Iteration 6Q: 3 clusters Score -1292399 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1292724.750000 Penalty: 4630.000977
	Iteration 7Q: 3 clusters Score -1292725 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1293051.625000 Penalty: 4630.000977
	Iteration 8Q: 3 clusters Score -1293052 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1293380.875000 Penalty: 4630.000977
	Iteration 9Q: 3 clusters Score -1293381 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1293668.500000 Penalty: 4630.000977
	Iteration 10Q: 3 clusters Score -1293668 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1293950.750000 Penalty: 4630.000977
	Iteration 11Q: 3 clusters Score -1293951 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1294274.250000 Penalty: 4630.000977
	Iteration 12Q: 3 clusters Score -1294274 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1294659.000000 Penalty: 4630.000977
	Iteration 13Q: 3 clusters Score -1294659 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1295008.375000 Penalty: 4630.000977
	Iteration 14Q: 3 clusters Score -1295008 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1295252.750000 Penalty: 4630.000977
	Iteration 15Q: 3 clusters Score -1295253 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1295391.625000 Penalty: 4630.000977
	Iteration 16Q: 3 clusters Score -1295392 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1295461.250000 Penalty: 4630.000977
	Iteration 17Q: 3 clusters Score -1295461 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1295504.125000 Penalty: 4630.000977
	Iteration 18Q: 3 clusters Score -1295504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1295530.000000 Penalty: 4630.000977
	Iteration 19Q: 3 clusters Score -1295530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1295554.000000 Penalty: 4630.000977
	Iteration 20F: 3 clusters Score -1295554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1295567.875000 Penalty: 4630.000977
	Iteration 21Q: 3 clusters Score -1295568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1295578.000000 Penalty: 4630.000977
	Iteration 22Q: 3 clusters Score -1295578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1295582.375000 Penalty: 4630.000977
	Iteration 23Q: 3 clusters Score -1295582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1295587.375000 Penalty: 4630.000977
	Iteration 24Q: 3 clusters Score -1295587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1295588.875000 Penalty: 4630.000977
	Iteration 25Q: 3 clusters Score -1295589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1295591.875000 Penalty: 4630.000977
	Iteration 26Q: 3 clusters Score -1295592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1295594.750000 Penalty: 4630.000977
	Iteration 27Q: 3 clusters Score -1295595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1295597.375000 Penalty: 4630.000977
	Iteration 28Q: 3 clusters Score -1295597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1295597.000000 Penalty: 4630.000977
	Iteration 29Q: 3 clusters Score -1295597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1295597.750000 Penalty: 4630.000977
	Iteration 30Q: 3 clusters Score -1295598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1295597.750000 Penalty: 4630.000977
	Iteration 31F: 3 clusters Score -1295598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -1893770.875000 Penalty: 2392.627441
	Iteration 0F: 2 clusters Score -1893771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1882654.500000 Penalty: 4785.254883
	Iteration 0F: 3 clusters Score -1882654 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1886071.625000 Penalty: 4785.254883
	Iteration 1F: 3 clusters Score -1886072 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1886504.750000 Penalty: 4785.254883
	Iteration 2F: 3 clusters Score -1886505 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1886849.875000 Penalty: 4785.254883
	Iteration 3F: 3 clusters Score -1886850 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1887175.625000 Penalty: 4785.254883
	Iteration 4Q: 3 clusters Score -1887176 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1887422.375000 Penalty: 4785.254883
	Iteration 5Q: 3 clusters Score -1887422 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1887623.375000 Penalty: 4785.254883
	Iteration 6Q: 3 clusters Score -1887623 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1887812.500000 Penalty: 4785.254883
	Iteration 7Q: 3 clusters Score -1887812 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1887992.125000 Penalty: 4785.254883
	Iteration 8Q: 3 clusters Score -1887992 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1888191.875000 Penalty: 4785.254883
	Iteration 9Q: 3 clusters Score -1888192 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1888403.375000 Penalty: 4785.254883
	Iteration 10Q: 3 clusters Score -1888403 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1888666.500000 Penalty: 4785.254883
	Iteration 11Q: 3 clusters Score -1888666 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1888955.000000 Penalty: 4785.254883
	Iteration 12Q: 3 clusters Score -1888955 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1889295.625000 Penalty: 4785.254883
	Iteration 13Q: 3 clusters Score -1889296 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1889645.375000 Penalty: 4785.254883
	Iteration 14Q: 3 clusters Score -1889645 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1890000.750000 Penalty: 4785.254883
	Iteration 15Q: 3 clusters Score -1890001 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1890332.625000 Penalty: 4785.254883
	Iteration 16Q: 3 clusters Score -1890333 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1890613.750000 Penalty: 4785.254883
	Iteration 17Q: 3 clusters Score -1890614 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1890821.125000 Penalty: 4785.254883
	Iteration 18Q: 3 clusters Score -1890821 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1890968.500000 Penalty: 4785.254883
	Iteration 19Q: 3 clusters Score -1890968 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1891088.250000 Penalty: 4785.254883
	Iteration 20F: 3 clusters Score -1891088 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1891187.375000 Penalty: 4785.254883
	Iteration 21Q: 3 clusters Score -1891187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1891265.250000 Penalty: 4785.254883
	Iteration 22Q: 3 clusters Score -1891265 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1891318.750000 Penalty: 4785.254883
	Iteration 23Q: 3 clusters Score -1891319 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1891363.875000 Penalty: 4785.254883
	Iteration 24Q: 3 clusters Score -1891364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1891406.250000 Penalty: 4785.254883
	Iteration 25Q: 3 clusters Score -1891406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1891449.875000 Penalty: 4785.254883
	Iteration 26Q: 3 clusters Score -1891450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1891482.000000 Penalty: 4785.254883
	Iteration 27Q: 3 clusters Score -1891482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1891498.750000 Penalty: 4785.254883
	Iteration 28Q: 3 clusters Score -1891499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1891522.250000 Penalty: 4785.254883
	Iteration 29Q: 3 clusters Score -1891522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1891541.125000 Penalty: 4785.254883
	Iteration 30Q: 3 clusters Score -1891541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1891562.000000 Penalty: 4785.254883
	Iteration 31Q: 3 clusters Score -1891562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1891576.500000 Penalty: 4785.254883
	Iteration 32Q: 3 clusters Score -1891576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1891592.750000 Penalty: 4785.254883
	Iteration 33Q: 3 clusters Score -1891593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1891598.625000 Penalty: 4785.254883
	Iteration 34Q: 3 clusters Score -1891599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1891610.875000 Penalty: 4785.254883
	Iteration 35Q: 3 clusters Score -1891611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1891612.750000 Penalty: 4785.254883
	Iteration 36Q: 3 clusters Score -1891613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1891617.000000 Penalty: 4785.254883
	Iteration 37Q: 3 clusters Score -1891617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1891627.125000 Penalty: 4785.254883
	Iteration 38Q: 3 clusters Score -1891627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1891645.750000 Penalty: 4785.254883
	Iteration 39Q: 3 clusters Score -1891646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1891649.625000 Penalty: 4785.254883
	Iteration 40F: 3 clusters Score -1891650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1891656.625000 Penalty: 4785.254883
	Iteration 41Q: 3 clusters Score -1891657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1891660.125000 Penalty: 4785.254883
	Iteration 42Q: 3 clusters Score -1891660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1891675.875000 Penalty: 4785.254883
	Iteration 43Q: 3 clusters Score -1891676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1891682.625000 Penalty: 4785.254883
	Iteration 44Q: 3 clusters Score -1891683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1891696.000000 Penalty: 4785.254883
	Iteration 45Q: 3 clusters Score -1891696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1891700.875000 Penalty: 4785.254883
	Iteration 46Q: 3 clusters Score -1891701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1891706.750000 Penalty: 4785.254883
	Iteration 47Q: 3 clusters Score -1891707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1891715.750000 Penalty: 4785.254883
	Iteration 48Q: 3 clusters Score -1891716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1891718.875000 Penalty: 4785.254883
	Iteration 49Q: 3 clusters Score -1891719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1891729.500000 Penalty: 4785.254883
	Iteration 50Q: 3 clusters Score -1891730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1891731.125000 Penalty: 4785.254883
	Iteration 51Q: 3 clusters Score -1891731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1891733.000000 Penalty: 4785.254883
	Iteration 52Q: 3 clusters Score -1891733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1891737.000000 Penalty: 4785.254883
	Iteration 53Q: 3 clusters Score -1891737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1891737.500000 Penalty: 4785.254883
	Iteration 54Q: 3 clusters Score -1891738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1891741.625000 Penalty: 4785.254883
	Iteration 55Q: 3 clusters Score -1891742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1891745.125000 Penalty: 4785.254883
	Iteration 56Q: 3 clusters Score -1891745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1891752.375000 Penalty: 4785.254883
	Iteration 57Q: 3 clusters Score -1891752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1891756.250000 Penalty: 4785.254883
	Iteration 58Q: 3 clusters Score -1891756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1891758.000000 Penalty: 4785.254883
	Iteration 59Q: 3 clusters Score -1891758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1891763.500000 Penalty: 4785.254883
	Iteration 60F: 3 clusters Score -1891764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1891764.625000 Penalty: 4785.254883
	Iteration 61Q: 3 clusters Score -1891765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1891766.375000 Penalty: 4785.254883
	Iteration 62Q: 3 clusters Score -1891766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1891765.500000 Penalty: 4785.254883
	Iteration 63Q: 3 clusters Score -1891766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1891768.250000 Penalty: 4785.254883
	Iteration 64Q: 3 clusters Score -1891768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1891772.500000 Penalty: 4785.254883
	Iteration 65Q: 3 clusters Score -1891772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1891775.125000 Penalty: 4785.254883
	Iteration 66Q: 3 clusters Score -1891775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1891775.250000 Penalty: 4785.254883
	Iteration 67Q: 3 clusters Score -1891775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1891780.875000 Penalty: 4785.254883
	Iteration 68Q: 3 clusters Score -1891781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1891781.625000 Penalty: 4785.254883
	Iteration 69Q: 3 clusters Score -1891782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1891780.500000 Penalty: 4785.254883
	Iteration 70Q: 3 clusters Score -1891780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1891780.250000 Penalty: 4785.254883
	Iteration 71Q: 3 clusters Score -1891780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1891780.125000 Penalty: 4785.254883
	Iteration 72Q: 3 clusters Score -1891780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1891785.000000 Penalty: 4785.254883
	Iteration 73Q: 3 clusters Score -1891785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1891786.125000 Penalty: 4785.254883
	Iteration 74Q: 3 clusters Score -1891786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1891788.875000 Penalty: 4785.254883
	Iteration 75Q: 3 clusters Score -1891789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1891791.125000 Penalty: 4785.254883
	Iteration 76Q: 3 clusters Score -1891791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1891795.750000 Penalty: 4785.254883
	Iteration 77Q: 3 clusters Score -1891796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1891794.500000 Penalty: 4785.254883
	Iteration 78Q: 3 clusters Score -1891794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1891800.375000 Penalty: 4785.254883
	Iteration 79Q: 3 clusters Score -1891800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1891802.750000 Penalty: 4785.254883
	Iteration 80F: 3 clusters Score -1891803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1891804.125000 Penalty: 4785.254883
	Iteration 81Q: 3 clusters Score -1891804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1891809.250000 Penalty: 4785.254883
	Iteration 82Q: 3 clusters Score -1891809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1891810.250000 Penalty: 4785.254883
	Iteration 83Q: 3 clusters Score -1891810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1891809.750000 Penalty: 4785.254883
	Iteration 84Q: 3 clusters Score -1891810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1891809.750000 Penalty: 4785.254883
	Iteration 85F: 3 clusters Score -1891810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Entering Unmasked Estep 
Score: -6852302.000000 Penalty: 2710.314209
	Iteration 0F: 2 clusters Score -6852302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -6814954.000000 Penalty: 5420.628418
	Iteration 0F: 3 clusters Score -6814954 nChanged 25651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -6829450.500000 Penalty: 5420.628418
	Iteration 1F: 3 clusters Score -6829450 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -6829957.000000 Penalty: 5420.628418
	Iteration 2Q: 3 clusters Score -6829957 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6830644.500000 Penalty: 5420.628418
	Iteration 3Q: 3 clusters Score -6830644 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -6831439.000000 Penalty: 5420.628418
	Iteration 4Q: 3 clusters Score -6831439 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -6832624.500000 Penalty: 5420.628418
	Iteration 5Q: 3 clusters Score -6832624 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -6834390.500000 Penalty: 5420.628418
	Iteration 6F: 3 clusters Score -6834390 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -6836697.000000 Penalty: 5420.628418
	Iteration 7F: 3 clusters Score -6836697 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -6839205.000000 Penalty: 5420.628418
	Iteration 8F: 3 clusters Score -6839205 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -6841275.500000 Penalty: 5420.628418
	Iteration 9F: 3 clusters Score -6841276 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -6842825.500000 Penalty: 5420.628418
	Iteration 10Q: 3 clusters Score -6842826 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -6844184.000000 Penalty: 5420.628418
	Iteration 11Q: 3 clusters Score -6844184 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6845387.000000 Penalty: 5420.628418
	Iteration 12Q: 3 clusters Score -6845387 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6846481.500000 Penalty: 5420.628418
	Iteration 13Q: 3 clusters Score -6846482 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6847333.500000 Penalty: 5420.628418
	Iteration 14Q: 3 clusters Score -6847334 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -6848131.000000 Penalty: 5420.628418
	Iteration 15Q: 3 clusters Score -6848131 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6848688.500000 Penalty: 5420.628418
	Iteration 16Q: 3 clusters Score -6848688 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -6849149.000000 Penalty: 5420.628418
	Iteration 17Q: 3 clusters Score -6849149 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6849510.500000 Penalty: 5420.628418
	Iteration 18Q: 3 clusters Score -6849510 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6849774.000000 Penalty: 5420.628418
	Iteration 19Q: 3 clusters Score -6849774 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -6849930.000000 Penalty: 5420.628418
	Iteration 20F: 3 clusters Score -6849930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -6850018.500000 Penalty: 5420.628418
	Iteration 21Q: 3 clusters Score -6850018 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6850066.500000 Penalty: 5420.628418
	Iteration 22Q: 3 clusters Score -6850066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -6850118.000000 Penalty: 5420.628418
	Iteration 23Q: 3 clusters Score -6850118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -6850141.000000 Penalty: 5420.628418
	Iteration 24Q: 3 clusters Score -6850141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -6850170.000000 Penalty: 5420.628418
	Iteration 25Q: 3 clusters Score -6850170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -6850185.000000 Penalty: 5420.628418
	Iteration 26Q: 3 clusters Score -6850185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -6850199.000000 Penalty: 5420.628418
	Iteration 27Q: 3 clusters Score -6850199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -6850215.500000 Penalty: 5420.628418
	Iteration 28Q: 3 clusters Score -6850216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -6850228.000000 Penalty: 5420.628418
	Iteration 29Q: 3 clusters Score -6850228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -6850239.500000 Penalty: 5420.628418
	Iteration 30Q: 3 clusters Score -6850240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -6850245.000000 Penalty: 5420.628418
	Iteration 31Q: 3 clusters Score -6850245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -6850248.000000 Penalty: 5420.628418
	Iteration 32Q: 3 clusters Score -6850248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -6850250.000000 Penalty: 5420.628418
	Iteration 33Q: 3 clusters Score -6850250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -6850249.500000 Penalty: 5420.628418
	Iteration 34Q: 3 clusters Score -6850250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -6850257.500000 Penalty: 5420.628418
	Iteration 35Q: 3 clusters Score -6850258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -6850263.000000 Penalty: 5420.628418
	Iteration 36Q: 3 clusters Score -6850263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -6850264.500000 Penalty: 5420.628418
	Iteration 37Q: 3 clusters Score -6850264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -6850259.500000 Penalty: 5420.628418
	Iteration 38Q: 3 clusters Score -6850260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -6850269.500000 Penalty: 5420.628418
	Iteration 39Q: 3 clusters Score -6850270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -6850267.000000 Penalty: 5420.628418
	Iteration 40F: 3 clusters Score -6850267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -6850263.500000 Penalty: 5420.628418
	Iteration 41Q: 3 clusters Score -6850264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -6850262.000000 Penalty: 5420.628418
	Iteration 42Q: 3 clusters Score -6850262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -6850271.000000 Penalty: 5420.628418
	Iteration 43Q: 3 clusters Score -6850271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -6850270.500000 Penalty: 5420.628418
	Iteration 44Q: 3 clusters Score -6850270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -6850269.500000 Penalty: 5420.628418
	Iteration 45Q: 3 clusters Score -6850270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -6850275.500000 Penalty: 5420.628418
	Iteration 46Q: 3 clusters Score -6850276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -6850271.500000 Penalty: 5420.628418
	Iteration 47Q: 3 clusters Score -6850272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -6850282.000000 Penalty: 5420.628418
	Iteration 48Q: 3 clusters Score -6850282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -6850282.000000 Penalty: 5420.628418
	Iteration 49F: 3 clusters Score -6850282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -673439.750000 Penalty: 2138.903809
	Iteration 0F: 2 clusters Score -673439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -668558.500000 Penalty: 4277.807617
	Iteration 0F: 3 clusters Score -668558.5 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -669861.562500 Penalty: 4277.807617
	Iteration 1F: 3 clusters Score -669861.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -670160.125000 Penalty: 4277.807617
	Iteration 2F: 3 clusters Score -670160.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -670393.750000 Penalty: 4277.807617
	Iteration 3F: 3 clusters Score -670393.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -670628.062500 Penalty: 4277.807617
	Iteration 4F: 3 clusters Score -670628.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -670821.312500 Penalty: 4277.807617
	Iteration 5F: 3 clusters Score -670821.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -670961.000000 Penalty: 4277.807617
	Iteration 6Q: 3 clusters Score -670961 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -671091.625000 Penalty: 4277.807617
	Iteration 7Q: 3 clusters Score -671091.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -671205.562500 Penalty: 4277.807617
	Iteration 8Q: 3 clusters Score -671205.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -671316.562500 Penalty: 4277.807617
	Iteration 9Q: 3 clusters Score -671316.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -671417.312500 Penalty: 4277.807617
	Iteration 10Q: 3 clusters Score -671417.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -671498.875000 Penalty: 4277.807617
	Iteration 11Q: 3 clusters Score -671498.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -671591.437500 Penalty: 4277.807617
	Iteration 12Q: 3 clusters Score -671591.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -671679.875000 Penalty: 4277.807617
	Iteration 13Q: 3 clusters Score -671679.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -671745.875000 Penalty: 4277.807617
	Iteration 14Q: 3 clusters Score -671745.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -671805.937500 Penalty: 4277.807617
	Iteration 15Q: 3 clusters Score -671805.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -671850.125000 Penalty: 4277.807617
	Iteration 16Q: 3 clusters Score -671850.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -671874.125000 Penalty: 4277.807617
	Iteration 17Q: 3 clusters Score -671874.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -671888.562500 Penalty: 4277.807617
	Iteration 18Q: 3 clusters Score -671888.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -671894.812500 Penalty: 4277.807617
	Iteration 19Q: 3 clusters Score -671894.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -671903.750000 Penalty: 4277.807617
	Iteration 20F: 3 clusters Score -671903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -671907.562500 Penalty: 4277.807617
	Iteration 21Q: 3 clusters Score -671907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -671910.187500 Penalty: 4277.807617
	Iteration 22Q: 3 clusters Score -671910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -671914.437500 Penalty: 4277.807617
	Iteration 23Q: 3 clusters Score -671914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -671925.312500 Penalty: 4277.807617
	Iteration 24Q: 3 clusters Score -671925.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -671936.812500 Penalty: 4277.807617
	Iteration 25Q: 3 clusters Score -671936.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -671955.187500 Penalty: 4277.807617
	Iteration 26Q: 3 clusters Score -671955.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -671979.687500 Penalty: 4277.807617
	Iteration 27Q: 3 clusters Score -671979.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -672004.562500 Penalty: 4277.807617
	Iteration 28Q: 3 clusters Score -672004.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -672031.750000 Penalty: 4277.807617
	Iteration 29Q: 3 clusters Score -672031.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -672057.500000 Penalty: 4277.807617
	Iteration 30Q: 3 clusters Score -672057.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -672074.750000 Penalty: 4277.807617
	Iteration 31Q: 3 clusters Score -672074.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -672084.437500 Penalty: 4277.807617
	Iteration 32Q: 3 clusters Score -672084.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -672097.125000 Penalty: 4277.807617
	Iteration 33Q: 3 clusters Score -672097.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -672100.125000 Penalty: 4277.807617
	Iteration 34Q: 3 clusters Score -672100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -672103.625000 Penalty: 4277.807617
	Iteration 35Q: 3 clusters Score -672103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -672105.562500 Penalty: 4277.807617
	Iteration 36Q: 3 clusters Score -672105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -672107.687500 Penalty: 4277.807617
	Iteration 37Q: 3 clusters Score -672107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -672108.250000 Penalty: 4277.807617
	Iteration 38Q: 3 clusters Score -672108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -672109.437500 Penalty: 4277.807617
	Iteration 39Q: 3 clusters Score -672109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -672109.187500 Penalty: 4277.807617
	Iteration 40F: 3 clusters Score -672109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -672109.500000 Penalty: 4277.807617
	Iteration 41Q: 3 clusters Score -672109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -672110.937500 Penalty: 4277.807617
	Iteration 42Q: 3 clusters Score -672110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -672110.812500 Penalty: 4277.807617
	Iteration 43Q: 3 clusters Score -672110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -672110.812500 Penalty: 4277.807617
	Iteration 44F: 3 clusters Score -672110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (170174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Entering Unmasked Estep 
Score: -20723926.000000 Penalty: 2987.054932
	Iteration 0F: 2 clusters Score -2.072393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -20611338.000000 Penalty: 5974.109863
	Iteration 0F: 3 clusters Score -2.061134e+07 nChanged 81685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -20659238.000000 Penalty: 5974.109863
	Iteration 1F: 3 clusters Score -2.065924e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -20660612.000000 Penalty: 5974.109863
	Iteration 2Q: 3 clusters Score -2.066061e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -20662366.000000 Penalty: 5974.109863
	Iteration 3Q: 3 clusters Score -2.066237e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -20664592.000000 Penalty: 5974.109863
	Iteration 4Q: 3 clusters Score -2.066459e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -20667300.000000 Penalty: 5974.109863
	Iteration 5Q: 3 clusters Score -2.06673e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -20671052.000000 Penalty: 5974.109863
	Iteration 6Q: 3 clusters Score -2.067105e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -20675416.000000 Penalty: 5974.109863
	Iteration 7F: 3 clusters Score -2.067542e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -20679654.000000 Penalty: 5974.109863
	Iteration 8F: 3 clusters Score -2.067965e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -20683318.000000 Penalty: 5974.109863
	Iteration 9Q: 3 clusters Score -2.068332e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -20687066.000000 Penalty: 5974.109863
	Iteration 10Q: 3 clusters Score -2.068707e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -20690788.000000 Penalty: 5974.109863
	Iteration 11Q: 3 clusters Score -2.069079e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -20695002.000000 Penalty: 5974.109863
	Iteration 12Q: 3 clusters Score -2.0695e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -20698754.000000 Penalty: 5974.109863
	Iteration 13Q: 3 clusters Score -2.069875e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -20700940.000000 Penalty: 5974.109863
	Iteration 14Q: 3 clusters Score -2.070094e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -20702404.000000 Penalty: 5974.109863
	Iteration 15Q: 3 clusters Score -2.07024e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -20703476.000000 Penalty: 5974.109863
	Iteration 16Q: 3 clusters Score -2.070348e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -20704318.000000 Penalty: 5974.109863
	Iteration 17Q: 3 clusters Score -2.070432e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -20705160.000000 Penalty: 5974.109863
	Iteration 18Q: 3 clusters Score -2.070516e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -20705702.000000 Penalty: 5974.109863
	Iteration 19Q: 3 clusters Score -2.07057e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -20706218.000000 Penalty: 5974.109863
	Iteration 20F: 3 clusters Score -2.070622e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -20706580.000000 Penalty: 5974.109863
	Iteration 21Q: 3 clusters Score -2.070658e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -20706932.000000 Penalty: 5974.109863
	Iteration 22Q: 3 clusters Score -2.070693e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -20707324.000000 Penalty: 5974.109863
	Iteration 23Q: 3 clusters Score -2.070732e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -20707558.000000 Penalty: 5974.109863
	Iteration 24Q: 3 clusters Score -2.070756e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -20707802.000000 Penalty: 5974.109863
	Iteration 25Q: 3 clusters Score -2.07078e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -20708054.000000 Penalty: 5974.109863
	Iteration 26Q: 3 clusters Score -2.070805e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -20708182.000000 Penalty: 5974.109863
	Iteration 27Q: 3 clusters Score -2.070818e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -20708314.000000 Penalty: 5974.109863
	Iteration 28Q: 3 clusters Score -2.070831e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -20708414.000000 Penalty: 5974.109863
	Iteration 29Q: 3 clusters Score -2.070841e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -20708622.000000 Penalty: 5974.109863
	Iteration 30Q: 3 clusters Score -2.070862e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -20708834.000000 Penalty: 5974.109863
	Iteration 31Q: 3 clusters Score -2.070883e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -20709000.000000 Penalty: 5974.109863
	Iteration 32Q: 3 clusters Score -2.0709e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -20709162.000000 Penalty: 5974.109863
	Iteration 33Q: 3 clusters Score -2.070916e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -20709354.000000 Penalty: 5974.109863
	Iteration 34Q: 3 clusters Score -2.070935e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -20709510.000000 Penalty: 5974.109863
	Iteration 35Q: 3 clusters Score -2.070951e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -20709822.000000 Penalty: 5974.109863
	Iteration 36Q: 3 clusters Score -2.070982e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -20710004.000000 Penalty: 5974.109863
	Iteration 37Q: 3 clusters Score -2.071e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -20710210.000000 Penalty: 5974.109863
	Iteration 38Q: 3 clusters Score -2.071021e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -20710528.000000 Penalty: 5974.109863
	Iteration 39Q: 3 clusters Score -2.071053e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -20710918.000000 Penalty: 5974.109863
	Iteration 40F: 3 clusters Score -2.071092e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -20711290.000000 Penalty: 5974.109863
	Iteration 41Q: 3 clusters Score -2.071129e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -20711770.000000 Penalty: 5974.109863
	Iteration 42Q: 3 clusters Score -2.071177e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104974 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -20712250.000000 Penalty: 5974.109863
	Iteration 43Q: 3 clusters Score -2.071225e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -20712696.000000 Penalty: 5974.109863
	Iteration 44Q: 3 clusters Score -2.07127e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108291 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -20713290.000000 Penalty: 5974.109863
	Iteration 45Q: 3 clusters Score -2.071329e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109921 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -20713878.000000 Penalty: 5974.109863
	Iteration 46Q: 3 clusters Score -2.071388e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111501 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -20714356.000000 Penalty: 5974.109863
	Iteration 47Q: 3 clusters Score -2.071436e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -20714792.000000 Penalty: 5974.109863
	Iteration 48Q: 3 clusters Score -2.071479e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -20715230.000000 Penalty: 5974.109863
	Iteration 49Q: 3 clusters Score -2.071523e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115905 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -20715584.000000 Penalty: 5974.109863
	Iteration 50Q: 3 clusters Score -2.071558e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -20715782.000000 Penalty: 5974.109863
	Iteration 51Q: 3 clusters Score -2.071578e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -20715886.000000 Penalty: 5974.109863
	Iteration 52Q: 3 clusters Score -2.071589e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -20716084.000000 Penalty: 5974.109863
	Iteration 53Q: 3 clusters Score -2.071608e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120470 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -20716272.000000 Penalty: 5974.109863
	Iteration 54Q: 3 clusters Score -2.071627e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -20716350.000000 Penalty: 5974.109863
	Iteration 55Q: 3 clusters Score -2.071635e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122313 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -20716532.000000 Penalty: 5974.109863
	Iteration 56Q: 3 clusters Score -2.071653e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -20716620.000000 Penalty: 5974.109863
	Iteration 57Q: 3 clusters Score -2.071662e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -20716640.000000 Penalty: 5974.109863
	Iteration 58Q: 3 clusters Score -2.071664e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124698 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -20716686.000000 Penalty: 5974.109863
	Iteration 59Q: 3 clusters Score -2.071669e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -20716782.000000 Penalty: 5974.109863
	Iteration 60F: 3 clusters Score -2.071678e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125825 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -20716802.000000 Penalty: 5974.109863
	Iteration 61Q: 3 clusters Score -2.07168e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -20716822.000000 Penalty: 5974.109863
	Iteration 62Q: 3 clusters Score -2.071682e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -20716854.000000 Penalty: 5974.109863
	Iteration 63Q: 3 clusters Score -2.071685e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -20716830.000000 Penalty: 5974.109863
	Iteration 64Q: 3 clusters Score -2.071683e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -20716876.000000 Penalty: 5974.109863
	Iteration 65Q: 3 clusters Score -2.071688e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -20716904.000000 Penalty: 5974.109863
	Iteration 66Q: 3 clusters Score -2.07169e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128355 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -20716900.000000 Penalty: 5974.109863
	Iteration 67Q: 3 clusters Score -2.07169e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128692 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -20717004.000000 Penalty: 5974.109863
	Iteration 68Q: 3 clusters Score -2.0717e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129038 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -20716980.000000 Penalty: 5974.109863
	Iteration 69Q: 3 clusters Score -2.071698e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -20717028.000000 Penalty: 5974.109863
	Iteration 70Q: 3 clusters Score -2.071703e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129647 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -20717080.000000 Penalty: 5974.109863
	Iteration 71Q: 3 clusters Score -2.071708e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129944 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -20717172.000000 Penalty: 5974.109863
	Iteration 72Q: 3 clusters Score -2.071717e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -20717142.000000 Penalty: 5974.109863
	Iteration 73Q: 3 clusters Score -2.071714e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -20717166.000000 Penalty: 5974.109863
	Iteration 74Q: 3 clusters Score -2.071717e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130737 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -20717182.000000 Penalty: 5974.109863
	Iteration 75Q: 3 clusters Score -2.071718e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130988 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -20717190.000000 Penalty: 5974.109863
	Iteration 76Q: 3 clusters Score -2.071719e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -20717134.000000 Penalty: 5974.109863
	Iteration 77Q: 3 clusters Score -2.071713e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -20717102.000000 Penalty: 5974.109863
	Iteration 78Q: 3 clusters Score -2.07171e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -20717092.000000 Penalty: 5974.109863
	Iteration 79Q: 3 clusters Score -2.071709e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131899 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -20717064.000000 Penalty: 5974.109863
	Iteration 80F: 3 clusters Score -2.071706e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132127 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -20717108.000000 Penalty: 5974.109863
	Iteration 81Q: 3 clusters Score -2.071711e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -20717120.000000 Penalty: 5974.109863
	Iteration 82Q: 3 clusters Score -2.071712e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -20717188.000000 Penalty: 5974.109863
	Iteration 83Q: 3 clusters Score -2.071719e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132767 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -20717192.000000 Penalty: 5974.109863
	Iteration 84Q: 3 clusters Score -2.071719e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -20717184.000000 Penalty: 5974.109863
	Iteration 85Q: 3 clusters Score -2.071718e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -20717196.000000 Penalty: 5974.109863
	Iteration 86Q: 3 clusters Score -2.07172e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133417 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -20717222.000000 Penalty: 5974.109863
	Iteration 87Q: 3 clusters Score -2.071722e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -20717238.000000 Penalty: 5974.109863
	Iteration 88Q: 3 clusters Score -2.071724e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133800 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -20717260.000000 Penalty: 5974.109863
	Iteration 89Q: 3 clusters Score -2.071726e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -20717284.000000 Penalty: 5974.109863
	Iteration 90Q: 3 clusters Score -2.071728e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134197 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -20717270.000000 Penalty: 5974.109863
	Iteration 91Q: 3 clusters Score -2.071727e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134395 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -20717298.000000 Penalty: 5974.109863
	Iteration 92Q: 3 clusters Score -2.07173e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134608 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -20717342.000000 Penalty: 5974.109863
	Iteration 93Q: 3 clusters Score -2.071734e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -20717286.000000 Penalty: 5974.109863
	Iteration 94Q: 3 clusters Score -2.071729e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -20717274.000000 Penalty: 5974.109863
	Iteration 95Q: 3 clusters Score -2.071727e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -20717284.000000 Penalty: 5974.109863
	Iteration 96Q: 3 clusters Score -2.071728e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135508 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -20717338.000000 Penalty: 5974.109863
	Iteration 97Q: 3 clusters Score -2.071734e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135726 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -20717330.000000 Penalty: 5974.109863
	Iteration 98Q: 3 clusters Score -2.071733e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135916 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -20717354.000000 Penalty: 5974.109863
	Iteration 99Q: 3 clusters Score -2.071735e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136092 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -20717418.000000 Penalty: 5974.109863
	Iteration 100F: 3 clusters Score -2.071742e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136273 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -20717448.000000 Penalty: 5974.109863
	Iteration 101Q: 3 clusters Score -2.071745e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136442 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -20717482.000000 Penalty: 5974.109863
	Iteration 102Q: 3 clusters Score -2.071748e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136597 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -20717456.000000 Penalty: 5974.109863
	Iteration 103Q: 3 clusters Score -2.071746e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136749 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -20717438.000000 Penalty: 5974.109863
	Iteration 104Q: 3 clusters Score -2.071744e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136924 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -20717448.000000 Penalty: 5974.109863
	Iteration 105Q: 3 clusters Score -2.071745e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137062 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -20717466.000000 Penalty: 5974.109863
	Iteration 106Q: 3 clusters Score -2.071747e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137192 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -20717484.000000 Penalty: 5974.109863
	Iteration 107Q: 3 clusters Score -2.071748e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137301 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -20717472.000000 Penalty: 5974.109863
	Iteration 108Q: 3 clusters Score -2.071747e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137430 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -20717468.000000 Penalty: 5974.109863
	Iteration 109Q: 3 clusters Score -2.071747e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137599 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -20717412.000000 Penalty: 5974.109863
	Iteration 110Q: 3 clusters Score -2.071741e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137754 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -20717420.000000 Penalty: 5974.109863
	Iteration 111Q: 3 clusters Score -2.071742e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137924 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -20717446.000000 Penalty: 5974.109863
	Iteration 112Q: 3 clusters Score -2.071745e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138124 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -20717422.000000 Penalty: 5974.109863
	Iteration 113Q: 3 clusters Score -2.071742e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138335 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -20717404.000000 Penalty: 5974.109863
	Iteration 114Q: 3 clusters Score -2.07174e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138549 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -20717410.000000 Penalty: 5974.109863
	Iteration 115Q: 3 clusters Score -2.071741e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138750 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -20717420.000000 Penalty: 5974.109863
	Iteration 116Q: 3 clusters Score -2.071742e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138954 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -20717434.000000 Penalty: 5974.109863
	Iteration 117Q: 3 clusters Score -2.071743e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139154 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -20717432.000000 Penalty: 5974.109863
	Iteration 118Q: 3 clusters Score -2.071743e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139350 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -20717462.000000 Penalty: 5974.109863
	Iteration 119Q: 3 clusters Score -2.071746e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139588 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -20717516.000000 Penalty: 5974.109863
	Iteration 120F: 3 clusters Score -2.071752e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139814 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -20717526.000000 Penalty: 5974.109863
	Iteration 121Q: 3 clusters Score -2.071753e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140024 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -20717546.000000 Penalty: 5974.109863
	Iteration 122Q: 3 clusters Score -2.071755e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -20717566.000000 Penalty: 5974.109863
	Iteration 123Q: 3 clusters Score -2.071757e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140386 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -20717568.000000 Penalty: 5974.109863
	Iteration 124Q: 3 clusters Score -2.071757e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -20717576.000000 Penalty: 5974.109863
	Iteration 125Q: 3 clusters Score -2.071758e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -20717602.000000 Penalty: 5974.109863
	Iteration 126Q: 3 clusters Score -2.07176e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140845 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -20717608.000000 Penalty: 5974.109863
	Iteration 127Q: 3 clusters Score -2.071761e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140991 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -20717618.000000 Penalty: 5974.109863
	Iteration 128Q: 3 clusters Score -2.071762e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -20717612.000000 Penalty: 5974.109863
	Iteration 129Q: 3 clusters Score -2.071761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -20717650.000000 Penalty: 5974.109863
	Iteration 130Q: 3 clusters Score -2.071765e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141455 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -20717666.000000 Penalty: 5974.109863
	Iteration 131Q: 3 clusters Score -2.071767e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141576 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -20717652.000000 Penalty: 5974.109863
	Iteration 132Q: 3 clusters Score -2.071765e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -20717618.000000 Penalty: 5974.109863
	Iteration 133Q: 3 clusters Score -2.071762e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -20717614.000000 Penalty: 5974.109863
	Iteration 134Q: 3 clusters Score -2.071761e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141958 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -20717630.000000 Penalty: 5974.109863
	Iteration 135Q: 3 clusters Score -2.071763e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -20717650.000000 Penalty: 5974.109863
	Iteration 136Q: 3 clusters Score -2.071765e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -20717630.000000 Penalty: 5974.109863
	Iteration 137Q: 3 clusters Score -2.071763e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -20717556.000000 Penalty: 5974.109863
	Iteration 138Q: 3 clusters Score -2.071756e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -20717542.000000 Penalty: 5974.109863
	Iteration 139Q: 3 clusters Score -2.071754e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142870 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -20717538.000000 Penalty: 5974.109863
	Iteration 140F: 3 clusters Score -2.071754e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -20717490.000000 Penalty: 5974.109863
	Iteration 141Q: 3 clusters Score -2.071749e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143319 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -20717500.000000 Penalty: 5974.109863
	Iteration 142Q: 3 clusters Score -2.07175e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -20717490.000000 Penalty: 5974.109863
	Iteration 143Q: 3 clusters Score -2.071749e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -20717544.000000 Penalty: 5974.109863
	Iteration 144Q: 3 clusters Score -2.071754e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -20717594.000000 Penalty: 5974.109863
	Iteration 145Q: 3 clusters Score -2.071759e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -20717714.000000 Penalty: 5974.109863
	Iteration 146Q: 3 clusters Score -2.071771e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144868 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -20717756.000000 Penalty: 5974.109863
	Iteration 147Q: 3 clusters Score -2.071776e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -20717784.000000 Penalty: 5974.109863
	Iteration 148Q: 3 clusters Score -2.071778e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145678 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -20717884.000000 Penalty: 5974.109863
	Iteration 149Q: 3 clusters Score -2.071788e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146136 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -20717886.000000 Penalty: 5974.109863
	Iteration 150Q: 3 clusters Score -2.071789e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -20717848.000000 Penalty: 5974.109863
	Iteration 151Q: 3 clusters Score -2.071785e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147182 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -20717964.000000 Penalty: 5974.109863
	Iteration 152Q: 3 clusters Score -2.071796e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147744 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -20718056.000000 Penalty: 5974.109863
	Iteration 153Q: 3 clusters Score -2.071806e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148359 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -20718076.000000 Penalty: 5974.109863
	Iteration 154Q: 3 clusters Score -2.071808e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -20718144.000000 Penalty: 5974.109863
	Iteration 155Q: 3 clusters Score -2.071814e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149742 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -20718166.000000 Penalty: 5974.109863
	Iteration 156Q: 3 clusters Score -2.071817e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150533 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -20718312.000000 Penalty: 5974.109863
	Iteration 157Q: 3 clusters Score -2.071831e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -20718558.000000 Penalty: 5974.109863
	Iteration 158Q: 3 clusters Score -2.071856e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152436 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -20718858.000000 Penalty: 5974.109863
	Iteration 159Q: 3 clusters Score -2.071886e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153529 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -20719222.000000 Penalty: 5974.109863
	Iteration 160F: 3 clusters Score -2.071922e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154648 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -20719432.000000 Penalty: 5974.109863
	Iteration 161Q: 3 clusters Score -2.071943e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -20719836.000000 Penalty: 5974.109863
	Iteration 162Q: 3 clusters Score -2.071984e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -20720212.000000 Penalty: 5974.109863
	Iteration 163Q: 3 clusters Score -2.072021e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -20720592.000000 Penalty: 5974.109863
	Iteration 164Q: 3 clusters Score -2.072059e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -20720862.000000 Penalty: 5974.109863
	Iteration 165Q: 3 clusters Score -2.072086e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -20721204.000000 Penalty: 5974.109863
	Iteration 166Q: 3 clusters Score -2.07212e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160906 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -20721416.000000 Penalty: 5974.109863
	Iteration 167Q: 3 clusters Score -2.072142e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161623 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -20721622.000000 Penalty: 5974.109863
	Iteration 168Q: 3 clusters Score -2.072162e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162244 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -20721822.000000 Penalty: 5974.109863
	Iteration 169Q: 3 clusters Score -2.072182e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -20721972.000000 Penalty: 5974.109863
	Iteration 170Q: 3 clusters Score -2.072197e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163263 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -20721990.000000 Penalty: 5974.109863
	Iteration 171Q: 3 clusters Score -2.072199e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -20722040.000000 Penalty: 5974.109863
	Iteration 172Q: 3 clusters Score -2.072204e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -20722066.000000 Penalty: 5974.109863
	Iteration 173Q: 3 clusters Score -2.072207e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164257 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -20722150.000000 Penalty: 5974.109863
	Iteration 174Q: 3 clusters Score -2.072215e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164476 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -20722170.000000 Penalty: 5974.109863
	Iteration 175Q: 3 clusters Score -2.072217e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -20722242.000000 Penalty: 5974.109863
	Iteration 176Q: 3 clusters Score -2.072224e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164868 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -20722260.000000 Penalty: 5974.109863
	Iteration 177Q: 3 clusters Score -2.072226e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165021 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -20722246.000000 Penalty: 5974.109863
	Iteration 178Q: 3 clusters Score -2.072225e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165161 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -20722248.000000 Penalty: 5974.109863
	Iteration 179Q: 3 clusters Score -2.072225e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -20722270.000000 Penalty: 5974.109863
	Iteration 180F: 3 clusters Score -2.072227e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165397 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -20722250.000000 Penalty: 5974.109863
	Iteration 181Q: 3 clusters Score -2.072225e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -20722244.000000 Penalty: 5974.109863
	Iteration 182Q: 3 clusters Score -2.072224e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165601 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -20722274.000000 Penalty: 5974.109863
	Iteration 183Q: 3 clusters Score -2.072227e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -20722298.000000 Penalty: 5974.109863
	Iteration 184Q: 3 clusters Score -2.07223e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -20722330.000000 Penalty: 5974.109863
	Iteration 185Q: 3 clusters Score -2.072233e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -20722318.000000 Penalty: 5974.109863
	Iteration 186Q: 3 clusters Score -2.072232e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -20722316.000000 Penalty: 5974.109863
	Iteration 187Q: 3 clusters Score -2.072232e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -20722340.000000 Penalty: 5974.109863
	Iteration 188Q: 3 clusters Score -2.072234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -20722342.000000 Penalty: 5974.109863
	Iteration 189Q: 3 clusters Score -2.072234e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166085 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -20722318.000000 Penalty: 5974.109863
	Iteration 190Q: 3 clusters Score -2.072232e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -20722320.000000 Penalty: 5974.109863
	Iteration 191Q: 3 clusters Score -2.072232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166202 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -20722316.000000 Penalty: 5974.109863
	Iteration 192Q: 3 clusters Score -2.072232e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20722312.000000 Penalty: 5974.109863
	Iteration 193Q: 3 clusters Score -2.072231e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166280 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -20722338.000000 Penalty: 5974.109863
	Iteration 194Q: 3 clusters Score -2.072234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -20722320.000000 Penalty: 5974.109863
	Iteration 195Q: 3 clusters Score -2.072232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -20722314.000000 Penalty: 5974.109863
	Iteration 196Q: 3 clusters Score -2.072231e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -20722306.000000 Penalty: 5974.109863
	Iteration 197Q: 3 clusters Score -2.072231e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -20722322.000000 Penalty: 5974.109863
	Iteration 198Q: 3 clusters Score -2.072232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166450 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -20722320.000000 Penalty: 5974.109863
	Iteration 199Q: 3 clusters Score -2.072232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20722340.000000 Penalty: 5974.109863
	Iteration 200F: 3 clusters Score -2.072234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -20722350.000000 Penalty: 5974.109863
	Iteration 201Q: 3 clusters Score -2.072235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166510 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -20722358.000000 Penalty: 5974.109863
	Iteration 202Q: 3 clusters Score -2.072236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -20722358.000000 Penalty: 5974.109863
	Iteration 203Q: 3 clusters Score -2.072236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -20722360.000000 Penalty: 5974.109863
	Iteration 204Q: 3 clusters Score -2.072236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -20722364.000000 Penalty: 5974.109863
	Iteration 205Q: 3 clusters Score -2.072236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166550 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -20722366.000000 Penalty: 5974.109863
	Iteration 206Q: 3 clusters Score -2.072237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -20722344.000000 Penalty: 5974.109863
	Iteration 207Q: 3 clusters Score -2.072234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -20722356.000000 Penalty: 5974.109863
	Iteration 208Q: 3 clusters Score -2.072236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -20722348.000000 Penalty: 5974.109863
	Iteration 209Q: 3 clusters Score -2.072235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -20722340.000000 Penalty: 5974.109863
	Iteration 210Q: 3 clusters Score -2.072234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166584 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -20722354.000000 Penalty: 5974.109863
	Iteration 211Q: 3 clusters Score -2.072235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -20722362.000000 Penalty: 5974.109863
	Iteration 212Q: 3 clusters Score -2.072236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166595 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -20722372.000000 Penalty: 5974.109863
	Iteration 213Q: 3 clusters Score -2.072237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -20722376.000000 Penalty: 5974.109863
	Iteration 214Q: 3 clusters Score -2.072238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -20722366.000000 Penalty: 5974.109863
	Iteration 215Q: 3 clusters Score -2.072237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -20722368.000000 Penalty: 5974.109863
	Iteration 216Q: 3 clusters Score -2.072237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -20722370.000000 Penalty: 5974.109863
	Iteration 217Q: 3 clusters Score -2.072237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -20722370.000000 Penalty: 5974.109863
	Iteration 218Q: 3 clusters Score -2.072237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -20722370.000000 Penalty: 5974.109863
	Iteration 219Q: 3 clusters Score -2.072237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -20722370.000000 Penalty: 5974.109863
	Iteration 220F: 3 clusters Score -2.072237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -32291.617188 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -32291.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31084.917969 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -31084.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31438.734375 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -31438.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31582.814453 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -31582.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31745.935547 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -31745.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31906.466797 Penalty: 2912.570557
	Iteration 4F: 3 clusters Score -31906.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32241.189453 Penalty: 2912.570557
	Iteration 5F: 3 clusters Score -32241.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32641.564453 Penalty: 2912.570557
	Iteration 6F: 3 clusters Score -32641.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32780.289062 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -32780.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32863.273438 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -32863.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32863.273438 Penalty: 2912.570557
	Iteration 9F: 3 clusters Score -32863.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182901 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21859 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170174 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172729 members 
Entering Unmasked Estep 
Score: -124251472.000000 Penalty: 99613.000000
Splitting cluster 13 changes total score from -124252920.000000 to -124251472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -622823.812500 Penalty: 2118.726318
	Iteration 0F: 2 clusters Score -622823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -618227.500000 Penalty: 4237.452637
	Iteration 0F: 3 clusters Score -618227.5 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -619294.000000 Penalty: 4237.452637
	Iteration 1F: 3 clusters Score -619294 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -619524.125000 Penalty: 4237.452637
	Iteration 2F: 3 clusters Score -619524.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -619685.187500 Penalty: 4237.452637
	Iteration 3F: 3 clusters Score -619685.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -619800.187500 Penalty: 4237.452637
	Iteration 4Q: 3 clusters Score -619800.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -619876.375000 Penalty: 4237.452637
	Iteration 5Q: 3 clusters Score -619876.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -619938.562500 Penalty: 4237.452637
	Iteration 6Q: 3 clusters Score -619938.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -619983.312500 Penalty: 4237.452637
	Iteration 7Q: 3 clusters Score -619983.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -620021.312500 Penalty: 4237.452637
	Iteration 8Q: 3 clusters Score -620021.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -620057.625000 Penalty: 4237.452637
	Iteration 9Q: 3 clusters Score -620057.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -620103.250000 Penalty: 4237.452637
	Iteration 10Q: 3 clusters Score -620103.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -620143.312500 Penalty: 4237.452637
	Iteration 11Q: 3 clusters Score -620143.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -620177.687500 Penalty: 4237.452637
	Iteration 12Q: 3 clusters Score -620177.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -620215.125000 Penalty: 4237.452637
	Iteration 13Q: 3 clusters Score -620215.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -620246.937500 Penalty: 4237.452637
	Iteration 14Q: 3 clusters Score -620246.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -620271.562500 Penalty: 4237.452637
	Iteration 15Q: 3 clusters Score -620271.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -620292.062500 Penalty: 4237.452637
	Iteration 16Q: 3 clusters Score -620292.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -620315.437500 Penalty: 4237.452637
	Iteration 17Q: 3 clusters Score -620315.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -620344.937500 Penalty: 4237.452637
	Iteration 18Q: 3 clusters Score -620344.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -620369.375000 Penalty: 4237.452637
	Iteration 19Q: 3 clusters Score -620369.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -620386.375000 Penalty: 4237.452637
	Iteration 20F: 3 clusters Score -620386.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -620401.000000 Penalty: 4237.452637
	Iteration 21Q: 3 clusters Score -620401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -620418.062500 Penalty: 4237.452637
	Iteration 22Q: 3 clusters Score -620418.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -620432.562500 Penalty: 4237.452637
	Iteration 23Q: 3 clusters Score -620432.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -620443.937500 Penalty: 4237.452637
	Iteration 24Q: 3 clusters Score -620443.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -620454.625000 Penalty: 4237.452637
	Iteration 25Q: 3 clusters Score -620454.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -620464.750000 Penalty: 4237.452637
	Iteration 26Q: 3 clusters Score -620464.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -620472.750000 Penalty: 4237.452637
	Iteration 27Q: 3 clusters Score -620472.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -620478.562500 Penalty: 4237.452637
	Iteration 28Q: 3 clusters Score -620478.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -620484.062500 Penalty: 4237.452637
	Iteration 29Q: 3 clusters Score -620484.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -620487.500000 Penalty: 4237.452637
	Iteration 30Q: 3 clusters Score -620487.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -620492.687500 Penalty: 4237.452637
	Iteration 31Q: 3 clusters Score -620492.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -620496.125000 Penalty: 4237.452637
	Iteration 32Q: 3 clusters Score -620496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -620498.375000 Penalty: 4237.452637
	Iteration 33Q: 3 clusters Score -620498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -620501.187500 Penalty: 4237.452637
	Iteration 34Q: 3 clusters Score -620501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -620503.937500 Penalty: 4237.452637
	Iteration 35Q: 3 clusters Score -620503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -620505.687500 Penalty: 4237.452637
	Iteration 36Q: 3 clusters Score -620505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -620508.250000 Penalty: 4237.452637
	Iteration 37Q: 3 clusters Score -620508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -620508.687500 Penalty: 4237.452637
	Iteration 38Q: 3 clusters Score -620508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -620510.062500 Penalty: 4237.452637
	Iteration 39Q: 3 clusters Score -620510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -620511.187500 Penalty: 4237.452637
	Iteration 40F: 3 clusters Score -620511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -620511.000000 Penalty: 4237.452637
	Iteration 41Q: 3 clusters Score -620511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -620511.000000 Penalty: 4237.452637
	Iteration 42F: 3 clusters Score -620511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1117353.750000 Penalty: 2265.926758
	Iteration 0F: 2 clusters Score -1117354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1110108.750000 Penalty: 4531.853516
	Iteration 0F: 3 clusters Score -1110109 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1112122.750000 Penalty: 4531.853516
	Iteration 1F: 3 clusters Score -1112123 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1112406.125000 Penalty: 4531.853516
	Iteration 2F: 3 clusters Score -1112406 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1112560.875000 Penalty: 4531.853516
	Iteration 3Q: 3 clusters Score -1112561 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1112681.875000 Penalty: 4531.853516
	Iteration 4Q: 3 clusters Score -1112682 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1112816.000000 Penalty: 4531.853516
	Iteration 5Q: 3 clusters Score -1112816 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1112931.250000 Penalty: 4531.853516
	Iteration 6Q: 3 clusters Score -1112931 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1113034.750000 Penalty: 4531.853516
	Iteration 7Q: 3 clusters Score -1113035 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1113142.375000 Penalty: 4531.853516
	Iteration 8Q: 3 clusters Score -1113142 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1113273.000000 Penalty: 4531.853516
	Iteration 9Q: 3 clusters Score -1113273 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1113432.750000 Penalty: 4531.853516
	Iteration 10Q: 3 clusters Score -1113433 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1113601.875000 Penalty: 4531.853516
	Iteration 11Q: 3 clusters Score -1113602 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1113807.250000 Penalty: 4531.853516
	Iteration 12Q: 3 clusters Score -1113807 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1114084.125000 Penalty: 4531.853516
	Iteration 13Q: 3 clusters Score -1114084 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1114382.625000 Penalty: 4531.853516
	Iteration 14Q: 3 clusters Score -1114383 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1114627.875000 Penalty: 4531.853516
	Iteration 15Q: 3 clusters Score -1114628 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1114791.625000 Penalty: 4531.853516
	Iteration 16Q: 3 clusters Score -1114792 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1114915.750000 Penalty: 4531.853516
	Iteration 17Q: 3 clusters Score -1114916 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1115021.000000 Penalty: 4531.853516
	Iteration 18Q: 3 clusters Score -1115021 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1115099.375000 Penalty: 4531.853516
	Iteration 19Q: 3 clusters Score -1115099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1115147.000000 Penalty: 4531.853516
	Iteration 20F: 3 clusters Score -1115147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1115182.750000 Penalty: 4531.853516
	Iteration 21Q: 3 clusters Score -1115183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1115203.375000 Penalty: 4531.853516
	Iteration 22Q: 3 clusters Score -1115203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1115223.375000 Penalty: 4531.853516
	Iteration 23Q: 3 clusters Score -1115223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1115247.375000 Penalty: 4531.853516
	Iteration 24Q: 3 clusters Score -1115247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1115274.000000 Penalty: 4531.853516
	Iteration 25Q: 3 clusters Score -1115274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1115286.500000 Penalty: 4531.853516
	Iteration 26Q: 3 clusters Score -1115286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1115301.750000 Penalty: 4531.853516
	Iteration 27Q: 3 clusters Score -1115302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1115309.750000 Penalty: 4531.853516
	Iteration 28Q: 3 clusters Score -1115310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1115313.875000 Penalty: 4531.853516
	Iteration 29Q: 3 clusters Score -1115314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1115320.125000 Penalty: 4531.853516
	Iteration 30Q: 3 clusters Score -1115320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1115326.250000 Penalty: 4531.853516
	Iteration 31Q: 3 clusters Score -1115326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1115331.125000 Penalty: 4531.853516
	Iteration 32Q: 3 clusters Score -1115331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1115338.000000 Penalty: 4531.853516
	Iteration 33Q: 3 clusters Score -1115338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1115345.375000 Penalty: 4531.853516
	Iteration 34Q: 3 clusters Score -1115345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1115349.000000 Penalty: 4531.853516
	Iteration 35Q: 3 clusters Score -1115349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1115355.250000 Penalty: 4531.853516
	Iteration 36Q: 3 clusters Score -1115355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1115360.375000 Penalty: 4531.853516
	Iteration 37Q: 3 clusters Score -1115360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1115363.250000 Penalty: 4531.853516
	Iteration 38Q: 3 clusters Score -1115363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1115363.000000 Penalty: 4531.853516
	Iteration 39Q: 3 clusters Score -1115363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1115363.500000 Penalty: 4531.853516
	Iteration 40F: 3 clusters Score -1115364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Entering Unmasked Estep 
Score: -1735356.750000 Penalty: 2376.141113
	Iteration 0F: 2 clusters Score -1735357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1724934.000000 Penalty: 4752.282227
	Iteration 0F: 3 clusters Score -1724934 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1728287.125000 Penalty: 4752.282227
	Iteration 1F: 3 clusters Score -1728287 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1728882.250000 Penalty: 4752.282227
	Iteration 2F: 3 clusters Score -1728882 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1729400.250000 Penalty: 4752.282227
	Iteration 3F: 3 clusters Score -1729400 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1729965.625000 Penalty: 4752.282227
	Iteration 4F: 3 clusters Score -1729966 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1730511.625000 Penalty: 4752.282227
	Iteration 5F: 3 clusters Score -1730512 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1731066.000000 Penalty: 4752.282227
	Iteration 6F: 3 clusters Score -1731066 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1731634.125000 Penalty: 4752.282227
	Iteration 7F: 3 clusters Score -1731634 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1732191.875000 Penalty: 4752.282227
	Iteration 8F: 3 clusters Score -1732192 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1732672.375000 Penalty: 4752.282227
	Iteration 9Q: 3 clusters Score -1732672 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1733088.125000 Penalty: 4752.282227
	Iteration 10Q: 3 clusters Score -1733088 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1733437.750000 Penalty: 4752.282227
	Iteration 11Q: 3 clusters Score -1733438 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1733680.250000 Penalty: 4752.282227
	Iteration 12Q: 3 clusters Score -1733680 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1733840.250000 Penalty: 4752.282227
	Iteration 13Q: 3 clusters Score -1733840 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1733985.625000 Penalty: 4752.282227
	Iteration 14Q: 3 clusters Score -1733986 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1734094.875000 Penalty: 4752.282227
	Iteration 15Q: 3 clusters Score -1734095 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1734191.125000 Penalty: 4752.282227
	Iteration 16Q: 3 clusters Score -1734191 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1734259.500000 Penalty: 4752.282227
	Iteration 17Q: 3 clusters Score -1734260 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1734315.000000 Penalty: 4752.282227
	Iteration 18Q: 3 clusters Score -1734315 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1734370.625000 Penalty: 4752.282227
	Iteration 19Q: 3 clusters Score -1734371 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1734419.250000 Penalty: 4752.282227
	Iteration 20F: 3 clusters Score -1734419 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1734464.375000 Penalty: 4752.282227
	Iteration 21Q: 3 clusters Score -1734464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1734490.250000 Penalty: 4752.282227
	Iteration 22Q: 3 clusters Score -1734490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1734508.375000 Penalty: 4752.282227
	Iteration 23Q: 3 clusters Score -1734508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1734522.000000 Penalty: 4752.282227
	Iteration 24Q: 3 clusters Score -1734522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1734531.250000 Penalty: 4752.282227
	Iteration 25Q: 3 clusters Score -1734531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1734538.875000 Penalty: 4752.282227
	Iteration 26Q: 3 clusters Score -1734539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1734545.500000 Penalty: 4752.282227
	Iteration 27Q: 3 clusters Score -1734546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1734550.875000 Penalty: 4752.282227
	Iteration 28Q: 3 clusters Score -1734551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1734552.000000 Penalty: 4752.282227
	Iteration 29Q: 3 clusters Score -1734552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1734551.875000 Penalty: 4752.282227
	Iteration 30Q: 3 clusters Score -1734552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1734547.250000 Penalty: 4752.282227
	Iteration 31Q: 3 clusters Score -1734547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1734547.375000 Penalty: 4752.282227
	Iteration 32Q: 3 clusters Score -1734547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1734548.875000 Penalty: 4752.282227
	Iteration 33Q: 3 clusters Score -1734549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1734550.500000 Penalty: 4752.282227
	Iteration 34Q: 3 clusters Score -1734550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1734551.125000 Penalty: 4752.282227
	Iteration 35Q: 3 clusters Score -1734551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1734554.250000 Penalty: 4752.282227
	Iteration 36Q: 3 clusters Score -1734554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1734554.875000 Penalty: 4752.282227
	Iteration 37Q: 3 clusters Score -1734555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1734550.500000 Penalty: 4752.282227
	Iteration 38Q: 3 clusters Score -1734550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1734550.500000 Penalty: 4752.282227
	Iteration 39Q: 3 clusters Score -1734550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1734554.000000 Penalty: 4752.282227
	Iteration 40F: 3 clusters Score -1734554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1734557.375000 Penalty: 4752.282227
	Iteration 41Q: 3 clusters Score -1734557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1734556.250000 Penalty: 4752.282227
	Iteration 42Q: 3 clusters Score -1734556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1734556.750000 Penalty: 4752.282227
	Iteration 43Q: 3 clusters Score -1734557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1734561.000000 Penalty: 4752.282227
	Iteration 44Q: 3 clusters Score -1734561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1734558.500000 Penalty: 4752.282227
	Iteration 45Q: 3 clusters Score -1734558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1734559.500000 Penalty: 4752.282227
	Iteration 46Q: 3 clusters Score -1734560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1734565.750000 Penalty: 4752.282227
	Iteration 47Q: 3 clusters Score -1734566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1734564.875000 Penalty: 4752.282227
	Iteration 48Q: 3 clusters Score -1734565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1734569.500000 Penalty: 4752.282227
	Iteration 49Q: 3 clusters Score -1734570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1734565.875000 Penalty: 4752.282227
	Iteration 50Q: 3 clusters Score -1734566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1734566.125000 Penalty: 4752.282227
	Iteration 51Q: 3 clusters Score -1734566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1734566.500000 Penalty: 4752.282227
	Iteration 52Q: 3 clusters Score -1734566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1734565.875000 Penalty: 4752.282227
	Iteration 53Q: 3 clusters Score -1734566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1734565.500000 Penalty: 4752.282227
	Iteration 54Q: 3 clusters Score -1734566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1734567.750000 Penalty: 4752.282227
	Iteration 55Q: 3 clusters Score -1734568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1734570.125000 Penalty: 4752.282227
	Iteration 56Q: 3 clusters Score -1734570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1734567.625000 Penalty: 4752.282227
	Iteration 57Q: 3 clusters Score -1734568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1734567.625000 Penalty: 4752.282227
	Iteration 58F: 3 clusters Score -1734568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Entering Unmasked Estep 
Score: -2061647.125000 Penalty: 2419.754150
	Iteration 0F: 2 clusters Score -2061647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2049252.500000 Penalty: 4839.508301
	Iteration 0F: 3 clusters Score -2049252 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2053412.375000 Penalty: 4839.508301
	Iteration 1F: 3 clusters Score -2053412 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2053849.875000 Penalty: 4839.508301
	Iteration 2F: 3 clusters Score -2053850 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2054231.875000 Penalty: 4839.508301
	Iteration 3F: 3 clusters Score -2054232 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2054642.500000 Penalty: 4839.508301
	Iteration 4Q: 3 clusters Score -2054642 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2055099.000000 Penalty: 4839.508301
	Iteration 5Q: 3 clusters Score -2055099 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2055714.125000 Penalty: 4839.508301
	Iteration 6F: 3 clusters Score -2055714 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2056477.375000 Penalty: 4839.508301
	Iteration 7F: 3 clusters Score -2056477 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2057311.125000 Penalty: 4839.508301
	Iteration 8F: 3 clusters Score -2057311 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2058054.875000 Penalty: 4839.508301
	Iteration 9F: 3 clusters Score -2058055 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2058630.875000 Penalty: 4839.508301
	Iteration 10Q: 3 clusters Score -2058631 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2059098.125000 Penalty: 4839.508301
	Iteration 11Q: 3 clusters Score -2059098 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2059471.875000 Penalty: 4839.508301
	Iteration 12Q: 3 clusters Score -2059472 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2059710.875000 Penalty: 4839.508301
	Iteration 13Q: 3 clusters Score -2059711 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2059877.500000 Penalty: 4839.508301
	Iteration 14Q: 3 clusters Score -2059878 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2059984.750000 Penalty: 4839.508301
	Iteration 15Q: 3 clusters Score -2059985 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2060048.250000 Penalty: 4839.508301
	Iteration 16Q: 3 clusters Score -2060048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2060096.750000 Penalty: 4839.508301
	Iteration 17Q: 3 clusters Score -2060097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2060130.875000 Penalty: 4839.508301
	Iteration 18Q: 3 clusters Score -2060131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2060158.875000 Penalty: 4839.508301
	Iteration 19Q: 3 clusters Score -2060159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2060175.625000 Penalty: 4839.508301
	Iteration 20F: 3 clusters Score -2060176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2060184.000000 Penalty: 4839.508301
	Iteration 21Q: 3 clusters Score -2060184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2060185.875000 Penalty: 4839.508301
	Iteration 22Q: 3 clusters Score -2060186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2060192.625000 Penalty: 4839.508301
	Iteration 23Q: 3 clusters Score -2060193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2060203.375000 Penalty: 4839.508301
	Iteration 24Q: 3 clusters Score -2060203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2060205.375000 Penalty: 4839.508301
	Iteration 25Q: 3 clusters Score -2060205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2060212.125000 Penalty: 4839.508301
	Iteration 26Q: 3 clusters Score -2060212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2060215.750000 Penalty: 4839.508301
	Iteration 27Q: 3 clusters Score -2060216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2060224.250000 Penalty: 4839.508301
	Iteration 28Q: 3 clusters Score -2060224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2060230.625000 Penalty: 4839.508301
	Iteration 29Q: 3 clusters Score -2060231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2060235.000000 Penalty: 4839.508301
	Iteration 30Q: 3 clusters Score -2060235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2060244.625000 Penalty: 4839.508301
	Iteration 31Q: 3 clusters Score -2060245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2060255.500000 Penalty: 4839.508301
	Iteration 32Q: 3 clusters Score -2060256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2060257.750000 Penalty: 4839.508301
	Iteration 33Q: 3 clusters Score -2060258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2060261.375000 Penalty: 4839.508301
	Iteration 34Q: 3 clusters Score -2060261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2060261.000000 Penalty: 4839.508301
	Iteration 35Q: 3 clusters Score -2060261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2060264.125000 Penalty: 4839.508301
	Iteration 36Q: 3 clusters Score -2060264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2060271.625000 Penalty: 4839.508301
	Iteration 37Q: 3 clusters Score -2060272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2060277.125000 Penalty: 4839.508301
	Iteration 38Q: 3 clusters Score -2060277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2060279.875000 Penalty: 4839.508301
	Iteration 39Q: 3 clusters Score -2060280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2060286.875000 Penalty: 4839.508301
	Iteration 40F: 3 clusters Score -2060287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2060293.250000 Penalty: 4839.508301
	Iteration 41Q: 3 clusters Score -2060293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2060302.375000 Penalty: 4839.508301
	Iteration 42Q: 3 clusters Score -2060302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2060308.000000 Penalty: 4839.508301
	Iteration 43Q: 3 clusters Score -2060308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2060315.500000 Penalty: 4839.508301
	Iteration 44Q: 3 clusters Score -2060316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2060324.750000 Penalty: 4839.508301
	Iteration 45Q: 3 clusters Score -2060325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2060326.125000 Penalty: 4839.508301
	Iteration 46Q: 3 clusters Score -2060326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2060329.375000 Penalty: 4839.508301
	Iteration 47Q: 3 clusters Score -2060329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2060340.750000 Penalty: 4839.508301
	Iteration 48Q: 3 clusters Score -2060341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2060345.625000 Penalty: 4839.508301
	Iteration 49Q: 3 clusters Score -2060346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2060347.125000 Penalty: 4839.508301
	Iteration 50Q: 3 clusters Score -2060347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2060353.000000 Penalty: 4839.508301
	Iteration 51Q: 3 clusters Score -2060353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2060355.000000 Penalty: 4839.508301
	Iteration 52Q: 3 clusters Score -2060355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2060353.000000 Penalty: 4839.508301
	Iteration 53Q: 3 clusters Score -2060353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2060350.500000 Penalty: 4839.508301
	Iteration 54Q: 3 clusters Score -2060350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2060355.375000 Penalty: 4839.508301
	Iteration 55Q: 3 clusters Score -2060355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2060349.125000 Penalty: 4839.508301
	Iteration 56Q: 3 clusters Score -2060349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2060356.750000 Penalty: 4839.508301
	Iteration 57Q: 3 clusters Score -2060357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2060357.500000 Penalty: 4839.508301
	Iteration 58Q: 3 clusters Score -2060358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2060358.125000 Penalty: 4839.508301
	Iteration 59Q: 3 clusters Score -2060358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2060361.375000 Penalty: 4839.508301
	Iteration 60F: 3 clusters Score -2060361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2060360.250000 Penalty: 4839.508301
	Iteration 61Q: 3 clusters Score -2060360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2060362.625000 Penalty: 4839.508301
	Iteration 62Q: 3 clusters Score -2060363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2060362.625000 Penalty: 4839.508301
	Iteration 63F: 3 clusters Score -2060363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -404425.062500 Penalty: 2024.939575
	Iteration 0F: 2 clusters Score -404425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -400859.125000 Penalty: 4049.879150
	Iteration 0F: 3 clusters Score -400859.1 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -401615.656250 Penalty: 4049.879150
	Iteration 1F: 3 clusters Score -401615.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -401813.968750 Penalty: 4049.879150
	Iteration 2F: 3 clusters Score -401814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -401909.843750 Penalty: 4049.879150
	Iteration 3Q: 3 clusters Score -401909.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -401980.281250 Penalty: 4049.879150
	Iteration 4Q: 3 clusters Score -401980.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -402047.468750 Penalty: 4049.879150
	Iteration 5Q: 3 clusters Score -402047.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -402103.343750 Penalty: 4049.879150
	Iteration 6Q: 3 clusters Score -402103.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -402153.875000 Penalty: 4049.879150
	Iteration 7Q: 3 clusters Score -402153.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -402217.906250 Penalty: 4049.879150
	Iteration 8Q: 3 clusters Score -402217.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -402273.250000 Penalty: 4049.879150
	Iteration 9Q: 3 clusters Score -402273.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -402310.875000 Penalty: 4049.879150
	Iteration 10Q: 3 clusters Score -402310.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -402337.468750 Penalty: 4049.879150
	Iteration 11Q: 3 clusters Score -402337.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -402363.093750 Penalty: 4049.879150
	Iteration 12Q: 3 clusters Score -402363.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -402384.093750 Penalty: 4049.879150
	Iteration 13Q: 3 clusters Score -402384.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -402404.968750 Penalty: 4049.879150
	Iteration 14Q: 3 clusters Score -402405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -402427.562500 Penalty: 4049.879150
	Iteration 15Q: 3 clusters Score -402427.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -402453.781250 Penalty: 4049.879150
	Iteration 16Q: 3 clusters Score -402453.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -402481.000000 Penalty: 4049.879150
	Iteration 17Q: 3 clusters Score -402481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -402524.187500 Penalty: 4049.879150
	Iteration 18Q: 3 clusters Score -402524.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -402592.187500 Penalty: 4049.879150
	Iteration 19Q: 3 clusters Score -402592.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -402662.125000 Penalty: 4049.879150
	Iteration 20F: 3 clusters Score -402662.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -402732.187500 Penalty: 4049.879150
	Iteration 21Q: 3 clusters Score -402732.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -402838.000000 Penalty: 4049.879150
	Iteration 22Q: 3 clusters Score -402838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -402981.187500 Penalty: 4049.879150
	Iteration 23Q: 3 clusters Score -402981.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -403140.250000 Penalty: 4049.879150
	Iteration 24Q: 3 clusters Score -403140.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -403291.531250 Penalty: 4049.879150
	Iteration 25Q: 3 clusters Score -403291.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -403404.687500 Penalty: 4049.879150
	Iteration 26Q: 3 clusters Score -403404.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -403474.500000 Penalty: 4049.879150
	Iteration 27Q: 3 clusters Score -403474.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -403521.500000 Penalty: 4049.879150
	Iteration 28Q: 3 clusters Score -403521.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -403562.218750 Penalty: 4049.879150
	Iteration 29Q: 3 clusters Score -403562.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -403586.718750 Penalty: 4049.879150
	Iteration 30Q: 3 clusters Score -403586.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -403594.718750 Penalty: 4049.879150
	Iteration 31Q: 3 clusters Score -403594.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -403606.781250 Penalty: 4049.879150
	Iteration 32Q: 3 clusters Score -403606.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -403613.718750 Penalty: 4049.879150
	Iteration 33Q: 3 clusters Score -403613.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -403623.281250 Penalty: 4049.879150
	Iteration 34Q: 3 clusters Score -403623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -403633.125000 Penalty: 4049.879150
	Iteration 35Q: 3 clusters Score -403633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -403649.406250 Penalty: 4049.879150
	Iteration 36Q: 3 clusters Score -403649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -403659.687500 Penalty: 4049.879150
	Iteration 37Q: 3 clusters Score -403659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -403668.500000 Penalty: 4049.879150
	Iteration 38Q: 3 clusters Score -403668.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403678.812500 Penalty: 4049.879150
	Iteration 39Q: 3 clusters Score -403678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -403685.906250 Penalty: 4049.879150
	Iteration 40F: 3 clusters Score -403685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -403690.406250 Penalty: 4049.879150
	Iteration 41Q: 3 clusters Score -403690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -403696.093750 Penalty: 4049.879150
	Iteration 42Q: 3 clusters Score -403696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -403700.656250 Penalty: 4049.879150
	Iteration 43Q: 3 clusters Score -403700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -403701.906250 Penalty: 4049.879150
	Iteration 44Q: 3 clusters Score -403701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -403703.781250 Penalty: 4049.879150
	Iteration 45Q: 3 clusters Score -403703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -403706.406250 Penalty: 4049.879150
	Iteration 46Q: 3 clusters Score -403706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -403706.968750 Penalty: 4049.879150
	Iteration 47Q: 3 clusters Score -403707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -403709.031250 Penalty: 4049.879150
	Iteration 48Q: 3 clusters Score -403709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -403710.062500 Penalty: 4049.879150
	Iteration 49Q: 3 clusters Score -403710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -403710.062500 Penalty: 4049.879150
	Iteration 50F: 3 clusters Score -403710.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -445235.000000 Penalty: 2052.293213
	Iteration 0F: 2 clusters Score -445235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -441399.843750 Penalty: 4104.586426
	Iteration 0F: 3 clusters Score -441399.8 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -442281.500000 Penalty: 4104.586426
	Iteration 1F: 3 clusters Score -442281.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -442607.531250 Penalty: 4104.586426
	Iteration 2F: 3 clusters Score -442607.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -442864.156250 Penalty: 4104.586426
	Iteration 3F: 3 clusters Score -442864.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -443118.281250 Penalty: 4104.586426
	Iteration 4F: 3 clusters Score -443118.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -443309.687500 Penalty: 4104.586426
	Iteration 5Q: 3 clusters Score -443309.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -443428.218750 Penalty: 4104.586426
	Iteration 6Q: 3 clusters Score -443428.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -443519.187500 Penalty: 4104.586426
	Iteration 7Q: 3 clusters Score -443519.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -443583.156250 Penalty: 4104.586426
	Iteration 8Q: 3 clusters Score -443583.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -443633.718750 Penalty: 4104.586426
	Iteration 9Q: 3 clusters Score -443633.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -443661.687500 Penalty: 4104.586426
	Iteration 10Q: 3 clusters Score -443661.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -443688.656250 Penalty: 4104.586426
	Iteration 11Q: 3 clusters Score -443688.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -443709.281250 Penalty: 4104.586426
	Iteration 12Q: 3 clusters Score -443709.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -443727.093750 Penalty: 4104.586426
	Iteration 13Q: 3 clusters Score -443727.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -443744.968750 Penalty: 4104.586426
	Iteration 14Q: 3 clusters Score -443745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -443762.500000 Penalty: 4104.586426
	Iteration 15Q: 3 clusters Score -443762.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -443781.093750 Penalty: 4104.586426
	Iteration 16Q: 3 clusters Score -443781.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443801.437500 Penalty: 4104.586426
	Iteration 17Q: 3 clusters Score -443801.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -443819.656250 Penalty: 4104.586426
	Iteration 18Q: 3 clusters Score -443819.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -443838.500000 Penalty: 4104.586426
	Iteration 19Q: 3 clusters Score -443838.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -443858.875000 Penalty: 4104.586426
	Iteration 20F: 3 clusters Score -443858.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -443880.593750 Penalty: 4104.586426
	Iteration 21Q: 3 clusters Score -443880.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -443900.531250 Penalty: 4104.586426
	Iteration 22Q: 3 clusters Score -443900.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -443909.437500 Penalty: 4104.586426
	Iteration 23Q: 3 clusters Score -443909.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -443923.062500 Penalty: 4104.586426
	Iteration 24Q: 3 clusters Score -443923.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -443940.343750 Penalty: 4104.586426
	Iteration 25Q: 3 clusters Score -443940.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -443956.312500 Penalty: 4104.586426
	Iteration 26Q: 3 clusters Score -443956.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -443973.125000 Penalty: 4104.586426
	Iteration 27Q: 3 clusters Score -443973.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -443994.437500 Penalty: 4104.586426
	Iteration 28Q: 3 clusters Score -443994.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -444010.125000 Penalty: 4104.586426
	Iteration 29Q: 3 clusters Score -444010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -444022.375000 Penalty: 4104.586426
	Iteration 30Q: 3 clusters Score -444022.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -444033.468750 Penalty: 4104.586426
	Iteration 31Q: 3 clusters Score -444033.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -444046.468750 Penalty: 4104.586426
	Iteration 32Q: 3 clusters Score -444046.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -444054.937500 Penalty: 4104.586426
	Iteration 33Q: 3 clusters Score -444054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -444063.468750 Penalty: 4104.586426
	Iteration 34Q: 3 clusters Score -444063.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -444073.343750 Penalty: 4104.586426
	Iteration 35Q: 3 clusters Score -444073.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -444081.093750 Penalty: 4104.586426
	Iteration 36Q: 3 clusters Score -444081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -444084.437500 Penalty: 4104.586426
	Iteration 37Q: 3 clusters Score -444084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -444086.812500 Penalty: 4104.586426
	Iteration 38Q: 3 clusters Score -444086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -444088.437500 Penalty: 4104.586426
	Iteration 39Q: 3 clusters Score -444088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -444090.125000 Penalty: 4104.586426
	Iteration 40F: 3 clusters Score -444090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -444092.125000 Penalty: 4104.586426
	Iteration 41Q: 3 clusters Score -444092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -444092.937500 Penalty: 4104.586426
	Iteration 42Q: 3 clusters Score -444092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -444092.937500 Penalty: 4104.586426
	Iteration 43F: 3 clusters Score -444092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -44113.339844 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -44113.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42798.441406 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -42798.44 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43084.585938 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43084.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43242.335938 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43242.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43397.929688 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -43397.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43482.382812 Penalty: 3019.040283
	Iteration 4F: 3 clusters Score -43482.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43557.058594 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -43557.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43572.980469 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -43572.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43610.273438 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -43610.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43663.234375 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -43663.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43681.234375 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -43681.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43700.746094 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -43700.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43730.703125 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -43730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43759.042969 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -43759.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43770.519531 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -43770.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43776.050781 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -43776.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43779.117188 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -43779.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43780.347656 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -43780.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43780.347656 Penalty: 3019.040283
	Iteration 17F: 3 clusters Score -43780.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Entering Unmasked Estep 
Score: -1522818.375000 Penalty: 2341.204346
	Iteration 0F: 2 clusters Score -1522818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1513410.125000 Penalty: 4682.408691
	Iteration 0F: 3 clusters Score -1513410 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1516411.375000 Penalty: 4682.408691
	Iteration 1F: 3 clusters Score -1516411 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1516714.125000 Penalty: 4682.408691
	Iteration 2F: 3 clusters Score -1516714 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1516964.750000 Penalty: 4682.408691
	Iteration 3Q: 3 clusters Score -1516965 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1517160.625000 Penalty: 4682.408691
	Iteration 4Q: 3 clusters Score -1517161 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1517337.375000 Penalty: 4682.408691
	Iteration 5Q: 3 clusters Score -1517337 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1517521.500000 Penalty: 4682.408691
	Iteration 6Q: 3 clusters Score -1517522 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1517709.375000 Penalty: 4682.408691
	Iteration 7Q: 3 clusters Score -1517709 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1517916.375000 Penalty: 4682.408691
	Iteration 8Q: 3 clusters Score -1517916 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1518126.000000 Penalty: 4682.408691
	Iteration 9Q: 3 clusters Score -1518126 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1518387.250000 Penalty: 4682.408691
	Iteration 10Q: 3 clusters Score -1518387 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1518691.625000 Penalty: 4682.408691
	Iteration 11Q: 3 clusters Score -1518692 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1518993.000000 Penalty: 4682.408691
	Iteration 12Q: 3 clusters Score -1518993 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1519265.000000 Penalty: 4682.408691
	Iteration 13Q: 3 clusters Score -1519265 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1519544.750000 Penalty: 4682.408691
	Iteration 14Q: 3 clusters Score -1519545 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1519792.875000 Penalty: 4682.408691
	Iteration 15Q: 3 clusters Score -1519793 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1519992.625000 Penalty: 4682.408691
	Iteration 16Q: 3 clusters Score -1519993 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1520156.125000 Penalty: 4682.408691
	Iteration 17Q: 3 clusters Score -1520156 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1520310.750000 Penalty: 4682.408691
	Iteration 18Q: 3 clusters Score -1520311 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1520418.875000 Penalty: 4682.408691
	Iteration 19Q: 3 clusters Score -1520419 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1520505.875000 Penalty: 4682.408691
	Iteration 20F: 3 clusters Score -1520506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1520565.000000 Penalty: 4682.408691
	Iteration 21Q: 3 clusters Score -1520565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1520615.000000 Penalty: 4682.408691
	Iteration 22Q: 3 clusters Score -1520615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1520654.375000 Penalty: 4682.408691
	Iteration 23Q: 3 clusters Score -1520654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1520698.500000 Penalty: 4682.408691
	Iteration 24Q: 3 clusters Score -1520698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1520731.250000 Penalty: 4682.408691
	Iteration 25Q: 3 clusters Score -1520731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1520757.750000 Penalty: 4682.408691
	Iteration 26Q: 3 clusters Score -1520758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1520773.000000 Penalty: 4682.408691
	Iteration 27Q: 3 clusters Score -1520773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1520784.125000 Penalty: 4682.408691
	Iteration 28Q: 3 clusters Score -1520784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1520789.000000 Penalty: 4682.408691
	Iteration 29Q: 3 clusters Score -1520789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1520799.250000 Penalty: 4682.408691
	Iteration 30Q: 3 clusters Score -1520799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1520802.125000 Penalty: 4682.408691
	Iteration 31Q: 3 clusters Score -1520802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1520803.125000 Penalty: 4682.408691
	Iteration 32Q: 3 clusters Score -1520803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1520808.875000 Penalty: 4682.408691
	Iteration 33Q: 3 clusters Score -1520809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1520817.750000 Penalty: 4682.408691
	Iteration 34Q: 3 clusters Score -1520818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1520821.875000 Penalty: 4682.408691
	Iteration 35Q: 3 clusters Score -1520822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1520824.250000 Penalty: 4682.408691
	Iteration 36Q: 3 clusters Score -1520824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1520825.750000 Penalty: 4682.408691
	Iteration 37Q: 3 clusters Score -1520826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1520827.250000 Penalty: 4682.408691
	Iteration 38Q: 3 clusters Score -1520827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1520827.250000 Penalty: 4682.408691
	Iteration 39F: 3 clusters Score -1520827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Entering Unmasked Estep 
Score: -1203132.625000 Penalty: 2279.861572
	Iteration 0F: 2 clusters Score -1203133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1195574.000000 Penalty: 4559.723145
	Iteration 0F: 3 clusters Score -1195574 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1197831.625000 Penalty: 4559.723145
	Iteration 1F: 3 clusters Score -1197832 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1198148.250000 Penalty: 4559.723145
	Iteration 2F: 3 clusters Score -1198148 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1198367.750000 Penalty: 4559.723145
	Iteration 3Q: 3 clusters Score -1198368 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1198605.125000 Penalty: 4559.723145
	Iteration 4Q: 3 clusters Score -1198605 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1198924.875000 Penalty: 4559.723145
	Iteration 5F: 3 clusters Score -1198925 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1199321.875000 Penalty: 4559.723145
	Iteration 6F: 3 clusters Score -1199322 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1199767.500000 Penalty: 4559.723145
	Iteration 7F: 3 clusters Score -1199768 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1200163.500000 Penalty: 4559.723145
	Iteration 8F: 3 clusters Score -1200164 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1200467.750000 Penalty: 4559.723145
	Iteration 9Q: 3 clusters Score -1200468 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1200703.250000 Penalty: 4559.723145
	Iteration 10Q: 3 clusters Score -1200703 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1200897.250000 Penalty: 4559.723145
	Iteration 11Q: 3 clusters Score -1200897 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1201044.875000 Penalty: 4559.723145
	Iteration 12Q: 3 clusters Score -1201045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1201148.000000 Penalty: 4559.723145
	Iteration 13Q: 3 clusters Score -1201148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1201214.500000 Penalty: 4559.723145
	Iteration 14Q: 3 clusters Score -1201214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1201283.375000 Penalty: 4559.723145
	Iteration 15Q: 3 clusters Score -1201283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1201325.750000 Penalty: 4559.723145
	Iteration 16Q: 3 clusters Score -1201326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1201345.250000 Penalty: 4559.723145
	Iteration 17Q: 3 clusters Score -1201345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1201353.375000 Penalty: 4559.723145
	Iteration 18Q: 3 clusters Score -1201353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1201371.125000 Penalty: 4559.723145
	Iteration 19Q: 3 clusters Score -1201371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1201382.750000 Penalty: 4559.723145
	Iteration 20F: 3 clusters Score -1201383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1201392.125000 Penalty: 4559.723145
	Iteration 21Q: 3 clusters Score -1201392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1201395.500000 Penalty: 4559.723145
	Iteration 22Q: 3 clusters Score -1201396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1201400.375000 Penalty: 4559.723145
	Iteration 23Q: 3 clusters Score -1201400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1201406.875000 Penalty: 4559.723145
	Iteration 24Q: 3 clusters Score -1201407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1201414.750000 Penalty: 4559.723145
	Iteration 25Q: 3 clusters Score -1201415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1201417.625000 Penalty: 4559.723145
	Iteration 26Q: 3 clusters Score -1201418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1201420.000000 Penalty: 4559.723145
	Iteration 27Q: 3 clusters Score -1201420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1201424.250000 Penalty: 4559.723145
	Iteration 28Q: 3 clusters Score -1201424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1201421.500000 Penalty: 4559.723145
	Iteration 29Q: 3 clusters Score -1201422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1201421.500000 Penalty: 4559.723145
	Iteration 30Q: 3 clusters Score -1201422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1201423.875000 Penalty: 4559.723145
	Iteration 31Q: 3 clusters Score -1201424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1201424.125000 Penalty: 4559.723145
	Iteration 32Q: 3 clusters Score -1201424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1201424.125000 Penalty: 4559.723145
	Iteration 33F: 3 clusters Score -1201424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (175281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Entering Unmasked Estep 
Score: -21738728.000000 Penalty: 2994.387939
	Iteration 0F: 2 clusters Score -2.173873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -21623530.000000 Penalty: 5988.775879
	Iteration 0F: 3 clusters Score -2.162353e+07 nChanged 84181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -21673260.000000 Penalty: 5988.775879
	Iteration 1F: 3 clusters Score -2.167326e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -21675612.000000 Penalty: 5988.775879
	Iteration 2Q: 3 clusters Score -2.167561e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -21679934.000000 Penalty: 5988.775879
	Iteration 3F: 3 clusters Score -2.167993e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -21687910.000000 Penalty: 5988.775879
	Iteration 4F: 3 clusters Score -2.168791e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135020 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -21700884.000000 Penalty: 5988.775879
	Iteration 5F: 3 clusters Score -2.170088e+07 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149980 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -21715538.000000 Penalty: 5988.775879
	Iteration 6F: 3 clusters Score -2.171554e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161495 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -21726060.000000 Penalty: 5988.775879
	Iteration 7F: 3 clusters Score -2.172606e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -21731426.000000 Penalty: 5988.775879
	Iteration 8Q: 3 clusters Score -2.173143e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171894 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -21733890.000000 Penalty: 5988.775879
	Iteration 9Q: 3 clusters Score -2.173389e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173582 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -21735112.000000 Penalty: 5988.775879
	Iteration 10Q: 3 clusters Score -2.173511e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21735694.000000 Penalty: 5988.775879
	Iteration 11Q: 3 clusters Score -2.173569e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174583 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21735942.000000 Penalty: 5988.775879
	Iteration 12Q: 3 clusters Score -2.173594e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21736040.000000 Penalty: 5988.775879
	Iteration 13Q: 3 clusters Score -2.173604e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21736120.000000 Penalty: 5988.775879
	Iteration 14Q: 3 clusters Score -2.173612e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174841 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21736152.000000 Penalty: 5988.775879
	Iteration 15Q: 3 clusters Score -2.173615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174867 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21736164.000000 Penalty: 5988.775879
	Iteration 16Q: 3 clusters Score -2.173616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -21736200.000000 Penalty: 5988.775879
	Iteration 17Q: 3 clusters Score -2.17362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174890 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21736212.000000 Penalty: 5988.775879
	Iteration 18Q: 3 clusters Score -2.173621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174899 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21736220.000000 Penalty: 5988.775879
	Iteration 19Q: 3 clusters Score -2.173622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174903 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -21736244.000000 Penalty: 5988.775879
	Iteration 20F: 3 clusters Score -2.173624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174910 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21736248.000000 Penalty: 5988.775879
	Iteration 21Q: 3 clusters Score -2.173625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21736256.000000 Penalty: 5988.775879
	Iteration 22Q: 3 clusters Score -2.173626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21736266.000000 Penalty: 5988.775879
	Iteration 23Q: 3 clusters Score -2.173627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21736260.000000 Penalty: 5988.775879
	Iteration 24Q: 3 clusters Score -2.173626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21736258.000000 Penalty: 5988.775879
	Iteration 25Q: 3 clusters Score -2.173626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174920 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21736260.000000 Penalty: 5988.775879
	Iteration 26Q: 3 clusters Score -2.173626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21736266.000000 Penalty: 5988.775879
	Iteration 27Q: 3 clusters Score -2.173627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174925 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21736266.000000 Penalty: 5988.775879
	Iteration 28Q: 3 clusters Score -2.173627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21736266.000000 Penalty: 5988.775879
	Iteration 29Q: 3 clusters Score -2.173627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21736266.000000 Penalty: 5988.775879
	Iteration 30F: 3 clusters Score -2.173627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -781524.187500 Penalty: 2183.807373
	Iteration 0F: 2 clusters Score -781524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -775976.250000 Penalty: 4367.614746
	Iteration 0F: 3 clusters Score -775976.2 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -777501.937500 Penalty: 4367.614746
	Iteration 1F: 3 clusters Score -777501.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -777876.187500 Penalty: 4367.614746
	Iteration 2F: 3 clusters Score -777876.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -778197.312500 Penalty: 4367.614746
	Iteration 3F: 3 clusters Score -778197.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -778471.625000 Penalty: 4367.614746
	Iteration 4F: 3 clusters Score -778471.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -778695.125000 Penalty: 4367.614746
	Iteration 5F: 3 clusters Score -778695.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -778904.250000 Penalty: 4367.614746
	Iteration 6Q: 3 clusters Score -778904.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -779094.812500 Penalty: 4367.614746
	Iteration 7Q: 3 clusters Score -779094.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -779283.187500 Penalty: 4367.614746
	Iteration 8Q: 3 clusters Score -779283.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -779470.562500 Penalty: 4367.614746
	Iteration 9Q: 3 clusters Score -779470.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -779643.312500 Penalty: 4367.614746
	Iteration 10Q: 3 clusters Score -779643.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -779777.750000 Penalty: 4367.614746
	Iteration 11Q: 3 clusters Score -779777.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -779875.062500 Penalty: 4367.614746
	Iteration 12Q: 3 clusters Score -779875.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -779949.937500 Penalty: 4367.614746
	Iteration 13Q: 3 clusters Score -779949.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -780024.875000 Penalty: 4367.614746
	Iteration 14Q: 3 clusters Score -780024.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -780081.750000 Penalty: 4367.614746
	Iteration 15Q: 3 clusters Score -780081.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -780138.187500 Penalty: 4367.614746
	Iteration 16Q: 3 clusters Score -780138.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -780196.750000 Penalty: 4367.614746
	Iteration 17Q: 3 clusters Score -780196.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -780245.687500 Penalty: 4367.614746
	Iteration 18Q: 3 clusters Score -780245.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -780279.000000 Penalty: 4367.614746
	Iteration 19Q: 3 clusters Score -780279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -780314.750000 Penalty: 4367.614746
	Iteration 20F: 3 clusters Score -780314.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -780328.875000 Penalty: 4367.614746
	Iteration 21Q: 3 clusters Score -780328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -780336.750000 Penalty: 4367.614746
	Iteration 22Q: 3 clusters Score -780336.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -780346.937500 Penalty: 4367.614746
	Iteration 23Q: 3 clusters Score -780346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -780350.375000 Penalty: 4367.614746
	Iteration 24Q: 3 clusters Score -780350.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -780353.437500 Penalty: 4367.614746
	Iteration 25Q: 3 clusters Score -780353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -780358.875000 Penalty: 4367.614746
	Iteration 26Q: 3 clusters Score -780358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -780360.875000 Penalty: 4367.614746
	Iteration 27Q: 3 clusters Score -780360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -780365.875000 Penalty: 4367.614746
	Iteration 28Q: 3 clusters Score -780365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -780368.312500 Penalty: 4367.614746
	Iteration 29Q: 3 clusters Score -780368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -780371.937500 Penalty: 4367.614746
	Iteration 30Q: 3 clusters Score -780371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -780373.750000 Penalty: 4367.614746
	Iteration 31Q: 3 clusters Score -780373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -780375.062500 Penalty: 4367.614746
	Iteration 32Q: 3 clusters Score -780375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -780375.437500 Penalty: 4367.614746
	Iteration 33Q: 3 clusters Score -780375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -780377.937500 Penalty: 4367.614746
	Iteration 34Q: 3 clusters Score -780377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -780379.187500 Penalty: 4367.614746
	Iteration 35Q: 3 clusters Score -780379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -780379.187500 Penalty: 4367.614746
	Iteration 36F: 3 clusters Score -780379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Entering Unmasked Estep 
Score: -4142157.500000 Penalty: 2586.439453
	Iteration 0F: 2 clusters Score -4142158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4119053.500000 Penalty: 5172.878906
	Iteration 0F: 3 clusters Score -4119054 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -4127521.250000 Penalty: 5172.878906
	Iteration 1F: 3 clusters Score -4127521 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4128057.750000 Penalty: 5172.878906
	Iteration 2Q: 3 clusters Score -4128058 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4128531.500000 Penalty: 5172.878906
	Iteration 3Q: 3 clusters Score -4128532 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4129032.250000 Penalty: 5172.878906
	Iteration 4Q: 3 clusters Score -4129032 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4129618.750000 Penalty: 5172.878906
	Iteration 5Q: 3 clusters Score -4129619 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4130372.250000 Penalty: 5172.878906
	Iteration 6Q: 3 clusters Score -4130372 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4131353.000000 Penalty: 5172.878906
	Iteration 7Q: 3 clusters Score -4131353 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4132554.500000 Penalty: 5172.878906
	Iteration 8F: 3 clusters Score -4132554 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -4133869.500000 Penalty: 5172.878906
	Iteration 9F: 3 clusters Score -4133870 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4135186.000000 Penalty: 5172.878906
	Iteration 10F: 3 clusters Score -4135186 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -4136424.500000 Penalty: 5172.878906
	Iteration 11Q: 3 clusters Score -4136424 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4137403.500000 Penalty: 5172.878906
	Iteration 12Q: 3 clusters Score -4137404 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4138189.000000 Penalty: 5172.878906
	Iteration 13Q: 3 clusters Score -4138189 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4138794.250000 Penalty: 5172.878906
	Iteration 14Q: 3 clusters Score -4138794 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4139242.250000 Penalty: 5172.878906
	Iteration 15Q: 3 clusters Score -4139242 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4139588.000000 Penalty: 5172.878906
	Iteration 16Q: 3 clusters Score -4139588 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4139807.500000 Penalty: 5172.878906
	Iteration 17Q: 3 clusters Score -4139808 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4139956.000000 Penalty: 5172.878906
	Iteration 18Q: 3 clusters Score -4139956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4140050.250000 Penalty: 5172.878906
	Iteration 19Q: 3 clusters Score -4140050 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4140111.250000 Penalty: 5172.878906
	Iteration 20F: 3 clusters Score -4140111 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4140168.500000 Penalty: 5172.878906
	Iteration 21Q: 3 clusters Score -4140168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4140204.000000 Penalty: 5172.878906
	Iteration 22Q: 3 clusters Score -4140204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4140249.250000 Penalty: 5172.878906
	Iteration 23Q: 3 clusters Score -4140249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4140285.500000 Penalty: 5172.878906
	Iteration 24Q: 3 clusters Score -4140286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4140314.000000 Penalty: 5172.878906
	Iteration 25Q: 3 clusters Score -4140314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4140335.500000 Penalty: 5172.878906
	Iteration 26Q: 3 clusters Score -4140336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4140354.000000 Penalty: 5172.878906
	Iteration 27Q: 3 clusters Score -4140354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4140370.750000 Penalty: 5172.878906
	Iteration 28Q: 3 clusters Score -4140371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4140383.250000 Penalty: 5172.878906
	Iteration 29Q: 3 clusters Score -4140383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4140399.750000 Penalty: 5172.878906
	Iteration 30Q: 3 clusters Score -4140400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4140399.000000 Penalty: 5172.878906
	Iteration 31Q: 3 clusters Score -4140399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4140404.250000 Penalty: 5172.878906
	Iteration 32Q: 3 clusters Score -4140404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4140413.000000 Penalty: 5172.878906
	Iteration 33Q: 3 clusters Score -4140413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4140425.250000 Penalty: 5172.878906
	Iteration 34Q: 3 clusters Score -4140425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4140427.250000 Penalty: 5172.878906
	Iteration 35Q: 3 clusters Score -4140427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4140427.000000 Penalty: 5172.878906
	Iteration 36Q: 3 clusters Score -4140427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4140433.000000 Penalty: 5172.878906
	Iteration 37Q: 3 clusters Score -4140433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4140437.750000 Penalty: 5172.878906
	Iteration 38Q: 3 clusters Score -4140438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4140444.750000 Penalty: 5172.878906
	Iteration 39Q: 3 clusters Score -4140445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4140445.500000 Penalty: 5172.878906
	Iteration 40F: 3 clusters Score -4140446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4140447.750000 Penalty: 5172.878906
	Iteration 41Q: 3 clusters Score -4140448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4140452.000000 Penalty: 5172.878906
	Iteration 42Q: 3 clusters Score -4140452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4140453.250000 Penalty: 5172.878906
	Iteration 43Q: 3 clusters Score -4140453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4140451.500000 Penalty: 5172.878906
	Iteration 44Q: 3 clusters Score -4140452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4140457.000000 Penalty: 5172.878906
	Iteration 45Q: 3 clusters Score -4140457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4140456.750000 Penalty: 5172.878906
	Iteration 46Q: 3 clusters Score -4140457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4140452.750000 Penalty: 5172.878906
	Iteration 47Q: 3 clusters Score -4140453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4140452.750000 Penalty: 5172.878906
	Iteration 48F: 3 clusters Score -4140453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Entering Unmasked Estep 
Score: -2394652.500000 Penalty: 2449.824219
	Iteration 0F: 2 clusters Score -2394652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2380838.500000 Penalty: 4899.648438
	Iteration 0F: 3 clusters Score -2380838 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2385456.500000 Penalty: 4899.648438
	Iteration 1F: 3 clusters Score -2385456 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2385919.000000 Penalty: 4899.648438
	Iteration 2F: 3 clusters Score -2385919 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2386317.000000 Penalty: 4899.648438
	Iteration 3F: 3 clusters Score -2386317 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2386691.250000 Penalty: 4899.648438
	Iteration 4Q: 3 clusters Score -2386691 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2387060.750000 Penalty: 4899.648438
	Iteration 5Q: 3 clusters Score -2387061 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2387361.000000 Penalty: 4899.648438
	Iteration 6Q: 3 clusters Score -2387361 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2387645.000000 Penalty: 4899.648438
	Iteration 7Q: 3 clusters Score -2387645 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2387903.750000 Penalty: 4899.648438
	Iteration 8Q: 3 clusters Score -2387904 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2388183.250000 Penalty: 4899.648438
	Iteration 9Q: 3 clusters Score -2388183 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2388467.750000 Penalty: 4899.648438
	Iteration 10Q: 3 clusters Score -2388468 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2388784.000000 Penalty: 4899.648438
	Iteration 11Q: 3 clusters Score -2388784 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2389135.500000 Penalty: 4899.648438
	Iteration 12Q: 3 clusters Score -2389136 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2389493.750000 Penalty: 4899.648438
	Iteration 13Q: 3 clusters Score -2389494 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2389863.250000 Penalty: 4899.648438
	Iteration 14Q: 3 clusters Score -2389863 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2390186.000000 Penalty: 4899.648438
	Iteration 15Q: 3 clusters Score -2390186 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2390493.750000 Penalty: 4899.648438
	Iteration 16Q: 3 clusters Score -2390494 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2390757.500000 Penalty: 4899.648438
	Iteration 17Q: 3 clusters Score -2390758 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2391008.500000 Penalty: 4899.648438
	Iteration 18Q: 3 clusters Score -2391008 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2391260.000000 Penalty: 4899.648438
	Iteration 19Q: 3 clusters Score -2391260 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2391476.000000 Penalty: 4899.648438
	Iteration 20F: 3 clusters Score -2391476 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2391686.500000 Penalty: 4899.648438
	Iteration 21Q: 3 clusters Score -2391686 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2391872.750000 Penalty: 4899.648438
	Iteration 22Q: 3 clusters Score -2391873 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2392002.750000 Penalty: 4899.648438
	Iteration 23Q: 3 clusters Score -2392003 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2392135.000000 Penalty: 4899.648438
	Iteration 24Q: 3 clusters Score -2392135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2392240.000000 Penalty: 4899.648438
	Iteration 25Q: 3 clusters Score -2392240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2392331.000000 Penalty: 4899.648438
	Iteration 26Q: 3 clusters Score -2392331 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2392403.750000 Penalty: 4899.648438
	Iteration 27Q: 3 clusters Score -2392404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2392439.750000 Penalty: 4899.648438
	Iteration 28Q: 3 clusters Score -2392440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2392466.000000 Penalty: 4899.648438
	Iteration 29Q: 3 clusters Score -2392466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2392481.000000 Penalty: 4899.648438
	Iteration 30Q: 3 clusters Score -2392481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2392507.500000 Penalty: 4899.648438
	Iteration 31Q: 3 clusters Score -2392508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2392521.250000 Penalty: 4899.648438
	Iteration 32Q: 3 clusters Score -2392521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2392532.000000 Penalty: 4899.648438
	Iteration 33Q: 3 clusters Score -2392532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2392537.250000 Penalty: 4899.648438
	Iteration 34Q: 3 clusters Score -2392537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2392545.500000 Penalty: 4899.648438
	Iteration 35Q: 3 clusters Score -2392546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2392547.250000 Penalty: 4899.648438
	Iteration 36Q: 3 clusters Score -2392547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2392550.500000 Penalty: 4899.648438
	Iteration 37Q: 3 clusters Score -2392550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2392556.000000 Penalty: 4899.648438
	Iteration 38Q: 3 clusters Score -2392556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2392557.750000 Penalty: 4899.648438
	Iteration 39Q: 3 clusters Score -2392558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2392561.000000 Penalty: 4899.648438
	Iteration 40F: 3 clusters Score -2392561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2392564.250000 Penalty: 4899.648438
	Iteration 41Q: 3 clusters Score -2392564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2392568.000000 Penalty: 4899.648438
	Iteration 42Q: 3 clusters Score -2392568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2392570.500000 Penalty: 4899.648438
	Iteration 43Q: 3 clusters Score -2392570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2392577.750000 Penalty: 4899.648438
	Iteration 44Q: 3 clusters Score -2392578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2392580.250000 Penalty: 4899.648438
	Iteration 45Q: 3 clusters Score -2392580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2392582.250000 Penalty: 4899.648438
	Iteration 46Q: 3 clusters Score -2392582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2392588.000000 Penalty: 4899.648438
	Iteration 47Q: 3 clusters Score -2392588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2392593.250000 Penalty: 4899.648438
	Iteration 48Q: 3 clusters Score -2392593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2392597.000000 Penalty: 4899.648438
	Iteration 49Q: 3 clusters Score -2392597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2392598.500000 Penalty: 4899.648438
	Iteration 50Q: 3 clusters Score -2392598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2392600.000000 Penalty: 4899.648438
	Iteration 51Q: 3 clusters Score -2392600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2392598.750000 Penalty: 4899.648438
	Iteration 52Q: 3 clusters Score -2392599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2392598.750000 Penalty: 4899.648438
	Iteration 53F: 3 clusters Score -2392599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85544.000000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83792.054688 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -83792.05 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84063.281250 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84063.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84185.960938 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84185.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84347.671875 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -84347.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84482.156250 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -84482.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84564.921875 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84564.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84599.984375 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84599.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84631.742188 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84631.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -84647.531250 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84647.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84662.820312 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84662.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84667.843750 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84667.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84668.890625 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -84668.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84668.890625 Penalty: 3297.896240
	Iteration 12F: 3 clusters Score -84668.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Entering Unmasked Estep 
Score: -21254268.000000 Penalty: 2990.750732
	Iteration 0F: 2 clusters Score -2.125427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -21140524.000000 Penalty: 5981.501465
	Iteration 0F: 3 clusters Score -2.114052e+07 nChanged 83049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -21188640.000000 Penalty: 5981.501465
	Iteration 1F: 3 clusters Score -2.118864e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -21189634.000000 Penalty: 5981.501465
	Iteration 2Q: 3 clusters Score -2.118963e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -21190976.000000 Penalty: 5981.501465
	Iteration 3Q: 3 clusters Score -2.119098e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -21193064.000000 Penalty: 5981.501465
	Iteration 4Q: 3 clusters Score -2.119306e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -21196386.000000 Penalty: 5981.501465
	Iteration 5Q: 3 clusters Score -2.119639e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 109120 members 
Entering Unmasked Estep 
Score: -21201054.000000 Penalty: 5981.501465
	Iteration 6F: 3 clusters Score -2.120105e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 119088 members 
Entering Unmasked Estep 
Score: -21208630.000000 Penalty: 5981.501465
	Iteration 7F: 3 clusters Score -2.120863e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -21218288.000000 Penalty: 5981.501465
	Iteration 8F: 3 clusters Score -2.121829e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 142975 members 
Entering Unmasked Estep 
Score: -21229222.000000 Penalty: 5981.501465
	Iteration 9F: 3 clusters Score -2.122922e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 152729 members 
Entering Unmasked Estep 
Score: -21238334.000000 Penalty: 5981.501465
	Iteration 10F: 3 clusters Score -2.123833e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -21243974.000000 Penalty: 5981.501465
	Iteration 11Q: 3 clusters Score -2.124397e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 162607 members 
Entering Unmasked Estep 
Score: -21246880.000000 Penalty: 5981.501465
	Iteration 12Q: 3 clusters Score -2.124688e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -21248598.000000 Penalty: 5981.501465
	Iteration 13Q: 3 clusters Score -2.12486e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -21249532.000000 Penalty: 5981.501465
	Iteration 14Q: 3 clusters Score -2.124953e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -21250222.000000 Penalty: 5981.501465
	Iteration 15Q: 3 clusters Score -2.125022e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 168419 members 
Entering Unmasked Estep 
Score: -21250702.000000 Penalty: 5981.501465
	Iteration 16Q: 3 clusters Score -2.12507e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 169056 members 
Entering Unmasked Estep 
Score: -21251094.000000 Penalty: 5981.501465
	Iteration 17Q: 3 clusters Score -2.125109e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 169545 members 
Entering Unmasked Estep 
Score: -21251316.000000 Penalty: 5981.501465
	Iteration 18Q: 3 clusters Score -2.125132e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 169907 members 
Entering Unmasked Estep 
Score: -21251476.000000 Penalty: 5981.501465
	Iteration 19Q: 3 clusters Score -2.125148e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -21251534.000000 Penalty: 5981.501465
	Iteration 20F: 3 clusters Score -2.125153e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 170422 members 
Entering Unmasked Estep 
Score: -21251702.000000 Penalty: 5981.501465
	Iteration 21Q: 3 clusters Score -2.12517e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 170620 members 
Entering Unmasked Estep 
Score: -21251766.000000 Penalty: 5981.501465
	Iteration 22Q: 3 clusters Score -2.125177e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 170775 members 
Entering Unmasked Estep 
Score: -21251790.000000 Penalty: 5981.501465
	Iteration 23Q: 3 clusters Score -2.125179e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 170917 members 
Entering Unmasked Estep 
Score: -21251876.000000 Penalty: 5981.501465
	Iteration 24Q: 3 clusters Score -2.125188e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 171045 members 
Entering Unmasked Estep 
Score: -21251926.000000 Penalty: 5981.501465
	Iteration 25Q: 3 clusters Score -2.125193e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 171137 members 
Entering Unmasked Estep 
Score: -21251970.000000 Penalty: 5981.501465
	Iteration 26Q: 3 clusters Score -2.125197e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -21251988.000000 Penalty: 5981.501465
	Iteration 27Q: 3 clusters Score -2.125199e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -21252012.000000 Penalty: 5981.501465
	Iteration 28Q: 3 clusters Score -2.125201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 171327 members 
Entering Unmasked Estep 
Score: -21252000.000000 Penalty: 5981.501465
	Iteration 29Q: 3 clusters Score -2.1252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -21252024.000000 Penalty: 5981.501465
	Iteration 30Q: 3 clusters Score -2.125202e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -21252026.000000 Penalty: 5981.501465
	Iteration 31Q: 3 clusters Score -2.125203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -21252020.000000 Penalty: 5981.501465
	Iteration 32Q: 3 clusters Score -2.125202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 171450 members 
Entering Unmasked Estep 
Score: -21252024.000000 Penalty: 5981.501465
	Iteration 33Q: 3 clusters Score -2.125202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 171468 members 
Entering Unmasked Estep 
Score: -21252042.000000 Penalty: 5981.501465
	Iteration 34Q: 3 clusters Score -2.125204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -21252032.000000 Penalty: 5981.501465
	Iteration 35Q: 3 clusters Score -2.125203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -21252024.000000 Penalty: 5981.501465
	Iteration 36Q: 3 clusters Score -2.125202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -21252040.000000 Penalty: 5981.501465
	Iteration 37Q: 3 clusters Score -2.125204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -21252008.000000 Penalty: 5981.501465
	Iteration 38Q: 3 clusters Score -2.125201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -21252022.000000 Penalty: 5981.501465
	Iteration 39Q: 3 clusters Score -2.125202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -21252030.000000 Penalty: 5981.501465
	Iteration 40F: 3 clusters Score -2.125203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -21252036.000000 Penalty: 5981.501465
	Iteration 41Q: 3 clusters Score -2.125204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -21252040.000000 Penalty: 5981.501465
	Iteration 42Q: 3 clusters Score -2.125204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -21252028.000000 Penalty: 5981.501465
	Iteration 43Q: 3 clusters Score -2.125203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 171552 members 
Entering Unmasked Estep 
Score: -21252048.000000 Penalty: 5981.501465
	Iteration 44Q: 3 clusters Score -2.125205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -21252036.000000 Penalty: 5981.501465
	Iteration 45Q: 3 clusters Score -2.125204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -21252040.000000 Penalty: 5981.501465
	Iteration 46Q: 3 clusters Score -2.125204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 171567 members 
Entering Unmasked Estep 
Score: -21252044.000000 Penalty: 5981.501465
	Iteration 47Q: 3 clusters Score -2.125204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -21252032.000000 Penalty: 5981.501465
	Iteration 48Q: 3 clusters Score -2.125203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -21252058.000000 Penalty: 5981.501465
	Iteration 49Q: 3 clusters Score -2.125206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -21252066.000000 Penalty: 5981.501465
	Iteration 50Q: 3 clusters Score -2.125207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -21252062.000000 Penalty: 5981.501465
	Iteration 51Q: 3 clusters Score -2.125206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -21252066.000000 Penalty: 5981.501465
	Iteration 52Q: 3 clusters Score -2.125207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -21252066.000000 Penalty: 5981.501465
	Iteration 53F: 3 clusters Score -2.125207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182901 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21859 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170174 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252880.000000 Penalty: 96178.070312
Iteration 359Q: 29 clusters Score -1.242529e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182907 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21860 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170173 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252840.000000 Penalty: 96178.070312
Iteration 360F: 29 clusters Score -1.242528e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182907 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170172 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252832.000000 Penalty: 96178.070312
Iteration 361Q: 29 clusters Score -1.242528e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182910 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252816.000000 Penalty: 96178.070312
Iteration 362Q: 29 clusters Score -1.242528e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182908 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252840.000000 Penalty: 96178.070312
Iteration 363Q: 29 clusters Score -1.242528e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182908 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252824.000000 Penalty: 96178.070312
Iteration 364Q: 29 clusters Score -1.242528e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182908 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175281 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252856.000000 Penalty: 96178.070312
Iteration 365Q: 29 clusters Score -1.242529e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182909 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175280 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252840.000000 Penalty: 96178.070312
Iteration 366Q: 29 clusters Score -1.242528e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182909 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175280 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252840.000000 Penalty: 96178.070312
Iteration 367F: 29 clusters Score -1.242528e+08 nChanged 0
Entering ConstructFrom: 
Score: -124252840.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -137172.671875 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -137172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135128.640625 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -135128.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135668.328125 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -135668.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135812.156250 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -135812.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135887.500000 Penalty: 3541.664551
	Iteration 3Q: 3 clusters Score -135887.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135932.546875 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -135932.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135961.843750 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -135961.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135978.359375 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -135978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -135982.937500 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -135982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135988.578125 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -135988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135992.109375 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -135992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -135995.640625 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -135995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135998.109375 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -135998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135999.750000 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -135999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136001.109375 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -136001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136003.609375 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -136003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136003.921875 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -136003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136003.921875 Penalty: 3541.664551
	Iteration 16F: 3 clusters Score -136003.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -593654.000000 Penalty: 2123.179932
	Iteration 0F: 2 clusters Score -593654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -588990.500000 Penalty: 4246.359863
	Iteration 0F: 3 clusters Score -588990.5 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -590260.375000 Penalty: 4246.359863
	Iteration 1F: 3 clusters Score -590260.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -590580.750000 Penalty: 4246.359863
	Iteration 2F: 3 clusters Score -590580.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -590838.375000 Penalty: 4246.359863
	Iteration 3F: 3 clusters Score -590838.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -591051.375000 Penalty: 4246.359863
	Iteration 4F: 3 clusters Score -591051.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -591241.937500 Penalty: 4246.359863
	Iteration 5Q: 3 clusters Score -591241.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -591384.875000 Penalty: 4246.359863
	Iteration 6Q: 3 clusters Score -591384.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -591489.687500 Penalty: 4246.359863
	Iteration 7Q: 3 clusters Score -591489.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -591570.187500 Penalty: 4246.359863
	Iteration 8Q: 3 clusters Score -591570.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -591630.750000 Penalty: 4246.359863
	Iteration 9Q: 3 clusters Score -591630.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -591674.562500 Penalty: 4246.359863
	Iteration 10Q: 3 clusters Score -591674.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -591720.875000 Penalty: 4246.359863
	Iteration 11Q: 3 clusters Score -591720.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -591753.375000 Penalty: 4246.359863
	Iteration 12Q: 3 clusters Score -591753.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -591777.562500 Penalty: 4246.359863
	Iteration 13Q: 3 clusters Score -591777.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -591800.625000 Penalty: 4246.359863
	Iteration 14Q: 3 clusters Score -591800.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -591823.062500 Penalty: 4246.359863
	Iteration 15Q: 3 clusters Score -591823.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -591843.062500 Penalty: 4246.359863
	Iteration 16Q: 3 clusters Score -591843.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -591856.812500 Penalty: 4246.359863
	Iteration 17Q: 3 clusters Score -591856.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -591875.625000 Penalty: 4246.359863
	Iteration 18Q: 3 clusters Score -591875.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -591902.187500 Penalty: 4246.359863
	Iteration 19Q: 3 clusters Score -591902.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -591928.625000 Penalty: 4246.359863
	Iteration 20F: 3 clusters Score -591928.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -591945.187500 Penalty: 4246.359863
	Iteration 21Q: 3 clusters Score -591945.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -591956.625000 Penalty: 4246.359863
	Iteration 22Q: 3 clusters Score -591956.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -591965.250000 Penalty: 4246.359863
	Iteration 23Q: 3 clusters Score -591965.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -591976.062500 Penalty: 4246.359863
	Iteration 24Q: 3 clusters Score -591976.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -591986.312500 Penalty: 4246.359863
	Iteration 25Q: 3 clusters Score -591986.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -591995.125000 Penalty: 4246.359863
	Iteration 26Q: 3 clusters Score -591995.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -592004.875000 Penalty: 4246.359863
	Iteration 27Q: 3 clusters Score -592004.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -592014.687500 Penalty: 4246.359863
	Iteration 28Q: 3 clusters Score -592014.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -592019.875000 Penalty: 4246.359863
	Iteration 29Q: 3 clusters Score -592019.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -592027.437500 Penalty: 4246.359863
	Iteration 30Q: 3 clusters Score -592027.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -592039.000000 Penalty: 4246.359863
	Iteration 31Q: 3 clusters Score -592039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -592046.312500 Penalty: 4246.359863
	Iteration 32Q: 3 clusters Score -592046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -592053.250000 Penalty: 4246.359863
	Iteration 33Q: 3 clusters Score -592053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -592063.375000 Penalty: 4246.359863
	Iteration 34Q: 3 clusters Score -592063.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -592075.437500 Penalty: 4246.359863
	Iteration 35Q: 3 clusters Score -592075.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -592091.375000 Penalty: 4246.359863
	Iteration 36Q: 3 clusters Score -592091.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -592100.562500 Penalty: 4246.359863
	Iteration 37Q: 3 clusters Score -592100.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -592115.250000 Penalty: 4246.359863
	Iteration 38Q: 3 clusters Score -592115.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -592126.625000 Penalty: 4246.359863
	Iteration 39Q: 3 clusters Score -592126.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -592132.375000 Penalty: 4246.359863
	Iteration 40F: 3 clusters Score -592132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -592134.312500 Penalty: 4246.359863
	Iteration 41Q: 3 clusters Score -592134.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -592139.562500 Penalty: 4246.359863
	Iteration 42Q: 3 clusters Score -592139.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -592143.375000 Penalty: 4246.359863
	Iteration 43Q: 3 clusters Score -592143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -592147.687500 Penalty: 4246.359863
	Iteration 44Q: 3 clusters Score -592147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -592151.687500 Penalty: 4246.359863
	Iteration 45Q: 3 clusters Score -592151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -592154.875000 Penalty: 4246.359863
	Iteration 46Q: 3 clusters Score -592154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -592160.875000 Penalty: 4246.359863
	Iteration 47Q: 3 clusters Score -592160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -592164.125000 Penalty: 4246.359863
	Iteration 48Q: 3 clusters Score -592164.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -592168.312500 Penalty: 4246.359863
	Iteration 49Q: 3 clusters Score -592168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -592169.062500 Penalty: 4246.359863
	Iteration 50Q: 3 clusters Score -592169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -592169.250000 Penalty: 4246.359863
	Iteration 51Q: 3 clusters Score -592169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -592170.562500 Penalty: 4246.359863
	Iteration 52Q: 3 clusters Score -592170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -592172.625000 Penalty: 4246.359863
	Iteration 53Q: 3 clusters Score -592172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -592173.375000 Penalty: 4246.359863
	Iteration 54Q: 3 clusters Score -592173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -592174.062500 Penalty: 4246.359863
	Iteration 55Q: 3 clusters Score -592174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -592174.250000 Penalty: 4246.359863
	Iteration 56Q: 3 clusters Score -592174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -592174.250000 Penalty: 4246.359863
	Iteration 57F: 3 clusters Score -592174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Entering Unmasked Estep 
Score: -5385339.000000 Penalty: 2659.877930
	Iteration 0F: 2 clusters Score -5385339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5354398.500000 Penalty: 5319.755859
	Iteration 0F: 3 clusters Score -5354398 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5366034.000000 Penalty: 5319.755859
	Iteration 1F: 3 clusters Score -5366034 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5366820.500000 Penalty: 5319.755859
	Iteration 2Q: 3 clusters Score -5366820 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5367739.000000 Penalty: 5319.755859
	Iteration 3Q: 3 clusters Score -5367739 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -5369056.500000 Penalty: 5319.755859
	Iteration 4F: 3 clusters Score -5369056 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -5371083.000000 Penalty: 5319.755859
	Iteration 5F: 3 clusters Score -5371083 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -5373953.000000 Penalty: 5319.755859
	Iteration 6F: 3 clusters Score -5373953 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -5377469.500000 Penalty: 5319.755859
	Iteration 7F: 3 clusters Score -5377470 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -5380774.000000 Penalty: 5319.755859
	Iteration 8F: 3 clusters Score -5380774 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5383010.500000 Penalty: 5319.755859
	Iteration 9Q: 3 clusters Score -5383010 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -5383814.000000 Penalty: 5319.755859
	Iteration 10Q: 3 clusters Score -5383814 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -5384050.000000 Penalty: 5319.755859
	Iteration 11Q: 3 clusters Score -5384050 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5384143.000000 Penalty: 5319.755859
	Iteration 12Q: 3 clusters Score -5384143 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5384180.500000 Penalty: 5319.755859
	Iteration 13Q: 3 clusters Score -5384180 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -5384233.000000 Penalty: 5319.755859
	Iteration 14Q: 3 clusters Score -5384233 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -5384266.500000 Penalty: 5319.755859
	Iteration 15Q: 3 clusters Score -5384266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -5384284.500000 Penalty: 5319.755859
	Iteration 16Q: 3 clusters Score -5384284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -5384299.000000 Penalty: 5319.755859
	Iteration 17Q: 3 clusters Score -5384299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5384304.500000 Penalty: 5319.755859
	Iteration 18Q: 3 clusters Score -5384304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5384308.500000 Penalty: 5319.755859
	Iteration 19Q: 3 clusters Score -5384308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -5384316.500000 Penalty: 5319.755859
	Iteration 20F: 3 clusters Score -5384316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -5384305.000000 Penalty: 5319.755859
	Iteration 21Q: 3 clusters Score -5384305 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -5384317.000000 Penalty: 5319.755859
	Iteration 22Q: 3 clusters Score -5384317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5384319.000000 Penalty: 5319.755859
	Iteration 23Q: 3 clusters Score -5384319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -5384332.000000 Penalty: 5319.755859
	Iteration 24Q: 3 clusters Score -5384332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5384333.000000 Penalty: 5319.755859
	Iteration 25Q: 3 clusters Score -5384333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -5384353.000000 Penalty: 5319.755859
	Iteration 26Q: 3 clusters Score -5384353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -5384339.500000 Penalty: 5319.755859
	Iteration 27Q: 3 clusters Score -5384340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5384342.000000 Penalty: 5319.755859
	Iteration 28Q: 3 clusters Score -5384342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5384355.000000 Penalty: 5319.755859
	Iteration 29Q: 3 clusters Score -5384355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5384343.000000 Penalty: 5319.755859
	Iteration 30Q: 3 clusters Score -5384343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5384344.000000 Penalty: 5319.755859
	Iteration 31Q: 3 clusters Score -5384344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -5384353.500000 Penalty: 5319.755859
	Iteration 32Q: 3 clusters Score -5384354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -5384358.000000 Penalty: 5319.755859
	Iteration 33Q: 3 clusters Score -5384358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5384361.500000 Penalty: 5319.755859
	Iteration 34Q: 3 clusters Score -5384362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5384359.500000 Penalty: 5319.755859
	Iteration 35Q: 3 clusters Score -5384360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5384359.000000 Penalty: 5319.755859
	Iteration 36Q: 3 clusters Score -5384359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5384362.000000 Penalty: 5319.755859
	Iteration 37Q: 3 clusters Score -5384362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -5384358.000000 Penalty: 5319.755859
	Iteration 38Q: 3 clusters Score -5384358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -5384365.500000 Penalty: 5319.755859
	Iteration 39Q: 3 clusters Score -5384366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -5384363.000000 Penalty: 5319.755859
	Iteration 40F: 3 clusters Score -5384363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -5384374.500000 Penalty: 5319.755859
	Iteration 41Q: 3 clusters Score -5384374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5384376.000000 Penalty: 5319.755859
	Iteration 42Q: 3 clusters Score -5384376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -5384377.500000 Penalty: 5319.755859
	Iteration 43Q: 3 clusters Score -5384378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5384388.500000 Penalty: 5319.755859
	Iteration 44Q: 3 clusters Score -5384388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -5384365.500000 Penalty: 5319.755859
	Iteration 45Q: 3 clusters Score -5384366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5384375.000000 Penalty: 5319.755859
	Iteration 46Q: 3 clusters Score -5384375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -5384381.500000 Penalty: 5319.755859
	Iteration 47Q: 3 clusters Score -5384382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5384373.000000 Penalty: 5319.755859
	Iteration 48Q: 3 clusters Score -5384373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -5384373.000000 Penalty: 5319.755859
	Iteration 49Q: 3 clusters Score -5384373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5384370.000000 Penalty: 5319.755859
	Iteration 50Q: 3 clusters Score -5384370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5384361.000000 Penalty: 5319.755859
	Iteration 51Q: 3 clusters Score -5384361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5384362.000000 Penalty: 5319.755859
	Iteration 52Q: 3 clusters Score -5384362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -5384365.500000 Penalty: 5319.755859
	Iteration 53Q: 3 clusters Score -5384366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -5384367.000000 Penalty: 5319.755859
	Iteration 54Q: 3 clusters Score -5384367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5384372.500000 Penalty: 5319.755859
	Iteration 55Q: 3 clusters Score -5384372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5384371.000000 Penalty: 5319.755859
	Iteration 56Q: 3 clusters Score -5384371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -5384385.500000 Penalty: 5319.755859
	Iteration 57Q: 3 clusters Score -5384386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5384396.000000 Penalty: 5319.755859
	Iteration 58Q: 3 clusters Score -5384396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5384398.500000 Penalty: 5319.755859
	Iteration 59Q: 3 clusters Score -5384398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5384392.000000 Penalty: 5319.755859
	Iteration 60F: 3 clusters Score -5384392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5384393.500000 Penalty: 5319.755859
	Iteration 61Q: 3 clusters Score -5384394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -5384391.500000 Penalty: 5319.755859
	Iteration 62Q: 3 clusters Score -5384392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -5384390.000000 Penalty: 5319.755859
	Iteration 63Q: 3 clusters Score -5384390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -5384386.000000 Penalty: 5319.755859
	Iteration 64Q: 3 clusters Score -5384386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5384385.000000 Penalty: 5319.755859
	Iteration 65Q: 3 clusters Score -5384385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5384380.500000 Penalty: 5319.755859
	Iteration 66Q: 3 clusters Score -5384380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5384381.000000 Penalty: 5319.755859
	Iteration 67Q: 3 clusters Score -5384381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5384377.500000 Penalty: 5319.755859
	Iteration 68Q: 3 clusters Score -5384378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5384381.500000 Penalty: 5319.755859
	Iteration 69Q: 3 clusters Score -5384382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5384380.500000 Penalty: 5319.755859
	Iteration 70Q: 3 clusters Score -5384380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -5384377.500000 Penalty: 5319.755859
	Iteration 71Q: 3 clusters Score -5384378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5384393.500000 Penalty: 5319.755859
	Iteration 72Q: 3 clusters Score -5384394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5384388.000000 Penalty: 5319.755859
	Iteration 73Q: 3 clusters Score -5384388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5384379.500000 Penalty: 5319.755859
	Iteration 74Q: 3 clusters Score -5384380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -5384381.500000 Penalty: 5319.755859
	Iteration 75Q: 3 clusters Score -5384382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5384387.000000 Penalty: 5319.755859
	Iteration 76Q: 3 clusters Score -5384387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -5384386.500000 Penalty: 5319.755859
	Iteration 77Q: 3 clusters Score -5384386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5384389.500000 Penalty: 5319.755859
	Iteration 78Q: 3 clusters Score -5384390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5384389.500000 Penalty: 5319.755859
	Iteration 79F: 3 clusters Score -5384390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182909 members 
Entering Unmasked Estep 
Score: -22805548.000000 Penalty: 3004.952637
	Iteration 0F: 2 clusters Score -2.280555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -22688028.000000 Penalty: 6009.905273
	Iteration 0F: 3 clusters Score -2.268803e+07 nChanged 87699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 95810 members 
Entering Unmasked Estep 
Score: -22738782.000000 Penalty: 6009.905273
	Iteration 1F: 3 clusters Score -2.273878e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -22740238.000000 Penalty: 6009.905273
	Iteration 2Q: 3 clusters Score -2.274024e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -22742306.000000 Penalty: 6009.905273
	Iteration 3Q: 3 clusters Score -2.274231e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -22745190.000000 Penalty: 6009.905273
	Iteration 4Q: 3 clusters Score -2.274519e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 117786 members 
Entering Unmasked Estep 
Score: -22750356.000000 Penalty: 6009.905273
	Iteration 5F: 3 clusters Score -2.275036e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -22759334.000000 Penalty: 6009.905273
	Iteration 6F: 3 clusters Score -2.275933e+07 nChanged 15226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -22772410.000000 Penalty: 6009.905273
	Iteration 7F: 3 clusters Score -2.277241e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 160814 members 
Entering Unmasked Estep 
Score: -22785912.000000 Penalty: 6009.905273
	Iteration 8F: 3 clusters Score -2.278591e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 172302 members 
Entering Unmasked Estep 
Score: -22795440.000000 Penalty: 6009.905273
	Iteration 9F: 3 clusters Score -2.279544e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 178562 members 
Entering Unmasked Estep 
Score: -22799826.000000 Penalty: 6009.905273
	Iteration 10Q: 3 clusters Score -2.279983e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 181155 members 
Entering Unmasked Estep 
Score: -22801674.000000 Penalty: 6009.905273
	Iteration 11Q: 3 clusters Score -2.280167e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 182089 members 
Entering Unmasked Estep 
Score: -22802322.000000 Penalty: 6009.905273
	Iteration 12Q: 3 clusters Score -2.280232e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
Score: -22802604.000000 Penalty: 6009.905273
	Iteration 13Q: 3 clusters Score -2.28026e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 182541 members 
Entering Unmasked Estep 
Score: -22802700.000000 Penalty: 6009.905273
	Iteration 14Q: 3 clusters Score -2.28027e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 182586 members 
Entering Unmasked Estep 
Score: -22802778.000000 Penalty: 6009.905273
	Iteration 15Q: 3 clusters Score -2.280278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182607 members 
Entering Unmasked Estep 
Score: -22802792.000000 Penalty: 6009.905273
	Iteration 16Q: 3 clusters Score -2.280279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 182618 members 
Entering Unmasked Estep 
Score: -22802814.000000 Penalty: 6009.905273
	Iteration 17Q: 3 clusters Score -2.280281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 182629 members 
Entering Unmasked Estep 
Score: -22802830.000000 Penalty: 6009.905273
	Iteration 18Q: 3 clusters Score -2.280283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 182633 members 
Entering Unmasked Estep 
Score: -22802846.000000 Penalty: 6009.905273
	Iteration 19Q: 3 clusters Score -2.280285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 182639 members 
Entering Unmasked Estep 
Score: -22802858.000000 Penalty: 6009.905273
	Iteration 20F: 3 clusters Score -2.280286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182640 members 
Entering Unmasked Estep 
Score: -22802862.000000 Penalty: 6009.905273
	Iteration 21Q: 3 clusters Score -2.280286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 182643 members 
Entering Unmasked Estep 
Score: -22802856.000000 Penalty: 6009.905273
	Iteration 22Q: 3 clusters Score -2.280286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -22802862.000000 Penalty: 6009.905273
	Iteration 23Q: 3 clusters Score -2.280286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -22802864.000000 Penalty: 6009.905273
	Iteration 24Q: 3 clusters Score -2.280286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -22802864.000000 Penalty: 6009.905273
	Iteration 25F: 3 clusters Score -2.280286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Entering Unmasked Estep 
Score: -3575563.000000 Penalty: 2548.895996
	Iteration 0F: 2 clusters Score -3575563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3555642.750000 Penalty: 5097.791992
	Iteration 0F: 3 clusters Score -3555643 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3562978.250000 Penalty: 5097.791992
	Iteration 1F: 3 clusters Score -3562978 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3563480.250000 Penalty: 5097.791992
	Iteration 2F: 3 clusters Score -3563480 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3563921.750000 Penalty: 5097.791992
	Iteration 3Q: 3 clusters Score -3563922 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3564360.750000 Penalty: 5097.791992
	Iteration 4Q: 3 clusters Score -3564361 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3564862.500000 Penalty: 5097.791992
	Iteration 5Q: 3 clusters Score -3564862 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3565449.750000 Penalty: 5097.791992
	Iteration 6Q: 3 clusters Score -3565450 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3566134.250000 Penalty: 5097.791992
	Iteration 7Q: 3 clusters Score -3566134 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3566879.500000 Penalty: 5097.791992
	Iteration 8Q: 3 clusters Score -3566880 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3567676.000000 Penalty: 5097.791992
	Iteration 9F: 3 clusters Score -3567676 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3568527.250000 Penalty: 5097.791992
	Iteration 10Q: 3 clusters Score -3568527 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3569374.250000 Penalty: 5097.791992
	Iteration 11Q: 3 clusters Score -3569374 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3570159.500000 Penalty: 5097.791992
	Iteration 12Q: 3 clusters Score -3570160 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3570914.000000 Penalty: 5097.791992
	Iteration 13Q: 3 clusters Score -3570914 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3571555.750000 Penalty: 5097.791992
	Iteration 14Q: 3 clusters Score -3571556 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3572063.500000 Penalty: 5097.791992
	Iteration 15Q: 3 clusters Score -3572064 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3572443.500000 Penalty: 5097.791992
	Iteration 16Q: 3 clusters Score -3572444 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3572701.000000 Penalty: 5097.791992
	Iteration 17Q: 3 clusters Score -3572701 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3572899.500000 Penalty: 5097.791992
	Iteration 18Q: 3 clusters Score -3572900 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3573020.750000 Penalty: 5097.791992
	Iteration 19Q: 3 clusters Score -3573021 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3573112.750000 Penalty: 5097.791992
	Iteration 20F: 3 clusters Score -3573113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3573172.500000 Penalty: 5097.791992
	Iteration 21Q: 3 clusters Score -3573172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3573219.250000 Penalty: 5097.791992
	Iteration 22Q: 3 clusters Score -3573219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3573250.750000 Penalty: 5097.791992
	Iteration 23Q: 3 clusters Score -3573251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3573289.000000 Penalty: 5097.791992
	Iteration 24Q: 3 clusters Score -3573289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3573311.000000 Penalty: 5097.791992
	Iteration 25Q: 3 clusters Score -3573311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3573337.250000 Penalty: 5097.791992
	Iteration 26Q: 3 clusters Score -3573337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3573350.750000 Penalty: 5097.791992
	Iteration 27Q: 3 clusters Score -3573351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3573360.500000 Penalty: 5097.791992
	Iteration 28Q: 3 clusters Score -3573360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3573365.750000 Penalty: 5097.791992
	Iteration 29Q: 3 clusters Score -3573366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3573366.250000 Penalty: 5097.791992
	Iteration 30Q: 3 clusters Score -3573366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3573371.250000 Penalty: 5097.791992
	Iteration 31Q: 3 clusters Score -3573371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3573372.250000 Penalty: 5097.791992
	Iteration 32Q: 3 clusters Score -3573372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3573377.000000 Penalty: 5097.791992
	Iteration 33Q: 3 clusters Score -3573377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3573378.250000 Penalty: 5097.791992
	Iteration 34Q: 3 clusters Score -3573378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3573381.000000 Penalty: 5097.791992
	Iteration 35Q: 3 clusters Score -3573381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3573381.000000 Penalty: 5097.791992
	Iteration 36F: 3 clusters Score -3573381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Entering Unmasked Estep 
Score: -2577862.500000 Penalty: 2478.141357
	Iteration 0F: 2 clusters Score -2577862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2562651.250000 Penalty: 4956.282715
	Iteration 0F: 3 clusters Score -2562651 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2568066.500000 Penalty: 4956.282715
	Iteration 1F: 3 clusters Score -2568066 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2568752.000000 Penalty: 4956.282715
	Iteration 2F: 3 clusters Score -2568752 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2569504.000000 Penalty: 4956.282715
	Iteration 3F: 3 clusters Score -2569504 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2570321.500000 Penalty: 4956.282715
	Iteration 4F: 3 clusters Score -2570322 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2571157.750000 Penalty: 4956.282715
	Iteration 5F: 3 clusters Score -2571158 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2571983.750000 Penalty: 4956.282715
	Iteration 6F: 3 clusters Score -2571984 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2572796.750000 Penalty: 4956.282715
	Iteration 7F: 3 clusters Score -2572797 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2573507.750000 Penalty: 4956.282715
	Iteration 8Q: 3 clusters Score -2573508 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2574079.000000 Penalty: 4956.282715
	Iteration 9Q: 3 clusters Score -2574079 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2574506.250000 Penalty: 4956.282715
	Iteration 10Q: 3 clusters Score -2574506 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2574846.750000 Penalty: 4956.282715
	Iteration 11Q: 3 clusters Score -2574847 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2575077.250000 Penalty: 4956.282715
	Iteration 12Q: 3 clusters Score -2575077 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2575273.250000 Penalty: 4956.282715
	Iteration 13Q: 3 clusters Score -2575273 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2575436.500000 Penalty: 4956.282715
	Iteration 14Q: 3 clusters Score -2575436 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2575559.000000 Penalty: 4956.282715
	Iteration 15Q: 3 clusters Score -2575559 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2575647.500000 Penalty: 4956.282715
	Iteration 16Q: 3 clusters Score -2575648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2575726.000000 Penalty: 4956.282715
	Iteration 17Q: 3 clusters Score -2575726 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2575824.500000 Penalty: 4956.282715
	Iteration 18Q: 3 clusters Score -2575824 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2575902.500000 Penalty: 4956.282715
	Iteration 19Q: 3 clusters Score -2575902 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2575989.000000 Penalty: 4956.282715
	Iteration 20F: 3 clusters Score -2575989 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2576060.250000 Penalty: 4956.282715
	Iteration 21Q: 3 clusters Score -2576060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2576135.000000 Penalty: 4956.282715
	Iteration 22Q: 3 clusters Score -2576135 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2576193.250000 Penalty: 4956.282715
	Iteration 23Q: 3 clusters Score -2576193 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2576244.000000 Penalty: 4956.282715
	Iteration 24Q: 3 clusters Score -2576244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2576301.000000 Penalty: 4956.282715
	Iteration 25Q: 3 clusters Score -2576301 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2576357.000000 Penalty: 4956.282715
	Iteration 26Q: 3 clusters Score -2576357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2576408.500000 Penalty: 4956.282715
	Iteration 27Q: 3 clusters Score -2576408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2576472.000000 Penalty: 4956.282715
	Iteration 28Q: 3 clusters Score -2576472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2576524.500000 Penalty: 4956.282715
	Iteration 29Q: 3 clusters Score -2576524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2576549.500000 Penalty: 4956.282715
	Iteration 30Q: 3 clusters Score -2576550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2576587.750000 Penalty: 4956.282715
	Iteration 31Q: 3 clusters Score -2576588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2576633.750000 Penalty: 4956.282715
	Iteration 32Q: 3 clusters Score -2576634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2576660.250000 Penalty: 4956.282715
	Iteration 33Q: 3 clusters Score -2576660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2576674.000000 Penalty: 4956.282715
	Iteration 34Q: 3 clusters Score -2576674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2576685.750000 Penalty: 4956.282715
	Iteration 35Q: 3 clusters Score -2576686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2576702.250000 Penalty: 4956.282715
	Iteration 36Q: 3 clusters Score -2576702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2576711.750000 Penalty: 4956.282715
	Iteration 37Q: 3 clusters Score -2576712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2576736.750000 Penalty: 4956.282715
	Iteration 38Q: 3 clusters Score -2576737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2576754.250000 Penalty: 4956.282715
	Iteration 39Q: 3 clusters Score -2576754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2576758.000000 Penalty: 4956.282715
	Iteration 40F: 3 clusters Score -2576758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2576762.000000 Penalty: 4956.282715
	Iteration 41Q: 3 clusters Score -2576762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2576760.000000 Penalty: 4956.282715
	Iteration 42Q: 3 clusters Score -2576760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2576770.500000 Penalty: 4956.282715
	Iteration 43Q: 3 clusters Score -2576770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2576774.000000 Penalty: 4956.282715
	Iteration 44Q: 3 clusters Score -2576774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2576777.500000 Penalty: 4956.282715
	Iteration 45Q: 3 clusters Score -2576778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2576773.250000 Penalty: 4956.282715
	Iteration 46Q: 3 clusters Score -2576773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2576772.250000 Penalty: 4956.282715
	Iteration 47Q: 3 clusters Score -2576772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2576772.000000 Penalty: 4956.282715
	Iteration 48Q: 3 clusters Score -2576772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2576776.500000 Penalty: 4956.282715
	Iteration 49Q: 3 clusters Score -2576776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2576775.000000 Penalty: 4956.282715
	Iteration 50Q: 3 clusters Score -2576775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2576774.750000 Penalty: 4956.282715
	Iteration 51Q: 3 clusters Score -2576775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2576775.250000 Penalty: 4956.282715
	Iteration 52Q: 3 clusters Score -2576775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2576785.250000 Penalty: 4956.282715
	Iteration 53Q: 3 clusters Score -2576785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2576784.250000 Penalty: 4956.282715
	Iteration 54Q: 3 clusters Score -2576784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2576785.250000 Penalty: 4956.282715
	Iteration 55Q: 3 clusters Score -2576785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2576785.500000 Penalty: 4956.282715
	Iteration 56Q: 3 clusters Score -2576786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2576787.750000 Penalty: 4956.282715
	Iteration 57Q: 3 clusters Score -2576788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2576785.750000 Penalty: 4956.282715
	Iteration 58Q: 3 clusters Score -2576786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2576789.250000 Penalty: 4956.282715
	Iteration 59Q: 3 clusters Score -2576789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2576788.750000 Penalty: 4956.282715
	Iteration 60F: 3 clusters Score -2576789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2576788.250000 Penalty: 4956.282715
	Iteration 61Q: 3 clusters Score -2576788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2576787.750000 Penalty: 4956.282715
	Iteration 62Q: 3 clusters Score -2576788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2576787.250000 Penalty: 4956.282715
	Iteration 63Q: 3 clusters Score -2576787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2576787.500000 Penalty: 4956.282715
	Iteration 64Q: 3 clusters Score -2576788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2576788.750000 Penalty: 4956.282715
	Iteration 65Q: 3 clusters Score -2576789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2576784.750000 Penalty: 4956.282715
	Iteration 66Q: 3 clusters Score -2576785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2576793.750000 Penalty: 4956.282715
	Iteration 67Q: 3 clusters Score -2576794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2576792.500000 Penalty: 4956.282715
	Iteration 68Q: 3 clusters Score -2576792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2576798.750000 Penalty: 4956.282715
	Iteration 69Q: 3 clusters Score -2576799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2576795.750000 Penalty: 4956.282715
	Iteration 70Q: 3 clusters Score -2576796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2576795.750000 Penalty: 4956.282715
	Iteration 71F: 3 clusters Score -2576796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -711634.500000 Penalty: 2152.005127
	Iteration 0F: 2 clusters Score -711634.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -706527.687500 Penalty: 4304.010254
	Iteration 0F: 3 clusters Score -706527.7 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -707806.875000 Penalty: 4304.010254
	Iteration 1F: 3 clusters Score -707806.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -708079.000000 Penalty: 4304.010254
	Iteration 2F: 3 clusters Score -708079 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -708257.750000 Penalty: 4304.010254
	Iteration 3F: 3 clusters Score -708257.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -708436.812500 Penalty: 4304.010254
	Iteration 4Q: 3 clusters Score -708436.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -708634.437500 Penalty: 4304.010254
	Iteration 5Q: 3 clusters Score -708634.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -708821.937500 Penalty: 4304.010254
	Iteration 6Q: 3 clusters Score -708821.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -709038.750000 Penalty: 4304.010254
	Iteration 7Q: 3 clusters Score -709038.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -709338.500000 Penalty: 4304.010254
	Iteration 8Q: 3 clusters Score -709338.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -709868.437500 Penalty: 4304.010254
	Iteration 9F: 3 clusters Score -709868.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -710549.000000 Penalty: 4304.010254
	Iteration 10F: 3 clusters Score -710549 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -711019.687500 Penalty: 4304.010254
	Iteration 11F: 3 clusters Score -711019.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -711194.687500 Penalty: 4304.010254
	Iteration 12Q: 3 clusters Score -711194.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -711268.125000 Penalty: 4304.010254
	Iteration 13Q: 3 clusters Score -711268.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -711306.562500 Penalty: 4304.010254
	Iteration 14Q: 3 clusters Score -711306.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -711340.062500 Penalty: 4304.010254
	Iteration 15Q: 3 clusters Score -711340.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -711370.125000 Penalty: 4304.010254
	Iteration 16Q: 3 clusters Score -711370.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -711393.812500 Penalty: 4304.010254
	Iteration 17Q: 3 clusters Score -711393.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -711408.000000 Penalty: 4304.010254
	Iteration 18Q: 3 clusters Score -711408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -711413.500000 Penalty: 4304.010254
	Iteration 19Q: 3 clusters Score -711413.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -711420.812500 Penalty: 4304.010254
	Iteration 20F: 3 clusters Score -711420.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -711423.500000 Penalty: 4304.010254
	Iteration 21Q: 3 clusters Score -711423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -711426.750000 Penalty: 4304.010254
	Iteration 22Q: 3 clusters Score -711426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -711431.062500 Penalty: 4304.010254
	Iteration 23Q: 3 clusters Score -711431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -711431.875000 Penalty: 4304.010254
	Iteration 24Q: 3 clusters Score -711431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -711434.250000 Penalty: 4304.010254
	Iteration 25Q: 3 clusters Score -711434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -711434.750000 Penalty: 4304.010254
	Iteration 26Q: 3 clusters Score -711434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -711435.125000 Penalty: 4304.010254
	Iteration 27Q: 3 clusters Score -711435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -711435.062500 Penalty: 4304.010254
	Iteration 28Q: 3 clusters Score -711435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -711438.437500 Penalty: 4304.010254
	Iteration 29Q: 3 clusters Score -711438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -711437.937500 Penalty: 4304.010254
	Iteration 30Q: 3 clusters Score -711437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -711437.937500 Penalty: 4304.010254
	Iteration 31F: 3 clusters Score -711437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -1296557.000000 Penalty: 2315.000488
	Iteration 0F: 2 clusters Score -1296557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1288017.375000 Penalty: 4630.000977
	Iteration 0F: 3 clusters Score -1288017 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1290667.500000 Penalty: 4630.000977
	Iteration 1F: 3 clusters Score -1290668 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1291061.625000 Penalty: 4630.000977
	Iteration 2F: 3 clusters Score -1291062 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1291402.625000 Penalty: 4630.000977
	Iteration 3F: 3 clusters Score -1291403 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1291792.000000 Penalty: 4630.000977
	Iteration 4F: 3 clusters Score -1291792 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1292215.250000 Penalty: 4630.000977
	Iteration 5F: 3 clusters Score -1292215 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1292686.500000 Penalty: 4630.000977
	Iteration 6F: 3 clusters Score -1292686 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1293202.000000 Penalty: 4630.000977
	Iteration 7F: 3 clusters Score -1293202 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1293681.875000 Penalty: 4630.000977
	Iteration 8F: 3 clusters Score -1293682 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1294044.000000 Penalty: 4630.000977
	Iteration 9Q: 3 clusters Score -1294044 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1294320.875000 Penalty: 4630.000977
	Iteration 10Q: 3 clusters Score -1294321 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1294535.875000 Penalty: 4630.000977
	Iteration 11Q: 3 clusters Score -1294536 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1294716.000000 Penalty: 4630.000977
	Iteration 12Q: 3 clusters Score -1294716 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1294879.375000 Penalty: 4630.000977
	Iteration 13Q: 3 clusters Score -1294879 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1295001.250000 Penalty: 4630.000977
	Iteration 14Q: 3 clusters Score -1295001 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1295090.000000 Penalty: 4630.000977
	Iteration 15Q: 3 clusters Score -1295090 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1295166.000000 Penalty: 4630.000977
	Iteration 16Q: 3 clusters Score -1295166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1295235.500000 Penalty: 4630.000977
	Iteration 17Q: 3 clusters Score -1295236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1295289.625000 Penalty: 4630.000977
	Iteration 18Q: 3 clusters Score -1295290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1295330.875000 Penalty: 4630.000977
	Iteration 19Q: 3 clusters Score -1295331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1295386.500000 Penalty: 4630.000977
	Iteration 20F: 3 clusters Score -1295386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1295430.625000 Penalty: 4630.000977
	Iteration 21Q: 3 clusters Score -1295431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1295477.500000 Penalty: 4630.000977
	Iteration 22Q: 3 clusters Score -1295478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1295515.875000 Penalty: 4630.000977
	Iteration 23Q: 3 clusters Score -1295516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1295555.500000 Penalty: 4630.000977
	Iteration 24Q: 3 clusters Score -1295556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1295578.000000 Penalty: 4630.000977
	Iteration 25Q: 3 clusters Score -1295578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1295594.625000 Penalty: 4630.000977
	Iteration 26Q: 3 clusters Score -1295595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1295602.000000 Penalty: 4630.000977
	Iteration 27Q: 3 clusters Score -1295602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1295609.125000 Penalty: 4630.000977
	Iteration 28Q: 3 clusters Score -1295609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1295617.375000 Penalty: 4630.000977
	Iteration 29Q: 3 clusters Score -1295617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1295622.750000 Penalty: 4630.000977
	Iteration 30Q: 3 clusters Score -1295623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1295627.125000 Penalty: 4630.000977
	Iteration 31Q: 3 clusters Score -1295627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1295629.625000 Penalty: 4630.000977
	Iteration 32Q: 3 clusters Score -1295630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1295628.875000 Penalty: 4630.000977
	Iteration 33Q: 3 clusters Score -1295629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1295629.625000 Penalty: 4630.000977
	Iteration 34Q: 3 clusters Score -1295630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1295634.000000 Penalty: 4630.000977
	Iteration 35Q: 3 clusters Score -1295634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1295633.375000 Penalty: 4630.000977
	Iteration 36Q: 3 clusters Score -1295633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1295635.500000 Penalty: 4630.000977
	Iteration 37Q: 3 clusters Score -1295636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1295634.250000 Penalty: 4630.000977
	Iteration 38Q: 3 clusters Score -1295634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1295635.750000 Penalty: 4630.000977
	Iteration 39Q: 3 clusters Score -1295636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1295634.000000 Penalty: 4630.000977
	Iteration 40F: 3 clusters Score -1295634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -1893770.875000 Penalty: 2392.627441
	Iteration 0F: 2 clusters Score -1893771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1882546.125000 Penalty: 4785.254883
	Iteration 0F: 3 clusters Score -1882546 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1886189.625000 Penalty: 4785.254883
	Iteration 1F: 3 clusters Score -1886190 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1886569.375000 Penalty: 4785.254883
	Iteration 2F: 3 clusters Score -1886569 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1886856.875000 Penalty: 4785.254883
	Iteration 3Q: 3 clusters Score -1886857 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1887102.125000 Penalty: 4785.254883
	Iteration 4Q: 3 clusters Score -1887102 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1887316.250000 Penalty: 4785.254883
	Iteration 5Q: 3 clusters Score -1887316 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1887529.750000 Penalty: 4785.254883
	Iteration 6Q: 3 clusters Score -1887530 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1887785.000000 Penalty: 4785.254883
	Iteration 7Q: 3 clusters Score -1887785 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1888084.375000 Penalty: 4785.254883
	Iteration 8Q: 3 clusters Score -1888084 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1888439.500000 Penalty: 4785.254883
	Iteration 9Q: 3 clusters Score -1888440 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1888838.125000 Penalty: 4785.254883
	Iteration 10Q: 3 clusters Score -1888838 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1889344.625000 Penalty: 4785.254883
	Iteration 11Q: 3 clusters Score -1889345 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1889876.625000 Penalty: 4785.254883
	Iteration 12Q: 3 clusters Score -1889877 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1890340.250000 Penalty: 4785.254883
	Iteration 13Q: 3 clusters Score -1890340 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1890743.500000 Penalty: 4785.254883
	Iteration 14Q: 3 clusters Score -1890744 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1891057.500000 Penalty: 4785.254883
	Iteration 15Q: 3 clusters Score -1891058 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1891230.375000 Penalty: 4785.254883
	Iteration 16Q: 3 clusters Score -1891230 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1891336.625000 Penalty: 4785.254883
	Iteration 17Q: 3 clusters Score -1891337 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1891430.375000 Penalty: 4785.254883
	Iteration 18Q: 3 clusters Score -1891430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1891494.875000 Penalty: 4785.254883
	Iteration 19Q: 3 clusters Score -1891495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1891522.375000 Penalty: 4785.254883
	Iteration 20F: 3 clusters Score -1891522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1891542.125000 Penalty: 4785.254883
	Iteration 21Q: 3 clusters Score -1891542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1891553.500000 Penalty: 4785.254883
	Iteration 22Q: 3 clusters Score -1891554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1891568.000000 Penalty: 4785.254883
	Iteration 23Q: 3 clusters Score -1891568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1891580.875000 Penalty: 4785.254883
	Iteration 24Q: 3 clusters Score -1891581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1891588.125000 Penalty: 4785.254883
	Iteration 25Q: 3 clusters Score -1891588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1891595.250000 Penalty: 4785.254883
	Iteration 26Q: 3 clusters Score -1891595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1891597.875000 Penalty: 4785.254883
	Iteration 27Q: 3 clusters Score -1891598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1891605.750000 Penalty: 4785.254883
	Iteration 28Q: 3 clusters Score -1891606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1891614.000000 Penalty: 4785.254883
	Iteration 29Q: 3 clusters Score -1891614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1891615.250000 Penalty: 4785.254883
	Iteration 30Q: 3 clusters Score -1891615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1891620.750000 Penalty: 4785.254883
	Iteration 31Q: 3 clusters Score -1891621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1891617.750000 Penalty: 4785.254883
	Iteration 32Q: 3 clusters Score -1891618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1891625.125000 Penalty: 4785.254883
	Iteration 33Q: 3 clusters Score -1891625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1891625.125000 Penalty: 4785.254883
	Iteration 34Q: 3 clusters Score -1891625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1891624.500000 Penalty: 4785.254883
	Iteration 35Q: 3 clusters Score -1891624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1891625.750000 Penalty: 4785.254883
	Iteration 36Q: 3 clusters Score -1891626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1891627.375000 Penalty: 4785.254883
	Iteration 37Q: 3 clusters Score -1891627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1891627.875000 Penalty: 4785.254883
	Iteration 38Q: 3 clusters Score -1891628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1891627.625000 Penalty: 4785.254883
	Iteration 39Q: 3 clusters Score -1891628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1891627.875000 Penalty: 4785.254883
	Iteration 40F: 3 clusters Score -1891628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1891630.625000 Penalty: 4785.254883
	Iteration 41Q: 3 clusters Score -1891631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1891629.125000 Penalty: 4785.254883
	Iteration 42Q: 3 clusters Score -1891629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1891635.500000 Penalty: 4785.254883
	Iteration 43Q: 3 clusters Score -1891636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1891643.250000 Penalty: 4785.254883
	Iteration 44Q: 3 clusters Score -1891643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1891644.375000 Penalty: 4785.254883
	Iteration 45Q: 3 clusters Score -1891644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1891650.875000 Penalty: 4785.254883
	Iteration 46Q: 3 clusters Score -1891651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1891654.250000 Penalty: 4785.254883
	Iteration 47Q: 3 clusters Score -1891654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1891657.625000 Penalty: 4785.254883
	Iteration 48Q: 3 clusters Score -1891658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1891659.375000 Penalty: 4785.254883
	Iteration 49Q: 3 clusters Score -1891659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1891663.625000 Penalty: 4785.254883
	Iteration 50Q: 3 clusters Score -1891664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1891664.625000 Penalty: 4785.254883
	Iteration 51Q: 3 clusters Score -1891665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1891672.000000 Penalty: 4785.254883
	Iteration 52Q: 3 clusters Score -1891672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1891677.500000 Penalty: 4785.254883
	Iteration 53Q: 3 clusters Score -1891678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1891683.375000 Penalty: 4785.254883
	Iteration 54Q: 3 clusters Score -1891683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1891683.500000 Penalty: 4785.254883
	Iteration 55Q: 3 clusters Score -1891684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1891685.375000 Penalty: 4785.254883
	Iteration 56Q: 3 clusters Score -1891685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1891687.250000 Penalty: 4785.254883
	Iteration 57Q: 3 clusters Score -1891687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1891689.500000 Penalty: 4785.254883
	Iteration 58Q: 3 clusters Score -1891690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1891690.375000 Penalty: 4785.254883
	Iteration 59Q: 3 clusters Score -1891690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1891689.750000 Penalty: 4785.254883
	Iteration 60F: 3 clusters Score -1891690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1891693.000000 Penalty: 4785.254883
	Iteration 61Q: 3 clusters Score -1891693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1891696.375000 Penalty: 4785.254883
	Iteration 62Q: 3 clusters Score -1891696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1891693.250000 Penalty: 4785.254883
	Iteration 63Q: 3 clusters Score -1891693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1891693.125000 Penalty: 4785.254883
	Iteration 64Q: 3 clusters Score -1891693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1891693.125000 Penalty: 4785.254883
	Iteration 65F: 3 clusters Score -1891693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Entering Unmasked Estep 
Score: -6852302.000000 Penalty: 2710.314209
	Iteration 0F: 2 clusters Score -6852302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6814795.500000 Penalty: 5420.628418
	Iteration 0F: 3 clusters Score -6814796 nChanged 25821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -6829465.000000 Penalty: 5420.628418
	Iteration 1F: 3 clusters Score -6829465 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6830469.000000 Penalty: 5420.628418
	Iteration 2Q: 3 clusters Score -6830469 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -6832012.000000 Penalty: 5420.628418
	Iteration 3F: 3 clusters Score -6832012 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -6834605.000000 Penalty: 5420.628418
	Iteration 4F: 3 clusters Score -6834605 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -6838009.000000 Penalty: 5420.628418
	Iteration 5F: 3 clusters Score -6838009 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -6841278.000000 Penalty: 5420.628418
	Iteration 6F: 3 clusters Score -6841278 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6843760.500000 Penalty: 5420.628418
	Iteration 7F: 3 clusters Score -6843760 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -6845655.000000 Penalty: 5420.628418
	Iteration 8Q: 3 clusters Score -6845655 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -6847118.000000 Penalty: 5420.628418
	Iteration 9Q: 3 clusters Score -6847118 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -6848170.000000 Penalty: 5420.628418
	Iteration 10Q: 3 clusters Score -6848170 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -6848897.500000 Penalty: 5420.628418
	Iteration 11Q: 3 clusters Score -6848898 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -6849378.000000 Penalty: 5420.628418
	Iteration 12Q: 3 clusters Score -6849378 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -6849660.000000 Penalty: 5420.628418
	Iteration 13Q: 3 clusters Score -6849660 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -6849830.000000 Penalty: 5420.628418
	Iteration 14Q: 3 clusters Score -6849830 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -6849929.500000 Penalty: 5420.628418
	Iteration 15Q: 3 clusters Score -6849930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -6850003.000000 Penalty: 5420.628418
	Iteration 16Q: 3 clusters Score -6850003 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -6850052.500000 Penalty: 5420.628418
	Iteration 17Q: 3 clusters Score -6850052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -6850097.000000 Penalty: 5420.628418
	Iteration 18Q: 3 clusters Score -6850097 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -6850138.000000 Penalty: 5420.628418
	Iteration 19Q: 3 clusters Score -6850138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6850156.500000 Penalty: 5420.628418
	Iteration 20F: 3 clusters Score -6850156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -6850170.500000 Penalty: 5420.628418
	Iteration 21Q: 3 clusters Score -6850170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6850193.500000 Penalty: 5420.628418
	Iteration 22Q: 3 clusters Score -6850194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -6850205.000000 Penalty: 5420.628418
	Iteration 23Q: 3 clusters Score -6850205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -6850212.000000 Penalty: 5420.628418
	Iteration 24Q: 3 clusters Score -6850212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -6850221.000000 Penalty: 5420.628418
	Iteration 25Q: 3 clusters Score -6850221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -6850223.500000 Penalty: 5420.628418
	Iteration 26Q: 3 clusters Score -6850224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -6850230.500000 Penalty: 5420.628418
	Iteration 27Q: 3 clusters Score -6850230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -6850221.500000 Penalty: 5420.628418
	Iteration 28Q: 3 clusters Score -6850222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -6850231.000000 Penalty: 5420.628418
	Iteration 29Q: 3 clusters Score -6850231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -6850243.000000 Penalty: 5420.628418
	Iteration 30Q: 3 clusters Score -6850243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -6850247.500000 Penalty: 5420.628418
	Iteration 31Q: 3 clusters Score -6850248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -6850247.000000 Penalty: 5420.628418
	Iteration 32Q: 3 clusters Score -6850247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -6850261.500000 Penalty: 5420.628418
	Iteration 33Q: 3 clusters Score -6850262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6850262.500000 Penalty: 5420.628418
	Iteration 34Q: 3 clusters Score -6850262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6850261.000000 Penalty: 5420.628418
	Iteration 35Q: 3 clusters Score -6850261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -6850265.000000 Penalty: 5420.628418
	Iteration 36Q: 3 clusters Score -6850265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -6850271.500000 Penalty: 5420.628418
	Iteration 37Q: 3 clusters Score -6850272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -6850275.000000 Penalty: 5420.628418
	Iteration 38Q: 3 clusters Score -6850275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -6850284.000000 Penalty: 5420.628418
	Iteration 39Q: 3 clusters Score -6850284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -6850286.500000 Penalty: 5420.628418
	Iteration 40F: 3 clusters Score -6850286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -6850282.000000 Penalty: 5420.628418
	Iteration 41Q: 3 clusters Score -6850282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6850282.500000 Penalty: 5420.628418
	Iteration 42Q: 3 clusters Score -6850282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -6850285.500000 Penalty: 5420.628418
	Iteration 43Q: 3 clusters Score -6850286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -6850280.000000 Penalty: 5420.628418
	Iteration 44Q: 3 clusters Score -6850280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -6850285.000000 Penalty: 5420.628418
	Iteration 45Q: 3 clusters Score -6850285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -6850281.500000 Penalty: 5420.628418
	Iteration 46Q: 3 clusters Score -6850282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -6850279.000000 Penalty: 5420.628418
	Iteration 47Q: 3 clusters Score -6850279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -6850281.500000 Penalty: 5420.628418
	Iteration 48Q: 3 clusters Score -6850282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -6850291.500000 Penalty: 5420.628418
	Iteration 49Q: 3 clusters Score -6850292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -6850283.500000 Penalty: 5420.628418
	Iteration 50Q: 3 clusters Score -6850284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -6850280.000000 Penalty: 5420.628418
	Iteration 51Q: 3 clusters Score -6850280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -6850285.000000 Penalty: 5420.628418
	Iteration 52Q: 3 clusters Score -6850285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -6850284.500000 Penalty: 5420.628418
	Iteration 53Q: 3 clusters Score -6850284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -6850285.500000 Penalty: 5420.628418
	Iteration 54Q: 3 clusters Score -6850286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -6850285.500000 Penalty: 5420.628418
	Iteration 55F: 3 clusters Score -6850286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -673439.750000 Penalty: 2138.903809
	Iteration 0F: 2 clusters Score -673439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -668549.687500 Penalty: 4277.807617
	Iteration 0F: 3 clusters Score -668549.7 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -669770.562500 Penalty: 4277.807617
	Iteration 1F: 3 clusters Score -669770.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -670124.937500 Penalty: 4277.807617
	Iteration 2F: 3 clusters Score -670124.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -670382.937500 Penalty: 4277.807617
	Iteration 3F: 3 clusters Score -670382.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -670554.000000 Penalty: 4277.807617
	Iteration 4F: 3 clusters Score -670554 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -670707.312500 Penalty: 4277.807617
	Iteration 5Q: 3 clusters Score -670707.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -670853.312500 Penalty: 4277.807617
	Iteration 6Q: 3 clusters Score -670853.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -670974.500000 Penalty: 4277.807617
	Iteration 7Q: 3 clusters Score -670974.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -671098.375000 Penalty: 4277.807617
	Iteration 8Q: 3 clusters Score -671098.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -671227.750000 Penalty: 4277.807617
	Iteration 9Q: 3 clusters Score -671227.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -671365.125000 Penalty: 4277.807617
	Iteration 10Q: 3 clusters Score -671365.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -671485.437500 Penalty: 4277.807617
	Iteration 11Q: 3 clusters Score -671485.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -671596.312500 Penalty: 4277.807617
	Iteration 12Q: 3 clusters Score -671596.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -671699.562500 Penalty: 4277.807617
	Iteration 13Q: 3 clusters Score -671699.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -671803.000000 Penalty: 4277.807617
	Iteration 14Q: 3 clusters Score -671803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -671880.437500 Penalty: 4277.807617
	Iteration 15Q: 3 clusters Score -671880.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -671930.312500 Penalty: 4277.807617
	Iteration 16Q: 3 clusters Score -671930.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -671965.687500 Penalty: 4277.807617
	Iteration 17Q: 3 clusters Score -671965.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -671988.750000 Penalty: 4277.807617
	Iteration 18Q: 3 clusters Score -671988.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -672005.312500 Penalty: 4277.807617
	Iteration 19Q: 3 clusters Score -672005.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -672016.500000 Penalty: 4277.807617
	Iteration 20F: 3 clusters Score -672016.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -672029.875000 Penalty: 4277.807617
	Iteration 21Q: 3 clusters Score -672029.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -672048.375000 Penalty: 4277.807617
	Iteration 22Q: 3 clusters Score -672048.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -672059.500000 Penalty: 4277.807617
	Iteration 23Q: 3 clusters Score -672059.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -672065.875000 Penalty: 4277.807617
	Iteration 24Q: 3 clusters Score -672065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -672070.000000 Penalty: 4277.807617
	Iteration 25Q: 3 clusters Score -672070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -672077.062500 Penalty: 4277.807617
	Iteration 26Q: 3 clusters Score -672077.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -672083.187500 Penalty: 4277.807617
	Iteration 27Q: 3 clusters Score -672083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -672089.687500 Penalty: 4277.807617
	Iteration 28Q: 3 clusters Score -672089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -672090.562500 Penalty: 4277.807617
	Iteration 29Q: 3 clusters Score -672090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -672092.875000 Penalty: 4277.807617
	Iteration 30Q: 3 clusters Score -672092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -672094.750000 Penalty: 4277.807617
	Iteration 31Q: 3 clusters Score -672094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -672097.250000 Penalty: 4277.807617
	Iteration 32Q: 3 clusters Score -672097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -672098.250000 Penalty: 4277.807617
	Iteration 33Q: 3 clusters Score -672098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -672100.187500 Penalty: 4277.807617
	Iteration 34Q: 3 clusters Score -672100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -672101.312500 Penalty: 4277.807617
	Iteration 35Q: 3 clusters Score -672101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -672103.812500 Penalty: 4277.807617
	Iteration 36Q: 3 clusters Score -672103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -672105.875000 Penalty: 4277.807617
	Iteration 37Q: 3 clusters Score -672105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -672106.937500 Penalty: 4277.807617
	Iteration 38Q: 3 clusters Score -672106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -672108.312500 Penalty: 4277.807617
	Iteration 39Q: 3 clusters Score -672108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -672107.937500 Penalty: 4277.807617
	Iteration 40F: 3 clusters Score -672107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -672110.062500 Penalty: 4277.807617
	Iteration 41Q: 3 clusters Score -672110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -672110.187500 Penalty: 4277.807617
	Iteration 42Q: 3 clusters Score -672110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -672110.500000 Penalty: 4277.807617
	Iteration 43Q: 3 clusters Score -672110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -672110.500000 Penalty: 4277.807617
	Iteration 44F: 3 clusters Score -672110.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (170171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Entering Unmasked Estep 
Score: -20723560.000000 Penalty: 2987.050781
	Iteration 0F: 2 clusters Score -2.072356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -20610906.000000 Penalty: 5974.101562
	Iteration 0F: 3 clusters Score -2.061091e+07 nChanged 81618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 85750 members 
Entering Unmasked Estep 
Score: -20658498.000000 Penalty: 5974.101562
	Iteration 1F: 3 clusters Score -2.06585e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -20659634.000000 Penalty: 5974.101562
	Iteration 2Q: 3 clusters Score -2.065963e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -20661376.000000 Penalty: 5974.101562
	Iteration 3Q: 3 clusters Score -2.066138e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -20663272.000000 Penalty: 5974.101562
	Iteration 4Q: 3 clusters Score -2.066327e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -20665592.000000 Penalty: 5974.101562
	Iteration 5Q: 3 clusters Score -2.066559e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -20668246.000000 Penalty: 5974.101562
	Iteration 6Q: 3 clusters Score -2.066825e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -20671768.000000 Penalty: 5974.101562
	Iteration 7Q: 3 clusters Score -2.067177e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -20676064.000000 Penalty: 5974.101562
	Iteration 8F: 3 clusters Score -2.067606e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -20680120.000000 Penalty: 5974.101562
	Iteration 9F: 3 clusters Score -2.068012e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101578 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -20684058.000000 Penalty: 5974.101562
	Iteration 10Q: 3 clusters Score -2.068406e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -20687906.000000 Penalty: 5974.101562
	Iteration 11Q: 3 clusters Score -2.068791e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -20691760.000000 Penalty: 5974.101562
	Iteration 12Q: 3 clusters Score -2.069176e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -20695108.000000 Penalty: 5974.101562
	Iteration 13Q: 3 clusters Score -2.069511e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -20697762.000000 Penalty: 5974.101562
	Iteration 14Q: 3 clusters Score -2.069776e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -20699834.000000 Penalty: 5974.101562
	Iteration 15Q: 3 clusters Score -2.069983e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -20701638.000000 Penalty: 5974.101562
	Iteration 16Q: 3 clusters Score -2.070164e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131010 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -20703160.000000 Penalty: 5974.101562
	Iteration 17Q: 3 clusters Score -2.070316e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -20704838.000000 Penalty: 5974.101562
	Iteration 18Q: 3 clusters Score -2.070484e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138797 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -20706544.000000 Penalty: 5974.101562
	Iteration 19Q: 3 clusters Score -2.070654e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142714 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -20708252.000000 Penalty: 5974.101562
	Iteration 20F: 3 clusters Score -2.070825e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146542 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -20710120.000000 Penalty: 5974.101562
	Iteration 21Q: 3 clusters Score -2.071012e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -20711948.000000 Penalty: 5974.101562
	Iteration 22Q: 3 clusters Score -2.071195e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153388 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -20713458.000000 Penalty: 5974.101562
	Iteration 23Q: 3 clusters Score -2.071346e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156344 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -20714972.000000 Penalty: 5974.101562
	Iteration 24Q: 3 clusters Score -2.071497e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158902 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -20716242.000000 Penalty: 5974.101562
	Iteration 25Q: 3 clusters Score -2.071624e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -20717340.000000 Penalty: 5974.101562
	Iteration 26Q: 3 clusters Score -2.071734e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -20718304.000000 Penalty: 5974.101562
	Iteration 27Q: 3 clusters Score -2.07183e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164440 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -20719134.000000 Penalty: 5974.101562
	Iteration 28Q: 3 clusters Score -2.071913e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -20719690.000000 Penalty: 5974.101562
	Iteration 29Q: 3 clusters Score -2.071969e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166316 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -20720186.000000 Penalty: 5974.101562
	Iteration 30Q: 3 clusters Score -2.072019e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -20720548.000000 Penalty: 5974.101562
	Iteration 31Q: 3 clusters Score -2.072055e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -20720854.000000 Penalty: 5974.101562
	Iteration 32Q: 3 clusters Score -2.072085e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20721016.000000 Penalty: 5974.101562
	Iteration 33Q: 3 clusters Score -2.072102e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -20721066.000000 Penalty: 5974.101562
	Iteration 34Q: 3 clusters Score -2.072107e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167875 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -20721152.000000 Penalty: 5974.101562
	Iteration 35Q: 3 clusters Score -2.072115e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20721246.000000 Penalty: 5974.101562
	Iteration 36Q: 3 clusters Score -2.072125e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20721312.000000 Penalty: 5974.101562
	Iteration 37Q: 3 clusters Score -2.072131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168136 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -20721318.000000 Penalty: 5974.101562
	Iteration 38Q: 3 clusters Score -2.072132e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168211 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20721344.000000 Penalty: 5974.101562
	Iteration 39Q: 3 clusters Score -2.072134e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -20721378.000000 Penalty: 5974.101562
	Iteration 40F: 3 clusters Score -2.072138e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20721336.000000 Penalty: 5974.101562
	Iteration 41Q: 3 clusters Score -2.072134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -20721382.000000 Penalty: 5974.101562
	Iteration 42Q: 3 clusters Score -2.072138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20721380.000000 Penalty: 5974.101562
	Iteration 43Q: 3 clusters Score -2.072138e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168448 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -20721444.000000 Penalty: 5974.101562
	Iteration 44Q: 3 clusters Score -2.072144e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168485 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -20721474.000000 Penalty: 5974.101562
	Iteration 45Q: 3 clusters Score -2.072147e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168518 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -20721510.000000 Penalty: 5974.101562
	Iteration 46Q: 3 clusters Score -2.072151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -20721528.000000 Penalty: 5974.101562
	Iteration 47Q: 3 clusters Score -2.072153e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -20721558.000000 Penalty: 5974.101562
	Iteration 48Q: 3 clusters Score -2.072156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20721598.000000 Penalty: 5974.101562
	Iteration 49Q: 3 clusters Score -2.07216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20721620.000000 Penalty: 5974.101562
	Iteration 50Q: 3 clusters Score -2.072162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -20721592.000000 Penalty: 5974.101562
	Iteration 51Q: 3 clusters Score -2.072159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -20721636.000000 Penalty: 5974.101562
	Iteration 52Q: 3 clusters Score -2.072164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -20721674.000000 Penalty: 5974.101562
	Iteration 53Q: 3 clusters Score -2.072167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20721704.000000 Penalty: 5974.101562
	Iteration 54Q: 3 clusters Score -2.07217e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20721720.000000 Penalty: 5974.101562
	Iteration 55Q: 3 clusters Score -2.072172e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20721742.000000 Penalty: 5974.101562
	Iteration 56Q: 3 clusters Score -2.072174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -20721712.000000 Penalty: 5974.101562
	Iteration 57Q: 3 clusters Score -2.072171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168625 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20721744.000000 Penalty: 5974.101562
	Iteration 58Q: 3 clusters Score -2.072174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -20721780.000000 Penalty: 5974.101562
	Iteration 59Q: 3 clusters Score -2.072178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20721770.000000 Penalty: 5974.101562
	Iteration 60F: 3 clusters Score -2.072177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168642 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -20721748.000000 Penalty: 5974.101562
	Iteration 61Q: 3 clusters Score -2.072175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20721782.000000 Penalty: 5974.101562
	Iteration 62Q: 3 clusters Score -2.072178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -20721776.000000 Penalty: 5974.101562
	Iteration 63Q: 3 clusters Score -2.072178e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20721770.000000 Penalty: 5974.101562
	Iteration 64Q: 3 clusters Score -2.072177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20721814.000000 Penalty: 5974.101562
	Iteration 65Q: 3 clusters Score -2.072181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168663 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20721822.000000 Penalty: 5974.101562
	Iteration 66Q: 3 clusters Score -2.072182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20721812.000000 Penalty: 5974.101562
	Iteration 67Q: 3 clusters Score -2.072181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20721824.000000 Penalty: 5974.101562
	Iteration 68Q: 3 clusters Score -2.072182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -20721834.000000 Penalty: 5974.101562
	Iteration 69Q: 3 clusters Score -2.072183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20721828.000000 Penalty: 5974.101562
	Iteration 70Q: 3 clusters Score -2.072183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20721824.000000 Penalty: 5974.101562
	Iteration 71Q: 3 clusters Score -2.072182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20721818.000000 Penalty: 5974.101562
	Iteration 72Q: 3 clusters Score -2.072182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20721818.000000 Penalty: 5974.101562
	Iteration 73Q: 3 clusters Score -2.072182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20721808.000000 Penalty: 5974.101562
	Iteration 74Q: 3 clusters Score -2.072181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20721810.000000 Penalty: 5974.101562
	Iteration 75Q: 3 clusters Score -2.072181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -20721820.000000 Penalty: 5974.101562
	Iteration 76Q: 3 clusters Score -2.072182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20721818.000000 Penalty: 5974.101562
	Iteration 77Q: 3 clusters Score -2.072182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20721818.000000 Penalty: 5974.101562
	Iteration 78F: 3 clusters Score -2.072182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -32291.617188 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -32291.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31067.671875 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -31067.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31422.132812 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -31422.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31914.136719 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -31914.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32216.943359 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -32216.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32337.673828 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -32337.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32442.949219 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -32442.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32588.658203 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -32588.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32714.904297 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -32714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32765.597656 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -32765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32781.085938 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -32781.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32790.878906 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -32790.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32794.667969 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -32794.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32794.667969 Penalty: 2912.570557
	Iteration 12F: 3 clusters Score -32794.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 45493 members 
Mstep: Class 4 contains 182909 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 55753 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 170171 members 
Mstep: Class 13 contains 210 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 175280 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 172717 members 
Entering Unmasked Estep 
Score: -124251328.000000 Penalty: 99613.000000
Splitting cluster 13 changes total score from -124252840.000000 to -124251328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -622823.812500 Penalty: 2118.726318
	Iteration 0F: 2 clusters Score -622823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -618246.500000 Penalty: 4237.452637
	Iteration 0F: 3 clusters Score -618246.5 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -619373.437500 Penalty: 4237.452637
	Iteration 1F: 3 clusters Score -619373.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -619584.375000 Penalty: 4237.452637
	Iteration 2F: 3 clusters Score -619584.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -619725.375000 Penalty: 4237.452637
	Iteration 3Q: 3 clusters Score -619725.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -619803.750000 Penalty: 4237.452637
	Iteration 4Q: 3 clusters Score -619803.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -619864.000000 Penalty: 4237.452637
	Iteration 5Q: 3 clusters Score -619864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -619921.187500 Penalty: 4237.452637
	Iteration 6Q: 3 clusters Score -619921.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -619965.187500 Penalty: 4237.452637
	Iteration 7Q: 3 clusters Score -619965.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -620015.000000 Penalty: 4237.452637
	Iteration 8Q: 3 clusters Score -620015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -620065.437500 Penalty: 4237.452637
	Iteration 9Q: 3 clusters Score -620065.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -620103.875000 Penalty: 4237.452637
	Iteration 10Q: 3 clusters Score -620103.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -620144.062500 Penalty: 4237.452637
	Iteration 11Q: 3 clusters Score -620144.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -620184.375000 Penalty: 4237.452637
	Iteration 12Q: 3 clusters Score -620184.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -620226.812500 Penalty: 4237.452637
	Iteration 13Q: 3 clusters Score -620226.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -620262.687500 Penalty: 4237.452637
	Iteration 14Q: 3 clusters Score -620262.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -620292.250000 Penalty: 4237.452637
	Iteration 15Q: 3 clusters Score -620292.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -620319.500000 Penalty: 4237.452637
	Iteration 16Q: 3 clusters Score -620319.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -620345.812500 Penalty: 4237.452637
	Iteration 17Q: 3 clusters Score -620345.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -620371.312500 Penalty: 4237.452637
	Iteration 18Q: 3 clusters Score -620371.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -620394.437500 Penalty: 4237.452637
	Iteration 19Q: 3 clusters Score -620394.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -620422.125000 Penalty: 4237.452637
	Iteration 20F: 3 clusters Score -620422.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -620449.500000 Penalty: 4237.452637
	Iteration 21Q: 3 clusters Score -620449.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -620473.125000 Penalty: 4237.452637
	Iteration 22Q: 3 clusters Score -620473.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -620503.187500 Penalty: 4237.452637
	Iteration 23Q: 3 clusters Score -620503.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -620533.750000 Penalty: 4237.452637
	Iteration 24Q: 3 clusters Score -620533.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -620566.687500 Penalty: 4237.452637
	Iteration 25Q: 3 clusters Score -620566.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -620591.875000 Penalty: 4237.452637
	Iteration 26Q: 3 clusters Score -620591.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -620613.312500 Penalty: 4237.452637
	Iteration 27Q: 3 clusters Score -620613.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -620633.500000 Penalty: 4237.452637
	Iteration 28Q: 3 clusters Score -620633.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -620652.312500 Penalty: 4237.452637
	Iteration 29Q: 3 clusters Score -620652.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -620671.437500 Penalty: 4237.452637
	Iteration 30Q: 3 clusters Score -620671.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -620686.125000 Penalty: 4237.452637
	Iteration 31Q: 3 clusters Score -620686.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -620701.000000 Penalty: 4237.452637
	Iteration 32Q: 3 clusters Score -620701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -620709.625000 Penalty: 4237.452637
	Iteration 33Q: 3 clusters Score -620709.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -620719.375000 Penalty: 4237.452637
	Iteration 34Q: 3 clusters Score -620719.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -620728.625000 Penalty: 4237.452637
	Iteration 35Q: 3 clusters Score -620728.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -620736.062500 Penalty: 4237.452637
	Iteration 36Q: 3 clusters Score -620736.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -620743.312500 Penalty: 4237.452637
	Iteration 37Q: 3 clusters Score -620743.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -620748.187500 Penalty: 4237.452637
	Iteration 38Q: 3 clusters Score -620748.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -620753.750000 Penalty: 4237.452637
	Iteration 39Q: 3 clusters Score -620753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -620761.312500 Penalty: 4237.452637
	Iteration 40F: 3 clusters Score -620761.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -620767.750000 Penalty: 4237.452637
	Iteration 41Q: 3 clusters Score -620767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -620773.125000 Penalty: 4237.452637
	Iteration 42Q: 3 clusters Score -620773.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -620778.625000 Penalty: 4237.452637
	Iteration 43Q: 3 clusters Score -620778.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -620786.687500 Penalty: 4237.452637
	Iteration 44Q: 3 clusters Score -620786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -620796.062500 Penalty: 4237.452637
	Iteration 45Q: 3 clusters Score -620796.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -620808.687500 Penalty: 4237.452637
	Iteration 46Q: 3 clusters Score -620808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -620816.750000 Penalty: 4237.452637
	Iteration 47Q: 3 clusters Score -620816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -620825.937500 Penalty: 4237.452637
	Iteration 48Q: 3 clusters Score -620825.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -620831.437500 Penalty: 4237.452637
	Iteration 49Q: 3 clusters Score -620831.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -620839.500000 Penalty: 4237.452637
	Iteration 50Q: 3 clusters Score -620839.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -620844.312500 Penalty: 4237.452637
	Iteration 51Q: 3 clusters Score -620844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -620850.625000 Penalty: 4237.452637
	Iteration 52Q: 3 clusters Score -620850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -620854.937500 Penalty: 4237.452637
	Iteration 53Q: 3 clusters Score -620854.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -620859.187500 Penalty: 4237.452637
	Iteration 54Q: 3 clusters Score -620859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -620865.062500 Penalty: 4237.452637
	Iteration 55Q: 3 clusters Score -620865.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -620876.000000 Penalty: 4237.452637
	Iteration 56Q: 3 clusters Score -620876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -620884.937500 Penalty: 4237.452637
	Iteration 57Q: 3 clusters Score -620884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -620890.125000 Penalty: 4237.452637
	Iteration 58Q: 3 clusters Score -620890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -620895.875000 Penalty: 4237.452637
	Iteration 59Q: 3 clusters Score -620895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -620901.687500 Penalty: 4237.452637
	Iteration 60F: 3 clusters Score -620901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -620903.500000 Penalty: 4237.452637
	Iteration 61Q: 3 clusters Score -620903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -620907.000000 Penalty: 4237.452637
	Iteration 62Q: 3 clusters Score -620907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -620911.812500 Penalty: 4237.452637
	Iteration 63Q: 3 clusters Score -620911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -620914.937500 Penalty: 4237.452637
	Iteration 64Q: 3 clusters Score -620914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -620917.312500 Penalty: 4237.452637
	Iteration 65Q: 3 clusters Score -620917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -620918.625000 Penalty: 4237.452637
	Iteration 66Q: 3 clusters Score -620918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -620922.312500 Penalty: 4237.452637
	Iteration 67Q: 3 clusters Score -620922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -620925.250000 Penalty: 4237.452637
	Iteration 68Q: 3 clusters Score -620925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -620928.812500 Penalty: 4237.452637
	Iteration 69Q: 3 clusters Score -620928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -620930.812500 Penalty: 4237.452637
	Iteration 70Q: 3 clusters Score -620930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -620932.312500 Penalty: 4237.452637
	Iteration 71Q: 3 clusters Score -620932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -620933.500000 Penalty: 4237.452637
	Iteration 72Q: 3 clusters Score -620933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -620934.562500 Penalty: 4237.452637
	Iteration 73Q: 3 clusters Score -620934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -620936.125000 Penalty: 4237.452637
	Iteration 74Q: 3 clusters Score -620936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -620937.437500 Penalty: 4237.452637
	Iteration 75Q: 3 clusters Score -620937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -620939.687500 Penalty: 4237.452637
	Iteration 76Q: 3 clusters Score -620939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -620940.375000 Penalty: 4237.452637
	Iteration 77Q: 3 clusters Score -620940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -620944.375000 Penalty: 4237.452637
	Iteration 78Q: 3 clusters Score -620944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -620945.125000 Penalty: 4237.452637
	Iteration 79Q: 3 clusters Score -620945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -620948.062500 Penalty: 4237.452637
	Iteration 80F: 3 clusters Score -620948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -620950.437500 Penalty: 4237.452637
	Iteration 81Q: 3 clusters Score -620950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -620951.625000 Penalty: 4237.452637
	Iteration 82Q: 3 clusters Score -620951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -620950.875000 Penalty: 4237.452637
	Iteration 83Q: 3 clusters Score -620950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -620950.875000 Penalty: 4237.452637
	Iteration 84F: 3 clusters Score -620950.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Entering Unmasked Estep 
Score: -1117605.250000 Penalty: 2265.979980
	Iteration 0F: 2 clusters Score -1117605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1110500.750000 Penalty: 4531.959961
	Iteration 0F: 3 clusters Score -1110501 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1112528.250000 Penalty: 4531.959961
	Iteration 1F: 3 clusters Score -1112528 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1112743.125000 Penalty: 4531.959961
	Iteration 2F: 3 clusters Score -1112743 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1112901.625000 Penalty: 4531.959961
	Iteration 3Q: 3 clusters Score -1112902 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1113023.375000 Penalty: 4531.959961
	Iteration 4Q: 3 clusters Score -1113023 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1113118.875000 Penalty: 4531.959961
	Iteration 5Q: 3 clusters Score -1113119 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1113210.375000 Penalty: 4531.959961
	Iteration 6Q: 3 clusters Score -1113210 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1113298.750000 Penalty: 4531.959961
	Iteration 7Q: 3 clusters Score -1113299 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1113392.750000 Penalty: 4531.959961
	Iteration 8Q: 3 clusters Score -1113393 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1113498.625000 Penalty: 4531.959961
	Iteration 9Q: 3 clusters Score -1113499 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1113630.000000 Penalty: 4531.959961
	Iteration 10Q: 3 clusters Score -1113630 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1113815.000000 Penalty: 4531.959961
	Iteration 11Q: 3 clusters Score -1113815 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1114034.000000 Penalty: 4531.959961
	Iteration 12Q: 3 clusters Score -1114034 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1114261.125000 Penalty: 4531.959961
	Iteration 13Q: 3 clusters Score -1114261 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1114505.125000 Penalty: 4531.959961
	Iteration 14Q: 3 clusters Score -1114505 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1114787.625000 Penalty: 4531.959961
	Iteration 15Q: 3 clusters Score -1114788 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1115019.750000 Penalty: 4531.959961
	Iteration 16Q: 3 clusters Score -1115020 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1115214.375000 Penalty: 4531.959961
	Iteration 17Q: 3 clusters Score -1115214 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1115353.500000 Penalty: 4531.959961
	Iteration 18Q: 3 clusters Score -1115354 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1115452.750000 Penalty: 4531.959961
	Iteration 19Q: 3 clusters Score -1115453 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1115530.000000 Penalty: 4531.959961
	Iteration 20F: 3 clusters Score -1115530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1115582.500000 Penalty: 4531.959961
	Iteration 21Q: 3 clusters Score -1115582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1115625.250000 Penalty: 4531.959961
	Iteration 22Q: 3 clusters Score -1115625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1115663.500000 Penalty: 4531.959961
	Iteration 23Q: 3 clusters Score -1115664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1115696.250000 Penalty: 4531.959961
	Iteration 24Q: 3 clusters Score -1115696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1115715.750000 Penalty: 4531.959961
	Iteration 25Q: 3 clusters Score -1115716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1115731.500000 Penalty: 4531.959961
	Iteration 26Q: 3 clusters Score -1115732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1115748.000000 Penalty: 4531.959961
	Iteration 27Q: 3 clusters Score -1115748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1115754.875000 Penalty: 4531.959961
	Iteration 28Q: 3 clusters Score -1115755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1115759.375000 Penalty: 4531.959961
	Iteration 29Q: 3 clusters Score -1115759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1115768.000000 Penalty: 4531.959961
	Iteration 30Q: 3 clusters Score -1115768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1115774.250000 Penalty: 4531.959961
	Iteration 31Q: 3 clusters Score -1115774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1115785.250000 Penalty: 4531.959961
	Iteration 32Q: 3 clusters Score -1115785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1115798.875000 Penalty: 4531.959961
	Iteration 33Q: 3 clusters Score -1115799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1115814.500000 Penalty: 4531.959961
	Iteration 34Q: 3 clusters Score -1115814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1115838.250000 Penalty: 4531.959961
	Iteration 35Q: 3 clusters Score -1115838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1115867.750000 Penalty: 4531.959961
	Iteration 36Q: 3 clusters Score -1115868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1115907.750000 Penalty: 4531.959961
	Iteration 37Q: 3 clusters Score -1115908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1115954.875000 Penalty: 4531.959961
	Iteration 38Q: 3 clusters Score -1115955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1116002.125000 Penalty: 4531.959961
	Iteration 39Q: 3 clusters Score -1116002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1116066.250000 Penalty: 4531.959961
	Iteration 40F: 3 clusters Score -1116066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1116132.375000 Penalty: 4531.959961
	Iteration 41Q: 3 clusters Score -1116132 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1116207.750000 Penalty: 4531.959961
	Iteration 42Q: 3 clusters Score -1116208 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1116267.875000 Penalty: 4531.959961
	Iteration 43Q: 3 clusters Score -1116268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1116320.375000 Penalty: 4531.959961
	Iteration 44Q: 3 clusters Score -1116320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1116356.375000 Penalty: 4531.959961
	Iteration 45Q: 3 clusters Score -1116356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1116386.875000 Penalty: 4531.959961
	Iteration 46Q: 3 clusters Score -1116387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1116411.375000 Penalty: 4531.959961
	Iteration 47Q: 3 clusters Score -1116411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1116444.250000 Penalty: 4531.959961
	Iteration 48Q: 3 clusters Score -1116444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1116480.250000 Penalty: 4531.959961
	Iteration 49Q: 3 clusters Score -1116480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1116504.875000 Penalty: 4531.959961
	Iteration 50Q: 3 clusters Score -1116505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1116518.500000 Penalty: 4531.959961
	Iteration 51Q: 3 clusters Score -1116518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1116529.000000 Penalty: 4531.959961
	Iteration 52Q: 3 clusters Score -1116529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1116534.375000 Penalty: 4531.959961
	Iteration 53Q: 3 clusters Score -1116534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1116540.125000 Penalty: 4531.959961
	Iteration 54Q: 3 clusters Score -1116540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1116546.000000 Penalty: 4531.959961
	Iteration 55Q: 3 clusters Score -1116546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1116552.625000 Penalty: 4531.959961
	Iteration 56Q: 3 clusters Score -1116553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1116559.000000 Penalty: 4531.959961
	Iteration 57Q: 3 clusters Score -1116559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1116564.500000 Penalty: 4531.959961
	Iteration 58Q: 3 clusters Score -1116564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1116569.625000 Penalty: 4531.959961
	Iteration 59Q: 3 clusters Score -1116570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1116577.000000 Penalty: 4531.959961
	Iteration 60F: 3 clusters Score -1116577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1116580.875000 Penalty: 4531.959961
	Iteration 61Q: 3 clusters Score -1116581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1116583.500000 Penalty: 4531.959961
	Iteration 62Q: 3 clusters Score -1116584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1116584.125000 Penalty: 4531.959961
	Iteration 63Q: 3 clusters Score -1116584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1116588.750000 Penalty: 4531.959961
	Iteration 64Q: 3 clusters Score -1116589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1116592.375000 Penalty: 4531.959961
	Iteration 65Q: 3 clusters Score -1116592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1116595.125000 Penalty: 4531.959961
	Iteration 66Q: 3 clusters Score -1116595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1116596.500000 Penalty: 4531.959961
	Iteration 67Q: 3 clusters Score -1116596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1116599.375000 Penalty: 4531.959961
	Iteration 68Q: 3 clusters Score -1116599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1116595.625000 Penalty: 4531.959961
	Iteration 69Q: 3 clusters Score -1116596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1116599.250000 Penalty: 4531.959961
	Iteration 70Q: 3 clusters Score -1116599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1116602.750000 Penalty: 4531.959961
	Iteration 71Q: 3 clusters Score -1116603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1116603.875000 Penalty: 4531.959961
	Iteration 72Q: 3 clusters Score -1116604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1116604.500000 Penalty: 4531.959961
	Iteration 73Q: 3 clusters Score -1116604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1116608.750000 Penalty: 4531.959961
	Iteration 74Q: 3 clusters Score -1116609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1116609.250000 Penalty: 4531.959961
	Iteration 75Q: 3 clusters Score -1116609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1116609.875000 Penalty: 4531.959961
	Iteration 76Q: 3 clusters Score -1116610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1116610.750000 Penalty: 4531.959961
	Iteration 77Q: 3 clusters Score -1116611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1116610.500000 Penalty: 4531.959961
	Iteration 78Q: 3 clusters Score -1116610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1116610.500000 Penalty: 4531.959961
	Iteration 79F: 3 clusters Score -1116610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Entering Unmasked Estep 
Score: -1735356.750000 Penalty: 2376.141113
	Iteration 0F: 2 clusters Score -1735357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1724853.250000 Penalty: 4752.282227
	Iteration 0F: 3 clusters Score -1724853 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1728284.625000 Penalty: 4752.282227
	Iteration 1F: 3 clusters Score -1728285 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1728775.500000 Penalty: 4752.282227
	Iteration 2F: 3 clusters Score -1728776 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1729228.500000 Penalty: 4752.282227
	Iteration 3F: 3 clusters Score -1729228 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1729591.375000 Penalty: 4752.282227
	Iteration 4F: 3 clusters Score -1729591 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1729912.125000 Penalty: 4752.282227
	Iteration 5Q: 3 clusters Score -1729912 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1730201.250000 Penalty: 4752.282227
	Iteration 6Q: 3 clusters Score -1730201 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1730434.750000 Penalty: 4752.282227
	Iteration 7Q: 3 clusters Score -1730435 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1730643.750000 Penalty: 4752.282227
	Iteration 8Q: 3 clusters Score -1730644 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1730845.750000 Penalty: 4752.282227
	Iteration 9Q: 3 clusters Score -1730846 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1731029.250000 Penalty: 4752.282227
	Iteration 10Q: 3 clusters Score -1731029 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1731193.500000 Penalty: 4752.282227
	Iteration 11Q: 3 clusters Score -1731194 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1731315.375000 Penalty: 4752.282227
	Iteration 12Q: 3 clusters Score -1731315 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1731418.000000 Penalty: 4752.282227
	Iteration 13Q: 3 clusters Score -1731418 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1731505.750000 Penalty: 4752.282227
	Iteration 14Q: 3 clusters Score -1731506 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1731577.125000 Penalty: 4752.282227
	Iteration 15Q: 3 clusters Score -1731577 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1731641.125000 Penalty: 4752.282227
	Iteration 16Q: 3 clusters Score -1731641 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1731691.500000 Penalty: 4752.282227
	Iteration 17Q: 3 clusters Score -1731692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1731732.875000 Penalty: 4752.282227
	Iteration 18Q: 3 clusters Score -1731733 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1731769.250000 Penalty: 4752.282227
	Iteration 19Q: 3 clusters Score -1731769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1731796.000000 Penalty: 4752.282227
	Iteration 20F: 3 clusters Score -1731796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1731831.500000 Penalty: 4752.282227
	Iteration 21Q: 3 clusters Score -1731832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1731871.250000 Penalty: 4752.282227
	Iteration 22Q: 3 clusters Score -1731871 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1731903.125000 Penalty: 4752.282227
	Iteration 23Q: 3 clusters Score -1731903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1731923.750000 Penalty: 4752.282227
	Iteration 24Q: 3 clusters Score -1731924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1731949.125000 Penalty: 4752.282227
	Iteration 25Q: 3 clusters Score -1731949 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1731972.250000 Penalty: 4752.282227
	Iteration 26Q: 3 clusters Score -1731972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1731995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1732015.250000 Penalty: 4752.282227
	Iteration 28Q: 3 clusters Score -1732015 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1732045.125000 Penalty: 4752.282227
	Iteration 29Q: 3 clusters Score -1732045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1732066.500000 Penalty: 4752.282227
	Iteration 30Q: 3 clusters Score -1732066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1732092.125000 Penalty: 4752.282227
	Iteration 31Q: 3 clusters Score -1732092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1732120.000000 Penalty: 4752.282227
	Iteration 32Q: 3 clusters Score -1732120 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1732146.625000 Penalty: 4752.282227
	Iteration 33Q: 3 clusters Score -1732147 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1732179.250000 Penalty: 4752.282227
	Iteration 34Q: 3 clusters Score -1732179 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1732203.375000 Penalty: 4752.282227
	Iteration 35Q: 3 clusters Score -1732203 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1732228.625000 Penalty: 4752.282227
	Iteration 36Q: 3 clusters Score -1732229 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1732262.000000 Penalty: 4752.282227
	Iteration 37Q: 3 clusters Score -1732262 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1732286.625000 Penalty: 4752.282227
	Iteration 38Q: 3 clusters Score -1732287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1732307.875000 Penalty: 4752.282227
	Iteration 39Q: 3 clusters Score -1732308 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1732323.000000 Penalty: 4752.282227
	Iteration 40F: 3 clusters Score -1732323 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1732348.750000 Penalty: 4752.282227
	Iteration 41Q: 3 clusters Score -1732349 nChanged 108
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1732371.125000 Penalty: 4752.282227
	Iteration 42Q: 3 clusters Score -1732371 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1732397.625000 Penalty: 4752.282227
	Iteration 43Q: 3 clusters Score -1732398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1732422.375000 Penalty: 4752.282227
	Iteration 44Q: 3 clusters Score -1732422 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1732444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1732451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1732468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1732492.250000 Penalty: 4752.282227
	Iteration 48Q: 3 clusters Score -1732492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1732524.250000 Penalty: 4752.282227
	Iteration 49Q: 3 clusters Score -1732524 nChanged 106
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Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1732554.250000 Penalty: 4752.282227
	Iteration 50Q: 3 clusters Score -1732554 nChanged 100
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Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1732581 nChanged 92
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Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1732608 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1732633 nChanged 128
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Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1732671.625000 Penalty: 4752.282227
	Iteration 54Q: 3 clusters Score -1732672 nChanged 111
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1732700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1732732.250000 Penalty: 4752.282227
	Iteration 56Q: 3 clusters Score -1732732 nChanged 105
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Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1732768 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1732823.500000 Penalty: 4752.282227
	Iteration 58Q: 3 clusters Score -1732824 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1732898 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1732994.375000 Penalty: 4752.282227
	Iteration 60F: 3 clusters Score -1732994 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1733097 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1733210 nChanged 213
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Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1733306 nChanged 213
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Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1733411 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1733525 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1733650 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1733774 nChanged 222
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Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1733894 nChanged 224
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Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1734014 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1734123.750000 Penalty: 4752.282227
	Iteration 70Q: 3 clusters Score -1734124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1734190.000000 Penalty: 4752.282227
	Iteration 71Q: 3 clusters Score -1734190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1734234.875000 Penalty: 4752.282227
	Iteration 72Q: 3 clusters Score -1734235 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1734265 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1734284.875000 Penalty: 4752.282227
	Iteration 74Q: 3 clusters Score -1734285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1734311.625000 Penalty: 4752.282227
	Iteration 75Q: 3 clusters Score -1734312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1734354 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6931 members 
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Entering Unmasked Estep 
Score: -1734375.250000 Penalty: 4752.282227
	Iteration 77Q: 3 clusters Score -1734375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1734394.500000 Penalty: 4752.282227
	Iteration 78Q: 3 clusters Score -1734394 nChanged 69
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Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1734414.250000 Penalty: 4752.282227
	Iteration 79Q: 3 clusters Score -1734414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1734448.250000 Penalty: 4752.282227
	Iteration 80F: 3 clusters Score -1734448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1734462 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6942 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1734480 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6945 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1734488 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6945 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1734494 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6947 members 
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Entering Unmasked Estep 
Score: -1734496.875000 Penalty: 4752.282227
	Iteration 85Q: 3 clusters Score -1734497 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6948 members 
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Entering Unmasked Estep 
Score: -1734501.250000 Penalty: 4752.282227
	Iteration 86Q: 3 clusters Score -1734501 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1734506.625000 Penalty: 4752.282227
	Iteration 87Q: 3 clusters Score -1734507 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1734507.625000 Penalty: 4752.282227
	Iteration 88Q: 3 clusters Score -1734508 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6968 members 
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Entering Unmasked Estep 
Score: -1734507.875000 Penalty: 4752.282227
	Iteration 89Q: 3 clusters Score -1734508 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1734513.375000 Penalty: 4752.282227
	Iteration 90Q: 3 clusters Score -1734513 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1734512.250000 Penalty: 4752.282227
	Iteration 91Q: 3 clusters Score -1734512 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1734514.375000 Penalty: 4752.282227
	Iteration 92Q: 3 clusters Score -1734514 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6982 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1734511 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6988 members 
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Entering Unmasked Estep 
Score: -1734519.750000 Penalty: 4752.282227
	Iteration 94Q: 3 clusters Score -1734520 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6990 members 
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Entering Unmasked Estep 
Score: -1734521.875000 Penalty: 4752.282227
	Iteration 95Q: 3 clusters Score -1734522 nChanged 19
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Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1734521 nChanged 16
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1734524 nChanged 18
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Entering Unmasked Estep 
Score: -1734531.250000 Penalty: 4752.282227
	Iteration 98Q: 3 clusters Score -1734531 nChanged 18
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Mstep: Class 1 contains 6991 members 
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Entering Unmasked Estep 
Score: -1734534.750000 Penalty: 4752.282227
	Iteration 99Q: 3 clusters Score -1734535 nChanged 8
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Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1734537.250000 Penalty: 4752.282227
	Iteration 100F: 3 clusters Score -1734537 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6986 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1734536 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1734538.000000 Penalty: 4752.282227
	Iteration 102Q: 3 clusters Score -1734538 nChanged 7
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Mstep: Class 1 contains 6983 members 
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	Iteration 103Q: 3 clusters Score -1734540 nChanged 4
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	Iteration 104Q: 3 clusters Score -1734540 nChanged 2
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	Iteration 105Q: 3 clusters Score -1734538 nChanged 3
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	Iteration 106Q: 3 clusters Score -1734536 nChanged 4
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Mstep: Class 1 contains 6988 members 
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	Iteration 107Q: 3 clusters Score -1734537 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1734539 nChanged 6
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Mstep: Class 1 contains 6996 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1734541 nChanged 7
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1734538 nChanged 10
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Mstep: Class 1 contains 7011 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1734545 nChanged 10
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Mstep: Class 1 contains 7019 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1734548 nChanged 8
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Mstep: Class 1 contains 7027 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1734545 nChanged 5
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Mstep: Class 1 contains 7032 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1734547 nChanged 3
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1734546 nChanged 2
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1734545 nChanged 4
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1734544 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1734545.875000 Penalty: 4752.282227
	Iteration 118Q: 3 clusters Score -1734546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1734541.500000 Penalty: 4752.282227
	Iteration 119Q: 3 clusters Score -1734542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1734541.375000 Penalty: 4752.282227
	Iteration 120F: 3 clusters Score -1734541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1734543.750000 Penalty: 4752.282227
	Iteration 121Q: 3 clusters Score -1734544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1734548.250000 Penalty: 4752.282227
	Iteration 122Q: 3 clusters Score -1734548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1734546.750000 Penalty: 4752.282227
	Iteration 123Q: 3 clusters Score -1734547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1734548.375000 Penalty: 4752.282227
	Iteration 124Q: 3 clusters Score -1734548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1734548.750000 Penalty: 4752.282227
	Iteration 125Q: 3 clusters Score -1734549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1734545.375000 Penalty: 4752.282227
	Iteration 126Q: 3 clusters Score -1734545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1734545.625000 Penalty: 4752.282227
	Iteration 127Q: 3 clusters Score -1734546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1734547.750000 Penalty: 4752.282227
	Iteration 128Q: 3 clusters Score -1734548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1734548.000000 Penalty: 4752.282227
	Iteration 129Q: 3 clusters Score -1734548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1734546.500000 Penalty: 4752.282227
	Iteration 130Q: 3 clusters Score -1734546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1734548.625000 Penalty: 4752.282227
	Iteration 131Q: 3 clusters Score -1734549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1734550.000000 Penalty: 4752.282227
	Iteration 132Q: 3 clusters Score -1734550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1734547.500000 Penalty: 4752.282227
	Iteration 133Q: 3 clusters Score -1734548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1734547.500000 Penalty: 4752.282227
	Iteration 134F: 3 clusters Score -1734548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Entering Unmasked Estep 
Score: -2061992.875000 Penalty: 2419.797363
	Iteration 0F: 2 clusters Score -2061993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2049715.750000 Penalty: 4839.594727
	Iteration 0F: 3 clusters Score -2049716 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2054029.875000 Penalty: 4839.594727
	Iteration 1F: 3 clusters Score -2054030 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2054691.375000 Penalty: 4839.594727
	Iteration 2F: 3 clusters Score -2054691 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2055426.125000 Penalty: 4839.594727
	Iteration 3F: 3 clusters Score -2055426 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2056290.125000 Penalty: 4839.594727
	Iteration 4F: 3 clusters Score -2056290 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2057158.875000 Penalty: 4839.594727
	Iteration 5F: 3 clusters Score -2057159 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2057833.875000 Penalty: 4839.594727
	Iteration 6F: 3 clusters Score -2057834 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2058322.000000 Penalty: 4839.594727
	Iteration 7Q: 3 clusters Score -2058322 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2058646.125000 Penalty: 4839.594727
	Iteration 8Q: 3 clusters Score -2058646 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2058885.875000 Penalty: 4839.594727
	Iteration 9Q: 3 clusters Score -2058886 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2059072.750000 Penalty: 4839.594727
	Iteration 10Q: 3 clusters Score -2059073 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2059216.000000 Penalty: 4839.594727
	Iteration 11Q: 3 clusters Score -2059216 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2059350.625000 Penalty: 4839.594727
	Iteration 12Q: 3 clusters Score -2059351 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2059435.625000 Penalty: 4839.594727
	Iteration 13Q: 3 clusters Score -2059436 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2059510.125000 Penalty: 4839.594727
	Iteration 14Q: 3 clusters Score -2059510 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2059580.000000 Penalty: 4839.594727
	Iteration 15Q: 3 clusters Score -2059580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2059644.875000 Penalty: 4839.594727
	Iteration 16Q: 3 clusters Score -2059645 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2059703.375000 Penalty: 4839.594727
	Iteration 17Q: 3 clusters Score -2059703 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2059762.750000 Penalty: 4839.594727
	Iteration 18Q: 3 clusters Score -2059763 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2059828.500000 Penalty: 4839.594727
	Iteration 19Q: 3 clusters Score -2059828 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2059886.750000 Penalty: 4839.594727
	Iteration 20F: 3 clusters Score -2059887 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2059952.125000 Penalty: 4839.594727
	Iteration 21Q: 3 clusters Score -2059952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2060006.875000 Penalty: 4839.594727
	Iteration 22Q: 3 clusters Score -2060007 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2060058.500000 Penalty: 4839.594727
	Iteration 23Q: 3 clusters Score -2060058 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2060095.500000 Penalty: 4839.594727
	Iteration 24Q: 3 clusters Score -2060096 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2060125.750000 Penalty: 4839.594727
	Iteration 25Q: 3 clusters Score -2060126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2060139.375000 Penalty: 4839.594727
	Iteration 26Q: 3 clusters Score -2060139 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2060162.500000 Penalty: 4839.594727
	Iteration 27Q: 3 clusters Score -2060162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2060185.375000 Penalty: 4839.594727
	Iteration 28Q: 3 clusters Score -2060185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2060198.125000 Penalty: 4839.594727
	Iteration 29Q: 3 clusters Score -2060198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2060212.375000 Penalty: 4839.594727
	Iteration 30Q: 3 clusters Score -2060212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2060230.625000 Penalty: 4839.594727
	Iteration 31Q: 3 clusters Score -2060231 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2060246.250000 Penalty: 4839.594727
	Iteration 32Q: 3 clusters Score -2060246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2060264.375000 Penalty: 4839.594727
	Iteration 33Q: 3 clusters Score -2060264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2060282.125000 Penalty: 4839.594727
	Iteration 34Q: 3 clusters Score -2060282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2060300.000000 Penalty: 4839.594727
	Iteration 35Q: 3 clusters Score -2060300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2060318.125000 Penalty: 4839.594727
	Iteration 36Q: 3 clusters Score -2060318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2060340.000000 Penalty: 4839.594727
	Iteration 37Q: 3 clusters Score -2060340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2060349.250000 Penalty: 4839.594727
	Iteration 38Q: 3 clusters Score -2060349 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2060366.125000 Penalty: 4839.594727
	Iteration 39Q: 3 clusters Score -2060366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2060384.875000 Penalty: 4839.594727
	Iteration 40F: 3 clusters Score -2060385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2060409.875000 Penalty: 4839.594727
	Iteration 41Q: 3 clusters Score -2060410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2060438.500000 Penalty: 4839.594727
	Iteration 42Q: 3 clusters Score -2060438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2060462.125000 Penalty: 4839.594727
	Iteration 43Q: 3 clusters Score -2060462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2060490.750000 Penalty: 4839.594727
	Iteration 44Q: 3 clusters Score -2060491 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2060511.000000 Penalty: 4839.594727
	Iteration 45Q: 3 clusters Score -2060511 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2060533.000000 Penalty: 4839.594727
	Iteration 46Q: 3 clusters Score -2060533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2060555.000000 Penalty: 4839.594727
	Iteration 47Q: 3 clusters Score -2060555 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2060571.375000 Penalty: 4839.594727
	Iteration 48Q: 3 clusters Score -2060571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2060592.250000 Penalty: 4839.594727
	Iteration 49Q: 3 clusters Score -2060592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2060610.250000 Penalty: 4839.594727
	Iteration 50Q: 3 clusters Score -2060610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2060638.625000 Penalty: 4839.594727
	Iteration 51Q: 3 clusters Score -2060639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2060652.375000 Penalty: 4839.594727
	Iteration 52Q: 3 clusters Score -2060652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2060677.375000 Penalty: 4839.594727
	Iteration 53Q: 3 clusters Score -2060677 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2060697.375000 Penalty: 4839.594727
	Iteration 54Q: 3 clusters Score -2060697 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2060723.250000 Penalty: 4839.594727
	Iteration 55Q: 3 clusters Score -2060723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2060741.625000 Penalty: 4839.594727
	Iteration 56Q: 3 clusters Score -2060742 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2060767.000000 Penalty: 4839.594727
	Iteration 57Q: 3 clusters Score -2060767 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2060780.625000 Penalty: 4839.594727
	Iteration 58Q: 3 clusters Score -2060781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2060804.625000 Penalty: 4839.594727
	Iteration 59Q: 3 clusters Score -2060805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2060823.750000 Penalty: 4839.594727
	Iteration 60F: 3 clusters Score -2060824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2060844.125000 Penalty: 4839.594727
	Iteration 61Q: 3 clusters Score -2060844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2060855.250000 Penalty: 4839.594727
	Iteration 62Q: 3 clusters Score -2060855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2060861.000000 Penalty: 4839.594727
	Iteration 63Q: 3 clusters Score -2060861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2060865.250000 Penalty: 4839.594727
	Iteration 64Q: 3 clusters Score -2060865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2060868.750000 Penalty: 4839.594727
	Iteration 65Q: 3 clusters Score -2060869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2060880.250000 Penalty: 4839.594727
	Iteration 66Q: 3 clusters Score -2060880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2060884.125000 Penalty: 4839.594727
	Iteration 67Q: 3 clusters Score -2060884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2060891.875000 Penalty: 4839.594727
	Iteration 68Q: 3 clusters Score -2060892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2060900.625000 Penalty: 4839.594727
	Iteration 69Q: 3 clusters Score -2060901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2060909.000000 Penalty: 4839.594727
	Iteration 70Q: 3 clusters Score -2060909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2060913.250000 Penalty: 4839.594727
	Iteration 71Q: 3 clusters Score -2060913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2060917.500000 Penalty: 4839.594727
	Iteration 72Q: 3 clusters Score -2060918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2060925.000000 Penalty: 4839.594727
	Iteration 73Q: 3 clusters Score -2060925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2060925.375000 Penalty: 4839.594727
	Iteration 74Q: 3 clusters Score -2060925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2060932.875000 Penalty: 4839.594727
	Iteration 75Q: 3 clusters Score -2060933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2060935.875000 Penalty: 4839.594727
	Iteration 76Q: 3 clusters Score -2060936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2060939.875000 Penalty: 4839.594727
	Iteration 77Q: 3 clusters Score -2060940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2060936.000000 Penalty: 4839.594727
	Iteration 78Q: 3 clusters Score -2060936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2060940.125000 Penalty: 4839.594727
	Iteration 79Q: 3 clusters Score -2060940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2060946.250000 Penalty: 4839.594727
	Iteration 80F: 3 clusters Score -2060946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2060948.750000 Penalty: 4839.594727
	Iteration 81Q: 3 clusters Score -2060949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2060951.125000 Penalty: 4839.594727
	Iteration 82Q: 3 clusters Score -2060951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2060952.625000 Penalty: 4839.594727
	Iteration 83Q: 3 clusters Score -2060953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2060946.750000 Penalty: 4839.594727
	Iteration 84Q: 3 clusters Score -2060947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2060949.500000 Penalty: 4839.594727
	Iteration 85Q: 3 clusters Score -2060950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2060949.375000 Penalty: 4839.594727
	Iteration 86Q: 3 clusters Score -2060949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2060945.000000 Penalty: 4839.594727
	Iteration 87Q: 3 clusters Score -2060945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2060948.875000 Penalty: 4839.594727
	Iteration 88Q: 3 clusters Score -2060949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2060951.250000 Penalty: 4839.594727
	Iteration 89Q: 3 clusters Score -2060951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2060949.000000 Penalty: 4839.594727
	Iteration 90Q: 3 clusters Score -2060949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2060949.625000 Penalty: 4839.594727
	Iteration 91Q: 3 clusters Score -2060950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2060954.625000 Penalty: 4839.594727
	Iteration 92Q: 3 clusters Score -2060955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2060954.625000 Penalty: 4839.594727
	Iteration 93Q: 3 clusters Score -2060955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2060955.625000 Penalty: 4839.594727
	Iteration 94Q: 3 clusters Score -2060956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2060952.875000 Penalty: 4839.594727
	Iteration 95Q: 3 clusters Score -2060953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2060958.125000 Penalty: 4839.594727
	Iteration 96Q: 3 clusters Score -2060958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2060958.375000 Penalty: 4839.594727
	Iteration 97Q: 3 clusters Score -2060958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2060954.000000 Penalty: 4839.594727
	Iteration 98Q: 3 clusters Score -2060954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2060956.875000 Penalty: 4839.594727
	Iteration 99Q: 3 clusters Score -2060957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2060959.250000 Penalty: 4839.594727
	Iteration 100F: 3 clusters Score -2060959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2060961.375000 Penalty: 4839.594727
	Iteration 101Q: 3 clusters Score -2060961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2060958.750000 Penalty: 4839.594727
	Iteration 102Q: 3 clusters Score -2060959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2060958.750000 Penalty: 4839.594727
	Iteration 103F: 3 clusters Score -2060959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -404425.062500 Penalty: 2024.939575
	Iteration 0F: 2 clusters Score -404425.1 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 1776 members 
Entering Unmasked Estep 
Score: -400842.062500 Penalty: 4049.879150
	Iteration 0F: 3 clusters Score -400842.1 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -401663.593750 Penalty: 4049.879150
	Iteration 1F: 3 clusters Score -401663.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -401886.156250 Penalty: 4049.879150
	Iteration 2F: 3 clusters Score -401886.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -402031.000000 Penalty: 4049.879150
	Iteration 3F: 3 clusters Score -402031 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -402126.187500 Penalty: 4049.879150
	Iteration 4Q: 3 clusters Score -402126.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -402174.437500 Penalty: 4049.879150
	Iteration 5Q: 3 clusters Score -402174.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -402216.406250 Penalty: 4049.879150
	Iteration 6Q: 3 clusters Score -402216.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -402247.187500 Penalty: 4049.879150
	Iteration 7Q: 3 clusters Score -402247.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402265.593750 Penalty: 4049.879150
	Iteration 8Q: 3 clusters Score -402265.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -402279.093750 Penalty: 4049.879150
	Iteration 9Q: 3 clusters Score -402279.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -402298.500000 Penalty: 4049.879150
	Iteration 10Q: 3 clusters Score -402298.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -402319.593750 Penalty: 4049.879150
	Iteration 11Q: 3 clusters Score -402319.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -402334.218750 Penalty: 4049.879150
	Iteration 12Q: 3 clusters Score -402334.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -402348.812500 Penalty: 4049.879150
	Iteration 13Q: 3 clusters Score -402348.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402362.125000 Penalty: 4049.879150
	Iteration 14Q: 3 clusters Score -402362.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -402373.187500 Penalty: 4049.879150
	Iteration 15Q: 3 clusters Score -402373.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -402388.312500 Penalty: 4049.879150
	Iteration 16Q: 3 clusters Score -402388.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -402406.312500 Penalty: 4049.879150
	Iteration 17Q: 3 clusters Score -402406.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -402420.500000 Penalty: 4049.879150
	Iteration 18Q: 3 clusters Score -402420.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -402432.437500 Penalty: 4049.879150
	Iteration 19Q: 3 clusters Score -402432.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -402440.531250 Penalty: 4049.879150
	Iteration 20F: 3 clusters Score -402440.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -402452.656250 Penalty: 4049.879150
	Iteration 21Q: 3 clusters Score -402452.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -402466.500000 Penalty: 4049.879150
	Iteration 22Q: 3 clusters Score -402466.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402480.843750 Penalty: 4049.879150
	Iteration 23Q: 3 clusters Score -402480.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -402492.156250 Penalty: 4049.879150
	Iteration 24Q: 3 clusters Score -402492.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -402504.187500 Penalty: 4049.879150
	Iteration 25Q: 3 clusters Score -402504.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -402515.656250 Penalty: 4049.879150
	Iteration 26Q: 3 clusters Score -402515.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -402526.843750 Penalty: 4049.879150
	Iteration 27Q: 3 clusters Score -402526.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -402540.218750 Penalty: 4049.879150
	Iteration 28Q: 3 clusters Score -402540.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -402549.687500 Penalty: 4049.879150
	Iteration 29Q: 3 clusters Score -402549.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -402558.281250 Penalty: 4049.879150
	Iteration 30Q: 3 clusters Score -402558.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -402563.968750 Penalty: 4049.879150
	Iteration 31Q: 3 clusters Score -402564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -402568.562500 Penalty: 4049.879150
	Iteration 32Q: 3 clusters Score -402568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -402573.375000 Penalty: 4049.879150
	Iteration 33Q: 3 clusters Score -402573.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -402578.593750 Penalty: 4049.879150
	Iteration 34Q: 3 clusters Score -402578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -402583.593750 Penalty: 4049.879150
	Iteration 35Q: 3 clusters Score -402583.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -402587.375000 Penalty: 4049.879150
	Iteration 36Q: 3 clusters Score -402587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -402590.656250 Penalty: 4049.879150
	Iteration 37Q: 3 clusters Score -402590.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -402593.750000 Penalty: 4049.879150
	Iteration 38Q: 3 clusters Score -402593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -402596.656250 Penalty: 4049.879150
	Iteration 39Q: 3 clusters Score -402596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -402600.281250 Penalty: 4049.879150
	Iteration 40F: 3 clusters Score -402600.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -402606.218750 Penalty: 4049.879150
	Iteration 41Q: 3 clusters Score -402606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -402608.906250 Penalty: 4049.879150
	Iteration 42Q: 3 clusters Score -402608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -402610.750000 Penalty: 4049.879150
	Iteration 43Q: 3 clusters Score -402610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -402612.281250 Penalty: 4049.879150
	Iteration 44Q: 3 clusters Score -402612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -402614.125000 Penalty: 4049.879150
	Iteration 45Q: 3 clusters Score -402614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -402615.250000 Penalty: 4049.879150
	Iteration 46Q: 3 clusters Score -402615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -402615.718750 Penalty: 4049.879150
	Iteration 47Q: 3 clusters Score -402615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -402617.062500 Penalty: 4049.879150
	Iteration 48Q: 3 clusters Score -402617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -402617.281250 Penalty: 4049.879150
	Iteration 49Q: 3 clusters Score -402617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -402617.218750 Penalty: 4049.879150
	Iteration 50Q: 3 clusters Score -402617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -402617.187500 Penalty: 4049.879150
	Iteration 51Q: 3 clusters Score -402617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -402617.656250 Penalty: 4049.879150
	Iteration 52Q: 3 clusters Score -402617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -402617.656250 Penalty: 4049.879150
	Iteration 53F: 3 clusters Score -402617.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -445235.000000 Penalty: 2052.293213
	Iteration 0F: 2 clusters Score -445235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -441396.062500 Penalty: 4104.586426
	Iteration 0F: 3 clusters Score -441396.1 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -442408.531250 Penalty: 4104.586426
	Iteration 1F: 3 clusters Score -442408.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -442748.156250 Penalty: 4104.586426
	Iteration 2F: 3 clusters Score -442748.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -443007.812500 Penalty: 4104.586426
	Iteration 3F: 3 clusters Score -443007.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -443237.125000 Penalty: 4104.586426
	Iteration 4F: 3 clusters Score -443237.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -443413.218750 Penalty: 4104.586426
	Iteration 5Q: 3 clusters Score -443413.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -443569.468750 Penalty: 4104.586426
	Iteration 6Q: 3 clusters Score -443569.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -443688.812500 Penalty: 4104.586426
	Iteration 7Q: 3 clusters Score -443688.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -443781.312500 Penalty: 4104.586426
	Iteration 8Q: 3 clusters Score -443781.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -443832.218750 Penalty: 4104.586426
	Iteration 9Q: 3 clusters Score -443832.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -443868.187500 Penalty: 4104.586426
	Iteration 10Q: 3 clusters Score -443868.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -443896.187500 Penalty: 4104.586426
	Iteration 11Q: 3 clusters Score -443896.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -443920.718750 Penalty: 4104.586426
	Iteration 12Q: 3 clusters Score -443920.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -443938.937500 Penalty: 4104.586426
	Iteration 13Q: 3 clusters Score -443938.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -443948.406250 Penalty: 4104.586426
	Iteration 14Q: 3 clusters Score -443948.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -443958.875000 Penalty: 4104.586426
	Iteration 15Q: 3 clusters Score -443958.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -443968.218750 Penalty: 4104.586426
	Iteration 16Q: 3 clusters Score -443968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -443974.843750 Penalty: 4104.586426
	Iteration 17Q: 3 clusters Score -443974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -443982.125000 Penalty: 4104.586426
	Iteration 18Q: 3 clusters Score -443982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -443988.218750 Penalty: 4104.586426
	Iteration 19Q: 3 clusters Score -443988.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -443992.750000 Penalty: 4104.586426
	Iteration 20F: 3 clusters Score -443992.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -443997.625000 Penalty: 4104.586426
	Iteration 21Q: 3 clusters Score -443997.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -444006.812500 Penalty: 4104.586426
	Iteration 22Q: 3 clusters Score -444006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -444014.750000 Penalty: 4104.586426
	Iteration 23Q: 3 clusters Score -444014.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -444019.000000 Penalty: 4104.586426
	Iteration 24Q: 3 clusters Score -444019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -444022.281250 Penalty: 4104.586426
	Iteration 25Q: 3 clusters Score -444022.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -444025.468750 Penalty: 4104.586426
	Iteration 26Q: 3 clusters Score -444025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -444027.531250 Penalty: 4104.586426
	Iteration 27Q: 3 clusters Score -444027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -444029.531250 Penalty: 4104.586426
	Iteration 28Q: 3 clusters Score -444029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -444031.812500 Penalty: 4104.586426
	Iteration 29Q: 3 clusters Score -444031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -444033.312500 Penalty: 4104.586426
	Iteration 30Q: 3 clusters Score -444033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -444035.875000 Penalty: 4104.586426
	Iteration 31Q: 3 clusters Score -444035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -444037.062500 Penalty: 4104.586426
	Iteration 32Q: 3 clusters Score -444037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -444038.750000 Penalty: 4104.586426
	Iteration 33Q: 3 clusters Score -444038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -444038.937500 Penalty: 4104.586426
	Iteration 34Q: 3 clusters Score -444038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -444041.718750 Penalty: 4104.586426
	Iteration 35Q: 3 clusters Score -444041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -444043.937500 Penalty: 4104.586426
	Iteration 36Q: 3 clusters Score -444043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444047.937500 Penalty: 4104.586426
	Iteration 37Q: 3 clusters Score -444047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -444051.625000 Penalty: 4104.586426
	Iteration 38Q: 3 clusters Score -444051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -444051.812500 Penalty: 4104.586426
	Iteration 39Q: 3 clusters Score -444051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -444053.750000 Penalty: 4104.586426
	Iteration 40F: 3 clusters Score -444053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -444054.093750 Penalty: 4104.586426
	Iteration 41Q: 3 clusters Score -444054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -444055.093750 Penalty: 4104.586426
	Iteration 42Q: 3 clusters Score -444055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -444055.468750 Penalty: 4104.586426
	Iteration 43Q: 3 clusters Score -444055.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -444055.468750 Penalty: 4104.586426
	Iteration 44F: 3 clusters Score -444055.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -44113.339844 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -44113.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42725.644531 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -42725.64 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43104.339844 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43104.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43356.390625 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43356.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43499.328125 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -43499.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43691.968750 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -43691.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43828.664062 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -43828.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43889.851562 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -43889.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43959.820312 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -43959.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44020.535156 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44020.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44030.898438 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44032.300781 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44033.402344 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44033.402344 Penalty: 3019.040283
	Iteration 12F: 3 clusters Score -44033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Entering Unmasked Estep 
Score: -1522818.375000 Penalty: 2341.204346
	Iteration 0F: 2 clusters Score -1522818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1513561.500000 Penalty: 4682.408691
	Iteration 0F: 3 clusters Score -1513562 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1516388.000000 Penalty: 4682.408691
	Iteration 1F: 3 clusters Score -1516388 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1516690.500000 Penalty: 4682.408691
	Iteration 2F: 3 clusters Score -1516690 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1516886.000000 Penalty: 4682.408691
	Iteration 3Q: 3 clusters Score -1516886 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1517033.500000 Penalty: 4682.408691
	Iteration 4Q: 3 clusters Score -1517034 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1517142.125000 Penalty: 4682.408691
	Iteration 5Q: 3 clusters Score -1517142 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1517236.000000 Penalty: 4682.408691
	Iteration 6Q: 3 clusters Score -1517236 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1517308.250000 Penalty: 4682.408691
	Iteration 7Q: 3 clusters Score -1517308 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1517383.250000 Penalty: 4682.408691
	Iteration 8Q: 3 clusters Score -1517383 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1517456.875000 Penalty: 4682.408691
	Iteration 9Q: 3 clusters Score -1517457 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1517526.875000 Penalty: 4682.408691
	Iteration 10Q: 3 clusters Score -1517527 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1517612.375000 Penalty: 4682.408691
	Iteration 11Q: 3 clusters Score -1517612 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1517684.750000 Penalty: 4682.408691
	Iteration 12Q: 3 clusters Score -1517685 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1517780.375000 Penalty: 4682.408691
	Iteration 13Q: 3 clusters Score -1517780 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1517895.500000 Penalty: 4682.408691
	Iteration 14Q: 3 clusters Score -1517896 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1518037.875000 Penalty: 4682.408691
	Iteration 15Q: 3 clusters Score -1518038 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1518192.875000 Penalty: 4682.408691
	Iteration 16Q: 3 clusters Score -1518193 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1518370.750000 Penalty: 4682.408691
	Iteration 17Q: 3 clusters Score -1518371 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1518546.625000 Penalty: 4682.408691
	Iteration 18Q: 3 clusters Score -1518547 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1518768.875000 Penalty: 4682.408691
	Iteration 19Q: 3 clusters Score -1518769 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1519025.375000 Penalty: 4682.408691
	Iteration 20F: 3 clusters Score -1519025 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1519302.125000 Penalty: 4682.408691
	Iteration 21Q: 3 clusters Score -1519302 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1519576.000000 Penalty: 4682.408691
	Iteration 22Q: 3 clusters Score -1519576 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1519830.875000 Penalty: 4682.408691
	Iteration 23Q: 3 clusters Score -1519831 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1520018.500000 Penalty: 4682.408691
	Iteration 24Q: 3 clusters Score -1520018 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1520201.000000 Penalty: 4682.408691
	Iteration 25Q: 3 clusters Score -1520201 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1520349.375000 Penalty: 4682.408691
	Iteration 26Q: 3 clusters Score -1520349 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1520447.125000 Penalty: 4682.408691
	Iteration 27Q: 3 clusters Score -1520447 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1520523.750000 Penalty: 4682.408691
	Iteration 28Q: 3 clusters Score -1520524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1520593.125000 Penalty: 4682.408691
	Iteration 29Q: 3 clusters Score -1520593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1520638.750000 Penalty: 4682.408691
	Iteration 30Q: 3 clusters Score -1520639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1520675.750000 Penalty: 4682.408691
	Iteration 31Q: 3 clusters Score -1520676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1520704.125000 Penalty: 4682.408691
	Iteration 32Q: 3 clusters Score -1520704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1520718.750000 Penalty: 4682.408691
	Iteration 33Q: 3 clusters Score -1520719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1520732.375000 Penalty: 4682.408691
	Iteration 34Q: 3 clusters Score -1520732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1520750.375000 Penalty: 4682.408691
	Iteration 35Q: 3 clusters Score -1520750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1520765.000000 Penalty: 4682.408691
	Iteration 36Q: 3 clusters Score -1520765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1520773.500000 Penalty: 4682.408691
	Iteration 37Q: 3 clusters Score -1520774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1520778.125000 Penalty: 4682.408691
	Iteration 38Q: 3 clusters Score -1520778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1520780.875000 Penalty: 4682.408691
	Iteration 39Q: 3 clusters Score -1520781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1520783.250000 Penalty: 4682.408691
	Iteration 40F: 3 clusters Score -1520783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1520785.125000 Penalty: 4682.408691
	Iteration 41Q: 3 clusters Score -1520785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1520788.000000 Penalty: 4682.408691
	Iteration 42Q: 3 clusters Score -1520788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1520788.750000 Penalty: 4682.408691
	Iteration 43Q: 3 clusters Score -1520789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1520787.750000 Penalty: 4682.408691
	Iteration 44Q: 3 clusters Score -1520788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1520790.250000 Penalty: 4682.408691
	Iteration 45Q: 3 clusters Score -1520790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1520791.500000 Penalty: 4682.408691
	Iteration 46Q: 3 clusters Score -1520792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1520794.000000 Penalty: 4682.408691
	Iteration 47Q: 3 clusters Score -1520794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1520799.125000 Penalty: 4682.408691
	Iteration 48Q: 3 clusters Score -1520799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1520804.125000 Penalty: 4682.408691
	Iteration 49Q: 3 clusters Score -1520804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1520805.500000 Penalty: 4682.408691
	Iteration 50Q: 3 clusters Score -1520806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1520805.500000 Penalty: 4682.408691
	Iteration 51F: 3 clusters Score -1520806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Entering Unmasked Estep 
Score: -1203132.625000 Penalty: 2279.861572
	Iteration 0F: 2 clusters Score -1203133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1195637.500000 Penalty: 4559.723145
	Iteration 0F: 3 clusters Score -1195638 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1197916.625000 Penalty: 4559.723145
	Iteration 1F: 3 clusters Score -1197917 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1198369.875000 Penalty: 4559.723145
	Iteration 2F: 3 clusters Score -1198370 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1198752.750000 Penalty: 4559.723145
	Iteration 3F: 3 clusters Score -1198753 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1199128.625000 Penalty: 4559.723145
	Iteration 4F: 3 clusters Score -1199129 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1199501.500000 Penalty: 4559.723145
	Iteration 5F: 3 clusters Score -1199502 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1199839.750000 Penalty: 4559.723145
	Iteration 6F: 3 clusters Score -1199840 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1200117.500000 Penalty: 4559.723145
	Iteration 7Q: 3 clusters Score -1200118 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1200365.000000 Penalty: 4559.723145
	Iteration 8Q: 3 clusters Score -1200365 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1200555.750000 Penalty: 4559.723145
	Iteration 9Q: 3 clusters Score -1200556 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1200723.250000 Penalty: 4559.723145
	Iteration 10Q: 3 clusters Score -1200723 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1200826.625000 Penalty: 4559.723145
	Iteration 11Q: 3 clusters Score -1200827 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1200905.875000 Penalty: 4559.723145
	Iteration 12Q: 3 clusters Score -1200906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1200979.500000 Penalty: 4559.723145
	Iteration 13Q: 3 clusters Score -1200980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1201044.750000 Penalty: 4559.723145
	Iteration 14Q: 3 clusters Score -1201045 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1201096.750000 Penalty: 4559.723145
	Iteration 15Q: 3 clusters Score -1201097 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1201142.625000 Penalty: 4559.723145
	Iteration 16Q: 3 clusters Score -1201143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1201179.875000 Penalty: 4559.723145
	Iteration 17Q: 3 clusters Score -1201180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1201207.125000 Penalty: 4559.723145
	Iteration 18Q: 3 clusters Score -1201207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1201227.125000 Penalty: 4559.723145
	Iteration 19Q: 3 clusters Score -1201227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1201254.125000 Penalty: 4559.723145
	Iteration 20F: 3 clusters Score -1201254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1201278.875000 Penalty: 4559.723145
	Iteration 21Q: 3 clusters Score -1201279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1201298.250000 Penalty: 4559.723145
	Iteration 22Q: 3 clusters Score -1201298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1201314.250000 Penalty: 4559.723145
	Iteration 23Q: 3 clusters Score -1201314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1201332.250000 Penalty: 4559.723145
	Iteration 24Q: 3 clusters Score -1201332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1201340.500000 Penalty: 4559.723145
	Iteration 25Q: 3 clusters Score -1201340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1201349.875000 Penalty: 4559.723145
	Iteration 26Q: 3 clusters Score -1201350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1201354.250000 Penalty: 4559.723145
	Iteration 27Q: 3 clusters Score -1201354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1201356.500000 Penalty: 4559.723145
	Iteration 28Q: 3 clusters Score -1201356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1201361.375000 Penalty: 4559.723145
	Iteration 29Q: 3 clusters Score -1201361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1201362.250000 Penalty: 4559.723145
	Iteration 30Q: 3 clusters Score -1201362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1201365.250000 Penalty: 4559.723145
	Iteration 31Q: 3 clusters Score -1201365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1201367.250000 Penalty: 4559.723145
	Iteration 32Q: 3 clusters Score -1201367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1201372.875000 Penalty: 4559.723145
	Iteration 33Q: 3 clusters Score -1201373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1201374.500000 Penalty: 4559.723145
	Iteration 34Q: 3 clusters Score -1201374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1201380.875000 Penalty: 4559.723145
	Iteration 35Q: 3 clusters Score -1201381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1201382.125000 Penalty: 4559.723145
	Iteration 36Q: 3 clusters Score -1201382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1201387.875000 Penalty: 4559.723145
	Iteration 37Q: 3 clusters Score -1201388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1201388.625000 Penalty: 4559.723145
	Iteration 38Q: 3 clusters Score -1201389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1201388.625000 Penalty: 4559.723145
	Iteration 39Q: 3 clusters Score -1201389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1201391.000000 Penalty: 4559.723145
	Iteration 40F: 3 clusters Score -1201391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1201390.250000 Penalty: 4559.723145
	Iteration 41Q: 3 clusters Score -1201390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1201390.250000 Penalty: 4559.723145
	Iteration 42F: 3 clusters Score -1201390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (175280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175280 members 
Entering Unmasked Estep 
Score: -21738610.000000 Penalty: 2994.386719
	Iteration 0F: 2 clusters Score -2.173861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -21623448.000000 Penalty: 5988.773438
	Iteration 0F: 3 clusters Score -2.162345e+07 nChanged 84039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -21672570.000000 Penalty: 5988.773438
	Iteration 1F: 3 clusters Score -2.167257e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -21674932.000000 Penalty: 5988.773438
	Iteration 2Q: 3 clusters Score -2.167493e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -21679032.000000 Penalty: 5988.773438
	Iteration 3F: 3 clusters Score -2.167903e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -21685782.000000 Penalty: 5988.773438
	Iteration 4F: 3 clusters Score -2.168578e+07 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -21695344.000000 Penalty: 5988.773438
	Iteration 5F: 3 clusters Score -2.169534e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 132557 members 
Entering Unmasked Estep 
Score: -21705452.000000 Penalty: 5988.773438
	Iteration 6F: 3 clusters Score -2.170545e+07 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 143106 members 
Entering Unmasked Estep 
Score: -21713954.000000 Penalty: 5988.773438
	Iteration 7F: 3 clusters Score -2.171395e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -21720582.000000 Penalty: 5988.773438
	Iteration 8F: 3 clusters Score -2.172058e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -21725846.000000 Penalty: 5988.773438
	Iteration 9Q: 3 clusters Score -2.172585e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 165558 members 
Entering Unmasked Estep 
Score: -21729758.000000 Penalty: 5988.773438
	Iteration 10Q: 3 clusters Score -2.172976e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 169680 members 
Entering Unmasked Estep 
Score: -21732396.000000 Penalty: 5988.773438
	Iteration 11Q: 3 clusters Score -2.17324e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 172264 members 
Entering Unmasked Estep 
Score: -21734144.000000 Penalty: 5988.773438
	Iteration 12Q: 3 clusters Score -2.173414e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -21735092.000000 Penalty: 5988.773438
	Iteration 13Q: 3 clusters Score -2.173509e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 174292 members 
Entering Unmasked Estep 
Score: -21735570.000000 Penalty: 5988.773438
	Iteration 14Q: 3 clusters Score -2.173557e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 174560 members 
Entering Unmasked Estep 
Score: -21735760.000000 Penalty: 5988.773438
	Iteration 15Q: 3 clusters Score -2.173576e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 174684 members 
Entering Unmasked Estep 
Score: -21735894.000000 Penalty: 5988.773438
	Iteration 16Q: 3 clusters Score -2.173589e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 174761 members 
Entering Unmasked Estep 
Score: -21735970.000000 Penalty: 5988.773438
	Iteration 17Q: 3 clusters Score -2.173597e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -21736002.000000 Penalty: 5988.773438
	Iteration 18Q: 3 clusters Score -2.1736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 174824 members 
Entering Unmasked Estep 
Score: -21735996.000000 Penalty: 5988.773438
	Iteration 19Q: 3 clusters Score -2.1736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -21736006.000000 Penalty: 5988.773438
	Iteration 20F: 3 clusters Score -2.173601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -21736016.000000 Penalty: 5988.773438
	Iteration 21Q: 3 clusters Score -2.173602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 174844 members 
Entering Unmasked Estep 
Score: -21736024.000000 Penalty: 5988.773438
	Iteration 22Q: 3 clusters Score -2.173602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -21736030.000000 Penalty: 5988.773438
	Iteration 23Q: 3 clusters Score -2.173603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -21736040.000000 Penalty: 5988.773438
	Iteration 24Q: 3 clusters Score -2.173604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 174859 members 
Entering Unmasked Estep 
Score: -21736056.000000 Penalty: 5988.773438
	Iteration 25Q: 3 clusters Score -2.173606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -21736064.000000 Penalty: 5988.773438
	Iteration 26Q: 3 clusters Score -2.173606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 174862 members 
Entering Unmasked Estep 
Score: -21736064.000000 Penalty: 5988.773438
	Iteration 27Q: 3 clusters Score -2.173606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -21736064.000000 Penalty: 5988.773438
	Iteration 28Q: 3 clusters Score -2.173606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -21736056.000000 Penalty: 5988.773438
	Iteration 29Q: 3 clusters Score -2.173606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 174863 members 
Entering Unmasked Estep 
Score: -21736068.000000 Penalty: 5988.773438
	Iteration 30Q: 3 clusters Score -2.173607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 174863 members 
Entering Unmasked Estep 
Score: -21736078.000000 Penalty: 5988.773438
	Iteration 31Q: 3 clusters Score -2.173608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 174863 members 
Entering Unmasked Estep 
Score: -21736078.000000 Penalty: 5988.773438
	Iteration 32Q: 3 clusters Score -2.173608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -21736068.000000 Penalty: 5988.773438
	Iteration 33Q: 3 clusters Score -2.173607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -21736068.000000 Penalty: 5988.773438
	Iteration 34F: 3 clusters Score -2.173607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -781524.187500 Penalty: 2183.807373
	Iteration 0F: 2 clusters Score -781524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -776012.437500 Penalty: 4367.614746
	Iteration 0F: 3 clusters Score -776012.4 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -777490.562500 Penalty: 4367.614746
	Iteration 1F: 3 clusters Score -777490.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -777747.500000 Penalty: 4367.614746
	Iteration 2F: 3 clusters Score -777747.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -777897.187500 Penalty: 4367.614746
	Iteration 3F: 3 clusters Score -777897.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -777998.125000 Penalty: 4367.614746
	Iteration 4Q: 3 clusters Score -777998.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -778068.250000 Penalty: 4367.614746
	Iteration 5Q: 3 clusters Score -778068.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -778155.375000 Penalty: 4367.614746
	Iteration 6Q: 3 clusters Score -778155.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -778244.125000 Penalty: 4367.614746
	Iteration 7Q: 3 clusters Score -778244.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -778332.375000 Penalty: 4367.614746
	Iteration 8Q: 3 clusters Score -778332.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -778420.125000 Penalty: 4367.614746
	Iteration 9Q: 3 clusters Score -778420.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -778530.750000 Penalty: 4367.614746
	Iteration 10Q: 3 clusters Score -778530.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -778687.375000 Penalty: 4367.614746
	Iteration 11Q: 3 clusters Score -778687.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -778891.687500 Penalty: 4367.614746
	Iteration 12Q: 3 clusters Score -778891.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -779100.687500 Penalty: 4367.614746
	Iteration 13Q: 3 clusters Score -779100.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -779263.875000 Penalty: 4367.614746
	Iteration 14Q: 3 clusters Score -779263.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -779390.812500 Penalty: 4367.614746
	Iteration 15Q: 3 clusters Score -779390.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -779481.437500 Penalty: 4367.614746
	Iteration 16Q: 3 clusters Score -779481.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -779549.000000 Penalty: 4367.614746
	Iteration 17Q: 3 clusters Score -779549 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -779594.500000 Penalty: 4367.614746
	Iteration 18Q: 3 clusters Score -779594.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -779629.437500 Penalty: 4367.614746
	Iteration 19Q: 3 clusters Score -779629.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -779653.937500 Penalty: 4367.614746
	Iteration 20F: 3 clusters Score -779653.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -779670.312500 Penalty: 4367.614746
	Iteration 21Q: 3 clusters Score -779670.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -779681.750000 Penalty: 4367.614746
	Iteration 22Q: 3 clusters Score -779681.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -779688.625000 Penalty: 4367.614746
	Iteration 23Q: 3 clusters Score -779688.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -779697.687500 Penalty: 4367.614746
	Iteration 24Q: 3 clusters Score -779697.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -779705.812500 Penalty: 4367.614746
	Iteration 25Q: 3 clusters Score -779705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -779712.875000 Penalty: 4367.614746
	Iteration 26Q: 3 clusters Score -779712.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -779715.625000 Penalty: 4367.614746
	Iteration 27Q: 3 clusters Score -779715.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -779716.375000 Penalty: 4367.614746
	Iteration 28Q: 3 clusters Score -779716.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -779719.687500 Penalty: 4367.614746
	Iteration 29Q: 3 clusters Score -779719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -779719.500000 Penalty: 4367.614746
	Iteration 30Q: 3 clusters Score -779719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -779722.875000 Penalty: 4367.614746
	Iteration 31Q: 3 clusters Score -779722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -779721.500000 Penalty: 4367.614746
	Iteration 32Q: 3 clusters Score -779721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -779718.625000 Penalty: 4367.614746
	Iteration 33Q: 3 clusters Score -779718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -779724.125000 Penalty: 4367.614746
	Iteration 34Q: 3 clusters Score -779724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -779724.250000 Penalty: 4367.614746
	Iteration 35Q: 3 clusters Score -779724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -779725.750000 Penalty: 4367.614746
	Iteration 36Q: 3 clusters Score -779725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -779725.750000 Penalty: 4367.614746
	Iteration 37Q: 3 clusters Score -779725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -779725.250000 Penalty: 4367.614746
	Iteration 38Q: 3 clusters Score -779725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -779725.500000 Penalty: 4367.614746
	Iteration 39Q: 3 clusters Score -779725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -779725.875000 Penalty: 4367.614746
	Iteration 40F: 3 clusters Score -779725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -779726.937500 Penalty: 4367.614746
	Iteration 41Q: 3 clusters Score -779726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -779727.937500 Penalty: 4367.614746
	Iteration 42Q: 3 clusters Score -779727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -779726.812500 Penalty: 4367.614746
	Iteration 43Q: 3 clusters Score -779726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -779727.562500 Penalty: 4367.614746
	Iteration 44Q: 3 clusters Score -779727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -779728.062500 Penalty: 4367.614746
	Iteration 45Q: 3 clusters Score -779728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -779728.000000 Penalty: 4367.614746
	Iteration 46Q: 3 clusters Score -779728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -779728.000000 Penalty: 4367.614746
	Iteration 47F: 3 clusters Score -779728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Entering Unmasked Estep 
Score: -4142157.500000 Penalty: 2586.439453
	Iteration 0F: 2 clusters Score -4142158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4119141.000000 Penalty: 5172.878906
	Iteration 0F: 3 clusters Score -4119141 nChanged 15286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4127596.500000 Penalty: 5172.878906
	Iteration 1F: 3 clusters Score -4127596 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4128118.250000 Penalty: 5172.878906
	Iteration 2Q: 3 clusters Score -4128118 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4128632.500000 Penalty: 5172.878906
	Iteration 3Q: 3 clusters Score -4128632 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4129106.250000 Penalty: 5172.878906
	Iteration 4Q: 3 clusters Score -4129106 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4129562.750000 Penalty: 5172.878906
	Iteration 5Q: 3 clusters Score -4129563 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4130003.750000 Penalty: 5172.878906
	Iteration 6Q: 3 clusters Score -4130004 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4130572.250000 Penalty: 5172.878906
	Iteration 7Q: 3 clusters Score -4130572 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4131374.000000 Penalty: 5172.878906
	Iteration 8Q: 3 clusters Score -4131374 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4132415.500000 Penalty: 5172.878906
	Iteration 9Q: 3 clusters Score -4132416 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4133719.000000 Penalty: 5172.878906
	Iteration 10F: 3 clusters Score -4133719 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4135164.000000 Penalty: 5172.878906
	Iteration 11F: 3 clusters Score -4135164 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4136483.250000 Penalty: 5172.878906
	Iteration 12F: 3 clusters Score -4136483 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4137635.750000 Penalty: 5172.878906
	Iteration 13Q: 3 clusters Score -4137636 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4138576.250000 Penalty: 5172.878906
	Iteration 14Q: 3 clusters Score -4138576 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4139253.750000 Penalty: 5172.878906
	Iteration 15Q: 3 clusters Score -4139254 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4139732.000000 Penalty: 5172.878906
	Iteration 16Q: 3 clusters Score -4139732 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4140144.250000 Penalty: 5172.878906
	Iteration 17Q: 3 clusters Score -4140144 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -4140452.000000 Penalty: 5172.878906
	Iteration 18Q: 3 clusters Score -4140452 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4140710.500000 Penalty: 5172.878906
	Iteration 19Q: 3 clusters Score -4140710 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4140951.250000 Penalty: 5172.878906
	Iteration 20F: 3 clusters Score -4140951 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4141149.000000 Penalty: 5172.878906
	Iteration 21Q: 3 clusters Score -4141149 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4141300.750000 Penalty: 5172.878906
	Iteration 22Q: 3 clusters Score -4141301 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4141405.750000 Penalty: 5172.878906
	Iteration 23Q: 3 clusters Score -4141406 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4141496.250000 Penalty: 5172.878906
	Iteration 24Q: 3 clusters Score -4141496 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4141560.500000 Penalty: 5172.878906
	Iteration 25Q: 3 clusters Score -4141560 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -4141595.500000 Penalty: 5172.878906
	Iteration 26Q: 3 clusters Score -4141596 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4141643.000000 Penalty: 5172.878906
	Iteration 27Q: 3 clusters Score -4141643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4141667.250000 Penalty: 5172.878906
	Iteration 28Q: 3 clusters Score -4141667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -4141687.500000 Penalty: 5172.878906
	Iteration 29Q: 3 clusters Score -4141688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4141670.250000 Penalty: 5172.878906
	Iteration 30Q: 3 clusters Score -4141670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -4141686.000000 Penalty: 5172.878906
	Iteration 31Q: 3 clusters Score -4141686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4141690.750000 Penalty: 5172.878906
	Iteration 32Q: 3 clusters Score -4141691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4141697.500000 Penalty: 5172.878906
	Iteration 33Q: 3 clusters Score -4141698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -4141703.250000 Penalty: 5172.878906
	Iteration 34Q: 3 clusters Score -4141703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4141705.500000 Penalty: 5172.878906
	Iteration 35Q: 3 clusters Score -4141706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -4141706.250000 Penalty: 5172.878906
	Iteration 36Q: 3 clusters Score -4141706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -4141704.750000 Penalty: 5172.878906
	Iteration 37Q: 3 clusters Score -4141705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4141718.500000 Penalty: 5172.878906
	Iteration 38Q: 3 clusters Score -4141718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4141719.250000 Penalty: 5172.878906
	Iteration 39Q: 3 clusters Score -4141719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4141712.500000 Penalty: 5172.878906
	Iteration 40F: 3 clusters Score -4141712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4141711.000000 Penalty: 5172.878906
	Iteration 41Q: 3 clusters Score -4141711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4141712.000000 Penalty: 5172.878906
	Iteration 42Q: 3 clusters Score -4141712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4141718.000000 Penalty: 5172.878906
	Iteration 43Q: 3 clusters Score -4141718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4141718.000000 Penalty: 5172.878906
	Iteration 44F: 3 clusters Score -4141718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Entering Unmasked Estep 
Score: -2394652.500000 Penalty: 2449.824219
	Iteration 0F: 2 clusters Score -2394652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2380878.000000 Penalty: 4899.648438
	Iteration 0F: 3 clusters Score -2380878 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2385476.750000 Penalty: 4899.648438
	Iteration 1F: 3 clusters Score -2385477 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2385861.000000 Penalty: 4899.648438
	Iteration 2F: 3 clusters Score -2385861 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2386115.500000 Penalty: 4899.648438
	Iteration 3Q: 3 clusters Score -2386116 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2386341.000000 Penalty: 4899.648438
	Iteration 4Q: 3 clusters Score -2386341 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2386527.750000 Penalty: 4899.648438
	Iteration 5Q: 3 clusters Score -2386528 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2386702.750000 Penalty: 4899.648438
	Iteration 6Q: 3 clusters Score -2386703 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2386886.250000 Penalty: 4899.648438
	Iteration 7Q: 3 clusters Score -2386886 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2387118.250000 Penalty: 4899.648438
	Iteration 8Q: 3 clusters Score -2387118 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2387400.500000 Penalty: 4899.648438
	Iteration 9Q: 3 clusters Score -2387400 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2387764.250000 Penalty: 4899.648438
	Iteration 10Q: 3 clusters Score -2387764 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2388229.250000 Penalty: 4899.648438
	Iteration 11Q: 3 clusters Score -2388229 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2388819.000000 Penalty: 4899.648438
	Iteration 12F: 3 clusters Score -2388819 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2389441.750000 Penalty: 4899.648438
	Iteration 13F: 3 clusters Score -2389442 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2390054.250000 Penalty: 4899.648438
	Iteration 14Q: 3 clusters Score -2390054 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2390623.750000 Penalty: 4899.648438
	Iteration 15Q: 3 clusters Score -2390624 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2391079.000000 Penalty: 4899.648438
	Iteration 16Q: 3 clusters Score -2391079 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2391422.000000 Penalty: 4899.648438
	Iteration 17Q: 3 clusters Score -2391422 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2391732.000000 Penalty: 4899.648438
	Iteration 18Q: 3 clusters Score -2391732 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2391943.000000 Penalty: 4899.648438
	Iteration 19Q: 3 clusters Score -2391943 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2392096.000000 Penalty: 4899.648438
	Iteration 20F: 3 clusters Score -2392096 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2392212.500000 Penalty: 4899.648438
	Iteration 21Q: 3 clusters Score -2392212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2392302.750000 Penalty: 4899.648438
	Iteration 22Q: 3 clusters Score -2392303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2392362.250000 Penalty: 4899.648438
	Iteration 23Q: 3 clusters Score -2392362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2392400.750000 Penalty: 4899.648438
	Iteration 24Q: 3 clusters Score -2392401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2392425.250000 Penalty: 4899.648438
	Iteration 25Q: 3 clusters Score -2392425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2392449.250000 Penalty: 4899.648438
	Iteration 26Q: 3 clusters Score -2392449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2392472.250000 Penalty: 4899.648438
	Iteration 27Q: 3 clusters Score -2392472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2392490.250000 Penalty: 4899.648438
	Iteration 28Q: 3 clusters Score -2392490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2392496.500000 Penalty: 4899.648438
	Iteration 29Q: 3 clusters Score -2392496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2392507.750000 Penalty: 4899.648438
	Iteration 30Q: 3 clusters Score -2392508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2392523.000000 Penalty: 4899.648438
	Iteration 31Q: 3 clusters Score -2392523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2392528.500000 Penalty: 4899.648438
	Iteration 32Q: 3 clusters Score -2392528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2392529.750000 Penalty: 4899.648438
	Iteration 33Q: 3 clusters Score -2392530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2392533.000000 Penalty: 4899.648438
	Iteration 34Q: 3 clusters Score -2392533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2392531.750000 Penalty: 4899.648438
	Iteration 35Q: 3 clusters Score -2392532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2392535.750000 Penalty: 4899.648438
	Iteration 36Q: 3 clusters Score -2392536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2392542.250000 Penalty: 4899.648438
	Iteration 37Q: 3 clusters Score -2392542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2392543.250000 Penalty: 4899.648438
	Iteration 38Q: 3 clusters Score -2392543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2392547.750000 Penalty: 4899.648438
	Iteration 39Q: 3 clusters Score -2392548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2392550.500000 Penalty: 4899.648438
	Iteration 40F: 3 clusters Score -2392550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2392554.250000 Penalty: 4899.648438
	Iteration 41Q: 3 clusters Score -2392554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2392556.000000 Penalty: 4899.648438
	Iteration 42Q: 3 clusters Score -2392556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2392558.000000 Penalty: 4899.648438
	Iteration 43Q: 3 clusters Score -2392558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2392558.000000 Penalty: 4899.648438
	Iteration 44F: 3 clusters Score -2392558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85544.000000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83812.929688 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -83812.93 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84095.375000 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84095.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84343.234375 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84343.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84491.421875 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -84491.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84583.820312 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -84583.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84631.703125 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84631.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84665.015625 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84665.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84684.960938 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84684.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -84694.867188 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84694.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84702.531250 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84702.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -84705.296875 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -84705.296875 Penalty: 3297.896240
	Iteration 11F: 3 clusters Score -84705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Entering Unmasked Estep 
Score: -21252866.000000 Penalty: 2990.733643
	Iteration 0F: 2 clusters Score -2.125287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -21139322.000000 Penalty: 5981.467285
	Iteration 0F: 3 clusters Score -2.113932e+07 nChanged 82755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -21187792.000000 Penalty: 5981.467285
	Iteration 1F: 3 clusters Score -2.118779e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -21188966.000000 Penalty: 5981.467285
	Iteration 2Q: 3 clusters Score -2.118897e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 95646 members 
Entering Unmasked Estep 
Score: -21190468.000000 Penalty: 5981.467285
	Iteration 3Q: 3 clusters Score -2.119047e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -21192592.000000 Penalty: 5981.467285
	Iteration 4Q: 3 clusters Score -2.119259e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -21196454.000000 Penalty: 5981.467285
	Iteration 5Q: 3 clusters Score -2.119645e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 118200 members 
Entering Unmasked Estep 
Score: -21202770.000000 Penalty: 5981.467285
	Iteration 6F: 3 clusters Score -2.120277e+07 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 131717 members 
Entering Unmasked Estep 
Score: -21213570.000000 Penalty: 5981.467285
	Iteration 7F: 3 clusters Score -2.121357e+07 nChanged 14966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -21227404.000000 Penalty: 5981.467285
	Iteration 8F: 3 clusters Score -2.12274e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -21239248.000000 Penalty: 5981.467285
	Iteration 9F: 3 clusters Score -2.123925e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 167377 members 
Entering Unmasked Estep 
Score: -21246008.000000 Penalty: 5981.467285
	Iteration 10Q: 3 clusters Score -2.124601e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 170821 members 
Entering Unmasked Estep 
Score: -21248768.000000 Penalty: 5981.467285
	Iteration 11Q: 3 clusters Score -2.124877e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 171938 members 
Entering Unmasked Estep 
Score: -21249590.000000 Penalty: 5981.467285
	Iteration 12Q: 3 clusters Score -2.124959e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 172263 members 
Entering Unmasked Estep 
Score: -21249892.000000 Penalty: 5981.467285
	Iteration 13Q: 3 clusters Score -2.124989e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 172366 members 
Entering Unmasked Estep 
Score: -21250042.000000 Penalty: 5981.467285
	Iteration 14Q: 3 clusters Score -2.125004e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 172400 members 
Entering Unmasked Estep 
Score: -21250100.000000 Penalty: 5981.467285
	Iteration 15Q: 3 clusters Score -2.12501e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 172416 members 
Entering Unmasked Estep 
Score: -21250154.000000 Penalty: 5981.467285
	Iteration 16Q: 3 clusters Score -2.125015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 172417 members 
Entering Unmasked Estep 
Score: -21250176.000000 Penalty: 5981.467285
	Iteration 17Q: 3 clusters Score -2.125018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 172425 members 
Entering Unmasked Estep 
Score: -21250208.000000 Penalty: 5981.467285
	Iteration 18Q: 3 clusters Score -2.125021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -21250214.000000 Penalty: 5981.467285
	Iteration 19Q: 3 clusters Score -2.125021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -21250230.000000 Penalty: 5981.467285
	Iteration 20F: 3 clusters Score -2.125023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -21250228.000000 Penalty: 5981.467285
	Iteration 21Q: 3 clusters Score -2.125023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -21250244.000000 Penalty: 5981.467285
	Iteration 22Q: 3 clusters Score -2.125024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -21250252.000000 Penalty: 5981.467285
	Iteration 23Q: 3 clusters Score -2.125025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -21250252.000000 Penalty: 5981.467285
	Iteration 24F: 3 clusters Score -2.125025e+07 nChanged 0
--- Evaluating fit on full set of 3106918 points ---
Entering Unmasked Estep 
Score: -378472960.000000 Penalty: 103806.835938
21->29 Clusters: Score -378472960.000000, best is -378471488.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1035639 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 49024 members 
Mstep: Class 3 contains 49165 members 
Mstep: Class 4 contains 49352 members 
Mstep: Class 5 contains 49370 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 49552 members 
Mstep: Class 8 contains 48894 members 
Mstep: Class 9 contains 49794 members 
Mstep: Class 10 contains 49163 members 
Mstep: Class 11 contains 49212 members 
Mstep: Class 12 contains 49588 members 
Mstep: Class 13 contains 49833 members 
Mstep: Class 14 contains 49395 members 
Mstep: Class 15 contains 49348 members 
Mstep: Class 16 contains 49425 members 
Mstep: Class 17 contains 49225 members 
Mstep: Class 18 contains 49053 members 
Mstep: Class 19 contains 49004 members 
Mstep: Class 20 contains 49346 members 
Mstep: Class 21 contains 49349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 388.355774 but Gain 3434.929688
Score: -118985480.000000 Penalty: 68698.625000
Iteration 0F: 21 clusters Score -1.189855e+08 nChanged 983794
Entering Unmasked Mstep 
Mstep: Class 0 contains 2028 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 32238 members 
Mstep: Class 3 contains 21471 members 
Mstep: Class 4 contains 33208 members 
Mstep: Class 5 contains 28435 members 
Mstep: Class 6 contains 16773 members 
Mstep: Class 7 contains 65726 members 
Mstep: Class 8 contains 12954 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 28154 members 
Mstep: Class 11 contains 48726 members 
Mstep: Class 12 contains 22865 members 
Mstep: Class 13 contains 31288 members 
Mstep: Class 14 contains 97306 members 
Mstep: Class 15 contains 32934 members 
Mstep: Class 16 contains 31215 members 
Mstep: Class 17 contains 17168 members 
Mstep: Class 18 contains 70952 members 
Mstep: Class 19 contains 31056 members 
Mstep: Class 21 contains 373297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121907760.000000 Penalty: 68698.625000
Iteration 1F: 21 clusters Score -1.219078e+08 nChanged 382172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1988 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 28753 members 
Mstep: Class 3 contains 18926 members 
Mstep: Class 4 contains 21465 members 
Mstep: Class 5 contains 19436 members 
Mstep: Class 6 contains 10888 members 
Mstep: Class 7 contains 52496 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 16771 members 
Mstep: Class 11 contains 45339 members 
Mstep: Class 12 contains 19047 members 
Mstep: Class 13 contains 25585 members 
Mstep: Class 14 contains 74591 members 
Mstep: Class 15 contains 19056 members 
Mstep: Class 16 contains 27934 members 
Mstep: Class 17 contains 15636 members 
Mstep: Class 18 contains 58665 members 
Mstep: Class 19 contains 21595 members 
Mstep: Class 21 contains 497180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122422640.000000 Penalty: 68698.625000
Iteration 2F: 21 clusters Score -1.224226e+08 nChanged 231330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1840 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 30917 members 
Mstep: Class 3 contains 18573 members 
Mstep: Class 4 contains 18010 members 
Mstep: Class 5 contains 14541 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 36115 members 
Mstep: Class 8 contains 8951 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 43956 members 
Mstep: Class 12 contains 18616 members 
Mstep: Class 13 contains 26135 members 
Mstep: Class 14 contains 71501 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 28862 members 
Mstep: Class 17 contains 13325 members 
Mstep: Class 18 contains 62527 members 
Mstep: Class 19 contains 16991 members 
Mstep: Class 21 contains 524660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122808656.000000 Penalty: 68698.625000
Iteration 3F: 21 clusters Score -1.228087e+08 nChanged 145453
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 36445 members 
Mstep: Class 3 contains 19758 members 
Mstep: Class 4 contains 18658 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 7947 members 
Mstep: Class 7 contains 25755 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 8613 members 
Mstep: Class 11 contains 43252 members 
Mstep: Class 12 contains 18681 members 
Mstep: Class 13 contains 28574 members 
Mstep: Class 14 contains 83035 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 31033 members 
Mstep: Class 17 contains 10922 members 
Mstep: Class 18 contains 73591 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 21 contains 508496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123044384.000000 Penalty: 68698.625000
Iteration 4F: 21 clusters Score -1.230444e+08 nChanged 113651
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 44260 members 
Mstep: Class 3 contains 20148 members 
Mstep: Class 4 contains 22421 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 20906 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 8150 members 
Mstep: Class 11 contains 42733 members 
Mstep: Class 12 contains 19459 members 
Mstep: Class 13 contains 34549 members 
Mstep: Class 14 contains 94789 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 33365 members 
Mstep: Class 17 contains 9350 members 
Mstep: Class 18 contains 86369 members 
Mstep: Class 19 contains 10145 members 
Mstep: Class 21 contains 474465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123208424.000000 Penalty: 68698.625000
Iteration 5F: 21 clusters Score -1.232084e+08 nChanged 106900
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 53993 members 
Mstep: Class 3 contains 20037 members 
Mstep: Class 4 contains 28813 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 6 contains 9442 members 
Mstep: Class 7 contains 19048 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 42780 members 
Mstep: Class 12 contains 21581 members 
Mstep: Class 13 contains 47637 members 
Mstep: Class 14 contains 101248 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 34666 members 
Mstep: Class 17 contains 8233 members 
Mstep: Class 18 contains 99260 members 
Mstep: Class 19 contains 7275 members 
Mstep: Class 21 contains 430310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123381208.000000 Penalty: 68698.625000
Iteration 6F: 21 clusters Score -1.233812e+08 nChanged 106621
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 63461 members 
Mstep: Class 3 contains 19708 members 
Mstep: Class 4 contains 36525 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 10082 members 
Mstep: Class 7 contains 18152 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 8346 members 
Mstep: Class 11 contains 43040 members 
Mstep: Class 12 contains 23446 members 
Mstep: Class 13 contains 70867 members 
Mstep: Class 14 contains 99043 members 
Mstep: Class 15 contains 4746 members 
Mstep: Class 16 contains 35106 members 
Mstep: Class 17 contains 6910 members 
Mstep: Class 18 contains 111390 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 21 contains 383567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123570432.000000 Penalty: 68698.625000
Iteration 7F: 21 clusters Score -1.235704e+08 nChanged 102151
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 69091 members 
Mstep: Class 3 contains 19415 members 
Mstep: Class 4 contains 42439 members 
Mstep: Class 5 contains 3460 members 
Mstep: Class 6 contains 10606 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 2897 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 8391 members 
Mstep: Class 11 contains 43156 members 
Mstep: Class 12 contains 24347 members 
Mstep: Class 13 contains 100431 members 
Mstep: Class 14 contains 87975 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 35252 members 
Mstep: Class 17 contains 5483 members 
Mstep: Class 18 contains 121514 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 21 contains 347649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123750776.000000 Penalty: 68698.625000
Iteration 8F: 21 clusters Score -1.237508e+08 nChanged 87661
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 68954 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 43552 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 10940 members 
Mstep: Class 7 contains 14102 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 24799 members 
Mstep: Class 13 contains 123007 members 
Mstep: Class 14 contains 73501 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 35248 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 128055 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 21 contains 337442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123843704.000000 Penalty: 68698.625000
Iteration 9F: 21 clusters Score -1.238437e+08 nChanged 66184
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 67312 members 
Mstep: Class 3 contains 18879 members 
Mstep: Class 4 contains 42654 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 11181 members 
Mstep: Class 7 contains 12423 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 41547 members 
Mstep: Class 12 contains 25083 members 
Mstep: Class 13 contains 136204 members 
Mstep: Class 14 contains 61720 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 35122 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 134254 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 21 contains 336375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123881624.000000 Penalty: 68698.625000
Iteration 10F: 21 clusters Score -1.238816e+08 nChanged 49151
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 65703 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 42767 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 11764 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 8353 members 
Mstep: Class 11 contains 40412 members 
Mstep: Class 12 contains 25311 members 
Mstep: Class 13 contains 145012 members 
Mstep: Class 14 contains 52846 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 34913 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 141008 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 21 contains 333411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123907728.000000 Penalty: 68698.625000
Iteration 11Q: 21 clusters Score -1.239077e+08 nChanged 40571
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 64176 members 
Mstep: Class 3 contains 18078 members 
Mstep: Class 4 contains 44074 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 8288 members 
Mstep: Class 11 contains 39099 members 
Mstep: Class 12 contains 25560 members 
Mstep: Class 13 contains 151635 members 
Mstep: Class 14 contains 46009 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 34631 members 
Mstep: Class 17 contains 2736 members 
Mstep: Class 18 contains 147907 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 21 contains 328124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123928840.000000 Penalty: 68698.625000
Iteration 12Q: 21 clusters Score -1.239288e+08 nChanged 35839
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 63015 members 
Mstep: Class 3 contains 17743 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 11809 members 
Mstep: Class 7 contains 12108 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 8219 members 
Mstep: Class 11 contains 37869 members 
Mstep: Class 12 contains 25791 members 
Mstep: Class 13 contains 156943 members 
Mstep: Class 14 contains 40449 members 
Mstep: Class 15 contains 2688 members 
Mstep: Class 16 contains 34266 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 154292 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 21 contains 321131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123947328.000000 Penalty: 68698.625000
Iteration 13Q: 21 clusters Score -1.239473e+08 nChanged 33031
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 62586 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 50158 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 6 contains 12017 members 
Mstep: Class 7 contains 12686 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 8214 members 
Mstep: Class 11 contains 36709 members 
Mstep: Class 12 contains 25999 members 
Mstep: Class 13 contains 161013 members 
Mstep: Class 14 contains 36023 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 33844 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 160251 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 21 contains 312717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123965776.000000 Penalty: 68698.625000
Iteration 14Q: 21 clusters Score -1.239658e+08 nChanged 30036
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 62849 members 
Mstep: Class 3 contains 17311 members 
Mstep: Class 4 contains 54465 members 
Mstep: Class 5 contains 6405 members 
Mstep: Class 6 contains 12237 members 
Mstep: Class 7 contains 13375 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 35587 members 
Mstep: Class 12 contains 26193 members 
Mstep: Class 13 contains 163757 members 
Mstep: Class 14 contains 32462 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 33430 members 
Mstep: Class 17 contains 3153 members 
Mstep: Class 18 contains 165285 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 21 contains 303988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123983176.000000 Penalty: 68698.625000
Iteration 15Q: 21 clusters Score -1.239832e+08 nChanged 26654
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 63331 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 59382 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 12477 members 
Mstep: Class 7 contains 14037 members 
Mstep: Class 8 contains 3012 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8260 members 
Mstep: Class 11 contains 34558 members 
Mstep: Class 12 contains 26396 members 
Mstep: Class 13 contains 165556 members 
Mstep: Class 14 contains 29695 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 33000 members 
Mstep: Class 17 contains 3342 members 
Mstep: Class 18 contains 169286 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 21 contains 295575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123994840.000000 Penalty: 68698.625000
Iteration 16Q: 21 clusters Score -1.239948e+08 nChanged 24433
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 63803 members 
Mstep: Class 3 contains 17025 members 
Mstep: Class 4 contains 64793 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 12734 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 3132 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 33544 members 
Mstep: Class 12 contains 26573 members 
Mstep: Class 13 contains 166805 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 32561 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 18 contains 172700 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 21 contains 287205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124000976.000000 Penalty: 68698.625000
Iteration 17Q: 21 clusters Score -1.24001e+08 nChanged 22932
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 64156 members 
Mstep: Class 3 contains 16918 members 
Mstep: Class 4 contains 70472 members 
Mstep: Class 5 contains 7215 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 15336 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 8309 members 
Mstep: Class 11 contains 32648 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 167734 members 
Mstep: Class 14 contains 25888 members 
Mstep: Class 15 contains 3474 members 
Mstep: Class 16 contains 32169 members 
Mstep: Class 17 contains 3997 members 
Mstep: Class 18 contains 175844 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 21 contains 278765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124006816.000000 Penalty: 68698.625000
Iteration 18Q: 21 clusters Score -1.240068e+08 nChanged 20910
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 64309 members 
Mstep: Class 3 contains 16824 members 
Mstep: Class 4 contains 76493 members 
Mstep: Class 5 contains 7440 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 15908 members 
Mstep: Class 8 contains 3307 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 31746 members 
Mstep: Class 12 contains 26739 members 
Mstep: Class 13 contains 168377 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 31812 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 178914 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 21 contains 270272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124011752.000000 Penalty: 68698.625000
Iteration 19Q: 21 clusters Score -1.240118e+08 nChanged 19589
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 64317 members 
Mstep: Class 3 contains 16733 members 
Mstep: Class 4 contains 83134 members 
Mstep: Class 5 contains 7599 members 
Mstep: Class 6 contains 13591 members 
Mstep: Class 7 contains 16479 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 30959 members 
Mstep: Class 12 contains 26871 members 
Mstep: Class 13 contains 168830 members 
Mstep: Class 14 contains 23322 members 
Mstep: Class 15 contains 3816 members 
Mstep: Class 16 contains 31460 members 
Mstep: Class 17 contains 4874 members 
Mstep: Class 18 contains 181938 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 21 contains 261225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3408.337158 but Gain 3434.933594
Score: -124018600.000000 Penalty: 65263.691406
Iteration 20F: 20 clusters Score -1.240186e+08 nChanged 21096
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 64109 members 
Mstep: Class 3 contains 16626 members 
Mstep: Class 4 contains 90716 members 
Mstep: Class 5 contains 7769 members 
Mstep: Class 6 contains 14042 members 
Mstep: Class 7 contains 16981 members 
Mstep: Class 8 contains 3402 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 8431 members 
Mstep: Class 11 contains 30169 members 
Mstep: Class 12 contains 27032 members 
Mstep: Class 13 contains 169242 members 
Mstep: Class 14 contains 22496 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 16 contains 31052 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 185300 members 
Mstep: Class 21 contains 252289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124026328.000000 Penalty: 65263.691406
Iteration 21Q: 20 clusters Score -1.240263e+08 nChanged 19820
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 63696 members 
Mstep: Class 3 contains 16519 members 
Mstep: Class 4 contains 99060 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 17441 members 
Mstep: Class 8 contains 3432 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 29338 members 
Mstep: Class 12 contains 27167 members 
Mstep: Class 13 contains 169540 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 30647 members 
Mstep: Class 17 contains 5955 members 
Mstep: Class 18 contains 187548 members 
Mstep: Class 21 contains 242649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124033928.000000 Penalty: 65263.691406
Iteration 22Q: 20 clusters Score -1.240339e+08 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 62998 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 107752 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 14883 members 
Mstep: Class 7 contains 17851 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 28465 members 
Mstep: Class 12 contains 27322 members 
Mstep: Class 13 contains 169776 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 18 contains 189242 members 
Mstep: Class 21 contains 233539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124040744.000000 Penalty: 65263.691406
Iteration 23Q: 20 clusters Score -1.240407e+08 nChanged 18459
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 62018 members 
Mstep: Class 3 contains 16293 members 
Mstep: Class 4 contains 116596 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 7 contains 18232 members 
Mstep: Class 8 contains 3525 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 27514 members 
Mstep: Class 12 contains 27520 members 
Mstep: Class 13 contains 169992 members 
Mstep: Class 14 contains 20093 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 29733 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 190210 members 
Mstep: Class 21 contains 225199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124048600.000000 Penalty: 65263.691406
Iteration 24Q: 20 clusters Score -1.240486e+08 nChanged 17797
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 60825 members 
Mstep: Class 3 contains 16168 members 
Mstep: Class 4 contains 125474 members 
Mstep: Class 5 contains 8409 members 
Mstep: Class 6 contains 15994 members 
Mstep: Class 7 contains 18575 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 26516 members 
Mstep: Class 12 contains 27747 members 
Mstep: Class 13 contains 170172 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 29256 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 190561 members 
Mstep: Class 21 contains 217618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124055872.000000 Penalty: 65263.691406
Iteration 25Q: 20 clusters Score -1.240559e+08 nChanged 16975
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 59382 members 
Mstep: Class 3 contains 16057 members 
Mstep: Class 4 contains 134220 members 
Mstep: Class 5 contains 8596 members 
Mstep: Class 6 contains 16697 members 
Mstep: Class 7 contains 18912 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 25447 members 
Mstep: Class 12 contains 27923 members 
Mstep: Class 13 contains 170314 members 
Mstep: Class 14 contains 19012 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 28832 members 
Mstep: Class 17 contains 8169 members 
Mstep: Class 18 contains 190375 members 
Mstep: Class 21 contains 210866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124061776.000000 Penalty: 65263.691406
Iteration 26Q: 20 clusters Score -1.240618e+08 nChanged 16479
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 57843 members 
Mstep: Class 3 contains 15930 members 
Mstep: Class 4 contains 142919 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 17479 members 
Mstep: Class 7 contains 19245 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 24326 members 
Mstep: Class 12 contains 28153 members 
Mstep: Class 13 contains 170419 members 
Mstep: Class 14 contains 18630 members 
Mstep: Class 15 contains 5095 members 
Mstep: Class 16 contains 28389 members 
Mstep: Class 17 contains 8605 members 
Mstep: Class 18 contains 189462 members 
Mstep: Class 21 contains 204914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124068552.000000 Penalty: 65263.691406
Iteration 27Q: 20 clusters Score -1.240686e+08 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 56336 members 
Mstep: Class 3 contains 15805 members 
Mstep: Class 4 contains 151501 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 18301 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 28459 members 
Mstep: Class 13 contains 170517 members 
Mstep: Class 14 contains 18329 members 
Mstep: Class 15 contains 5220 members 
Mstep: Class 16 contains 27939 members 
Mstep: Class 17 contains 9029 members 
Mstep: Class 18 contains 187952 members 
Mstep: Class 21 contains 199594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124074440.000000 Penalty: 65263.691406
Iteration 28Q: 20 clusters Score -1.240744e+08 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 54856 members 
Mstep: Class 3 contains 15672 members 
Mstep: Class 4 contains 160604 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 19211 members 
Mstep: Class 7 contains 19855 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 21855 members 
Mstep: Class 12 contains 28788 members 
Mstep: Class 13 contains 170570 members 
Mstep: Class 14 contains 18093 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 9419 members 
Mstep: Class 18 contains 186148 members 
Mstep: Class 21 contains 194039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124079456.000000 Penalty: 65263.691406
Iteration 29Q: 20 clusters Score -1.240795e+08 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 53345 members 
Mstep: Class 3 contains 15525 members 
Mstep: Class 4 contains 169188 members 
Mstep: Class 5 contains 9113 members 
Mstep: Class 6 contains 20225 members 
Mstep: Class 7 contains 20214 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 8649 members 
Mstep: Class 11 contains 20477 members 
Mstep: Class 12 contains 29193 members 
Mstep: Class 13 contains 170617 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 5401 members 
Mstep: Class 16 contains 26874 members 
Mstep: Class 17 contains 9753 members 
Mstep: Class 18 contains 184506 members 
Mstep: Class 21 contains 188807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124084000.000000 Penalty: 65263.691406
Iteration 30Q: 20 clusters Score -1.24084e+08 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 51883 members 
Mstep: Class 3 contains 15349 members 
Mstep: Class 4 contains 177280 members 
Mstep: Class 5 contains 9188 members 
Mstep: Class 6 contains 21377 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 18994 members 
Mstep: Class 12 contains 29635 members 
Mstep: Class 13 contains 170674 members 
Mstep: Class 14 contains 17841 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 26227 members 
Mstep: Class 17 contains 10053 members 
Mstep: Class 18 contains 183225 members 
Mstep: Class 21 contains 183689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124086544.000000 Penalty: 65263.691406
Iteration 31Q: 20 clusters Score -1.240865e+08 nChanged 17867
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 50664 members 
Mstep: Class 3 contains 15161 members 
Mstep: Class 4 contains 183712 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 22653 members 
Mstep: Class 7 contains 20890 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 8673 members 
Mstep: Class 11 contains 17418 members 
Mstep: Class 12 contains 30120 members 
Mstep: Class 13 contains 170718 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 15 contains 5563 members 
Mstep: Class 16 contains 25484 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 182344 members 
Mstep: Class 21 contains 179579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124088016.000000 Penalty: 65263.691406
Iteration 32Q: 20 clusters Score -1.24088e+08 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 49552 members 
Mstep: Class 3 contains 14926 members 
Mstep: Class 4 contains 188029 members 
Mstep: Class 5 contains 9265 members 
Mstep: Class 6 contains 24002 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 8692 members 
Mstep: Class 11 contains 15758 members 
Mstep: Class 12 contains 30662 members 
Mstep: Class 13 contains 170757 members 
Mstep: Class 14 contains 17855 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 10604 members 
Mstep: Class 18 contains 182058 members 
Mstep: Class 21 contains 176923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124089400.000000 Penalty: 65263.691406
Iteration 33Q: 20 clusters Score -1.240894e+08 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 48535 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 190371 members 
Mstep: Class 5 contains 9265 members 
Mstep: Class 6 contains 25366 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 8705 members 
Mstep: Class 11 contains 14115 members 
Mstep: Class 12 contains 31360 members 
Mstep: Class 13 contains 170775 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 23641 members 
Mstep: Class 17 contains 10862 members 
Mstep: Class 18 contains 182450 members 
Mstep: Class 21 contains 175530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124092120.000000 Penalty: 65263.691406
Iteration 34Q: 20 clusters Score -1.240921e+08 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 47630 members 
Mstep: Class 3 contains 14393 members 
Mstep: Class 4 contains 191580 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 26712 members 
Mstep: Class 7 contains 21873 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 8718 members 
Mstep: Class 11 contains 12553 members 
Mstep: Class 12 contains 32040 members 
Mstep: Class 13 contains 170789 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 17 contains 11106 members 
Mstep: Class 18 contains 182912 members 
Mstep: Class 21 contains 175088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124095656.000000 Penalty: 65263.691406
Iteration 35Q: 20 clusters Score -1.240957e+08 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 46711 members 
Mstep: Class 3 contains 14119 members 
Mstep: Class 4 contains 192091 members 
Mstep: Class 5 contains 9251 members 
Mstep: Class 6 contains 27961 members 
Mstep: Class 7 contains 22219 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 8718 members 
Mstep: Class 11 contains 11085 members 
Mstep: Class 12 contains 32571 members 
Mstep: Class 13 contains 170809 members 
Mstep: Class 14 contains 18143 members 
Mstep: Class 15 contains 5862 members 
Mstep: Class 16 contains 21697 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 183505 members 
Mstep: Class 21 contains 175239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124099432.000000 Penalty: 65263.691406
Iteration 36Q: 20 clusters Score -1.240994e+08 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 45846 members 
Mstep: Class 3 contains 13935 members 
Mstep: Class 4 contains 192107 members 
Mstep: Class 5 contains 9271 members 
Mstep: Class 6 contains 28998 members 
Mstep: Class 7 contains 22502 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 8699 members 
Mstep: Class 11 contains 9832 members 
Mstep: Class 12 contains 32912 members 
Mstep: Class 13 contains 170797 members 
Mstep: Class 14 contains 18267 members 
Mstep: Class 15 contains 5944 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11490 members 
Mstep: Class 18 contains 184150 members 
Mstep: Class 21 contains 175644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124101408.000000 Penalty: 65263.691406
Iteration 37Q: 20 clusters Score -1.241014e+08 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 44936 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 191974 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 29783 members 
Mstep: Class 7 contains 22736 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 33110 members 
Mstep: Class 13 contains 170779 members 
Mstep: Class 14 contains 18410 members 
Mstep: Class 15 contains 6000 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 17 contains 11659 members 
Mstep: Class 18 contains 184743 members 
Mstep: Class 21 contains 176213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124103280.000000 Penalty: 65263.691406
Iteration 38Q: 20 clusters Score -1.241033e+08 nChanged 7542
Entering ConstructFrom: 
Score: -124103280.000000 Penalty: 65263.691406
Entering ConstructFrom: 
Trying to split cluster 1 (76089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Entering Unmasked Estep 
Score: -9323231.000000 Penalty: 2787.435547
	Iteration 0F: 2 clusters Score -9323231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -9272321.000000 Penalty: 5574.871094
	Iteration 0F: 3 clusters Score -9272321 nChanged 35626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -9292848.000000 Penalty: 5574.871094
	Iteration 1F: 3 clusters Score -9292848 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -9294002.000000 Penalty: 5574.871094
	Iteration 2Q: 3 clusters Score -9294002 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9295640.000000 Penalty: 5574.871094
	Iteration 3Q: 3 clusters Score -9295640 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -9298044.000000 Penalty: 5574.871094
	Iteration 4F: 3 clusters Score -9298044 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -9302241.000000 Penalty: 5574.871094
	Iteration 5F: 3 clusters Score -9302241 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -9310046.000000 Penalty: 5574.871094
	Iteration 6F: 3 clusters Score -9310046 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -9323383.000000 Penalty: 5574.871094
	Iteration 7F: 3 clusters Score -9323383 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -9338875.000000 Penalty: 5574.871094
	Iteration 8F: 3 clusters Score -9338875 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -9345482.000000 Penalty: 5574.871094
	Iteration 9Q: 3 clusters Score -9345482 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -9346580.000000 Penalty: 5574.871094
	Iteration 10Q: 3 clusters Score -9346580 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -9346808.000000 Penalty: 5574.871094
	Iteration 11Q: 3 clusters Score -9346808 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -9346846.000000 Penalty: 5574.871094
	Iteration 12Q: 3 clusters Score -9346846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -9346850.000000 Penalty: 5574.871094
	Iteration 13Q: 3 clusters Score -9346850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -9346868.000000 Penalty: 5574.871094
	Iteration 14Q: 3 clusters Score -9346868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -9346862.000000 Penalty: 5574.871094
	Iteration 15Q: 3 clusters Score -9346862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -9346856.000000 Penalty: 5574.871094
	Iteration 16Q: 3 clusters Score -9346856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -9346862.000000 Penalty: 5574.871094
	Iteration 17Q: 3 clusters Score -9346862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -9346872.000000 Penalty: 5574.871094
	Iteration 18Q: 3 clusters Score -9346872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -9346879.000000 Penalty: 5574.871094
	Iteration 19Q: 3 clusters Score -9346879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -9346879.000000 Penalty: 5574.871094
	Iteration 20F: 3 clusters Score -9346879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -9346864.000000 Penalty: 5574.871094
	Iteration 21Q: 3 clusters Score -9346864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -9346859.000000 Penalty: 5574.871094
	Iteration 22Q: 3 clusters Score -9346859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -9346854.000000 Penalty: 5574.871094
	Iteration 23Q: 3 clusters Score -9346854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -9346854.000000 Penalty: 5574.871094
	Iteration 24F: 3 clusters Score -9346854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 13751 members 
Mstep: Class 4 contains 191679 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 30404 members 
Mstep: Class 7 contains 22858 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 21 contains 176871 members 
Entering Unmasked Estep 
Score: -124127144.000000 Penalty: 68698.625000
Splitting cluster 1 changes total score from -124103280.000000 to -124127144.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (44063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Entering Unmasked Estep 
Score: -5438169.500000 Penalty: 2651.957031
	Iteration 0F: 2 clusters Score -5438170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5408186.000000 Penalty: 5303.914062
	Iteration 0F: 3 clusters Score -5408186 nChanged 20434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5419417.000000 Penalty: 5303.914062
	Iteration 1F: 3 clusters Score -5419417 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -5420118.000000 Penalty: 5303.914062
	Iteration 2Q: 3 clusters Score -5420118 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5420806.500000 Penalty: 5303.914062
	Iteration 3Q: 3 clusters Score -5420806 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5421495.000000 Penalty: 5303.914062
	Iteration 4Q: 3 clusters Score -5421495 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -5422158.000000 Penalty: 5303.914062
	Iteration 5Q: 3 clusters Score -5422158 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -5422911.500000 Penalty: 5303.914062
	Iteration 6Q: 3 clusters Score -5422912 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5423736.000000 Penalty: 5303.914062
	Iteration 7Q: 3 clusters Score -5423736 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5424651.000000 Penalty: 5303.914062
	Iteration 8Q: 3 clusters Score -5424651 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -5425720.500000 Penalty: 5303.914062
	Iteration 9Q: 3 clusters Score -5425720 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -5427111.000000 Penalty: 5303.914062
	Iteration 10Q: 3 clusters Score -5427111 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5428628.500000 Penalty: 5303.914062
	Iteration 11F: 3 clusters Score -5428628 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5429670.000000 Penalty: 5303.914062
	Iteration 12Q: 3 clusters Score -5429670 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -5430336.500000 Penalty: 5303.914062
	Iteration 13Q: 3 clusters Score -5430336 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -5430676.000000 Penalty: 5303.914062
	Iteration 14Q: 3 clusters Score -5430676 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -5430881.000000 Penalty: 5303.914062
	Iteration 15Q: 3 clusters Score -5430881 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5431031.500000 Penalty: 5303.914062
	Iteration 16Q: 3 clusters Score -5431032 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -5431147.500000 Penalty: 5303.914062
	Iteration 17Q: 3 clusters Score -5431148 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -5431246.500000 Penalty: 5303.914062
	Iteration 18Q: 3 clusters Score -5431246 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5431296.500000 Penalty: 5303.914062
	Iteration 19Q: 3 clusters Score -5431296 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -5431393.500000 Penalty: 5303.914062
	Iteration 20F: 3 clusters Score -5431394 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -5431457.500000 Penalty: 5303.914062
	Iteration 21Q: 3 clusters Score -5431458 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5431552 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -5431617.000000 Penalty: 5303.914062
	Iteration 23Q: 3 clusters Score -5431617 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5431669 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -5431723.000000 Penalty: 5303.914062
	Iteration 25Q: 3 clusters Score -5431723 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -5431783.500000 Penalty: 5303.914062
	Iteration 26Q: 3 clusters Score -5431784 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -5431820.500000 Penalty: 5303.914062
	Iteration 27Q: 3 clusters Score -5431820 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -5431882.000000 Penalty: 5303.914062
	Iteration 28Q: 3 clusters Score -5431882 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -5431908.500000 Penalty: 5303.914062
	Iteration 29Q: 3 clusters Score -5431908 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -5431935.000000 Penalty: 5303.914062
	Iteration 30Q: 3 clusters Score -5431935 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5431969.500000 Penalty: 5303.914062
	Iteration 31Q: 3 clusters Score -5431970 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -5432031.500000 Penalty: 5303.914062
	Iteration 32Q: 3 clusters Score -5432032 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -5432079.500000 Penalty: 5303.914062
	Iteration 33Q: 3 clusters Score -5432080 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5432165.000000 Penalty: 5303.914062
	Iteration 34Q: 3 clusters Score -5432165 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5432218.000000 Penalty: 5303.914062
	Iteration 35Q: 3 clusters Score -5432218 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -5432246.000000 Penalty: 5303.914062
	Iteration 36Q: 3 clusters Score -5432246 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -5432309.500000 Penalty: 5303.914062
	Iteration 37Q: 3 clusters Score -5432310 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -5432352.000000 Penalty: 5303.914062
	Iteration 38Q: 3 clusters Score -5432352 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -5432444.000000 Penalty: 5303.914062
	Iteration 39Q: 3 clusters Score -5432444 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -5432501.500000 Penalty: 5303.914062
	Iteration 40F: 3 clusters Score -5432502 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -5432561.000000 Penalty: 5303.914062
	Iteration 41Q: 3 clusters Score -5432561 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -5432609.500000 Penalty: 5303.914062
	Iteration 42Q: 3 clusters Score -5432610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -5432687.000000 Penalty: 5303.914062
	Iteration 43Q: 3 clusters Score -5432687 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5432777.000000 Penalty: 5303.914062
	Iteration 44Q: 3 clusters Score -5432777 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -5432883.000000 Penalty: 5303.914062
	Iteration 45Q: 3 clusters Score -5432883 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5433021.000000 Penalty: 5303.914062
	Iteration 46Q: 3 clusters Score -5433021 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5433136.500000 Penalty: 5303.914062
	Iteration 47Q: 3 clusters Score -5433136 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5433226.000000 Penalty: 5303.914062
	Iteration 48Q: 3 clusters Score -5433226 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5433342.000000 Penalty: 5303.914062
	Iteration 49Q: 3 clusters Score -5433342 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -5433427.000000 Penalty: 5303.914062
	Iteration 50Q: 3 clusters Score -5433427 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -5433533.500000 Penalty: 5303.914062
	Iteration 51Q: 3 clusters Score -5433534 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5433662.500000 Penalty: 5303.914062
	Iteration 52Q: 3 clusters Score -5433662 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -5433782.500000 Penalty: 5303.914062
	Iteration 53Q: 3 clusters Score -5433782 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5433928.000000 Penalty: 5303.914062
	Iteration 54Q: 3 clusters Score -5433928 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5434059.000000 Penalty: 5303.914062
	Iteration 55Q: 3 clusters Score -5434059 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5434233.000000 Penalty: 5303.914062
	Iteration 56Q: 3 clusters Score -5434233 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5434416.000000 Penalty: 5303.914062
	Iteration 57Q: 3 clusters Score -5434416 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5434587.500000 Penalty: 5303.914062
	Iteration 58Q: 3 clusters Score -5434588 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5434716.500000 Penalty: 5303.914062
	Iteration 59Q: 3 clusters Score -5434716 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5434876.000000 Penalty: 5303.914062
	Iteration 60F: 3 clusters Score -5434876 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5435007.000000 Penalty: 5303.914062
	Iteration 61Q: 3 clusters Score -5435007 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5435159.500000 Penalty: 5303.914062
	Iteration 62Q: 3 clusters Score -5435160 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5435289.000000 Penalty: 5303.914062
	Iteration 63Q: 3 clusters Score -5435289 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5435380.500000 Penalty: 5303.914062
	Iteration 64Q: 3 clusters Score -5435380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5435468.000000 Penalty: 5303.914062
	Iteration 65Q: 3 clusters Score -5435468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5435531.000000 Penalty: 5303.914062
	Iteration 66Q: 3 clusters Score -5435531 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5435583.000000 Penalty: 5303.914062
	Iteration 67Q: 3 clusters Score -5435583 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5435631.000000 Penalty: 5303.914062
	Iteration 68Q: 3 clusters Score -5435631 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5435674.500000 Penalty: 5303.914062
	Iteration 69Q: 3 clusters Score -5435674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -5435719.000000 Penalty: 5303.914062
	Iteration 70Q: 3 clusters Score -5435719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -5435752.500000 Penalty: 5303.914062
	Iteration 71Q: 3 clusters Score -5435752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -5435773.500000 Penalty: 5303.914062
	Iteration 72Q: 3 clusters Score -5435774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5435801.000000 Penalty: 5303.914062
	Iteration 73Q: 3 clusters Score -5435801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -5435822.500000 Penalty: 5303.914062
	Iteration 74Q: 3 clusters Score -5435822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5435847.000000 Penalty: 5303.914062
	Iteration 75Q: 3 clusters Score -5435847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5435859.500000 Penalty: 5303.914062
	Iteration 76Q: 3 clusters Score -5435860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -5435873.000000 Penalty: 5303.914062
	Iteration 77Q: 3 clusters Score -5435873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5435886.500000 Penalty: 5303.914062
	Iteration 78Q: 3 clusters Score -5435886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -5435885.500000 Penalty: 5303.914062
	Iteration 79Q: 3 clusters Score -5435886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -5435893.500000 Penalty: 5303.914062
	Iteration 80F: 3 clusters Score -5435894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -5435900.500000 Penalty: 5303.914062
	Iteration 81Q: 3 clusters Score -5435900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5435898.500000 Penalty: 5303.914062
	Iteration 82Q: 3 clusters Score -5435898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -5435901.000000 Penalty: 5303.914062
	Iteration 83Q: 3 clusters Score -5435901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -5435904.000000 Penalty: 5303.914062
	Iteration 84Q: 3 clusters Score -5435904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -5435906.000000 Penalty: 5303.914062
	Iteration 85Q: 3 clusters Score -5435906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5435913.500000 Penalty: 5303.914062
	Iteration 86Q: 3 clusters Score -5435914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5435919.500000 Penalty: 5303.914062
	Iteration 87Q: 3 clusters Score -5435920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -5435918.500000 Penalty: 5303.914062
	Iteration 88Q: 3 clusters Score -5435918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5435914.500000 Penalty: 5303.914062
	Iteration 89Q: 3 clusters Score -5435914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5435921.500000 Penalty: 5303.914062
	Iteration 90Q: 3 clusters Score -5435922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5435915.500000 Penalty: 5303.914062
	Iteration 91Q: 3 clusters Score -5435916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5435916.000000 Penalty: 5303.914062
	Iteration 92Q: 3 clusters Score -5435916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5435918.500000 Penalty: 5303.914062
	Iteration 93Q: 3 clusters Score -5435918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5435927.000000 Penalty: 5303.914062
	Iteration 94Q: 3 clusters Score -5435927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -5435929.000000 Penalty: 5303.914062
	Iteration 95Q: 3 clusters Score -5435929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5435934.500000 Penalty: 5303.914062
	Iteration 96Q: 3 clusters Score -5435934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5435938.500000 Penalty: 5303.914062
	Iteration 97Q: 3 clusters Score -5435938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5435941.500000 Penalty: 5303.914062
	Iteration 98Q: 3 clusters Score -5435942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5435940.000000 Penalty: 5303.914062
	Iteration 99Q: 3 clusters Score -5435940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -5435946.000000 Penalty: 5303.914062
	Iteration 100F: 3 clusters Score -5435946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5435942.000000 Penalty: 5303.914062
	Iteration 101Q: 3 clusters Score -5435942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -5435944.000000 Penalty: 5303.914062
	Iteration 102Q: 3 clusters Score -5435944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5435936.500000 Penalty: 5303.914062
	Iteration 103Q: 3 clusters Score -5435936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -5435938.000000 Penalty: 5303.914062
	Iteration 104Q: 3 clusters Score -5435938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -5435938.000000 Penalty: 5303.914062
	Iteration 105F: 3 clusters Score -5435938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Entering Unmasked Estep 
Score: -1666370.000000 Penalty: 2363.158936
	Iteration 0F: 2 clusters Score -1666370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1656233.750000 Penalty: 4726.317871
	Iteration 0F: 3 clusters Score -1656234 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1659428.250000 Penalty: 4726.317871
	Iteration 1F: 3 clusters Score -1659428 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1659984.750000 Penalty: 4726.317871
	Iteration 2F: 3 clusters Score -1659985 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1660854.125000 Penalty: 4726.317871
	Iteration 3F: 3 clusters Score -1660854 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1662628.500000 Penalty: 4726.317871
	Iteration 4F: 3 clusters Score -1662628 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1664931.000000 Penalty: 4726.317871
	Iteration 5F: 3 clusters Score -1664931 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1666739.250000 Penalty: 4726.317871
	Iteration 6F: 3 clusters Score -1666739 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1668387.000000 Penalty: 4726.317871
	Iteration 7F: 3 clusters Score -1668387 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1669631.875000 Penalty: 4726.317871
	Iteration 8F: 3 clusters Score -1669632 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1670217.375000 Penalty: 4726.317871
	Iteration 9Q: 3 clusters Score -1670217 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1670418.250000 Penalty: 4726.317871
	Iteration 10Q: 3 clusters Score -1670418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1670475.250000 Penalty: 4726.317871
	Iteration 11Q: 3 clusters Score -1670475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1670505.375000 Penalty: 4726.317871
	Iteration 12Q: 3 clusters Score -1670505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1670521.000000 Penalty: 4726.317871
	Iteration 13Q: 3 clusters Score -1670521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1670528.375000 Penalty: 4726.317871
	Iteration 14Q: 3 clusters Score -1670528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1670532.375000 Penalty: 4726.317871
	Iteration 15Q: 3 clusters Score -1670532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1670543.000000 Penalty: 4726.317871
	Iteration 16Q: 3 clusters Score -1670543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1670548.000000 Penalty: 4726.317871
	Iteration 17Q: 3 clusters Score -1670548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1670554.750000 Penalty: 4726.317871
	Iteration 18Q: 3 clusters Score -1670555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1670554.875000 Penalty: 4726.317871
	Iteration 19Q: 3 clusters Score -1670555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1670557.125000 Penalty: 4726.317871
	Iteration 20F: 3 clusters Score -1670557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1670556.250000 Penalty: 4726.317871
	Iteration 21Q: 3 clusters Score -1670556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1670556.250000 Penalty: 4726.317871
	Iteration 22F: 3 clusters Score -1670556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 191679 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 30404 members 
Mstep: Class 7 contains 22858 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Entering Unmasked Estep 
Score: -124130048.000000 Penalty: 72133.554688
Splitting cluster 3 changes total score from -124103280.000000 to -124130048.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (191679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191679 members 
Entering Unmasked Estep 
Score: -24060660.000000 Penalty: 3016.567139
	Iteration 0F: 2 clusters Score -2.406066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -23944378.000000 Penalty: 6033.134277
	Iteration 0F: 3 clusters Score -2.394438e+07 nChanged 91812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -23997730.000000 Penalty: 6033.134277
	Iteration 1F: 3 clusters Score -2.399773e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -23998392.000000 Penalty: 6033.134277
	Iteration 2Q: 3 clusters Score -2.399839e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -23999208.000000 Penalty: 6033.134277
	Iteration 3Q: 3 clusters Score -2.399921e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -23999976.000000 Penalty: 6033.134277
	Iteration 4Q: 3 clusters Score -2.399998e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -24000822.000000 Penalty: 6033.134277
	Iteration 5Q: 3 clusters Score -2.400082e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -24001744.000000 Penalty: 6033.134277
	Iteration 6Q: 3 clusters Score -2.400174e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -24002898.000000 Penalty: 6033.134277
	Iteration 7Q: 3 clusters Score -2.40029e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -24004600.000000 Penalty: 6033.134277
	Iteration 8Q: 3 clusters Score -2.40046e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78575 members 
Mstep: Class 2 contains 113104 members 
Entering Unmasked Estep 
Score: -24007502.000000 Penalty: 6033.134277
	Iteration 9Q: 3 clusters Score -2.40075e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 121020 members 
Entering Unmasked Estep 
Score: -24012684.000000 Penalty: 6033.134277
	Iteration 10Q: 3 clusters Score -2.401268e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 131230 members 
Entering Unmasked Estep 
Score: -24020746.000000 Penalty: 6033.134277
	Iteration 11F: 3 clusters Score -2.402075e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 142677 members 
Entering Unmasked Estep 
Score: -24031582.000000 Penalty: 6033.134277
	Iteration 12F: 3 clusters Score -2.403158e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 153002 members 
Entering Unmasked Estep 
Score: -24042018.000000 Penalty: 6033.134277
	Iteration 13F: 3 clusters Score -2.404202e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -24049654.000000 Penalty: 6033.134277
	Iteration 14Q: 3 clusters Score -2.404965e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -24053656.000000 Penalty: 6033.134277
	Iteration 15Q: 3 clusters Score -2.405366e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 168167 members 
Entering Unmasked Estep 
Score: -24055818.000000 Penalty: 6033.134277
	Iteration 16Q: 3 clusters Score -2.405582e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 170237 members 
Entering Unmasked Estep 
Score: -24057276.000000 Penalty: 6033.134277
	Iteration 17Q: 3 clusters Score -2.405728e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 171820 members 
Entering Unmasked Estep 
Score: -24058342.000000 Penalty: 6033.134277
	Iteration 18Q: 3 clusters Score -2.405834e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -24058950.000000 Penalty: 6033.134277
	Iteration 19Q: 3 clusters Score -2.405895e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 173832 members 
Entering Unmasked Estep 
Score: -24059528.000000 Penalty: 6033.134277
	Iteration 20F: 3 clusters Score -2.405953e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 174395 members 
Entering Unmasked Estep 
Score: -24059886.000000 Penalty: 6033.134277
	Iteration 21Q: 3 clusters Score -2.405989e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 174801 members 
Entering Unmasked Estep 
Score: -24060322.000000 Penalty: 6033.134277
	Iteration 22Q: 3 clusters Score -2.406032e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -24060438.000000 Penalty: 6033.134277
	Iteration 23Q: 3 clusters Score -2.406044e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 175322 members 
Entering Unmasked Estep 
Score: -24060568.000000 Penalty: 6033.134277
	Iteration 24Q: 3 clusters Score -2.406057e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 175551 members 
Entering Unmasked Estep 
Score: -24060788.000000 Penalty: 6033.134277
	Iteration 25Q: 3 clusters Score -2.406079e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 175670 members 
Entering Unmasked Estep 
Score: -24060756.000000 Penalty: 6033.134277
	Iteration 26Q: 3 clusters Score -2.406076e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 175757 members 
Entering Unmasked Estep 
Score: -24060758.000000 Penalty: 6033.134277
	Iteration 27Q: 3 clusters Score -2.406076e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -24060838.000000 Penalty: 6033.134277
	Iteration 28Q: 3 clusters Score -2.406084e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 175837 members 
Entering Unmasked Estep 
Score: -24060920.000000 Penalty: 6033.134277
	Iteration 29Q: 3 clusters Score -2.406092e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -24060936.000000 Penalty: 6033.134277
	Iteration 30Q: 3 clusters Score -2.406094e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 175890 members 
Entering Unmasked Estep 
Score: -24060880.000000 Penalty: 6033.134277
	Iteration 31Q: 3 clusters Score -2.406088e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -24060892.000000 Penalty: 6033.134277
	Iteration 32Q: 3 clusters Score -2.406089e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -24060924.000000 Penalty: 6033.134277
	Iteration 33Q: 3 clusters Score -2.406092e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 175998 members 
Entering Unmasked Estep 
Score: -24060918.000000 Penalty: 6033.134277
	Iteration 34Q: 3 clusters Score -2.406092e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 176016 members 
Entering Unmasked Estep 
Score: -24060920.000000 Penalty: 6033.134277
	Iteration 35Q: 3 clusters Score -2.406092e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
Score: -24060930.000000 Penalty: 6033.134277
	Iteration 36Q: 3 clusters Score -2.406093e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 176010 members 
Entering Unmasked Estep 
Score: -24060870.000000 Penalty: 6033.134277
	Iteration 37Q: 3 clusters Score -2.406087e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 176017 members 
Entering Unmasked Estep 
Score: -24060884.000000 Penalty: 6033.134277
	Iteration 38Q: 3 clusters Score -2.406088e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -24060918.000000 Penalty: 6033.134277
	Iteration 39Q: 3 clusters Score -2.406092e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 176010 members 
Entering Unmasked Estep 
Score: -24060914.000000 Penalty: 6033.134277
	Iteration 40F: 3 clusters Score -2.406091e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 175989 members 
Entering Unmasked Estep 
Score: -24060896.000000 Penalty: 6033.134277
	Iteration 41Q: 3 clusters Score -2.40609e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -24060922.000000 Penalty: 6033.134277
	Iteration 42Q: 3 clusters Score -2.406092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -24060876.000000 Penalty: 6033.134277
	Iteration 43Q: 3 clusters Score -2.406088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 175922 members 
Entering Unmasked Estep 
Score: -24060864.000000 Penalty: 6033.134277
	Iteration 44Q: 3 clusters Score -2.406086e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -24060872.000000 Penalty: 6033.134277
	Iteration 45Q: 3 clusters Score -2.406087e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 175885 members 
Entering Unmasked Estep 
Score: -24060852.000000 Penalty: 6033.134277
	Iteration 46Q: 3 clusters Score -2.406085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 175870 members 
Entering Unmasked Estep 
Score: -24060846.000000 Penalty: 6033.134277
	Iteration 47Q: 3 clusters Score -2.406085e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 175841 members 
Entering Unmasked Estep 
Score: -24060844.000000 Penalty: 6033.134277
	Iteration 48Q: 3 clusters Score -2.406084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 175807 members 
Entering Unmasked Estep 
Score: -24060842.000000 Penalty: 6033.134277
	Iteration 49Q: 3 clusters Score -2.406084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -24060842.000000 Penalty: 6033.134277
	Iteration 50Q: 3 clusters Score -2.406084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 175761 members 
Entering Unmasked Estep 
Score: -24060844.000000 Penalty: 6033.134277
	Iteration 51Q: 3 clusters Score -2.406084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 175745 members 
Entering Unmasked Estep 
Score: -24060858.000000 Penalty: 6033.134277
	Iteration 52Q: 3 clusters Score -2.406086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 175725 members 
Entering Unmasked Estep 
Score: -24060854.000000 Penalty: 6033.134277
	Iteration 53Q: 3 clusters Score -2.406085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -24060868.000000 Penalty: 6033.134277
	Iteration 54Q: 3 clusters Score -2.406087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 175705 members 
Entering Unmasked Estep 
Score: -24060874.000000 Penalty: 6033.134277
	Iteration 55Q: 3 clusters Score -2.406087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -24060870.000000 Penalty: 6033.134277
	Iteration 56Q: 3 clusters Score -2.406087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 175703 members 
Entering Unmasked Estep 
Score: -24060870.000000 Penalty: 6033.134277
	Iteration 57Q: 3 clusters Score -2.406087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -24060858.000000 Penalty: 6033.134277
	Iteration 58Q: 3 clusters Score -2.406086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -24060852.000000 Penalty: 6033.134277
	Iteration 59Q: 3 clusters Score -2.406085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -24060846.000000 Penalty: 6033.134277
	Iteration 60F: 3 clusters Score -2.406085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -24060850.000000 Penalty: 6033.134277
	Iteration 61Q: 3 clusters Score -2.406085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -24060852.000000 Penalty: 6033.134277
	Iteration 62Q: 3 clusters Score -2.406085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -24060852.000000 Penalty: 6033.134277
	Iteration 63F: 3 clusters Score -2.406085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 30404 members 
Mstep: Class 7 contains 22858 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Entering Unmasked Estep 
Score: -124129568.000000 Penalty: 75568.484375
Splitting cluster 4 changes total score from -124103280.000000 to -124129568.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1055727.000000 Penalty: 2264.990723
	Iteration 0F: 2 clusters Score -1055727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1048542.312500 Penalty: 4529.981445
	Iteration 0F: 3 clusters Score -1048542 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1050939.250000 Penalty: 4529.981445
	Iteration 1F: 3 clusters Score -1050939 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1051822.750000 Penalty: 4529.981445
	Iteration 2F: 3 clusters Score -1051823 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1052833.250000 Penalty: 4529.981445
	Iteration 3F: 3 clusters Score -1052833 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1053852.000000 Penalty: 4529.981445
	Iteration 4F: 3 clusters Score -1053852 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1054589.750000 Penalty: 4529.981445
	Iteration 5F: 3 clusters Score -1054590 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1054983.125000 Penalty: 4529.981445
	Iteration 6F: 3 clusters Score -1054983 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1055180.625000 Penalty: 4529.981445
	Iteration 7Q: 3 clusters Score -1055181 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1055299.875000 Penalty: 4529.981445
	Iteration 8Q: 3 clusters Score -1055300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1055355.750000 Penalty: 4529.981445
	Iteration 9Q: 3 clusters Score -1055356 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1055389.500000 Penalty: 4529.981445
	Iteration 10Q: 3 clusters Score -1055390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1055409.750000 Penalty: 4529.981445
	Iteration 11Q: 3 clusters Score -1055410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1055417.125000 Penalty: 4529.981445
	Iteration 12Q: 3 clusters Score -1055417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1055423.625000 Penalty: 4529.981445
	Iteration 13Q: 3 clusters Score -1055424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1055430.125000 Penalty: 4529.981445
	Iteration 14Q: 3 clusters Score -1055430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1055432.125000 Penalty: 4529.981445
	Iteration 15Q: 3 clusters Score -1055432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1055434.750000 Penalty: 4529.981445
	Iteration 16Q: 3 clusters Score -1055435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1055439.250000 Penalty: 4529.981445
	Iteration 17Q: 3 clusters Score -1055439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1055440.625000 Penalty: 4529.981445
	Iteration 18Q: 3 clusters Score -1055441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1055441.750000 Penalty: 4529.981445
	Iteration 19Q: 3 clusters Score -1055442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1055439.750000 Penalty: 4529.981445
	Iteration 20F: 3 clusters Score -1055440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1055441.000000 Penalty: 4529.981445
	Iteration 21Q: 3 clusters Score -1055441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1055439.875000 Penalty: 4529.981445
	Iteration 22Q: 3 clusters Score -1055440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1055441.125000 Penalty: 4529.981445
	Iteration 23Q: 3 clusters Score -1055441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1055441.125000 Penalty: 4529.981445
	Iteration 24F: 3 clusters Score -1055441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Entering Unmasked Estep 
Score: -3586984.000000 Penalty: 2559.937744
	Iteration 0F: 2 clusters Score -3586984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3566174.000000 Penalty: 5119.875488
	Iteration 0F: 3 clusters Score -3566174 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3573943.000000 Penalty: 5119.875488
	Iteration 1F: 3 clusters Score -3573943 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3575174.000000 Penalty: 5119.875488
	Iteration 2F: 3 clusters Score -3575174 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3577451.250000 Penalty: 5119.875488
	Iteration 3F: 3 clusters Score -3577451 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3580556.750000 Penalty: 5119.875488
	Iteration 4F: 3 clusters Score -3580557 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3583512.750000 Penalty: 5119.875488
	Iteration 5F: 3 clusters Score -3583513 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3585409.750000 Penalty: 5119.875488
	Iteration 6F: 3 clusters Score -3585410 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3586536.000000 Penalty: 5119.875488
	Iteration 7F: 3 clusters Score -3586536 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3587258.000000 Penalty: 5119.875488
	Iteration 8Q: 3 clusters Score -3587258 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3587701.000000 Penalty: 5119.875488
	Iteration 9Q: 3 clusters Score -3587701 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3587983.750000 Penalty: 5119.875488
	Iteration 10Q: 3 clusters Score -3587984 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3588137.250000 Penalty: 5119.875488
	Iteration 11Q: 3 clusters Score -3588137 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3588241.000000 Penalty: 5119.875488
	Iteration 12Q: 3 clusters Score -3588241 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3588332.500000 Penalty: 5119.875488
	Iteration 13Q: 3 clusters Score -3588332 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3588386.000000 Penalty: 5119.875488
	Iteration 14Q: 3 clusters Score -3588386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3588410.000000 Penalty: 5119.875488
	Iteration 15Q: 3 clusters Score -3588410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3588435.000000 Penalty: 5119.875488
	Iteration 16Q: 3 clusters Score -3588435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3588443.250000 Penalty: 5119.875488
	Iteration 17Q: 3 clusters Score -3588443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3588453.250000 Penalty: 5119.875488
	Iteration 18Q: 3 clusters Score -3588453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3588464.750000 Penalty: 5119.875488
	Iteration 19Q: 3 clusters Score -3588465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3588470.250000 Penalty: 5119.875488
	Iteration 20F: 3 clusters Score -3588470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3588473.750000 Penalty: 5119.875488
	Iteration 21Q: 3 clusters Score -3588474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3588466.750000 Penalty: 5119.875488
	Iteration 22Q: 3 clusters Score -3588467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3588470.750000 Penalty: 5119.875488
	Iteration 23Q: 3 clusters Score -3588471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3588473.500000 Penalty: 5119.875488
	Iteration 24Q: 3 clusters Score -3588474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3588473.000000 Penalty: 5119.875488
	Iteration 25Q: 3 clusters Score -3588473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3588480.500000 Penalty: 5119.875488
	Iteration 26Q: 3 clusters Score -3588480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3588489.000000 Penalty: 5119.875488
	Iteration 27Q: 3 clusters Score -3588489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3588490.000000 Penalty: 5119.875488
	Iteration 28Q: 3 clusters Score -3588490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3588490.500000 Penalty: 5119.875488
	Iteration 29Q: 3 clusters Score -3588490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3588488.250000 Penalty: 5119.875488
	Iteration 30Q: 3 clusters Score -3588488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3588486.250000 Penalty: 5119.875488
	Iteration 31Q: 3 clusters Score -3588486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3588491.000000 Penalty: 5119.875488
	Iteration 32Q: 3 clusters Score -3588491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3588487.500000 Penalty: 5119.875488
	Iteration 33Q: 3 clusters Score -3588488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3588489.250000 Penalty: 5119.875488
	Iteration 34Q: 3 clusters Score -3588489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3588489.250000 Penalty: 5119.875488
	Iteration 35F: 3 clusters Score -3588489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 22858 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Mstep: Class 23 contains 27779 members 
Entering Unmasked Estep 
Score: -124129920.000000 Penalty: 79003.414062
Splitting cluster 6 changes total score from -124103280.000000 to -124129920.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (22858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Entering Unmasked Estep 
Score: -2719124.500000 Penalty: 2489.189941
	Iteration 0F: 2 clusters Score -2719124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2703292.500000 Penalty: 4978.379883
	Iteration 0F: 3 clusters Score -2703292 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2708847.000000 Penalty: 4978.379883
	Iteration 1F: 3 clusters Score -2708847 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2709433.250000 Penalty: 4978.379883
	Iteration 2F: 3 clusters Score -2709433 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2710237.750000 Penalty: 4978.379883
	Iteration 3F: 3 clusters Score -2710238 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2711302.500000 Penalty: 4978.379883
	Iteration 4F: 3 clusters Score -2711302 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2712659.500000 Penalty: 4978.379883
	Iteration 5F: 3 clusters Score -2712660 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2714332.750000 Penalty: 4978.379883
	Iteration 6F: 3 clusters Score -2714333 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2715766.750000 Penalty: 4978.379883
	Iteration 7F: 3 clusters Score -2715767 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2716684.750000 Penalty: 4978.379883
	Iteration 8F: 3 clusters Score -2716685 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2717259.250000 Penalty: 4978.379883
	Iteration 9Q: 3 clusters Score -2717259 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2717664.750000 Penalty: 4978.379883
	Iteration 10Q: 3 clusters Score -2717665 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2717990.250000 Penalty: 4978.379883
	Iteration 11Q: 3 clusters Score -2717990 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2718250.750000 Penalty: 4978.379883
	Iteration 12Q: 3 clusters Score -2718251 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2718519.000000 Penalty: 4978.379883
	Iteration 13Q: 3 clusters Score -2718519 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2718753.250000 Penalty: 4978.379883
	Iteration 14Q: 3 clusters Score -2718753 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2718966.750000 Penalty: 4978.379883
	Iteration 15Q: 3 clusters Score -2718967 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2719159.250000 Penalty: 4978.379883
	Iteration 16Q: 3 clusters Score -2719159 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2719342.750000 Penalty: 4978.379883
	Iteration 17Q: 3 clusters Score -2719343 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2719474.750000 Penalty: 4978.379883
	Iteration 18Q: 3 clusters Score -2719475 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2719587.000000 Penalty: 4978.379883
	Iteration 19Q: 3 clusters Score -2719587 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2719687.000000 Penalty: 4978.379883
	Iteration 20F: 3 clusters Score -2719687 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2719767.000000 Penalty: 4978.379883
	Iteration 21Q: 3 clusters Score -2719767 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2719826.000000 Penalty: 4978.379883
	Iteration 22Q: 3 clusters Score -2719826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2719853.250000 Penalty: 4978.379883
	Iteration 23Q: 3 clusters Score -2719853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2719887.000000 Penalty: 4978.379883
	Iteration 24Q: 3 clusters Score -2719887 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2719896.250000 Penalty: 4978.379883
	Iteration 25Q: 3 clusters Score -2719896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2719906.500000 Penalty: 4978.379883
	Iteration 26Q: 3 clusters Score -2719906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2719921.250000 Penalty: 4978.379883
	Iteration 27Q: 3 clusters Score -2719921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2719925.500000 Penalty: 4978.379883
	Iteration 28Q: 3 clusters Score -2719926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2719930.750000 Penalty: 4978.379883
	Iteration 29Q: 3 clusters Score -2719931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2719935.000000 Penalty: 4978.379883
	Iteration 30Q: 3 clusters Score -2719935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2719931.500000 Penalty: 4978.379883
	Iteration 31Q: 3 clusters Score -2719932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2719933.000000 Penalty: 4978.379883
	Iteration 32Q: 3 clusters Score -2719933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2719930.250000 Penalty: 4978.379883
	Iteration 33Q: 3 clusters Score -2719930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2719934.000000 Penalty: 4978.379883
	Iteration 34Q: 3 clusters Score -2719934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2719939.750000 Penalty: 4978.379883
	Iteration 35Q: 3 clusters Score -2719940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2719940.500000 Penalty: 4978.379883
	Iteration 36Q: 3 clusters Score -2719940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2719939.250000 Penalty: 4978.379883
	Iteration 37Q: 3 clusters Score -2719939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2719941.000000 Penalty: 4978.379883
	Iteration 38Q: 3 clusters Score -2719941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2719941.250000 Penalty: 4978.379883
	Iteration 39Q: 3 clusters Score -2719941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2719942.750000 Penalty: 4978.379883
	Iteration 40F: 3 clusters Score -2719943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2719942.250000 Penalty: 4978.379883
	Iteration 41Q: 3 clusters Score -2719942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2719945.000000 Penalty: 4978.379883
	Iteration 42Q: 3 clusters Score -2719945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2719946.000000 Penalty: 4978.379883
	Iteration 43Q: 3 clusters Score -2719946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2719950.000000 Penalty: 4978.379883
	Iteration 44Q: 3 clusters Score -2719950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2719949.750000 Penalty: 4978.379883
	Iteration 45Q: 3 clusters Score -2719950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2719946.500000 Penalty: 4978.379883
	Iteration 46Q: 3 clusters Score -2719946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2719944.500000 Penalty: 4978.379883
	Iteration 47Q: 3 clusters Score -2719944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2719944.250000 Penalty: 4978.379883
	Iteration 48Q: 3 clusters Score -2719944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2719944.250000 Penalty: 4978.379883
	Iteration 49F: 3 clusters Score -2719944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Mstep: Class 23 contains 27779 members 
Mstep: Class 24 contains 5387 members 
Entering Unmasked Estep 
Score: -124129744.000000 Penalty: 82438.343750
Splitting cluster 7 changes total score from -124103280.000000 to -124129744.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -540975.375000 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -540975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -536783.062500 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -536783.1 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -537782.937500 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -537782.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537969.687500 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -537969.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -538095.875000 Penalty: 4167.395508
	Iteration 3Q: 3 clusters Score -538095.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -538189.312500 Penalty: 4167.395508
	Iteration 4Q: 3 clusters Score -538189.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -538269.312500 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -538269.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -538328.312500 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -538328.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -538381.875000 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -538381.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -538429.062500 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -538429.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -538476.437500 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -538476.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -538537.625000 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -538537.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -538589.500000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -538589.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -538644.312500 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -538644.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -538705.875000 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -538705.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -538760.500000 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -538760.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -538820.312500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -538820.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -538877.562500 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -538877.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -538920.187500 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -538920.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -538966.000000 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -538966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -539004.875000 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -539004.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -539037.812500 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -539037.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -539059.750000 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -539059.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -539079.687500 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -539079.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -539096.312500 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -539096.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -539103.562500 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -539103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -539112.000000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -539112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -539123.187500 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -539123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -539129.875000 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -539129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -539132.187500 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -539132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -539134.687500 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -539134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -539138.250000 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -539138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -539140.875000 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -539140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -539142.312500 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -539142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -539143.875000 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -539143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -539143.250000 Penalty: 4167.395508
	Iteration 34Q: 3 clusters Score -539143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -539143.250000 Penalty: 4167.395508
	Iteration 35F: 3 clusters Score -539143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -257219.109375 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -257219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -254556.734375 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -254556.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -256565.671875 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -256565.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -257484.984375 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -257485 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -257808.093750 Penalty: 3877.342285
	Iteration 3F: 3 clusters Score -257808.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -257960.609375 Penalty: 3877.342285
	Iteration 4Q: 3 clusters Score -257960.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -258073.859375 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -258073.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -258195.125000 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -258195.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -258338.000000 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -258338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -258589.734375 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -258589.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -258752.578125 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -258752.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -258843.484375 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -258843.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -258902.265625 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -258902.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -258980.671875 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -258980.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -259146.937500 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -259146.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -259311.140625 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -259311.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -259394.093750 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -259394.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -259433.953125 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -259434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -259451.828125 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -259451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -259473.500000 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -259473.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -259492.671875 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -259492.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -259503.421875 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -259503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -259508.281250 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -259508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -259511.312500 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -259511.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259515.265625 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -259515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -259516.218750 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -259516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -259517.046875 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -259517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -259518.125000 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -259518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -259520.609375 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -259520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -259521.750000 Penalty: 3877.342285
	Iteration 28Q: 3 clusters Score -259521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -259522.953125 Penalty: 3877.342285
	Iteration 29Q: 3 clusters Score -259523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -259524.546875 Penalty: 3877.342285
	Iteration 30Q: 3 clusters Score -259524.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -259528.500000 Penalty: 3877.342285
	Iteration 31Q: 3 clusters Score -259528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -259532.312500 Penalty: 3877.342285
	Iteration 32Q: 3 clusters Score -259532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -259534.812500 Penalty: 3877.342285
	Iteration 33Q: 3 clusters Score -259534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -259536.984375 Penalty: 3877.342285
	Iteration 34Q: 3 clusters Score -259537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259538.890625 Penalty: 3877.342285
	Iteration 35Q: 3 clusters Score -259538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -259539.187500 Penalty: 3877.342285
	Iteration 36Q: 3 clusters Score -259539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -259540.328125 Penalty: 3877.342285
	Iteration 37Q: 3 clusters Score -259540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -259541.796875 Penalty: 3877.342285
	Iteration 38Q: 3 clusters Score -259541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -259542.953125 Penalty: 3877.342285
	Iteration 39Q: 3 clusters Score -259543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -259544.671875 Penalty: 3877.342285
	Iteration 40F: 3 clusters Score -259544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -259545.765625 Penalty: 3877.342285
	Iteration 41Q: 3 clusters Score -259545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -259546.015625 Penalty: 3877.342285
	Iteration 42Q: 3 clusters Score -259546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -259546.015625 Penalty: 3877.342285
	Iteration 43F: 3 clusters Score -259546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Mstep: Class 23 contains 27779 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 934 members 
Entering Unmasked Estep 
Score: -124130392.000000 Penalty: 85873.281250
Splitting cluster 9 changes total score from -124103280.000000 to -124130392.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -1027796.125000 Penalty: 2248.599121
	Iteration 0F: 2 clusters Score -1027796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1021048.125000 Penalty: 4497.198242
	Iteration 0F: 3 clusters Score -1021048 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1023208.375000 Penalty: 4497.198242
	Iteration 1F: 3 clusters Score -1023208 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1023883.750000 Penalty: 4497.198242
	Iteration 2F: 3 clusters Score -1023884 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1024652.500000 Penalty: 4497.198242
	Iteration 3F: 3 clusters Score -1024652 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1025354.937500 Penalty: 4497.198242
	Iteration 4F: 3 clusters Score -1025355 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1025888.312500 Penalty: 4497.198242
	Iteration 5F: 3 clusters Score -1025888 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1026291.500000 Penalty: 4497.198242
	Iteration 6F: 3 clusters Score -1026292 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1026664.312500 Penalty: 4497.198242
	Iteration 7Q: 3 clusters Score -1026664 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1027034.812500 Penalty: 4497.198242
	Iteration 8Q: 3 clusters Score -1027035 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1027341.500000 Penalty: 4497.198242
	Iteration 9Q: 3 clusters Score -1027342 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1027572.187500 Penalty: 4497.198242
	Iteration 10Q: 3 clusters Score -1027572 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1027721.625000 Penalty: 4497.198242
	Iteration 11Q: 3 clusters Score -1027722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1027851.687500 Penalty: 4497.198242
	Iteration 12Q: 3 clusters Score -1027852 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1027953.375000 Penalty: 4497.198242
	Iteration 13Q: 3 clusters Score -1027953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1028028.687500 Penalty: 4497.198242
	Iteration 14Q: 3 clusters Score -1028029 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1028095.687500 Penalty: 4497.198242
	Iteration 15Q: 3 clusters Score -1028096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1028141.562500 Penalty: 4497.198242
	Iteration 16Q: 3 clusters Score -1028142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1028170.625000 Penalty: 4497.198242
	Iteration 17Q: 3 clusters Score -1028171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1028189.687500 Penalty: 4497.198242
	Iteration 18Q: 3 clusters Score -1028190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1028205.312500 Penalty: 4497.198242
	Iteration 19Q: 3 clusters Score -1028205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1028213.375000 Penalty: 4497.198242
	Iteration 20F: 3 clusters Score -1028213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1028224.312500 Penalty: 4497.198242
	Iteration 21Q: 3 clusters Score -1028224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1028231.125000 Penalty: 4497.198242
	Iteration 22Q: 3 clusters Score -1028231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1028236.687500 Penalty: 4497.198242
	Iteration 23Q: 3 clusters Score -1028237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1028241.750000 Penalty: 4497.198242
	Iteration 24Q: 3 clusters Score -1028242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1028244.250000 Penalty: 4497.198242
	Iteration 25Q: 3 clusters Score -1028244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1028245.312500 Penalty: 4497.198242
	Iteration 26Q: 3 clusters Score -1028245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1028245.500000 Penalty: 4497.198242
	Iteration 27Q: 3 clusters Score -1028246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1028246.875000 Penalty: 4497.198242
	Iteration 28Q: 3 clusters Score -1028247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1028249.125000 Penalty: 4497.198242
	Iteration 29Q: 3 clusters Score -1028249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1028246.625000 Penalty: 4497.198242
	Iteration 30Q: 3 clusters Score -1028247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1028250.250000 Penalty: 4497.198242
	Iteration 31Q: 3 clusters Score -1028250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1028249.312500 Penalty: 4497.198242
	Iteration 32Q: 3 clusters Score -1028249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1028251.250000 Penalty: 4497.198242
	Iteration 33Q: 3 clusters Score -1028251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1028253.125000 Penalty: 4497.198242
	Iteration 34Q: 3 clusters Score -1028253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1028254.625000 Penalty: 4497.198242
	Iteration 35Q: 3 clusters Score -1028255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1028255.875000 Penalty: 4497.198242
	Iteration 36Q: 3 clusters Score -1028256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1028256.562500 Penalty: 4497.198242
	Iteration 37Q: 3 clusters Score -1028257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1028258.062500 Penalty: 4497.198242
	Iteration 38Q: 3 clusters Score -1028258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1028260.062500 Penalty: 4497.198242
	Iteration 39Q: 3 clusters Score -1028260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1028261.000000 Penalty: 4497.198242
	Iteration 40F: 3 clusters Score -1028261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1028261.750000 Penalty: 4497.198242
	Iteration 41Q: 3 clusters Score -1028262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1028263.625000 Penalty: 4497.198242
	Iteration 42Q: 3 clusters Score -1028264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1028267.812500 Penalty: 4497.198242
	Iteration 43Q: 3 clusters Score -1028268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1028267.687500 Penalty: 4497.198242
	Iteration 44Q: 3 clusters Score -1028268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1028268.250000 Penalty: 4497.198242
	Iteration 45Q: 3 clusters Score -1028268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1028269.437500 Penalty: 4497.198242
	Iteration 46Q: 3 clusters Score -1028269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1028268.437500 Penalty: 4497.198242
	Iteration 47Q: 3 clusters Score -1028268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1028267.000000 Penalty: 4497.198242
	Iteration 48Q: 3 clusters Score -1028267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1028267.000000 Penalty: 4497.198242
	Iteration 49F: 3 clusters Score -1028267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Mstep: Class 23 contains 27779 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 3589 members 
Entering Unmasked Estep 
Score: -124129368.000000 Penalty: 89308.210938
Splitting cluster 10 changes total score from -124103280.000000 to -124129368.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (8088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Entering Unmasked Estep 
Score: -971518.187500 Penalty: 2231.537842
	Iteration 0F: 2 clusters Score -971518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -965106.625000 Penalty: 4463.075684
	Iteration 0F: 3 clusters Score -965106.6 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -966935.250000 Penalty: 4463.075684
	Iteration 1F: 3 clusters Score -966935.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -967325.187500 Penalty: 4463.075684
	Iteration 2F: 3 clusters Score -967325.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -967604.937500 Penalty: 4463.075684
	Iteration 3F: 3 clusters Score -967604.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -967881.625000 Penalty: 4463.075684
	Iteration 4Q: 3 clusters Score -967881.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -968210.687500 Penalty: 4463.075684
	Iteration 5F: 3 clusters Score -968210.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -968681.812500 Penalty: 4463.075684
	Iteration 6F: 3 clusters Score -968681.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -969308.875000 Penalty: 4463.075684
	Iteration 7F: 3 clusters Score -969308.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -969889.500000 Penalty: 4463.075684
	Iteration 8F: 3 clusters Score -969889.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -970323.000000 Penalty: 4463.075684
	Iteration 9F: 3 clusters Score -970323 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -970588.250000 Penalty: 4463.075684
	Iteration 10Q: 3 clusters Score -970588.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -970733.687500 Penalty: 4463.075684
	Iteration 11Q: 3 clusters Score -970733.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -970800.000000 Penalty: 4463.075684
	Iteration 12Q: 3 clusters Score -970800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -970835.125000 Penalty: 4463.075684
	Iteration 13Q: 3 clusters Score -970835.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -970854.250000 Penalty: 4463.075684
	Iteration 14Q: 3 clusters Score -970854.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -970865.250000 Penalty: 4463.075684
	Iteration 15Q: 3 clusters Score -970865.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -970868.812500 Penalty: 4463.075684
	Iteration 16Q: 3 clusters Score -970868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -970872.437500 Penalty: 4463.075684
	Iteration 17Q: 3 clusters Score -970872.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -970876.312500 Penalty: 4463.075684
	Iteration 18Q: 3 clusters Score -970876.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -970878.687500 Penalty: 4463.075684
	Iteration 19Q: 3 clusters Score -970878.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -970881.125000 Penalty: 4463.075684
	Iteration 20F: 3 clusters Score -970881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -970885.062500 Penalty: 4463.075684
	Iteration 21Q: 3 clusters Score -970885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -970886.000000 Penalty: 4463.075684
	Iteration 22Q: 3 clusters Score -970886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -970889.000000 Penalty: 4463.075684
	Iteration 23Q: 3 clusters Score -970889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -970891.000000 Penalty: 4463.075684
	Iteration 24Q: 3 clusters Score -970891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -970894.562500 Penalty: 4463.075684
	Iteration 25Q: 3 clusters Score -970894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -970898.062500 Penalty: 4463.075684
	Iteration 26Q: 3 clusters Score -970898.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -970902.375000 Penalty: 4463.075684
	Iteration 27Q: 3 clusters Score -970902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -970902.250000 Penalty: 4463.075684
	Iteration 28Q: 3 clusters Score -970902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -970907.312500 Penalty: 4463.075684
	Iteration 29Q: 3 clusters Score -970907.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -970909.000000 Penalty: 4463.075684
	Iteration 30Q: 3 clusters Score -970909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -970913.187500 Penalty: 4463.075684
	Iteration 31Q: 3 clusters Score -970913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -970916.750000 Penalty: 4463.075684
	Iteration 32Q: 3 clusters Score -970916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -970918.750000 Penalty: 4463.075684
	Iteration 33Q: 3 clusters Score -970918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -970920.875000 Penalty: 4463.075684
	Iteration 34Q: 3 clusters Score -970920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -970922.125000 Penalty: 4463.075684
	Iteration 35Q: 3 clusters Score -970922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -970924.500000 Penalty: 4463.075684
	Iteration 36Q: 3 clusters Score -970924.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -970926.250000 Penalty: 4463.075684
	Iteration 37Q: 3 clusters Score -970926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -970927.312500 Penalty: 4463.075684
	Iteration 38Q: 3 clusters Score -970927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -970928.375000 Penalty: 4463.075684
	Iteration 39Q: 3 clusters Score -970928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -970932.500000 Penalty: 4463.075684
	Iteration 40F: 3 clusters Score -970932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -970930.687500 Penalty: 4463.075684
	Iteration 41Q: 3 clusters Score -970930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -970930.750000 Penalty: 4463.075684
	Iteration 42Q: 3 clusters Score -970930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -970930.750000 Penalty: 4463.075684
	Iteration 43Q: 3 clusters Score -970930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -970932.250000 Penalty: 4463.075684
	Iteration 44Q: 3 clusters Score -970932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -970932.250000 Penalty: 4463.075684
	Iteration 45F: 3 clusters Score -970932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Entering Unmasked Estep 
Score: -4064710.750000 Penalty: 2582.069336
	Iteration 0F: 2 clusters Score -4064711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -4042096.000000 Penalty: 5164.138672
	Iteration 0F: 3 clusters Score -4042096 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4050478.500000 Penalty: 5164.138672
	Iteration 1F: 3 clusters Score -4050478 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4051036.000000 Penalty: 5164.138672
	Iteration 2Q: 3 clusters Score -4051036 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4051642.000000 Penalty: 5164.138672
	Iteration 3Q: 3 clusters Score -4051642 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4052424.500000 Penalty: 5164.138672
	Iteration 4Q: 3 clusters Score -4052424 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4053574.250000 Penalty: 5164.138672
	Iteration 5F: 3 clusters Score -4053574 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4055154.500000 Penalty: 5164.138672
	Iteration 6F: 3 clusters Score -4055154 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4057023.250000 Penalty: 5164.138672
	Iteration 7F: 3 clusters Score -4057023 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4059094.750000 Penalty: 5164.138672
	Iteration 8F: 3 clusters Score -4059095 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4061135.750000 Penalty: 5164.138672
	Iteration 9F: 3 clusters Score -4061136 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -4062920.500000 Penalty: 5164.138672
	Iteration 10Q: 3 clusters Score -4062920 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4064028.750000 Penalty: 5164.138672
	Iteration 11Q: 3 clusters Score -4064029 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4064527.000000 Penalty: 5164.138672
	Iteration 12Q: 3 clusters Score -4064527 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4064763.000000 Penalty: 5164.138672
	Iteration 13Q: 3 clusters Score -4064763 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4064850.750000 Penalty: 5164.138672
	Iteration 14Q: 3 clusters Score -4064851 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4064908.250000 Penalty: 5164.138672
	Iteration 15Q: 3 clusters Score -4064908 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4064946.000000 Penalty: 5164.138672
	Iteration 16Q: 3 clusters Score -4064946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -4064957.500000 Penalty: 5164.138672
	Iteration 17Q: 3 clusters Score -4064958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4064967.500000 Penalty: 5164.138672
	Iteration 18Q: 3 clusters Score -4064968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4064966.000000 Penalty: 5164.138672
	Iteration 19Q: 3 clusters Score -4064966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4064987.250000 Penalty: 5164.138672
	Iteration 20F: 3 clusters Score -4064987 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4064996.000000 Penalty: 5164.138672
	Iteration 21Q: 3 clusters Score -4064996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4065000.500000 Penalty: 5164.138672
	Iteration 22Q: 3 clusters Score -4065000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -4065001.000000 Penalty: 5164.138672
	Iteration 23Q: 3 clusters Score -4065001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -4065001.750000 Penalty: 5164.138672
	Iteration 24Q: 3 clusters Score -4065002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -4065009.000000 Penalty: 5164.138672
	Iteration 25Q: 3 clusters Score -4065009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4065007.750000 Penalty: 5164.138672
	Iteration 26Q: 3 clusters Score -4065008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4065002.250000 Penalty: 5164.138672
	Iteration 27Q: 3 clusters Score -4065002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4064998.000000 Penalty: 5164.138672
	Iteration 28Q: 3 clusters Score -4064998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4065005.250000 Penalty: 5164.138672
	Iteration 29Q: 3 clusters Score -4065005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4065004.750000 Penalty: 5164.138672
	Iteration 30Q: 3 clusters Score -4065005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4065001.500000 Penalty: 5164.138672
	Iteration 31Q: 3 clusters Score -4065002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4065003.500000 Penalty: 5164.138672
	Iteration 32Q: 3 clusters Score -4065004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4065013.250000 Penalty: 5164.138672
	Iteration 33Q: 3 clusters Score -4065013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4065016.000000 Penalty: 5164.138672
	Iteration 34Q: 3 clusters Score -4065016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -4065015.750000 Penalty: 5164.138672
	Iteration 35Q: 3 clusters Score -4065016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4065015.750000 Penalty: 5164.138672
	Iteration 36Q: 3 clusters Score -4065016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4065012.000000 Penalty: 5164.138672
	Iteration 37Q: 3 clusters Score -4065012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4065019.500000 Penalty: 5164.138672
	Iteration 38Q: 3 clusters Score -4065020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4065012.750000 Penalty: 5164.138672
	Iteration 39Q: 3 clusters Score -4065013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4065018.500000 Penalty: 5164.138672
	Iteration 40F: 3 clusters Score -4065018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -4065030.000000 Penalty: 5164.138672
	Iteration 41Q: 3 clusters Score -4065030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4065033.500000 Penalty: 5164.138672
	Iteration 42Q: 3 clusters Score -4065034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4065043.500000 Penalty: 5164.138672
	Iteration 43Q: 3 clusters Score -4065044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -4065049.750000 Penalty: 5164.138672
	Iteration 44Q: 3 clusters Score -4065050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -4065046.500000 Penalty: 5164.138672
	Iteration 45Q: 3 clusters Score -4065046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4065039.750000 Penalty: 5164.138672
	Iteration 46Q: 3 clusters Score -4065040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4065048.500000 Penalty: 5164.138672
	Iteration 47Q: 3 clusters Score -4065048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -4065055.000000 Penalty: 5164.138672
	Iteration 48Q: 3 clusters Score -4065055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4065052.750000 Penalty: 5164.138672
	Iteration 49Q: 3 clusters Score -4065053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -4065062.000000 Penalty: 5164.138672
	Iteration 50Q: 3 clusters Score -4065062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4065062.750000 Penalty: 5164.138672
	Iteration 51Q: 3 clusters Score -4065063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4065073.000000 Penalty: 5164.138672
	Iteration 52Q: 3 clusters Score -4065073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -4065074.250000 Penalty: 5164.138672
	Iteration 53Q: 3 clusters Score -4065074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4065089.750000 Penalty: 5164.138672
	Iteration 54Q: 3 clusters Score -4065090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4065083.000000 Penalty: 5164.138672
	Iteration 55Q: 3 clusters Score -4065083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4065080.500000 Penalty: 5164.138672
	Iteration 56Q: 3 clusters Score -4065080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4065088.000000 Penalty: 5164.138672
	Iteration 57Q: 3 clusters Score -4065088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -4065090.750000 Penalty: 5164.138672
	Iteration 58Q: 3 clusters Score -4065091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4065091.000000 Penalty: 5164.138672
	Iteration 59Q: 3 clusters Score -4065091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4065087.250000 Penalty: 5164.138672
	Iteration 60F: 3 clusters Score -4065087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4065092.250000 Penalty: 5164.138672
	Iteration 61Q: 3 clusters Score -4065092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4065100.500000 Penalty: 5164.138672
	Iteration 62Q: 3 clusters Score -4065100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4065102.750000 Penalty: 5164.138672
	Iteration 63Q: 3 clusters Score -4065103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4065096.250000 Penalty: 5164.138672
	Iteration 64Q: 3 clusters Score -4065096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4065103.000000 Penalty: 5164.138672
	Iteration 65Q: 3 clusters Score -4065103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4065096.750000 Penalty: 5164.138672
	Iteration 66Q: 3 clusters Score -4065097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4065093.500000 Penalty: 5164.138672
	Iteration 67Q: 3 clusters Score -4065094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4065092.500000 Penalty: 5164.138672
	Iteration 68Q: 3 clusters Score -4065092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4065094.500000 Penalty: 5164.138672
	Iteration 69Q: 3 clusters Score -4065094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4065095.000000 Penalty: 5164.138672
	Iteration 70Q: 3 clusters Score -4065095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4065095.000000 Penalty: 5164.138672
	Iteration 71F: 3 clusters Score -4065095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Mstep: Class 23 contains 27779 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 21090 members 
Entering Unmasked Estep 
Score: -124128256.000000 Penalty: 92743.140625
Splitting cluster 12 changes total score from -124103280.000000 to -124128256.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (170774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Entering Unmasked Estep 
Score: -20797008.000000 Penalty: 2987.927979
	Iteration 0F: 2 clusters Score -2.079701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -20684042.000000 Penalty: 5975.855957
	Iteration 0F: 3 clusters Score -2.068404e+07 nChanged 81814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -20732964.000000 Penalty: 5975.855957
	Iteration 1F: 3 clusters Score -2.073296e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -20734798.000000 Penalty: 5975.855957
	Iteration 2Q: 3 clusters Score -2.07348e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -20737462.000000 Penalty: 5975.855957
	Iteration 3Q: 3 clusters Score -2.073746e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -20741204.000000 Penalty: 5975.855957
	Iteration 4Q: 3 clusters Score -2.07412e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -20745692.000000 Penalty: 5975.855957
	Iteration 5F: 3 clusters Score -2.074569e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -20750562.000000 Penalty: 5975.855957
	Iteration 6F: 3 clusters Score -2.075056e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -20755452.000000 Penalty: 5975.855957
	Iteration 7F: 3 clusters Score -2.075545e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -20760238.000000 Penalty: 5975.855957
	Iteration 8F: 3 clusters Score -2.076024e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -20764408.000000 Penalty: 5975.855957
	Iteration 9Q: 3 clusters Score -2.076441e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -20768782.000000 Penalty: 5975.855957
	Iteration 10Q: 3 clusters Score -2.076878e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106142 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -20772970.000000 Penalty: 5975.855957
	Iteration 11Q: 3 clusters Score -2.077297e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -20776634.000000 Penalty: 5975.855957
	Iteration 12Q: 3 clusters Score -2.077663e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111119 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -20779150.000000 Penalty: 5975.855957
	Iteration 13Q: 3 clusters Score -2.077915e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112667 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -20780892.000000 Penalty: 5975.855957
	Iteration 14Q: 3 clusters Score -2.078089e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -20782096.000000 Penalty: 5975.855957
	Iteration 15Q: 3 clusters Score -2.07821e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114857 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -20783274.000000 Penalty: 5975.855957
	Iteration 16Q: 3 clusters Score -2.078327e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115730 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -20784050.000000 Penalty: 5975.855957
	Iteration 17Q: 3 clusters Score -2.078405e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -20784854.000000 Penalty: 5975.855957
	Iteration 18Q: 3 clusters Score -2.078485e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -20785750.000000 Penalty: 5975.855957
	Iteration 19Q: 3 clusters Score -2.078575e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -20786666.000000 Penalty: 5975.855957
	Iteration 20F: 3 clusters Score -2.078667e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -20787488.000000 Penalty: 5975.855957
	Iteration 21Q: 3 clusters Score -2.078749e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -20788216.000000 Penalty: 5975.855957
	Iteration 22Q: 3 clusters Score -2.078822e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120931 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -20788844.000000 Penalty: 5975.855957
	Iteration 23Q: 3 clusters Score -2.078884e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121818 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -20789350.000000 Penalty: 5975.855957
	Iteration 24Q: 3 clusters Score -2.078935e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122644 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -20789756.000000 Penalty: 5975.855957
	Iteration 25Q: 3 clusters Score -2.078976e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -20790002.000000 Penalty: 5975.855957
	Iteration 26Q: 3 clusters Score -2.079e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124144 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -20790234.000000 Penalty: 5975.855957
	Iteration 27Q: 3 clusters Score -2.079023e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -20790408.000000 Penalty: 5975.855957
	Iteration 28Q: 3 clusters Score -2.079041e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -20790522.000000 Penalty: 5975.855957
	Iteration 29Q: 3 clusters Score -2.079052e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126089 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -20790700.000000 Penalty: 5975.855957
	Iteration 30Q: 3 clusters Score -2.07907e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -20790732.000000 Penalty: 5975.855957
	Iteration 31Q: 3 clusters Score -2.079073e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -20790744.000000 Penalty: 5975.855957
	Iteration 32Q: 3 clusters Score -2.079074e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127600 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -20790752.000000 Penalty: 5975.855957
	Iteration 33Q: 3 clusters Score -2.079075e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -20790770.000000 Penalty: 5975.855957
	Iteration 34Q: 3 clusters Score -2.079077e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -20790874.000000 Penalty: 5975.855957
	Iteration 35Q: 3 clusters Score -2.079087e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128788 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -20790890.000000 Penalty: 5975.855957
	Iteration 36Q: 3 clusters Score -2.079089e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129113 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -20790906.000000 Penalty: 5975.855957
	Iteration 37Q: 3 clusters Score -2.079091e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129407 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -20790936.000000 Penalty: 5975.855957
	Iteration 38Q: 3 clusters Score -2.079094e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -20790930.000000 Penalty: 5975.855957
	Iteration 39Q: 3 clusters Score -2.079093e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -20790916.000000 Penalty: 5975.855957
	Iteration 40F: 3 clusters Score -2.079092e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -20790956.000000 Penalty: 5975.855957
	Iteration 41Q: 3 clusters Score -2.079096e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130432 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -20791018.000000 Penalty: 5975.855957
	Iteration 42Q: 3 clusters Score -2.079102e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -20791004.000000 Penalty: 5975.855957
	Iteration 43Q: 3 clusters Score -2.0791e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -20790992.000000 Penalty: 5975.855957
	Iteration 44Q: 3 clusters Score -2.079099e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131018 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -20791012.000000 Penalty: 5975.855957
	Iteration 45Q: 3 clusters Score -2.079101e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -20791038.000000 Penalty: 5975.855957
	Iteration 46Q: 3 clusters Score -2.079104e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -20791066.000000 Penalty: 5975.855957
	Iteration 47Q: 3 clusters Score -2.079107e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -20791072.000000 Penalty: 5975.855957
	Iteration 48Q: 3 clusters Score -2.079107e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131753 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -20791072.000000 Penalty: 5975.855957
	Iteration 49Q: 3 clusters Score -2.079107e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131915 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -20791054.000000 Penalty: 5975.855957
	Iteration 50Q: 3 clusters Score -2.079105e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -20791080.000000 Penalty: 5975.855957
	Iteration 51Q: 3 clusters Score -2.079108e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132182 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -20791066.000000 Penalty: 5975.855957
	Iteration 52Q: 3 clusters Score -2.079107e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -20791098.000000 Penalty: 5975.855957
	Iteration 53Q: 3 clusters Score -2.07911e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132430 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -20791040.000000 Penalty: 5975.855957
	Iteration 54Q: 3 clusters Score -2.079104e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132539 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -20791014.000000 Penalty: 5975.855957
	Iteration 55Q: 3 clusters Score -2.079101e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132655 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -20791018.000000 Penalty: 5975.855957
	Iteration 56Q: 3 clusters Score -2.079102e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132756 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -20791036.000000 Penalty: 5975.855957
	Iteration 57Q: 3 clusters Score -2.079104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132868 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -20791056.000000 Penalty: 5975.855957
	Iteration 58Q: 3 clusters Score -2.079106e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -20791064.000000 Penalty: 5975.855957
	Iteration 59Q: 3 clusters Score -2.079106e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133090 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -20791074.000000 Penalty: 5975.855957
	Iteration 60F: 3 clusters Score -2.079107e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133196 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -20791048.000000 Penalty: 5975.855957
	Iteration 61Q: 3 clusters Score -2.079105e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -20791060.000000 Penalty: 5975.855957
	Iteration 62Q: 3 clusters Score -2.079106e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133430 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -20791062.000000 Penalty: 5975.855957
	Iteration 63Q: 3 clusters Score -2.079106e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133529 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -20791106.000000 Penalty: 5975.855957
	Iteration 64Q: 3 clusters Score -2.079111e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133619 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -20791078.000000 Penalty: 5975.855957
	Iteration 65Q: 3 clusters Score -2.079108e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133705 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -20791068.000000 Penalty: 5975.855957
	Iteration 66Q: 3 clusters Score -2.079107e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133804 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -20791048.000000 Penalty: 5975.855957
	Iteration 67Q: 3 clusters Score -2.079105e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -20791042.000000 Penalty: 5975.855957
	Iteration 68Q: 3 clusters Score -2.079104e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134040 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -20791032.000000 Penalty: 5975.855957
	Iteration 69Q: 3 clusters Score -2.079103e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134175 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -20791016.000000 Penalty: 5975.855957
	Iteration 70Q: 3 clusters Score -2.079102e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134314 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -20790998.000000 Penalty: 5975.855957
	Iteration 71Q: 3 clusters Score -2.0791e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -20791012.000000 Penalty: 5975.855957
	Iteration 72Q: 3 clusters Score -2.079101e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -20790980.000000 Penalty: 5975.855957
	Iteration 73Q: 3 clusters Score -2.079098e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134809 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -20790984.000000 Penalty: 5975.855957
	Iteration 74Q: 3 clusters Score -2.079098e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134964 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -20790990.000000 Penalty: 5975.855957
	Iteration 75Q: 3 clusters Score -2.079099e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135100 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -20790984.000000 Penalty: 5975.855957
	Iteration 76Q: 3 clusters Score -2.079098e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135216 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -20790998.000000 Penalty: 5975.855957
	Iteration 77Q: 3 clusters Score -2.0791e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135334 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -20790942.000000 Penalty: 5975.855957
	Iteration 78Q: 3 clusters Score -2.079094e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -20790972.000000 Penalty: 5975.855957
	Iteration 79Q: 3 clusters Score -2.079097e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135557 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -20790974.000000 Penalty: 5975.855957
	Iteration 80F: 3 clusters Score -2.079097e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -20791020.000000 Penalty: 5975.855957
	Iteration 81Q: 3 clusters Score -2.079102e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135767 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -20791012.000000 Penalty: 5975.855957
	Iteration 82Q: 3 clusters Score -2.079101e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135869 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -20791000.000000 Penalty: 5975.855957
	Iteration 83Q: 3 clusters Score -2.0791e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -20790992.000000 Penalty: 5975.855957
	Iteration 84Q: 3 clusters Score -2.079099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -20790972.000000 Penalty: 5975.855957
	Iteration 85Q: 3 clusters Score -2.079097e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -20791002.000000 Penalty: 5975.855957
	Iteration 86Q: 3 clusters Score -2.0791e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -20791008.000000 Penalty: 5975.855957
	Iteration 87Q: 3 clusters Score -2.079101e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136383 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -20790990.000000 Penalty: 5975.855957
	Iteration 88Q: 3 clusters Score -2.079099e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136492 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -20791022.000000 Penalty: 5975.855957
	Iteration 89Q: 3 clusters Score -2.079102e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136595 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -20791008.000000 Penalty: 5975.855957
	Iteration 90Q: 3 clusters Score -2.079101e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -20791008.000000 Penalty: 5975.855957
	Iteration 91Q: 3 clusters Score -2.079101e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136796 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -20791024.000000 Penalty: 5975.855957
	Iteration 92Q: 3 clusters Score -2.079102e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136881 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -20791026.000000 Penalty: 5975.855957
	Iteration 93Q: 3 clusters Score -2.079103e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136971 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -20790992.000000 Penalty: 5975.855957
	Iteration 94Q: 3 clusters Score -2.079099e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137048 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -20790986.000000 Penalty: 5975.855957
	Iteration 95Q: 3 clusters Score -2.079099e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137124 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -20791020.000000 Penalty: 5975.855957
	Iteration 96Q: 3 clusters Score -2.079102e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -20791018.000000 Penalty: 5975.855957
	Iteration 97Q: 3 clusters Score -2.079102e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137261 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -20791072.000000 Penalty: 5975.855957
	Iteration 98Q: 3 clusters Score -2.079107e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -20791092.000000 Penalty: 5975.855957
	Iteration 99Q: 3 clusters Score -2.079109e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -20791084.000000 Penalty: 5975.855957
	Iteration 100F: 3 clusters Score -2.079108e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -20791092.000000 Penalty: 5975.855957
	Iteration 101Q: 3 clusters Score -2.079109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -20791094.000000 Penalty: 5975.855957
	Iteration 102Q: 3 clusters Score -2.079109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -20791102.000000 Penalty: 5975.855957
	Iteration 103Q: 3 clusters Score -2.07911e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -20791134.000000 Penalty: 5975.855957
	Iteration 104Q: 3 clusters Score -2.079113e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -20791116.000000 Penalty: 5975.855957
	Iteration 105Q: 3 clusters Score -2.079112e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -20791100.000000 Penalty: 5975.855957
	Iteration 106Q: 3 clusters Score -2.07911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -20791120.000000 Penalty: 5975.855957
	Iteration 107Q: 3 clusters Score -2.079112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137832 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -20791110.000000 Penalty: 5975.855957
	Iteration 108Q: 3 clusters Score -2.079111e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137886 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -20791090.000000 Penalty: 5975.855957
	Iteration 109Q: 3 clusters Score -2.079109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137954 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -20791086.000000 Penalty: 5975.855957
	Iteration 110Q: 3 clusters Score -2.079109e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -20791102.000000 Penalty: 5975.855957
	Iteration 111Q: 3 clusters Score -2.07911e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138090 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -20791116.000000 Penalty: 5975.855957
	Iteration 112Q: 3 clusters Score -2.079112e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138157 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -20791130.000000 Penalty: 5975.855957
	Iteration 113Q: 3 clusters Score -2.079113e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -20791144.000000 Penalty: 5975.855957
	Iteration 114Q: 3 clusters Score -2.079114e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -20791138.000000 Penalty: 5975.855957
	Iteration 115Q: 3 clusters Score -2.079114e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138360 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -20791126.000000 Penalty: 5975.855957
	Iteration 116Q: 3 clusters Score -2.079113e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138427 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -20791124.000000 Penalty: 5975.855957
	Iteration 117Q: 3 clusters Score -2.079112e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -20791138.000000 Penalty: 5975.855957
	Iteration 118Q: 3 clusters Score -2.079114e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138566 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -20791094.000000 Penalty: 5975.855957
	Iteration 119Q: 3 clusters Score -2.079109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -20791086.000000 Penalty: 5975.855957
	Iteration 120F: 3 clusters Score -2.079109e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138679 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -20791084.000000 Penalty: 5975.855957
	Iteration 121Q: 3 clusters Score -2.079108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -20791090.000000 Penalty: 5975.855957
	Iteration 122Q: 3 clusters Score -2.079109e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -20791130.000000 Penalty: 5975.855957
	Iteration 123Q: 3 clusters Score -2.079113e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138834 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -20791160.000000 Penalty: 5975.855957
	Iteration 124Q: 3 clusters Score -2.079116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138884 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -20791134.000000 Penalty: 5975.855957
	Iteration 125Q: 3 clusters Score -2.079113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138929 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -20791124.000000 Penalty: 5975.855957
	Iteration 126Q: 3 clusters Score -2.079112e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -20791108.000000 Penalty: 5975.855957
	Iteration 127Q: 3 clusters Score -2.079111e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -20791122.000000 Penalty: 5975.855957
	Iteration 128Q: 3 clusters Score -2.079112e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139077 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -20791084.000000 Penalty: 5975.855957
	Iteration 129Q: 3 clusters Score -2.079108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139127 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -20791082.000000 Penalty: 5975.855957
	Iteration 130Q: 3 clusters Score -2.079108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139183 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -20791046.000000 Penalty: 5975.855957
	Iteration 131Q: 3 clusters Score -2.079105e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139264 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -20791080.000000 Penalty: 5975.855957
	Iteration 132Q: 3 clusters Score -2.079108e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139345 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -20791064.000000 Penalty: 5975.855957
	Iteration 133Q: 3 clusters Score -2.079106e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139426 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -20791060.000000 Penalty: 5975.855957
	Iteration 134Q: 3 clusters Score -2.079106e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -20791054.000000 Penalty: 5975.855957
	Iteration 135Q: 3 clusters Score -2.079105e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -20791050.000000 Penalty: 5975.855957
	Iteration 136Q: 3 clusters Score -2.079105e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139640 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -20791080.000000 Penalty: 5975.855957
	Iteration 137Q: 3 clusters Score -2.079108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139709 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -20791074.000000 Penalty: 5975.855957
	Iteration 138Q: 3 clusters Score -2.079107e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -20791098.000000 Penalty: 5975.855957
	Iteration 139Q: 3 clusters Score -2.07911e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139841 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -20791094.000000 Penalty: 5975.855957
	Iteration 140F: 3 clusters Score -2.079109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139899 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -20791070.000000 Penalty: 5975.855957
	Iteration 141Q: 3 clusters Score -2.079107e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139966 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -20791112.000000 Penalty: 5975.855957
	Iteration 142Q: 3 clusters Score -2.079111e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140040 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -20791098.000000 Penalty: 5975.855957
	Iteration 143Q: 3 clusters Score -2.07911e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -20791148.000000 Penalty: 5975.855957
	Iteration 144Q: 3 clusters Score -2.079115e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -20791140.000000 Penalty: 5975.855957
	Iteration 145Q: 3 clusters Score -2.079114e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140271 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -20791182.000000 Penalty: 5975.855957
	Iteration 146Q: 3 clusters Score -2.079118e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -20791162.000000 Penalty: 5975.855957
	Iteration 147Q: 3 clusters Score -2.079116e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -20791140.000000 Penalty: 5975.855957
	Iteration 148Q: 3 clusters Score -2.079114e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140552 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -20791142.000000 Penalty: 5975.855957
	Iteration 149Q: 3 clusters Score -2.079114e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140641 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -20791156.000000 Penalty: 5975.855957
	Iteration 150Q: 3 clusters Score -2.079116e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140734 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -20791146.000000 Penalty: 5975.855957
	Iteration 151Q: 3 clusters Score -2.079115e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140824 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -20791102.000000 Penalty: 5975.855957
	Iteration 152Q: 3 clusters Score -2.07911e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140895 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -20791082.000000 Penalty: 5975.855957
	Iteration 153Q: 3 clusters Score -2.079108e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140967 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -20791064.000000 Penalty: 5975.855957
	Iteration 154Q: 3 clusters Score -2.079106e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141051 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -20791084.000000 Penalty: 5975.855957
	Iteration 155Q: 3 clusters Score -2.079108e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141149 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -20791072.000000 Penalty: 5975.855957
	Iteration 156Q: 3 clusters Score -2.079107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141257 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -20791082.000000 Penalty: 5975.855957
	Iteration 157Q: 3 clusters Score -2.079108e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141374 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -20791112.000000 Penalty: 5975.855957
	Iteration 158Q: 3 clusters Score -2.079111e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141487 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -20791118.000000 Penalty: 5975.855957
	Iteration 159Q: 3 clusters Score -2.079112e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -20791128.000000 Penalty: 5975.855957
	Iteration 160F: 3 clusters Score -2.079113e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141735 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -20791140.000000 Penalty: 5975.855957
	Iteration 161Q: 3 clusters Score -2.079114e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141856 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -20791144.000000 Penalty: 5975.855957
	Iteration 162Q: 3 clusters Score -2.079114e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -20791150.000000 Penalty: 5975.855957
	Iteration 163Q: 3 clusters Score -2.079115e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142111 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -20791132.000000 Penalty: 5975.855957
	Iteration 164Q: 3 clusters Score -2.079113e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142221 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -20791164.000000 Penalty: 5975.855957
	Iteration 165Q: 3 clusters Score -2.079116e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142342 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -20791174.000000 Penalty: 5975.855957
	Iteration 166Q: 3 clusters Score -2.079117e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142478 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -20791226.000000 Penalty: 5975.855957
	Iteration 167Q: 3 clusters Score -2.079123e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142626 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -20791250.000000 Penalty: 5975.855957
	Iteration 168Q: 3 clusters Score -2.079125e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142787 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -20791282.000000 Penalty: 5975.855957
	Iteration 169Q: 3 clusters Score -2.079128e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -20791258.000000 Penalty: 5975.855957
	Iteration 170Q: 3 clusters Score -2.079126e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -20791246.000000 Penalty: 5975.855957
	Iteration 171Q: 3 clusters Score -2.079125e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143335 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -20791198.000000 Penalty: 5975.855957
	Iteration 172Q: 3 clusters Score -2.07912e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143534 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -20791196.000000 Penalty: 5975.855957
	Iteration 173Q: 3 clusters Score -2.07912e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -20791206.000000 Penalty: 5975.855957
	Iteration 174Q: 3 clusters Score -2.079121e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143972 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -20791262.000000 Penalty: 5975.855957
	Iteration 175Q: 3 clusters Score -2.079126e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144190 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -20791236.000000 Penalty: 5975.855957
	Iteration 176Q: 3 clusters Score -2.079124e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -20791252.000000 Penalty: 5975.855957
	Iteration 177Q: 3 clusters Score -2.079125e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144625 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -20791310.000000 Penalty: 5975.855957
	Iteration 178Q: 3 clusters Score -2.079131e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -20791296.000000 Penalty: 5975.855957
	Iteration 179Q: 3 clusters Score -2.07913e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -20791318.000000 Penalty: 5975.855957
	Iteration 180F: 3 clusters Score -2.079132e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.079132e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -20791350.000000 Penalty: 5975.855957
	Iteration 182Q: 3 clusters Score -2.079135e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145950 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -20791340.000000 Penalty: 5975.855957
	Iteration 183Q: 3 clusters Score -2.079134e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -20791428.000000 Penalty: 5975.855957
	Iteration 184Q: 3 clusters Score -2.079143e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -20791416.000000 Penalty: 5975.855957
	Iteration 185Q: 3 clusters Score -2.079142e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -20791510.000000 Penalty: 5975.855957
	Iteration 186Q: 3 clusters Score -2.079151e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147724 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -20791600.000000 Penalty: 5975.855957
	Iteration 187Q: 3 clusters Score -2.07916e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148349 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -20791614.000000 Penalty: 5975.855957
	Iteration 188Q: 3 clusters Score -2.079161e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -20791692.000000 Penalty: 5975.855957
	Iteration 189Q: 3 clusters Score -2.079169e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149810 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -20791954.000000 Penalty: 5975.855957
	Iteration 190Q: 3 clusters Score -2.079195e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150602 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -20792140.000000 Penalty: 5975.855957
	Iteration 191Q: 3 clusters Score -2.079214e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -20792366.000000 Penalty: 5975.855957
	Iteration 192Q: 3 clusters Score -2.079237e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152413 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -20792570.000000 Penalty: 5975.855957
	Iteration 193Q: 3 clusters Score -2.079257e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153432 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -20792832.000000 Penalty: 5975.855957
	Iteration 194Q: 3 clusters Score -2.079283e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -20793092.000000 Penalty: 5975.855957
	Iteration 195Q: 3 clusters Score -2.079309e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -20793480.000000 Penalty: 5975.855957
	Iteration 196Q: 3 clusters Score -2.079348e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -20793918.000000 Penalty: 5975.855957
	Iteration 197Q: 3 clusters Score -2.079392e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -20794320.000000 Penalty: 5975.855957
	Iteration 198Q: 3 clusters Score -2.079432e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158870 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -20794672.000000 Penalty: 5975.855957
	Iteration 199Q: 3 clusters Score -2.079467e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -20794808.000000 Penalty: 5975.855957
	Iteration 200F: 3 clusters Score -2.079481e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160619 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -20795052.000000 Penalty: 5975.855957
	Iteration 201Q: 3 clusters Score -2.079505e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -20795232.000000 Penalty: 5975.855957
	Iteration 202Q: 3 clusters Score -2.079523e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -20795382.000000 Penalty: 5975.855957
	Iteration 203Q: 3 clusters Score -2.079538e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -20795468.000000 Penalty: 5975.855957
	Iteration 204Q: 3 clusters Score -2.079547e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162992 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -20795482.000000 Penalty: 5975.855957
	Iteration 205Q: 3 clusters Score -2.079548e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163430 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -20795598.000000 Penalty: 5975.855957
	Iteration 206Q: 3 clusters Score -2.07956e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -20795634.000000 Penalty: 5975.855957
	Iteration 207Q: 3 clusters Score -2.079563e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -20795706.000000 Penalty: 5975.855957
	Iteration 208Q: 3 clusters Score -2.079571e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164456 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -20795722.000000 Penalty: 5975.855957
	Iteration 209Q: 3 clusters Score -2.079572e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -20795864.000000 Penalty: 5975.855957
	Iteration 210Q: 3 clusters Score -2.079586e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -20795870.000000 Penalty: 5975.855957
	Iteration 211Q: 3 clusters Score -2.079587e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -20795896.000000 Penalty: 5975.855957
	Iteration 212Q: 3 clusters Score -2.07959e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165362 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -20795940.000000 Penalty: 5975.855957
	Iteration 213Q: 3 clusters Score -2.079594e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -20795936.000000 Penalty: 5975.855957
	Iteration 214Q: 3 clusters Score -2.079594e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -20795970.000000 Penalty: 5975.855957
	Iteration 215Q: 3 clusters Score -2.079597e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -20795978.000000 Penalty: 5975.855957
	Iteration 216Q: 3 clusters Score -2.079598e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165872 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -20795984.000000 Penalty: 5975.855957
	Iteration 217Q: 3 clusters Score -2.079598e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -20796030.000000 Penalty: 5975.855957
	Iteration 218Q: 3 clusters Score -2.079603e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -20796038.000000 Penalty: 5975.855957
	Iteration 219Q: 3 clusters Score -2.079604e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -20796028.000000 Penalty: 5975.855957
	Iteration 220F: 3 clusters Score -2.079603e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -20796064.000000 Penalty: 5975.855957
	Iteration 221Q: 3 clusters Score -2.079606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166335 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -20796036.000000 Penalty: 5975.855957
	Iteration 222Q: 3 clusters Score -2.079604e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -20796030.000000 Penalty: 5975.855957
	Iteration 223Q: 3 clusters Score -2.079603e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -20796082.000000 Penalty: 5975.855957
	Iteration 224Q: 3 clusters Score -2.079608e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2.079608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166591 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -20796064.000000 Penalty: 5975.855957
	Iteration 226Q: 3 clusters Score -2.079606e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -20796062.000000 Penalty: 5975.855957
	Iteration 227Q: 3 clusters Score -2.079606e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -20796078.000000 Penalty: 5975.855957
	Iteration 228Q: 3 clusters Score -2.079608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -20796098.000000 Penalty: 5975.855957
	Iteration 229Q: 3 clusters Score -2.07961e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166792 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -20796094.000000 Penalty: 5975.855957
	Iteration 230Q: 3 clusters Score -2.079609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -20796084.000000 Penalty: 5975.855957
	Iteration 231Q: 3 clusters Score -2.079608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -20796102.000000 Penalty: 5975.855957
	Iteration 232Q: 3 clusters Score -2.07961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -20796124.000000 Penalty: 5975.855957
	Iteration 233Q: 3 clusters Score -2.079612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2.07961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166916 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2.079609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166926 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2.07961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -20796116.000000 Penalty: 5975.855957
	Iteration 237Q: 3 clusters Score -2.079612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166945 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -20796096.000000 Penalty: 5975.855957
	Iteration 238Q: 3 clusters Score -2.07961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -20796106.000000 Penalty: 5975.855957
	Iteration 239Q: 3 clusters Score -2.079611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -20796112.000000 Penalty: 5975.855957
	Iteration 240F: 3 clusters Score -2.079611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -20796108.000000 Penalty: 5975.855957
	Iteration 241Q: 3 clusters Score -2.079611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166967 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -20796100.000000 Penalty: 5975.855957
	Iteration 242Q: 3 clusters Score -2.07961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -20796118.000000 Penalty: 5975.855957
	Iteration 243Q: 3 clusters Score -2.079612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -20796124.000000 Penalty: 5975.855957
	Iteration 244Q: 3 clusters Score -2.079612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -20796118.000000 Penalty: 5975.855957
	Iteration 245Q: 3 clusters Score -2.079612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -20796118.000000 Penalty: 5975.855957
	Iteration 246Q: 3 clusters Score -2.079612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -20796122.000000 Penalty: 5975.855957
	Iteration 247Q: 3 clusters Score -2.079612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -20796122.000000 Penalty: 5975.855957
	Iteration 248Q: 3 clusters Score -2.079612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -20796110.000000 Penalty: 5975.855957
	Iteration 249Q: 3 clusters Score -2.079611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -20796112.000000 Penalty: 5975.855957
	Iteration 250Q: 3 clusters Score -2.079611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -20796124.000000 Penalty: 5975.855957
	Iteration 251Q: 3 clusters Score -2.079612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167041 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -20796112.000000 Penalty: 5975.855957
	Iteration 252Q: 3 clusters Score -2.079611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167046 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20796108.000000 Penalty: 5975.855957
	Iteration 253Q: 3 clusters Score -2.079611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -20796110.000000 Penalty: 5975.855957
	Iteration 254Q: 3 clusters Score -2.079611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167057 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20796084.000000 Penalty: 5975.855957
	Iteration 255Q: 3 clusters Score -2.079608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167059 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -20796078.000000 Penalty: 5975.855957
	Iteration 256Q: 3 clusters Score -2.079608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -20796078.000000 Penalty: 5975.855957
	Iteration 257Q: 3 clusters Score -2.079608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -20796076.000000 Penalty: 5975.855957
	Iteration 258Q: 3 clusters Score -2.079608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -20796088.000000 Penalty: 5975.855957
	Iteration 259Q: 3 clusters Score -2.079609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167067 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -20796092.000000 Penalty: 5975.855957
	Iteration 260F: 3 clusters Score -2.079609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -20796094.000000 Penalty: 5975.855957
	Iteration 261Q: 3 clusters Score -2.079609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -20796094.000000 Penalty: 5975.855957
	Iteration 262F: 3 clusters Score -2.079609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Entering Unmasked Estep 
Score: -2147836.250000 Penalty: 2437.773682
	Iteration 0F: 2 clusters Score -2147836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2134586.250000 Penalty: 4875.547363
	Iteration 0F: 3 clusters Score -2134586 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2139363.750000 Penalty: 4875.547363
	Iteration 1F: 3 clusters Score -2139364 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2140342.000000 Penalty: 4875.547363
	Iteration 2F: 3 clusters Score -2140342 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2141575.750000 Penalty: 4875.547363
	Iteration 3F: 3 clusters Score -2141576 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2143413.000000 Penalty: 4875.547363
	Iteration 4F: 3 clusters Score -2143413 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2145488.500000 Penalty: 4875.547363
	Iteration 5F: 3 clusters Score -2145488 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2146975.750000 Penalty: 4875.547363
	Iteration 6F: 3 clusters Score -2146976 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2147654.000000 Penalty: 4875.547363
	Iteration 7F: 3 clusters Score -2147654 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2147913.250000 Penalty: 4875.547363
	Iteration 8Q: 3 clusters Score -2147913 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2148048.500000 Penalty: 4875.547363
	Iteration 9Q: 3 clusters Score -2148048 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2148144.750000 Penalty: 4875.547363
	Iteration 10Q: 3 clusters Score -2148145 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2148221.000000 Penalty: 4875.547363
	Iteration 11Q: 3 clusters Score -2148221 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2148266.250000 Penalty: 4875.547363
	Iteration 12Q: 3 clusters Score -2148266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2148312.000000 Penalty: 4875.547363
	Iteration 13Q: 3 clusters Score -2148312 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2148353.000000 Penalty: 4875.547363
	Iteration 14Q: 3 clusters Score -2148353 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2148396.500000 Penalty: 4875.547363
	Iteration 15Q: 3 clusters Score -2148396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2148448.750000 Penalty: 4875.547363
	Iteration 16Q: 3 clusters Score -2148449 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2148485.250000 Penalty: 4875.547363
	Iteration 17Q: 3 clusters Score -2148485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2148521.500000 Penalty: 4875.547363
	Iteration 18Q: 3 clusters Score -2148522 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2148544.000000 Penalty: 4875.547363
	Iteration 19Q: 3 clusters Score -2148544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2148578.000000 Penalty: 4875.547363
	Iteration 20F: 3 clusters Score -2148578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2148603.000000 Penalty: 4875.547363
	Iteration 21Q: 3 clusters Score -2148603 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2148633.750000 Penalty: 4875.547363
	Iteration 22Q: 3 clusters Score -2148634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2148670.250000 Penalty: 4875.547363
	Iteration 23Q: 3 clusters Score -2148670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2148722.000000 Penalty: 4875.547363
	Iteration 24Q: 3 clusters Score -2148722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2148802.250000 Penalty: 4875.547363
	Iteration 25Q: 3 clusters Score -2148802 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2148931.750000 Penalty: 4875.547363
	Iteration 26Q: 3 clusters Score -2148932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2149195.750000 Penalty: 4875.547363
	Iteration 27Q: 3 clusters Score -2149196 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2149510.750000 Penalty: 4875.547363
	Iteration 28Q: 3 clusters Score -2149511 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2149639.500000 Penalty: 4875.547363
	Iteration 29Q: 3 clusters Score -2149640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2149714.500000 Penalty: 4875.547363
	Iteration 30Q: 3 clusters Score -2149714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2149732.250000 Penalty: 4875.547363
	Iteration 31Q: 3 clusters Score -2149732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2149734.500000 Penalty: 4875.547363
	Iteration 32Q: 3 clusters Score -2149734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2149737.250000 Penalty: 4875.547363
	Iteration 33Q: 3 clusters Score -2149737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2149740.750000 Penalty: 4875.547363
	Iteration 34Q: 3 clusters Score -2149741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2149737.750000 Penalty: 4875.547363
	Iteration 35Q: 3 clusters Score -2149738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2149735.000000 Penalty: 4875.547363
	Iteration 36Q: 3 clusters Score -2149735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2149735.000000 Penalty: 4875.547363
	Iteration 37F: 3 clusters Score -2149735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Mstep: Class 23 contains 27779 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 11697 members 
Entering Unmasked Estep 
Score: -124129136.000000 Penalty: 96178.070312
Splitting cluster 14 changes total score from -124103280.000000 to -124129136.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (6041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Entering Unmasked Estep 
Score: -698767.500000 Penalty: 2159.168457
	Iteration 0F: 2 clusters Score -698767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -693654.500000 Penalty: 4318.336914
	Iteration 0F: 3 clusters Score -693654.5 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -695106.937500 Penalty: 4318.336914
	Iteration 1F: 3 clusters Score -695106.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -695497.125000 Penalty: 4318.336914
	Iteration 2F: 3 clusters Score -695497.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -695789.750000 Penalty: 4318.336914
	Iteration 3F: 3 clusters Score -695789.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -696044.062500 Penalty: 4318.336914
	Iteration 4F: 3 clusters Score -696044.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -696278.187500 Penalty: 4318.336914
	Iteration 5F: 3 clusters Score -696278.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -696505.125000 Penalty: 4318.336914
	Iteration 6Q: 3 clusters Score -696505.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -696811.937500 Penalty: 4318.336914
	Iteration 7Q: 3 clusters Score -696811.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -697194.250000 Penalty: 4318.336914
	Iteration 8F: 3 clusters Score -697194.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -697558.187500 Penalty: 4318.336914
	Iteration 9F: 3 clusters Score -697558.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -697841.500000 Penalty: 4318.336914
	Iteration 10Q: 3 clusters Score -697841.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -698044.375000 Penalty: 4318.336914
	Iteration 11Q: 3 clusters Score -698044.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -698225.437500 Penalty: 4318.336914
	Iteration 12Q: 3 clusters Score -698225.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -698380.750000 Penalty: 4318.336914
	Iteration 13Q: 3 clusters Score -698380.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -698455.687500 Penalty: 4318.336914
	Iteration 14Q: 3 clusters Score -698455.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -698481.062500 Penalty: 4318.336914
	Iteration 15Q: 3 clusters Score -698481.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -698494.125000 Penalty: 4318.336914
	Iteration 16Q: 3 clusters Score -698494.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -698501.187500 Penalty: 4318.336914
	Iteration 17Q: 3 clusters Score -698501.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -698505.250000 Penalty: 4318.336914
	Iteration 18Q: 3 clusters Score -698505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -698504.812500 Penalty: 4318.336914
	Iteration 19Q: 3 clusters Score -698504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -698508.000000 Penalty: 4318.336914
	Iteration 20F: 3 clusters Score -698508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -698509.937500 Penalty: 4318.336914
	Iteration 21Q: 3 clusters Score -698509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -698512.437500 Penalty: 4318.336914
	Iteration 22Q: 3 clusters Score -698512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -698512.875000 Penalty: 4318.336914
	Iteration 23Q: 3 clusters Score -698512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -698513.000000 Penalty: 4318.336914
	Iteration 24Q: 3 clusters Score -698513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -698512.562500 Penalty: 4318.336914
	Iteration 25Q: 3 clusters Score -698512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -698513.000000 Penalty: 4318.336914
	Iteration 26Q: 3 clusters Score -698513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -698513.062500 Penalty: 4318.336914
	Iteration 27Q: 3 clusters Score -698513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -698514.750000 Penalty: 4318.336914
	Iteration 28Q: 3 clusters Score -698514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -698515.875000 Penalty: 4318.336914
	Iteration 29Q: 3 clusters Score -698515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -698515.875000 Penalty: 4318.336914
	Iteration 30F: 3 clusters Score -698515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Entering Unmasked Estep 
Score: -2556351.000000 Penalty: 2467.538330
	Iteration 0F: 2 clusters Score -2556351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2541726.250000 Penalty: 4935.076660
	Iteration 0F: 3 clusters Score -2541726 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2547381.250000 Penalty: 4935.076660
	Iteration 1F: 3 clusters Score -2547381 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2548650.250000 Penalty: 4935.076660
	Iteration 2F: 3 clusters Score -2548650 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2550243.000000 Penalty: 4935.076660
	Iteration 3F: 3 clusters Score -2550243 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2551655.250000 Penalty: 4935.076660
	Iteration 4F: 3 clusters Score -2551655 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2552546.500000 Penalty: 4935.076660
	Iteration 5F: 3 clusters Score -2552546 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2552988.250000 Penalty: 4935.076660
	Iteration 6Q: 3 clusters Score -2552988 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2553234.000000 Penalty: 4935.076660
	Iteration 7Q: 3 clusters Score -2553234 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2553366.250000 Penalty: 4935.076660
	Iteration 8Q: 3 clusters Score -2553366 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2553478.500000 Penalty: 4935.076660
	Iteration 9Q: 3 clusters Score -2553478 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2553530.000000 Penalty: 4935.076660
	Iteration 10Q: 3 clusters Score -2553530 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2553599.000000 Penalty: 4935.076660
	Iteration 11Q: 3 clusters Score -2553599 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2553659.750000 Penalty: 4935.076660
	Iteration 12Q: 3 clusters Score -2553660 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2553723.000000 Penalty: 4935.076660
	Iteration 13Q: 3 clusters Score -2553723 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2553791.000000 Penalty: 4935.076660
	Iteration 14Q: 3 clusters Score -2553791 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2553855.750000 Penalty: 4935.076660
	Iteration 15Q: 3 clusters Score -2553856 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2553923.750000 Penalty: 4935.076660
	Iteration 16Q: 3 clusters Score -2553924 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2554019.000000 Penalty: 4935.076660
	Iteration 17Q: 3 clusters Score -2554019 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2554104.500000 Penalty: 4935.076660
	Iteration 18Q: 3 clusters Score -2554104 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2554193.000000 Penalty: 4935.076660
	Iteration 19Q: 3 clusters Score -2554193 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2554278.500000 Penalty: 4935.076660
	Iteration 20F: 3 clusters Score -2554278 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2554348.000000 Penalty: 4935.076660
	Iteration 21Q: 3 clusters Score -2554348 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2554423.500000 Penalty: 4935.076660
	Iteration 22Q: 3 clusters Score -2554424 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2554470.750000 Penalty: 4935.076660
	Iteration 23Q: 3 clusters Score -2554471 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2554528.000000 Penalty: 4935.076660
	Iteration 24Q: 3 clusters Score -2554528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2554563.000000 Penalty: 4935.076660
	Iteration 25Q: 3 clusters Score -2554563 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2554604.000000 Penalty: 4935.076660
	Iteration 26Q: 3 clusters Score -2554604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2554648.750000 Penalty: 4935.076660
	Iteration 27Q: 3 clusters Score -2554649 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2554673.000000 Penalty: 4935.076660
	Iteration 28Q: 3 clusters Score -2554673 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2554715.250000 Penalty: 4935.076660
	Iteration 29Q: 3 clusters Score -2554715 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2554736.250000 Penalty: 4935.076660
	Iteration 30Q: 3 clusters Score -2554736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2554749.500000 Penalty: 4935.076660
	Iteration 31Q: 3 clusters Score -2554750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2554764.000000 Penalty: 4935.076660
	Iteration 32Q: 3 clusters Score -2554764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2554777.750000 Penalty: 4935.076660
	Iteration 33Q: 3 clusters Score -2554778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2554794.250000 Penalty: 4935.076660
	Iteration 34Q: 3 clusters Score -2554794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2554806.250000 Penalty: 4935.076660
	Iteration 35Q: 3 clusters Score -2554806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2554810.250000 Penalty: 4935.076660
	Iteration 36Q: 3 clusters Score -2554810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2554822.500000 Penalty: 4935.076660
	Iteration 37Q: 3 clusters Score -2554822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2554822.250000 Penalty: 4935.076660
	Iteration 38Q: 3 clusters Score -2554822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2554835.750000 Penalty: 4935.076660
	Iteration 39Q: 3 clusters Score -2554836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2554842.750000 Penalty: 4935.076660
	Iteration 40F: 3 clusters Score -2554843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2554847.000000 Penalty: 4935.076660
	Iteration 41Q: 3 clusters Score -2554847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2554853.750000 Penalty: 4935.076660
	Iteration 42Q: 3 clusters Score -2554854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2554863.500000 Penalty: 4935.076660
	Iteration 43Q: 3 clusters Score -2554864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2554873.000000 Penalty: 4935.076660
	Iteration 44Q: 3 clusters Score -2554873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2554871.750000 Penalty: 4935.076660
	Iteration 45Q: 3 clusters Score -2554872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2554880.000000 Penalty: 4935.076660
	Iteration 46Q: 3 clusters Score -2554880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2554882.500000 Penalty: 4935.076660
	Iteration 47Q: 3 clusters Score -2554882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2554887.250000 Penalty: 4935.076660
	Iteration 48Q: 3 clusters Score -2554887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2554890.250000 Penalty: 4935.076660
	Iteration 49Q: 3 clusters Score -2554890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2554897.250000 Penalty: 4935.076660
	Iteration 50Q: 3 clusters Score -2554897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2554889.250000 Penalty: 4935.076660
	Iteration 51Q: 3 clusters Score -2554889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2554899.250000 Penalty: 4935.076660
	Iteration 52Q: 3 clusters Score -2554899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2554898.000000 Penalty: 4935.076660
	Iteration 53Q: 3 clusters Score -2554898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2554898.250000 Penalty: 4935.076660
	Iteration 54Q: 3 clusters Score -2554898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2554902.000000 Penalty: 4935.076660
	Iteration 55Q: 3 clusters Score -2554902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2554900.000000 Penalty: 4935.076660
	Iteration 56Q: 3 clusters Score -2554900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2554902.250000 Penalty: 4935.076660
	Iteration 57Q: 3 clusters Score -2554902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2554898.250000 Penalty: 4935.076660
	Iteration 58Q: 3 clusters Score -2554898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2554901.500000 Penalty: 4935.076660
	Iteration 59Q: 3 clusters Score -2554902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2554905.500000 Penalty: 4935.076660
	Iteration 60F: 3 clusters Score -2554906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2554909.750000 Penalty: 4935.076660
	Iteration 61Q: 3 clusters Score -2554910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2554906.250000 Penalty: 4935.076660
	Iteration 62Q: 3 clusters Score -2554906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2554908.500000 Penalty: 4935.076660
	Iteration 63Q: 3 clusters Score -2554908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2554908.500000 Penalty: 4935.076660
	Iteration 64F: 3 clusters Score -2554908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -1396867.500000 Penalty: 2325.946533
	Iteration 0F: 2 clusters Score -1396868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1387913.375000 Penalty: 4651.893066
	Iteration 0F: 3 clusters Score -1387913 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1390753.125000 Penalty: 4651.893066
	Iteration 1F: 3 clusters Score -1390753 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1391204.375000 Penalty: 4651.893066
	Iteration 2F: 3 clusters Score -1391204 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1391656.625000 Penalty: 4651.893066
	Iteration 3F: 3 clusters Score -1391657 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1392151.125000 Penalty: 4651.893066
	Iteration 4F: 3 clusters Score -1392151 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1392624.750000 Penalty: 4651.893066
	Iteration 5F: 3 clusters Score -1392625 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1393082.875000 Penalty: 4651.893066
	Iteration 6F: 3 clusters Score -1393083 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1393509.125000 Penalty: 4651.893066
	Iteration 7F: 3 clusters Score -1393509 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1393877.750000 Penalty: 4651.893066
	Iteration 8Q: 3 clusters Score -1393878 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1394135.625000 Penalty: 4651.893066
	Iteration 9Q: 3 clusters Score -1394136 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1394330.750000 Penalty: 4651.893066
	Iteration 10Q: 3 clusters Score -1394331 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1394494.125000 Penalty: 4651.893066
	Iteration 11Q: 3 clusters Score -1394494 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1394672.125000 Penalty: 4651.893066
	Iteration 12Q: 3 clusters Score -1394672 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1394830.375000 Penalty: 4651.893066
	Iteration 13Q: 3 clusters Score -1394830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1394960.500000 Penalty: 4651.893066
	Iteration 14Q: 3 clusters Score -1394960 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1395054.750000 Penalty: 4651.893066
	Iteration 15Q: 3 clusters Score -1395055 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1395131.625000 Penalty: 4651.893066
	Iteration 16Q: 3 clusters Score -1395132 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1395194.250000 Penalty: 4651.893066
	Iteration 17Q: 3 clusters Score -1395194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1395243.250000 Penalty: 4651.893066
	Iteration 18Q: 3 clusters Score -1395243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1395287.375000 Penalty: 4651.893066
	Iteration 19Q: 3 clusters Score -1395287 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1395323.125000 Penalty: 4651.893066
	Iteration 20F: 3 clusters Score -1395323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1395345.750000 Penalty: 4651.893066
	Iteration 21Q: 3 clusters Score -1395346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1395364.375000 Penalty: 4651.893066
	Iteration 22Q: 3 clusters Score -1395364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1395382.625000 Penalty: 4651.893066
	Iteration 23Q: 3 clusters Score -1395383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1395393.000000 Penalty: 4651.893066
	Iteration 24Q: 3 clusters Score -1395393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1395402.750000 Penalty: 4651.893066
	Iteration 25Q: 3 clusters Score -1395403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1395419.250000 Penalty: 4651.893066
	Iteration 26Q: 3 clusters Score -1395419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1395432.750000 Penalty: 4651.893066
	Iteration 27Q: 3 clusters Score -1395433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1395448.500000 Penalty: 4651.893066
	Iteration 28Q: 3 clusters Score -1395448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1395460.000000 Penalty: 4651.893066
	Iteration 29Q: 3 clusters Score -1395460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1395473.750000 Penalty: 4651.893066
	Iteration 30Q: 3 clusters Score -1395474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1395488.500000 Penalty: 4651.893066
	Iteration 31Q: 3 clusters Score -1395488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1395501.250000 Penalty: 4651.893066
	Iteration 32Q: 3 clusters Score -1395501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1395513.000000 Penalty: 4651.893066
	Iteration 33Q: 3 clusters Score -1395513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1395524.125000 Penalty: 4651.893066
	Iteration 34Q: 3 clusters Score -1395524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1395528.750000 Penalty: 4651.893066
	Iteration 35Q: 3 clusters Score -1395529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1395538.125000 Penalty: 4651.893066
	Iteration 36Q: 3 clusters Score -1395538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1395544.875000 Penalty: 4651.893066
	Iteration 37Q: 3 clusters Score -1395545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1395548.375000 Penalty: 4651.893066
	Iteration 38Q: 3 clusters Score -1395548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1395551.750000 Penalty: 4651.893066
	Iteration 39Q: 3 clusters Score -1395552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1395555.500000 Penalty: 4651.893066
	Iteration 40F: 3 clusters Score -1395556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1395556.625000 Penalty: 4651.893066
	Iteration 41Q: 3 clusters Score -1395557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1395558.000000 Penalty: 4651.893066
	Iteration 42Q: 3 clusters Score -1395558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1395559.750000 Penalty: 4651.893066
	Iteration 43Q: 3 clusters Score -1395560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1395559.125000 Penalty: 4651.893066
	Iteration 44Q: 3 clusters Score -1395559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1395559.625000 Penalty: 4651.893066
	Iteration 45Q: 3 clusters Score -1395560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1395559.750000 Penalty: 4651.893066
	Iteration 46Q: 3 clusters Score -1395560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1395560.500000 Penalty: 4651.893066
	Iteration 47Q: 3 clusters Score -1395560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1395560.875000 Penalty: 4651.893066
	Iteration 48Q: 3 clusters Score -1395561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1395560.875000 Penalty: 4651.893066
	Iteration 49F: 3 clusters Score -1395561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (185291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185291 members 
Entering Unmasked Estep 
Score: -22264020.000000 Penalty: 3008.161377
	Iteration 0F: 2 clusters Score -2.226402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -22140880.000000 Penalty: 6016.322754
	Iteration 0F: 3 clusters Score -2.214088e+07 nChanged 89334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -22194434.000000 Penalty: 6016.322754
	Iteration 1F: 3 clusters Score -2.219443e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99294 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -22197032.000000 Penalty: 6016.322754
	Iteration 2Q: 3 clusters Score -2.219703e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -22200758.000000 Penalty: 6016.322754
	Iteration 3Q: 3 clusters Score -2.220076e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -22205858.000000 Penalty: 6016.322754
	Iteration 4F: 3 clusters Score -2.220586e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -22213328.000000 Penalty: 6016.322754
	Iteration 5F: 3 clusters Score -2.221333e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129103 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -22223304.000000 Penalty: 6016.322754
	Iteration 6F: 3 clusters Score -2.22233e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -22235188.000000 Penalty: 6016.322754
	Iteration 7F: 3 clusters Score -2.223519e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -22245822.000000 Penalty: 6016.322754
	Iteration 8F: 3 clusters Score -2.224582e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -22253278.000000 Penalty: 6016.322754
	Iteration 9Q: 3 clusters Score -2.225328e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166160 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -22257754.000000 Penalty: 6016.322754
	Iteration 10Q: 3 clusters Score -2.225775e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169511 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -22260300.000000 Penalty: 6016.322754
	Iteration 11Q: 3 clusters Score -2.22603e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -22261682.000000 Penalty: 6016.322754
	Iteration 12Q: 3 clusters Score -2.226168e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -22262594.000000 Penalty: 6016.322754
	Iteration 13Q: 3 clusters Score -2.226259e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174711 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -22263230.000000 Penalty: 6016.322754
	Iteration 14Q: 3 clusters Score -2.226323e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175659 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -22263652.000000 Penalty: 6016.322754
	Iteration 15Q: 3 clusters Score -2.226365e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176414 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -22263966.000000 Penalty: 6016.322754
	Iteration 16Q: 3 clusters Score -2.226397e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176994 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -22264130.000000 Penalty: 6016.322754
	Iteration 17Q: 3 clusters Score -2.226413e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177478 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -22264218.000000 Penalty: 6016.322754
	Iteration 18Q: 3 clusters Score -2.226422e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177867 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -22264478.000000 Penalty: 6016.322754
	Iteration 19Q: 3 clusters Score -2.226448e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178177 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -22264630.000000 Penalty: 6016.322754
	Iteration 20F: 3 clusters Score -2.226463e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -22264902.000000 Penalty: 6016.322754
	Iteration 21Q: 3 clusters Score -2.22649e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178620 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -22265106.000000 Penalty: 6016.322754
	Iteration 22Q: 3 clusters Score -2.226511e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -22265400.000000 Penalty: 6016.322754
	Iteration 23Q: 3 clusters Score -2.22654e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178911 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -22265714.000000 Penalty: 6016.322754
	Iteration 24Q: 3 clusters Score -2.226571e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -22265886.000000 Penalty: 6016.322754
	Iteration 25Q: 3 clusters Score -2.226589e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179035 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -22265966.000000 Penalty: 6016.322754
	Iteration 26Q: 3 clusters Score -2.226597e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -22265996.000000 Penalty: 6016.322754
	Iteration 27Q: 3 clusters Score -2.2266e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179079 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -22266010.000000 Penalty: 6016.322754
	Iteration 28Q: 3 clusters Score -2.226601e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -22265980.000000 Penalty: 6016.322754
	Iteration 29Q: 3 clusters Score -2.226598e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179087 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -22265992.000000 Penalty: 6016.322754
	Iteration 30Q: 3 clusters Score -2.226599e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -22266014.000000 Penalty: 6016.322754
	Iteration 31Q: 3 clusters Score -2.226601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179070 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -22266008.000000 Penalty: 6016.322754
	Iteration 32Q: 3 clusters Score -2.226601e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179060 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -22265988.000000 Penalty: 6016.322754
	Iteration 33Q: 3 clusters Score -2.226599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179054 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -22266004.000000 Penalty: 6016.322754
	Iteration 34Q: 3 clusters Score -2.2266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179053 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -22265996.000000 Penalty: 6016.322754
	Iteration 35Q: 3 clusters Score -2.2266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179050 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -22266008.000000 Penalty: 6016.322754
	Iteration 36Q: 3 clusters Score -2.226601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179048 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -22265996.000000 Penalty: 6016.322754
	Iteration 37Q: 3 clusters Score -2.2266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179041 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -22266004.000000 Penalty: 6016.322754
	Iteration 38Q: 3 clusters Score -2.2266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179038 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -22265994.000000 Penalty: 6016.322754
	Iteration 39Q: 3 clusters Score -2.226599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179036 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -22266008.000000 Penalty: 6016.322754
	Iteration 40F: 3 clusters Score -2.226601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -22266002.000000 Penalty: 6016.322754
	Iteration 41Q: 3 clusters Score -2.2266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179032 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -22266024.000000 Penalty: 6016.322754
	Iteration 42Q: 3 clusters Score -2.226602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179030 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -22266020.000000 Penalty: 6016.322754
	Iteration 43Q: 3 clusters Score -2.226602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -22266004.000000 Penalty: 6016.322754
	Iteration 44Q: 3 clusters Score -2.2266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -22266010.000000 Penalty: 6016.322754
	Iteration 45Q: 3 clusters Score -2.226601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -22266016.000000 Penalty: 6016.322754
	Iteration 46Q: 3 clusters Score -2.226602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -22266000.000000 Penalty: 6016.322754
	Iteration 47Q: 3 clusters Score -2.2266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -22266008.000000 Penalty: 6016.322754
	Iteration 48Q: 3 clusters Score -2.226601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -22266014.000000 Penalty: 6016.322754
	Iteration 49Q: 3 clusters Score -2.226601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -22266014.000000 Penalty: 6016.322754
	Iteration 50F: 3 clusters Score -2.226601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 179026 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 176871 members 
Mstep: Class 22 contains 175699 members 
Mstep: Class 23 contains 27779 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 11697 members 
Mstep: Class 29 contains 6265 members 
Entering Unmasked Estep 
Score: -124131080.000000 Penalty: 99613.000000
Splitting cluster 18 changes total score from -124103280.000000 to -124131080.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (176871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Entering Unmasked Estep 
Score: -21920806.000000 Penalty: 2996.627441
	Iteration 0F: 2 clusters Score -2.192081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -21805792.000000 Penalty: 5993.254883
	Iteration 0F: 3 clusters Score -2.180579e+07 nChanged 84787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -21855226.000000 Penalty: 5993.254883
	Iteration 1F: 3 clusters Score -2.185523e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -21856324.000000 Penalty: 5993.254883
	Iteration 2Q: 3 clusters Score -2.185632e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -21858046.000000 Penalty: 5993.254883
	Iteration 3Q: 3 clusters Score -2.185805e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -21860360.000000 Penalty: 5993.254883
	Iteration 4Q: 3 clusters Score -2.186036e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -21863922.000000 Penalty: 5993.254883
	Iteration 5Q: 3 clusters Score -2.186392e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -21868970.000000 Penalty: 5993.254883
	Iteration 6F: 3 clusters Score -2.186897e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -21875076.000000 Penalty: 5993.254883
	Iteration 7F: 3 clusters Score -2.187508e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -21882030.000000 Penalty: 5993.254883
	Iteration 8F: 3 clusters Score -2.188203e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -21888504.000000 Penalty: 5993.254883
	Iteration 9F: 3 clusters Score -2.18885e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -21893226.000000 Penalty: 5993.254883
	Iteration 10F: 3 clusters Score -2.189323e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -21896386.000000 Penalty: 5993.254883
	Iteration 11Q: 3 clusters Score -2.189639e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -21898192.000000 Penalty: 5993.254883
	Iteration 12Q: 3 clusters Score -2.189819e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -21899346.000000 Penalty: 5993.254883
	Iteration 13Q: 3 clusters Score -2.189935e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -21900216.000000 Penalty: 5993.254883
	Iteration 14Q: 3 clusters Score -2.190022e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -21900778.000000 Penalty: 5993.254883
	Iteration 15Q: 3 clusters Score -2.190078e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -21901464.000000 Penalty: 5993.254883
	Iteration 16Q: 3 clusters Score -2.190146e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 115055 members 
Entering Unmasked Estep 
Score: -21902272.000000 Penalty: 5993.254883
	Iteration 17Q: 3 clusters Score -2.190227e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -21903122.000000 Penalty: 5993.254883
	Iteration 18Q: 3 clusters Score -2.190312e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 120591 members 
Entering Unmasked Estep 
Score: -21904026.000000 Penalty: 5993.254883
	Iteration 19Q: 3 clusters Score -2.190403e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -21904882.000000 Penalty: 5993.254883
	Iteration 20F: 3 clusters Score -2.190488e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 126288 members 
Entering Unmasked Estep 
Score: -21905660.000000 Penalty: 5993.254883
	Iteration 21Q: 3 clusters Score -2.190566e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 129088 members 
Entering Unmasked Estep 
Score: -21906432.000000 Penalty: 5993.254883
	Iteration 22Q: 3 clusters Score -2.190643e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 131961 members 
Entering Unmasked Estep 
Score: -21907270.000000 Penalty: 5993.254883
	Iteration 23Q: 3 clusters Score -2.190727e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 134717 members 
Entering Unmasked Estep 
Score: -21908248.000000 Penalty: 5993.254883
	Iteration 24Q: 3 clusters Score -2.190825e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -21909048.000000 Penalty: 5993.254883
	Iteration 25Q: 3 clusters Score -2.190905e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -21910116.000000 Penalty: 5993.254883
	Iteration 26Q: 3 clusters Score -2.191012e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 142912 members 
Entering Unmasked Estep 
Score: -21910978.000000 Penalty: 5993.254883
	Iteration 27Q: 3 clusters Score -2.191098e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 145607 members 
Entering Unmasked Estep 
Score: -21911878.000000 Penalty: 5993.254883
	Iteration 28Q: 3 clusters Score -2.191188e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -21912638.000000 Penalty: 5993.254883
	Iteration 29Q: 3 clusters Score -2.191264e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 150737 members 
Entering Unmasked Estep 
Score: -21913434.000000 Penalty: 5993.254883
	Iteration 30Q: 3 clusters Score -2.191343e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 153129 members 
Entering Unmasked Estep 
Score: -21914290.000000 Penalty: 5993.254883
	Iteration 31Q: 3 clusters Score -2.191429e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -21915060.000000 Penalty: 5993.254883
	Iteration 32Q: 3 clusters Score -2.191506e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -21915654.000000 Penalty: 5993.254883
	Iteration 33Q: 3 clusters Score -2.191565e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 159274 members 
Entering Unmasked Estep 
Score: -21916238.000000 Penalty: 5993.254883
	Iteration 34Q: 3 clusters Score -2.191624e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -21916758.000000 Penalty: 5993.254883
	Iteration 35Q: 3 clusters Score -2.191676e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 162595 members 
Entering Unmasked Estep 
Score: -21917302.000000 Penalty: 5993.254883
	Iteration 36Q: 3 clusters Score -2.19173e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -21917776.000000 Penalty: 5993.254883
	Iteration 37Q: 3 clusters Score -2.191778e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -21918140.000000 Penalty: 5993.254883
	Iteration 38Q: 3 clusters Score -2.191814e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 166587 members 
Entering Unmasked Estep 
Score: -21918536.000000 Penalty: 5993.254883
	Iteration 39Q: 3 clusters Score -2.191854e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 167577 members 
Entering Unmasked Estep 
Score: -21918758.000000 Penalty: 5993.254883
	Iteration 40F: 3 clusters Score -2.191876e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -21918906.000000 Penalty: 5993.254883
	Iteration 41Q: 3 clusters Score -2.191891e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 169187 members 
Entering Unmasked Estep 
Score: -21918994.000000 Penalty: 5993.254883
	Iteration 42Q: 3 clusters Score -2.191899e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -21919110.000000 Penalty: 5993.254883
	Iteration 43Q: 3 clusters Score -2.191911e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -21919224.000000 Penalty: 5993.254883
	Iteration 44Q: 3 clusters Score -2.191922e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -21919262.000000 Penalty: 5993.254883
	Iteration 45Q: 3 clusters Score -2.191926e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -21919290.000000 Penalty: 5993.254883
	Iteration 46Q: 3 clusters Score -2.191929e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -21919280.000000 Penalty: 5993.254883
	Iteration 47Q: 3 clusters Score -2.191928e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 171809 members 
Entering Unmasked Estep 
Score: -21919342.000000 Penalty: 5993.254883
	Iteration 48Q: 3 clusters Score -2.191934e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 172055 members 
Entering Unmasked Estep 
Score: -21919358.000000 Penalty: 5993.254883
	Iteration 49Q: 3 clusters Score -2.191936e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -21919350.000000 Penalty: 5993.254883
	Iteration 50Q: 3 clusters Score -2.191935e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 172451 members 
Entering Unmasked Estep 
Score: -21919376.000000 Penalty: 5993.254883
	Iteration 51Q: 3 clusters Score -2.191938e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -21919372.000000 Penalty: 5993.254883
	Iteration 52Q: 3 clusters Score -2.191937e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 172749 members 
Entering Unmasked Estep 
Score: -21919372.000000 Penalty: 5993.254883
	Iteration 53Q: 3 clusters Score -2.191937e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -21919366.000000 Penalty: 5993.254883
	Iteration 54Q: 3 clusters Score -2.191937e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 172971 members 
Entering Unmasked Estep 
Score: -21919396.000000 Penalty: 5993.254883
	Iteration 55Q: 3 clusters Score -2.19194e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 173053 members 
Entering Unmasked Estep 
Score: -21919394.000000 Penalty: 5993.254883
	Iteration 56Q: 3 clusters Score -2.191939e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 173128 members 
Entering Unmasked Estep 
Score: -21919408.000000 Penalty: 5993.254883
	Iteration 57Q: 3 clusters Score -2.191941e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 173196 members 
Entering Unmasked Estep 
Score: -21919408.000000 Penalty: 5993.254883
	Iteration 58Q: 3 clusters Score -2.191941e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 173246 members 
Entering Unmasked Estep 
Score: -21919388.000000 Penalty: 5993.254883
	Iteration 59Q: 3 clusters Score -2.191939e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 173282 members 
Entering Unmasked Estep 
Score: -21919358.000000 Penalty: 5993.254883
	Iteration 60F: 3 clusters Score -2.191936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 173323 members 
Entering Unmasked Estep 
Score: -21919342.000000 Penalty: 5993.254883
	Iteration 61Q: 3 clusters Score -2.191934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 173353 members 
Entering Unmasked Estep 
Score: -21919338.000000 Penalty: 5993.254883
	Iteration 62Q: 3 clusters Score -2.191934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 173381 members 
Entering Unmasked Estep 
Score: -21919328.000000 Penalty: 5993.254883
	Iteration 63Q: 3 clusters Score -2.191933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -21919322.000000 Penalty: 5993.254883
	Iteration 64Q: 3 clusters Score -2.191932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 173417 members 
Entering Unmasked Estep 
Score: -21919330.000000 Penalty: 5993.254883
	Iteration 65Q: 3 clusters Score -2.191933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 173437 members 
Entering Unmasked Estep 
Score: -21919310.000000 Penalty: 5993.254883
	Iteration 66Q: 3 clusters Score -2.191931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -21919306.000000 Penalty: 5993.254883
	Iteration 67Q: 3 clusters Score -2.191931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 173464 members 
Entering Unmasked Estep 
Score: -21919306.000000 Penalty: 5993.254883
	Iteration 68Q: 3 clusters Score -2.191931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -21919318.000000 Penalty: 5993.254883
	Iteration 69Q: 3 clusters Score -2.191932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -21919322.000000 Penalty: 5993.254883
	Iteration 70Q: 3 clusters Score -2.191932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -21919312.000000 Penalty: 5993.254883
	Iteration 71Q: 3 clusters Score -2.191931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 173493 members 
Entering Unmasked Estep 
Score: -21919314.000000 Penalty: 5993.254883
	Iteration 72Q: 3 clusters Score -2.191931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -21919308.000000 Penalty: 5993.254883
	Iteration 73Q: 3 clusters Score -2.191931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -21919314.000000 Penalty: 5993.254883
	Iteration 74Q: 3 clusters Score -2.191931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 173507 members 
Entering Unmasked Estep 
Score: -21919326.000000 Penalty: 5993.254883
	Iteration 75Q: 3 clusters Score -2.191933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -21919326.000000 Penalty: 5993.254883
	Iteration 76Q: 3 clusters Score -2.191933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 173517 members 
Entering Unmasked Estep 
Score: -21919334.000000 Penalty: 5993.254883
	Iteration 77Q: 3 clusters Score -2.191933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 173518 members 
Entering Unmasked Estep 
Score: -21919334.000000 Penalty: 5993.254883
	Iteration 78Q: 3 clusters Score -2.191933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 173516 members 
Entering Unmasked Estep 
Score: -21919336.000000 Penalty: 5993.254883
	Iteration 79Q: 3 clusters Score -2.191934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 173515 members 
Entering Unmasked Estep 
Score: -21919344.000000 Penalty: 5993.254883
	Iteration 80F: 3 clusters Score -2.191934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 173515 members 
Entering Unmasked Estep 
Score: -21919348.000000 Penalty: 5993.254883
	Iteration 81Q: 3 clusters Score -2.191935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 173518 members 
Entering Unmasked Estep 
Score: -21919332.000000 Penalty: 5993.254883
	Iteration 82Q: 3 clusters Score -2.191933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 173521 members 
Entering Unmasked Estep 
Score: -21919334.000000 Penalty: 5993.254883
	Iteration 83Q: 3 clusters Score -2.191933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -21919326.000000 Penalty: 5993.254883
	Iteration 84Q: 3 clusters Score -2.191933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 173528 members 
Entering Unmasked Estep 
Score: -21919338.000000 Penalty: 5993.254883
	Iteration 85Q: 3 clusters Score -2.191934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 173533 members 
Entering Unmasked Estep 
Score: -21919322.000000 Penalty: 5993.254883
	Iteration 86Q: 3 clusters Score -2.191932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 173536 members 
Entering Unmasked Estep 
Score: -21919312.000000 Penalty: 5993.254883
	Iteration 87Q: 3 clusters Score -2.191931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 173537 members 
Entering Unmasked Estep 
Score: -21919316.000000 Penalty: 5993.254883
	Iteration 88Q: 3 clusters Score -2.191932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 173537 members 
Entering Unmasked Estep 
Score: -21919316.000000 Penalty: 5993.254883
	Iteration 89F: 3 clusters Score -2.191932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 170774 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 20947 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 179026 members 
Mstep: Class 21 contains 176871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124140608.000000 Penalty: 99613.000000
Iteration 39Q: 30 clusters Score -1.241406e+08 nChanged 22255
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 43372 members 
Mstep: Class 3 contains 10187 members 
Mstep: Class 4 contains 17042 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 17467 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 5127 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 12492 members 
Mstep: Class 13 contains 171697 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 20959 members 
Mstep: Class 17 contains 12142 members 
Mstep: Class 18 contains 183547 members 
Mstep: Class 19 contains 46395 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 178593 members 
Mstep: Class 22 contains 169670 members 
Mstep: Class 23 contains 27449 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 3336 members 
Mstep: Class 27 contains 20796 members 
Mstep: Class 28 contains 10593 members 
Mstep: Class 29 contains 6239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124155296.000000 Penalty: 99613.000000
Iteration 40F: 30 clusters Score -1.241553e+08 nChanged 25358
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 41791 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 17586 members 
Mstep: Class 5 contains 9243 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 7 contains 17226 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 171194 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 6099 members 
Mstep: Class 16 contains 20929 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 183023 members 
Mstep: Class 19 contains 47810 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 174224 members 
Mstep: Class 22 contains 173892 members 
Mstep: Class 23 contains 28768 members 
Mstep: Class 24 contains 5200 members 
Mstep: Class 25 contains 950 members 
Mstep: Class 26 contains 3523 members 
Mstep: Class 27 contains 21566 members 
Mstep: Class 28 contains 11258 members 
Mstep: Class 29 contains 6924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124161136.000000 Penalty: 99613.000000
Iteration 41Q: 30 clusters Score -1.241611e+08 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 40321 members 
Mstep: Class 3 contains 10148 members 
Mstep: Class 4 contains 18178 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 17078 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 12966 members 
Mstep: Class 13 contains 170942 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 15 contains 6145 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 9653 members 
Mstep: Class 18 contains 182928 members 
Mstep: Class 19 contains 48887 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 170187 members 
Mstep: Class 22 contains 177471 members 
Mstep: Class 23 contains 29442 members 
Mstep: Class 24 contains 5176 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 3645 members 
Mstep: Class 27 contains 22078 members 
Mstep: Class 28 contains 11839 members 
Mstep: Class 29 contains 7412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124165272.000000 Penalty: 99613.000000
Iteration 42Q: 30 clusters Score -1.241653e+08 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 39025 members 
Mstep: Class 3 contains 10137 members 
Mstep: Class 4 contains 18729 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 16956 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 5191 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 170783 members 
Mstep: Class 14 contains 7863 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 16 contains 20930 members 
Mstep: Class 17 contains 8803 members 
Mstep: Class 18 contains 182770 members 
Mstep: Class 19 contains 49794 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 166892 members 
Mstep: Class 22 contains 180352 members 
Mstep: Class 23 contains 29860 members 
Mstep: Class 24 contains 5154 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 3740 members 
Mstep: Class 27 contains 22427 members 
Mstep: Class 28 contains 12360 members 
Mstep: Class 29 contains 7879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124167216.000000 Penalty: 99613.000000
Iteration 43Q: 30 clusters Score -1.241672e+08 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 37824 members 
Mstep: Class 3 contains 10130 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 8505 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 16886 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 13423 members 
Mstep: Class 13 contains 170728 members 
Mstep: Class 14 contains 7952 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 18 contains 182710 members 
Mstep: Class 19 contains 50521 members 
Mstep: Class 20 contains 3022 members 
Mstep: Class 21 contains 164085 members 
Mstep: Class 22 contains 182673 members 
Mstep: Class 23 contains 30110 members 
Mstep: Class 24 contains 5147 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 3831 members 
Mstep: Class 27 contains 22695 members 
Mstep: Class 28 contains 12824 members 
Mstep: Class 29 contains 8309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124168760.000000 Penalty: 99613.000000
Iteration 44Q: 30 clusters Score -1.241688e+08 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 36632 members 
Mstep: Class 3 contains 10126 members 
Mstep: Class 4 contains 19804 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 3229 members 
Mstep: Class 7 contains 16791 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 170616 members 
Mstep: Class 14 contains 8023 members 
Mstep: Class 15 contains 6396 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 7593 members 
Mstep: Class 18 contains 182822 members 
Mstep: Class 19 contains 51095 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 161775 members 
Mstep: Class 22 contains 184587 members 
Mstep: Class 23 contains 30277 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 3909 members 
Mstep: Class 27 contains 22870 members 
Mstep: Class 28 contains 13259 members 
Mstep: Class 29 contains 8722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124170520.000000 Penalty: 99613.000000
Iteration 45Q: 30 clusters Score -1.241705e+08 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 35555 members 
Mstep: Class 3 contains 10127 members 
Mstep: Class 4 contains 20341 members 
Mstep: Class 5 contains 8175 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 16707 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 13788 members 
Mstep: Class 13 contains 170508 members 
Mstep: Class 14 contains 8069 members 
Mstep: Class 15 contains 6508 members 
Mstep: Class 16 contains 20901 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 182827 members 
Mstep: Class 19 contains 51541 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 160075 members 
Mstep: Class 22 contains 185926 members 
Mstep: Class 23 contains 30408 members 
Mstep: Class 24 contains 5123 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 23006 members 
Mstep: Class 28 contains 13662 members 
Mstep: Class 29 contains 9124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124172192.000000 Penalty: 99613.000000
Iteration 46Q: 30 clusters Score -1.241722e+08 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 34584 members 
Mstep: Class 3 contains 10118 members 
Mstep: Class 4 contains 20867 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 13946 members 
Mstep: Class 13 contains 170436 members 
Mstep: Class 14 contains 8101 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 20896 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 182581 members 
Mstep: Class 19 contains 51903 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 158968 members 
Mstep: Class 22 contains 186922 members 
Mstep: Class 23 contains 30502 members 
Mstep: Class 24 contains 5117 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 23102 members 
Mstep: Class 28 contains 14033 members 
Mstep: Class 29 contains 9522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124173728.000000 Penalty: 99613.000000
Iteration 47Q: 30 clusters Score -1.241737e+08 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 33673 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 21383 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 16599 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 5885 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 170362 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 20893 members 
Mstep: Class 17 contains 6472 members 
Mstep: Class 18 contains 182234 members 
Mstep: Class 19 contains 52244 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 158299 members 
Mstep: Class 22 contains 187631 members 
Mstep: Class 23 contains 30570 members 
Mstep: Class 24 contains 5107 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 4085 members 
Mstep: Class 27 contains 23154 members 
Mstep: Class 28 contains 14390 members 
Mstep: Class 29 contains 9877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124174952.000000 Penalty: 99613.000000
Iteration 48Q: 30 clusters Score -1.24175e+08 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 32823 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 21935 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 3396 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 8 contains 3282 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 14199 members 
Mstep: Class 13 contains 170309 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 20886 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 181709 members 
Mstep: Class 19 contains 52559 members 
Mstep: Class 20 contains 3024 members 
Mstep: Class 21 contains 158054 members 
Mstep: Class 22 contains 188011 members 
Mstep: Class 23 contains 30617 members 
Mstep: Class 24 contains 5107 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 23199 members 
Mstep: Class 28 contains 14739 members 
Mstep: Class 29 contains 10203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124175656.000000 Penalty: 99613.000000
Iteration 49Q: 30 clusters Score -1.241757e+08 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 32027 members 
Mstep: Class 3 contains 10111 members 
Mstep: Class 4 contains 22418 members 
Mstep: Class 5 contains 7680 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 16556 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 5806 members 
Mstep: Class 12 contains 14295 members 
Mstep: Class 13 contains 170264 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 20880 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 181014 members 
Mstep: Class 19 contains 52804 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 158034 members 
Mstep: Class 22 contains 188414 members 
Mstep: Class 23 contains 30673 members 
Mstep: Class 24 contains 5098 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 23227 members 
Mstep: Class 28 contains 15061 members 
Mstep: Class 29 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124176400.000000 Penalty: 99613.000000
Iteration 50Q: 30 clusters Score -1.241764e+08 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 31295 members 
Mstep: Class 3 contains 10103 members 
Mstep: Class 4 contains 22876 members 
Mstep: Class 5 contains 7613 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 5773 members 
Mstep: Class 12 contains 14373 members 
Mstep: Class 13 contains 170198 members 
Mstep: Class 14 contains 8106 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 20870 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 180316 members 
Mstep: Class 19 contains 53008 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 158218 members 
Mstep: Class 22 contains 188678 members 
Mstep: Class 23 contains 30727 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 15348 members 
Mstep: Class 29 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124177232.000000 Penalty: 99613.000000
Iteration 51Q: 30 clusters Score -1.241772e+08 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 30643 members 
Mstep: Class 3 contains 10100 members 
Mstep: Class 4 contains 23313 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 3442 members 
Mstep: Class 7 contains 16543 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 14450 members 
Mstep: Class 13 contains 170136 members 
Mstep: Class 14 contains 8089 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 20862 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 179527 members 
Mstep: Class 19 contains 53177 members 
Mstep: Class 20 contains 3131 members 
Mstep: Class 21 contains 158463 members 
Mstep: Class 22 contains 188923 members 
Mstep: Class 23 contains 30783 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4290 members 
Mstep: Class 27 contains 23236 members 
Mstep: Class 28 contains 15634 members 
Mstep: Class 29 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124178056.000000 Penalty: 99613.000000
Iteration 52Q: 30 clusters Score -1.241781e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 30025 members 
Mstep: Class 3 contains 10097 members 
Mstep: Class 4 contains 23735 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 16555 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 5746 members 
Mstep: Class 12 contains 14518 members 
Mstep: Class 13 contains 170122 members 
Mstep: Class 14 contains 8085 members 
Mstep: Class 15 contains 7012 members 
Mstep: Class 16 contains 20852 members 
Mstep: Class 17 contains 5418 members 
Mstep: Class 18 contains 178822 members 
Mstep: Class 19 contains 53341 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 158772 members 
Mstep: Class 22 contains 189030 members 
Mstep: Class 23 contains 30794 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4347 members 
Mstep: Class 27 contains 23229 members 
Mstep: Class 28 contains 15892 members 
Mstep: Class 29 contains 11004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124178592.000000 Penalty: 99613.000000
Iteration 53Q: 30 clusters Score -1.241786e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 29444 members 
Mstep: Class 3 contains 10095 members 
Mstep: Class 4 contains 24068 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 5737 members 
Mstep: Class 12 contains 14578 members 
Mstep: Class 13 contains 170100 members 
Mstep: Class 14 contains 8086 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 178098 members 
Mstep: Class 19 contains 53483 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 159247 members 
Mstep: Class 22 contains 189041 members 
Mstep: Class 23 contains 30822 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4392 members 
Mstep: Class 27 contains 23211 members 
Mstep: Class 28 contains 16127 members 
Mstep: Class 29 contains 11140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124180112.000000 Penalty: 99613.000000
Iteration 54Q: 30 clusters Score -1.241801e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 28970 members 
Mstep: Class 3 contains 10096 members 
Mstep: Class 4 contains 24377 members 
Mstep: Class 5 contains 7433 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 16594 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5324 members 
Mstep: Class 11 contains 5730 members 
Mstep: Class 12 contains 14633 members 
Mstep: Class 13 contains 170069 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 20833 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 177238 members 
Mstep: Class 19 contains 53588 members 
Mstep: Class 20 contains 3208 members 
Mstep: Class 21 contains 159805 members 
Mstep: Class 22 contains 189096 members 
Mstep: Class 23 contains 30852 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4422 members 
Mstep: Class 27 contains 23180 members 
Mstep: Class 28 contains 16313 members 
Mstep: Class 29 contains 11265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181016.000000 Penalty: 99613.000000
Iteration 55Q: 30 clusters Score -1.24181e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 28515 members 
Mstep: Class 3 contains 10094 members 
Mstep: Class 4 contains 24659 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 5725 members 
Mstep: Class 12 contains 14684 members 
Mstep: Class 13 contains 170062 members 
Mstep: Class 14 contains 8099 members 
Mstep: Class 15 contains 7219 members 
Mstep: Class 16 contains 20828 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 176360 members 
Mstep: Class 19 contains 53657 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 160307 members 
Mstep: Class 22 contains 189202 members 
Mstep: Class 23 contains 30877 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 23157 members 
Mstep: Class 28 contains 16520 members 
Mstep: Class 29 contains 11379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181608.000000 Penalty: 99613.000000
Iteration 56Q: 30 clusters Score -1.241816e+08 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 28055 members 
Mstep: Class 3 contains 10091 members 
Mstep: Class 4 contains 24920 members 
Mstep: Class 5 contains 7387 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 16619 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 5725 members 
Mstep: Class 12 contains 14715 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 8087 members 
Mstep: Class 15 contains 7283 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 5110 members 
Mstep: Class 18 contains 175566 members 
Mstep: Class 19 contains 53712 members 
Mstep: Class 20 contains 3270 members 
Mstep: Class 21 contains 160822 members 
Mstep: Class 22 contains 189280 members 
Mstep: Class 23 contains 30905 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4512 members 
Mstep: Class 27 contains 23145 members 
Mstep: Class 28 contains 16707 members 
Mstep: Class 29 contains 11483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182488.000000 Penalty: 99613.000000
Iteration 57Q: 30 clusters Score -1.241825e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 3 contains 10091 members 
Mstep: Class 4 contains 25086 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 16634 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5297 members 
Mstep: Class 11 contains 5726 members 
Mstep: Class 12 contains 14745 members 
Mstep: Class 13 contains 170026 members 
Mstep: Class 14 contains 8091 members 
Mstep: Class 15 contains 7337 members 
Mstep: Class 16 contains 20819 members 
Mstep: Class 17 contains 5077 members 
Mstep: Class 18 contains 174833 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 161338 members 
Mstep: Class 22 contains 189438 members 
Mstep: Class 23 contains 30935 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 23136 members 
Mstep: Class 28 contains 16879 members 
Mstep: Class 29 contains 11583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182824.000000 Penalty: 99613.000000
Iteration 58Q: 30 clusters Score -1.241828e+08 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 27189 members 
Mstep: Class 3 contains 10092 members 
Mstep: Class 4 contains 25210 members 
Mstep: Class 5 contains 7358 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 2723 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 170013 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 15 contains 7391 members 
Mstep: Class 16 contains 20808 members 
Mstep: Class 17 contains 5035 members 
Mstep: Class 18 contains 174107 members 
Mstep: Class 19 contains 53797 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 161900 members 
Mstep: Class 22 contains 189546 members 
Mstep: Class 23 contains 30978 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 23128 members 
Mstep: Class 28 contains 17054 members 
Mstep: Class 29 contains 11661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182896.000000 Penalty: 99613.000000
Iteration 59Q: 30 clusters Score -1.241829e+08 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 26835 members 
Mstep: Class 3 contains 10091 members 
Mstep: Class 4 contains 25282 members 
Mstep: Class 5 contains 7341 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 16630 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 14814 members 
Mstep: Class 13 contains 170026 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 7439 members 
Mstep: Class 16 contains 20801 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 173370 members 
Mstep: Class 19 contains 53841 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 162458 members 
Mstep: Class 22 contains 189684 members 
Mstep: Class 23 contains 31014 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 23125 members 
Mstep: Class 28 contains 17217 members 
Mstep: Class 29 contains 11723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183864.000000 Penalty: 99613.000000
Iteration 60F: 30 clusters Score -1.241839e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 26518 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 25683 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 5717 members 
Mstep: Class 12 contains 14860 members 
Mstep: Class 13 contains 169995 members 
Mstep: Class 14 contains 8081 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 20799 members 
Mstep: Class 17 contains 5016 members 
Mstep: Class 18 contains 172605 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 162986 members 
Mstep: Class 22 contains 189486 members 
Mstep: Class 23 contains 31061 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 4661 members 
Mstep: Class 27 contains 23107 members 
Mstep: Class 28 contains 17367 members 
Mstep: Class 29 contains 11950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184392.000000 Penalty: 99613.000000
Iteration 61Q: 30 clusters Score -1.241844e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 26226 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 16617 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5243 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 14917 members 
Mstep: Class 13 contains 169966 members 
Mstep: Class 14 contains 8075 members 
Mstep: Class 15 contains 7516 members 
Mstep: Class 16 contains 20797 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 171885 members 
Mstep: Class 19 contains 53909 members 
Mstep: Class 20 contains 3352 members 
Mstep: Class 21 contains 163586 members 
Mstep: Class 22 contains 189182 members 
Mstep: Class 23 contains 31094 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 23079 members 
Mstep: Class 28 contains 17513 members 
Mstep: Class 29 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185200.000000 Penalty: 99613.000000
Iteration 62Q: 30 clusters Score -1.241852e+08 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 25946 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 26491 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 16599 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 14959 members 
Mstep: Class 13 contains 169922 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 7560 members 
Mstep: Class 16 contains 20786 members 
Mstep: Class 17 contains 4966 members 
Mstep: Class 18 contains 171159 members 
Mstep: Class 19 contains 53973 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 164164 members 
Mstep: Class 22 contains 188819 members 
Mstep: Class 23 contains 31133 members 
Mstep: Class 24 contains 5106 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4719 members 
Mstep: Class 27 contains 23061 members 
Mstep: Class 28 contains 17674 members 
Mstep: Class 29 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185680.000000 Penalty: 99613.000000
Iteration 63Q: 30 clusters Score -1.241857e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 25684 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 26852 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 16598 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 15001 members 
Mstep: Class 13 contains 169886 members 
Mstep: Class 14 contains 8072 members 
Mstep: Class 15 contains 7601 members 
Mstep: Class 16 contains 20773 members 
Mstep: Class 17 contains 4926 members 
Mstep: Class 18 contains 170492 members 
Mstep: Class 19 contains 54027 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 164684 members 
Mstep: Class 22 contains 188564 members 
Mstep: Class 23 contains 31173 members 
Mstep: Class 24 contains 5116 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 23060 members 
Mstep: Class 28 contains 17812 members 
Mstep: Class 29 contains 12563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185984.000000 Penalty: 99613.000000
Iteration 64Q: 30 clusters Score -1.24186e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 25423 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 27192 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 15050 members 
Mstep: Class 13 contains 169846 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 7631 members 
Mstep: Class 16 contains 20772 members 
Mstep: Class 17 contains 4873 members 
Mstep: Class 18 contains 169891 members 
Mstep: Class 19 contains 54090 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 165213 members 
Mstep: Class 22 contains 188313 members 
Mstep: Class 23 contains 31210 members 
Mstep: Class 24 contains 5128 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 23043 members 
Mstep: Class 28 contains 17948 members 
Mstep: Class 29 contains 12698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124186528.000000 Penalty: 99613.000000
Iteration 65Q: 30 clusters Score -1.241865e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 25192 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 27531 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 16551 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 169816 members 
Mstep: Class 14 contains 8089 members 
Mstep: Class 15 contains 7668 members 
Mstep: Class 16 contains 20769 members 
Mstep: Class 17 contains 4834 members 
Mstep: Class 18 contains 169254 members 
Mstep: Class 19 contains 54135 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 165725 members 
Mstep: Class 22 contains 188088 members 
Mstep: Class 23 contains 31245 members 
Mstep: Class 24 contains 5138 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 23033 members 
Mstep: Class 28 contains 18090 members 
Mstep: Class 29 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124187384.000000 Penalty: 99613.000000
Iteration 66Q: 30 clusters Score -1.241874e+08 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 24961 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 27882 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 16514 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 15144 members 
Mstep: Class 13 contains 169796 members 
Mstep: Class 14 contains 8082 members 
Mstep: Class 15 contains 7697 members 
Mstep: Class 16 contains 20774 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 168725 members 
Mstep: Class 19 contains 54170 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 166185 members 
Mstep: Class 22 contains 187841 members 
Mstep: Class 23 contains 31280 members 
Mstep: Class 24 contains 5145 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 23016 members 
Mstep: Class 28 contains 18252 members 
Mstep: Class 29 contains 12930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124188712.000000 Penalty: 99613.000000
Iteration 67Q: 30 clusters Score -1.241887e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 24751 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 28265 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 16487 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 15186 members 
Mstep: Class 13 contains 169786 members 
Mstep: Class 14 contains 8085 members 
Mstep: Class 15 contains 7726 members 
Mstep: Class 16 contains 20776 members 
Mstep: Class 17 contains 4794 members 
Mstep: Class 18 contains 168141 members 
Mstep: Class 19 contains 54204 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 166569 members 
Mstep: Class 22 contains 187642 members 
Mstep: Class 23 contains 31313 members 
Mstep: Class 24 contains 5155 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 22988 members 
Mstep: Class 28 contains 18398 members 
Mstep: Class 29 contains 13020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189712.000000 Penalty: 99613.000000
Iteration 68Q: 30 clusters Score -1.241897e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 28628 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 16436 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 15230 members 
Mstep: Class 13 contains 169763 members 
Mstep: Class 14 contains 8079 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 20782 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 167622 members 
Mstep: Class 19 contains 54237 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 166901 members 
Mstep: Class 22 contains 187452 members 
Mstep: Class 23 contains 31355 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 22965 members 
Mstep: Class 28 contains 18527 members 
Mstep: Class 29 contains 13095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124190272.000000 Penalty: 99613.000000
Iteration 69Q: 30 clusters Score -1.241903e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 24383 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 28969 members 
Mstep: Class 5 contains 6585 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5127 members 
Mstep: Class 11 contains 5701 members 
Mstep: Class 12 contains 15269 members 
Mstep: Class 13 contains 169742 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 20780 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 167165 members 
Mstep: Class 19 contains 54258 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 167165 members 
Mstep: Class 22 contains 187286 members 
Mstep: Class 23 contains 31381 members 
Mstep: Class 24 contains 5171 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 22936 members 
Mstep: Class 28 contains 18651 members 
Mstep: Class 29 contains 13184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124190936.000000 Penalty: 99613.000000
Iteration 70Q: 30 clusters Score -1.241909e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 24205 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 29266 members 
Mstep: Class 5 contains 6558 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 16374 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 5700 members 
Mstep: Class 12 contains 15300 members 
Mstep: Class 13 contains 169709 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 20780 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 166837 members 
Mstep: Class 19 contains 54283 members 
Mstep: Class 20 contains 3452 members 
Mstep: Class 21 contains 167309 members 
Mstep: Class 22 contains 187136 members 
Mstep: Class 23 contains 31403 members 
Mstep: Class 24 contains 5176 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 22892 members 
Mstep: Class 28 contains 18767 members 
Mstep: Class 29 contains 13271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124191184.000000 Penalty: 99613.000000
Iteration 71Q: 30 clusters Score -1.241912e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 24024 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 29540 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 16319 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 169685 members 
Mstep: Class 14 contains 8080 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 20787 members 
Mstep: Class 17 contains 4722 members 
Mstep: Class 18 contains 166553 members 
Mstep: Class 19 contains 54311 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 167396 members 
Mstep: Class 22 contains 187047 members 
Mstep: Class 23 contains 31423 members 
Mstep: Class 24 contains 5183 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 18868 members 
Mstep: Class 29 contains 13343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124191832.000000 Penalty: 99613.000000
Iteration 72Q: 30 clusters Score -1.241918e+08 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 23854 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 29789 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 16293 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 11 contains 5701 members 
Mstep: Class 12 contains 15374 members 
Mstep: Class 13 contains 169674 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 7846 members 
Mstep: Class 16 contains 20793 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 166323 members 
Mstep: Class 19 contains 54338 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 167430 members 
Mstep: Class 22 contains 186971 members 
Mstep: Class 23 contains 31439 members 
Mstep: Class 24 contains 5187 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 22821 members 
Mstep: Class 28 contains 18953 members 
Mstep: Class 29 contains 13412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124191864.000000 Penalty: 99613.000000
Iteration 73Q: 30 clusters Score -1.241919e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 23672 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 30039 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 15408 members 
Mstep: Class 13 contains 169657 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 20800 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 166178 members 
Mstep: Class 19 contains 54353 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 167416 members 
Mstep: Class 22 contains 186878 members 
Mstep: Class 23 contains 31466 members 
Mstep: Class 24 contains 5196 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 22759 members 
Mstep: Class 28 contains 19047 members 
Mstep: Class 29 contains 13479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124191992.000000 Penalty: 99613.000000
Iteration 74Q: 30 clusters Score -1.24192e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 23502 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 30315 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 16214 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 15453 members 
Mstep: Class 13 contains 169656 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 20805 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 166036 members 
Mstep: Class 19 contains 54368 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 167393 members 
Mstep: Class 22 contains 186775 members 
Mstep: Class 23 contains 31480 members 
Mstep: Class 24 contains 5208 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 22691 members 
Mstep: Class 28 contains 19135 members 
Mstep: Class 29 contains 13531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124192192.000000 Penalty: 99613.000000
Iteration 75Q: 30 clusters Score -1.241922e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 23324 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 30641 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 16196 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 5689 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 169652 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 7889 members 
Mstep: Class 16 contains 20799 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 165883 members 
Mstep: Class 19 contains 54383 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 167379 members 
Mstep: Class 22 contains 186661 members 
Mstep: Class 23 contains 31504 members 
Mstep: Class 24 contains 5218 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 22635 members 
Mstep: Class 28 contains 19198 members 
Mstep: Class 29 contains 13569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124192632.000000 Penalty: 99613.000000
Iteration 76Q: 30 clusters Score -1.241926e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 23154 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 6352 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 16166 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 15544 members 
Mstep: Class 13 contains 169647 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 7907 members 
Mstep: Class 16 contains 20794 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 165701 members 
Mstep: Class 19 contains 54406 members 
Mstep: Class 20 contains 3500 members 
Mstep: Class 21 contains 167334 members 
Mstep: Class 22 contains 186528 members 
Mstep: Class 23 contains 31530 members 
Mstep: Class 24 contains 5221 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 22574 members 
Mstep: Class 28 contains 19285 members 
Mstep: Class 29 contains 13602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124192520.000000 Penalty: 99613.000000
Iteration 77Q: 30 clusters Score -1.241925e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 22999 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 31361 members 
Mstep: Class 5 contains 6312 members 
Mstep: Class 6 contains 3567 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 5689 members 
Mstep: Class 12 contains 15591 members 
Mstep: Class 13 contains 169637 members 
Mstep: Class 14 contains 8058 members 
Mstep: Class 15 contains 7929 members 
Mstep: Class 16 contains 20789 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 165526 members 
Mstep: Class 19 contains 54430 members 
Mstep: Class 20 contains 3519 members 
Mstep: Class 21 contains 167280 members 
Mstep: Class 22 contains 186381 members 
Mstep: Class 23 contains 31568 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 22513 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 13647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124192832.000000 Penalty: 99613.000000
Iteration 78Q: 30 clusters Score -1.241928e+08 nChanged 2400
Entering ConstructFrom: 
Score: -124192832.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (27662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Entering Unmasked Estep 
Score: -3404756.500000 Penalty: 2536.498047
	Iteration 0F: 2 clusters Score -3404756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3385830.750000 Penalty: 5072.996094
	Iteration 0F: 3 clusters Score -3385831 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3392783.250000 Penalty: 5072.996094
	Iteration 1F: 3 clusters Score -3392783 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3393602.000000 Penalty: 5072.996094
	Iteration 2F: 3 clusters Score -3393602 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3394482.250000 Penalty: 5072.996094
	Iteration 3F: 3 clusters Score -3394482 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3395438.250000 Penalty: 5072.996094
	Iteration 4F: 3 clusters Score -3395438 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3396422.750000 Penalty: 5072.996094
	Iteration 5F: 3 clusters Score -3396423 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3397353.250000 Penalty: 5072.996094
	Iteration 6F: 3 clusters Score -3397353 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3398296.000000 Penalty: 5072.996094
	Iteration 7F: 3 clusters Score -3398296 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3399222.500000 Penalty: 5072.996094
	Iteration 8Q: 3 clusters Score -3399222 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3400035.250000 Penalty: 5072.996094
	Iteration 9Q: 3 clusters Score -3400035 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3400688.500000 Penalty: 5072.996094
	Iteration 10Q: 3 clusters Score -3400688 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3401244.000000 Penalty: 5072.996094
	Iteration 11Q: 3 clusters Score -3401244 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3401659.500000 Penalty: 5072.996094
	Iteration 12Q: 3 clusters Score -3401660 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3401948.250000 Penalty: 5072.996094
	Iteration 13Q: 3 clusters Score -3401948 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3402142.750000 Penalty: 5072.996094
	Iteration 14Q: 3 clusters Score -3402143 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3402275.000000 Penalty: 5072.996094
	Iteration 15Q: 3 clusters Score -3402275 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3402358.250000 Penalty: 5072.996094
	Iteration 16Q: 3 clusters Score -3402358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3402416.000000 Penalty: 5072.996094
	Iteration 17Q: 3 clusters Score -3402416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3402447.250000 Penalty: 5072.996094
	Iteration 18Q: 3 clusters Score -3402447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3402475.500000 Penalty: 5072.996094
	Iteration 19Q: 3 clusters Score -3402476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3402494.000000 Penalty: 5072.996094
	Iteration 20F: 3 clusters Score -3402494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3402513.000000 Penalty: 5072.996094
	Iteration 21Q: 3 clusters Score -3402513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3402527.500000 Penalty: 5072.996094
	Iteration 22Q: 3 clusters Score -3402528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3402540.250000 Penalty: 5072.996094
	Iteration 23Q: 3 clusters Score -3402540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3402566.750000 Penalty: 5072.996094
	Iteration 24Q: 3 clusters Score -3402567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3402569.750000 Penalty: 5072.996094
	Iteration 25Q: 3 clusters Score -3402570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3402580.500000 Penalty: 5072.996094
	Iteration 26Q: 3 clusters Score -3402580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3402584.000000 Penalty: 5072.996094
	Iteration 27Q: 3 clusters Score -3402584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3402598.750000 Penalty: 5072.996094
	Iteration 28Q: 3 clusters Score -3402599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3402609.750000 Penalty: 5072.996094
	Iteration 29Q: 3 clusters Score -3402610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3402603.750000 Penalty: 5072.996094
	Iteration 30Q: 3 clusters Score -3402604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3402607.000000 Penalty: 5072.996094
	Iteration 31Q: 3 clusters Score -3402607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3402606.500000 Penalty: 5072.996094
	Iteration 32Q: 3 clusters Score -3402606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3402608.500000 Penalty: 5072.996094
	Iteration 33Q: 3 clusters Score -3402608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3402609.750000 Penalty: 5072.996094
	Iteration 34Q: 3 clusters Score -3402610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3402610.750000 Penalty: 5072.996094
	Iteration 35Q: 3 clusters Score -3402611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3402613.250000 Penalty: 5072.996094
	Iteration 36Q: 3 clusters Score -3402613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3402610.500000 Penalty: 5072.996094
	Iteration 37Q: 3 clusters Score -3402610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3402616.500000 Penalty: 5072.996094
	Iteration 38Q: 3 clusters Score -3402616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3402617.250000 Penalty: 5072.996094
	Iteration 39Q: 3 clusters Score -3402617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3402615.250000 Penalty: 5072.996094
	Iteration 40F: 3 clusters Score -3402615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3402614.500000 Penalty: 5072.996094
	Iteration 41Q: 3 clusters Score -3402614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3402620.750000 Penalty: 5072.996094
	Iteration 42Q: 3 clusters Score -3402621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3402614.000000 Penalty: 5072.996094
	Iteration 43Q: 3 clusters Score -3402614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3402614.000000 Penalty: 5072.996094
	Iteration 44F: 3 clusters Score -3402614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Entering Unmasked Estep 
Score: -2836388.000000 Penalty: 2489.027100
	Iteration 0F: 2 clusters Score -2836388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2820473.750000 Penalty: 4978.054199
	Iteration 0F: 3 clusters Score -2820474 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2825992.750000 Penalty: 4978.054199
	Iteration 1F: 3 clusters Score -2825993 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2826427.750000 Penalty: 4978.054199
	Iteration 2F: 3 clusters Score -2826428 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2826818.500000 Penalty: 4978.054199
	Iteration 3Q: 3 clusters Score -2826818 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2827230.250000 Penalty: 4978.054199
	Iteration 4Q: 3 clusters Score -2827230 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2827701.250000 Penalty: 4978.054199
	Iteration 5Q: 3 clusters Score -2827701 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2828304.000000 Penalty: 4978.054199
	Iteration 6Q: 3 clusters Score -2828304 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2829043.750000 Penalty: 4978.054199
	Iteration 7F: 3 clusters Score -2829044 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2829929.500000 Penalty: 4978.054199
	Iteration 8F: 3 clusters Score -2829930 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2830901.500000 Penalty: 4978.054199
	Iteration 9F: 3 clusters Score -2830902 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2831763.500000 Penalty: 4978.054199
	Iteration 10F: 3 clusters Score -2831764 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2832301.500000 Penalty: 4978.054199
	Iteration 11Q: 3 clusters Score -2832302 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2832590.500000 Penalty: 4978.054199
	Iteration 12Q: 3 clusters Score -2832590 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2832739.250000 Penalty: 4978.054199
	Iteration 13Q: 3 clusters Score -2832739 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2832865.500000 Penalty: 4978.054199
	Iteration 14Q: 3 clusters Score -2832866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2832957.000000 Penalty: 4978.054199
	Iteration 15Q: 3 clusters Score -2832957 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2833036.000000 Penalty: 4978.054199
	Iteration 16Q: 3 clusters Score -2833036 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2833104.250000 Penalty: 4978.054199
	Iteration 17Q: 3 clusters Score -2833104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2833161.000000 Penalty: 4978.054199
	Iteration 18Q: 3 clusters Score -2833161 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2833195.750000 Penalty: 4978.054199
	Iteration 19Q: 3 clusters Score -2833196 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2833232.500000 Penalty: 4978.054199
	Iteration 20F: 3 clusters Score -2833232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2833265.750000 Penalty: 4978.054199
	Iteration 21Q: 3 clusters Score -2833266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2833273.250000 Penalty: 4978.054199
	Iteration 22Q: 3 clusters Score -2833273 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2833303.750000 Penalty: 4978.054199
	Iteration 23Q: 3 clusters Score -2833304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2833319.250000 Penalty: 4978.054199
	Iteration 24Q: 3 clusters Score -2833319 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2833326.750000 Penalty: 4978.054199
	Iteration 25Q: 3 clusters Score -2833327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2833331.750000 Penalty: 4978.054199
	Iteration 26Q: 3 clusters Score -2833332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2833338.750000 Penalty: 4978.054199
	Iteration 27Q: 3 clusters Score -2833339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2833347.000000 Penalty: 4978.054199
	Iteration 28Q: 3 clusters Score -2833347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2833359.000000 Penalty: 4978.054199
	Iteration 29Q: 3 clusters Score -2833359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2833366.250000 Penalty: 4978.054199
	Iteration 30Q: 3 clusters Score -2833366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2833372.500000 Penalty: 4978.054199
	Iteration 31Q: 3 clusters Score -2833372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2833371.000000 Penalty: 4978.054199
	Iteration 32Q: 3 clusters Score -2833371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2833382.250000 Penalty: 4978.054199
	Iteration 33Q: 3 clusters Score -2833382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2833389.500000 Penalty: 4978.054199
	Iteration 34Q: 3 clusters Score -2833390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2833397.750000 Penalty: 4978.054199
	Iteration 35Q: 3 clusters Score -2833398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2833397.750000 Penalty: 4978.054199
	Iteration 36Q: 3 clusters Score -2833398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2833396.750000 Penalty: 4978.054199
	Iteration 37Q: 3 clusters Score -2833397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2833396.000000 Penalty: 4978.054199
	Iteration 38Q: 3 clusters Score -2833396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2833398.250000 Penalty: 4978.054199
	Iteration 39Q: 3 clusters Score -2833398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2833398.750000 Penalty: 4978.054199
	Iteration 40F: 3 clusters Score -2833399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2833401.750000 Penalty: 4978.054199
	Iteration 41Q: 3 clusters Score -2833402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2833409.500000 Penalty: 4978.054199
	Iteration 42Q: 3 clusters Score -2833410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2833407.500000 Penalty: 4978.054199
	Iteration 43Q: 3 clusters Score -2833408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2833414.500000 Penalty: 4978.054199
	Iteration 44Q: 3 clusters Score -2833414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2833420.750000 Penalty: 4978.054199
	Iteration 45Q: 3 clusters Score -2833421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2833421.500000 Penalty: 4978.054199
	Iteration 46Q: 3 clusters Score -2833422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2833419.250000 Penalty: 4978.054199
	Iteration 47Q: 3 clusters Score -2833419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2833417.250000 Penalty: 4978.054199
	Iteration 48Q: 3 clusters Score -2833417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2833425.000000 Penalty: 4978.054199
	Iteration 49Q: 3 clusters Score -2833425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2833419.250000 Penalty: 4978.054199
	Iteration 50Q: 3 clusters Score -2833419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2833422.000000 Penalty: 4978.054199
	Iteration 51Q: 3 clusters Score -2833422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2833421.500000 Penalty: 4978.054199
	Iteration 52Q: 3 clusters Score -2833422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2833425.250000 Penalty: 4978.054199
	Iteration 53Q: 3 clusters Score -2833425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2833431.250000 Penalty: 4978.054199
	Iteration 54Q: 3 clusters Score -2833431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2833427.500000 Penalty: 4978.054199
	Iteration 55Q: 3 clusters Score -2833428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2833431.250000 Penalty: 4978.054199
	Iteration 56Q: 3 clusters Score -2833431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2833431.250000 Penalty: 4978.054199
	Iteration 57Q: 3 clusters Score -2833431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2833435.500000 Penalty: 4978.054199
	Iteration 58Q: 3 clusters Score -2833436 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2833436 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2833443 nChanged 19
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Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2833445 nChanged 16
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Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 15156 members 
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	Iteration 62Q: 3 clusters Score -2833440 nChanged 12
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Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2833444 nChanged 14
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Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2833448 nChanged 18
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Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 15200 members 
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	Iteration 65Q: 3 clusters Score -2833451 nChanged 22
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Mstep: Class 1 contains 7621 members 
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	Iteration 66Q: 3 clusters Score -2833448 nChanged 19
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Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2833455 nChanged 18
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Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2833460 nChanged 13
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Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 15272 members 
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	Iteration 69Q: 3 clusters Score -2833457 nChanged 13
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	Iteration 70Q: 3 clusters Score -2833460 nChanged 16
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Mstep: Class 1 contains 7542 members 
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	Iteration 71Q: 3 clusters Score -2833461 nChanged 14
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Mstep: Class 1 contains 7528 members 
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	Iteration 72Q: 3 clusters Score -2833462 nChanged 11
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Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 15326 members 
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	Iteration 73Q: 3 clusters Score -2833456 nChanged 13
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Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 15339 members 
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	Iteration 74Q: 3 clusters Score -2833462 nChanged 9
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Mstep: Class 1 contains 7495 members 
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	Iteration 75Q: 3 clusters Score -2833462 nChanged 12
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Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 15360 members 
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	Iteration 76Q: 3 clusters Score -2833468 nChanged 13
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Mstep: Class 1 contains 7470 members 
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	Iteration 77Q: 3 clusters Score -2833467 nChanged 11
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Mstep: Class 1 contains 7459 members 
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Mstep: Class 1 contains 7446 members 
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	Iteration 79Q: 3 clusters Score -2833464 nChanged 17
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Mstep: Class 1 contains 7429 members 
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	Iteration 80F: 3 clusters Score -2833467 nChanged 20
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Mstep: Class 1 contains 7409 members 
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	Iteration 81Q: 3 clusters Score -2833469 nChanged 17
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Mstep: Class 1 contains 7392 members 
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	Iteration 82Q: 3 clusters Score -2833470 nChanged 21
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Mstep: Class 1 contains 7371 members 
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	Iteration 83Q: 3 clusters Score -2833474 nChanged 27
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Mstep: Class 1 contains 7344 members 
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	Iteration 84Q: 3 clusters Score -2833470 nChanged 21
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Mstep: Class 1 contains 7323 members 
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	Iteration 86Q: 3 clusters Score -2833482 nChanged 32
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Mstep: Class 1 contains 7263 members 
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	Iteration 87Q: 3 clusters Score -2833488 nChanged 30
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	Iteration 88Q: 3 clusters Score -2833490 nChanged 24
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	Iteration 89Q: 3 clusters Score -2833490 nChanged 32
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	Iteration 90Q: 3 clusters Score -2833492 nChanged 34
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	Iteration 91Q: 3 clusters Score -2833500 nChanged 31
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Mstep: Class 1 contains 7112 members 
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	Iteration 93Q: 3 clusters Score -2833502 nChanged 24
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Mstep: Class 1 contains 7016 members 
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	Iteration 96Q: 3 clusters Score -2833512 nChanged 36
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Mstep: Class 1 contains 6982 members 
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	Iteration 97Q: 3 clusters Score -2833517 nChanged 34
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Mstep: Class 1 contains 6948 members 
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	Iteration 98Q: 3 clusters Score -2833527 nChanged 25
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Mstep: Class 1 contains 6923 members 
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Mstep: Class 1 contains 6904 members 
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	Iteration 100F: 3 clusters Score -2833520 nChanged 17
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Mstep: Class 1 contains 6887 members 
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	Iteration 101Q: 3 clusters Score -2833518 nChanged 19
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Mstep: Class 1 contains 6868 members 
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	Iteration 102Q: 3 clusters Score -2833529 nChanged 15
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Mstep: Class 1 contains 6853 members 
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	Iteration 103Q: 3 clusters Score -2833529 nChanged 16
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Mstep: Class 1 contains 6837 members 
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	Iteration 104Q: 3 clusters Score -2833530 nChanged 16
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	Iteration 105Q: 3 clusters Score -2833526 nChanged 25
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	Iteration 106Q: 3 clusters Score -2833529 nChanged 19
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Mstep: Class 1 contains 6777 members 
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	Iteration 107Q: 3 clusters Score -2833536 nChanged 19
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	Iteration 108Q: 3 clusters Score -2833537 nChanged 21
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	Iteration 109Q: 3 clusters Score -2833533 nChanged 22
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	Iteration 110Q: 3 clusters Score -2833531 nChanged 15
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	Iteration 111Q: 3 clusters Score -2833536 nChanged 13
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	Iteration 112Q: 3 clusters Score -2833540 nChanged 10
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	Iteration 113Q: 3 clusters Score -2833544 nChanged 14
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	Iteration 114Q: 3 clusters Score -2833544 nChanged 13
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	Iteration 115Q: 3 clusters Score -2833547 nChanged 11
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	Iteration 116Q: 3 clusters Score -2833549 nChanged 10
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	Iteration 117Q: 3 clusters Score -2833552 nChanged 10
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	Iteration 118Q: 3 clusters Score -2833551 nChanged 10
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	Iteration 119Q: 3 clusters Score -2833554 nChanged 5
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	Iteration 120F: 3 clusters Score -2833554 nChanged 4
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	Iteration 121Q: 3 clusters Score -2833553 nChanged 4
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	Iteration 122Q: 3 clusters Score -2833552 nChanged 6
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	Iteration 123Q: 3 clusters Score -2833550 nChanged 5
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	Iteration 124Q: 3 clusters Score -2833549 nChanged 1
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	Iteration 125Q: 3 clusters Score -2833547 nChanged 4
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	Iteration 126Q: 3 clusters Score -2833550 nChanged 2
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	Iteration 127Q: 3 clusters Score -2833551 nChanged 3
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	Iteration 128Q: 3 clusters Score -2833554 nChanged 4
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	Iteration 129Q: 3 clusters Score -2833551 nChanged 4
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	Iteration 130Q: 3 clusters Score -2833553 nChanged 3
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	Iteration 131Q: 3 clusters Score -2833555 nChanged 5
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	Iteration 132Q: 3 clusters Score -2833556 nChanged 4
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	Iteration 133Q: 3 clusters Score -2833552 nChanged 4
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	Iteration 134Q: 3 clusters Score -2833556 nChanged 1
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	Iteration 135Q: 3 clusters Score -2833554 nChanged 2
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	Iteration 136Q: 3 clusters Score -2833558 nChanged 4
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	Iteration 137Q: 3 clusters Score -2833554 nChanged 3
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	Iteration 138Q: 3 clusters Score -2833555 nChanged 2
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	Iteration 139Q: 3 clusters Score -2833558 nChanged 5
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	Iteration 140F: 3 clusters Score -2833557 nChanged 6
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	Iteration 141Q: 3 clusters Score -2833558 nChanged 8
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	Iteration 142Q: 3 clusters Score -2833560 nChanged 6
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	Iteration 143Q: 3 clusters Score -2833559 nChanged 8
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	Iteration 144Q: 3 clusters Score -2833556 nChanged 6
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	Iteration 145Q: 3 clusters Score -2833559 nChanged 6
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	Iteration 146Q: 3 clusters Score -2833560 nChanged 6
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	Iteration 148Q: 3 clusters Score -2833556 nChanged 7
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	Iteration 149Q: 3 clusters Score -2833563 nChanged 4
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	Iteration 150Q: 3 clusters Score -2833570 nChanged 2
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	Iteration 151Q: 3 clusters Score -2833566 nChanged 4
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	Iteration 152Q: 3 clusters Score -2833565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2833568.500000 Penalty: 4978.054199
	Iteration 153Q: 3 clusters Score -2833568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2833568.750000 Penalty: 4978.054199
	Iteration 154Q: 3 clusters Score -2833569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2833568.000000 Penalty: 4978.054199
	Iteration 155Q: 3 clusters Score -2833568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2833569.500000 Penalty: 4978.054199
	Iteration 156Q: 3 clusters Score -2833570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2833565.250000 Penalty: 4978.054199
	Iteration 157Q: 3 clusters Score -2833565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2833559.750000 Penalty: 4978.054199
	Iteration 158Q: 3 clusters Score -2833560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2833562.000000 Penalty: 4978.054199
	Iteration 159Q: 3 clusters Score -2833562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2833565.750000 Penalty: 4978.054199
	Iteration 160F: 3 clusters Score -2833566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2833570.250000 Penalty: 4978.054199
	Iteration 161Q: 3 clusters Score -2833570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2833567.500000 Penalty: 4978.054199
	Iteration 162Q: 3 clusters Score -2833568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2833567.500000 Penalty: 4978.054199
	Iteration 163Q: 3 clusters Score -2833568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2833574.000000 Penalty: 4978.054199
	Iteration 164Q: 3 clusters Score -2833574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2833574.000000 Penalty: 4978.054199
	Iteration 165Q: 3 clusters Score -2833574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2833572.750000 Penalty: 4978.054199
	Iteration 166Q: 3 clusters Score -2833573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2833574.500000 Penalty: 4978.054199
	Iteration 167Q: 3 clusters Score -2833574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2833574.500000 Penalty: 4978.054199
	Iteration 168F: 3 clusters Score -2833574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Entering Unmasked Estep 
Score: -1231315.000000 Penalty: 2286.165039
	Iteration 0F: 2 clusters Score -1231315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1223677.750000 Penalty: 4572.330078
	Iteration 0F: 3 clusters Score -1223678 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1226000.750000 Penalty: 4572.330078
	Iteration 1F: 3 clusters Score -1226001 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1226475.375000 Penalty: 4572.330078
	Iteration 2F: 3 clusters Score -1226475 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1226966.750000 Penalty: 4572.330078
	Iteration 3F: 3 clusters Score -1226967 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1227506.750000 Penalty: 4572.330078
	Iteration 4F: 3 clusters Score -1227507 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1228025.375000 Penalty: 4572.330078
	Iteration 5F: 3 clusters Score -1228025 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1228457.875000 Penalty: 4572.330078
	Iteration 6F: 3 clusters Score -1228458 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1228761.000000 Penalty: 4572.330078
	Iteration 7Q: 3 clusters Score -1228761 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1228965.875000 Penalty: 4572.330078
	Iteration 8Q: 3 clusters Score -1228966 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1229089.875000 Penalty: 4572.330078
	Iteration 9Q: 3 clusters Score -1229090 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1229171.375000 Penalty: 4572.330078
	Iteration 10Q: 3 clusters Score -1229171 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1229224.500000 Penalty: 4572.330078
	Iteration 11Q: 3 clusters Score -1229224 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1229261.000000 Penalty: 4572.330078
	Iteration 12Q: 3 clusters Score -1229261 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1229290.625000 Penalty: 4572.330078
	Iteration 13Q: 3 clusters Score -1229291 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1229321.750000 Penalty: 4572.330078
	Iteration 14Q: 3 clusters Score -1229322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1229352.500000 Penalty: 4572.330078
	Iteration 15Q: 3 clusters Score -1229352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1229377.125000 Penalty: 4572.330078
	Iteration 16Q: 3 clusters Score -1229377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1229397.625000 Penalty: 4572.330078
	Iteration 17Q: 3 clusters Score -1229398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1229419.000000 Penalty: 4572.330078
	Iteration 18Q: 3 clusters Score -1229419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1229435.625000 Penalty: 4572.330078
	Iteration 19Q: 3 clusters Score -1229436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1229449.125000 Penalty: 4572.330078
	Iteration 20F: 3 clusters Score -1229449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1229464.625000 Penalty: 4572.330078
	Iteration 21Q: 3 clusters Score -1229465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1229477.250000 Penalty: 4572.330078
	Iteration 22Q: 3 clusters Score -1229477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1229486.250000 Penalty: 4572.330078
	Iteration 23Q: 3 clusters Score -1229486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1229497.125000 Penalty: 4572.330078
	Iteration 24Q: 3 clusters Score -1229497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1229512.500000 Penalty: 4572.330078
	Iteration 25Q: 3 clusters Score -1229512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1229524.750000 Penalty: 4572.330078
	Iteration 26Q: 3 clusters Score -1229525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1229536.875000 Penalty: 4572.330078
	Iteration 27Q: 3 clusters Score -1229537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1229551.750000 Penalty: 4572.330078
	Iteration 28Q: 3 clusters Score -1229552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1229561.625000 Penalty: 4572.330078
	Iteration 29Q: 3 clusters Score -1229562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1229570.250000 Penalty: 4572.330078
	Iteration 30Q: 3 clusters Score -1229570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1229586.250000 Penalty: 4572.330078
	Iteration 31Q: 3 clusters Score -1229586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1229599.375000 Penalty: 4572.330078
	Iteration 32Q: 3 clusters Score -1229599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1229605.250000 Penalty: 4572.330078
	Iteration 33Q: 3 clusters Score -1229605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1229614.375000 Penalty: 4572.330078
	Iteration 34Q: 3 clusters Score -1229614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1229617.750000 Penalty: 4572.330078
	Iteration 35Q: 3 clusters Score -1229618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1229625.625000 Penalty: 4572.330078
	Iteration 36Q: 3 clusters Score -1229626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1229625.000000 Penalty: 4572.330078
	Iteration 37Q: 3 clusters Score -1229625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1229631.500000 Penalty: 4572.330078
	Iteration 38Q: 3 clusters Score -1229632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1229633.875000 Penalty: 4572.330078
	Iteration 39Q: 3 clusters Score -1229634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1229640.000000 Penalty: 4572.330078
	Iteration 40F: 3 clusters Score -1229640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1229638.750000 Penalty: 4572.330078
	Iteration 41Q: 3 clusters Score -1229639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1229640.750000 Penalty: 4572.330078
	Iteration 42Q: 3 clusters Score -1229641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1229642.375000 Penalty: 4572.330078
	Iteration 43Q: 3 clusters Score -1229642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1229648.375000 Penalty: 4572.330078
	Iteration 44Q: 3 clusters Score -1229648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1229650.375000 Penalty: 4572.330078
	Iteration 45Q: 3 clusters Score -1229650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1229655.750000 Penalty: 4572.330078
	Iteration 46Q: 3 clusters Score -1229656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1229656.000000 Penalty: 4572.330078
	Iteration 47Q: 3 clusters Score -1229656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1229662.500000 Penalty: 4572.330078
	Iteration 48Q: 3 clusters Score -1229662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1229667.750000 Penalty: 4572.330078
	Iteration 49Q: 3 clusters Score -1229668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1229669.125000 Penalty: 4572.330078
	Iteration 50Q: 3 clusters Score -1229669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1229669.125000 Penalty: 4572.330078
	Iteration 51Q: 3 clusters Score -1229669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1229671.500000 Penalty: 4572.330078
	Iteration 52Q: 3 clusters Score -1229672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1229672.125000 Penalty: 4572.330078
	Iteration 53Q: 3 clusters Score -1229672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1229675.875000 Penalty: 4572.330078
	Iteration 54Q: 3 clusters Score -1229676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1229677.875000 Penalty: 4572.330078
	Iteration 55Q: 3 clusters Score -1229678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1229679.000000 Penalty: 4572.330078
	Iteration 56Q: 3 clusters Score -1229679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1229684.375000 Penalty: 4572.330078
	Iteration 57Q: 3 clusters Score -1229684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1229687.375000 Penalty: 4572.330078
	Iteration 58Q: 3 clusters Score -1229687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1229693.875000 Penalty: 4572.330078
	Iteration 59Q: 3 clusters Score -1229694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1229697.375000 Penalty: 4572.330078
	Iteration 60F: 3 clusters Score -1229697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1229700.000000 Penalty: 4572.330078
	Iteration 61Q: 3 clusters Score -1229700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1229706.000000 Penalty: 4572.330078
	Iteration 62Q: 3 clusters Score -1229706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1229710.250000 Penalty: 4572.330078
	Iteration 63Q: 3 clusters Score -1229710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1229714.000000 Penalty: 4572.330078
	Iteration 64Q: 3 clusters Score -1229714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1229716.000000 Penalty: 4572.330078
	Iteration 65Q: 3 clusters Score -1229716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1229720.375000 Penalty: 4572.330078
	Iteration 66Q: 3 clusters Score -1229720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1229720.000000 Penalty: 4572.330078
	Iteration 67Q: 3 clusters Score -1229720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1229724.375000 Penalty: 4572.330078
	Iteration 68Q: 3 clusters Score -1229724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1229729.125000 Penalty: 4572.330078
	Iteration 69Q: 3 clusters Score -1229729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1229733.250000 Penalty: 4572.330078
	Iteration 70Q: 3 clusters Score -1229733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1229738.625000 Penalty: 4572.330078
	Iteration 71Q: 3 clusters Score -1229739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1229740.250000 Penalty: 4572.330078
	Iteration 72Q: 3 clusters Score -1229740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1229741.375000 Penalty: 4572.330078
	Iteration 73Q: 3 clusters Score -1229741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1229744.625000 Penalty: 4572.330078
	Iteration 74Q: 3 clusters Score -1229745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1229747.125000 Penalty: 4572.330078
	Iteration 75Q: 3 clusters Score -1229747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1229747.125000 Penalty: 4572.330078
	Iteration 76Q: 3 clusters Score -1229747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1229749.125000 Penalty: 4572.330078
	Iteration 77Q: 3 clusters Score -1229749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1229750.250000 Penalty: 4572.330078
	Iteration 78Q: 3 clusters Score -1229750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1229756.250000 Penalty: 4572.330078
	Iteration 79Q: 3 clusters Score -1229756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1229754.125000 Penalty: 4572.330078
	Iteration 80F: 3 clusters Score -1229754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1229754.875000 Penalty: 4572.330078
	Iteration 81Q: 3 clusters Score -1229755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1229758.500000 Penalty: 4572.330078
	Iteration 82Q: 3 clusters Score -1229758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1229762.000000 Penalty: 4572.330078
	Iteration 83Q: 3 clusters Score -1229762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1229762.250000 Penalty: 4572.330078
	Iteration 84Q: 3 clusters Score -1229762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1229765.000000 Penalty: 4572.330078
	Iteration 85Q: 3 clusters Score -1229765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1229762.375000 Penalty: 4572.330078
	Iteration 86Q: 3 clusters Score -1229762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1229765.625000 Penalty: 4572.330078
	Iteration 87Q: 3 clusters Score -1229766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1229765.750000 Penalty: 4572.330078
	Iteration 88Q: 3 clusters Score -1229766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1229769.250000 Penalty: 4572.330078
	Iteration 89Q: 3 clusters Score -1229769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1229772.125000 Penalty: 4572.330078
	Iteration 90Q: 3 clusters Score -1229772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1229773.625000 Penalty: 4572.330078
	Iteration 91Q: 3 clusters Score -1229774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1229778.500000 Penalty: 4572.330078
	Iteration 92Q: 3 clusters Score -1229778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1229777.125000 Penalty: 4572.330078
	Iteration 93Q: 3 clusters Score -1229777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1229780.875000 Penalty: 4572.330078
	Iteration 94Q: 3 clusters Score -1229781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1229781.000000 Penalty: 4572.330078
	Iteration 95Q: 3 clusters Score -1229781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1229779.875000 Penalty: 4572.330078
	Iteration 96Q: 3 clusters Score -1229780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1229780.750000 Penalty: 4572.330078
	Iteration 97Q: 3 clusters Score -1229781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1229782.000000 Penalty: 4572.330078
	Iteration 98Q: 3 clusters Score -1229782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1229784.125000 Penalty: 4572.330078
	Iteration 99Q: 3 clusters Score -1229784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1229782.250000 Penalty: 4572.330078
	Iteration 100F: 3 clusters Score -1229782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1229783.625000 Penalty: 4572.330078
	Iteration 101Q: 3 clusters Score -1229784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1229783.625000 Penalty: 4572.330078
	Iteration 102F: 3 clusters Score -1229784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Entering Unmasked Estep 
Score: -4067869.000000 Penalty: 2570.125488
	Iteration 0F: 2 clusters Score -4067869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4046331.000000 Penalty: 5140.250977
	Iteration 0F: 3 clusters Score -4046331 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4054109.500000 Penalty: 5140.250977
	Iteration 1F: 3 clusters Score -4054110 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4054451.250000 Penalty: 5140.250977
	Iteration 2Q: 3 clusters Score -4054451 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4054711.250000 Penalty: 5140.250977
	Iteration 3Q: 3 clusters Score -4054711 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4054925.500000 Penalty: 5140.250977
	Iteration 4Q: 3 clusters Score -4054926 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4055124.000000 Penalty: 5140.250977
	Iteration 5Q: 3 clusters Score -4055124 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4055323.750000 Penalty: 5140.250977
	Iteration 6Q: 3 clusters Score -4055324 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4055503.250000 Penalty: 5140.250977
	Iteration 7Q: 3 clusters Score -4055503 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -4055709.750000 Penalty: 5140.250977
	Iteration 8Q: 3 clusters Score -4055710 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -4056007.500000 Penalty: 5140.250977
	Iteration 9Q: 3 clusters Score -4056008 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4056435.750000 Penalty: 5140.250977
	Iteration 10Q: 3 clusters Score -4056436 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -4057078.750000 Penalty: 5140.250977
	Iteration 11Q: 3 clusters Score -4057079 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4058121.750000 Penalty: 5140.250977
	Iteration 12F: 3 clusters Score -4058122 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4059662.250000 Penalty: 5140.250977
	Iteration 13F: 3 clusters Score -4059662 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4061568.000000 Penalty: 5140.250977
	Iteration 14F: 3 clusters Score -4061568 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4063322.500000 Penalty: 5140.250977
	Iteration 15F: 3 clusters Score -4063322 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4064491.250000 Penalty: 5140.250977
	Iteration 16Q: 3 clusters Score -4064491 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4065081.000000 Penalty: 5140.250977
	Iteration 17Q: 3 clusters Score -4065081 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4065343.750000 Penalty: 5140.250977
	Iteration 18Q: 3 clusters Score -4065344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4065474.500000 Penalty: 5140.250977
	Iteration 19Q: 3 clusters Score -4065474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4065555.000000 Penalty: 5140.250977
	Iteration 20F: 3 clusters Score -4065555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4065591.250000 Penalty: 5140.250977
	Iteration 21Q: 3 clusters Score -4065591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4065618.750000 Penalty: 5140.250977
	Iteration 22Q: 3 clusters Score -4065619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4065640.750000 Penalty: 5140.250977
	Iteration 23Q: 3 clusters Score -4065641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4065655.250000 Penalty: 5140.250977
	Iteration 24Q: 3 clusters Score -4065655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4065660.500000 Penalty: 5140.250977
	Iteration 25Q: 3 clusters Score -4065660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4065663.000000 Penalty: 5140.250977
	Iteration 26Q: 3 clusters Score -4065663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4065667.750000 Penalty: 5140.250977
	Iteration 27Q: 3 clusters Score -4065668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4065673.250000 Penalty: 5140.250977
	Iteration 28Q: 3 clusters Score -4065673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4065673.750000 Penalty: 5140.250977
	Iteration 29Q: 3 clusters Score -4065674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4065680.000000 Penalty: 5140.250977
	Iteration 30Q: 3 clusters Score -4065680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4065682.500000 Penalty: 5140.250977
	Iteration 31Q: 3 clusters Score -4065682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4065682.250000 Penalty: 5140.250977
	Iteration 32Q: 3 clusters Score -4065682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4065682.250000 Penalty: 5140.250977
	Iteration 33F: 3 clusters Score -4065682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Entering Unmasked Estep 
Score: -708994.750000 Penalty: 2168.751465
	Iteration 0F: 2 clusters Score -708994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -703657.062500 Penalty: 4337.502930
	Iteration 0F: 3 clusters Score -703657.1 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -705059.937500 Penalty: 4337.502930
	Iteration 1F: 3 clusters Score -705059.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -705330.312500 Penalty: 4337.502930
	Iteration 2F: 3 clusters Score -705330.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -705553.062500 Penalty: 4337.502930
	Iteration 3F: 3 clusters Score -705553.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -705766.875000 Penalty: 4337.502930
	Iteration 4F: 3 clusters Score -705766.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -705978.625000 Penalty: 4337.502930
	Iteration 5Q: 3 clusters Score -705978.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -706171.312500 Penalty: 4337.502930
	Iteration 6Q: 3 clusters Score -706171.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -706321.687500 Penalty: 4337.502930
	Iteration 7Q: 3 clusters Score -706321.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -706462.375000 Penalty: 4337.502930
	Iteration 8Q: 3 clusters Score -706462.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -706563.562500 Penalty: 4337.502930
	Iteration 9Q: 3 clusters Score -706563.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -706639.375000 Penalty: 4337.502930
	Iteration 10Q: 3 clusters Score -706639.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -706712.250000 Penalty: 4337.502930
	Iteration 11Q: 3 clusters Score -706712.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -706778.187500 Penalty: 4337.502930
	Iteration 12Q: 3 clusters Score -706778.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -706834.562500 Penalty: 4337.502930
	Iteration 13Q: 3 clusters Score -706834.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -706879.125000 Penalty: 4337.502930
	Iteration 14Q: 3 clusters Score -706879.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -706924.000000 Penalty: 4337.502930
	Iteration 15Q: 3 clusters Score -706924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -706974.562500 Penalty: 4337.502930
	Iteration 16Q: 3 clusters Score -706974.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -707031.687500 Penalty: 4337.502930
	Iteration 17Q: 3 clusters Score -707031.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -707086.687500 Penalty: 4337.502930
	Iteration 18Q: 3 clusters Score -707086.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -707137.437500 Penalty: 4337.502930
	Iteration 19Q: 3 clusters Score -707137.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -707180.000000 Penalty: 4337.502930
	Iteration 20F: 3 clusters Score -707180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -707218.500000 Penalty: 4337.502930
	Iteration 21Q: 3 clusters Score -707218.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -707253.875000 Penalty: 4337.502930
	Iteration 22Q: 3 clusters Score -707253.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -707291.312500 Penalty: 4337.502930
	Iteration 23Q: 3 clusters Score -707291.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -707341.812500 Penalty: 4337.502930
	Iteration 24Q: 3 clusters Score -707341.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -707413.937500 Penalty: 4337.502930
	Iteration 25Q: 3 clusters Score -707413.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -707479.062500 Penalty: 4337.502930
	Iteration 26Q: 3 clusters Score -707479.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -707530.187500 Penalty: 4337.502930
	Iteration 27Q: 3 clusters Score -707530.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -707571.125000 Penalty: 4337.502930
	Iteration 28Q: 3 clusters Score -707571.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -707619.125000 Penalty: 4337.502930
	Iteration 29Q: 3 clusters Score -707619.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -707653.687500 Penalty: 4337.502930
	Iteration 30Q: 3 clusters Score -707653.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -707675.125000 Penalty: 4337.502930
	Iteration 31Q: 3 clusters Score -707675.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -707700.687500 Penalty: 4337.502930
	Iteration 32Q: 3 clusters Score -707700.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -707717.812500 Penalty: 4337.502930
	Iteration 33Q: 3 clusters Score -707717.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -707728.750000 Penalty: 4337.502930
	Iteration 34Q: 3 clusters Score -707728.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -707738.750000 Penalty: 4337.502930
	Iteration 35Q: 3 clusters Score -707738.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -707745.437500 Penalty: 4337.502930
	Iteration 36Q: 3 clusters Score -707745.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -707750.875000 Penalty: 4337.502930
	Iteration 37Q: 3 clusters Score -707750.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -707754.250000 Penalty: 4337.502930
	Iteration 38Q: 3 clusters Score -707754.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -707756.875000 Penalty: 4337.502930
	Iteration 39Q: 3 clusters Score -707756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -707757.375000 Penalty: 4337.502930
	Iteration 40F: 3 clusters Score -707757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -707759.187500 Penalty: 4337.502930
	Iteration 41Q: 3 clusters Score -707759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -707759.437500 Penalty: 4337.502930
	Iteration 42Q: 3 clusters Score -707759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -707759.562500 Penalty: 4337.502930
	Iteration 43Q: 3 clusters Score -707759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -707762.125000 Penalty: 4337.502930
	Iteration 44Q: 3 clusters Score -707762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -707765.625000 Penalty: 4337.502930
	Iteration 45Q: 3 clusters Score -707765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -707765.312500 Penalty: 4337.502930
	Iteration 46Q: 3 clusters Score -707765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -707766.812500 Penalty: 4337.502930
	Iteration 47Q: 3 clusters Score -707766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -707766.812500 Penalty: 4337.502930
	Iteration 48Q: 3 clusters Score -707766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -707767.500000 Penalty: 4337.502930
	Iteration 49Q: 3 clusters Score -707767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -707768.312500 Penalty: 4337.502930
	Iteration 50Q: 3 clusters Score -707768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -707769.500000 Penalty: 4337.502930
	Iteration 51Q: 3 clusters Score -707769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -707772.875000 Penalty: 4337.502930
	Iteration 52Q: 3 clusters Score -707772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -707775.312500 Penalty: 4337.502930
	Iteration 53Q: 3 clusters Score -707775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -707774.437500 Penalty: 4337.502930
	Iteration 54Q: 3 clusters Score -707774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -707774.437500 Penalty: 4337.502930
	Iteration 55F: 3 clusters Score -707774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -409435.437500 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -409435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -405813.250000 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -405813.2 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -406646.218750 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -406646.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -406836.843750 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -406836.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -406947.437500 Penalty: 4056.744141
	Iteration 3F: 3 clusters Score -406947.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -407023.125000 Penalty: 4056.744141
	Iteration 4Q: 3 clusters Score -407023.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -407085.281250 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -407085.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -407143.750000 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -407143.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -407192.312500 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -407192.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -407246.187500 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -407246.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -407290.718750 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -407290.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -407325.156250 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -407325.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -407356.156250 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -407356.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -407391.125000 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -407391.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -407426.156250 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -407426.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -407453.531250 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -407453.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -407471.968750 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -407472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -407485.500000 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -407485.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -407497.718750 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -407497.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -407506.250000 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -407506.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -407513.593750 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -407513.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -407524.250000 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -407524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -407531.875000 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -407531.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -407543.375000 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -407543.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -407555.593750 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -407555.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -407566.687500 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -407566.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -407578.468750 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -407578.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -407591.531250 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -407591.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -407604.812500 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -407604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -407616.406250 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -407616.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -407628.375000 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -407628.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -407640.468750 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -407640.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -407646.312500 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -407646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -407651.625000 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -407651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -407658.656250 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -407658.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -407665.281250 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -407665.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -407673.000000 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -407673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -407679.406250 Penalty: 4056.744141
	Iteration 36Q: 3 clusters Score -407679.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -407689.593750 Penalty: 4056.744141
	Iteration 37Q: 3 clusters Score -407689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -407698.781250 Penalty: 4056.744141
	Iteration 38Q: 3 clusters Score -407698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -407706.968750 Penalty: 4056.744141
	Iteration 39Q: 3 clusters Score -407707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -407716.000000 Penalty: 4056.744141
	Iteration 40F: 3 clusters Score -407716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -407725.343750 Penalty: 4056.744141
	Iteration 41Q: 3 clusters Score -407725.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -407732.968750 Penalty: 4056.744141
	Iteration 42Q: 3 clusters Score -407733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -407741.156250 Penalty: 4056.744141
	Iteration 43Q: 3 clusters Score -407741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -407746.562500 Penalty: 4056.744141
	Iteration 44Q: 3 clusters Score -407746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -407751.437500 Penalty: 4056.744141
	Iteration 45Q: 3 clusters Score -407751.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -407752.968750 Penalty: 4056.744141
	Iteration 46Q: 3 clusters Score -407753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -407755.218750 Penalty: 4056.744141
	Iteration 47Q: 3 clusters Score -407755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -407757.687500 Penalty: 4056.744141
	Iteration 48Q: 3 clusters Score -407757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -407759.937500 Penalty: 4056.744141
	Iteration 49Q: 3 clusters Score -407759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -407761.000000 Penalty: 4056.744141
	Iteration 50Q: 3 clusters Score -407761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -407761.625000 Penalty: 4056.744141
	Iteration 51Q: 3 clusters Score -407761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -407761.625000 Penalty: 4056.744141
	Iteration 52F: 3 clusters Score -407761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Entering Unmasked Estep 
Score: -1905337.000000 Penalty: 2402.640137
	Iteration 0F: 2 clusters Score -1905337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1893818.250000 Penalty: 4805.280273
	Iteration 0F: 3 clusters Score -1893818 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1897586.125000 Penalty: 4805.280273
	Iteration 1F: 3 clusters Score -1897586 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1898000.250000 Penalty: 4805.280273
	Iteration 2F: 3 clusters Score -1898000 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1898350.375000 Penalty: 4805.280273
	Iteration 3F: 3 clusters Score -1898350 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1898653.500000 Penalty: 4805.280273
	Iteration 4Q: 3 clusters Score -1898654 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1898985.000000 Penalty: 4805.280273
	Iteration 5Q: 3 clusters Score -1898985 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1899356.250000 Penalty: 4805.280273
	Iteration 6Q: 3 clusters Score -1899356 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1899814.000000 Penalty: 4805.280273
	Iteration 7Q: 3 clusters Score -1899814 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1900402.625000 Penalty: 4805.280273
	Iteration 8F: 3 clusters Score -1900403 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1901060.750000 Penalty: 4805.280273
	Iteration 9F: 3 clusters Score -1901061 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1901741.000000 Penalty: 4805.280273
	Iteration 10F: 3 clusters Score -1901741 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1902321.000000 Penalty: 4805.280273
	Iteration 11Q: 3 clusters Score -1902321 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1902794.875000 Penalty: 4805.280273
	Iteration 12Q: 3 clusters Score -1902795 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1903155.750000 Penalty: 4805.280273
	Iteration 13Q: 3 clusters Score -1903156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1903401.000000 Penalty: 4805.280273
	Iteration 14Q: 3 clusters Score -1903401 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1903568.000000 Penalty: 4805.280273
	Iteration 15Q: 3 clusters Score -1903568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1903711.875000 Penalty: 4805.280273
	Iteration 16Q: 3 clusters Score -1903712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1903804.500000 Penalty: 4805.280273
	Iteration 17Q: 3 clusters Score -1903804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1903869.125000 Penalty: 4805.280273
	Iteration 18Q: 3 clusters Score -1903869 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1903943.000000 Penalty: 4805.280273
	Iteration 19Q: 3 clusters Score -1903943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1903994.750000 Penalty: 4805.280273
	Iteration 20F: 3 clusters Score -1903995 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1904036.875000 Penalty: 4805.280273
	Iteration 21Q: 3 clusters Score -1904037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1904068.875000 Penalty: 4805.280273
	Iteration 22Q: 3 clusters Score -1904069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1904089.125000 Penalty: 4805.280273
	Iteration 23Q: 3 clusters Score -1904089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1904116.625000 Penalty: 4805.280273
	Iteration 24Q: 3 clusters Score -1904117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1904121.875000 Penalty: 4805.280273
	Iteration 25Q: 3 clusters Score -1904122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1904134.750000 Penalty: 4805.280273
	Iteration 26Q: 3 clusters Score -1904135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1904150.000000 Penalty: 4805.280273
	Iteration 27Q: 3 clusters Score -1904150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1904168.125000 Penalty: 4805.280273
	Iteration 28Q: 3 clusters Score -1904168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1904182.125000 Penalty: 4805.280273
	Iteration 29Q: 3 clusters Score -1904182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1904201.375000 Penalty: 4805.280273
	Iteration 30Q: 3 clusters Score -1904201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1904220.750000 Penalty: 4805.280273
	Iteration 31Q: 3 clusters Score -1904221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1904251.500000 Penalty: 4805.280273
	Iteration 32Q: 3 clusters Score -1904252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1904286.750000 Penalty: 4805.280273
	Iteration 33Q: 3 clusters Score -1904287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1904341.000000 Penalty: 4805.280273
	Iteration 34Q: 3 clusters Score -1904341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1904398.750000 Penalty: 4805.280273
	Iteration 35Q: 3 clusters Score -1904399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1904455.625000 Penalty: 4805.280273
	Iteration 36Q: 3 clusters Score -1904456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1904482.625000 Penalty: 4805.280273
	Iteration 37Q: 3 clusters Score -1904483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1904492.375000 Penalty: 4805.280273
	Iteration 38Q: 3 clusters Score -1904492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1904507.500000 Penalty: 4805.280273
	Iteration 39Q: 3 clusters Score -1904508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1904536.375000 Penalty: 4805.280273
	Iteration 40F: 3 clusters Score -1904536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1904548.125000 Penalty: 4805.280273
	Iteration 41Q: 3 clusters Score -1904548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1904563.750000 Penalty: 4805.280273
	Iteration 42Q: 3 clusters Score -1904564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1904573.250000 Penalty: 4805.280273
	Iteration 43Q: 3 clusters Score -1904573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1904592.125000 Penalty: 4805.280273
	Iteration 44Q: 3 clusters Score -1904592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1904600.625000 Penalty: 4805.280273
	Iteration 45Q: 3 clusters Score -1904601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1904606.125000 Penalty: 4805.280273
	Iteration 46Q: 3 clusters Score -1904606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1904612.625000 Penalty: 4805.280273
	Iteration 47Q: 3 clusters Score -1904613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1904614.500000 Penalty: 4805.280273
	Iteration 48Q: 3 clusters Score -1904614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1904615.000000 Penalty: 4805.280273
	Iteration 49Q: 3 clusters Score -1904615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1904618.125000 Penalty: 4805.280273
	Iteration 50Q: 3 clusters Score -1904618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1904615.875000 Penalty: 4805.280273
	Iteration 51Q: 3 clusters Score -1904616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1904617.375000 Penalty: 4805.280273
	Iteration 52Q: 3 clusters Score -1904617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1904617.375000 Penalty: 4805.280273
	Iteration 53Q: 3 clusters Score -1904617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1904616.625000 Penalty: 4805.280273
	Iteration 54Q: 3 clusters Score -1904617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1904616.875000 Penalty: 4805.280273
	Iteration 55Q: 3 clusters Score -1904617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1904617.375000 Penalty: 4805.280273
	Iteration 56Q: 3 clusters Score -1904617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1904617.375000 Penalty: 4805.280273
	Iteration 57F: 3 clusters Score -1904617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -366187.875000 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -366187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -362919.906250 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -362919.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -363547.406250 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -363547.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363667.468750 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -363667.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -363745.375000 Penalty: 3975.766113
	Iteration 3Q: 3 clusters Score -363745.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -363795.562500 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -363795.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -363829.031250 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -363829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -363851.593750 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -363851.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -363869.468750 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -363869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -363881.593750 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -363881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -363892.343750 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -363892.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -363898.843750 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -363898.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -363906.843750 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -363906.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -363915.562500 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -363915.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -363928.312500 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -363928.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -363942.375000 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -363942.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -363955.375000 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -363955.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -363970.218750 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -363970.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -363979.875000 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -363979.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -363987.125000 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -363987.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -363998.281250 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -363998.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -364008.406250 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -364008.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -364017.312500 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -364017.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -364026.031250 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -364026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -364033.812500 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -364033.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -364044.718750 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -364044.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -364056.187500 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -364056.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -364071.031250 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -364071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -364087.062500 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -364087.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -364102.875000 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -364102.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -364120.062500 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -364120.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -364142.812500 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -364142.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -364178.718750 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -364178.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -364212.125000 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -364212.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -364247.718750 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -364247.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -364271.218750 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -364271.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -364287.468750 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -364287.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -364308.937500 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -364308.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -364324.562500 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -364324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -364334.781250 Penalty: 3975.766113
	Iteration 38Q: 3 clusters Score -364334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -364341.406250 Penalty: 3975.766113
	Iteration 39Q: 3 clusters Score -364341.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -364348.500000 Penalty: 3975.766113
	Iteration 40F: 3 clusters Score -364348.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -364353.656250 Penalty: 3975.766113
	Iteration 41Q: 3 clusters Score -364353.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -364357.593750 Penalty: 3975.766113
	Iteration 42Q: 3 clusters Score -364357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -364361.718750 Penalty: 3975.766113
	Iteration 43Q: 3 clusters Score -364361.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -364366.968750 Penalty: 3975.766113
	Iteration 44Q: 3 clusters Score -364367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -364370.187500 Penalty: 3975.766113
	Iteration 45Q: 3 clusters Score -364370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -364374.343750 Penalty: 3975.766113
	Iteration 46Q: 3 clusters Score -364374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -364376.375000 Penalty: 3975.766113
	Iteration 47Q: 3 clusters Score -364376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -364379.312500 Penalty: 3975.766113
	Iteration 48Q: 3 clusters Score -364379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -364382.468750 Penalty: 3975.766113
	Iteration 49Q: 3 clusters Score -364382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -364385.000000 Penalty: 3975.766113
	Iteration 50Q: 3 clusters Score -364385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -364385.312500 Penalty: 3975.766113
	Iteration 51Q: 3 clusters Score -364385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -364386.281250 Penalty: 3975.766113
	Iteration 52Q: 3 clusters Score -364386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -364387.375000 Penalty: 3975.766113
	Iteration 53Q: 3 clusters Score -364387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -364387.937500 Penalty: 3975.766113
	Iteration 54Q: 3 clusters Score -364387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -364387.937500 Penalty: 3975.766113
	Iteration 55F: 3 clusters Score -364387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -165794.703125 Penalty: 1823.723145
	Iteration 0F: 2 clusters Score -165794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -163486.750000 Penalty: 3647.446289
	Iteration 0F: 3 clusters Score -163486.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -164556.531250 Penalty: 3647.446289
	Iteration 1F: 3 clusters Score -164556.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -165895.796875 Penalty: 3647.446289
	Iteration 2F: 3 clusters Score -165895.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167219.562500 Penalty: 3647.446289
	Iteration 3F: 3 clusters Score -167219.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -167508.437500 Penalty: 3647.446289
	Iteration 4F: 3 clusters Score -167508.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167633.296875 Penalty: 3647.446289
	Iteration 5Q: 3 clusters Score -167633.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -167716.484375 Penalty: 3647.446289
	Iteration 6Q: 3 clusters Score -167716.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -167763.859375 Penalty: 3647.446289
	Iteration 7Q: 3 clusters Score -167763.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167783.093750 Penalty: 3647.446289
	Iteration 8Q: 3 clusters Score -167783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -167797.593750 Penalty: 3647.446289
	Iteration 9Q: 3 clusters Score -167797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -167811.906250 Penalty: 3647.446289
	Iteration 10Q: 3 clusters Score -167811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -167834.093750 Penalty: 3647.446289
	Iteration 11Q: 3 clusters Score -167834.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -167855.218750 Penalty: 3647.446289
	Iteration 12Q: 3 clusters Score -167855.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -167876.875000 Penalty: 3647.446289
	Iteration 13Q: 3 clusters Score -167876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -167886.687500 Penalty: 3647.446289
	Iteration 14Q: 3 clusters Score -167886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -167890.875000 Penalty: 3647.446289
	Iteration 15Q: 3 clusters Score -167890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -167890.875000 Penalty: 3647.446289
	Iteration 16F: 3 clusters Score -167890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 31679 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 16124 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 169645 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 7954 members 
Mstep: Class 16 contains 20786 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 165340 members 
Mstep: Class 19 contains 54445 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 167234 members 
Mstep: Class 22 contains 186252 members 
Mstep: Class 23 contains 31592 members 
Mstep: Class 24 contains 5223 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 13709 members 
Mstep: Class 30 contains 430 members 
Entering Unmasked Estep 
Score: -124193368.000000 Penalty: 103047.937500
Splitting cluster 9 changes total score from -124192832.000000 to -124193368.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -616062.687500 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -616062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -611455.375000 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -611455.4 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -612504.125000 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -612504.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -612725.437500 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -612725.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -612875.625000 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -612875.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -612985.750000 Penalty: 4233.474121
	Iteration 4Q: 3 clusters Score -612985.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -613090.500000 Penalty: 4233.474121
	Iteration 5Q: 3 clusters Score -613090.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -613196.250000 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -613196.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -613295.437500 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -613295.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -613380.937500 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -613380.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -613468.750000 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -613468.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -613536.062500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -613536.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -613595.125000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -613595.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -613653.562500 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -613653.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -613703.687500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -613703.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -613749.812500 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -613749.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -613793.500000 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -613793.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -613834.562500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -613834.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -613868.937500 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -613868.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -613887.500000 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -613887.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -613900.687500 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -613900.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -613911.125000 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -613911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -613919.812500 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -613919.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -613931.750000 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -613931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -613943.000000 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -613943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -613955.375000 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -613955.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -613965.000000 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -613965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -613970.000000 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -613970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -613975.187500 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -613975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -613979.750000 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -613979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -613982.937500 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -613982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -613985.312500 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -613985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -613989.875000 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -613989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -613990.750000 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -613990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -613992.437500 Penalty: 4233.474121
	Iteration 33Q: 3 clusters Score -613992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -613992.937500 Penalty: 4233.474121
	Iteration 34Q: 3 clusters Score -613992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -613993.687500 Penalty: 4233.474121
	Iteration 35Q: 3 clusters Score -613993.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -613995.812500 Penalty: 4233.474121
	Iteration 36Q: 3 clusters Score -613995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -613995.312500 Penalty: 4233.474121
	Iteration 37Q: 3 clusters Score -613995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -613997.375000 Penalty: 4233.474121
	Iteration 38Q: 3 clusters Score -613997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -613999.062500 Penalty: 4233.474121
	Iteration 39Q: 3 clusters Score -613999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -614001.187500 Penalty: 4233.474121
	Iteration 40F: 3 clusters Score -614001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -614003.062500 Penalty: 4233.474121
	Iteration 41Q: 3 clusters Score -614003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -614002.625000 Penalty: 4233.474121
	Iteration 42Q: 3 clusters Score -614002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -614003.000000 Penalty: 4233.474121
	Iteration 43Q: 3 clusters Score -614003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -614004.562500 Penalty: 4233.474121
	Iteration 44Q: 3 clusters Score -614004.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -614006.250000 Penalty: 4233.474121
	Iteration 45Q: 3 clusters Score -614006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -614006.875000 Penalty: 4233.474121
	Iteration 46Q: 3 clusters Score -614006.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -614009.062500 Penalty: 4233.474121
	Iteration 47Q: 3 clusters Score -614009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -614010.187500 Penalty: 4233.474121
	Iteration 48Q: 3 clusters Score -614010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -614012.125000 Penalty: 4233.474121
	Iteration 49Q: 3 clusters Score -614012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -614012.187500 Penalty: 4233.474121
	Iteration 50Q: 3 clusters Score -614012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -614013.187500 Penalty: 4233.474121
	Iteration 51Q: 3 clusters Score -614013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -614013.500000 Penalty: 4233.474121
	Iteration 52Q: 3 clusters Score -614013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -614013.500000 Penalty: 4233.474121
	Iteration 53F: 3 clusters Score -614013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -687461.687500 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -687461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -682502.000000 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -682502 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -683736.750000 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -683736.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -684022.250000 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -684022.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -684268.375000 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -684268.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -684424.500000 Penalty: 4289.082520
	Iteration 4Q: 3 clusters Score -684424.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -684546.937500 Penalty: 4289.082520
	Iteration 5Q: 3 clusters Score -684546.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -684656.500000 Penalty: 4289.082520
	Iteration 6Q: 3 clusters Score -684656.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -684741.562500 Penalty: 4289.082520
	Iteration 7Q: 3 clusters Score -684741.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -684835.750000 Penalty: 4289.082520
	Iteration 8Q: 3 clusters Score -684835.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -684950.937500 Penalty: 4289.082520
	Iteration 9Q: 3 clusters Score -684950.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -685085.250000 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -685085.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -685261.375000 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -685261.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -685493.500000 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -685493.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -685751.437500 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -685751.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -686020.000000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -686020 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -686245.375000 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -686245.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -686435.250000 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -686435.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -686573.750000 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -686573.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -686650.750000 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -686650.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -686699.625000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -686699.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -686736.000000 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -686736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -686751.937500 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -686751.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -686763.937500 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -686763.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -686770.062500 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -686770.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -686774.750000 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -686774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -686775.312500 Penalty: 4289.082520
	Iteration 25Q: 3 clusters Score -686775.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -686777.687500 Penalty: 4289.082520
	Iteration 26Q: 3 clusters Score -686777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -686779.187500 Penalty: 4289.082520
	Iteration 27Q: 3 clusters Score -686779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -686778.562500 Penalty: 4289.082520
	Iteration 28Q: 3 clusters Score -686778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -686778.562500 Penalty: 4289.082520
	Iteration 29F: 3 clusters Score -686778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Entering Unmasked Estep 
Score: -1914807.500000 Penalty: 2395.081543
	Iteration 0F: 2 clusters Score -1914808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1903589.375000 Penalty: 4790.163086
	Iteration 0F: 3 clusters Score -1903589 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1907237.875000 Penalty: 4790.163086
	Iteration 1F: 3 clusters Score -1907238 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1907563.375000 Penalty: 4790.163086
	Iteration 2F: 3 clusters Score -1907563 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1907806.250000 Penalty: 4790.163086
	Iteration 3Q: 3 clusters Score -1907806 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1908041.875000 Penalty: 4790.163086
	Iteration 4Q: 3 clusters Score -1908042 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1908287.375000 Penalty: 4790.163086
	Iteration 5Q: 3 clusters Score -1908287 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1908525.750000 Penalty: 4790.163086
	Iteration 6Q: 3 clusters Score -1908526 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1908830.625000 Penalty: 4790.163086
	Iteration 7Q: 3 clusters Score -1908831 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1909181.875000 Penalty: 4790.163086
	Iteration 8Q: 3 clusters Score -1909182 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1909637.250000 Penalty: 4790.163086
	Iteration 9Q: 3 clusters Score -1909637 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1910201.875000 Penalty: 4790.163086
	Iteration 10F: 3 clusters Score -1910202 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1910839.500000 Penalty: 4790.163086
	Iteration 11F: 3 clusters Score -1910840 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1911442.750000 Penalty: 4790.163086
	Iteration 12Q: 3 clusters Score -1911443 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1911918.500000 Penalty: 4790.163086
	Iteration 13Q: 3 clusters Score -1911918 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1912239.625000 Penalty: 4790.163086
	Iteration 14Q: 3 clusters Score -1912240 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1912495.500000 Penalty: 4790.163086
	Iteration 15Q: 3 clusters Score -1912496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1912653.875000 Penalty: 4790.163086
	Iteration 16Q: 3 clusters Score -1912654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1912754.250000 Penalty: 4790.163086
	Iteration 17Q: 3 clusters Score -1912754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1912808.250000 Penalty: 4790.163086
	Iteration 18Q: 3 clusters Score -1912808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1912842.875000 Penalty: 4790.163086
	Iteration 19Q: 3 clusters Score -1912843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1912872.250000 Penalty: 4790.163086
	Iteration 20F: 3 clusters Score -1912872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1912892.250000 Penalty: 4790.163086
	Iteration 21Q: 3 clusters Score -1912892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1912905.750000 Penalty: 4790.163086
	Iteration 22Q: 3 clusters Score -1912906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1912923.500000 Penalty: 4790.163086
	Iteration 23Q: 3 clusters Score -1912924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1912937.500000 Penalty: 4790.163086
	Iteration 24Q: 3 clusters Score -1912938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1912945.750000 Penalty: 4790.163086
	Iteration 25Q: 3 clusters Score -1912946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1912954.000000 Penalty: 4790.163086
	Iteration 26Q: 3 clusters Score -1912954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1912963.500000 Penalty: 4790.163086
	Iteration 27Q: 3 clusters Score -1912964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1912965.125000 Penalty: 4790.163086
	Iteration 28Q: 3 clusters Score -1912965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1912969.125000 Penalty: 4790.163086
	Iteration 29Q: 3 clusters Score -1912969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1912969.125000 Penalty: 4790.163086
	Iteration 30Q: 3 clusters Score -1912969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1912971.125000 Penalty: 4790.163086
	Iteration 31Q: 3 clusters Score -1912971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1912974.000000 Penalty: 4790.163086
	Iteration 32Q: 3 clusters Score -1912974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1912974.000000 Penalty: 4790.163086
	Iteration 33F: 3 clusters Score -1912974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Entering Unmasked Estep 
Score: -20666334.000000 Penalty: 2986.282715
	Iteration 0F: 2 clusters Score -2.066633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -20553882.000000 Penalty: 5972.565430
	Iteration 0F: 3 clusters Score -2.055388e+07 nChanged 81745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -20602360.000000 Penalty: 5972.565430
	Iteration 1F: 3 clusters Score -2.060236e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -20604304.000000 Penalty: 5972.565430
	Iteration 2Q: 3 clusters Score -2.06043e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -20606970.000000 Penalty: 5972.565430
	Iteration 3Q: 3 clusters Score -2.060697e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -20610426.000000 Penalty: 5972.565430
	Iteration 4Q: 3 clusters Score -2.061043e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -20614910.000000 Penalty: 5972.565430
	Iteration 5F: 3 clusters Score -2.061491e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -20620034.000000 Penalty: 5972.565430
	Iteration 6F: 3 clusters Score -2.062003e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 113669 members 
Entering Unmasked Estep 
Score: -20625788.000000 Penalty: 5972.565430
	Iteration 7F: 3 clusters Score -2.062579e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 122264 members 
Entering Unmasked Estep 
Score: -20631626.000000 Penalty: 5972.565430
	Iteration 8F: 3 clusters Score -2.063163e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 131045 members 
Entering Unmasked Estep 
Score: -20637818.000000 Penalty: 5972.565430
	Iteration 9F: 3 clusters Score -2.063782e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 139687 members 
Entering Unmasked Estep 
Score: -20643916.000000 Penalty: 5972.565430
	Iteration 10F: 3 clusters Score -2.064392e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -20649968.000000 Penalty: 5972.565430
	Iteration 11Q: 3 clusters Score -2.064997e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 154963 members 
Entering Unmasked Estep 
Score: -20654570.000000 Penalty: 5972.565430
	Iteration 12Q: 3 clusters Score -2.065457e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 160286 members 
Entering Unmasked Estep 
Score: -20658340.000000 Penalty: 5972.565430
	Iteration 13Q: 3 clusters Score -2.065834e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 163893 members 
Entering Unmasked Estep 
Score: -20660836.000000 Penalty: 5972.565430
	Iteration 14Q: 3 clusters Score -2.066084e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -20662284.000000 Penalty: 5972.565430
	Iteration 15Q: 3 clusters Score -2.066228e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 167179 members 
Entering Unmasked Estep 
Score: -20663256.000000 Penalty: 5972.565430
	Iteration 16Q: 3 clusters Score -2.066326e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -20663872.000000 Penalty: 5972.565430
	Iteration 17Q: 3 clusters Score -2.066387e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -20664298.000000 Penalty: 5972.565430
	Iteration 18Q: 3 clusters Score -2.06643e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -20664690.000000 Penalty: 5972.565430
	Iteration 19Q: 3 clusters Score -2.066469e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 168184 members 
Entering Unmasked Estep 
Score: -20664946.000000 Penalty: 5972.565430
	Iteration 20F: 3 clusters Score -2.066495e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -20665230.000000 Penalty: 5972.565430
	Iteration 21Q: 3 clusters Score -2.066523e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -20665380.000000 Penalty: 5972.565430
	Iteration 22Q: 3 clusters Score -2.066538e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -20665522.000000 Penalty: 5972.565430
	Iteration 23Q: 3 clusters Score -2.066552e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 168116 members 
Entering Unmasked Estep 
Score: -20665594.000000 Penalty: 5972.565430
	Iteration 24Q: 3 clusters Score -2.066559e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -20665634.000000 Penalty: 5972.565430
	Iteration 25Q: 3 clusters Score -2.066563e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 168062 members 
Entering Unmasked Estep 
Score: -20665700.000000 Penalty: 5972.565430
	Iteration 26Q: 3 clusters Score -2.06657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -20665720.000000 Penalty: 5972.565430
	Iteration 27Q: 3 clusters Score -2.066572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -20665714.000000 Penalty: 5972.565430
	Iteration 28Q: 3 clusters Score -2.066571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 168041 members 
Entering Unmasked Estep 
Score: -20665740.000000 Penalty: 5972.565430
	Iteration 29Q: 3 clusters Score -2.066574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 168043 members 
Entering Unmasked Estep 
Score: -20665752.000000 Penalty: 5972.565430
	Iteration 30Q: 3 clusters Score -2.066575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 168048 members 
Entering Unmasked Estep 
Score: -20665750.000000 Penalty: 5972.565430
	Iteration 31Q: 3 clusters Score -2.066575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -20665746.000000 Penalty: 5972.565430
	Iteration 32Q: 3 clusters Score -2.066575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -20665750.000000 Penalty: 5972.565430
	Iteration 33Q: 3 clusters Score -2.066575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -20665764.000000 Penalty: 5972.565430
	Iteration 34Q: 3 clusters Score -2.066576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -20665750.000000 Penalty: 5972.565430
	Iteration 35Q: 3 clusters Score -2.066575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -20665746.000000 Penalty: 5972.565430
	Iteration 36Q: 3 clusters Score -2.066575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -20665742.000000 Penalty: 5972.565430
	Iteration 37Q: 3 clusters Score -2.066574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -20665752.000000 Penalty: 5972.565430
	Iteration 38Q: 3 clusters Score -2.066575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -20665752.000000 Penalty: 5972.565430
	Iteration 39F: 3 clusters Score -2.066575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -961499.000000 Penalty: 2230.493164
	Iteration 0F: 2 clusters Score -961499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -955035.500000 Penalty: 4460.986328
	Iteration 0F: 3 clusters Score -955035.5 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -956842.625000 Penalty: 4460.986328
	Iteration 1F: 3 clusters Score -956842.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -957092.937500 Penalty: 4460.986328
	Iteration 2F: 3 clusters Score -957092.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -957255.875000 Penalty: 4460.986328
	Iteration 3Q: 3 clusters Score -957255.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -957379.625000 Penalty: 4460.986328
	Iteration 4Q: 3 clusters Score -957379.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -957473.187500 Penalty: 4460.986328
	Iteration 5Q: 3 clusters Score -957473.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -957555.312500 Penalty: 4460.986328
	Iteration 6Q: 3 clusters Score -957555.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -957623.312500 Penalty: 4460.986328
	Iteration 7Q: 3 clusters Score -957623.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -957689.562500 Penalty: 4460.986328
	Iteration 8Q: 3 clusters Score -957689.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -957755.750000 Penalty: 4460.986328
	Iteration 9Q: 3 clusters Score -957755.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -957824.625000 Penalty: 4460.986328
	Iteration 10Q: 3 clusters Score -957824.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -957890.500000 Penalty: 4460.986328
	Iteration 11Q: 3 clusters Score -957890.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -957960.625000 Penalty: 4460.986328
	Iteration 12Q: 3 clusters Score -957960.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -958058.187500 Penalty: 4460.986328
	Iteration 13Q: 3 clusters Score -958058.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -958160.812500 Penalty: 4460.986328
	Iteration 14Q: 3 clusters Score -958160.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -958281.625000 Penalty: 4460.986328
	Iteration 15Q: 3 clusters Score -958281.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -958423.562500 Penalty: 4460.986328
	Iteration 16Q: 3 clusters Score -958423.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -958572.000000 Penalty: 4460.986328
	Iteration 17Q: 3 clusters Score -958572 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -958714.500000 Penalty: 4460.986328
	Iteration 18Q: 3 clusters Score -958714.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -958831.812500 Penalty: 4460.986328
	Iteration 19Q: 3 clusters Score -958831.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -958943.500000 Penalty: 4460.986328
	Iteration 20F: 3 clusters Score -958943.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -959026.562500 Penalty: 4460.986328
	Iteration 21Q: 3 clusters Score -959026.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -959086.812500 Penalty: 4460.986328
	Iteration 22Q: 3 clusters Score -959086.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -959117.437500 Penalty: 4460.986328
	Iteration 23Q: 3 clusters Score -959117.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -959146.375000 Penalty: 4460.986328
	Iteration 24Q: 3 clusters Score -959146.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -959174.250000 Penalty: 4460.986328
	Iteration 25Q: 3 clusters Score -959174.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -959199.812500 Penalty: 4460.986328
	Iteration 26Q: 3 clusters Score -959199.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -959223.687500 Penalty: 4460.986328
	Iteration 27Q: 3 clusters Score -959223.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -959236.875000 Penalty: 4460.986328
	Iteration 28Q: 3 clusters Score -959236.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -959248.562500 Penalty: 4460.986328
	Iteration 29Q: 3 clusters Score -959248.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -959254.125000 Penalty: 4460.986328
	Iteration 30Q: 3 clusters Score -959254.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -959263.625000 Penalty: 4460.986328
	Iteration 31Q: 3 clusters Score -959263.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -959274.875000 Penalty: 4460.986328
	Iteration 32Q: 3 clusters Score -959274.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -959285.187500 Penalty: 4460.986328
	Iteration 33Q: 3 clusters Score -959285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -959287.375000 Penalty: 4460.986328
	Iteration 34Q: 3 clusters Score -959287.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -959291.687500 Penalty: 4460.986328
	Iteration 35Q: 3 clusters Score -959291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -959294.062500 Penalty: 4460.986328
	Iteration 36Q: 3 clusters Score -959294.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -959298.875000 Penalty: 4460.986328
	Iteration 37Q: 3 clusters Score -959298.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -959302.187500 Penalty: 4460.986328
	Iteration 38Q: 3 clusters Score -959302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -959306.250000 Penalty: 4460.986328
	Iteration 39Q: 3 clusters Score -959306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -959311.000000 Penalty: 4460.986328
	Iteration 40F: 3 clusters Score -959311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -959313.812500 Penalty: 4460.986328
	Iteration 41Q: 3 clusters Score -959313.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -959317.375000 Penalty: 4460.986328
	Iteration 42Q: 3 clusters Score -959317.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -959319.562500 Penalty: 4460.986328
	Iteration 43Q: 3 clusters Score -959319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -959325.250000 Penalty: 4460.986328
	Iteration 44Q: 3 clusters Score -959325.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -959326.750000 Penalty: 4460.986328
	Iteration 45Q: 3 clusters Score -959326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -959328.312500 Penalty: 4460.986328
	Iteration 46Q: 3 clusters Score -959328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -959329.125000 Penalty: 4460.986328
	Iteration 47Q: 3 clusters Score -959329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -959330.437500 Penalty: 4460.986328
	Iteration 48Q: 3 clusters Score -959330.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -959332.812500 Penalty: 4460.986328
	Iteration 49Q: 3 clusters Score -959332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -959335.062500 Penalty: 4460.986328
	Iteration 50Q: 3 clusters Score -959335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -959337.812500 Penalty: 4460.986328
	Iteration 51Q: 3 clusters Score -959337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -959342.875000 Penalty: 4460.986328
	Iteration 52Q: 3 clusters Score -959342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -959352.937500 Penalty: 4460.986328
	Iteration 53Q: 3 clusters Score -959352.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -959363.125000 Penalty: 4460.986328
	Iteration 54Q: 3 clusters Score -959363.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -959368.562500 Penalty: 4460.986328
	Iteration 55Q: 3 clusters Score -959368.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -959373.062500 Penalty: 4460.986328
	Iteration 56Q: 3 clusters Score -959373.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -959380.937500 Penalty: 4460.986328
	Iteration 57Q: 3 clusters Score -959380.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -959383.375000 Penalty: 4460.986328
	Iteration 58Q: 3 clusters Score -959383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -959389.437500 Penalty: 4460.986328
	Iteration 59Q: 3 clusters Score -959389.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -959398.625000 Penalty: 4460.986328
	Iteration 60F: 3 clusters Score -959398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -959403.875000 Penalty: 4460.986328
	Iteration 61Q: 3 clusters Score -959403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -959409.687500 Penalty: 4460.986328
	Iteration 62Q: 3 clusters Score -959409.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -959416.312500 Penalty: 4460.986328
	Iteration 63Q: 3 clusters Score -959416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -959417.437500 Penalty: 4460.986328
	Iteration 64Q: 3 clusters Score -959417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -959417.687500 Penalty: 4460.986328
	Iteration 65Q: 3 clusters Score -959417.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -959420.187500 Penalty: 4460.986328
	Iteration 66Q: 3 clusters Score -959420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -959422.562500 Penalty: 4460.986328
	Iteration 67Q: 3 clusters Score -959422.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -959428.687500 Penalty: 4460.986328
	Iteration 68Q: 3 clusters Score -959428.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -959429.187500 Penalty: 4460.986328
	Iteration 69Q: 3 clusters Score -959429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -959433.062500 Penalty: 4460.986328
	Iteration 70Q: 3 clusters Score -959433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -959431.625000 Penalty: 4460.986328
	Iteration 71Q: 3 clusters Score -959431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -959435.062500 Penalty: 4460.986328
	Iteration 72Q: 3 clusters Score -959435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -959434.187500 Penalty: 4460.986328
	Iteration 73Q: 3 clusters Score -959434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -959436.937500 Penalty: 4460.986328
	Iteration 74Q: 3 clusters Score -959436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -959436.687500 Penalty: 4460.986328
	Iteration 75Q: 3 clusters Score -959436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -959439.875000 Penalty: 4460.986328
	Iteration 76Q: 3 clusters Score -959439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -959439.062500 Penalty: 4460.986328
	Iteration 77Q: 3 clusters Score -959439.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -959439.062500 Penalty: 4460.986328
	Iteration 78F: 3 clusters Score -959439.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -924153.000000 Penalty: 2227.394531
	Iteration 0F: 2 clusters Score -924153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -917819.625000 Penalty: 4454.789062
	Iteration 0F: 3 clusters Score -917819.6 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -919720.875000 Penalty: 4454.789062
	Iteration 1F: 3 clusters Score -919720.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -920235.187500 Penalty: 4454.789062
	Iteration 2F: 3 clusters Score -920235.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -920738.750000 Penalty: 4454.789062
	Iteration 3F: 3 clusters Score -920738.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -921406.375000 Penalty: 4454.789062
	Iteration 4F: 3 clusters Score -921406.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -922081.875000 Penalty: 4454.789062
	Iteration 5F: 3 clusters Score -922081.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -922544.312500 Penalty: 4454.789062
	Iteration 6F: 3 clusters Score -922544.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -922890.312500 Penalty: 4454.789062
	Iteration 7F: 3 clusters Score -922890.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -923126.312500 Penalty: 4454.789062
	Iteration 8Q: 3 clusters Score -923126.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -923311.562500 Penalty: 4454.789062
	Iteration 9Q: 3 clusters Score -923311.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -923458.437500 Penalty: 4454.789062
	Iteration 10Q: 3 clusters Score -923458.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -923552.562500 Penalty: 4454.789062
	Iteration 11Q: 3 clusters Score -923552.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -923625.062500 Penalty: 4454.789062
	Iteration 12Q: 3 clusters Score -923625.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -923687.875000 Penalty: 4454.789062
	Iteration 13Q: 3 clusters Score -923687.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -923729.062500 Penalty: 4454.789062
	Iteration 14Q: 3 clusters Score -923729.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -923763.187500 Penalty: 4454.789062
	Iteration 15Q: 3 clusters Score -923763.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -923793.562500 Penalty: 4454.789062
	Iteration 16Q: 3 clusters Score -923793.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -923815.625000 Penalty: 4454.789062
	Iteration 17Q: 3 clusters Score -923815.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -923828.000000 Penalty: 4454.789062
	Iteration 18Q: 3 clusters Score -923828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -923837.937500 Penalty: 4454.789062
	Iteration 19Q: 3 clusters Score -923837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -923841.937500 Penalty: 4454.789062
	Iteration 20F: 3 clusters Score -923841.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -923847.812500 Penalty: 4454.789062
	Iteration 21Q: 3 clusters Score -923847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -923851.812500 Penalty: 4454.789062
	Iteration 22Q: 3 clusters Score -923851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -923856.437500 Penalty: 4454.789062
	Iteration 23Q: 3 clusters Score -923856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -923858.375000 Penalty: 4454.789062
	Iteration 24Q: 3 clusters Score -923858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -923858.562500 Penalty: 4454.789062
	Iteration 25Q: 3 clusters Score -923858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -923858.687500 Penalty: 4454.789062
	Iteration 26Q: 3 clusters Score -923858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -923861.375000 Penalty: 4454.789062
	Iteration 27Q: 3 clusters Score -923861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -923863.625000 Penalty: 4454.789062
	Iteration 28Q: 3 clusters Score -923863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -923866.062500 Penalty: 4454.789062
	Iteration 29Q: 3 clusters Score -923866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -923869.937500 Penalty: 4454.789062
	Iteration 30Q: 3 clusters Score -923869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -923868.312500 Penalty: 4454.789062
	Iteration 31Q: 3 clusters Score -923868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -923868.312500 Penalty: 4454.789062
	Iteration 32F: 3 clusters Score -923868.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Entering Unmasked Estep 
Score: -2538386.500000 Penalty: 2465.624512
	Iteration 0F: 2 clusters Score -2538386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2523969.250000 Penalty: 4931.249023
	Iteration 0F: 3 clusters Score -2523969 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2528915.750000 Penalty: 4931.249023
	Iteration 1F: 3 clusters Score -2528916 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2529675.250000 Penalty: 4931.249023
	Iteration 2F: 3 clusters Score -2529675 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2530791.750000 Penalty: 4931.249023
	Iteration 3F: 3 clusters Score -2530792 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2532130.750000 Penalty: 4931.249023
	Iteration 4F: 3 clusters Score -2532131 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2533378.500000 Penalty: 4931.249023
	Iteration 5F: 3 clusters Score -2533378 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2534285.750000 Penalty: 4931.249023
	Iteration 6F: 3 clusters Score -2534286 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2534892.750000 Penalty: 4931.249023
	Iteration 7Q: 3 clusters Score -2534893 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2535332.500000 Penalty: 4931.249023
	Iteration 8Q: 3 clusters Score -2535332 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2535636.000000 Penalty: 4931.249023
	Iteration 9Q: 3 clusters Score -2535636 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2535846.250000 Penalty: 4931.249023
	Iteration 10Q: 3 clusters Score -2535846 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2536032.250000 Penalty: 4931.249023
	Iteration 11Q: 3 clusters Score -2536032 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2536176.750000 Penalty: 4931.249023
	Iteration 12Q: 3 clusters Score -2536177 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2536307.500000 Penalty: 4931.249023
	Iteration 13Q: 3 clusters Score -2536308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2536412.000000 Penalty: 4931.249023
	Iteration 14Q: 3 clusters Score -2536412 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2536482.000000 Penalty: 4931.249023
	Iteration 15Q: 3 clusters Score -2536482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2536555.000000 Penalty: 4931.249023
	Iteration 16Q: 3 clusters Score -2536555 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2536608.750000 Penalty: 4931.249023
	Iteration 17Q: 3 clusters Score -2536609 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2536647.000000 Penalty: 4931.249023
	Iteration 18Q: 3 clusters Score -2536647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2536679.250000 Penalty: 4931.249023
	Iteration 19Q: 3 clusters Score -2536679 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2536722.750000 Penalty: 4931.249023
	Iteration 20F: 3 clusters Score -2536723 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2536741.000000 Penalty: 4931.249023
	Iteration 21Q: 3 clusters Score -2536741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2536763.750000 Penalty: 4931.249023
	Iteration 22Q: 3 clusters Score -2536764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2536770.500000 Penalty: 4931.249023
	Iteration 23Q: 3 clusters Score -2536770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2536778.750000 Penalty: 4931.249023
	Iteration 24Q: 3 clusters Score -2536779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2536800.750000 Penalty: 4931.249023
	Iteration 25Q: 3 clusters Score -2536801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2536807.500000 Penalty: 4931.249023
	Iteration 26Q: 3 clusters Score -2536808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2536820.750000 Penalty: 4931.249023
	Iteration 27Q: 3 clusters Score -2536821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2536831.250000 Penalty: 4931.249023
	Iteration 28Q: 3 clusters Score -2536831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2536833.250000 Penalty: 4931.249023
	Iteration 29Q: 3 clusters Score -2536833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2536839.500000 Penalty: 4931.249023
	Iteration 30Q: 3 clusters Score -2536840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2536846.250000 Penalty: 4931.249023
	Iteration 31Q: 3 clusters Score -2536846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2536846.250000 Penalty: 4931.249023
	Iteration 32Q: 3 clusters Score -2536846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2536855.000000 Penalty: 4931.249023
	Iteration 33Q: 3 clusters Score -2536855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2536852.250000 Penalty: 4931.249023
	Iteration 34Q: 3 clusters Score -2536852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2536856.500000 Penalty: 4931.249023
	Iteration 35Q: 3 clusters Score -2536856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2536858.000000 Penalty: 4931.249023
	Iteration 36Q: 3 clusters Score -2536858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2536856.000000 Penalty: 4931.249023
	Iteration 37Q: 3 clusters Score -2536856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2536852.000000 Penalty: 4931.249023
	Iteration 38Q: 3 clusters Score -2536852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2536858.000000 Penalty: 4931.249023
	Iteration 39Q: 3 clusters Score -2536858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2536857.250000 Penalty: 4931.249023
	Iteration 40F: 3 clusters Score -2536857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2536860.750000 Penalty: 4931.249023
	Iteration 41Q: 3 clusters Score -2536861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2536858.000000 Penalty: 4931.249023
	Iteration 42Q: 3 clusters Score -2536858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2536867.500000 Penalty: 4931.249023
	Iteration 43Q: 3 clusters Score -2536868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2536868.000000 Penalty: 4931.249023
	Iteration 44Q: 3 clusters Score -2536868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2536873.500000 Penalty: 4931.249023
	Iteration 45Q: 3 clusters Score -2536874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2536874.500000 Penalty: 4931.249023
	Iteration 46Q: 3 clusters Score -2536874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2536875.250000 Penalty: 4931.249023
	Iteration 47Q: 3 clusters Score -2536875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2536879.500000 Penalty: 4931.249023
	Iteration 48Q: 3 clusters Score -2536880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2536885.000000 Penalty: 4931.249023
	Iteration 49Q: 3 clusters Score -2536885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2536883.000000 Penalty: 4931.249023
	Iteration 50Q: 3 clusters Score -2536883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2536881.500000 Penalty: 4931.249023
	Iteration 51Q: 3 clusters Score -2536882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2536883.250000 Penalty: 4931.249023
	Iteration 52Q: 3 clusters Score -2536883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2536884.250000 Penalty: 4931.249023
	Iteration 53Q: 3 clusters Score -2536884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2536885.500000 Penalty: 4931.249023
	Iteration 54Q: 3 clusters Score -2536886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2536887.750000 Penalty: 4931.249023
	Iteration 55Q: 3 clusters Score -2536888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2536887.000000 Penalty: 4931.249023
	Iteration 56Q: 3 clusters Score -2536887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2536887.000000 Penalty: 4931.249023
	Iteration 57F: 3 clusters Score -2536887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -534724.062500 Penalty: 2094.799072
	Iteration 0F: 2 clusters Score -534724.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -530383.812500 Penalty: 4189.598145
	Iteration 0F: 3 clusters Score -530383.8 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -531550.812500 Penalty: 4189.598145
	Iteration 1F: 3 clusters Score -531550.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -531972.937500 Penalty: 4189.598145
	Iteration 2F: 3 clusters Score -531972.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -532291.187500 Penalty: 4189.598145
	Iteration 3F: 3 clusters Score -532291.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -532569.937500 Penalty: 4189.598145
	Iteration 4F: 3 clusters Score -532569.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -532789.187500 Penalty: 4189.598145
	Iteration 5F: 3 clusters Score -532789.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -532953.000000 Penalty: 4189.598145
	Iteration 6Q: 3 clusters Score -532953 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -533104.250000 Penalty: 4189.598145
	Iteration 7Q: 3 clusters Score -533104.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -533200.062500 Penalty: 4189.598145
	Iteration 8Q: 3 clusters Score -533200.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -533262.937500 Penalty: 4189.598145
	Iteration 9Q: 3 clusters Score -533262.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -533312.125000 Penalty: 4189.598145
	Iteration 10Q: 3 clusters Score -533312.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -533348.125000 Penalty: 4189.598145
	Iteration 11Q: 3 clusters Score -533348.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -533379.062500 Penalty: 4189.598145
	Iteration 12Q: 3 clusters Score -533379.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -533404.000000 Penalty: 4189.598145
	Iteration 13Q: 3 clusters Score -533404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -533425.250000 Penalty: 4189.598145
	Iteration 14Q: 3 clusters Score -533425.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -533442.375000 Penalty: 4189.598145
	Iteration 15Q: 3 clusters Score -533442.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -533457.062500 Penalty: 4189.598145
	Iteration 16Q: 3 clusters Score -533457.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -533470.000000 Penalty: 4189.598145
	Iteration 17Q: 3 clusters Score -533470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -533483.687500 Penalty: 4189.598145
	Iteration 18Q: 3 clusters Score -533483.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -533494.125000 Penalty: 4189.598145
	Iteration 19Q: 3 clusters Score -533494.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -533503.625000 Penalty: 4189.598145
	Iteration 20F: 3 clusters Score -533503.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -533513.437500 Penalty: 4189.598145
	Iteration 21Q: 3 clusters Score -533513.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -533517.687500 Penalty: 4189.598145
	Iteration 22Q: 3 clusters Score -533517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -533520.625000 Penalty: 4189.598145
	Iteration 23Q: 3 clusters Score -533520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -533520.312500 Penalty: 4189.598145
	Iteration 24Q: 3 clusters Score -533520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -533521.375000 Penalty: 4189.598145
	Iteration 25Q: 3 clusters Score -533521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -533522.562500 Penalty: 4189.598145
	Iteration 26Q: 3 clusters Score -533522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -533525.000000 Penalty: 4189.598145
	Iteration 27Q: 3 clusters Score -533525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -533524.500000 Penalty: 4189.598145
	Iteration 28Q: 3 clusters Score -533524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -533525.812500 Penalty: 4189.598145
	Iteration 29Q: 3 clusters Score -533525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -533525.812500 Penalty: 4189.598145
	Iteration 30F: 3 clusters Score -533525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (165340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165340 members 
Entering Unmasked Estep 
Score: -20054240.000000 Penalty: 2979.908447
	Iteration 0F: 2 clusters Score -2.005424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -19944414.000000 Penalty: 5959.816895
	Iteration 0F: 3 clusters Score -1.994441e+07 nChanged 79268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -19990620.000000 Penalty: 5959.816895
	Iteration 1F: 3 clusters Score -1.999062e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -19991960.000000 Penalty: 5959.816895
	Iteration 2Q: 3 clusters Score -1.999196e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -19993608.000000 Penalty: 5959.816895
	Iteration 3Q: 3 clusters Score -1.999361e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -19995514.000000 Penalty: 5959.816895
	Iteration 4Q: 3 clusters Score -1.999551e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
Score: -19998044.000000 Penalty: 5959.816895
	Iteration 5Q: 3 clusters Score -1.999804e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -20000996.000000 Penalty: 5959.816895
	Iteration 6Q: 3 clusters Score -2.0001e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -20005058.000000 Penalty: 5959.816895
	Iteration 7Q: 3 clusters Score -2.000506e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -20010732.000000 Penalty: 5959.816895
	Iteration 8F: 3 clusters Score -2.001073e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -20017470.000000 Penalty: 5959.816895
	Iteration 9F: 3 clusters Score -2.001747e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -20022422.000000 Penalty: 5959.816895
	Iteration 10F: 3 clusters Score -2.002242e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -20024788.000000 Penalty: 5959.816895
	Iteration 11Q: 3 clusters Score -2.002479e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -20025714.000000 Penalty: 5959.816895
	Iteration 12Q: 3 clusters Score -2.002571e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -20026048.000000 Penalty: 5959.816895
	Iteration 13Q: 3 clusters Score -2.002605e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -20026174.000000 Penalty: 5959.816895
	Iteration 14Q: 3 clusters Score -2.002617e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -20026270.000000 Penalty: 5959.816895
	Iteration 15Q: 3 clusters Score -2.002627e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -20026460.000000 Penalty: 5959.816895
	Iteration 16Q: 3 clusters Score -2.002646e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -20026686.000000 Penalty: 5959.816895
	Iteration 17Q: 3 clusters Score -2.002669e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -20026718.000000 Penalty: 5959.816895
	Iteration 18Q: 3 clusters Score -2.002672e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -20026874.000000 Penalty: 5959.816895
	Iteration 19Q: 3 clusters Score -2.002687e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -20027042.000000 Penalty: 5959.816895
	Iteration 20F: 3 clusters Score -2.002704e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -20027250.000000 Penalty: 5959.816895
	Iteration 21Q: 3 clusters Score -2.002725e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -20027548.000000 Penalty: 5959.816895
	Iteration 22Q: 3 clusters Score -2.002755e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -20027814.000000 Penalty: 5959.816895
	Iteration 23Q: 3 clusters Score -2.002781e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -20027998.000000 Penalty: 5959.816895
	Iteration 24Q: 3 clusters Score -2.0028e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -20028282.000000 Penalty: 5959.816895
	Iteration 25Q: 3 clusters Score -2.002828e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 94714 members 
Entering Unmasked Estep 
Score: -20028480.000000 Penalty: 5959.816895
	Iteration 26Q: 3 clusters Score -2.002848e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 95900 members 
Entering Unmasked Estep 
Score: -20028808.000000 Penalty: 5959.816895
	Iteration 27Q: 3 clusters Score -2.002881e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -20029066.000000 Penalty: 5959.816895
	Iteration 28Q: 3 clusters Score -2.002907e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -20029318.000000 Penalty: 5959.816895
	Iteration 29Q: 3 clusters Score -2.002932e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -20029680.000000 Penalty: 5959.816895
	Iteration 30Q: 3 clusters Score -2.002968e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -20029954.000000 Penalty: 5959.816895
	Iteration 31Q: 3 clusters Score -2.002995e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -20030222.000000 Penalty: 5959.816895
	Iteration 32Q: 3 clusters Score -2.003022e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -20030550.000000 Penalty: 5959.816895
	Iteration 33Q: 3 clusters Score -2.003055e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -20030854.000000 Penalty: 5959.816895
	Iteration 34Q: 3 clusters Score -2.003085e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 108197 members 
Entering Unmasked Estep 
Score: -20031300.000000 Penalty: 5959.816895
	Iteration 35Q: 3 clusters Score -2.00313e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -20031868.000000 Penalty: 5959.816895
	Iteration 36Q: 3 clusters Score -2.003187e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -20032360.000000 Penalty: 5959.816895
	Iteration 37Q: 3 clusters Score -2.003236e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -20032878.000000 Penalty: 5959.816895
	Iteration 38Q: 3 clusters Score -2.003288e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -20033622.000000 Penalty: 5959.816895
	Iteration 39Q: 3 clusters Score -2.003362e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 119772 members 
Entering Unmasked Estep 
Score: -20034306.000000 Penalty: 5959.816895
	Iteration 40F: 3 clusters Score -2.003431e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 122397 members 
Entering Unmasked Estep 
Score: -20035158.000000 Penalty: 5959.816895
	Iteration 41Q: 3 clusters Score -2.003516e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 125168 members 
Entering Unmasked Estep 
Score: -20036158.000000 Penalty: 5959.816895
	Iteration 42Q: 3 clusters Score -2.003616e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -20037336.000000 Penalty: 5959.816895
	Iteration 43Q: 3 clusters Score -2.003734e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 131043 members 
Entering Unmasked Estep 
Score: -20038562.000000 Penalty: 5959.816895
	Iteration 44Q: 3 clusters Score -2.003856e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 133943 members 
Entering Unmasked Estep 
Score: -20039704.000000 Penalty: 5959.816895
	Iteration 45Q: 3 clusters Score -2.00397e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -20041066.000000 Penalty: 5959.816895
	Iteration 46Q: 3 clusters Score -2.004107e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -20042490.000000 Penalty: 5959.816895
	Iteration 47Q: 3 clusters Score -2.004249e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 142790 members 
Entering Unmasked Estep 
Score: -20043872.000000 Penalty: 5959.816895
	Iteration 48Q: 3 clusters Score -2.004387e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 145431 members 
Entering Unmasked Estep 
Score: -20045310.000000 Penalty: 5959.816895
	Iteration 49Q: 3 clusters Score -2.004531e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -20046652.000000 Penalty: 5959.816895
	Iteration 50Q: 3 clusters Score -2.004665e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 150298 members 
Entering Unmasked Estep 
Score: -20048038.000000 Penalty: 5959.816895
	Iteration 51Q: 3 clusters Score -2.004804e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -20049230.000000 Penalty: 5959.816895
	Iteration 52Q: 3 clusters Score -2.004923e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -20050408.000000 Penalty: 5959.816895
	Iteration 53Q: 3 clusters Score -2.005041e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -20051214.000000 Penalty: 5959.816895
	Iteration 54Q: 3 clusters Score -2.005121e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -20051846.000000 Penalty: 5959.816895
	Iteration 55Q: 3 clusters Score -2.005185e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -20052202.000000 Penalty: 5959.816895
	Iteration 56Q: 3 clusters Score -2.00522e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -20052546.000000 Penalty: 5959.816895
	Iteration 57Q: 3 clusters Score -2.005255e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 158525 members 
Entering Unmasked Estep 
Score: -20052662.000000 Penalty: 5959.816895
	Iteration 58Q: 3 clusters Score -2.005266e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 158892 members 
Entering Unmasked Estep 
Score: -20052800.000000 Penalty: 5959.816895
	Iteration 59Q: 3 clusters Score -2.00528e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -20052886.000000 Penalty: 5959.816895
	Iteration 60F: 3 clusters Score -2.005289e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -20052942.000000 Penalty: 5959.816895
	Iteration 61Q: 3 clusters Score -2.005294e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -20053044.000000 Penalty: 5959.816895
	Iteration 62Q: 3 clusters Score -2.005304e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 159847 members 
Entering Unmasked Estep 
Score: -20053074.000000 Penalty: 5959.816895
	Iteration 63Q: 3 clusters Score -2.005307e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 159981 members 
Entering Unmasked Estep 
Score: -20053118.000000 Penalty: 5959.816895
	Iteration 64Q: 3 clusters Score -2.005312e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 160075 members 
Entering Unmasked Estep 
Score: -20053154.000000 Penalty: 5959.816895
	Iteration 65Q: 3 clusters Score -2.005315e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 160153 members 
Entering Unmasked Estep 
Score: -20053250.000000 Penalty: 5959.816895
	Iteration 66Q: 3 clusters Score -2.005325e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -20053342.000000 Penalty: 5959.816895
	Iteration 67Q: 3 clusters Score -2.005334e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -20053562.000000 Penalty: 5959.816895
	Iteration 68Q: 3 clusters Score -2.005356e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -20053682.000000 Penalty: 5959.816895
	Iteration 69Q: 3 clusters Score -2.005368e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -20053840.000000 Penalty: 5959.816895
	Iteration 70Q: 3 clusters Score -2.005384e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -20053922.000000 Penalty: 5959.816895
	Iteration 71Q: 3 clusters Score -2.005392e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -20054008.000000 Penalty: 5959.816895
	Iteration 72Q: 3 clusters Score -2.005401e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 160216 members 
Entering Unmasked Estep 
Score: -20054088.000000 Penalty: 5959.816895
	Iteration 73Q: 3 clusters Score -2.005409e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 160171 members 
Entering Unmasked Estep 
Score: -20054114.000000 Penalty: 5959.816895
	Iteration 74Q: 3 clusters Score -2.005411e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 160125 members 
Entering Unmasked Estep 
Score: -20054114.000000 Penalty: 5959.816895
	Iteration 75Q: 3 clusters Score -2.005411e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 160074 members 
Entering Unmasked Estep 
Score: -20054118.000000 Penalty: 5959.816895
	Iteration 76Q: 3 clusters Score -2.005412e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -20054118.000000 Penalty: 5959.816895
	Iteration 77Q: 3 clusters Score -2.005412e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 159998 members 
Entering Unmasked Estep 
Score: -20054126.000000 Penalty: 5959.816895
	Iteration 78Q: 3 clusters Score -2.005413e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 159975 members 
Entering Unmasked Estep 
Score: -20054136.000000 Penalty: 5959.816895
	Iteration 79Q: 3 clusters Score -2.005414e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -20054140.000000 Penalty: 5959.816895
	Iteration 80F: 3 clusters Score -2.005414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -20054166.000000 Penalty: 5959.816895
	Iteration 81Q: 3 clusters Score -2.005417e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -20054170.000000 Penalty: 5959.816895
	Iteration 82Q: 3 clusters Score -2.005417e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 159875 members 
Entering Unmasked Estep 
Score: -20054184.000000 Penalty: 5959.816895
	Iteration 83Q: 3 clusters Score -2.005418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 159848 members 
Entering Unmasked Estep 
Score: -20054180.000000 Penalty: 5959.816895
	Iteration 84Q: 3 clusters Score -2.005418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -20054204.000000 Penalty: 5959.816895
	Iteration 85Q: 3 clusters Score -2.00542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 159791 members 
Entering Unmasked Estep 
Score: -20054228.000000 Penalty: 5959.816895
	Iteration 86Q: 3 clusters Score -2.005423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -20054216.000000 Penalty: 5959.816895
	Iteration 87Q: 3 clusters Score -2.005422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 159764 members 
Entering Unmasked Estep 
Score: -20054206.000000 Penalty: 5959.816895
	Iteration 88Q: 3 clusters Score -2.005421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 159754 members 
Entering Unmasked Estep 
Score: -20054222.000000 Penalty: 5959.816895
	Iteration 89Q: 3 clusters Score -2.005422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -20054222.000000 Penalty: 5959.816895
	Iteration 90Q: 3 clusters Score -2.005422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -20054234.000000 Penalty: 5959.816895
	Iteration 91Q: 3 clusters Score -2.005423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 159723 members 
Entering Unmasked Estep 
Score: -20054238.000000 Penalty: 5959.816895
	Iteration 92Q: 3 clusters Score -2.005424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 159705 members 
Entering Unmasked Estep 
Score: -20054230.000000 Penalty: 5959.816895
	Iteration 93Q: 3 clusters Score -2.005423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -20054238.000000 Penalty: 5959.816895
	Iteration 94Q: 3 clusters Score -2.005424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -20054232.000000 Penalty: 5959.816895
	Iteration 95Q: 3 clusters Score -2.005423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -20054224.000000 Penalty: 5959.816895
	Iteration 96Q: 3 clusters Score -2.005422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 159683 members 
Entering Unmasked Estep 
Score: -20054248.000000 Penalty: 5959.816895
	Iteration 97Q: 3 clusters Score -2.005425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 159681 members 
Entering Unmasked Estep 
Score: -20054244.000000 Penalty: 5959.816895
	Iteration 98Q: 3 clusters Score -2.005424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 159677 members 
Entering Unmasked Estep 
Score: -20054238.000000 Penalty: 5959.816895
	Iteration 99Q: 3 clusters Score -2.005424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 159675 members 
Entering Unmasked Estep 
Score: -20054240.000000 Penalty: 5959.816895
	Iteration 100F: 3 clusters Score -2.005424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -20054242.000000 Penalty: 5959.816895
	Iteration 101Q: 3 clusters Score -2.005424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 159666 members 
Entering Unmasked Estep 
Score: -20054246.000000 Penalty: 5959.816895
	Iteration 102Q: 3 clusters Score -2.005425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 159662 members 
Entering Unmasked Estep 
Score: -20054252.000000 Penalty: 5959.816895
	Iteration 103Q: 3 clusters Score -2.005425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -20054272.000000 Penalty: 5959.816895
	Iteration 104Q: 3 clusters Score -2.005427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -20054268.000000 Penalty: 5959.816895
	Iteration 105Q: 3 clusters Score -2.005427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 159646 members 
Entering Unmasked Estep 
Score: -20054262.000000 Penalty: 5959.816895
	Iteration 106Q: 3 clusters Score -2.005426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 159642 members 
Entering Unmasked Estep 
Score: -20054272.000000 Penalty: 5959.816895
	Iteration 107Q: 3 clusters Score -2.005427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 159638 members 
Entering Unmasked Estep 
Score: -20054270.000000 Penalty: 5959.816895
	Iteration 108Q: 3 clusters Score -2.005427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -20054272.000000 Penalty: 5959.816895
	Iteration 109Q: 3 clusters Score -2.005427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -20054278.000000 Penalty: 5959.816895
	Iteration 110Q: 3 clusters Score -2.005428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -20054284.000000 Penalty: 5959.816895
	Iteration 111Q: 3 clusters Score -2.005428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -20054284.000000 Penalty: 5959.816895
	Iteration 112F: 3 clusters Score -2.005428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 31679 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 16124 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 169645 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 7954 members 
Mstep: Class 16 contains 20786 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 54445 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 167234 members 
Mstep: Class 22 contains 186252 members 
Mstep: Class 23 contains 31592 members 
Mstep: Class 24 contains 5223 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 13709 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 159634 members 
Entering Unmasked Estep 
Score: -124192848.000000 Penalty: 106482.867188
Splitting cluster 18 changes total score from -124192832.000000 to -124192848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (54445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Entering Unmasked Estep 
Score: -6700669.500000 Penalty: 2704.426758
	Iteration 0F: 2 clusters Score -6700670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6663897.000000 Penalty: 5408.853516
	Iteration 0F: 3 clusters Score -6663897 nChanged 25392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -6678488.000000 Penalty: 5408.853516
	Iteration 1F: 3 clusters Score -6678488 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -6679144.000000 Penalty: 5408.853516
	Iteration 2Q: 3 clusters Score -6679144 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -6679766.500000 Penalty: 5408.853516
	Iteration 3Q: 3 clusters Score -6679766 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -6680450.000000 Penalty: 5408.853516
	Iteration 4Q: 3 clusters Score -6680450 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -6681406.500000 Penalty: 5408.853516
	Iteration 5Q: 3 clusters Score -6681406 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6682742.500000 Penalty: 5408.853516
	Iteration 6Q: 3 clusters Score -6682742 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -6684996.000000 Penalty: 5408.853516
	Iteration 7F: 3 clusters Score -6684996 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -6688219.000000 Penalty: 5408.853516
	Iteration 8F: 3 clusters Score -6688219 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -6691700.000000 Penalty: 5408.853516
	Iteration 9F: 3 clusters Score -6691700 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -6694564.000000 Penalty: 5408.853516
	Iteration 10F: 3 clusters Score -6694564 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -6696433.500000 Penalty: 5408.853516
	Iteration 11Q: 3 clusters Score -6696434 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -6697436.500000 Penalty: 5408.853516
	Iteration 12Q: 3 clusters Score -6697436 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -6697850.000000 Penalty: 5408.853516
	Iteration 13Q: 3 clusters Score -6697850 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -6698026.000000 Penalty: 5408.853516
	Iteration 14Q: 3 clusters Score -6698026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6698150.000000 Penalty: 5408.853516
	Iteration 15Q: 3 clusters Score -6698150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -6698202.000000 Penalty: 5408.853516
	Iteration 16Q: 3 clusters Score -6698202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -6698236.000000 Penalty: 5408.853516
	Iteration 17Q: 3 clusters Score -6698236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -6698259.000000 Penalty: 5408.853516
	Iteration 18Q: 3 clusters Score -6698259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -6698273.000000 Penalty: 5408.853516
	Iteration 19Q: 3 clusters Score -6698273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -6698275.500000 Penalty: 5408.853516
	Iteration 20F: 3 clusters Score -6698276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -6698281.000000 Penalty: 5408.853516
	Iteration 21Q: 3 clusters Score -6698281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -6698299.000000 Penalty: 5408.853516
	Iteration 22Q: 3 clusters Score -6698299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -6698308.500000 Penalty: 5408.853516
	Iteration 23Q: 3 clusters Score -6698308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -6698314.500000 Penalty: 5408.853516
	Iteration 24Q: 3 clusters Score -6698314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -6698315.000000 Penalty: 5408.853516
	Iteration 25Q: 3 clusters Score -6698315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -6698325.000000 Penalty: 5408.853516
	Iteration 26Q: 3 clusters Score -6698325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -6698329.500000 Penalty: 5408.853516
	Iteration 27Q: 3 clusters Score -6698330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -6698328.000000 Penalty: 5408.853516
	Iteration 28Q: 3 clusters Score -6698328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -6698337.500000 Penalty: 5408.853516
	Iteration 29Q: 3 clusters Score -6698338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -6698343.000000 Penalty: 5408.853516
	Iteration 30Q: 3 clusters Score -6698343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -6698347.500000 Penalty: 5408.853516
	Iteration 31Q: 3 clusters Score -6698348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -6698347.500000 Penalty: 5408.853516
	Iteration 32F: 3 clusters Score -6698348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -434937.656250 Penalty: 2026.486694
	Iteration 0F: 2 clusters Score -434937.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -431336.031250 Penalty: 4052.973389
	Iteration 0F: 3 clusters Score -431336 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -432084.500000 Penalty: 4052.973389
	Iteration 1F: 3 clusters Score -432084.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -432236.156250 Penalty: 4052.973389
	Iteration 2F: 3 clusters Score -432236.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -432329.375000 Penalty: 4052.973389
	Iteration 3Q: 3 clusters Score -432329.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -432385.593750 Penalty: 4052.973389
	Iteration 4Q: 3 clusters Score -432385.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -432420.437500 Penalty: 4052.973389
	Iteration 5Q: 3 clusters Score -432420.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -432441.718750 Penalty: 4052.973389
	Iteration 6Q: 3 clusters Score -432441.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -432462.531250 Penalty: 4052.973389
	Iteration 7Q: 3 clusters Score -432462.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -432482.218750 Penalty: 4052.973389
	Iteration 8Q: 3 clusters Score -432482.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -432495.468750 Penalty: 4052.973389
	Iteration 9Q: 3 clusters Score -432495.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -432509.687500 Penalty: 4052.973389
	Iteration 10Q: 3 clusters Score -432509.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -432521.968750 Penalty: 4052.973389
	Iteration 11Q: 3 clusters Score -432522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -432534.718750 Penalty: 4052.973389
	Iteration 12Q: 3 clusters Score -432534.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -432547.062500 Penalty: 4052.973389
	Iteration 13Q: 3 clusters Score -432547.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -432552.437500 Penalty: 4052.973389
	Iteration 14Q: 3 clusters Score -432552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -432559.156250 Penalty: 4052.973389
	Iteration 15Q: 3 clusters Score -432559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -432563.812500 Penalty: 4052.973389
	Iteration 16Q: 3 clusters Score -432563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -432568.218750 Penalty: 4052.973389
	Iteration 17Q: 3 clusters Score -432568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -432571.781250 Penalty: 4052.973389
	Iteration 18Q: 3 clusters Score -432571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -432577.375000 Penalty: 4052.973389
	Iteration 19Q: 3 clusters Score -432577.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -432581.468750 Penalty: 4052.973389
	Iteration 20F: 3 clusters Score -432581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -432585.000000 Penalty: 4052.973389
	Iteration 21Q: 3 clusters Score -432585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -432587.250000 Penalty: 4052.973389
	Iteration 22Q: 3 clusters Score -432587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -432592.250000 Penalty: 4052.973389
	Iteration 23Q: 3 clusters Score -432592.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -432597.968750 Penalty: 4052.973389
	Iteration 24Q: 3 clusters Score -432598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -432602.500000 Penalty: 4052.973389
	Iteration 25Q: 3 clusters Score -432602.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -432607.593750 Penalty: 4052.973389
	Iteration 26Q: 3 clusters Score -432607.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -432610.812500 Penalty: 4052.973389
	Iteration 27Q: 3 clusters Score -432610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -432616.437500 Penalty: 4052.973389
	Iteration 28Q: 3 clusters Score -432616.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -432623.187500 Penalty: 4052.973389
	Iteration 29Q: 3 clusters Score -432623.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -432631.312500 Penalty: 4052.973389
	Iteration 30Q: 3 clusters Score -432631.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -432638.781250 Penalty: 4052.973389
	Iteration 31Q: 3 clusters Score -432638.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -432650.031250 Penalty: 4052.973389
	Iteration 32Q: 3 clusters Score -432650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -432660.000000 Penalty: 4052.973389
	Iteration 33Q: 3 clusters Score -432660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -432667.906250 Penalty: 4052.973389
	Iteration 34Q: 3 clusters Score -432667.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -432676.562500 Penalty: 4052.973389
	Iteration 35Q: 3 clusters Score -432676.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -432683.406250 Penalty: 4052.973389
	Iteration 36Q: 3 clusters Score -432683.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -432690.593750 Penalty: 4052.973389
	Iteration 37Q: 3 clusters Score -432690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -432694.906250 Penalty: 4052.973389
	Iteration 38Q: 3 clusters Score -432694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -432696.687500 Penalty: 4052.973389
	Iteration 39Q: 3 clusters Score -432696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -432699.531250 Penalty: 4052.973389
	Iteration 40F: 3 clusters Score -432699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -432702.187500 Penalty: 4052.973389
	Iteration 41Q: 3 clusters Score -432702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -432705.562500 Penalty: 4052.973389
	Iteration 42Q: 3 clusters Score -432705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -432708.781250 Penalty: 4052.973389
	Iteration 43Q: 3 clusters Score -432708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -432711.218750 Penalty: 4052.973389
	Iteration 44Q: 3 clusters Score -432711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -432714.031250 Penalty: 4052.973389
	Iteration 45Q: 3 clusters Score -432714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -432716.437500 Penalty: 4052.973389
	Iteration 46Q: 3 clusters Score -432716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -432719.500000 Penalty: 4052.973389
	Iteration 47Q: 3 clusters Score -432719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -432722.468750 Penalty: 4052.973389
	Iteration 48Q: 3 clusters Score -432722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -432722.812500 Penalty: 4052.973389
	Iteration 49Q: 3 clusters Score -432722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -432722.812500 Penalty: 4052.973389
	Iteration 50F: 3 clusters Score -432722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167234 members 
Entering Unmasked Estep 
Score: -20753038.000000 Penalty: 2982.732910
	Iteration 0F: 2 clusters Score -2.075304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -20642000.000000 Penalty: 5965.465820
	Iteration 0F: 3 clusters Score -2.0642e+07 nChanged 79988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -20690074.000000 Penalty: 5965.465820
	Iteration 1F: 3 clusters Score -2.069007e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -20692984.000000 Penalty: 5965.465820
	Iteration 2Q: 3 clusters Score -2.069298e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -20698556.000000 Penalty: 5965.465820
	Iteration 3F: 3 clusters Score -2.069856e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -20708132.000000 Penalty: 5965.465820
	Iteration 4F: 3 clusters Score -2.070813e+07 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 128615 members 
Entering Unmasked Estep 
Score: -20720188.000000 Penalty: 5965.465820
	Iteration 5F: 3 clusters Score -2.072019e+07 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -20731106.000000 Penalty: 5965.465820
	Iteration 6F: 3 clusters Score -2.073111e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
Score: -20739000.000000 Penalty: 5965.465820
	Iteration 7F: 3 clusters Score -2.0739e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -20744138.000000 Penalty: 5965.465820
	Iteration 8Q: 3 clusters Score -2.074414e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -20747238.000000 Penalty: 5965.465820
	Iteration 9Q: 3 clusters Score -2.074724e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 160658 members 
Entering Unmasked Estep 
Score: -20748900.000000 Penalty: 5965.465820
	Iteration 10Q: 3 clusters Score -2.07489e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 161737 members 
Entering Unmasked Estep 
Score: -20749998.000000 Penalty: 5965.465820
	Iteration 11Q: 3 clusters Score -2.075e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 162374 members 
Entering Unmasked Estep 
Score: -20750618.000000 Penalty: 5965.465820
	Iteration 12Q: 3 clusters Score -2.075062e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 162804 members 
Entering Unmasked Estep 
Score: -20750900.000000 Penalty: 5965.465820
	Iteration 13Q: 3 clusters Score -2.07509e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -20751058.000000 Penalty: 5965.465820
	Iteration 14Q: 3 clusters Score -2.075106e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -20751206.000000 Penalty: 5965.465820
	Iteration 15Q: 3 clusters Score -2.075121e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 163594 members 
Entering Unmasked Estep 
Score: -20751244.000000 Penalty: 5965.465820
	Iteration 16Q: 3 clusters Score -2.075124e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -20751266.000000 Penalty: 5965.465820
	Iteration 17Q: 3 clusters Score -2.075127e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -20751284.000000 Penalty: 5965.465820
	Iteration 18Q: 3 clusters Score -2.075128e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 163951 members 
Entering Unmasked Estep 
Score: -20751314.000000 Penalty: 5965.465820
	Iteration 19Q: 3 clusters Score -2.075131e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -20751324.000000 Penalty: 5965.465820
	Iteration 20F: 3 clusters Score -2.075132e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 164089 members 
Entering Unmasked Estep 
Score: -20751318.000000 Penalty: 5965.465820
	Iteration 21Q: 3 clusters Score -2.075132e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -20751312.000000 Penalty: 5965.465820
	Iteration 22Q: 3 clusters Score -2.075131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 164183 members 
Entering Unmasked Estep 
Score: -20751292.000000 Penalty: 5965.465820
	Iteration 23Q: 3 clusters Score -2.075129e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -20751280.000000 Penalty: 5965.465820
	Iteration 24Q: 3 clusters Score -2.075128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -20751302.000000 Penalty: 5965.465820
	Iteration 25Q: 3 clusters Score -2.07513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -20751330.000000 Penalty: 5965.465820
	Iteration 26Q: 3 clusters Score -2.075133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 164304 members 
Entering Unmasked Estep 
Score: -20751326.000000 Penalty: 5965.465820
	Iteration 27Q: 3 clusters Score -2.075133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -20751318.000000 Penalty: 5965.465820
	Iteration 28Q: 3 clusters Score -2.075132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -20751318.000000 Penalty: 5965.465820
	Iteration 29Q: 3 clusters Score -2.075132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -20751318.000000 Penalty: 5965.465820
	Iteration 30Q: 3 clusters Score -2.075132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 164347 members 
Entering Unmasked Estep 
Score: -20751316.000000 Penalty: 5965.465820
	Iteration 31Q: 3 clusters Score -2.075132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -20751320.000000 Penalty: 5965.465820
	Iteration 32Q: 3 clusters Score -2.075132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -20751346.000000 Penalty: 5965.465820
	Iteration 33Q: 3 clusters Score -2.075135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -20751326.000000 Penalty: 5965.465820
	Iteration 34Q: 3 clusters Score -2.075133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -20751326.000000 Penalty: 5965.465820
	Iteration 35Q: 3 clusters Score -2.075133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -20751328.000000 Penalty: 5965.465820
	Iteration 36Q: 3 clusters Score -2.075133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -20751324.000000 Penalty: 5965.465820
	Iteration 37Q: 3 clusters Score -2.075132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 164374 members 
Entering Unmasked Estep 
Score: -20751318.000000 Penalty: 5965.465820
	Iteration 38Q: 3 clusters Score -2.075132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 164377 members 
Entering Unmasked Estep 
Score: -20751320.000000 Penalty: 5965.465820
	Iteration 39Q: 3 clusters Score -2.075132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -20751310.000000 Penalty: 5965.465820
	Iteration 40F: 3 clusters Score -2.075131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -20751314.000000 Penalty: 5965.465820
	Iteration 41Q: 3 clusters Score -2.075131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -20751316.000000 Penalty: 5965.465820
	Iteration 42Q: 3 clusters Score -2.075132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -20751310.000000 Penalty: 5965.465820
	Iteration 43Q: 3 clusters Score -2.075131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -20751322.000000 Penalty: 5965.465820
	Iteration 44Q: 3 clusters Score -2.075132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -20751310.000000 Penalty: 5965.465820
	Iteration 45Q: 3 clusters Score -2.075131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -20751326.000000 Penalty: 5965.465820
	Iteration 46Q: 3 clusters Score -2.075133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -20751332.000000 Penalty: 5965.465820
	Iteration 47Q: 3 clusters Score -2.075133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -20751326.000000 Penalty: 5965.465820
	Iteration 48Q: 3 clusters Score -2.075133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -20751318.000000 Penalty: 5965.465820
	Iteration 49Q: 3 clusters Score -2.075132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -20751310.000000 Penalty: 5965.465820
	Iteration 50Q: 3 clusters Score -2.075131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -20751306.000000 Penalty: 5965.465820
	Iteration 51Q: 3 clusters Score -2.075131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -20751306.000000 Penalty: 5965.465820
	Iteration 52F: 3 clusters Score -2.075131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (186252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186252 members 
Entering Unmasked Estep 
Score: -23215688.000000 Penalty: 3009.444336
	Iteration 0F: 2 clusters Score -2.321569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -23097088.000000 Penalty: 6018.888672
	Iteration 0F: 3 clusters Score -2.309709e+07 nChanged 89467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -23149292.000000 Penalty: 6018.888672
	Iteration 1F: 3 clusters Score -2.314929e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -23150422.000000 Penalty: 6018.888672
	Iteration 2Q: 3 clusters Score -2.315042e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -23152612.000000 Penalty: 6018.888672
	Iteration 3Q: 3 clusters Score -2.315261e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -23156462.000000 Penalty: 6018.888672
	Iteration 4Q: 3 clusters Score -2.315646e+07 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 127277 members 
Entering Unmasked Estep 
Score: -23163588.000000 Penalty: 6018.888672
	Iteration 5F: 3 clusters Score -2.316359e+07 nChanged 16138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 143361 members 
Entering Unmasked Estep 
Score: -23176480.000000 Penalty: 6018.888672
	Iteration 6F: 3 clusters Score -2.317648e+07 nChanged 17802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 161147 members 
Entering Unmasked Estep 
Score: -23192272.000000 Penalty: 6018.888672
	Iteration 7F: 3 clusters Score -2.319227e+07 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -23204320.000000 Penalty: 6018.888672
	Iteration 8F: 3 clusters Score -2.320432e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 182253 members 
Entering Unmasked Estep 
Score: -23209786.000000 Penalty: 6018.888672
	Iteration 9Q: 3 clusters Score -2.320979e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 184866 members 
Entering Unmasked Estep 
Score: -23211868.000000 Penalty: 6018.888672
	Iteration 10Q: 3 clusters Score -2.321187e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 185656 members 
Entering Unmasked Estep 
Score: -23212502.000000 Penalty: 6018.888672
	Iteration 11Q: 3 clusters Score -2.32125e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 185881 members 
Entering Unmasked Estep 
Score: -23212770.000000 Penalty: 6018.888672
	Iteration 12Q: 3 clusters Score -2.321277e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 185952 members 
Entering Unmasked Estep 
Score: -23212858.000000 Penalty: 6018.888672
	Iteration 13Q: 3 clusters Score -2.321286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 185981 members 
Entering Unmasked Estep 
Score: -23212898.000000 Penalty: 6018.888672
	Iteration 14Q: 3 clusters Score -2.32129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 185991 members 
Entering Unmasked Estep 
Score: -23212958.000000 Penalty: 6018.888672
	Iteration 15Q: 3 clusters Score -2.321296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 186003 members 
Entering Unmasked Estep 
Score: -23212972.000000 Penalty: 6018.888672
	Iteration 16Q: 3 clusters Score -2.321297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 186008 members 
Entering Unmasked Estep 
Score: -23212980.000000 Penalty: 6018.888672
	Iteration 17Q: 3 clusters Score -2.321298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 186015 members 
Entering Unmasked Estep 
Score: -23212988.000000 Penalty: 6018.888672
	Iteration 18Q: 3 clusters Score -2.321299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186017 members 
Entering Unmasked Estep 
Score: -23212982.000000 Penalty: 6018.888672
	Iteration 19Q: 3 clusters Score -2.321298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186017 members 
Entering Unmasked Estep 
Score: -23212982.000000 Penalty: 6018.888672
	Iteration 20F: 3 clusters Score -2.321298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186018 members 
Entering Unmasked Estep 
Score: -23212988.000000 Penalty: 6018.888672
	Iteration 21Q: 3 clusters Score -2.321299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186019 members 
Entering Unmasked Estep 
Score: -23212998.000000 Penalty: 6018.888672
	Iteration 22Q: 3 clusters Score -2.3213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186019 members 
Entering Unmasked Estep 
Score: -23213000.000000 Penalty: 6018.888672
	Iteration 23Q: 3 clusters Score -2.3213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 186021 members 
Entering Unmasked Estep 
Score: -23213008.000000 Penalty: 6018.888672
	Iteration 24Q: 3 clusters Score -2.321301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 186024 members 
Entering Unmasked Estep 
Score: -23213024.000000 Penalty: 6018.888672
	Iteration 25Q: 3 clusters Score -2.321302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186026 members 
Entering Unmasked Estep 
Score: -23213030.000000 Penalty: 6018.888672
	Iteration 26Q: 3 clusters Score -2.321303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 186024 members 
Entering Unmasked Estep 
Score: -23213020.000000 Penalty: 6018.888672
	Iteration 27Q: 3 clusters Score -2.321302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 186025 members 
Entering Unmasked Estep 
Score: -23213044.000000 Penalty: 6018.888672
	Iteration 28Q: 3 clusters Score -2.321304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 186025 members 
Entering Unmasked Estep 
Score: -23213044.000000 Penalty: 6018.888672
	Iteration 29F: 3 clusters Score -2.321304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Entering Unmasked Estep 
Score: -3754937.750000 Penalty: 2569.443604
	Iteration 0F: 2 clusters Score -3754938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3733389.750000 Penalty: 5138.887207
	Iteration 0F: 3 clusters Score -3733390 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3741204.750000 Penalty: 5138.887207
	Iteration 1F: 3 clusters Score -3741205 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3741704.750000 Penalty: 5138.887207
	Iteration 2Q: 3 clusters Score -3741705 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3742109.000000 Penalty: 5138.887207
	Iteration 3Q: 3 clusters Score -3742109 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3742469.250000 Penalty: 5138.887207
	Iteration 4Q: 3 clusters Score -3742469 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3742825.250000 Penalty: 5138.887207
	Iteration 5Q: 3 clusters Score -3742825 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3743163.500000 Penalty: 5138.887207
	Iteration 6Q: 3 clusters Score -3743164 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3743519.250000 Penalty: 5138.887207
	Iteration 7Q: 3 clusters Score -3743519 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3743871.500000 Penalty: 5138.887207
	Iteration 8Q: 3 clusters Score -3743872 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3744214.000000 Penalty: 5138.887207
	Iteration 9Q: 3 clusters Score -3744214 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3744547.000000 Penalty: 5138.887207
	Iteration 10Q: 3 clusters Score -3744547 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3744877.750000 Penalty: 5138.887207
	Iteration 11Q: 3 clusters Score -3744878 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3745270.500000 Penalty: 5138.887207
	Iteration 12Q: 3 clusters Score -3745270 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3745715.750000 Penalty: 5138.887207
	Iteration 13Q: 3 clusters Score -3745716 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3746199.000000 Penalty: 5138.887207
	Iteration 14Q: 3 clusters Score -3746199 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3746708.500000 Penalty: 5138.887207
	Iteration 15Q: 3 clusters Score -3746708 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3747278.000000 Penalty: 5138.887207
	Iteration 16Q: 3 clusters Score -3747278 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3747836.000000 Penalty: 5138.887207
	Iteration 17Q: 3 clusters Score -3747836 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3748337.250000 Penalty: 5138.887207
	Iteration 18Q: 3 clusters Score -3748337 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3748859.250000 Penalty: 5138.887207
	Iteration 19Q: 3 clusters Score -3748859 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3749382.000000 Penalty: 5138.887207
	Iteration 20F: 3 clusters Score -3749382 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3749875.000000 Penalty: 5138.887207
	Iteration 21Q: 3 clusters Score -3749875 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3750303.750000 Penalty: 5138.887207
	Iteration 22Q: 3 clusters Score -3750304 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3750753.750000 Penalty: 5138.887207
	Iteration 23Q: 3 clusters Score -3750754 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3751126.250000 Penalty: 5138.887207
	Iteration 24Q: 3 clusters Score -3751126 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3751484.750000 Penalty: 5138.887207
	Iteration 25Q: 3 clusters Score -3751485 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3751750.500000 Penalty: 5138.887207
	Iteration 26Q: 3 clusters Score -3751750 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3751941.000000 Penalty: 5138.887207
	Iteration 27Q: 3 clusters Score -3751941 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3752094.750000 Penalty: 5138.887207
	Iteration 28Q: 3 clusters Score -3752095 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3752255.500000 Penalty: 5138.887207
	Iteration 29Q: 3 clusters Score -3752256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3752363.250000 Penalty: 5138.887207
	Iteration 30Q: 3 clusters Score -3752363 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3752463.750000 Penalty: 5138.887207
	Iteration 31Q: 3 clusters Score -3752464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3752533.250000 Penalty: 5138.887207
	Iteration 32Q: 3 clusters Score -3752533 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3752598.500000 Penalty: 5138.887207
	Iteration 33Q: 3 clusters Score -3752598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3752637.000000 Penalty: 5138.887207
	Iteration 34Q: 3 clusters Score -3752637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3752684.000000 Penalty: 5138.887207
	Iteration 35Q: 3 clusters Score -3752684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3752709.000000 Penalty: 5138.887207
	Iteration 36Q: 3 clusters Score -3752709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3752740.000000 Penalty: 5138.887207
	Iteration 37Q: 3 clusters Score -3752740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3752763.000000 Penalty: 5138.887207
	Iteration 38Q: 3 clusters Score -3752763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3752791.750000 Penalty: 5138.887207
	Iteration 39Q: 3 clusters Score -3752792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3752793.250000 Penalty: 5138.887207
	Iteration 40F: 3 clusters Score -3752793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3752800.250000 Penalty: 5138.887207
	Iteration 41Q: 3 clusters Score -3752800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3752804.250000 Penalty: 5138.887207
	Iteration 42Q: 3 clusters Score -3752804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3752798.250000 Penalty: 5138.887207
	Iteration 43Q: 3 clusters Score -3752798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3752800.500000 Penalty: 5138.887207
	Iteration 44Q: 3 clusters Score -3752800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3752810.250000 Penalty: 5138.887207
	Iteration 45Q: 3 clusters Score -3752810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3752812.750000 Penalty: 5138.887207
	Iteration 46Q: 3 clusters Score -3752813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3752815.000000 Penalty: 5138.887207
	Iteration 47Q: 3 clusters Score -3752815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3752821.500000 Penalty: 5138.887207
	Iteration 48Q: 3 clusters Score -3752822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3752820.500000 Penalty: 5138.887207
	Iteration 49Q: 3 clusters Score -3752820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3752820.500000 Penalty: 5138.887207
	Iteration 50F: 3 clusters Score -3752820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -633339.187500 Penalty: 2123.085205
	Iteration 0F: 2 clusters Score -633339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -628708.937500 Penalty: 4246.170410
	Iteration 0F: 3 clusters Score -628708.9 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -629789.375000 Penalty: 4246.170410
	Iteration 1F: 3 clusters Score -629789.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -629968.937500 Penalty: 4246.170410
	Iteration 2F: 3 clusters Score -629968.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -630075.062500 Penalty: 4246.170410
	Iteration 3Q: 3 clusters Score -630075.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -630155.312500 Penalty: 4246.170410
	Iteration 4Q: 3 clusters Score -630155.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -630215.812500 Penalty: 4246.170410
	Iteration 5Q: 3 clusters Score -630215.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -630272.562500 Penalty: 4246.170410
	Iteration 6Q: 3 clusters Score -630272.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -630323.187500 Penalty: 4246.170410
	Iteration 7Q: 3 clusters Score -630323.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -630364.562500 Penalty: 4246.170410
	Iteration 8Q: 3 clusters Score -630364.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -630406.812500 Penalty: 4246.170410
	Iteration 9Q: 3 clusters Score -630406.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -630458.500000 Penalty: 4246.170410
	Iteration 10Q: 3 clusters Score -630458.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -630508.750000 Penalty: 4246.170410
	Iteration 11Q: 3 clusters Score -630508.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -630562.937500 Penalty: 4246.170410
	Iteration 12Q: 3 clusters Score -630562.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -630625.250000 Penalty: 4246.170410
	Iteration 13Q: 3 clusters Score -630625.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -630693.500000 Penalty: 4246.170410
	Iteration 14Q: 3 clusters Score -630693.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -630771.000000 Penalty: 4246.170410
	Iteration 15Q: 3 clusters Score -630771 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -630848.687500 Penalty: 4246.170410
	Iteration 16Q: 3 clusters Score -630848.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -630923.187500 Penalty: 4246.170410
	Iteration 17Q: 3 clusters Score -630923.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -631000.687500 Penalty: 4246.170410
	Iteration 18Q: 3 clusters Score -631000.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -631078.312500 Penalty: 4246.170410
	Iteration 19Q: 3 clusters Score -631078.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -631161.125000 Penalty: 4246.170410
	Iteration 20F: 3 clusters Score -631161.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -631225.562500 Penalty: 4246.170410
	Iteration 21Q: 3 clusters Score -631225.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -631270.125000 Penalty: 4246.170410
	Iteration 22Q: 3 clusters Score -631270.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -631328.062500 Penalty: 4246.170410
	Iteration 23Q: 3 clusters Score -631328.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -631372.375000 Penalty: 4246.170410
	Iteration 24Q: 3 clusters Score -631372.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -631404.937500 Penalty: 4246.170410
	Iteration 25Q: 3 clusters Score -631404.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -631431.562500 Penalty: 4246.170410
	Iteration 26Q: 3 clusters Score -631431.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -631453.187500 Penalty: 4246.170410
	Iteration 27Q: 3 clusters Score -631453.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -631465.312500 Penalty: 4246.170410
	Iteration 28Q: 3 clusters Score -631465.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -631471.312500 Penalty: 4246.170410
	Iteration 29Q: 3 clusters Score -631471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -631477.500000 Penalty: 4246.170410
	Iteration 30Q: 3 clusters Score -631477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -631484.625000 Penalty: 4246.170410
	Iteration 31Q: 3 clusters Score -631484.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -631494.250000 Penalty: 4246.170410
	Iteration 32Q: 3 clusters Score -631494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -631504.687500 Penalty: 4246.170410
	Iteration 33Q: 3 clusters Score -631504.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -631515.250000 Penalty: 4246.170410
	Iteration 34Q: 3 clusters Score -631515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -631522.250000 Penalty: 4246.170410
	Iteration 35Q: 3 clusters Score -631522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -631527.812500 Penalty: 4246.170410
	Iteration 36Q: 3 clusters Score -631527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -631536.625000 Penalty: 4246.170410
	Iteration 37Q: 3 clusters Score -631536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -631544.625000 Penalty: 4246.170410
	Iteration 38Q: 3 clusters Score -631544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -631549.062500 Penalty: 4246.170410
	Iteration 39Q: 3 clusters Score -631549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -631553.250000 Penalty: 4246.170410
	Iteration 40F: 3 clusters Score -631553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -631555.375000 Penalty: 4246.170410
	Iteration 41Q: 3 clusters Score -631555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -631560.187500 Penalty: 4246.170410
	Iteration 42Q: 3 clusters Score -631560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -631563.500000 Penalty: 4246.170410
	Iteration 43Q: 3 clusters Score -631563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -631568.125000 Penalty: 4246.170410
	Iteration 44Q: 3 clusters Score -631568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -631568.125000 Penalty: 4246.170410
	Iteration 45Q: 3 clusters Score -631568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -631568.125000 Penalty: 4246.170410
	Iteration 46F: 3 clusters Score -631568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -99112.375000 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -99112.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97343.554688 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -97343.55 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97904.484375 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -97904.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -98118.414062 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -98118.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98290.343750 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -98290.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98463.210938 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -98463.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98695.664062 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -98695.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98916.843750 Penalty: 3404.964355
	Iteration 6F: 3 clusters Score -98916.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99365.070312 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -99365.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99542.898438 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -99542.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99700.984375 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -99700.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -99776.015625 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -99776.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -99804.015625 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -99804.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -99812.859375 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -99812.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -99837.664062 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -99837.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99860.460938 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -99860.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -99881.445312 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -99881.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99906.828125 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -99906.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -99920.890625 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -99920.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99937.968750 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -99937.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -99951.648438 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -99951.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99996.367188 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -99996.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -100090.570312 Penalty: 3404.964355
	Iteration 21Q: 3 clusters Score -100090.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -100165.984375 Penalty: 3404.964355
	Iteration 22Q: 3 clusters Score -100166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -100370.976562 Penalty: 3404.964355
	Iteration 23Q: 3 clusters Score -100371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -100468.570312 Penalty: 3404.964355
	Iteration 24Q: 3 clusters Score -100468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -100488.546875 Penalty: 3404.964355
	Iteration 25Q: 3 clusters Score -100488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -100495.890625 Penalty: 3404.964355
	Iteration 26Q: 3 clusters Score -100495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -100582.164062 Penalty: 3404.964355
	Iteration 27F: 3 clusters Score -100582.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -101130.562500 Penalty: 3404.964355
	Iteration 28Q: 3 clusters Score -101130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -101413.906250 Penalty: 3404.964355
	Iteration 29Q: 3 clusters Score -101413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -101413.906250 Penalty: 3404.964355
	Iteration 30F: 3 clusters Score -101413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 31679 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 16124 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 169645 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 7954 members 
Mstep: Class 16 contains 20786 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 54445 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 167234 members 
Mstep: Class 22 contains 186252 members 
Mstep: Class 23 contains 31592 members 
Mstep: Class 24 contains 5223 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 13709 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 159634 members 
Mstep: Class 32 contains 740 members 
Entering Unmasked Estep 
Score: -124193472.000000 Penalty: 109917.796875
Splitting cluster 25 changes total score from -124192832.000000 to -124193472.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -572188.812500 Penalty: 2105.016602
	Iteration 0F: 2 clusters Score -572188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -567704.750000 Penalty: 4210.033203
	Iteration 0F: 3 clusters Score -567704.8 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -568677.500000 Penalty: 4210.033203
	Iteration 1F: 3 clusters Score -568677.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -568898.250000 Penalty: 4210.033203
	Iteration 2F: 3 clusters Score -568898.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -569046.500000 Penalty: 4210.033203
	Iteration 3F: 3 clusters Score -569046.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -569161.812500 Penalty: 4210.033203
	Iteration 4Q: 3 clusters Score -569161.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -569245.562500 Penalty: 4210.033203
	Iteration 5Q: 3 clusters Score -569245.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -569307.687500 Penalty: 4210.033203
	Iteration 6Q: 3 clusters Score -569307.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -569358.750000 Penalty: 4210.033203
	Iteration 7Q: 3 clusters Score -569358.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -569418.000000 Penalty: 4210.033203
	Iteration 8Q: 3 clusters Score -569418 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -569472.375000 Penalty: 4210.033203
	Iteration 9Q: 3 clusters Score -569472.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -569522.125000 Penalty: 4210.033203
	Iteration 10Q: 3 clusters Score -569522.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -569571.562500 Penalty: 4210.033203
	Iteration 11Q: 3 clusters Score -569571.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -569624.125000 Penalty: 4210.033203
	Iteration 12Q: 3 clusters Score -569624.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -569675.750000 Penalty: 4210.033203
	Iteration 13Q: 3 clusters Score -569675.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -569736.500000 Penalty: 4210.033203
	Iteration 14Q: 3 clusters Score -569736.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -569800.937500 Penalty: 4210.033203
	Iteration 15Q: 3 clusters Score -569800.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -569855.437500 Penalty: 4210.033203
	Iteration 16Q: 3 clusters Score -569855.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -569912.187500 Penalty: 4210.033203
	Iteration 17Q: 3 clusters Score -569912.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -569965.000000 Penalty: 4210.033203
	Iteration 18Q: 3 clusters Score -569965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -570015.687500 Penalty: 4210.033203
	Iteration 19Q: 3 clusters Score -570015.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -570073.125000 Penalty: 4210.033203
	Iteration 20F: 3 clusters Score -570073.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -570141.125000 Penalty: 4210.033203
	Iteration 21Q: 3 clusters Score -570141.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -570195.625000 Penalty: 4210.033203
	Iteration 22Q: 3 clusters Score -570195.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -570247.812500 Penalty: 4210.033203
	Iteration 23Q: 3 clusters Score -570247.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -570317.125000 Penalty: 4210.033203
	Iteration 24Q: 3 clusters Score -570317.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -570368.000000 Penalty: 4210.033203
	Iteration 25Q: 3 clusters Score -570368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -570401.062500 Penalty: 4210.033203
	Iteration 26Q: 3 clusters Score -570401.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -570426.312500 Penalty: 4210.033203
	Iteration 27Q: 3 clusters Score -570426.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -570448.750000 Penalty: 4210.033203
	Iteration 28Q: 3 clusters Score -570448.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -570464.250000 Penalty: 4210.033203
	Iteration 29Q: 3 clusters Score -570464.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -570476.000000 Penalty: 4210.033203
	Iteration 30Q: 3 clusters Score -570476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -570482.750000 Penalty: 4210.033203
	Iteration 31Q: 3 clusters Score -570482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -570485.562500 Penalty: 4210.033203
	Iteration 32Q: 3 clusters Score -570485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -570487.937500 Penalty: 4210.033203
	Iteration 33Q: 3 clusters Score -570487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -570490.812500 Penalty: 4210.033203
	Iteration 34Q: 3 clusters Score -570490.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -570495.562500 Penalty: 4210.033203
	Iteration 35Q: 3 clusters Score -570495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -570497.937500 Penalty: 4210.033203
	Iteration 36Q: 3 clusters Score -570497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -570501.125000 Penalty: 4210.033203
	Iteration 37Q: 3 clusters Score -570501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -570503.375000 Penalty: 4210.033203
	Iteration 38Q: 3 clusters Score -570503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -570504.000000 Penalty: 4210.033203
	Iteration 39Q: 3 clusters Score -570504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -570504.125000 Penalty: 4210.033203
	Iteration 40F: 3 clusters Score -570504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -570505.062500 Penalty: 4210.033203
	Iteration 41Q: 3 clusters Score -570505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -570505.000000 Penalty: 4210.033203
	Iteration 42Q: 3 clusters Score -570505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -570507.062500 Penalty: 4210.033203
	Iteration 43Q: 3 clusters Score -570507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -570507.312500 Penalty: 4210.033203
	Iteration 44Q: 3 clusters Score -570507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -570510.937500 Penalty: 4210.033203
	Iteration 45Q: 3 clusters Score -570510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -570511.687500 Penalty: 4210.033203
	Iteration 46Q: 3 clusters Score -570511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -570512.187500 Penalty: 4210.033203
	Iteration 47Q: 3 clusters Score -570512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -570514.687500 Penalty: 4210.033203
	Iteration 48Q: 3 clusters Score -570514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -570513.750000 Penalty: 4210.033203
	Iteration 49Q: 3 clusters Score -570513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -570513.750000 Penalty: 4210.033203
	Iteration 50F: 3 clusters Score -570513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Entering Unmasked Estep 
Score: -2764088.250000 Penalty: 2484.888916
	Iteration 0F: 2 clusters Score -2764088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2748454.000000 Penalty: 4969.777832
	Iteration 0F: 3 clusters Score -2748454 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2753748.000000 Penalty: 4969.777832
	Iteration 1F: 3 clusters Score -2753748 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2754157.500000 Penalty: 4969.777832
	Iteration 2F: 3 clusters Score -2754158 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2754504.000000 Penalty: 4969.777832
	Iteration 3Q: 3 clusters Score -2754504 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2754912.250000 Penalty: 4969.777832
	Iteration 4Q: 3 clusters Score -2754912 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2755450.250000 Penalty: 4969.777832
	Iteration 5Q: 3 clusters Score -2755450 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2756180.250000 Penalty: 4969.777832
	Iteration 6F: 3 clusters Score -2756180 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2757199.000000 Penalty: 4969.777832
	Iteration 7F: 3 clusters Score -2757199 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2758487.500000 Penalty: 4969.777832
	Iteration 8F: 3 clusters Score -2758488 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2759716.000000 Penalty: 4969.777832
	Iteration 9F: 3 clusters Score -2759716 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2760693.500000 Penalty: 4969.777832
	Iteration 10Q: 3 clusters Score -2760694 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2761265.250000 Penalty: 4969.777832
	Iteration 11Q: 3 clusters Score -2761265 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2761569.750000 Penalty: 4969.777832
	Iteration 12Q: 3 clusters Score -2761570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2761725.500000 Penalty: 4969.777832
	Iteration 13Q: 3 clusters Score -2761726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2761800.250000 Penalty: 4969.777832
	Iteration 14Q: 3 clusters Score -2761800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2761847.000000 Penalty: 4969.777832
	Iteration 15Q: 3 clusters Score -2761847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2761902.500000 Penalty: 4969.777832
	Iteration 16Q: 3 clusters Score -2761902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2761915.750000 Penalty: 4969.777832
	Iteration 17Q: 3 clusters Score -2761916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2761923.500000 Penalty: 4969.777832
	Iteration 18Q: 3 clusters Score -2761924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2761930.500000 Penalty: 4969.777832
	Iteration 19Q: 3 clusters Score -2761930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2761932.250000 Penalty: 4969.777832
	Iteration 20F: 3 clusters Score -2761932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2761940.750000 Penalty: 4969.777832
	Iteration 21Q: 3 clusters Score -2761941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2761939.500000 Penalty: 4969.777832
	Iteration 22Q: 3 clusters Score -2761940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2761944.000000 Penalty: 4969.777832
	Iteration 23Q: 3 clusters Score -2761944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2761944.000000 Penalty: 4969.777832
	Iteration 24F: 3 clusters Score -2761944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Entering Unmasked Estep 
Score: -2255226.750000 Penalty: 2448.715576
	Iteration 0F: 2 clusters Score -2255227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2241469.500000 Penalty: 4897.431152
	Iteration 0F: 3 clusters Score -2241470 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2246215.500000 Penalty: 4897.431152
	Iteration 1F: 3 clusters Score -2246216 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2246757.750000 Penalty: 4897.431152
	Iteration 2F: 3 clusters Score -2246758 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2247312.750000 Penalty: 4897.431152
	Iteration 3F: 3 clusters Score -2247313 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2247924.750000 Penalty: 4897.431152
	Iteration 4F: 3 clusters Score -2247925 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2248563.250000 Penalty: 4897.431152
	Iteration 5F: 3 clusters Score -2248563 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2249217.250000 Penalty: 4897.431152
	Iteration 6F: 3 clusters Score -2249217 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2249894.250000 Penalty: 4897.431152
	Iteration 7F: 3 clusters Score -2249894 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2250488.250000 Penalty: 4897.431152
	Iteration 8Q: 3 clusters Score -2250488 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2250975.250000 Penalty: 4897.431152
	Iteration 9Q: 3 clusters Score -2250975 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2251355.750000 Penalty: 4897.431152
	Iteration 10Q: 3 clusters Score -2251356 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2251612.750000 Penalty: 4897.431152
	Iteration 11Q: 3 clusters Score -2251613 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2251787.000000 Penalty: 4897.431152
	Iteration 12Q: 3 clusters Score -2251787 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2251941.250000 Penalty: 4897.431152
	Iteration 13Q: 3 clusters Score -2251941 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2252067.000000 Penalty: 4897.431152
	Iteration 14Q: 3 clusters Score -2252067 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2252181.250000 Penalty: 4897.431152
	Iteration 15Q: 3 clusters Score -2252181 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2252287.250000 Penalty: 4897.431152
	Iteration 16Q: 3 clusters Score -2252287 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2252386.750000 Penalty: 4897.431152
	Iteration 17Q: 3 clusters Score -2252387 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2252490.750000 Penalty: 4897.431152
	Iteration 18Q: 3 clusters Score -2252491 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2252585.500000 Penalty: 4897.431152
	Iteration 19Q: 3 clusters Score -2252586 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2252691.000000 Penalty: 4897.431152
	Iteration 20F: 3 clusters Score -2252691 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2252779.500000 Penalty: 4897.431152
	Iteration 21Q: 3 clusters Score -2252780 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2252875.250000 Penalty: 4897.431152
	Iteration 22Q: 3 clusters Score -2252875 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2253000.500000 Penalty: 4897.431152
	Iteration 23Q: 3 clusters Score -2253000 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2253119.500000 Penalty: 4897.431152
	Iteration 24Q: 3 clusters Score -2253120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2253237.750000 Penalty: 4897.431152
	Iteration 25Q: 3 clusters Score -2253238 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2253334.250000 Penalty: 4897.431152
	Iteration 26Q: 3 clusters Score -2253334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2253416.500000 Penalty: 4897.431152
	Iteration 27Q: 3 clusters Score -2253416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2253454.750000 Penalty: 4897.431152
	Iteration 28Q: 3 clusters Score -2253455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2253481.250000 Penalty: 4897.431152
	Iteration 29Q: 3 clusters Score -2253481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2253508.250000 Penalty: 4897.431152
	Iteration 30Q: 3 clusters Score -2253508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2253525.250000 Penalty: 4897.431152
	Iteration 31Q: 3 clusters Score -2253525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2253539.750000 Penalty: 4897.431152
	Iteration 32Q: 3 clusters Score -2253540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2253550.750000 Penalty: 4897.431152
	Iteration 33Q: 3 clusters Score -2253551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2253562.250000 Penalty: 4897.431152
	Iteration 34Q: 3 clusters Score -2253562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2253568.250000 Penalty: 4897.431152
	Iteration 35Q: 3 clusters Score -2253568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2253573.000000 Penalty: 4897.431152
	Iteration 36Q: 3 clusters Score -2253573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2253583.250000 Penalty: 4897.431152
	Iteration 37Q: 3 clusters Score -2253583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2253587.000000 Penalty: 4897.431152
	Iteration 38Q: 3 clusters Score -2253587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2253591.750000 Penalty: 4897.431152
	Iteration 39Q: 3 clusters Score -2253592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2253589.000000 Penalty: 4897.431152
	Iteration 40F: 3 clusters Score -2253589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2253594.750000 Penalty: 4897.431152
	Iteration 41Q: 3 clusters Score -2253595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2253600.750000 Penalty: 4897.431152
	Iteration 42Q: 3 clusters Score -2253601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2253608.250000 Penalty: 4897.431152
	Iteration 43Q: 3 clusters Score -2253608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2253620.250000 Penalty: 4897.431152
	Iteration 44Q: 3 clusters Score -2253620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2253623.000000 Penalty: 4897.431152
	Iteration 45Q: 3 clusters Score -2253623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2253631.000000 Penalty: 4897.431152
	Iteration 46Q: 3 clusters Score -2253631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2253637.750000 Penalty: 4897.431152
	Iteration 47Q: 3 clusters Score -2253638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2253647.000000 Penalty: 4897.431152
	Iteration 48Q: 3 clusters Score -2253647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2253645.750000 Penalty: 4897.431152
	Iteration 49Q: 3 clusters Score -2253646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2253645.000000 Penalty: 4897.431152
	Iteration 50Q: 3 clusters Score -2253645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2253655.500000 Penalty: 4897.431152
	Iteration 51Q: 3 clusters Score -2253656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2253651.250000 Penalty: 4897.431152
	Iteration 52Q: 3 clusters Score -2253651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2253662.500000 Penalty: 4897.431152
	Iteration 53Q: 3 clusters Score -2253662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2253665.000000 Penalty: 4897.431152
	Iteration 54Q: 3 clusters Score -2253665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2253668.000000 Penalty: 4897.431152
	Iteration 55Q: 3 clusters Score -2253668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2253681.000000 Penalty: 4897.431152
	Iteration 56Q: 3 clusters Score -2253681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2253702.000000 Penalty: 4897.431152
	Iteration 57Q: 3 clusters Score -2253702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2253734.000000 Penalty: 4897.431152
	Iteration 58Q: 3 clusters Score -2253734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2253776.000000 Penalty: 4897.431152
	Iteration 59Q: 3 clusters Score -2253776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2253824.750000 Penalty: 4897.431152
	Iteration 60F: 3 clusters Score -2253825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2253863.500000 Penalty: 4897.431152
	Iteration 61Q: 3 clusters Score -2253864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2253906.500000 Penalty: 4897.431152
	Iteration 62Q: 3 clusters Score -2253906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2253944.000000 Penalty: 4897.431152
	Iteration 63Q: 3 clusters Score -2253944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2253959.750000 Penalty: 4897.431152
	Iteration 64Q: 3 clusters Score -2253960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2253980.250000 Penalty: 4897.431152
	Iteration 65Q: 3 clusters Score -2253980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2253996.250000 Penalty: 4897.431152
	Iteration 66Q: 3 clusters Score -2253996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2254012.000000 Penalty: 4897.431152
	Iteration 67Q: 3 clusters Score -2254012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2254026.750000 Penalty: 4897.431152
	Iteration 68Q: 3 clusters Score -2254027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2254032.500000 Penalty: 4897.431152
	Iteration 69Q: 3 clusters Score -2254032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2254042.750000 Penalty: 4897.431152
	Iteration 70Q: 3 clusters Score -2254043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2254052.250000 Penalty: 4897.431152
	Iteration 71Q: 3 clusters Score -2254052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2254061.500000 Penalty: 4897.431152
	Iteration 72Q: 3 clusters Score -2254062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2254068.000000 Penalty: 4897.431152
	Iteration 73Q: 3 clusters Score -2254068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2254077.250000 Penalty: 4897.431152
	Iteration 74Q: 3 clusters Score -2254077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2254076.500000 Penalty: 4897.431152
	Iteration 75Q: 3 clusters Score -2254076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2254082.750000 Penalty: 4897.431152
	Iteration 76Q: 3 clusters Score -2254083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2254083.750000 Penalty: 4897.431152
	Iteration 77Q: 3 clusters Score -2254084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2254083.750000 Penalty: 4897.431152
	Iteration 78F: 3 clusters Score -2254084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Entering Unmasked Estep 
Score: -1652586.375000 Penalty: 2362.400146
	Iteration 0F: 2 clusters Score -1652586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1642570.375000 Penalty: 4724.800293
	Iteration 0F: 3 clusters Score -1642570 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1645597.750000 Penalty: 4724.800293
	Iteration 1F: 3 clusters Score -1645598 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1645904.125000 Penalty: 4724.800293
	Iteration 2F: 3 clusters Score -1645904 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1646142.875000 Penalty: 4724.800293
	Iteration 3Q: 3 clusters Score -1646143 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1646356.375000 Penalty: 4724.800293
	Iteration 4Q: 3 clusters Score -1646356 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1646569.500000 Penalty: 4724.800293
	Iteration 5Q: 3 clusters Score -1646570 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1646775.000000 Penalty: 4724.800293
	Iteration 6Q: 3 clusters Score -1646775 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1646996.375000 Penalty: 4724.800293
	Iteration 7Q: 3 clusters Score -1646996 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1647225.750000 Penalty: 4724.800293
	Iteration 8Q: 3 clusters Score -1647226 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1647462.000000 Penalty: 4724.800293
	Iteration 9Q: 3 clusters Score -1647462 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1647725.625000 Penalty: 4724.800293
	Iteration 10Q: 3 clusters Score -1647726 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1648013.250000 Penalty: 4724.800293
	Iteration 11Q: 3 clusters Score -1648013 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1648342.375000 Penalty: 4724.800293
	Iteration 12Q: 3 clusters Score -1648342 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1648689.250000 Penalty: 4724.800293
	Iteration 13Q: 3 clusters Score -1648689 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1649087.500000 Penalty: 4724.800293
	Iteration 14Q: 3 clusters Score -1649088 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1649436.375000 Penalty: 4724.800293
	Iteration 15Q: 3 clusters Score -1649436 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1649755.625000 Penalty: 4724.800293
	Iteration 16Q: 3 clusters Score -1649756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1650046.500000 Penalty: 4724.800293
	Iteration 17Q: 3 clusters Score -1650046 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1650232.000000 Penalty: 4724.800293
	Iteration 18Q: 3 clusters Score -1650232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1650350.875000 Penalty: 4724.800293
	Iteration 19Q: 3 clusters Score -1650351 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1650440.375000 Penalty: 4724.800293
	Iteration 20F: 3 clusters Score -1650440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1650497.125000 Penalty: 4724.800293
	Iteration 21Q: 3 clusters Score -1650497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1650534.875000 Penalty: 4724.800293
	Iteration 22Q: 3 clusters Score -1650535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1650556.125000 Penalty: 4724.800293
	Iteration 23Q: 3 clusters Score -1650556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1650577.250000 Penalty: 4724.800293
	Iteration 24Q: 3 clusters Score -1650577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1650594.000000 Penalty: 4724.800293
	Iteration 25Q: 3 clusters Score -1650594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1650604.250000 Penalty: 4724.800293
	Iteration 26Q: 3 clusters Score -1650604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1650610.500000 Penalty: 4724.800293
	Iteration 27Q: 3 clusters Score -1650610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1650617.375000 Penalty: 4724.800293
	Iteration 28Q: 3 clusters Score -1650617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1650630.250000 Penalty: 4724.800293
	Iteration 29Q: 3 clusters Score -1650630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1650631.875000 Penalty: 4724.800293
	Iteration 30Q: 3 clusters Score -1650632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1650632.375000 Penalty: 4724.800293
	Iteration 31Q: 3 clusters Score -1650632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1650631.500000 Penalty: 4724.800293
	Iteration 32Q: 3 clusters Score -1650632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1650633.625000 Penalty: 4724.800293
	Iteration 33Q: 3 clusters Score -1650634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1650633.625000 Penalty: 4724.800293
	Iteration 34F: 3 clusters Score -1650634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 31679 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 16124 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 169645 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 7954 members 
Mstep: Class 16 contains 20786 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 54445 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 167234 members 
Mstep: Class 22 contains 186252 members 
Mstep: Class 23 contains 31592 members 
Mstep: Class 24 contains 5223 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 13709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194512.000000 Penalty: 109917.796875
Iteration 79Q: 33 clusters Score -1.241945e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 22919 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 32120 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 3564 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 8 contains 3082 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 5110 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 15693 members 
Mstep: Class 13 contains 169862 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 7997 members 
Mstep: Class 16 contains 20799 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 5960 members 
Mstep: Class 19 contains 54464 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 167411 members 
Mstep: Class 22 contains 186408 members 
Mstep: Class 23 contains 31822 members 
Mstep: Class 24 contains 5231 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4867 members 
Mstep: Class 27 contains 22553 members 
Mstep: Class 28 contains 19619 members 
Mstep: Class 29 contains 13861 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 157384 members 
Mstep: Class 32 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196360.000000 Penalty: 109917.796875
Iteration 80F: 33 clusters Score -1.241964e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 22632 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 32057 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 15748 members 
Mstep: Class 13 contains 169835 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 7995 members 
Mstep: Class 16 contains 20776 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 54481 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 167500 members 
Mstep: Class 22 contains 185916 members 
Mstep: Class 23 contains 31947 members 
Mstep: Class 24 contains 5230 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 4873 members 
Mstep: Class 27 contains 22559 members 
Mstep: Class 28 contains 19732 members 
Mstep: Class 29 contains 13958 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 157586 members 
Mstep: Class 32 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124197256.000000 Penalty: 109917.796875
Iteration 81Q: 33 clusters Score -1.241973e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 22380 members 
Mstep: Class 3 contains 10077 members 
Mstep: Class 4 contains 31988 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 3568 members 
Mstep: Class 7 contains 15914 members 
Mstep: Class 8 contains 3161 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 15820 members 
Mstep: Class 13 contains 169806 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 8011 members 
Mstep: Class 16 contains 20764 members 
Mstep: Class 17 contains 4656 members 
Mstep: Class 18 contains 6534 members 
Mstep: Class 19 contains 54502 members 
Mstep: Class 20 contains 3592 members 
Mstep: Class 21 contains 167599 members 
Mstep: Class 22 contains 185422 members 
Mstep: Class 23 contains 32069 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 4874 members 
Mstep: Class 27 contains 22536 members 
Mstep: Class 28 contains 19868 members 
Mstep: Class 29 contains 14033 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 157627 members 
Mstep: Class 32 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124198272.000000 Penalty: 109917.796875
Iteration 82Q: 33 clusters Score -1.241983e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 22130 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 31874 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 15862 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5110 members 
Mstep: Class 11 contains 5721 members 
Mstep: Class 12 contains 15887 members 
Mstep: Class 13 contains 169806 members 
Mstep: Class 14 contains 8073 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 16 contains 20758 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 54518 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 167689 members 
Mstep: Class 22 contains 184887 members 
Mstep: Class 23 contains 32173 members 
Mstep: Class 24 contains 5253 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 22512 members 
Mstep: Class 28 contains 19992 members 
Mstep: Class 29 contains 14083 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 157725 members 
Mstep: Class 32 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124199152.000000 Penalty: 109917.796875
Iteration 83Q: 33 clusters Score -1.241992e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 21890 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 31738 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 15817 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 5724 members 
Mstep: Class 12 contains 15969 members 
Mstep: Class 13 contains 169835 members 
Mstep: Class 14 contains 8072 members 
Mstep: Class 15 contains 8019 members 
Mstep: Class 16 contains 20754 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 7298 members 
Mstep: Class 19 contains 54533 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 167792 members 
Mstep: Class 22 contains 184230 members 
Mstep: Class 23 contains 32291 members 
Mstep: Class 24 contains 5262 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 4885 members 
Mstep: Class 27 contains 22477 members 
Mstep: Class 28 contains 20107 members 
Mstep: Class 29 contains 14126 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 157921 members 
Mstep: Class 32 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124199032.000000 Penalty: 109917.796875
Iteration 84Q: 33 clusters Score -1.24199e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 21651 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 31537 members 
Mstep: Class 5 contains 6166 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3249 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 5733 members 
Mstep: Class 12 contains 16042 members 
Mstep: Class 13 contains 169847 members 
Mstep: Class 14 contains 8078 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 20754 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 54550 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 167876 members 
Mstep: Class 22 contains 183528 members 
Mstep: Class 23 contains 32375 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 20205 members 
Mstep: Class 29 contains 14176 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 158228 members 
Mstep: Class 32 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124200096.000000 Penalty: 109917.796875
Iteration 85Q: 33 clusters Score -1.242001e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 31259 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 15742 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 5739 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 13 contains 169880 members 
Mstep: Class 14 contains 8081 members 
Mstep: Class 15 contains 8064 members 
Mstep: Class 16 contains 20754 members 
Mstep: Class 17 contains 4658 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 54560 members 
Mstep: Class 20 contains 3651 members 
Mstep: Class 21 contains 167942 members 
Mstep: Class 22 contains 182840 members 
Mstep: Class 23 contains 32465 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 22409 members 
Mstep: Class 28 contains 20356 members 
Mstep: Class 29 contains 14215 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 158499 members 
Mstep: Class 32 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124200664.000000 Penalty: 109917.796875
Iteration 86Q: 33 clusters Score -1.242007e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 21209 members 
Mstep: Class 3 contains 10077 members 
Mstep: Class 4 contains 30914 members 
Mstep: Class 5 contains 6120 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 15710 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 5738 members 
Mstep: Class 12 contains 16207 members 
Mstep: Class 13 contains 169928 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 8091 members 
Mstep: Class 16 contains 20750 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 8653 members 
Mstep: Class 19 contains 54558 members 
Mstep: Class 20 contains 3664 members 
Mstep: Class 21 contains 168016 members 
Mstep: Class 22 contains 182205 members 
Mstep: Class 23 contains 32542 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 22349 members 
Mstep: Class 28 contains 20513 members 
Mstep: Class 29 contains 14245 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 158790 members 
Mstep: Class 32 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124201048.000000 Penalty: 109917.796875
Iteration 87Q: 33 clusters Score -1.24201e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 21003 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 30538 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 15681 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 5738 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 169975 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 20748 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 54562 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 168052 members 
Mstep: Class 22 contains 181550 members 
Mstep: Class 23 contains 32592 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 4897 members 
Mstep: Class 27 contains 22291 members 
Mstep: Class 28 contains 20685 members 
Mstep: Class 29 contains 14279 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 159171 members 
Mstep: Class 32 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124201776.000000 Penalty: 109917.796875
Iteration 88Q: 33 clusters Score -1.242018e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 20814 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 30184 members 
Mstep: Class 5 contains 6073 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 5740 members 
Mstep: Class 12 contains 16366 members 
Mstep: Class 13 contains 170028 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 15 contains 8143 members 
Mstep: Class 16 contains 20752 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 54570 members 
Mstep: Class 20 contains 3695 members 
Mstep: Class 21 contains 168076 members 
Mstep: Class 22 contains 180917 members 
Mstep: Class 23 contains 32663 members 
Mstep: Class 24 contains 5300 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 22228 members 
Mstep: Class 28 contains 20857 members 
Mstep: Class 29 contains 14271 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 159569 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124202176.000000 Penalty: 109917.796875
Iteration 89Q: 33 clusters Score -1.242022e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 20624 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 29760 members 
Mstep: Class 5 contains 6060 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 15587 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 5740 members 
Mstep: Class 12 contains 16427 members 
Mstep: Class 13 contains 170099 members 
Mstep: Class 14 contains 8101 members 
Mstep: Class 15 contains 8171 members 
Mstep: Class 16 contains 20751 members 
Mstep: Class 17 contains 4683 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 54576 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 168119 members 
Mstep: Class 22 contains 180233 members 
Mstep: Class 23 contains 32751 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 22166 members 
Mstep: Class 28 contains 21052 members 
Mstep: Class 29 contains 14254 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 160021 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124203016.000000 Penalty: 109917.796875
Iteration 90Q: 33 clusters Score -1.24203e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 20462 members 
Mstep: Class 3 contains 10077 members 
Mstep: Class 4 contains 29325 members 
Mstep: Class 5 contains 6024 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 15530 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 5745 members 
Mstep: Class 12 contains 16504 members 
Mstep: Class 13 contains 170155 members 
Mstep: Class 14 contains 8099 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 20754 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 54583 members 
Mstep: Class 20 contains 3727 members 
Mstep: Class 21 contains 168155 members 
Mstep: Class 22 contains 179547 members 
Mstep: Class 23 contains 32888 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 22085 members 
Mstep: Class 28 contains 21237 members 
Mstep: Class 29 contains 14246 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 160488 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124203816.000000 Penalty: 109917.796875
Iteration 91Q: 33 clusters Score -1.242038e+08 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 20289 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 28868 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 15488 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 5747 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 170171 members 
Mstep: Class 14 contains 8102 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 20751 members 
Mstep: Class 17 contains 4711 members 
Mstep: Class 18 contains 10627 members 
Mstep: Class 19 contains 54584 members 
Mstep: Class 20 contains 3746 members 
Mstep: Class 21 contains 168221 members 
Mstep: Class 22 contains 178892 members 
Mstep: Class 23 contains 32984 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 4907 members 
Mstep: Class 27 contains 22037 members 
Mstep: Class 28 contains 21422 members 
Mstep: Class 29 contains 14236 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 160989 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124204168.000000 Penalty: 109917.796875
Iteration 92Q: 33 clusters Score -1.242042e+08 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 20101 members 
Mstep: Class 3 contains 10074 members 
Mstep: Class 4 contains 28399 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 15446 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 16663 members 
Mstep: Class 13 contains 170219 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 20758 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 10994 members 
Mstep: Class 19 contains 54589 members 
Mstep: Class 20 contains 3765 members 
Mstep: Class 21 contains 168304 members 
Mstep: Class 22 contains 178241 members 
Mstep: Class 23 contains 33080 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 4906 members 
Mstep: Class 27 contains 21983 members 
Mstep: Class 28 contains 21589 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 161500 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124204280.000000 Penalty: 109917.796875
Iteration 93Q: 33 clusters Score -1.242043e+08 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 19922 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 27902 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 15399 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 5753 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 170275 members 
Mstep: Class 14 contains 8092 members 
Mstep: Class 15 contains 8284 members 
Mstep: Class 16 contains 20753 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 54594 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 168375 members 
Mstep: Class 22 contains 177586 members 
Mstep: Class 23 contains 33167 members 
Mstep: Class 24 contains 5372 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 21915 members 
Mstep: Class 28 contains 21743 members 
Mstep: Class 29 contains 14215 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 162052 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205024.000000 Penalty: 109917.796875
Iteration 94Q: 33 clusters Score -1.24205e+08 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 19747 members 
Mstep: Class 3 contains 10074 members 
Mstep: Class 4 contains 27376 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 15341 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 5754 members 
Mstep: Class 12 contains 16830 members 
Mstep: Class 13 contains 170311 members 
Mstep: Class 14 contains 8091 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 20752 members 
Mstep: Class 17 contains 4757 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 54602 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 168442 members 
Mstep: Class 22 contains 176953 members 
Mstep: Class 23 contains 33258 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 21837 members 
Mstep: Class 28 contains 21935 members 
Mstep: Class 29 contains 14182 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 162626 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205664.000000 Penalty: 109917.796875
Iteration 95Q: 33 clusters Score -1.242057e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 19573 members 
Mstep: Class 3 contains 10071 members 
Mstep: Class 4 contains 26828 members 
Mstep: Class 5 contains 5849 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 15275 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 5754 members 
Mstep: Class 12 contains 16939 members 
Mstep: Class 13 contains 170328 members 
Mstep: Class 14 contains 8086 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 20747 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 11956 members 
Mstep: Class 19 contains 54608 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 168496 members 
Mstep: Class 22 contains 176400 members 
Mstep: Class 23 contains 33346 members 
Mstep: Class 24 contains 5417 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 21724 members 
Mstep: Class 28 contains 22130 members 
Mstep: Class 29 contains 14154 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 163255 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206312.000000 Penalty: 109917.796875
Iteration 96Q: 33 clusters Score -1.242063e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 19376 members 
Mstep: Class 3 contains 10071 members 
Mstep: Class 4 contains 26251 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 5759 members 
Mstep: Class 12 contains 17020 members 
Mstep: Class 13 contains 170344 members 
Mstep: Class 14 contains 8084 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 20737 members 
Mstep: Class 17 contains 4789 members 
Mstep: Class 18 contains 12197 members 
Mstep: Class 19 contains 54617 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 168582 members 
Mstep: Class 22 contains 175838 members 
Mstep: Class 23 contains 33436 members 
Mstep: Class 24 contains 5442 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 4887 members 
Mstep: Class 27 contains 21627 members 
Mstep: Class 28 contains 22320 members 
Mstep: Class 29 contains 14127 members 
Mstep: Class 30 contains 439 members 
Mstep: Class 31 contains 163939 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206808.000000 Penalty: 109917.796875
Iteration 97Q: 33 clusters Score -1.242068e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 19215 members 
Mstep: Class 3 contains 10069 members 
Mstep: Class 4 contains 25751 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 15162 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 5770 members 
Mstep: Class 12 contains 17090 members 
Mstep: Class 13 contains 170369 members 
Mstep: Class 14 contains 8091 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 20725 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 12387 members 
Mstep: Class 19 contains 54625 members 
Mstep: Class 20 contains 3857 members 
Mstep: Class 21 contains 168642 members 
Mstep: Class 22 contains 175289 members 
Mstep: Class 23 contains 33527 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 21541 members 
Mstep: Class 28 contains 22492 members 
Mstep: Class 29 contains 14119 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 164569 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207048.000000 Penalty: 109917.796875
Iteration 98Q: 33 clusters Score -1.24207e+08 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 19048 members 
Mstep: Class 3 contains 10065 members 
Mstep: Class 4 contains 25262 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 3642 members 
Mstep: Class 7 contains 15086 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 5777 members 
Mstep: Class 12 contains 17155 members 
Mstep: Class 13 contains 170395 members 
Mstep: Class 14 contains 8095 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 20717 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 12554 members 
Mstep: Class 19 contains 54639 members 
Mstep: Class 20 contains 3878 members 
Mstep: Class 21 contains 168663 members 
Mstep: Class 22 contains 174813 members 
Mstep: Class 23 contains 33597 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 4874 members 
Mstep: Class 27 contains 21465 members 
Mstep: Class 28 contains 22640 members 
Mstep: Class 29 contains 14114 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 165203 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207160.000000 Penalty: 109917.796875
Iteration 99Q: 33 clusters Score -1.242072e+08 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 18876 members 
Mstep: Class 3 contains 10064 members 
Mstep: Class 4 contains 24833 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 3651 members 
Mstep: Class 7 contains 14964 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 17218 members 
Mstep: Class 13 contains 170423 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 15 contains 8449 members 
Mstep: Class 16 contains 20710 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 54640 members 
Mstep: Class 20 contains 3904 members 
Mstep: Class 21 contains 168720 members 
Mstep: Class 22 contains 174290 members 
Mstep: Class 23 contains 33659 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 21387 members 
Mstep: Class 28 contains 22809 members 
Mstep: Class 29 contains 14117 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 165815 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124208000.000000 Penalty: 109917.796875
Iteration 100F: 33 clusters Score -1.24208e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 18689 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 14835 members 
Mstep: Class 8 contains 4387 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 17293 members 
Mstep: Class 13 contains 170477 members 
Mstep: Class 14 contains 8095 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 20700 members 
Mstep: Class 17 contains 4854 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 54644 members 
Mstep: Class 20 contains 3924 members 
Mstep: Class 21 contains 168799 members 
Mstep: Class 22 contains 173720 members 
Mstep: Class 23 contains 33729 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 22967 members 
Mstep: Class 29 contains 14106 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 166441 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124208736.000000 Penalty: 109917.796875
Iteration 101Q: 33 clusters Score -1.242087e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 18496 members 
Mstep: Class 3 contains 10062 members 
Mstep: Class 4 contains 24015 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 3654 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 4535 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 17379 members 
Mstep: Class 13 contains 170526 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 15 contains 8531 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 12963 members 
Mstep: Class 19 contains 54653 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 168904 members 
Mstep: Class 22 contains 173136 members 
Mstep: Class 23 contains 33807 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 21183 members 
Mstep: Class 28 contains 23102 members 
Mstep: Class 29 contains 14089 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 167092 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209352.000000 Penalty: 109917.796875
Iteration 102Q: 33 clusters Score -1.242094e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 18276 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 23646 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 14531 members 
Mstep: Class 8 contains 4680 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 13 contains 170581 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 15 contains 8551 members 
Mstep: Class 16 contains 20687 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 13071 members 
Mstep: Class 19 contains 54661 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 169015 members 
Mstep: Class 22 contains 172539 members 
Mstep: Class 23 contains 33886 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4862 members 
Mstep: Class 27 contains 21099 members 
Mstep: Class 28 contains 23286 members 
Mstep: Class 29 contains 14078 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 167732 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209880.000000 Penalty: 109917.796875
Iteration 103Q: 33 clusters Score -1.242099e+08 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 18054 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 23351 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 14355 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 170645 members 
Mstep: Class 14 contains 8125 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 20676 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 13166 members 
Mstep: Class 19 contains 54674 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 169127 members 
Mstep: Class 22 contains 171903 members 
Mstep: Class 23 contains 33954 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 21022 members 
Mstep: Class 28 contains 23459 members 
Mstep: Class 29 contains 14072 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 168304 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211192.000000 Penalty: 109917.796875
Iteration 104Q: 33 clusters Score -1.242112e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 17847 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 23076 members 
Mstep: Class 5 contains 5645 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 14173 members 
Mstep: Class 8 contains 4991 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 17629 members 
Mstep: Class 13 contains 170694 members 
Mstep: Class 14 contains 8140 members 
Mstep: Class 15 contains 8600 members 
Mstep: Class 16 contains 20669 members 
Mstep: Class 17 contains 4959 members 
Mstep: Class 18 contains 13247 members 
Mstep: Class 19 contains 54678 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 169290 members 
Mstep: Class 22 contains 171263 members 
Mstep: Class 23 contains 34022 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 20939 members 
Mstep: Class 28 contains 23612 members 
Mstep: Class 29 contains 14077 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 168865 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211704.000000 Penalty: 109917.796875
Iteration 105Q: 33 clusters Score -1.242117e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 17642 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 22781 members 
Mstep: Class 5 contains 5612 members 
Mstep: Class 6 contains 3658 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5793 members 
Mstep: Class 12 contains 17718 members 
Mstep: Class 13 contains 170741 members 
Mstep: Class 14 contains 8173 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 20658 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 13326 members 
Mstep: Class 19 contains 54681 members 
Mstep: Class 20 contains 4038 members 
Mstep: Class 21 contains 169454 members 
Mstep: Class 22 contains 170660 members 
Mstep: Class 23 contains 34084 members 
Mstep: Class 24 contains 5601 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4877 members 
Mstep: Class 27 contains 20870 members 
Mstep: Class 28 contains 23771 members 
Mstep: Class 29 contains 14088 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 169389 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211672.000000 Penalty: 109917.796875
Iteration 106Q: 33 clusters Score -1.242117e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 17446 members 
Mstep: Class 3 contains 10060 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5201 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 170771 members 
Mstep: Class 14 contains 8209 members 
Mstep: Class 15 contains 8685 members 
Mstep: Class 16 contains 20653 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 13406 members 
Mstep: Class 19 contains 54680 members 
Mstep: Class 20 contains 4061 members 
Mstep: Class 21 contains 169640 members 
Mstep: Class 22 contains 170039 members 
Mstep: Class 23 contains 34149 members 
Mstep: Class 24 contains 5617 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4878 members 
Mstep: Class 27 contains 20838 members 
Mstep: Class 28 contains 23928 members 
Mstep: Class 29 contains 14093 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 169930 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212016.000000 Penalty: 109917.796875
Iteration 107Q: 33 clusters Score -1.24212e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 17284 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 22133 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 5252 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 17881 members 
Mstep: Class 13 contains 170814 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 20651 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 13477 members 
Mstep: Class 19 contains 54671 members 
Mstep: Class 20 contains 4095 members 
Mstep: Class 21 contains 169859 members 
Mstep: Class 22 contains 169531 members 
Mstep: Class 23 contains 34214 members 
Mstep: Class 24 contains 5637 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4875 members 
Mstep: Class 27 contains 20795 members 
Mstep: Class 28 contains 24056 members 
Mstep: Class 29 contains 14101 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 170331 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212192.000000 Penalty: 109917.796875
Iteration 108Q: 33 clusters Score -1.242122e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 17136 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 21797 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 3664 members 
Mstep: Class 7 contains 13545 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 17947 members 
Mstep: Class 13 contains 170844 members 
Mstep: Class 14 contains 8240 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 16 contains 20647 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 13556 members 
Mstep: Class 19 contains 54664 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 170096 members 
Mstep: Class 22 contains 169045 members 
Mstep: Class 23 contains 34270 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 20722 members 
Mstep: Class 28 contains 24227 members 
Mstep: Class 29 contains 14099 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 170678 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 33 clusters Score -1.242127e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 16984 members 
Mstep: Class 3 contains 10062 members 
Mstep: Class 4 contains 21492 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 13450 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 170837 members 
Mstep: Class 14 contains 8245 members 
Mstep: Class 15 contains 8769 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 54668 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 170308 members 
Mstep: Class 22 contains 168606 members 
Mstep: Class 23 contains 34337 members 
Mstep: Class 24 contains 5689 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4873 members 
Mstep: Class 27 contains 20652 members 
Mstep: Class 28 contains 24377 members 
Mstep: Class 29 contains 14097 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 171052 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124213040.000000 Penalty: 109917.796875
Iteration 110Q: 33 clusters Score -1.24213e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 16833 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 21182 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 3666 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 170843 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 20637 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 13663 members 
Mstep: Class 19 contains 54674 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 170515 members 
Mstep: Class 22 contains 168203 members 
Mstep: Class 23 contains 34405 members 
Mstep: Class 24 contains 5703 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4874 members 
Mstep: Class 27 contains 20575 members 
Mstep: Class 28 contains 24503 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 171401 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212944.000000 Penalty: 109917.796875
Iteration 111Q: 33 clusters Score -1.242129e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 16689 members 
Mstep: Class 3 contains 10062 members 
Mstep: Class 4 contains 20858 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 3670 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 18160 members 
Mstep: Class 13 contains 170857 members 
Mstep: Class 14 contains 8269 members 
Mstep: Class 15 contains 8813 members 
Mstep: Class 16 contains 20632 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 13721 members 
Mstep: Class 19 contains 54678 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 170714 members 
Mstep: Class 22 contains 167854 members 
Mstep: Class 23 contains 34470 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 20502 members 
Mstep: Class 28 contains 24629 members 
Mstep: Class 29 contains 14094 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 171714 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124213864.000000 Penalty: 109917.796875
Iteration 112Q: 33 clusters Score -1.242139e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 16518 members 
Mstep: Class 3 contains 10062 members 
Mstep: Class 4 contains 20566 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 3670 members 
Mstep: Class 7 contains 13155 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 18241 members 
Mstep: Class 13 contains 170892 members 
Mstep: Class 14 contains 8274 members 
Mstep: Class 15 contains 8839 members 
Mstep: Class 16 contains 20629 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 13771 members 
Mstep: Class 19 contains 54684 members 
Mstep: Class 20 contains 4235 members 
Mstep: Class 21 contains 170921 members 
Mstep: Class 22 contains 167512 members 
Mstep: Class 23 contains 34527 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 20426 members 
Mstep: Class 28 contains 24764 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 171987 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214232.000000 Penalty: 109917.796875
Iteration 113Q: 33 clusters Score -1.242142e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 16368 members 
Mstep: Class 3 contains 10064 members 
Mstep: Class 4 contains 20292 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 13062 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 5796 members 
Mstep: Class 12 contains 18313 members 
Mstep: Class 13 contains 170918 members 
Mstep: Class 14 contains 8272 members 
Mstep: Class 15 contains 8861 members 
Mstep: Class 16 contains 20629 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 13808 members 
Mstep: Class 19 contains 54688 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 171175 members 
Mstep: Class 22 contains 167207 members 
Mstep: Class 23 contains 34582 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 20359 members 
Mstep: Class 28 contains 24869 members 
Mstep: Class 29 contains 14086 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 172198 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214592.000000 Penalty: 109917.796875
Iteration 114Q: 33 clusters Score -1.242146e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 16237 members 
Mstep: Class 3 contains 10065 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 12986 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 12 contains 18380 members 
Mstep: Class 13 contains 170944 members 
Mstep: Class 14 contains 8269 members 
Mstep: Class 15 contains 8879 members 
Mstep: Class 16 contains 20624 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 13842 members 
Mstep: Class 19 contains 54695 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 171429 members 
Mstep: Class 22 contains 166891 members 
Mstep: Class 23 contains 34629 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 20302 members 
Mstep: Class 28 contains 24972 members 
Mstep: Class 29 contains 14082 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 172402 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215040.000000 Penalty: 109917.796875
Iteration 115Q: 33 clusters Score -1.24215e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 16096 members 
Mstep: Class 3 contains 10067 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 12929 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 18454 members 
Mstep: Class 13 contains 170985 members 
Mstep: Class 14 contains 8265 members 
Mstep: Class 15 contains 8903 members 
Mstep: Class 16 contains 20625 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 171677 members 
Mstep: Class 22 contains 166629 members 
Mstep: Class 23 contains 34678 members 
Mstep: Class 24 contains 5779 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 20234 members 
Mstep: Class 28 contains 25062 members 
Mstep: Class 29 contains 14076 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 172527 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215368.000000 Penalty: 109917.796875
Iteration 116Q: 33 clusters Score -1.242154e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 15958 members 
Mstep: Class 3 contains 10070 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 18539 members 
Mstep: Class 13 contains 171012 members 
Mstep: Class 14 contains 8265 members 
Mstep: Class 15 contains 8908 members 
Mstep: Class 16 contains 20625 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 13902 members 
Mstep: Class 19 contains 54713 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 171934 members 
Mstep: Class 22 contains 166357 members 
Mstep: Class 23 contains 34730 members 
Mstep: Class 24 contains 5785 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 20174 members 
Mstep: Class 28 contains 25166 members 
Mstep: Class 29 contains 14074 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 172703 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215424.000000 Penalty: 109917.796875
Iteration 117Q: 33 clusters Score -1.242154e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 15821 members 
Mstep: Class 3 contains 10070 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 12827 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 5809 members 
Mstep: Class 12 contains 18598 members 
Mstep: Class 13 contains 171056 members 
Mstep: Class 14 contains 8259 members 
Mstep: Class 15 contains 8921 members 
Mstep: Class 16 contains 20627 members 
Mstep: Class 17 contains 5222 members 
Mstep: Class 18 contains 13938 members 
Mstep: Class 19 contains 54715 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 172158 members 
Mstep: Class 22 contains 166081 members 
Mstep: Class 23 contains 34772 members 
Mstep: Class 24 contains 5785 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 20117 members 
Mstep: Class 28 contains 25276 members 
Mstep: Class 29 contains 14068 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 172869 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215440.000000 Penalty: 109917.796875
Iteration 118Q: 33 clusters Score -1.242154e+08 nChanged 1840
Entering ConstructFrom: 
Score: -124215440.000000 Penalty: 109917.796875
Entering ConstructFrom: 
Trying to split cluster 1 (27175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Entering Unmasked Estep 
Score: -3345652.000000 Penalty: 2532.093018
	Iteration 0F: 2 clusters Score -3345652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3326856.750000 Penalty: 5064.186035
	Iteration 0F: 3 clusters Score -3326857 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3333712.250000 Penalty: 5064.186035
	Iteration 1F: 3 clusters Score -3333712 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3334192.000000 Penalty: 5064.186035
	Iteration 2F: 3 clusters Score -3334192 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3334673.000000 Penalty: 5064.186035
	Iteration 3Q: 3 clusters Score -3334673 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3335218.000000 Penalty: 5064.186035
	Iteration 4Q: 3 clusters Score -3335218 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3335807.750000 Penalty: 5064.186035
	Iteration 5Q: 3 clusters Score -3335808 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3336414.000000 Penalty: 5064.186035
	Iteration 6Q: 3 clusters Score -3336414 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3336980.500000 Penalty: 5064.186035
	Iteration 7Q: 3 clusters Score -3336980 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3337578.000000 Penalty: 5064.186035
	Iteration 8Q: 3 clusters Score -3337578 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3338220.000000 Penalty: 5064.186035
	Iteration 9Q: 3 clusters Score -3338220 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3338791.000000 Penalty: 5064.186035
	Iteration 10Q: 3 clusters Score -3338791 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3339347.750000 Penalty: 5064.186035
	Iteration 11Q: 3 clusters Score -3339348 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3339893.250000 Penalty: 5064.186035
	Iteration 12Q: 3 clusters Score -3339893 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3340437.000000 Penalty: 5064.186035
	Iteration 13Q: 3 clusters Score -3340437 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3340984.500000 Penalty: 5064.186035
	Iteration 14Q: 3 clusters Score -3340984 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3341472.250000 Penalty: 5064.186035
	Iteration 15Q: 3 clusters Score -3341472 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3341891.500000 Penalty: 5064.186035
	Iteration 16Q: 3 clusters Score -3341892 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3342260.250000 Penalty: 5064.186035
	Iteration 17Q: 3 clusters Score -3342260 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3342608.000000 Penalty: 5064.186035
	Iteration 18Q: 3 clusters Score -3342608 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3342887.250000 Penalty: 5064.186035
	Iteration 19Q: 3 clusters Score -3342887 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3343071.500000 Penalty: 5064.186035
	Iteration 20F: 3 clusters Score -3343072 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3343186.750000 Penalty: 5064.186035
	Iteration 21Q: 3 clusters Score -3343187 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3343267.750000 Penalty: 5064.186035
	Iteration 22Q: 3 clusters Score -3343268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3343340.750000 Penalty: 5064.186035
	Iteration 23Q: 3 clusters Score -3343341 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3343382.250000 Penalty: 5064.186035
	Iteration 24Q: 3 clusters Score -3343382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3343422.750000 Penalty: 5064.186035
	Iteration 25Q: 3 clusters Score -3343423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3343449.750000 Penalty: 5064.186035
	Iteration 26Q: 3 clusters Score -3343450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3343476.500000 Penalty: 5064.186035
	Iteration 27Q: 3 clusters Score -3343476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3343489.500000 Penalty: 5064.186035
	Iteration 28Q: 3 clusters Score -3343490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3343506.750000 Penalty: 5064.186035
	Iteration 29Q: 3 clusters Score -3343507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3343504.500000 Penalty: 5064.186035
	Iteration 30Q: 3 clusters Score -3343504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3343509.000000 Penalty: 5064.186035
	Iteration 31Q: 3 clusters Score -3343509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3343520.250000 Penalty: 5064.186035
	Iteration 32Q: 3 clusters Score -3343520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3343530.000000 Penalty: 5064.186035
	Iteration 33Q: 3 clusters Score -3343530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3343534.750000 Penalty: 5064.186035
	Iteration 34Q: 3 clusters Score -3343535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3343545.500000 Penalty: 5064.186035
	Iteration 35Q: 3 clusters Score -3343546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3343550.500000 Penalty: 5064.186035
	Iteration 36Q: 3 clusters Score -3343550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3343552.500000 Penalty: 5064.186035
	Iteration 37Q: 3 clusters Score -3343552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3343552.500000 Penalty: 5064.186035
	Iteration 38Q: 3 clusters Score -3343552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3343553.250000 Penalty: 5064.186035
	Iteration 39Q: 3 clusters Score -3343553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3343553.250000 Penalty: 5064.186035
	Iteration 40F: 3 clusters Score -3343553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Entering Unmasked Estep 
Score: -1950249.750000 Penalty: 2395.920410
	Iteration 0F: 2 clusters Score -1950250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1938940.125000 Penalty: 4791.840820
	Iteration 0F: 3 clusters Score -1938940 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1942546.125000 Penalty: 4791.840820
	Iteration 1F: 3 clusters Score -1942546 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1942924.875000 Penalty: 4791.840820
	Iteration 2F: 3 clusters Score -1942925 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1943189.125000 Penalty: 4791.840820
	Iteration 3Q: 3 clusters Score -1943189 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1943368.500000 Penalty: 4791.840820
	Iteration 4Q: 3 clusters Score -1943368 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1943545.125000 Penalty: 4791.840820
	Iteration 5Q: 3 clusters Score -1943545 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1943738.625000 Penalty: 4791.840820
	Iteration 6Q: 3 clusters Score -1943739 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1943972.500000 Penalty: 4791.840820
	Iteration 7Q: 3 clusters Score -1943972 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1944281.500000 Penalty: 4791.840820
	Iteration 8Q: 3 clusters Score -1944282 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1944697.000000 Penalty: 4791.840820
	Iteration 9Q: 3 clusters Score -1944697 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1945295.125000 Penalty: 4791.840820
	Iteration 10F: 3 clusters Score -1945295 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1945995.125000 Penalty: 4791.840820
	Iteration 11F: 3 clusters Score -1945995 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1946662.625000 Penalty: 4791.840820
	Iteration 12Q: 3 clusters Score -1946663 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1947193.875000 Penalty: 4791.840820
	Iteration 13Q: 3 clusters Score -1947194 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1947545.625000 Penalty: 4791.840820
	Iteration 14Q: 3 clusters Score -1947546 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1947797.000000 Penalty: 4791.840820
	Iteration 15Q: 3 clusters Score -1947797 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1947957.125000 Penalty: 4791.840820
	Iteration 16Q: 3 clusters Score -1947957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1948047.625000 Penalty: 4791.840820
	Iteration 17Q: 3 clusters Score -1948048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1948118.625000 Penalty: 4791.840820
	Iteration 18Q: 3 clusters Score -1948119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1948159.125000 Penalty: 4791.840820
	Iteration 19Q: 3 clusters Score -1948159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1948173.625000 Penalty: 4791.840820
	Iteration 20F: 3 clusters Score -1948174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1948176.375000 Penalty: 4791.840820
	Iteration 21Q: 3 clusters Score -1948176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1948179.375000 Penalty: 4791.840820
	Iteration 22Q: 3 clusters Score -1948179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1948187.250000 Penalty: 4791.840820
	Iteration 23Q: 3 clusters Score -1948187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1948191.750000 Penalty: 4791.840820
	Iteration 24Q: 3 clusters Score -1948192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1948195.000000 Penalty: 4791.840820
	Iteration 25Q: 3 clusters Score -1948195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1948195.625000 Penalty: 4791.840820
	Iteration 26Q: 3 clusters Score -1948196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1948201.000000 Penalty: 4791.840820
	Iteration 27Q: 3 clusters Score -1948201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1948208.875000 Penalty: 4791.840820
	Iteration 28Q: 3 clusters Score -1948209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1948206.500000 Penalty: 4791.840820
	Iteration 29Q: 3 clusters Score -1948206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1948210.625000 Penalty: 4791.840820
	Iteration 30Q: 3 clusters Score -1948211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1948214.000000 Penalty: 4791.840820
	Iteration 31Q: 3 clusters Score -1948214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1948216.875000 Penalty: 4791.840820
	Iteration 32Q: 3 clusters Score -1948217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1948223.750000 Penalty: 4791.840820
	Iteration 33Q: 3 clusters Score -1948224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1948225.125000 Penalty: 4791.840820
	Iteration 34Q: 3 clusters Score -1948225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1948224.625000 Penalty: 4791.840820
	Iteration 35Q: 3 clusters Score -1948225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1948224.625000 Penalty: 4791.840820
	Iteration 36F: 3 clusters Score -1948225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -1229977.750000 Penalty: 2285.894287
	Iteration 0F: 2 clusters Score -1229978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1222261.250000 Penalty: 4571.788574
	Iteration 0F: 3 clusters Score -1222261 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1224491.625000 Penalty: 4571.788574
	Iteration 1F: 3 clusters Score -1224492 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1224793.125000 Penalty: 4571.788574
	Iteration 2F: 3 clusters Score -1224793 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1225004.750000 Penalty: 4571.788574
	Iteration 3F: 3 clusters Score -1225005 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1225170.375000 Penalty: 4571.788574
	Iteration 4Q: 3 clusters Score -1225170 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1225341.000000 Penalty: 4571.788574
	Iteration 5Q: 3 clusters Score -1225341 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1225503.875000 Penalty: 4571.788574
	Iteration 6Q: 3 clusters Score -1225504 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1225664.875000 Penalty: 4571.788574
	Iteration 7Q: 3 clusters Score -1225665 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1225804.250000 Penalty: 4571.788574
	Iteration 8Q: 3 clusters Score -1225804 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1225957.750000 Penalty: 4571.788574
	Iteration 9Q: 3 clusters Score -1225958 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1226171.375000 Penalty: 4571.788574
	Iteration 10Q: 3 clusters Score -1226171 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1226463.500000 Penalty: 4571.788574
	Iteration 11Q: 3 clusters Score -1226464 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1226836.750000 Penalty: 4571.788574
	Iteration 12F: 3 clusters Score -1226837 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1227180.500000 Penalty: 4571.788574
	Iteration 13Q: 3 clusters Score -1227180 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1227494.750000 Penalty: 4571.788574
	Iteration 14Q: 3 clusters Score -1227495 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1227759.000000 Penalty: 4571.788574
	Iteration 15Q: 3 clusters Score -1227759 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1227954.125000 Penalty: 4571.788574
	Iteration 16Q: 3 clusters Score -1227954 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1228071.375000 Penalty: 4571.788574
	Iteration 17Q: 3 clusters Score -1228071 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1228153.500000 Penalty: 4571.788574
	Iteration 18Q: 3 clusters Score -1228154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1228215.625000 Penalty: 4571.788574
	Iteration 19Q: 3 clusters Score -1228216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1228264.000000 Penalty: 4571.788574
	Iteration 20F: 3 clusters Score -1228264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1228293.875000 Penalty: 4571.788574
	Iteration 21Q: 3 clusters Score -1228294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1228320.000000 Penalty: 4571.788574
	Iteration 22Q: 3 clusters Score -1228320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1228339.500000 Penalty: 4571.788574
	Iteration 23Q: 3 clusters Score -1228340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1228348.500000 Penalty: 4571.788574
	Iteration 24Q: 3 clusters Score -1228348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1228356.125000 Penalty: 4571.788574
	Iteration 25Q: 3 clusters Score -1228356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1228359.375000 Penalty: 4571.788574
	Iteration 26Q: 3 clusters Score -1228359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1228364.875000 Penalty: 4571.788574
	Iteration 27Q: 3 clusters Score -1228365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1228371.625000 Penalty: 4571.788574
	Iteration 28Q: 3 clusters Score -1228372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1228373.250000 Penalty: 4571.788574
	Iteration 29Q: 3 clusters Score -1228373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1228375.875000 Penalty: 4571.788574
	Iteration 30Q: 3 clusters Score -1228376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1228381.750000 Penalty: 4571.788574
	Iteration 31Q: 3 clusters Score -1228382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1228387.875000 Penalty: 4571.788574
	Iteration 32Q: 3 clusters Score -1228388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1228392.625000 Penalty: 4571.788574
	Iteration 33Q: 3 clusters Score -1228393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1228397.375000 Penalty: 4571.788574
	Iteration 34Q: 3 clusters Score -1228397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1228401.625000 Penalty: 4571.788574
	Iteration 35Q: 3 clusters Score -1228402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1228405.875000 Penalty: 4571.788574
	Iteration 36Q: 3 clusters Score -1228406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1228413.500000 Penalty: 4571.788574
	Iteration 37Q: 3 clusters Score -1228414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1228419.625000 Penalty: 4571.788574
	Iteration 38Q: 3 clusters Score -1228420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1228424.250000 Penalty: 4571.788574
	Iteration 39Q: 3 clusters Score -1228424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1228429.625000 Penalty: 4571.788574
	Iteration 40F: 3 clusters Score -1228430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1228432.375000 Penalty: 4571.788574
	Iteration 41Q: 3 clusters Score -1228432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1228436.625000 Penalty: 4571.788574
	Iteration 42Q: 3 clusters Score -1228437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1228437.375000 Penalty: 4571.788574
	Iteration 43Q: 3 clusters Score -1228437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1228438.000000 Penalty: 4571.788574
	Iteration 44Q: 3 clusters Score -1228438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1228438.500000 Penalty: 4571.788574
	Iteration 45Q: 3 clusters Score -1228438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1228442.125000 Penalty: 4571.788574
	Iteration 46Q: 3 clusters Score -1228442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1228444.125000 Penalty: 4571.788574
	Iteration 47Q: 3 clusters Score -1228444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1228445.250000 Penalty: 4571.788574
	Iteration 48Q: 3 clusters Score -1228445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1228449.125000 Penalty: 4571.788574
	Iteration 49Q: 3 clusters Score -1228449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1228451.500000 Penalty: 4571.788574
	Iteration 50Q: 3 clusters Score -1228452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1228451.375000 Penalty: 4571.788574
	Iteration 51Q: 3 clusters Score -1228451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1228451.125000 Penalty: 4571.788574
	Iteration 52Q: 3 clusters Score -1228451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1228450.875000 Penalty: 4571.788574
	Iteration 53Q: 3 clusters Score -1228451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1228450.875000 Penalty: 4571.788574
	Iteration 54F: 3 clusters Score -1228451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Entering Unmasked Estep 
Score: -2474121.500000 Penalty: 2444.788818
	Iteration 0F: 2 clusters Score -2474122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2460620.000000 Penalty: 4889.577637
	Iteration 0F: 3 clusters Score -2460620 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2465040.500000 Penalty: 4889.577637
	Iteration 1F: 3 clusters Score -2465040 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2465332.250000 Penalty: 4889.577637
	Iteration 2Q: 3 clusters Score -2465332 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2465550.750000 Penalty: 4889.577637
	Iteration 3Q: 3 clusters Score -2465551 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2465720.750000 Penalty: 4889.577637
	Iteration 4Q: 3 clusters Score -2465721 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2465840.000000 Penalty: 4889.577637
	Iteration 5Q: 3 clusters Score -2465840 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2465956.000000 Penalty: 4889.577637
	Iteration 6Q: 3 clusters Score -2465956 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2466044.500000 Penalty: 4889.577637
	Iteration 7Q: 3 clusters Score -2466044 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2466142.000000 Penalty: 4889.577637
	Iteration 8Q: 3 clusters Score -2466142 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2466223.250000 Penalty: 4889.577637
	Iteration 9Q: 3 clusters Score -2466223 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2466328.750000 Penalty: 4889.577637
	Iteration 10Q: 3 clusters Score -2466329 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2466465.000000 Penalty: 4889.577637
	Iteration 11Q: 3 clusters Score -2466465 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2466626.500000 Penalty: 4889.577637
	Iteration 12Q: 3 clusters Score -2466626 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2466806.500000 Penalty: 4889.577637
	Iteration 13Q: 3 clusters Score -2466806 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2467024.750000 Penalty: 4889.577637
	Iteration 14Q: 3 clusters Score -2467025 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2467328.000000 Penalty: 4889.577637
	Iteration 15Q: 3 clusters Score -2467328 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2467735.750000 Penalty: 4889.577637
	Iteration 16Q: 3 clusters Score -2467736 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2468261.500000 Penalty: 4889.577637
	Iteration 17Q: 3 clusters Score -2468262 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2468873.000000 Penalty: 4889.577637
	Iteration 18Q: 3 clusters Score -2468873 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2469456.250000 Penalty: 4889.577637
	Iteration 19Q: 3 clusters Score -2469456 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2469949.500000 Penalty: 4889.577637
	Iteration 20F: 3 clusters Score -2469950 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2470340.000000 Penalty: 4889.577637
	Iteration 21Q: 3 clusters Score -2470340 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2470672.750000 Penalty: 4889.577637
	Iteration 22Q: 3 clusters Score -2470673 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2470981.500000 Penalty: 4889.577637
	Iteration 23Q: 3 clusters Score -2470982 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2471233.750000 Penalty: 4889.577637
	Iteration 24Q: 3 clusters Score -2471234 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2471418.000000 Penalty: 4889.577637
	Iteration 25Q: 3 clusters Score -2471418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2471549.250000 Penalty: 4889.577637
	Iteration 26Q: 3 clusters Score -2471549 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2471662.750000 Penalty: 4889.577637
	Iteration 27Q: 3 clusters Score -2471663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2471730.500000 Penalty: 4889.577637
	Iteration 28Q: 3 clusters Score -2471730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2471783.500000 Penalty: 4889.577637
	Iteration 29Q: 3 clusters Score -2471784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2471824.750000 Penalty: 4889.577637
	Iteration 30Q: 3 clusters Score -2471825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2471857.250000 Penalty: 4889.577637
	Iteration 31Q: 3 clusters Score -2471857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2471885.250000 Penalty: 4889.577637
	Iteration 32Q: 3 clusters Score -2471885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2471908.500000 Penalty: 4889.577637
	Iteration 33Q: 3 clusters Score -2471908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2471926.000000 Penalty: 4889.577637
	Iteration 34Q: 3 clusters Score -2471926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2471939.250000 Penalty: 4889.577637
	Iteration 35Q: 3 clusters Score -2471939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2471955.250000 Penalty: 4889.577637
	Iteration 36Q: 3 clusters Score -2471955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2471961.500000 Penalty: 4889.577637
	Iteration 37Q: 3 clusters Score -2471962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2471962.500000 Penalty: 4889.577637
	Iteration 38Q: 3 clusters Score -2471962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2471961.000000 Penalty: 4889.577637
	Iteration 39Q: 3 clusters Score -2471961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2471965.250000 Penalty: 4889.577637
	Iteration 40F: 3 clusters Score -2471965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2471965.000000 Penalty: 4889.577637
	Iteration 41Q: 3 clusters Score -2471965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2471965.000000 Penalty: 4889.577637
	Iteration 42F: 3 clusters Score -2471965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Entering Unmasked Estep 
Score: -617188.187500 Penalty: 2135.765381
	Iteration 0F: 2 clusters Score -617188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -612350.125000 Penalty: 4271.530762
	Iteration 0F: 3 clusters Score -612350.1 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -613643.187500 Penalty: 4271.530762
	Iteration 1F: 3 clusters Score -613643.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -613920.500000 Penalty: 4271.530762
	Iteration 2F: 3 clusters Score -613920.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -614094.000000 Penalty: 4271.530762
	Iteration 3F: 3 clusters Score -614094 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -614225.937500 Penalty: 4271.530762
	Iteration 4Q: 3 clusters Score -614225.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -614348.750000 Penalty: 4271.530762
	Iteration 5Q: 3 clusters Score -614348.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -614457.875000 Penalty: 4271.530762
	Iteration 6Q: 3 clusters Score -614457.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -614554.937500 Penalty: 4271.530762
	Iteration 7Q: 3 clusters Score -614554.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -614648.687500 Penalty: 4271.530762
	Iteration 8Q: 3 clusters Score -614648.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -614741.437500 Penalty: 4271.530762
	Iteration 9Q: 3 clusters Score -614741.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -614828.437500 Penalty: 4271.530762
	Iteration 10Q: 3 clusters Score -614828.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -614912.375000 Penalty: 4271.530762
	Iteration 11Q: 3 clusters Score -614912.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -614972.375000 Penalty: 4271.530762
	Iteration 12Q: 3 clusters Score -614972.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -615020.062500 Penalty: 4271.530762
	Iteration 13Q: 3 clusters Score -615020.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -615080.937500 Penalty: 4271.530762
	Iteration 14Q: 3 clusters Score -615080.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -615136.125000 Penalty: 4271.530762
	Iteration 15Q: 3 clusters Score -615136.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -615186.312500 Penalty: 4271.530762
	Iteration 16Q: 3 clusters Score -615186.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -615230.375000 Penalty: 4271.530762
	Iteration 17Q: 3 clusters Score -615230.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -615275.000000 Penalty: 4271.530762
	Iteration 18Q: 3 clusters Score -615275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -615325.437500 Penalty: 4271.530762
	Iteration 19Q: 3 clusters Score -615325.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -615362.375000 Penalty: 4271.530762
	Iteration 20F: 3 clusters Score -615362.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -615385.125000 Penalty: 4271.530762
	Iteration 21Q: 3 clusters Score -615385.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -615401.937500 Penalty: 4271.530762
	Iteration 22Q: 3 clusters Score -615401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -615418.812500 Penalty: 4271.530762
	Iteration 23Q: 3 clusters Score -615418.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -615435.062500 Penalty: 4271.530762
	Iteration 24Q: 3 clusters Score -615435.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -615446.312500 Penalty: 4271.530762
	Iteration 25Q: 3 clusters Score -615446.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -615458.187500 Penalty: 4271.530762
	Iteration 26Q: 3 clusters Score -615458.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -615473.812500 Penalty: 4271.530762
	Iteration 27Q: 3 clusters Score -615473.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -615492.812500 Penalty: 4271.530762
	Iteration 28Q: 3 clusters Score -615492.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -615509.375000 Penalty: 4271.530762
	Iteration 29Q: 3 clusters Score -615509.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -615523.687500 Penalty: 4271.530762
	Iteration 30Q: 3 clusters Score -615523.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -615535.750000 Penalty: 4271.530762
	Iteration 31Q: 3 clusters Score -615535.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -615544.500000 Penalty: 4271.530762
	Iteration 32Q: 3 clusters Score -615544.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -615550.937500 Penalty: 4271.530762
	Iteration 33Q: 3 clusters Score -615550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -615557.500000 Penalty: 4271.530762
	Iteration 34Q: 3 clusters Score -615557.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -615564.062500 Penalty: 4271.530762
	Iteration 35Q: 3 clusters Score -615564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -615563.875000 Penalty: 4271.530762
	Iteration 36Q: 3 clusters Score -615563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -615566.375000 Penalty: 4271.530762
	Iteration 37Q: 3 clusters Score -615566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -615568.812500 Penalty: 4271.530762
	Iteration 38Q: 3 clusters Score -615568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -615568.562500 Penalty: 4271.530762
	Iteration 39Q: 3 clusters Score -615568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -615567.437500 Penalty: 4271.530762
	Iteration 40F: 3 clusters Score -615567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -422504.843750 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -422504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -418787.406250 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -418787.4 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -419600.718750 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -419600.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -419861.218750 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -419861.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -420035.750000 Penalty: 4071.411621
	Iteration 3F: 3 clusters Score -420035.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -420163.406250 Penalty: 4071.411621
	Iteration 4Q: 3 clusters Score -420163.4 nChanged 120
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: -420254.093750 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -420254.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -420331.031250 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -420331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -420399.562500 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -420399.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -420472.250000 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -420472.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -420570.156250 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -420570.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -420704.187500 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -420704.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -420883.062500 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -420883.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -421077.656250 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -421077.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -421222.656250 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -421222.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -421315.906250 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -421315.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -421371.937500 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -421371.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -421403.031250 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -421403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -421427.281250 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -421427.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -421451.875000 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -421451.9 nChanged 37
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: -421477.062500 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -421477.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -421503.625000 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -421503.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -421526.781250 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -421526.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -421543.875000 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -421543.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -421561.125000 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -421561.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -421571.343750 Penalty: 4071.411621
	Iteration 24Q: 3 clusters Score -421571.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -421581.843750 Penalty: 4071.411621
	Iteration 25Q: 3 clusters Score -421581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -421588.437500 Penalty: 4071.411621
	Iteration 26Q: 3 clusters Score -421588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -421593.625000 Penalty: 4071.411621
	Iteration 27Q: 3 clusters Score -421593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -421599.718750 Penalty: 4071.411621
	Iteration 28Q: 3 clusters Score -421599.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -421603.125000 Penalty: 4071.411621
	Iteration 29Q: 3 clusters Score -421603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -421604.406250 Penalty: 4071.411621
	Iteration 30Q: 3 clusters Score -421604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -421606.312500 Penalty: 4071.411621
	Iteration 31Q: 3 clusters Score -421606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -421607.031250 Penalty: 4071.411621
	Iteration 32Q: 3 clusters Score -421607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -421607.500000 Penalty: 4071.411621
	Iteration 33Q: 3 clusters Score -421607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -421612.562500 Penalty: 4071.411621
	Iteration 34Q: 3 clusters Score -421612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -421612.562500 Penalty: 4071.411621
	Iteration 35F: 3 clusters Score -421612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Entering Unmasked Estep 
Score: -1521124.500000 Penalty: 2345.308350
	Iteration 0F: 2 clusters Score -1521124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1511706.250000 Penalty: 4690.616699
	Iteration 0F: 3 clusters Score -1511706 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1514708.875000 Penalty: 4690.616699
	Iteration 1F: 3 clusters Score -1514709 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1515185.125000 Penalty: 4690.616699
	Iteration 2F: 3 clusters Score -1515185 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1515567.625000 Penalty: 4690.616699
	Iteration 3F: 3 clusters Score -1515568 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1515933.875000 Penalty: 4690.616699
	Iteration 4F: 3 clusters Score -1515934 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1516322.000000 Penalty: 4690.616699
	Iteration 5F: 3 clusters Score -1516322 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1516719.250000 Penalty: 4690.616699
	Iteration 6F: 3 clusters Score -1516719 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1517100.875000 Penalty: 4690.616699
	Iteration 7Q: 3 clusters Score -1517101 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1517425.875000 Penalty: 4690.616699
	Iteration 8Q: 3 clusters Score -1517426 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1517740.500000 Penalty: 4690.616699
	Iteration 9Q: 3 clusters Score -1517740 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1518026.875000 Penalty: 4690.616699
	Iteration 10Q: 3 clusters Score -1518027 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1518288.750000 Penalty: 4690.616699
	Iteration 11Q: 3 clusters Score -1518289 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1518503.375000 Penalty: 4690.616699
	Iteration 12Q: 3 clusters Score -1518503 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1518648.375000 Penalty: 4690.616699
	Iteration 13Q: 3 clusters Score -1518648 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1518760.625000 Penalty: 4690.616699
	Iteration 14Q: 3 clusters Score -1518761 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1518840.500000 Penalty: 4690.616699
	Iteration 15Q: 3 clusters Score -1518840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1518912.875000 Penalty: 4690.616699
	Iteration 16Q: 3 clusters Score -1518913 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1518971.625000 Penalty: 4690.616699
	Iteration 17Q: 3 clusters Score -1518972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1519032.500000 Penalty: 4690.616699
	Iteration 18Q: 3 clusters Score -1519032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1519063.000000 Penalty: 4690.616699
	Iteration 19Q: 3 clusters Score -1519063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1519085.750000 Penalty: 4690.616699
	Iteration 20F: 3 clusters Score -1519086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1519100.625000 Penalty: 4690.616699
	Iteration 21Q: 3 clusters Score -1519101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1519123.250000 Penalty: 4690.616699
	Iteration 22Q: 3 clusters Score -1519123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1519140.000000 Penalty: 4690.616699
	Iteration 23Q: 3 clusters Score -1519140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1519165.750000 Penalty: 4690.616699
	Iteration 24Q: 3 clusters Score -1519166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1519184.250000 Penalty: 4690.616699
	Iteration 25Q: 3 clusters Score -1519184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1519195.000000 Penalty: 4690.616699
	Iteration 26Q: 3 clusters Score -1519195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1519199.500000 Penalty: 4690.616699
	Iteration 27Q: 3 clusters Score -1519200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1519200.375000 Penalty: 4690.616699
	Iteration 28Q: 3 clusters Score -1519200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1519204.625000 Penalty: 4690.616699
	Iteration 29Q: 3 clusters Score -1519205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1519209.625000 Penalty: 4690.616699
	Iteration 30Q: 3 clusters Score -1519210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1519212.625000 Penalty: 4690.616699
	Iteration 31Q: 3 clusters Score -1519213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1519217.250000 Penalty: 4690.616699
	Iteration 32Q: 3 clusters Score -1519217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1519220.500000 Penalty: 4690.616699
	Iteration 33Q: 3 clusters Score -1519220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1519229.125000 Penalty: 4690.616699
	Iteration 34Q: 3 clusters Score -1519229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1519234.000000 Penalty: 4690.616699
	Iteration 35Q: 3 clusters Score -1519234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1519234.625000 Penalty: 4690.616699
	Iteration 36Q: 3 clusters Score -1519235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1519235.750000 Penalty: 4690.616699
	Iteration 37Q: 3 clusters Score -1519236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1519237.625000 Penalty: 4690.616699
	Iteration 38Q: 3 clusters Score -1519238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1519239.375000 Penalty: 4690.616699
	Iteration 39Q: 3 clusters Score -1519239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1519241.125000 Penalty: 4690.616699
	Iteration 40F: 3 clusters Score -1519241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1519242.375000 Penalty: 4690.616699
	Iteration 41Q: 3 clusters Score -1519242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1519243.875000 Penalty: 4690.616699
	Iteration 42Q: 3 clusters Score -1519244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1519247.000000 Penalty: 4690.616699
	Iteration 43Q: 3 clusters Score -1519247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1519250.500000 Penalty: 4690.616699
	Iteration 44Q: 3 clusters Score -1519250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1519251.875000 Penalty: 4690.616699
	Iteration 45Q: 3 clusters Score -1519252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1519251.875000 Penalty: 4690.616699
	Iteration 46F: 3 clusters Score -1519252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -706453.750000 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -706453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -701351.125000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -701351.1 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -702686.500000 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -702686.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -702973.187500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -702973.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -703142.750000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -703142.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -703259.000000 Penalty: 4308.636719
	Iteration 4Q: 3 clusters Score -703259 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -703367.187500 Penalty: 4308.636719
	Iteration 5Q: 3 clusters Score -703367.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -703453.437500 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -703453.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -703556.062500 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -703556.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -703660.937500 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -703660.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -703751.062500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -703751.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -703831.687500 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -703831.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -703920.250000 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -703920.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -704028.000000 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -704028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -704146.937500 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -704146.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -704254.750000 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -704254.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -704359.562500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -704359.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -704443.000000 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -704443 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -704518.500000 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -704518.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -704573.562500 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -704573.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -704615.687500 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -704615.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -704653.625000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -704653.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -704696.500000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -704696.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -704730.312500 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -704730.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -704750.125000 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -704750.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -704772.312500 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -704772.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -704796.000000 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -704796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -704813.062500 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -704813.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -704830.375000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -704830.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -704847.875000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -704847.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -704865.500000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -704865.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -704883.875000 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -704883.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -704901.000000 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -704901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -704919.875000 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -704919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -704931.250000 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -704931.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -704941.937500 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -704941.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -704951.687500 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -704951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -704956.937500 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -704956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -704960.062500 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -704960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -704965.500000 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -704965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -704965.312500 Penalty: 4308.636719
	Iteration 39Q: 3 clusters Score -704965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -704965.187500 Penalty: 4308.636719
	Iteration 40F: 3 clusters Score -704965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -704967.500000 Penalty: 4308.636719
	Iteration 41Q: 3 clusters Score -704967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -704968.187500 Penalty: 4308.636719
	Iteration 42Q: 3 clusters Score -704968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -704969.125000 Penalty: 4308.636719
	Iteration 43Q: 3 clusters Score -704969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -704969.125000 Penalty: 4308.636719
	Iteration 44F: 3 clusters Score -704969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -121009.132812 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -121009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119036.953125 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -119037 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119436.164062 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -119436.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -119615.015625 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -119615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119763.531250 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -119763.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119930.125000 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -119930.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -120061.382812 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -120061.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -120132.562500 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -120132.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120206.828125 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -120206.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -120288.000000 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -120288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120390.148438 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -120390.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120488.921875 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -120488.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -120561.750000 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -120561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -120607.656250 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -120607.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -120652.046875 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -120652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120687.203125 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -120687.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -120727.484375 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -120727.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -120738.921875 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -120738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -120745.023438 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -120745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -120748.554688 Penalty: 3476.666748
	Iteration 18Q: 3 clusters Score -120748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -120753.000000 Penalty: 3476.666748
	Iteration 19Q: 3 clusters Score -120753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -120756.968750 Penalty: 3476.666748
	Iteration 20F: 3 clusters Score -120757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -120764.226562 Penalty: 3476.666748
	Iteration 21Q: 3 clusters Score -120764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120765.812500 Penalty: 3476.666748
	Iteration 22Q: 3 clusters Score -120765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120765.812500 Penalty: 3476.666748
	Iteration 23F: 3 clusters Score -120765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -612189.062500 Penalty: 2114.829834
	Iteration 0F: 2 clusters Score -612189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -607595.812500 Penalty: 4229.659668
	Iteration 0F: 3 clusters Score -607595.8 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -608689.687500 Penalty: 4229.659668
	Iteration 1F: 3 clusters Score -608689.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -608924.937500 Penalty: 4229.659668
	Iteration 2F: 3 clusters Score -608924.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -609065.312500 Penalty: 4229.659668
	Iteration 3F: 3 clusters Score -609065.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -609158.875000 Penalty: 4229.659668
	Iteration 4Q: 3 clusters Score -609158.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -609233.937500 Penalty: 4229.659668
	Iteration 5Q: 3 clusters Score -609233.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -609318.812500 Penalty: 4229.659668
	Iteration 6Q: 3 clusters Score -609318.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -609402.062500 Penalty: 4229.659668
	Iteration 7Q: 3 clusters Score -609402.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -609469.125000 Penalty: 4229.659668
	Iteration 8Q: 3 clusters Score -609469.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -609532.562500 Penalty: 4229.659668
	Iteration 9Q: 3 clusters Score -609532.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -609577.812500 Penalty: 4229.659668
	Iteration 10Q: 3 clusters Score -609577.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -609618.562500 Penalty: 4229.659668
	Iteration 11Q: 3 clusters Score -609618.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -609647.687500 Penalty: 4229.659668
	Iteration 12Q: 3 clusters Score -609647.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -609681.500000 Penalty: 4229.659668
	Iteration 13Q: 3 clusters Score -609681.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -609708.812500 Penalty: 4229.659668
	Iteration 14Q: 3 clusters Score -609708.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -609732.062500 Penalty: 4229.659668
	Iteration 15Q: 3 clusters Score -609732.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -609758.500000 Penalty: 4229.659668
	Iteration 16Q: 3 clusters Score -609758.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -609789.687500 Penalty: 4229.659668
	Iteration 17Q: 3 clusters Score -609789.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -609820.312500 Penalty: 4229.659668
	Iteration 18Q: 3 clusters Score -609820.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -609859.062500 Penalty: 4229.659668
	Iteration 19Q: 3 clusters Score -609859.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -609892.375000 Penalty: 4229.659668
	Iteration 20F: 3 clusters Score -609892.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -609923.687500 Penalty: 4229.659668
	Iteration 21Q: 3 clusters Score -609923.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -609961.437500 Penalty: 4229.659668
	Iteration 22Q: 3 clusters Score -609961.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -609985.875000 Penalty: 4229.659668
	Iteration 23Q: 3 clusters Score -609985.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -610015.375000 Penalty: 4229.659668
	Iteration 24Q: 3 clusters Score -610015.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -610045.687500 Penalty: 4229.659668
	Iteration 25Q: 3 clusters Score -610045.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -610086.375000 Penalty: 4229.659668
	Iteration 26Q: 3 clusters Score -610086.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -610125.500000 Penalty: 4229.659668
	Iteration 27Q: 3 clusters Score -610125.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -610169.375000 Penalty: 4229.659668
	Iteration 28Q: 3 clusters Score -610169.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -610215.500000 Penalty: 4229.659668
	Iteration 29Q: 3 clusters Score -610215.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -610259.375000 Penalty: 4229.659668
	Iteration 30Q: 3 clusters Score -610259.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -610298.437500 Penalty: 4229.659668
	Iteration 31Q: 3 clusters Score -610298.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -610351.750000 Penalty: 4229.659668
	Iteration 32Q: 3 clusters Score -610351.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -610414.500000 Penalty: 4229.659668
	Iteration 33Q: 3 clusters Score -610414.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -610493.812500 Penalty: 4229.659668
	Iteration 34Q: 3 clusters Score -610493.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -610579.875000 Penalty: 4229.659668
	Iteration 35Q: 3 clusters Score -610579.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -610645.437500 Penalty: 4229.659668
	Iteration 36Q: 3 clusters Score -610645.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -610691.062500 Penalty: 4229.659668
	Iteration 37Q: 3 clusters Score -610691.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -610732.437500 Penalty: 4229.659668
	Iteration 38Q: 3 clusters Score -610732.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -610764.250000 Penalty: 4229.659668
	Iteration 39Q: 3 clusters Score -610764.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -610782.375000 Penalty: 4229.659668
	Iteration 40F: 3 clusters Score -610782.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -610795.062500 Penalty: 4229.659668
	Iteration 41Q: 3 clusters Score -610795.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -610801.937500 Penalty: 4229.659668
	Iteration 42Q: 3 clusters Score -610801.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -610808.875000 Penalty: 4229.659668
	Iteration 43Q: 3 clusters Score -610808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -610814.750000 Penalty: 4229.659668
	Iteration 44Q: 3 clusters Score -610814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -610818.312500 Penalty: 4229.659668
	Iteration 45Q: 3 clusters Score -610818.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -610821.500000 Penalty: 4229.659668
	Iteration 46Q: 3 clusters Score -610821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -610820.812500 Penalty: 4229.659668
	Iteration 47Q: 3 clusters Score -610820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -610823.750000 Penalty: 4229.659668
	Iteration 48Q: 3 clusters Score -610823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -610826.312500 Penalty: 4229.659668
	Iteration 49Q: 3 clusters Score -610826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -610827.875000 Penalty: 4229.659668
	Iteration 50Q: 3 clusters Score -610827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -610831.562500 Penalty: 4229.659668
	Iteration 51Q: 3 clusters Score -610831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -610833.125000 Penalty: 4229.659668
	Iteration 52Q: 3 clusters Score -610833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -610833.375000 Penalty: 4229.659668
	Iteration 53Q: 3 clusters Score -610833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -610833.625000 Penalty: 4229.659668
	Iteration 54Q: 3 clusters Score -610833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -610833.625000 Penalty: 4229.659668
	Iteration 55F: 3 clusters Score -610833.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -701129.062500 Penalty: 2149.627441
	Iteration 0F: 2 clusters Score -701129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -696076.750000 Penalty: 4299.254883
	Iteration 0F: 3 clusters Score -696076.8 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -697385.812500 Penalty: 4299.254883
	Iteration 1F: 3 clusters Score -697385.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -697714.750000 Penalty: 4299.254883
	Iteration 2F: 3 clusters Score -697714.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -697957.000000 Penalty: 4299.254883
	Iteration 3F: 3 clusters Score -697957 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -698162.875000 Penalty: 4299.254883
	Iteration 4F: 3 clusters Score -698162.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -698348.000000 Penalty: 4299.254883
	Iteration 5Q: 3 clusters Score -698348 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -698512.937500 Penalty: 4299.254883
	Iteration 6Q: 3 clusters Score -698512.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -698654.187500 Penalty: 4299.254883
	Iteration 7Q: 3 clusters Score -698654.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -698777.750000 Penalty: 4299.254883
	Iteration 8Q: 3 clusters Score -698777.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -698904.062500 Penalty: 4299.254883
	Iteration 9Q: 3 clusters Score -698904.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -699030.937500 Penalty: 4299.254883
	Iteration 10Q: 3 clusters Score -699030.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -699128.312500 Penalty: 4299.254883
	Iteration 11Q: 3 clusters Score -699128.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -699208.125000 Penalty: 4299.254883
	Iteration 12Q: 3 clusters Score -699208.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -699299.750000 Penalty: 4299.254883
	Iteration 13Q: 3 clusters Score -699299.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -699365.875000 Penalty: 4299.254883
	Iteration 14Q: 3 clusters Score -699365.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -699427.812500 Penalty: 4299.254883
	Iteration 15Q: 3 clusters Score -699427.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -699482.750000 Penalty: 4299.254883
	Iteration 16Q: 3 clusters Score -699482.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -699520.875000 Penalty: 4299.254883
	Iteration 17Q: 3 clusters Score -699520.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -699548.812500 Penalty: 4299.254883
	Iteration 18Q: 3 clusters Score -699548.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -699577.000000 Penalty: 4299.254883
	Iteration 19Q: 3 clusters Score -699577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -699599.562500 Penalty: 4299.254883
	Iteration 20F: 3 clusters Score -699599.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -699620.000000 Penalty: 4299.254883
	Iteration 21Q: 3 clusters Score -699620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -699639.375000 Penalty: 4299.254883
	Iteration 22Q: 3 clusters Score -699639.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -699652.500000 Penalty: 4299.254883
	Iteration 23Q: 3 clusters Score -699652.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -699661.125000 Penalty: 4299.254883
	Iteration 24Q: 3 clusters Score -699661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -699666.812500 Penalty: 4299.254883
	Iteration 25Q: 3 clusters Score -699666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -699671.750000 Penalty: 4299.254883
	Iteration 26Q: 3 clusters Score -699671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -699676.000000 Penalty: 4299.254883
	Iteration 27Q: 3 clusters Score -699676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -699680.937500 Penalty: 4299.254883
	Iteration 28Q: 3 clusters Score -699680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -699682.625000 Penalty: 4299.254883
	Iteration 29Q: 3 clusters Score -699682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -699685.875000 Penalty: 4299.254883
	Iteration 30Q: 3 clusters Score -699685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -699689.187500 Penalty: 4299.254883
	Iteration 31Q: 3 clusters Score -699689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -699691.125000 Penalty: 4299.254883
	Iteration 32Q: 3 clusters Score -699691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -699692.562500 Penalty: 4299.254883
	Iteration 33Q: 3 clusters Score -699692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -699693.937500 Penalty: 4299.254883
	Iteration 34Q: 3 clusters Score -699693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -699695.312500 Penalty: 4299.254883
	Iteration 35Q: 3 clusters Score -699695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -699696.500000 Penalty: 4299.254883
	Iteration 36Q: 3 clusters Score -699696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -699696.750000 Penalty: 4299.254883
	Iteration 37Q: 3 clusters Score -699696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -699696.750000 Penalty: 4299.254883
	Iteration 38F: 3 clusters Score -699696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Entering Unmasked Estep 
Score: -2285713.000000 Penalty: 2438.932373
	Iteration 0F: 2 clusters Score -2285713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2272535.250000 Penalty: 4877.864746
	Iteration 0F: 3 clusters Score -2272535 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2277087.750000 Penalty: 4877.864746
	Iteration 1F: 3 clusters Score -2277088 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2277698.750000 Penalty: 4877.864746
	Iteration 2F: 3 clusters Score -2277699 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2278257.000000 Penalty: 4877.864746
	Iteration 3F: 3 clusters Score -2278257 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2278837.250000 Penalty: 4877.864746
	Iteration 4F: 3 clusters Score -2278837 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2279404.750000 Penalty: 4877.864746
	Iteration 5F: 3 clusters Score -2279405 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2280013.750000 Penalty: 4877.864746
	Iteration 6F: 3 clusters Score -2280014 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2280604.000000 Penalty: 4877.864746
	Iteration 7F: 3 clusters Score -2280604 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2281156.000000 Penalty: 4877.864746
	Iteration 8Q: 3 clusters Score -2281156 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2281638.000000 Penalty: 4877.864746
	Iteration 9Q: 3 clusters Score -2281638 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2282058.000000 Penalty: 4877.864746
	Iteration 10Q: 3 clusters Score -2282058 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2282420.250000 Penalty: 4877.864746
	Iteration 11Q: 3 clusters Score -2282420 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2282726.750000 Penalty: 4877.864746
	Iteration 12Q: 3 clusters Score -2282727 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2282948.500000 Penalty: 4877.864746
	Iteration 13Q: 3 clusters Score -2282948 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2283094.000000 Penalty: 4877.864746
	Iteration 14Q: 3 clusters Score -2283094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2283206.500000 Penalty: 4877.864746
	Iteration 15Q: 3 clusters Score -2283206 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2283284.750000 Penalty: 4877.864746
	Iteration 16Q: 3 clusters Score -2283285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2283340.250000 Penalty: 4877.864746
	Iteration 17Q: 3 clusters Score -2283340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2283394.000000 Penalty: 4877.864746
	Iteration 18Q: 3 clusters Score -2283394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2283430.750000 Penalty: 4877.864746
	Iteration 19Q: 3 clusters Score -2283431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2283473.250000 Penalty: 4877.864746
	Iteration 20F: 3 clusters Score -2283473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2283499.750000 Penalty: 4877.864746
	Iteration 21Q: 3 clusters Score -2283500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2283524.250000 Penalty: 4877.864746
	Iteration 22Q: 3 clusters Score -2283524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2283541.750000 Penalty: 4877.864746
	Iteration 23Q: 3 clusters Score -2283542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2283558.000000 Penalty: 4877.864746
	Iteration 24Q: 3 clusters Score -2283558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2283567.000000 Penalty: 4877.864746
	Iteration 25Q: 3 clusters Score -2283567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2283582.500000 Penalty: 4877.864746
	Iteration 26Q: 3 clusters Score -2283582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2283605.250000 Penalty: 4877.864746
	Iteration 27Q: 3 clusters Score -2283605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2283621.000000 Penalty: 4877.864746
	Iteration 28Q: 3 clusters Score -2283621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2283640.750000 Penalty: 4877.864746
	Iteration 29Q: 3 clusters Score -2283641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2283659.000000 Penalty: 4877.864746
	Iteration 30Q: 3 clusters Score -2283659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2283674.750000 Penalty: 4877.864746
	Iteration 31Q: 3 clusters Score -2283675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2283691.000000 Penalty: 4877.864746
	Iteration 32Q: 3 clusters Score -2283691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2283696.500000 Penalty: 4877.864746
	Iteration 33Q: 3 clusters Score -2283696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2283707.500000 Penalty: 4877.864746
	Iteration 34Q: 3 clusters Score -2283708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2283713.500000 Penalty: 4877.864746
	Iteration 35Q: 3 clusters Score -2283714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2283711.250000 Penalty: 4877.864746
	Iteration 36Q: 3 clusters Score -2283711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2283713.000000 Penalty: 4877.864746
	Iteration 37Q: 3 clusters Score -2283713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2283716.750000 Penalty: 4877.864746
	Iteration 38Q: 3 clusters Score -2283717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2283719.250000 Penalty: 4877.864746
	Iteration 39Q: 3 clusters Score -2283719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2283721.500000 Penalty: 4877.864746
	Iteration 40F: 3 clusters Score -2283722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2283723.250000 Penalty: 4877.864746
	Iteration 41Q: 3 clusters Score -2283723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2283728.500000 Penalty: 4877.864746
	Iteration 42Q: 3 clusters Score -2283728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2283731.000000 Penalty: 4877.864746
	Iteration 43Q: 3 clusters Score -2283731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2283731.000000 Penalty: 4877.864746
	Iteration 44F: 3 clusters Score -2283731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (171090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Entering Unmasked Estep 
Score: -20835390.000000 Penalty: 2988.386230
	Iteration 0F: 2 clusters Score -2.083539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -20721944.000000 Penalty: 5976.772461
	Iteration 0F: 3 clusters Score -2.072194e+07 nChanged 82384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -20771476.000000 Penalty: 5976.772461
	Iteration 1F: 3 clusters Score -2.077148e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -20773446.000000 Penalty: 5976.772461
	Iteration 2Q: 3 clusters Score -2.077345e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -20776350.000000 Penalty: 5976.772461
	Iteration 3Q: 3 clusters Score -2.077635e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -20780276.000000 Penalty: 5976.772461
	Iteration 4Q: 3 clusters Score -2.078028e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -20785580.000000 Penalty: 5976.772461
	Iteration 5F: 3 clusters Score -2.078558e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -20792784.000000 Penalty: 5976.772461
	Iteration 6F: 3 clusters Score -2.079278e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130627 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -20801438.000000 Penalty: 5976.772461
	Iteration 7F: 3 clusters Score -2.080144e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -20810160.000000 Penalty: 5976.772461
	Iteration 8F: 3 clusters Score -2.081016e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -20817798.000000 Penalty: 5976.772461
	Iteration 9F: 3 clusters Score -2.08178e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157658 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -20823478.000000 Penalty: 5976.772461
	Iteration 10Q: 3 clusters Score -2.082348e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -20827402.000000 Penalty: 5976.772461
	Iteration 11Q: 3 clusters Score -2.08274e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166368 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -20829802.000000 Penalty: 5976.772461
	Iteration 12Q: 3 clusters Score -2.08298e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -20831236.000000 Penalty: 5976.772461
	Iteration 13Q: 3 clusters Score -2.083124e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169611 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20831934.000000 Penalty: 5976.772461
	Iteration 14Q: 3 clusters Score -2.083193e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170163 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20832284.000000 Penalty: 5976.772461
	Iteration 15Q: 3 clusters Score -2.083228e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -20832502.000000 Penalty: 5976.772461
	Iteration 16Q: 3 clusters Score -2.08325e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170557 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20832624.000000 Penalty: 5976.772461
	Iteration 17Q: 3 clusters Score -2.083262e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20832690.000000 Penalty: 5976.772461
	Iteration 18Q: 3 clusters Score -2.083269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170666 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20832700.000000 Penalty: 5976.772461
	Iteration 19Q: 3 clusters Score -2.08327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -20832726.000000 Penalty: 5976.772461
	Iteration 20F: 3 clusters Score -2.083273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170701 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20832744.000000 Penalty: 5976.772461
	Iteration 21Q: 3 clusters Score -2.083274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170714 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20832758.000000 Penalty: 5976.772461
	Iteration 22Q: 3 clusters Score -2.083276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20832778.000000 Penalty: 5976.772461
	Iteration 23Q: 3 clusters Score -2.083278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -20832790.000000 Penalty: 5976.772461
	Iteration 24Q: 3 clusters Score -2.083279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170743 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20832794.000000 Penalty: 5976.772461
	Iteration 25Q: 3 clusters Score -2.083279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20832810.000000 Penalty: 5976.772461
	Iteration 26Q: 3 clusters Score -2.083281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20832818.000000 Penalty: 5976.772461
	Iteration 27Q: 3 clusters Score -2.083282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20832818.000000 Penalty: 5976.772461
	Iteration 28Q: 3 clusters Score -2.083282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20832818.000000 Penalty: 5976.772461
	Iteration 29F: 3 clusters Score -2.083282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Entering Unmasked Estep 
Score: -985999.125000 Penalty: 2236.756836
	Iteration 0F: 2 clusters Score -985999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -979448.437500 Penalty: 4473.513672
	Iteration 0F: 3 clusters Score -979448.4 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -981243.500000 Penalty: 4473.513672
	Iteration 1F: 3 clusters Score -981243.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -981498.187500 Penalty: 4473.513672
	Iteration 2F: 3 clusters Score -981498.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -981647.625000 Penalty: 4473.513672
	Iteration 3Q: 3 clusters Score -981647.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -981754.812500 Penalty: 4473.513672
	Iteration 4Q: 3 clusters Score -981754.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -981835.250000 Penalty: 4473.513672
	Iteration 5Q: 3 clusters Score -981835.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -981921.375000 Penalty: 4473.513672
	Iteration 6Q: 3 clusters Score -981921.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -981991.125000 Penalty: 4473.513672
	Iteration 7Q: 3 clusters Score -981991.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -982049.875000 Penalty: 4473.513672
	Iteration 8Q: 3 clusters Score -982049.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -982098.937500 Penalty: 4473.513672
	Iteration 9Q: 3 clusters Score -982098.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -982140.125000 Penalty: 4473.513672
	Iteration 10Q: 3 clusters Score -982140.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -982182.000000 Penalty: 4473.513672
	Iteration 11Q: 3 clusters Score -982182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -982218.812500 Penalty: 4473.513672
	Iteration 12Q: 3 clusters Score -982218.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -982255.687500 Penalty: 4473.513672
	Iteration 13Q: 3 clusters Score -982255.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -982300.937500 Penalty: 4473.513672
	Iteration 14Q: 3 clusters Score -982300.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -982343.062500 Penalty: 4473.513672
	Iteration 15Q: 3 clusters Score -982343.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -982378.125000 Penalty: 4473.513672
	Iteration 16Q: 3 clusters Score -982378.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -982418.625000 Penalty: 4473.513672
	Iteration 17Q: 3 clusters Score -982418.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -982469.437500 Penalty: 4473.513672
	Iteration 18Q: 3 clusters Score -982469.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -982535.250000 Penalty: 4473.513672
	Iteration 19Q: 3 clusters Score -982535.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -982589.625000 Penalty: 4473.513672
	Iteration 20F: 3 clusters Score -982589.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -982647.187500 Penalty: 4473.513672
	Iteration 21Q: 3 clusters Score -982647.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -982704.312500 Penalty: 4473.513672
	Iteration 22Q: 3 clusters Score -982704.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -982765.062500 Penalty: 4473.513672
	Iteration 23Q: 3 clusters Score -982765.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -982862.187500 Penalty: 4473.513672
	Iteration 24Q: 3 clusters Score -982862.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -982942.312500 Penalty: 4473.513672
	Iteration 25Q: 3 clusters Score -982942.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -983018.187500 Penalty: 4473.513672
	Iteration 26Q: 3 clusters Score -983018.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -983090.750000 Penalty: 4473.513672
	Iteration 27Q: 3 clusters Score -983090.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -983150.812500 Penalty: 4473.513672
	Iteration 28Q: 3 clusters Score -983150.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -983218.937500 Penalty: 4473.513672
	Iteration 29Q: 3 clusters Score -983218.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -983290.187500 Penalty: 4473.513672
	Iteration 30Q: 3 clusters Score -983290.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -983349.687500 Penalty: 4473.513672
	Iteration 31Q: 3 clusters Score -983349.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -983389.250000 Penalty: 4473.513672
	Iteration 32Q: 3 clusters Score -983389.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -983420.187500 Penalty: 4473.513672
	Iteration 33Q: 3 clusters Score -983420.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -983440.375000 Penalty: 4473.513672
	Iteration 34Q: 3 clusters Score -983440.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -983456.312500 Penalty: 4473.513672
	Iteration 35Q: 3 clusters Score -983456.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -983474.375000 Penalty: 4473.513672
	Iteration 36Q: 3 clusters Score -983474.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -983490.312500 Penalty: 4473.513672
	Iteration 37Q: 3 clusters Score -983490.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -983506.937500 Penalty: 4473.513672
	Iteration 38Q: 3 clusters Score -983506.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -983518.375000 Penalty: 4473.513672
	Iteration 39Q: 3 clusters Score -983518.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -983528.937500 Penalty: 4473.513672
	Iteration 40F: 3 clusters Score -983528.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -983539.875000 Penalty: 4473.513672
	Iteration 41Q: 3 clusters Score -983539.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -983551.250000 Penalty: 4473.513672
	Iteration 42Q: 3 clusters Score -983551.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -983559.687500 Penalty: 4473.513672
	Iteration 43Q: 3 clusters Score -983559.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -983566.375000 Penalty: 4473.513672
	Iteration 44Q: 3 clusters Score -983566.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -983579.187500 Penalty: 4473.513672
	Iteration 45Q: 3 clusters Score -983579.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -983586.125000 Penalty: 4473.513672
	Iteration 46Q: 3 clusters Score -983586.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -983594.062500 Penalty: 4473.513672
	Iteration 47Q: 3 clusters Score -983594.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -983597.812500 Penalty: 4473.513672
	Iteration 48Q: 3 clusters Score -983597.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -983604.687500 Penalty: 4473.513672
	Iteration 49Q: 3 clusters Score -983604.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -983609.750000 Penalty: 4473.513672
	Iteration 50Q: 3 clusters Score -983609.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -983613.187500 Penalty: 4473.513672
	Iteration 51Q: 3 clusters Score -983613.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -983619.812500 Penalty: 4473.513672
	Iteration 52Q: 3 clusters Score -983619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -983618.812500 Penalty: 4473.513672
	Iteration 53Q: 3 clusters Score -983618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -983622.125000 Penalty: 4473.513672
	Iteration 54Q: 3 clusters Score -983622.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -983626.937500 Penalty: 4473.513672
	Iteration 55Q: 3 clusters Score -983626.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -983631.062500 Penalty: 4473.513672
	Iteration 56Q: 3 clusters Score -983631.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -983635.750000 Penalty: 4473.513672
	Iteration 57Q: 3 clusters Score -983635.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -983639.125000 Penalty: 4473.513672
	Iteration 58Q: 3 clusters Score -983639.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -983643.000000 Penalty: 4473.513672
	Iteration 59Q: 3 clusters Score -983643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -983644.062500 Penalty: 4473.513672
	Iteration 60F: 3 clusters Score -983644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -983649.562500 Penalty: 4473.513672
	Iteration 61Q: 3 clusters Score -983649.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -983653.187500 Penalty: 4473.513672
	Iteration 62Q: 3 clusters Score -983653.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -983659.187500 Penalty: 4473.513672
	Iteration 63Q: 3 clusters Score -983659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -983659.625000 Penalty: 4473.513672
	Iteration 64Q: 3 clusters Score -983659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -983665.812500 Penalty: 4473.513672
	Iteration 65Q: 3 clusters Score -983665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -983671.125000 Penalty: 4473.513672
	Iteration 66Q: 3 clusters Score -983671.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -983675.750000 Penalty: 4473.513672
	Iteration 67Q: 3 clusters Score -983675.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -983685.000000 Penalty: 4473.513672
	Iteration 68Q: 3 clusters Score -983685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -983690.625000 Penalty: 4473.513672
	Iteration 69Q: 3 clusters Score -983690.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -983699.687500 Penalty: 4473.513672
	Iteration 70Q: 3 clusters Score -983699.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -983708.250000 Penalty: 4473.513672
	Iteration 71Q: 3 clusters Score -983708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -983707.875000 Penalty: 4473.513672
	Iteration 72Q: 3 clusters Score -983707.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -983709.750000 Penalty: 4473.513672
	Iteration 73Q: 3 clusters Score -983709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -983712.312500 Penalty: 4473.513672
	Iteration 74Q: 3 clusters Score -983712.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -983718.000000 Penalty: 4473.513672
	Iteration 75Q: 3 clusters Score -983718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -983725.500000 Penalty: 4473.513672
	Iteration 76Q: 3 clusters Score -983725.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -983731.312500 Penalty: 4473.513672
	Iteration 77Q: 3 clusters Score -983731.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -983737.312500 Penalty: 4473.513672
	Iteration 78Q: 3 clusters Score -983737.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -983744.750000 Penalty: 4473.513672
	Iteration 79Q: 3 clusters Score -983744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -983746.937500 Penalty: 4473.513672
	Iteration 80F: 3 clusters Score -983746.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -983753.562500 Penalty: 4473.513672
	Iteration 81Q: 3 clusters Score -983753.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -983758.375000 Penalty: 4473.513672
	Iteration 82Q: 3 clusters Score -983758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -983760.812500 Penalty: 4473.513672
	Iteration 83Q: 3 clusters Score -983760.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -983761.937500 Penalty: 4473.513672
	Iteration 84Q: 3 clusters Score -983761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -983761.437500 Penalty: 4473.513672
	Iteration 85Q: 3 clusters Score -983761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -983764.375000 Penalty: 4473.513672
	Iteration 86Q: 3 clusters Score -983764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -983764.062500 Penalty: 4473.513672
	Iteration 87Q: 3 clusters Score -983764.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -983766.312500 Penalty: 4473.513672
	Iteration 88Q: 3 clusters Score -983766.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -983771.250000 Penalty: 4473.513672
	Iteration 89Q: 3 clusters Score -983771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -983774.437500 Penalty: 4473.513672
	Iteration 90Q: 3 clusters Score -983774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -983776.625000 Penalty: 4473.513672
	Iteration 91Q: 3 clusters Score -983776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -983779.187500 Penalty: 4473.513672
	Iteration 92Q: 3 clusters Score -983779.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -983780.125000 Penalty: 4473.513672
	Iteration 93Q: 3 clusters Score -983780.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -983782.750000 Penalty: 4473.513672
	Iteration 94Q: 3 clusters Score -983782.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -983786.375000 Penalty: 4473.513672
	Iteration 95Q: 3 clusters Score -983786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -983792.875000 Penalty: 4473.513672
	Iteration 96Q: 3 clusters Score -983792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -983794.562500 Penalty: 4473.513672
	Iteration 97Q: 3 clusters Score -983794.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -983794.437500 Penalty: 4473.513672
	Iteration 98Q: 3 clusters Score -983794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -983796.812500 Penalty: 4473.513672
	Iteration 99Q: 3 clusters Score -983796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -983797.750000 Penalty: 4473.513672
	Iteration 100F: 3 clusters Score -983797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -983801.625000 Penalty: 4473.513672
	Iteration 101Q: 3 clusters Score -983801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -983806.062500 Penalty: 4473.513672
	Iteration 102Q: 3 clusters Score -983806.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -983809.812500 Penalty: 4473.513672
	Iteration 103Q: 3 clusters Score -983809.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -983811.125000 Penalty: 4473.513672
	Iteration 104Q: 3 clusters Score -983811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -983815.812500 Penalty: 4473.513672
	Iteration 105Q: 3 clusters Score -983815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -983817.312500 Penalty: 4473.513672
	Iteration 106Q: 3 clusters Score -983817.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -983819.937500 Penalty: 4473.513672
	Iteration 107Q: 3 clusters Score -983819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -983819.125000 Penalty: 4473.513672
	Iteration 108Q: 3 clusters Score -983819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -983824.250000 Penalty: 4473.513672
	Iteration 109Q: 3 clusters Score -983824.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -983826.750000 Penalty: 4473.513672
	Iteration 110Q: 3 clusters Score -983826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -983830.187500 Penalty: 4473.513672
	Iteration 111Q: 3 clusters Score -983830.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -983831.750000 Penalty: 4473.513672
	Iteration 112Q: 3 clusters Score -983831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -983835.750000 Penalty: 4473.513672
	Iteration 113Q: 3 clusters Score -983835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -983841.875000 Penalty: 4473.513672
	Iteration 114Q: 3 clusters Score -983841.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -983846.937500 Penalty: 4473.513672
	Iteration 115Q: 3 clusters Score -983846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -983853.375000 Penalty: 4473.513672
	Iteration 116Q: 3 clusters Score -983853.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -983859.250000 Penalty: 4473.513672
	Iteration 117Q: 3 clusters Score -983859.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -983867.187500 Penalty: 4473.513672
	Iteration 118Q: 3 clusters Score -983867.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -983878.062500 Penalty: 4473.513672
	Iteration 119Q: 3 clusters Score -983878.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -983883.937500 Penalty: 4473.513672
	Iteration 120F: 3 clusters Score -983883.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -983897.875000 Penalty: 4473.513672
	Iteration 121Q: 3 clusters Score -983897.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -983903.562500 Penalty: 4473.513672
	Iteration 122Q: 3 clusters Score -983903.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -983915.625000 Penalty: 4473.513672
	Iteration 123Q: 3 clusters Score -983915.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -983923.437500 Penalty: 4473.513672
	Iteration 124Q: 3 clusters Score -983923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -983927.312500 Penalty: 4473.513672
	Iteration 125Q: 3 clusters Score -983927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -983928.562500 Penalty: 4473.513672
	Iteration 126Q: 3 clusters Score -983928.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -983931.250000 Penalty: 4473.513672
	Iteration 127Q: 3 clusters Score -983931.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -983935.562500 Penalty: 4473.513672
	Iteration 128Q: 3 clusters Score -983935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -983940.250000 Penalty: 4473.513672
	Iteration 129Q: 3 clusters Score -983940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -983942.875000 Penalty: 4473.513672
	Iteration 130Q: 3 clusters Score -983942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -983942.062500 Penalty: 4473.513672
	Iteration 131Q: 3 clusters Score -983942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -983943.000000 Penalty: 4473.513672
	Iteration 132Q: 3 clusters Score -983943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -983944.375000 Penalty: 4473.513672
	Iteration 133Q: 3 clusters Score -983944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -983944.375000 Penalty: 4473.513672
	Iteration 134Q: 3 clusters Score -983944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -983944.250000 Penalty: 4473.513672
	Iteration 135Q: 3 clusters Score -983944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -983945.375000 Penalty: 4473.513672
	Iteration 136Q: 3 clusters Score -983945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -983945.375000 Penalty: 4473.513672
	Iteration 137F: 3 clusters Score -983945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -1042736.500000 Penalty: 2256.320801
	Iteration 0F: 2 clusters Score -1042736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1035660.312500 Penalty: 4512.641602
	Iteration 0F: 3 clusters Score -1035660 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1037776.750000 Penalty: 4512.641602
	Iteration 1F: 3 clusters Score -1037777 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1038298.750000 Penalty: 4512.641602
	Iteration 2F: 3 clusters Score -1038299 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1038845.375000 Penalty: 4512.641602
	Iteration 3F: 3 clusters Score -1038845 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1039267.312500 Penalty: 4512.641602
	Iteration 4F: 3 clusters Score -1039267 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1039593.812500 Penalty: 4512.641602
	Iteration 5F: 3 clusters Score -1039594 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1039883.250000 Penalty: 4512.641602
	Iteration 6F: 3 clusters Score -1039883 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1040128.750000 Penalty: 4512.641602
	Iteration 7Q: 3 clusters Score -1040129 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1040358.875000 Penalty: 4512.641602
	Iteration 8Q: 3 clusters Score -1040359 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1040608.312500 Penalty: 4512.641602
	Iteration 9Q: 3 clusters Score -1040608 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1040922.250000 Penalty: 4512.641602
	Iteration 10Q: 3 clusters Score -1040922 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1041249.000000 Penalty: 4512.641602
	Iteration 11Q: 3 clusters Score -1041249 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1041521.000000 Penalty: 4512.641602
	Iteration 12Q: 3 clusters Score -1041521 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1041748.625000 Penalty: 4512.641602
	Iteration 13Q: 3 clusters Score -1041749 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1041910.375000 Penalty: 4512.641602
	Iteration 14Q: 3 clusters Score -1041910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1042041.187500 Penalty: 4512.641602
	Iteration 15Q: 3 clusters Score -1042041 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1042141.875000 Penalty: 4512.641602
	Iteration 16Q: 3 clusters Score -1042142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1042215.000000 Penalty: 4512.641602
	Iteration 17Q: 3 clusters Score -1042215 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1042274.812500 Penalty: 4512.641602
	Iteration 18Q: 3 clusters Score -1042275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1042308.875000 Penalty: 4512.641602
	Iteration 19Q: 3 clusters Score -1042309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1042338.937500 Penalty: 4512.641602
	Iteration 20F: 3 clusters Score -1042339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1042361.312500 Penalty: 4512.641602
	Iteration 21Q: 3 clusters Score -1042361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1042369.500000 Penalty: 4512.641602
	Iteration 22Q: 3 clusters Score -1042370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1042378.937500 Penalty: 4512.641602
	Iteration 23Q: 3 clusters Score -1042379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1042379.187500 Penalty: 4512.641602
	Iteration 24Q: 3 clusters Score -1042379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1042381.437500 Penalty: 4512.641602
	Iteration 25Q: 3 clusters Score -1042381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1042381.437500 Penalty: 4512.641602
	Iteration 26F: 3 clusters Score -1042381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Entering Unmasked Estep 
Score: -2520602.750000 Penalty: 2463.672119
	Iteration 0F: 2 clusters Score -2520603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2506088.750000 Penalty: 4927.344238
	Iteration 0F: 3 clusters Score -2506089 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2511256.750000 Penalty: 4927.344238
	Iteration 1F: 3 clusters Score -2511257 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2512218.000000 Penalty: 4927.344238
	Iteration 2F: 3 clusters Score -2512218 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2513409.750000 Penalty: 4927.344238
	Iteration 3F: 3 clusters Score -2513410 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2514704.250000 Penalty: 4927.344238
	Iteration 4F: 3 clusters Score -2514704 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2515864.750000 Penalty: 4927.344238
	Iteration 5F: 3 clusters Score -2515865 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2516684.000000 Penalty: 4927.344238
	Iteration 6F: 3 clusters Score -2516684 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2517258.250000 Penalty: 4927.344238
	Iteration 7Q: 3 clusters Score -2517258 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2517610.750000 Penalty: 4927.344238
	Iteration 8Q: 3 clusters Score -2517611 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2517850.500000 Penalty: 4927.344238
	Iteration 9Q: 3 clusters Score -2517850 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2518036.250000 Penalty: 4927.344238
	Iteration 10Q: 3 clusters Score -2518036 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2518195.500000 Penalty: 4927.344238
	Iteration 11Q: 3 clusters Score -2518196 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2518325.250000 Penalty: 4927.344238
	Iteration 12Q: 3 clusters Score -2518325 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2518418.750000 Penalty: 4927.344238
	Iteration 13Q: 3 clusters Score -2518419 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2518493.250000 Penalty: 4927.344238
	Iteration 14Q: 3 clusters Score -2518493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2518554.750000 Penalty: 4927.344238
	Iteration 15Q: 3 clusters Score -2518555 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2518596.750000 Penalty: 4927.344238
	Iteration 16Q: 3 clusters Score -2518597 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2518644.750000 Penalty: 4927.344238
	Iteration 17Q: 3 clusters Score -2518645 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2518691.250000 Penalty: 4927.344238
	Iteration 18Q: 3 clusters Score -2518691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2518720.500000 Penalty: 4927.344238
	Iteration 19Q: 3 clusters Score -2518720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2518745.000000 Penalty: 4927.344238
	Iteration 20F: 3 clusters Score -2518745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2518766.750000 Penalty: 4927.344238
	Iteration 21Q: 3 clusters Score -2518767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2518766.750000 Penalty: 4927.344238
	Iteration 22Q: 3 clusters Score -2518767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2518781.750000 Penalty: 4927.344238
	Iteration 23Q: 3 clusters Score -2518782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2518802.750000 Penalty: 4927.344238
	Iteration 24Q: 3 clusters Score -2518803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2518827.250000 Penalty: 4927.344238
	Iteration 25Q: 3 clusters Score -2518827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2518846.500000 Penalty: 4927.344238
	Iteration 26Q: 3 clusters Score -2518846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2518865.250000 Penalty: 4927.344238
	Iteration 27Q: 3 clusters Score -2518865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2518880.500000 Penalty: 4927.344238
	Iteration 28Q: 3 clusters Score -2518880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2518903.500000 Penalty: 4927.344238
	Iteration 29Q: 3 clusters Score -2518904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2518919.750000 Penalty: 4927.344238
	Iteration 30Q: 3 clusters Score -2518920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2518930.750000 Penalty: 4927.344238
	Iteration 31Q: 3 clusters Score -2518931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2518934.250000 Penalty: 4927.344238
	Iteration 32Q: 3 clusters Score -2518934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2518947.750000 Penalty: 4927.344238
	Iteration 33Q: 3 clusters Score -2518948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2518955.000000 Penalty: 4927.344238
	Iteration 34Q: 3 clusters Score -2518955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2518960.750000 Penalty: 4927.344238
	Iteration 35Q: 3 clusters Score -2518961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2518963.250000 Penalty: 4927.344238
	Iteration 36Q: 3 clusters Score -2518963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2518970.000000 Penalty: 4927.344238
	Iteration 37Q: 3 clusters Score -2518970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2518981.500000 Penalty: 4927.344238
	Iteration 38Q: 3 clusters Score -2518982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2518979.000000 Penalty: 4927.344238
	Iteration 39Q: 3 clusters Score -2518979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2518977.500000 Penalty: 4927.344238
	Iteration 40F: 3 clusters Score -2518978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2518984.750000 Penalty: 4927.344238
	Iteration 41Q: 3 clusters Score -2518985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2518987.750000 Penalty: 4927.344238
	Iteration 42Q: 3 clusters Score -2518988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2518987.750000 Penalty: 4927.344238
	Iteration 43Q: 3 clusters Score -2518988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2519000.750000 Penalty: 4927.344238
	Iteration 44Q: 3 clusters Score -2519001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2519001.250000 Penalty: 4927.344238
	Iteration 45Q: 3 clusters Score -2519001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2519005.500000 Penalty: 4927.344238
	Iteration 46Q: 3 clusters Score -2519006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2519005.250000 Penalty: 4927.344238
	Iteration 47Q: 3 clusters Score -2519005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2519002.750000 Penalty: 4927.344238
	Iteration 48Q: 3 clusters Score -2519003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2519004.500000 Penalty: 4927.344238
	Iteration 49Q: 3 clusters Score -2519004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2519004.500000 Penalty: 4927.344238
	Iteration 50Q: 3 clusters Score -2519004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2519001.500000 Penalty: 4927.344238
	Iteration 51Q: 3 clusters Score -2519002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2519001.500000 Penalty: 4927.344238
	Iteration 52F: 3 clusters Score -2519002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -598905.812500 Penalty: 2123.227539
	Iteration 0F: 2 clusters Score -598905.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -594277.687500 Penalty: 4246.455078
	Iteration 0F: 3 clusters Score -594277.7 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -595539.125000 Penalty: 4246.455078
	Iteration 1F: 3 clusters Score -595539.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -596007.500000 Penalty: 4246.455078
	Iteration 2F: 3 clusters Score -596007.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -596447.000000 Penalty: 4246.455078
	Iteration 3F: 3 clusters Score -596447 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -596834.750000 Penalty: 4246.455078
	Iteration 4F: 3 clusters Score -596834.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -597157.625000 Penalty: 4246.455078
	Iteration 5F: 3 clusters Score -597157.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -597400.562500 Penalty: 4246.455078
	Iteration 6F: 3 clusters Score -597400.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -597615.875000 Penalty: 4246.455078
	Iteration 7Q: 3 clusters Score -597615.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -597738.125000 Penalty: 4246.455078
	Iteration 8Q: 3 clusters Score -597738.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -597799.125000 Penalty: 4246.455078
	Iteration 9Q: 3 clusters Score -597799.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -597837.375000 Penalty: 4246.455078
	Iteration 10Q: 3 clusters Score -597837.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -597860.250000 Penalty: 4246.455078
	Iteration 11Q: 3 clusters Score -597860.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -597876.375000 Penalty: 4246.455078
	Iteration 12Q: 3 clusters Score -597876.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -597887.375000 Penalty: 4246.455078
	Iteration 13Q: 3 clusters Score -597887.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -597894.187500 Penalty: 4246.455078
	Iteration 14Q: 3 clusters Score -597894.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -597898.187500 Penalty: 4246.455078
	Iteration 15Q: 3 clusters Score -597898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -597899.875000 Penalty: 4246.455078
	Iteration 16Q: 3 clusters Score -597899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -597899.562500 Penalty: 4246.455078
	Iteration 17Q: 3 clusters Score -597899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -597901.250000 Penalty: 4246.455078
	Iteration 18Q: 3 clusters Score -597901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -597903.937500 Penalty: 4246.455078
	Iteration 19Q: 3 clusters Score -597903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -597906.812500 Penalty: 4246.455078
	Iteration 20F: 3 clusters Score -597906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -597907.562500 Penalty: 4246.455078
	Iteration 21Q: 3 clusters Score -597907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -597909.625000 Penalty: 4246.455078
	Iteration 22Q: 3 clusters Score -597909.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -597912.062500 Penalty: 4246.455078
	Iteration 23Q: 3 clusters Score -597912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -597912.875000 Penalty: 4246.455078
	Iteration 24Q: 3 clusters Score -597912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -597914.375000 Penalty: 4246.455078
	Iteration 25Q: 3 clusters Score -597914.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -597916.125000 Penalty: 4246.455078
	Iteration 26Q: 3 clusters Score -597916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -597916.375000 Penalty: 4246.455078
	Iteration 27Q: 3 clusters Score -597916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -597916.125000 Penalty: 4246.455078
	Iteration 28Q: 3 clusters Score -597916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -597917.625000 Penalty: 4246.455078
	Iteration 29Q: 3 clusters Score -597917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -597918.812500 Penalty: 4246.455078
	Iteration 30Q: 3 clusters Score -597918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -597918.562500 Penalty: 4246.455078
	Iteration 31Q: 3 clusters Score -597918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -597917.937500 Penalty: 4246.455078
	Iteration 32Q: 3 clusters Score -597917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -597919.500000 Penalty: 4246.455078
	Iteration 33Q: 3 clusters Score -597919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -597920.687500 Penalty: 4246.455078
	Iteration 34Q: 3 clusters Score -597920.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -597920.625000 Penalty: 4246.455078
	Iteration 35Q: 3 clusters Score -597920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -597920.937500 Penalty: 4246.455078
	Iteration 36Q: 3 clusters Score -597920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -597920.937500 Penalty: 4246.455078
	Iteration 37F: 3 clusters Score -597920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Entering Unmasked Estep 
Score: -1712221.125000 Penalty: 2367.166260
	Iteration 0F: 2 clusters Score -1712221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1701946.875000 Penalty: 4734.332520
	Iteration 0F: 3 clusters Score -1701947 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1705144.125000 Penalty: 4734.332520
	Iteration 1F: 3 clusters Score -1705144 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1705481.375000 Penalty: 4734.332520
	Iteration 2F: 3 clusters Score -1705481 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1705706.000000 Penalty: 4734.332520
	Iteration 3Q: 3 clusters Score -1705706 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1705890.625000 Penalty: 4734.332520
	Iteration 4Q: 3 clusters Score -1705891 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1706027.000000 Penalty: 4734.332520
	Iteration 5Q: 3 clusters Score -1706027 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1706134.000000 Penalty: 4734.332520
	Iteration 6Q: 3 clusters Score -1706134 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1706224.625000 Penalty: 4734.332520
	Iteration 7Q: 3 clusters Score -1706225 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1706302.500000 Penalty: 4734.332520
	Iteration 8Q: 3 clusters Score -1706302 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1706382.000000 Penalty: 4734.332520
	Iteration 9Q: 3 clusters Score -1706382 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1706458.750000 Penalty: 4734.332520
	Iteration 10Q: 3 clusters Score -1706459 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1706549.750000 Penalty: 4734.332520
	Iteration 11Q: 3 clusters Score -1706550 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1706653.125000 Penalty: 4734.332520
	Iteration 12Q: 3 clusters Score -1706653 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1706776.875000 Penalty: 4734.332520
	Iteration 13Q: 3 clusters Score -1706777 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1706921.125000 Penalty: 4734.332520
	Iteration 14Q: 3 clusters Score -1706921 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1707094.750000 Penalty: 4734.332520
	Iteration 15Q: 3 clusters Score -1707095 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1707310.875000 Penalty: 4734.332520
	Iteration 16Q: 3 clusters Score -1707311 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1707585.625000 Penalty: 4734.332520
	Iteration 17Q: 3 clusters Score -1707586 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1707940.625000 Penalty: 4734.332520
	Iteration 18Q: 3 clusters Score -1707941 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1708328.750000 Penalty: 4734.332520
	Iteration 19Q: 3 clusters Score -1708329 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1708764.750000 Penalty: 4734.332520
	Iteration 20F: 3 clusters Score -1708765 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1709136.375000 Penalty: 4734.332520
	Iteration 21Q: 3 clusters Score -1709136 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1709450.000000 Penalty: 4734.332520
	Iteration 22Q: 3 clusters Score -1709450 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1709675.750000 Penalty: 4734.332520
	Iteration 23Q: 3 clusters Score -1709676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1709828.125000 Penalty: 4734.332520
	Iteration 24Q: 3 clusters Score -1709828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1709937.875000 Penalty: 4734.332520
	Iteration 25Q: 3 clusters Score -1709938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1710004.375000 Penalty: 4734.332520
	Iteration 26Q: 3 clusters Score -1710004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1710056.875000 Penalty: 4734.332520
	Iteration 27Q: 3 clusters Score -1710057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1710097.750000 Penalty: 4734.332520
	Iteration 28Q: 3 clusters Score -1710098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1710112.000000 Penalty: 4734.332520
	Iteration 29Q: 3 clusters Score -1710112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1710124.500000 Penalty: 4734.332520
	Iteration 30Q: 3 clusters Score -1710124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1710131.375000 Penalty: 4734.332520
	Iteration 31Q: 3 clusters Score -1710131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1710143.875000 Penalty: 4734.332520
	Iteration 32Q: 3 clusters Score -1710144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1710150.875000 Penalty: 4734.332520
	Iteration 33Q: 3 clusters Score -1710151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1710153.375000 Penalty: 4734.332520
	Iteration 34Q: 3 clusters Score -1710153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1710156.000000 Penalty: 4734.332520
	Iteration 35Q: 3 clusters Score -1710156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1710154.875000 Penalty: 4734.332520
	Iteration 36Q: 3 clusters Score -1710155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1710156.375000 Penalty: 4734.332520
	Iteration 37Q: 3 clusters Score -1710156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1710160.625000 Penalty: 4734.332520
	Iteration 38Q: 3 clusters Score -1710161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1710164.750000 Penalty: 4734.332520
	Iteration 39Q: 3 clusters Score -1710165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1710176.000000 Penalty: 4734.332520
	Iteration 40F: 3 clusters Score -1710176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1710178.875000 Penalty: 4734.332520
	Iteration 41Q: 3 clusters Score -1710179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1710178.750000 Penalty: 4734.332520
	Iteration 42Q: 3 clusters Score -1710179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1710181.375000 Penalty: 4734.332520
	Iteration 43Q: 3 clusters Score -1710181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1710181.375000 Penalty: 4734.332520
	Iteration 44F: 3 clusters Score -1710181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Entering Unmasked Estep 
Score: -6731294.500000 Penalty: 2705.639893
	Iteration 0F: 2 clusters Score -6731294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -6694417.000000 Penalty: 5411.279785
	Iteration 0F: 3 clusters Score -6694417 nChanged 25451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -6708406.500000 Penalty: 5411.279785
	Iteration 1F: 3 clusters Score -6708406 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -6709021.500000 Penalty: 5411.279785
	Iteration 2Q: 3 clusters Score -6709022 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -6709597.000000 Penalty: 5411.279785
	Iteration 3Q: 3 clusters Score -6709597 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -6710328.500000 Penalty: 5411.279785
	Iteration 4Q: 3 clusters Score -6710328 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -6711273.000000 Penalty: 5411.279785
	Iteration 5Q: 3 clusters Score -6711273 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -6712575.500000 Penalty: 5411.279785
	Iteration 6F: 3 clusters Score -6712576 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -6714439.500000 Penalty: 5411.279785
	Iteration 7F: 3 clusters Score -6714440 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -6716980.000000 Penalty: 5411.279785
	Iteration 8F: 3 clusters Score -6716980 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -6719560.000000 Penalty: 5411.279785
	Iteration 9F: 3 clusters Score -6719560 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6721841.500000 Penalty: 5411.279785
	Iteration 10F: 3 clusters Score -6721842 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -6723740.000000 Penalty: 5411.279785
	Iteration 11Q: 3 clusters Score -6723740 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -6725301.000000 Penalty: 5411.279785
	Iteration 12Q: 3 clusters Score -6725301 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -6726394.000000 Penalty: 5411.279785
	Iteration 13Q: 3 clusters Score -6726394 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6727167.500000 Penalty: 5411.279785
	Iteration 14Q: 3 clusters Score -6727168 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -6727742.000000 Penalty: 5411.279785
	Iteration 15Q: 3 clusters Score -6727742 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -6728107.500000 Penalty: 5411.279785
	Iteration 16Q: 3 clusters Score -6728108 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -6728412.500000 Penalty: 5411.279785
	Iteration 17Q: 3 clusters Score -6728412 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -6728613.500000 Penalty: 5411.279785
	Iteration 18Q: 3 clusters Score -6728614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -6728729.000000 Penalty: 5411.279785
	Iteration 19Q: 3 clusters Score -6728729 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -6728804.000000 Penalty: 5411.279785
	Iteration 20F: 3 clusters Score -6728804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -6728839.000000 Penalty: 5411.279785
	Iteration 21Q: 3 clusters Score -6728839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -6728892.000000 Penalty: 5411.279785
	Iteration 22Q: 3 clusters Score -6728892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -6728919.500000 Penalty: 5411.279785
	Iteration 23Q: 3 clusters Score -6728920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -6728942.500000 Penalty: 5411.279785
	Iteration 24Q: 3 clusters Score -6728942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -6728976.000000 Penalty: 5411.279785
	Iteration 25Q: 3 clusters Score -6728976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -6728990.500000 Penalty: 5411.279785
	Iteration 26Q: 3 clusters Score -6728990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -6728990.000000 Penalty: 5411.279785
	Iteration 27Q: 3 clusters Score -6728990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -6728995.500000 Penalty: 5411.279785
	Iteration 28Q: 3 clusters Score -6728996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -6729006.500000 Penalty: 5411.279785
	Iteration 29Q: 3 clusters Score -6729006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -6729025.500000 Penalty: 5411.279785
	Iteration 30Q: 3 clusters Score -6729026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -6729028.500000 Penalty: 5411.279785
	Iteration 31Q: 3 clusters Score -6729028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -6729041.500000 Penalty: 5411.279785
	Iteration 32Q: 3 clusters Score -6729042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -6729042.000000 Penalty: 5411.279785
	Iteration 33Q: 3 clusters Score -6729042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -6729045.500000 Penalty: 5411.279785
	Iteration 34Q: 3 clusters Score -6729046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -6729048.000000 Penalty: 5411.279785
	Iteration 35Q: 3 clusters Score -6729048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -6729051.000000 Penalty: 5411.279785
	Iteration 36Q: 3 clusters Score -6729051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -6729051.000000 Penalty: 5411.279785
	Iteration 37F: 3 clusters Score -6729051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -534818.937500 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -534818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -530742.437500 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -530742.4 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -531673.812500 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -531673.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -531858.625000 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -531858.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -531969.312500 Penalty: 4156.820312
	Iteration 3Q: 3 clusters Score -531969.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -532045.625000 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -532045.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -532104.000000 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -532104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -532147.625000 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -532147.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -532187.562500 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -532187.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -532221.062500 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -532221.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -532256.000000 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -532256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -532294.937500 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -532294.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -532323.250000 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -532323.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -532351.937500 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -532351.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -532377.500000 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -532377.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -532399.000000 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -532399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -532416.312500 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -532416.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -532431.500000 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -532431.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -532450.937500 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -532450.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -532468.375000 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -532468.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -532488.375000 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -532488.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -532510.875000 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -532510.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -532540.125000 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -532540.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -532567.375000 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -532567.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -532598.750000 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -532598.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -532625.687500 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -532625.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -532648.562500 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -532648.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -532664.750000 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -532664.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -532689.750000 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -532689.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -532712.375000 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -532712.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -532728.687500 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -532728.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -532742.062500 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -532742.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -532751.187500 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -532751.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -532761.312500 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -532761.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -532771.562500 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -532771.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -532780.187500 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -532780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -532787.000000 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -532787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -532793.437500 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -532793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -532799.187500 Penalty: 4156.820312
	Iteration 37Q: 3 clusters Score -532799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -532806.375000 Penalty: 4156.820312
	Iteration 38Q: 3 clusters Score -532806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -532807.625000 Penalty: 4156.820312
	Iteration 39Q: 3 clusters Score -532807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -532810.062500 Penalty: 4156.820312
	Iteration 40F: 3 clusters Score -532810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -532815.312500 Penalty: 4156.820312
	Iteration 41Q: 3 clusters Score -532815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -532822.500000 Penalty: 4156.820312
	Iteration 42Q: 3 clusters Score -532822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -532828.562500 Penalty: 4156.820312
	Iteration 43Q: 3 clusters Score -532828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -532836.437500 Penalty: 4156.820312
	Iteration 44Q: 3 clusters Score -532836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -532841.375000 Penalty: 4156.820312
	Iteration 45Q: 3 clusters Score -532841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -532844.812500 Penalty: 4156.820312
	Iteration 46Q: 3 clusters Score -532844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -532847.312500 Penalty: 4156.820312
	Iteration 47Q: 3 clusters Score -532847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -532849.125000 Penalty: 4156.820312
	Iteration 48Q: 3 clusters Score -532849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -532855.125000 Penalty: 4156.820312
	Iteration 49Q: 3 clusters Score -532855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -532861.250000 Penalty: 4156.820312
	Iteration 50Q: 3 clusters Score -532861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -532865.187500 Penalty: 4156.820312
	Iteration 51Q: 3 clusters Score -532865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -532869.625000 Penalty: 4156.820312
	Iteration 52Q: 3 clusters Score -532869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -532872.500000 Penalty: 4156.820312
	Iteration 53Q: 3 clusters Score -532872.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -532881.687500 Penalty: 4156.820312
	Iteration 54Q: 3 clusters Score -532881.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -532886.187500 Penalty: 4156.820312
	Iteration 55Q: 3 clusters Score -532886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -532888.125000 Penalty: 4156.820312
	Iteration 56Q: 3 clusters Score -532888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -532892.312500 Penalty: 4156.820312
	Iteration 57Q: 3 clusters Score -532892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -532892.500000 Penalty: 4156.820312
	Iteration 58Q: 3 clusters Score -532892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -532894.750000 Penalty: 4156.820312
	Iteration 59Q: 3 clusters Score -532894.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -532894.750000 Penalty: 4156.820312
	Iteration 60F: 3 clusters Score -532894.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172359 members 
Entering Unmasked Estep 
Score: -21384540.000000 Penalty: 2990.218994
	Iteration 0F: 2 clusters Score -2.138454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -21270906.000000 Penalty: 5980.437988
	Iteration 0F: 3 clusters Score -2.127091e+07 nChanged 82576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -21319024.000000 Penalty: 5980.437988
	Iteration 1F: 3 clusters Score -2.131902e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -21320386.000000 Penalty: 5980.437988
	Iteration 2Q: 3 clusters Score -2.132039e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -21322410.000000 Penalty: 5980.437988
	Iteration 3Q: 3 clusters Score -2.132241e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -21325532.000000 Penalty: 5980.437988
	Iteration 4Q: 3 clusters Score -2.132553e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -21330228.000000 Penalty: 5980.437988
	Iteration 5F: 3 clusters Score -2.133023e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -21336780.000000 Penalty: 5980.437988
	Iteration 6F: 3 clusters Score -2.133678e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -21344622.000000 Penalty: 5980.437988
	Iteration 7F: 3 clusters Score -2.134462e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -21352888.000000 Penalty: 5980.437988
	Iteration 8F: 3 clusters Score -2.135289e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 144777 members 
Entering Unmasked Estep 
Score: -21360656.000000 Penalty: 5980.437988
	Iteration 9F: 3 clusters Score -2.136066e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -21367498.000000 Penalty: 5980.437988
	Iteration 10F: 3 clusters Score -2.13675e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 161208 members 
Entering Unmasked Estep 
Score: -21373056.000000 Penalty: 5980.437988
	Iteration 11Q: 3 clusters Score -2.137306e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 166476 members 
Entering Unmasked Estep 
Score: -21377228.000000 Penalty: 5980.437988
	Iteration 12Q: 3 clusters Score -2.137723e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 169727 members 
Entering Unmasked Estep 
Score: -21379940.000000 Penalty: 5980.437988
	Iteration 13Q: 3 clusters Score -2.137994e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 171197 members 
Entering Unmasked Estep 
Score: -21381096.000000 Penalty: 5980.437988
	Iteration 14Q: 3 clusters Score -2.13811e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -21381464.000000 Penalty: 5980.437988
	Iteration 15Q: 3 clusters Score -2.138146e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 171905 members 
Entering Unmasked Estep 
Score: -21381678.000000 Penalty: 5980.437988
	Iteration 16Q: 3 clusters Score -2.138168e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 171973 members 
Entering Unmasked Estep 
Score: -21381750.000000 Penalty: 5980.437988
	Iteration 17Q: 3 clusters Score -2.138175e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -21381852.000000 Penalty: 5980.437988
	Iteration 18Q: 3 clusters Score -2.138185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 172034 members 
Entering Unmasked Estep 
Score: -21381880.000000 Penalty: 5980.437988
	Iteration 19Q: 3 clusters Score -2.138188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -21381912.000000 Penalty: 5980.437988
	Iteration 20F: 3 clusters Score -2.138191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -21381918.000000 Penalty: 5980.437988
	Iteration 21Q: 3 clusters Score -2.138192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -21381918.000000 Penalty: 5980.437988
	Iteration 22Q: 3 clusters Score -2.138192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -21381918.000000 Penalty: 5980.437988
	Iteration 23Q: 3 clusters Score -2.138192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -21381928.000000 Penalty: 5980.437988
	Iteration 24Q: 3 clusters Score -2.138193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -21381932.000000 Penalty: 5980.437988
	Iteration 25Q: 3 clusters Score -2.138193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172065 members 
Entering Unmasked Estep 
Score: -21381948.000000 Penalty: 5980.437988
	Iteration 26Q: 3 clusters Score -2.138195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 172066 members 
Entering Unmasked Estep 
Score: -21381950.000000 Penalty: 5980.437988
	Iteration 27Q: 3 clusters Score -2.138195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 172067 members 
Entering Unmasked Estep 
Score: -21381956.000000 Penalty: 5980.437988
	Iteration 28Q: 3 clusters Score -2.138196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172064 members 
Entering Unmasked Estep 
Score: -21381968.000000 Penalty: 5980.437988
	Iteration 29Q: 3 clusters Score -2.138197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -21381964.000000 Penalty: 5980.437988
	Iteration 30Q: 3 clusters Score -2.138196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -21381964.000000 Penalty: 5980.437988
	Iteration 31F: 3 clusters Score -2.138196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Entering Unmasked Estep 
Score: -20683106.000000 Penalty: 2980.651123
	Iteration 0F: 2 clusters Score -2.068311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -20573110.000000 Penalty: 5961.302246
	Iteration 0F: 3 clusters Score -2.057311e+07 nChanged 79592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -20619822.000000 Penalty: 5961.302246
	Iteration 1F: 3 clusters Score -2.061982e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -20620958.000000 Penalty: 5961.302246
	Iteration 2Q: 3 clusters Score -2.062096e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -20622256.000000 Penalty: 5961.302246
	Iteration 3Q: 3 clusters Score -2.062226e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -20624530.000000 Penalty: 5961.302246
	Iteration 4Q: 3 clusters Score -2.062453e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -20628174.000000 Penalty: 5961.302246
	Iteration 5Q: 3 clusters Score -2.062817e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111962 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -20634274.000000 Penalty: 5961.302246
	Iteration 6F: 3 clusters Score -2.063427e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124670 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -20644204.000000 Penalty: 5961.302246
	Iteration 7F: 3 clusters Score -2.06442e+07 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139118 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -20657166.000000 Penalty: 5961.302246
	Iteration 8F: 3 clusters Score -2.065717e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151879 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -20669116.000000 Penalty: 5961.302246
	Iteration 9F: 3 clusters Score -2.066912e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159886 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -20675978.000000 Penalty: 5961.302246
	Iteration 10Q: 3 clusters Score -2.067598e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163435 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20678726.000000 Penalty: 5961.302246
	Iteration 11Q: 3 clusters Score -2.067873e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -20679706.000000 Penalty: 5961.302246
	Iteration 12Q: 3 clusters Score -2.067971e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165154 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20680100.000000 Penalty: 5961.302246
	Iteration 13Q: 3 clusters Score -2.06801e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20680244.000000 Penalty: 5961.302246
	Iteration 14Q: 3 clusters Score -2.068024e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20680338.000000 Penalty: 5961.302246
	Iteration 15Q: 3 clusters Score -2.068034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165411 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20680416.000000 Penalty: 5961.302246
	Iteration 16Q: 3 clusters Score -2.068042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20680454.000000 Penalty: 5961.302246
	Iteration 17Q: 3 clusters Score -2.068045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165441 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20680496.000000 Penalty: 5961.302246
	Iteration 18Q: 3 clusters Score -2.06805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165448 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20680502.000000 Penalty: 5961.302246
	Iteration 19Q: 3 clusters Score -2.06805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20680532.000000 Penalty: 5961.302246
	Iteration 20F: 3 clusters Score -2.068053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20680556.000000 Penalty: 5961.302246
	Iteration 21Q: 3 clusters Score -2.068056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20680576.000000 Penalty: 5961.302246
	Iteration 22Q: 3 clusters Score -2.068058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165461 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20680584.000000 Penalty: 5961.302246
	Iteration 23Q: 3 clusters Score -2.068058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165461 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20680596.000000 Penalty: 5961.302246
	Iteration 24Q: 3 clusters Score -2.06806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20680598.000000 Penalty: 5961.302246
	Iteration 25Q: 3 clusters Score -2.06806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20680606.000000 Penalty: 5961.302246
	Iteration 26Q: 3 clusters Score -2.068061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20680614.000000 Penalty: 5961.302246
	Iteration 27Q: 3 clusters Score -2.068061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165469 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20680608.000000 Penalty: 5961.302246
	Iteration 28Q: 3 clusters Score -2.068061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165469 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20680620.000000 Penalty: 5961.302246
	Iteration 29Q: 3 clusters Score -2.068062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165469 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20680622.000000 Penalty: 5961.302246
	Iteration 30Q: 3 clusters Score -2.068062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20680614.000000 Penalty: 5961.302246
	Iteration 31Q: 3 clusters Score -2.068061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20680634.000000 Penalty: 5961.302246
	Iteration 32Q: 3 clusters Score -2.068063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20680638.000000 Penalty: 5961.302246
	Iteration 33Q: 3 clusters Score -2.068064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20680658.000000 Penalty: 5961.302246
	Iteration 34Q: 3 clusters Score -2.068066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20680658.000000 Penalty: 5961.302246
	Iteration 35Q: 3 clusters Score -2.068066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20680648.000000 Penalty: 5961.302246
	Iteration 36Q: 3 clusters Score -2.068065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20680652.000000 Penalty: 5961.302246
	Iteration 37Q: 3 clusters Score -2.068065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20680652.000000 Penalty: 5961.302246
	Iteration 38Q: 3 clusters Score -2.068065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20680648.000000 Penalty: 5961.302246
	Iteration 39Q: 3 clusters Score -2.068065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20680656.000000 Penalty: 5961.302246
	Iteration 40F: 3 clusters Score -2.068066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20680644.000000 Penalty: 5961.302246
	Iteration 41Q: 3 clusters Score -2.068064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20680644.000000 Penalty: 5961.302246
	Iteration 42F: 3 clusters Score -2.068064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Entering Unmasked Estep 
Score: -4139738.000000 Penalty: 2593.549561
	Iteration 0F: 2 clusters Score -4139738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4116110.750000 Penalty: 5187.099121
	Iteration 0F: 3 clusters Score -4116111 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4124903.500000 Penalty: 5187.099121
	Iteration 1F: 3 clusters Score -4124904 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4125425.750000 Penalty: 5187.099121
	Iteration 2Q: 3 clusters Score -4125426 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4125907.000000 Penalty: 5187.099121
	Iteration 3Q: 3 clusters Score -4125907 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4126501.250000 Penalty: 5187.099121
	Iteration 4Q: 3 clusters Score -4126501 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4127112.250000 Penalty: 5187.099121
	Iteration 5Q: 3 clusters Score -4127112 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4128040.750000 Penalty: 5187.099121
	Iteration 6Q: 3 clusters Score -4128041 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4129198.250000 Penalty: 5187.099121
	Iteration 7F: 3 clusters Score -4129198 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4130725.750000 Penalty: 5187.099121
	Iteration 8F: 3 clusters Score -4130726 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -4132425.000000 Penalty: 5187.099121
	Iteration 9F: 3 clusters Score -4132425 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4134045.000000 Penalty: 5187.099121
	Iteration 10F: 3 clusters Score -4134045 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4135332.500000 Penalty: 5187.099121
	Iteration 11Q: 3 clusters Score -4135332 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4136264.000000 Penalty: 5187.099121
	Iteration 12Q: 3 clusters Score -4136264 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4136805.750000 Penalty: 5187.099121
	Iteration 13Q: 3 clusters Score -4136806 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4137137.500000 Penalty: 5187.099121
	Iteration 14Q: 3 clusters Score -4137138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4137305.000000 Penalty: 5187.099121
	Iteration 15Q: 3 clusters Score -4137305 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4137400.750000 Penalty: 5187.099121
	Iteration 16Q: 3 clusters Score -4137401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4137447.500000 Penalty: 5187.099121
	Iteration 17Q: 3 clusters Score -4137448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4137481.000000 Penalty: 5187.099121
	Iteration 18Q: 3 clusters Score -4137481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4137523.250000 Penalty: 5187.099121
	Iteration 19Q: 3 clusters Score -4137523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4137548.250000 Penalty: 5187.099121
	Iteration 20F: 3 clusters Score -4137548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4137570.500000 Penalty: 5187.099121
	Iteration 21Q: 3 clusters Score -4137570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4137586.500000 Penalty: 5187.099121
	Iteration 22Q: 3 clusters Score -4137586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4137594.500000 Penalty: 5187.099121
	Iteration 23Q: 3 clusters Score -4137594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4137598.750000 Penalty: 5187.099121
	Iteration 24Q: 3 clusters Score -4137599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4137602.500000 Penalty: 5187.099121
	Iteration 25Q: 3 clusters Score -4137602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4137615.000000 Penalty: 5187.099121
	Iteration 26Q: 3 clusters Score -4137615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4137619.000000 Penalty: 5187.099121
	Iteration 27Q: 3 clusters Score -4137619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4137619.250000 Penalty: 5187.099121
	Iteration 28Q: 3 clusters Score -4137619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4137626.000000 Penalty: 5187.099121
	Iteration 29Q: 3 clusters Score -4137626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4137629.250000 Penalty: 5187.099121
	Iteration 30Q: 3 clusters Score -4137629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4137631.500000 Penalty: 5187.099121
	Iteration 31Q: 3 clusters Score -4137632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4137637.250000 Penalty: 5187.099121
	Iteration 32Q: 3 clusters Score -4137637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4137638.000000 Penalty: 5187.099121
	Iteration 33Q: 3 clusters Score -4137638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4137638.000000 Penalty: 5187.099121
	Iteration 34F: 3 clusters Score -4137638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -697033.125000 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -697033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -691998.812500 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -691998.8 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -693239.187500 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -693239.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -693475.500000 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -693475.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -693614.500000 Penalty: 4296.001953
	Iteration 3F: 3 clusters Score -693614.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -693719.875000 Penalty: 4296.001953
	Iteration 4Q: 3 clusters Score -693719.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -693822.375000 Penalty: 4296.001953
	Iteration 5Q: 3 clusters Score -693822.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -693908.750000 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -693908.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -693963.500000 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -693963.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -694014.250000 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -694014.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -694060.000000 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -694060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -694115.312500 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -694115.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -694162.437500 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -694162.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -694207.125000 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -694207.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -694255.312500 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -694255.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -694314.875000 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -694314.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -694375.625000 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -694375.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -694450.125000 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -694450.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -694526.750000 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -694526.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -694603.625000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -694603.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -694678.562500 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -694678.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -694739.000000 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -694739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -694788.937500 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -694788.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -694837.625000 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -694837.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -694892.562500 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -694892.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -694946.562500 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -694946.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -694993.250000 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -694993.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -695033.250000 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -695033.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -695070.500000 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -695070.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -695100.812500 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -695100.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -695126.812500 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -695126.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -695156.687500 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -695156.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -695191.875000 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -695191.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -695226.875000 Penalty: 4296.001953
	Iteration 32Q: 3 clusters Score -695226.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -695264.625000 Penalty: 4296.001953
	Iteration 33Q: 3 clusters Score -695264.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -695307.875000 Penalty: 4296.001953
	Iteration 34Q: 3 clusters Score -695307.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -695354.187500 Penalty: 4296.001953
	Iteration 35Q: 3 clusters Score -695354.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -695408.750000 Penalty: 4296.001953
	Iteration 36Q: 3 clusters Score -695408.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -695451.937500 Penalty: 4296.001953
	Iteration 37Q: 3 clusters Score -695451.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -695494.312500 Penalty: 4296.001953
	Iteration 38Q: 3 clusters Score -695494.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -695542.062500 Penalty: 4296.001953
	Iteration 39Q: 3 clusters Score -695542.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -695613.312500 Penalty: 4296.001953
	Iteration 40F: 3 clusters Score -695613.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -695699.687500 Penalty: 4296.001953
	Iteration 41Q: 3 clusters Score -695699.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -695791.687500 Penalty: 4296.001953
	Iteration 42Q: 3 clusters Score -695791.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -695882.250000 Penalty: 4296.001953
	Iteration 43Q: 3 clusters Score -695882.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -695945.250000 Penalty: 4296.001953
	Iteration 44Q: 3 clusters Score -695945.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -695985.750000 Penalty: 4296.001953
	Iteration 45Q: 3 clusters Score -695985.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -696011.812500 Penalty: 4296.001953
	Iteration 46Q: 3 clusters Score -696011.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -696029.187500 Penalty: 4296.001953
	Iteration 47Q: 3 clusters Score -696029.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -696036.250000 Penalty: 4296.001953
	Iteration 48Q: 3 clusters Score -696036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -696041.125000 Penalty: 4296.001953
	Iteration 49Q: 3 clusters Score -696041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -696043.562500 Penalty: 4296.001953
	Iteration 50Q: 3 clusters Score -696043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -696047.062500 Penalty: 4296.001953
	Iteration 51Q: 3 clusters Score -696047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -696048.875000 Penalty: 4296.001953
	Iteration 52Q: 3 clusters Score -696048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -696048.187500 Penalty: 4296.001953
	Iteration 53Q: 3 clusters Score -696048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -696049.687500 Penalty: 4296.001953
	Iteration 54Q: 3 clusters Score -696049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -696050.812500 Penalty: 4296.001953
	Iteration 55Q: 3 clusters Score -696050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -696050.062500 Penalty: 4296.001953
	Iteration 56Q: 3 clusters Score -696050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -696051.562500 Penalty: 4296.001953
	Iteration 57Q: 3 clusters Score -696051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -696050.937500 Penalty: 4296.001953
	Iteration 58Q: 3 clusters Score -696050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -696051.750000 Penalty: 4296.001953
	Iteration 59Q: 3 clusters Score -696051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -696051.687500 Penalty: 4296.001953
	Iteration 60F: 3 clusters Score -696051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23819.468750 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23819.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22688.236328 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22688.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22775.673828 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22775.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22817.535156 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22817.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22842.947266 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22842.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22845.423828 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22845.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22845.423828 Penalty: 2716.325684
	Iteration 5F: 3 clusters Score -22845.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -569746.437500 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -569746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -565253.312500 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -565253.3 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -566358.375000 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -566358.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -566666.000000 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -566666 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -566925.187500 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -566925.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -567128.250000 Penalty: 4208.088867
	Iteration 4F: 3 clusters Score -567128.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -567308.875000 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -567308.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -567459.000000 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -567459 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -567574.687500 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -567574.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -567681.437500 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -567681.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -567785.812500 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -567785.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -567849.750000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -567849.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -567891.250000 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -567891.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -567920.625000 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -567920.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -567938.812500 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -567938.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -567956.562500 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -567956.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -567966.062500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -567966.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -567970.750000 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -567970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -567975.750000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -567975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -567978.375000 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -567978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -567982.062500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -567982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -567985.375000 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -567985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -567987.562500 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -567987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -567988.187500 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -567988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -567988.562500 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -567988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -567992.125000 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -567992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -567992.750000 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -567992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -567993.937500 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -567993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -567992.812500 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -567992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -567995.187500 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -567995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -567995.312500 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -567995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -567994.500000 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -567994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -567994.500000 Penalty: 4208.088867
	Iteration 31F: 3 clusters Score -567994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Entering Unmasked Estep 
Score: -2473530.500000 Penalty: 2457.030273
	Iteration 0F: 2 clusters Score -2473530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2459407.750000 Penalty: 4914.060547
	Iteration 0F: 3 clusters Score -2459408 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2464244.250000 Penalty: 4914.060547
	Iteration 1F: 3 clusters Score -2464244 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2464622.750000 Penalty: 4914.060547
	Iteration 2F: 3 clusters Score -2464623 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2464933.750000 Penalty: 4914.060547
	Iteration 3Q: 3 clusters Score -2464934 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2465161.250000 Penalty: 4914.060547
	Iteration 4Q: 3 clusters Score -2465161 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2465360.750000 Penalty: 4914.060547
	Iteration 5Q: 3 clusters Score -2465361 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2465548.500000 Penalty: 4914.060547
	Iteration 6Q: 3 clusters Score -2465548 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2465710.750000 Penalty: 4914.060547
	Iteration 7Q: 3 clusters Score -2465711 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2465852.500000 Penalty: 4914.060547
	Iteration 8Q: 3 clusters Score -2465852 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2465982.000000 Penalty: 4914.060547
	Iteration 9Q: 3 clusters Score -2465982 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2466091.750000 Penalty: 4914.060547
	Iteration 10Q: 3 clusters Score -2466092 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2466196.000000 Penalty: 4914.060547
	Iteration 11Q: 3 clusters Score -2466196 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2466298.000000 Penalty: 4914.060547
	Iteration 12Q: 3 clusters Score -2466298 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2466410.000000 Penalty: 4914.060547
	Iteration 13Q: 3 clusters Score -2466410 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2466501.500000 Penalty: 4914.060547
	Iteration 14Q: 3 clusters Score -2466502 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2466616.750000 Penalty: 4914.060547
	Iteration 15Q: 3 clusters Score -2466617 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2466739.500000 Penalty: 4914.060547
	Iteration 16Q: 3 clusters Score -2466740 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2466901.500000 Penalty: 4914.060547
	Iteration 17Q: 3 clusters Score -2466902 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2467109.000000 Penalty: 4914.060547
	Iteration 18Q: 3 clusters Score -2467109 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2467321.000000 Penalty: 4914.060547
	Iteration 19Q: 3 clusters Score -2467321 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2467608.000000 Penalty: 4914.060547
	Iteration 20F: 3 clusters Score -2467608 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2467964.000000 Penalty: 4914.060547
	Iteration 21Q: 3 clusters Score -2467964 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2468432.250000 Penalty: 4914.060547
	Iteration 22Q: 3 clusters Score -2468432 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2468943.250000 Penalty: 4914.060547
	Iteration 23Q: 3 clusters Score -2468943 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2469511.500000 Penalty: 4914.060547
	Iteration 24Q: 3 clusters Score -2469512 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2470029.500000 Penalty: 4914.060547
	Iteration 25Q: 3 clusters Score -2470030 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2470486.500000 Penalty: 4914.060547
	Iteration 26Q: 3 clusters Score -2470486 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2470818.750000 Penalty: 4914.060547
	Iteration 27Q: 3 clusters Score -2470819 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2471046.500000 Penalty: 4914.060547
	Iteration 28Q: 3 clusters Score -2471046 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2471199.750000 Penalty: 4914.060547
	Iteration 29Q: 3 clusters Score -2471200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2471282.250000 Penalty: 4914.060547
	Iteration 30Q: 3 clusters Score -2471282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2471333.000000 Penalty: 4914.060547
	Iteration 31Q: 3 clusters Score -2471333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2471356.750000 Penalty: 4914.060547
	Iteration 32Q: 3 clusters Score -2471357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2471378.000000 Penalty: 4914.060547
	Iteration 33Q: 3 clusters Score -2471378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2471400.500000 Penalty: 4914.060547
	Iteration 34Q: 3 clusters Score -2471400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2471413.750000 Penalty: 4914.060547
	Iteration 35Q: 3 clusters Score -2471414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2471419.250000 Penalty: 4914.060547
	Iteration 36Q: 3 clusters Score -2471419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2471430.500000 Penalty: 4914.060547
	Iteration 37Q: 3 clusters Score -2471430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2471441.500000 Penalty: 4914.060547
	Iteration 38Q: 3 clusters Score -2471442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2471445.250000 Penalty: 4914.060547
	Iteration 39Q: 3 clusters Score -2471445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2471450.250000 Penalty: 4914.060547
	Iteration 40F: 3 clusters Score -2471450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2471453.500000 Penalty: 4914.060547
	Iteration 41Q: 3 clusters Score -2471454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2471458.500000 Penalty: 4914.060547
	Iteration 42Q: 3 clusters Score -2471458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2471465.500000 Penalty: 4914.060547
	Iteration 43Q: 3 clusters Score -2471466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2471467.250000 Penalty: 4914.060547
	Iteration 44Q: 3 clusters Score -2471467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2471467.500000 Penalty: 4914.060547
	Iteration 45Q: 3 clusters Score -2471468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2471473.500000 Penalty: 4914.060547
	Iteration 46Q: 3 clusters Score -2471474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2471480.250000 Penalty: 4914.060547
	Iteration 47Q: 3 clusters Score -2471480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2471477.500000 Penalty: 4914.060547
	Iteration 48Q: 3 clusters Score -2471478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2471477.500000 Penalty: 4914.060547
	Iteration 49Q: 3 clusters Score -2471478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2471480.500000 Penalty: 4914.060547
	Iteration 50Q: 3 clusters Score -2471480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2471480.250000 Penalty: 4914.060547
	Iteration 51Q: 3 clusters Score -2471480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2471482.250000 Penalty: 4914.060547
	Iteration 52Q: 3 clusters Score -2471482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2471485.750000 Penalty: 4914.060547
	Iteration 53Q: 3 clusters Score -2471486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2471485.750000 Penalty: 4914.060547
	Iteration 54F: 3 clusters Score -2471486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Entering Unmasked Estep 
Score: -2960006.500000 Penalty: 2515.184814
	Iteration 0F: 2 clusters Score -2960006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2942434.000000 Penalty: 5030.369629
	Iteration 0F: 3 clusters Score -2942434 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2948841.000000 Penalty: 5030.369629
	Iteration 1F: 3 clusters Score -2948841 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2949633.500000 Penalty: 5030.369629
	Iteration 2F: 3 clusters Score -2949634 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2950641.500000 Penalty: 5030.369629
	Iteration 3F: 3 clusters Score -2950642 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2951799.250000 Penalty: 5030.369629
	Iteration 4F: 3 clusters Score -2951799 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2953205.750000 Penalty: 5030.369629
	Iteration 5F: 3 clusters Score -2953206 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2954779.000000 Penalty: 5030.369629
	Iteration 6F: 3 clusters Score -2954779 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2956235.250000 Penalty: 5030.369629
	Iteration 7F: 3 clusters Score -2956235 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2957151.250000 Penalty: 5030.369629
	Iteration 8Q: 3 clusters Score -2957151 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2957660.750000 Penalty: 5030.369629
	Iteration 9Q: 3 clusters Score -2957661 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2957963.750000 Penalty: 5030.369629
	Iteration 10Q: 3 clusters Score -2957964 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2958124.250000 Penalty: 5030.369629
	Iteration 11Q: 3 clusters Score -2958124 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2958215.250000 Penalty: 5030.369629
	Iteration 12Q: 3 clusters Score -2958215 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2958293.000000 Penalty: 5030.369629
	Iteration 13Q: 3 clusters Score -2958293 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2958331.250000 Penalty: 5030.369629
	Iteration 14Q: 3 clusters Score -2958331 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2958357.250000 Penalty: 5030.369629
	Iteration 15Q: 3 clusters Score -2958357 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2958391.000000 Penalty: 5030.369629
	Iteration 16Q: 3 clusters Score -2958391 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2958425.000000 Penalty: 5030.369629
	Iteration 17Q: 3 clusters Score -2958425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2958464.750000 Penalty: 5030.369629
	Iteration 18Q: 3 clusters Score -2958465 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2958507.250000 Penalty: 5030.369629
	Iteration 19Q: 3 clusters Score -2958507 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2958563.250000 Penalty: 5030.369629
	Iteration 20F: 3 clusters Score -2958563 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2958627.750000 Penalty: 5030.369629
	Iteration 21Q: 3 clusters Score -2958628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2958696.500000 Penalty: 5030.369629
	Iteration 22Q: 3 clusters Score -2958696 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2958770.250000 Penalty: 5030.369629
	Iteration 23Q: 3 clusters Score -2958770 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2958834.000000 Penalty: 5030.369629
	Iteration 24Q: 3 clusters Score -2958834 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2958899.750000 Penalty: 5030.369629
	Iteration 25Q: 3 clusters Score -2958900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2958979.250000 Penalty: 5030.369629
	Iteration 26Q: 3 clusters Score -2958979 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2959066.000000 Penalty: 5030.369629
	Iteration 27Q: 3 clusters Score -2959066 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2959127.500000 Penalty: 5030.369629
	Iteration 28Q: 3 clusters Score -2959128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2959195.500000 Penalty: 5030.369629
	Iteration 29Q: 3 clusters Score -2959196 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2959252.250000 Penalty: 5030.369629
	Iteration 30Q: 3 clusters Score -2959252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2959289.250000 Penalty: 5030.369629
	Iteration 31Q: 3 clusters Score -2959289 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2959329.250000 Penalty: 5030.369629
	Iteration 32Q: 3 clusters Score -2959329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2959360.250000 Penalty: 5030.369629
	Iteration 33Q: 3 clusters Score -2959360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2959407.000000 Penalty: 5030.369629
	Iteration 34Q: 3 clusters Score -2959407 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2959443.250000 Penalty: 5030.369629
	Iteration 35Q: 3 clusters Score -2959443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2959454.000000 Penalty: 5030.369629
	Iteration 36Q: 3 clusters Score -2959454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2959470.500000 Penalty: 5030.369629
	Iteration 37Q: 3 clusters Score -2959470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2959485.500000 Penalty: 5030.369629
	Iteration 38Q: 3 clusters Score -2959486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2959504.500000 Penalty: 5030.369629
	Iteration 39Q: 3 clusters Score -2959504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2959538.750000 Penalty: 5030.369629
	Iteration 40F: 3 clusters Score -2959539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2959554.750000 Penalty: 5030.369629
	Iteration 41Q: 3 clusters Score -2959555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2959568.000000 Penalty: 5030.369629
	Iteration 42Q: 3 clusters Score -2959568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2959584.750000 Penalty: 5030.369629
	Iteration 43Q: 3 clusters Score -2959585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2959588.250000 Penalty: 5030.369629
	Iteration 44Q: 3 clusters Score -2959588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2959595.000000 Penalty: 5030.369629
	Iteration 45Q: 3 clusters Score -2959595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2959588.750000 Penalty: 5030.369629
	Iteration 46Q: 3 clusters Score -2959589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2959596.250000 Penalty: 5030.369629
	Iteration 47Q: 3 clusters Score -2959596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2959597.000000 Penalty: 5030.369629
	Iteration 48Q: 3 clusters Score -2959597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2959604.750000 Penalty: 5030.369629
	Iteration 49Q: 3 clusters Score -2959605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2959609.000000 Penalty: 5030.369629
	Iteration 50Q: 3 clusters Score -2959609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2959621.250000 Penalty: 5030.369629
	Iteration 51Q: 3 clusters Score -2959621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2959621.000000 Penalty: 5030.369629
	Iteration 52Q: 3 clusters Score -2959621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2959615.500000 Penalty: 5030.369629
	Iteration 53Q: 3 clusters Score -2959616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2959624.250000 Penalty: 5030.369629
	Iteration 54Q: 3 clusters Score -2959624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2959632.750000 Penalty: 5030.369629
	Iteration 55Q: 3 clusters Score -2959633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2959632.250000 Penalty: 5030.369629
	Iteration 56Q: 3 clusters Score -2959632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2959632.250000 Penalty: 5030.369629
	Iteration 57Q: 3 clusters Score -2959632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2959634.000000 Penalty: 5030.369629
	Iteration 58Q: 3 clusters Score -2959634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2959640.500000 Penalty: 5030.369629
	Iteration 59Q: 3 clusters Score -2959640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2959638.750000 Penalty: 5030.369629
	Iteration 60F: 3 clusters Score -2959639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2959637.750000 Penalty: 5030.369629
	Iteration 61Q: 3 clusters Score -2959638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2959636.750000 Penalty: 5030.369629
	Iteration 62Q: 3 clusters Score -2959637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2959641.750000 Penalty: 5030.369629
	Iteration 63Q: 3 clusters Score -2959642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2959640.500000 Penalty: 5030.369629
	Iteration 64Q: 3 clusters Score -2959640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2959637.750000 Penalty: 5030.369629
	Iteration 65Q: 3 clusters Score -2959638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2959639.250000 Penalty: 5030.369629
	Iteration 66Q: 3 clusters Score -2959639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2959641.750000 Penalty: 5030.369629
	Iteration 67Q: 3 clusters Score -2959642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2959640.250000 Penalty: 5030.369629
	Iteration 68Q: 3 clusters Score -2959640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2959642.750000 Penalty: 5030.369629
	Iteration 69Q: 3 clusters Score -2959643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2959643.250000 Penalty: 5030.369629
	Iteration 70Q: 3 clusters Score -2959643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2959641.750000 Penalty: 5030.369629
	Iteration 71Q: 3 clusters Score -2959642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2959645.250000 Penalty: 5030.369629
	Iteration 72Q: 3 clusters Score -2959645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2959646.500000 Penalty: 5030.369629
	Iteration 73Q: 3 clusters Score -2959646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2959644.750000 Penalty: 5030.369629
	Iteration 74Q: 3 clusters Score -2959645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2959644.750000 Penalty: 5030.369629
	Iteration 75Q: 3 clusters Score -2959645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2959647.250000 Penalty: 5030.369629
	Iteration 76Q: 3 clusters Score -2959647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2959645.000000 Penalty: 5030.369629
	Iteration 77Q: 3 clusters Score -2959645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2959642.750000 Penalty: 5030.369629
	Iteration 78Q: 3 clusters Score -2959643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2959646.500000 Penalty: 5030.369629
	Iteration 79Q: 3 clusters Score -2959646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2959647.000000 Penalty: 5030.369629
	Iteration 80F: 3 clusters Score -2959647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2959645.000000 Penalty: 5030.369629
	Iteration 81Q: 3 clusters Score -2959645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2959641.750000 Penalty: 5030.369629
	Iteration 82Q: 3 clusters Score -2959642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2959642.750000 Penalty: 5030.369629
	Iteration 83Q: 3 clusters Score -2959643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2959643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
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	Iteration 85F: 3 clusters Score -2959643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14060 members 
Entering Unmasked Estep 
Score: -1694646.000000 Penalty: 2368.670166
	Iteration 0F: 2 clusters Score -1694646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1684436.500000 Penalty: 4737.340332
	Iteration 0F: 3 clusters Score -1684436 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1687652.375000 Penalty: 4737.340332
	Iteration 1F: 3 clusters Score -1687652 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1688043 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1688411.375000 Penalty: 4737.340332
	Iteration 3F: 3 clusters Score -1688411 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1688775.125000 Penalty: 4737.340332
	Iteration 4F: 3 clusters Score -1688775 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1689216.125000 Penalty: 4737.340332
	Iteration 5F: 3 clusters Score -1689216 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1689753.625000 Penalty: 4737.340332
	Iteration 6F: 3 clusters Score -1689754 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1690325.625000 Penalty: 4737.340332
	Iteration 7F: 3 clusters Score -1690326 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1690898.250000 Penalty: 4737.340332
	Iteration 8F: 3 clusters Score -1690898 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1691428.500000 Penalty: 4737.340332
	Iteration 9Q: 3 clusters Score -1691428 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1691886.000000 Penalty: 4737.340332
	Iteration 10Q: 3 clusters Score -1691886 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1692267.625000 Penalty: 4737.340332
	Iteration 11Q: 3 clusters Score -1692268 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1692571.375000 Penalty: 4737.340332
	Iteration 12Q: 3 clusters Score -1692571 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1692793.000000 Penalty: 4737.340332
	Iteration 13Q: 3 clusters Score -1692793 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1692916.000000 Penalty: 4737.340332
	Iteration 14Q: 3 clusters Score -1692916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1693028.500000 Penalty: 4737.340332
	Iteration 15Q: 3 clusters Score -1693028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1693092.625000 Penalty: 4737.340332
	Iteration 16Q: 3 clusters Score -1693093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1693141.250000 Penalty: 4737.340332
	Iteration 17Q: 3 clusters Score -1693141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1693179.250000 Penalty: 4737.340332
	Iteration 18Q: 3 clusters Score -1693179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1693211.125000 Penalty: 4737.340332
	Iteration 19Q: 3 clusters Score -1693211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1693244.250000 Penalty: 4737.340332
	Iteration 20F: 3 clusters Score -1693244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1693269.875000 Penalty: 4737.340332
	Iteration 21Q: 3 clusters Score -1693270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1693294.125000 Penalty: 4737.340332
	Iteration 22Q: 3 clusters Score -1693294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1693327.250000 Penalty: 4737.340332
	Iteration 23Q: 3 clusters Score -1693327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1693345.875000 Penalty: 4737.340332
	Iteration 24Q: 3 clusters Score -1693346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1693375.875000 Penalty: 4737.340332
	Iteration 25Q: 3 clusters Score -1693376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1693404.375000 Penalty: 4737.340332
	Iteration 26Q: 3 clusters Score -1693404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1693435.375000 Penalty: 4737.340332
	Iteration 27Q: 3 clusters Score -1693435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1693460.875000 Penalty: 4737.340332
	Iteration 28Q: 3 clusters Score -1693461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1693487.250000 Penalty: 4737.340332
	Iteration 29Q: 3 clusters Score -1693487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1693502.625000 Penalty: 4737.340332
	Iteration 30Q: 3 clusters Score -1693503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1693524.500000 Penalty: 4737.340332
	Iteration 31Q: 3 clusters Score -1693524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1693541.875000 Penalty: 4737.340332
	Iteration 32Q: 3 clusters Score -1693542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1693558.500000 Penalty: 4737.340332
	Iteration 33Q: 3 clusters Score -1693558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1693570.750000 Penalty: 4737.340332
	Iteration 34Q: 3 clusters Score -1693571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1693575.000000 Penalty: 4737.340332
	Iteration 35Q: 3 clusters Score -1693575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1693578.625000 Penalty: 4737.340332
	Iteration 36Q: 3 clusters Score -1693579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1693581.875000 Penalty: 4737.340332
	Iteration 37Q: 3 clusters Score -1693582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1693588.125000 Penalty: 4737.340332
	Iteration 38Q: 3 clusters Score -1693588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1693593.125000 Penalty: 4737.340332
	Iteration 39Q: 3 clusters Score -1693593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1693595.375000 Penalty: 4737.340332
	Iteration 40F: 3 clusters Score -1693595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1693599.375000 Penalty: 4737.340332
	Iteration 41Q: 3 clusters Score -1693599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1693608.125000 Penalty: 4737.340332
	Iteration 42Q: 3 clusters Score -1693608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1693610.500000 Penalty: 4737.340332
	Iteration 43Q: 3 clusters Score -1693610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1693612.625000 Penalty: 4737.340332
	Iteration 44Q: 3 clusters Score -1693613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1693611.750000 Penalty: 4737.340332
	Iteration 45Q: 3 clusters Score -1693612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1693615.125000 Penalty: 4737.340332
	Iteration 46Q: 3 clusters Score -1693615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1693618.250000 Penalty: 4737.340332
	Iteration 47Q: 3 clusters Score -1693618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1693623.375000 Penalty: 4737.340332
	Iteration 48Q: 3 clusters Score -1693623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1693626.125000 Penalty: 4737.340332
	Iteration 49Q: 3 clusters Score -1693626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1693626.500000 Penalty: 4737.340332
	Iteration 50Q: 3 clusters Score -1693626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1693629.000000 Penalty: 4737.340332
	Iteration 51Q: 3 clusters Score -1693629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1693632.375000 Penalty: 4737.340332
	Iteration 52Q: 3 clusters Score -1693632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1693635.875000 Penalty: 4737.340332
	Iteration 53Q: 3 clusters Score -1693636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1693640.250000 Penalty: 4737.340332
	Iteration 54Q: 3 clusters Score -1693640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1693644.875000 Penalty: 4737.340332
	Iteration 55Q: 3 clusters Score -1693645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1693651.625000 Penalty: 4737.340332
	Iteration 56Q: 3 clusters Score -1693652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1693653.125000 Penalty: 4737.340332
	Iteration 57Q: 3 clusters Score -1693653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1693655.250000 Penalty: 4737.340332
	Iteration 58Q: 3 clusters Score -1693655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1693655.000000 Penalty: 4737.340332
	Iteration 59Q: 3 clusters Score -1693655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1693656.000000 Penalty: 4737.340332
	Iteration 60F: 3 clusters Score -1693656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1693661.125000 Penalty: 4737.340332
	Iteration 61Q: 3 clusters Score -1693661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1693662.250000 Penalty: 4737.340332
	Iteration 62Q: 3 clusters Score -1693662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1693661.625000 Penalty: 4737.340332
	Iteration 63Q: 3 clusters Score -1693662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1693661.625000 Penalty: 4737.340332
	Iteration 64F: 3 clusters Score -1693662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -46618.871094 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -46618.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45186.636719 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -45186.64 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45472.488281 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -45472.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45684.109375 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -45684.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45887.226562 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -45887.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46071.460938 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -46071.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46144.527344 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -46144.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46196.515625 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -46196.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46269.335938 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -46269.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46314.000000 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -46314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46363.371094 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -46363.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46413.363281 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -46413.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46502.101562 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -46502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46568.062500 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -46568.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46587.265625 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -46587.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46606.718750 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -46606.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46621.019531 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -46621.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46633.171875 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -46633.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46633.171875 Penalty: 3020.166260
	Iteration 17F: 3 clusters Score -46633.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 10070 members 
Mstep: Class 4 contains 19111 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 18665 members 
Mstep: Class 13 contains 171090 members 
Mstep: Class 14 contains 8260 members 
Mstep: Class 15 contains 8938 members 
Mstep: Class 16 contains 20623 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 172359 members 
Mstep: Class 22 contains 165836 members 
Mstep: Class 23 contains 34817 members 
Mstep: Class 24 contains 5775 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 20078 members 
Mstep: Class 28 contains 25384 members 
Mstep: Class 29 contains 14060 members 
Mstep: Class 30 contains 201 members 
Mstep: Class 31 contains 173010 members 
Mstep: Class 32 contains 781 members 
Mstep: Class 33 contains 240 members 
Entering Unmasked Estep 
Score: -124213512.000000 Penalty: 113352.726562
Splitting cluster 30 changes total score from -124215440.000000 to -124213512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (173010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173010 members 
Entering Unmasked Estep 
Score: -21189450.000000 Penalty: 2991.154053
	Iteration 0F: 2 clusters Score -2.118945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -21075184.000000 Penalty: 5982.308105
	Iteration 0F: 3 clusters Score -2.107518e+07 nChanged 83010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -21123556.000000 Penalty: 5982.308105
	Iteration 1F: 3 clusters Score -2.112356e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -21125114.000000 Penalty: 5982.308105
	Iteration 2Q: 3 clusters Score -2.112511e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -21127588.000000 Penalty: 5982.308105
	Iteration 3Q: 3 clusters Score -2.112759e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -21131514.000000 Penalty: 5982.308105
	Iteration 4Q: 3 clusters Score -2.113151e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -21137698.000000 Penalty: 5982.308105
	Iteration 5F: 3 clusters Score -2.11377e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -21146728.000000 Penalty: 5982.308105
	Iteration 6F: 3 clusters Score -2.114673e+07 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127135 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -21157120.000000 Penalty: 5982.308105
	Iteration 7F: 3 clusters Score -2.115712e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -21167270.000000 Penalty: 5982.308105
	Iteration 8F: 3 clusters Score -2.116727e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141739 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -21174196.000000 Penalty: 5982.308105
	Iteration 9Q: 3 clusters Score -2.11742e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -21178310.000000 Penalty: 5982.308105
	Iteration 10Q: 3 clusters Score -2.117831e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -21180710.000000 Penalty: 5982.308105
	Iteration 11Q: 3 clusters Score -2.118071e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -21182040.000000 Penalty: 5982.308105
	Iteration 12Q: 3 clusters Score -2.118204e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -21183024.000000 Penalty: 5982.308105
	Iteration 13Q: 3 clusters Score -2.118302e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153222 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -21183648.000000 Penalty: 5982.308105
	Iteration 14Q: 3 clusters Score -2.118365e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154589 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -21184022.000000 Penalty: 5982.308105
	Iteration 15Q: 3 clusters Score -2.118402e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -21184354.000000 Penalty: 5982.308105
	Iteration 16Q: 3 clusters Score -2.118435e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -21184612.000000 Penalty: 5982.308105
	Iteration 17Q: 3 clusters Score -2.118461e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -21184878.000000 Penalty: 5982.308105
	Iteration 18Q: 3 clusters Score -2.118488e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159006 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -21185158.000000 Penalty: 5982.308105
	Iteration 19Q: 3 clusters Score -2.118516e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -21185304.000000 Penalty: 5982.308105
	Iteration 20F: 3 clusters Score -2.11853e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160861 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -21185508.000000 Penalty: 5982.308105
	Iteration 21Q: 3 clusters Score -2.118551e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161650 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -21185676.000000 Penalty: 5982.308105
	Iteration 22Q: 3 clusters Score -2.118568e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -21185788.000000 Penalty: 5982.308105
	Iteration 23Q: 3 clusters Score -2.118579e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -21185848.000000 Penalty: 5982.308105
	Iteration 24Q: 3 clusters Score -2.118585e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163701 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -21186026.000000 Penalty: 5982.308105
	Iteration 25Q: 3 clusters Score -2.118603e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -21186064.000000 Penalty: 5982.308105
	Iteration 26Q: 3 clusters Score -2.118606e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -21186180.000000 Penalty: 5982.308105
	Iteration 27Q: 3 clusters Score -2.118618e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -21186362.000000 Penalty: 5982.308105
	Iteration 28Q: 3 clusters Score -2.118636e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165863 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -21186484.000000 Penalty: 5982.308105
	Iteration 29Q: 3 clusters Score -2.118648e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166312 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -21186652.000000 Penalty: 5982.308105
	Iteration 30Q: 3 clusters Score -2.118665e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166720 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -21186734.000000 Penalty: 5982.308105
	Iteration 31Q: 3 clusters Score -2.118673e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -21186784.000000 Penalty: 5982.308105
	Iteration 32Q: 3 clusters Score -2.118678e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -21186790.000000 Penalty: 5982.308105
	Iteration 33Q: 3 clusters Score -2.118679e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -21186858.000000 Penalty: 5982.308105
	Iteration 34Q: 3 clusters Score -2.118686e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -21186902.000000 Penalty: 5982.308105
	Iteration 35Q: 3 clusters Score -2.11869e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -21186862.000000 Penalty: 5982.308105
	Iteration 36Q: 3 clusters Score -2.118686e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -21186884.000000 Penalty: 5982.308105
	Iteration 37Q: 3 clusters Score -2.118688e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -21186882.000000 Penalty: 5982.308105
	Iteration 38Q: 3 clusters Score -2.118688e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -21186892.000000 Penalty: 5982.308105
	Iteration 39Q: 3 clusters Score -2.118689e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -21186940.000000 Penalty: 5982.308105
	Iteration 40F: 3 clusters Score -2.118694e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169127 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -21186984.000000 Penalty: 5982.308105
	Iteration 41Q: 3 clusters Score -2.118698e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -21187004.000000 Penalty: 5982.308105
	Iteration 42Q: 3 clusters Score -2.1187e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -21187020.000000 Penalty: 5982.308105
	Iteration 43Q: 3 clusters Score -2.118702e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -21187042.000000 Penalty: 5982.308105
	Iteration 44Q: 3 clusters Score -2.118704e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169690 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -21187058.000000 Penalty: 5982.308105
	Iteration 45Q: 3 clusters Score -2.118706e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169812 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -21187048.000000 Penalty: 5982.308105
	Iteration 46Q: 3 clusters Score -2.118705e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169921 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -21187092.000000 Penalty: 5982.308105
	Iteration 47Q: 3 clusters Score -2.118709e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170025 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21187160.000000 Penalty: 5982.308105
	Iteration 48Q: 3 clusters Score -2.118716e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21187150.000000 Penalty: 5982.308105
	Iteration 49Q: 3 clusters Score -2.118715e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -21187234.000000 Penalty: 5982.308105
	Iteration 50Q: 3 clusters Score -2.118723e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -21187266.000000 Penalty: 5982.308105
	Iteration 51Q: 3 clusters Score -2.118727e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170370 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -21187308.000000 Penalty: 5982.308105
	Iteration 52Q: 3 clusters Score -2.118731e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170438 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -21187312.000000 Penalty: 5982.308105
	Iteration 53Q: 3 clusters Score -2.118731e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170493 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21187356.000000 Penalty: 5982.308105
	Iteration 54Q: 3 clusters Score -2.118736e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170532 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -21187342.000000 Penalty: 5982.308105
	Iteration 55Q: 3 clusters Score -2.118734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21187362.000000 Penalty: 5982.308105
	Iteration 56Q: 3 clusters Score -2.118736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -21187316.000000 Penalty: 5982.308105
	Iteration 57Q: 3 clusters Score -2.118732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -21187334.000000 Penalty: 5982.308105
	Iteration 58Q: 3 clusters Score -2.118733e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170657 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21187360.000000 Penalty: 5982.308105
	Iteration 59Q: 3 clusters Score -2.118736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170684 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -21187340.000000 Penalty: 5982.308105
	Iteration 60F: 3 clusters Score -2.118734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21187332.000000 Penalty: 5982.308105
	Iteration 61Q: 3 clusters Score -2.118733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170714 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21187342.000000 Penalty: 5982.308105
	Iteration 62Q: 3 clusters Score -2.118734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170724 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21187346.000000 Penalty: 5982.308105
	Iteration 63Q: 3 clusters Score -2.118735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21187332.000000 Penalty: 5982.308105
	Iteration 64Q: 3 clusters Score -2.118733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21187342.000000 Penalty: 5982.308105
	Iteration 65Q: 3 clusters Score -2.118734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170759 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21187348.000000 Penalty: 5982.308105
	Iteration 66Q: 3 clusters Score -2.118735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21187332.000000 Penalty: 5982.308105
	Iteration 67Q: 3 clusters Score -2.118733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170785 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21187320.000000 Penalty: 5982.308105
	Iteration 68Q: 3 clusters Score -2.118732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21187320.000000 Penalty: 5982.308105
	Iteration 69Q: 3 clusters Score -2.118732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170814 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -21187352.000000 Penalty: 5982.308105
	Iteration 70Q: 3 clusters Score -2.118735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -21187322.000000 Penalty: 5982.308105
	Iteration 71Q: 3 clusters Score -2.118732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -21187328.000000 Penalty: 5982.308105
	Iteration 72Q: 3 clusters Score -2.118733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170866 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -21187332.000000 Penalty: 5982.308105
	Iteration 73Q: 3 clusters Score -2.118733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -21187354.000000 Penalty: 5982.308105
	Iteration 74Q: 3 clusters Score -2.118735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170892 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -21187350.000000 Penalty: 5982.308105
	Iteration 75Q: 3 clusters Score -2.118735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -21187364.000000 Penalty: 5982.308105
	Iteration 76Q: 3 clusters Score -2.118736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21187370.000000 Penalty: 5982.308105
	Iteration 77Q: 3 clusters Score -2.118737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -21187360.000000 Penalty: 5982.308105
	Iteration 78Q: 3 clusters Score -2.118736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170921 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21187376.000000 Penalty: 5982.308105
	Iteration 79Q: 3 clusters Score -2.118738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -21187378.000000 Penalty: 5982.308105
	Iteration 80F: 3 clusters Score -2.118738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -21187386.000000 Penalty: 5982.308105
	Iteration 81Q: 3 clusters Score -2.118739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -21187398.000000 Penalty: 5982.308105
	Iteration 82Q: 3 clusters Score -2.11874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170931 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -21187394.000000 Penalty: 5982.308105
	Iteration 83Q: 3 clusters Score -2.118739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -21187384.000000 Penalty: 5982.308105
	Iteration 84Q: 3 clusters Score -2.118738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21187378.000000 Penalty: 5982.308105
	Iteration 85Q: 3 clusters Score -2.118738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21187376.000000 Penalty: 5982.308105
	Iteration 86Q: 3 clusters Score -2.118738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21187392.000000 Penalty: 5982.308105
	Iteration 87Q: 3 clusters Score -2.118739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21187392.000000 Penalty: 5982.308105
	Iteration 88F: 3 clusters Score -2.118739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -85408.718750 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -85408.72 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 392 members 
Entering Unmasked Estep 
Score: -83623.960938 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -83623.96 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83861.562500 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -83861.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83914.367188 Penalty: 3303.645264
	Iteration 2Q: 3 clusters Score -83914.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83955.656250 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -83955.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83983.664062 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -83983.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83998.000000 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -83998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84010.460938 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -84010.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84021.898438 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -84021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84036.023438 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -84036.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84048.828125 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -84048.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84052.414062 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -84052.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84054.835938 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -84054.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84054.835938 Penalty: 3303.645264
	Iteration 12F: 3 clusters Score -84054.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 10070 members 
Mstep: Class 4 contains 19111 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 18665 members 
Mstep: Class 13 contains 171090 members 
Mstep: Class 14 contains 8260 members 
Mstep: Class 15 contains 8938 members 
Mstep: Class 16 contains 20623 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 172359 members 
Mstep: Class 22 contains 165836 members 
Mstep: Class 23 contains 34817 members 
Mstep: Class 24 contains 5775 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 20078 members 
Mstep: Class 28 contains 25384 members 
Mstep: Class 29 contains 14060 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 173010 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215528.000000 Penalty: 109917.796875
Iteration 119Q: 33 clusters Score -1.242155e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 15569 members 
Mstep: Class 3 contains 10071 members 
Mstep: Class 4 contains 18880 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 18712 members 
Mstep: Class 13 contains 171117 members 
Mstep: Class 14 contains 8260 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 20628 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 172552 members 
Mstep: Class 22 contains 165654 members 
Mstep: Class 23 contains 34861 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 20037 members 
Mstep: Class 28 contains 25497 members 
Mstep: Class 29 contains 14052 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 173113 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215608.000000 Penalty: 109917.796875
Iteration 120F: 33 clusters Score -1.242156e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 18690 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 12752 members 
Mstep: Class 8 contains 5978 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 5822 members 
Mstep: Class 12 contains 18757 members 
Mstep: Class 13 contains 171156 members 
Mstep: Class 14 contains 8256 members 
Mstep: Class 15 contains 8944 members 
Mstep: Class 16 contains 20629 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 54713 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 21 contains 172772 members 
Mstep: Class 22 contains 165468 members 
Mstep: Class 23 contains 34907 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 19995 members 
Mstep: Class 28 contains 25615 members 
Mstep: Class 29 contains 14048 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 173151 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215952.000000 Penalty: 109917.796875
Iteration 121Q: 33 clusters Score -1.24216e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 15333 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 18508 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 12726 members 
Mstep: Class 8 contains 5981 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 5828 members 
Mstep: Class 12 contains 18808 members 
Mstep: Class 13 contains 171183 members 
Mstep: Class 14 contains 8253 members 
Mstep: Class 15 contains 8947 members 
Mstep: Class 16 contains 20626 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 172986 members 
Mstep: Class 22 contains 165260 members 
Mstep: Class 23 contains 34951 members 
Mstep: Class 24 contains 5799 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 19956 members 
Mstep: Class 28 contains 25725 members 
Mstep: Class 29 contains 14041 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 173230 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216104.000000 Penalty: 109917.796875
Iteration 122Q: 33 clusters Score -1.242161e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 15216 members 
Mstep: Class 3 contains 10077 members 
Mstep: Class 4 contains 18347 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 5836 members 
Mstep: Class 12 contains 18837 members 
Mstep: Class 13 contains 171216 members 
Mstep: Class 14 contains 8251 members 
Mstep: Class 15 contains 8960 members 
Mstep: Class 16 contains 20622 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 14064 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 173212 members 
Mstep: Class 22 contains 165023 members 
Mstep: Class 23 contains 34990 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 19923 members 
Mstep: Class 28 contains 25819 members 
Mstep: Class 29 contains 14037 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 173294 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216240.000000 Penalty: 109917.796875
Iteration 123Q: 33 clusters Score -1.242162e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 15084 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 18172 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 12691 members 
Mstep: Class 8 contains 6018 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 5837 members 
Mstep: Class 12 contains 18870 members 
Mstep: Class 13 contains 171245 members 
Mstep: Class 14 contains 8245 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 14088 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 4449 members 
Mstep: Class 21 contains 173413 members 
Mstep: Class 22 contains 164887 members 
Mstep: Class 23 contains 35032 members 
Mstep: Class 24 contains 5837 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 19880 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 14034 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 173346 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216336.000000 Penalty: 109917.796875
Iteration 124Q: 33 clusters Score -1.242163e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 14973 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 17981 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 12677 members 
Mstep: Class 8 contains 6029 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 18902 members 
Mstep: Class 13 contains 171280 members 
Mstep: Class 14 contains 8240 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 20617 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 14107 members 
Mstep: Class 19 contains 54706 members 
Mstep: Class 20 contains 4467 members 
Mstep: Class 21 contains 173667 members 
Mstep: Class 22 contains 164725 members 
Mstep: Class 23 contains 35074 members 
Mstep: Class 24 contains 5850 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 19852 members 
Mstep: Class 28 contains 25932 members 
Mstep: Class 29 contains 14033 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 173387 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216232.000000 Penalty: 109917.796875
Iteration 125Q: 33 clusters Score -1.242162e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 17813 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 12665 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 5841 members 
Mstep: Class 12 contains 18933 members 
Mstep: Class 13 contains 171305 members 
Mstep: Class 14 contains 8231 members 
Mstep: Class 15 contains 8954 members 
Mstep: Class 16 contains 20621 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 14135 members 
Mstep: Class 19 contains 54702 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 173925 members 
Mstep: Class 22 contains 164539 members 
Mstep: Class 23 contains 35127 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 19829 members 
Mstep: Class 28 contains 25990 members 
Mstep: Class 29 contains 14024 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 173416 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216320.000000 Penalty: 109917.796875
Iteration 126Q: 33 clusters Score -1.242163e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 14748 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 17648 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 12652 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 18957 members 
Mstep: Class 13 contains 171344 members 
Mstep: Class 14 contains 8230 members 
Mstep: Class 15 contains 8937 members 
Mstep: Class 16 contains 20621 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 14155 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 4527 members 
Mstep: Class 21 contains 174171 members 
Mstep: Class 22 contains 164406 members 
Mstep: Class 23 contains 35180 members 
Mstep: Class 24 contains 5860 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 19817 members 
Mstep: Class 28 contains 26045 members 
Mstep: Class 29 contains 14023 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 173404 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216776.000000 Penalty: 109917.796875
Iteration 127Q: 33 clusters Score -1.242168e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 10077 members 
Mstep: Class 4 contains 17490 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 12645 members 
Mstep: Class 8 contains 6059 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 18966 members 
Mstep: Class 13 contains 171370 members 
Mstep: Class 14 contains 8225 members 
Mstep: Class 15 contains 8920 members 
Mstep: Class 16 contains 20617 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 14182 members 
Mstep: Class 19 contains 54701 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 21 contains 174437 members 
Mstep: Class 22 contains 164232 members 
Mstep: Class 23 contains 35236 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 19809 members 
Mstep: Class 28 contains 26105 members 
Mstep: Class 29 contains 14020 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 173409 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216896.000000 Penalty: 109917.796875
Iteration 128Q: 33 clusters Score -1.242169e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 10078 members 
Mstep: Class 4 contains 17359 members 
Mstep: Class 5 contains 5438 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 12625 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 18983 members 
Mstep: Class 13 contains 171403 members 
Mstep: Class 14 contains 8222 members 
Mstep: Class 15 contains 8911 members 
Mstep: Class 16 contains 20612 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 14197 members 
Mstep: Class 19 contains 54698 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 174667 members 
Mstep: Class 22 contains 164058 members 
Mstep: Class 23 contains 35283 members 
Mstep: Class 24 contains 5866 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 19800 members 
Mstep: Class 28 contains 26154 members 
Mstep: Class 29 contains 14019 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 173426 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216816.000000 Penalty: 109917.796875
Iteration 129Q: 33 clusters Score -1.242168e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 14451 members 
Mstep: Class 3 contains 10078 members 
Mstep: Class 4 contains 17216 members 
Mstep: Class 5 contains 5429 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 18992 members 
Mstep: Class 13 contains 171421 members 
Mstep: Class 14 contains 8214 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 16 contains 20608 members 
Mstep: Class 17 contains 5252 members 
Mstep: Class 18 contains 14216 members 
Mstep: Class 19 contains 54697 members 
Mstep: Class 20 contains 4631 members 
Mstep: Class 21 contains 174904 members 
Mstep: Class 22 contains 163864 members 
Mstep: Class 23 contains 35329 members 
Mstep: Class 24 contains 5857 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 19804 members 
Mstep: Class 28 contains 26197 members 
Mstep: Class 29 contains 14015 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 173476 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217144.000000 Penalty: 109917.796875
Iteration 130Q: 33 clusters Score -1.242171e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 17068 members 
Mstep: Class 5 contains 5427 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 12613 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 19005 members 
Mstep: Class 13 contains 171436 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 8886 members 
Mstep: Class 16 contains 20603 members 
Mstep: Class 17 contains 5258 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 54697 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 175125 members 
Mstep: Class 22 contains 163711 members 
Mstep: Class 23 contains 35380 members 
Mstep: Class 24 contains 5870 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 19788 members 
Mstep: Class 28 contains 26235 members 
Mstep: Class 29 contains 14013 members 
Mstep: Class 30 contains 448 members 
Mstep: Class 31 contains 173489 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216912.000000 Penalty: 109917.796875
Iteration 131Q: 33 clusters Score -1.242169e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 10078 members 
Mstep: Class 4 contains 16930 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 12615 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 19014 members 
Mstep: Class 13 contains 171470 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 8895 members 
Mstep: Class 16 contains 20596 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 14268 members 
Mstep: Class 19 contains 54696 members 
Mstep: Class 20 contains 4673 members 
Mstep: Class 21 contains 175315 members 
Mstep: Class 22 contains 163564 members 
Mstep: Class 23 contains 35413 members 
Mstep: Class 24 contains 5865 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 19771 members 
Mstep: Class 28 contains 26284 members 
Mstep: Class 29 contains 14007 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 173510 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217008.000000 Penalty: 109917.796875
Iteration 132Q: 33 clusters Score -1.24217e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 14185 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 16823 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 171506 members 
Mstep: Class 14 contains 8196 members 
Mstep: Class 15 contains 8902 members 
Mstep: Class 16 contains 20591 members 
Mstep: Class 17 contains 5268 members 
Mstep: Class 18 contains 14280 members 
Mstep: Class 19 contains 54696 members 
Mstep: Class 20 contains 4703 members 
Mstep: Class 21 contains 175510 members 
Mstep: Class 22 contains 163439 members 
Mstep: Class 23 contains 35464 members 
Mstep: Class 24 contains 5855 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 19758 members 
Mstep: Class 28 contains 26331 members 
Mstep: Class 29 contains 14006 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 173481 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217304.000000 Penalty: 109917.796875
Iteration 133Q: 33 clusters Score -1.242173e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 14092 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 16698 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 3693 members 
Mstep: Class 7 contains 12627 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 5852 members 
Mstep: Class 12 contains 19037 members 
Mstep: Class 13 contains 171525 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 8935 members 
Mstep: Class 16 contains 20584 members 
Mstep: Class 17 contains 5270 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 54696 members 
Mstep: Class 20 contains 4726 members 
Mstep: Class 21 contains 175709 members 
Mstep: Class 22 contains 163326 members 
Mstep: Class 23 contains 35500 members 
Mstep: Class 24 contains 5848 members 
Mstep: Class 25 contains 247 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 19749 members 
Mstep: Class 28 contains 26386 members 
Mstep: Class 29 contains 14006 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 173429 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217256.000000 Penalty: 109917.796875
Iteration 134Q: 33 clusters Score -1.242173e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 16559 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 3699 members 
Mstep: Class 7 contains 12627 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 5855 members 
Mstep: Class 12 contains 19047 members 
Mstep: Class 13 contains 171553 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 20579 members 
Mstep: Class 17 contains 5271 members 
Mstep: Class 18 contains 14298 members 
Mstep: Class 19 contains 54696 members 
Mstep: Class 20 contains 4754 members 
Mstep: Class 21 contains 175877 members 
Mstep: Class 22 contains 163279 members 
Mstep: Class 23 contains 35525 members 
Mstep: Class 24 contains 5833 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 26430 members 
Mstep: Class 29 contains 14002 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 173386 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217344.000000 Penalty: 109917.796875
Iteration 135Q: 33 clusters Score -1.242173e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 5856 members 
Mstep: Class 12 contains 19049 members 
Mstep: Class 13 contains 171566 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 20571 members 
Mstep: Class 17 contains 5274 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 54697 members 
Mstep: Class 20 contains 4780 members 
Mstep: Class 21 contains 176044 members 
Mstep: Class 22 contains 163260 members 
Mstep: Class 23 contains 35540 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 26458 members 
Mstep: Class 29 contains 13997 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 173369 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217320.000000 Penalty: 109917.796875
Iteration 136Q: 33 clusters Score -1.242173e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 3705 members 
Mstep: Class 7 contains 12623 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 19053 members 
Mstep: Class 13 contains 171589 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 9028 members 
Mstep: Class 16 contains 20565 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 14319 members 
Mstep: Class 19 contains 54696 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 176232 members 
Mstep: Class 22 contains 163247 members 
Mstep: Class 23 contains 35542 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 19753 members 
Mstep: Class 28 contains 26497 members 
Mstep: Class 29 contains 13989 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 173358 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217040.000000 Penalty: 109917.796875
Iteration 137Q: 33 clusters Score -1.24217e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 16130 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 3711 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 5861 members 
Mstep: Class 12 contains 19047 members 
Mstep: Class 13 contains 171606 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 9043 members 
Mstep: Class 16 contains 20562 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 14327 members 
Mstep: Class 19 contains 54698 members 
Mstep: Class 20 contains 4816 members 
Mstep: Class 21 contains 176375 members 
Mstep: Class 22 contains 163263 members 
Mstep: Class 23 contains 35548 members 
Mstep: Class 24 contains 5806 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 19755 members 
Mstep: Class 28 contains 26544 members 
Mstep: Class 29 contains 13984 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 173308 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217088.000000 Penalty: 109917.796875
Iteration 138Q: 33 clusters Score -1.242171e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 13583 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 16006 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 12641 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 19031 members 
Mstep: Class 13 contains 171627 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 9058 members 
Mstep: Class 16 contains 20558 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 18 contains 14324 members 
Mstep: Class 19 contains 54700 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 176509 members 
Mstep: Class 22 contains 163286 members 
Mstep: Class 23 contains 35566 members 
Mstep: Class 24 contains 5802 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 19756 members 
Mstep: Class 28 contains 26603 members 
Mstep: Class 29 contains 13982 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 173240 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217128.000000 Penalty: 109917.796875
Iteration 139Q: 33 clusters Score -1.242171e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 13499 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15883 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 19023 members 
Mstep: Class 13 contains 171655 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 9068 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 14327 members 
Mstep: Class 19 contains 54702 members 
Mstep: Class 20 contains 4864 members 
Mstep: Class 21 contains 176657 members 
Mstep: Class 22 contains 163270 members 
Mstep: Class 23 contains 35582 members 
Mstep: Class 24 contains 5797 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 19751 members 
Mstep: Class 28 contains 26656 members 
Mstep: Class 29 contains 13978 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 173203 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217104.000000 Penalty: 109917.796875
Iteration 140F: 33 clusters Score -1.242171e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 13409 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15743 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 3715 members 
Mstep: Class 7 contains 12637 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 5869 members 
Mstep: Class 12 contains 19011 members 
Mstep: Class 13 contains 171667 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 20555 members 
Mstep: Class 17 contains 5286 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 54704 members 
Mstep: Class 20 contains 4882 members 
Mstep: Class 21 contains 176820 members 
Mstep: Class 22 contains 163241 members 
Mstep: Class 23 contains 35590 members 
Mstep: Class 24 contains 5790 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 26682 members 
Mstep: Class 29 contains 13975 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 173223 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217056.000000 Penalty: 109917.796875
Iteration 141Q: 33 clusters Score -1.242171e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 13318 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 3722 members 
Mstep: Class 7 contains 12637 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 19005 members 
Mstep: Class 13 contains 171677 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 20552 members 
Mstep: Class 17 contains 5286 members 
Mstep: Class 18 contains 14346 members 
Mstep: Class 19 contains 54707 members 
Mstep: Class 20 contains 4905 members 
Mstep: Class 21 contains 176950 members 
Mstep: Class 22 contains 163189 members 
Mstep: Class 23 contains 35589 members 
Mstep: Class 24 contains 5782 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 19741 members 
Mstep: Class 28 contains 26699 members 
Mstep: Class 29 contains 13975 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 173299 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217024.000000 Penalty: 109917.796875
Iteration 142Q: 33 clusters Score -1.24217e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 13227 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 5481 members 
Mstep: Class 6 contains 3725 members 
Mstep: Class 7 contains 12648 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 5879 members 
Mstep: Class 12 contains 18998 members 
Mstep: Class 13 contains 171687 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 20544 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 14344 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 4938 members 
Mstep: Class 21 contains 177075 members 
Mstep: Class 22 contains 163117 members 
Mstep: Class 23 contains 35597 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 19731 members 
Mstep: Class 28 contains 26724 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173398 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216784.000000 Penalty: 109917.796875
Iteration 143Q: 33 clusters Score -1.242168e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 13133 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 15306 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 3729 members 
Mstep: Class 7 contains 12653 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 5881 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 13 contains 171707 members 
Mstep: Class 14 contains 8196 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 20539 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 14349 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 4971 members 
Mstep: Class 21 contains 177209 members 
Mstep: Class 22 contains 163045 members 
Mstep: Class 23 contains 35610 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 19728 members 
Mstep: Class 28 contains 26746 members 
Mstep: Class 29 contains 13973 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173493 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216960.000000 Penalty: 109917.796875
Iteration 144Q: 33 clusters Score -1.24217e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 13065 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 15189 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 12656 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 12 contains 18980 members 
Mstep: Class 13 contains 171706 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 20533 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 14354 members 
Mstep: Class 19 contains 54713 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 177372 members 
Mstep: Class 22 contains 162965 members 
Mstep: Class 23 contains 35616 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 19730 members 
Mstep: Class 28 contains 26760 members 
Mstep: Class 29 contains 13971 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173532 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217168.000000 Penalty: 109917.796875
Iteration 145Q: 33 clusters Score -1.242172e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 13007 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15093 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 12663 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 5888 members 
Mstep: Class 12 contains 18984 members 
Mstep: Class 13 contains 171700 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9145 members 
Mstep: Class 16 contains 20528 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 18 contains 14358 members 
Mstep: Class 19 contains 54715 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 177509 members 
Mstep: Class 22 contains 162917 members 
Mstep: Class 23 contains 35637 members 
Mstep: Class 24 contains 5691 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 19722 members 
Mstep: Class 28 contains 26785 members 
Mstep: Class 29 contains 13970 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173524 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217008.000000 Penalty: 109917.796875
Iteration 146Q: 33 clusters Score -1.24217e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 14989 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 7 contains 12673 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 5894 members 
Mstep: Class 12 contains 18986 members 
Mstep: Class 13 contains 171715 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 9160 members 
Mstep: Class 16 contains 20521 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 18 contains 14364 members 
Mstep: Class 19 contains 54715 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 177633 members 
Mstep: Class 22 contains 162864 members 
Mstep: Class 23 contains 35648 members 
Mstep: Class 24 contains 5672 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 19721 members 
Mstep: Class 28 contains 26808 members 
Mstep: Class 29 contains 13969 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173514 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217248.000000 Penalty: 109917.796875
Iteration 147Q: 33 clusters Score -1.242172e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 12681 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 18986 members 
Mstep: Class 13 contains 171728 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 20518 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 177744 members 
Mstep: Class 22 contains 162850 members 
Mstep: Class 23 contains 35663 members 
Mstep: Class 24 contains 5660 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 19717 members 
Mstep: Class 28 contains 26844 members 
Mstep: Class 29 contains 13970 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173496 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217320.000000 Penalty: 109917.796875
Iteration 148Q: 33 clusters Score -1.242173e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 12822 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14783 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 18984 members 
Mstep: Class 13 contains 171727 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 15 contains 9190 members 
Mstep: Class 16 contains 20516 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 14373 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 177838 members 
Mstep: Class 22 contains 162896 members 
Mstep: Class 23 contains 35677 members 
Mstep: Class 24 contains 5639 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 19718 members 
Mstep: Class 28 contains 26888 members 
Mstep: Class 29 contains 13966 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173434 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217240.000000 Penalty: 109917.796875
Iteration 149Q: 33 clusters Score -1.242172e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 12742 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14722 members 
Mstep: Class 5 contains 5543 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 12695 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 5900 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 13 contains 171737 members 
Mstep: Class 14 contains 8196 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 20513 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 54715 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 177922 members 
Mstep: Class 22 contains 162918 members 
Mstep: Class 23 contains 35683 members 
Mstep: Class 24 contains 5605 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 19713 members 
Mstep: Class 28 contains 26933 members 
Mstep: Class 29 contains 13968 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173371 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217256.000000 Penalty: 109917.796875
Iteration 150Q: 33 clusters Score -1.242173e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 12653 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14654 members 
Mstep: Class 5 contains 5551 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 12699 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 18997 members 
Mstep: Class 13 contains 171745 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 9198 members 
Mstep: Class 16 contains 20509 members 
Mstep: Class 17 contains 5292 members 
Mstep: Class 18 contains 14390 members 
Mstep: Class 19 contains 54713 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 177998 members 
Mstep: Class 22 contains 162965 members 
Mstep: Class 23 contains 35684 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 19718 members 
Mstep: Class 28 contains 26979 members 
Mstep: Class 29 contains 13972 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173303 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217392.000000 Penalty: 109917.796875
Iteration 151Q: 33 clusters Score -1.242174e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 12570 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14592 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12702 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 5901 members 
Mstep: Class 12 contains 19002 members 
Mstep: Class 13 contains 171744 members 
Mstep: Class 14 contains 8196 members 
Mstep: Class 15 contains 9205 members 
Mstep: Class 16 contains 20506 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 178057 members 
Mstep: Class 22 contains 163038 members 
Mstep: Class 23 contains 35702 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 19706 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173238 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217440.000000 Penalty: 109917.796875
Iteration 152Q: 33 clusters Score -1.242174e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 12505 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14523 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 12706 members 
Mstep: Class 8 contains 6141 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 5903 members 
Mstep: Class 12 contains 19009 members 
Mstep: Class 13 contains 171753 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 20502 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 14396 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 5182 members 
Mstep: Class 21 contains 178088 members 
Mstep: Class 22 contains 163158 members 
Mstep: Class 23 contains 35705 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 19693 members 
Mstep: Class 28 contains 27064 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173156 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217456.000000 Penalty: 109917.796875
Iteration 153Q: 33 clusters Score -1.242175e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14450 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 12712 members 
Mstep: Class 8 contains 6145 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 19012 members 
Mstep: Class 13 contains 171756 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 20496 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 5202 members 
Mstep: Class 21 contains 178120 members 
Mstep: Class 22 contains 163292 members 
Mstep: Class 23 contains 35711 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 19684 members 
Mstep: Class 28 contains 27103 members 
Mstep: Class 29 contains 13975 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173084 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217792.000000 Penalty: 109917.796875
Iteration 154Q: 33 clusters Score -1.242178e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 12335 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14384 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12722 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 5909 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 171765 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 20495 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 178134 members 
Mstep: Class 22 contains 163418 members 
Mstep: Class 23 contains 35726 members 
Mstep: Class 24 contains 5531 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19683 members 
Mstep: Class 28 contains 27143 members 
Mstep: Class 29 contains 13979 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172999 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217920.000000 Penalty: 109917.796875
Iteration 155Q: 33 clusters Score -1.242179e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 3751 members 
Mstep: Class 7 contains 12725 members 
Mstep: Class 8 contains 6157 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 5914 members 
Mstep: Class 12 contains 19023 members 
Mstep: Class 13 contains 171770 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9224 members 
Mstep: Class 16 contains 20493 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 54706 members 
Mstep: Class 20 contains 5243 members 
Mstep: Class 21 contains 178150 members 
Mstep: Class 22 contains 163552 members 
Mstep: Class 23 contains 35731 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19686 members 
Mstep: Class 28 contains 27179 members 
Mstep: Class 29 contains 13979 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172924 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217960.000000 Penalty: 109917.796875
Iteration 156Q: 33 clusters Score -1.24218e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 12722 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 5918 members 
Mstep: Class 12 contains 19033 members 
Mstep: Class 13 contains 171772 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 20490 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 54706 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 178147 members 
Mstep: Class 22 contains 163696 members 
Mstep: Class 23 contains 35740 members 
Mstep: Class 24 contains 5492 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 19689 members 
Mstep: Class 28 contains 27219 members 
Mstep: Class 29 contains 13980 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172859 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217760.000000 Penalty: 109917.796875
Iteration 157Q: 33 clusters Score -1.242178e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 14174 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12712 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 171765 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 15 contains 9252 members 
Mstep: Class 16 contains 20487 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 178127 members 
Mstep: Class 22 contains 163875 members 
Mstep: Class 23 contains 35743 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19697 members 
Mstep: Class 28 contains 27259 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172818 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217904.000000 Penalty: 109917.796875
Iteration 158Q: 33 clusters Score -1.242179e+08 nChanged 959
Entering ConstructFrom: 
Score: -124217904.000000 Penalty: 109917.796875
Entering ConstructFrom: 
Trying to split cluster 1 (27160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Entering Unmasked Estep 
Score: -3343841.250000 Penalty: 2531.956055
	Iteration 0F: 2 clusters Score -3343841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3325353.750000 Penalty: 5063.912109
	Iteration 0F: 3 clusters Score -3325354 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3331629.500000 Penalty: 5063.912109
	Iteration 1F: 3 clusters Score -3331630 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3332090.000000 Penalty: 5063.912109
	Iteration 2F: 3 clusters Score -3332090 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3332464.500000 Penalty: 5063.912109
	Iteration 3Q: 3 clusters Score -3332464 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3332794.750000 Penalty: 5063.912109
	Iteration 4Q: 3 clusters Score -3332795 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3333129.750000 Penalty: 5063.912109
	Iteration 5Q: 3 clusters Score -3333130 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3333469.500000 Penalty: 5063.912109
	Iteration 6Q: 3 clusters Score -3333470 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3333817.250000 Penalty: 5063.912109
	Iteration 7Q: 3 clusters Score -3333817 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3334306.250000 Penalty: 5063.912109
	Iteration 8Q: 3 clusters Score -3334306 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3334870.000000 Penalty: 5063.912109
	Iteration 9Q: 3 clusters Score -3334870 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3335526.000000 Penalty: 5063.912109
	Iteration 10Q: 3 clusters Score -3335526 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3336266.000000 Penalty: 5063.912109
	Iteration 11Q: 3 clusters Score -3336266 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3337053.250000 Penalty: 5063.912109
	Iteration 12Q: 3 clusters Score -3337053 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3337910.000000 Penalty: 5063.912109
	Iteration 13Q: 3 clusters Score -3337910 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3338783.500000 Penalty: 5063.912109
	Iteration 14Q: 3 clusters Score -3338784 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3339591.500000 Penalty: 5063.912109
	Iteration 15Q: 3 clusters Score -3339592 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3340264.500000 Penalty: 5063.912109
	Iteration 16Q: 3 clusters Score -3340264 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3340824.000000 Penalty: 5063.912109
	Iteration 17Q: 3 clusters Score -3340824 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3341158.750000 Penalty: 5063.912109
	Iteration 18Q: 3 clusters Score -3341159 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3341337.000000 Penalty: 5063.912109
	Iteration 19Q: 3 clusters Score -3341337 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3341450.750000 Penalty: 5063.912109
	Iteration 20F: 3 clusters Score -3341451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3341534.500000 Penalty: 5063.912109
	Iteration 21Q: 3 clusters Score -3341534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3341580.000000 Penalty: 5063.912109
	Iteration 22Q: 3 clusters Score -3341580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3341630.250000 Penalty: 5063.912109
	Iteration 23Q: 3 clusters Score -3341630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3341653.750000 Penalty: 5063.912109
	Iteration 24Q: 3 clusters Score -3341654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3341662.000000 Penalty: 5063.912109
	Iteration 25Q: 3 clusters Score -3341662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3341680.500000 Penalty: 5063.912109
	Iteration 26Q: 3 clusters Score -3341680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3341690.000000 Penalty: 5063.912109
	Iteration 27Q: 3 clusters Score -3341690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3341698.750000 Penalty: 5063.912109
	Iteration 28Q: 3 clusters Score -3341699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3341706.250000 Penalty: 5063.912109
	Iteration 29Q: 3 clusters Score -3341706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3341711.500000 Penalty: 5063.912109
	Iteration 30Q: 3 clusters Score -3341712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3341714.500000 Penalty: 5063.912109
	Iteration 31Q: 3 clusters Score -3341714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3341718.000000 Penalty: 5063.912109
	Iteration 32Q: 3 clusters Score -3341718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3341721.750000 Penalty: 5063.912109
	Iteration 33Q: 3 clusters Score -3341722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3341728.250000 Penalty: 5063.912109
	Iteration 34Q: 3 clusters Score -3341728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3341728.250000 Penalty: 5063.912109
	Iteration 35F: 3 clusters Score -3341728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Entering Unmasked Estep 
Score: -1478276.250000 Penalty: 2327.096436
	Iteration 0F: 2 clusters Score -1478276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1469437.000000 Penalty: 4654.192871
	Iteration 0F: 3 clusters Score -1469437 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1472138.125000 Penalty: 4654.192871
	Iteration 1F: 3 clusters Score -1472138 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1472460.750000 Penalty: 4654.192871
	Iteration 2F: 3 clusters Score -1472461 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1472725.250000 Penalty: 4654.192871
	Iteration 3Q: 3 clusters Score -1472725 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1472996.750000 Penalty: 4654.192871
	Iteration 4Q: 3 clusters Score -1472997 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1473273.125000 Penalty: 4654.192871
	Iteration 5Q: 3 clusters Score -1473273 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1473599.375000 Penalty: 4654.192871
	Iteration 6Q: 3 clusters Score -1473599 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1473996.750000 Penalty: 4654.192871
	Iteration 7Q: 3 clusters Score -1473997 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1474433.625000 Penalty: 4654.192871
	Iteration 8Q: 3 clusters Score -1474434 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1474848.000000 Penalty: 4654.192871
	Iteration 9Q: 3 clusters Score -1474848 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1475163.875000 Penalty: 4654.192871
	Iteration 10Q: 3 clusters Score -1475164 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1475441.875000 Penalty: 4654.192871
	Iteration 11Q: 3 clusters Score -1475442 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1475655.750000 Penalty: 4654.192871
	Iteration 12Q: 3 clusters Score -1475656 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1475807.250000 Penalty: 4654.192871
	Iteration 13Q: 3 clusters Score -1475807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1475895.375000 Penalty: 4654.192871
	Iteration 14Q: 3 clusters Score -1475895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1475965.750000 Penalty: 4654.192871
	Iteration 15Q: 3 clusters Score -1475966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1476046.250000 Penalty: 4654.192871
	Iteration 16Q: 3 clusters Score -1476046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1476099.875000 Penalty: 4654.192871
	Iteration 17Q: 3 clusters Score -1476100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1476128.875000 Penalty: 4654.192871
	Iteration 18Q: 3 clusters Score -1476129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1476152.875000 Penalty: 4654.192871
	Iteration 19Q: 3 clusters Score -1476153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1476166.625000 Penalty: 4654.192871
	Iteration 20F: 3 clusters Score -1476167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1476186.000000 Penalty: 4654.192871
	Iteration 21Q: 3 clusters Score -1476186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1476202.750000 Penalty: 4654.192871
	Iteration 22Q: 3 clusters Score -1476203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1476217.375000 Penalty: 4654.192871
	Iteration 23Q: 3 clusters Score -1476217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1476223.750000 Penalty: 4654.192871
	Iteration 24Q: 3 clusters Score -1476224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1476229.000000 Penalty: 4654.192871
	Iteration 25Q: 3 clusters Score -1476229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1476233.375000 Penalty: 4654.192871
	Iteration 26Q: 3 clusters Score -1476233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1476231.000000 Penalty: 4654.192871
	Iteration 27Q: 3 clusters Score -1476231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1476235.875000 Penalty: 4654.192871
	Iteration 28Q: 3 clusters Score -1476236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1476236.000000 Penalty: 4654.192871
	Iteration 29Q: 3 clusters Score -1476236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1476236.000000 Penalty: 4654.192871
	Iteration 30F: 3 clusters Score -1476236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Entering Unmasked Estep 
Score: -1231449.000000 Penalty: 2286.214355
	Iteration 0F: 2 clusters Score -1231449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1223790.500000 Penalty: 4572.428711
	Iteration 0F: 3 clusters Score -1223790 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1226241.625000 Penalty: 4572.428711
	Iteration 1F: 3 clusters Score -1226242 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1226818.375000 Penalty: 4572.428711
	Iteration 2F: 3 clusters Score -1226818 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1227393.125000 Penalty: 4572.428711
	Iteration 3F: 3 clusters Score -1227393 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1227879.250000 Penalty: 4572.428711
	Iteration 4F: 3 clusters Score -1227879 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1228287.625000 Penalty: 4572.428711
	Iteration 5F: 3 clusters Score -1228288 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1228593.750000 Penalty: 4572.428711
	Iteration 6Q: 3 clusters Score -1228594 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1228826.125000 Penalty: 4572.428711
	Iteration 7Q: 3 clusters Score -1228826 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1228995.000000 Penalty: 4572.428711
	Iteration 8Q: 3 clusters Score -1228995 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1229116.375000 Penalty: 4572.428711
	Iteration 9Q: 3 clusters Score -1229116 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1229201.375000 Penalty: 4572.428711
	Iteration 10Q: 3 clusters Score -1229201 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1229262.375000 Penalty: 4572.428711
	Iteration 11Q: 3 clusters Score -1229262 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1229319.375000 Penalty: 4572.428711
	Iteration 12Q: 3 clusters Score -1229319 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1229366.375000 Penalty: 4572.428711
	Iteration 13Q: 3 clusters Score -1229366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1229395.500000 Penalty: 4572.428711
	Iteration 14Q: 3 clusters Score -1229396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1229416.875000 Penalty: 4572.428711
	Iteration 15Q: 3 clusters Score -1229417 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1229447.500000 Penalty: 4572.428711
	Iteration 16Q: 3 clusters Score -1229448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1229467.375000 Penalty: 4572.428711
	Iteration 17Q: 3 clusters Score -1229467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1229481.125000 Penalty: 4572.428711
	Iteration 18Q: 3 clusters Score -1229481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1229497.375000 Penalty: 4572.428711
	Iteration 19Q: 3 clusters Score -1229497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1229511.500000 Penalty: 4572.428711
	Iteration 20F: 3 clusters Score -1229512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1229530.125000 Penalty: 4572.428711
	Iteration 21Q: 3 clusters Score -1229530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1229545.250000 Penalty: 4572.428711
	Iteration 22Q: 3 clusters Score -1229545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1229557.125000 Penalty: 4572.428711
	Iteration 23Q: 3 clusters Score -1229557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1229572.625000 Penalty: 4572.428711
	Iteration 24Q: 3 clusters Score -1229573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1229579.875000 Penalty: 4572.428711
	Iteration 25Q: 3 clusters Score -1229580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1229584.750000 Penalty: 4572.428711
	Iteration 26Q: 3 clusters Score -1229585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1229597.250000 Penalty: 4572.428711
	Iteration 27Q: 3 clusters Score -1229597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1229603.375000 Penalty: 4572.428711
	Iteration 28Q: 3 clusters Score -1229603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1229619.500000 Penalty: 4572.428711
	Iteration 29Q: 3 clusters Score -1229620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1229632.625000 Penalty: 4572.428711
	Iteration 30Q: 3 clusters Score -1229633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1229653.125000 Penalty: 4572.428711
	Iteration 31Q: 3 clusters Score -1229653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1229667.500000 Penalty: 4572.428711
	Iteration 32Q: 3 clusters Score -1229668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1229679.250000 Penalty: 4572.428711
	Iteration 33Q: 3 clusters Score -1229679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1229692.375000 Penalty: 4572.428711
	Iteration 34Q: 3 clusters Score -1229692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1229708.375000 Penalty: 4572.428711
	Iteration 35Q: 3 clusters Score -1229708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1229725.875000 Penalty: 4572.428711
	Iteration 36Q: 3 clusters Score -1229726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1229744.750000 Penalty: 4572.428711
	Iteration 37Q: 3 clusters Score -1229745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1229756.125000 Penalty: 4572.428711
	Iteration 38Q: 3 clusters Score -1229756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1229770.000000 Penalty: 4572.428711
	Iteration 39Q: 3 clusters Score -1229770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1229782.625000 Penalty: 4572.428711
	Iteration 40F: 3 clusters Score -1229783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1229787.125000 Penalty: 4572.428711
	Iteration 41Q: 3 clusters Score -1229787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1229791.875000 Penalty: 4572.428711
	Iteration 42Q: 3 clusters Score -1229792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1229796.250000 Penalty: 4572.428711
	Iteration 43Q: 3 clusters Score -1229796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1229797.875000 Penalty: 4572.428711
	Iteration 44Q: 3 clusters Score -1229798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1229803.500000 Penalty: 4572.428711
	Iteration 45Q: 3 clusters Score -1229804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1229806.375000 Penalty: 4572.428711
	Iteration 46Q: 3 clusters Score -1229806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1229811.375000 Penalty: 4572.428711
	Iteration 47Q: 3 clusters Score -1229811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1229815.375000 Penalty: 4572.428711
	Iteration 48Q: 3 clusters Score -1229815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1229820.125000 Penalty: 4572.428711
	Iteration 49Q: 3 clusters Score -1229820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1229828.000000 Penalty: 4572.428711
	Iteration 50Q: 3 clusters Score -1229828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1229831.000000 Penalty: 4572.428711
	Iteration 51Q: 3 clusters Score -1229831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1229829.625000 Penalty: 4572.428711
	Iteration 52Q: 3 clusters Score -1229830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1229829.875000 Penalty: 4572.428711
	Iteration 53Q: 3 clusters Score -1229830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1229833.875000 Penalty: 4572.428711
	Iteration 54Q: 3 clusters Score -1229834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1229837.500000 Penalty: 4572.428711
	Iteration 55Q: 3 clusters Score -1229838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1229840.750000 Penalty: 4572.428711
	Iteration 56Q: 3 clusters Score -1229841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1229842.250000 Penalty: 4572.428711
	Iteration 57Q: 3 clusters Score -1229842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1229844.750000 Penalty: 4572.428711
	Iteration 58Q: 3 clusters Score -1229845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1229846.375000 Penalty: 4572.428711
	Iteration 59Q: 3 clusters Score -1229846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1229846.750000 Penalty: 4572.428711
	Iteration 60F: 3 clusters Score -1229847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1229849.625000 Penalty: 4572.428711
	Iteration 61Q: 3 clusters Score -1229850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1229854.625000 Penalty: 4572.428711
	Iteration 62Q: 3 clusters Score -1229855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1229858.750000 Penalty: 4572.428711
	Iteration 63Q: 3 clusters Score -1229859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1229861.625000 Penalty: 4572.428711
	Iteration 64Q: 3 clusters Score -1229862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1229860.750000 Penalty: 4572.428711
	Iteration 65Q: 3 clusters Score -1229861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1229866.000000 Penalty: 4572.428711
	Iteration 66Q: 3 clusters Score -1229866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1229866.625000 Penalty: 4572.428711
	Iteration 67Q: 3 clusters Score -1229867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1229870.000000 Penalty: 4572.428711
	Iteration 68Q: 3 clusters Score -1229870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1229874.375000 Penalty: 4572.428711
	Iteration 69Q: 3 clusters Score -1229874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1229874.875000 Penalty: 4572.428711
	Iteration 70Q: 3 clusters Score -1229875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1229875.875000 Penalty: 4572.428711
	Iteration 71Q: 3 clusters Score -1229876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1229880.750000 Penalty: 4572.428711
	Iteration 72Q: 3 clusters Score -1229881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1229885.500000 Penalty: 4572.428711
	Iteration 73Q: 3 clusters Score -1229886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1229887.625000 Penalty: 4572.428711
	Iteration 74Q: 3 clusters Score -1229888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1229889.500000 Penalty: 4572.428711
	Iteration 75Q: 3 clusters Score -1229890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1229893.375000 Penalty: 4572.428711
	Iteration 76Q: 3 clusters Score -1229893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1229895.500000 Penalty: 4572.428711
	Iteration 77Q: 3 clusters Score -1229896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1229895.875000 Penalty: 4572.428711
	Iteration 78Q: 3 clusters Score -1229896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1229899.000000 Penalty: 4572.428711
	Iteration 79Q: 3 clusters Score -1229899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1229899.875000 Penalty: 4572.428711
	Iteration 80F: 3 clusters Score -1229900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1229904.375000 Penalty: 4572.428711
	Iteration 81Q: 3 clusters Score -1229904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1229910.875000 Penalty: 4572.428711
	Iteration 82Q: 3 clusters Score -1229911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1229916.750000 Penalty: 4572.428711
	Iteration 83Q: 3 clusters Score -1229917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1229923.375000 Penalty: 4572.428711
	Iteration 84Q: 3 clusters Score -1229923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1229925.250000 Penalty: 4572.428711
	Iteration 85Q: 3 clusters Score -1229925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1229930.500000 Penalty: 4572.428711
	Iteration 86Q: 3 clusters Score -1229930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1229934.250000 Penalty: 4572.428711
	Iteration 87Q: 3 clusters Score -1229934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1229935.500000 Penalty: 4572.428711
	Iteration 88Q: 3 clusters Score -1229936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1229942.250000 Penalty: 4572.428711
	Iteration 89Q: 3 clusters Score -1229942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1229944.250000 Penalty: 4572.428711
	Iteration 90Q: 3 clusters Score -1229944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1229949.875000 Penalty: 4572.428711
	Iteration 91Q: 3 clusters Score -1229950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1229951.500000 Penalty: 4572.428711
	Iteration 92Q: 3 clusters Score -1229952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1229951.000000 Penalty: 4572.428711
	Iteration 93Q: 3 clusters Score -1229951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1229951.500000 Penalty: 4572.428711
	Iteration 94Q: 3 clusters Score -1229952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1229950.375000 Penalty: 4572.428711
	Iteration 95Q: 3 clusters Score -1229950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1229950.375000 Penalty: 4572.428711
	Iteration 96F: 3 clusters Score -1229950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1834992.375000 Penalty: 2369.761475
	Iteration 0F: 2 clusters Score -1834992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1824652.375000 Penalty: 4739.522949
	Iteration 0F: 3 clusters Score -1824652 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1827740.500000 Penalty: 4739.522949
	Iteration 1F: 3 clusters Score -1827740 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1828039.750000 Penalty: 4739.522949
	Iteration 2F: 3 clusters Score -1828040 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1828271.750000 Penalty: 4739.522949
	Iteration 3Q: 3 clusters Score -1828272 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1828447.500000 Penalty: 4739.522949
	Iteration 4Q: 3 clusters Score -1828448 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1828569.000000 Penalty: 4739.522949
	Iteration 5Q: 3 clusters Score -1828569 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1828668.125000 Penalty: 4739.522949
	Iteration 6Q: 3 clusters Score -1828668 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1828729.250000 Penalty: 4739.522949
	Iteration 7Q: 3 clusters Score -1828729 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1828783.250000 Penalty: 4739.522949
	Iteration 8Q: 3 clusters Score -1828783 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1828822.125000 Penalty: 4739.522949
	Iteration 9Q: 3 clusters Score -1828822 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1828856.125000 Penalty: 4739.522949
	Iteration 10Q: 3 clusters Score -1828856 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1828883.375000 Penalty: 4739.522949
	Iteration 11Q: 3 clusters Score -1828883 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6860 members 
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Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6877 members 
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Mstep: Class 1 contains 7230 members 
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Mstep: Class 1 contains 7209 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1829087 nChanged 123
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Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7077 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7076 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7068 members 
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Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7036 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7037 members 
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Mstep: Class 1 contains 7020 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6841 members 
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Mstep: Class 1 contains 6840 members 
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Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6772 members 
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Mstep: Class 1 contains 6781 members 
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Mstep: Class 1 contains 6800 members 
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	Iteration 54Q: 3 clusters Score -1831004 nChanged 79
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Mstep: Class 1 contains 6811 members 
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Mstep: Class 1 contains 6825 members 
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	Iteration 56Q: 3 clusters Score -1831034 nChanged 68
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	Iteration 58Q: 3 clusters Score -1831061 nChanged 54
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	Iteration 60F: 3 clusters Score -1831081 nChanged 53
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	Iteration 64Q: 3 clusters Score -1831113 nChanged 49
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	Iteration 71Q: 3 clusters Score -1831170 nChanged 32
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	Iteration 72Q: 3 clusters Score -1831177 nChanged 33
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	Iteration 73Q: 3 clusters Score -1831182 nChanged 34
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	Iteration 74Q: 3 clusters Score -1831182 nChanged 33
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	Iteration 79Q: 3 clusters Score -1831202 nChanged 34
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	Iteration 81Q: 3 clusters Score -1831215 nChanged 27
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	Iteration 82Q: 3 clusters Score -1831221 nChanged 20
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	Iteration 83Q: 3 clusters Score -1831224 nChanged 19
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	Iteration 84Q: 3 clusters Score -1831226 nChanged 22
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	Iteration 85Q: 3 clusters Score -1831226 nChanged 25
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	Iteration 86Q: 3 clusters Score -1831229 nChanged 24
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	Iteration 87Q: 3 clusters Score -1831228 nChanged 24
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	Iteration 88Q: 3 clusters Score -1831233 nChanged 18
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	Iteration 89Q: 3 clusters Score -1831231 nChanged 22
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	Iteration 90Q: 3 clusters Score -1831237 nChanged 26
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	Iteration 91Q: 3 clusters Score -1831246 nChanged 21
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	Iteration 92Q: 3 clusters Score -1831244 nChanged 18
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Mstep: Class 1 contains 6469 members 
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	Iteration 93Q: 3 clusters Score -1831249 nChanged 15
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	Iteration 94Q: 3 clusters Score -1831252 nChanged 9
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	Iteration 95Q: 3 clusters Score -1831251 nChanged 9
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	Iteration 96Q: 3 clusters Score -1831253 nChanged 9
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	Iteration 97Q: 3 clusters Score -1831253 nChanged 5
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	Iteration 98Q: 3 clusters Score -1831256 nChanged 3
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	Iteration 99Q: 3 clusters Score -1831253 nChanged 7
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	Iteration 100F: 3 clusters Score -1831252 nChanged 7
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Mstep: Class 1 contains 6413 members 
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	Iteration 101Q: 3 clusters Score -1831253 nChanged 9
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	Iteration 102Q: 3 clusters Score -1831252 nChanged 4
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	Iteration 103Q: 3 clusters Score -1831252 nChanged 8
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	Iteration 104Q: 3 clusters Score -1831253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1831256.125000 Penalty: 4739.522949
	Iteration 105Q: 3 clusters Score -1831256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1831257.750000 Penalty: 4739.522949
	Iteration 106Q: 3 clusters Score -1831258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1831254.500000 Penalty: 4739.522949
	Iteration 107Q: 3 clusters Score -1831254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1831256.625000 Penalty: 4739.522949
	Iteration 108Q: 3 clusters Score -1831257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1831254.875000 Penalty: 4739.522949
	Iteration 109Q: 3 clusters Score -1831255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1831255.625000 Penalty: 4739.522949
	Iteration 110Q: 3 clusters Score -1831256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1831255.625000 Penalty: 4739.522949
	Iteration 111F: 3 clusters Score -1831256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -624315.437500 Penalty: 2139.037354
	Iteration 0F: 2 clusters Score -624315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -619430.062500 Penalty: 4278.074707
	Iteration 0F: 3 clusters Score -619430.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -620734.375000 Penalty: 4278.074707
	Iteration 1F: 3 clusters Score -620734.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -620997.812500 Penalty: 4278.074707
	Iteration 2F: 3 clusters Score -620997.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -621165.125000 Penalty: 4278.074707
	Iteration 3F: 3 clusters Score -621165.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -621313.187500 Penalty: 4278.074707
	Iteration 4Q: 3 clusters Score -621313.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -621465.187500 Penalty: 4278.074707
	Iteration 5Q: 3 clusters Score -621465.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -621615.000000 Penalty: 4278.074707
	Iteration 6Q: 3 clusters Score -621615 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -621771.687500 Penalty: 4278.074707
	Iteration 7Q: 3 clusters Score -621771.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -621965.687500 Penalty: 4278.074707
	Iteration 8Q: 3 clusters Score -621965.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -622132.375000 Penalty: 4278.074707
	Iteration 9Q: 3 clusters Score -622132.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -622257.375000 Penalty: 4278.074707
	Iteration 10Q: 3 clusters Score -622257.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -622335.937500 Penalty: 4278.074707
	Iteration 11Q: 3 clusters Score -622335.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -622393.875000 Penalty: 4278.074707
	Iteration 12Q: 3 clusters Score -622393.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -622440.187500 Penalty: 4278.074707
	Iteration 13Q: 3 clusters Score -622440.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -622476.562500 Penalty: 4278.074707
	Iteration 14Q: 3 clusters Score -622476.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -622514.500000 Penalty: 4278.074707
	Iteration 15Q: 3 clusters Score -622514.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -622553.562500 Penalty: 4278.074707
	Iteration 16Q: 3 clusters Score -622553.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -622587.625000 Penalty: 4278.074707
	Iteration 17Q: 3 clusters Score -622587.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -622615.562500 Penalty: 4278.074707
	Iteration 18Q: 3 clusters Score -622615.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -622650.125000 Penalty: 4278.074707
	Iteration 19Q: 3 clusters Score -622650.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -622675.875000 Penalty: 4278.074707
	Iteration 20F: 3 clusters Score -622675.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -622691.750000 Penalty: 4278.074707
	Iteration 21Q: 3 clusters Score -622691.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -622705.562500 Penalty: 4278.074707
	Iteration 22Q: 3 clusters Score -622705.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -622720.500000 Penalty: 4278.074707
	Iteration 23Q: 3 clusters Score -622720.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -622734.875000 Penalty: 4278.074707
	Iteration 24Q: 3 clusters Score -622734.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -622745.187500 Penalty: 4278.074707
	Iteration 25Q: 3 clusters Score -622745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -622753.812500 Penalty: 4278.074707
	Iteration 26Q: 3 clusters Score -622753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -622760.250000 Penalty: 4278.074707
	Iteration 27Q: 3 clusters Score -622760.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -622768.687500 Penalty: 4278.074707
	Iteration 28Q: 3 clusters Score -622768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -622774.437500 Penalty: 4278.074707
	Iteration 29Q: 3 clusters Score -622774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -622777.375000 Penalty: 4278.074707
	Iteration 30Q: 3 clusters Score -622777.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -622784.375000 Penalty: 4278.074707
	Iteration 31Q: 3 clusters Score -622784.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -622793.875000 Penalty: 4278.074707
	Iteration 32Q: 3 clusters Score -622793.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -622802.500000 Penalty: 4278.074707
	Iteration 33Q: 3 clusters Score -622802.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -622812.500000 Penalty: 4278.074707
	Iteration 34Q: 3 clusters Score -622812.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -622819.812500 Penalty: 4278.074707
	Iteration 35Q: 3 clusters Score -622819.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -622826.687500 Penalty: 4278.074707
	Iteration 36Q: 3 clusters Score -622826.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -622830.687500 Penalty: 4278.074707
	Iteration 37Q: 3 clusters Score -622830.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -622835.125000 Penalty: 4278.074707
	Iteration 38Q: 3 clusters Score -622835.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -622841.500000 Penalty: 4278.074707
	Iteration 39Q: 3 clusters Score -622841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -622844.000000 Penalty: 4278.074707
	Iteration 40F: 3 clusters Score -622844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -622844.375000 Penalty: 4278.074707
	Iteration 41Q: 3 clusters Score -622844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -622847.062500 Penalty: 4278.074707
	Iteration 42Q: 3 clusters Score -622847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -622850.250000 Penalty: 4278.074707
	Iteration 43Q: 3 clusters Score -622850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -622852.000000 Penalty: 4278.074707
	Iteration 44Q: 3 clusters Score -622852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -622855.375000 Penalty: 4278.074707
	Iteration 45Q: 3 clusters Score -622855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -622855.750000 Penalty: 4278.074707
	Iteration 46Q: 3 clusters Score -622855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -622855.750000 Penalty: 4278.074707
	Iteration 47F: 3 clusters Score -622855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -432410.281250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -432410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -428673.468750 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -428673.5 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -429516.187500 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -429516.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -429721.000000 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -429721 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -429881.906250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -429881.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -429999.031250 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -429999 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -430097.562500 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -430097.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -430181.218750 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -430181.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -430273.843750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -430273.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -430395.875000 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -430395.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -430550.937500 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -430550.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -430745.281250 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -430745.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -430962.656250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -430962.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -431101.218750 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -431101.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -431196.625000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -431196.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -431284.750000 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -431284.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -431337.781250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -431337.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -431375.062500 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -431375.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -431399.531250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -431399.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -431417.781250 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -431417.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -431428.562500 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -431428.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -431438.781250 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -431438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -431447.343750 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -431447.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -431449.781250 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -431449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -431454.593750 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -431454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -431459.000000 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -431459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -431461.343750 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -431461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -431463.625000 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -431463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -431465.968750 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -431466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -431469.875000 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -431469.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -431472.625000 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -431472.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -431478.656250 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -431478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -431483.468750 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -431483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -431489.250000 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -431489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -431493.187500 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -431493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -431497.656250 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -431497.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -431503.625000 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -431503.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -431508.312500 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -431508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -431520.312500 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -431520.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -431531.531250 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -431531.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -431538.187500 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -431538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -431545.593750 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -431545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -431553.187500 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -431553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -431556.312500 Penalty: 4082.102051
	Iteration 42Q: 3 clusters Score -431556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -431559.531250 Penalty: 4082.102051
	Iteration 43Q: 3 clusters Score -431559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -431562.500000 Penalty: 4082.102051
	Iteration 44Q: 3 clusters Score -431562.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -431566.000000 Penalty: 4082.102051
	Iteration 45Q: 3 clusters Score -431566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -431571.343750 Penalty: 4082.102051
	Iteration 46Q: 3 clusters Score -431571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -431574.500000 Penalty: 4082.102051
	Iteration 47Q: 3 clusters Score -431574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -431578.843750 Penalty: 4082.102051
	Iteration 48Q: 3 clusters Score -431578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -431581.125000 Penalty: 4082.102051
	Iteration 49Q: 3 clusters Score -431581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -431582.062500 Penalty: 4082.102051
	Iteration 50Q: 3 clusters Score -431582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -431582.062500 Penalty: 4082.102051
	Iteration 51F: 3 clusters Score -431582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Entering Unmasked Estep 
Score: -1510805.250000 Penalty: 2343.538330
	Iteration 0F: 2 clusters Score -1510805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1501466.500000 Penalty: 4687.076660
	Iteration 0F: 3 clusters Score -1501466 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1504481.750000 Penalty: 4687.076660
	Iteration 1F: 3 clusters Score -1504482 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1504945.250000 Penalty: 4687.076660
	Iteration 2F: 3 clusters Score -1504945 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1505337.250000 Penalty: 4687.076660
	Iteration 3F: 3 clusters Score -1505337 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1505673.000000 Penalty: 4687.076660
	Iteration 4F: 3 clusters Score -1505673 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1505987.625000 Penalty: 4687.076660
	Iteration 5Q: 3 clusters Score -1505988 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1506267.625000 Penalty: 4687.076660
	Iteration 6Q: 3 clusters Score -1506268 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1506511.250000 Penalty: 4687.076660
	Iteration 7Q: 3 clusters Score -1506511 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1506728.875000 Penalty: 4687.076660
	Iteration 8Q: 3 clusters Score -1506729 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1506954.250000 Penalty: 4687.076660
	Iteration 9Q: 3 clusters Score -1506954 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1507172.125000 Penalty: 4687.076660
	Iteration 10Q: 3 clusters Score -1507172 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1507376.500000 Penalty: 4687.076660
	Iteration 11Q: 3 clusters Score -1507376 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1507565.750000 Penalty: 4687.076660
	Iteration 12Q: 3 clusters Score -1507566 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1507756.125000 Penalty: 4687.076660
	Iteration 13Q: 3 clusters Score -1507756 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1507908.375000 Penalty: 4687.076660
	Iteration 14Q: 3 clusters Score -1507908 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1508046.750000 Penalty: 4687.076660
	Iteration 15Q: 3 clusters Score -1508047 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1508153.125000 Penalty: 4687.076660
	Iteration 16Q: 3 clusters Score -1508153 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1508237.250000 Penalty: 4687.076660
	Iteration 17Q: 3 clusters Score -1508237 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1508326.500000 Penalty: 4687.076660
	Iteration 18Q: 3 clusters Score -1508326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1508398.000000 Penalty: 4687.076660
	Iteration 19Q: 3 clusters Score -1508398 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1508460.000000 Penalty: 4687.076660
	Iteration 20F: 3 clusters Score -1508460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1508503.000000 Penalty: 4687.076660
	Iteration 21Q: 3 clusters Score -1508503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1508543.375000 Penalty: 4687.076660
	Iteration 22Q: 3 clusters Score -1508543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1508575.125000 Penalty: 4687.076660
	Iteration 23Q: 3 clusters Score -1508575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1508600.750000 Penalty: 4687.076660
	Iteration 24Q: 3 clusters Score -1508601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1508618.125000 Penalty: 4687.076660
	Iteration 25Q: 3 clusters Score -1508618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1508627.500000 Penalty: 4687.076660
	Iteration 26Q: 3 clusters Score -1508628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1508647.750000 Penalty: 4687.076660
	Iteration 27Q: 3 clusters Score -1508648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1508663.375000 Penalty: 4687.076660
	Iteration 28Q: 3 clusters Score -1508663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1508686.500000 Penalty: 4687.076660
	Iteration 29Q: 3 clusters Score -1508686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1508707.750000 Penalty: 4687.076660
	Iteration 30Q: 3 clusters Score -1508708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1508730.375000 Penalty: 4687.076660
	Iteration 31Q: 3 clusters Score -1508730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1508747.375000 Penalty: 4687.076660
	Iteration 32Q: 3 clusters Score -1508747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1508756.250000 Penalty: 4687.076660
	Iteration 33Q: 3 clusters Score -1508756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1508763.250000 Penalty: 4687.076660
	Iteration 34Q: 3 clusters Score -1508763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1508767.625000 Penalty: 4687.076660
	Iteration 35Q: 3 clusters Score -1508768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1508774.625000 Penalty: 4687.076660
	Iteration 36Q: 3 clusters Score -1508775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1508778.875000 Penalty: 4687.076660
	Iteration 37Q: 3 clusters Score -1508779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1508781.875000 Penalty: 4687.076660
	Iteration 38Q: 3 clusters Score -1508782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1508783.500000 Penalty: 4687.076660
	Iteration 39Q: 3 clusters Score -1508784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1508782.375000 Penalty: 4687.076660
	Iteration 40F: 3 clusters Score -1508782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1508785.625000 Penalty: 4687.076660
	Iteration 41Q: 3 clusters Score -1508786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1508785.625000 Penalty: 4687.076660
	Iteration 42F: 3 clusters Score -1508786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Entering Unmasked Estep 
Score: -734418.312500 Penalty: 2164.408691
	Iteration 0F: 2 clusters Score -734418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -729181.750000 Penalty: 4328.817383
	Iteration 0F: 3 clusters Score -729181.8 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -730533.187500 Penalty: 4328.817383
	Iteration 1F: 3 clusters Score -730533.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -730771.750000 Penalty: 4328.817383
	Iteration 2F: 3 clusters Score -730771.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -730927.437500 Penalty: 4328.817383
	Iteration 3Q: 3 clusters Score -730927.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -731053.062500 Penalty: 4328.817383
	Iteration 4Q: 3 clusters Score -731053.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -731183.937500 Penalty: 4328.817383
	Iteration 5Q: 3 clusters Score -731183.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -731321.562500 Penalty: 4328.817383
	Iteration 6Q: 3 clusters Score -731321.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -731466.125000 Penalty: 4328.817383
	Iteration 7Q: 3 clusters Score -731466.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -731608.750000 Penalty: 4328.817383
	Iteration 8Q: 3 clusters Score -731608.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -731740.312500 Penalty: 4328.817383
	Iteration 9Q: 3 clusters Score -731740.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -731870.937500 Penalty: 4328.817383
	Iteration 10Q: 3 clusters Score -731870.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -731994.687500 Penalty: 4328.817383
	Iteration 11Q: 3 clusters Score -731994.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -732098.437500 Penalty: 4328.817383
	Iteration 12Q: 3 clusters Score -732098.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -732190.937500 Penalty: 4328.817383
	Iteration 13Q: 3 clusters Score -732190.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -732260.625000 Penalty: 4328.817383
	Iteration 14Q: 3 clusters Score -732260.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -732325.625000 Penalty: 4328.817383
	Iteration 15Q: 3 clusters Score -732325.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -732384.812500 Penalty: 4328.817383
	Iteration 16Q: 3 clusters Score -732384.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -732425.750000 Penalty: 4328.817383
	Iteration 17Q: 3 clusters Score -732425.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -732460.125000 Penalty: 4328.817383
	Iteration 18Q: 3 clusters Score -732460.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -732487.500000 Penalty: 4328.817383
	Iteration 19Q: 3 clusters Score -732487.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -732504.937500 Penalty: 4328.817383
	Iteration 20F: 3 clusters Score -732504.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -732527.187500 Penalty: 4328.817383
	Iteration 21Q: 3 clusters Score -732527.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -732555.312500 Penalty: 4328.817383
	Iteration 22Q: 3 clusters Score -732555.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -732580.625000 Penalty: 4328.817383
	Iteration 23Q: 3 clusters Score -732580.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -732605.937500 Penalty: 4328.817383
	Iteration 24Q: 3 clusters Score -732605.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -732633.312500 Penalty: 4328.817383
	Iteration 25Q: 3 clusters Score -732633.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -732661.250000 Penalty: 4328.817383
	Iteration 26Q: 3 clusters Score -732661.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -732685.937500 Penalty: 4328.817383
	Iteration 27Q: 3 clusters Score -732685.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -732712.375000 Penalty: 4328.817383
	Iteration 28Q: 3 clusters Score -732712.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -732733.250000 Penalty: 4328.817383
	Iteration 29Q: 3 clusters Score -732733.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -732751.812500 Penalty: 4328.817383
	Iteration 30Q: 3 clusters Score -732751.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -732766.750000 Penalty: 4328.817383
	Iteration 31Q: 3 clusters Score -732766.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -732780.000000 Penalty: 4328.817383
	Iteration 32Q: 3 clusters Score -732780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -732789.062500 Penalty: 4328.817383
	Iteration 33Q: 3 clusters Score -732789.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -732795.500000 Penalty: 4328.817383
	Iteration 34Q: 3 clusters Score -732795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -732799.812500 Penalty: 4328.817383
	Iteration 35Q: 3 clusters Score -732799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -732803.500000 Penalty: 4328.817383
	Iteration 36Q: 3 clusters Score -732803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -732806.500000 Penalty: 4328.817383
	Iteration 37Q: 3 clusters Score -732806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -732808.750000 Penalty: 4328.817383
	Iteration 38Q: 3 clusters Score -732808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -732812.062500 Penalty: 4328.817383
	Iteration 39Q: 3 clusters Score -732812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -732811.562500 Penalty: 4328.817383
	Iteration 40F: 3 clusters Score -732811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -732812.000000 Penalty: 4328.817383
	Iteration 41Q: 3 clusters Score -732812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -732811.750000 Penalty: 4328.817383
	Iteration 42Q: 3 clusters Score -732811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -732813.000000 Penalty: 4328.817383
	Iteration 43Q: 3 clusters Score -732813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -732813.375000 Penalty: 4328.817383
	Iteration 44Q: 3 clusters Score -732813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -732813.375000 Penalty: 4328.817383
	Iteration 45F: 3 clusters Score -732813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -121461.781250 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -121461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -119449.617188 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -119449.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119865.320312 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -119865.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120012.468750 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -120012.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120149.546875 Penalty: 3478.455811
	Iteration 3F: 3 clusters Score -120149.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120318.453125 Penalty: 3478.455811
	Iteration 4F: 3 clusters Score -120318.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120499.843750 Penalty: 3478.455811
	Iteration 5F: 3 clusters Score -120499.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120766.820312 Penalty: 3478.455811
	Iteration 6F: 3 clusters Score -120766.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -121105.804688 Penalty: 3478.455811
	Iteration 7F: 3 clusters Score -121105.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121607.539062 Penalty: 3478.455811
	Iteration 8F: 3 clusters Score -121607.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -121864.367188 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -121864.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122069.664062 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -122069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -122090.648438 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -122090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122097.929688 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -122097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122097.929688 Penalty: 3478.455811
	Iteration 13F: 3 clusters Score -122097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 423 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 19044 members 
Mstep: Class 13 contains 171763 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 20483 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 5311 members 
Mstep: Class 21 contains 178082 members 
Mstep: Class 22 contains 164025 members 
Mstep: Class 23 contains 35751 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19704 members 
Mstep: Class 28 contains 27296 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172825 members 
Mstep: Class 32 contains 781 members 
Mstep: Class 33 contains 688 members 
Entering Unmasked Estep 
Score: -124217192.000000 Penalty: 113352.726562
Splitting cluster 9 changes total score from -124217904.000000 to -124217192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Entering Unmasked Estep 
Score: -608420.937500 Penalty: 2113.303223
	Iteration 0F: 2 clusters Score -608420.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -603935.562500 Penalty: 4226.606445
	Iteration 0F: 3 clusters Score -603935.6 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -605079.250000 Penalty: 4226.606445
	Iteration 1F: 3 clusters Score -605079.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -605329.062500 Penalty: 4226.606445
	Iteration 2F: 3 clusters Score -605329.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -605483.187500 Penalty: 4226.606445
	Iteration 3F: 3 clusters Score -605483.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -605593.562500 Penalty: 4226.606445
	Iteration 4Q: 3 clusters Score -605593.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -605685.812500 Penalty: 4226.606445
	Iteration 5Q: 3 clusters Score -605685.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -605760.375000 Penalty: 4226.606445
	Iteration 6Q: 3 clusters Score -605760.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -605820.375000 Penalty: 4226.606445
	Iteration 7Q: 3 clusters Score -605820.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -605880.500000 Penalty: 4226.606445
	Iteration 8Q: 3 clusters Score -605880.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -605946.937500 Penalty: 4226.606445
	Iteration 9Q: 3 clusters Score -605946.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -606027.437500 Penalty: 4226.606445
	Iteration 10Q: 3 clusters Score -606027.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -606100.500000 Penalty: 4226.606445
	Iteration 11Q: 3 clusters Score -606100.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -606163.062500 Penalty: 4226.606445
	Iteration 12Q: 3 clusters Score -606163.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -606215.562500 Penalty: 4226.606445
	Iteration 13Q: 3 clusters Score -606215.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -606278.625000 Penalty: 4226.606445
	Iteration 14Q: 3 clusters Score -606278.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -606335.625000 Penalty: 4226.606445
	Iteration 15Q: 3 clusters Score -606335.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -606372.125000 Penalty: 4226.606445
	Iteration 16Q: 3 clusters Score -606372.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -606412.875000 Penalty: 4226.606445
	Iteration 17Q: 3 clusters Score -606412.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -606454.437500 Penalty: 4226.606445
	Iteration 18Q: 3 clusters Score -606454.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -606490.375000 Penalty: 4226.606445
	Iteration 19Q: 3 clusters Score -606490.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -606537.187500 Penalty: 4226.606445
	Iteration 20F: 3 clusters Score -606537.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -606578.312500 Penalty: 4226.606445
	Iteration 21Q: 3 clusters Score -606578.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -606610.875000 Penalty: 4226.606445
	Iteration 22Q: 3 clusters Score -606610.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -606636.812500 Penalty: 4226.606445
	Iteration 23Q: 3 clusters Score -606636.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -606659.687500 Penalty: 4226.606445
	Iteration 24Q: 3 clusters Score -606659.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -606673.937500 Penalty: 4226.606445
	Iteration 25Q: 3 clusters Score -606673.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -606701.937500 Penalty: 4226.606445
	Iteration 26Q: 3 clusters Score -606701.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -606727.937500 Penalty: 4226.606445
	Iteration 27Q: 3 clusters Score -606727.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -606758.625000 Penalty: 4226.606445
	Iteration 28Q: 3 clusters Score -606758.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -606789.187500 Penalty: 4226.606445
	Iteration 29Q: 3 clusters Score -606789.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -606819.375000 Penalty: 4226.606445
	Iteration 30Q: 3 clusters Score -606819.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -606852.562500 Penalty: 4226.606445
	Iteration 31Q: 3 clusters Score -606852.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -606885.187500 Penalty: 4226.606445
	Iteration 32Q: 3 clusters Score -606885.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -606916.625000 Penalty: 4226.606445
	Iteration 33Q: 3 clusters Score -606916.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -606939.562500 Penalty: 4226.606445
	Iteration 34Q: 3 clusters Score -606939.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -606954.062500 Penalty: 4226.606445
	Iteration 35Q: 3 clusters Score -606954.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -606966.000000 Penalty: 4226.606445
	Iteration 36Q: 3 clusters Score -606966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -606975.687500 Penalty: 4226.606445
	Iteration 37Q: 3 clusters Score -606975.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -606984.750000 Penalty: 4226.606445
	Iteration 38Q: 3 clusters Score -606984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -606990.812500 Penalty: 4226.606445
	Iteration 39Q: 3 clusters Score -606990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -606993.312500 Penalty: 4226.606445
	Iteration 40F: 3 clusters Score -606993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -606993.062500 Penalty: 4226.606445
	Iteration 41Q: 3 clusters Score -606993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -606994.187500 Penalty: 4226.606445
	Iteration 42Q: 3 clusters Score -606994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -606994.312500 Penalty: 4226.606445
	Iteration 43Q: 3 clusters Score -606994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -606994.062500 Penalty: 4226.606445
	Iteration 44Q: 3 clusters Score -606994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -606994.062500 Penalty: 4226.606445
	Iteration 45F: 3 clusters Score -606994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -713686.687500 Penalty: 2154.192627
	Iteration 0F: 2 clusters Score -713686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -708587.125000 Penalty: 4308.385254
	Iteration 0F: 3 clusters Score -708587.1 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -709870.687500 Penalty: 4308.385254
	Iteration 1F: 3 clusters Score -709870.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -710139.750000 Penalty: 4308.385254
	Iteration 2F: 3 clusters Score -710139.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -710341.125000 Penalty: 4308.385254
	Iteration 3F: 3 clusters Score -710341.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -710508.562500 Penalty: 4308.385254
	Iteration 4Q: 3 clusters Score -710508.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -710662.312500 Penalty: 4308.385254
	Iteration 5Q: 3 clusters Score -710662.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -710817.125000 Penalty: 4308.385254
	Iteration 6Q: 3 clusters Score -710817.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -710987.500000 Penalty: 4308.385254
	Iteration 7Q: 3 clusters Score -710987.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -711171.250000 Penalty: 4308.385254
	Iteration 8Q: 3 clusters Score -711171.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -711372.500000 Penalty: 4308.385254
	Iteration 9Q: 3 clusters Score -711372.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -711578.687500 Penalty: 4308.385254
	Iteration 10Q: 3 clusters Score -711578.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -711777.562500 Penalty: 4308.385254
	Iteration 11Q: 3 clusters Score -711777.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -711997.000000 Penalty: 4308.385254
	Iteration 12Q: 3 clusters Score -711997 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -712242.875000 Penalty: 4308.385254
	Iteration 13Q: 3 clusters Score -712242.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -712501.437500 Penalty: 4308.385254
	Iteration 14Q: 3 clusters Score -712501.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -712746.562500 Penalty: 4308.385254
	Iteration 15Q: 3 clusters Score -712746.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -712902.125000 Penalty: 4308.385254
	Iteration 16Q: 3 clusters Score -712902.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -713023.625000 Penalty: 4308.385254
	Iteration 17Q: 3 clusters Score -713023.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -713125.687500 Penalty: 4308.385254
	Iteration 18Q: 3 clusters Score -713125.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -713185.625000 Penalty: 4308.385254
	Iteration 19Q: 3 clusters Score -713185.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -713220.875000 Penalty: 4308.385254
	Iteration 20F: 3 clusters Score -713220.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -713247.000000 Penalty: 4308.385254
	Iteration 21Q: 3 clusters Score -713247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -713267.312500 Penalty: 4308.385254
	Iteration 22Q: 3 clusters Score -713267.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -713288.562500 Penalty: 4308.385254
	Iteration 23Q: 3 clusters Score -713288.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -713300.625000 Penalty: 4308.385254
	Iteration 24Q: 3 clusters Score -713300.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -713307.750000 Penalty: 4308.385254
	Iteration 25Q: 3 clusters Score -713307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -713309.562500 Penalty: 4308.385254
	Iteration 26Q: 3 clusters Score -713309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -713310.750000 Penalty: 4308.385254
	Iteration 27Q: 3 clusters Score -713310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -713311.187500 Penalty: 4308.385254
	Iteration 28Q: 3 clusters Score -713311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -713311.187500 Penalty: 4308.385254
	Iteration 29F: 3 clusters Score -713311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Entering Unmasked Estep 
Score: -2333071.000000 Penalty: 2443.917969
	Iteration 0F: 2 clusters Score -2333071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2319667.750000 Penalty: 4887.835938
	Iteration 0F: 3 clusters Score -2319668 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2324061.250000 Penalty: 4887.835938
	Iteration 1F: 3 clusters Score -2324061 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2324523.750000 Penalty: 4887.835938
	Iteration 2F: 3 clusters Score -2324524 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2324905.250000 Penalty: 4887.835938
	Iteration 3Q: 3 clusters Score -2324905 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2325285.000000 Penalty: 4887.835938
	Iteration 4Q: 3 clusters Score -2325285 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2325667.250000 Penalty: 4887.835938
	Iteration 5Q: 3 clusters Score -2325667 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2326086.500000 Penalty: 4887.835938
	Iteration 6Q: 3 clusters Score -2326086 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2326552.750000 Penalty: 4887.835938
	Iteration 7Q: 3 clusters Score -2326553 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2327025.250000 Penalty: 4887.835938
	Iteration 8Q: 3 clusters Score -2327025 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2327446.000000 Penalty: 4887.835938
	Iteration 9Q: 3 clusters Score -2327446 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2327809.250000 Penalty: 4887.835938
	Iteration 10Q: 3 clusters Score -2327809 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2328097.000000 Penalty: 4887.835938
	Iteration 11Q: 3 clusters Score -2328097 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2328345.250000 Penalty: 4887.835938
	Iteration 12Q: 3 clusters Score -2328345 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2328583.250000 Penalty: 4887.835938
	Iteration 13Q: 3 clusters Score -2328583 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2328785.000000 Penalty: 4887.835938
	Iteration 14Q: 3 clusters Score -2328785 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2328959.750000 Penalty: 4887.835938
	Iteration 15Q: 3 clusters Score -2328960 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2329132.000000 Penalty: 4887.835938
	Iteration 16Q: 3 clusters Score -2329132 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2329311.500000 Penalty: 4887.835938
	Iteration 17Q: 3 clusters Score -2329312 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2329448.250000 Penalty: 4887.835938
	Iteration 18Q: 3 clusters Score -2329448 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2329569.000000 Penalty: 4887.835938
	Iteration 19Q: 3 clusters Score -2329569 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2329678.250000 Penalty: 4887.835938
	Iteration 20F: 3 clusters Score -2329678 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2329764.250000 Penalty: 4887.835938
	Iteration 21Q: 3 clusters Score -2329764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2329849.750000 Penalty: 4887.835938
	Iteration 22Q: 3 clusters Score -2329850 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2329941.500000 Penalty: 4887.835938
	Iteration 23Q: 3 clusters Score -2329942 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2330017.750000 Penalty: 4887.835938
	Iteration 24Q: 3 clusters Score -2330018 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2330093.250000 Penalty: 4887.835938
	Iteration 25Q: 3 clusters Score -2330093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2330153.000000 Penalty: 4887.835938
	Iteration 26Q: 3 clusters Score -2330153 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2330202.000000 Penalty: 4887.835938
	Iteration 27Q: 3 clusters Score -2330202 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2330246.250000 Penalty: 4887.835938
	Iteration 28Q: 3 clusters Score -2330246 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2330298.750000 Penalty: 4887.835938
	Iteration 29Q: 3 clusters Score -2330299 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2330335.750000 Penalty: 4887.835938
	Iteration 30Q: 3 clusters Score -2330336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2330355.750000 Penalty: 4887.835938
	Iteration 31Q: 3 clusters Score -2330356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2330384.750000 Penalty: 4887.835938
	Iteration 32Q: 3 clusters Score -2330385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2330407.250000 Penalty: 4887.835938
	Iteration 33Q: 3 clusters Score -2330407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2330411.000000 Penalty: 4887.835938
	Iteration 34Q: 3 clusters Score -2330411 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2330429.500000 Penalty: 4887.835938
	Iteration 35Q: 3 clusters Score -2330430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2330445.250000 Penalty: 4887.835938
	Iteration 36Q: 3 clusters Score -2330445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2330454.000000 Penalty: 4887.835938
	Iteration 37Q: 3 clusters Score -2330454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2330463.250000 Penalty: 4887.835938
	Iteration 38Q: 3 clusters Score -2330463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2330462.000000 Penalty: 4887.835938
	Iteration 39Q: 3 clusters Score -2330462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2330461.000000 Penalty: 4887.835938
	Iteration 40F: 3 clusters Score -2330461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2330463.500000 Penalty: 4887.835938
	Iteration 41Q: 3 clusters Score -2330464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2330460.000000 Penalty: 4887.835938
	Iteration 42Q: 3 clusters Score -2330460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2330469.000000 Penalty: 4887.835938
	Iteration 43Q: 3 clusters Score -2330469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2330473.250000 Penalty: 4887.835938
	Iteration 44Q: 3 clusters Score -2330473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2330474.750000 Penalty: 4887.835938
	Iteration 45Q: 3 clusters Score -2330475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2330475.000000 Penalty: 4887.835938
	Iteration 46Q: 3 clusters Score -2330475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2330480.000000 Penalty: 4887.835938
	Iteration 47Q: 3 clusters Score -2330480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2330473.750000 Penalty: 4887.835938
	Iteration 48Q: 3 clusters Score -2330474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2330478.500000 Penalty: 4887.835938
	Iteration 49Q: 3 clusters Score -2330478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2330483.000000 Penalty: 4887.835938
	Iteration 50Q: 3 clusters Score -2330483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2330483.500000 Penalty: 4887.835938
	Iteration 51Q: 3 clusters Score -2330484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2330479.750000 Penalty: 4887.835938
	Iteration 52Q: 3 clusters Score -2330480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2330478.750000 Penalty: 4887.835938
	Iteration 53Q: 3 clusters Score -2330479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2330479.250000 Penalty: 4887.835938
	Iteration 54Q: 3 clusters Score -2330479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2330481.000000 Penalty: 4887.835938
	Iteration 55Q: 3 clusters Score -2330481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2330476.500000 Penalty: 4887.835938
	Iteration 56Q: 3 clusters Score -2330476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2330476.000000 Penalty: 4887.835938
	Iteration 57Q: 3 clusters Score -2330476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2330480.500000 Penalty: 4887.835938
	Iteration 58Q: 3 clusters Score -2330480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2330477.000000 Penalty: 4887.835938
	Iteration 59Q: 3 clusters Score -2330477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2330476.000000 Penalty: 4887.835938
	Iteration 60F: 3 clusters Score -2330476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2330477.000000 Penalty: 4887.835938
	Iteration 61Q: 3 clusters Score -2330477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2330477.000000 Penalty: 4887.835938
	Iteration 62F: 3 clusters Score -2330477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (171763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171763 members 
Entering Unmasked Estep 
Score: -20913010.000000 Penalty: 2989.360107
	Iteration 0F: 2 clusters Score -2.091301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -20799732.000000 Penalty: 5978.720215
	Iteration 0F: 3 clusters Score -2.079973e+07 nChanged 82547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -20847744.000000 Penalty: 5978.720215
	Iteration 1F: 3 clusters Score -2.084774e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -20848460.000000 Penalty: 5978.720215
	Iteration 2Q: 3 clusters Score -2.084846e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -20849462.000000 Penalty: 5978.720215
	Iteration 3Q: 3 clusters Score -2.084946e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -20850860.000000 Penalty: 5978.720215
	Iteration 4Q: 3 clusters Score -2.085086e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -20853222.000000 Penalty: 5978.720215
	Iteration 5Q: 3 clusters Score -2.085322e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 109442 members 
Entering Unmasked Estep 
Score: -20857888.000000 Penalty: 5978.720215
	Iteration 6F: 3 clusters Score -2.085789e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 121792 members 
Entering Unmasked Estep 
Score: -20866546.000000 Penalty: 5978.720215
	Iteration 7F: 3 clusters Score -2.086655e+07 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -20880446.000000 Penalty: 5978.720215
	Iteration 8F: 3 clusters Score -2.088045e+07 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 152801 members 
Entering Unmasked Estep 
Score: -20895228.000000 Penalty: 5978.720215
	Iteration 9F: 3 clusters Score -2.089523e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -20904576.000000 Penalty: 5978.720215
	Iteration 10F: 3 clusters Score -2.090458e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -20908510.000000 Penalty: 5978.720215
	Iteration 11Q: 3 clusters Score -2.090851e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 169424 members 
Entering Unmasked Estep 
Score: -20909894.000000 Penalty: 5978.720215
	Iteration 12Q: 3 clusters Score -2.090989e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 170029 members 
Entering Unmasked Estep 
Score: -20910424.000000 Penalty: 5978.720215
	Iteration 13Q: 3 clusters Score -2.091042e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -20910776.000000 Penalty: 5978.720215
	Iteration 14Q: 3 clusters Score -2.091078e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -20910980.000000 Penalty: 5978.720215
	Iteration 15Q: 3 clusters Score -2.091098e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -20911152.000000 Penalty: 5978.720215
	Iteration 16Q: 3 clusters Score -2.091115e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 170541 members 
Entering Unmasked Estep 
Score: -20911334.000000 Penalty: 5978.720215
	Iteration 17Q: 3 clusters Score -2.091133e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 170567 members 
Entering Unmasked Estep 
Score: -20911584.000000 Penalty: 5978.720215
	Iteration 18Q: 3 clusters Score -2.091158e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 170550 members 
Entering Unmasked Estep 
Score: -20912120.000000 Penalty: 5978.720215
	Iteration 19Q: 3 clusters Score -2.091212e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 170458 members 
Entering Unmasked Estep 
Score: -20912610.000000 Penalty: 5978.720215
	Iteration 20F: 3 clusters Score -2.091261e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 170314 members 
Entering Unmasked Estep 
Score: -20912886.000000 Penalty: 5978.720215
	Iteration 21Q: 3 clusters Score -2.091289e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -20913002.000000 Penalty: 5978.720215
	Iteration 22Q: 3 clusters Score -2.0913e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 170107 members 
Entering Unmasked Estep 
Score: -20913060.000000 Penalty: 5978.720215
	Iteration 23Q: 3 clusters Score -2.091306e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -20913108.000000 Penalty: 5978.720215
	Iteration 24Q: 3 clusters Score -2.091311e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 170006 members 
Entering Unmasked Estep 
Score: -20913136.000000 Penalty: 5978.720215
	Iteration 25Q: 3 clusters Score -2.091314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -20913162.000000 Penalty: 5978.720215
	Iteration 26Q: 3 clusters Score -2.091316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -20913138.000000 Penalty: 5978.720215
	Iteration 27Q: 3 clusters Score -2.091314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -20913162.000000 Penalty: 5978.720215
	Iteration 28Q: 3 clusters Score -2.091316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 169931 members 
Entering Unmasked Estep 
Score: -20913172.000000 Penalty: 5978.720215
	Iteration 29Q: 3 clusters Score -2.091317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -20913182.000000 Penalty: 5978.720215
	Iteration 30Q: 3 clusters Score -2.091318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 169923 members 
Entering Unmasked Estep 
Score: -20913198.000000 Penalty: 5978.720215
	Iteration 31Q: 3 clusters Score -2.09132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 169918 members 
Entering Unmasked Estep 
Score: -20913186.000000 Penalty: 5978.720215
	Iteration 32Q: 3 clusters Score -2.091319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -20913196.000000 Penalty: 5978.720215
	Iteration 33Q: 3 clusters Score -2.09132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -20913190.000000 Penalty: 5978.720215
	Iteration 34Q: 3 clusters Score -2.091319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 169910 members 
Entering Unmasked Estep 
Score: -20913194.000000 Penalty: 5978.720215
	Iteration 35Q: 3 clusters Score -2.091319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 169910 members 
Entering Unmasked Estep 
Score: -20913194.000000 Penalty: 5978.720215
	Iteration 36F: 3 clusters Score -2.091319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 19044 members 
Mstep: Class 13 contains 1853 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 20483 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 5311 members 
Mstep: Class 21 contains 178082 members 
Mstep: Class 22 contains 164025 members 
Mstep: Class 23 contains 35751 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19704 members 
Mstep: Class 28 contains 27296 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172825 members 
Mstep: Class 32 contains 781 members 
Mstep: Class 33 contains 169910 members 
Entering Unmasked Estep 
Score: -124217640.000000 Penalty: 113352.726562
Splitting cluster 13 changes total score from -124217904.000000 to -124217640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (8194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Entering Unmasked Estep 
Score: -978057.625000 Penalty: 2234.766846
	Iteration 0F: 2 clusters Score -978057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -971452.437500 Penalty: 4469.533691
	Iteration 0F: 3 clusters Score -971452.4 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -973233.187500 Penalty: 4469.533691
	Iteration 1F: 3 clusters Score -973233.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -973522.312500 Penalty: 4469.533691
	Iteration 2F: 3 clusters Score -973522.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -973725.312500 Penalty: 4469.533691
	Iteration 3F: 3 clusters Score -973725.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -973903.312500 Penalty: 4469.533691
	Iteration 4Q: 3 clusters Score -973903.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -974056.937500 Penalty: 4469.533691
	Iteration 5Q: 3 clusters Score -974056.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -974208.562500 Penalty: 4469.533691
	Iteration 6Q: 3 clusters Score -974208.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -974362.250000 Penalty: 4469.533691
	Iteration 7Q: 3 clusters Score -974362.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -974503.062500 Penalty: 4469.533691
	Iteration 8Q: 3 clusters Score -974503.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -974646.437500 Penalty: 4469.533691
	Iteration 9Q: 3 clusters Score -974646.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -974795.500000 Penalty: 4469.533691
	Iteration 10Q: 3 clusters Score -974795.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -974952.062500 Penalty: 4469.533691
	Iteration 11Q: 3 clusters Score -974952.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -975110.125000 Penalty: 4469.533691
	Iteration 12Q: 3 clusters Score -975110.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -975274.125000 Penalty: 4469.533691
	Iteration 13Q: 3 clusters Score -975274.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -975443.687500 Penalty: 4469.533691
	Iteration 14Q: 3 clusters Score -975443.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -975594.500000 Penalty: 4469.533691
	Iteration 15Q: 3 clusters Score -975594.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -975702.687500 Penalty: 4469.533691
	Iteration 16Q: 3 clusters Score -975702.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -975773.375000 Penalty: 4469.533691
	Iteration 17Q: 3 clusters Score -975773.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -975831.125000 Penalty: 4469.533691
	Iteration 18Q: 3 clusters Score -975831.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -975875.437500 Penalty: 4469.533691
	Iteration 19Q: 3 clusters Score -975875.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -975909.375000 Penalty: 4469.533691
	Iteration 20F: 3 clusters Score -975909.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -975943.000000 Penalty: 4469.533691
	Iteration 21Q: 3 clusters Score -975943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -975975.250000 Penalty: 4469.533691
	Iteration 22Q: 3 clusters Score -975975.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -976015.187500 Penalty: 4469.533691
	Iteration 23Q: 3 clusters Score -976015.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -976049.125000 Penalty: 4469.533691
	Iteration 24Q: 3 clusters Score -976049.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -976070.062500 Penalty: 4469.533691
	Iteration 25Q: 3 clusters Score -976070.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -976089.000000 Penalty: 4469.533691
	Iteration 26Q: 3 clusters Score -976089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -976097.937500 Penalty: 4469.533691
	Iteration 27Q: 3 clusters Score -976097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -976110.437500 Penalty: 4469.533691
	Iteration 28Q: 3 clusters Score -976110.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -976116.250000 Penalty: 4469.533691
	Iteration 29Q: 3 clusters Score -976116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -976125.562500 Penalty: 4469.533691
	Iteration 30Q: 3 clusters Score -976125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -976132.875000 Penalty: 4469.533691
	Iteration 31Q: 3 clusters Score -976132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -976139.500000 Penalty: 4469.533691
	Iteration 32Q: 3 clusters Score -976139.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -976145.875000 Penalty: 4469.533691
	Iteration 33Q: 3 clusters Score -976145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -976148.937500 Penalty: 4469.533691
	Iteration 34Q: 3 clusters Score -976148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -976160.812500 Penalty: 4469.533691
	Iteration 35Q: 3 clusters Score -976160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -976164.312500 Penalty: 4469.533691
	Iteration 36Q: 3 clusters Score -976164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -976166.812500 Penalty: 4469.533691
	Iteration 37Q: 3 clusters Score -976166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -976168.625000 Penalty: 4469.533691
	Iteration 38Q: 3 clusters Score -976168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -976170.375000 Penalty: 4469.533691
	Iteration 39Q: 3 clusters Score -976170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -976170.375000 Penalty: 4469.533691
	Iteration 40F: 3 clusters Score -976170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -1085128.375000 Penalty: 2265.231689
	Iteration 0F: 2 clusters Score -1085128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1077948.000000 Penalty: 4530.463379
	Iteration 0F: 3 clusters Score -1077948 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1079961.625000 Penalty: 4530.463379
	Iteration 1F: 3 clusters Score -1079962 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1080274.250000 Penalty: 4530.463379
	Iteration 2F: 3 clusters Score -1080274 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1080522.875000 Penalty: 4530.463379
	Iteration 3F: 3 clusters Score -1080523 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1080722.250000 Penalty: 4530.463379
	Iteration 4Q: 3 clusters Score -1080722 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1080889.750000 Penalty: 4530.463379
	Iteration 5Q: 3 clusters Score -1080890 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1081053.875000 Penalty: 4530.463379
	Iteration 6Q: 3 clusters Score -1081054 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1081224.625000 Penalty: 4530.463379
	Iteration 7Q: 3 clusters Score -1081225 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1081417.500000 Penalty: 4530.463379
	Iteration 8Q: 3 clusters Score -1081418 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1081640.000000 Penalty: 4530.463379
	Iteration 9Q: 3 clusters Score -1081640 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1081882.875000 Penalty: 4530.463379
	Iteration 10Q: 3 clusters Score -1081883 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1082197.875000 Penalty: 4530.463379
	Iteration 11Q: 3 clusters Score -1082198 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1082516.625000 Penalty: 4530.463379
	Iteration 12Q: 3 clusters Score -1082517 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1082863.125000 Penalty: 4530.463379
	Iteration 13Q: 3 clusters Score -1082863 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1083147.875000 Penalty: 4530.463379
	Iteration 14Q: 3 clusters Score -1083148 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1083372.625000 Penalty: 4530.463379
	Iteration 15Q: 3 clusters Score -1083373 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1083521.875000 Penalty: 4530.463379
	Iteration 16Q: 3 clusters Score -1083522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1083621.875000 Penalty: 4530.463379
	Iteration 17Q: 3 clusters Score -1083622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1083685.875000 Penalty: 4530.463379
	Iteration 18Q: 3 clusters Score -1083686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1083726.500000 Penalty: 4530.463379
	Iteration 19Q: 3 clusters Score -1083726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1083750.125000 Penalty: 4530.463379
	Iteration 20F: 3 clusters Score -1083750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1083775.000000 Penalty: 4530.463379
	Iteration 21Q: 3 clusters Score -1083775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1083832.875000 Penalty: 4530.463379
	Iteration 22Q: 3 clusters Score -1083833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1083930.125000 Penalty: 4530.463379
	Iteration 23Q: 3 clusters Score -1083930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1084014.625000 Penalty: 4530.463379
	Iteration 24Q: 3 clusters Score -1084015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1084075.500000 Penalty: 4530.463379
	Iteration 25Q: 3 clusters Score -1084076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1084105.750000 Penalty: 4530.463379
	Iteration 26Q: 3 clusters Score -1084106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1084123.625000 Penalty: 4530.463379
	Iteration 27Q: 3 clusters Score -1084124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1084138.875000 Penalty: 4530.463379
	Iteration 28Q: 3 clusters Score -1084139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1084144.750000 Penalty: 4530.463379
	Iteration 29Q: 3 clusters Score -1084145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1084148.125000 Penalty: 4530.463379
	Iteration 30Q: 3 clusters Score -1084148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1084153.625000 Penalty: 4530.463379
	Iteration 31Q: 3 clusters Score -1084154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1084155.750000 Penalty: 4530.463379
	Iteration 32Q: 3 clusters Score -1084156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1084182.000000 Penalty: 4530.463379
	Iteration 33F: 3 clusters Score -1084182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1084197.000000 Penalty: 4530.463379
	Iteration 34Q: 3 clusters Score -1084197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1084200.000000 Penalty: 4530.463379
	Iteration 35Q: 3 clusters Score -1084200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1084201.125000 Penalty: 4530.463379
	Iteration 36Q: 3 clusters Score -1084201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1084203.000000 Penalty: 4530.463379
	Iteration 37Q: 3 clusters Score -1084203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1084203.875000 Penalty: 4530.463379
	Iteration 38Q: 3 clusters Score -1084204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1084205.000000 Penalty: 4530.463379
	Iteration 39Q: 3 clusters Score -1084205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1084206.500000 Penalty: 4530.463379
	Iteration 40F: 3 clusters Score -1084206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1084209.125000 Penalty: 4530.463379
	Iteration 41Q: 3 clusters Score -1084209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1084209.125000 Penalty: 4530.463379
	Iteration 42F: 3 clusters Score -1084209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Entering Unmasked Estep 
Score: -2504872.000000 Penalty: 2461.983154
	Iteration 0F: 2 clusters Score -2504872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2490583.000000 Penalty: 4923.966309
	Iteration 0F: 3 clusters Score -2490583 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2495253.750000 Penalty: 4923.966309
	Iteration 1F: 3 clusters Score -2495254 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2495766.000000 Penalty: 4923.966309
	Iteration 2F: 3 clusters Score -2495766 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2496320.750000 Penalty: 4923.966309
	Iteration 3F: 3 clusters Score -2496321 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2496973.750000 Penalty: 4923.966309
	Iteration 4F: 3 clusters Score -2496974 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2497699.750000 Penalty: 4923.966309
	Iteration 5F: 3 clusters Score -2497700 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2498487.500000 Penalty: 4923.966309
	Iteration 6F: 3 clusters Score -2498488 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2499217.250000 Penalty: 4923.966309
	Iteration 7F: 3 clusters Score -2499217 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2499906.250000 Penalty: 4923.966309
	Iteration 8F: 3 clusters Score -2499906 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2500399.750000 Penalty: 4923.966309
	Iteration 9Q: 3 clusters Score -2500400 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2500764.250000 Penalty: 4923.966309
	Iteration 10Q: 3 clusters Score -2500764 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2501060.500000 Penalty: 4923.966309
	Iteration 11Q: 3 clusters Score -2501060 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2501277.750000 Penalty: 4923.966309
	Iteration 12Q: 3 clusters Score -2501278 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2501436.250000 Penalty: 4923.966309
	Iteration 13Q: 3 clusters Score -2501436 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2501569.250000 Penalty: 4923.966309
	Iteration 14Q: 3 clusters Score -2501569 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2501682.500000 Penalty: 4923.966309
	Iteration 15Q: 3 clusters Score -2501682 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2501809.250000 Penalty: 4923.966309
	Iteration 16Q: 3 clusters Score -2501809 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2501930.000000 Penalty: 4923.966309
	Iteration 17Q: 3 clusters Score -2501930 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2502040.250000 Penalty: 4923.966309
	Iteration 18Q: 3 clusters Score -2502040 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2502160.500000 Penalty: 4923.966309
	Iteration 19Q: 3 clusters Score -2502160 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2502272.750000 Penalty: 4923.966309
	Iteration 20F: 3 clusters Score -2502273 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2502393.250000 Penalty: 4923.966309
	Iteration 21Q: 3 clusters Score -2502393 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2502484.000000 Penalty: 4923.966309
	Iteration 22Q: 3 clusters Score -2502484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2502585.750000 Penalty: 4923.966309
	Iteration 23Q: 3 clusters Score -2502586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2502672.750000 Penalty: 4923.966309
	Iteration 24Q: 3 clusters Score -2502673 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2502755.000000 Penalty: 4923.966309
	Iteration 25Q: 3 clusters Score -2502755 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2502825.250000 Penalty: 4923.966309
	Iteration 26Q: 3 clusters Score -2502825 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2502873.000000 Penalty: 4923.966309
	Iteration 27Q: 3 clusters Score -2502873 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2502925.750000 Penalty: 4923.966309
	Iteration 28Q: 3 clusters Score -2502926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2502962.000000 Penalty: 4923.966309
	Iteration 29Q: 3 clusters Score -2502962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2503002.500000 Penalty: 4923.966309
	Iteration 30Q: 3 clusters Score -2503002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2503025.500000 Penalty: 4923.966309
	Iteration 31Q: 3 clusters Score -2503026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2503048.750000 Penalty: 4923.966309
	Iteration 32Q: 3 clusters Score -2503049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2503072.750000 Penalty: 4923.966309
	Iteration 33Q: 3 clusters Score -2503073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2503082.250000 Penalty: 4923.966309
	Iteration 34Q: 3 clusters Score -2503082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2503101.750000 Penalty: 4923.966309
	Iteration 35Q: 3 clusters Score -2503102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2503116.750000 Penalty: 4923.966309
	Iteration 36Q: 3 clusters Score -2503117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2503122.000000 Penalty: 4923.966309
	Iteration 37Q: 3 clusters Score -2503122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2503128.750000 Penalty: 4923.966309
	Iteration 38Q: 3 clusters Score -2503129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2503132.750000 Penalty: 4923.966309
	Iteration 39Q: 3 clusters Score -2503133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2503141.500000 Penalty: 4923.966309
	Iteration 40F: 3 clusters Score -2503142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2503153.000000 Penalty: 4923.966309
	Iteration 41Q: 3 clusters Score -2503153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2503161.500000 Penalty: 4923.966309
	Iteration 42Q: 3 clusters Score -2503162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2503167.500000 Penalty: 4923.966309
	Iteration 43Q: 3 clusters Score -2503168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2503171.250000 Penalty: 4923.966309
	Iteration 44Q: 3 clusters Score -2503171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2503174.000000 Penalty: 4923.966309
	Iteration 45Q: 3 clusters Score -2503174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2503177.000000 Penalty: 4923.966309
	Iteration 46Q: 3 clusters Score -2503177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2503184.750000 Penalty: 4923.966309
	Iteration 47Q: 3 clusters Score -2503185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2503191.000000 Penalty: 4923.966309
	Iteration 48Q: 3 clusters Score -2503191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2503193.500000 Penalty: 4923.966309
	Iteration 49Q: 3 clusters Score -2503194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2503196.250000 Penalty: 4923.966309
	Iteration 50Q: 3 clusters Score -2503196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2503201.750000 Penalty: 4923.966309
	Iteration 51Q: 3 clusters Score -2503202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2503204.250000 Penalty: 4923.966309
	Iteration 52Q: 3 clusters Score -2503204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2503202.000000 Penalty: 4923.966309
	Iteration 53Q: 3 clusters Score -2503202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2503203.250000 Penalty: 4923.966309
	Iteration 54Q: 3 clusters Score -2503203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2503203.250000 Penalty: 4923.966309
	Iteration 55F: 3 clusters Score -2503203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -608749.187500 Penalty: 2127.322266
	Iteration 0F: 2 clusters Score -608749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -604052.062500 Penalty: 4254.644531
	Iteration 0F: 3 clusters Score -604052.1 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -605293.562500 Penalty: 4254.644531
	Iteration 1F: 3 clusters Score -605293.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -605736.875000 Penalty: 4254.644531
	Iteration 2F: 3 clusters Score -605736.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -606158.812500 Penalty: 4254.644531
	Iteration 3F: 3 clusters Score -606158.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -606542.062500 Penalty: 4254.644531
	Iteration 4F: 3 clusters Score -606542.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -606853.625000 Penalty: 4254.644531
	Iteration 5F: 3 clusters Score -606853.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -607110.437500 Penalty: 4254.644531
	Iteration 6F: 3 clusters Score -607110.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -607310.937500 Penalty: 4254.644531
	Iteration 7Q: 3 clusters Score -607310.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -607447.250000 Penalty: 4254.644531
	Iteration 8Q: 3 clusters Score -607447.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -607558.125000 Penalty: 4254.644531
	Iteration 9Q: 3 clusters Score -607558.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -607640.437500 Penalty: 4254.644531
	Iteration 10Q: 3 clusters Score -607640.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -607705.125000 Penalty: 4254.644531
	Iteration 11Q: 3 clusters Score -607705.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -607756.500000 Penalty: 4254.644531
	Iteration 12Q: 3 clusters Score -607756.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -607790.875000 Penalty: 4254.644531
	Iteration 13Q: 3 clusters Score -607790.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -607818.937500 Penalty: 4254.644531
	Iteration 14Q: 3 clusters Score -607818.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -607834.687500 Penalty: 4254.644531
	Iteration 15Q: 3 clusters Score -607834.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -607847.875000 Penalty: 4254.644531
	Iteration 16Q: 3 clusters Score -607847.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -607857.750000 Penalty: 4254.644531
	Iteration 17Q: 3 clusters Score -607857.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -607864.875000 Penalty: 4254.644531
	Iteration 18Q: 3 clusters Score -607864.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -607871.312500 Penalty: 4254.644531
	Iteration 19Q: 3 clusters Score -607871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -607876.312500 Penalty: 4254.644531
	Iteration 20F: 3 clusters Score -607876.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -607880.375000 Penalty: 4254.644531
	Iteration 21Q: 3 clusters Score -607880.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -607883.125000 Penalty: 4254.644531
	Iteration 22Q: 3 clusters Score -607883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -607884.000000 Penalty: 4254.644531
	Iteration 23Q: 3 clusters Score -607884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -607883.750000 Penalty: 4254.644531
	Iteration 24Q: 3 clusters Score -607883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -607883.875000 Penalty: 4254.644531
	Iteration 25Q: 3 clusters Score -607883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -607884.625000 Penalty: 4254.644531
	Iteration 26Q: 3 clusters Score -607884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -607883.812500 Penalty: 4254.644531
	Iteration 27Q: 3 clusters Score -607883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -607885.437500 Penalty: 4254.644531
	Iteration 28Q: 3 clusters Score -607885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -607884.125000 Penalty: 4254.644531
	Iteration 29Q: 3 clusters Score -607884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -607886.562500 Penalty: 4254.644531
	Iteration 30Q: 3 clusters Score -607886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -607887.250000 Penalty: 4254.644531
	Iteration 31Q: 3 clusters Score -607887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -607887.562500 Penalty: 4254.644531
	Iteration 32Q: 3 clusters Score -607887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -607887.562500 Penalty: 4254.644531
	Iteration 33Q: 3 clusters Score -607887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -607887.562500 Penalty: 4254.644531
	Iteration 34F: 3 clusters Score -607887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Entering Unmasked Estep 
Score: -1764915.750000 Penalty: 2374.733643
	Iteration 0F: 2 clusters Score -1764916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1754443.625000 Penalty: 4749.467285
	Iteration 0F: 3 clusters Score -1754444 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1757836.875000 Penalty: 4749.467285
	Iteration 1F: 3 clusters Score -1757837 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1758230.250000 Penalty: 4749.467285
	Iteration 2F: 3 clusters Score -1758230 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1758547.625000 Penalty: 4749.467285
	Iteration 3F: 3 clusters Score -1758548 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1758811.625000 Penalty: 4749.467285
	Iteration 4Q: 3 clusters Score -1758812 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1759065.625000 Penalty: 4749.467285
	Iteration 5Q: 3 clusters Score -1759066 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1759297.500000 Penalty: 4749.467285
	Iteration 6Q: 3 clusters Score -1759298 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1759514.375000 Penalty: 4749.467285
	Iteration 7Q: 3 clusters Score -1759514 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1759718.250000 Penalty: 4749.467285
	Iteration 8Q: 3 clusters Score -1759718 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1759904.250000 Penalty: 4749.467285
	Iteration 9Q: 3 clusters Score -1759904 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1760083.500000 Penalty: 4749.467285
	Iteration 10Q: 3 clusters Score -1760084 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1760249.625000 Penalty: 4749.467285
	Iteration 11Q: 3 clusters Score -1760250 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1760443.875000 Penalty: 4749.467285
	Iteration 12Q: 3 clusters Score -1760444 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1760657.000000 Penalty: 4749.467285
	Iteration 13Q: 3 clusters Score -1760657 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1760916.375000 Penalty: 4749.467285
	Iteration 14Q: 3 clusters Score -1760916 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1761192.125000 Penalty: 4749.467285
	Iteration 15Q: 3 clusters Score -1761192 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1761491.375000 Penalty: 4749.467285
	Iteration 16Q: 3 clusters Score -1761491 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1761752.500000 Penalty: 4749.467285
	Iteration 17Q: 3 clusters Score -1761752 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1761969.875000 Penalty: 4749.467285
	Iteration 18Q: 3 clusters Score -1761970 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1762182.500000 Penalty: 4749.467285
	Iteration 19Q: 3 clusters Score -1762182 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1762341.375000 Penalty: 4749.467285
	Iteration 20F: 3 clusters Score -1762341 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1762464.375000 Penalty: 4749.467285
	Iteration 21Q: 3 clusters Score -1762464 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1762567.375000 Penalty: 4749.467285
	Iteration 22Q: 3 clusters Score -1762567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1762629.500000 Penalty: 4749.467285
	Iteration 23Q: 3 clusters Score -1762630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1762672.500000 Penalty: 4749.467285
	Iteration 24Q: 3 clusters Score -1762672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1762715.000000 Penalty: 4749.467285
	Iteration 25Q: 3 clusters Score -1762715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1762742.375000 Penalty: 4749.467285
	Iteration 26Q: 3 clusters Score -1762742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1762761.000000 Penalty: 4749.467285
	Iteration 27Q: 3 clusters Score -1762761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1762776.375000 Penalty: 4749.467285
	Iteration 28Q: 3 clusters Score -1762776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1762781.750000 Penalty: 4749.467285
	Iteration 29Q: 3 clusters Score -1762782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1762788.625000 Penalty: 4749.467285
	Iteration 30Q: 3 clusters Score -1762789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1762796.625000 Penalty: 4749.467285
	Iteration 31Q: 3 clusters Score -1762797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1762813.250000 Penalty: 4749.467285
	Iteration 32Q: 3 clusters Score -1762813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1762821.000000 Penalty: 4749.467285
	Iteration 33Q: 3 clusters Score -1762821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1762834.625000 Penalty: 4749.467285
	Iteration 34Q: 3 clusters Score -1762835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1762849.375000 Penalty: 4749.467285
	Iteration 35Q: 3 clusters Score -1762849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1762858.250000 Penalty: 4749.467285
	Iteration 36Q: 3 clusters Score -1762858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1762865.000000 Penalty: 4749.467285
	Iteration 37Q: 3 clusters Score -1762865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1762870.125000 Penalty: 4749.467285
	Iteration 38Q: 3 clusters Score -1762870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1762878.500000 Penalty: 4749.467285
	Iteration 39Q: 3 clusters Score -1762878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1762882.375000 Penalty: 4749.467285
	Iteration 40F: 3 clusters Score -1762882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1762884.500000 Penalty: 4749.467285
	Iteration 41Q: 3 clusters Score -1762884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1762885.375000 Penalty: 4749.467285
	Iteration 42Q: 3 clusters Score -1762885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1762886.000000 Penalty: 4749.467285
	Iteration 43Q: 3 clusters Score -1762886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1762887.125000 Penalty: 4749.467285
	Iteration 44Q: 3 clusters Score -1762887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1762889.500000 Penalty: 4749.467285
	Iteration 45Q: 3 clusters Score -1762890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1762889.750000 Penalty: 4749.467285
	Iteration 46Q: 3 clusters Score -1762890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1762891.125000 Penalty: 4749.467285
	Iteration 47Q: 3 clusters Score -1762891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1762891.125000 Penalty: 4749.467285
	Iteration 48F: 3 clusters Score -1762891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Entering Unmasked Estep 
Score: -6730844.500000 Penalty: 2705.621826
	Iteration 0F: 2 clusters Score -6730844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -6694058.000000 Penalty: 5411.243652
	Iteration 0F: 3 clusters Score -6694058 nChanged 25340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6708075.500000 Penalty: 5411.243652
	Iteration 1F: 3 clusters Score -6708076 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6708794.500000 Penalty: 5411.243652
	Iteration 2Q: 3 clusters Score -6708794 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -6709827.000000 Penalty: 5411.243652
	Iteration 3Q: 3 clusters Score -6709827 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -6711247.000000 Penalty: 5411.243652
	Iteration 4F: 3 clusters Score -6711247 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -6713198.500000 Penalty: 5411.243652
	Iteration 5F: 3 clusters Score -6713198 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -6715547.500000 Penalty: 5411.243652
	Iteration 6F: 3 clusters Score -6715548 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -6717854.500000 Penalty: 5411.243652
	Iteration 7F: 3 clusters Score -6717854 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -6720010.000000 Penalty: 5411.243652
	Iteration 8F: 3 clusters Score -6720010 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -6721987.500000 Penalty: 5411.243652
	Iteration 9F: 3 clusters Score -6721988 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -6723892.000000 Penalty: 5411.243652
	Iteration 10Q: 3 clusters Score -6723892 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -6725439.500000 Penalty: 5411.243652
	Iteration 11Q: 3 clusters Score -6725440 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -6726592.000000 Penalty: 5411.243652
	Iteration 12Q: 3 clusters Score -6726592 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -6727357.000000 Penalty: 5411.243652
	Iteration 13Q: 3 clusters Score -6727357 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6727887.500000 Penalty: 5411.243652
	Iteration 14Q: 3 clusters Score -6727888 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -6728133.500000 Penalty: 5411.243652
	Iteration 15Q: 3 clusters Score -6728134 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -6728298.000000 Penalty: 5411.243652
	Iteration 16Q: 3 clusters Score -6728298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -6728385.500000 Penalty: 5411.243652
	Iteration 17Q: 3 clusters Score -6728386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -6728462.500000 Penalty: 5411.243652
	Iteration 18Q: 3 clusters Score -6728462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -6728518.000000 Penalty: 5411.243652
	Iteration 19Q: 3 clusters Score -6728518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -6728544.000000 Penalty: 5411.243652
	Iteration 20F: 3 clusters Score -6728544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -6728569.000000 Penalty: 5411.243652
	Iteration 21Q: 3 clusters Score -6728569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6728575.500000 Penalty: 5411.243652
	Iteration 22Q: 3 clusters Score -6728576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -6728591.000000 Penalty: 5411.243652
	Iteration 23Q: 3 clusters Score -6728591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -6728596.500000 Penalty: 5411.243652
	Iteration 24Q: 3 clusters Score -6728596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -6728601.500000 Penalty: 5411.243652
	Iteration 25Q: 3 clusters Score -6728602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -6728605.000000 Penalty: 5411.243652
	Iteration 26Q: 3 clusters Score -6728605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -6728606.000000 Penalty: 5411.243652
	Iteration 27Q: 3 clusters Score -6728606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -6728602.500000 Penalty: 5411.243652
	Iteration 28Q: 3 clusters Score -6728602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -6728602.500000 Penalty: 5411.243652
	Iteration 29F: 3 clusters Score -6728602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -649663.625000 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -649663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -644956.062500 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -644956.1 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -646075.250000 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -646075.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -646304.687500 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -646304.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -646416.562500 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -646416.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -646482.062500 Penalty: 4254.457520
	Iteration 4Q: 3 clusters Score -646482.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -646525.500000 Penalty: 4254.457520
	Iteration 5Q: 3 clusters Score -646525.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -646552.000000 Penalty: 4254.457520
	Iteration 6Q: 3 clusters Score -646552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -646571.000000 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -646571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -646590.312500 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -646590.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -646607.062500 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -646607.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -646628.312500 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -646628.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -646644.500000 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -646644.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -646658.062500 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -646658.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -646666.125000 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -646666.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -646673.875000 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -646673.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -646684.375000 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -646684.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -646695.187500 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -646695.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -646702.000000 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -646702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -646706.000000 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -646706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -646707.312500 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -646707.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -646711.187500 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -646711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -646712.187500 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -646712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -646713.062500 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -646713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -646713.250000 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -646713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -646714.562500 Penalty: 4254.457520
	Iteration 24Q: 3 clusters Score -646714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -646714.125000 Penalty: 4254.457520
	Iteration 25Q: 3 clusters Score -646714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -646715.500000 Penalty: 4254.457520
	Iteration 26Q: 3 clusters Score -646715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -646716.125000 Penalty: 4254.457520
	Iteration 27Q: 3 clusters Score -646716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -646715.437500 Penalty: 4254.457520
	Iteration 28Q: 3 clusters Score -646715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -646716.250000 Penalty: 4254.457520
	Iteration 29Q: 3 clusters Score -646716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -646717.312500 Penalty: 4254.457520
	Iteration 30Q: 3 clusters Score -646717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -646716.625000 Penalty: 4254.457520
	Iteration 31Q: 3 clusters Score -646716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -646716.375000 Penalty: 4254.457520
	Iteration 32Q: 3 clusters Score -646716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -646718.125000 Penalty: 4254.457520
	Iteration 33Q: 3 clusters Score -646718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -646718.125000 Penalty: 4254.457520
	Iteration 34Q: 3 clusters Score -646718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -646720.000000 Penalty: 4254.457520
	Iteration 35Q: 3 clusters Score -646720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -646722.250000 Penalty: 4254.457520
	Iteration 36Q: 3 clusters Score -646722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -646721.187500 Penalty: 4254.457520
	Iteration 37Q: 3 clusters Score -646721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -646724.562500 Penalty: 4254.457520
	Iteration 38Q: 3 clusters Score -646724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -646726.062500 Penalty: 4254.457520
	Iteration 39Q: 3 clusters Score -646726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -646725.687500 Penalty: 4254.457520
	Iteration 40F: 3 clusters Score -646725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -646726.750000 Penalty: 4254.457520
	Iteration 41Q: 3 clusters Score -646726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -646727.000000 Penalty: 4254.457520
	Iteration 42Q: 3 clusters Score -646727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -646726.937500 Penalty: 4254.457520
	Iteration 43Q: 3 clusters Score -646726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -646728.187500 Penalty: 4254.457520
	Iteration 44Q: 3 clusters Score -646728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -646727.812500 Penalty: 4254.457520
	Iteration 45Q: 3 clusters Score -646727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -646727.875000 Penalty: 4254.457520
	Iteration 46Q: 3 clusters Score -646727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -646727.750000 Penalty: 4254.457520
	Iteration 47Q: 3 clusters Score -646727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -646727.750000 Penalty: 4254.457520
	Iteration 48F: 3 clusters Score -646727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (178082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178082 members 
Entering Unmasked Estep 
Score: -22096896.000000 Penalty: 2998.319824
	Iteration 0F: 2 clusters Score -2.20969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -21980476.000000 Penalty: 5996.639648
	Iteration 0F: 3 clusters Score -2.198048e+07 nChanged 85306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -22029216.000000 Penalty: 5996.639648
	Iteration 1F: 3 clusters Score -2.202922e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -22029960.000000 Penalty: 5996.639648
	Iteration 2Q: 3 clusters Score -2.202996e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -22030742.000000 Penalty: 5996.639648
	Iteration 3Q: 3 clusters Score -2.203074e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -22031894.000000 Penalty: 5996.639648
	Iteration 4Q: 3 clusters Score -2.203189e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -22034026.000000 Penalty: 5996.639648
	Iteration 5Q: 3 clusters Score -2.203403e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -22037982.000000 Penalty: 5996.639648
	Iteration 6Q: 3 clusters Score -2.203798e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 122256 members 
Entering Unmasked Estep 
Score: -22045390.000000 Penalty: 5996.639648
	Iteration 7F: 3 clusters Score -2.204539e+07 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 137164 members 
Entering Unmasked Estep 
Score: -22057720.000000 Penalty: 5996.639648
	Iteration 8F: 3 clusters Score -2.205772e+07 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -22072826.000000 Penalty: 5996.639648
	Iteration 9F: 3 clusters Score -2.207283e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 165979 members 
Entering Unmasked Estep 
Score: -22084778.000000 Penalty: 5996.639648
	Iteration 10F: 3 clusters Score -2.208478e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 173281 members 
Entering Unmasked Estep 
Score: -22090994.000000 Penalty: 5996.639648
	Iteration 11Q: 3 clusters Score -2.209099e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 176343 members 
Entering Unmasked Estep 
Score: -22093174.000000 Penalty: 5996.639648
	Iteration 12Q: 3 clusters Score -2.209317e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 177352 members 
Entering Unmasked Estep 
Score: -22093856.000000 Penalty: 5996.639648
	Iteration 13Q: 3 clusters Score -2.209386e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 177633 members 
Entering Unmasked Estep 
Score: -22094000.000000 Penalty: 5996.639648
	Iteration 14Q: 3 clusters Score -2.2094e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -22094122.000000 Penalty: 5996.639648
	Iteration 15Q: 3 clusters Score -2.209412e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -22094186.000000 Penalty: 5996.639648
	Iteration 16Q: 3 clusters Score -2.209419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -22094216.000000 Penalty: 5996.639648
	Iteration 17Q: 3 clusters Score -2.209422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -22094240.000000 Penalty: 5996.639648
	Iteration 18Q: 3 clusters Score -2.209424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 177803 members 
Entering Unmasked Estep 
Score: -22094240.000000 Penalty: 5996.639648
	Iteration 19Q: 3 clusters Score -2.209424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177813 members 
Entering Unmasked Estep 
Score: -22094252.000000 Penalty: 5996.639648
	Iteration 20F: 3 clusters Score -2.209425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -22094246.000000 Penalty: 5996.639648
	Iteration 21Q: 3 clusters Score -2.209425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -22094244.000000 Penalty: 5996.639648
	Iteration 22Q: 3 clusters Score -2.209424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -22094268.000000 Penalty: 5996.639648
	Iteration 23Q: 3 clusters Score -2.209427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 177825 members 
Entering Unmasked Estep 
Score: -22094278.000000 Penalty: 5996.639648
	Iteration 24Q: 3 clusters Score -2.209428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -22094280.000000 Penalty: 5996.639648
	Iteration 25Q: 3 clusters Score -2.209428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 177829 members 
Entering Unmasked Estep 
Score: -22094298.000000 Penalty: 5996.639648
	Iteration 26Q: 3 clusters Score -2.20943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 177829 members 
Entering Unmasked Estep 
Score: -22094296.000000 Penalty: 5996.639648
	Iteration 27Q: 3 clusters Score -2.20943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 177830 members 
Entering Unmasked Estep 
Score: -22094294.000000 Penalty: 5996.639648
	Iteration 28Q: 3 clusters Score -2.209429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 177830 members 
Entering Unmasked Estep 
Score: -22094298.000000 Penalty: 5996.639648
	Iteration 29Q: 3 clusters Score -2.20943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 177831 members 
Entering Unmasked Estep 
Score: -22094298.000000 Penalty: 5996.639648
	Iteration 30Q: 3 clusters Score -2.20943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 177833 members 
Entering Unmasked Estep 
Score: -22094302.000000 Penalty: 5996.639648
	Iteration 31Q: 3 clusters Score -2.20943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 177834 members 
Entering Unmasked Estep 
Score: -22094304.000000 Penalty: 5996.639648
	Iteration 32Q: 3 clusters Score -2.20943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177835 members 
Entering Unmasked Estep 
Score: -22094304.000000 Penalty: 5996.639648
	Iteration 33Q: 3 clusters Score -2.20943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177835 members 
Entering Unmasked Estep 
Score: -22094308.000000 Penalty: 5996.639648
	Iteration 34Q: 3 clusters Score -2.209431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177835 members 
Entering Unmasked Estep 
Score: -22094308.000000 Penalty: 5996.639648
	Iteration 35F: 3 clusters Score -2.209431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Entering Unmasked Estep 
Score: -20455740.000000 Penalty: 2977.927979
	Iteration 0F: 2 clusters Score -2.045574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -20347200.000000 Penalty: 5955.855957
	Iteration 0F: 3 clusters Score -2.03472e+07 nChanged 78421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -20392704.000000 Penalty: 5955.855957
	Iteration 1F: 3 clusters Score -2.03927e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -20393814.000000 Penalty: 5955.855957
	Iteration 2Q: 3 clusters Score -2.039381e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -20394884.000000 Penalty: 5955.855957
	Iteration 3Q: 3 clusters Score -2.039488e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -20396140.000000 Penalty: 5955.855957
	Iteration 4Q: 3 clusters Score -2.039614e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
Score: -20397708.000000 Penalty: 5955.855957
	Iteration 5Q: 3 clusters Score -2.039771e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -20399686.000000 Penalty: 5955.855957
	Iteration 6Q: 3 clusters Score -2.039969e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -20401818.000000 Penalty: 5955.855957
	Iteration 7Q: 3 clusters Score -2.040182e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -20404266.000000 Penalty: 5955.855957
	Iteration 8Q: 3 clusters Score -2.040427e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -20406916.000000 Penalty: 5955.855957
	Iteration 9Q: 3 clusters Score -2.040692e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -20409650.000000 Penalty: 5955.855957
	Iteration 10Q: 3 clusters Score -2.040965e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -20412840.000000 Penalty: 5955.855957
	Iteration 11Q: 3 clusters Score -2.041284e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -20416736.000000 Penalty: 5955.855957
	Iteration 12Q: 3 clusters Score -2.041674e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 121457 members 
Entering Unmasked Estep 
Score: -20421502.000000 Penalty: 5955.855957
	Iteration 13F: 3 clusters Score -2.04215e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 130193 members 
Entering Unmasked Estep 
Score: -20427466.000000 Penalty: 5955.855957
	Iteration 14F: 3 clusters Score -2.042747e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -20433896.000000 Penalty: 5955.855957
	Iteration 15F: 3 clusters Score -2.04339e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -20440242.000000 Penalty: 5955.855957
	Iteration 16Q: 3 clusters Score -2.044024e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 154258 members 
Entering Unmasked Estep 
Score: -20445808.000000 Penalty: 5955.855957
	Iteration 17Q: 3 clusters Score -2.044581e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 159076 members 
Entering Unmasked Estep 
Score: -20449408.000000 Penalty: 5955.855957
	Iteration 18Q: 3 clusters Score -2.044941e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -20451416.000000 Penalty: 5955.855957
	Iteration 19Q: 3 clusters Score -2.045142e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -20452242.000000 Penalty: 5955.855957
	Iteration 20F: 3 clusters Score -2.045224e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -20452636.000000 Penalty: 5955.855957
	Iteration 21Q: 3 clusters Score -2.045264e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 163565 members 
Entering Unmasked Estep 
Score: -20452826.000000 Penalty: 5955.855957
	Iteration 22Q: 3 clusters Score -2.045283e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -20452914.000000 Penalty: 5955.855957
	Iteration 23Q: 3 clusters Score -2.045291e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -20452980.000000 Penalty: 5955.855957
	Iteration 24Q: 3 clusters Score -2.045298e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -20453022.000000 Penalty: 5955.855957
	Iteration 25Q: 3 clusters Score -2.045302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -20453058.000000 Penalty: 5955.855957
	Iteration 26Q: 3 clusters Score -2.045306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -20453086.000000 Penalty: 5955.855957
	Iteration 27Q: 3 clusters Score -2.045309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -20453088.000000 Penalty: 5955.855957
	Iteration 28Q: 3 clusters Score -2.045309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -20453108.000000 Penalty: 5955.855957
	Iteration 29Q: 3 clusters Score -2.045311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -20453118.000000 Penalty: 5955.855957
	Iteration 30Q: 3 clusters Score -2.045312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -20453114.000000 Penalty: 5955.855957
	Iteration 31Q: 3 clusters Score -2.045311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 163761 members 
Entering Unmasked Estep 
Score: -20453126.000000 Penalty: 5955.855957
	Iteration 32Q: 3 clusters Score -2.045313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -20453130.000000 Penalty: 5955.855957
	Iteration 33Q: 3 clusters Score -2.045313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 163761 members 
Entering Unmasked Estep 
Score: -20453132.000000 Penalty: 5955.855957
	Iteration 34Q: 3 clusters Score -2.045313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -20453138.000000 Penalty: 5955.855957
	Iteration 35Q: 3 clusters Score -2.045314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -20453148.000000 Penalty: 5955.855957
	Iteration 36Q: 3 clusters Score -2.045315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -20453148.000000 Penalty: 5955.855957
	Iteration 37F: 3 clusters Score -2.045315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Entering Unmasked Estep 
Score: -4249824.000000 Penalty: 2600.114746
	Iteration 0F: 2 clusters Score -4249824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4225666.000000 Penalty: 5200.229492
	Iteration 0F: 3 clusters Score -4225666 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4234810.500000 Penalty: 5200.229492
	Iteration 1F: 3 clusters Score -4234810 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4235447.500000 Penalty: 5200.229492
	Iteration 2F: 3 clusters Score -4235448 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4236040.000000 Penalty: 5200.229492
	Iteration 3Q: 3 clusters Score -4236040 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -4236637.500000 Penalty: 5200.229492
	Iteration 4Q: 3 clusters Score -4236638 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -4237264.000000 Penalty: 5200.229492
	Iteration 5Q: 3 clusters Score -4237264 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4238136.500000 Penalty: 5200.229492
	Iteration 6Q: 3 clusters Score -4238136 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4239300.000000 Penalty: 5200.229492
	Iteration 7F: 3 clusters Score -4239300 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4241058.500000 Penalty: 5200.229492
	Iteration 8F: 3 clusters Score -4241058 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4243164.000000 Penalty: 5200.229492
	Iteration 9F: 3 clusters Score -4243164 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4245148.000000 Penalty: 5200.229492
	Iteration 10F: 3 clusters Score -4245148 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4246551.000000 Penalty: 5200.229492
	Iteration 11Q: 3 clusters Score -4246551 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4247324.500000 Penalty: 5200.229492
	Iteration 12Q: 3 clusters Score -4247324 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4247734.500000 Penalty: 5200.229492
	Iteration 13Q: 3 clusters Score -4247734 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4247983.500000 Penalty: 5200.229492
	Iteration 14Q: 3 clusters Score -4247984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4248163.500000 Penalty: 5200.229492
	Iteration 15Q: 3 clusters Score -4248164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4248294.000000 Penalty: 5200.229492
	Iteration 16Q: 3 clusters Score -4248294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4248396.000000 Penalty: 5200.229492
	Iteration 17Q: 3 clusters Score -4248396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4248488.000000 Penalty: 5200.229492
	Iteration 18Q: 3 clusters Score -4248488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4248600.500000 Penalty: 5200.229492
	Iteration 19Q: 3 clusters Score -4248600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4248677.500000 Penalty: 5200.229492
	Iteration 20F: 3 clusters Score -4248678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4248720.500000 Penalty: 5200.229492
	Iteration 21Q: 3 clusters Score -4248720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4248757.500000 Penalty: 5200.229492
	Iteration 22Q: 3 clusters Score -4248758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4248790.000000 Penalty: 5200.229492
	Iteration 23Q: 3 clusters Score -4248790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4248823.500000 Penalty: 5200.229492
	Iteration 24Q: 3 clusters Score -4248824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4248832.000000 Penalty: 5200.229492
	Iteration 25Q: 3 clusters Score -4248832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4248844.500000 Penalty: 5200.229492
	Iteration 26Q: 3 clusters Score -4248844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4248872.000000 Penalty: 5200.229492
	Iteration 27Q: 3 clusters Score -4248872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4248907.500000 Penalty: 5200.229492
	Iteration 28Q: 3 clusters Score -4248908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4248934.500000 Penalty: 5200.229492
	Iteration 29Q: 3 clusters Score -4248934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4248961.500000 Penalty: 5200.229492
	Iteration 30Q: 3 clusters Score -4248962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4249001.500000 Penalty: 5200.229492
	Iteration 31Q: 3 clusters Score -4249002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4249019.500000 Penalty: 5200.229492
	Iteration 32Q: 3 clusters Score -4249020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4249032.500000 Penalty: 5200.229492
	Iteration 33Q: 3 clusters Score -4249032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4249045.500000 Penalty: 5200.229492
	Iteration 34Q: 3 clusters Score -4249046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4249055.000000 Penalty: 5200.229492
	Iteration 35Q: 3 clusters Score -4249055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4249053.500000 Penalty: 5200.229492
	Iteration 36Q: 3 clusters Score -4249054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4249059.000000 Penalty: 5200.229492
	Iteration 37Q: 3 clusters Score -4249059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4249058.500000 Penalty: 5200.229492
	Iteration 38Q: 3 clusters Score -4249058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4249058.500000 Penalty: 5200.229492
	Iteration 39F: 3 clusters Score -4249058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Entering Unmasked Estep 
Score: -658062.750000 Penalty: 2134.589844
	Iteration 0F: 2 clusters Score -658062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -653286.750000 Penalty: 4269.179688
	Iteration 0F: 3 clusters Score -653286.8 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -654456.375000 Penalty: 4269.179688
	Iteration 1F: 3 clusters Score -654456.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -654674.062500 Penalty: 4269.179688
	Iteration 2F: 3 clusters Score -654674.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -654811.875000 Penalty: 4269.179688
	Iteration 3Q: 3 clusters Score -654811.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -654932.062500 Penalty: 4269.179688
	Iteration 4Q: 3 clusters Score -654932.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -655045.437500 Penalty: 4269.179688
	Iteration 5Q: 3 clusters Score -655045.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -655151.312500 Penalty: 4269.179688
	Iteration 6Q: 3 clusters Score -655151.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -655226.187500 Penalty: 4269.179688
	Iteration 7Q: 3 clusters Score -655226.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -655300.437500 Penalty: 4269.179688
	Iteration 8Q: 3 clusters Score -655300.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -655377.500000 Penalty: 4269.179688
	Iteration 9Q: 3 clusters Score -655377.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -655447.500000 Penalty: 4269.179688
	Iteration 10Q: 3 clusters Score -655447.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -655514.187500 Penalty: 4269.179688
	Iteration 11Q: 3 clusters Score -655514.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -655584.687500 Penalty: 4269.179688
	Iteration 12Q: 3 clusters Score -655584.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -655670.875000 Penalty: 4269.179688
	Iteration 13Q: 3 clusters Score -655670.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -655763.312500 Penalty: 4269.179688
	Iteration 14Q: 3 clusters Score -655763.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -655862.562500 Penalty: 4269.179688
	Iteration 15Q: 3 clusters Score -655862.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -655971.687500 Penalty: 4269.179688
	Iteration 16Q: 3 clusters Score -655971.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -656113.500000 Penalty: 4269.179688
	Iteration 17Q: 3 clusters Score -656113.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -656264.000000 Penalty: 4269.179688
	Iteration 18Q: 3 clusters Score -656264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -656422.625000 Penalty: 4269.179688
	Iteration 19Q: 3 clusters Score -656422.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -656597.500000 Penalty: 4269.179688
	Iteration 20F: 3 clusters Score -656597.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -656734.750000 Penalty: 4269.179688
	Iteration 21Q: 3 clusters Score -656734.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -656846.187500 Penalty: 4269.179688
	Iteration 22Q: 3 clusters Score -656846.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -656919.875000 Penalty: 4269.179688
	Iteration 23Q: 3 clusters Score -656919.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -656967.125000 Penalty: 4269.179688
	Iteration 24Q: 3 clusters Score -656967.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -656998.750000 Penalty: 4269.179688
	Iteration 25Q: 3 clusters Score -656998.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -657010.687500 Penalty: 4269.179688
	Iteration 26Q: 3 clusters Score -657010.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -657022.750000 Penalty: 4269.179688
	Iteration 27Q: 3 clusters Score -657022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -657029.875000 Penalty: 4269.179688
	Iteration 28Q: 3 clusters Score -657029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -657035.125000 Penalty: 4269.179688
	Iteration 29Q: 3 clusters Score -657035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -657036.187500 Penalty: 4269.179688
	Iteration 30Q: 3 clusters Score -657036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -657038.187500 Penalty: 4269.179688
	Iteration 31Q: 3 clusters Score -657038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -657038.187500 Penalty: 4269.179688
	Iteration 32Q: 3 clusters Score -657038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -657038.750000 Penalty: 4269.179688
	Iteration 33Q: 3 clusters Score -657038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -657038.437500 Penalty: 4269.179688
	Iteration 34Q: 3 clusters Score -657038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -657039.250000 Penalty: 4269.179688
	Iteration 35Q: 3 clusters Score -657039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -657042.250000 Penalty: 4269.179688
	Iteration 36Q: 3 clusters Score -657042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -657042.875000 Penalty: 4269.179688
	Iteration 37Q: 3 clusters Score -657042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -657044.062500 Penalty: 4269.179688
	Iteration 38Q: 3 clusters Score -657044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -657046.062500 Penalty: 4269.179688
	Iteration 39Q: 3 clusters Score -657046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -657044.875000 Penalty: 4269.179688
	Iteration 40F: 3 clusters Score -657044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -657044.437500 Penalty: 4269.179688
	Iteration 41Q: 3 clusters Score -657044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -657044.437500 Penalty: 4269.179688
	Iteration 42F: 3 clusters Score -657044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -24040.453125 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -24040.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22959.593750 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -22959.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23109.806641 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -23109.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23139.785156 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -23139.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23162.945312 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -23162.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23169.626953 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -23169.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23169.626953 Penalty: 2722.513184
	Iteration 5F: 3 clusters Score -23169.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -562274.750000 Penalty: 2100.792969
	Iteration 0F: 2 clusters Score -562274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -557899.812500 Penalty: 4201.585938
	Iteration 0F: 3 clusters Score -557899.8 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -558913.750000 Penalty: 4201.585938
	Iteration 1F: 3 clusters Score -558913.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -559143.437500 Penalty: 4201.585938
	Iteration 2F: 3 clusters Score -559143.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -559292.687500 Penalty: 4201.585938
	Iteration 3F: 3 clusters Score -559292.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -559412.000000 Penalty: 4201.585938
	Iteration 4Q: 3 clusters Score -559412 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -559516.375000 Penalty: 4201.585938
	Iteration 5Q: 3 clusters Score -559516.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -559619.187500 Penalty: 4201.585938
	Iteration 6Q: 3 clusters Score -559619.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -559732.125000 Penalty: 4201.585938
	Iteration 7Q: 3 clusters Score -559732.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -559840.062500 Penalty: 4201.585938
	Iteration 8Q: 3 clusters Score -559840.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -559947.312500 Penalty: 4201.585938
	Iteration 9Q: 3 clusters Score -559947.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -560050.250000 Penalty: 4201.585938
	Iteration 10Q: 3 clusters Score -560050.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -560153.625000 Penalty: 4201.585938
	Iteration 11Q: 3 clusters Score -560153.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -560238.500000 Penalty: 4201.585938
	Iteration 12Q: 3 clusters Score -560238.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -560304.875000 Penalty: 4201.585938
	Iteration 13Q: 3 clusters Score -560304.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -560368.750000 Penalty: 4201.585938
	Iteration 14Q: 3 clusters Score -560368.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -560409.562500 Penalty: 4201.585938
	Iteration 15Q: 3 clusters Score -560409.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -560438.187500 Penalty: 4201.585938
	Iteration 16Q: 3 clusters Score -560438.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -560459.250000 Penalty: 4201.585938
	Iteration 17Q: 3 clusters Score -560459.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -560478.625000 Penalty: 4201.585938
	Iteration 18Q: 3 clusters Score -560478.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -560493.625000 Penalty: 4201.585938
	Iteration 19Q: 3 clusters Score -560493.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -560510.250000 Penalty: 4201.585938
	Iteration 20F: 3 clusters Score -560510.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -560523.875000 Penalty: 4201.585938
	Iteration 21Q: 3 clusters Score -560523.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -560535.437500 Penalty: 4201.585938
	Iteration 22Q: 3 clusters Score -560535.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -560549.125000 Penalty: 4201.585938
	Iteration 23Q: 3 clusters Score -560549.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -560565.562500 Penalty: 4201.585938
	Iteration 24Q: 3 clusters Score -560565.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -560577.500000 Penalty: 4201.585938
	Iteration 25Q: 3 clusters Score -560577.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -560588.062500 Penalty: 4201.585938
	Iteration 26Q: 3 clusters Score -560588.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -560596.500000 Penalty: 4201.585938
	Iteration 27Q: 3 clusters Score -560596.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -560605.875000 Penalty: 4201.585938
	Iteration 28Q: 3 clusters Score -560605.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -560618.187500 Penalty: 4201.585938
	Iteration 29Q: 3 clusters Score -560618.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -560631.000000 Penalty: 4201.585938
	Iteration 30Q: 3 clusters Score -560631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -560640.625000 Penalty: 4201.585938
	Iteration 31Q: 3 clusters Score -560640.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -560647.312500 Penalty: 4201.585938
	Iteration 32Q: 3 clusters Score -560647.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -560653.125000 Penalty: 4201.585938
	Iteration 33Q: 3 clusters Score -560653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -560664.500000 Penalty: 4201.585938
	Iteration 34Q: 3 clusters Score -560664.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -560676.500000 Penalty: 4201.585938
	Iteration 35Q: 3 clusters Score -560676.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -560690.312500 Penalty: 4201.585938
	Iteration 36Q: 3 clusters Score -560690.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -560699.687500 Penalty: 4201.585938
	Iteration 37Q: 3 clusters Score -560699.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -560709.562500 Penalty: 4201.585938
	Iteration 38Q: 3 clusters Score -560709.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -560723.625000 Penalty: 4201.585938
	Iteration 39Q: 3 clusters Score -560723.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -560736.625000 Penalty: 4201.585938
	Iteration 40F: 3 clusters Score -560736.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -560750.687500 Penalty: 4201.585938
	Iteration 41Q: 3 clusters Score -560750.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -560766.062500 Penalty: 4201.585938
	Iteration 42Q: 3 clusters Score -560766.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -560774.250000 Penalty: 4201.585938
	Iteration 43Q: 3 clusters Score -560774.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -560783.625000 Penalty: 4201.585938
	Iteration 44Q: 3 clusters Score -560783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -560788.000000 Penalty: 4201.585938
	Iteration 45Q: 3 clusters Score -560788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -560789.125000 Penalty: 4201.585938
	Iteration 46Q: 3 clusters Score -560789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -560790.562500 Penalty: 4201.585938
	Iteration 47Q: 3 clusters Score -560790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -560790.750000 Penalty: 4201.585938
	Iteration 48Q: 3 clusters Score -560790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -560790.750000 Penalty: 4201.585938
	Iteration 49F: 3 clusters Score -560790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Entering Unmasked Estep 
Score: -2427590.000000 Penalty: 2452.366943
	Iteration 0F: 2 clusters Score -2427590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2413667.000000 Penalty: 4904.733887
	Iteration 0F: 3 clusters Score -2413667 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2418325.000000 Penalty: 4904.733887
	Iteration 1F: 3 clusters Score -2418325 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2418758.500000 Penalty: 4904.733887
	Iteration 2F: 3 clusters Score -2418758 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2419103.250000 Penalty: 4904.733887
	Iteration 3Q: 3 clusters Score -2419103 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2419361.750000 Penalty: 4904.733887
	Iteration 4Q: 3 clusters Score -2419362 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2419606.000000 Penalty: 4904.733887
	Iteration 5Q: 3 clusters Score -2419606 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2419806.750000 Penalty: 4904.733887
	Iteration 6Q: 3 clusters Score -2419807 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2419996.500000 Penalty: 4904.733887
	Iteration 7Q: 3 clusters Score -2419996 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2420197.250000 Penalty: 4904.733887
	Iteration 8Q: 3 clusters Score -2420197 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2420419.000000 Penalty: 4904.733887
	Iteration 9Q: 3 clusters Score -2420419 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2420639.750000 Penalty: 4904.733887
	Iteration 10Q: 3 clusters Score -2420640 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2420906.500000 Penalty: 4904.733887
	Iteration 11Q: 3 clusters Score -2420906 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2421233.750000 Penalty: 4904.733887
	Iteration 12Q: 3 clusters Score -2421234 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2421663.000000 Penalty: 4904.733887
	Iteration 13Q: 3 clusters Score -2421663 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2422178.000000 Penalty: 4904.733887
	Iteration 14Q: 3 clusters Score -2422178 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2422747.750000 Penalty: 4904.733887
	Iteration 15Q: 3 clusters Score -2422748 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2423239.750000 Penalty: 4904.733887
	Iteration 16Q: 3 clusters Score -2423240 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2423654.500000 Penalty: 4904.733887
	Iteration 17Q: 3 clusters Score -2423654 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2423990.250000 Penalty: 4904.733887
	Iteration 18Q: 3 clusters Score -2423990 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2424254.000000 Penalty: 4904.733887
	Iteration 19Q: 3 clusters Score -2424254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2424469.000000 Penalty: 4904.733887
	Iteration 20F: 3 clusters Score -2424469 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2424647.250000 Penalty: 4904.733887
	Iteration 21Q: 3 clusters Score -2424647 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2424799.500000 Penalty: 4904.733887
	Iteration 22Q: 3 clusters Score -2424800 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2424925.000000 Penalty: 4904.733887
	Iteration 23Q: 3 clusters Score -2424925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2425024.500000 Penalty: 4904.733887
	Iteration 24Q: 3 clusters Score -2425024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2425092.500000 Penalty: 4904.733887
	Iteration 25Q: 3 clusters Score -2425092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2425156.250000 Penalty: 4904.733887
	Iteration 26Q: 3 clusters Score -2425156 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2425225.750000 Penalty: 4904.733887
	Iteration 27Q: 3 clusters Score -2425226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2425271.000000 Penalty: 4904.733887
	Iteration 28Q: 3 clusters Score -2425271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2425312.750000 Penalty: 4904.733887
	Iteration 29Q: 3 clusters Score -2425313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2425360.000000 Penalty: 4904.733887
	Iteration 30Q: 3 clusters Score -2425360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2425392.250000 Penalty: 4904.733887
	Iteration 31Q: 3 clusters Score -2425392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2425410.000000 Penalty: 4904.733887
	Iteration 32Q: 3 clusters Score -2425410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2425419.500000 Penalty: 4904.733887
	Iteration 33Q: 3 clusters Score -2425420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2425424.500000 Penalty: 4904.733887
	Iteration 34Q: 3 clusters Score -2425424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2425430.000000 Penalty: 4904.733887
	Iteration 35Q: 3 clusters Score -2425430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2425440.000000 Penalty: 4904.733887
	Iteration 36Q: 3 clusters Score -2425440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2425446.000000 Penalty: 4904.733887
	Iteration 37Q: 3 clusters Score -2425446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2425452.750000 Penalty: 4904.733887
	Iteration 38Q: 3 clusters Score -2425453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2425457.250000 Penalty: 4904.733887
	Iteration 39Q: 3 clusters Score -2425457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2425461.750000 Penalty: 4904.733887
	Iteration 40F: 3 clusters Score -2425462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2425457.750000 Penalty: 4904.733887
	Iteration 41Q: 3 clusters Score -2425458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2425460.250000 Penalty: 4904.733887
	Iteration 42Q: 3 clusters Score -2425460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2425464.250000 Penalty: 4904.733887
	Iteration 43Q: 3 clusters Score -2425464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2425468.000000 Penalty: 4904.733887
	Iteration 44Q: 3 clusters Score -2425468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2425468.750000 Penalty: 4904.733887
	Iteration 45Q: 3 clusters Score -2425469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2425471.250000 Penalty: 4904.733887
	Iteration 46Q: 3 clusters Score -2425471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2425471.250000 Penalty: 4904.733887
	Iteration 47Q: 3 clusters Score -2425471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2425472.750000 Penalty: 4904.733887
	Iteration 48Q: 3 clusters Score -2425473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2425474.250000 Penalty: 4904.733887
	Iteration 49Q: 3 clusters Score -2425474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2425475.000000 Penalty: 4904.733887
	Iteration 50Q: 3 clusters Score -2425475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2425479.000000 Penalty: 4904.733887
	Iteration 51Q: 3 clusters Score -2425479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2425476.500000 Penalty: 4904.733887
	Iteration 52Q: 3 clusters Score -2425476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2425477.250000 Penalty: 4904.733887
	Iteration 53Q: 3 clusters Score -2425477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2425480.000000 Penalty: 4904.733887
	Iteration 54Q: 3 clusters Score -2425480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2425482.750000 Penalty: 4904.733887
	Iteration 55Q: 3 clusters Score -2425483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2425481.750000 Penalty: 4904.733887
	Iteration 56Q: 3 clusters Score -2425482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2425485.250000 Penalty: 4904.733887
	Iteration 57Q: 3 clusters Score -2425485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2425488.000000 Penalty: 4904.733887
	Iteration 58Q: 3 clusters Score -2425488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2425488.000000 Penalty: 4904.733887
	Iteration 59F: 3 clusters Score -2425488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Entering Unmasked Estep 
Score: -3190892.000000 Penalty: 2533.194824
	Iteration 0F: 2 clusters Score -3190892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3171962.500000 Penalty: 5066.389648
	Iteration 0F: 3 clusters Score -3171962 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3178881.500000 Penalty: 5066.389648
	Iteration 1F: 3 clusters Score -3178882 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3179684.750000 Penalty: 5066.389648
	Iteration 2F: 3 clusters Score -3179685 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3180688.000000 Penalty: 5066.389648
	Iteration 3F: 3 clusters Score -3180688 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3181970.000000 Penalty: 5066.389648
	Iteration 4F: 3 clusters Score -3181970 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3183460.500000 Penalty: 5066.389648
	Iteration 5F: 3 clusters Score -3183460 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3185089.000000 Penalty: 5066.389648
	Iteration 6F: 3 clusters Score -3185089 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3186610.250000 Penalty: 5066.389648
	Iteration 7F: 3 clusters Score -3186610 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3187829.500000 Penalty: 5066.389648
	Iteration 8Q: 3 clusters Score -3187830 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3188622.000000 Penalty: 5066.389648
	Iteration 9Q: 3 clusters Score -3188622 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3189002.500000 Penalty: 5066.389648
	Iteration 10Q: 3 clusters Score -3189002 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3189175.250000 Penalty: 5066.389648
	Iteration 11Q: 3 clusters Score -3189175 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3189263.500000 Penalty: 5066.389648
	Iteration 12Q: 3 clusters Score -3189264 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3189297.500000 Penalty: 5066.389648
	Iteration 13Q: 3 clusters Score -3189298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3189327.500000 Penalty: 5066.389648
	Iteration 14Q: 3 clusters Score -3189328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3189341.000000 Penalty: 5066.389648
	Iteration 15Q: 3 clusters Score -3189341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3189353.750000 Penalty: 5066.389648
	Iteration 16Q: 3 clusters Score -3189354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3189370.750000 Penalty: 5066.389648
	Iteration 17Q: 3 clusters Score -3189371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3189375.750000 Penalty: 5066.389648
	Iteration 18Q: 3 clusters Score -3189376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3189374.250000 Penalty: 5066.389648
	Iteration 19Q: 3 clusters Score -3189374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3189376.500000 Penalty: 5066.389648
	Iteration 20F: 3 clusters Score -3189376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3189390.250000 Penalty: 5066.389648
	Iteration 21Q: 3 clusters Score -3189390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3189398.250000 Penalty: 5066.389648
	Iteration 22Q: 3 clusters Score -3189398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3189389.250000 Penalty: 5066.389648
	Iteration 23Q: 3 clusters Score -3189389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3189387.750000 Penalty: 5066.389648
	Iteration 24Q: 3 clusters Score -3189388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3189390.000000 Penalty: 5066.389648
	Iteration 25Q: 3 clusters Score -3189390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3189389.500000 Penalty: 5066.389648
	Iteration 26Q: 3 clusters Score -3189390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3189388.250000 Penalty: 5066.389648
	Iteration 27Q: 3 clusters Score -3189388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3189389.500000 Penalty: 5066.389648
	Iteration 28Q: 3 clusters Score -3189390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3189389.750000 Penalty: 5066.389648
	Iteration 29Q: 3 clusters Score -3189390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3189389.500000 Penalty: 5066.389648
	Iteration 30Q: 3 clusters Score -3189390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3189385.250000 Penalty: 5066.389648
	Iteration 31Q: 3 clusters Score -3189385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3189385.250000 Penalty: 5066.389648
	Iteration 32F: 3 clusters Score -3189385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Entering Unmasked Estep 
Score: -1684465.500000 Penalty: 2367.148438
	Iteration 0F: 2 clusters Score -1684466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1674259.000000 Penalty: 4734.296875
	Iteration 0F: 3 clusters Score -1674259 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1677506.125000 Penalty: 4734.296875
	Iteration 1F: 3 clusters Score -1677506 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1677904.250000 Penalty: 4734.296875
	Iteration 2F: 3 clusters Score -1677904 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1678253.500000 Penalty: 4734.296875
	Iteration 3F: 3 clusters Score -1678254 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1678586.625000 Penalty: 4734.296875
	Iteration 4Q: 3 clusters Score -1678587 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1678969.125000 Penalty: 4734.296875
	Iteration 5Q: 3 clusters Score -1678969 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1679416.250000 Penalty: 4734.296875
	Iteration 6F: 3 clusters Score -1679416 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1679922.750000 Penalty: 4734.296875
	Iteration 7F: 3 clusters Score -1679923 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1680436.625000 Penalty: 4734.296875
	Iteration 8F: 3 clusters Score -1680437 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1680969.875000 Penalty: 4734.296875
	Iteration 9Q: 3 clusters Score -1680970 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1681433.000000 Penalty: 4734.296875
	Iteration 10Q: 3 clusters Score -1681433 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1681823.625000 Penalty: 4734.296875
	Iteration 11Q: 3 clusters Score -1681824 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1682117.125000 Penalty: 4734.296875
	Iteration 12Q: 3 clusters Score -1682117 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1682355.875000 Penalty: 4734.296875
	Iteration 13Q: 3 clusters Score -1682356 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1682533.000000 Penalty: 4734.296875
	Iteration 14Q: 3 clusters Score -1682533 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1682658.750000 Penalty: 4734.296875
	Iteration 15Q: 3 clusters Score -1682659 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1682748.375000 Penalty: 4734.296875
	Iteration 16Q: 3 clusters Score -1682748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1682809.750000 Penalty: 4734.296875
	Iteration 17Q: 3 clusters Score -1682810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1682850.750000 Penalty: 4734.296875
	Iteration 18Q: 3 clusters Score -1682851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1682883.375000 Penalty: 4734.296875
	Iteration 19Q: 3 clusters Score -1682883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1682905.125000 Penalty: 4734.296875
	Iteration 20F: 3 clusters Score -1682905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1682920.250000 Penalty: 4734.296875
	Iteration 21Q: 3 clusters Score -1682920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1682936.750000 Penalty: 4734.296875
	Iteration 22Q: 3 clusters Score -1682937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1682949.625000 Penalty: 4734.296875
	Iteration 23Q: 3 clusters Score -1682950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1682957.875000 Penalty: 4734.296875
	Iteration 24Q: 3 clusters Score -1682958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1682965.500000 Penalty: 4734.296875
	Iteration 25Q: 3 clusters Score -1682966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1682972.750000 Penalty: 4734.296875
	Iteration 26Q: 3 clusters Score -1682973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1682976.750000 Penalty: 4734.296875
	Iteration 27Q: 3 clusters Score -1682977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1682978.500000 Penalty: 4734.296875
	Iteration 28Q: 3 clusters Score -1682978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1682980.625000 Penalty: 4734.296875
	Iteration 29Q: 3 clusters Score -1682981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1682981.500000 Penalty: 4734.296875
	Iteration 30Q: 3 clusters Score -1682982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1682985.625000 Penalty: 4734.296875
	Iteration 31Q: 3 clusters Score -1682986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1682983.750000 Penalty: 4734.296875
	Iteration 32Q: 3 clusters Score -1682984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1682983.000000 Penalty: 4734.296875
	Iteration 33Q: 3 clusters Score -1682983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1682983.000000 Penalty: 4734.296875
	Iteration 34F: 3 clusters Score -1682983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -48606.640625 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -48606.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47105.121094 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -47105.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47313.109375 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -47313.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47445.312500 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -47445.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47505.406250 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -47505.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47599.070312 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -47599.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47663.253906 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -47663.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47704.738281 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -47704.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47728.406250 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -47728.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47740.656250 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -47740.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47749.753906 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -47749.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47760.621094 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -47760.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47764.230469 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -47764.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47766.492188 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -47766.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47770.636719 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -47770.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47772.996094 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -47773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47772.996094 Penalty: 3040.009033
	Iteration 15F: 3 clusters Score -47773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (172825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Entering Unmasked Estep 
Score: -21201520.000000 Penalty: 2990.888672
	Iteration 0F: 2 clusters Score -2.120152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -21087130.000000 Penalty: 5981.777344
	Iteration 0F: 3 clusters Score -2.108713e+07 nChanged 82980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -21135400.000000 Penalty: 5981.777344
	Iteration 1F: 3 clusters Score -2.11354e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -21136112.000000 Penalty: 5981.777344
	Iteration 2Q: 3 clusters Score -2.113611e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -21136792.000000 Penalty: 5981.777344
	Iteration 3Q: 3 clusters Score -2.113679e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -21137536.000000 Penalty: 5981.777344
	Iteration 4Q: 3 clusters Score -2.113754e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -21138462.000000 Penalty: 5981.777344
	Iteration 5Q: 3 clusters Score -2.113846e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -21139444.000000 Penalty: 5981.777344
	Iteration 6Q: 3 clusters Score -2.113944e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -21140552.000000 Penalty: 5981.777344
	Iteration 7Q: 3 clusters Score -2.114055e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -21141646.000000 Penalty: 5981.777344
	Iteration 8Q: 3 clusters Score -2.114165e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -21143384.000000 Penalty: 5981.777344
	Iteration 9Q: 3 clusters Score -2.114338e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -21145894.000000 Penalty: 5981.777344
	Iteration 10Q: 3 clusters Score -2.114589e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -21149430.000000 Penalty: 5981.777344
	Iteration 11Q: 3 clusters Score -2.114943e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -21154498.000000 Penalty: 5981.777344
	Iteration 12F: 3 clusters Score -2.11545e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -21161652.000000 Penalty: 5981.777344
	Iteration 13F: 3 clusters Score -2.116165e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -21167614.000000 Penalty: 5981.777344
	Iteration 14F: 3 clusters Score -2.116761e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -21170714.000000 Penalty: 5981.777344
	Iteration 15Q: 3 clusters Score -2.117071e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -21171804.000000 Penalty: 5981.777344
	Iteration 16Q: 3 clusters Score -2.11718e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -21172390.000000 Penalty: 5981.777344
	Iteration 17Q: 3 clusters Score -2.117239e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -21172976.000000 Penalty: 5981.777344
	Iteration 18Q: 3 clusters Score -2.117298e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98082 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -21173578.000000 Penalty: 5981.777344
	Iteration 19Q: 3 clusters Score -2.117358e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -21173940.000000 Penalty: 5981.777344
	Iteration 20F: 3 clusters Score -2.117394e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -21174410.000000 Penalty: 5981.777344
	Iteration 21Q: 3 clusters Score -2.117441e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -21174918.000000 Penalty: 5981.777344
	Iteration 22Q: 3 clusters Score -2.117492e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -21175394.000000 Penalty: 5981.777344
	Iteration 23Q: 3 clusters Score -2.117539e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -21176050.000000 Penalty: 5981.777344
	Iteration 24Q: 3 clusters Score -2.117605e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -21176568.000000 Penalty: 5981.777344
	Iteration 25Q: 3 clusters Score -2.117657e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -21177214.000000 Penalty: 5981.777344
	Iteration 26Q: 3 clusters Score -2.117721e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -21177808.000000 Penalty: 5981.777344
	Iteration 27Q: 3 clusters Score -2.117781e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108818 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -21178314.000000 Penalty: 5981.777344
	Iteration 28Q: 3 clusters Score -2.117831e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -21178868.000000 Penalty: 5981.777344
	Iteration 29Q: 3 clusters Score -2.117887e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -21179280.000000 Penalty: 5981.777344
	Iteration 30Q: 3 clusters Score -2.117928e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5981.777344
	Iteration 31Q: 3 clusters Score -2.117981e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -21180290.000000 Penalty: 5981.777344
	Iteration 32Q: 3 clusters Score -2.118029e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115169 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -21180748.000000 Penalty: 5981.777344
	Iteration 33Q: 3 clusters Score -2.118075e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -21181356.000000 Penalty: 5981.777344
	Iteration 34Q: 3 clusters Score -2.118136e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -21181872.000000 Penalty: 5981.777344
	Iteration 35Q: 3 clusters Score -2.118187e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119436 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -21182302.000000 Penalty: 5981.777344
	Iteration 36Q: 3 clusters Score -2.11823e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -21182710.000000 Penalty: 5981.777344
	Iteration 37Q: 3 clusters Score -2.118271e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -21183112.000000 Penalty: 5981.777344
	Iteration 38Q: 3 clusters Score -2.118311e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123854 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -21183590.000000 Penalty: 5981.777344
	Iteration 39Q: 3 clusters Score -2.118359e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -21184006.000000 Penalty: 5981.777344
	Iteration 40F: 3 clusters Score -2.118401e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126904 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -21184358.000000 Penalty: 5981.777344
	Iteration 41Q: 3 clusters Score -2.118436e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -21184806.000000 Penalty: 5981.777344
	Iteration 42Q: 3 clusters Score -2.118481e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130294 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -21185140.000000 Penalty: 5981.777344
	Iteration 43Q: 3 clusters Score -2.118514e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -21185604.000000 Penalty: 5981.777344
	Iteration 44Q: 3 clusters Score -2.11856e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133926 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -21186068.000000 Penalty: 5981.777344
	Iteration 45Q: 3 clusters Score -2.118607e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135766 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -21186560.000000 Penalty: 5981.777344
	Iteration 46Q: 3 clusters Score -2.118656e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -21186978.000000 Penalty: 5981.777344
	Iteration 47Q: 3 clusters Score -2.118698e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -21187514.000000 Penalty: 5981.777344
	Iteration 48Q: 3 clusters Score -2.118751e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -21188006.000000 Penalty: 5981.777344
	Iteration 49Q: 3 clusters Score -2.118801e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143529 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -21188592.000000 Penalty: 5981.777344
	Iteration 50Q: 3 clusters Score -2.118859e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -21189194.000000 Penalty: 5981.777344
	Iteration 51Q: 3 clusters Score -2.118919e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -21189814.000000 Penalty: 5981.777344
	Iteration 52Q: 3 clusters Score -2.118981e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -21190420.000000 Penalty: 5981.777344
	Iteration 53Q: 3 clusters Score -2.119042e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152044 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -21191184.000000 Penalty: 5981.777344
	Iteration 54Q: 3 clusters Score -2.119118e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154171 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -21191870.000000 Penalty: 5981.777344
	Iteration 55Q: 3 clusters Score -2.119187e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -21192670.000000 Penalty: 5981.777344
	Iteration 56Q: 3 clusters Score -2.119267e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158409 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -21193496.000000 Penalty: 5981.777344
	Iteration 57Q: 3 clusters Score -2.11935e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -21194286.000000 Penalty: 5981.777344
	Iteration 58Q: 3 clusters Score -2.119429e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -21195036.000000 Penalty: 5981.777344
	Iteration 59Q: 3 clusters Score -2.119504e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -21195654.000000 Penalty: 5981.777344
	Iteration 60F: 3 clusters Score -2.119565e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -21196250.000000 Penalty: 5981.777344
	Iteration 61Q: 3 clusters Score -2.119625e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -21196792.000000 Penalty: 5981.777344
	Iteration 62Q: 3 clusters Score -2.119679e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -21197338.000000 Penalty: 5981.777344
	Iteration 63Q: 3 clusters Score -2.119734e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -21197680.000000 Penalty: 5981.777344
	Iteration 64Q: 3 clusters Score -2.119768e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169119 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21197970.000000 Penalty: 5981.777344
	Iteration 65Q: 3 clusters Score -2.119797e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -21198252.000000 Penalty: 5981.777344
	Iteration 66Q: 3 clusters Score -2.119825e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21198502.000000 Penalty: 5981.777344
	Iteration 67Q: 3 clusters Score -2.11985e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -21198674.000000 Penalty: 5981.777344
	Iteration 68Q: 3 clusters Score -2.119867e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170758 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21198842.000000 Penalty: 5981.777344
	Iteration 69Q: 3 clusters Score -2.119884e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -21198904.000000 Penalty: 5981.777344
	Iteration 70Q: 3 clusters Score -2.11989e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21198950.000000 Penalty: 5981.777344
	Iteration 71Q: 3 clusters Score -2.119895e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -21199040.000000 Penalty: 5981.777344
	Iteration 72Q: 3 clusters Score -2.119904e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21199110.000000 Penalty: 5981.777344
	Iteration 73Q: 3 clusters Score -2.119911e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21199158.000000 Penalty: 5981.777344
	Iteration 74Q: 3 clusters Score -2.119916e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -21199218.000000 Penalty: 5981.777344
	Iteration 75Q: 3 clusters Score -2.119922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171472 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21199222.000000 Penalty: 5981.777344
	Iteration 76Q: 3 clusters Score -2.119922e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171502 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21199236.000000 Penalty: 5981.777344
	Iteration 77Q: 3 clusters Score -2.119924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171519 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21199256.000000 Penalty: 5981.777344
	Iteration 78Q: 3 clusters Score -2.119926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171535 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21199264.000000 Penalty: 5981.777344
	Iteration 79Q: 3 clusters Score -2.119926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -21199288.000000 Penalty: 5981.777344
	Iteration 80F: 3 clusters Score -2.119929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21199276.000000 Penalty: 5981.777344
	Iteration 81Q: 3 clusters Score -2.119928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171567 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21199288.000000 Penalty: 5981.777344
	Iteration 82Q: 3 clusters Score -2.119929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171581 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21199284.000000 Penalty: 5981.777344
	Iteration 83Q: 3 clusters Score -2.119928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171589 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21199278.000000 Penalty: 5981.777344
	Iteration 84Q: 3 clusters Score -2.119928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -21199284.000000 Penalty: 5981.777344
	Iteration 85Q: 3 clusters Score -2.119928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171606 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21199276.000000 Penalty: 5981.777344
	Iteration 86Q: 3 clusters Score -2.119928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21199264.000000 Penalty: 5981.777344
	Iteration 87Q: 3 clusters Score -2.119926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171613 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21199272.000000 Penalty: 5981.777344
	Iteration 88Q: 3 clusters Score -2.119927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21199276.000000 Penalty: 5981.777344
	Iteration 89Q: 3 clusters Score -2.119928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171624 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21199278.000000 Penalty: 5981.777344
	Iteration 90Q: 3 clusters Score -2.119928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21199318.000000 Penalty: 5981.777344
	Iteration 91Q: 3 clusters Score -2.119932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171637 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -21199338.000000 Penalty: 5981.777344
	Iteration 92Q: 3 clusters Score -2.119934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171642 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21199332.000000 Penalty: 5981.777344
	Iteration 93Q: 3 clusters Score -2.119933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21199332.000000 Penalty: 5981.777344
	Iteration 94Q: 3 clusters Score -2.119933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -21199334.000000 Penalty: 5981.777344
	Iteration 95Q: 3 clusters Score -2.119933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21199338.000000 Penalty: 5981.777344
	Iteration 96Q: 3 clusters Score -2.119934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21199324.000000 Penalty: 5981.777344
	Iteration 97Q: 3 clusters Score -2.119932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21199324.000000 Penalty: 5981.777344
	Iteration 98Q: 3 clusters Score -2.119932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21199342.000000 Penalty: 5981.777344
	Iteration 99Q: 3 clusters Score -2.119934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21199350.000000 Penalty: 5981.777344
	Iteration 100F: 3 clusters Score -2.119935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21199372.000000 Penalty: 5981.777344
	Iteration 101Q: 3 clusters Score -2.119937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171687 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21199374.000000 Penalty: 5981.777344
	Iteration 102Q: 3 clusters Score -2.119937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -21199380.000000 Penalty: 5981.777344
	Iteration 103Q: 3 clusters Score -2.119938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21199384.000000 Penalty: 5981.777344
	Iteration 104Q: 3 clusters Score -2.119938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171693 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21199390.000000 Penalty: 5981.777344
	Iteration 105Q: 3 clusters Score -2.119939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171695 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -21199396.000000 Penalty: 5981.777344
	Iteration 106Q: 3 clusters Score -2.11994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171698 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21199382.000000 Penalty: 5981.777344
	Iteration 107Q: 3 clusters Score -2.119938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21199390.000000 Penalty: 5981.777344
	Iteration 108Q: 3 clusters Score -2.119939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21199396.000000 Penalty: 5981.777344
	Iteration 109Q: 3 clusters Score -2.11994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171707 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21199404.000000 Penalty: 5981.777344
	Iteration 110Q: 3 clusters Score -2.11994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171709 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21199390.000000 Penalty: 5981.777344
	Iteration 111Q: 3 clusters Score -2.119939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21199394.000000 Penalty: 5981.777344
	Iteration 112Q: 3 clusters Score -2.119939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171714 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21199396.000000 Penalty: 5981.777344
	Iteration 113Q: 3 clusters Score -2.11994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171716 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21199402.000000 Penalty: 5981.777344
	Iteration 114Q: 3 clusters Score -2.11994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171717 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21199394.000000 Penalty: 5981.777344
	Iteration 115Q: 3 clusters Score -2.119939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171721 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21199396.000000 Penalty: 5981.777344
	Iteration 116Q: 3 clusters Score -2.11994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21199396.000000 Penalty: 5981.777344
	Iteration 117Q: 3 clusters Score -2.11994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21199386.000000 Penalty: 5981.777344
	Iteration 118Q: 3 clusters Score -2.119939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21199374.000000 Penalty: 5981.777344
	Iteration 119Q: 3 clusters Score -2.119937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21199376.000000 Penalty: 5981.777344
	Iteration 120F: 3 clusters Score -2.119938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21199392.000000 Penalty: 5981.777344
	Iteration 121Q: 3 clusters Score -2.119939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171723 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21199404.000000 Penalty: 5981.777344
	Iteration 122Q: 3 clusters Score -2.11994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21199386.000000 Penalty: 5981.777344
	Iteration 123Q: 3 clusters Score -2.119939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171736 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21199392.000000 Penalty: 5981.777344
	Iteration 124Q: 3 clusters Score -2.119939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -21199378.000000 Penalty: 5981.777344
	Iteration 125Q: 3 clusters Score -2.119938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171749 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21199374.000000 Penalty: 5981.777344
	Iteration 126Q: 3 clusters Score -2.119937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171752 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21199390.000000 Penalty: 5981.777344
	Iteration 127Q: 3 clusters Score -2.119939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171755 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21199400.000000 Penalty: 5981.777344
	Iteration 128Q: 3 clusters Score -2.11994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171755 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21199408.000000 Penalty: 5981.777344
	Iteration 129Q: 3 clusters Score -2.119941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21199402.000000 Penalty: 5981.777344
	Iteration 130Q: 3 clusters Score -2.11994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21199406.000000 Penalty: 5981.777344
	Iteration 131Q: 3 clusters Score -2.119941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171762 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21199408.000000 Penalty: 5981.777344
	Iteration 132Q: 3 clusters Score -2.119941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21199404.000000 Penalty: 5981.777344
	Iteration 133Q: 3 clusters Score -2.11994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21199390.000000 Penalty: 5981.777344
	Iteration 134Q: 3 clusters Score -2.119939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171762 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21199388.000000 Penalty: 5981.777344
	Iteration 135Q: 3 clusters Score -2.119939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21199392.000000 Penalty: 5981.777344
	Iteration 136Q: 3 clusters Score -2.119939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21199392.000000 Penalty: 5981.777344
	Iteration 137F: 3 clusters Score -2.119939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -85408.718750 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -85408.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83678.351562 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -83678.35 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83939.976562 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -83939.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84001.554688 Penalty: 3303.645264
	Iteration 2Q: 3 clusters Score -84001.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84038.414062 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -84038.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84065.796875 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -84065.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84118.632812 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -84118.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84139.117188 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -84139.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84148.679688 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -84148.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84154.234375 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -84154.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84158.773438 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -84158.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84163.109375 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -84163.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84165.765625 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -84165.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84172.867188 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -84172.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84178.851562 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -84178.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84188.992188 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -84188.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84195.515625 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -84195.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84211.835938 Penalty: 3303.645264
	Iteration 16Q: 3 clusters Score -84211.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84219.023438 Penalty: 3303.645264
	Iteration 17Q: 3 clusters Score -84219.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84225.265625 Penalty: 3303.645264
	Iteration 18Q: 3 clusters Score -84225.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84231.664062 Penalty: 3303.645264
	Iteration 19Q: 3 clusters Score -84231.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84235.203125 Penalty: 3303.645264
	Iteration 20F: 3 clusters Score -84235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84236.007812 Penalty: 3303.645264
	Iteration 21Q: 3 clusters Score -84236.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84238.234375 Penalty: 3303.645264
	Iteration 22Q: 3 clusters Score -84238.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84238.234375 Penalty: 3303.645264
	Iteration 23F: 3 clusters Score -84238.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 19044 members 
Mstep: Class 13 contains 171763 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 20483 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 5311 members 
Mstep: Class 21 contains 178082 members 
Mstep: Class 22 contains 164025 members 
Mstep: Class 23 contains 35751 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19704 members 
Mstep: Class 28 contains 27296 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172825 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218144.000000 Penalty: 109917.796875
Iteration 159Q: 33 clusters Score -1.242181e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 12707 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 19041 members 
Mstep: Class 13 contains 171759 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 9279 members 
Mstep: Class 16 contains 20479 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 178007 members 
Mstep: Class 22 contains 164189 members 
Mstep: Class 23 contains 35756 members 
Mstep: Class 24 contains 5458 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 19710 members 
Mstep: Class 28 contains 27335 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172864 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218328.000000 Penalty: 109917.796875
Iteration 160F: 33 clusters Score -1.242183e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 13978 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 12709 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 19043 members 
Mstep: Class 13 contains 171765 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 20481 members 
Mstep: Class 17 contains 5315 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5343 members 
Mstep: Class 21 contains 177949 members 
Mstep: Class 22 contains 164340 members 
Mstep: Class 23 contains 35764 members 
Mstep: Class 24 contains 5447 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 19716 members 
Mstep: Class 28 contains 27374 members 
Mstep: Class 29 contains 13972 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172893 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218704.000000 Penalty: 109917.796875
Iteration 161Q: 33 clusters Score -1.242187e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 11513 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 12709 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 19041 members 
Mstep: Class 13 contains 171755 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 20479 members 
Mstep: Class 17 contains 5315 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5353 members 
Mstep: Class 21 contains 177869 members 
Mstep: Class 22 contains 164497 members 
Mstep: Class 23 contains 35768 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 19718 members 
Mstep: Class 28 contains 27396 members 
Mstep: Class 29 contains 13975 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 172946 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218800.000000 Penalty: 109917.796875
Iteration 162Q: 33 clusters Score -1.242188e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 13889 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 12713 members 
Mstep: Class 8 contains 6164 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 5926 members 
Mstep: Class 12 contains 19043 members 
Mstep: Class 13 contains 171762 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 20480 members 
Mstep: Class 17 contains 5317 members 
Mstep: Class 18 contains 14403 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5363 members 
Mstep: Class 21 contains 177795 members 
Mstep: Class 22 contains 164657 members 
Mstep: Class 23 contains 35777 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 19720 members 
Mstep: Class 28 contains 27418 members 
Mstep: Class 29 contains 13976 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173003 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218616.000000 Penalty: 109917.796875
Iteration 163Q: 33 clusters Score -1.242186e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 12707 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 19041 members 
Mstep: Class 13 contains 171759 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 20478 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 14404 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 5374 members 
Mstep: Class 21 contains 177687 members 
Mstep: Class 22 contains 164866 members 
Mstep: Class 23 contains 35783 members 
Mstep: Class 24 contains 5449 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 19723 members 
Mstep: Class 28 contains 27436 members 
Mstep: Class 29 contains 13976 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173057 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218496.000000 Penalty: 109917.796875
Iteration 164Q: 33 clusters Score -1.242185e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 11059 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 13804 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 12697 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 19045 members 
Mstep: Class 13 contains 171744 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 20476 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 54706 members 
Mstep: Class 20 contains 5379 members 
Mstep: Class 21 contains 177559 members 
Mstep: Class 22 contains 165078 members 
Mstep: Class 23 contains 35793 members 
Mstep: Class 24 contains 5456 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 19727 members 
Mstep: Class 28 contains 27450 members 
Mstep: Class 29 contains 13977 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173117 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218864.000000 Penalty: 109917.796875
Iteration 165Q: 33 clusters Score -1.242189e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 10900 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 13780 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 12693 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 19047 members 
Mstep: Class 13 contains 171739 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 9385 members 
Mstep: Class 16 contains 20475 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 14413 members 
Mstep: Class 19 contains 54702 members 
Mstep: Class 20 contains 5387 members 
Mstep: Class 21 contains 177392 members 
Mstep: Class 22 contains 165307 members 
Mstep: Class 23 contains 35806 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 19730 members 
Mstep: Class 28 contains 27470 members 
Mstep: Class 29 contains 13978 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173169 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219264.000000 Penalty: 109917.796875
Iteration 166Q: 33 clusters Score -1.242193e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 10759 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 13756 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 3756 members 
Mstep: Class 7 contains 12686 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 19049 members 
Mstep: Class 13 contains 171733 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 9404 members 
Mstep: Class 16 contains 20470 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 19 contains 54700 members 
Mstep: Class 20 contains 5397 members 
Mstep: Class 21 contains 177209 members 
Mstep: Class 22 contains 165570 members 
Mstep: Class 23 contains 35816 members 
Mstep: Class 24 contains 5475 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19737 members 
Mstep: Class 28 contains 27515 members 
Mstep: Class 29 contains 13976 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173165 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219176.000000 Penalty: 109917.796875
Iteration 167Q: 33 clusters Score -1.242192e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 10614 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 13717 members 
Mstep: Class 5 contains 5577 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 12692 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 19047 members 
Mstep: Class 13 contains 171733 members 
Mstep: Class 14 contains 8187 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 20464 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 14428 members 
Mstep: Class 19 contains 54702 members 
Mstep: Class 20 contains 5404 members 
Mstep: Class 21 contains 177050 members 
Mstep: Class 22 contains 165822 members 
Mstep: Class 23 contains 35833 members 
Mstep: Class 24 contains 5480 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 19733 members 
Mstep: Class 28 contains 27552 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173160 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219600.000000 Penalty: 109917.796875
Iteration 168Q: 33 clusters Score -1.242196e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 13681 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 12694 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5926 members 
Mstep: Class 12 contains 19043 members 
Mstep: Class 13 contains 171721 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 9434 members 
Mstep: Class 16 contains 20461 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 18 contains 14429 members 
Mstep: Class 19 contains 54703 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 176860 members 
Mstep: Class 22 contains 166087 members 
Mstep: Class 23 contains 35841 members 
Mstep: Class 24 contains 5489 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 19739 members 
Mstep: Class 28 contains 27588 members 
Mstep: Class 29 contains 13968 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173194 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219256.000000 Penalty: 109917.796875
Iteration 169Q: 33 clusters Score -1.242193e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 13654 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 12696 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 19042 members 
Mstep: Class 13 contains 171731 members 
Mstep: Class 14 contains 8201 members 
Mstep: Class 15 contains 9455 members 
Mstep: Class 16 contains 20459 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 54703 members 
Mstep: Class 20 contains 5408 members 
Mstep: Class 21 contains 176650 members 
Mstep: Class 22 contains 166368 members 
Mstep: Class 23 contains 35858 members 
Mstep: Class 24 contains 5498 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 19743 members 
Mstep: Class 28 contains 27607 members 
Mstep: Class 29 contains 13966 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173209 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219608.000000 Penalty: 109917.796875
Iteration 170Q: 33 clusters Score -1.242196e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 10191 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13605 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 12708 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 19033 members 
Mstep: Class 13 contains 171742 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 20458 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 176402 members 
Mstep: Class 22 contains 166689 members 
Mstep: Class 23 contains 35866 members 
Mstep: Class 24 contains 5501 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 19746 members 
Mstep: Class 28 contains 27634 members 
Mstep: Class 29 contains 13964 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173238 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219784.000000 Penalty: 109917.796875
Iteration 171Q: 33 clusters Score -1.242198e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13588 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 12720 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 19026 members 
Mstep: Class 13 contains 171736 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 9484 members 
Mstep: Class 16 contains 20458 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5431 members 
Mstep: Class 21 contains 176137 members 
Mstep: Class 22 contains 167043 members 
Mstep: Class 23 contains 35886 members 
Mstep: Class 24 contains 5501 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 27685 members 
Mstep: Class 29 contains 13961 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173231 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219896.000000 Penalty: 109917.796875
Iteration 172Q: 33 clusters Score -1.242199e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13571 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12726 members 
Mstep: Class 8 contains 6162 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 19014 members 
Mstep: Class 13 contains 171746 members 
Mstep: Class 14 contains 8210 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 20456 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5437 members 
Mstep: Class 21 contains 175860 members 
Mstep: Class 22 contains 167357 members 
Mstep: Class 23 contains 35903 members 
Mstep: Class 24 contains 5506 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 19755 members 
Mstep: Class 28 contains 27723 members 
Mstep: Class 29 contains 13958 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 173272 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220008.000000 Penalty: 109917.796875
Iteration 173Q: 33 clusters Score -1.2422e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 9728 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13531 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 12728 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 19006 members 
Mstep: Class 13 contains 171752 members 
Mstep: Class 14 contains 8214 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 20456 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 18 contains 14435 members 
Mstep: Class 19 contains 54702 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 175566 members 
Mstep: Class 22 contains 167700 members 
Mstep: Class 23 contains 35917 members 
Mstep: Class 24 contains 5509 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 27759 members 
Mstep: Class 29 contains 13953 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 173341 members 
Mstep: Class 32 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220608.000000 Penalty: 109917.796875
Iteration 174Q: 33 clusters Score -1.242206e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 9604 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13488 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12728 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 19000 members 
Mstep: Class 13 contains 171754 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 9533 members 
Mstep: Class 16 contains 20454 members 
Mstep: Class 17 contains 5348 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 54703 members 
Mstep: Class 20 contains 5453 members 
Mstep: Class 21 contains 175241 members 
Mstep: Class 22 contains 168050 members 
Mstep: Class 23 contains 35939 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 19754 members 
Mstep: Class 28 contains 27787 members 
Mstep: Class 29 contains 13949 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 173393 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220880.000000 Penalty: 109917.796875
Iteration 175Q: 33 clusters Score -1.242209e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 9476 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 12724 members 
Mstep: Class 8 contains 6169 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 18999 members 
Mstep: Class 13 contains 171752 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 20456 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5462 members 
Mstep: Class 21 contains 174902 members 
Mstep: Class 22 contains 168394 members 
Mstep: Class 23 contains 35962 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 19753 members 
Mstep: Class 28 contains 27850 members 
Mstep: Class 29 contains 13945 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 173442 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220944.000000 Penalty: 109917.796875
Iteration 176Q: 33 clusters Score -1.242209e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 9369 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13426 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12722 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 18998 members 
Mstep: Class 13 contains 171755 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 9566 members 
Mstep: Class 16 contains 20455 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5472 members 
Mstep: Class 21 contains 174551 members 
Mstep: Class 22 contains 168729 members 
Mstep: Class 23 contains 35991 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 27881 members 
Mstep: Class 29 contains 13940 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 173506 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221248.000000 Penalty: 109917.796875
Iteration 177Q: 33 clusters Score -1.242212e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13405 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 12718 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 19008 members 
Mstep: Class 13 contains 171755 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 9576 members 
Mstep: Class 16 contains 20453 members 
Mstep: Class 17 contains 5352 members 
Mstep: Class 18 contains 14435 members 
Mstep: Class 19 contains 54713 members 
Mstep: Class 20 contains 5477 members 
Mstep: Class 21 contains 174224 members 
Mstep: Class 22 contains 169033 members 
Mstep: Class 23 contains 36001 members 
Mstep: Class 24 contains 5527 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 19736 members 
Mstep: Class 28 contains 27907 members 
Mstep: Class 29 contains 13937 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 173609 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221528.000000 Penalty: 109917.796875
Iteration 178Q: 33 clusters Score -1.242215e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13392 members 
Mstep: Class 5 contains 5545 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 12718 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 19012 members 
Mstep: Class 13 contains 171774 members 
Mstep: Class 14 contains 8214 members 
Mstep: Class 15 contains 9583 members 
Mstep: Class 16 contains 20452 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 14437 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 5483 members 
Mstep: Class 21 contains 173918 members 
Mstep: Class 22 contains 169304 members 
Mstep: Class 23 contains 36012 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 19730 members 
Mstep: Class 28 contains 27952 members 
Mstep: Class 29 contains 13932 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173689 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221728.000000 Penalty: 109917.796875
Iteration 179Q: 33 clusters Score -1.242217e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 5543 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 12716 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19019 members 
Mstep: Class 13 contains 171778 members 
Mstep: Class 14 contains 8215 members 
Mstep: Class 15 contains 9596 members 
Mstep: Class 16 contains 20450 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 5488 members 
Mstep: Class 21 contains 173628 members 
Mstep: Class 22 contains 169542 members 
Mstep: Class 23 contains 36020 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 19730 members 
Mstep: Class 28 contains 27977 members 
Mstep: Class 29 contains 13929 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 173815 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
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Score: -124221688.000000 Penalty: 109917.796875
Iteration 180F: 33 clusters Score -1.242217e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 8925 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 19026 members 
Mstep: Class 13 contains 171795 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 20449 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 14436 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 5492 members 
Mstep: Class 21 contains 173321 members 
Mstep: Class 22 contains 169772 members 
Mstep: Class 23 contains 36030 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 19725 members 
Mstep: Class 28 contains 28016 members 
Mstep: Class 29 contains 13935 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 173906 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
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Iteration 181Q: 33 clusters Score -1.242218e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13387 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12698 members 
Mstep: Class 8 contains 6173 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 19032 members 
Mstep: Class 13 contains 171809 members 
Mstep: Class 14 contains 8223 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 20450 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 5498 members 
Mstep: Class 21 contains 173030 members 
Mstep: Class 22 contains 169971 members 
Mstep: Class 23 contains 36046 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 19727 members 
Mstep: Class 28 contains 28063 members 
Mstep: Class 29 contains 13937 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 174002 members 
Mstep: Class 32 contains 782 members 
Entering Unmasked Estep 
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Iteration 182Q: 33 clusters Score -1.242217e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 8724 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13406 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12692 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 19038 members 
Mstep: Class 13 contains 171807 members 
Mstep: Class 14 contains 8227 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 20449 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 54716 members 
Mstep: Class 20 contains 5498 members 
Mstep: Class 21 contains 172762 members 
Mstep: Class 22 contains 170143 members 
Mstep: Class 23 contains 36068 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 19724 members 
Mstep: Class 28 contains 28097 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 174098 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221816.000000 Penalty: 109917.796875
Iteration 183Q: 33 clusters Score -1.242218e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13435 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 12687 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 19044 members 
Mstep: Class 13 contains 171824 members 
Mstep: Class 14 contains 8231 members 
Mstep: Class 15 contains 9653 members 
Mstep: Class 16 contains 20448 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 14431 members 
Mstep: Class 19 contains 54719 members 
Mstep: Class 20 contains 5496 members 
Mstep: Class 21 contains 172534 members 
Mstep: Class 22 contains 170263 members 
Mstep: Class 23 contains 36082 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 19723 members 
Mstep: Class 28 contains 28125 members 
Mstep: Class 29 contains 13935 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 174184 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222024.000000 Penalty: 109917.796875
Iteration 184Q: 33 clusters Score -1.24222e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 5538 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 12682 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19049 members 
Mstep: Class 13 contains 171829 members 
Mstep: Class 14 contains 8232 members 
Mstep: Class 15 contains 9653 members 
Mstep: Class 16 contains 20447 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 54722 members 
Mstep: Class 20 contains 5498 members 
Mstep: Class 21 contains 172317 members 
Mstep: Class 22 contains 170401 members 
Mstep: Class 23 contains 36098 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 19721 members 
Mstep: Class 28 contains 28161 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 174266 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221800.000000 Penalty: 109917.796875
Iteration 185Q: 33 clusters Score -1.242218e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 8449 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 5543 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19047 members 
Mstep: Class 13 contains 171814 members 
Mstep: Class 14 contains 8235 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 20446 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 54721 members 
Mstep: Class 20 contains 5496 members 
Mstep: Class 21 contains 172107 members 
Mstep: Class 22 contains 170527 members 
Mstep: Class 23 contains 36111 members 
Mstep: Class 24 contains 5537 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 19729 members 
Mstep: Class 28 contains 28192 members 
Mstep: Class 29 contains 13932 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 174341 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221952.000000 Penalty: 109917.796875
Iteration 186Q: 33 clusters Score -1.24222e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 8367 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13549 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 12671 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19049 members 
Mstep: Class 13 contains 171806 members 
Mstep: Class 14 contains 8238 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 20444 members 
Mstep: Class 17 contains 5359 members 
Mstep: Class 18 contains 14438 members 
Mstep: Class 19 contains 54719 members 
Mstep: Class 20 contains 5499 members 
Mstep: Class 21 contains 171896 members 
Mstep: Class 22 contains 170675 members 
Mstep: Class 23 contains 36122 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 19733 members 
Mstep: Class 28 contains 28227 members 
Mstep: Class 29 contains 13933 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 174387 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222184.000000 Penalty: 109917.796875
Iteration 187Q: 33 clusters Score -1.242222e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 8288 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 12658 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19053 members 
Mstep: Class 13 contains 171808 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 20445 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 14436 members 
Mstep: Class 19 contains 54720 members 
Mstep: Class 20 contains 5502 members 
Mstep: Class 21 contains 171695 members 
Mstep: Class 22 contains 170835 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 5532 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 19742 members 
Mstep: Class 28 contains 28269 members 
Mstep: Class 29 contains 13933 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 174426 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222360.000000 Penalty: 109917.796875
Iteration 188Q: 33 clusters Score -1.242224e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 8206 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13614 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12653 members 
Mstep: Class 8 contains 6173 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 19054 members 
Mstep: Class 13 contains 171809 members 
Mstep: Class 14 contains 8249 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 16 contains 20443 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 54722 members 
Mstep: Class 20 contains 5507 members 
Mstep: Class 21 contains 171480 members 
Mstep: Class 22 contains 170979 members 
Mstep: Class 23 contains 36140 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 19749 members 
Mstep: Class 28 contains 28306 members 
Mstep: Class 29 contains 13930 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 174492 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222240.000000 Penalty: 109917.796875
Iteration 189Q: 33 clusters Score -1.242222e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13646 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 19050 members 
Mstep: Class 13 contains 171793 members 
Mstep: Class 14 contains 8254 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 16 contains 20443 members 
Mstep: Class 17 contains 5361 members 
Mstep: Class 18 contains 14426 members 
Mstep: Class 19 contains 54720 members 
Mstep: Class 20 contains 5505 members 
Mstep: Class 21 contains 171284 members 
Mstep: Class 22 contains 171093 members 
Mstep: Class 23 contains 36151 members 
Mstep: Class 24 contains 5523 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 19756 members 
Mstep: Class 28 contains 28326 members 
Mstep: Class 29 contains 13929 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 174582 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222224.000000 Penalty: 109917.796875
Iteration 190Q: 33 clusters Score -1.242222e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13654 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 12639 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 19055 members 
Mstep: Class 13 contains 171786 members 
Mstep: Class 14 contains 8253 members 
Mstep: Class 15 contains 9652 members 
Mstep: Class 16 contains 20438 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 14416 members 
Mstep: Class 19 contains 54718 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 171131 members 
Mstep: Class 22 contains 171190 members 
Mstep: Class 23 contains 36154 members 
Mstep: Class 24 contains 5517 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 19773 members 
Mstep: Class 28 contains 28342 members 
Mstep: Class 29 contains 13929 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 174679 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222136.000000 Penalty: 109917.796875
Iteration 191Q: 33 clusters Score -1.242221e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 8042 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13668 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 12629 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 19058 members 
Mstep: Class 13 contains 171764 members 
Mstep: Class 14 contains 8254 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 20434 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 54715 members 
Mstep: Class 20 contains 5510 members 
Mstep: Class 21 contains 170988 members 
Mstep: Class 22 contains 171270 members 
Mstep: Class 23 contains 36155 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 19794 members 
Mstep: Class 28 contains 28361 members 
Mstep: Class 29 contains 13924 members 
Mstep: Class 30 contains 468 members 
Mstep: Class 31 contains 174762 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222544.000000 Penalty: 109917.796875
Iteration 192Q: 33 clusters Score -1.242225e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13680 members 
Mstep: Class 5 contains 5578 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 19062 members 
Mstep: Class 13 contains 171749 members 
Mstep: Class 14 contains 8259 members 
Mstep: Class 15 contains 9666 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 5374 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 170858 members 
Mstep: Class 22 contains 171337 members 
Mstep: Class 23 contains 36158 members 
Mstep: Class 24 contains 5506 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 19802 members 
Mstep: Class 28 contains 28367 members 
Mstep: Class 29 contains 13923 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 174846 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222296.000000 Penalty: 109917.796875
Iteration 193Q: 33 clusters Score -1.242223e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 7935 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13701 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 6162 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 19063 members 
Mstep: Class 13 contains 171731 members 
Mstep: Class 14 contains 8262 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 20423 members 
Mstep: Class 17 contains 5379 members 
Mstep: Class 18 contains 14415 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 5514 members 
Mstep: Class 21 contains 170773 members 
Mstep: Class 22 contains 171362 members 
Mstep: Class 23 contains 36160 members 
Mstep: Class 24 contains 5499 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 19818 members 
Mstep: Class 28 contains 28382 members 
Mstep: Class 29 contains 13923 members 
Mstep: Class 30 contains 470 members 
Mstep: Class 31 contains 174923 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222536.000000 Penalty: 109917.796875
Iteration 194Q: 33 clusters Score -1.242225e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 7880 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13714 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 12635 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 19060 members 
Mstep: Class 13 contains 171740 members 
Mstep: Class 14 contains 8266 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 20419 members 
Mstep: Class 17 contains 5382 members 
Mstep: Class 18 contains 14412 members 
Mstep: Class 19 contains 54707 members 
Mstep: Class 20 contains 5521 members 
Mstep: Class 21 contains 170687 members 
Mstep: Class 22 contains 171369 members 
Mstep: Class 23 contains 36170 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 19829 members 
Mstep: Class 28 contains 28403 members 
Mstep: Class 29 contains 13918 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 174990 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222368.000000 Penalty: 109917.796875
Iteration 195Q: 33 clusters Score -1.242224e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13725 members 
Mstep: Class 5 contains 5586 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 12629 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19064 members 
Mstep: Class 13 contains 171741 members 
Mstep: Class 14 contains 8270 members 
Mstep: Class 15 contains 9664 members 
Mstep: Class 16 contains 20418 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54704 members 
Mstep: Class 20 contains 5522 members 
Mstep: Class 21 contains 170628 members 
Mstep: Class 22 contains 171361 members 
Mstep: Class 23 contains 36180 members 
Mstep: Class 24 contains 5493 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 19835 members 
Mstep: Class 28 contains 28430 members 
Mstep: Class 29 contains 13918 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 175057 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222560.000000 Penalty: 109917.796875
Iteration 196Q: 33 clusters Score -1.242226e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 7786 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13739 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 6169 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 19068 members 
Mstep: Class 13 contains 171743 members 
Mstep: Class 14 contains 8277 members 
Mstep: Class 15 contains 9672 members 
Mstep: Class 16 contains 20418 members 
Mstep: Class 17 contains 5386 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5525 members 
Mstep: Class 21 contains 170535 members 
Mstep: Class 22 contains 171375 members 
Mstep: Class 23 contains 36190 members 
Mstep: Class 24 contains 5490 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 19839 members 
Mstep: Class 28 contains 28455 members 
Mstep: Class 29 contains 13914 members 
Mstep: Class 30 contains 472 members 
Mstep: Class 31 contains 175121 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222736.000000 Penalty: 109917.796875
Iteration 197Q: 33 clusters Score -1.242227e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 7744 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13735 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 12618 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 19072 members 
Mstep: Class 13 contains 171747 members 
Mstep: Class 14 contains 8279 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 5390 members 
Mstep: Class 18 contains 14407 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5531 members 
Mstep: Class 21 contains 170450 members 
Mstep: Class 22 contains 171374 members 
Mstep: Class 23 contains 36205 members 
Mstep: Class 24 contains 5487 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 19834 members 
Mstep: Class 28 contains 28487 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175201 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222720.000000 Penalty: 109917.796875
Iteration 198Q: 33 clusters Score -1.242227e+08 nChanged 826
Entering ConstructFrom: 
Score: -124222720.000000 Penalty: 109917.796875
Entering ConstructFrom: 
Trying to split cluster 1 (27217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Entering Unmasked Estep 
Score: -3350757.500000 Penalty: 2532.476074
	Iteration 0F: 2 clusters Score -3350758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3331922.250000 Penalty: 5064.952148
	Iteration 0F: 3 clusters Score -3331922 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3338633.750000 Penalty: 5064.952148
	Iteration 1F: 3 clusters Score -3338634 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3339153.250000 Penalty: 5064.952148
	Iteration 2F: 3 clusters Score -3339153 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3339565.000000 Penalty: 5064.952148
	Iteration 3Q: 3 clusters Score -3339565 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3339906.250000 Penalty: 5064.952148
	Iteration 4Q: 3 clusters Score -3339906 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3340248.000000 Penalty: 5064.952148
	Iteration 5Q: 3 clusters Score -3340248 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3340610.000000 Penalty: 5064.952148
	Iteration 6Q: 3 clusters Score -3340610 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3340969.500000 Penalty: 5064.952148
	Iteration 7Q: 3 clusters Score -3340970 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3341335.250000 Penalty: 5064.952148
	Iteration 8Q: 3 clusters Score -3341335 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3341778.750000 Penalty: 5064.952148
	Iteration 9Q: 3 clusters Score -3341779 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3342316.000000 Penalty: 5064.952148
	Iteration 10Q: 3 clusters Score -3342316 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3342951.750000 Penalty: 5064.952148
	Iteration 11Q: 3 clusters Score -3342952 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3343640.000000 Penalty: 5064.952148
	Iteration 12Q: 3 clusters Score -3343640 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3344463.250000 Penalty: 5064.952148
	Iteration 13Q: 3 clusters Score -3344463 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3345271.250000 Penalty: 5064.952148
	Iteration 14Q: 3 clusters Score -3345271 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3346070.250000 Penalty: 5064.952148
	Iteration 15Q: 3 clusters Score -3346070 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3346761.500000 Penalty: 5064.952148
	Iteration 16Q: 3 clusters Score -3346762 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3347398.750000 Penalty: 5064.952148
	Iteration 17Q: 3 clusters Score -3347399 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3347877.500000 Penalty: 5064.952148
	Iteration 18Q: 3 clusters Score -3347878 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3348196.750000 Penalty: 5064.952148
	Iteration 19Q: 3 clusters Score -3348197 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3348401.500000 Penalty: 5064.952148
	Iteration 20F: 3 clusters Score -3348402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3348515.250000 Penalty: 5064.952148
	Iteration 21Q: 3 clusters Score -3348515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3348556.500000 Penalty: 5064.952148
	Iteration 22Q: 3 clusters Score -3348556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3348592.250000 Penalty: 5064.952148
	Iteration 23Q: 3 clusters Score -3348592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3348618.250000 Penalty: 5064.952148
	Iteration 24Q: 3 clusters Score -3348618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3348633.750000 Penalty: 5064.952148
	Iteration 25Q: 3 clusters Score -3348634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3348644.250000 Penalty: 5064.952148
	Iteration 26Q: 3 clusters Score -3348644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3348657.500000 Penalty: 5064.952148
	Iteration 27Q: 3 clusters Score -3348658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3348665.000000 Penalty: 5064.952148
	Iteration 28Q: 3 clusters Score -3348665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3348672.750000 Penalty: 5064.952148
	Iteration 29Q: 3 clusters Score -3348673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3348686.000000 Penalty: 5064.952148
	Iteration 30Q: 3 clusters Score -3348686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3348692.000000 Penalty: 5064.952148
	Iteration 31Q: 3 clusters Score -3348692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3348702.750000 Penalty: 5064.952148
	Iteration 32Q: 3 clusters Score -3348703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3348704.000000 Penalty: 5064.952148
	Iteration 33Q: 3 clusters Score -3348704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3348705.500000 Penalty: 5064.952148
	Iteration 34Q: 3 clusters Score -3348706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3348706.500000 Penalty: 5064.952148
	Iteration 35Q: 3 clusters Score -3348706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3348706.500000 Penalty: 5064.952148
	Iteration 36F: 3 clusters Score -3348706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -956475.187500 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -956475.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -950291.312500 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -950291.3 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -951889.187500 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -951889.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -952115.437500 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -952115.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -952269.250000 Penalty: 4439.207031
	Iteration 3Q: 3 clusters Score -952269.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -952367.062500 Penalty: 4439.207031
	Iteration 4Q: 3 clusters Score -952367.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -952451.062500 Penalty: 4439.207031
	Iteration 5Q: 3 clusters Score -952451.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -952533.687500 Penalty: 4439.207031
	Iteration 6Q: 3 clusters Score -952533.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -952596.687500 Penalty: 4439.207031
	Iteration 7Q: 3 clusters Score -952596.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -952661.562500 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -952661.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -952726.250000 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -952726.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -952789.625000 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -952789.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -952864.875000 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -952864.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -952935.000000 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -952935 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -953007.375000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -953007.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -953109.750000 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -953109.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -953231.250000 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -953231.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -953383.812500 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -953383.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -953553.437500 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -953553.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -953726.562500 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -953726.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -953905.875000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -953905.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -954027.500000 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -954027.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -954116.687500 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -954116.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -954173.312500 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -954173.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -954227.875000 Penalty: 4439.207031
	Iteration 23Q: 3 clusters Score -954227.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -954270.937500 Penalty: 4439.207031
	Iteration 24Q: 3 clusters Score -954270.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -954316.812500 Penalty: 4439.207031
	Iteration 25Q: 3 clusters Score -954316.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -954351.625000 Penalty: 4439.207031
	Iteration 26Q: 3 clusters Score -954351.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -954385.312500 Penalty: 4439.207031
	Iteration 27Q: 3 clusters Score -954385.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -954411.562500 Penalty: 4439.207031
	Iteration 28Q: 3 clusters Score -954411.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -954433.437500 Penalty: 4439.207031
	Iteration 29Q: 3 clusters Score -954433.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -954448.375000 Penalty: 4439.207031
	Iteration 30Q: 3 clusters Score -954448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -954460.187500 Penalty: 4439.207031
	Iteration 31Q: 3 clusters Score -954460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -954472.937500 Penalty: 4439.207031
	Iteration 32Q: 3 clusters Score -954472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -954477.062500 Penalty: 4439.207031
	Iteration 33Q: 3 clusters Score -954477.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -954483.500000 Penalty: 4439.207031
	Iteration 34Q: 3 clusters Score -954483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -954487.875000 Penalty: 4439.207031
	Iteration 35Q: 3 clusters Score -954487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -954487.625000 Penalty: 4439.207031
	Iteration 36Q: 3 clusters Score -954487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -954490.750000 Penalty: 4439.207031
	Iteration 37Q: 3 clusters Score -954490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -954492.687500 Penalty: 4439.207031
	Iteration 38Q: 3 clusters Score -954492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -954494.750000 Penalty: 4439.207031
	Iteration 39Q: 3 clusters Score -954494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -954494.750000 Penalty: 4439.207031
	Iteration 40F: 3 clusters Score -954494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -1232049.875000 Penalty: 2286.337158
	Iteration 0F: 2 clusters Score -1232050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1224347.750000 Penalty: 4572.674316
	Iteration 0F: 3 clusters Score -1224348 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1226517.500000 Penalty: 4572.674316
	Iteration 1F: 3 clusters Score -1226518 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1226858.000000 Penalty: 4572.674316
	Iteration 2F: 3 clusters Score -1226858 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1227119.625000 Penalty: 4572.674316
	Iteration 3F: 3 clusters Score -1227120 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1227300.250000 Penalty: 4572.674316
	Iteration 4Q: 3 clusters Score -1227300 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1227462.250000 Penalty: 4572.674316
	Iteration 5Q: 3 clusters Score -1227462 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1227600.250000 Penalty: 4572.674316
	Iteration 6Q: 3 clusters Score -1227600 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1227733.250000 Penalty: 4572.674316
	Iteration 7Q: 3 clusters Score -1227733 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1227856.500000 Penalty: 4572.674316
	Iteration 8Q: 3 clusters Score -1227856 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1227968.000000 Penalty: 4572.674316
	Iteration 9Q: 3 clusters Score -1227968 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1228058.625000 Penalty: 4572.674316
	Iteration 10Q: 3 clusters Score -1228059 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1228158.250000 Penalty: 4572.674316
	Iteration 11Q: 3 clusters Score -1228158 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1228247.000000 Penalty: 4572.674316
	Iteration 12Q: 3 clusters Score -1228247 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1228361.875000 Penalty: 4572.674316
	Iteration 13Q: 3 clusters Score -1228362 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1228510.125000 Penalty: 4572.674316
	Iteration 14Q: 3 clusters Score -1228510 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1228654.750000 Penalty: 4572.674316
	Iteration 15Q: 3 clusters Score -1228655 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1228783.375000 Penalty: 4572.674316
	Iteration 16Q: 3 clusters Score -1228783 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1228910.500000 Penalty: 4572.674316
	Iteration 17Q: 3 clusters Score -1228910 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1229004.375000 Penalty: 4572.674316
	Iteration 18Q: 3 clusters Score -1229004 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1229088.375000 Penalty: 4572.674316
	Iteration 19Q: 3 clusters Score -1229088 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1229161.125000 Penalty: 4572.674316
	Iteration 20F: 3 clusters Score -1229161 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1229220.625000 Penalty: 4572.674316
	Iteration 21Q: 3 clusters Score -1229221 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1229270.875000 Penalty: 4572.674316
	Iteration 22Q: 3 clusters Score -1229271 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1229321.875000 Penalty: 4572.674316
	Iteration 23Q: 3 clusters Score -1229322 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1229374.250000 Penalty: 4572.674316
	Iteration 24Q: 3 clusters Score -1229374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1229417.000000 Penalty: 4572.674316
	Iteration 25Q: 3 clusters Score -1229417 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1229468.375000 Penalty: 4572.674316
	Iteration 26Q: 3 clusters Score -1229468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1229516.125000 Penalty: 4572.674316
	Iteration 27Q: 3 clusters Score -1229516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1229562.000000 Penalty: 4572.674316
	Iteration 28Q: 3 clusters Score -1229562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1229599.625000 Penalty: 4572.674316
	Iteration 29Q: 3 clusters Score -1229600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1229639.625000 Penalty: 4572.674316
	Iteration 30Q: 3 clusters Score -1229640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1229671.000000 Penalty: 4572.674316
	Iteration 31Q: 3 clusters Score -1229671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1229685.375000 Penalty: 4572.674316
	Iteration 32Q: 3 clusters Score -1229685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1229715.750000 Penalty: 4572.674316
	Iteration 33Q: 3 clusters Score -1229716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1229743.750000 Penalty: 4572.674316
	Iteration 34Q: 3 clusters Score -1229744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1229776.500000 Penalty: 4572.674316
	Iteration 35Q: 3 clusters Score -1229776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1229808.000000 Penalty: 4572.674316
	Iteration 36Q: 3 clusters Score -1229808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1229838.250000 Penalty: 4572.674316
	Iteration 37Q: 3 clusters Score -1229838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1229872.125000 Penalty: 4572.674316
	Iteration 38Q: 3 clusters Score -1229872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1229906.875000 Penalty: 4572.674316
	Iteration 39Q: 3 clusters Score -1229907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1229938.875000 Penalty: 4572.674316
	Iteration 40F: 3 clusters Score -1229939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1229960.750000 Penalty: 4572.674316
	Iteration 41Q: 3 clusters Score -1229961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1229984.000000 Penalty: 4572.674316
	Iteration 42Q: 3 clusters Score -1229984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1230008.250000 Penalty: 4572.674316
	Iteration 43Q: 3 clusters Score -1230008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1230041.000000 Penalty: 4572.674316
	Iteration 44Q: 3 clusters Score -1230041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1230067.500000 Penalty: 4572.674316
	Iteration 45Q: 3 clusters Score -1230068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1230091.750000 Penalty: 4572.674316
	Iteration 46Q: 3 clusters Score -1230092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1230115.625000 Penalty: 4572.674316
	Iteration 47Q: 3 clusters Score -1230116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1230142.375000 Penalty: 4572.674316
	Iteration 48Q: 3 clusters Score -1230142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1230163.000000 Penalty: 4572.674316
	Iteration 49Q: 3 clusters Score -1230163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1230183.875000 Penalty: 4572.674316
	Iteration 50Q: 3 clusters Score -1230184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1230205.375000 Penalty: 4572.674316
	Iteration 51Q: 3 clusters Score -1230205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1230220.250000 Penalty: 4572.674316
	Iteration 52Q: 3 clusters Score -1230220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1230236.625000 Penalty: 4572.674316
	Iteration 53Q: 3 clusters Score -1230237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1230248.125000 Penalty: 4572.674316
	Iteration 54Q: 3 clusters Score -1230248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1230262.750000 Penalty: 4572.674316
	Iteration 55Q: 3 clusters Score -1230263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1230274.125000 Penalty: 4572.674316
	Iteration 56Q: 3 clusters Score -1230274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1230277.500000 Penalty: 4572.674316
	Iteration 57Q: 3 clusters Score -1230278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1230282.500000 Penalty: 4572.674316
	Iteration 58Q: 3 clusters Score -1230282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1230291.375000 Penalty: 4572.674316
	Iteration 59Q: 3 clusters Score -1230291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1230300.000000 Penalty: 4572.674316
	Iteration 60F: 3 clusters Score -1230300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1230307.125000 Penalty: 4572.674316
	Iteration 61Q: 3 clusters Score -1230307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1230311.875000 Penalty: 4572.674316
	Iteration 62Q: 3 clusters Score -1230312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1230317.750000 Penalty: 4572.674316
	Iteration 63Q: 3 clusters Score -1230318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1230327.250000 Penalty: 4572.674316
	Iteration 64Q: 3 clusters Score -1230327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1230335.250000 Penalty: 4572.674316
	Iteration 65Q: 3 clusters Score -1230335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1230339.500000 Penalty: 4572.674316
	Iteration 66Q: 3 clusters Score -1230340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1230340.000000 Penalty: 4572.674316
	Iteration 67Q: 3 clusters Score -1230340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1230344.750000 Penalty: 4572.674316
	Iteration 68Q: 3 clusters Score -1230345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1230349.125000 Penalty: 4572.674316
	Iteration 69Q: 3 clusters Score -1230349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1230349.500000 Penalty: 4572.674316
	Iteration 70Q: 3 clusters Score -1230350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1230349.250000 Penalty: 4572.674316
	Iteration 71Q: 3 clusters Score -1230349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1230349.250000 Penalty: 4572.674316
	Iteration 72F: 3 clusters Score -1230349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Entering Unmasked Estep 
Score: -1785363.125000 Penalty: 2362.400146
	Iteration 0F: 2 clusters Score -1785363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1775265.125000 Penalty: 4724.800293
	Iteration 0F: 3 clusters Score -1775265 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1778326.625000 Penalty: 4724.800293
	Iteration 1F: 3 clusters Score -1778327 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1778585.625000 Penalty: 4724.800293
	Iteration 2F: 3 clusters Score -1778586 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1778768.625000 Penalty: 4724.800293
	Iteration 3Q: 3 clusters Score -1778769 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1778884.375000 Penalty: 4724.800293
	Iteration 4Q: 3 clusters Score -1778884 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1778978.750000 Penalty: 4724.800293
	Iteration 5Q: 3 clusters Score -1778979 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1779069.875000 Penalty: 4724.800293
	Iteration 6Q: 3 clusters Score -1779070 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1779135.750000 Penalty: 4724.800293
	Iteration 7Q: 3 clusters Score -1779136 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1779203.125000 Penalty: 4724.800293
	Iteration 8Q: 3 clusters Score -1779203 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1779256.750000 Penalty: 4724.800293
	Iteration 9Q: 3 clusters Score -1779257 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1779307.000000 Penalty: 4724.800293
	Iteration 10Q: 3 clusters Score -1779307 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1779345.625000 Penalty: 4724.800293
	Iteration 11Q: 3 clusters Score -1779346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1779384.375000 Penalty: 4724.800293
	Iteration 12Q: 3 clusters Score -1779384 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1779423.250000 Penalty: 4724.800293
	Iteration 13Q: 3 clusters Score -1779423 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1779446.500000 Penalty: 4724.800293
	Iteration 14Q: 3 clusters Score -1779446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1779480.000000 Penalty: 4724.800293
	Iteration 15Q: 3 clusters Score -1779480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1779503.375000 Penalty: 4724.800293
	Iteration 16Q: 3 clusters Score -1779503 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1779527.000000 Penalty: 4724.800293
	Iteration 17Q: 3 clusters Score -1779527 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1779545.500000 Penalty: 4724.800293
	Iteration 18Q: 3 clusters Score -1779546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1779568.375000 Penalty: 4724.800293
	Iteration 19Q: 3 clusters Score -1779568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1779588.250000 Penalty: 4724.800293
	Iteration 20F: 3 clusters Score -1779588 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1779611.875000 Penalty: 4724.800293
	Iteration 21Q: 3 clusters Score -1779612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1779629.375000 Penalty: 4724.800293
	Iteration 22Q: 3 clusters Score -1779629 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1779646.000000 Penalty: 4724.800293
	Iteration 23Q: 3 clusters Score -1779646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1779659.250000 Penalty: 4724.800293
	Iteration 24Q: 3 clusters Score -1779659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1779668.875000 Penalty: 4724.800293
	Iteration 25Q: 3 clusters Score -1779669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1779672.250000 Penalty: 4724.800293
	Iteration 26Q: 3 clusters Score -1779672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1779694.250000 Penalty: 4724.800293
	Iteration 27Q: 3 clusters Score -1779694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1779712.000000 Penalty: 4724.800293
	Iteration 28Q: 3 clusters Score -1779712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1779720.375000 Penalty: 4724.800293
	Iteration 29Q: 3 clusters Score -1779720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1779736.250000 Penalty: 4724.800293
	Iteration 30Q: 3 clusters Score -1779736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1779747.125000 Penalty: 4724.800293
	Iteration 31Q: 3 clusters Score -1779747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1779762.250000 Penalty: 4724.800293
	Iteration 32Q: 3 clusters Score -1779762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1779781.500000 Penalty: 4724.800293
	Iteration 33Q: 3 clusters Score -1779782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1779797.500000 Penalty: 4724.800293
	Iteration 34Q: 3 clusters Score -1779798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1779835.125000 Penalty: 4724.800293
	Iteration 35Q: 3 clusters Score -1779835 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1779866.000000 Penalty: 4724.800293
	Iteration 36Q: 3 clusters Score -1779866 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1779926.625000 Penalty: 4724.800293
	Iteration 37Q: 3 clusters Score -1779927 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1779990.875000 Penalty: 4724.800293
	Iteration 38Q: 3 clusters Score -1779991 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1780086.500000 Penalty: 4724.800293
	Iteration 39Q: 3 clusters Score -1780086 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1780215.125000 Penalty: 4724.800293
	Iteration 40F: 3 clusters Score -1780215 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1780368.875000 Penalty: 4724.800293
	Iteration 41Q: 3 clusters Score -1780369 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1780567.125000 Penalty: 4724.800293
	Iteration 42Q: 3 clusters Score -1780567 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1780731.750000 Penalty: 4724.800293
	Iteration 43Q: 3 clusters Score -1780732 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1780879.500000 Penalty: 4724.800293
	Iteration 44Q: 3 clusters Score -1780880 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1780997.625000 Penalty: 4724.800293
	Iteration 45Q: 3 clusters Score -1780998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1781088.250000 Penalty: 4724.800293
	Iteration 46Q: 3 clusters Score -1781088 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1781156.250000 Penalty: 4724.800293
	Iteration 47Q: 3 clusters Score -1781156 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1781217.750000 Penalty: 4724.800293
	Iteration 48Q: 3 clusters Score -1781218 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1781266.750000 Penalty: 4724.800293
	Iteration 49Q: 3 clusters Score -1781267 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1781307.750000 Penalty: 4724.800293
	Iteration 50Q: 3 clusters Score -1781308 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1781346.625000 Penalty: 4724.800293
	Iteration 51Q: 3 clusters Score -1781347 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1781391.000000 Penalty: 4724.800293
	Iteration 52Q: 3 clusters Score -1781391 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1781431.125000 Penalty: 4724.800293
	Iteration 53Q: 3 clusters Score -1781431 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1781465.250000 Penalty: 4724.800293
	Iteration 54Q: 3 clusters Score -1781465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1781500.125000 Penalty: 4724.800293
	Iteration 55Q: 3 clusters Score -1781500 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1781536.125000 Penalty: 4724.800293
	Iteration 56Q: 3 clusters Score -1781536 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1781574.375000 Penalty: 4724.800293
	Iteration 57Q: 3 clusters Score -1781574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1781595.375000 Penalty: 4724.800293
	Iteration 58Q: 3 clusters Score -1781595 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1781624.125000 Penalty: 4724.800293
	Iteration 59Q: 3 clusters Score -1781624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1781634.250000 Penalty: 4724.800293
	Iteration 60F: 3 clusters Score -1781634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1781659.750000 Penalty: 4724.800293
	Iteration 61Q: 3 clusters Score -1781660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1781689.875000 Penalty: 4724.800293
	Iteration 62Q: 3 clusters Score -1781690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1781722.000000 Penalty: 4724.800293
	Iteration 63Q: 3 clusters Score -1781722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1781741.125000 Penalty: 4724.800293
	Iteration 64Q: 3 clusters Score -1781741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1781769.125000 Penalty: 4724.800293
	Iteration 65Q: 3 clusters Score -1781769 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1781789.000000 Penalty: 4724.800293
	Iteration 66Q: 3 clusters Score -1781789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1781810.875000 Penalty: 4724.800293
	Iteration 67Q: 3 clusters Score -1781811 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1781824.750000 Penalty: 4724.800293
	Iteration 68Q: 3 clusters Score -1781825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1781841.125000 Penalty: 4724.800293
	Iteration 69Q: 3 clusters Score -1781841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1781864.875000 Penalty: 4724.800293
	Iteration 70Q: 3 clusters Score -1781865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1781880.125000 Penalty: 4724.800293
	Iteration 71Q: 3 clusters Score -1781880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1781895.625000 Penalty: 4724.800293
	Iteration 72Q: 3 clusters Score -1781896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1781920.875000 Penalty: 4724.800293
	Iteration 73Q: 3 clusters Score -1781921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1781940.750000 Penalty: 4724.800293
	Iteration 74Q: 3 clusters Score -1781941 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1781968.125000 Penalty: 4724.800293
	Iteration 75Q: 3 clusters Score -1781968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1781995.125000 Penalty: 4724.800293
	Iteration 76Q: 3 clusters Score -1781995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1782025.000000 Penalty: 4724.800293
	Iteration 77Q: 3 clusters Score -1782025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1782056.000000 Penalty: 4724.800293
	Iteration 78Q: 3 clusters Score -1782056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1782091.250000 Penalty: 4724.800293
	Iteration 79Q: 3 clusters Score -1782091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1782129.125000 Penalty: 4724.800293
	Iteration 80F: 3 clusters Score -1782129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1782156.875000 Penalty: 4724.800293
	Iteration 81Q: 3 clusters Score -1782157 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1782196.250000 Penalty: 4724.800293
	Iteration 82Q: 3 clusters Score -1782196 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1782261.875000 Penalty: 4724.800293
	Iteration 83Q: 3 clusters Score -1782262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1782318.500000 Penalty: 4724.800293
	Iteration 84Q: 3 clusters Score -1782318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1782364.875000 Penalty: 4724.800293
	Iteration 85Q: 3 clusters Score -1782365 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1782415.000000 Penalty: 4724.800293
	Iteration 86Q: 3 clusters Score -1782415 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1782461.875000 Penalty: 4724.800293
	Iteration 87Q: 3 clusters Score -1782462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1782508.375000 Penalty: 4724.800293
	Iteration 88Q: 3 clusters Score -1782508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1782551.625000 Penalty: 4724.800293
	Iteration 89Q: 3 clusters Score -1782552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1782593.500000 Penalty: 4724.800293
	Iteration 90Q: 3 clusters Score -1782594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1782639.125000 Penalty: 4724.800293
	Iteration 91Q: 3 clusters Score -1782639 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1782681.625000 Penalty: 4724.800293
	Iteration 92Q: 3 clusters Score -1782682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1782723.500000 Penalty: 4724.800293
	Iteration 93Q: 3 clusters Score -1782724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1782757.500000 Penalty: 4724.800293
	Iteration 94Q: 3 clusters Score -1782758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1782808.750000 Penalty: 4724.800293
	Iteration 95Q: 3 clusters Score -1782809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1782850.500000 Penalty: 4724.800293
	Iteration 96Q: 3 clusters Score -1782850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1782908.000000 Penalty: 4724.800293
	Iteration 97Q: 3 clusters Score -1782908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1782955.125000 Penalty: 4724.800293
	Iteration 98Q: 3 clusters Score -1782955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1783012.750000 Penalty: 4724.800293
	Iteration 99Q: 3 clusters Score -1783013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1783054.000000 Penalty: 4724.800293
	Iteration 100F: 3 clusters Score -1783054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1783102.625000 Penalty: 4724.800293
	Iteration 101Q: 3 clusters Score -1783103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1783135.625000 Penalty: 4724.800293
	Iteration 102Q: 3 clusters Score -1783136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1783170.000000 Penalty: 4724.800293
	Iteration 103Q: 3 clusters Score -1783170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1783202.125000 Penalty: 4724.800293
	Iteration 104Q: 3 clusters Score -1783202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1783225.500000 Penalty: 4724.800293
	Iteration 105Q: 3 clusters Score -1783226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1783256.875000 Penalty: 4724.800293
	Iteration 106Q: 3 clusters Score -1783257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1783275.250000 Penalty: 4724.800293
	Iteration 107Q: 3 clusters Score -1783275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1783281.875000 Penalty: 4724.800293
	Iteration 108Q: 3 clusters Score -1783282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1783292.125000 Penalty: 4724.800293
	Iteration 109Q: 3 clusters Score -1783292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1783294.875000 Penalty: 4724.800293
	Iteration 110Q: 3 clusters Score -1783295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1783303.500000 Penalty: 4724.800293
	Iteration 111Q: 3 clusters Score -1783304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1783304.125000 Penalty: 4724.800293
	Iteration 112Q: 3 clusters Score -1783304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1783310.250000 Penalty: 4724.800293
	Iteration 113Q: 3 clusters Score -1783310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1783320.375000 Penalty: 4724.800293
	Iteration 114Q: 3 clusters Score -1783320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1783324.750000 Penalty: 4724.800293
	Iteration 115Q: 3 clusters Score -1783325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1783326.625000 Penalty: 4724.800293
	Iteration 116Q: 3 clusters Score -1783327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1783328.500000 Penalty: 4724.800293
	Iteration 117Q: 3 clusters Score -1783328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1783330.875000 Penalty: 4724.800293
	Iteration 118Q: 3 clusters Score -1783331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1783331.625000 Penalty: 4724.800293
	Iteration 119Q: 3 clusters Score -1783332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1783331.875000 Penalty: 4724.800293
	Iteration 120F: 3 clusters Score -1783332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -624922.187500 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -624922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -620091.312500 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -620091.3 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -621437.187500 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -621437.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -621761.562500 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -621761.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -621978.812500 Penalty: 4278.608887
	Iteration 3F: 3 clusters Score -621978.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -622136.750000 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -622136.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -622261.187500 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -622261.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -622356.812500 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -622356.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -622453.937500 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -622453.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -622544.000000 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -622544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -622633.812500 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -622633.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -622713.000000 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -622713 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -622789.125000 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -622789.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -622868.062500 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -622868.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -622948.437500 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -622948.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -623027.250000 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -623027.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -623100.000000 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -623100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -623176.312500 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -623176.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -623267.125000 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -623267.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -623341.375000 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -623341.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -623402.250000 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -623402.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -623446.312500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -623446.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -623478.937500 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -623478.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -623515.687500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -623515.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -623541.625000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -623541.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -623559.187500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -623559.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -623576.500000 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -623576.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -623587.500000 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -623587.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -623598.187500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -623598.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -623608.812500 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -623608.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -623617.812500 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -623617.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -623622.687500 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -623622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -623627.687500 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -623627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -623633.812500 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -623633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -623637.625000 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -623637.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -623642.437500 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -623642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -623645.937500 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -623645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -623650.937500 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -623650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -623652.625000 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -623652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -623653.000000 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -623653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -623655.125000 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -623655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -623656.062500 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -623656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -623658.937500 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -623658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -623661.375000 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -623661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -623661.687500 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -623661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -623661.687500 Penalty: 4278.608887
	Iteration 44F: 3 clusters Score -623661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -435220.062500 Penalty: 2042.566528
	Iteration 0F: 2 clusters Score -435220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -431459.406250 Penalty: 4085.133057
	Iteration 0F: 3 clusters Score -431459.4 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -432312.875000 Penalty: 4085.133057
	Iteration 1F: 3 clusters Score -432312.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -432493.218750 Penalty: 4085.133057
	Iteration 2F: 3 clusters Score -432493.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -432591.531250 Penalty: 4085.133057
	Iteration 3Q: 3 clusters Score -432591.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -432655.156250 Penalty: 4085.133057
	Iteration 4Q: 3 clusters Score -432655.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -432701.250000 Penalty: 4085.133057
	Iteration 5Q: 3 clusters Score -432701.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -432744.562500 Penalty: 4085.133057
	Iteration 6Q: 3 clusters Score -432744.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -432790.437500 Penalty: 4085.133057
	Iteration 7Q: 3 clusters Score -432790.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -432826.062500 Penalty: 4085.133057
	Iteration 8Q: 3 clusters Score -432826.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -432862.937500 Penalty: 4085.133057
	Iteration 9Q: 3 clusters Score -432862.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -432899.000000 Penalty: 4085.133057
	Iteration 10Q: 3 clusters Score -432899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -432939.281250 Penalty: 4085.133057
	Iteration 11Q: 3 clusters Score -432939.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -432975.468750 Penalty: 4085.133057
	Iteration 12Q: 3 clusters Score -432975.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -433002.000000 Penalty: 4085.133057
	Iteration 13Q: 3 clusters Score -433002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -433032.968750 Penalty: 4085.133057
	Iteration 14Q: 3 clusters Score -433033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -433061.250000 Penalty: 4085.133057
	Iteration 15Q: 3 clusters Score -433061.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -433085.125000 Penalty: 4085.133057
	Iteration 16Q: 3 clusters Score -433085.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -433104.718750 Penalty: 4085.133057
	Iteration 17Q: 3 clusters Score -433104.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -433118.000000 Penalty: 4085.133057
	Iteration 18Q: 3 clusters Score -433118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -433133.968750 Penalty: 4085.133057
	Iteration 19Q: 3 clusters Score -433134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -433157.656250 Penalty: 4085.133057
	Iteration 20F: 3 clusters Score -433157.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -433182.218750 Penalty: 4085.133057
	Iteration 21Q: 3 clusters Score -433182.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -433200.968750 Penalty: 4085.133057
	Iteration 22Q: 3 clusters Score -433201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -433219.281250 Penalty: 4085.133057
	Iteration 23Q: 3 clusters Score -433219.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -433243.312500 Penalty: 4085.133057
	Iteration 24Q: 3 clusters Score -433243.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -433267.437500 Penalty: 4085.133057
	Iteration 25Q: 3 clusters Score -433267.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -433292.156250 Penalty: 4085.133057
	Iteration 26Q: 3 clusters Score -433292.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -433314.781250 Penalty: 4085.133057
	Iteration 27Q: 3 clusters Score -433314.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -433343.250000 Penalty: 4085.133057
	Iteration 28Q: 3 clusters Score -433343.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -433366.906250 Penalty: 4085.133057
	Iteration 29Q: 3 clusters Score -433366.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -433391.125000 Penalty: 4085.133057
	Iteration 30Q: 3 clusters Score -433391.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -433407.406250 Penalty: 4085.133057
	Iteration 31Q: 3 clusters Score -433407.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -433425.562500 Penalty: 4085.133057
	Iteration 32Q: 3 clusters Score -433425.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -433443.343750 Penalty: 4085.133057
	Iteration 33Q: 3 clusters Score -433443.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -433465.437500 Penalty: 4085.133057
	Iteration 34Q: 3 clusters Score -433465.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -433478.687500 Penalty: 4085.133057
	Iteration 35Q: 3 clusters Score -433478.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -433489.656250 Penalty: 4085.133057
	Iteration 36Q: 3 clusters Score -433489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -433500.625000 Penalty: 4085.133057
	Iteration 37Q: 3 clusters Score -433500.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -433516.218750 Penalty: 4085.133057
	Iteration 38Q: 3 clusters Score -433516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -433526.187500 Penalty: 4085.133057
	Iteration 39Q: 3 clusters Score -433526.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -433534.468750 Penalty: 4085.133057
	Iteration 40F: 3 clusters Score -433534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -433537.718750 Penalty: 4085.133057
	Iteration 41Q: 3 clusters Score -433537.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -433541.500000 Penalty: 4085.133057
	Iteration 42Q: 3 clusters Score -433541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -433550.375000 Penalty: 4085.133057
	Iteration 43Q: 3 clusters Score -433550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -433555.812500 Penalty: 4085.133057
	Iteration 44Q: 3 clusters Score -433555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -433558.468750 Penalty: 4085.133057
	Iteration 45Q: 3 clusters Score -433558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -433560.187500 Penalty: 4085.133057
	Iteration 46Q: 3 clusters Score -433560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -433560.750000 Penalty: 4085.133057
	Iteration 47Q: 3 clusters Score -433560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -433562.093750 Penalty: 4085.133057
	Iteration 48Q: 3 clusters Score -433562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -433565.093750 Penalty: 4085.133057
	Iteration 49Q: 3 clusters Score -433565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -433568.125000 Penalty: 4085.133057
	Iteration 50Q: 3 clusters Score -433568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -433569.250000 Penalty: 4085.133057
	Iteration 51Q: 3 clusters Score -433569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -433570.750000 Penalty: 4085.133057
	Iteration 52Q: 3 clusters Score -433570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -433570.812500 Penalty: 4085.133057
	Iteration 53Q: 3 clusters Score -433570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -433571.718750 Penalty: 4085.133057
	Iteration 54Q: 3 clusters Score -433571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -433574.062500 Penalty: 4085.133057
	Iteration 55Q: 3 clusters Score -433574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -433576.031250 Penalty: 4085.133057
	Iteration 56Q: 3 clusters Score -433576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -433579.625000 Penalty: 4085.133057
	Iteration 57Q: 3 clusters Score -433579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -433583.718750 Penalty: 4085.133057
	Iteration 58Q: 3 clusters Score -433583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -433586.656250 Penalty: 4085.133057
	Iteration 59Q: 3 clusters Score -433586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -433589.218750 Penalty: 4085.133057
	Iteration 60F: 3 clusters Score -433589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -433591.500000 Penalty: 4085.133057
	Iteration 61Q: 3 clusters Score -433591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -433595.000000 Penalty: 4085.133057
	Iteration 62Q: 3 clusters Score -433595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -433599.250000 Penalty: 4085.133057
	Iteration 63Q: 3 clusters Score -433599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -433602.062500 Penalty: 4085.133057
	Iteration 64Q: 3 clusters Score -433602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -433605.093750 Penalty: 4085.133057
	Iteration 65Q: 3 clusters Score -433605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -433608.812500 Penalty: 4085.133057
	Iteration 66Q: 3 clusters Score -433608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -433613.468750 Penalty: 4085.133057
	Iteration 67Q: 3 clusters Score -433613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -433616.250000 Penalty: 4085.133057
	Iteration 68Q: 3 clusters Score -433616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -433618.750000 Penalty: 4085.133057
	Iteration 69Q: 3 clusters Score -433618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -433618.750000 Penalty: 4085.133057
	Iteration 70F: 3 clusters Score -433618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Entering Unmasked Estep 
Score: -1501177.375000 Penalty: 2341.873535
	Iteration 0F: 2 clusters Score -1501177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1491828.625000 Penalty: 4683.747070
	Iteration 0F: 3 clusters Score -1491829 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1494689.500000 Penalty: 4683.747070
	Iteration 1F: 3 clusters Score -1494690 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1495015.750000 Penalty: 4683.747070
	Iteration 2F: 3 clusters Score -1495016 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1495257.500000 Penalty: 4683.747070
	Iteration 3Q: 3 clusters Score -1495258 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1495474.500000 Penalty: 4683.747070
	Iteration 4Q: 3 clusters Score -1495474 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1495681.375000 Penalty: 4683.747070
	Iteration 5Q: 3 clusters Score -1495681 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1495891.500000 Penalty: 4683.747070
	Iteration 6Q: 3 clusters Score -1495892 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1496163.000000 Penalty: 4683.747070
	Iteration 7Q: 3 clusters Score -1496163 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1496451.125000 Penalty: 4683.747070
	Iteration 8Q: 3 clusters Score -1496451 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1496761.750000 Penalty: 4683.747070
	Iteration 9Q: 3 clusters Score -1496762 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1497111.000000 Penalty: 4683.747070
	Iteration 10Q: 3 clusters Score -1497111 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1497423.875000 Penalty: 4683.747070
	Iteration 11Q: 3 clusters Score -1497424 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1497706.125000 Penalty: 4683.747070
	Iteration 12Q: 3 clusters Score -1497706 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1497986.750000 Penalty: 4683.747070
	Iteration 13Q: 3 clusters Score -1497987 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1498235.000000 Penalty: 4683.747070
	Iteration 14Q: 3 clusters Score -1498235 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1498451.375000 Penalty: 4683.747070
	Iteration 15Q: 3 clusters Score -1498451 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1498627.875000 Penalty: 4683.747070
	Iteration 16Q: 3 clusters Score -1498628 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1498756.625000 Penalty: 4683.747070
	Iteration 17Q: 3 clusters Score -1498757 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1498878.000000 Penalty: 4683.747070
	Iteration 18Q: 3 clusters Score -1498878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1498973.375000 Penalty: 4683.747070
	Iteration 19Q: 3 clusters Score -1498973 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1499043.000000 Penalty: 4683.747070
	Iteration 20F: 3 clusters Score -1499043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1499093.250000 Penalty: 4683.747070
	Iteration 21Q: 3 clusters Score -1499093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1499143.125000 Penalty: 4683.747070
	Iteration 22Q: 3 clusters Score -1499143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1499177.500000 Penalty: 4683.747070
	Iteration 23Q: 3 clusters Score -1499178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1499196.750000 Penalty: 4683.747070
	Iteration 24Q: 3 clusters Score -1499197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1499212.875000 Penalty: 4683.747070
	Iteration 25Q: 3 clusters Score -1499213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1499220.125000 Penalty: 4683.747070
	Iteration 26Q: 3 clusters Score -1499220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1499226.625000 Penalty: 4683.747070
	Iteration 27Q: 3 clusters Score -1499227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1499237.000000 Penalty: 4683.747070
	Iteration 28Q: 3 clusters Score -1499237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1499246.500000 Penalty: 4683.747070
	Iteration 29Q: 3 clusters Score -1499246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1499258.000000 Penalty: 4683.747070
	Iteration 30Q: 3 clusters Score -1499258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1499261.250000 Penalty: 4683.747070
	Iteration 31Q: 3 clusters Score -1499261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1499266.000000 Penalty: 4683.747070
	Iteration 32Q: 3 clusters Score -1499266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1499268.250000 Penalty: 4683.747070
	Iteration 33Q: 3 clusters Score -1499268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1499270.250000 Penalty: 4683.747070
	Iteration 34Q: 3 clusters Score -1499270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1499268.500000 Penalty: 4683.747070
	Iteration 35Q: 3 clusters Score -1499268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1499268.500000 Penalty: 4683.747070
	Iteration 36F: 3 clusters Score -1499268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -735196.937500 Penalty: 2164.770020
	Iteration 0F: 2 clusters Score -735196.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -729904.562500 Penalty: 4329.540039
	Iteration 0F: 3 clusters Score -729904.6 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -731232.875000 Penalty: 4329.540039
	Iteration 1F: 3 clusters Score -731232.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -731448.562500 Penalty: 4329.540039
	Iteration 2F: 3 clusters Score -731448.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -731609.812500 Penalty: 4329.540039
	Iteration 3Q: 3 clusters Score -731609.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -731742.625000 Penalty: 4329.540039
	Iteration 4Q: 3 clusters Score -731742.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -731845.562500 Penalty: 4329.540039
	Iteration 5Q: 3 clusters Score -731845.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -731928.625000 Penalty: 4329.540039
	Iteration 6Q: 3 clusters Score -731928.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -732026.750000 Penalty: 4329.540039
	Iteration 7Q: 3 clusters Score -732026.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -732120.062500 Penalty: 4329.540039
	Iteration 8Q: 3 clusters Score -732120.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -732207.312500 Penalty: 4329.540039
	Iteration 9Q: 3 clusters Score -732207.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -732308.187500 Penalty: 4329.540039
	Iteration 10Q: 3 clusters Score -732308.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -732415.437500 Penalty: 4329.540039
	Iteration 11Q: 3 clusters Score -732415.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -732536.625000 Penalty: 4329.540039
	Iteration 12Q: 3 clusters Score -732536.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -732656.437500 Penalty: 4329.540039
	Iteration 13Q: 3 clusters Score -732656.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -732792.625000 Penalty: 4329.540039
	Iteration 14Q: 3 clusters Score -732792.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -732925.625000 Penalty: 4329.540039
	Iteration 15Q: 3 clusters Score -732925.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -733049.562500 Penalty: 4329.540039
	Iteration 16Q: 3 clusters Score -733049.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -733150.625000 Penalty: 4329.540039
	Iteration 17Q: 3 clusters Score -733150.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -733219.000000 Penalty: 4329.540039
	Iteration 18Q: 3 clusters Score -733219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -733277.000000 Penalty: 4329.540039
	Iteration 19Q: 3 clusters Score -733277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -733330.375000 Penalty: 4329.540039
	Iteration 20F: 3 clusters Score -733330.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -733369.062500 Penalty: 4329.540039
	Iteration 21Q: 3 clusters Score -733369.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -733390.500000 Penalty: 4329.540039
	Iteration 22Q: 3 clusters Score -733390.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -733406.375000 Penalty: 4329.540039
	Iteration 23Q: 3 clusters Score -733406.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -733417.375000 Penalty: 4329.540039
	Iteration 24Q: 3 clusters Score -733417.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -733433.312500 Penalty: 4329.540039
	Iteration 25Q: 3 clusters Score -733433.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -733446.875000 Penalty: 4329.540039
	Iteration 26Q: 3 clusters Score -733446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -733451.937500 Penalty: 4329.540039
	Iteration 27Q: 3 clusters Score -733451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -733457.687500 Penalty: 4329.540039
	Iteration 28Q: 3 clusters Score -733457.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -733465.875000 Penalty: 4329.540039
	Iteration 29Q: 3 clusters Score -733465.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -733475.937500 Penalty: 4329.540039
	Iteration 30Q: 3 clusters Score -733475.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -733484.250000 Penalty: 4329.540039
	Iteration 31Q: 3 clusters Score -733484.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -733491.187500 Penalty: 4329.540039
	Iteration 32Q: 3 clusters Score -733491.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -733494.437500 Penalty: 4329.540039
	Iteration 33Q: 3 clusters Score -733494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -733495.312500 Penalty: 4329.540039
	Iteration 34Q: 3 clusters Score -733495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -733496.562500 Penalty: 4329.540039
	Iteration 35Q: 3 clusters Score -733496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -733497.312500 Penalty: 4329.540039
	Iteration 36Q: 3 clusters Score -733497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -733497.687500 Penalty: 4329.540039
	Iteration 37Q: 3 clusters Score -733497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -733497.312500 Penalty: 4329.540039
	Iteration 38Q: 3 clusters Score -733497.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -733497.312500 Penalty: 4329.540039
	Iteration 39F: 3 clusters Score -733497.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -121782.859375 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -121782.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -119745.468750 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -119745.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120064.875000 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -120064.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -120186.695312 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -120186.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120299.281250 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -120299.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120405.375000 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -120405.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -120539.328125 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -120539.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120743.468750 Penalty: 3479.793213
	Iteration 6F: 3 clusters Score -120743.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121004.921875 Penalty: 3479.793213
	Iteration 7F: 3 clusters Score -121004.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121230.257812 Penalty: 3479.793213
	Iteration 8F: 3 clusters Score -121230.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -121468.585938 Penalty: 3479.793213
	Iteration 9F: 3 clusters Score -121468.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -121916.437500 Penalty: 3479.793213
	Iteration 10F: 3 clusters Score -121916.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122278.835938 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -122278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122402.250000 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -122402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122415.742188 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -122415.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122415.742188 Penalty: 3479.793213
	Iteration 14F: 3 clusters Score -122415.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 7708 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13709 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19071 members 
Mstep: Class 13 contains 171753 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 170377 members 
Mstep: Class 22 contains 171399 members 
Mstep: Class 23 contains 36208 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 19829 members 
Mstep: Class 28 contains 28509 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175274 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 688 members 
Entering Unmasked Estep 
Score: -124221864.000000 Penalty: 113352.726562
Splitting cluster 9 changes total score from -124222720.000000 to -124221864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -602550.625000 Penalty: 2110.871338
	Iteration 0F: 2 clusters Score -602550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -597986.812500 Penalty: 4221.742676
	Iteration 0F: 3 clusters Score -597986.8 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -599079.687500 Penalty: 4221.742676
	Iteration 1F: 3 clusters Score -599079.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -599307.562500 Penalty: 4221.742676
	Iteration 2F: 3 clusters Score -599307.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -599456.750000 Penalty: 4221.742676
	Iteration 3F: 3 clusters Score -599456.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -599604.125000 Penalty: 4221.742676
	Iteration 4Q: 3 clusters Score -599604.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -599744.375000 Penalty: 4221.742676
	Iteration 5Q: 3 clusters Score -599744.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -599885.125000 Penalty: 4221.742676
	Iteration 6Q: 3 clusters Score -599885.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -600000.375000 Penalty: 4221.742676
	Iteration 7Q: 3 clusters Score -600000.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -600106.812500 Penalty: 4221.742676
	Iteration 8Q: 3 clusters Score -600106.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -600191.875000 Penalty: 4221.742676
	Iteration 9Q: 3 clusters Score -600191.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -600269.500000 Penalty: 4221.742676
	Iteration 10Q: 3 clusters Score -600269.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -600321.000000 Penalty: 4221.742676
	Iteration 11Q: 3 clusters Score -600321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -600364.312500 Penalty: 4221.742676
	Iteration 12Q: 3 clusters Score -600364.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -600403.187500 Penalty: 4221.742676
	Iteration 13Q: 3 clusters Score -600403.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -600436.812500 Penalty: 4221.742676
	Iteration 14Q: 3 clusters Score -600436.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -600470.125000 Penalty: 4221.742676
	Iteration 15Q: 3 clusters Score -600470.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -600494.937500 Penalty: 4221.742676
	Iteration 16Q: 3 clusters Score -600494.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -600519.375000 Penalty: 4221.742676
	Iteration 17Q: 3 clusters Score -600519.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -600543.125000 Penalty: 4221.742676
	Iteration 18Q: 3 clusters Score -600543.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -600559.125000 Penalty: 4221.742676
	Iteration 19Q: 3 clusters Score -600559.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -600573.562500 Penalty: 4221.742676
	Iteration 20F: 3 clusters Score -600573.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -600583.437500 Penalty: 4221.742676
	Iteration 21Q: 3 clusters Score -600583.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -600591.250000 Penalty: 4221.742676
	Iteration 22Q: 3 clusters Score -600591.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -600598.062500 Penalty: 4221.742676
	Iteration 23Q: 3 clusters Score -600598.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -600606.562500 Penalty: 4221.742676
	Iteration 24Q: 3 clusters Score -600606.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -600612.375000 Penalty: 4221.742676
	Iteration 25Q: 3 clusters Score -600612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -600619.000000 Penalty: 4221.742676
	Iteration 26Q: 3 clusters Score -600619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -600626.750000 Penalty: 4221.742676
	Iteration 27Q: 3 clusters Score -600626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -600635.625000 Penalty: 4221.742676
	Iteration 28Q: 3 clusters Score -600635.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -600645.562500 Penalty: 4221.742676
	Iteration 29Q: 3 clusters Score -600645.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -600656.750000 Penalty: 4221.742676
	Iteration 30Q: 3 clusters Score -600656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -600659.000000 Penalty: 4221.742676
	Iteration 31Q: 3 clusters Score -600659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -600661.937500 Penalty: 4221.742676
	Iteration 32Q: 3 clusters Score -600661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -600664.375000 Penalty: 4221.742676
	Iteration 33Q: 3 clusters Score -600664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -600664.687500 Penalty: 4221.742676
	Iteration 34Q: 3 clusters Score -600664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -600666.562500 Penalty: 4221.742676
	Iteration 35Q: 3 clusters Score -600666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -600671.000000 Penalty: 4221.742676
	Iteration 36Q: 3 clusters Score -600671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -600679.312500 Penalty: 4221.742676
	Iteration 37Q: 3 clusters Score -600679.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -600684.250000 Penalty: 4221.742676
	Iteration 38Q: 3 clusters Score -600684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -600688.562500 Penalty: 4221.742676
	Iteration 39Q: 3 clusters Score -600688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -600690.250000 Penalty: 4221.742676
	Iteration 40F: 3 clusters Score -600690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -600693.062500 Penalty: 4221.742676
	Iteration 41Q: 3 clusters Score -600693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -600694.500000 Penalty: 4221.742676
	Iteration 42Q: 3 clusters Score -600694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -600698.062500 Penalty: 4221.742676
	Iteration 43Q: 3 clusters Score -600698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -600698.312500 Penalty: 4221.742676
	Iteration 44Q: 3 clusters Score -600698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -600700.437500 Penalty: 4221.742676
	Iteration 45Q: 3 clusters Score -600700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -600699.687500 Penalty: 4221.742676
	Iteration 46Q: 3 clusters Score -600699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -600699.187500 Penalty: 4221.742676
	Iteration 47Q: 3 clusters Score -600699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -600699.187500 Penalty: 4221.742676
	Iteration 48F: 3 clusters Score -600699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -715228.437500 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -715228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -710176.812500 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -710176.8 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -711725.750000 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -711725.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -712079.000000 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -712079 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -712345.937500 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -712345.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -712618.937500 Penalty: 4309.723633
	Iteration 4F: 3 clusters Score -712618.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -712883.875000 Penalty: 4309.723633
	Iteration 5F: 3 clusters Score -712883.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -713107.562500 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -713107.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -713309.937500 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -713309.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -713472.812500 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -713472.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -713596.562500 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -713596.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -713704.875000 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -713704.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -713783.812500 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -713783.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -713875.375000 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -713875.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -713977.625000 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -713977.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -714078.437500 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -714078.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -714190.500000 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -714190.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -714309.062500 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -714309.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -714390.000000 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -714390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -714489.312500 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -714489.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -714580.812500 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -714580.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -714673.562500 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -714673.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -714730.875000 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -714730.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -714766.687500 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -714766.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -714791.562500 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -714791.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -714809.812500 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -714809.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -714826.500000 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -714826.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -714842.562500 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -714842.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -714855.437500 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -714855.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -714863.750000 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -714863.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -714872.437500 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -714872.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -714873.687500 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -714873.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -714880.125000 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -714880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -714879.812500 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -714879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -714881.125000 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -714881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -714880.625000 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -714880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -714880.625000 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -714880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -714880.625000 Penalty: 4309.723633
	Iteration 36F: 3 clusters Score -714880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Entering Unmasked Estep 
Score: -2337192.000000 Penalty: 2444.269287
	Iteration 0F: 2 clusters Score -2337192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2323639.500000 Penalty: 4888.538574
	Iteration 0F: 3 clusters Score -2323640 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2328236.500000 Penalty: 4888.538574
	Iteration 1F: 3 clusters Score -2328236 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2328708.250000 Penalty: 4888.538574
	Iteration 2F: 3 clusters Score -2328708 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2329069.250000 Penalty: 4888.538574
	Iteration 3Q: 3 clusters Score -2329069 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2329427.000000 Penalty: 4888.538574
	Iteration 4Q: 3 clusters Score -2329427 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2329797.750000 Penalty: 4888.538574
	Iteration 5Q: 3 clusters Score -2329798 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2330211.750000 Penalty: 4888.538574
	Iteration 6Q: 3 clusters Score -2330212 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2330690.500000 Penalty: 4888.538574
	Iteration 7Q: 3 clusters Score -2330690 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2331269.750000 Penalty: 4888.538574
	Iteration 8Q: 3 clusters Score -2331270 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2332021.250000 Penalty: 4888.538574
	Iteration 9F: 3 clusters Score -2332021 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2332814.750000 Penalty: 4888.538574
	Iteration 10F: 3 clusters Score -2332815 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2333577.500000 Penalty: 4888.538574
	Iteration 11Q: 3 clusters Score -2333578 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2334134.750000 Penalty: 4888.538574
	Iteration 12Q: 3 clusters Score -2334135 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2334455.750000 Penalty: 4888.538574
	Iteration 13Q: 3 clusters Score -2334456 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2334675.000000 Penalty: 4888.538574
	Iteration 14Q: 3 clusters Score -2334675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2334812.250000 Penalty: 4888.538574
	Iteration 15Q: 3 clusters Score -2334812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2334904.500000 Penalty: 4888.538574
	Iteration 16Q: 3 clusters Score -2334904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2334960.750000 Penalty: 4888.538574
	Iteration 17Q: 3 clusters Score -2334961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2335006.250000 Penalty: 4888.538574
	Iteration 18Q: 3 clusters Score -2335006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2335046.750000 Penalty: 4888.538574
	Iteration 19Q: 3 clusters Score -2335047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2335065.750000 Penalty: 4888.538574
	Iteration 20F: 3 clusters Score -2335066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2335083.000000 Penalty: 4888.538574
	Iteration 21Q: 3 clusters Score -2335083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2335092.500000 Penalty: 4888.538574
	Iteration 22Q: 3 clusters Score -2335092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2335105.500000 Penalty: 4888.538574
	Iteration 23Q: 3 clusters Score -2335106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2335112.000000 Penalty: 4888.538574
	Iteration 24Q: 3 clusters Score -2335112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2335114.250000 Penalty: 4888.538574
	Iteration 25Q: 3 clusters Score -2335114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2335116.250000 Penalty: 4888.538574
	Iteration 26Q: 3 clusters Score -2335116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2335117.500000 Penalty: 4888.538574
	Iteration 27Q: 3 clusters Score -2335118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2335117.500000 Penalty: 4888.538574
	Iteration 28Q: 3 clusters Score -2335118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2335120.250000 Penalty: 4888.538574
	Iteration 29Q: 3 clusters Score -2335120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2335129.000000 Penalty: 4888.538574
	Iteration 30Q: 3 clusters Score -2335129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2335130.500000 Penalty: 4888.538574
	Iteration 31Q: 3 clusters Score -2335130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2335136.500000 Penalty: 4888.538574
	Iteration 32Q: 3 clusters Score -2335136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2335147.250000 Penalty: 4888.538574
	Iteration 33Q: 3 clusters Score -2335147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2335149.500000 Penalty: 4888.538574
	Iteration 34Q: 3 clusters Score -2335150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2335152.000000 Penalty: 4888.538574
	Iteration 35Q: 3 clusters Score -2335152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2335153.750000 Penalty: 4888.538574
	Iteration 36Q: 3 clusters Score -2335154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2335153.500000 Penalty: 4888.538574
	Iteration 37Q: 3 clusters Score -2335154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2335154.750000 Penalty: 4888.538574
	Iteration 38Q: 3 clusters Score -2335155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2335154.750000 Penalty: 4888.538574
	Iteration 39F: 3 clusters Score -2335155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (171753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Entering Unmasked Estep 
Score: -20911730.000000 Penalty: 2989.345703
	Iteration 0F: 2 clusters Score -2.091173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -20798350.000000 Penalty: 5978.691406
	Iteration 0F: 3 clusters Score -2.079835e+07 nChanged 82637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -20846560.000000 Penalty: 5978.691406
	Iteration 1F: 3 clusters Score -2.084656e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -20847952.000000 Penalty: 5978.691406
	Iteration 2Q: 3 clusters Score -2.084795e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -20849342.000000 Penalty: 5978.691406
	Iteration 3Q: 3 clusters Score -2.084934e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -20851066.000000 Penalty: 5978.691406
	Iteration 4Q: 3 clusters Score -2.085107e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -20852696.000000 Penalty: 5978.691406
	Iteration 5Q: 3 clusters Score -2.08527e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -20854674.000000 Penalty: 5978.691406
	Iteration 6Q: 3 clusters Score -2.085467e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -20856730.000000 Penalty: 5978.691406
	Iteration 7Q: 3 clusters Score -2.085673e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -20858866.000000 Penalty: 5978.691406
	Iteration 8Q: 3 clusters Score -2.085887e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -20861472.000000 Penalty: 5978.691406
	Iteration 9Q: 3 clusters Score -2.086147e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -20864504.000000 Penalty: 5978.691406
	Iteration 10Q: 3 clusters Score -2.08645e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -20867646.000000 Penalty: 5978.691406
	Iteration 11Q: 3 clusters Score -2.086765e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102975 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -20870356.000000 Penalty: 5978.691406
	Iteration 12Q: 3 clusters Score -2.087036e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -20873092.000000 Penalty: 5978.691406
	Iteration 13Q: 3 clusters Score -2.087309e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -20875500.000000 Penalty: 5978.691406
	Iteration 14Q: 3 clusters Score -2.08755e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -20877932.000000 Penalty: 5978.691406
	Iteration 15Q: 3 clusters Score -2.087793e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122734 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -20880560.000000 Penalty: 5978.691406
	Iteration 16Q: 3 clusters Score -2.088056e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128986 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -20883644.000000 Penalty: 5978.691406
	Iteration 17Q: 3 clusters Score -2.088364e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -20887524.000000 Penalty: 5978.691406
	Iteration 18Q: 3 clusters Score -2.088752e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -20892086.000000 Penalty: 5978.691406
	Iteration 19Q: 3 clusters Score -2.089209e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149933 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -20896878.000000 Penalty: 5978.691406
	Iteration 20F: 3 clusters Score -2.089688e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156144 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -20901266.000000 Penalty: 5978.691406
	Iteration 21Q: 3 clusters Score -2.090127e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -20904320.000000 Penalty: 5978.691406
	Iteration 22Q: 3 clusters Score -2.090432e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164269 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -20906314.000000 Penalty: 5978.691406
	Iteration 23Q: 3 clusters Score -2.090631e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -20907682.000000 Penalty: 5978.691406
	Iteration 24Q: 3 clusters Score -2.090768e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -20908508.000000 Penalty: 5978.691406
	Iteration 25Q: 3 clusters Score -2.090851e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -20909006.000000 Penalty: 5978.691406
	Iteration 26Q: 3 clusters Score -2.090901e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -20909336.000000 Penalty: 5978.691406
	Iteration 27Q: 3 clusters Score -2.090934e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169535 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20909622.000000 Penalty: 5978.691406
	Iteration 28Q: 3 clusters Score -2.090962e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -20909832.000000 Penalty: 5978.691406
	Iteration 29Q: 3 clusters Score -2.090983e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20910026.000000 Penalty: 5978.691406
	Iteration 30Q: 3 clusters Score -2.091003e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169980 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20910248.000000 Penalty: 5978.691406
	Iteration 31Q: 3 clusters Score -2.091025e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170024 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20910692.000000 Penalty: 5978.691406
	Iteration 32Q: 3 clusters Score -2.091069e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170034 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20911158.000000 Penalty: 5978.691406
	Iteration 33Q: 3 clusters Score -2.091116e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20911538.000000 Penalty: 5978.691406
	Iteration 34Q: 3 clusters Score -2.091154e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -20911742.000000 Penalty: 5978.691406
	Iteration 35Q: 3 clusters Score -2.091174e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169844 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -20911792.000000 Penalty: 5978.691406
	Iteration 36Q: 3 clusters Score -2.091179e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20911866.000000 Penalty: 5978.691406
	Iteration 37Q: 3 clusters Score -2.091187e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169764 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -20911818.000000 Penalty: 5978.691406
	Iteration 38Q: 3 clusters Score -2.091182e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169754 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -20911872.000000 Penalty: 5978.691406
	Iteration 39Q: 3 clusters Score -2.091187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20911882.000000 Penalty: 5978.691406
	Iteration 40F: 3 clusters Score -2.091188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -20911896.000000 Penalty: 5978.691406
	Iteration 41Q: 3 clusters Score -2.09119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -20911926.000000 Penalty: 5978.691406
	Iteration 42Q: 3 clusters Score -2.091193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20911898.000000 Penalty: 5978.691406
	Iteration 43Q: 3 clusters Score -2.09119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169705 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -20911898.000000 Penalty: 5978.691406
	Iteration 44Q: 3 clusters Score -2.09119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -20911898.000000 Penalty: 5978.691406
	Iteration 45Q: 3 clusters Score -2.09119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20911896.000000 Penalty: 5978.691406
	Iteration 46Q: 3 clusters Score -2.09119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169676 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -20911900.000000 Penalty: 5978.691406
	Iteration 47Q: 3 clusters Score -2.09119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -20911902.000000 Penalty: 5978.691406
	Iteration 48Q: 3 clusters Score -2.09119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20911908.000000 Penalty: 5978.691406
	Iteration 49Q: 3 clusters Score -2.091191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169664 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -20911910.000000 Penalty: 5978.691406
	Iteration 50Q: 3 clusters Score -2.091191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169660 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -20911914.000000 Penalty: 5978.691406
	Iteration 51Q: 3 clusters Score -2.091191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20911916.000000 Penalty: 5978.691406
	Iteration 52Q: 3 clusters Score -2.091192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20911908.000000 Penalty: 5978.691406
	Iteration 53Q: 3 clusters Score -2.091191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20911908.000000 Penalty: 5978.691406
	Iteration 54F: 3 clusters Score -2.091191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 7708 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13709 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19071 members 
Mstep: Class 13 contains 169657 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 170377 members 
Mstep: Class 22 contains 171399 members 
Mstep: Class 23 contains 36208 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 19829 members 
Mstep: Class 28 contains 28509 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175274 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 2096 members 
Entering Unmasked Estep 
Score: -124222544.000000 Penalty: 113352.726562
Splitting cluster 13 changes total score from -124222720.000000 to -124222544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (8288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Entering Unmasked Estep 
Score: -988863.000000 Penalty: 2237.595947
	Iteration 0F: 2 clusters Score -988863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -982265.937500 Penalty: 4475.191895
	Iteration 0F: 3 clusters Score -982265.9 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -984060.625000 Penalty: 4475.191895
	Iteration 1F: 3 clusters Score -984060.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -984339.625000 Penalty: 4475.191895
	Iteration 2F: 3 clusters Score -984339.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -984545.687500 Penalty: 4475.191895
	Iteration 3F: 3 clusters Score -984545.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -984680.125000 Penalty: 4475.191895
	Iteration 4Q: 3 clusters Score -984680.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -984792.125000 Penalty: 4475.191895
	Iteration 5Q: 3 clusters Score -984792.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -984882.375000 Penalty: 4475.191895
	Iteration 6Q: 3 clusters Score -984882.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -984954.125000 Penalty: 4475.191895
	Iteration 7Q: 3 clusters Score -984954.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -985010.125000 Penalty: 4475.191895
	Iteration 8Q: 3 clusters Score -985010.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -985056.500000 Penalty: 4475.191895
	Iteration 9Q: 3 clusters Score -985056.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -985105.312500 Penalty: 4475.191895
	Iteration 10Q: 3 clusters Score -985105.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -985157.125000 Penalty: 4475.191895
	Iteration 11Q: 3 clusters Score -985157.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -985216.750000 Penalty: 4475.191895
	Iteration 12Q: 3 clusters Score -985216.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -985283.500000 Penalty: 4475.191895
	Iteration 13Q: 3 clusters Score -985283.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -985357.250000 Penalty: 4475.191895
	Iteration 14Q: 3 clusters Score -985357.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -985439.812500 Penalty: 4475.191895
	Iteration 15Q: 3 clusters Score -985439.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -985530.625000 Penalty: 4475.191895
	Iteration 16Q: 3 clusters Score -985530.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -985638.875000 Penalty: 4475.191895
	Iteration 17Q: 3 clusters Score -985638.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -985759.500000 Penalty: 4475.191895
	Iteration 18Q: 3 clusters Score -985759.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -985884.625000 Penalty: 4475.191895
	Iteration 19Q: 3 clusters Score -985884.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -986045.000000 Penalty: 4475.191895
	Iteration 20F: 3 clusters Score -986045 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -986210.875000 Penalty: 4475.191895
	Iteration 21Q: 3 clusters Score -986210.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -986370.062500 Penalty: 4475.191895
	Iteration 22Q: 3 clusters Score -986370.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -986504.500000 Penalty: 4475.191895
	Iteration 23Q: 3 clusters Score -986504.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -986620.937500 Penalty: 4475.191895
	Iteration 24Q: 3 clusters Score -986620.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -986711.125000 Penalty: 4475.191895
	Iteration 25Q: 3 clusters Score -986711.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -986788.062500 Penalty: 4475.191895
	Iteration 26Q: 3 clusters Score -986788.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -986847.500000 Penalty: 4475.191895
	Iteration 27Q: 3 clusters Score -986847.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -986912.500000 Penalty: 4475.191895
	Iteration 28Q: 3 clusters Score -986912.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -986990.562500 Penalty: 4475.191895
	Iteration 29Q: 3 clusters Score -986990.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -987072.875000 Penalty: 4475.191895
	Iteration 30Q: 3 clusters Score -987072.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -987140.750000 Penalty: 4475.191895
	Iteration 31Q: 3 clusters Score -987140.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -987202.875000 Penalty: 4475.191895
	Iteration 32Q: 3 clusters Score -987202.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -987256.062500 Penalty: 4475.191895
	Iteration 33Q: 3 clusters Score -987256.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -987303.687500 Penalty: 4475.191895
	Iteration 34Q: 3 clusters Score -987303.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -987338.375000 Penalty: 4475.191895
	Iteration 35Q: 3 clusters Score -987338.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -987357.000000 Penalty: 4475.191895
	Iteration 36Q: 3 clusters Score -987357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -987366.687500 Penalty: 4475.191895
	Iteration 37Q: 3 clusters Score -987366.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -987384.250000 Penalty: 4475.191895
	Iteration 38Q: 3 clusters Score -987384.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -987398.625000 Penalty: 4475.191895
	Iteration 39Q: 3 clusters Score -987398.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -987414.875000 Penalty: 4475.191895
	Iteration 40F: 3 clusters Score -987414.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -987419.000000 Penalty: 4475.191895
	Iteration 41Q: 3 clusters Score -987419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -987425.437500 Penalty: 4475.191895
	Iteration 42Q: 3 clusters Score -987425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -987430.875000 Penalty: 4475.191895
	Iteration 43Q: 3 clusters Score -987430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -987434.625000 Penalty: 4475.191895
	Iteration 44Q: 3 clusters Score -987434.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -987441.875000 Penalty: 4475.191895
	Iteration 45Q: 3 clusters Score -987441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -987443.250000 Penalty: 4475.191895
	Iteration 46Q: 3 clusters Score -987443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -987444.750000 Penalty: 4475.191895
	Iteration 47Q: 3 clusters Score -987444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -987447.625000 Penalty: 4475.191895
	Iteration 48Q: 3 clusters Score -987447.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -987450.500000 Penalty: 4475.191895
	Iteration 49Q: 3 clusters Score -987450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -987453.750000 Penalty: 4475.191895
	Iteration 50Q: 3 clusters Score -987453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -987454.437500 Penalty: 4475.191895
	Iteration 51Q: 3 clusters Score -987454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -987456.937500 Penalty: 4475.191895
	Iteration 52Q: 3 clusters Score -987456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -987458.312500 Penalty: 4475.191895
	Iteration 53Q: 3 clusters Score -987458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -987458.312500 Penalty: 4475.191895
	Iteration 54F: 3 clusters Score -987458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Entering Unmasked Estep 
Score: -1135805.375000 Penalty: 2275.867920
	Iteration 0F: 2 clusters Score -1135805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1128369.625000 Penalty: 4551.735840
	Iteration 0F: 3 clusters Score -1128370 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1130447.500000 Penalty: 4551.735840
	Iteration 1F: 3 clusters Score -1130448 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1130755.500000 Penalty: 4551.735840
	Iteration 2F: 3 clusters Score -1130756 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1130988.625000 Penalty: 4551.735840
	Iteration 3F: 3 clusters Score -1130989 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1131155.375000 Penalty: 4551.735840
	Iteration 4Q: 3 clusters Score -1131155 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1131264.000000 Penalty: 4551.735840
	Iteration 5Q: 3 clusters Score -1131264 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1131346.875000 Penalty: 4551.735840
	Iteration 6Q: 3 clusters Score -1131347 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1131410.250000 Penalty: 4551.735840
	Iteration 7Q: 3 clusters Score -1131410 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1131465.750000 Penalty: 4551.735840
	Iteration 8Q: 3 clusters Score -1131466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1131519.000000 Penalty: 4551.735840
	Iteration 9Q: 3 clusters Score -1131519 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1131562.625000 Penalty: 4551.735840
	Iteration 10Q: 3 clusters Score -1131563 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1131616.125000 Penalty: 4551.735840
	Iteration 11Q: 3 clusters Score -1131616 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1131670.125000 Penalty: 4551.735840
	Iteration 12Q: 3 clusters Score -1131670 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1131729.625000 Penalty: 4551.735840
	Iteration 13Q: 3 clusters Score -1131730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1131786.875000 Penalty: 4551.735840
	Iteration 14Q: 3 clusters Score -1131787 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1131856.875000 Penalty: 4551.735840
	Iteration 15Q: 3 clusters Score -1131857 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1131940.750000 Penalty: 4551.735840
	Iteration 16Q: 3 clusters Score -1131941 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1132044.250000 Penalty: 4551.735840
	Iteration 17Q: 3 clusters Score -1132044 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1132208.750000 Penalty: 4551.735840
	Iteration 18Q: 3 clusters Score -1132209 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1132426.000000 Penalty: 4551.735840
	Iteration 19Q: 3 clusters Score -1132426 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1132697.000000 Penalty: 4551.735840
	Iteration 20F: 3 clusters Score -1132697 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1133002.250000 Penalty: 4551.735840
	Iteration 21Q: 3 clusters Score -1133002 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1133321.250000 Penalty: 4551.735840
	Iteration 22Q: 3 clusters Score -1133321 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1133606.625000 Penalty: 4551.735840
	Iteration 23Q: 3 clusters Score -1133607 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1133890.125000 Penalty: 4551.735840
	Iteration 24Q: 3 clusters Score -1133890 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1134072.375000 Penalty: 4551.735840
	Iteration 25Q: 3 clusters Score -1134072 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1134202.125000 Penalty: 4551.735840
	Iteration 26Q: 3 clusters Score -1134202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1134277.250000 Penalty: 4551.735840
	Iteration 27Q: 3 clusters Score -1134277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1134331.375000 Penalty: 4551.735840
	Iteration 28Q: 3 clusters Score -1134331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1134370.875000 Penalty: 4551.735840
	Iteration 29Q: 3 clusters Score -1134371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1134391.000000 Penalty: 4551.735840
	Iteration 30Q: 3 clusters Score -1134391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1134405.250000 Penalty: 4551.735840
	Iteration 31Q: 3 clusters Score -1134405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1134415.375000 Penalty: 4551.735840
	Iteration 32Q: 3 clusters Score -1134415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1134417.250000 Penalty: 4551.735840
	Iteration 33Q: 3 clusters Score -1134417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1134418.250000 Penalty: 4551.735840
	Iteration 34Q: 3 clusters Score -1134418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1134422.250000 Penalty: 4551.735840
	Iteration 35Q: 3 clusters Score -1134422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1134422.250000 Penalty: 4551.735840
	Iteration 36Q: 3 clusters Score -1134422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1134425.625000 Penalty: 4551.735840
	Iteration 37Q: 3 clusters Score -1134426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1134430.750000 Penalty: 4551.735840
	Iteration 38Q: 3 clusters Score -1134431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1134434.250000 Penalty: 4551.735840
	Iteration 39Q: 3 clusters Score -1134434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1134454.750000 Penalty: 4551.735840
	Iteration 40F: 3 clusters Score -1134455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1134468.125000 Penalty: 4551.735840
	Iteration 41Q: 3 clusters Score -1134468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1134469.500000 Penalty: 4551.735840
	Iteration 42Q: 3 clusters Score -1134470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1134469.500000 Penalty: 4551.735840
	Iteration 43F: 3 clusters Score -1134470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Entering Unmasked Estep 
Score: -2496849.000000 Penalty: 2461.121826
	Iteration 0F: 2 clusters Score -2496849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2482543.000000 Penalty: 4922.243652
	Iteration 0F: 3 clusters Score -2482543 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2487278.500000 Penalty: 4922.243652
	Iteration 1F: 3 clusters Score -2487278 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2487866.250000 Penalty: 4922.243652
	Iteration 2F: 3 clusters Score -2487866 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2488471.750000 Penalty: 4922.243652
	Iteration 3F: 3 clusters Score -2488472 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2489305.250000 Penalty: 4922.243652
	Iteration 4F: 3 clusters Score -2489305 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2490325.000000 Penalty: 4922.243652
	Iteration 5F: 3 clusters Score -2490325 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2491384.500000 Penalty: 4922.243652
	Iteration 6F: 3 clusters Score -2491384 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2492239.250000 Penalty: 4922.243652
	Iteration 7F: 3 clusters Score -2492239 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2492887.750000 Penalty: 4922.243652
	Iteration 8F: 3 clusters Score -2492888 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2493328.250000 Penalty: 4922.243652
	Iteration 9Q: 3 clusters Score -2493328 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2493666.000000 Penalty: 4922.243652
	Iteration 10Q: 3 clusters Score -2493666 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2493898.750000 Penalty: 4922.243652
	Iteration 11Q: 3 clusters Score -2493899 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2494103.500000 Penalty: 4922.243652
	Iteration 12Q: 3 clusters Score -2494104 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2494284.500000 Penalty: 4922.243652
	Iteration 13Q: 3 clusters Score -2494284 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2494441.500000 Penalty: 4922.243652
	Iteration 14Q: 3 clusters Score -2494442 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2494567.750000 Penalty: 4922.243652
	Iteration 15Q: 3 clusters Score -2494568 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2494679.500000 Penalty: 4922.243652
	Iteration 16Q: 3 clusters Score -2494680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2494755.250000 Penalty: 4922.243652
	Iteration 17Q: 3 clusters Score -2494755 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2494820.750000 Penalty: 4922.243652
	Iteration 18Q: 3 clusters Score -2494821 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2494885.000000 Penalty: 4922.243652
	Iteration 19Q: 3 clusters Score -2494885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2494922.000000 Penalty: 4922.243652
	Iteration 20F: 3 clusters Score -2494922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2494959.750000 Penalty: 4922.243652
	Iteration 21Q: 3 clusters Score -2494960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2494984.000000 Penalty: 4922.243652
	Iteration 22Q: 3 clusters Score -2494984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2495004.750000 Penalty: 4922.243652
	Iteration 23Q: 3 clusters Score -2495005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2495025.250000 Penalty: 4922.243652
	Iteration 24Q: 3 clusters Score -2495025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2495038.500000 Penalty: 4922.243652
	Iteration 25Q: 3 clusters Score -2495038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2495039.000000 Penalty: 4922.243652
	Iteration 26Q: 3 clusters Score -2495039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2495044.250000 Penalty: 4922.243652
	Iteration 27Q: 3 clusters Score -2495044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2495043.250000 Penalty: 4922.243652
	Iteration 28Q: 3 clusters Score -2495043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2495044.000000 Penalty: 4922.243652
	Iteration 29Q: 3 clusters Score -2495044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2495050.000000 Penalty: 4922.243652
	Iteration 30Q: 3 clusters Score -2495050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2495053.000000 Penalty: 4922.243652
	Iteration 31Q: 3 clusters Score -2495053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2495060.000000 Penalty: 4922.243652
	Iteration 32Q: 3 clusters Score -2495060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2495063.750000 Penalty: 4922.243652
	Iteration 33Q: 3 clusters Score -2495064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2495068.750000 Penalty: 4922.243652
	Iteration 34Q: 3 clusters Score -2495069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2495068.000000 Penalty: 4922.243652
	Iteration 35Q: 3 clusters Score -2495068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2495071.500000 Penalty: 4922.243652
	Iteration 36Q: 3 clusters Score -2495072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2495070.500000 Penalty: 4922.243652
	Iteration 37Q: 3 clusters Score -2495070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2495075.500000 Penalty: 4922.243652
	Iteration 38Q: 3 clusters Score -2495076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2495071.000000 Penalty: 4922.243652
	Iteration 39Q: 3 clusters Score -2495071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2495072.750000 Penalty: 4922.243652
	Iteration 40F: 3 clusters Score -2495073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2495073.750000 Penalty: 4922.243652
	Iteration 41Q: 3 clusters Score -2495074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2495073.250000 Penalty: 4922.243652
	Iteration 42Q: 3 clusters Score -2495073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2495074.500000 Penalty: 4922.243652
	Iteration 43Q: 3 clusters Score -2495074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2495078.750000 Penalty: 4922.243652
	Iteration 44Q: 3 clusters Score -2495079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2495078.750000 Penalty: 4922.243652
	Iteration 45F: 3 clusters Score -2495079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -617839.875000 Penalty: 2131.074463
	Iteration 0F: 2 clusters Score -617839.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -613146.875000 Penalty: 4262.148926
	Iteration 0F: 3 clusters Score -613146.9 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -614629.375000 Penalty: 4262.148926
	Iteration 1F: 3 clusters Score -614629.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -615093.937500 Penalty: 4262.148926
	Iteration 2F: 3 clusters Score -615093.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -615422.437500 Penalty: 4262.148926
	Iteration 3F: 3 clusters Score -615422.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -615761.250000 Penalty: 4262.148926
	Iteration 4F: 3 clusters Score -615761.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -616047.875000 Penalty: 4262.148926
	Iteration 5F: 3 clusters Score -616047.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -616280.062500 Penalty: 4262.148926
	Iteration 6Q: 3 clusters Score -616280.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -616458.312500 Penalty: 4262.148926
	Iteration 7Q: 3 clusters Score -616458.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -616569.875000 Penalty: 4262.148926
	Iteration 8Q: 3 clusters Score -616569.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -616640.687500 Penalty: 4262.148926
	Iteration 9Q: 3 clusters Score -616640.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -616674.250000 Penalty: 4262.148926
	Iteration 10Q: 3 clusters Score -616674.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -616701.937500 Penalty: 4262.148926
	Iteration 11Q: 3 clusters Score -616701.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -616723.437500 Penalty: 4262.148926
	Iteration 12Q: 3 clusters Score -616723.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -616736.750000 Penalty: 4262.148926
	Iteration 13Q: 3 clusters Score -616736.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -616743.437500 Penalty: 4262.148926
	Iteration 14Q: 3 clusters Score -616743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -616747.250000 Penalty: 4262.148926
	Iteration 15Q: 3 clusters Score -616747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -616751.625000 Penalty: 4262.148926
	Iteration 16Q: 3 clusters Score -616751.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -616757.437500 Penalty: 4262.148926
	Iteration 17Q: 3 clusters Score -616757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -616758.312500 Penalty: 4262.148926
	Iteration 18Q: 3 clusters Score -616758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -616763.125000 Penalty: 4262.148926
	Iteration 19Q: 3 clusters Score -616763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -616765.812500 Penalty: 4262.148926
	Iteration 20F: 3 clusters Score -616765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -616767.875000 Penalty: 4262.148926
	Iteration 21Q: 3 clusters Score -616767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -616770.687500 Penalty: 4262.148926
	Iteration 22Q: 3 clusters Score -616770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -616770.625000 Penalty: 4262.148926
	Iteration 23Q: 3 clusters Score -616770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -616773.187500 Penalty: 4262.148926
	Iteration 24Q: 3 clusters Score -616773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -616774.125000 Penalty: 4262.148926
	Iteration 25Q: 3 clusters Score -616774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -616774.187500 Penalty: 4262.148926
	Iteration 26Q: 3 clusters Score -616774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -616775.125000 Penalty: 4262.148926
	Iteration 27Q: 3 clusters Score -616775.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -616775.125000 Penalty: 4262.148926
	Iteration 28F: 3 clusters Score -616775.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1764624.625000 Penalty: 2374.682129
	Iteration 0F: 2 clusters Score -1764625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1754103.125000 Penalty: 4749.364258
	Iteration 0F: 3 clusters Score -1754103 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1757266.500000 Penalty: 4749.364258
	Iteration 1F: 3 clusters Score -1757266 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1757663.625000 Penalty: 4749.364258
	Iteration 2F: 3 clusters Score -1757664 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1757994.250000 Penalty: 4749.364258
	Iteration 3F: 3 clusters Score -1757994 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1758287.000000 Penalty: 4749.364258
	Iteration 4Q: 3 clusters Score -1758287 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1758528.250000 Penalty: 4749.364258
	Iteration 5Q: 3 clusters Score -1758528 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1758760.500000 Penalty: 4749.364258
	Iteration 6Q: 3 clusters Score -1758760 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1758992.250000 Penalty: 4749.364258
	Iteration 7Q: 3 clusters Score -1758992 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1759218.500000 Penalty: 4749.364258
	Iteration 8Q: 3 clusters Score -1759218 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1759433.375000 Penalty: 4749.364258
	Iteration 9Q: 3 clusters Score -1759433 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1759658.500000 Penalty: 4749.364258
	Iteration 10Q: 3 clusters Score -1759658 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1759946.250000 Penalty: 4749.364258
	Iteration 11Q: 3 clusters Score -1759946 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1760270.625000 Penalty: 4749.364258
	Iteration 12Q: 3 clusters Score -1760271 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1760617.000000 Penalty: 4749.364258
	Iteration 13Q: 3 clusters Score -1760617 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1760950.000000 Penalty: 4749.364258
	Iteration 14Q: 3 clusters Score -1760950 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1761248.875000 Penalty: 4749.364258
	Iteration 15Q: 3 clusters Score -1761249 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1761502.750000 Penalty: 4749.364258
	Iteration 16Q: 3 clusters Score -1761503 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1761720.000000 Penalty: 4749.364258
	Iteration 17Q: 3 clusters Score -1761720 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1761849.500000 Penalty: 4749.364258
	Iteration 18Q: 3 clusters Score -1761850 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1761958.500000 Penalty: 4749.364258
	Iteration 19Q: 3 clusters Score -1761958 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1762043.250000 Penalty: 4749.364258
	Iteration 20F: 3 clusters Score -1762043 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1762120.625000 Penalty: 4749.364258
	Iteration 21Q: 3 clusters Score -1762121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1762192.250000 Penalty: 4749.364258
	Iteration 22Q: 3 clusters Score -1762192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1762251.250000 Penalty: 4749.364258
	Iteration 23Q: 3 clusters Score -1762251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1762291.875000 Penalty: 4749.364258
	Iteration 24Q: 3 clusters Score -1762292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1762332.250000 Penalty: 4749.364258
	Iteration 25Q: 3 clusters Score -1762332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1762369.375000 Penalty: 4749.364258
	Iteration 26Q: 3 clusters Score -1762369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1762392.250000 Penalty: 4749.364258
	Iteration 27Q: 3 clusters Score -1762392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1762413.750000 Penalty: 4749.364258
	Iteration 28Q: 3 clusters Score -1762414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1762433.000000 Penalty: 4749.364258
	Iteration 29Q: 3 clusters Score -1762433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1762454.000000 Penalty: 4749.364258
	Iteration 30Q: 3 clusters Score -1762454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1762464.250000 Penalty: 4749.364258
	Iteration 31Q: 3 clusters Score -1762464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1762472.750000 Penalty: 4749.364258
	Iteration 32Q: 3 clusters Score -1762473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1762480.375000 Penalty: 4749.364258
	Iteration 33Q: 3 clusters Score -1762480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1762486.250000 Penalty: 4749.364258
	Iteration 34Q: 3 clusters Score -1762486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1762492.750000 Penalty: 4749.364258
	Iteration 35Q: 3 clusters Score -1762493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1762504.125000 Penalty: 4749.364258
	Iteration 36Q: 3 clusters Score -1762504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1762507.875000 Penalty: 4749.364258
	Iteration 37Q: 3 clusters Score -1762508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1762514.000000 Penalty: 4749.364258
	Iteration 38Q: 3 clusters Score -1762514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1762516.625000 Penalty: 4749.364258
	Iteration 39Q: 3 clusters Score -1762517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1762522.000000 Penalty: 4749.364258
	Iteration 40F: 3 clusters Score -1762522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1762527.875000 Penalty: 4749.364258
	Iteration 41Q: 3 clusters Score -1762528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1762530.500000 Penalty: 4749.364258
	Iteration 42Q: 3 clusters Score -1762530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1762532.750000 Penalty: 4749.364258
	Iteration 43Q: 3 clusters Score -1762533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1762535.500000 Penalty: 4749.364258
	Iteration 44Q: 3 clusters Score -1762536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1762536.875000 Penalty: 4749.364258
	Iteration 45Q: 3 clusters Score -1762537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1762537.250000 Penalty: 4749.364258
	Iteration 46Q: 3 clusters Score -1762537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1762538.125000 Penalty: 4749.364258
	Iteration 47Q: 3 clusters Score -1762538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1762537.375000 Penalty: 4749.364258
	Iteration 48Q: 3 clusters Score -1762537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1762537.375000 Penalty: 4749.364258
	Iteration 49F: 3 clusters Score -1762537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Entering Unmasked Estep 
Score: -6730642.000000 Penalty: 2705.608154
	Iteration 0F: 2 clusters Score -6730642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -6693827.000000 Penalty: 5411.216309
	Iteration 0F: 3 clusters Score -6693827 nChanged 25404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -6708073.000000 Penalty: 5411.216309
	Iteration 1F: 3 clusters Score -6708073 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -6708675.500000 Penalty: 5411.216309
	Iteration 2Q: 3 clusters Score -6708676 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -6709256.500000 Penalty: 5411.216309
	Iteration 3Q: 3 clusters Score -6709256 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -6709895.500000 Penalty: 5411.216309
	Iteration 4Q: 3 clusters Score -6709896 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -6710856.000000 Penalty: 5411.216309
	Iteration 5Q: 3 clusters Score -6710856 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -6712023.000000 Penalty: 5411.216309
	Iteration 6F: 3 clusters Score -6712023 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -6713623.500000 Penalty: 5411.216309
	Iteration 7F: 3 clusters Score -6713624 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -6715601.000000 Penalty: 5411.216309
	Iteration 8F: 3 clusters Score -6715601 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -6717955.000000 Penalty: 5411.216309
	Iteration 9F: 3 clusters Score -6717955 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -6720388.000000 Penalty: 5411.216309
	Iteration 10F: 3 clusters Score -6720388 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -6722777.500000 Penalty: 5411.216309
	Iteration 11F: 3 clusters Score -6722778 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6724915.500000 Penalty: 5411.216309
	Iteration 12Q: 3 clusters Score -6724916 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -6726397.500000 Penalty: 5411.216309
	Iteration 13Q: 3 clusters Score -6726398 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -6727320.500000 Penalty: 5411.216309
	Iteration 14Q: 3 clusters Score -6727320 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -6727802.500000 Penalty: 5411.216309
	Iteration 15Q: 3 clusters Score -6727802 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -6728033.500000 Penalty: 5411.216309
	Iteration 16Q: 3 clusters Score -6728034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -6728156.500000 Penalty: 5411.216309
	Iteration 17Q: 3 clusters Score -6728156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -6728232.500000 Penalty: 5411.216309
	Iteration 18Q: 3 clusters Score -6728232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -6728269.000000 Penalty: 5411.216309
	Iteration 19Q: 3 clusters Score -6728269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -6728288.500000 Penalty: 5411.216309
	Iteration 20F: 3 clusters Score -6728288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6728303.500000 Penalty: 5411.216309
	Iteration 21Q: 3 clusters Score -6728304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -6728318.000000 Penalty: 5411.216309
	Iteration 22Q: 3 clusters Score -6728318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -6728317.000000 Penalty: 5411.216309
	Iteration 23Q: 3 clusters Score -6728317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6728318.500000 Penalty: 5411.216309
	Iteration 24Q: 3 clusters Score -6728318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -6728319.000000 Penalty: 5411.216309
	Iteration 25Q: 3 clusters Score -6728319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -6728323.000000 Penalty: 5411.216309
	Iteration 26Q: 3 clusters Score -6728323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6728331.500000 Penalty: 5411.216309
	Iteration 27Q: 3 clusters Score -6728332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -6728334.000000 Penalty: 5411.216309
	Iteration 28Q: 3 clusters Score -6728334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -6728333.500000 Penalty: 5411.216309
	Iteration 29Q: 3 clusters Score -6728334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -6728333.500000 Penalty: 5411.216309
	Iteration 30F: 3 clusters Score -6728334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -676624.000000 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -676624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -671776.437500 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -671776.4 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -672969.500000 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -672969.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -673176.750000 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -673176.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -673315.875000 Penalty: 4275.037598
	Iteration 3F: 3 clusters Score -673315.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -673401.312500 Penalty: 4275.037598
	Iteration 4Q: 3 clusters Score -673401.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -673467.812500 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -673467.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -673520.062500 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -673520.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -673553.937500 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -673553.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -673583.187500 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -673583.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -673611.500000 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -673611.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -673647.750000 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -673647.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -673681.000000 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -673681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -673701.812500 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -673701.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -673720.687500 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -673720.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -673737.937500 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -673737.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -673760.625000 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -673760.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -673784.500000 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -673784.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -673802.937500 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -673802.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -673822.687500 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -673822.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -673851.500000 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -673851.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -673889.125000 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -673889.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -673919.437500 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -673919.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -673943.875000 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -673943.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -673971.312500 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -673971.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -674004.437500 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -674004.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -674042.062500 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -674042.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -674081.625000 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -674081.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -674128.937500 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -674128.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -674172.062500 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -674172.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -674214.375000 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -674214.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -674272.500000 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -674272.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -674331.375000 Penalty: 4275.037598
	Iteration 31Q: 3 clusters Score -674331.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -674389.562500 Penalty: 4275.037598
	Iteration 32Q: 3 clusters Score -674389.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -674452.000000 Penalty: 4275.037598
	Iteration 33Q: 3 clusters Score -674452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -674493.437500 Penalty: 4275.037598
	Iteration 34Q: 3 clusters Score -674493.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -674525.750000 Penalty: 4275.037598
	Iteration 35Q: 3 clusters Score -674525.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -674559.625000 Penalty: 4275.037598
	Iteration 36Q: 3 clusters Score -674559.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -674591.187500 Penalty: 4275.037598
	Iteration 37Q: 3 clusters Score -674591.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -674613.250000 Penalty: 4275.037598
	Iteration 38Q: 3 clusters Score -674613.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -674630.437500 Penalty: 4275.037598
	Iteration 39Q: 3 clusters Score -674630.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -674646.812500 Penalty: 4275.037598
	Iteration 40F: 3 clusters Score -674646.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -674659.187500 Penalty: 4275.037598
	Iteration 41Q: 3 clusters Score -674659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -674670.437500 Penalty: 4275.037598
	Iteration 42Q: 3 clusters Score -674670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -674677.125000 Penalty: 4275.037598
	Iteration 43Q: 3 clusters Score -674677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -674687.187500 Penalty: 4275.037598
	Iteration 44Q: 3 clusters Score -674687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -674694.750000 Penalty: 4275.037598
	Iteration 45Q: 3 clusters Score -674694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -674701.250000 Penalty: 4275.037598
	Iteration 46Q: 3 clusters Score -674701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -674704.125000 Penalty: 4275.037598
	Iteration 47Q: 3 clusters Score -674704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -674705.500000 Penalty: 4275.037598
	Iteration 48Q: 3 clusters Score -674705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -674709.000000 Penalty: 4275.037598
	Iteration 49Q: 3 clusters Score -674709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -674716.375000 Penalty: 4275.037598
	Iteration 50Q: 3 clusters Score -674716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -674725.875000 Penalty: 4275.037598
	Iteration 51Q: 3 clusters Score -674725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -674732.062500 Penalty: 4275.037598
	Iteration 52Q: 3 clusters Score -674732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -674738.625000 Penalty: 4275.037598
	Iteration 53Q: 3 clusters Score -674738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -674747.562500 Penalty: 4275.037598
	Iteration 54Q: 3 clusters Score -674747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -674753.937500 Penalty: 4275.037598
	Iteration 55Q: 3 clusters Score -674753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -674755.125000 Penalty: 4275.037598
	Iteration 56Q: 3 clusters Score -674755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -674755.125000 Penalty: 4275.037598
	Iteration 57F: 3 clusters Score -674755.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170377 members 
Entering Unmasked Estep 
Score: -21158094.000000 Penalty: 2987.350586
	Iteration 0F: 2 clusters Score -2.115809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -21045338.000000 Penalty: 5974.701172
	Iteration 0F: 3 clusters Score -2.104534e+07 nChanged 81570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -21093970.000000 Penalty: 5974.701172
	Iteration 1F: 3 clusters Score -2.109397e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -21096084.000000 Penalty: 5974.701172
	Iteration 2Q: 3 clusters Score -2.109608e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -21100044.000000 Penalty: 5974.701172
	Iteration 3Q: 3 clusters Score -2.110004e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -21106300.000000 Penalty: 5974.701172
	Iteration 4F: 3 clusters Score -2.11063e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -21115110.000000 Penalty: 5974.701172
	Iteration 5F: 3 clusters Score -2.111511e+07 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -21125724.000000 Penalty: 5974.701172
	Iteration 6F: 3 clusters Score -2.112572e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146152 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -21136282.000000 Penalty: 5974.701172
	Iteration 7F: 3 clusters Score -2.113628e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -21144348.000000 Penalty: 5974.701172
	Iteration 8F: 3 clusters Score -2.114435e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162293 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -21149622.000000 Penalty: 5974.701172
	Iteration 9Q: 3 clusters Score -2.114962e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166112 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -21152504.000000 Penalty: 5974.701172
	Iteration 10Q: 3 clusters Score -2.11525e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168177 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21154016.000000 Penalty: 5974.701172
	Iteration 11Q: 3 clusters Score -2.115402e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169136 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -21154668.000000 Penalty: 5974.701172
	Iteration 12Q: 3 clusters Score -2.115467e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21155024.000000 Penalty: 5974.701172
	Iteration 13Q: 3 clusters Score -2.115502e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21155188.000000 Penalty: 5974.701172
	Iteration 14Q: 3 clusters Score -2.115519e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21155290.000000 Penalty: 5974.701172
	Iteration 15Q: 3 clusters Score -2.115529e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21155360.000000 Penalty: 5974.701172
	Iteration 16Q: 3 clusters Score -2.115536e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169936 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21155426.000000 Penalty: 5974.701172
	Iteration 17Q: 3 clusters Score -2.115543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21155438.000000 Penalty: 5974.701172
	Iteration 18Q: 3 clusters Score -2.115544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169971 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21155446.000000 Penalty: 5974.701172
	Iteration 19Q: 3 clusters Score -2.115545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21155458.000000 Penalty: 5974.701172
	Iteration 20F: 3 clusters Score -2.115546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21155474.000000 Penalty: 5974.701172
	Iteration 21Q: 3 clusters Score -2.115547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21155506.000000 Penalty: 5974.701172
	Iteration 22Q: 3 clusters Score -2.115551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169980 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21155496.000000 Penalty: 5974.701172
	Iteration 23Q: 3 clusters Score -2.11555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -21155510.000000 Penalty: 5974.701172
	Iteration 24Q: 3 clusters Score -2.115551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -21155510.000000 Penalty: 5974.701172
	Iteration 25F: 3 clusters Score -2.115551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Entering Unmasked Estep 
Score: -21348180.000000 Penalty: 2988.833740
	Iteration 0F: 2 clusters Score -2.134818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -21235816.000000 Penalty: 5977.667480
	Iteration 0F: 3 clusters Score -2.123582e+07 nChanged 82105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -21283808.000000 Penalty: 5977.667480
	Iteration 1F: 3 clusters Score -2.128381e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -21284620.000000 Penalty: 5977.667480
	Iteration 2Q: 3 clusters Score -2.128462e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 85375 members 
Entering Unmasked Estep 
Score: -21285526.000000 Penalty: 5977.667480
	Iteration 3Q: 3 clusters Score -2.128553e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -21286564.000000 Penalty: 5977.667480
	Iteration 4Q: 3 clusters Score -2.128656e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -21287732.000000 Penalty: 5977.667480
	Iteration 5Q: 3 clusters Score -2.128773e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -21289160.000000 Penalty: 5977.667480
	Iteration 6Q: 3 clusters Score -2.128916e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -21291128.000000 Penalty: 5977.667480
	Iteration 7Q: 3 clusters Score -2.129113e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -21294326.000000 Penalty: 5977.667480
	Iteration 8Q: 3 clusters Score -2.129433e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -21299136.000000 Penalty: 5977.667480
	Iteration 9Q: 3 clusters Score -2.129914e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -21305920.000000 Penalty: 5977.667480
	Iteration 10F: 3 clusters Score -2.130592e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -21312868.000000 Penalty: 5977.667480
	Iteration 11F: 3 clusters Score -2.131287e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104463 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -21317410.000000 Penalty: 5977.667480
	Iteration 12F: 3 clusters Score -2.131741e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -21319216.000000 Penalty: 5977.667480
	Iteration 13Q: 3 clusters Score -2.131922e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -21320104.000000 Penalty: 5977.667480
	Iteration 14Q: 3 clusters Score -2.13201e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -21320844.000000 Penalty: 5977.667480
	Iteration 15Q: 3 clusters Score -2.132084e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -21321606.000000 Penalty: 5977.667480
	Iteration 16Q: 3 clusters Score -2.132161e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115724 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -21322402.000000 Penalty: 5977.667480
	Iteration 17Q: 3 clusters Score -2.13224e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118385 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -21323342.000000 Penalty: 5977.667480
	Iteration 18Q: 3 clusters Score -2.132334e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121242 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -21324430.000000 Penalty: 5977.667480
	Iteration 19Q: 3 clusters Score -2.132443e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124230 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -21325520.000000 Penalty: 5977.667480
	Iteration 20F: 3 clusters Score -2.132552e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -21326612.000000 Penalty: 5977.667480
	Iteration 21Q: 3 clusters Score -2.132661e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130318 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -21327856.000000 Penalty: 5977.667480
	Iteration 22Q: 3 clusters Score -2.132786e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133463 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -21329208.000000 Penalty: 5977.667480
	Iteration 23Q: 3 clusters Score -2.132921e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -21330466.000000 Penalty: 5977.667480
	Iteration 24Q: 3 clusters Score -2.133047e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139883 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -21331844.000000 Penalty: 5977.667480
	Iteration 25Q: 3 clusters Score -2.133184e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143028 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -21333192.000000 Penalty: 5977.667480
	Iteration 26Q: 3 clusters Score -2.133319e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146151 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -21334454.000000 Penalty: 5977.667480
	Iteration 27Q: 3 clusters Score -2.133445e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149168 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -21335754.000000 Penalty: 5977.667480
	Iteration 28Q: 3 clusters Score -2.133575e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -21336792.000000 Penalty: 5977.667480
	Iteration 29Q: 3 clusters Score -2.133679e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154868 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -21337880.000000 Penalty: 5977.667480
	Iteration 30Q: 3 clusters Score -2.133788e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -21339026.000000 Penalty: 5977.667480
	Iteration 31Q: 3 clusters Score -2.133903e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -21340252.000000 Penalty: 5977.667480
	Iteration 32Q: 3 clusters Score -2.134025e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -21341366.000000 Penalty: 5977.667480
	Iteration 33Q: 3 clusters Score -2.134137e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -21342324.000000 Penalty: 5977.667480
	Iteration 34Q: 3 clusters Score -2.134232e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -21343216.000000 Penalty: 5977.667480
	Iteration 35Q: 3 clusters Score -2.134322e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167143 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -21343816.000000 Penalty: 5977.667480
	Iteration 36Q: 3 clusters Score -2.134382e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168153 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -21344478.000000 Penalty: 5977.667480
	Iteration 37Q: 3 clusters Score -2.134448e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168872 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21344892.000000 Penalty: 5977.667480
	Iteration 38Q: 3 clusters Score -2.134489e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21345142.000000 Penalty: 5977.667480
	Iteration 39Q: 3 clusters Score -2.134514e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21345272.000000 Penalty: 5977.667480
	Iteration 40F: 3 clusters Score -2.134527e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21345356.000000 Penalty: 5977.667480
	Iteration 41Q: 3 clusters Score -2.134536e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21345424.000000 Penalty: 5977.667480
	Iteration 42Q: 3 clusters Score -2.134542e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170228 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21345522.000000 Penalty: 5977.667480
	Iteration 43Q: 3 clusters Score -2.134552e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170312 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -21345560.000000 Penalty: 5977.667480
	Iteration 44Q: 3 clusters Score -2.134556e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -21345590.000000 Penalty: 5977.667480
	Iteration 45Q: 3 clusters Score -2.134559e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170425 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21345658.000000 Penalty: 5977.667480
	Iteration 46Q: 3 clusters Score -2.134566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21345636.000000 Penalty: 5977.667480
	Iteration 47Q: 3 clusters Score -2.134564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21345674.000000 Penalty: 5977.667480
	Iteration 48Q: 3 clusters Score -2.134567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170517 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -21345674.000000 Penalty: 5977.667480
	Iteration 49Q: 3 clusters Score -2.134567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170536 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21345682.000000 Penalty: 5977.667480
	Iteration 50Q: 3 clusters Score -2.134568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170554 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -21345672.000000 Penalty: 5977.667480
	Iteration 51Q: 3 clusters Score -2.134567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21345686.000000 Penalty: 5977.667480
	Iteration 52Q: 3 clusters Score -2.134569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -21345682.000000 Penalty: 5977.667480
	Iteration 53Q: 3 clusters Score -2.134568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21345712.000000 Penalty: 5977.667480
	Iteration 54Q: 3 clusters Score -2.134571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170602 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -21345732.000000 Penalty: 5977.667480
	Iteration 55Q: 3 clusters Score -2.134573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170611 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21345732.000000 Penalty: 5977.667480
	Iteration 56Q: 3 clusters Score -2.134573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170616 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21345720.000000 Penalty: 5977.667480
	Iteration 57Q: 3 clusters Score -2.134572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21345720.000000 Penalty: 5977.667480
	Iteration 58Q: 3 clusters Score -2.134572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -21345744.000000 Penalty: 5977.667480
	Iteration 59Q: 3 clusters Score -2.134574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21345750.000000 Penalty: 5977.667480
	Iteration 60F: 3 clusters Score -2.134575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170640 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21345734.000000 Penalty: 5977.667480
	Iteration 61Q: 3 clusters Score -2.134573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170645 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21345732.000000 Penalty: 5977.667480
	Iteration 62Q: 3 clusters Score -2.134573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21345744.000000 Penalty: 5977.667480
	Iteration 63Q: 3 clusters Score -2.134574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21345748.000000 Penalty: 5977.667480
	Iteration 64Q: 3 clusters Score -2.134575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21345748.000000 Penalty: 5977.667480
	Iteration 65F: 3 clusters Score -2.134575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Entering Unmasked Estep 
Score: -4305074.500000 Penalty: 2603.264648
	Iteration 0F: 2 clusters Score -4305074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4280425.000000 Penalty: 5206.529297
	Iteration 0F: 3 clusters Score -4280425 nChanged 16545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4289414.000000 Penalty: 5206.529297
	Iteration 1F: 3 clusters Score -4289414 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -4289940.000000 Penalty: 5206.529297
	Iteration 2Q: 3 clusters Score -4289940 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4290360.500000 Penalty: 5206.529297
	Iteration 3Q: 3 clusters Score -4290360 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4290826.000000 Penalty: 5206.529297
	Iteration 4Q: 3 clusters Score -4290826 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4291276.500000 Penalty: 5206.529297
	Iteration 5Q: 3 clusters Score -4291276 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4291800.000000 Penalty: 5206.529297
	Iteration 6Q: 3 clusters Score -4291800 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -4292409.000000 Penalty: 5206.529297
	Iteration 7Q: 3 clusters Score -4292409 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4293129.000000 Penalty: 5206.529297
	Iteration 8Q: 3 clusters Score -4293129 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -4294104.500000 Penalty: 5206.529297
	Iteration 9Q: 3 clusters Score -4294104 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4295407.500000 Penalty: 5206.529297
	Iteration 10F: 3 clusters Score -4295408 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4296993.500000 Penalty: 5206.529297
	Iteration 11F: 3 clusters Score -4296994 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4298663.500000 Penalty: 5206.529297
	Iteration 12F: 3 clusters Score -4298664 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4300193.000000 Penalty: 5206.529297
	Iteration 13F: 3 clusters Score -4300193 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4301258.500000 Penalty: 5206.529297
	Iteration 14Q: 3 clusters Score -4301258 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4301990.500000 Penalty: 5206.529297
	Iteration 15Q: 3 clusters Score -4301990 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4302386.000000 Penalty: 5206.529297
	Iteration 16Q: 3 clusters Score -4302386 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4302603.000000 Penalty: 5206.529297
	Iteration 17Q: 3 clusters Score -4302603 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4302739.500000 Penalty: 5206.529297
	Iteration 18Q: 3 clusters Score -4302740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4302809.500000 Penalty: 5206.529297
	Iteration 19Q: 3 clusters Score -4302810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4302848.500000 Penalty: 5206.529297
	Iteration 20F: 3 clusters Score -4302848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4302883.000000 Penalty: 5206.529297
	Iteration 21Q: 3 clusters Score -4302883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4302901.500000 Penalty: 5206.529297
	Iteration 22Q: 3 clusters Score -4302902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4302912.500000 Penalty: 5206.529297
	Iteration 23Q: 3 clusters Score -4302912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4302921.500000 Penalty: 5206.529297
	Iteration 24Q: 3 clusters Score -4302922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4302929.000000 Penalty: 5206.529297
	Iteration 25Q: 3 clusters Score -4302929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4302934.500000 Penalty: 5206.529297
	Iteration 26Q: 3 clusters Score -4302934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4302938.500000 Penalty: 5206.529297
	Iteration 27Q: 3 clusters Score -4302938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4302944.500000 Penalty: 5206.529297
	Iteration 28Q: 3 clusters Score -4302944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4302950.500000 Penalty: 5206.529297
	Iteration 29Q: 3 clusters Score -4302950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4302950.500000 Penalty: 5206.529297
	Iteration 30Q: 3 clusters Score -4302950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4302949.500000 Penalty: 5206.529297
	Iteration 31Q: 3 clusters Score -4302950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4302953.000000 Penalty: 5206.529297
	Iteration 32Q: 3 clusters Score -4302953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4302953.000000 Penalty: 5206.529297
	Iteration 33F: 3 clusters Score -4302953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Entering Unmasked Estep 
Score: -658547.000000 Penalty: 2135.087891
	Iteration 0F: 2 clusters Score -658547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -653741.625000 Penalty: 4270.175781
	Iteration 0F: 3 clusters Score -653741.6 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -654973.312500 Penalty: 4270.175781
	Iteration 1F: 3 clusters Score -654973.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -655232.250000 Penalty: 4270.175781
	Iteration 2F: 3 clusters Score -655232.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -655379.125000 Penalty: 4270.175781
	Iteration 3F: 3 clusters Score -655379.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -655461.875000 Penalty: 4270.175781
	Iteration 4Q: 3 clusters Score -655461.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -655516.812500 Penalty: 4270.175781
	Iteration 5Q: 3 clusters Score -655516.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -655558.125000 Penalty: 4270.175781
	Iteration 6Q: 3 clusters Score -655558.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -655592.500000 Penalty: 4270.175781
	Iteration 7Q: 3 clusters Score -655592.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -655620.125000 Penalty: 4270.175781
	Iteration 8Q: 3 clusters Score -655620.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -655644.687500 Penalty: 4270.175781
	Iteration 9Q: 3 clusters Score -655644.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -655668.062500 Penalty: 4270.175781
	Iteration 10Q: 3 clusters Score -655668.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -655683.062500 Penalty: 4270.175781
	Iteration 11Q: 3 clusters Score -655683.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -655700.187500 Penalty: 4270.175781
	Iteration 12Q: 3 clusters Score -655700.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -655717.187500 Penalty: 4270.175781
	Iteration 13Q: 3 clusters Score -655717.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -655725.437500 Penalty: 4270.175781
	Iteration 14Q: 3 clusters Score -655725.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -655732.062500 Penalty: 4270.175781
	Iteration 15Q: 3 clusters Score -655732.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -655741.500000 Penalty: 4270.175781
	Iteration 16Q: 3 clusters Score -655741.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -655749.875000 Penalty: 4270.175781
	Iteration 17Q: 3 clusters Score -655749.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -655755.062500 Penalty: 4270.175781
	Iteration 18Q: 3 clusters Score -655755.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -655759.125000 Penalty: 4270.175781
	Iteration 19Q: 3 clusters Score -655759.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -655765.687500 Penalty: 4270.175781
	Iteration 20F: 3 clusters Score -655765.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -655772.375000 Penalty: 4270.175781
	Iteration 21Q: 3 clusters Score -655772.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -655777.125000 Penalty: 4270.175781
	Iteration 22Q: 3 clusters Score -655777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -655779.187500 Penalty: 4270.175781
	Iteration 23Q: 3 clusters Score -655779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -655782.500000 Penalty: 4270.175781
	Iteration 24Q: 3 clusters Score -655782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -655785.125000 Penalty: 4270.175781
	Iteration 25Q: 3 clusters Score -655785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -655786.562500 Penalty: 4270.175781
	Iteration 26Q: 3 clusters Score -655786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -655790.375000 Penalty: 4270.175781
	Iteration 27Q: 3 clusters Score -655790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -655790.687500 Penalty: 4270.175781
	Iteration 28Q: 3 clusters Score -655790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -655792.000000 Penalty: 4270.175781
	Iteration 29Q: 3 clusters Score -655792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -655791.625000 Penalty: 4270.175781
	Iteration 30Q: 3 clusters Score -655791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -655793.500000 Penalty: 4270.175781
	Iteration 31Q: 3 clusters Score -655793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -655793.125000 Penalty: 4270.175781
	Iteration 32Q: 3 clusters Score -655793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -655794.562500 Penalty: 4270.175781
	Iteration 33Q: 3 clusters Score -655794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -655796.562500 Penalty: 4270.175781
	Iteration 34Q: 3 clusters Score -655796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -655795.812500 Penalty: 4270.175781
	Iteration 35Q: 3 clusters Score -655795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -655796.250000 Penalty: 4270.175781
	Iteration 36Q: 3 clusters Score -655796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -655797.937500 Penalty: 4270.175781
	Iteration 37Q: 3 clusters Score -655797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -655797.687500 Penalty: 4270.175781
	Iteration 38Q: 3 clusters Score -655797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -655798.750000 Penalty: 4270.175781
	Iteration 39Q: 3 clusters Score -655798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -655799.187500 Penalty: 4270.175781
	Iteration 40F: 3 clusters Score -655799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -655799.687500 Penalty: 4270.175781
	Iteration 41Q: 3 clusters Score -655799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -655799.687500 Penalty: 4270.175781
	Iteration 42F: 3 clusters Score -655799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -24340.613281 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -24340.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23148.652344 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -23148.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23268.181641 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -23268.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23292.869141 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -23292.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23308.933594 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -23308.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23313.744141 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -23313.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23318.740234 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -23318.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23322.964844 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -23322.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23322.964844 Penalty: 2728.624268
	Iteration 7F: 3 clusters Score -23322.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -560448.312500 Penalty: 2100.064697
	Iteration 0F: 2 clusters Score -560448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -556093.000000 Penalty: 4200.129395
	Iteration 0F: 3 clusters Score -556093 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -557205.187500 Penalty: 4200.129395
	Iteration 1F: 3 clusters Score -557205.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -557416.562500 Penalty: 4200.129395
	Iteration 2F: 3 clusters Score -557416.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -557537.312500 Penalty: 4200.129395
	Iteration 3Q: 3 clusters Score -557537.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -557622.125000 Penalty: 4200.129395
	Iteration 4Q: 3 clusters Score -557622.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -557686.000000 Penalty: 4200.129395
	Iteration 5Q: 3 clusters Score -557686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -557739.062500 Penalty: 4200.129395
	Iteration 6Q: 3 clusters Score -557739.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -557807.000000 Penalty: 4200.129395
	Iteration 7Q: 3 clusters Score -557807 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -557892.375000 Penalty: 4200.129395
	Iteration 8Q: 3 clusters Score -557892.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -557961.625000 Penalty: 4200.129395
	Iteration 9Q: 3 clusters Score -557961.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -558014.187500 Penalty: 4200.129395
	Iteration 10Q: 3 clusters Score -558014.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -558058.125000 Penalty: 4200.129395
	Iteration 11Q: 3 clusters Score -558058.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -558100.312500 Penalty: 4200.129395
	Iteration 12Q: 3 clusters Score -558100.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -558135.375000 Penalty: 4200.129395
	Iteration 13Q: 3 clusters Score -558135.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -558164.562500 Penalty: 4200.129395
	Iteration 14Q: 3 clusters Score -558164.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -558201.250000 Penalty: 4200.129395
	Iteration 15Q: 3 clusters Score -558201.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -558239.625000 Penalty: 4200.129395
	Iteration 16Q: 3 clusters Score -558239.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -558275.250000 Penalty: 4200.129395
	Iteration 17Q: 3 clusters Score -558275.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -558297.625000 Penalty: 4200.129395
	Iteration 18Q: 3 clusters Score -558297.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -558316.375000 Penalty: 4200.129395
	Iteration 19Q: 3 clusters Score -558316.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -558338.312500 Penalty: 4200.129395
	Iteration 20F: 3 clusters Score -558338.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -558360.500000 Penalty: 4200.129395
	Iteration 21Q: 3 clusters Score -558360.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -558378.500000 Penalty: 4200.129395
	Iteration 22Q: 3 clusters Score -558378.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -558396.000000 Penalty: 4200.129395
	Iteration 23Q: 3 clusters Score -558396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -558413.437500 Penalty: 4200.129395
	Iteration 24Q: 3 clusters Score -558413.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -558432.812500 Penalty: 4200.129395
	Iteration 25Q: 3 clusters Score -558432.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -558457.000000 Penalty: 4200.129395
	Iteration 26Q: 3 clusters Score -558457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -558479.937500 Penalty: 4200.129395
	Iteration 27Q: 3 clusters Score -558479.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -558504.937500 Penalty: 4200.129395
	Iteration 28Q: 3 clusters Score -558504.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -558536.062500 Penalty: 4200.129395
	Iteration 29Q: 3 clusters Score -558536.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -558567.625000 Penalty: 4200.129395
	Iteration 30Q: 3 clusters Score -558567.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -558591.812500 Penalty: 4200.129395
	Iteration 31Q: 3 clusters Score -558591.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -558622.500000 Penalty: 4200.129395
	Iteration 32Q: 3 clusters Score -558622.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -558650.750000 Penalty: 4200.129395
	Iteration 33Q: 3 clusters Score -558650.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -558676.750000 Penalty: 4200.129395
	Iteration 34Q: 3 clusters Score -558676.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -558699.187500 Penalty: 4200.129395
	Iteration 35Q: 3 clusters Score -558699.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -558722.437500 Penalty: 4200.129395
	Iteration 36Q: 3 clusters Score -558722.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -558740.875000 Penalty: 4200.129395
	Iteration 37Q: 3 clusters Score -558740.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -558763.000000 Penalty: 4200.129395
	Iteration 38Q: 3 clusters Score -558763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -558782.750000 Penalty: 4200.129395
	Iteration 39Q: 3 clusters Score -558782.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -558806.562500 Penalty: 4200.129395
	Iteration 40F: 3 clusters Score -558806.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -558833.687500 Penalty: 4200.129395
	Iteration 41Q: 3 clusters Score -558833.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -558853.937500 Penalty: 4200.129395
	Iteration 42Q: 3 clusters Score -558853.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -558870.562500 Penalty: 4200.129395
	Iteration 43Q: 3 clusters Score -558870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -558894.062500 Penalty: 4200.129395
	Iteration 44Q: 3 clusters Score -558894.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -558923.125000 Penalty: 4200.129395
	Iteration 45Q: 3 clusters Score -558923.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -558942.687500 Penalty: 4200.129395
	Iteration 46Q: 3 clusters Score -558942.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -558955.250000 Penalty: 4200.129395
	Iteration 47Q: 3 clusters Score -558955.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -558975.125000 Penalty: 4200.129395
	Iteration 48Q: 3 clusters Score -558975.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -558994.375000 Penalty: 4200.129395
	Iteration 49Q: 3 clusters Score -558994.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -559004.312500 Penalty: 4200.129395
	Iteration 50Q: 3 clusters Score -559004.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -559014.875000 Penalty: 4200.129395
	Iteration 51Q: 3 clusters Score -559014.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -559026.875000 Penalty: 4200.129395
	Iteration 52Q: 3 clusters Score -559026.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -559038.000000 Penalty: 4200.129395
	Iteration 53Q: 3 clusters Score -559038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -559045.125000 Penalty: 4200.129395
	Iteration 54Q: 3 clusters Score -559045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -559051.812500 Penalty: 4200.129395
	Iteration 55Q: 3 clusters Score -559051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -559055.125000 Penalty: 4200.129395
	Iteration 56Q: 3 clusters Score -559055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -559056.625000 Penalty: 4200.129395
	Iteration 57Q: 3 clusters Score -559056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -559058.687500 Penalty: 4200.129395
	Iteration 58Q: 3 clusters Score -559058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -559059.375000 Penalty: 4200.129395
	Iteration 59Q: 3 clusters Score -559059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -559060.000000 Penalty: 4200.129395
	Iteration 60F: 3 clusters Score -559060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Entering Unmasked Estep 
Score: -2442574.500000 Penalty: 2453.935547
	Iteration 0F: 2 clusters Score -2442574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2428596.500000 Penalty: 4907.871094
	Iteration 0F: 3 clusters Score -2428596 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2433296.250000 Penalty: 4907.871094
	Iteration 1F: 3 clusters Score -2433296 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2433689.750000 Penalty: 4907.871094
	Iteration 2F: 3 clusters Score -2433690 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2433996.500000 Penalty: 4907.871094
	Iteration 3Q: 3 clusters Score -2433996 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2434247.750000 Penalty: 4907.871094
	Iteration 4Q: 3 clusters Score -2434248 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2434459.500000 Penalty: 4907.871094
	Iteration 5Q: 3 clusters Score -2434460 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2434677.500000 Penalty: 4907.871094
	Iteration 6Q: 3 clusters Score -2434678 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2434957.500000 Penalty: 4907.871094
	Iteration 7Q: 3 clusters Score -2434958 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2435271.250000 Penalty: 4907.871094
	Iteration 8Q: 3 clusters Score -2435271 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2435667.250000 Penalty: 4907.871094
	Iteration 9Q: 3 clusters Score -2435667 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2436148.750000 Penalty: 4907.871094
	Iteration 10Q: 3 clusters Score -2436149 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2436707.250000 Penalty: 4907.871094
	Iteration 11Q: 3 clusters Score -2436707 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2437373.750000 Penalty: 4907.871094
	Iteration 12Q: 3 clusters Score -2437374 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2438078.000000 Penalty: 4907.871094
	Iteration 13Q: 3 clusters Score -2438078 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2438770.750000 Penalty: 4907.871094
	Iteration 14Q: 3 clusters Score -2438771 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2439357.000000 Penalty: 4907.871094
	Iteration 15Q: 3 clusters Score -2439357 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2439788.500000 Penalty: 4907.871094
	Iteration 16Q: 3 clusters Score -2439788 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2440088.000000 Penalty: 4907.871094
	Iteration 17Q: 3 clusters Score -2440088 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2440245.750000 Penalty: 4907.871094
	Iteration 18Q: 3 clusters Score -2440246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2440364.750000 Penalty: 4907.871094
	Iteration 19Q: 3 clusters Score -2440365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2440452.750000 Penalty: 4907.871094
	Iteration 20F: 3 clusters Score -2440453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2440513.250000 Penalty: 4907.871094
	Iteration 21Q: 3 clusters Score -2440513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2440552.250000 Penalty: 4907.871094
	Iteration 22Q: 3 clusters Score -2440552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2440598.000000 Penalty: 4907.871094
	Iteration 23Q: 3 clusters Score -2440598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2440629.000000 Penalty: 4907.871094
	Iteration 24Q: 3 clusters Score -2440629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2440644.500000 Penalty: 4907.871094
	Iteration 25Q: 3 clusters Score -2440644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2440658.000000 Penalty: 4907.871094
	Iteration 26Q: 3 clusters Score -2440658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2440675.750000 Penalty: 4907.871094
	Iteration 27Q: 3 clusters Score -2440676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2440676.750000 Penalty: 4907.871094
	Iteration 28Q: 3 clusters Score -2440677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2440684.000000 Penalty: 4907.871094
	Iteration 29Q: 3 clusters Score -2440684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2440685.750000 Penalty: 4907.871094
	Iteration 30Q: 3 clusters Score -2440686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2440686.250000 Penalty: 4907.871094
	Iteration 31Q: 3 clusters Score -2440686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2440687.000000 Penalty: 4907.871094
	Iteration 32Q: 3 clusters Score -2440687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2440685.250000 Penalty: 4907.871094
	Iteration 33Q: 3 clusters Score -2440685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2440690.000000 Penalty: 4907.871094
	Iteration 34Q: 3 clusters Score -2440690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2440693.750000 Penalty: 4907.871094
	Iteration 35Q: 3 clusters Score -2440694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2440693.750000 Penalty: 4907.871094
	Iteration 36F: 3 clusters Score -2440694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Entering Unmasked Estep 
Score: -3336188.250000 Penalty: 2543.977783
	Iteration 0F: 2 clusters Score -3336188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3316432.000000 Penalty: 5087.955566
	Iteration 0F: 3 clusters Score -3316432 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3323486.750000 Penalty: 5087.955566
	Iteration 1F: 3 clusters Score -3323487 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3324176.250000 Penalty: 5087.955566
	Iteration 2F: 3 clusters Score -3324176 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3325146.250000 Penalty: 5087.955566
	Iteration 3F: 3 clusters Score -3325146 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3326379.500000 Penalty: 5087.955566
	Iteration 4F: 3 clusters Score -3326380 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3327883.750000 Penalty: 5087.955566
	Iteration 5F: 3 clusters Score -3327884 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3329501.750000 Penalty: 5087.955566
	Iteration 6F: 3 clusters Score -3329502 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3331141.000000 Penalty: 5087.955566
	Iteration 7F: 3 clusters Score -3331141 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3332488.750000 Penalty: 5087.955566
	Iteration 8F: 3 clusters Score -3332489 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3333302.250000 Penalty: 5087.955566
	Iteration 9Q: 3 clusters Score -3333302 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3333699.750000 Penalty: 5087.955566
	Iteration 10Q: 3 clusters Score -3333700 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3333909.750000 Penalty: 5087.955566
	Iteration 11Q: 3 clusters Score -3333910 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3334037.250000 Penalty: 5087.955566
	Iteration 12Q: 3 clusters Score -3334037 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3334104.750000 Penalty: 5087.955566
	Iteration 13Q: 3 clusters Score -3334105 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3334162.500000 Penalty: 5087.955566
	Iteration 14Q: 3 clusters Score -3334162 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3334191.250000 Penalty: 5087.955566
	Iteration 15Q: 3 clusters Score -3334191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3334209.250000 Penalty: 5087.955566
	Iteration 16Q: 3 clusters Score -3334209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3334230.750000 Penalty: 5087.955566
	Iteration 17Q: 3 clusters Score -3334231 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3334224.250000 Penalty: 5087.955566
	Iteration 18Q: 3 clusters Score -3334224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3334224.500000 Penalty: 5087.955566
	Iteration 19Q: 3 clusters Score -3334224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3334245.750000 Penalty: 5087.955566
	Iteration 20F: 3 clusters Score -3334246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3334246.000000 Penalty: 5087.955566
	Iteration 21Q: 3 clusters Score -3334246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3334258.500000 Penalty: 5087.955566
	Iteration 22Q: 3 clusters Score -3334258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3334252.750000 Penalty: 5087.955566
	Iteration 23Q: 3 clusters Score -3334253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3334264.750000 Penalty: 5087.955566
	Iteration 24Q: 3 clusters Score -3334265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3334270.000000 Penalty: 5087.955566
	Iteration 25Q: 3 clusters Score -3334270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3334268.000000 Penalty: 5087.955566
	Iteration 26Q: 3 clusters Score -3334268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3334271.000000 Penalty: 5087.955566
	Iteration 27Q: 3 clusters Score -3334271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3334272.250000 Penalty: 5087.955566
	Iteration 28Q: 3 clusters Score -3334272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3334277.250000 Penalty: 5087.955566
	Iteration 29Q: 3 clusters Score -3334277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3334268.750000 Penalty: 5087.955566
	Iteration 30Q: 3 clusters Score -3334269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3334275.750000 Penalty: 5087.955566
	Iteration 31Q: 3 clusters Score -3334276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3334278.000000 Penalty: 5087.955566
	Iteration 32Q: 3 clusters Score -3334278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3334277.250000 Penalty: 5087.955566
	Iteration 33Q: 3 clusters Score -3334277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3334274.750000 Penalty: 5087.955566
	Iteration 34Q: 3 clusters Score -3334275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3334275.000000 Penalty: 5087.955566
	Iteration 35Q: 3 clusters Score -3334275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3334269.500000 Penalty: 5087.955566
	Iteration 36Q: 3 clusters Score -3334270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3334272.250000 Penalty: 5087.955566
	Iteration 37Q: 3 clusters Score -3334272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3334271.750000 Penalty: 5087.955566
	Iteration 38Q: 3 clusters Score -3334272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3334274.000000 Penalty: 5087.955566
	Iteration 39Q: 3 clusters Score -3334274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3334271.750000 Penalty: 5087.955566
	Iteration 40F: 3 clusters Score -3334272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3334275.750000 Penalty: 5087.955566
	Iteration 41Q: 3 clusters Score -3334276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3334276.750000 Penalty: 5087.955566
	Iteration 42Q: 3 clusters Score -3334277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3334276.250000 Penalty: 5087.955566
	Iteration 43Q: 3 clusters Score -3334276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3334268.250000 Penalty: 5087.955566
	Iteration 44Q: 3 clusters Score -3334268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3334268.500000 Penalty: 5087.955566
	Iteration 45Q: 3 clusters Score -3334268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3334268.500000 Penalty: 5087.955566
	Iteration 46Q: 3 clusters Score -3334268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3334270.000000 Penalty: 5087.955566
	Iteration 47Q: 3 clusters Score -3334270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3334275.000000 Penalty: 5087.955566
	Iteration 48Q: 3 clusters Score -3334275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3334268.250000 Penalty: 5087.955566
	Iteration 49Q: 3 clusters Score -3334268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3334265.500000 Penalty: 5087.955566
	Iteration 50Q: 3 clusters Score -3334266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3334277.750000 Penalty: 5087.955566
	Iteration 51Q: 3 clusters Score -3334278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3334280.750000 Penalty: 5087.955566
	Iteration 52Q: 3 clusters Score -3334281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3334282.500000 Penalty: 5087.955566
	Iteration 53Q: 3 clusters Score -3334282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3334280.750000 Penalty: 5087.955566
	Iteration 54Q: 3 clusters Score -3334281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3334278.750000 Penalty: 5087.955566
	Iteration 55Q: 3 clusters Score -3334279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3334281.250000 Penalty: 5087.955566
	Iteration 56Q: 3 clusters Score -3334281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3334282.250000 Penalty: 5087.955566
	Iteration 57Q: 3 clusters Score -3334282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3334282.750000 Penalty: 5087.955566
	Iteration 58Q: 3 clusters Score -3334283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3334283.000000 Penalty: 5087.955566
	Iteration 59Q: 3 clusters Score -3334283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3334279.750000 Penalty: 5087.955566
	Iteration 60F: 3 clusters Score -3334280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3334278.750000 Penalty: 5087.955566
	Iteration 61Q: 3 clusters Score -3334279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3334279.000000 Penalty: 5087.955566
	Iteration 62Q: 3 clusters Score -3334279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3334281.250000 Penalty: 5087.955566
	Iteration 63Q: 3 clusters Score -3334281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3334281.250000 Penalty: 5087.955566
	Iteration 64F: 3 clusters Score -3334281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Entering Unmasked Estep 
Score: -1677034.500000 Penalty: 2365.992432
	Iteration 0F: 2 clusters Score -1677034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1666878.875000 Penalty: 4731.984863
	Iteration 0F: 3 clusters Score -1666879 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1670325.375000 Penalty: 4731.984863
	Iteration 1F: 3 clusters Score -1670325 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1670809.000000 Penalty: 4731.984863
	Iteration 2F: 3 clusters Score -1670809 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1671243.000000 Penalty: 4731.984863
	Iteration 3F: 3 clusters Score -1671243 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1671699.875000 Penalty: 4731.984863
	Iteration 4F: 3 clusters Score -1671700 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1672159.500000 Penalty: 4731.984863
	Iteration 5F: 3 clusters Score -1672160 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1672645.250000 Penalty: 4731.984863
	Iteration 6F: 3 clusters Score -1672645 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1673205.250000 Penalty: 4731.984863
	Iteration 7F: 3 clusters Score -1673205 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1673739.625000 Penalty: 4731.984863
	Iteration 8F: 3 clusters Score -1673740 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1674182.750000 Penalty: 4731.984863
	Iteration 9Q: 3 clusters Score -1674183 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1674531.500000 Penalty: 4731.984863
	Iteration 10Q: 3 clusters Score -1674532 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1674817.500000 Penalty: 4731.984863
	Iteration 11Q: 3 clusters Score -1674818 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1675033.750000 Penalty: 4731.984863
	Iteration 12Q: 3 clusters Score -1675034 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1675217.125000 Penalty: 4731.984863
	Iteration 13Q: 3 clusters Score -1675217 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1675378.750000 Penalty: 4731.984863
	Iteration 14Q: 3 clusters Score -1675379 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1675508.875000 Penalty: 4731.984863
	Iteration 15Q: 3 clusters Score -1675509 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1675593.000000 Penalty: 4731.984863
	Iteration 16Q: 3 clusters Score -1675593 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1675649.500000 Penalty: 4731.984863
	Iteration 17Q: 3 clusters Score -1675650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1675707.125000 Penalty: 4731.984863
	Iteration 18Q: 3 clusters Score -1675707 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1675752.875000 Penalty: 4731.984863
	Iteration 19Q: 3 clusters Score -1675753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1675791.625000 Penalty: 4731.984863
	Iteration 20F: 3 clusters Score -1675792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1675828.375000 Penalty: 4731.984863
	Iteration 21Q: 3 clusters Score -1675828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1675869.750000 Penalty: 4731.984863
	Iteration 22Q: 3 clusters Score -1675870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1675902.000000 Penalty: 4731.984863
	Iteration 23Q: 3 clusters Score -1675902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1675933.125000 Penalty: 4731.984863
	Iteration 24Q: 3 clusters Score -1675933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1675950.625000 Penalty: 4731.984863
	Iteration 25Q: 3 clusters Score -1675951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1675964.500000 Penalty: 4731.984863
	Iteration 26Q: 3 clusters Score -1675964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1675979.750000 Penalty: 4731.984863
	Iteration 27Q: 3 clusters Score -1675980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1675992.625000 Penalty: 4731.984863
	Iteration 28Q: 3 clusters Score -1675993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1675998.000000 Penalty: 4731.984863
	Iteration 29Q: 3 clusters Score -1675998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1676005.250000 Penalty: 4731.984863
	Iteration 30Q: 3 clusters Score -1676005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1676013.875000 Penalty: 4731.984863
	Iteration 31Q: 3 clusters Score -1676014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1676024.000000 Penalty: 4731.984863
	Iteration 32Q: 3 clusters Score -1676024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1676028.375000 Penalty: 4731.984863
	Iteration 33Q: 3 clusters Score -1676028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1676030.750000 Penalty: 4731.984863
	Iteration 34Q: 3 clusters Score -1676031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1676034.000000 Penalty: 4731.984863
	Iteration 35Q: 3 clusters Score -1676034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1676033.000000 Penalty: 4731.984863
	Iteration 36Q: 3 clusters Score -1676033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1676032.500000 Penalty: 4731.984863
	Iteration 37Q: 3 clusters Score -1676032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1676037.875000 Penalty: 4731.984863
	Iteration 38Q: 3 clusters Score -1676038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1676039.375000 Penalty: 4731.984863
	Iteration 39Q: 3 clusters Score -1676039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1676041.625000 Penalty: 4731.984863
	Iteration 40F: 3 clusters Score -1676042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1676037.000000 Penalty: 4731.984863
	Iteration 41Q: 3 clusters Score -1676037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1676038.750000 Penalty: 4731.984863
	Iteration 42Q: 3 clusters Score -1676039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1676040.750000 Penalty: 4731.984863
	Iteration 43Q: 3 clusters Score -1676041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1676040.750000 Penalty: 4731.984863
	Iteration 44F: 3 clusters Score -1676041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50063.050781 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50063.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48631.269531 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48631.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48855.832031 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -48855.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49013.730469 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -49013.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49143.445312 Penalty: 3054.911377
	Iteration 3F: 3 clusters Score -49143.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49262.898438 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -49262.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49327.378906 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -49327.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49408.476562 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49408.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49451.273438 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49451.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49488.433594 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49488.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49523.000000 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -49523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49534.542969 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -49534.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49560.464844 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -49560.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49564.015625 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -49564.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49569.007812 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -49569.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49574.734375 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -49574.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49583.066406 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -49583.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49585.203125 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -49585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49586.824219 Penalty: 3054.911377
	Iteration 17F: 3 clusters Score -49586.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49600.386719 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -49600.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49629.046875 Penalty: 3054.911377
	Iteration 19Q: 3 clusters Score -49629.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49634.097656 Penalty: 3054.911377
	Iteration 20F: 3 clusters Score -49634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49655.625000 Penalty: 3054.911377
	Iteration 21Q: 3 clusters Score -49655.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49673.253906 Penalty: 3054.911377
	Iteration 22Q: 3 clusters Score -49673.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49703.523438 Penalty: 3054.911377
	Iteration 23Q: 3 clusters Score -49703.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49731.464844 Penalty: 3054.911377
	Iteration 24Q: 3 clusters Score -49731.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49765.582031 Penalty: 3054.911377
	Iteration 25Q: 3 clusters Score -49765.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49812.578125 Penalty: 3054.911377
	Iteration 26Q: 3 clusters Score -49812.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49829.113281 Penalty: 3054.911377
	Iteration 27Q: 3 clusters Score -49829.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49896.195312 Penalty: 3054.911377
	Iteration 28Q: 3 clusters Score -49896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50009.464844 Penalty: 3054.911377
	Iteration 29Q: 3 clusters Score -50009.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50029.949219 Penalty: 3054.911377
	Iteration 30Q: 3 clusters Score -50029.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50047.808594 Penalty: 3054.911377
	Iteration 31Q: 3 clusters Score -50047.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50058.121094 Penalty: 3054.911377
	Iteration 32Q: 3 clusters Score -50058.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50063.941406 Penalty: 3054.911377
	Iteration 33Q: 3 clusters Score -50063.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50063.941406 Penalty: 3054.911377
	Iteration 34F: 3 clusters Score -50063.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 7708 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13709 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19071 members 
Mstep: Class 13 contains 171753 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 170377 members 
Mstep: Class 22 contains 171399 members 
Mstep: Class 23 contains 36208 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 19829 members 
Mstep: Class 28 contains 28509 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 175274 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 237 members 
Entering Unmasked Estep 
Score: -124220864.000000 Penalty: 113352.726562
Splitting cluster 30 changes total score from -124222720.000000 to -124220864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (175274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175274 members 
Entering Unmasked Estep 
Score: -21516314.000000 Penalty: 2994.378418
	Iteration 0F: 2 clusters Score -2.151631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -21400896.000000 Penalty: 5988.756836
	Iteration 0F: 3 clusters Score -2.14009e+07 nChanged 84069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -21449696.000000 Penalty: 5988.756836
	Iteration 1F: 3 clusters Score -2.14497e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -21450814.000000 Penalty: 5988.756836
	Iteration 2Q: 3 clusters Score -2.145081e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -21452304.000000 Penalty: 5988.756836
	Iteration 3Q: 3 clusters Score -2.14523e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -21454058.000000 Penalty: 5988.756836
	Iteration 4Q: 3 clusters Score -2.145406e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -21456574.000000 Penalty: 5988.756836
	Iteration 5Q: 3 clusters Score -2.145657e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -21460548.000000 Penalty: 5988.756836
	Iteration 6Q: 3 clusters Score -2.146055e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -21465390.000000 Penalty: 5988.756836
	Iteration 7F: 3 clusters Score -2.146539e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -21470430.000000 Penalty: 5988.756836
	Iteration 8F: 3 clusters Score -2.147043e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -21475210.000000 Penalty: 5988.756836
	Iteration 9F: 3 clusters Score -2.147521e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -21479232.000000 Penalty: 5988.756836
	Iteration 10Q: 3 clusters Score -2.147923e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 120432 members 
Entering Unmasked Estep 
Score: -21482896.000000 Penalty: 5988.756836
	Iteration 11Q: 3 clusters Score -2.14829e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 127198 members 
Entering Unmasked Estep 
Score: -21486736.000000 Penalty: 5988.756836
	Iteration 12Q: 3 clusters Score -2.148674e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 134422 members 
Entering Unmasked Estep 
Score: -21490716.000000 Penalty: 5988.756836
	Iteration 13Q: 3 clusters Score -2.149072e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 141936 members 
Entering Unmasked Estep 
Score: -21494968.000000 Penalty: 5988.756836
	Iteration 14Q: 3 clusters Score -2.149497e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 149395 members 
Entering Unmasked Estep 
Score: -21499196.000000 Penalty: 5988.756836
	Iteration 15Q: 3 clusters Score -2.14992e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -21503404.000000 Penalty: 5988.756836
	Iteration 16Q: 3 clusters Score -2.15034e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 162230 members 
Entering Unmasked Estep 
Score: -21506830.000000 Penalty: 5988.756836
	Iteration 17Q: 3 clusters Score -2.150683e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 166712 members 
Entering Unmasked Estep 
Score: -21509682.000000 Penalty: 5988.756836
	Iteration 18Q: 3 clusters Score -2.150968e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 169797 members 
Entering Unmasked Estep 
Score: -21511482.000000 Penalty: 5988.756836
	Iteration 19Q: 3 clusters Score -2.151148e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21512326.000000 Penalty: 5988.756836
	Iteration 20F: 3 clusters Score -2.151233e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 172826 members 
Entering Unmasked Estep 
Score: -21512814.000000 Penalty: 5988.756836
	Iteration 21Q: 3 clusters Score -2.151281e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 173471 members 
Entering Unmasked Estep 
Score: -21513122.000000 Penalty: 5988.756836
	Iteration 22Q: 3 clusters Score -2.151312e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 173860 members 
Entering Unmasked Estep 
Score: -21513282.000000 Penalty: 5988.756836
	Iteration 23Q: 3 clusters Score -2.151328e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 174087 members 
Entering Unmasked Estep 
Score: -21513410.000000 Penalty: 5988.756836
	Iteration 24Q: 3 clusters Score -2.151341e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -21513500.000000 Penalty: 5988.756836
	Iteration 25Q: 3 clusters Score -2.15135e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -21513530.000000 Penalty: 5988.756836
	Iteration 26Q: 3 clusters Score -2.151353e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 174410 members 
Entering Unmasked Estep 
Score: -21513600.000000 Penalty: 5988.756836
	Iteration 27Q: 3 clusters Score -2.15136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 174456 members 
Entering Unmasked Estep 
Score: -21513644.000000 Penalty: 5988.756836
	Iteration 28Q: 3 clusters Score -2.151364e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 174490 members 
Entering Unmasked Estep 
Score: -21513672.000000 Penalty: 5988.756836
	Iteration 29Q: 3 clusters Score -2.151367e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -21513672.000000 Penalty: 5988.756836
	Iteration 30Q: 3 clusters Score -2.151367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 174536 members 
Entering Unmasked Estep 
Score: -21513686.000000 Penalty: 5988.756836
	Iteration 31Q: 3 clusters Score -2.151369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 174547 members 
Entering Unmasked Estep 
Score: -21513700.000000 Penalty: 5988.756836
	Iteration 32Q: 3 clusters Score -2.15137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 174558 members 
Entering Unmasked Estep 
Score: -21513718.000000 Penalty: 5988.756836
	Iteration 33Q: 3 clusters Score -2.151372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 174568 members 
Entering Unmasked Estep 
Score: -21513698.000000 Penalty: 5988.756836
	Iteration 34Q: 3 clusters Score -2.15137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -21513704.000000 Penalty: 5988.756836
	Iteration 35Q: 3 clusters Score -2.15137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -21513706.000000 Penalty: 5988.756836
	Iteration 36Q: 3 clusters Score -2.151371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -21513718.000000 Penalty: 5988.756836
	Iteration 37Q: 3 clusters Score -2.151372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -21513724.000000 Penalty: 5988.756836
	Iteration 38Q: 3 clusters Score -2.151372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -21513748.000000 Penalty: 5988.756836
	Iteration 39Q: 3 clusters Score -2.151375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -21513744.000000 Penalty: 5988.756836
	Iteration 40F: 3 clusters Score -2.151374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -21513750.000000 Penalty: 5988.756836
	Iteration 41Q: 3 clusters Score -2.151375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 174616 members 
Entering Unmasked Estep 
Score: -21513770.000000 Penalty: 5988.756836
	Iteration 42Q: 3 clusters Score -2.151377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -21513770.000000 Penalty: 5988.756836
	Iteration 43Q: 3 clusters Score -2.151377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -21513782.000000 Penalty: 5988.756836
	Iteration 44Q: 3 clusters Score -2.151378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 174633 members 
Entering Unmasked Estep 
Score: -21513762.000000 Penalty: 5988.756836
	Iteration 45Q: 3 clusters Score -2.151376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 174637 members 
Entering Unmasked Estep 
Score: -21513764.000000 Penalty: 5988.756836
	Iteration 46Q: 3 clusters Score -2.151376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 174647 members 
Entering Unmasked Estep 
Score: -21513774.000000 Penalty: 5988.756836
	Iteration 47Q: 3 clusters Score -2.151377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -21513772.000000 Penalty: 5988.756836
	Iteration 48Q: 3 clusters Score -2.151377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -21513802.000000 Penalty: 5988.756836
	Iteration 49Q: 3 clusters Score -2.15138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -21513814.000000 Penalty: 5988.756836
	Iteration 50Q: 3 clusters Score -2.151381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -21513836.000000 Penalty: 5988.756836
	Iteration 51Q: 3 clusters Score -2.151384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -21513814.000000 Penalty: 5988.756836
	Iteration 52Q: 3 clusters Score -2.151381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 174690 members 
Entering Unmasked Estep 
Score: -21513830.000000 Penalty: 5988.756836
	Iteration 53Q: 3 clusters Score -2.151383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -21513850.000000 Penalty: 5988.756836
	Iteration 54Q: 3 clusters Score -2.151385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 174696 members 
Entering Unmasked Estep 
Score: -21513838.000000 Penalty: 5988.756836
	Iteration 55Q: 3 clusters Score -2.151384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 174698 members 
Entering Unmasked Estep 
Score: -21513846.000000 Penalty: 5988.756836
	Iteration 56Q: 3 clusters Score -2.151385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -21513856.000000 Penalty: 5988.756836
	Iteration 57Q: 3 clusters Score -2.151386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -21513854.000000 Penalty: 5988.756836
	Iteration 58Q: 3 clusters Score -2.151385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -21513846.000000 Penalty: 5988.756836
	Iteration 59Q: 3 clusters Score -2.151385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 174702 members 
Entering Unmasked Estep 
Score: -21513838.000000 Penalty: 5988.756836
	Iteration 60F: 3 clusters Score -2.151384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -21513850.000000 Penalty: 5988.756836
	Iteration 61Q: 3 clusters Score -2.151385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -21513848.000000 Penalty: 5988.756836
	Iteration 62Q: 3 clusters Score -2.151385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 174708 members 
Entering Unmasked Estep 
Score: -21513864.000000 Penalty: 5988.756836
	Iteration 63Q: 3 clusters Score -2.151386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 174711 members 
Entering Unmasked Estep 
Score: -21513864.000000 Penalty: 5988.756836
	Iteration 64Q: 3 clusters Score -2.151386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -21513870.000000 Penalty: 5988.756836
	Iteration 65Q: 3 clusters Score -2.151387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -21513870.000000 Penalty: 5988.756836
	Iteration 66F: 3 clusters Score -2.151387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -85632.398438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -85632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83886.617188 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -83886.62 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84106.101562 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -84106.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84157.921875 Penalty: 3304.913818
	Iteration 2Q: 3 clusters Score -84157.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84190.679688 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -84190.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84201.710938 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -84201.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84213.203125 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -84213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84217.867188 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -84217.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84220.421875 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -84220.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84224.414062 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -84224.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84229.359375 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -84229.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84229.359375 Penalty: 3304.913818
	Iteration 10F: 3 clusters Score -84229.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 7708 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13709 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19071 members 
Mstep: Class 13 contains 171753 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 170377 members 
Mstep: Class 22 contains 171399 members 
Mstep: Class 23 contains 36208 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 19829 members 
Mstep: Class 28 contains 28509 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175274 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222840.000000 Penalty: 109917.796875
Iteration 199Q: 33 clusters Score -1.242228e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13699 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 12618 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19073 members 
Mstep: Class 13 contains 171757 members 
Mstep: Class 14 contains 8297 members 
Mstep: Class 15 contains 9672 members 
Mstep: Class 16 contains 20409 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 170357 members 
Mstep: Class 22 contains 171399 members 
Mstep: Class 23 contains 36227 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 19827 members 
Mstep: Class 28 contains 28524 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175299 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222920.000000 Penalty: 109917.796875
Iteration 200F: 33 clusters Score -1.242229e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13693 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 12618 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19079 members 
Mstep: Class 13 contains 171770 members 
Mstep: Class 14 contains 8299 members 
Mstep: Class 15 contains 9678 members 
Mstep: Class 16 contains 20407 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 170339 members 
Mstep: Class 22 contains 171405 members 
Mstep: Class 23 contains 36232 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 19831 members 
Mstep: Class 28 contains 28552 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175286 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222752.000000 Penalty: 109917.796875
Iteration 201Q: 33 clusters Score -1.242228e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 7621 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13675 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 12616 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 19080 members 
Mstep: Class 13 contains 171774 members 
Mstep: Class 14 contains 8302 members 
Mstep: Class 15 contains 9678 members 
Mstep: Class 16 contains 20403 members 
Mstep: Class 17 contains 5393 members 
Mstep: Class 18 contains 14404 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 5549 members 
Mstep: Class 21 contains 170323 members 
Mstep: Class 22 contains 171425 members 
Mstep: Class 23 contains 36240 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 19835 members 
Mstep: Class 28 contains 28560 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175318 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222744.000000 Penalty: 109917.796875
Iteration 202Q: 33 clusters Score -1.242227e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 7587 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13647 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 12617 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 19083 members 
Mstep: Class 13 contains 171779 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 20400 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 54708 members 
Mstep: Class 20 contains 5557 members 
Mstep: Class 21 contains 170307 members 
Mstep: Class 22 contains 171446 members 
Mstep: Class 23 contains 36246 members 
Mstep: Class 24 contains 5460 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 19847 members 
Mstep: Class 28 contains 28573 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175338 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222992.000000 Penalty: 109917.796875
Iteration 203Q: 33 clusters Score -1.24223e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 7565 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13625 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 12617 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 19087 members 
Mstep: Class 13 contains 171785 members 
Mstep: Class 14 contains 8301 members 
Mstep: Class 15 contains 9683 members 
Mstep: Class 16 contains 20397 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 54707 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 170314 members 
Mstep: Class 22 contains 171437 members 
Mstep: Class 23 contains 36253 members 
Mstep: Class 24 contains 5454 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 19853 members 
Mstep: Class 28 contains 28592 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175336 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222896.000000 Penalty: 109917.796875
Iteration 204Q: 33 clusters Score -1.242229e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 7544 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13597 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 19083 members 
Mstep: Class 13 contains 171781 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 9699 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 14400 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 170311 members 
Mstep: Class 22 contains 171410 members 
Mstep: Class 23 contains 36258 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 19864 members 
Mstep: Class 28 contains 28604 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175372 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222912.000000 Penalty: 109917.796875
Iteration 205Q: 33 clusters Score -1.242229e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 7529 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13584 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 12629 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 19085 members 
Mstep: Class 13 contains 171781 members 
Mstep: Class 14 contains 8302 members 
Mstep: Class 15 contains 9701 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 14397 members 
Mstep: Class 19 contains 54711 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 170295 members 
Mstep: Class 22 contains 171404 members 
Mstep: Class 23 contains 36263 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 19876 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 13907 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175395 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222888.000000 Penalty: 109917.796875
Iteration 206Q: 33 clusters Score -1.242229e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 3779 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 19090 members 
Mstep: Class 13 contains 171783 members 
Mstep: Class 14 contains 8300 members 
Mstep: Class 15 contains 9699 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 18 contains 14397 members 
Mstep: Class 19 contains 54711 members 
Mstep: Class 20 contains 5562 members 
Mstep: Class 21 contains 170306 members 
Mstep: Class 22 contains 171394 members 
Mstep: Class 23 contains 36271 members 
Mstep: Class 24 contains 5445 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 19886 members 
Mstep: Class 28 contains 28616 members 
Mstep: Class 29 contains 13905 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175408 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223120.000000 Penalty: 109917.796875
Iteration 207Q: 33 clusters Score -1.242231e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 7488 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13551 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 12639 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 19093 members 
Mstep: Class 13 contains 171789 members 
Mstep: Class 14 contains 8300 members 
Mstep: Class 15 contains 9701 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 54711 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 170303 members 
Mstep: Class 22 contains 171407 members 
Mstep: Class 23 contains 36269 members 
Mstep: Class 24 contains 5442 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 19909 members 
Mstep: Class 28 contains 28618 members 
Mstep: Class 29 contains 13904 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175410 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222984.000000 Penalty: 109917.796875
Iteration 208Q: 33 clusters Score -1.24223e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 13525 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 12651 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 19090 members 
Mstep: Class 13 contains 171790 members 
Mstep: Class 14 contains 8300 members 
Mstep: Class 15 contains 9699 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 5404 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 170305 members 
Mstep: Class 22 contains 171410 members 
Mstep: Class 23 contains 36276 members 
Mstep: Class 24 contains 5441 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 19927 members 
Mstep: Class 28 contains 28630 members 
Mstep: Class 29 contains 13901 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175420 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223120.000000 Penalty: 109917.796875
Iteration 209Q: 33 clusters Score -1.242231e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 13492 members 
Mstep: Class 5 contains 5548 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19097 members 
Mstep: Class 13 contains 171783 members 
Mstep: Class 14 contains 8301 members 
Mstep: Class 15 contains 9703 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 5406 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 170296 members 
Mstep: Class 22 contains 171429 members 
Mstep: Class 23 contains 36285 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 19952 members 
Mstep: Class 28 contains 28634 members 
Mstep: Class 29 contains 13901 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175423 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223232.000000 Penalty: 109917.796875
Iteration 210Q: 33 clusters Score -1.242232e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13482 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 171774 members 
Mstep: Class 14 contains 8304 members 
Mstep: Class 15 contains 9706 members 
Mstep: Class 16 contains 20382 members 
Mstep: Class 17 contains 5407 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 5569 members 
Mstep: Class 21 contains 170295 members 
Mstep: Class 22 contains 171422 members 
Mstep: Class 23 contains 36281 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 19978 members 
Mstep: Class 28 contains 28657 members 
Mstep: Class 29 contains 13898 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175406 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223336.000000 Penalty: 109917.796875
Iteration 211Q: 33 clusters Score -1.242233e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13461 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 3779 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 171766 members 
Mstep: Class 14 contains 8302 members 
Mstep: Class 15 contains 9715 members 
Mstep: Class 16 contains 20382 members 
Mstep: Class 17 contains 5407 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 170319 members 
Mstep: Class 22 contains 171405 members 
Mstep: Class 23 contains 36284 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 20011 members 
Mstep: Class 28 contains 28676 members 
Mstep: Class 29 contains 13898 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175376 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223408.000000 Penalty: 109917.796875
Iteration 212Q: 33 clusters Score -1.242234e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 3779 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19103 members 
Mstep: Class 13 contains 171753 members 
Mstep: Class 14 contains 8299 members 
Mstep: Class 15 contains 9720 members 
Mstep: Class 16 contains 20383 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 54711 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 170342 members 
Mstep: Class 22 contains 171390 members 
Mstep: Class 23 contains 36289 members 
Mstep: Class 24 contains 5433 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 20042 members 
Mstep: Class 28 contains 28707 members 
Mstep: Class 29 contains 13894 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175345 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223560.000000 Penalty: 109917.796875
Iteration 213Q: 33 clusters Score -1.242236e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13424 members 
Mstep: Class 5 contains 5553 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 12645 members 
Mstep: Class 8 contains 6187 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19110 members 
Mstep: Class 13 contains 171731 members 
Mstep: Class 14 contains 8297 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 20383 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 170372 members 
Mstep: Class 22 contains 171350 members 
Mstep: Class 23 contains 36291 members 
Mstep: Class 24 contains 5436 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20078 members 
Mstep: Class 28 contains 28726 members 
Mstep: Class 29 contains 13893 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175325 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223768.000000 Penalty: 109917.796875
Iteration 214Q: 33 clusters Score -1.242238e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13399 members 
Mstep: Class 5 contains 5555 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 12645 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 171709 members 
Mstep: Class 14 contains 8298 members 
Mstep: Class 15 contains 9730 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 5406 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 170396 members 
Mstep: Class 22 contains 171342 members 
Mstep: Class 23 contains 36291 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20116 members 
Mstep: Class 28 contains 28728 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175316 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223768.000000 Penalty: 109917.796875
Iteration 215Q: 33 clusters Score -1.242238e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 13382 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 5935 members 
Mstep: Class 12 contains 19140 members 
Mstep: Class 13 contains 171680 members 
Mstep: Class 14 contains 8297 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 20375 members 
Mstep: Class 17 contains 5407 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 170414 members 
Mstep: Class 22 contains 171338 members 
Mstep: Class 23 contains 36295 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 20165 members 
Mstep: Class 28 contains 28730 members 
Mstep: Class 29 contains 13890 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175306 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223832.000000 Penalty: 109917.796875
Iteration 216Q: 33 clusters Score -1.242238e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 7372 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 13364 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 12644 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 19160 members 
Mstep: Class 13 contains 171660 members 
Mstep: Class 14 contains 8297 members 
Mstep: Class 15 contains 9730 members 
Mstep: Class 16 contains 20374 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5580 members 
Mstep: Class 21 contains 170422 members 
Mstep: Class 22 contains 171335 members 
Mstep: Class 23 contains 36301 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 20195 members 
Mstep: Class 28 contains 28738 members 
Mstep: Class 29 contains 13887 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175300 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223952.000000 Penalty: 109917.796875
Iteration 217Q: 33 clusters Score -1.24224e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13338 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 12650 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 19177 members 
Mstep: Class 13 contains 171645 members 
Mstep: Class 14 contains 8298 members 
Mstep: Class 15 contains 9737 members 
Mstep: Class 16 contains 20372 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 170418 members 
Mstep: Class 22 contains 171369 members 
Mstep: Class 23 contains 36308 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 20223 members 
Mstep: Class 28 contains 28732 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175272 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224016.000000 Penalty: 109917.796875
Iteration 218Q: 33 clusters Score -1.24224e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13317 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 12653 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 19198 members 
Mstep: Class 13 contains 171633 members 
Mstep: Class 14 contains 8299 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 20369 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 5583 members 
Mstep: Class 21 contains 170414 members 
Mstep: Class 22 contains 171383 members 
Mstep: Class 23 contains 36320 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 20253 members 
Mstep: Class 28 contains 28726 members 
Mstep: Class 29 contains 13880 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175258 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224104.000000 Penalty: 109917.796875
Iteration 219Q: 33 clusters Score -1.242241e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 5578 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 12652 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 19222 members 
Mstep: Class 13 contains 171602 members 
Mstep: Class 14 contains 8300 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 20366 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 5586 members 
Mstep: Class 21 contains 170414 members 
Mstep: Class 22 contains 171372 members 
Mstep: Class 23 contains 36326 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 20286 members 
Mstep: Class 28 contains 28721 members 
Mstep: Class 29 contains 13886 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175270 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224120.000000 Penalty: 109917.796875
Iteration 220F: 33 clusters Score -1.242241e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13268 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 19246 members 
Mstep: Class 13 contains 171565 members 
Mstep: Class 14 contains 8305 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 20359 members 
Mstep: Class 17 contains 5413 members 
Mstep: Class 18 contains 14413 members 
Mstep: Class 19 contains 54713 members 
Mstep: Class 20 contains 5586 members 
Mstep: Class 21 contains 170406 members 
Mstep: Class 22 contains 171365 members 
Mstep: Class 23 contains 36330 members 
Mstep: Class 24 contains 5443 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 20325 members 
Mstep: Class 28 contains 28708 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175298 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224288.000000 Penalty: 109917.796875
Iteration 221Q: 33 clusters Score -1.242243e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13251 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 19268 members 
Mstep: Class 13 contains 171500 members 
Mstep: Class 14 contains 8306 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 20355 members 
Mstep: Class 17 contains 5420 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 5586 members 
Mstep: Class 21 contains 170403 members 
Mstep: Class 22 contains 171359 members 
Mstep: Class 23 contains 36331 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 20384 members 
Mstep: Class 28 contains 28715 members 
Mstep: Class 29 contains 13896 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175310 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224248.000000 Penalty: 109917.796875
Iteration 222Q: 33 clusters Score -1.242242e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13240 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 19295 members 
Mstep: Class 13 contains 171427 members 
Mstep: Class 14 contains 8306 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 20354 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 54714 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 170390 members 
Mstep: Class 22 contains 171357 members 
Mstep: Class 23 contains 36339 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 28710 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175308 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224328.000000 Penalty: 109917.796875
Iteration 223Q: 33 clusters Score -1.242243e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 7257 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 13222 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 12648 members 
Mstep: Class 8 contains 6173 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 171341 members 
Mstep: Class 14 contains 8307 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 20348 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 54717 members 
Mstep: Class 20 contains 5593 members 
Mstep: Class 21 contains 170400 members 
Mstep: Class 22 contains 171313 members 
Mstep: Class 23 contains 36339 members 
Mstep: Class 24 contains 5454 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 20523 members 
Mstep: Class 28 contains 28714 members 
Mstep: Class 29 contains 13888 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175347 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224296.000000 Penalty: 109917.796875
Iteration 224Q: 33 clusters Score -1.242243e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 7239 members 
Mstep: Class 3 contains 10089 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 12649 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 19369 members 
Mstep: Class 13 contains 171246 members 
Mstep: Class 14 contains 8306 members 
Mstep: Class 15 contains 9730 members 
Mstep: Class 16 contains 20342 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 14393 members 
Mstep: Class 19 contains 54719 members 
Mstep: Class 20 contains 5593 members 
Mstep: Class 21 contains 170410 members 
Mstep: Class 22 contains 171286 members 
Mstep: Class 23 contains 36337 members 
Mstep: Class 24 contains 5457 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20610 members 
Mstep: Class 28 contains 28712 members 
Mstep: Class 29 contains 13887 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175376 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224296.000000 Penalty: 109917.796875
Iteration 225Q: 33 clusters Score -1.242243e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 7226 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13183 members 
Mstep: Class 5 contains 5621 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12652 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 19411 members 
Mstep: Class 13 contains 171155 members 
Mstep: Class 14 contains 8307 members 
Mstep: Class 15 contains 9736 members 
Mstep: Class 16 contains 20331 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 14394 members 
Mstep: Class 19 contains 54718 members 
Mstep: Class 20 contains 5597 members 
Mstep: Class 21 contains 170430 members 
Mstep: Class 22 contains 171241 members 
Mstep: Class 23 contains 36328 members 
Mstep: Class 24 contains 5455 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20706 members 
Mstep: Class 28 contains 28705 members 
Mstep: Class 29 contains 13885 members 
Mstep: Class 30 contains 474 members 
Mstep: Class 31 contains 175388 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224128.000000 Penalty: 109917.796875
Iteration 226Q: 33 clusters Score -1.242241e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 13167 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 5949 members 
Mstep: Class 12 contains 19459 members 
Mstep: Class 13 contains 171044 members 
Mstep: Class 14 contains 8306 members 
Mstep: Class 15 contains 9742 members 
Mstep: Class 16 contains 20324 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 14394 members 
Mstep: Class 19 contains 54717 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 170442 members 
Mstep: Class 22 contains 171183 members 
Mstep: Class 23 contains 36322 members 
Mstep: Class 24 contains 5458 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 20811 members 
Mstep: Class 28 contains 28701 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175415 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224320.000000 Penalty: 109917.796875
Iteration 227Q: 33 clusters Score -1.242243e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 10089 members 
Mstep: Class 4 contains 13152 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 19521 members 
Mstep: Class 13 contains 170887 members 
Mstep: Class 14 contains 8309 members 
Mstep: Class 15 contains 9745 members 
Mstep: Class 16 contains 20318 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 14387 members 
Mstep: Class 19 contains 54718 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 170456 members 
Mstep: Class 22 contains 171154 members 
Mstep: Class 23 contains 36310 members 
Mstep: Class 24 contains 5459 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 20943 members 
Mstep: Class 28 contains 28692 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175425 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224320.000000 Penalty: 109917.796875
Iteration 228Q: 33 clusters Score -1.242243e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 7174 members 
Mstep: Class 3 contains 10092 members 
Mstep: Class 4 contains 13126 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 19603 members 
Mstep: Class 13 contains 170709 members 
Mstep: Class 14 contains 8310 members 
Mstep: Class 15 contains 9747 members 
Mstep: Class 16 contains 20312 members 
Mstep: Class 17 contains 5428 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 54724 members 
Mstep: Class 20 contains 5597 members 
Mstep: Class 21 contains 170463 members 
Mstep: Class 22 contains 171119 members 
Mstep: Class 23 contains 36311 members 
Mstep: Class 24 contains 5467 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 21070 members 
Mstep: Class 28 contains 28683 members 
Mstep: Class 29 contains 13886 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175439 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224504.000000 Penalty: 109917.796875
Iteration 229Q: 33 clusters Score -1.242245e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 3 contains 10097 members 
Mstep: Class 4 contains 13093 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 12653 members 
Mstep: Class 8 contains 6194 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 19669 members 
Mstep: Class 13 contains 170536 members 
Mstep: Class 14 contains 8313 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 20308 members 
Mstep: Class 17 contains 5430 members 
Mstep: Class 18 contains 14371 members 
Mstep: Class 19 contains 54728 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 170465 members 
Mstep: Class 22 contains 171097 members 
Mstep: Class 23 contains 36314 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 21200 members 
Mstep: Class 28 contains 28685 members 
Mstep: Class 29 contains 13887 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175446 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224856.000000 Penalty: 109917.796875
Iteration 230Q: 33 clusters Score -1.242249e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 10101 members 
Mstep: Class 4 contains 13069 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12647 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 19754 members 
Mstep: Class 13 contains 170417 members 
Mstep: Class 14 contains 8315 members 
Mstep: Class 15 contains 9749 members 
Mstep: Class 16 contains 20305 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54736 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 170474 members 
Mstep: Class 22 contains 171053 members 
Mstep: Class 23 contains 36319 members 
Mstep: Class 24 contains 5481 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 21258 members 
Mstep: Class 28 contains 28701 members 
Mstep: Class 29 contains 13884 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175462 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225208.000000 Penalty: 109917.796875
Iteration 231Q: 33 clusters Score -1.242252e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 7126 members 
Mstep: Class 3 contains 10103 members 
Mstep: Class 4 contains 13062 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 19844 members 
Mstep: Class 13 contains 170298 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 9745 members 
Mstep: Class 16 contains 20302 members 
Mstep: Class 17 contains 5430 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 54741 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 170468 members 
Mstep: Class 22 contains 171033 members 
Mstep: Class 23 contains 36326 members 
Mstep: Class 24 contains 5487 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 21312 members 
Mstep: Class 28 contains 28712 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175447 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225176.000000 Penalty: 109917.796875
Iteration 232Q: 33 clusters Score -1.242252e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 10104 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 5719 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 12653 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 19932 members 
Mstep: Class 13 contains 170182 members 
Mstep: Class 14 contains 8316 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 20296 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 54742 members 
Mstep: Class 20 contains 5595 members 
Mstep: Class 21 contains 170469 members 
Mstep: Class 22 contains 171002 members 
Mstep: Class 23 contains 36337 members 
Mstep: Class 24 contains 5492 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 21346 members 
Mstep: Class 28 contains 28721 members 
Mstep: Class 29 contains 13876 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175445 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225264.000000 Penalty: 109917.796875
Iteration 233Q: 33 clusters Score -1.242253e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 10105 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 12653 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 20020 members 
Mstep: Class 13 contains 170113 members 
Mstep: Class 14 contains 8319 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 20291 members 
Mstep: Class 17 contains 5430 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 54741 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 170465 members 
Mstep: Class 22 contains 170988 members 
Mstep: Class 23 contains 36344 members 
Mstep: Class 24 contains 5501 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 21358 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 13872 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175435 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225192.000000 Penalty: 109917.796875
Iteration 234Q: 33 clusters Score -1.242252e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 10104 members 
Mstep: Class 4 contains 13011 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12661 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 20100 members 
Mstep: Class 13 contains 170050 members 
Mstep: Class 14 contains 8322 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 20284 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 14364 members 
Mstep: Class 19 contains 54750 members 
Mstep: Class 20 contains 5595 members 
Mstep: Class 21 contains 170473 members 
Mstep: Class 22 contains 170968 members 
Mstep: Class 23 contains 36349 members 
Mstep: Class 24 contains 5502 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 21350 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175453 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225136.000000 Penalty: 109917.796875
Iteration 235Q: 33 clusters Score -1.242251e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 10103 members 
Mstep: Class 4 contains 12988 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12671 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 20179 members 
Mstep: Class 13 contains 170010 members 
Mstep: Class 14 contains 8324 members 
Mstep: Class 15 contains 9762 members 
Mstep: Class 16 contains 20281 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 14363 members 
Mstep: Class 19 contains 54751 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 170483 members 
Mstep: Class 22 contains 170926 members 
Mstep: Class 23 contains 36356 members 
Mstep: Class 24 contains 5507 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 21306 members 
Mstep: Class 28 contains 28731 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175488 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225192.000000 Penalty: 109917.796875
Iteration 236Q: 33 clusters Score -1.242252e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 10106 members 
Mstep: Class 4 contains 12957 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 12681 members 
Mstep: Class 8 contains 6148 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 20252 members 
Mstep: Class 13 contains 169985 members 
Mstep: Class 14 contains 8326 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 20275 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 14362 members 
Mstep: Class 19 contains 54753 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 170502 members 
Mstep: Class 22 contains 170889 members 
Mstep: Class 23 contains 36360 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 21255 members 
Mstep: Class 28 contains 28734 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175522 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225416.000000 Penalty: 109917.796875
Iteration 237Q: 33 clusters Score -1.242254e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 10105 members 
Mstep: Class 4 contains 12944 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 12689 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 20309 members 
Mstep: Class 13 contains 169953 members 
Mstep: Class 14 contains 8325 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 20268 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 14356 members 
Mstep: Class 19 contains 54753 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 170500 members 
Mstep: Class 22 contains 170886 members 
Mstep: Class 23 contains 36356 members 
Mstep: Class 24 contains 5522 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 21227 members 
Mstep: Class 28 contains 28729 members 
Mstep: Class 29 contains 13875 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175539 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225400.000000 Penalty: 109917.796875
Iteration 238Q: 33 clusters Score -1.242254e+08 nChanged 507
Entering ConstructFrom: 
Score: -124225400.000000 Penalty: 109917.796875
Entering ConstructFrom: 
Trying to split cluster 1 (27386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Entering Unmasked Estep 
Score: -3371441.000000 Penalty: 2534.011230
	Iteration 0F: 2 clusters Score -3371441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3352513.500000 Penalty: 5068.022461
	Iteration 0F: 3 clusters Score -3352514 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3359255.750000 Penalty: 5068.022461
	Iteration 1F: 3 clusters Score -3359256 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3359695.500000 Penalty: 5068.022461
	Iteration 2Q: 3 clusters Score -3359696 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3360107.000000 Penalty: 5068.022461
	Iteration 3Q: 3 clusters Score -3360107 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3360533.000000 Penalty: 5068.022461
	Iteration 4Q: 3 clusters Score -3360533 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3361018.250000 Penalty: 5068.022461
	Iteration 5Q: 3 clusters Score -3361018 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3361627.250000 Penalty: 5068.022461
	Iteration 6Q: 3 clusters Score -3361627 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3362392.000000 Penalty: 5068.022461
	Iteration 7F: 3 clusters Score -3362392 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3363279.000000 Penalty: 5068.022461
	Iteration 8F: 3 clusters Score -3363279 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3364287.250000 Penalty: 5068.022461
	Iteration 9F: 3 clusters Score -3364287 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3365334.500000 Penalty: 5068.022461
	Iteration 10F: 3 clusters Score -3365334 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3366338.000000 Penalty: 5068.022461
	Iteration 11Q: 3 clusters Score -3366338 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3367189.000000 Penalty: 5068.022461
	Iteration 12Q: 3 clusters Score -3367189 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3367855.750000 Penalty: 5068.022461
	Iteration 13Q: 3 clusters Score -3367856 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3368325.500000 Penalty: 5068.022461
	Iteration 14Q: 3 clusters Score -3368326 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3368676.250000 Penalty: 5068.022461
	Iteration 15Q: 3 clusters Score -3368676 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3368895.750000 Penalty: 5068.022461
	Iteration 16Q: 3 clusters Score -3368896 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3369018.250000 Penalty: 5068.022461
	Iteration 17Q: 3 clusters Score -3369018 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3369126.750000 Penalty: 5068.022461
	Iteration 18Q: 3 clusters Score -3369127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3369180.500000 Penalty: 5068.022461
	Iteration 19Q: 3 clusters Score -3369180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3369233.750000 Penalty: 5068.022461
	Iteration 20F: 3 clusters Score -3369234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3369268.750000 Penalty: 5068.022461
	Iteration 21Q: 3 clusters Score -3369269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3369309.750000 Penalty: 5068.022461
	Iteration 22Q: 3 clusters Score -3369310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3369337.250000 Penalty: 5068.022461
	Iteration 23Q: 3 clusters Score -3369337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3369357.500000 Penalty: 5068.022461
	Iteration 24Q: 3 clusters Score -3369358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3369381.250000 Penalty: 5068.022461
	Iteration 25Q: 3 clusters Score -3369381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3369385.250000 Penalty: 5068.022461
	Iteration 26Q: 3 clusters Score -3369385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3369386.000000 Penalty: 5068.022461
	Iteration 27Q: 3 clusters Score -3369386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3369390.250000 Penalty: 5068.022461
	Iteration 28Q: 3 clusters Score -3369390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3369386.500000 Penalty: 5068.022461
	Iteration 29Q: 3 clusters Score -3369386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3369391.000000 Penalty: 5068.022461
	Iteration 30Q: 3 clusters Score -3369391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3369392.250000 Penalty: 5068.022461
	Iteration 31Q: 3 clusters Score -3369392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3369392.500000 Penalty: 5068.022461
	Iteration 32Q: 3 clusters Score -3369392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3369392.500000 Penalty: 5068.022461
	Iteration 33Q: 3 clusters Score -3369392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3369393.500000 Penalty: 5068.022461
	Iteration 34Q: 3 clusters Score -3369394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3369392.250000 Penalty: 5068.022461
	Iteration 35Q: 3 clusters Score -3369392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3369392.250000 Penalty: 5068.022461
	Iteration 36F: 3 clusters Score -3369392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Entering Unmasked Estep 
Score: -869503.437500 Penalty: 2196.204590
	Iteration 0F: 2 clusters Score -869503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -863670.937500 Penalty: 4392.409180
	Iteration 0F: 3 clusters Score -863670.9 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -865216.812500 Penalty: 4392.409180
	Iteration 1F: 3 clusters Score -865216.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -865488.687500 Penalty: 4392.409180
	Iteration 2F: 3 clusters Score -865488.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -865673.312500 Penalty: 4392.409180
	Iteration 3F: 3 clusters Score -865673.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -865807.312500 Penalty: 4392.409180
	Iteration 4Q: 3 clusters Score -865807.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -865913.937500 Penalty: 4392.409180
	Iteration 5Q: 3 clusters Score -865913.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -865989.875000 Penalty: 4392.409180
	Iteration 6Q: 3 clusters Score -865989.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -866048.250000 Penalty: 4392.409180
	Iteration 7Q: 3 clusters Score -866048.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -866114.437500 Penalty: 4392.409180
	Iteration 8Q: 3 clusters Score -866114.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -866176.937500 Penalty: 4392.409180
	Iteration 9Q: 3 clusters Score -866176.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -866241.375000 Penalty: 4392.409180
	Iteration 10Q: 3 clusters Score -866241.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -866300.937500 Penalty: 4392.409180
	Iteration 11Q: 3 clusters Score -866300.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -866354.062500 Penalty: 4392.409180
	Iteration 12Q: 3 clusters Score -866354.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -866413.062500 Penalty: 4392.409180
	Iteration 13Q: 3 clusters Score -866413.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -866469.187500 Penalty: 4392.409180
	Iteration 14Q: 3 clusters Score -866469.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -866533.937500 Penalty: 4392.409180
	Iteration 15Q: 3 clusters Score -866533.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -866603.687500 Penalty: 4392.409180
	Iteration 16Q: 3 clusters Score -866603.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -866688.500000 Penalty: 4392.409180
	Iteration 17Q: 3 clusters Score -866688.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -866781.500000 Penalty: 4392.409180
	Iteration 18Q: 3 clusters Score -866781.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -866868.750000 Penalty: 4392.409180
	Iteration 19Q: 3 clusters Score -866868.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -866952.000000 Penalty: 4392.409180
	Iteration 20F: 3 clusters Score -866952 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -867027.125000 Penalty: 4392.409180
	Iteration 21Q: 3 clusters Score -867027.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -867104.875000 Penalty: 4392.409180
	Iteration 22Q: 3 clusters Score -867104.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -867173.812500 Penalty: 4392.409180
	Iteration 23Q: 3 clusters Score -867173.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -867235.875000 Penalty: 4392.409180
	Iteration 24Q: 3 clusters Score -867235.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -867287.500000 Penalty: 4392.409180
	Iteration 25Q: 3 clusters Score -867287.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -867342.187500 Penalty: 4392.409180
	Iteration 26Q: 3 clusters Score -867342.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -867377.312500 Penalty: 4392.409180
	Iteration 27Q: 3 clusters Score -867377.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -867407.875000 Penalty: 4392.409180
	Iteration 28Q: 3 clusters Score -867407.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -867440.187500 Penalty: 4392.409180
	Iteration 29Q: 3 clusters Score -867440.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -867461.000000 Penalty: 4392.409180
	Iteration 30Q: 3 clusters Score -867461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -867479.875000 Penalty: 4392.409180
	Iteration 31Q: 3 clusters Score -867479.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -867489.125000 Penalty: 4392.409180
	Iteration 32Q: 3 clusters Score -867489.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -867500.875000 Penalty: 4392.409180
	Iteration 33Q: 3 clusters Score -867500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -867508.750000 Penalty: 4392.409180
	Iteration 34Q: 3 clusters Score -867508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -867514.500000 Penalty: 4392.409180
	Iteration 35Q: 3 clusters Score -867514.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -867524.062500 Penalty: 4392.409180
	Iteration 36Q: 3 clusters Score -867524.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -867533.812500 Penalty: 4392.409180
	Iteration 37Q: 3 clusters Score -867533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -867547.375000 Penalty: 4392.409180
	Iteration 38Q: 3 clusters Score -867547.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -867557.625000 Penalty: 4392.409180
	Iteration 39Q: 3 clusters Score -867557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -867566.437500 Penalty: 4392.409180
	Iteration 40F: 3 clusters Score -867566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -867571.437500 Penalty: 4392.409180
	Iteration 41Q: 3 clusters Score -867571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -867576.000000 Penalty: 4392.409180
	Iteration 42Q: 3 clusters Score -867576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -867583.437500 Penalty: 4392.409180
	Iteration 43Q: 3 clusters Score -867583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -867587.187500 Penalty: 4392.409180
	Iteration 44Q: 3 clusters Score -867587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -867590.500000 Penalty: 4392.409180
	Iteration 45Q: 3 clusters Score -867590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -867594.187500 Penalty: 4392.409180
	Iteration 46Q: 3 clusters Score -867594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -867598.125000 Penalty: 4392.409180
	Iteration 47Q: 3 clusters Score -867598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -867602.812500 Penalty: 4392.409180
	Iteration 48Q: 3 clusters Score -867602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -867603.250000 Penalty: 4392.409180
	Iteration 49Q: 3 clusters Score -867603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -867603.812500 Penalty: 4392.409180
	Iteration 50Q: 3 clusters Score -867603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -867606.062500 Penalty: 4392.409180
	Iteration 51Q: 3 clusters Score -867606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -867607.000000 Penalty: 4392.409180
	Iteration 52Q: 3 clusters Score -867607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -867607.000000 Penalty: 4392.409180
	Iteration 53F: 3 clusters Score -867607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Entering Unmasked Estep 
Score: -1234169.000000 Penalty: 2286.754883
	Iteration 0F: 2 clusters Score -1234169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1226484.625000 Penalty: 4573.509766
	Iteration 0F: 3 clusters Score -1226485 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1228764.875000 Penalty: 4573.509766
	Iteration 1F: 3 clusters Score -1228765 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1229223.750000 Penalty: 4573.509766
	Iteration 2F: 3 clusters Score -1229224 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1229750.125000 Penalty: 4573.509766
	Iteration 3F: 3 clusters Score -1229750 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1230366.125000 Penalty: 4573.509766
	Iteration 4F: 3 clusters Score -1230366 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1231022.750000 Penalty: 4573.509766
	Iteration 5F: 3 clusters Score -1231023 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1231517.125000 Penalty: 4573.509766
	Iteration 6F: 3 clusters Score -1231517 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1231825.500000 Penalty: 4573.509766
	Iteration 7Q: 3 clusters Score -1231826 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1231987.375000 Penalty: 4573.509766
	Iteration 8Q: 3 clusters Score -1231987 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1232088.875000 Penalty: 4573.509766
	Iteration 9Q: 3 clusters Score -1232089 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1232164.750000 Penalty: 4573.509766
	Iteration 10Q: 3 clusters Score -1232165 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1232211.000000 Penalty: 4573.509766
	Iteration 11Q: 3 clusters Score -1232211 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1232252.250000 Penalty: 4573.509766
	Iteration 12Q: 3 clusters Score -1232252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1232291.875000 Penalty: 4573.509766
	Iteration 13Q: 3 clusters Score -1232292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1232313.875000 Penalty: 4573.509766
	Iteration 14Q: 3 clusters Score -1232314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1232329.125000 Penalty: 4573.509766
	Iteration 15Q: 3 clusters Score -1232329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1232352.375000 Penalty: 4573.509766
	Iteration 16Q: 3 clusters Score -1232352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1232375.750000 Penalty: 4573.509766
	Iteration 17Q: 3 clusters Score -1232376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1232411.000000 Penalty: 4573.509766
	Iteration 18Q: 3 clusters Score -1232411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1232443.750000 Penalty: 4573.509766
	Iteration 19Q: 3 clusters Score -1232444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1232470.500000 Penalty: 4573.509766
	Iteration 20F: 3 clusters Score -1232470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1232482.625000 Penalty: 4573.509766
	Iteration 21Q: 3 clusters Score -1232483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1232507.625000 Penalty: 4573.509766
	Iteration 22Q: 3 clusters Score -1232508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1232526.750000 Penalty: 4573.509766
	Iteration 23Q: 3 clusters Score -1232527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1232540.875000 Penalty: 4573.509766
	Iteration 24Q: 3 clusters Score -1232541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1232547.625000 Penalty: 4573.509766
	Iteration 25Q: 3 clusters Score -1232548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1232553.375000 Penalty: 4573.509766
	Iteration 26Q: 3 clusters Score -1232553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1232563.625000 Penalty: 4573.509766
	Iteration 27Q: 3 clusters Score -1232564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1232574.375000 Penalty: 4573.509766
	Iteration 28Q: 3 clusters Score -1232574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1232580.000000 Penalty: 4573.509766
	Iteration 29Q: 3 clusters Score -1232580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1232582.125000 Penalty: 4573.509766
	Iteration 30Q: 3 clusters Score -1232582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1232583.500000 Penalty: 4573.509766
	Iteration 31Q: 3 clusters Score -1232584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1232588.500000 Penalty: 4573.509766
	Iteration 32Q: 3 clusters Score -1232588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1232591.625000 Penalty: 4573.509766
	Iteration 33Q: 3 clusters Score -1232592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1232598.250000 Penalty: 4573.509766
	Iteration 34Q: 3 clusters Score -1232598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1232602.000000 Penalty: 4573.509766
	Iteration 35Q: 3 clusters Score -1232602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1232608.625000 Penalty: 4573.509766
	Iteration 36Q: 3 clusters Score -1232609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1232607.125000 Penalty: 4573.509766
	Iteration 37Q: 3 clusters Score -1232607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1232613.875000 Penalty: 4573.509766
	Iteration 38Q: 3 clusters Score -1232614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1232617.125000 Penalty: 4573.509766
	Iteration 39Q: 3 clusters Score -1232617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1232621.875000 Penalty: 4573.509766
	Iteration 40F: 3 clusters Score -1232622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1232625.875000 Penalty: 4573.509766
	Iteration 41Q: 3 clusters Score -1232626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1232626.125000 Penalty: 4573.509766
	Iteration 42Q: 3 clusters Score -1232626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1232629.750000 Penalty: 4573.509766
	Iteration 43Q: 3 clusters Score -1232630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1232634.500000 Penalty: 4573.509766
	Iteration 44Q: 3 clusters Score -1232634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1232637.125000 Penalty: 4573.509766
	Iteration 45Q: 3 clusters Score -1232637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1232640.000000 Penalty: 4573.509766
	Iteration 46Q: 3 clusters Score -1232640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1232641.250000 Penalty: 4573.509766
	Iteration 47Q: 3 clusters Score -1232641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1232647.125000 Penalty: 4573.509766
	Iteration 48Q: 3 clusters Score -1232647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1232650.375000 Penalty: 4573.509766
	Iteration 49Q: 3 clusters Score -1232650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1232651.875000 Penalty: 4573.509766
	Iteration 50Q: 3 clusters Score -1232652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1232657.875000 Penalty: 4573.509766
	Iteration 51Q: 3 clusters Score -1232658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1232659.250000 Penalty: 4573.509766
	Iteration 52Q: 3 clusters Score -1232659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1232661.875000 Penalty: 4573.509766
	Iteration 53Q: 3 clusters Score -1232662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1232663.625000 Penalty: 4573.509766
	Iteration 54Q: 3 clusters Score -1232664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1232666.375000 Penalty: 4573.509766
	Iteration 55Q: 3 clusters Score -1232666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1232669.750000 Penalty: 4573.509766
	Iteration 56Q: 3 clusters Score -1232670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1232676.250000 Penalty: 4573.509766
	Iteration 57Q: 3 clusters Score -1232676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1232683.000000 Penalty: 4573.509766
	Iteration 58Q: 3 clusters Score -1232683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1232683.750000 Penalty: 4573.509766
	Iteration 59Q: 3 clusters Score -1232684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1232686.875000 Penalty: 4573.509766
	Iteration 60F: 3 clusters Score -1232687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1232687.000000 Penalty: 4573.509766
	Iteration 61Q: 3 clusters Score -1232687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1232689.125000 Penalty: 4573.509766
	Iteration 62Q: 3 clusters Score -1232689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1232686.500000 Penalty: 4573.509766
	Iteration 63Q: 3 clusters Score -1232686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1232687.000000 Penalty: 4573.509766
	Iteration 64Q: 3 clusters Score -1232687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1232687.000000 Penalty: 4573.509766
	Iteration 65F: 3 clusters Score -1232687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Entering Unmasked Estep 
Score: -1685883.875000 Penalty: 2347.910889
	Iteration 0F: 2 clusters Score -1685884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1676265.750000 Penalty: 4695.821777
	Iteration 0F: 3 clusters Score -1676266 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1679200.125000 Penalty: 4695.821777
	Iteration 1F: 3 clusters Score -1679200 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1679463.625000 Penalty: 4695.821777
	Iteration 2F: 3 clusters Score -1679464 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1679636.375000 Penalty: 4695.821777
	Iteration 3Q: 3 clusters Score -1679636 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1679751.125000 Penalty: 4695.821777
	Iteration 4Q: 3 clusters Score -1679751 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1679853.500000 Penalty: 4695.821777
	Iteration 5Q: 3 clusters Score -1679854 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1679931.625000 Penalty: 4695.821777
	Iteration 6Q: 3 clusters Score -1679932 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1680015.375000 Penalty: 4695.821777
	Iteration 7Q: 3 clusters Score -1680015 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1680105.875000 Penalty: 4695.821777
	Iteration 8Q: 3 clusters Score -1680106 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1680179.000000 Penalty: 4695.821777
	Iteration 9Q: 3 clusters Score -1680179 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1680267.875000 Penalty: 4695.821777
	Iteration 10Q: 3 clusters Score -1680268 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1680390.125000 Penalty: 4695.821777
	Iteration 11Q: 3 clusters Score -1680390 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1680541.500000 Penalty: 4695.821777
	Iteration 12Q: 3 clusters Score -1680542 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1680741.000000 Penalty: 4695.821777
	Iteration 13Q: 3 clusters Score -1680741 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1681020.000000 Penalty: 4695.821777
	Iteration 14Q: 3 clusters Score -1681020 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1681394.250000 Penalty: 4695.821777
	Iteration 15Q: 3 clusters Score -1681394 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1681818.625000 Penalty: 4695.821777
	Iteration 16Q: 3 clusters Score -1681819 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1682306.375000 Penalty: 4695.821777
	Iteration 17Q: 3 clusters Score -1682306 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1682759.375000 Penalty: 4695.821777
	Iteration 18Q: 3 clusters Score -1682759 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1683166.500000 Penalty: 4695.821777
	Iteration 19Q: 3 clusters Score -1683166 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1683436.125000 Penalty: 4695.821777
	Iteration 20F: 3 clusters Score -1683436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1683587.000000 Penalty: 4695.821777
	Iteration 21Q: 3 clusters Score -1683587 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1683658.000000 Penalty: 4695.821777
	Iteration 22Q: 3 clusters Score -1683658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1683718.125000 Penalty: 4695.821777
	Iteration 23Q: 3 clusters Score -1683718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1683758.625000 Penalty: 4695.821777
	Iteration 24Q: 3 clusters Score -1683759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1683789.000000 Penalty: 4695.821777
	Iteration 25Q: 3 clusters Score -1683789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1683803.625000 Penalty: 4695.821777
	Iteration 26Q: 3 clusters Score -1683804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1683812.625000 Penalty: 4695.821777
	Iteration 27Q: 3 clusters Score -1683813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1683818.000000 Penalty: 4695.821777
	Iteration 28Q: 3 clusters Score -1683818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1683826.125000 Penalty: 4695.821777
	Iteration 29Q: 3 clusters Score -1683826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1683834.000000 Penalty: 4695.821777
	Iteration 30Q: 3 clusters Score -1683834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1683844.875000 Penalty: 4695.821777
	Iteration 31Q: 3 clusters Score -1683845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1683847.500000 Penalty: 4695.821777
	Iteration 32Q: 3 clusters Score -1683848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1683849.250000 Penalty: 4695.821777
	Iteration 33Q: 3 clusters Score -1683849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1683851.375000 Penalty: 4695.821777
	Iteration 34Q: 3 clusters Score -1683851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1683851.375000 Penalty: 4695.821777
	Iteration 35F: 3 clusters Score -1683851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -645692.750000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -645692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -640728.187500 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -640728.2 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -642013.375000 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -642013.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -642299.875000 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -642299.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -642521.875000 Penalty: 4294.108398
	Iteration 3F: 3 clusters Score -642521.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -642685.125000 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -642685.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -642802.750000 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -642802.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -642884.062500 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -642884.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -642947.500000 Penalty: 4294.108398
	Iteration 7Q: 3 clusters Score -642947.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -643009.250000 Penalty: 4294.108398
	Iteration 8Q: 3 clusters Score -643009.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -643069.187500 Penalty: 4294.108398
	Iteration 9Q: 3 clusters Score -643069.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -643124.187500 Penalty: 4294.108398
	Iteration 10Q: 3 clusters Score -643124.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -643172.812500 Penalty: 4294.108398
	Iteration 11Q: 3 clusters Score -643172.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -643215.500000 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -643215.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -643262.375000 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -643262.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -643314.125000 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -643314.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -643355.500000 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -643355.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -643399.250000 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -643399.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -643451.000000 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -643451 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -643513.562500 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -643513.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -643574.687500 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -643574.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -643626.500000 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -643626.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -643682.000000 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -643682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -643736.125000 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -643736.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -643785.937500 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -643785.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -643840.750000 Penalty: 4294.108398
	Iteration 24Q: 3 clusters Score -643840.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -643888.500000 Penalty: 4294.108398
	Iteration 25Q: 3 clusters Score -643888.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -643942.812500 Penalty: 4294.108398
	Iteration 26Q: 3 clusters Score -643942.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -643993.125000 Penalty: 4294.108398
	Iteration 27Q: 3 clusters Score -643993.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -644057.687500 Penalty: 4294.108398
	Iteration 28Q: 3 clusters Score -644057.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -644113.000000 Penalty: 4294.108398
	Iteration 29Q: 3 clusters Score -644113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -644156.187500 Penalty: 4294.108398
	Iteration 30Q: 3 clusters Score -644156.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -644184.250000 Penalty: 4294.108398
	Iteration 31Q: 3 clusters Score -644184.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -644205.625000 Penalty: 4294.108398
	Iteration 32Q: 3 clusters Score -644205.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -644222.375000 Penalty: 4294.108398
	Iteration 33Q: 3 clusters Score -644222.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -644236.000000 Penalty: 4294.108398
	Iteration 34Q: 3 clusters Score -644236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -644253.812500 Penalty: 4294.108398
	Iteration 35Q: 3 clusters Score -644253.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -644263.375000 Penalty: 4294.108398
	Iteration 36Q: 3 clusters Score -644263.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -644276.062500 Penalty: 4294.108398
	Iteration 37Q: 3 clusters Score -644276.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -644285.125000 Penalty: 4294.108398
	Iteration 38Q: 3 clusters Score -644285.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -644292.062500 Penalty: 4294.108398
	Iteration 39Q: 3 clusters Score -644292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -644295.687500 Penalty: 4294.108398
	Iteration 40F: 3 clusters Score -644295.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -644300.250000 Penalty: 4294.108398
	Iteration 41Q: 3 clusters Score -644300.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -644304.562500 Penalty: 4294.108398
	Iteration 42Q: 3 clusters Score -644304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -644308.250000 Penalty: 4294.108398
	Iteration 43Q: 3 clusters Score -644308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -644307.375000 Penalty: 4294.108398
	Iteration 44Q: 3 clusters Score -644307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -644307.812500 Penalty: 4294.108398
	Iteration 45Q: 3 clusters Score -644307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -644307.500000 Penalty: 4294.108398
	Iteration 46Q: 3 clusters Score -644307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -644307.500000 Penalty: 4294.108398
	Iteration 47F: 3 clusters Score -644307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -433772.437500 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -433772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -430017.843750 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -430017.8 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -430843.968750 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -430844 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -431024.906250 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -431024.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -431154.593750 Penalty: 4083.290283
	Iteration 3F: 3 clusters Score -431154.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -431242.750000 Penalty: 4083.290283
	Iteration 4Q: 3 clusters Score -431242.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -431330.250000 Penalty: 4083.290283
	Iteration 5Q: 3 clusters Score -431330.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -431421.625000 Penalty: 4083.290283
	Iteration 6Q: 3 clusters Score -431421.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -431509.343750 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -431509.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -431599.375000 Penalty: 4083.290283
	Iteration 8Q: 3 clusters Score -431599.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -431711.343750 Penalty: 4083.290283
	Iteration 9Q: 3 clusters Score -431711.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -431824.625000 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -431824.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -431942.875000 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -431942.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -432050.906250 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -432050.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -432129.687500 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -432129.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -432195.625000 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -432195.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -432240.718750 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -432240.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -432267.687500 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -432267.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -432291.156250 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -432291.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -432313.468750 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -432313.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -432325.812500 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -432325.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -432344.031250 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -432344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -432370.156250 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -432370.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -432397.906250 Penalty: 4083.290283
	Iteration 22Q: 3 clusters Score -432397.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -432414.031250 Penalty: 4083.290283
	Iteration 23Q: 3 clusters Score -432414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -432432.625000 Penalty: 4083.290283
	Iteration 24Q: 3 clusters Score -432432.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -432451.062500 Penalty: 4083.290283
	Iteration 25Q: 3 clusters Score -432451.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -432463.593750 Penalty: 4083.290283
	Iteration 26Q: 3 clusters Score -432463.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -432477.500000 Penalty: 4083.290283
	Iteration 27Q: 3 clusters Score -432477.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -432493.906250 Penalty: 4083.290283
	Iteration 28Q: 3 clusters Score -432493.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -432506.062500 Penalty: 4083.290283
	Iteration 29Q: 3 clusters Score -432506.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -432523.812500 Penalty: 4083.290283
	Iteration 30Q: 3 clusters Score -432523.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -432542.187500 Penalty: 4083.290283
	Iteration 31Q: 3 clusters Score -432542.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432554.687500 Penalty: 4083.290283
	Iteration 32Q: 3 clusters Score -432554.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -432574.531250 Penalty: 4083.290283
	Iteration 33Q: 3 clusters Score -432574.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -432596.062500 Penalty: 4083.290283
	Iteration 34Q: 3 clusters Score -432596.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -432615.562500 Penalty: 4083.290283
	Iteration 35Q: 3 clusters Score -432615.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -432635.281250 Penalty: 4083.290283
	Iteration 36Q: 3 clusters Score -432635.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -432654.500000 Penalty: 4083.290283
	Iteration 37Q: 3 clusters Score -432654.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -432665.468750 Penalty: 4083.290283
	Iteration 38Q: 3 clusters Score -432665.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -432672.906250 Penalty: 4083.290283
	Iteration 39Q: 3 clusters Score -432672.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -432682.187500 Penalty: 4083.290283
	Iteration 40F: 3 clusters Score -432682.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432684.656250 Penalty: 4083.290283
	Iteration 41Q: 3 clusters Score -432684.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -432688.343750 Penalty: 4083.290283
	Iteration 42Q: 3 clusters Score -432688.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -432691.656250 Penalty: 4083.290283
	Iteration 43Q: 3 clusters Score -432691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -432698.562500 Penalty: 4083.290283
	Iteration 44Q: 3 clusters Score -432698.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -432703.312500 Penalty: 4083.290283
	Iteration 45Q: 3 clusters Score -432703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -432708.531250 Penalty: 4083.290283
	Iteration 46Q: 3 clusters Score -432708.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -432715.750000 Penalty: 4083.290283
	Iteration 47Q: 3 clusters Score -432715.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -432722.281250 Penalty: 4083.290283
	Iteration 48Q: 3 clusters Score -432722.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -432728.406250 Penalty: 4083.290283
	Iteration 49Q: 3 clusters Score -432728.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -432735.125000 Penalty: 4083.290283
	Iteration 50Q: 3 clusters Score -432735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -432741.906250 Penalty: 4083.290283
	Iteration 51Q: 3 clusters Score -432741.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -432747.406250 Penalty: 4083.290283
	Iteration 52Q: 3 clusters Score -432747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -432751.656250 Penalty: 4083.290283
	Iteration 53Q: 3 clusters Score -432751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -432753.875000 Penalty: 4083.290283
	Iteration 54Q: 3 clusters Score -432753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -432753.875000 Penalty: 4083.290283
	Iteration 55F: 3 clusters Score -432753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -1511057.125000 Penalty: 2343.440430
	Iteration 0F: 2 clusters Score -1511057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1501644.500000 Penalty: 4686.880859
	Iteration 0F: 3 clusters Score -1501644 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1504515.625000 Penalty: 4686.880859
	Iteration 1F: 3 clusters Score -1504516 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1504896.750000 Penalty: 4686.880859
	Iteration 2F: 3 clusters Score -1504897 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1505237.000000 Penalty: 4686.880859
	Iteration 3F: 3 clusters Score -1505237 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1505551.125000 Penalty: 4686.880859
	Iteration 4F: 3 clusters Score -1505551 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1505898.250000 Penalty: 4686.880859
	Iteration 5Q: 3 clusters Score -1505898 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1506300.500000 Penalty: 4686.880859
	Iteration 6F: 3 clusters Score -1506300 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1506745.500000 Penalty: 4686.880859
	Iteration 7F: 3 clusters Score -1506746 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1507204.750000 Penalty: 4686.880859
	Iteration 8F: 3 clusters Score -1507205 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1507653.625000 Penalty: 4686.880859
	Iteration 9Q: 3 clusters Score -1507654 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1508012.250000 Penalty: 4686.880859
	Iteration 10Q: 3 clusters Score -1508012 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1508313.500000 Penalty: 4686.880859
	Iteration 11Q: 3 clusters Score -1508314 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1508544.875000 Penalty: 4686.880859
	Iteration 12Q: 3 clusters Score -1508545 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1508718.250000 Penalty: 4686.880859
	Iteration 13Q: 3 clusters Score -1508718 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1508816.000000 Penalty: 4686.880859
	Iteration 14Q: 3 clusters Score -1508816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1508886.875000 Penalty: 4686.880859
	Iteration 15Q: 3 clusters Score -1508887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1508937.500000 Penalty: 4686.880859
	Iteration 16Q: 3 clusters Score -1508938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1508976.625000 Penalty: 4686.880859
	Iteration 17Q: 3 clusters Score -1508977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1509005.500000 Penalty: 4686.880859
	Iteration 18Q: 3 clusters Score -1509006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1509022.375000 Penalty: 4686.880859
	Iteration 19Q: 3 clusters Score -1509022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1509030.875000 Penalty: 4686.880859
	Iteration 20F: 3 clusters Score -1509031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1509041.375000 Penalty: 4686.880859
	Iteration 21Q: 3 clusters Score -1509041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1509052.000000 Penalty: 4686.880859
	Iteration 22Q: 3 clusters Score -1509052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1509057.375000 Penalty: 4686.880859
	Iteration 23Q: 3 clusters Score -1509057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1509061.250000 Penalty: 4686.880859
	Iteration 24Q: 3 clusters Score -1509061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1509063.625000 Penalty: 4686.880859
	Iteration 25Q: 3 clusters Score -1509064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1509064.875000 Penalty: 4686.880859
	Iteration 26Q: 3 clusters Score -1509065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1509069.125000 Penalty: 4686.880859
	Iteration 27Q: 3 clusters Score -1509069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1509074.625000 Penalty: 4686.880859
	Iteration 28Q: 3 clusters Score -1509075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1509076.250000 Penalty: 4686.880859
	Iteration 29Q: 3 clusters Score -1509076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1509078.375000 Penalty: 4686.880859
	Iteration 30Q: 3 clusters Score -1509078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1509080.750000 Penalty: 4686.880859
	Iteration 31Q: 3 clusters Score -1509081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1509080.875000 Penalty: 4686.880859
	Iteration 32Q: 3 clusters Score -1509081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1509082.375000 Penalty: 4686.880859
	Iteration 33Q: 3 clusters Score -1509082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1509084.125000 Penalty: 4686.880859
	Iteration 34Q: 3 clusters Score -1509084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1509087.375000 Penalty: 4686.880859
	Iteration 35Q: 3 clusters Score -1509087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1509089.000000 Penalty: 4686.880859
	Iteration 36Q: 3 clusters Score -1509089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1509090.375000 Penalty: 4686.880859
	Iteration 37Q: 3 clusters Score -1509090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1509091.375000 Penalty: 4686.880859
	Iteration 38Q: 3 clusters Score -1509091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1509091.875000 Penalty: 4686.880859
	Iteration 39Q: 3 clusters Score -1509092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1509092.625000 Penalty: 4686.880859
	Iteration 40F: 3 clusters Score -1509093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -730877.000000 Penalty: 2163.280762
	Iteration 0F: 2 clusters Score -730877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -725620.187500 Penalty: 4326.561523
	Iteration 0F: 3 clusters Score -725620.2 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -727014.750000 Penalty: 4326.561523
	Iteration 1F: 3 clusters Score -727014.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -727338.375000 Penalty: 4326.561523
	Iteration 2F: 3 clusters Score -727338.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -727592.125000 Penalty: 4326.561523
	Iteration 3F: 3 clusters Score -727592.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -727776.687500 Penalty: 4326.561523
	Iteration 4Q: 3 clusters Score -727776.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -727954.187500 Penalty: 4326.561523
	Iteration 5Q: 3 clusters Score -727954.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -728121.125000 Penalty: 4326.561523
	Iteration 6Q: 3 clusters Score -728121.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -728273.125000 Penalty: 4326.561523
	Iteration 7Q: 3 clusters Score -728273.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -728392.875000 Penalty: 4326.561523
	Iteration 8Q: 3 clusters Score -728392.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -728502.062500 Penalty: 4326.561523
	Iteration 9Q: 3 clusters Score -728502.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -728583.187500 Penalty: 4326.561523
	Iteration 10Q: 3 clusters Score -728583.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -728650.812500 Penalty: 4326.561523
	Iteration 11Q: 3 clusters Score -728650.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -728718.187500 Penalty: 4326.561523
	Iteration 12Q: 3 clusters Score -728718.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -728770.250000 Penalty: 4326.561523
	Iteration 13Q: 3 clusters Score -728770.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -728808.187500 Penalty: 4326.561523
	Iteration 14Q: 3 clusters Score -728808.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -728831.562500 Penalty: 4326.561523
	Iteration 15Q: 3 clusters Score -728831.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -728855.000000 Penalty: 4326.561523
	Iteration 16Q: 3 clusters Score -728855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -728877.000000 Penalty: 4326.561523
	Iteration 17Q: 3 clusters Score -728877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -728894.500000 Penalty: 4326.561523
	Iteration 18Q: 3 clusters Score -728894.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -728911.687500 Penalty: 4326.561523
	Iteration 19Q: 3 clusters Score -728911.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -728920.000000 Penalty: 4326.561523
	Iteration 20F: 3 clusters Score -728920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -728930.062500 Penalty: 4326.561523
	Iteration 21Q: 3 clusters Score -728930.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -728943.437500 Penalty: 4326.561523
	Iteration 22Q: 3 clusters Score -728943.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -728954.125000 Penalty: 4326.561523
	Iteration 23Q: 3 clusters Score -728954.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -728963.437500 Penalty: 4326.561523
	Iteration 24Q: 3 clusters Score -728963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -728968.812500 Penalty: 4326.561523
	Iteration 25Q: 3 clusters Score -728968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -728973.875000 Penalty: 4326.561523
	Iteration 26Q: 3 clusters Score -728973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -728977.312500 Penalty: 4326.561523
	Iteration 27Q: 3 clusters Score -728977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -728981.875000 Penalty: 4326.561523
	Iteration 28Q: 3 clusters Score -728981.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -728987.687500 Penalty: 4326.561523
	Iteration 29Q: 3 clusters Score -728987.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -728996.125000 Penalty: 4326.561523
	Iteration 30Q: 3 clusters Score -728996.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -729007.500000 Penalty: 4326.561523
	Iteration 31Q: 3 clusters Score -729007.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -729016.562500 Penalty: 4326.561523
	Iteration 32Q: 3 clusters Score -729016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -729032.000000 Penalty: 4326.561523
	Iteration 33Q: 3 clusters Score -729032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -729041.125000 Penalty: 4326.561523
	Iteration 34Q: 3 clusters Score -729041.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -729050.562500 Penalty: 4326.561523
	Iteration 35Q: 3 clusters Score -729050.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -729061.062500 Penalty: 4326.561523
	Iteration 36Q: 3 clusters Score -729061.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -729070.312500 Penalty: 4326.561523
	Iteration 37Q: 3 clusters Score -729070.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -729077.062500 Penalty: 4326.561523
	Iteration 38Q: 3 clusters Score -729077.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -729086.500000 Penalty: 4326.561523
	Iteration 39Q: 3 clusters Score -729086.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -729094.375000 Penalty: 4326.561523
	Iteration 40F: 3 clusters Score -729094.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -729098.187500 Penalty: 4326.561523
	Iteration 41Q: 3 clusters Score -729098.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -729102.687500 Penalty: 4326.561523
	Iteration 42Q: 3 clusters Score -729102.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -729110.312500 Penalty: 4326.561523
	Iteration 43Q: 3 clusters Score -729110.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -729115.062500 Penalty: 4326.561523
	Iteration 44Q: 3 clusters Score -729115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -729124.000000 Penalty: 4326.561523
	Iteration 45Q: 3 clusters Score -729124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -729124.937500 Penalty: 4326.561523
	Iteration 46Q: 3 clusters Score -729124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -729128.562500 Penalty: 4326.561523
	Iteration 47Q: 3 clusters Score -729128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -729130.437500 Penalty: 4326.561523
	Iteration 48Q: 3 clusters Score -729130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -729132.875000 Penalty: 4326.561523
	Iteration 49Q: 3 clusters Score -729132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -729136.812500 Penalty: 4326.561523
	Iteration 50Q: 3 clusters Score -729136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -729137.812500 Penalty: 4326.561523
	Iteration 51Q: 3 clusters Score -729137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -729138.000000 Penalty: 4326.561523
	Iteration 52Q: 3 clusters Score -729138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -729140.375000 Penalty: 4326.561523
	Iteration 53Q: 3 clusters Score -729140.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -729141.187500 Penalty: 4326.561523
	Iteration 54Q: 3 clusters Score -729141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -729144.125000 Penalty: 4326.561523
	Iteration 55Q: 3 clusters Score -729144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -729145.812500 Penalty: 4326.561523
	Iteration 56Q: 3 clusters Score -729145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -729148.625000 Penalty: 4326.561523
	Iteration 57Q: 3 clusters Score -729148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -729147.875000 Penalty: 4326.561523
	Iteration 58Q: 3 clusters Score -729147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -729147.875000 Penalty: 4326.561523
	Iteration 59F: 3 clusters Score -729147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -122011.539062 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -122011.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120007.593750 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -120007.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120480.664062 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -120480.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120756.710938 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -120756.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121003.414062 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -121003.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121130.492188 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -121130.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121248.750000 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -121248.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121351.976562 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -121352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121460.765625 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -121460.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121543.132812 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -121543.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121613.914062 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -121613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121657.281250 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -121657.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121712.179688 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -121712.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121785.453125 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -121785.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121865.203125 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -121865.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121940.757812 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -121940.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -121985.562500 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -121985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122017.914062 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -122017.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122099.820312 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -122099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -122180.757812 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -122180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -122220.906250 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -122220.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122251.875000 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -122251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122257.828125 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -122257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122257.828125 Penalty: 3480.683105
	Iteration 22F: 3 clusters Score -122257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 7014 members 
Mstep: Class 3 contains 10105 members 
Mstep: Class 4 contains 12931 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12700 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 378 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 20369 members 
Mstep: Class 13 contains 169935 members 
Mstep: Class 14 contains 8327 members 
Mstep: Class 15 contains 9779 members 
Mstep: Class 16 contains 20262 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 14348 members 
Mstep: Class 19 contains 54755 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 170503 members 
Mstep: Class 22 contains 170886 members 
Mstep: Class 23 contains 36363 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 21154 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175548 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 738 members 
Entering Unmasked Estep 
Score: -124224096.000000 Penalty: 113352.726562
Splitting cluster 9 changes total score from -124225400.000000 to -124224096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -590396.125000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -590396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -585921.875000 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -585921.9 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -586910.062500 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -586910.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -587131.937500 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -587131.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -587275.562500 Penalty: 4211.562988
	Iteration 3F: 3 clusters Score -587275.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -587404.937500 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -587404.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -587491.375000 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -587491.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -587566.250000 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -587566.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -587618.000000 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -587618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -587668.812500 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -587668.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -587711.437500 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -587711.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -587744.062500 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -587744.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -587769.625000 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -587769.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -587790.250000 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -587790.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -587814.812500 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -587814.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -587831.625000 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -587831.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -587847.000000 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -587847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -587863.812500 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -587863.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -587881.312500 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -587881.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -587899.125000 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -587899.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -587918.812500 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -587918.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -587935.437500 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -587935.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -587961.312500 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -587961.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -587984.437500 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -587984.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -588006.250000 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -588006.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -588023.500000 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -588023.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -588040.937500 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -588040.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -588059.875000 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -588059.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -588078.250000 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -588078.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -588096.312500 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -588096.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -588116.187500 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -588116.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -588131.812500 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -588131.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -588146.437500 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -588146.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -588167.687500 Penalty: 4211.562988
	Iteration 32Q: 3 clusters Score -588167.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -588186.187500 Penalty: 4211.562988
	Iteration 33Q: 3 clusters Score -588186.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -588197.937500 Penalty: 4211.562988
	Iteration 34Q: 3 clusters Score -588197.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -588213.375000 Penalty: 4211.562988
	Iteration 35Q: 3 clusters Score -588213.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -588233.875000 Penalty: 4211.562988
	Iteration 36Q: 3 clusters Score -588233.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -588249.437500 Penalty: 4211.562988
	Iteration 37Q: 3 clusters Score -588249.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -588267.500000 Penalty: 4211.562988
	Iteration 38Q: 3 clusters Score -588267.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -588278.812500 Penalty: 4211.562988
	Iteration 39Q: 3 clusters Score -588278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -588292.312500 Penalty: 4211.562988
	Iteration 40F: 3 clusters Score -588292.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -588304.437500 Penalty: 4211.562988
	Iteration 41Q: 3 clusters Score -588304.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -588311.875000 Penalty: 4211.562988
	Iteration 42Q: 3 clusters Score -588311.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -588319.875000 Penalty: 4211.562988
	Iteration 43Q: 3 clusters Score -588319.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -588329.187500 Penalty: 4211.562988
	Iteration 44Q: 3 clusters Score -588329.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -588343.312500 Penalty: 4211.562988
	Iteration 45Q: 3 clusters Score -588343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -588350.687500 Penalty: 4211.562988
	Iteration 46Q: 3 clusters Score -588350.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -588361.812500 Penalty: 4211.562988
	Iteration 47Q: 3 clusters Score -588361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -588370.750000 Penalty: 4211.562988
	Iteration 48Q: 3 clusters Score -588370.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -588378.375000 Penalty: 4211.562988
	Iteration 49Q: 3 clusters Score -588378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -588383.875000 Penalty: 4211.562988
	Iteration 50Q: 3 clusters Score -588383.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -588390.437500 Penalty: 4211.562988
	Iteration 51Q: 3 clusters Score -588390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -588392.312500 Penalty: 4211.562988
	Iteration 52Q: 3 clusters Score -588392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -588396.625000 Penalty: 4211.562988
	Iteration 53Q: 3 clusters Score -588396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -588398.687500 Penalty: 4211.562988
	Iteration 54Q: 3 clusters Score -588398.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -588403.687500 Penalty: 4211.562988
	Iteration 55Q: 3 clusters Score -588403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -588408.875000 Penalty: 4211.562988
	Iteration 56Q: 3 clusters Score -588408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -588410.312500 Penalty: 4211.562988
	Iteration 57Q: 3 clusters Score -588410.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -588413.875000 Penalty: 4211.562988
	Iteration 58Q: 3 clusters Score -588413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -588417.000000 Penalty: 4211.562988
	Iteration 59Q: 3 clusters Score -588417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -588422.625000 Penalty: 4211.562988
	Iteration 60F: 3 clusters Score -588422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -588424.562500 Penalty: 4211.562988
	Iteration 61Q: 3 clusters Score -588424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -588425.625000 Penalty: 4211.562988
	Iteration 62Q: 3 clusters Score -588425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -588430.125000 Penalty: 4211.562988
	Iteration 63Q: 3 clusters Score -588430.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -588434.875000 Penalty: 4211.562988
	Iteration 64Q: 3 clusters Score -588434.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -588439.000000 Penalty: 4211.562988
	Iteration 65Q: 3 clusters Score -588439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -588441.875000 Penalty: 4211.562988
	Iteration 66Q: 3 clusters Score -588441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -588444.625000 Penalty: 4211.562988
	Iteration 67Q: 3 clusters Score -588444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -588446.000000 Penalty: 4211.562988
	Iteration 68Q: 3 clusters Score -588446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -588448.062500 Penalty: 4211.562988
	Iteration 69Q: 3 clusters Score -588448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -588448.937500 Penalty: 4211.562988
	Iteration 70Q: 3 clusters Score -588448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -588450.562500 Penalty: 4211.562988
	Iteration 71Q: 3 clusters Score -588450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -588451.562500 Penalty: 4211.562988
	Iteration 72Q: 3 clusters Score -588451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -588451.687500 Penalty: 4211.562988
	Iteration 73Q: 3 clusters Score -588451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -588451.687500 Penalty: 4211.562988
	Iteration 74F: 3 clusters Score -588451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -716180.125000 Penalty: 2155.279297
	Iteration 0F: 2 clusters Score -716180.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -711052.875000 Penalty: 4310.558594
	Iteration 0F: 3 clusters Score -711052.9 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -712345.312500 Penalty: 4310.558594
	Iteration 1F: 3 clusters Score -712345.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -712656.562500 Penalty: 4310.558594
	Iteration 2F: 3 clusters Score -712656.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -712930.625000 Penalty: 4310.558594
	Iteration 3F: 3 clusters Score -712930.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -713250.500000 Penalty: 4310.558594
	Iteration 4F: 3 clusters Score -713250.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -713613.062500 Penalty: 4310.558594
	Iteration 5F: 3 clusters Score -713613.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -714055.062500 Penalty: 4310.558594
	Iteration 6F: 3 clusters Score -714055.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -714535.187500 Penalty: 4310.558594
	Iteration 7F: 3 clusters Score -714535.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -714932.500000 Penalty: 4310.558594
	Iteration 8F: 3 clusters Score -714932.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -715212.062500 Penalty: 4310.558594
	Iteration 9Q: 3 clusters Score -715212.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -715436.875000 Penalty: 4310.558594
	Iteration 10Q: 3 clusters Score -715436.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -715539.687500 Penalty: 4310.558594
	Iteration 11Q: 3 clusters Score -715539.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -715596.125000 Penalty: 4310.558594
	Iteration 12Q: 3 clusters Score -715596.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -715629.437500 Penalty: 4310.558594
	Iteration 13Q: 3 clusters Score -715629.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -715639.062500 Penalty: 4310.558594
	Iteration 14Q: 3 clusters Score -715639.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -715646.625000 Penalty: 4310.558594
	Iteration 15Q: 3 clusters Score -715646.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -715653.000000 Penalty: 4310.558594
	Iteration 16Q: 3 clusters Score -715653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -715663.000000 Penalty: 4310.558594
	Iteration 17Q: 3 clusters Score -715663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -715667.875000 Penalty: 4310.558594
	Iteration 18Q: 3 clusters Score -715667.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -715672.937500 Penalty: 4310.558594
	Iteration 19Q: 3 clusters Score -715672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -715681.875000 Penalty: 4310.558594
	Iteration 20F: 3 clusters Score -715681.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -715701.875000 Penalty: 4310.558594
	Iteration 21Q: 3 clusters Score -715701.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -715737.625000 Penalty: 4310.558594
	Iteration 22Q: 3 clusters Score -715737.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -715777.687500 Penalty: 4310.558594
	Iteration 23Q: 3 clusters Score -715777.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -715804.687500 Penalty: 4310.558594
	Iteration 24Q: 3 clusters Score -715804.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -715818.250000 Penalty: 4310.558594
	Iteration 25Q: 3 clusters Score -715818.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -715820.812500 Penalty: 4310.558594
	Iteration 26Q: 3 clusters Score -715820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -715825.687500 Penalty: 4310.558594
	Iteration 27Q: 3 clusters Score -715825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -715828.250000 Penalty: 4310.558594
	Iteration 28Q: 3 clusters Score -715828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -715830.812500 Penalty: 4310.558594
	Iteration 29Q: 3 clusters Score -715830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -715833.500000 Penalty: 4310.558594
	Iteration 30Q: 3 clusters Score -715833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -715833.750000 Penalty: 4310.558594
	Iteration 31Q: 3 clusters Score -715833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -715835.937500 Penalty: 4310.558594
	Iteration 32Q: 3 clusters Score -715835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -715835.937500 Penalty: 4310.558594
	Iteration 33F: 3 clusters Score -715835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Entering Unmasked Estep 
Score: -2496449.000000 Penalty: 2460.598633
	Iteration 0F: 2 clusters Score -2496449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2482215.000000 Penalty: 4921.197266
	Iteration 0F: 3 clusters Score -2482215 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2487139.000000 Penalty: 4921.197266
	Iteration 1F: 3 clusters Score -2487139 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2487668.500000 Penalty: 4921.197266
	Iteration 2F: 3 clusters Score -2487668 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2488158.250000 Penalty: 4921.197266
	Iteration 3F: 3 clusters Score -2488158 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2488620.250000 Penalty: 4921.197266
	Iteration 4Q: 3 clusters Score -2488620 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2489108.500000 Penalty: 4921.197266
	Iteration 5Q: 3 clusters Score -2489108 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2489613.500000 Penalty: 4921.197266
	Iteration 6Q: 3 clusters Score -2489614 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2490157.750000 Penalty: 4921.197266
	Iteration 7Q: 3 clusters Score -2490158 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2490650.000000 Penalty: 4921.197266
	Iteration 8Q: 3 clusters Score -2490650 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2491111.250000 Penalty: 4921.197266
	Iteration 9Q: 3 clusters Score -2491111 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2491489.000000 Penalty: 4921.197266
	Iteration 10Q: 3 clusters Score -2491489 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2491846.750000 Penalty: 4921.197266
	Iteration 11Q: 3 clusters Score -2491847 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2492189.000000 Penalty: 4921.197266
	Iteration 12Q: 3 clusters Score -2492189 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2492474.250000 Penalty: 4921.197266
	Iteration 13Q: 3 clusters Score -2492474 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2492740.750000 Penalty: 4921.197266
	Iteration 14Q: 3 clusters Score -2492741 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2492991.500000 Penalty: 4921.197266
	Iteration 15Q: 3 clusters Score -2492992 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2493229.750000 Penalty: 4921.197266
	Iteration 16Q: 3 clusters Score -2493230 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2493428.500000 Penalty: 4921.197266
	Iteration 17Q: 3 clusters Score -2493428 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2493610.000000 Penalty: 4921.197266
	Iteration 18Q: 3 clusters Score -2493610 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2493749.500000 Penalty: 4921.197266
	Iteration 19Q: 3 clusters Score -2493750 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2493885.500000 Penalty: 4921.197266
	Iteration 20F: 3 clusters Score -2493886 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2493990.750000 Penalty: 4921.197266
	Iteration 21Q: 3 clusters Score -2493991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2494086.000000 Penalty: 4921.197266
	Iteration 22Q: 3 clusters Score -2494086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2494149.500000 Penalty: 4921.197266
	Iteration 23Q: 3 clusters Score -2494150 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2494207.500000 Penalty: 4921.197266
	Iteration 24Q: 3 clusters Score -2494208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2494260.500000 Penalty: 4921.197266
	Iteration 25Q: 3 clusters Score -2494260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2494303.250000 Penalty: 4921.197266
	Iteration 26Q: 3 clusters Score -2494303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2494331.750000 Penalty: 4921.197266
	Iteration 27Q: 3 clusters Score -2494332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2494347.500000 Penalty: 4921.197266
	Iteration 28Q: 3 clusters Score -2494348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2494374.750000 Penalty: 4921.197266
	Iteration 29Q: 3 clusters Score -2494375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2494391.500000 Penalty: 4921.197266
	Iteration 30Q: 3 clusters Score -2494392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2494405.750000 Penalty: 4921.197266
	Iteration 31Q: 3 clusters Score -2494406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2494415.000000 Penalty: 4921.197266
	Iteration 32Q: 3 clusters Score -2494415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2494427.500000 Penalty: 4921.197266
	Iteration 33Q: 3 clusters Score -2494428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2494429.500000 Penalty: 4921.197266
	Iteration 34Q: 3 clusters Score -2494430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2494433.500000 Penalty: 4921.197266
	Iteration 35Q: 3 clusters Score -2494434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2494438.250000 Penalty: 4921.197266
	Iteration 36Q: 3 clusters Score -2494438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2494444.500000 Penalty: 4921.197266
	Iteration 37Q: 3 clusters Score -2494444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2494445.500000 Penalty: 4921.197266
	Iteration 38Q: 3 clusters Score -2494446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2494447.000000 Penalty: 4921.197266
	Iteration 39Q: 3 clusters Score -2494447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2494447.000000 Penalty: 4921.197266
	Iteration 40F: 3 clusters Score -2494447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2494451.250000 Penalty: 4921.197266
	Iteration 41Q: 3 clusters Score -2494451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2494456.500000 Penalty: 4921.197266
	Iteration 42Q: 3 clusters Score -2494456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2494457.250000 Penalty: 4921.197266
	Iteration 43Q: 3 clusters Score -2494457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2494459.750000 Penalty: 4921.197266
	Iteration 44Q: 3 clusters Score -2494460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2494459.250000 Penalty: 4921.197266
	Iteration 45Q: 3 clusters Score -2494459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2494460.750000 Penalty: 4921.197266
	Iteration 46Q: 3 clusters Score -2494461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2494465.500000 Penalty: 4921.197266
	Iteration 47Q: 3 clusters Score -2494466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2494463.750000 Penalty: 4921.197266
	Iteration 48Q: 3 clusters Score -2494464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2494463.000000 Penalty: 4921.197266
	Iteration 49Q: 3 clusters Score -2494463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2494462.500000 Penalty: 4921.197266
	Iteration 50Q: 3 clusters Score -2494462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2494462.500000 Penalty: 4921.197266
	Iteration 51F: 3 clusters Score -2494462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169935 members 
Entering Unmasked Estep 
Score: -20697634.000000 Penalty: 2986.706299
	Iteration 0F: 2 clusters Score -2.069763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -20584860.000000 Penalty: 5973.412598
	Iteration 0F: 3 clusters Score -2.058486e+07 nChanged 81843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -20633606.000000 Penalty: 5973.412598
	Iteration 1F: 3 clusters Score -2.063361e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -20635930.000000 Penalty: 5973.412598
	Iteration 2Q: 3 clusters Score -2.063593e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -20640270.000000 Penalty: 5973.412598
	Iteration 3F: 3 clusters Score -2.064027e+07 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -20648142.000000 Penalty: 5973.412598
	Iteration 4F: 3 clusters Score -2.064814e+07 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 129773 members 
Entering Unmasked Estep 
Score: -20660214.000000 Penalty: 5973.412598
	Iteration 5F: 3 clusters Score -2.066021e+07 nChanged 15488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -20674310.000000 Penalty: 5973.412598
	Iteration 6F: 3 clusters Score -2.067431e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 156491 members 
Entering Unmasked Estep 
Score: -20684778.000000 Penalty: 5973.412598
	Iteration 7F: 3 clusters Score -2.068478e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 163378 members 
Entering Unmasked Estep 
Score: -20690548.000000 Penalty: 5973.412598
	Iteration 8Q: 3 clusters Score -2.069055e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 166596 members 
Entering Unmasked Estep 
Score: -20693046.000000 Penalty: 5973.412598
	Iteration 9Q: 3 clusters Score -2.069305e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 167955 members 
Entering Unmasked Estep 
Score: -20694046.000000 Penalty: 5973.412598
	Iteration 10Q: 3 clusters Score -2.069405e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 168528 members 
Entering Unmasked Estep 
Score: -20694518.000000 Penalty: 5973.412598
	Iteration 11Q: 3 clusters Score -2.069452e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -20694826.000000 Penalty: 5973.412598
	Iteration 12Q: 3 clusters Score -2.069483e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -20695020.000000 Penalty: 5973.412598
	Iteration 13Q: 3 clusters Score -2.069502e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 169031 members 
Entering Unmasked Estep 
Score: -20695124.000000 Penalty: 5973.412598
	Iteration 14Q: 3 clusters Score -2.069512e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -20695236.000000 Penalty: 5973.412598
	Iteration 15Q: 3 clusters Score -2.069524e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -20695340.000000 Penalty: 5973.412598
	Iteration 16Q: 3 clusters Score -2.069534e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 169045 members 
Entering Unmasked Estep 
Score: -20695406.000000 Penalty: 5973.412598
	Iteration 17Q: 3 clusters Score -2.069541e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -20695434.000000 Penalty: 5973.412598
	Iteration 18Q: 3 clusters Score -2.069543e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -20695454.000000 Penalty: 5973.412598
	Iteration 19Q: 3 clusters Score -2.069545e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 169019 members 
Entering Unmasked Estep 
Score: -20695508.000000 Penalty: 5973.412598
	Iteration 20F: 3 clusters Score -2.069551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 169017 members 
Entering Unmasked Estep 
Score: -20695504.000000 Penalty: 5973.412598
	Iteration 21Q: 3 clusters Score -2.06955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 169015 members 
Entering Unmasked Estep 
Score: -20695520.000000 Penalty: 5973.412598
	Iteration 22Q: 3 clusters Score -2.069552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 169012 members 
Entering Unmasked Estep 
Score: -20695540.000000 Penalty: 5973.412598
	Iteration 23Q: 3 clusters Score -2.069554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 169006 members 
Entering Unmasked Estep 
Score: -20695522.000000 Penalty: 5973.412598
	Iteration 24Q: 3 clusters Score -2.069552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 168996 members 
Entering Unmasked Estep 
Score: -20695554.000000 Penalty: 5973.412598
	Iteration 25Q: 3 clusters Score -2.069555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -20695528.000000 Penalty: 5973.412598
	Iteration 26Q: 3 clusters Score -2.069553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 168971 members 
Entering Unmasked Estep 
Score: -20695550.000000 Penalty: 5973.412598
	Iteration 27Q: 3 clusters Score -2.069555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 168962 members 
Entering Unmasked Estep 
Score: -20695558.000000 Penalty: 5973.412598
	Iteration 28Q: 3 clusters Score -2.069556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 168953 members 
Entering Unmasked Estep 
Score: -20695572.000000 Penalty: 5973.412598
	Iteration 29Q: 3 clusters Score -2.069557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 168951 members 
Entering Unmasked Estep 
Score: -20695588.000000 Penalty: 5973.412598
	Iteration 30Q: 3 clusters Score -2.069559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -20695588.000000 Penalty: 5973.412598
	Iteration 31Q: 3 clusters Score -2.069559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -20695588.000000 Penalty: 5973.412598
	Iteration 32Q: 3 clusters Score -2.069559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -20695588.000000 Penalty: 5973.412598
	Iteration 33Q: 3 clusters Score -2.069559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 168949 members 
Entering Unmasked Estep 
Score: -20695592.000000 Penalty: 5973.412598
	Iteration 34Q: 3 clusters Score -2.069559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -20695596.000000 Penalty: 5973.412598
	Iteration 35Q: 3 clusters Score -2.06956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -20695614.000000 Penalty: 5973.412598
	Iteration 36Q: 3 clusters Score -2.069561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 168941 members 
Entering Unmasked Estep 
Score: -20695626.000000 Penalty: 5973.412598
	Iteration 37Q: 3 clusters Score -2.069563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -20695614.000000 Penalty: 5973.412598
	Iteration 38Q: 3 clusters Score -2.069561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 168935 members 
Entering Unmasked Estep 
Score: -20695628.000000 Penalty: 5973.412598
	Iteration 39Q: 3 clusters Score -2.069563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 168934 members 
Entering Unmasked Estep 
Score: -20695638.000000 Penalty: 5973.412598
	Iteration 40F: 3 clusters Score -2.069564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -20695640.000000 Penalty: 5973.412598
	Iteration 41Q: 3 clusters Score -2.069564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 168929 members 
Entering Unmasked Estep 
Score: -20695660.000000 Penalty: 5973.412598
	Iteration 42Q: 3 clusters Score -2.069566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 168930 members 
Entering Unmasked Estep 
Score: -20695650.000000 Penalty: 5973.412598
	Iteration 43Q: 3 clusters Score -2.069565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
Score: -20695652.000000 Penalty: 5973.412598
	Iteration 44Q: 3 clusters Score -2.069565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 168932 members 
Entering Unmasked Estep 
Score: -20695620.000000 Penalty: 5973.412598
	Iteration 45Q: 3 clusters Score -2.069562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 168932 members 
Entering Unmasked Estep 
Score: -20695620.000000 Penalty: 5973.412598
	Iteration 46Q: 3 clusters Score -2.069562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 168930 members 
Entering Unmasked Estep 
Score: -20695620.000000 Penalty: 5973.412598
	Iteration 47Q: 3 clusters Score -2.069562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 168929 members 
Entering Unmasked Estep 
Score: -20695628.000000 Penalty: 5973.412598
	Iteration 48Q: 3 clusters Score -2.069563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -20695630.000000 Penalty: 5973.412598
	Iteration 49Q: 3 clusters Score -2.069563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -20695630.000000 Penalty: 5973.412598
	Iteration 50F: 3 clusters Score -2.069563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Entering Unmasked Estep 
Score: -993138.312500 Penalty: 2238.760254
	Iteration 0F: 2 clusters Score -993138.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -986452.937500 Penalty: 4477.520508
	Iteration 0F: 3 clusters Score -986452.9 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -988314.437500 Penalty: 4477.520508
	Iteration 1F: 3 clusters Score -988314.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -988616.187500 Penalty: 4477.520508
	Iteration 2F: 3 clusters Score -988616.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -988807.937500 Penalty: 4477.520508
	Iteration 3F: 3 clusters Score -988807.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -988959.250000 Penalty: 4477.520508
	Iteration 4Q: 3 clusters Score -988959.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -989106.750000 Penalty: 4477.520508
	Iteration 5Q: 3 clusters Score -989106.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -989265.000000 Penalty: 4477.520508
	Iteration 6Q: 3 clusters Score -989265 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -989422.062500 Penalty: 4477.520508
	Iteration 7Q: 3 clusters Score -989422.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -989595.875000 Penalty: 4477.520508
	Iteration 8Q: 3 clusters Score -989595.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -989782.250000 Penalty: 4477.520508
	Iteration 9Q: 3 clusters Score -989782.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -989965.125000 Penalty: 4477.520508
	Iteration 10Q: 3 clusters Score -989965.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -990170.937500 Penalty: 4477.520508
	Iteration 11Q: 3 clusters Score -990170.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -990370.812500 Penalty: 4477.520508
	Iteration 12Q: 3 clusters Score -990370.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -990556.187500 Penalty: 4477.520508
	Iteration 13Q: 3 clusters Score -990556.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -990694.250000 Penalty: 4477.520508
	Iteration 14Q: 3 clusters Score -990694.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -990795.812500 Penalty: 4477.520508
	Iteration 15Q: 3 clusters Score -990795.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -990877.812500 Penalty: 4477.520508
	Iteration 16Q: 3 clusters Score -990877.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -990944.437500 Penalty: 4477.520508
	Iteration 17Q: 3 clusters Score -990944.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -991012.500000 Penalty: 4477.520508
	Iteration 18Q: 3 clusters Score -991012.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -991055.187500 Penalty: 4477.520508
	Iteration 19Q: 3 clusters Score -991055.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -991085.875000 Penalty: 4477.520508
	Iteration 20F: 3 clusters Score -991085.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -991108.250000 Penalty: 4477.520508
	Iteration 21Q: 3 clusters Score -991108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -991131.437500 Penalty: 4477.520508
	Iteration 22Q: 3 clusters Score -991131.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -991145.562500 Penalty: 4477.520508
	Iteration 23Q: 3 clusters Score -991145.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -991150.937500 Penalty: 4477.520508
	Iteration 24Q: 3 clusters Score -991150.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -991157.375000 Penalty: 4477.520508
	Iteration 25Q: 3 clusters Score -991157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -991168.062500 Penalty: 4477.520508
	Iteration 26Q: 3 clusters Score -991168.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -991178.375000 Penalty: 4477.520508
	Iteration 27Q: 3 clusters Score -991178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -991185.312500 Penalty: 4477.520508
	Iteration 28Q: 3 clusters Score -991185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -991187.437500 Penalty: 4477.520508
	Iteration 29Q: 3 clusters Score -991187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -991188.687500 Penalty: 4477.520508
	Iteration 30Q: 3 clusters Score -991188.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -991188.687500 Penalty: 4477.520508
	Iteration 31F: 3 clusters Score -991188.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Entering Unmasked Estep 
Score: -1149337.875000 Penalty: 2278.622070
	Iteration 0F: 2 clusters Score -1149338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1141877.375000 Penalty: 4557.244141
	Iteration 0F: 3 clusters Score -1141877 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1144062.375000 Penalty: 4557.244141
	Iteration 1F: 3 clusters Score -1144062 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1144393.500000 Penalty: 4557.244141
	Iteration 2F: 3 clusters Score -1144394 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1144604.250000 Penalty: 4557.244141
	Iteration 3Q: 3 clusters Score -1144604 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1144756.250000 Penalty: 4557.244141
	Iteration 4Q: 3 clusters Score -1144756 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1144897.125000 Penalty: 4557.244141
	Iteration 5Q: 3 clusters Score -1144897 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1145038.250000 Penalty: 4557.244141
	Iteration 6Q: 3 clusters Score -1145038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1145180.500000 Penalty: 4557.244141
	Iteration 7Q: 3 clusters Score -1145180 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1145357.875000 Penalty: 4557.244141
	Iteration 8Q: 3 clusters Score -1145358 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1145566.000000 Penalty: 4557.244141
	Iteration 9Q: 3 clusters Score -1145566 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1145830.375000 Penalty: 4557.244141
	Iteration 10Q: 3 clusters Score -1145830 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1146168.500000 Penalty: 4557.244141
	Iteration 11Q: 3 clusters Score -1146168 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1146546.875000 Penalty: 4557.244141
	Iteration 12Q: 3 clusters Score -1146547 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1146946.750000 Penalty: 4557.244141
	Iteration 13Q: 3 clusters Score -1146947 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1147254.875000 Penalty: 4557.244141
	Iteration 14Q: 3 clusters Score -1147255 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1147491.500000 Penalty: 4557.244141
	Iteration 15Q: 3 clusters Score -1147492 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1147651.750000 Penalty: 4557.244141
	Iteration 16Q: 3 clusters Score -1147652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1147737.875000 Penalty: 4557.244141
	Iteration 17Q: 3 clusters Score -1147738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1147791.000000 Penalty: 4557.244141
	Iteration 18Q: 3 clusters Score -1147791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1147829.125000 Penalty: 4557.244141
	Iteration 19Q: 3 clusters Score -1147829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1147857.250000 Penalty: 4557.244141
	Iteration 20F: 3 clusters Score -1147857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1147876.250000 Penalty: 4557.244141
	Iteration 21Q: 3 clusters Score -1147876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1147895.000000 Penalty: 4557.244141
	Iteration 22Q: 3 clusters Score -1147895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1147906.750000 Penalty: 4557.244141
	Iteration 23Q: 3 clusters Score -1147907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1147910.625000 Penalty: 4557.244141
	Iteration 24Q: 3 clusters Score -1147911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1147909.625000 Penalty: 4557.244141
	Iteration 25Q: 3 clusters Score -1147910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1147909.625000 Penalty: 4557.244141
	Iteration 26F: 3 clusters Score -1147910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Entering Unmasked Estep 
Score: -2479822.000000 Penalty: 2459.292725
	Iteration 0F: 2 clusters Score -2479822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2465497.500000 Penalty: 4918.585449
	Iteration 0F: 3 clusters Score -2465498 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2470368.500000 Penalty: 4918.585449
	Iteration 1F: 3 clusters Score -2470368 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2470866.250000 Penalty: 4918.585449
	Iteration 2F: 3 clusters Score -2470866 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2471410.500000 Penalty: 4918.585449
	Iteration 3F: 3 clusters Score -2471410 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2472070.000000 Penalty: 4918.585449
	Iteration 4F: 3 clusters Score -2472070 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2472721.000000 Penalty: 4918.585449
	Iteration 5F: 3 clusters Score -2472721 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2473358.250000 Penalty: 4918.585449
	Iteration 6F: 3 clusters Score -2473358 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2473966.750000 Penalty: 4918.585449
	Iteration 7F: 3 clusters Score -2473967 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2474468.750000 Penalty: 4918.585449
	Iteration 8Q: 3 clusters Score -2474469 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2474898.500000 Penalty: 4918.585449
	Iteration 9Q: 3 clusters Score -2474898 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2475204.000000 Penalty: 4918.585449
	Iteration 10Q: 3 clusters Score -2475204 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2475423.500000 Penalty: 4918.585449
	Iteration 11Q: 3 clusters Score -2475424 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2475622.750000 Penalty: 4918.585449
	Iteration 12Q: 3 clusters Score -2475623 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2475784.000000 Penalty: 4918.585449
	Iteration 13Q: 3 clusters Score -2475784 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2475915.250000 Penalty: 4918.585449
	Iteration 14Q: 3 clusters Score -2475915 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2476048.750000 Penalty: 4918.585449
	Iteration 15Q: 3 clusters Score -2476049 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2476189.250000 Penalty: 4918.585449
	Iteration 16Q: 3 clusters Score -2476189 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2476302.500000 Penalty: 4918.585449
	Iteration 17Q: 3 clusters Score -2476302 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2476428.750000 Penalty: 4918.585449
	Iteration 18Q: 3 clusters Score -2476429 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2476553.500000 Penalty: 4918.585449
	Iteration 19Q: 3 clusters Score -2476554 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2476687.250000 Penalty: 4918.585449
	Iteration 20F: 3 clusters Score -2476687 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2476811.000000 Penalty: 4918.585449
	Iteration 21Q: 3 clusters Score -2476811 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2476943.000000 Penalty: 4918.585449
	Iteration 22Q: 3 clusters Score -2476943 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2477065.750000 Penalty: 4918.585449
	Iteration 23Q: 3 clusters Score -2477066 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2477171.000000 Penalty: 4918.585449
	Iteration 24Q: 3 clusters Score -2477171 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2477295.000000 Penalty: 4918.585449
	Iteration 25Q: 3 clusters Score -2477295 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2477406.250000 Penalty: 4918.585449
	Iteration 26Q: 3 clusters Score -2477406 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2477495.500000 Penalty: 4918.585449
	Iteration 27Q: 3 clusters Score -2477496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2477572.500000 Penalty: 4918.585449
	Iteration 28Q: 3 clusters Score -2477572 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2477620.750000 Penalty: 4918.585449
	Iteration 29Q: 3 clusters Score -2477621 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2477675.750000 Penalty: 4918.585449
	Iteration 30Q: 3 clusters Score -2477676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2477712.250000 Penalty: 4918.585449
	Iteration 31Q: 3 clusters Score -2477712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2477740.000000 Penalty: 4918.585449
	Iteration 32Q: 3 clusters Score -2477740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2477770.250000 Penalty: 4918.585449
	Iteration 33Q: 3 clusters Score -2477770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2477784.500000 Penalty: 4918.585449
	Iteration 34Q: 3 clusters Score -2477784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2477798.000000 Penalty: 4918.585449
	Iteration 35Q: 3 clusters Score -2477798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2477806.750000 Penalty: 4918.585449
	Iteration 36Q: 3 clusters Score -2477807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2477829.500000 Penalty: 4918.585449
	Iteration 37Q: 3 clusters Score -2477830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2477844.250000 Penalty: 4918.585449
	Iteration 38Q: 3 clusters Score -2477844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2477849.250000 Penalty: 4918.585449
	Iteration 39Q: 3 clusters Score -2477849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2477856.500000 Penalty: 4918.585449
	Iteration 40F: 3 clusters Score -2477856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2477860.750000 Penalty: 4918.585449
	Iteration 41Q: 3 clusters Score -2477861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2477860.250000 Penalty: 4918.585449
	Iteration 42Q: 3 clusters Score -2477860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2477866.500000 Penalty: 4918.585449
	Iteration 43Q: 3 clusters Score -2477866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2477871.500000 Penalty: 4918.585449
	Iteration 44Q: 3 clusters Score -2477872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2477877.000000 Penalty: 4918.585449
	Iteration 45Q: 3 clusters Score -2477877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2477878.000000 Penalty: 4918.585449
	Iteration 46Q: 3 clusters Score -2477878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2477883.500000 Penalty: 4918.585449
	Iteration 47Q: 3 clusters Score -2477884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2477886.250000 Penalty: 4918.585449
	Iteration 48Q: 3 clusters Score -2477886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2477900.000000 Penalty: 4918.585449
	Iteration 49Q: 3 clusters Score -2477900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2477903.500000 Penalty: 4918.585449
	Iteration 50Q: 3 clusters Score -2477904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2477903.500000 Penalty: 4918.585449
	Iteration 51Q: 3 clusters Score -2477904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2477912.250000 Penalty: 4918.585449
	Iteration 52Q: 3 clusters Score -2477912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2477915.750000 Penalty: 4918.585449
	Iteration 53Q: 3 clusters Score -2477916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2477914.250000 Penalty: 4918.585449
	Iteration 54Q: 3 clusters Score -2477914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2477916.000000 Penalty: 4918.585449
	Iteration 55Q: 3 clusters Score -2477916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2477916.000000 Penalty: 4918.585449
	Iteration 56Q: 3 clusters Score -2477916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2477917.000000 Penalty: 4918.585449
	Iteration 57Q: 3 clusters Score -2477917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2477916.000000 Penalty: 4918.585449
	Iteration 58Q: 3 clusters Score -2477916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2477917.500000 Penalty: 4918.585449
	Iteration 59Q: 3 clusters Score -2477918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2477915.000000 Penalty: 4918.585449
	Iteration 60F: 3 clusters Score -2477915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2477921.250000 Penalty: 4918.585449
	Iteration 61Q: 3 clusters Score -2477921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2477920.750000 Penalty: 4918.585449
	Iteration 62Q: 3 clusters Score -2477921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2477923.750000 Penalty: 4918.585449
	Iteration 63Q: 3 clusters Score -2477924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2477923.750000 Penalty: 4918.585449
	Iteration 64F: 3 clusters Score -2477924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Entering Unmasked Estep 
Score: -621048.125000 Penalty: 2132.495605
	Iteration 0F: 2 clusters Score -621048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -616285.500000 Penalty: 4264.991211
	Iteration 0F: 3 clusters Score -616285.5 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -617656.187500 Penalty: 4264.991211
	Iteration 1F: 3 clusters Score -617656.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -618080.000000 Penalty: 4264.991211
	Iteration 2F: 3 clusters Score -618080 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -618502.250000 Penalty: 4264.991211
	Iteration 3F: 3 clusters Score -618502.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -618827.750000 Penalty: 4264.991211
	Iteration 4F: 3 clusters Score -618827.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -619084.125000 Penalty: 4264.991211
	Iteration 5F: 3 clusters Score -619084.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -619270.062500 Penalty: 4264.991211
	Iteration 6Q: 3 clusters Score -619270.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -619411.812500 Penalty: 4264.991211
	Iteration 7Q: 3 clusters Score -619411.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -619530.500000 Penalty: 4264.991211
	Iteration 8Q: 3 clusters Score -619530.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -619615.125000 Penalty: 4264.991211
	Iteration 9Q: 3 clusters Score -619615.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -619670.062500 Penalty: 4264.991211
	Iteration 10Q: 3 clusters Score -619670.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -619720.500000 Penalty: 4264.991211
	Iteration 11Q: 3 clusters Score -619720.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -619757.375000 Penalty: 4264.991211
	Iteration 12Q: 3 clusters Score -619757.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -619778.562500 Penalty: 4264.991211
	Iteration 13Q: 3 clusters Score -619778.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -619793.812500 Penalty: 4264.991211
	Iteration 14Q: 3 clusters Score -619793.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -619802.687500 Penalty: 4264.991211
	Iteration 15Q: 3 clusters Score -619802.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -619811.062500 Penalty: 4264.991211
	Iteration 16Q: 3 clusters Score -619811.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -619815.812500 Penalty: 4264.991211
	Iteration 17Q: 3 clusters Score -619815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -619819.375000 Penalty: 4264.991211
	Iteration 18Q: 3 clusters Score -619819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -619822.062500 Penalty: 4264.991211
	Iteration 19Q: 3 clusters Score -619822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -619823.562500 Penalty: 4264.991211
	Iteration 20F: 3 clusters Score -619823.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -619827.812500 Penalty: 4264.991211
	Iteration 21Q: 3 clusters Score -619827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -619829.625000 Penalty: 4264.991211
	Iteration 22Q: 3 clusters Score -619829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -619834.312500 Penalty: 4264.991211
	Iteration 23Q: 3 clusters Score -619834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -619835.312500 Penalty: 4264.991211
	Iteration 24Q: 3 clusters Score -619835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -619839.062500 Penalty: 4264.991211
	Iteration 25Q: 3 clusters Score -619839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -619841.875000 Penalty: 4264.991211
	Iteration 26Q: 3 clusters Score -619841.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -619845.437500 Penalty: 4264.991211
	Iteration 27Q: 3 clusters Score -619845.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -619848.937500 Penalty: 4264.991211
	Iteration 28Q: 3 clusters Score -619848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -619853.375000 Penalty: 4264.991211
	Iteration 29Q: 3 clusters Score -619853.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -619856.187500 Penalty: 4264.991211
	Iteration 30Q: 3 clusters Score -619856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -619857.437500 Penalty: 4264.991211
	Iteration 31Q: 3 clusters Score -619857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -619858.250000 Penalty: 4264.991211
	Iteration 32Q: 3 clusters Score -619858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -619858.812500 Penalty: 4264.991211
	Iteration 33Q: 3 clusters Score -619858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -619857.937500 Penalty: 4264.991211
	Iteration 34Q: 3 clusters Score -619857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -619859.687500 Penalty: 4264.991211
	Iteration 35Q: 3 clusters Score -619859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -619862.812500 Penalty: 4264.991211
	Iteration 36Q: 3 clusters Score -619862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -619863.937500 Penalty: 4264.991211
	Iteration 37Q: 3 clusters Score -619863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -619863.937500 Penalty: 4264.991211
	Iteration 38Q: 3 clusters Score -619863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -619865.000000 Penalty: 4264.991211
	Iteration 39Q: 3 clusters Score -619865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -619863.875000 Penalty: 4264.991211
	Iteration 40F: 3 clusters Score -619863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Entering Unmasked Estep 
Score: -1757990.000000 Penalty: 2373.698730
	Iteration 0F: 2 clusters Score -1757990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1747451.375000 Penalty: 4747.397461
	Iteration 0F: 3 clusters Score -1747451 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1750896.750000 Penalty: 4747.397461
	Iteration 1F: 3 clusters Score -1750897 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1751224.125000 Penalty: 4747.397461
	Iteration 2F: 3 clusters Score -1751224 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1751472.375000 Penalty: 4747.397461
	Iteration 3Q: 3 clusters Score -1751472 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1751679.750000 Penalty: 4747.397461
	Iteration 4Q: 3 clusters Score -1751680 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1751862.000000 Penalty: 4747.397461
	Iteration 5Q: 3 clusters Score -1751862 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1752049.875000 Penalty: 4747.397461
	Iteration 6Q: 3 clusters Score -1752050 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1752219.875000 Penalty: 4747.397461
	Iteration 7Q: 3 clusters Score -1752220 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1752359.000000 Penalty: 4747.397461
	Iteration 8Q: 3 clusters Score -1752359 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1752501.500000 Penalty: 4747.397461
	Iteration 9Q: 3 clusters Score -1752502 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1752652.000000 Penalty: 4747.397461
	Iteration 10Q: 3 clusters Score -1752652 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1752810.750000 Penalty: 4747.397461
	Iteration 11Q: 3 clusters Score -1752811 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1753010.250000 Penalty: 4747.397461
	Iteration 12Q: 3 clusters Score -1753010 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1753229.125000 Penalty: 4747.397461
	Iteration 13Q: 3 clusters Score -1753229 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1753433.250000 Penalty: 4747.397461
	Iteration 14Q: 3 clusters Score -1753433 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1753687.500000 Penalty: 4747.397461
	Iteration 15Q: 3 clusters Score -1753688 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1753925.625000 Penalty: 4747.397461
	Iteration 16Q: 3 clusters Score -1753926 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1754085.375000 Penalty: 4747.397461
	Iteration 17Q: 3 clusters Score -1754085 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1754180.000000 Penalty: 4747.397461
	Iteration 18Q: 3 clusters Score -1754180 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1754256.125000 Penalty: 4747.397461
	Iteration 19Q: 3 clusters Score -1754256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1754299.875000 Penalty: 4747.397461
	Iteration 20F: 3 clusters Score -1754300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1754322.000000 Penalty: 4747.397461
	Iteration 21Q: 3 clusters Score -1754322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1754351.125000 Penalty: 4747.397461
	Iteration 22Q: 3 clusters Score -1754351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1754371.875000 Penalty: 4747.397461
	Iteration 23Q: 3 clusters Score -1754372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1754406.375000 Penalty: 4747.397461
	Iteration 24Q: 3 clusters Score -1754406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1754426.375000 Penalty: 4747.397461
	Iteration 25Q: 3 clusters Score -1754426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1754453.000000 Penalty: 4747.397461
	Iteration 26Q: 3 clusters Score -1754453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1754473.000000 Penalty: 4747.397461
	Iteration 27Q: 3 clusters Score -1754473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1754496.750000 Penalty: 4747.397461
	Iteration 28Q: 3 clusters Score -1754497 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1754520.375000 Penalty: 4747.397461
	Iteration 29Q: 3 clusters Score -1754520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1754547.375000 Penalty: 4747.397461
	Iteration 30Q: 3 clusters Score -1754547 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1754565.500000 Penalty: 4747.397461
	Iteration 31Q: 3 clusters Score -1754566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1754588.625000 Penalty: 4747.397461
	Iteration 32Q: 3 clusters Score -1754589 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1754612.625000 Penalty: 4747.397461
	Iteration 33Q: 3 clusters Score -1754613 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1754639.500000 Penalty: 4747.397461
	Iteration 34Q: 3 clusters Score -1754640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1754658.875000 Penalty: 4747.397461
	Iteration 35Q: 3 clusters Score -1754659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1754670.875000 Penalty: 4747.397461
	Iteration 36Q: 3 clusters Score -1754671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1754688.375000 Penalty: 4747.397461
	Iteration 37Q: 3 clusters Score -1754688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1754709.625000 Penalty: 4747.397461
	Iteration 38Q: 3 clusters Score -1754710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1754735.750000 Penalty: 4747.397461
	Iteration 39Q: 3 clusters Score -1754736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1754760.125000 Penalty: 4747.397461
	Iteration 40F: 3 clusters Score -1754760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1754777.500000 Penalty: 4747.397461
	Iteration 41Q: 3 clusters Score -1754778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1754793.000000 Penalty: 4747.397461
	Iteration 42Q: 3 clusters Score -1754793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1754808.375000 Penalty: 4747.397461
	Iteration 43Q: 3 clusters Score -1754808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1754819.250000 Penalty: 4747.397461
	Iteration 44Q: 3 clusters Score -1754819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1754826.375000 Penalty: 4747.397461
	Iteration 45Q: 3 clusters Score -1754826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1754839.875000 Penalty: 4747.397461
	Iteration 46Q: 3 clusters Score -1754840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1754857.000000 Penalty: 4747.397461
	Iteration 47Q: 3 clusters Score -1754857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1754864.750000 Penalty: 4747.397461
	Iteration 48Q: 3 clusters Score -1754865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1754881.250000 Penalty: 4747.397461
	Iteration 49Q: 3 clusters Score -1754881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1754900.125000 Penalty: 4747.397461
	Iteration 50Q: 3 clusters Score -1754900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1754918.875000 Penalty: 4747.397461
	Iteration 51Q: 3 clusters Score -1754919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1754932.750000 Penalty: 4747.397461
	Iteration 52Q: 3 clusters Score -1754933 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1754957.250000 Penalty: 4747.397461
	Iteration 53Q: 3 clusters Score -1754957 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1754982.000000 Penalty: 4747.397461
	Iteration 54Q: 3 clusters Score -1754982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1755006.750000 Penalty: 4747.397461
	Iteration 55Q: 3 clusters Score -1755007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1755043.500000 Penalty: 4747.397461
	Iteration 56Q: 3 clusters Score -1755044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1755070.500000 Penalty: 4747.397461
	Iteration 57Q: 3 clusters Score -1755070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1755091.500000 Penalty: 4747.397461
	Iteration 58Q: 3 clusters Score -1755092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1755131.500000 Penalty: 4747.397461
	Iteration 59Q: 3 clusters Score -1755132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1755184.125000 Penalty: 4747.397461
	Iteration 60F: 3 clusters Score -1755184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1755220.875000 Penalty: 4747.397461
	Iteration 61Q: 3 clusters Score -1755221 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1755269.750000 Penalty: 4747.397461
	Iteration 62Q: 3 clusters Score -1755270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1755309.375000 Penalty: 4747.397461
	Iteration 63Q: 3 clusters Score -1755309 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1755355.500000 Penalty: 4747.397461
	Iteration 64Q: 3 clusters Score -1755356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1755390.125000 Penalty: 4747.397461
	Iteration 65Q: 3 clusters Score -1755390 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1755441.375000 Penalty: 4747.397461
	Iteration 66Q: 3 clusters Score -1755441 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1755477.875000 Penalty: 4747.397461
	Iteration 67Q: 3 clusters Score -1755478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1755521.750000 Penalty: 4747.397461
	Iteration 68Q: 3 clusters Score -1755522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1755546.875000 Penalty: 4747.397461
	Iteration 69Q: 3 clusters Score -1755547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1755567.625000 Penalty: 4747.397461
	Iteration 70Q: 3 clusters Score -1755568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1755591.000000 Penalty: 4747.397461
	Iteration 71Q: 3 clusters Score -1755591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1755618.875000 Penalty: 4747.397461
	Iteration 72Q: 3 clusters Score -1755619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1755643.000000 Penalty: 4747.397461
	Iteration 73Q: 3 clusters Score -1755643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1755661.875000 Penalty: 4747.397461
	Iteration 74Q: 3 clusters Score -1755662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1755685.125000 Penalty: 4747.397461
	Iteration 75Q: 3 clusters Score -1755685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1755693.625000 Penalty: 4747.397461
	Iteration 76Q: 3 clusters Score -1755694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1755698.375000 Penalty: 4747.397461
	Iteration 77Q: 3 clusters Score -1755698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1755713.625000 Penalty: 4747.397461
	Iteration 78Q: 3 clusters Score -1755714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1755731.375000 Penalty: 4747.397461
	Iteration 79Q: 3 clusters Score -1755731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1755738.875000 Penalty: 4747.397461
	Iteration 80F: 3 clusters Score -1755739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1755748.625000 Penalty: 4747.397461
	Iteration 81Q: 3 clusters Score -1755749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1755764.000000 Penalty: 4747.397461
	Iteration 82Q: 3 clusters Score -1755764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1755774.500000 Penalty: 4747.397461
	Iteration 83Q: 3 clusters Score -1755774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1755785.250000 Penalty: 4747.397461
	Iteration 84Q: 3 clusters Score -1755785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1755795.750000 Penalty: 4747.397461
	Iteration 85Q: 3 clusters Score -1755796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1755802.250000 Penalty: 4747.397461
	Iteration 86Q: 3 clusters Score -1755802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1755806.375000 Penalty: 4747.397461
	Iteration 87Q: 3 clusters Score -1755806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1755805.875000 Penalty: 4747.397461
	Iteration 88Q: 3 clusters Score -1755806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1755813.750000 Penalty: 4747.397461
	Iteration 89Q: 3 clusters Score -1755814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1755819.125000 Penalty: 4747.397461
	Iteration 90Q: 3 clusters Score -1755819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1755822.125000 Penalty: 4747.397461
	Iteration 91Q: 3 clusters Score -1755822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1755824.125000 Penalty: 4747.397461
	Iteration 92Q: 3 clusters Score -1755824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1755831.125000 Penalty: 4747.397461
	Iteration 93Q: 3 clusters Score -1755831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1755833.125000 Penalty: 4747.397461
	Iteration 94Q: 3 clusters Score -1755833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1755838.375000 Penalty: 4747.397461
	Iteration 95Q: 3 clusters Score -1755838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1755839.375000 Penalty: 4747.397461
	Iteration 96Q: 3 clusters Score -1755839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1755844.750000 Penalty: 4747.397461
	Iteration 97Q: 3 clusters Score -1755845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1755853.125000 Penalty: 4747.397461
	Iteration 98Q: 3 clusters Score -1755853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1755855.125000 Penalty: 4747.397461
	Iteration 99Q: 3 clusters Score -1755855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1755856.500000 Penalty: 4747.397461
	Iteration 100F: 3 clusters Score -1755856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Entering Unmasked Estep 
Score: -6736661.000000 Penalty: 2705.834717
	Iteration 0F: 2 clusters Score -6736661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -6699818.500000 Penalty: 5411.669434
	Iteration 0F: 3 clusters Score -6699818 nChanged 25518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -6714207.500000 Penalty: 5411.669434
	Iteration 1F: 3 clusters Score -6714208 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6714996.500000 Penalty: 5411.669434
	Iteration 2Q: 3 clusters Score -6714996 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -6715951.500000 Penalty: 5411.669434
	Iteration 3Q: 3 clusters Score -6715952 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6717195.000000 Penalty: 5411.669434
	Iteration 4F: 3 clusters Score -6717195 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -6718736.500000 Penalty: 5411.669434
	Iteration 5F: 3 clusters Score -6718736 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -6720433.500000 Penalty: 5411.669434
	Iteration 6F: 3 clusters Score -6720434 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -6722065.500000 Penalty: 5411.669434
	Iteration 7F: 3 clusters Score -6722066 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -6723458.000000 Penalty: 5411.669434
	Iteration 8F: 3 clusters Score -6723458 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -6724358.500000 Penalty: 5411.669434
	Iteration 9Q: 3 clusters Score -6724358 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -6725051.000000 Penalty: 5411.669434
	Iteration 10Q: 3 clusters Score -6725051 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -6725565.500000 Penalty: 5411.669434
	Iteration 11Q: 3 clusters Score -6725566 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6726114.500000 Penalty: 5411.669434
	Iteration 12Q: 3 clusters Score -6726114 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6726782.500000 Penalty: 5411.669434
	Iteration 13Q: 3 clusters Score -6726782 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6727503.000000 Penalty: 5411.669434
	Iteration 14Q: 3 clusters Score -6727503 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -6728468.000000 Penalty: 5411.669434
	Iteration 15Q: 3 clusters Score -6728468 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6729500.500000 Penalty: 5411.669434
	Iteration 16Q: 3 clusters Score -6729500 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -6730601.500000 Penalty: 5411.669434
	Iteration 17Q: 3 clusters Score -6730602 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -6731666.500000 Penalty: 5411.669434
	Iteration 18Q: 3 clusters Score -6731666 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6732548.000000 Penalty: 5411.669434
	Iteration 19Q: 3 clusters Score -6732548 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6733213.500000 Penalty: 5411.669434
	Iteration 20F: 3 clusters Score -6733214 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6733577.500000 Penalty: 5411.669434
	Iteration 21Q: 3 clusters Score -6733578 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6733834.500000 Penalty: 5411.669434
	Iteration 22Q: 3 clusters Score -6733834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6733997.500000 Penalty: 5411.669434
	Iteration 23Q: 3 clusters Score -6733998 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6734121.000000 Penalty: 5411.669434
	Iteration 24Q: 3 clusters Score -6734121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6734184.500000 Penalty: 5411.669434
	Iteration 25Q: 3 clusters Score -6734184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6734232.000000 Penalty: 5411.669434
	Iteration 26Q: 3 clusters Score -6734232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6734267.000000 Penalty: 5411.669434
	Iteration 27Q: 3 clusters Score -6734267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6734283.500000 Penalty: 5411.669434
	Iteration 28Q: 3 clusters Score -6734284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6734304.000000 Penalty: 5411.669434
	Iteration 29Q: 3 clusters Score -6734304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6734319.000000 Penalty: 5411.669434
	Iteration 30Q: 3 clusters Score -6734319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6734332.500000 Penalty: 5411.669434
	Iteration 31Q: 3 clusters Score -6734332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6734335.000000 Penalty: 5411.669434
	Iteration 32Q: 3 clusters Score -6734335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6734349.000000 Penalty: 5411.669434
	Iteration 33Q: 3 clusters Score -6734349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6734358.500000 Penalty: 5411.669434
	Iteration 34Q: 3 clusters Score -6734358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6734360.500000 Penalty: 5411.669434
	Iteration 35Q: 3 clusters Score -6734360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6734362.500000 Penalty: 5411.669434
	Iteration 36Q: 3 clusters Score -6734362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6734367.500000 Penalty: 5411.669434
	Iteration 37Q: 3 clusters Score -6734368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6734370.000000 Penalty: 5411.669434
	Iteration 38Q: 3 clusters Score -6734370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6734370.000000 Penalty: 5411.669434
	Iteration 39F: 3 clusters Score -6734370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -684443.375000 Penalty: 2140.413574
	Iteration 0F: 2 clusters Score -684443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -679583.312500 Penalty: 4280.827148
	Iteration 0F: 3 clusters Score -679583.3 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -680771.937500 Penalty: 4280.827148
	Iteration 1F: 3 clusters Score -680771.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -680993.875000 Penalty: 4280.827148
	Iteration 2F: 3 clusters Score -680993.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -681142.000000 Penalty: 4280.827148
	Iteration 3F: 3 clusters Score -681142 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -681246.187500 Penalty: 4280.827148
	Iteration 4Q: 3 clusters Score -681246.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -681318.125000 Penalty: 4280.827148
	Iteration 5Q: 3 clusters Score -681318.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -681380.375000 Penalty: 4280.827148
	Iteration 6Q: 3 clusters Score -681380.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -681437.812500 Penalty: 4280.827148
	Iteration 7Q: 3 clusters Score -681437.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -681483.000000 Penalty: 4280.827148
	Iteration 8Q: 3 clusters Score -681483 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -681528.375000 Penalty: 4280.827148
	Iteration 9Q: 3 clusters Score -681528.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -681563.937500 Penalty: 4280.827148
	Iteration 10Q: 3 clusters Score -681563.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -681599.375000 Penalty: 4280.827148
	Iteration 11Q: 3 clusters Score -681599.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -681632.875000 Penalty: 4280.827148
	Iteration 12Q: 3 clusters Score -681632.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -681673.937500 Penalty: 4280.827148
	Iteration 13Q: 3 clusters Score -681673.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -681701.312500 Penalty: 4280.827148
	Iteration 14Q: 3 clusters Score -681701.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -681740.375000 Penalty: 4280.827148
	Iteration 15Q: 3 clusters Score -681740.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -681770.562500 Penalty: 4280.827148
	Iteration 16Q: 3 clusters Score -681770.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -681801.187500 Penalty: 4280.827148
	Iteration 17Q: 3 clusters Score -681801.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -681832.062500 Penalty: 4280.827148
	Iteration 18Q: 3 clusters Score -681832.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -681862.812500 Penalty: 4280.827148
	Iteration 19Q: 3 clusters Score -681862.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -681892.500000 Penalty: 4280.827148
	Iteration 20F: 3 clusters Score -681892.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -681928.000000 Penalty: 4280.827148
	Iteration 21Q: 3 clusters Score -681928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -681963.500000 Penalty: 4280.827148
	Iteration 22Q: 3 clusters Score -681963.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -682009.312500 Penalty: 4280.827148
	Iteration 23Q: 3 clusters Score -682009.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -682060.625000 Penalty: 4280.827148
	Iteration 24Q: 3 clusters Score -682060.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -682115.937500 Penalty: 4280.827148
	Iteration 25Q: 3 clusters Score -682115.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -682177.125000 Penalty: 4280.827148
	Iteration 26Q: 3 clusters Score -682177.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -682234.562500 Penalty: 4280.827148
	Iteration 27Q: 3 clusters Score -682234.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -682288.000000 Penalty: 4280.827148
	Iteration 28Q: 3 clusters Score -682288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -682340.062500 Penalty: 4280.827148
	Iteration 29Q: 3 clusters Score -682340.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -682374.437500 Penalty: 4280.827148
	Iteration 30Q: 3 clusters Score -682374.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -682401.937500 Penalty: 4280.827148
	Iteration 31Q: 3 clusters Score -682401.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -682426.687500 Penalty: 4280.827148
	Iteration 32Q: 3 clusters Score -682426.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -682454.625000 Penalty: 4280.827148
	Iteration 33Q: 3 clusters Score -682454.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -682476.750000 Penalty: 4280.827148
	Iteration 34Q: 3 clusters Score -682476.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -682492.750000 Penalty: 4280.827148
	Iteration 35Q: 3 clusters Score -682492.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -682504.000000 Penalty: 4280.827148
	Iteration 36Q: 3 clusters Score -682504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -682518.625000 Penalty: 4280.827148
	Iteration 37Q: 3 clusters Score -682518.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -682529.000000 Penalty: 4280.827148
	Iteration 38Q: 3 clusters Score -682529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -682534.812500 Penalty: 4280.827148
	Iteration 39Q: 3 clusters Score -682534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -682546.187500 Penalty: 4280.827148
	Iteration 40F: 3 clusters Score -682546.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -682557.125000 Penalty: 4280.827148
	Iteration 41Q: 3 clusters Score -682557.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -682565.562500 Penalty: 4280.827148
	Iteration 42Q: 3 clusters Score -682565.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -682574.000000 Penalty: 4280.827148
	Iteration 43Q: 3 clusters Score -682574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -682583.062500 Penalty: 4280.827148
	Iteration 44Q: 3 clusters Score -682583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -682587.500000 Penalty: 4280.827148
	Iteration 45Q: 3 clusters Score -682587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -682592.500000 Penalty: 4280.827148
	Iteration 46Q: 3 clusters Score -682592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -682598.062500 Penalty: 4280.827148
	Iteration 47Q: 3 clusters Score -682598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -682605.750000 Penalty: 4280.827148
	Iteration 48Q: 3 clusters Score -682605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -682612.312500 Penalty: 4280.827148
	Iteration 49Q: 3 clusters Score -682612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -682616.437500 Penalty: 4280.827148
	Iteration 50Q: 3 clusters Score -682616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -682619.437500 Penalty: 4280.827148
	Iteration 51Q: 3 clusters Score -682619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -682620.625000 Penalty: 4280.827148
	Iteration 52Q: 3 clusters Score -682620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -682623.250000 Penalty: 4280.827148
	Iteration 53Q: 3 clusters Score -682623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -682623.250000 Penalty: 4280.827148
	Iteration 54F: 3 clusters Score -682623.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Entering Unmasked Estep 
Score: -21176970.000000 Penalty: 2987.533936
	Iteration 0F: 2 clusters Score -2.117697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -21063978.000000 Penalty: 5975.067871
	Iteration 0F: 3 clusters Score -2.106398e+07 nChanged 82008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -21112224.000000 Penalty: 5975.067871
	Iteration 1F: 3 clusters Score -2.111222e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 87618 members 
Entering Unmasked Estep 
Score: -21114358.000000 Penalty: 5975.067871
	Iteration 2Q: 3 clusters Score -2.111436e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -21117924.000000 Penalty: 5975.067871
	Iteration 3Q: 3 clusters Score -2.111792e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -21123156.000000 Penalty: 5975.067871
	Iteration 4F: 3 clusters Score -2.112316e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -21129952.000000 Penalty: 5975.067871
	Iteration 5F: 3 clusters Score -2.112995e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -21137582.000000 Penalty: 5975.067871
	Iteration 6F: 3 clusters Score -2.113758e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -21145434.000000 Penalty: 5975.067871
	Iteration 7F: 3 clusters Score -2.114543e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -21153460.000000 Penalty: 5975.067871
	Iteration 8F: 3 clusters Score -2.115346e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 117825 members 
Entering Unmasked Estep 
Score: -21160680.000000 Penalty: 5975.067871
	Iteration 9Q: 3 clusters Score -2.116068e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 120511 members 
Entering Unmasked Estep 
Score: -21164528.000000 Penalty: 5975.067871
	Iteration 10Q: 3 clusters Score -2.116453e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 122305 members 
Entering Unmasked Estep 
Score: -21166138.000000 Penalty: 5975.067871
	Iteration 11Q: 3 clusters Score -2.116614e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 123787 members 
Entering Unmasked Estep 
Score: -21166916.000000 Penalty: 5975.067871
	Iteration 12Q: 3 clusters Score -2.116692e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -21167400.000000 Penalty: 5975.067871
	Iteration 13Q: 3 clusters Score -2.11674e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -21167782.000000 Penalty: 5975.067871
	Iteration 14Q: 3 clusters Score -2.116778e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -21168266.000000 Penalty: 5975.067871
	Iteration 15Q: 3 clusters Score -2.116827e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -21168544.000000 Penalty: 5975.067871
	Iteration 16Q: 3 clusters Score -2.116854e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 129968 members 
Entering Unmasked Estep 
Score: -21168880.000000 Penalty: 5975.067871
	Iteration 17Q: 3 clusters Score -2.116888e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 131128 members 
Entering Unmasked Estep 
Score: -21169132.000000 Penalty: 5975.067871
	Iteration 18Q: 3 clusters Score -2.116913e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -21169218.000000 Penalty: 5975.067871
	Iteration 19Q: 3 clusters Score -2.116922e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 133302 members 
Entering Unmasked Estep 
Score: -21169424.000000 Penalty: 5975.067871
	Iteration 20F: 3 clusters Score -2.116942e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -21169608.000000 Penalty: 5975.067871
	Iteration 21Q: 3 clusters Score -2.116961e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 135488 members 
Entering Unmasked Estep 
Score: -21169844.000000 Penalty: 5975.067871
	Iteration 22Q: 3 clusters Score -2.116984e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -21170076.000000 Penalty: 5975.067871
	Iteration 23Q: 3 clusters Score -2.117008e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 137820 members 
Entering Unmasked Estep 
Score: -21170356.000000 Penalty: 5975.067871
	Iteration 24Q: 3 clusters Score -2.117036e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -21170542.000000 Penalty: 5975.067871
	Iteration 25Q: 3 clusters Score -2.117054e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 140067 members 
Entering Unmasked Estep 
Score: -21170714.000000 Penalty: 5975.067871
	Iteration 26Q: 3 clusters Score -2.117071e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 141290 members 
Entering Unmasked Estep 
Score: -21171010.000000 Penalty: 5975.067871
	Iteration 27Q: 3 clusters Score -2.117101e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -21171110.000000 Penalty: 5975.067871
	Iteration 28Q: 3 clusters Score -2.117111e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -21171366.000000 Penalty: 5975.067871
	Iteration 29Q: 3 clusters Score -2.117137e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 144767 members 
Entering Unmasked Estep 
Score: -21171532.000000 Penalty: 5975.067871
	Iteration 30Q: 3 clusters Score -2.117153e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 145906 members 
Entering Unmasked Estep 
Score: -21171728.000000 Penalty: 5975.067871
	Iteration 31Q: 3 clusters Score -2.117173e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 147028 members 
Entering Unmasked Estep 
Score: -21172046.000000 Penalty: 5975.067871
	Iteration 32Q: 3 clusters Score -2.117205e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 148167 members 
Entering Unmasked Estep 
Score: -21172326.000000 Penalty: 5975.067871
	Iteration 33Q: 3 clusters Score -2.117233e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 149279 members 
Entering Unmasked Estep 
Score: -21172454.000000 Penalty: 5975.067871
	Iteration 34Q: 3 clusters Score -2.117245e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 150345 members 
Entering Unmasked Estep 
Score: -21172572.000000 Penalty: 5975.067871
	Iteration 35Q: 3 clusters Score -2.117257e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -21172816.000000 Penalty: 5975.067871
	Iteration 36Q: 3 clusters Score -2.117282e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -21173036.000000 Penalty: 5975.067871
	Iteration 37Q: 3 clusters Score -2.117304e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -21173276.000000 Penalty: 5975.067871
	Iteration 38Q: 3 clusters Score -2.117328e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -21173590.000000 Penalty: 5975.067871
	Iteration 39Q: 3 clusters Score -2.117359e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -21173698.000000 Penalty: 5975.067871
	Iteration 40F: 3 clusters Score -2.11737e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -21173872.000000 Penalty: 5975.067871
	Iteration 41Q: 3 clusters Score -2.117387e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -21174032.000000 Penalty: 5975.067871
	Iteration 42Q: 3 clusters Score -2.117403e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 157945 members 
Entering Unmasked Estep 
Score: -21174076.000000 Penalty: 5975.067871
	Iteration 43Q: 3 clusters Score -2.117408e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 158706 members 
Entering Unmasked Estep 
Score: -21174282.000000 Penalty: 5975.067871
	Iteration 44Q: 3 clusters Score -2.117428e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 159393 members 
Entering Unmasked Estep 
Score: -21174368.000000 Penalty: 5975.067871
	Iteration 45Q: 3 clusters Score -2.117437e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 160039 members 
Entering Unmasked Estep 
Score: -21174486.000000 Penalty: 5975.067871
	Iteration 46Q: 3 clusters Score -2.117449e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -21174488.000000 Penalty: 5975.067871
	Iteration 47Q: 3 clusters Score -2.117449e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -21174600.000000 Penalty: 5975.067871
	Iteration 48Q: 3 clusters Score -2.11746e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 161644 members 
Entering Unmasked Estep 
Score: -21174728.000000 Penalty: 5975.067871
	Iteration 49Q: 3 clusters Score -2.117473e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 162091 members 
Entering Unmasked Estep 
Score: -21174866.000000 Penalty: 5975.067871
	Iteration 50Q: 3 clusters Score -2.117487e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 162505 members 
Entering Unmasked Estep 
Score: -21174884.000000 Penalty: 5975.067871
	Iteration 51Q: 3 clusters Score -2.117488e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -21174982.000000 Penalty: 5975.067871
	Iteration 52Q: 3 clusters Score -2.117498e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -21175032.000000 Penalty: 5975.067871
	Iteration 53Q: 3 clusters Score -2.117503e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 163601 members 
Entering Unmasked Estep 
Score: -21175038.000000 Penalty: 5975.067871
	Iteration 54Q: 3 clusters Score -2.117504e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -21175074.000000 Penalty: 5975.067871
	Iteration 55Q: 3 clusters Score -2.117507e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -21175044.000000 Penalty: 5975.067871
	Iteration 56Q: 3 clusters Score -2.117504e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -21175066.000000 Penalty: 5975.067871
	Iteration 57Q: 3 clusters Score -2.117507e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 164595 members 
Entering Unmasked Estep 
Score: -21175146.000000 Penalty: 5975.067871
	Iteration 58Q: 3 clusters Score -2.117515e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 164786 members 
Entering Unmasked Estep 
Score: -21175102.000000 Penalty: 5975.067871
	Iteration 59Q: 3 clusters Score -2.11751e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -21175092.000000 Penalty: 5975.067871
	Iteration 60F: 3 clusters Score -2.117509e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 165138 members 
Entering Unmasked Estep 
Score: -21175142.000000 Penalty: 5975.067871
	Iteration 61Q: 3 clusters Score -2.117514e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -21175190.000000 Penalty: 5975.067871
	Iteration 62Q: 3 clusters Score -2.117519e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 165412 members 
Entering Unmasked Estep 
Score: -21175198.000000 Penalty: 5975.067871
	Iteration 63Q: 3 clusters Score -2.11752e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 165534 members 
Entering Unmasked Estep 
Score: -21175198.000000 Penalty: 5975.067871
	Iteration 64Q: 3 clusters Score -2.11752e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -21175238.000000 Penalty: 5975.067871
	Iteration 65Q: 3 clusters Score -2.117524e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 165718 members 
Entering Unmasked Estep 
Score: -21175194.000000 Penalty: 5975.067871
	Iteration 66Q: 3 clusters Score -2.117519e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 165788 members 
Entering Unmasked Estep 
Score: -21175220.000000 Penalty: 5975.067871
	Iteration 67Q: 3 clusters Score -2.117522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -21175222.000000 Penalty: 5975.067871
	Iteration 68Q: 3 clusters Score -2.117522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 165888 members 
Entering Unmasked Estep 
Score: -21175232.000000 Penalty: 5975.067871
	Iteration 69Q: 3 clusters Score -2.117523e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -21175230.000000 Penalty: 5975.067871
	Iteration 70Q: 3 clusters Score -2.117523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -21175218.000000 Penalty: 5975.067871
	Iteration 71Q: 3 clusters Score -2.117522e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 166022 members 
Entering Unmasked Estep 
Score: -21175228.000000 Penalty: 5975.067871
	Iteration 72Q: 3 clusters Score -2.117523e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -21175260.000000 Penalty: 5975.067871
	Iteration 73Q: 3 clusters Score -2.117526e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 166123 members 
Entering Unmasked Estep 
Score: -21175276.000000 Penalty: 5975.067871
	Iteration 74Q: 3 clusters Score -2.117528e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -21175270.000000 Penalty: 5975.067871
	Iteration 75Q: 3 clusters Score -2.117527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -21175258.000000 Penalty: 5975.067871
	Iteration 76Q: 3 clusters Score -2.117526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 166242 members 
Entering Unmasked Estep 
Score: -21175268.000000 Penalty: 5975.067871
	Iteration 77Q: 3 clusters Score -2.117527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 166272 members 
Entering Unmasked Estep 
Score: -21175250.000000 Penalty: 5975.067871
	Iteration 78Q: 3 clusters Score -2.117525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -21175228.000000 Penalty: 5975.067871
	Iteration 79Q: 3 clusters Score -2.117523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 166319 members 
Entering Unmasked Estep 
Score: -21175242.000000 Penalty: 5975.067871
	Iteration 80F: 3 clusters Score -2.117524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -21175212.000000 Penalty: 5975.067871
	Iteration 81Q: 3 clusters Score -2.117521e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -21175222.000000 Penalty: 5975.067871
	Iteration 82Q: 3 clusters Score -2.117522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 166429 members 
Entering Unmasked Estep 
Score: -21175232.000000 Penalty: 5975.067871
	Iteration 83Q: 3 clusters Score -2.117523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 166462 members 
Entering Unmasked Estep 
Score: -21175236.000000 Penalty: 5975.067871
	Iteration 84Q: 3 clusters Score -2.117524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 166496 members 
Entering Unmasked Estep 
Score: -21175208.000000 Penalty: 5975.067871
	Iteration 85Q: 3 clusters Score -2.117521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -21175232.000000 Penalty: 5975.067871
	Iteration 86Q: 3 clusters Score -2.117523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 166563 members 
Entering Unmasked Estep 
Score: -21175238.000000 Penalty: 5975.067871
	Iteration 87Q: 3 clusters Score -2.117524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 166591 members 
Entering Unmasked Estep 
Score: -21175218.000000 Penalty: 5975.067871
	Iteration 88Q: 3 clusters Score -2.117522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 166617 members 
Entering Unmasked Estep 
Score: -21175212.000000 Penalty: 5975.067871
	Iteration 89Q: 3 clusters Score -2.117521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -21175220.000000 Penalty: 5975.067871
	Iteration 90Q: 3 clusters Score -2.117522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -21175236.000000 Penalty: 5975.067871
	Iteration 91Q: 3 clusters Score -2.117524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 166687 members 
Entering Unmasked Estep 
Score: -21175236.000000 Penalty: 5975.067871
	Iteration 92Q: 3 clusters Score -2.117524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -21175238.000000 Penalty: 5975.067871
	Iteration 93Q: 3 clusters Score -2.117524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -21175264.000000 Penalty: 5975.067871
	Iteration 94Q: 3 clusters Score -2.117526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 166773 members 
Entering Unmasked Estep 
Score: -21175264.000000 Penalty: 5975.067871
	Iteration 95Q: 3 clusters Score -2.117526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 166794 members 
Entering Unmasked Estep 
Score: -21175268.000000 Penalty: 5975.067871
	Iteration 96Q: 3 clusters Score -2.117527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -21175278.000000 Penalty: 5975.067871
	Iteration 97Q: 3 clusters Score -2.117528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 166833 members 
Entering Unmasked Estep 
Score: -21175284.000000 Penalty: 5975.067871
	Iteration 98Q: 3 clusters Score -2.117528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 166845 members 
Entering Unmasked Estep 
Score: -21175288.000000 Penalty: 5975.067871
	Iteration 99Q: 3 clusters Score -2.117529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -21175286.000000 Penalty: 5975.067871
	Iteration 100F: 3 clusters Score -2.117529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -21175262.000000 Penalty: 5975.067871
	Iteration 101Q: 3 clusters Score -2.117526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 166897 members 
Entering Unmasked Estep 
Score: -21175272.000000 Penalty: 5975.067871
	Iteration 102Q: 3 clusters Score -2.117527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 166910 members 
Entering Unmasked Estep 
Score: -21175298.000000 Penalty: 5975.067871
	Iteration 103Q: 3 clusters Score -2.11753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 166929 members 
Entering Unmasked Estep 
Score: -21175280.000000 Penalty: 5975.067871
	Iteration 104Q: 3 clusters Score -2.117528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 166941 members 
Entering Unmasked Estep 
Score: -21175284.000000 Penalty: 5975.067871
	Iteration 105Q: 3 clusters Score -2.117528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 166954 members 
Entering Unmasked Estep 
Score: -21175296.000000 Penalty: 5975.067871
	Iteration 106Q: 3 clusters Score -2.11753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -21175298.000000 Penalty: 5975.067871
	Iteration 107Q: 3 clusters Score -2.11753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -21175290.000000 Penalty: 5975.067871
	Iteration 108Q: 3 clusters Score -2.117529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -21175288.000000 Penalty: 5975.067871
	Iteration 109Q: 3 clusters Score -2.117529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -21175280.000000 Penalty: 5975.067871
	Iteration 110Q: 3 clusters Score -2.117528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -21175286.000000 Penalty: 5975.067871
	Iteration 111Q: 3 clusters Score -2.117529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -21175278.000000 Penalty: 5975.067871
	Iteration 112Q: 3 clusters Score -2.117528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -21175284.000000 Penalty: 5975.067871
	Iteration 113Q: 3 clusters Score -2.117528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 167019 members 
Entering Unmasked Estep 
Score: -21175294.000000 Penalty: 5975.067871
	Iteration 114Q: 3 clusters Score -2.117529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 167024 members 
Entering Unmasked Estep 
Score: -21175302.000000 Penalty: 5975.067871
	Iteration 115Q: 3 clusters Score -2.11753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -21175304.000000 Penalty: 5975.067871
	Iteration 116Q: 3 clusters Score -2.11753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 167036 members 
Entering Unmasked Estep 
Score: -21175310.000000 Penalty: 5975.067871
	Iteration 117Q: 3 clusters Score -2.117531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 167044 members 
Entering Unmasked Estep 
Score: -21175316.000000 Penalty: 5975.067871
	Iteration 118Q: 3 clusters Score -2.117532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 167051 members 
Entering Unmasked Estep 
Score: -21175302.000000 Penalty: 5975.067871
	Iteration 119Q: 3 clusters Score -2.11753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 167056 members 
Entering Unmasked Estep 
Score: -21175304.000000 Penalty: 5975.067871
	Iteration 120F: 3 clusters Score -2.11753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 167062 members 
Entering Unmasked Estep 
Score: -21175316.000000 Penalty: 5975.067871
	Iteration 121Q: 3 clusters Score -2.117532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -21175308.000000 Penalty: 5975.067871
	Iteration 122Q: 3 clusters Score -2.117531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 167072 members 
Entering Unmasked Estep 
Score: -21175296.000000 Penalty: 5975.067871
	Iteration 123Q: 3 clusters Score -2.11753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -21175294.000000 Penalty: 5975.067871
	Iteration 124Q: 3 clusters Score -2.117529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -21175300.000000 Penalty: 5975.067871
	Iteration 125Q: 3 clusters Score -2.11753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -21175298.000000 Penalty: 5975.067871
	Iteration 126Q: 3 clusters Score -2.11753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 167084 members 
Entering Unmasked Estep 
Score: -21175312.000000 Penalty: 5975.067871
	Iteration 127Q: 3 clusters Score -2.117531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 167087 members 
Entering Unmasked Estep 
Score: -21175290.000000 Penalty: 5975.067871
	Iteration 128Q: 3 clusters Score -2.117529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 167090 members 
Entering Unmasked Estep 
Score: -21175286.000000 Penalty: 5975.067871
	Iteration 129Q: 3 clusters Score -2.117529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -21175280.000000 Penalty: 5975.067871
	Iteration 130Q: 3 clusters Score -2.117528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 167094 members 
Entering Unmasked Estep 
Score: -21175286.000000 Penalty: 5975.067871
	Iteration 131Q: 3 clusters Score -2.117529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -21175284.000000 Penalty: 5975.067871
	Iteration 132Q: 3 clusters Score -2.117528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -21175284.000000 Penalty: 5975.067871
	Iteration 133F: 3 clusters Score -2.117528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Entering Unmasked Estep 
Score: -21280070.000000 Penalty: 2988.090332
	Iteration 0F: 2 clusters Score -2.128007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -21167938.000000 Penalty: 5976.180664
	Iteration 0F: 3 clusters Score -2.116794e+07 nChanged 81640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -21215600.000000 Penalty: 5976.180664
	Iteration 1F: 3 clusters Score -2.12156e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -21216824.000000 Penalty: 5976.180664
	Iteration 2Q: 3 clusters Score -2.121682e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -21218852.000000 Penalty: 5976.180664
	Iteration 3Q: 3 clusters Score -2.121885e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -21222576.000000 Penalty: 5976.180664
	Iteration 4Q: 3 clusters Score -2.122258e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -21230104.000000 Penalty: 5976.180664
	Iteration 5F: 3 clusters Score -2.12301e+07 nChanged 14954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 132374 members 
Entering Unmasked Estep 
Score: -21242232.000000 Penalty: 5976.180664
	Iteration 6F: 3 clusters Score -2.124223e+07 nChanged 16046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 148400 members 
Entering Unmasked Estep 
Score: -21257296.000000 Penalty: 5976.180664
	Iteration 7F: 3 clusters Score -2.12573e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 160833 members 
Entering Unmasked Estep 
Score: -21268828.000000 Penalty: 5976.180664
	Iteration 8F: 3 clusters Score -2.126883e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -21274632.000000 Penalty: 5976.180664
	Iteration 9Q: 3 clusters Score -2.127463e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -21276520.000000 Penalty: 5976.180664
	Iteration 10Q: 3 clusters Score -2.127652e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -21277068.000000 Penalty: 5976.180664
	Iteration 11Q: 3 clusters Score -2.127707e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -21277248.000000 Penalty: 5976.180664
	Iteration 12Q: 3 clusters Score -2.127725e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 170641 members 
Entering Unmasked Estep 
Score: -21277332.000000 Penalty: 5976.180664
	Iteration 13Q: 3 clusters Score -2.127733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -21277374.000000 Penalty: 5976.180664
	Iteration 14Q: 3 clusters Score -2.127737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -21277420.000000 Penalty: 5976.180664
	Iteration 15Q: 3 clusters Score -2.127742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -21277432.000000 Penalty: 5976.180664
	Iteration 16Q: 3 clusters Score -2.127743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -21277446.000000 Penalty: 5976.180664
	Iteration 17Q: 3 clusters Score -2.127745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170679 members 
Entering Unmasked Estep 
Score: -21277444.000000 Penalty: 5976.180664
	Iteration 18Q: 3 clusters Score -2.127744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -21277442.000000 Penalty: 5976.180664
	Iteration 19Q: 3 clusters Score -2.127744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 170682 members 
Entering Unmasked Estep 
Score: -21277448.000000 Penalty: 5976.180664
	Iteration 20F: 3 clusters Score -2.127745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -21277466.000000 Penalty: 5976.180664
	Iteration 21Q: 3 clusters Score -2.127747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170685 members 
Entering Unmasked Estep 
Score: -21277454.000000 Penalty: 5976.180664
	Iteration 22Q: 3 clusters Score -2.127745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170687 members 
Entering Unmasked Estep 
Score: -21277482.000000 Penalty: 5976.180664
	Iteration 23Q: 3 clusters Score -2.127748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -21277484.000000 Penalty: 5976.180664
	Iteration 24Q: 3 clusters Score -2.127748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170687 members 
Entering Unmasked Estep 
Score: -21277480.000000 Penalty: 5976.180664
	Iteration 25Q: 3 clusters Score -2.127748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -21277478.000000 Penalty: 5976.180664
	Iteration 26Q: 3 clusters Score -2.127748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -21277478.000000 Penalty: 5976.180664
	Iteration 27F: 3 clusters Score -2.127748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Entering Unmasked Estep 
Score: -4324207.000000 Penalty: 2604.324219
	Iteration 0F: 2 clusters Score -4324207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4299540.500000 Penalty: 5208.648438
	Iteration 0F: 3 clusters Score -4299540 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4308535.500000 Penalty: 5208.648438
	Iteration 1F: 3 clusters Score -4308536 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4308991.500000 Penalty: 5208.648438
	Iteration 2Q: 3 clusters Score -4308992 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4309489.000000 Penalty: 5208.648438
	Iteration 3Q: 3 clusters Score -4309489 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4310018.500000 Penalty: 5208.648438
	Iteration 4Q: 3 clusters Score -4310018 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4310662.000000 Penalty: 5208.648438
	Iteration 5Q: 3 clusters Score -4310662 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4311519.500000 Penalty: 5208.648438
	Iteration 6Q: 3 clusters Score -4311520 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4312710.000000 Penalty: 5208.648438
	Iteration 7F: 3 clusters Score -4312710 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -4314400.500000 Penalty: 5208.648438
	Iteration 8F: 3 clusters Score -4314400 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4316499.500000 Penalty: 5208.648438
	Iteration 9F: 3 clusters Score -4316500 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4318812.000000 Penalty: 5208.648438
	Iteration 10F: 3 clusters Score -4318812 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4320664.500000 Penalty: 5208.648438
	Iteration 11F: 3 clusters Score -4320664 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4321733.500000 Penalty: 5208.648438
	Iteration 12Q: 3 clusters Score -4321734 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4322256.000000 Penalty: 5208.648438
	Iteration 13Q: 3 clusters Score -4322256 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4322597.000000 Penalty: 5208.648438
	Iteration 14Q: 3 clusters Score -4322597 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4322810.000000 Penalty: 5208.648438
	Iteration 15Q: 3 clusters Score -4322810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4322960.500000 Penalty: 5208.648438
	Iteration 16Q: 3 clusters Score -4322960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4323050.000000 Penalty: 5208.648438
	Iteration 17Q: 3 clusters Score -4323050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4323121.500000 Penalty: 5208.648438
	Iteration 18Q: 3 clusters Score -4323122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4323174.000000 Penalty: 5208.648438
	Iteration 19Q: 3 clusters Score -4323174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4323237.000000 Penalty: 5208.648438
	Iteration 20F: 3 clusters Score -4323237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4323277.500000 Penalty: 5208.648438
	Iteration 21Q: 3 clusters Score -4323278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4323315.500000 Penalty: 5208.648438
	Iteration 22Q: 3 clusters Score -4323316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4323351.500000 Penalty: 5208.648438
	Iteration 23Q: 3 clusters Score -4323352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4323386.500000 Penalty: 5208.648438
	Iteration 24Q: 3 clusters Score -4323386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4323411.500000 Penalty: 5208.648438
	Iteration 25Q: 3 clusters Score -4323412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4323418.500000 Penalty: 5208.648438
	Iteration 26Q: 3 clusters Score -4323418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4323432.000000 Penalty: 5208.648438
	Iteration 27Q: 3 clusters Score -4323432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4323433.500000 Penalty: 5208.648438
	Iteration 28Q: 3 clusters Score -4323434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4323439.500000 Penalty: 5208.648438
	Iteration 29Q: 3 clusters Score -4323440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4323439.500000 Penalty: 5208.648438
	Iteration 30Q: 3 clusters Score -4323440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4323439.500000 Penalty: 5208.648438
	Iteration 31F: 3 clusters Score -4323440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Entering Unmasked Estep 
Score: -663076.000000 Penalty: 2137.160156
	Iteration 0F: 2 clusters Score -663076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -658229.625000 Penalty: 4274.320312
	Iteration 0F: 3 clusters Score -658229.6 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -659410.500000 Penalty: 4274.320312
	Iteration 1F: 3 clusters Score -659410.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -659619.687500 Penalty: 4274.320312
	Iteration 2F: 3 clusters Score -659619.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -659754.312500 Penalty: 4274.320312
	Iteration 3Q: 3 clusters Score -659754.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -659846.750000 Penalty: 4274.320312
	Iteration 4Q: 3 clusters Score -659846.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -659903.687500 Penalty: 4274.320312
	Iteration 5Q: 3 clusters Score -659903.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -659937.750000 Penalty: 4274.320312
	Iteration 6Q: 3 clusters Score -659937.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -659979.750000 Penalty: 4274.320312
	Iteration 7Q: 3 clusters Score -659979.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -660018.562500 Penalty: 4274.320312
	Iteration 8Q: 3 clusters Score -660018.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -660051.312500 Penalty: 4274.320312
	Iteration 9Q: 3 clusters Score -660051.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -660085.062500 Penalty: 4274.320312
	Iteration 10Q: 3 clusters Score -660085.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -660108.812500 Penalty: 4274.320312
	Iteration 11Q: 3 clusters Score -660108.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -660140.250000 Penalty: 4274.320312
	Iteration 12Q: 3 clusters Score -660140.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -660177.437500 Penalty: 4274.320312
	Iteration 13Q: 3 clusters Score -660177.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -660212.375000 Penalty: 4274.320312
	Iteration 14Q: 3 clusters Score -660212.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -660239.187500 Penalty: 4274.320312
	Iteration 15Q: 3 clusters Score -660239.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -660259.375000 Penalty: 4274.320312
	Iteration 16Q: 3 clusters Score -660259.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -660276.375000 Penalty: 4274.320312
	Iteration 17Q: 3 clusters Score -660276.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -660298.125000 Penalty: 4274.320312
	Iteration 18Q: 3 clusters Score -660298.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -660316.250000 Penalty: 4274.320312
	Iteration 19Q: 3 clusters Score -660316.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -660336.062500 Penalty: 4274.320312
	Iteration 20F: 3 clusters Score -660336.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -660352.125000 Penalty: 4274.320312
	Iteration 21Q: 3 clusters Score -660352.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -660361.437500 Penalty: 4274.320312
	Iteration 22Q: 3 clusters Score -660361.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -660375.312500 Penalty: 4274.320312
	Iteration 23Q: 3 clusters Score -660375.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -660389.437500 Penalty: 4274.320312
	Iteration 24Q: 3 clusters Score -660389.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -660406.187500 Penalty: 4274.320312
	Iteration 25Q: 3 clusters Score -660406.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -660424.625000 Penalty: 4274.320312
	Iteration 26Q: 3 clusters Score -660424.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -660438.375000 Penalty: 4274.320312
	Iteration 27Q: 3 clusters Score -660438.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -660454.437500 Penalty: 4274.320312
	Iteration 28Q: 3 clusters Score -660454.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -660469.125000 Penalty: 4274.320312
	Iteration 29Q: 3 clusters Score -660469.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -660488.750000 Penalty: 4274.320312
	Iteration 30Q: 3 clusters Score -660488.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -660504.125000 Penalty: 4274.320312
	Iteration 31Q: 3 clusters Score -660504.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -660516.562500 Penalty: 4274.320312
	Iteration 32Q: 3 clusters Score -660516.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -660530.875000 Penalty: 4274.320312
	Iteration 33Q: 3 clusters Score -660530.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -660545.375000 Penalty: 4274.320312
	Iteration 34Q: 3 clusters Score -660545.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -660560.125000 Penalty: 4274.320312
	Iteration 35Q: 3 clusters Score -660560.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -660578.562500 Penalty: 4274.320312
	Iteration 36Q: 3 clusters Score -660578.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -660596.812500 Penalty: 4274.320312
	Iteration 37Q: 3 clusters Score -660596.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -660615.187500 Penalty: 4274.320312
	Iteration 38Q: 3 clusters Score -660615.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -660632.750000 Penalty: 4274.320312
	Iteration 39Q: 3 clusters Score -660632.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -660661.375000 Penalty: 4274.320312
	Iteration 40F: 3 clusters Score -660661.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -660686.562500 Penalty: 4274.320312
	Iteration 41Q: 3 clusters Score -660686.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -660710.875000 Penalty: 4274.320312
	Iteration 42Q: 3 clusters Score -660710.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -660742.000000 Penalty: 4274.320312
	Iteration 43Q: 3 clusters Score -660742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -660788.000000 Penalty: 4274.320312
	Iteration 44Q: 3 clusters Score -660788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -660818.437500 Penalty: 4274.320312
	Iteration 45Q: 3 clusters Score -660818.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -660849.187500 Penalty: 4274.320312
	Iteration 46Q: 3 clusters Score -660849.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -660882.875000 Penalty: 4274.320312
	Iteration 47Q: 3 clusters Score -660882.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -660908.812500 Penalty: 4274.320312
	Iteration 48Q: 3 clusters Score -660908.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -660942.812500 Penalty: 4274.320312
	Iteration 49Q: 3 clusters Score -660942.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -660973.750000 Penalty: 4274.320312
	Iteration 50Q: 3 clusters Score -660973.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -661006.125000 Penalty: 4274.320312
	Iteration 51Q: 3 clusters Score -661006.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -661043.750000 Penalty: 4274.320312
	Iteration 52Q: 3 clusters Score -661043.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -661085.062500 Penalty: 4274.320312
	Iteration 53Q: 3 clusters Score -661085.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -661132.875000 Penalty: 4274.320312
	Iteration 54Q: 3 clusters Score -661132.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -661191.187500 Penalty: 4274.320312
	Iteration 55Q: 3 clusters Score -661191.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -661252.312500 Penalty: 4274.320312
	Iteration 56Q: 3 clusters Score -661252.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -661304.375000 Penalty: 4274.320312
	Iteration 57Q: 3 clusters Score -661304.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -661351.500000 Penalty: 4274.320312
	Iteration 58Q: 3 clusters Score -661351.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -661384.250000 Penalty: 4274.320312
	Iteration 59Q: 3 clusters Score -661384.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -661403.562500 Penalty: 4274.320312
	Iteration 60F: 3 clusters Score -661403.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -661418.187500 Penalty: 4274.320312
	Iteration 61Q: 3 clusters Score -661418.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -661426.687500 Penalty: 4274.320312
	Iteration 62Q: 3 clusters Score -661426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -661432.937500 Penalty: 4274.320312
	Iteration 63Q: 3 clusters Score -661432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -661441.000000 Penalty: 4274.320312
	Iteration 64Q: 3 clusters Score -661441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -661443.812500 Penalty: 4274.320312
	Iteration 65Q: 3 clusters Score -661443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -661445.750000 Penalty: 4274.320312
	Iteration 66Q: 3 clusters Score -661445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -661447.875000 Penalty: 4274.320312
	Iteration 67Q: 3 clusters Score -661447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -661449.500000 Penalty: 4274.320312
	Iteration 68Q: 3 clusters Score -661449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -661451.062500 Penalty: 4274.320312
	Iteration 69Q: 3 clusters Score -661451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -661452.437500 Penalty: 4274.320312
	Iteration 70Q: 3 clusters Score -661452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -661452.687500 Penalty: 4274.320312
	Iteration 71Q: 3 clusters Score -661452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -661452.437500 Penalty: 4274.320312
	Iteration 72Q: 3 clusters Score -661452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -661453.687500 Penalty: 4274.320312
	Iteration 73Q: 3 clusters Score -661453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -661453.687500 Penalty: 4274.320312
	Iteration 74F: 3 clusters Score -661453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -24340.613281 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -24340.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23191.728516 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -23191.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23282.878906 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -23282.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23316.281250 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -23316.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23346.757812 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -23346.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23349.431641 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -23349.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23353.988281 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -23353.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23353.988281 Penalty: 2728.624268
	Iteration 6F: 3 clusters Score -23353.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Entering Unmasked Estep 
Score: -559930.937500 Penalty: 2099.856201
	Iteration 0F: 2 clusters Score -559930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -555557.562500 Penalty: 4199.712402
	Iteration 0F: 3 clusters Score -555557.6 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -556552.312500 Penalty: 4199.712402
	Iteration 1F: 3 clusters Score -556552.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -556736.750000 Penalty: 4199.712402
	Iteration 2F: 3 clusters Score -556736.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -556847.812500 Penalty: 4199.712402
	Iteration 3Q: 3 clusters Score -556847.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -556926.062500 Penalty: 4199.712402
	Iteration 4Q: 3 clusters Score -556926.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -556985.750000 Penalty: 4199.712402
	Iteration 5Q: 3 clusters Score -556985.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -557035.812500 Penalty: 4199.712402
	Iteration 6Q: 3 clusters Score -557035.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -557098.125000 Penalty: 4199.712402
	Iteration 7Q: 3 clusters Score -557098.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -557151.750000 Penalty: 4199.712402
	Iteration 8Q: 3 clusters Score -557151.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -557198.250000 Penalty: 4199.712402
	Iteration 9Q: 3 clusters Score -557198.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -557253.687500 Penalty: 4199.712402
	Iteration 10Q: 3 clusters Score -557253.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -557322.937500 Penalty: 4199.712402
	Iteration 11Q: 3 clusters Score -557322.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -557420.875000 Penalty: 4199.712402
	Iteration 12Q: 3 clusters Score -557420.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -557547.437500 Penalty: 4199.712402
	Iteration 13Q: 3 clusters Score -557547.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -557677.187500 Penalty: 4199.712402
	Iteration 14Q: 3 clusters Score -557677.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -557820.562500 Penalty: 4199.712402
	Iteration 15Q: 3 clusters Score -557820.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -557925.750000 Penalty: 4199.712402
	Iteration 16Q: 3 clusters Score -557925.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -558023.687500 Penalty: 4199.712402
	Iteration 17Q: 3 clusters Score -558023.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -558110.625000 Penalty: 4199.712402
	Iteration 18Q: 3 clusters Score -558110.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -558173.062500 Penalty: 4199.712402
	Iteration 19Q: 3 clusters Score -558173.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -558231.812500 Penalty: 4199.712402
	Iteration 20F: 3 clusters Score -558231.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -558273.125000 Penalty: 4199.712402
	Iteration 21Q: 3 clusters Score -558273.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -558304.687500 Penalty: 4199.712402
	Iteration 22Q: 3 clusters Score -558304.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -558320.625000 Penalty: 4199.712402
	Iteration 23Q: 3 clusters Score -558320.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -558338.375000 Penalty: 4199.712402
	Iteration 24Q: 3 clusters Score -558338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -558351.750000 Penalty: 4199.712402
	Iteration 25Q: 3 clusters Score -558351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -558360.125000 Penalty: 4199.712402
	Iteration 26Q: 3 clusters Score -558360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -558367.437500 Penalty: 4199.712402
	Iteration 27Q: 3 clusters Score -558367.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -558374.312500 Penalty: 4199.712402
	Iteration 28Q: 3 clusters Score -558374.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -558381.437500 Penalty: 4199.712402
	Iteration 29Q: 3 clusters Score -558381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -558385.437500 Penalty: 4199.712402
	Iteration 30Q: 3 clusters Score -558385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -558391.000000 Penalty: 4199.712402
	Iteration 31Q: 3 clusters Score -558391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -558400.062500 Penalty: 4199.712402
	Iteration 32Q: 3 clusters Score -558400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -558404.625000 Penalty: 4199.712402
	Iteration 33Q: 3 clusters Score -558404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -558410.812500 Penalty: 4199.712402
	Iteration 34Q: 3 clusters Score -558410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -558413.437500 Penalty: 4199.712402
	Iteration 35Q: 3 clusters Score -558413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -558414.375000 Penalty: 4199.712402
	Iteration 36Q: 3 clusters Score -558414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -558416.187500 Penalty: 4199.712402
	Iteration 37Q: 3 clusters Score -558416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -558417.750000 Penalty: 4199.712402
	Iteration 38Q: 3 clusters Score -558417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -558418.125000 Penalty: 4199.712402
	Iteration 39Q: 3 clusters Score -558418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -558417.500000 Penalty: 4199.712402
	Iteration 40F: 3 clusters Score -558417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Entering Unmasked Estep 
Score: -2598246.000000 Penalty: 2469.976807
	Iteration 0F: 2 clusters Score -2598246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2583332.250000 Penalty: 4939.953613
	Iteration 0F: 3 clusters Score -2583332 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2588381.000000 Penalty: 4939.953613
	Iteration 1F: 3 clusters Score -2588381 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2589039.000000 Penalty: 4939.953613
	Iteration 2F: 3 clusters Score -2589039 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2589751.500000 Penalty: 4939.953613
	Iteration 3F: 3 clusters Score -2589752 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2590699.500000 Penalty: 4939.953613
	Iteration 4F: 3 clusters Score -2590700 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2591696.500000 Penalty: 4939.953613
	Iteration 5F: 3 clusters Score -2591696 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2592495.750000 Penalty: 4939.953613
	Iteration 6F: 3 clusters Score -2592496 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2593034.750000 Penalty: 4939.953613
	Iteration 7Q: 3 clusters Score -2593035 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2593391.250000 Penalty: 4939.953613
	Iteration 8Q: 3 clusters Score -2593391 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2593652.500000 Penalty: 4939.953613
	Iteration 9Q: 3 clusters Score -2593652 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2593831.250000 Penalty: 4939.953613
	Iteration 10Q: 3 clusters Score -2593831 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2593969.250000 Penalty: 4939.953613
	Iteration 11Q: 3 clusters Score -2593969 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2594072.500000 Penalty: 4939.953613
	Iteration 12Q: 3 clusters Score -2594072 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2594177.250000 Penalty: 4939.953613
	Iteration 13Q: 3 clusters Score -2594177 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2594257.000000 Penalty: 4939.953613
	Iteration 14Q: 3 clusters Score -2594257 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2594315.500000 Penalty: 4939.953613
	Iteration 15Q: 3 clusters Score -2594316 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2594364.750000 Penalty: 4939.953613
	Iteration 16Q: 3 clusters Score -2594365 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2594430.000000 Penalty: 4939.953613
	Iteration 17Q: 3 clusters Score -2594430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2594479.750000 Penalty: 4939.953613
	Iteration 18Q: 3 clusters Score -2594480 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2594527.750000 Penalty: 4939.953613
	Iteration 19Q: 3 clusters Score -2594528 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2594573.750000 Penalty: 4939.953613
	Iteration 20F: 3 clusters Score -2594574 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2594635.000000 Penalty: 4939.953613
	Iteration 21Q: 3 clusters Score -2594635 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2594676.500000 Penalty: 4939.953613
	Iteration 22Q: 3 clusters Score -2594676 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2594733.250000 Penalty: 4939.953613
	Iteration 23Q: 3 clusters Score -2594733 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2594790.750000 Penalty: 4939.953613
	Iteration 24Q: 3 clusters Score -2594791 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2594840.500000 Penalty: 4939.953613
	Iteration 25Q: 3 clusters Score -2594840 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2594897.250000 Penalty: 4939.953613
	Iteration 26Q: 3 clusters Score -2594897 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2594949.750000 Penalty: 4939.953613
	Iteration 27Q: 3 clusters Score -2594950 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2595013.500000 Penalty: 4939.953613
	Iteration 28Q: 3 clusters Score -2595014 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2595093.500000 Penalty: 4939.953613
	Iteration 29Q: 3 clusters Score -2595094 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2595163.000000 Penalty: 4939.953613
	Iteration 30Q: 3 clusters Score -2595163 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2595218.250000 Penalty: 4939.953613
	Iteration 31Q: 3 clusters Score -2595218 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2595275.000000 Penalty: 4939.953613
	Iteration 32Q: 3 clusters Score -2595275 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2595346.750000 Penalty: 4939.953613
	Iteration 33Q: 3 clusters Score -2595347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2595418.500000 Penalty: 4939.953613
	Iteration 34Q: 3 clusters Score -2595418 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2595486.000000 Penalty: 4939.953613
	Iteration 35Q: 3 clusters Score -2595486 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2595541.000000 Penalty: 4939.953613
	Iteration 36Q: 3 clusters Score -2595541 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2595585.500000 Penalty: 4939.953613
	Iteration 37Q: 3 clusters Score -2595586 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2595623.000000 Penalty: 4939.953613
	Iteration 38Q: 3 clusters Score -2595623 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2595664.250000 Penalty: 4939.953613
	Iteration 39Q: 3 clusters Score -2595664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2595700.500000 Penalty: 4939.953613
	Iteration 40F: 3 clusters Score -2595700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2595724.750000 Penalty: 4939.953613
	Iteration 41Q: 3 clusters Score -2595725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2595744.750000 Penalty: 4939.953613
	Iteration 42Q: 3 clusters Score -2595745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2595773.500000 Penalty: 4939.953613
	Iteration 43Q: 3 clusters Score -2595774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2595782.250000 Penalty: 4939.953613
	Iteration 44Q: 3 clusters Score -2595782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2595802.000000 Penalty: 4939.953613
	Iteration 45Q: 3 clusters Score -2595802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2595809.000000 Penalty: 4939.953613
	Iteration 46Q: 3 clusters Score -2595809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2595822.000000 Penalty: 4939.953613
	Iteration 47Q: 3 clusters Score -2595822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2595826.250000 Penalty: 4939.953613
	Iteration 48Q: 3 clusters Score -2595826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2595829.750000 Penalty: 4939.953613
	Iteration 49Q: 3 clusters Score -2595830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2595838.500000 Penalty: 4939.953613
	Iteration 50Q: 3 clusters Score -2595838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2595839.500000 Penalty: 4939.953613
	Iteration 51Q: 3 clusters Score -2595840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2595845.250000 Penalty: 4939.953613
	Iteration 52Q: 3 clusters Score -2595845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2595849.750000 Penalty: 4939.953613
	Iteration 53Q: 3 clusters Score -2595850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2595848.750000 Penalty: 4939.953613
	Iteration 54Q: 3 clusters Score -2595849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2595848.500000 Penalty: 4939.953613
	Iteration 55Q: 3 clusters Score -2595848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2595848.000000 Penalty: 4939.953613
	Iteration 56Q: 3 clusters Score -2595848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2595849.000000 Penalty: 4939.953613
	Iteration 57Q: 3 clusters Score -2595849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2595847.500000 Penalty: 4939.953613
	Iteration 58Q: 3 clusters Score -2595848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2595851.000000 Penalty: 4939.953613
	Iteration 59Q: 3 clusters Score -2595851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2595850.000000 Penalty: 4939.953613
	Iteration 60F: 3 clusters Score -2595850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2595850.000000 Penalty: 4939.953613
	Iteration 61Q: 3 clusters Score -2595850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2595854.500000 Penalty: 4939.953613
	Iteration 62Q: 3 clusters Score -2595854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2595854.000000 Penalty: 4939.953613
	Iteration 63Q: 3 clusters Score -2595854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2595855.000000 Penalty: 4939.953613
	Iteration 64Q: 3 clusters Score -2595855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2595857.500000 Penalty: 4939.953613
	Iteration 65Q: 3 clusters Score -2595858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2595857.750000 Penalty: 4939.953613
	Iteration 66Q: 3 clusters Score -2595858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2595857.000000 Penalty: 4939.953613
	Iteration 67Q: 3 clusters Score -2595857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2595861.250000 Penalty: 4939.953613
	Iteration 68Q: 3 clusters Score -2595861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2595859.500000 Penalty: 4939.953613
	Iteration 69Q: 3 clusters Score -2595860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2595861.250000 Penalty: 4939.953613
	Iteration 70Q: 3 clusters Score -2595861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2595861.500000 Penalty: 4939.953613
	Iteration 71Q: 3 clusters Score -2595862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2595861.750000 Penalty: 4939.953613
	Iteration 72Q: 3 clusters Score -2595862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2595861.750000 Penalty: 4939.953613
	Iteration 73F: 3 clusters Score -2595862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Entering Unmasked Estep 
Score: -3363115.750000 Penalty: 2545.866943
	Iteration 0F: 2 clusters Score -3363116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3343358.500000 Penalty: 5091.733887
	Iteration 0F: 3 clusters Score -3343358 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3350870.500000 Penalty: 5091.733887
	Iteration 1F: 3 clusters Score -3350870 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3351988.500000 Penalty: 5091.733887
	Iteration 2F: 3 clusters Score -3351988 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3353640.250000 Penalty: 5091.733887
	Iteration 3F: 3 clusters Score -3353640 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3355721.750000 Penalty: 5091.733887
	Iteration 4F: 3 clusters Score -3355722 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3357638.000000 Penalty: 5091.733887
	Iteration 5F: 3 clusters Score -3357638 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3358936.000000 Penalty: 5091.733887
	Iteration 6F: 3 clusters Score -3358936 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3359611.500000 Penalty: 5091.733887
	Iteration 7Q: 3 clusters Score -3359612 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3359954.750000 Penalty: 5091.733887
	Iteration 8Q: 3 clusters Score -3359955 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3360199.250000 Penalty: 5091.733887
	Iteration 9Q: 3 clusters Score -3360199 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3360388.750000 Penalty: 5091.733887
	Iteration 10Q: 3 clusters Score -3360389 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3360518.000000 Penalty: 5091.733887
	Iteration 11Q: 3 clusters Score -3360518 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3360640.250000 Penalty: 5091.733887
	Iteration 12Q: 3 clusters Score -3360640 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3360752.000000 Penalty: 5091.733887
	Iteration 13Q: 3 clusters Score -3360752 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3360799.750000 Penalty: 5091.733887
	Iteration 14Q: 3 clusters Score -3360800 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3360852.000000 Penalty: 5091.733887
	Iteration 15Q: 3 clusters Score -3360852 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3360874.500000 Penalty: 5091.733887
	Iteration 16Q: 3 clusters Score -3360874 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3360898.500000 Penalty: 5091.733887
	Iteration 17Q: 3 clusters Score -3360898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3360914.000000 Penalty: 5091.733887
	Iteration 18Q: 3 clusters Score -3360914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3360927.750000 Penalty: 5091.733887
	Iteration 19Q: 3 clusters Score -3360928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3360939.750000 Penalty: 5091.733887
	Iteration 20F: 3 clusters Score -3360940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3360958.000000 Penalty: 5091.733887
	Iteration 21Q: 3 clusters Score -3360958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3360965.750000 Penalty: 5091.733887
	Iteration 22Q: 3 clusters Score -3360966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3360963.750000 Penalty: 5091.733887
	Iteration 23Q: 3 clusters Score -3360964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3360966.250000 Penalty: 5091.733887
	Iteration 24Q: 3 clusters Score -3360966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3360980.750000 Penalty: 5091.733887
	Iteration 25Q: 3 clusters Score -3360981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3360980.750000 Penalty: 5091.733887
	Iteration 26Q: 3 clusters Score -3360981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3360976.750000 Penalty: 5091.733887
	Iteration 27Q: 3 clusters Score -3360977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3360970.500000 Penalty: 5091.733887
	Iteration 28Q: 3 clusters Score -3360970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3360980.250000 Penalty: 5091.733887
	Iteration 29Q: 3 clusters Score -3360980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3360974.250000 Penalty: 5091.733887
	Iteration 30Q: 3 clusters Score -3360974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3360979.500000 Penalty: 5091.733887
	Iteration 31Q: 3 clusters Score -3360980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3360983.000000 Penalty: 5091.733887
	Iteration 32Q: 3 clusters Score -3360983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3360978.500000 Penalty: 5091.733887
	Iteration 33Q: 3 clusters Score -3360978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3360976.000000 Penalty: 5091.733887
	Iteration 34Q: 3 clusters Score -3360976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3360979.250000 Penalty: 5091.733887
	Iteration 35Q: 3 clusters Score -3360979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3360981.500000 Penalty: 5091.733887
	Iteration 36Q: 3 clusters Score -3360982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3360980.250000 Penalty: 5091.733887
	Iteration 37Q: 3 clusters Score -3360980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3360984.500000 Penalty: 5091.733887
	Iteration 38Q: 3 clusters Score -3360984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3360990.500000 Penalty: 5091.733887
	Iteration 39Q: 3 clusters Score -3360990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3360987.250000 Penalty: 5091.733887
	Iteration 40F: 3 clusters Score -3360987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3360989.250000 Penalty: 5091.733887
	Iteration 41Q: 3 clusters Score -3360989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3360989.000000 Penalty: 5091.733887
	Iteration 42Q: 3 clusters Score -3360989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3360989.750000 Penalty: 5091.733887
	Iteration 43Q: 3 clusters Score -3360990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3360992.500000 Penalty: 5091.733887
	Iteration 44Q: 3 clusters Score -3360992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3360990.250000 Penalty: 5091.733887
	Iteration 45Q: 3 clusters Score -3360990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3360988.000000 Penalty: 5091.733887
	Iteration 46Q: 3 clusters Score -3360988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3360988.750000 Penalty: 5091.733887
	Iteration 47Q: 3 clusters Score -3360989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -3360990.750000 Penalty: 5091.733887
	Iteration 48Q: 3 clusters Score -3360991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3360995.000000 Penalty: 5091.733887
	Iteration 49Q: 3 clusters Score -3360995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3360990.250000 Penalty: 5091.733887
	Iteration 50Q: 3 clusters Score -3360990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3360984.250000 Penalty: 5091.733887
	Iteration 51Q: 3 clusters Score -3360984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3360987.750000 Penalty: 5091.733887
	Iteration 52Q: 3 clusters Score -3360988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3360986.250000 Penalty: 5091.733887
	Iteration 53Q: 3 clusters Score -3360986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3360994.250000 Penalty: 5091.733887
	Iteration 54Q: 3 clusters Score -3360994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3360985.750000 Penalty: 5091.733887
	Iteration 55Q: 3 clusters Score -3360986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3360982.500000 Penalty: 5091.733887
	Iteration 56Q: 3 clusters Score -3360982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3360986.000000 Penalty: 5091.733887
	Iteration 57Q: 3 clusters Score -3360986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3360985.250000 Penalty: 5091.733887
	Iteration 58Q: 3 clusters Score -3360985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3360984.000000 Penalty: 5091.733887
	Iteration 59Q: 3 clusters Score -3360984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3360984.000000 Penalty: 5091.733887
	Iteration 60F: 3 clusters Score -3360984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3360988.500000 Penalty: 5091.733887
	Iteration 61Q: 3 clusters Score -3360988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3360990.500000 Penalty: 5091.733887
	Iteration 62Q: 3 clusters Score -3360990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3360992.250000 Penalty: 5091.733887
	Iteration 63Q: 3 clusters Score -3360992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3360991.500000 Penalty: 5091.733887
	Iteration 64Q: 3 clusters Score -3360992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3360990.000000 Penalty: 5091.733887
	Iteration 65Q: 3 clusters Score -3360990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3360990.000000 Penalty: 5091.733887
	Iteration 66F: 3 clusters Score -3360990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Entering Unmasked Estep 
Score: -1674098.125000 Penalty: 2365.510254
	Iteration 0F: 2 clusters Score -1674098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1663955.750000 Penalty: 4731.020508
	Iteration 0F: 3 clusters Score -1663956 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1667187.625000 Penalty: 4731.020508
	Iteration 1F: 3 clusters Score -1667188 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1667594.875000 Penalty: 4731.020508
	Iteration 2F: 3 clusters Score -1667595 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1667943.875000 Penalty: 4731.020508
	Iteration 3F: 3 clusters Score -1667944 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1668234.125000 Penalty: 4731.020508
	Iteration 4Q: 3 clusters Score -1668234 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1668468.625000 Penalty: 4731.020508
	Iteration 5Q: 3 clusters Score -1668469 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1668683.000000 Penalty: 4731.020508
	Iteration 6Q: 3 clusters Score -1668683 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1668879.000000 Penalty: 4731.020508
	Iteration 7Q: 3 clusters Score -1668879 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1669074.375000 Penalty: 4731.020508
	Iteration 8Q: 3 clusters Score -1669074 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1669282.875000 Penalty: 4731.020508
	Iteration 9Q: 3 clusters Score -1669283 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1669516.125000 Penalty: 4731.020508
	Iteration 10Q: 3 clusters Score -1669516 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1669781.500000 Penalty: 4731.020508
	Iteration 11Q: 3 clusters Score -1669782 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1670069.500000 Penalty: 4731.020508
	Iteration 12Q: 3 clusters Score -1670070 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1670392.750000 Penalty: 4731.020508
	Iteration 13Q: 3 clusters Score -1670393 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1670740.875000 Penalty: 4731.020508
	Iteration 14Q: 3 clusters Score -1670741 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1671087.625000 Penalty: 4731.020508
	Iteration 15Q: 3 clusters Score -1671088 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1671427.000000 Penalty: 4731.020508
	Iteration 16Q: 3 clusters Score -1671427 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1671726.625000 Penalty: 4731.020508
	Iteration 17Q: 3 clusters Score -1671727 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1671955.125000 Penalty: 4731.020508
	Iteration 18Q: 3 clusters Score -1671955 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1672108.625000 Penalty: 4731.020508
	Iteration 19Q: 3 clusters Score -1672109 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1672217.875000 Penalty: 4731.020508
	Iteration 20F: 3 clusters Score -1672218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1672315.250000 Penalty: 4731.020508
	Iteration 21Q: 3 clusters Score -1672315 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1672404.750000 Penalty: 4731.020508
	Iteration 22Q: 3 clusters Score -1672405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1672467.250000 Penalty: 4731.020508
	Iteration 23Q: 3 clusters Score -1672467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1672505.750000 Penalty: 4731.020508
	Iteration 24Q: 3 clusters Score -1672506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1672534.375000 Penalty: 4731.020508
	Iteration 25Q: 3 clusters Score -1672534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1672567.875000 Penalty: 4731.020508
	Iteration 26Q: 3 clusters Score -1672568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1672580.250000 Penalty: 4731.020508
	Iteration 27Q: 3 clusters Score -1672580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1672594.625000 Penalty: 4731.020508
	Iteration 28Q: 3 clusters Score -1672595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1672599.750000 Penalty: 4731.020508
	Iteration 29Q: 3 clusters Score -1672600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1672607.125000 Penalty: 4731.020508
	Iteration 30Q: 3 clusters Score -1672607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1672611.875000 Penalty: 4731.020508
	Iteration 31Q: 3 clusters Score -1672612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1672621.375000 Penalty: 4731.020508
	Iteration 32Q: 3 clusters Score -1672621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1672623.875000 Penalty: 4731.020508
	Iteration 33Q: 3 clusters Score -1672624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1672629.375000 Penalty: 4731.020508
	Iteration 34Q: 3 clusters Score -1672629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1672634.250000 Penalty: 4731.020508
	Iteration 35Q: 3 clusters Score -1672634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1672634.500000 Penalty: 4731.020508
	Iteration 36Q: 3 clusters Score -1672634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1672636.375000 Penalty: 4731.020508
	Iteration 37Q: 3 clusters Score -1672636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1672636.625000 Penalty: 4731.020508
	Iteration 38Q: 3 clusters Score -1672637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1672637.625000 Penalty: 4731.020508
	Iteration 39Q: 3 clusters Score -1672638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1672637.875000 Penalty: 4731.020508
	Iteration 40F: 3 clusters Score -1672638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1672642.375000 Penalty: 4731.020508
	Iteration 41Q: 3 clusters Score -1672642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1672644.125000 Penalty: 4731.020508
	Iteration 42Q: 3 clusters Score -1672644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1672647.625000 Penalty: 4731.020508
	Iteration 43Q: 3 clusters Score -1672648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1672647.250000 Penalty: 4731.020508
	Iteration 44Q: 3 clusters Score -1672647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1672647.375000 Penalty: 4731.020508
	Iteration 45Q: 3 clusters Score -1672647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1672649.000000 Penalty: 4731.020508
	Iteration 46Q: 3 clusters Score -1672649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1672651.875000 Penalty: 4731.020508
	Iteration 47Q: 3 clusters Score -1672652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1672653.625000 Penalty: 4731.020508
	Iteration 48Q: 3 clusters Score -1672654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1672654.125000 Penalty: 4731.020508
	Iteration 49Q: 3 clusters Score -1672654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1672659.000000 Penalty: 4731.020508
	Iteration 50Q: 3 clusters Score -1672659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1672663.250000 Penalty: 4731.020508
	Iteration 51Q: 3 clusters Score -1672663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1672665.500000 Penalty: 4731.020508
	Iteration 52Q: 3 clusters Score -1672666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1672666.375000 Penalty: 4731.020508
	Iteration 53Q: 3 clusters Score -1672666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1672669.625000 Penalty: 4731.020508
	Iteration 54Q: 3 clusters Score -1672670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1672669.000000 Penalty: 4731.020508
	Iteration 55Q: 3 clusters Score -1672669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1672670.000000 Penalty: 4731.020508
	Iteration 56Q: 3 clusters Score -1672670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1672670.000000 Penalty: 4731.020508
	Iteration 57F: 3 clusters Score -1672670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -50387.480469 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -50387.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48887.675781 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -48887.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49118.285156 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -49118.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49198.050781 Penalty: 3058.047119
	Iteration 2Q: 3 clusters Score -49198.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49294.632812 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -49294.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49401.285156 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -49401.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49559.820312 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -49559.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49679.242188 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -49679.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49707.570312 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -49707.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49737.269531 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -49737.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49760.957031 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -49760.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49765.597656 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -49765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49773.886719 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -49773.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49775.523438 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -49775.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49777.015625 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -49777.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49779.859375 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -49779.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49781.867188 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -49781.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49781.867188 Penalty: 3058.047119
	Iteration 16F: 3 clusters Score -49781.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (175548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Entering Unmasked Estep 
Score: -21561060.000000 Penalty: 2994.765625
	Iteration 0F: 2 clusters Score -2.156106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -21445902.000000 Penalty: 5989.531250
	Iteration 0F: 3 clusters Score -2.14459e+07 nChanged 83977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -21494682.000000 Penalty: 5989.531250
	Iteration 1F: 3 clusters Score -2.149468e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -21496022.000000 Penalty: 5989.531250
	Iteration 2Q: 3 clusters Score -2.149602e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -21497892.000000 Penalty: 5989.531250
	Iteration 3Q: 3 clusters Score -2.149789e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -21501436.000000 Penalty: 5989.531250
	Iteration 4Q: 3 clusters Score -2.150144e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 116442 members 
Entering Unmasked Estep 
Score: -21507464.000000 Penalty: 5989.531250
	Iteration 5F: 3 clusters Score -2.150746e+07 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 129487 members 
Entering Unmasked Estep 
Score: -21517288.000000 Penalty: 5989.531250
	Iteration 6F: 3 clusters Score -2.151729e+07 nChanged 15283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -21530978.000000 Penalty: 5989.531250
	Iteration 7F: 3 clusters Score -2.153098e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -21544022.000000 Penalty: 5989.531250
	Iteration 8F: 3 clusters Score -2.154402e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -21552418.000000 Penalty: 5989.531250
	Iteration 9F: 3 clusters Score -2.155242e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 172686 members 
Entering Unmasked Estep 
Score: -21556374.000000 Penalty: 5989.531250
	Iteration 10Q: 3 clusters Score -2.155637e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 174485 members 
Entering Unmasked Estep 
Score: -21557804.000000 Penalty: 5989.531250
	Iteration 11Q: 3 clusters Score -2.15578e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 175002 members 
Entering Unmasked Estep 
Score: -21558270.000000 Penalty: 5989.531250
	Iteration 12Q: 3 clusters Score -2.155827e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 175129 members 
Entering Unmasked Estep 
Score: -21558398.000000 Penalty: 5989.531250
	Iteration 13Q: 3 clusters Score -2.15584e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 175172 members 
Entering Unmasked Estep 
Score: -21558468.000000 Penalty: 5989.531250
	Iteration 14Q: 3 clusters Score -2.155847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 175191 members 
Entering Unmasked Estep 
Score: -21558502.000000 Penalty: 5989.531250
	Iteration 15Q: 3 clusters Score -2.15585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 175203 members 
Entering Unmasked Estep 
Score: -21558530.000000 Penalty: 5989.531250
	Iteration 16Q: 3 clusters Score -2.155853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -21558572.000000 Penalty: 5989.531250
	Iteration 17Q: 3 clusters Score -2.155857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 175217 members 
Entering Unmasked Estep 
Score: -21558578.000000 Penalty: 5989.531250
	Iteration 18Q: 3 clusters Score -2.155858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -21558600.000000 Penalty: 5989.531250
	Iteration 19Q: 3 clusters Score -2.15586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -21558602.000000 Penalty: 5989.531250
	Iteration 20F: 3 clusters Score -2.15586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -21558586.000000 Penalty: 5989.531250
	Iteration 21Q: 3 clusters Score -2.155859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 175218 members 
Entering Unmasked Estep 
Score: -21558594.000000 Penalty: 5989.531250
	Iteration 22Q: 3 clusters Score -2.155859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -21558606.000000 Penalty: 5989.531250
	Iteration 23Q: 3 clusters Score -2.155861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -21558604.000000 Penalty: 5989.531250
	Iteration 24Q: 3 clusters Score -2.15586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -21558590.000000 Penalty: 5989.531250
	Iteration 25Q: 3 clusters Score -2.155859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -21558596.000000 Penalty: 5989.531250
	Iteration 26Q: 3 clusters Score -2.15586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -21558596.000000 Penalty: 5989.531250
	Iteration 27Q: 3 clusters Score -2.15586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -21558590.000000 Penalty: 5989.531250
	Iteration 28Q: 3 clusters Score -2.155859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -21558590.000000 Penalty: 5989.531250
	Iteration 29F: 3 clusters Score -2.155859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -85632.398438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -85632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83855.468750 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -83855.47 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84114.218750 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -84114.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84184.656250 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -84184.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84216.632812 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -84216.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84225.164062 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -84225.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84232.476562 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -84232.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84242.945312 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -84242.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84252.242188 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -84252.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84259.539062 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -84259.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84265.710938 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -84265.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84269.320312 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -84269.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84273.460938 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -84273.46 nChanged 3
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: -84276.007812 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -84276.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84277.414062 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -84277.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84279.523438 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -84279.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84283.656250 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -84283.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84286.289062 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -84286.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84288.140625 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -84288.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84295.328125 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -84295.33 nChanged 11
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: -84323.109375 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -84323.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84347.765625 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -84347.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84381.742188 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -84381.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84414.789062 Penalty: 3304.913818
	Iteration 22Q: 3 clusters Score -84414.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84435.179688 Penalty: 3304.913818
	Iteration 23Q: 3 clusters Score -84435.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84459.875000 Penalty: 3304.913818
	Iteration 24Q: 3 clusters Score -84459.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84493.742188 Penalty: 3304.913818
	Iteration 25Q: 3 clusters Score -84493.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84529.773438 Penalty: 3304.913818
	Iteration 26Q: 3 clusters Score -84529.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84555.179688 Penalty: 3304.913818
	Iteration 27Q: 3 clusters Score -84555.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84578.328125 Penalty: 3304.913818
	Iteration 28Q: 3 clusters Score -84578.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84606.328125 Penalty: 3304.913818
	Iteration 29Q: 3 clusters Score -84606.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84637.289062 Penalty: 3304.913818
	Iteration 30Q: 3 clusters Score -84637.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84685.773438 Penalty: 3304.913818
	Iteration 31Q: 3 clusters Score -84685.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84728.312500 Penalty: 3304.913818
	Iteration 32Q: 3 clusters Score -84728.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84754.093750 Penalty: 3304.913818
	Iteration 33Q: 3 clusters Score -84754.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84759.632812 Penalty: 3304.913818
	Iteration 34Q: 3 clusters Score -84759.63 nChanged 2
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: -84770.039062 Penalty: 3304.913818
	Iteration 35Q: 3 clusters Score -84770.04 nChanged 8
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: -84795.070312 Penalty: 3304.913818
	Iteration 36Q: 3 clusters Score -84795.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84835.484375 Penalty: 3304.913818
	Iteration 37Q: 3 clusters Score -84835.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84882.898438 Penalty: 3304.913818
	Iteration 38Q: 3 clusters Score -84882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84934.390625 Penalty: 3304.913818
	Iteration 39Q: 3 clusters Score -84934.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84974.031250 Penalty: 3304.913818
	Iteration 40F: 3 clusters Score -84974.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85053.726562 Penalty: 3304.913818
	Iteration 41Q: 3 clusters Score -85053.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85105.007812 Penalty: 3304.913818
	Iteration 42Q: 3 clusters Score -85105.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85130.796875 Penalty: 3304.913818
	Iteration 43Q: 3 clusters Score -85130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85175.718750 Penalty: 3304.913818
	Iteration 44Q: 3 clusters Score -85175.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85198.710938 Penalty: 3304.913818
	Iteration 45Q: 3 clusters Score -85198.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85209.453125 Penalty: 3304.913818
	Iteration 46Q: 3 clusters Score -85209.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85214.101562 Penalty: 3304.913818
	Iteration 47Q: 3 clusters Score -85214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85216.382812 Penalty: 3304.913818
	Iteration 48Q: 3 clusters Score -85216.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85217.476562 Penalty: 3304.913818
	Iteration 49Q: 3 clusters Score -85217.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85217.476562 Penalty: 3304.913818
	Iteration 50F: 3 clusters Score -85217.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 7014 members 
Mstep: Class 3 contains 10105 members 
Mstep: Class 4 contains 12931 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12700 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 20369 members 
Mstep: Class 13 contains 169935 members 
Mstep: Class 14 contains 8327 members 
Mstep: Class 15 contains 9779 members 
Mstep: Class 16 contains 20262 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 14348 members 
Mstep: Class 19 contains 54755 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 170503 members 
Mstep: Class 22 contains 170886 members 
Mstep: Class 23 contains 36363 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 21154 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175548 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225424.000000 Penalty: 109917.796875
Iteration 239Q: 33 clusters Score -1.242254e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 10106 members 
Mstep: Class 4 contains 12918 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 12703 members 
Mstep: Class 8 contains 6146 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 169917 members 
Mstep: Class 14 contains 8333 members 
Mstep: Class 15 contains 9780 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 14346 members 
Mstep: Class 19 contains 54758 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 170509 members 
Mstep: Class 22 contains 170888 members 
Mstep: Class 23 contains 36363 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 28723 members 
Mstep: Class 29 contains 13886 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175543 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225736.000000 Penalty: 109917.796875
Iteration 240F: 33 clusters Score -1.242257e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 6992 members 
Mstep: Class 3 contains 10107 members 
Mstep: Class 4 contains 12891 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12707 members 
Mstep: Class 8 contains 6144 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 20473 members 
Mstep: Class 13 contains 169897 members 
Mstep: Class 14 contains 8335 members 
Mstep: Class 15 contains 9774 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 54758 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 170508 members 
Mstep: Class 22 contains 170898 members 
Mstep: Class 23 contains 36367 members 
Mstep: Class 24 contains 5549 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 21043 members 
Mstep: Class 28 contains 28730 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175562 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225640.000000 Penalty: 109917.796875
Iteration 241Q: 33 clusters Score -1.242256e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 6976 members 
Mstep: Class 3 contains 10110 members 
Mstep: Class 4 contains 12860 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 12715 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 20514 members 
Mstep: Class 13 contains 169889 members 
Mstep: Class 14 contains 8336 members 
Mstep: Class 15 contains 9769 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 14338 members 
Mstep: Class 19 contains 54760 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 170491 members 
Mstep: Class 22 contains 170919 members 
Mstep: Class 23 contains 36372 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20992 members 
Mstep: Class 28 contains 28732 members 
Mstep: Class 29 contains 13893 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175588 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225616.000000 Penalty: 109917.796875
Iteration 242Q: 33 clusters Score -1.242256e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 10111 members 
Mstep: Class 4 contains 12836 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 12723 members 
Mstep: Class 8 contains 6140 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 20552 members 
Mstep: Class 13 contains 169877 members 
Mstep: Class 14 contains 8336 members 
Mstep: Class 15 contains 9768 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 14331 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 170461 members 
Mstep: Class 22 contains 170950 members 
Mstep: Class 23 contains 36382 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 20927 members 
Mstep: Class 28 contains 28728 members 
Mstep: Class 29 contains 13895 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175619 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225520.000000 Penalty: 109917.796875
Iteration 243Q: 33 clusters Score -1.242255e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 10112 members 
Mstep: Class 4 contains 12816 members 
Mstep: Class 5 contains 5722 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 12732 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 20591 members 
Mstep: Class 13 contains 169870 members 
Mstep: Class 14 contains 8336 members 
Mstep: Class 15 contains 9770 members 
Mstep: Class 16 contains 20256 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 14329 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 170440 members 
Mstep: Class 22 contains 170978 members 
Mstep: Class 23 contains 36386 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 20881 members 
Mstep: Class 28 contains 28739 members 
Mstep: Class 29 contains 13900 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175616 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225536.000000 Penalty: 109917.796875
Iteration 244Q: 33 clusters Score -1.242255e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 10115 members 
Mstep: Class 4 contains 12792 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 12738 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 5956 members 
Mstep: Class 12 contains 20638 members 
Mstep: Class 13 contains 169862 members 
Mstep: Class 14 contains 8338 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 20253 members 
Mstep: Class 17 contains 5430 members 
Mstep: Class 18 contains 14332 members 
Mstep: Class 19 contains 54761 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 170413 members 
Mstep: Class 22 contains 171018 members 
Mstep: Class 23 contains 36393 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 20821 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 13902 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175610 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225640.000000 Penalty: 109917.796875
Iteration 245Q: 33 clusters Score -1.242256e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 10116 members 
Mstep: Class 4 contains 12765 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 12738 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 5956 members 
Mstep: Class 12 contains 20674 members 
Mstep: Class 13 contains 169866 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 20250 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 14333 members 
Mstep: Class 19 contains 54758 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 170382 members 
Mstep: Class 22 contains 171047 members 
Mstep: Class 23 contains 36390 members 
Mstep: Class 24 contains 5622 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20780 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 13902 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175616 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225928.000000 Penalty: 109917.796875
Iteration 246Q: 33 clusters Score -1.242259e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 10117 members 
Mstep: Class 4 contains 12744 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 12735 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 20706 members 
Mstep: Class 13 contains 169857 members 
Mstep: Class 14 contains 8342 members 
Mstep: Class 15 contains 9776 members 
Mstep: Class 16 contains 20245 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 14332 members 
Mstep: Class 19 contains 54759 members 
Mstep: Class 20 contains 5645 members 
Mstep: Class 21 contains 170362 members 
Mstep: Class 22 contains 171074 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 5640 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 20742 members 
Mstep: Class 28 contains 28769 members 
Mstep: Class 29 contains 13903 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175619 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225832.000000 Penalty: 109917.796875
Iteration 247Q: 33 clusters Score -1.242258e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 6890 members 
Mstep: Class 3 contains 10118 members 
Mstep: Class 4 contains 12719 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 12736 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 20744 members 
Mstep: Class 13 contains 169840 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 9776 members 
Mstep: Class 16 contains 20240 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 14333 members 
Mstep: Class 19 contains 54759 members 
Mstep: Class 20 contains 5650 members 
Mstep: Class 21 contains 170345 members 
Mstep: Class 22 contains 171097 members 
Mstep: Class 23 contains 36403 members 
Mstep: Class 24 contains 5654 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20690 members 
Mstep: Class 28 contains 28770 members 
Mstep: Class 29 contains 13906 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175648 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225880.000000 Penalty: 109917.796875
Iteration 248Q: 33 clusters Score -1.242259e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 10119 members 
Mstep: Class 4 contains 12708 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 12732 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 12 contains 20789 members 
Mstep: Class 13 contains 169822 members 
Mstep: Class 14 contains 8352 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 20230 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 14335 members 
Mstep: Class 19 contains 54759 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 170320 members 
Mstep: Class 22 contains 171122 members 
Mstep: Class 23 contains 36415 members 
Mstep: Class 24 contains 5659 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20633 members 
Mstep: Class 28 contains 28778 members 
Mstep: Class 29 contains 13908 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175657 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225936.000000 Penalty: 109917.796875
Iteration 249Q: 33 clusters Score -1.242259e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 10121 members 
Mstep: Class 4 contains 12691 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 12729 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 12 contains 20836 members 
Mstep: Class 13 contains 169817 members 
Mstep: Class 14 contains 8357 members 
Mstep: Class 15 contains 9776 members 
Mstep: Class 16 contains 20225 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 14332 members 
Mstep: Class 19 contains 54759 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 170297 members 
Mstep: Class 22 contains 171162 members 
Mstep: Class 23 contains 36418 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20585 members 
Mstep: Class 28 contains 28778 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175664 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225936.000000 Penalty: 109917.796875
Iteration 250Q: 33 clusters Score -1.242259e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12676 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 12731 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 20886 members 
Mstep: Class 13 contains 169812 members 
Mstep: Class 14 contains 8355 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 20215 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 14332 members 
Mstep: Class 19 contains 54756 members 
Mstep: Class 20 contains 5666 members 
Mstep: Class 21 contains 170299 members 
Mstep: Class 22 contains 171160 members 
Mstep: Class 23 contains 36431 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 20526 members 
Mstep: Class 28 contains 28776 members 
Mstep: Class 29 contains 13908 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175670 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226144.000000 Penalty: 109917.796875
Iteration 251Q: 33 clusters Score -1.242261e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 20929 members 
Mstep: Class 13 contains 169801 members 
Mstep: Class 14 contains 8355 members 
Mstep: Class 15 contains 9780 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 18 contains 14330 members 
Mstep: Class 19 contains 54758 members 
Mstep: Class 20 contains 5669 members 
Mstep: Class 21 contains 170296 members 
Mstep: Class 22 contains 171159 members 
Mstep: Class 23 contains 36441 members 
Mstep: Class 24 contains 5669 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20473 members 
Mstep: Class 28 contains 28774 members 
Mstep: Class 29 contains 13906 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175679 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226072.000000 Penalty: 109917.796875
Iteration 252Q: 33 clusters Score -1.242261e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 20984 members 
Mstep: Class 13 contains 169794 members 
Mstep: Class 14 contains 8359 members 
Mstep: Class 15 contains 9783 members 
Mstep: Class 16 contains 20211 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 14332 members 
Mstep: Class 19 contains 54755 members 
Mstep: Class 20 contains 5671 members 
Mstep: Class 21 contains 170294 members 
Mstep: Class 22 contains 171162 members 
Mstep: Class 23 contains 36445 members 
Mstep: Class 24 contains 5671 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20421 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 13907 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 175691 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226080.000000 Penalty: 109917.796875
Iteration 253Q: 33 clusters Score -1.242261e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12643 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 12754 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 21017 members 
Mstep: Class 13 contains 169790 members 
Mstep: Class 14 contains 8360 members 
Mstep: Class 15 contains 9785 members 
Mstep: Class 16 contains 20204 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 14335 members 
Mstep: Class 19 contains 54753 members 
Mstep: Class 20 contains 5672 members 
Mstep: Class 21 contains 170290 members 
Mstep: Class 22 contains 171151 members 
Mstep: Class 23 contains 36455 members 
Mstep: Class 24 contains 5679 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20376 members 
Mstep: Class 28 contains 28756 members 
Mstep: Class 29 contains 13908 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 175697 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226248.000000 Penalty: 109917.796875
Iteration 254Q: 33 clusters Score -1.242262e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 10126 members 
Mstep: Class 4 contains 12636 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 169784 members 
Mstep: Class 14 contains 8361 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 20198 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 14337 members 
Mstep: Class 19 contains 54751 members 
Mstep: Class 20 contains 5679 members 
Mstep: Class 21 contains 170287 members 
Mstep: Class 22 contains 171138 members 
Mstep: Class 23 contains 36459 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20350 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13905 members 
Mstep: Class 30 contains 474 members 
Mstep: Class 31 contains 175716 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226368.000000 Penalty: 109917.796875
Iteration 255Q: 33 clusters Score -1.242264e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 10127 members 
Mstep: Class 4 contains 12629 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 21055 members 
Mstep: Class 13 contains 169778 members 
Mstep: Class 14 contains 8362 members 
Mstep: Class 15 contains 9789 members 
Mstep: Class 16 contains 20193 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 14337 members 
Mstep: Class 19 contains 54755 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 170282 members 
Mstep: Class 22 contains 171137 members 
Mstep: Class 23 contains 36460 members 
Mstep: Class 24 contains 5687 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 20328 members 
Mstep: Class 28 contains 28743 members 
Mstep: Class 29 contains 13906 members 
Mstep: Class 30 contains 474 members 
Mstep: Class 31 contains 175725 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226392.000000 Penalty: 109917.796875
Iteration 256Q: 33 clusters Score -1.242264e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 10127 members 
Mstep: Class 4 contains 12621 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 21072 members 
Mstep: Class 13 contains 169778 members 
Mstep: Class 14 contains 8364 members 
Mstep: Class 15 contains 9791 members 
Mstep: Class 16 contains 20187 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 14336 members 
Mstep: Class 19 contains 54755 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 170279 members 
Mstep: Class 22 contains 171128 members 
Mstep: Class 23 contains 36458 members 
Mstep: Class 24 contains 5690 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20309 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13904 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175743 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226448.000000 Penalty: 109917.796875
Iteration 257Q: 33 clusters Score -1.242264e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 10128 members 
Mstep: Class 4 contains 12614 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 12764 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 21077 members 
Mstep: Class 13 contains 169779 members 
Mstep: Class 14 contains 8365 members 
Mstep: Class 15 contains 9793 members 
Mstep: Class 16 contains 20179 members 
Mstep: Class 17 contains 5468 members 
Mstep: Class 18 contains 14337 members 
Mstep: Class 19 contains 54753 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 170285 members 
Mstep: Class 22 contains 171098 members 
Mstep: Class 23 contains 36459 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 20296 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 13903 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175772 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226416.000000 Penalty: 109917.796875
Iteration 258Q: 33 clusters Score -1.242264e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 12764 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 21079 members 
Mstep: Class 13 contains 169774 members 
Mstep: Class 14 contains 8366 members 
Mstep: Class 15 contains 9793 members 
Mstep: Class 16 contains 20173 members 
Mstep: Class 17 contains 5472 members 
Mstep: Class 18 contains 14339 members 
Mstep: Class 19 contains 54752 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 170285 members 
Mstep: Class 22 contains 171082 members 
Mstep: Class 23 contains 36461 members 
Mstep: Class 24 contains 5710 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20284 members 
Mstep: Class 28 contains 28753 members 
Mstep: Class 29 contains 13900 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175803 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226384.000000 Penalty: 109917.796875
Iteration 259Q: 33 clusters Score -1.242264e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 5834 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 7 contains 12764 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 21089 members 
Mstep: Class 13 contains 169768 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 9792 members 
Mstep: Class 16 contains 20172 members 
Mstep: Class 17 contains 5475 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 54752 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 170293 members 
Mstep: Class 22 contains 171067 members 
Mstep: Class 23 contains 36472 members 
Mstep: Class 24 contains 5715 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 20266 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 13897 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175827 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226192.000000 Penalty: 109917.796875
Iteration 260F: 33 clusters Score -1.242262e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 6780 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 5840 members 
Mstep: Class 6 contains 3744 members 
Mstep: Class 7 contains 12760 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 21095 members 
Mstep: Class 13 contains 169765 members 
Mstep: Class 14 contains 8370 members 
Mstep: Class 15 contains 9791 members 
Mstep: Class 16 contains 20171 members 
Mstep: Class 17 contains 5476 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 54752 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 170299 members 
Mstep: Class 22 contains 171054 members 
Mstep: Class 23 contains 36478 members 
Mstep: Class 24 contains 5720 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20254 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 13898 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175844 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226120.000000 Penalty: 109917.796875
Iteration 261Q: 33 clusters Score -1.242261e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 5840 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 21105 members 
Mstep: Class 13 contains 169758 members 
Mstep: Class 14 contains 8371 members 
Mstep: Class 15 contains 9792 members 
Mstep: Class 16 contains 20169 members 
Mstep: Class 17 contains 5478 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 54751 members 
Mstep: Class 20 contains 5699 members 
Mstep: Class 21 contains 170316 members 
Mstep: Class 22 contains 171030 members 
Mstep: Class 23 contains 36481 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 28 contains 28759 members 
Mstep: Class 29 contains 13897 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175850 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226136.000000 Penalty: 109917.796875
Iteration 262Q: 33 clusters Score -1.242261e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 12573 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 21110 members 
Mstep: Class 13 contains 169755 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 9795 members 
Mstep: Class 16 contains 20164 members 
Mstep: Class 17 contains 5478 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 54752 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 170325 members 
Mstep: Class 22 contains 171010 members 
Mstep: Class 23 contains 36486 members 
Mstep: Class 24 contains 5728 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20229 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 13895 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175853 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226056.000000 Penalty: 109917.796875
Iteration 263Q: 33 clusters Score -1.242261e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 6768 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 3744 members 
Mstep: Class 7 contains 12758 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 21114 members 
Mstep: Class 13 contains 169748 members 
Mstep: Class 14 contains 8371 members 
Mstep: Class 15 contains 9797 members 
Mstep: Class 16 contains 20160 members 
Mstep: Class 17 contains 5474 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 54755 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 170339 members 
Mstep: Class 22 contains 171001 members 
Mstep: Class 23 contains 36487 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20221 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 13893 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175847 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226040.000000 Penalty: 109917.796875
Iteration 264Q: 33 clusters Score -1.24226e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 12572 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12760 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 21112 members 
Mstep: Class 13 contains 169742 members 
Mstep: Class 14 contains 8373 members 
Mstep: Class 15 contains 9798 members 
Mstep: Class 16 contains 20161 members 
Mstep: Class 17 contains 5475 members 
Mstep: Class 18 contains 14342 members 
Mstep: Class 19 contains 54757 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 170341 members 
Mstep: Class 22 contains 171004 members 
Mstep: Class 23 contains 36486 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20221 members 
Mstep: Class 28 contains 28767 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175841 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 265Q: 33 clusters Score -1.242262e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 6764 members 
Mstep: Class 3 contains 10128 members 
Mstep: Class 4 contains 12568 members 
Mstep: Class 5 contains 5838 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12763 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21111 members 
Mstep: Class 13 contains 169734 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 20160 members 
Mstep: Class 17 contains 5480 members 
Mstep: Class 18 contains 14343 members 
Mstep: Class 19 contains 54758 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 170342 members 
Mstep: Class 22 contains 170999 members 
Mstep: Class 23 contains 36483 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20219 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 13893 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175842 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226080.000000 Penalty: 109917.796875
Iteration 266Q: 33 clusters Score -1.242261e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 10126 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12758 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21120 members 
Mstep: Class 13 contains 169727 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 20156 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 14343 members 
Mstep: Class 19 contains 54758 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 170347 members 
Mstep: Class 22 contains 171005 members 
Mstep: Class 23 contains 36481 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20212 members 
Mstep: Class 28 contains 28766 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175835 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226016.000000 Penalty: 109917.796875
Iteration 267Q: 33 clusters Score -1.24226e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12560 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21126 members 
Mstep: Class 13 contains 169725 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 20149 members 
Mstep: Class 17 contains 5489 members 
Mstep: Class 18 contains 14343 members 
Mstep: Class 19 contains 54760 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 170354 members 
Mstep: Class 22 contains 171011 members 
Mstep: Class 23 contains 36482 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20200 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175827 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226000.000000 Penalty: 109917.796875
Iteration 268Q: 33 clusters Score -1.24226e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12560 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21134 members 
Mstep: Class 13 contains 169726 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 20144 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 18 contains 14344 members 
Mstep: Class 19 contains 54760 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 170366 members 
Mstep: Class 22 contains 171010 members 
Mstep: Class 23 contains 36481 members 
Mstep: Class 24 contains 5770 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20188 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175812 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225920.000000 Penalty: 109917.796875
Iteration 269Q: 33 clusters Score -1.242259e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12551 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12750 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21146 members 
Mstep: Class 13 contains 169726 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 20141 members 
Mstep: Class 17 contains 5493 members 
Mstep: Class 18 contains 14344 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 170377 members 
Mstep: Class 22 contains 171017 members 
Mstep: Class 23 contains 36482 members 
Mstep: Class 24 contains 5772 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 20171 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175807 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225912.000000 Penalty: 109917.796875
Iteration 270Q: 33 clusters Score -1.242259e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12541 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12749 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21159 members 
Mstep: Class 13 contains 169723 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 9798 members 
Mstep: Class 16 contains 20139 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 14345 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5734 members 
Mstep: Class 21 contains 170391 members 
Mstep: Class 22 contains 171010 members 
Mstep: Class 23 contains 36485 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20155 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 13891 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175809 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226080.000000 Penalty: 109917.796875
Iteration 271Q: 33 clusters Score -1.242261e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21167 members 
Mstep: Class 13 contains 169720 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 20136 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 14345 members 
Mstep: Class 19 contains 54765 members 
Mstep: Class 20 contains 5741 members 
Mstep: Class 21 contains 170401 members 
Mstep: Class 22 contains 171009 members 
Mstep: Class 23 contains 36489 members 
Mstep: Class 24 contains 5765 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20150 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175804 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225920.000000 Penalty: 109917.796875
Iteration 272Q: 33 clusters Score -1.242259e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21168 members 
Mstep: Class 13 contains 169723 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 20136 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 14347 members 
Mstep: Class 19 contains 54765 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 170411 members 
Mstep: Class 22 contains 171021 members 
Mstep: Class 23 contains 36493 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20145 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 13894 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175785 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226064.000000 Penalty: 109917.796875
Iteration 273Q: 33 clusters Score -1.242261e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12507 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21170 members 
Mstep: Class 13 contains 169725 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 20134 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 14349 members 
Mstep: Class 19 contains 54765 members 
Mstep: Class 20 contains 5746 members 
Mstep: Class 21 contains 170422 members 
Mstep: Class 22 contains 171023 members 
Mstep: Class 23 contains 36496 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 20140 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 13895 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175770 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225968.000000 Penalty: 109917.796875
Iteration 274Q: 33 clusters Score -1.24226e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12498 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12758 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21174 members 
Mstep: Class 13 contains 169730 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 20131 members 
Mstep: Class 17 contains 5495 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 54766 members 
Mstep: Class 20 contains 5751 members 
Mstep: Class 21 contains 170426 members 
Mstep: Class 22 contains 171027 members 
Mstep: Class 23 contains 36496 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 20138 members 
Mstep: Class 28 contains 28760 members 
Mstep: Class 29 contains 13897 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175762 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225896.000000 Penalty: 109917.796875
Iteration 275Q: 33 clusters Score -1.242259e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21180 members 
Mstep: Class 13 contains 169730 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 20128 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 54768 members 
Mstep: Class 20 contains 5756 members 
Mstep: Class 21 contains 170445 members 
Mstep: Class 22 contains 171014 members 
Mstep: Class 23 contains 36498 members 
Mstep: Class 24 contains 5751 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 20138 members 
Mstep: Class 28 contains 28766 members 
Mstep: Class 29 contains 13894 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175765 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226040.000000 Penalty: 109917.796875
Iteration 276Q: 33 clusters Score -1.24226e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21182 members 
Mstep: Class 13 contains 169731 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 20129 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 54767 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170464 members 
Mstep: Class 22 contains 171001 members 
Mstep: Class 23 contains 36498 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20137 members 
Mstep: Class 28 contains 28769 members 
Mstep: Class 29 contains 13889 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175750 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226120.000000 Penalty: 109917.796875
Iteration 277Q: 33 clusters Score -1.242261e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12470 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21184 members 
Mstep: Class 13 contains 169731 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 20128 members 
Mstep: Class 17 contains 5502 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 54768 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170490 members 
Mstep: Class 22 contains 170975 members 
Mstep: Class 23 contains 36501 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20140 members 
Mstep: Class 28 contains 28768 members 
Mstep: Class 29 contains 13884 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175751 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226200.000000 Penalty: 109917.796875
Iteration 278Q: 33 clusters Score -1.242262e+08 nChanged 131
Entering ConstructFrom: 
Score: -124226200.000000 Penalty: 109917.796875
Entering ConstructFrom: 
Trying to split cluster 1 (27482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Entering Unmasked Estep 
Score: -3383086.250000 Penalty: 2534.879150
	Iteration 0F: 2 clusters Score -3383086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3364110.750000 Penalty: 5069.758301
	Iteration 0F: 3 clusters Score -3364111 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3370874.000000 Penalty: 5069.758301
	Iteration 1F: 3 clusters Score -3370874 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3371517.250000 Penalty: 5069.758301
	Iteration 2F: 3 clusters Score -3371517 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3372199.250000 Penalty: 5069.758301
	Iteration 3F: 3 clusters Score -3372199 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3372902.500000 Penalty: 5069.758301
	Iteration 4F: 3 clusters Score -3372902 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3373656.500000 Penalty: 5069.758301
	Iteration 5F: 3 clusters Score -3373656 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3374395.000000 Penalty: 5069.758301
	Iteration 6F: 3 clusters Score -3374395 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3375193.500000 Penalty: 5069.758301
	Iteration 7F: 3 clusters Score -3375194 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3376066.500000 Penalty: 5069.758301
	Iteration 8F: 3 clusters Score -3376066 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3376996.750000 Penalty: 5069.758301
	Iteration 9F: 3 clusters Score -3376997 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3377872.250000 Penalty: 5069.758301
	Iteration 10Q: 3 clusters Score -3377872 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3378621.750000 Penalty: 5069.758301
	Iteration 11Q: 3 clusters Score -3378622 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3379251.250000 Penalty: 5069.758301
	Iteration 12Q: 3 clusters Score -3379251 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3379762.000000 Penalty: 5069.758301
	Iteration 13Q: 3 clusters Score -3379762 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3380154.250000 Penalty: 5069.758301
	Iteration 14Q: 3 clusters Score -3380154 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3380456.000000 Penalty: 5069.758301
	Iteration 15Q: 3 clusters Score -3380456 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3380647.500000 Penalty: 5069.758301
	Iteration 16Q: 3 clusters Score -3380648 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3380747.000000 Penalty: 5069.758301
	Iteration 17Q: 3 clusters Score -3380747 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3380824.750000 Penalty: 5069.758301
	Iteration 18Q: 3 clusters Score -3380825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3380864.500000 Penalty: 5069.758301
	Iteration 19Q: 3 clusters Score -3380864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3380899.500000 Penalty: 5069.758301
	Iteration 20F: 3 clusters Score -3380900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3380924.000000 Penalty: 5069.758301
	Iteration 21Q: 3 clusters Score -3380924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3380943.250000 Penalty: 5069.758301
	Iteration 22Q: 3 clusters Score -3380943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3380951.500000 Penalty: 5069.758301
	Iteration 23Q: 3 clusters Score -3380952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3380961.500000 Penalty: 5069.758301
	Iteration 24Q: 3 clusters Score -3380962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3380980.000000 Penalty: 5069.758301
	Iteration 25Q: 3 clusters Score -3380980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3380986.250000 Penalty: 5069.758301
	Iteration 26Q: 3 clusters Score -3380986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3380987.750000 Penalty: 5069.758301
	Iteration 27Q: 3 clusters Score -3380988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3380990.500000 Penalty: 5069.758301
	Iteration 28Q: 3 clusters Score -3380990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3380995.000000 Penalty: 5069.758301
	Iteration 29Q: 3 clusters Score -3380995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3380999.250000 Penalty: 5069.758301
	Iteration 30Q: 3 clusters Score -3380999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3381005.000000 Penalty: 5069.758301
	Iteration 31Q: 3 clusters Score -3381005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3381005.000000 Penalty: 5069.758301
	Iteration 32Q: 3 clusters Score -3381005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3381005.500000 Penalty: 5069.758301
	Iteration 33Q: 3 clusters Score -3381006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3381009.500000 Penalty: 5069.758301
	Iteration 34Q: 3 clusters Score -3381010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3381009.500000 Penalty: 5069.758301
	Iteration 35Q: 3 clusters Score -3381010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3381015.500000 Penalty: 5069.758301
	Iteration 36Q: 3 clusters Score -3381016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3381018.000000 Penalty: 5069.758301
	Iteration 37Q: 3 clusters Score -3381018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3381019.250000 Penalty: 5069.758301
	Iteration 38Q: 3 clusters Score -3381019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3381018.750000 Penalty: 5069.758301
	Iteration 39Q: 3 clusters Score -3381019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3381020.000000 Penalty: 5069.758301
	Iteration 40F: 3 clusters Score -3381020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3381019.250000 Penalty: 5069.758301
	Iteration 41Q: 3 clusters Score -3381019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3381020.500000 Penalty: 5069.758301
	Iteration 42Q: 3 clusters Score -3381020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3381022.000000 Penalty: 5069.758301
	Iteration 43Q: 3 clusters Score -3381022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3381023.250000 Penalty: 5069.758301
	Iteration 44Q: 3 clusters Score -3381023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3381018.000000 Penalty: 5069.758301
	Iteration 45Q: 3 clusters Score -3381018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3381018.000000 Penalty: 5069.758301
	Iteration 46F: 3 clusters Score -3381018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -836023.375000 Penalty: 2186.653076
	Iteration 0F: 2 clusters Score -836023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -830389.000000 Penalty: 4373.306152
	Iteration 0F: 3 clusters Score -830389 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -831831.375000 Penalty: 4373.306152
	Iteration 1F: 3 clusters Score -831831.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -832120.687500 Penalty: 4373.306152
	Iteration 2F: 3 clusters Score -832120.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -832336.687500 Penalty: 4373.306152
	Iteration 3F: 3 clusters Score -832336.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -832524.625000 Penalty: 4373.306152
	Iteration 4Q: 3 clusters Score -832524.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -832678.375000 Penalty: 4373.306152
	Iteration 5Q: 3 clusters Score -832678.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -832809.687500 Penalty: 4373.306152
	Iteration 6Q: 3 clusters Score -832809.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -832915.187500 Penalty: 4373.306152
	Iteration 7Q: 3 clusters Score -832915.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -833024.187500 Penalty: 4373.306152
	Iteration 8Q: 3 clusters Score -833024.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -833129.750000 Penalty: 4373.306152
	Iteration 9Q: 3 clusters Score -833129.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -833231.437500 Penalty: 4373.306152
	Iteration 10Q: 3 clusters Score -833231.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -833324.625000 Penalty: 4373.306152
	Iteration 11Q: 3 clusters Score -833324.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -833416.750000 Penalty: 4373.306152
	Iteration 12Q: 3 clusters Score -833416.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -833485.750000 Penalty: 4373.306152
	Iteration 13Q: 3 clusters Score -833485.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -833566.187500 Penalty: 4373.306152
	Iteration 14Q: 3 clusters Score -833566.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -833634.562500 Penalty: 4373.306152
	Iteration 15Q: 3 clusters Score -833634.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -833695.312500 Penalty: 4373.306152
	Iteration 16Q: 3 clusters Score -833695.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -833759.000000 Penalty: 4373.306152
	Iteration 17Q: 3 clusters Score -833759 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -833823.062500 Penalty: 4373.306152
	Iteration 18Q: 3 clusters Score -833823.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -833875.562500 Penalty: 4373.306152
	Iteration 19Q: 3 clusters Score -833875.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -833905.687500 Penalty: 4373.306152
	Iteration 20F: 3 clusters Score -833905.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -833925.437500 Penalty: 4373.306152
	Iteration 21Q: 3 clusters Score -833925.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -833952.812500 Penalty: 4373.306152
	Iteration 22Q: 3 clusters Score -833952.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -833973.812500 Penalty: 4373.306152
	Iteration 23Q: 3 clusters Score -833973.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -833994.812500 Penalty: 4373.306152
	Iteration 24Q: 3 clusters Score -833994.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -834013.437500 Penalty: 4373.306152
	Iteration 25Q: 3 clusters Score -834013.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -834022.312500 Penalty: 4373.306152
	Iteration 26Q: 3 clusters Score -834022.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -834032.062500 Penalty: 4373.306152
	Iteration 27Q: 3 clusters Score -834032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -834037.937500 Penalty: 4373.306152
	Iteration 28Q: 3 clusters Score -834037.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -834044.812500 Penalty: 4373.306152
	Iteration 29Q: 3 clusters Score -834044.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -834055.375000 Penalty: 4373.306152
	Iteration 30Q: 3 clusters Score -834055.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -834061.062500 Penalty: 4373.306152
	Iteration 31Q: 3 clusters Score -834061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -834065.375000 Penalty: 4373.306152
	Iteration 32Q: 3 clusters Score -834065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -834071.250000 Penalty: 4373.306152
	Iteration 33Q: 3 clusters Score -834071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -834075.062500 Penalty: 4373.306152
	Iteration 34Q: 3 clusters Score -834075.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -834076.562500 Penalty: 4373.306152
	Iteration 35Q: 3 clusters Score -834076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -834079.000000 Penalty: 4373.306152
	Iteration 36Q: 3 clusters Score -834079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -834082.750000 Penalty: 4373.306152
	Iteration 37Q: 3 clusters Score -834082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -834083.375000 Penalty: 4373.306152
	Iteration 38Q: 3 clusters Score -834083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -834087.062500 Penalty: 4373.306152
	Iteration 39Q: 3 clusters Score -834087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -834089.937500 Penalty: 4373.306152
	Iteration 40F: 3 clusters Score -834089.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -834090.812500 Penalty: 4373.306152
	Iteration 41Q: 3 clusters Score -834090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -834097.937500 Penalty: 4373.306152
	Iteration 42Q: 3 clusters Score -834097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -834102.062500 Penalty: 4373.306152
	Iteration 43Q: 3 clusters Score -834102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -834104.875000 Penalty: 4373.306152
	Iteration 44Q: 3 clusters Score -834104.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -834108.187500 Penalty: 4373.306152
	Iteration 45Q: 3 clusters Score -834108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -834109.187500 Penalty: 4373.306152
	Iteration 46Q: 3 clusters Score -834109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -834110.750000 Penalty: 4373.306152
	Iteration 47Q: 3 clusters Score -834110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -834114.062500 Penalty: 4373.306152
	Iteration 48Q: 3 clusters Score -834114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -834114.000000 Penalty: 4373.306152
	Iteration 49Q: 3 clusters Score -834114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -834113.312500 Penalty: 4373.306152
	Iteration 50Q: 3 clusters Score -834113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -834114.625000 Penalty: 4373.306152
	Iteration 51Q: 3 clusters Score -834114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -834114.625000 Penalty: 4373.306152
	Iteration 52F: 3 clusters Score -834114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -1236453.750000 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -1236454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1228704.500000 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -1228704 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1230964.375000 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -1230964 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1231397.500000 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -1231398 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1231870.500000 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -1231870 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1232429.375000 Penalty: 4574.441406
	Iteration 4F: 3 clusters Score -1232429 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1232999.875000 Penalty: 4574.441406
	Iteration 5F: 3 clusters Score -1233000 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1233552.625000 Penalty: 4574.441406
	Iteration 6F: 3 clusters Score -1233553 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1233962.500000 Penalty: 4574.441406
	Iteration 7F: 3 clusters Score -1233962 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1234215.000000 Penalty: 4574.441406
	Iteration 8Q: 3 clusters Score -1234215 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1234375.750000 Penalty: 4574.441406
	Iteration 9Q: 3 clusters Score -1234376 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1234489.750000 Penalty: 4574.441406
	Iteration 10Q: 3 clusters Score -1234490 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1234558.375000 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -1234558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1234609.875000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -1234610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1234653.875000 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -1234654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1234694.000000 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -1234694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1234720.625000 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -1234721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1234745.125000 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -1234745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1234766.750000 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -1234767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1234787.500000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -1234788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1234805.250000 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -1234805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1234816.500000 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -1234816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1234828.625000 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -1234829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1234836.625000 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -1234837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1234843.750000 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -1234844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1234850.000000 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -1234850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1234852.000000 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -1234852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1234860.625000 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -1234861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1234862.750000 Penalty: 4574.441406
	Iteration 27Q: 3 clusters Score -1234863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1234866.000000 Penalty: 4574.441406
	Iteration 28Q: 3 clusters Score -1234866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1234867.625000 Penalty: 4574.441406
	Iteration 29Q: 3 clusters Score -1234868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1234869.375000 Penalty: 4574.441406
	Iteration 30Q: 3 clusters Score -1234869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1234872.750000 Penalty: 4574.441406
	Iteration 31Q: 3 clusters Score -1234873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1234873.625000 Penalty: 4574.441406
	Iteration 32Q: 3 clusters Score -1234874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1234873.250000 Penalty: 4574.441406
	Iteration 33Q: 3 clusters Score -1234873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1234879.375000 Penalty: 4574.441406
	Iteration 34Q: 3 clusters Score -1234879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1234875.875000 Penalty: 4574.441406
	Iteration 35Q: 3 clusters Score -1234876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1234878.875000 Penalty: 4574.441406
	Iteration 36Q: 3 clusters Score -1234879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1234882.125000 Penalty: 4574.441406
	Iteration 37Q: 3 clusters Score -1234882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1234886.750000 Penalty: 4574.441406
	Iteration 38Q: 3 clusters Score -1234887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1234889.000000 Penalty: 4574.441406
	Iteration 39Q: 3 clusters Score -1234889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1234890.000000 Penalty: 4574.441406
	Iteration 40F: 3 clusters Score -1234890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1234890.375000 Penalty: 4574.441406
	Iteration 41Q: 3 clusters Score -1234890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1234893.250000 Penalty: 4574.441406
	Iteration 42Q: 3 clusters Score -1234893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1234896.375000 Penalty: 4574.441406
	Iteration 43Q: 3 clusters Score -1234896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1234899.875000 Penalty: 4574.441406
	Iteration 44Q: 3 clusters Score -1234900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1234898.625000 Penalty: 4574.441406
	Iteration 45Q: 3 clusters Score -1234899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1234902.375000 Penalty: 4574.441406
	Iteration 46Q: 3 clusters Score -1234902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1234901.875000 Penalty: 4574.441406
	Iteration 47Q: 3 clusters Score -1234902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1234903.875000 Penalty: 4574.441406
	Iteration 48Q: 3 clusters Score -1234904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1234906.000000 Penalty: 4574.441406
	Iteration 49Q: 3 clusters Score -1234906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1234908.875000 Penalty: 4574.441406
	Iteration 50Q: 3 clusters Score -1234909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1234909.500000 Penalty: 4574.441406
	Iteration 51Q: 3 clusters Score -1234910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1234913.500000 Penalty: 4574.441406
	Iteration 52Q: 3 clusters Score -1234914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1234913.125000 Penalty: 4574.441406
	Iteration 53Q: 3 clusters Score -1234913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1234914.750000 Penalty: 4574.441406
	Iteration 54Q: 3 clusters Score -1234915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1234914.250000 Penalty: 4574.441406
	Iteration 55Q: 3 clusters Score -1234914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1234916.625000 Penalty: 4574.441406
	Iteration 56Q: 3 clusters Score -1234917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1234919.250000 Penalty: 4574.441406
	Iteration 57Q: 3 clusters Score -1234919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1234928.750000 Penalty: 4574.441406
	Iteration 58Q: 3 clusters Score -1234929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1234938.000000 Penalty: 4574.441406
	Iteration 59Q: 3 clusters Score -1234938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1234941.500000 Penalty: 4574.441406
	Iteration 60F: 3 clusters Score -1234942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1234948.500000 Penalty: 4574.441406
	Iteration 61Q: 3 clusters Score -1234948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1234951.625000 Penalty: 4574.441406
	Iteration 62Q: 3 clusters Score -1234952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1234957.375000 Penalty: 4574.441406
	Iteration 63Q: 3 clusters Score -1234957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1234961.750000 Penalty: 4574.441406
	Iteration 64Q: 3 clusters Score -1234962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1234965.625000 Penalty: 4574.441406
	Iteration 65Q: 3 clusters Score -1234966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1234971.000000 Penalty: 4574.441406
	Iteration 66Q: 3 clusters Score -1234971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1234974.250000 Penalty: 4574.441406
	Iteration 67Q: 3 clusters Score -1234974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1234974.250000 Penalty: 4574.441406
	Iteration 68Q: 3 clusters Score -1234974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1234975.625000 Penalty: 4574.441406
	Iteration 69Q: 3 clusters Score -1234976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1234978.250000 Penalty: 4574.441406
	Iteration 70Q: 3 clusters Score -1234978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1234978.625000 Penalty: 4574.441406
	Iteration 71Q: 3 clusters Score -1234979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1234979.375000 Penalty: 4574.441406
	Iteration 72Q: 3 clusters Score -1234979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1234979.375000 Penalty: 4574.441406
	Iteration 73F: 3 clusters Score -1234979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Entering Unmasked Estep 
Score: -1626151.375000 Penalty: 2338.848389
	Iteration 0F: 2 clusters Score -1626151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1616954.000000 Penalty: 4677.696777
	Iteration 0F: 3 clusters Score -1616954 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1619700.750000 Penalty: 4677.696777
	Iteration 1F: 3 clusters Score -1619701 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1619970.000000 Penalty: 4677.696777
	Iteration 2F: 3 clusters Score -1619970 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1620135.625000 Penalty: 4677.696777
	Iteration 3Q: 3 clusters Score -1620136 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1620242.125000 Penalty: 4677.696777
	Iteration 4Q: 3 clusters Score -1620242 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1620329.875000 Penalty: 4677.696777
	Iteration 5Q: 3 clusters Score -1620330 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1620391.000000 Penalty: 4677.696777
	Iteration 6Q: 3 clusters Score -1620391 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1620450.750000 Penalty: 4677.696777
	Iteration 7Q: 3 clusters Score -1620451 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1620485.500000 Penalty: 4677.696777
	Iteration 8Q: 3 clusters Score -1620486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1620526.750000 Penalty: 4677.696777
	Iteration 9Q: 3 clusters Score -1620527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1620558.750000 Penalty: 4677.696777
	Iteration 10Q: 3 clusters Score -1620559 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1620592.375000 Penalty: 4677.696777
	Iteration 11Q: 3 clusters Score -1620592 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1620617.375000 Penalty: 4677.696777
	Iteration 12Q: 3 clusters Score -1620617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1620640.500000 Penalty: 4677.696777
	Iteration 13Q: 3 clusters Score -1620640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1620657.625000 Penalty: 4677.696777
	Iteration 14Q: 3 clusters Score -1620658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1620684.875000 Penalty: 4677.696777
	Iteration 15Q: 3 clusters Score -1620685 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1620698.875000 Penalty: 4677.696777
	Iteration 16Q: 3 clusters Score -1620699 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1620729.625000 Penalty: 4677.696777
	Iteration 17Q: 3 clusters Score -1620730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1620755.375000 Penalty: 4677.696777
	Iteration 18Q: 3 clusters Score -1620755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1620776.750000 Penalty: 4677.696777
	Iteration 19Q: 3 clusters Score -1620777 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1620800.875000 Penalty: 4677.696777
	Iteration 20F: 3 clusters Score -1620801 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1620831.500000 Penalty: 4677.696777
	Iteration 21Q: 3 clusters Score -1620832 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1620862.375000 Penalty: 4677.696777
	Iteration 22Q: 3 clusters Score -1620862 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1620893.500000 Penalty: 4677.696777
	Iteration 23Q: 3 clusters Score -1620894 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1620949.375000 Penalty: 4677.696777
	Iteration 24Q: 3 clusters Score -1620949 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1621022.000000 Penalty: 4677.696777
	Iteration 25Q: 3 clusters Score -1621022 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1621120.000000 Penalty: 4677.696777
	Iteration 26Q: 3 clusters Score -1621120 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1621249.125000 Penalty: 4677.696777
	Iteration 27Q: 3 clusters Score -1621249 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1621447.250000 Penalty: 4677.696777
	Iteration 28Q: 3 clusters Score -1621447 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1621725.125000 Penalty: 4677.696777
	Iteration 29Q: 3 clusters Score -1621725 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1622076.000000 Penalty: 4677.696777
	Iteration 30Q: 3 clusters Score -1622076 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1622493.375000 Penalty: 4677.696777
	Iteration 31Q: 3 clusters Score -1622493 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1622913.375000 Penalty: 4677.696777
	Iteration 32Q: 3 clusters Score -1622913 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1623305.750000 Penalty: 4677.696777
	Iteration 33Q: 3 clusters Score -1623306 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1623581.375000 Penalty: 4677.696777
	Iteration 34Q: 3 clusters Score -1623581 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1623736.625000 Penalty: 4677.696777
	Iteration 35Q: 3 clusters Score -1623737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1623835.625000 Penalty: 4677.696777
	Iteration 36Q: 3 clusters Score -1623836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1623901.375000 Penalty: 4677.696777
	Iteration 37Q: 3 clusters Score -1623901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1623957.500000 Penalty: 4677.696777
	Iteration 38Q: 3 clusters Score -1623958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1623981.250000 Penalty: 4677.696777
	Iteration 39Q: 3 clusters Score -1623981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1623995.750000 Penalty: 4677.696777
	Iteration 40F: 3 clusters Score -1623996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1624004.000000 Penalty: 4677.696777
	Iteration 41Q: 3 clusters Score -1624004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1624011.875000 Penalty: 4677.696777
	Iteration 42Q: 3 clusters Score -1624012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1624016.000000 Penalty: 4677.696777
	Iteration 43Q: 3 clusters Score -1624016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1624021.625000 Penalty: 4677.696777
	Iteration 44Q: 3 clusters Score -1624022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1624025.500000 Penalty: 4677.696777
	Iteration 45Q: 3 clusters Score -1624026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1624032.125000 Penalty: 4677.696777
	Iteration 46Q: 3 clusters Score -1624032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1624036.375000 Penalty: 4677.696777
	Iteration 47Q: 3 clusters Score -1624036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1624038.625000 Penalty: 4677.696777
	Iteration 48Q: 3 clusters Score -1624039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1624038.500000 Penalty: 4677.696777
	Iteration 49Q: 3 clusters Score -1624038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1624038.500000 Penalty: 4677.696777
	Iteration 50F: 3 clusters Score -1624038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Entering Unmasked Estep 
Score: -656761.312500 Penalty: 2151.031250
	Iteration 0F: 2 clusters Score -656761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -651802.187500 Penalty: 4302.062500
	Iteration 0F: 3 clusters Score -651802.2 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -653055.250000 Penalty: 4302.062500
	Iteration 1F: 3 clusters Score -653055.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -653345.875000 Penalty: 4302.062500
	Iteration 2F: 3 clusters Score -653345.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -653548.625000 Penalty: 4302.062500
	Iteration 3F: 3 clusters Score -653548.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -653693.437500 Penalty: 4302.062500
	Iteration 4Q: 3 clusters Score -653693.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -653803.812500 Penalty: 4302.062500
	Iteration 5Q: 3 clusters Score -653803.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -653900.187500 Penalty: 4302.062500
	Iteration 6Q: 3 clusters Score -653900.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -654002.187500 Penalty: 4302.062500
	Iteration 7Q: 3 clusters Score -654002.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -654095.750000 Penalty: 4302.062500
	Iteration 8Q: 3 clusters Score -654095.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -654179.375000 Penalty: 4302.062500
	Iteration 9Q: 3 clusters Score -654179.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -654250.375000 Penalty: 4302.062500
	Iteration 10Q: 3 clusters Score -654250.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -654308.812500 Penalty: 4302.062500
	Iteration 11Q: 3 clusters Score -654308.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -654355.250000 Penalty: 4302.062500
	Iteration 12Q: 3 clusters Score -654355.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -654405.625000 Penalty: 4302.062500
	Iteration 13Q: 3 clusters Score -654405.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -654450.875000 Penalty: 4302.062500
	Iteration 14Q: 3 clusters Score -654450.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -654482.062500 Penalty: 4302.062500
	Iteration 15Q: 3 clusters Score -654482.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -654514.125000 Penalty: 4302.062500
	Iteration 16Q: 3 clusters Score -654514.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -654545.875000 Penalty: 4302.062500
	Iteration 17Q: 3 clusters Score -654545.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -654575.312500 Penalty: 4302.062500
	Iteration 18Q: 3 clusters Score -654575.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -654603.000000 Penalty: 4302.062500
	Iteration 19Q: 3 clusters Score -654603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -654629.750000 Penalty: 4302.062500
	Iteration 20F: 3 clusters Score -654629.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -654657.062500 Penalty: 4302.062500
	Iteration 21Q: 3 clusters Score -654657.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -654677.812500 Penalty: 4302.062500
	Iteration 22Q: 3 clusters Score -654677.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -654701.500000 Penalty: 4302.062500
	Iteration 23Q: 3 clusters Score -654701.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -654716.687500 Penalty: 4302.062500
	Iteration 24Q: 3 clusters Score -654716.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -654733.000000 Penalty: 4302.062500
	Iteration 25Q: 3 clusters Score -654733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -654750.437500 Penalty: 4302.062500
	Iteration 26Q: 3 clusters Score -654750.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -654766.312500 Penalty: 4302.062500
	Iteration 27Q: 3 clusters Score -654766.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -654773.187500 Penalty: 4302.062500
	Iteration 28Q: 3 clusters Score -654773.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -654782.812500 Penalty: 4302.062500
	Iteration 29Q: 3 clusters Score -654782.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -654797.187500 Penalty: 4302.062500
	Iteration 30Q: 3 clusters Score -654797.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -654809.062500 Penalty: 4302.062500
	Iteration 31Q: 3 clusters Score -654809.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -654818.937500 Penalty: 4302.062500
	Iteration 32Q: 3 clusters Score -654818.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -654830.437500 Penalty: 4302.062500
	Iteration 33Q: 3 clusters Score -654830.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -654840.062500 Penalty: 4302.062500
	Iteration 34Q: 3 clusters Score -654840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -654846.312500 Penalty: 4302.062500
	Iteration 35Q: 3 clusters Score -654846.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -654850.375000 Penalty: 4302.062500
	Iteration 36Q: 3 clusters Score -654850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -654854.187500 Penalty: 4302.062500
	Iteration 37Q: 3 clusters Score -654854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -654858.375000 Penalty: 4302.062500
	Iteration 38Q: 3 clusters Score -654858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -654860.750000 Penalty: 4302.062500
	Iteration 39Q: 3 clusters Score -654860.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -654863.375000 Penalty: 4302.062500
	Iteration 40F: 3 clusters Score -654863.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -654868.750000 Penalty: 4302.062500
	Iteration 41Q: 3 clusters Score -654868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -654875.312500 Penalty: 4302.062500
	Iteration 42Q: 3 clusters Score -654875.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -654879.375000 Penalty: 4302.062500
	Iteration 43Q: 3 clusters Score -654879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -654885.125000 Penalty: 4302.062500
	Iteration 44Q: 3 clusters Score -654885.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -654889.375000 Penalty: 4302.062500
	Iteration 45Q: 3 clusters Score -654889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -654894.812500 Penalty: 4302.062500
	Iteration 46Q: 3 clusters Score -654894.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -654901.562500 Penalty: 4302.062500
	Iteration 47Q: 3 clusters Score -654901.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -654909.750000 Penalty: 4302.062500
	Iteration 48Q: 3 clusters Score -654909.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -654921.062500 Penalty: 4302.062500
	Iteration 49Q: 3 clusters Score -654921.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -654935.000000 Penalty: 4302.062500
	Iteration 50Q: 3 clusters Score -654935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -654953.125000 Penalty: 4302.062500
	Iteration 51Q: 3 clusters Score -654953.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -654979.750000 Penalty: 4302.062500
	Iteration 52Q: 3 clusters Score -654979.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -655019.562500 Penalty: 4302.062500
	Iteration 53Q: 3 clusters Score -655019.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -655072.687500 Penalty: 4302.062500
	Iteration 54Q: 3 clusters Score -655072.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -655133.187500 Penalty: 4302.062500
	Iteration 55Q: 3 clusters Score -655133.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -655200.937500 Penalty: 4302.062500
	Iteration 56Q: 3 clusters Score -655200.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -655260.125000 Penalty: 4302.062500
	Iteration 57Q: 3 clusters Score -655260.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -655307.937500 Penalty: 4302.062500
	Iteration 58Q: 3 clusters Score -655307.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -655340.375000 Penalty: 4302.062500
	Iteration 59Q: 3 clusters Score -655340.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -655362.437500 Penalty: 4302.062500
	Iteration 60F: 3 clusters Score -655362.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -655376.687500 Penalty: 4302.062500
	Iteration 61Q: 3 clusters Score -655376.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -655391.187500 Penalty: 4302.062500
	Iteration 62Q: 3 clusters Score -655391.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -655401.500000 Penalty: 4302.062500
	Iteration 63Q: 3 clusters Score -655401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -655411.875000 Penalty: 4302.062500
	Iteration 64Q: 3 clusters Score -655411.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -655418.500000 Penalty: 4302.062500
	Iteration 65Q: 3 clusters Score -655418.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -655424.500000 Penalty: 4302.062500
	Iteration 66Q: 3 clusters Score -655424.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -655430.375000 Penalty: 4302.062500
	Iteration 67Q: 3 clusters Score -655430.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -655436.875000 Penalty: 4302.062500
	Iteration 68Q: 3 clusters Score -655436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -655442.500000 Penalty: 4302.062500
	Iteration 69Q: 3 clusters Score -655442.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -655445.375000 Penalty: 4302.062500
	Iteration 70Q: 3 clusters Score -655445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -655450.750000 Penalty: 4302.062500
	Iteration 71Q: 3 clusters Score -655450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -655454.750000 Penalty: 4302.062500
	Iteration 72Q: 3 clusters Score -655454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -655458.062500 Penalty: 4302.062500
	Iteration 73Q: 3 clusters Score -655458.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -655459.937500 Penalty: 4302.062500
	Iteration 74Q: 3 clusters Score -655459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -655461.125000 Penalty: 4302.062500
	Iteration 75Q: 3 clusters Score -655461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -655461.000000 Penalty: 4302.062500
	Iteration 76Q: 3 clusters Score -655461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -655462.312500 Penalty: 4302.062500
	Iteration 77Q: 3 clusters Score -655462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -655462.812500 Penalty: 4302.062500
	Iteration 78Q: 3 clusters Score -655462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -655464.000000 Penalty: 4302.062500
	Iteration 79Q: 3 clusters Score -655464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -655464.812500 Penalty: 4302.062500
	Iteration 80F: 3 clusters Score -655464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -431791.187500 Penalty: 2040.389038
	Iteration 0F: 2 clusters Score -431791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -428050.062500 Penalty: 4080.778076
	Iteration 0F: 3 clusters Score -428050.1 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -428823.437500 Penalty: 4080.778076
	Iteration 1F: 3 clusters Score -428823.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -429024.843750 Penalty: 4080.778076
	Iteration 2F: 3 clusters Score -429024.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -429157.531250 Penalty: 4080.778076
	Iteration 3Q: 3 clusters Score -429157.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -429234.656250 Penalty: 4080.778076
	Iteration 4Q: 3 clusters Score -429234.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -429292.937500 Penalty: 4080.778076
	Iteration 5Q: 3 clusters Score -429292.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -429331.093750 Penalty: 4080.778076
	Iteration 6Q: 3 clusters Score -429331.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -429362.093750 Penalty: 4080.778076
	Iteration 7Q: 3 clusters Score -429362.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -429392.500000 Penalty: 4080.778076
	Iteration 8Q: 3 clusters Score -429392.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -429420.218750 Penalty: 4080.778076
	Iteration 9Q: 3 clusters Score -429420.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -429449.375000 Penalty: 4080.778076
	Iteration 10Q: 3 clusters Score -429449.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -429480.937500 Penalty: 4080.778076
	Iteration 11Q: 3 clusters Score -429480.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -429512.156250 Penalty: 4080.778076
	Iteration 12Q: 3 clusters Score -429512.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -429532.937500 Penalty: 4080.778076
	Iteration 13Q: 3 clusters Score -429532.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -429551.937500 Penalty: 4080.778076
	Iteration 14Q: 3 clusters Score -429551.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -429566.656250 Penalty: 4080.778076
	Iteration 15Q: 3 clusters Score -429566.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -429574.906250 Penalty: 4080.778076
	Iteration 16Q: 3 clusters Score -429574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -429579.843750 Penalty: 4080.778076
	Iteration 17Q: 3 clusters Score -429579.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -429587.343750 Penalty: 4080.778076
	Iteration 18Q: 3 clusters Score -429587.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -429590.468750 Penalty: 4080.778076
	Iteration 19Q: 3 clusters Score -429590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -429595.781250 Penalty: 4080.778076
	Iteration 20F: 3 clusters Score -429595.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -429601.343750 Penalty: 4080.778076
	Iteration 21Q: 3 clusters Score -429601.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -429608.593750 Penalty: 4080.778076
	Iteration 22Q: 3 clusters Score -429608.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -429612.750000 Penalty: 4080.778076
	Iteration 23Q: 3 clusters Score -429612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -429619.656250 Penalty: 4080.778076
	Iteration 24Q: 3 clusters Score -429619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -429625.000000 Penalty: 4080.778076
	Iteration 25Q: 3 clusters Score -429625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -429626.531250 Penalty: 4080.778076
	Iteration 26Q: 3 clusters Score -429626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -429630.687500 Penalty: 4080.778076
	Iteration 27Q: 3 clusters Score -429630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -429632.125000 Penalty: 4080.778076
	Iteration 28Q: 3 clusters Score -429632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -429634.750000 Penalty: 4080.778076
	Iteration 29Q: 3 clusters Score -429634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -429637.000000 Penalty: 4080.778076
	Iteration 30Q: 3 clusters Score -429637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -429639.656250 Penalty: 4080.778076
	Iteration 31Q: 3 clusters Score -429639.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -429643.156250 Penalty: 4080.778076
	Iteration 32Q: 3 clusters Score -429643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -429645.812500 Penalty: 4080.778076
	Iteration 33Q: 3 clusters Score -429645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -429653.218750 Penalty: 4080.778076
	Iteration 34Q: 3 clusters Score -429653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -429662.437500 Penalty: 4080.778076
	Iteration 35Q: 3 clusters Score -429662.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -429674.218750 Penalty: 4080.778076
	Iteration 36Q: 3 clusters Score -429674.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -429688.843750 Penalty: 4080.778076
	Iteration 37Q: 3 clusters Score -429688.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -429698.250000 Penalty: 4080.778076
	Iteration 38Q: 3 clusters Score -429698.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -429710.062500 Penalty: 4080.778076
	Iteration 39Q: 3 clusters Score -429710.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -429720.656250 Penalty: 4080.778076
	Iteration 40F: 3 clusters Score -429720.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -429732.562500 Penalty: 4080.778076
	Iteration 41Q: 3 clusters Score -429732.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -429743.625000 Penalty: 4080.778076
	Iteration 42Q: 3 clusters Score -429743.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -429754.593750 Penalty: 4080.778076
	Iteration 43Q: 3 clusters Score -429754.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -429773.437500 Penalty: 4080.778076
	Iteration 44Q: 3 clusters Score -429773.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -429802.218750 Penalty: 4080.778076
	Iteration 45Q: 3 clusters Score -429802.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -429854.281250 Penalty: 4080.778076
	Iteration 46Q: 3 clusters Score -429854.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -429919.375000 Penalty: 4080.778076
	Iteration 47Q: 3 clusters Score -429919.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -429961.062500 Penalty: 4080.778076
	Iteration 48Q: 3 clusters Score -429961.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -430014.593750 Penalty: 4080.778076
	Iteration 49Q: 3 clusters Score -430014.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -430063.375000 Penalty: 4080.778076
	Iteration 50Q: 3 clusters Score -430063.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -430091.687500 Penalty: 4080.778076
	Iteration 51Q: 3 clusters Score -430091.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -430118.968750 Penalty: 4080.778076
	Iteration 52Q: 3 clusters Score -430119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -430137.250000 Penalty: 4080.778076
	Iteration 53Q: 3 clusters Score -430137.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -430153.843750 Penalty: 4080.778076
	Iteration 54Q: 3 clusters Score -430153.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -430161.562500 Penalty: 4080.778076
	Iteration 55Q: 3 clusters Score -430161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -430168.187500 Penalty: 4080.778076
	Iteration 56Q: 3 clusters Score -430168.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -430172.875000 Penalty: 4080.778076
	Iteration 57Q: 3 clusters Score -430172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -430177.750000 Penalty: 4080.778076
	Iteration 58Q: 3 clusters Score -430177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -430182.312500 Penalty: 4080.778076
	Iteration 59Q: 3 clusters Score -430182.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -430185.843750 Penalty: 4080.778076
	Iteration 60F: 3 clusters Score -430185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -430188.281250 Penalty: 4080.778076
	Iteration 61Q: 3 clusters Score -430188.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -430190.500000 Penalty: 4080.778076
	Iteration 62Q: 3 clusters Score -430190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -430192.500000 Penalty: 4080.778076
	Iteration 63Q: 3 clusters Score -430192.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -430196.562500 Penalty: 4080.778076
	Iteration 64Q: 3 clusters Score -430196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -430201.031250 Penalty: 4080.778076
	Iteration 65Q: 3 clusters Score -430201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -430203.250000 Penalty: 4080.778076
	Iteration 66Q: 3 clusters Score -430203.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -430209.343750 Penalty: 4080.778076
	Iteration 67Q: 3 clusters Score -430209.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -430215.281250 Penalty: 4080.778076
	Iteration 68Q: 3 clusters Score -430215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -430221.406250 Penalty: 4080.778076
	Iteration 69Q: 3 clusters Score -430221.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -430224.937500 Penalty: 4080.778076
	Iteration 70Q: 3 clusters Score -430224.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -430230.937500 Penalty: 4080.778076
	Iteration 71Q: 3 clusters Score -430230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -430234.218750 Penalty: 4080.778076
	Iteration 72Q: 3 clusters Score -430234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -430234.937500 Penalty: 4080.778076
	Iteration 73Q: 3 clusters Score -430234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -430235.593750 Penalty: 4080.778076
	Iteration 74Q: 3 clusters Score -430235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -430237.187500 Penalty: 4080.778076
	Iteration 75Q: 3 clusters Score -430237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -430238.656250 Penalty: 4080.778076
	Iteration 76Q: 3 clusters Score -430238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -430241.343750 Penalty: 4080.778076
	Iteration 77Q: 3 clusters Score -430241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -430243.187500 Penalty: 4080.778076
	Iteration 78Q: 3 clusters Score -430243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -430244.531250 Penalty: 4080.778076
	Iteration 79Q: 3 clusters Score -430244.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -430247.500000 Penalty: 4080.778076
	Iteration 80F: 3 clusters Score -430247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430250.750000 Penalty: 4080.778076
	Iteration 81Q: 3 clusters Score -430250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430252.000000 Penalty: 4080.778076
	Iteration 82Q: 3 clusters Score -430252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -430253.281250 Penalty: 4080.778076
	Iteration 83Q: 3 clusters Score -430253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430253.531250 Penalty: 4080.778076
	Iteration 84Q: 3 clusters Score -430253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -430253.593750 Penalty: 4080.778076
	Iteration 85Q: 3 clusters Score -430253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -430254.687500 Penalty: 4080.778076
	Iteration 86Q: 3 clusters Score -430254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430256.312500 Penalty: 4080.778076
	Iteration 87Q: 3 clusters Score -430256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430259.468750 Penalty: 4080.778076
	Iteration 88Q: 3 clusters Score -430259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -430261.437500 Penalty: 4080.778076
	Iteration 89Q: 3 clusters Score -430261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -430262.312500 Penalty: 4080.778076
	Iteration 90Q: 3 clusters Score -430262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -430264.437500 Penalty: 4080.778076
	Iteration 91Q: 3 clusters Score -430264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -430265.718750 Penalty: 4080.778076
	Iteration 92Q: 3 clusters Score -430265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -430265.812500 Penalty: 4080.778076
	Iteration 93Q: 3 clusters Score -430265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -430266.093750 Penalty: 4080.778076
	Iteration 94Q: 3 clusters Score -430266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -430266.093750 Penalty: 4080.778076
	Iteration 95F: 3 clusters Score -430266.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Entering Unmasked Estep 
Score: -1517833.250000 Penalty: 2344.512451
	Iteration 0F: 2 clusters Score -1517833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1508378.125000 Penalty: 4689.024902
	Iteration 0F: 3 clusters Score -1508378 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1511254.125000 Penalty: 4689.024902
	Iteration 1F: 3 clusters Score -1511254 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1511683.500000 Penalty: 4689.024902
	Iteration 2F: 3 clusters Score -1511684 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1512013.500000 Penalty: 4689.024902
	Iteration 3F: 3 clusters Score -1512014 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1512308.750000 Penalty: 4689.024902
	Iteration 4Q: 3 clusters Score -1512309 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1512581.250000 Penalty: 4689.024902
	Iteration 5Q: 3 clusters Score -1512581 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1512829.500000 Penalty: 4689.024902
	Iteration 6Q: 3 clusters Score -1512830 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1513070.375000 Penalty: 4689.024902
	Iteration 7Q: 3 clusters Score -1513070 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1513304.125000 Penalty: 4689.024902
	Iteration 8Q: 3 clusters Score -1513304 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1513508.375000 Penalty: 4689.024902
	Iteration 9Q: 3 clusters Score -1513508 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1513670.875000 Penalty: 4689.024902
	Iteration 10Q: 3 clusters Score -1513671 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1513848.500000 Penalty: 4689.024902
	Iteration 11Q: 3 clusters Score -1513848 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1514041.125000 Penalty: 4689.024902
	Iteration 12Q: 3 clusters Score -1514041 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1514224.625000 Penalty: 4689.024902
	Iteration 13Q: 3 clusters Score -1514225 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1514387.875000 Penalty: 4689.024902
	Iteration 14Q: 3 clusters Score -1514388 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1514537.000000 Penalty: 4689.024902
	Iteration 15Q: 3 clusters Score -1514537 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1514687.250000 Penalty: 4689.024902
	Iteration 16Q: 3 clusters Score -1514687 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1514872.750000 Penalty: 4689.024902
	Iteration 17Q: 3 clusters Score -1514873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1515045.250000 Penalty: 4689.024902
	Iteration 18Q: 3 clusters Score -1515045 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1515180.125000 Penalty: 4689.024902
	Iteration 19Q: 3 clusters Score -1515180 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1515298.750000 Penalty: 4689.024902
	Iteration 20F: 3 clusters Score -1515299 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1515383.250000 Penalty: 4689.024902
	Iteration 21Q: 3 clusters Score -1515383 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1515451.750000 Penalty: 4689.024902
	Iteration 22Q: 3 clusters Score -1515452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1515505.750000 Penalty: 4689.024902
	Iteration 23Q: 3 clusters Score -1515506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1515548.500000 Penalty: 4689.024902
	Iteration 24Q: 3 clusters Score -1515548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1515585.000000 Penalty: 4689.024902
	Iteration 25Q: 3 clusters Score -1515585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1515613.000000 Penalty: 4689.024902
	Iteration 26Q: 3 clusters Score -1515613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1515652.875000 Penalty: 4689.024902
	Iteration 27Q: 3 clusters Score -1515653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1515675.500000 Penalty: 4689.024902
	Iteration 28Q: 3 clusters Score -1515676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1515701.250000 Penalty: 4689.024902
	Iteration 29Q: 3 clusters Score -1515701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1515723.875000 Penalty: 4689.024902
	Iteration 30Q: 3 clusters Score -1515724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1515735.250000 Penalty: 4689.024902
	Iteration 31Q: 3 clusters Score -1515735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1515746.875000 Penalty: 4689.024902
	Iteration 32Q: 3 clusters Score -1515747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1515751.625000 Penalty: 4689.024902
	Iteration 33Q: 3 clusters Score -1515752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1515756.250000 Penalty: 4689.024902
	Iteration 34Q: 3 clusters Score -1515756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1515766.750000 Penalty: 4689.024902
	Iteration 35Q: 3 clusters Score -1515767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1515772.625000 Penalty: 4689.024902
	Iteration 36Q: 3 clusters Score -1515773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1515778.750000 Penalty: 4689.024902
	Iteration 37Q: 3 clusters Score -1515779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1515784.000000 Penalty: 4689.024902
	Iteration 38Q: 3 clusters Score -1515784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1515785.375000 Penalty: 4689.024902
	Iteration 39Q: 3 clusters Score -1515785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1515789.875000 Penalty: 4689.024902
	Iteration 40F: 3 clusters Score -1515790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1515791.250000 Penalty: 4689.024902
	Iteration 41Q: 3 clusters Score -1515791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1515790.875000 Penalty: 4689.024902
	Iteration 42Q: 3 clusters Score -1515791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1515790.875000 Penalty: 4689.024902
	Iteration 43F: 3 clusters Score -1515791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Entering Unmasked Estep 
Score: -728921.812500 Penalty: 2162.674316
	Iteration 0F: 2 clusters Score -728921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -723671.875000 Penalty: 4325.348633
	Iteration 0F: 3 clusters Score -723671.9 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -724939.000000 Penalty: 4325.348633
	Iteration 1F: 3 clusters Score -724939 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -725204.562500 Penalty: 4325.348633
	Iteration 2F: 3 clusters Score -725204.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -725385.062500 Penalty: 4325.348633
	Iteration 3F: 3 clusters Score -725385.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -725565.750000 Penalty: 4325.348633
	Iteration 4Q: 3 clusters Score -725565.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -725728.937500 Penalty: 4325.348633
	Iteration 5Q: 3 clusters Score -725728.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -725868.812500 Penalty: 4325.348633
	Iteration 6Q: 3 clusters Score -725868.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -725991.812500 Penalty: 4325.348633
	Iteration 7Q: 3 clusters Score -725991.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -726098.500000 Penalty: 4325.348633
	Iteration 8Q: 3 clusters Score -726098.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -726196.562500 Penalty: 4325.348633
	Iteration 9Q: 3 clusters Score -726196.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -726314.625000 Penalty: 4325.348633
	Iteration 10Q: 3 clusters Score -726314.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -726441.062500 Penalty: 4325.348633
	Iteration 11Q: 3 clusters Score -726441.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -726550.375000 Penalty: 4325.348633
	Iteration 12Q: 3 clusters Score -726550.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -726640.062500 Penalty: 4325.348633
	Iteration 13Q: 3 clusters Score -726640.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -726709.125000 Penalty: 4325.348633
	Iteration 14Q: 3 clusters Score -726709.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -726766.125000 Penalty: 4325.348633
	Iteration 15Q: 3 clusters Score -726766.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -726823.500000 Penalty: 4325.348633
	Iteration 16Q: 3 clusters Score -726823.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -726868.437500 Penalty: 4325.348633
	Iteration 17Q: 3 clusters Score -726868.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -726903.125000 Penalty: 4325.348633
	Iteration 18Q: 3 clusters Score -726903.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -726934.812500 Penalty: 4325.348633
	Iteration 19Q: 3 clusters Score -726934.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -726956.812500 Penalty: 4325.348633
	Iteration 20F: 3 clusters Score -726956.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -726978.062500 Penalty: 4325.348633
	Iteration 21Q: 3 clusters Score -726978.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -727000.562500 Penalty: 4325.348633
	Iteration 22Q: 3 clusters Score -727000.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -727022.500000 Penalty: 4325.348633
	Iteration 23Q: 3 clusters Score -727022.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -727043.125000 Penalty: 4325.348633
	Iteration 24Q: 3 clusters Score -727043.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -727064.250000 Penalty: 4325.348633
	Iteration 25Q: 3 clusters Score -727064.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -727084.812500 Penalty: 4325.348633
	Iteration 26Q: 3 clusters Score -727084.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -727104.937500 Penalty: 4325.348633
	Iteration 27Q: 3 clusters Score -727104.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -727119.312500 Penalty: 4325.348633
	Iteration 28Q: 3 clusters Score -727119.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -727132.000000 Penalty: 4325.348633
	Iteration 29Q: 3 clusters Score -727132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -727144.250000 Penalty: 4325.348633
	Iteration 30Q: 3 clusters Score -727144.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -727148.875000 Penalty: 4325.348633
	Iteration 31Q: 3 clusters Score -727148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -727154.250000 Penalty: 4325.348633
	Iteration 32Q: 3 clusters Score -727154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -727159.187500 Penalty: 4325.348633
	Iteration 33Q: 3 clusters Score -727159.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -727164.687500 Penalty: 4325.348633
	Iteration 34Q: 3 clusters Score -727164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -727166.875000 Penalty: 4325.348633
	Iteration 35Q: 3 clusters Score -727166.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -727169.187500 Penalty: 4325.348633
	Iteration 36Q: 3 clusters Score -727169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -727172.625000 Penalty: 4325.348633
	Iteration 37Q: 3 clusters Score -727172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -727173.687500 Penalty: 4325.348633
	Iteration 38Q: 3 clusters Score -727173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -727174.375000 Penalty: 4325.348633
	Iteration 39Q: 3 clusters Score -727174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -727174.875000 Penalty: 4325.348633
	Iteration 40F: 3 clusters Score -727174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -727176.000000 Penalty: 4325.348633
	Iteration 41Q: 3 clusters Score -727176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -727177.062500 Penalty: 4325.348633
	Iteration 42Q: 3 clusters Score -727177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -727178.437500 Penalty: 4325.348633
	Iteration 43Q: 3 clusters Score -727178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -727178.687500 Penalty: 4325.348633
	Iteration 44Q: 3 clusters Score -727178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -727180.062500 Penalty: 4325.348633
	Iteration 45Q: 3 clusters Score -727180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -727180.687500 Penalty: 4325.348633
	Iteration 46Q: 3 clusters Score -727180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -727181.625000 Penalty: 4325.348633
	Iteration 47Q: 3 clusters Score -727181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -727181.062500 Penalty: 4325.348633
	Iteration 48Q: 3 clusters Score -727181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -727182.062500 Penalty: 4325.348633
	Iteration 49Q: 3 clusters Score -727182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -727182.062500 Penalty: 4325.348633
	Iteration 50F: 3 clusters Score -727182.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -121808.710938 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -121808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119791.273438 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -119791.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120141.890625 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -120141.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120312.140625 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -120312.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120481.054688 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -120481.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120646.156250 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -120646.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120805.421875 Penalty: 3479.793213
	Iteration 5F: 3 clusters Score -120805.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121004.757812 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -121004.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121320.156250 Penalty: 3479.793213
	Iteration 7F: 3 clusters Score -121320.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121805.625000 Penalty: 3479.793213
	Iteration 8F: 3 clusters Score -121805.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -122044.742188 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -122044.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -122093.328125 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -122093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -122102.765625 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -122102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122104.007812 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -122104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122104.007812 Penalty: 3479.793213
	Iteration 13F: 3 clusters Score -122104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21188 members 
Mstep: Class 13 contains 169735 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 5504 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 54766 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 170508 members 
Mstep: Class 22 contains 170956 members 
Mstep: Class 23 contains 36503 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28773 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175748 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 504 members 
Entering Unmasked Estep 
Score: -124225024.000000 Penalty: 113352.726562
Splitting cluster 9 changes total score from -124226200.000000 to -124225024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -591143.312500 Penalty: 2106.086914
	Iteration 0F: 2 clusters Score -591143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -586667.625000 Penalty: 4212.173828
	Iteration 0F: 3 clusters Score -586667.6 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -587697.687500 Penalty: 4212.173828
	Iteration 1F: 3 clusters Score -587697.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -587912.687500 Penalty: 4212.173828
	Iteration 2F: 3 clusters Score -587912.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -588041.000000 Penalty: 4212.173828
	Iteration 3F: 3 clusters Score -588041 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -588143.375000 Penalty: 4212.173828
	Iteration 4Q: 3 clusters Score -588143.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -588223.625000 Penalty: 4212.173828
	Iteration 5Q: 3 clusters Score -588223.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -588300.312500 Penalty: 4212.173828
	Iteration 6Q: 3 clusters Score -588300.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -588355.187500 Penalty: 4212.173828
	Iteration 7Q: 3 clusters Score -588355.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -588399.625000 Penalty: 4212.173828
	Iteration 8Q: 3 clusters Score -588399.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -588432.375000 Penalty: 4212.173828
	Iteration 9Q: 3 clusters Score -588432.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -588459.687500 Penalty: 4212.173828
	Iteration 10Q: 3 clusters Score -588459.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -588483.062500 Penalty: 4212.173828
	Iteration 11Q: 3 clusters Score -588483.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -588515.500000 Penalty: 4212.173828
	Iteration 12Q: 3 clusters Score -588515.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -588545.812500 Penalty: 4212.173828
	Iteration 13Q: 3 clusters Score -588545.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -588580.437500 Penalty: 4212.173828
	Iteration 14Q: 3 clusters Score -588580.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -588608.875000 Penalty: 4212.173828
	Iteration 15Q: 3 clusters Score -588608.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -588634.437500 Penalty: 4212.173828
	Iteration 16Q: 3 clusters Score -588634.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -588657.875000 Penalty: 4212.173828
	Iteration 17Q: 3 clusters Score -588657.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -588683.937500 Penalty: 4212.173828
	Iteration 18Q: 3 clusters Score -588683.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -588708.562500 Penalty: 4212.173828
	Iteration 19Q: 3 clusters Score -588708.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -588729.437500 Penalty: 4212.173828
	Iteration 20F: 3 clusters Score -588729.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -588744.687500 Penalty: 4212.173828
	Iteration 21Q: 3 clusters Score -588744.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -588762.125000 Penalty: 4212.173828
	Iteration 22Q: 3 clusters Score -588762.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -588776.187500 Penalty: 4212.173828
	Iteration 23Q: 3 clusters Score -588776.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -588790.062500 Penalty: 4212.173828
	Iteration 24Q: 3 clusters Score -588790.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -588806.375000 Penalty: 4212.173828
	Iteration 25Q: 3 clusters Score -588806.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -588822.062500 Penalty: 4212.173828
	Iteration 26Q: 3 clusters Score -588822.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -588833.750000 Penalty: 4212.173828
	Iteration 27Q: 3 clusters Score -588833.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -588846.250000 Penalty: 4212.173828
	Iteration 28Q: 3 clusters Score -588846.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -588859.625000 Penalty: 4212.173828
	Iteration 29Q: 3 clusters Score -588859.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -588874.375000 Penalty: 4212.173828
	Iteration 30Q: 3 clusters Score -588874.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -588887.250000 Penalty: 4212.173828
	Iteration 31Q: 3 clusters Score -588887.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -588901.625000 Penalty: 4212.173828
	Iteration 32Q: 3 clusters Score -588901.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -588917.562500 Penalty: 4212.173828
	Iteration 33Q: 3 clusters Score -588917.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -588931.625000 Penalty: 4212.173828
	Iteration 34Q: 3 clusters Score -588931.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -588943.312500 Penalty: 4212.173828
	Iteration 35Q: 3 clusters Score -588943.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -588951.000000 Penalty: 4212.173828
	Iteration 36Q: 3 clusters Score -588951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -588967.937500 Penalty: 4212.173828
	Iteration 37Q: 3 clusters Score -588967.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -588984.875000 Penalty: 4212.173828
	Iteration 38Q: 3 clusters Score -588984.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -589004.687500 Penalty: 4212.173828
	Iteration 39Q: 3 clusters Score -589004.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -589023.062500 Penalty: 4212.173828
	Iteration 40F: 3 clusters Score -589023.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -589043.812500 Penalty: 4212.173828
	Iteration 41Q: 3 clusters Score -589043.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -589065.812500 Penalty: 4212.173828
	Iteration 42Q: 3 clusters Score -589065.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -589085.375000 Penalty: 4212.173828
	Iteration 43Q: 3 clusters Score -589085.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -589104.875000 Penalty: 4212.173828
	Iteration 44Q: 3 clusters Score -589104.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -589119.812500 Penalty: 4212.173828
	Iteration 45Q: 3 clusters Score -589119.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -589134.687500 Penalty: 4212.173828
	Iteration 46Q: 3 clusters Score -589134.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -589148.687500 Penalty: 4212.173828
	Iteration 47Q: 3 clusters Score -589148.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -589162.562500 Penalty: 4212.173828
	Iteration 48Q: 3 clusters Score -589162.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -589174.312500 Penalty: 4212.173828
	Iteration 49Q: 3 clusters Score -589174.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -589185.750000 Penalty: 4212.173828
	Iteration 50Q: 3 clusters Score -589185.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -589200.187500 Penalty: 4212.173828
	Iteration 51Q: 3 clusters Score -589200.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -589216.250000 Penalty: 4212.173828
	Iteration 52Q: 3 clusters Score -589216.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -589233.375000 Penalty: 4212.173828
	Iteration 53Q: 3 clusters Score -589233.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -589249.187500 Penalty: 4212.173828
	Iteration 54Q: 3 clusters Score -589249.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -589265.187500 Penalty: 4212.173828
	Iteration 55Q: 3 clusters Score -589265.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -589284.625000 Penalty: 4212.173828
	Iteration 56Q: 3 clusters Score -589284.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -589301.750000 Penalty: 4212.173828
	Iteration 57Q: 3 clusters Score -589301.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -589316.500000 Penalty: 4212.173828
	Iteration 58Q: 3 clusters Score -589316.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -589336.062500 Penalty: 4212.173828
	Iteration 59Q: 3 clusters Score -589336.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -589355.562500 Penalty: 4212.173828
	Iteration 60F: 3 clusters Score -589355.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -589378.375000 Penalty: 4212.173828
	Iteration 61Q: 3 clusters Score -589378.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -589398.375000 Penalty: 4212.173828
	Iteration 62Q: 3 clusters Score -589398.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -589419.625000 Penalty: 4212.173828
	Iteration 63Q: 3 clusters Score -589419.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -589445.062500 Penalty: 4212.173828
	Iteration 64Q: 3 clusters Score -589445.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -589472.437500 Penalty: 4212.173828
	Iteration 65Q: 3 clusters Score -589472.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -589492.750000 Penalty: 4212.173828
	Iteration 66Q: 3 clusters Score -589492.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -589514.687500 Penalty: 4212.173828
	Iteration 67Q: 3 clusters Score -589514.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -589528.750000 Penalty: 4212.173828
	Iteration 68Q: 3 clusters Score -589528.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -589543.125000 Penalty: 4212.173828
	Iteration 69Q: 3 clusters Score -589543.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -589560.812500 Penalty: 4212.173828
	Iteration 70Q: 3 clusters Score -589560.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -589585.937500 Penalty: 4212.173828
	Iteration 71Q: 3 clusters Score -589585.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -589607.562500 Penalty: 4212.173828
	Iteration 72Q: 3 clusters Score -589607.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -589625.187500 Penalty: 4212.173828
	Iteration 73Q: 3 clusters Score -589625.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -589644.750000 Penalty: 4212.173828
	Iteration 74Q: 3 clusters Score -589644.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -589662.000000 Penalty: 4212.173828
	Iteration 75Q: 3 clusters Score -589662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -589678.000000 Penalty: 4212.173828
	Iteration 76Q: 3 clusters Score -589678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -589694.625000 Penalty: 4212.173828
	Iteration 77Q: 3 clusters Score -589694.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -589711.125000 Penalty: 4212.173828
	Iteration 78Q: 3 clusters Score -589711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -589720.937500 Penalty: 4212.173828
	Iteration 79Q: 3 clusters Score -589720.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -589730.750000 Penalty: 4212.173828
	Iteration 80F: 3 clusters Score -589730.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -589737.437500 Penalty: 4212.173828
	Iteration 81Q: 3 clusters Score -589737.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -589743.937500 Penalty: 4212.173828
	Iteration 82Q: 3 clusters Score -589743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -589748.687500 Penalty: 4212.173828
	Iteration 83Q: 3 clusters Score -589748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -589752.187500 Penalty: 4212.173828
	Iteration 84Q: 3 clusters Score -589752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -589754.812500 Penalty: 4212.173828
	Iteration 85Q: 3 clusters Score -589754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -589756.062500 Penalty: 4212.173828
	Iteration 86Q: 3 clusters Score -589756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -589757.000000 Penalty: 4212.173828
	Iteration 87Q: 3 clusters Score -589757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -589757.312500 Penalty: 4212.173828
	Iteration 88Q: 3 clusters Score -589757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -589759.062500 Penalty: 4212.173828
	Iteration 89Q: 3 clusters Score -589759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -589759.062500 Penalty: 4212.173828
	Iteration 90Q: 3 clusters Score -589759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -589759.375000 Penalty: 4212.173828
	Iteration 91Q: 3 clusters Score -589759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -589759.500000 Penalty: 4212.173828
	Iteration 92Q: 3 clusters Score -589759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -589759.500000 Penalty: 4212.173828
	Iteration 93F: 3 clusters Score -589759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -718621.500000 Penalty: 2156.195068
	Iteration 0F: 2 clusters Score -718621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -713574.062500 Penalty: 4312.390137
	Iteration 0F: 3 clusters Score -713574.1 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -714981.312500 Penalty: 4312.390137
	Iteration 1F: 3 clusters Score -714981.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -715385.000000 Penalty: 4312.390137
	Iteration 2F: 3 clusters Score -715385 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -715806.250000 Penalty: 4312.390137
	Iteration 3F: 3 clusters Score -715806.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -716239.125000 Penalty: 4312.390137
	Iteration 4F: 3 clusters Score -716239.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -716623.125000 Penalty: 4312.390137
	Iteration 5F: 3 clusters Score -716623.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -716955.500000 Penalty: 4312.390137
	Iteration 6F: 3 clusters Score -716955.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -717288.375000 Penalty: 4312.390137
	Iteration 7F: 3 clusters Score -717288.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -717582.312500 Penalty: 4312.390137
	Iteration 8Q: 3 clusters Score -717582.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -717785.687500 Penalty: 4312.390137
	Iteration 9Q: 3 clusters Score -717785.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -717955.750000 Penalty: 4312.390137
	Iteration 10Q: 3 clusters Score -717955.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -718071.625000 Penalty: 4312.390137
	Iteration 11Q: 3 clusters Score -718071.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -718160.375000 Penalty: 4312.390137
	Iteration 12Q: 3 clusters Score -718160.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -718221.187500 Penalty: 4312.390137
	Iteration 13Q: 3 clusters Score -718221.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -718256.000000 Penalty: 4312.390137
	Iteration 14Q: 3 clusters Score -718256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -718286.125000 Penalty: 4312.390137
	Iteration 15Q: 3 clusters Score -718286.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718306.875000 Penalty: 4312.390137
	Iteration 16Q: 3 clusters Score -718306.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -718314.750000 Penalty: 4312.390137
	Iteration 17Q: 3 clusters Score -718314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -718319.062500 Penalty: 4312.390137
	Iteration 18Q: 3 clusters Score -718319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718320.062500 Penalty: 4312.390137
	Iteration 19Q: 3 clusters Score -718320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -718319.750000 Penalty: 4312.390137
	Iteration 20F: 3 clusters Score -718319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -718321.312500 Penalty: 4312.390137
	Iteration 21Q: 3 clusters Score -718321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718319.812500 Penalty: 4312.390137
	Iteration 22Q: 3 clusters Score -718319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718319.812500 Penalty: 4312.390137
	Iteration 23F: 3 clusters Score -718319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Entering Unmasked Estep 
Score: -2597162.000000 Penalty: 2470.375244
	Iteration 0F: 2 clusters Score -2597162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2582274.250000 Penalty: 4940.750488
	Iteration 0F: 3 clusters Score -2582274 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2587284.750000 Penalty: 4940.750488
	Iteration 1F: 3 clusters Score -2587285 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2587723.000000 Penalty: 4940.750488
	Iteration 2F: 3 clusters Score -2587723 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2588079.750000 Penalty: 4940.750488
	Iteration 3Q: 3 clusters Score -2588080 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2588419.750000 Penalty: 4940.750488
	Iteration 4Q: 3 clusters Score -2588420 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2588757.500000 Penalty: 4940.750488
	Iteration 5Q: 3 clusters Score -2588758 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2589171.000000 Penalty: 4940.750488
	Iteration 6Q: 3 clusters Score -2589171 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2589713.250000 Penalty: 4940.750488
	Iteration 7Q: 3 clusters Score -2589713 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2590379.000000 Penalty: 4940.750488
	Iteration 8F: 3 clusters Score -2590379 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2591073.500000 Penalty: 4940.750488
	Iteration 9F: 3 clusters Score -2591074 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2591668.250000 Penalty: 4940.750488
	Iteration 10Q: 3 clusters Score -2591668 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2592185.000000 Penalty: 4940.750488
	Iteration 11Q: 3 clusters Score -2592185 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2592626.750000 Penalty: 4940.750488
	Iteration 12Q: 3 clusters Score -2592627 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2592996.000000 Penalty: 4940.750488
	Iteration 13Q: 3 clusters Score -2592996 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2593323.750000 Penalty: 4940.750488
	Iteration 14Q: 3 clusters Score -2593324 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2593639.000000 Penalty: 4940.750488
	Iteration 15Q: 3 clusters Score -2593639 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2593820.000000 Penalty: 4940.750488
	Iteration 16Q: 3 clusters Score -2593820 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2593980.750000 Penalty: 4940.750488
	Iteration 17Q: 3 clusters Score -2593981 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2594098.500000 Penalty: 4940.750488
	Iteration 18Q: 3 clusters Score -2594098 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2594202.500000 Penalty: 4940.750488
	Iteration 19Q: 3 clusters Score -2594202 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2594336.000000 Penalty: 4940.750488
	Iteration 20F: 3 clusters Score -2594336 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2594461.750000 Penalty: 4940.750488
	Iteration 21Q: 3 clusters Score -2594462 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2594566.750000 Penalty: 4940.750488
	Iteration 22Q: 3 clusters Score -2594567 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2594658.500000 Penalty: 4940.750488
	Iteration 23Q: 3 clusters Score -2594658 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2594746.000000 Penalty: 4940.750488
	Iteration 24Q: 3 clusters Score -2594746 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2594814.750000 Penalty: 4940.750488
	Iteration 25Q: 3 clusters Score -2594815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2594889.750000 Penalty: 4940.750488
	Iteration 26Q: 3 clusters Score -2594890 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2594935.750000 Penalty: 4940.750488
	Iteration 27Q: 3 clusters Score -2594936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2594965.000000 Penalty: 4940.750488
	Iteration 28Q: 3 clusters Score -2594965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2594991.500000 Penalty: 4940.750488
	Iteration 29Q: 3 clusters Score -2594992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2595010.750000 Penalty: 4940.750488
	Iteration 30Q: 3 clusters Score -2595011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2595041.000000 Penalty: 4940.750488
	Iteration 31Q: 3 clusters Score -2595041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2595063.000000 Penalty: 4940.750488
	Iteration 32Q: 3 clusters Score -2595063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2595067.250000 Penalty: 4940.750488
	Iteration 33Q: 3 clusters Score -2595067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2595087.000000 Penalty: 4940.750488
	Iteration 34Q: 3 clusters Score -2595087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2595103.750000 Penalty: 4940.750488
	Iteration 35Q: 3 clusters Score -2595104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2595117.500000 Penalty: 4940.750488
	Iteration 36Q: 3 clusters Score -2595118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2595137.500000 Penalty: 4940.750488
	Iteration 37Q: 3 clusters Score -2595138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2595156.500000 Penalty: 4940.750488
	Iteration 38Q: 3 clusters Score -2595156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2595180.500000 Penalty: 4940.750488
	Iteration 39Q: 3 clusters Score -2595180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2595187.750000 Penalty: 4940.750488
	Iteration 40F: 3 clusters Score -2595188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2595196.250000 Penalty: 4940.750488
	Iteration 41Q: 3 clusters Score -2595196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2595200.000000 Penalty: 4940.750488
	Iteration 42Q: 3 clusters Score -2595200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2595197.750000 Penalty: 4940.750488
	Iteration 43Q: 3 clusters Score -2595198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2595206.250000 Penalty: 4940.750488
	Iteration 44Q: 3 clusters Score -2595206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2595209.500000 Penalty: 4940.750488
	Iteration 45Q: 3 clusters Score -2595210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2595212.250000 Penalty: 4940.750488
	Iteration 46Q: 3 clusters Score -2595212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2595210.750000 Penalty: 4940.750488
	Iteration 47Q: 3 clusters Score -2595211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2595215.250000 Penalty: 4940.750488
	Iteration 48Q: 3 clusters Score -2595215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2595217.250000 Penalty: 4940.750488
	Iteration 49Q: 3 clusters Score -2595217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2595225.250000 Penalty: 4940.750488
	Iteration 50Q: 3 clusters Score -2595225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2595231.250000 Penalty: 4940.750488
	Iteration 51Q: 3 clusters Score -2595231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2595225.750000 Penalty: 4940.750488
	Iteration 52Q: 3 clusters Score -2595226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2595228.500000 Penalty: 4940.750488
	Iteration 53Q: 3 clusters Score -2595228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2595229.250000 Penalty: 4940.750488
	Iteration 54Q: 3 clusters Score -2595229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2595228.750000 Penalty: 4940.750488
	Iteration 55Q: 3 clusters Score -2595229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2595229.750000 Penalty: 4940.750488
	Iteration 56Q: 3 clusters Score -2595230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2595230.250000 Penalty: 4940.750488
	Iteration 57Q: 3 clusters Score -2595230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2595227.750000 Penalty: 4940.750488
	Iteration 58Q: 3 clusters Score -2595228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2595231.500000 Penalty: 4940.750488
	Iteration 59Q: 3 clusters Score -2595232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2595231.500000 Penalty: 4940.750488
	Iteration 60F: 3 clusters Score -2595232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2595231.500000 Penalty: 4940.750488
	Iteration 61Q: 3 clusters Score -2595232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2595234.750000 Penalty: 4940.750488
	Iteration 62Q: 3 clusters Score -2595235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2595238.250000 Penalty: 4940.750488
	Iteration 63Q: 3 clusters Score -2595238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2595242.750000 Penalty: 4940.750488
	Iteration 64Q: 3 clusters Score -2595243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2595239.250000 Penalty: 4940.750488
	Iteration 65Q: 3 clusters Score -2595239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2595241.750000 Penalty: 4940.750488
	Iteration 66Q: 3 clusters Score -2595242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2595241.000000 Penalty: 4940.750488
	Iteration 67Q: 3 clusters Score -2595241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2595239.000000 Penalty: 4940.750488
	Iteration 68Q: 3 clusters Score -2595239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2595243.250000 Penalty: 4940.750488
	Iteration 69Q: 3 clusters Score -2595243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2595243.250000 Penalty: 4940.750488
	Iteration 70F: 3 clusters Score -2595243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169735 members 
Entering Unmasked Estep 
Score: -20674248.000000 Penalty: 2986.414551
	Iteration 0F: 2 clusters Score -2.067425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -20562250.000000 Penalty: 5972.829102
	Iteration 0F: 3 clusters Score -2.056225e+07 nChanged 81313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -20609022.000000 Penalty: 5972.829102
	Iteration 1F: 3 clusters Score -2.060902e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 84528 members 
Entering Unmasked Estep 
Score: -20610144.000000 Penalty: 5972.829102
	Iteration 2Q: 3 clusters Score -2.061014e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -20611534.000000 Penalty: 5972.829102
	Iteration 3Q: 3 clusters Score -2.061153e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -20613272.000000 Penalty: 5972.829102
	Iteration 4Q: 3 clusters Score -2.061327e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -20615956.000000 Penalty: 5972.829102
	Iteration 5Q: 3 clusters Score -2.061596e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -20619754.000000 Penalty: 5972.829102
	Iteration 6Q: 3 clusters Score -2.061975e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -20624396.000000 Penalty: 5972.829102
	Iteration 7F: 3 clusters Score -2.06244e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -20629512.000000 Penalty: 5972.829102
	Iteration 8F: 3 clusters Score -2.062951e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -20633980.000000 Penalty: 5972.829102
	Iteration 9F: 3 clusters Score -2.063398e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -20637202.000000 Penalty: 5972.829102
	Iteration 10Q: 3 clusters Score -2.06372e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -20639218.000000 Penalty: 5972.829102
	Iteration 11Q: 3 clusters Score -2.063922e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -20640716.000000 Penalty: 5972.829102
	Iteration 12Q: 3 clusters Score -2.064072e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -20641766.000000 Penalty: 5972.829102
	Iteration 13Q: 3 clusters Score -2.064177e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -20642596.000000 Penalty: 5972.829102
	Iteration 14Q: 3 clusters Score -2.06426e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -20643384.000000 Penalty: 5972.829102
	Iteration 15Q: 3 clusters Score -2.064338e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -20644178.000000 Penalty: 5972.829102
	Iteration 16Q: 3 clusters Score -2.064418e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -20644998.000000 Penalty: 5972.829102
	Iteration 17Q: 3 clusters Score -2.0645e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -20646134.000000 Penalty: 5972.829102
	Iteration 18Q: 3 clusters Score -2.064613e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -20647678.000000 Penalty: 5972.829102
	Iteration 19Q: 3 clusters Score -2.064768e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -20649514.000000 Penalty: 5972.829102
	Iteration 20F: 3 clusters Score -2.064951e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -20651688.000000 Penalty: 5972.829102
	Iteration 21Q: 3 clusters Score -2.065169e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -20654266.000000 Penalty: 5972.829102
	Iteration 22Q: 3 clusters Score -2.065427e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -20657256.000000 Penalty: 5972.829102
	Iteration 23Q: 3 clusters Score -2.065726e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138297 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -20660562.000000 Penalty: 5972.829102
	Iteration 24Q: 3 clusters Score -2.066056e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -20663354.000000 Penalty: 5972.829102
	Iteration 25Q: 3 clusters Score -2.066335e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150018 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -20665926.000000 Penalty: 5972.829102
	Iteration 26Q: 3 clusters Score -2.066593e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -20667624.000000 Penalty: 5972.829102
	Iteration 27Q: 3 clusters Score -2.066762e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -20668972.000000 Penalty: 5972.829102
	Iteration 28Q: 3 clusters Score -2.066897e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160776 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -20669874.000000 Penalty: 5972.829102
	Iteration 29Q: 3 clusters Score -2.066987e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -20670548.000000 Penalty: 5972.829102
	Iteration 30Q: 3 clusters Score -2.067055e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -20671118.000000 Penalty: 5972.829102
	Iteration 31Q: 3 clusters Score -2.067112e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -20671476.000000 Penalty: 5972.829102
	Iteration 32Q: 3 clusters Score -2.067148e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165806 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20671668.000000 Penalty: 5972.829102
	Iteration 33Q: 3 clusters Score -2.067167e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166280 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -20671824.000000 Penalty: 5972.829102
	Iteration 34Q: 3 clusters Score -2.067182e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166599 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20671942.000000 Penalty: 5972.829102
	Iteration 35Q: 3 clusters Score -2.067194e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166844 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -20672036.000000 Penalty: 5972.829102
	Iteration 36Q: 3 clusters Score -2.067204e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167012 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -20672110.000000 Penalty: 5972.829102
	Iteration 37Q: 3 clusters Score -2.067211e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -20672104.000000 Penalty: 5972.829102
	Iteration 38Q: 3 clusters Score -2.06721e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -20672134.000000 Penalty: 5972.829102
	Iteration 39Q: 3 clusters Score -2.067213e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167332 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -20672182.000000 Penalty: 5972.829102
	Iteration 40F: 3 clusters Score -2.067218e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167411 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -20672210.000000 Penalty: 5972.829102
	Iteration 41Q: 3 clusters Score -2.067221e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -20672222.000000 Penalty: 5972.829102
	Iteration 42Q: 3 clusters Score -2.067222e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167531 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -20672254.000000 Penalty: 5972.829102
	Iteration 43Q: 3 clusters Score -2.067225e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20672278.000000 Penalty: 5972.829102
	Iteration 44Q: 3 clusters Score -2.067228e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20672300.000000 Penalty: 5972.829102
	Iteration 45Q: 3 clusters Score -2.06723e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20672320.000000 Penalty: 5972.829102
	Iteration 46Q: 3 clusters Score -2.067232e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20672326.000000 Penalty: 5972.829102
	Iteration 47Q: 3 clusters Score -2.067233e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20672336.000000 Penalty: 5972.829102
	Iteration 48Q: 3 clusters Score -2.067234e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167783 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -20672370.000000 Penalty: 5972.829102
	Iteration 49Q: 3 clusters Score -2.067237e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167805 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -20672372.000000 Penalty: 5972.829102
	Iteration 50Q: 3 clusters Score -2.067237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167823 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20672392.000000 Penalty: 5972.829102
	Iteration 51Q: 3 clusters Score -2.067239e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -20672420.000000 Penalty: 5972.829102
	Iteration 52Q: 3 clusters Score -2.067242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167869 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -20672432.000000 Penalty: 5972.829102
	Iteration 53Q: 3 clusters Score -2.067243e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -20672408.000000 Penalty: 5972.829102
	Iteration 54Q: 3 clusters Score -2.067241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167902 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20672422.000000 Penalty: 5972.829102
	Iteration 55Q: 3 clusters Score -2.067242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20672406.000000 Penalty: 5972.829102
	Iteration 56Q: 3 clusters Score -2.067241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167929 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20672406.000000 Penalty: 5972.829102
	Iteration 57Q: 3 clusters Score -2.067241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -20672414.000000 Penalty: 5972.829102
	Iteration 58Q: 3 clusters Score -2.067241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20672438.000000 Penalty: 5972.829102
	Iteration 59Q: 3 clusters Score -2.067244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -20672452.000000 Penalty: 5972.829102
	Iteration 60F: 3 clusters Score -2.067245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20672448.000000 Penalty: 5972.829102
	Iteration 61Q: 3 clusters Score -2.067245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167923 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20672452.000000 Penalty: 5972.829102
	Iteration 62Q: 3 clusters Score -2.067245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -20672460.000000 Penalty: 5972.829102
	Iteration 63Q: 3 clusters Score -2.067246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20672466.000000 Penalty: 5972.829102
	Iteration 64Q: 3 clusters Score -2.067247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -20672468.000000 Penalty: 5972.829102
	Iteration 65Q: 3 clusters Score -2.067247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20672468.000000 Penalty: 5972.829102
	Iteration 66Q: 3 clusters Score -2.067247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167934 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20672452.000000 Penalty: 5972.829102
	Iteration 67Q: 3 clusters Score -2.067245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20672456.000000 Penalty: 5972.829102
	Iteration 68Q: 3 clusters Score -2.067246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20672442.000000 Penalty: 5972.829102
	Iteration 69Q: 3 clusters Score -2.067244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20672446.000000 Penalty: 5972.829102
	Iteration 70Q: 3 clusters Score -2.067245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -20672450.000000 Penalty: 5972.829102
	Iteration 71Q: 3 clusters Score -2.067245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167944 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20672450.000000 Penalty: 5972.829102
	Iteration 72Q: 3 clusters Score -2.067245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167946 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20672466.000000 Penalty: 5972.829102
	Iteration 73Q: 3 clusters Score -2.067247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20672458.000000 Penalty: 5972.829102
	Iteration 74Q: 3 clusters Score -2.067246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167948 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -20672462.000000 Penalty: 5972.829102
	Iteration 75Q: 3 clusters Score -2.067246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167948 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -20672462.000000 Penalty: 5972.829102
	Iteration 76F: 3 clusters Score -2.067246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -998624.687500 Penalty: 2240.274414
	Iteration 0F: 2 clusters Score -998624.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -992022.937500 Penalty: 4480.548828
	Iteration 0F: 3 clusters Score -992022.9 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -993771.562500 Penalty: 4480.548828
	Iteration 1F: 3 clusters Score -993771.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -994062.125000 Penalty: 4480.548828
	Iteration 2F: 3 clusters Score -994062.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -994243.375000 Penalty: 4480.548828
	Iteration 3F: 3 clusters Score -994243.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -994375.437500 Penalty: 4480.548828
	Iteration 4Q: 3 clusters Score -994375.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -994472.000000 Penalty: 4480.548828
	Iteration 5Q: 3 clusters Score -994472 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -994562.375000 Penalty: 4480.548828
	Iteration 6Q: 3 clusters Score -994562.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -994641.562500 Penalty: 4480.548828
	Iteration 7Q: 3 clusters Score -994641.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -994714.625000 Penalty: 4480.548828
	Iteration 8Q: 3 clusters Score -994714.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -994799.812500 Penalty: 4480.548828
	Iteration 9Q: 3 clusters Score -994799.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -994889.250000 Penalty: 4480.548828
	Iteration 10Q: 3 clusters Score -994889.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -994996.000000 Penalty: 4480.548828
	Iteration 11Q: 3 clusters Score -994996 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -995128.625000 Penalty: 4480.548828
	Iteration 12Q: 3 clusters Score -995128.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -995290.312500 Penalty: 4480.548828
	Iteration 13Q: 3 clusters Score -995290.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -995478.875000 Penalty: 4480.548828
	Iteration 14Q: 3 clusters Score -995478.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -995673.062500 Penalty: 4480.548828
	Iteration 15Q: 3 clusters Score -995673.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -995859.875000 Penalty: 4480.548828
	Iteration 16Q: 3 clusters Score -995859.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -996032.937500 Penalty: 4480.548828
	Iteration 17Q: 3 clusters Score -996032.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -996183.750000 Penalty: 4480.548828
	Iteration 18Q: 3 clusters Score -996183.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -996314.500000 Penalty: 4480.548828
	Iteration 19Q: 3 clusters Score -996314.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -996417.937500 Penalty: 4480.548828
	Iteration 20F: 3 clusters Score -996417.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -996494.437500 Penalty: 4480.548828
	Iteration 21Q: 3 clusters Score -996494.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -996547.312500 Penalty: 4480.548828
	Iteration 22Q: 3 clusters Score -996547.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -996588.750000 Penalty: 4480.548828
	Iteration 23Q: 3 clusters Score -996588.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -996608.375000 Penalty: 4480.548828
	Iteration 24Q: 3 clusters Score -996608.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -996631.875000 Penalty: 4480.548828
	Iteration 25Q: 3 clusters Score -996631.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -996645.312500 Penalty: 4480.548828
	Iteration 26Q: 3 clusters Score -996645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -996656.687500 Penalty: 4480.548828
	Iteration 27Q: 3 clusters Score -996656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -996658.062500 Penalty: 4480.548828
	Iteration 28Q: 3 clusters Score -996658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -996663.375000 Penalty: 4480.548828
	Iteration 29Q: 3 clusters Score -996663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -996668.187500 Penalty: 4480.548828
	Iteration 30Q: 3 clusters Score -996668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -996672.375000 Penalty: 4480.548828
	Iteration 31Q: 3 clusters Score -996672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -996675.437500 Penalty: 4480.548828
	Iteration 32Q: 3 clusters Score -996675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -996679.937500 Penalty: 4480.548828
	Iteration 33Q: 3 clusters Score -996679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -996682.687500 Penalty: 4480.548828
	Iteration 34Q: 3 clusters Score -996682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -996687.437500 Penalty: 4480.548828
	Iteration 35Q: 3 clusters Score -996687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -996691.250000 Penalty: 4480.548828
	Iteration 36Q: 3 clusters Score -996691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -996691.875000 Penalty: 4480.548828
	Iteration 37Q: 3 clusters Score -996691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -996693.250000 Penalty: 4480.548828
	Iteration 38Q: 3 clusters Score -996693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -996693.937500 Penalty: 4480.548828
	Iteration 39Q: 3 clusters Score -996693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -996694.625000 Penalty: 4480.548828
	Iteration 40F: 3 clusters Score -996694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Entering Unmasked Estep 
Score: -1152389.375000 Penalty: 2279.230225
	Iteration 0F: 2 clusters Score -1152389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1144873.500000 Penalty: 4558.460449
	Iteration 0F: 3 clusters Score -1144874 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1147266.625000 Penalty: 4558.460449
	Iteration 1F: 3 clusters Score -1147267 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1147649.750000 Penalty: 4558.460449
	Iteration 2F: 3 clusters Score -1147650 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1147954.375000 Penalty: 4558.460449
	Iteration 3F: 3 clusters Score -1147954 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1148207.500000 Penalty: 4558.460449
	Iteration 4F: 3 clusters Score -1148208 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1148464.125000 Penalty: 4558.460449
	Iteration 5Q: 3 clusters Score -1148464 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1148749.750000 Penalty: 4558.460449
	Iteration 6Q: 3 clusters Score -1148750 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1149066.750000 Penalty: 4558.460449
	Iteration 7Q: 3 clusters Score -1149067 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1149420.500000 Penalty: 4558.460449
	Iteration 8Q: 3 clusters Score -1149420 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1149797.875000 Penalty: 4558.460449
	Iteration 9Q: 3 clusters Score -1149798 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1150176.250000 Penalty: 4558.460449
	Iteration 10Q: 3 clusters Score -1150176 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1150457.500000 Penalty: 4558.460449
	Iteration 11Q: 3 clusters Score -1150458 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1150640.875000 Penalty: 4558.460449
	Iteration 12Q: 3 clusters Score -1150641 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1150747.750000 Penalty: 4558.460449
	Iteration 13Q: 3 clusters Score -1150748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1150816.750000 Penalty: 4558.460449
	Iteration 14Q: 3 clusters Score -1150817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1150854.750000 Penalty: 4558.460449
	Iteration 15Q: 3 clusters Score -1150855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1150874.500000 Penalty: 4558.460449
	Iteration 16Q: 3 clusters Score -1150874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1150891.625000 Penalty: 4558.460449
	Iteration 17Q: 3 clusters Score -1150892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1150897.250000 Penalty: 4558.460449
	Iteration 18Q: 3 clusters Score -1150897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1150904.000000 Penalty: 4558.460449
	Iteration 19Q: 3 clusters Score -1150904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1150907.250000 Penalty: 4558.460449
	Iteration 20F: 3 clusters Score -1150907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1150910.500000 Penalty: 4558.460449
	Iteration 21Q: 3 clusters Score -1150910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1150911.875000 Penalty: 4558.460449
	Iteration 22Q: 3 clusters Score -1150912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1150913.375000 Penalty: 4558.460449
	Iteration 23Q: 3 clusters Score -1150913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1150916.875000 Penalty: 4558.460449
	Iteration 24Q: 3 clusters Score -1150917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1150915.875000 Penalty: 4558.460449
	Iteration 25Q: 3 clusters Score -1150916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1150918.250000 Penalty: 4558.460449
	Iteration 26Q: 3 clusters Score -1150918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1150918.250000 Penalty: 4558.460449
	Iteration 27F: 3 clusters Score -1150918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Entering Unmasked Estep 
Score: -2464456.250000 Penalty: 2457.622559
	Iteration 0F: 2 clusters Score -2464456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2450258.500000 Penalty: 4915.245117
	Iteration 0F: 3 clusters Score -2450258 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2455163.500000 Penalty: 4915.245117
	Iteration 1F: 3 clusters Score -2455164 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2455593.250000 Penalty: 4915.245117
	Iteration 2F: 3 clusters Score -2455593 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2455960.250000 Penalty: 4915.245117
	Iteration 3Q: 3 clusters Score -2455960 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2456270.000000 Penalty: 4915.245117
	Iteration 4Q: 3 clusters Score -2456270 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2456561.500000 Penalty: 4915.245117
	Iteration 5Q: 3 clusters Score -2456562 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2456864.500000 Penalty: 4915.245117
	Iteration 6Q: 3 clusters Score -2456864 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2457158.000000 Penalty: 4915.245117
	Iteration 7Q: 3 clusters Score -2457158 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2457447.750000 Penalty: 4915.245117
	Iteration 8Q: 3 clusters Score -2457448 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2457716.500000 Penalty: 4915.245117
	Iteration 9Q: 3 clusters Score -2457716 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2458006.250000 Penalty: 4915.245117
	Iteration 10Q: 3 clusters Score -2458006 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2458305.500000 Penalty: 4915.245117
	Iteration 11Q: 3 clusters Score -2458306 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2458605.750000 Penalty: 4915.245117
	Iteration 12Q: 3 clusters Score -2458606 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2458894.750000 Penalty: 4915.245117
	Iteration 13Q: 3 clusters Score -2458895 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2459182.000000 Penalty: 4915.245117
	Iteration 14Q: 3 clusters Score -2459182 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2459428.250000 Penalty: 4915.245117
	Iteration 15Q: 3 clusters Score -2459428 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2459668.750000 Penalty: 4915.245117
	Iteration 16Q: 3 clusters Score -2459669 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2459916.000000 Penalty: 4915.245117
	Iteration 17Q: 3 clusters Score -2459916 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2460187.500000 Penalty: 4915.245117
	Iteration 18Q: 3 clusters Score -2460188 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2460426.000000 Penalty: 4915.245117
	Iteration 19Q: 3 clusters Score -2460426 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2460659.500000 Penalty: 4915.245117
	Iteration 20F: 3 clusters Score -2460660 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2460903.250000 Penalty: 4915.245117
	Iteration 21Q: 3 clusters Score -2460903 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2461146.750000 Penalty: 4915.245117
	Iteration 22Q: 3 clusters Score -2461147 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2461377.000000 Penalty: 4915.245117
	Iteration 23Q: 3 clusters Score -2461377 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2461580.000000 Penalty: 4915.245117
	Iteration 24Q: 3 clusters Score -2461580 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2461743.750000 Penalty: 4915.245117
	Iteration 25Q: 3 clusters Score -2461744 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2461888.000000 Penalty: 4915.245117
	Iteration 26Q: 3 clusters Score -2461888 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2462002.750000 Penalty: 4915.245117
	Iteration 27Q: 3 clusters Score -2462003 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2462084.500000 Penalty: 4915.245117
	Iteration 28Q: 3 clusters Score -2462084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2462154.250000 Penalty: 4915.245117
	Iteration 29Q: 3 clusters Score -2462154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2462207.500000 Penalty: 4915.245117
	Iteration 30Q: 3 clusters Score -2462208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2462254.750000 Penalty: 4915.245117
	Iteration 31Q: 3 clusters Score -2462255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2462281.250000 Penalty: 4915.245117
	Iteration 32Q: 3 clusters Score -2462281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2462291.750000 Penalty: 4915.245117
	Iteration 33Q: 3 clusters Score -2462292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2462308.000000 Penalty: 4915.245117
	Iteration 34Q: 3 clusters Score -2462308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2462332.500000 Penalty: 4915.245117
	Iteration 35Q: 3 clusters Score -2462332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2462347.750000 Penalty: 4915.245117
	Iteration 36Q: 3 clusters Score -2462348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2462361.000000 Penalty: 4915.245117
	Iteration 37Q: 3 clusters Score -2462361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2462367.500000 Penalty: 4915.245117
	Iteration 38Q: 3 clusters Score -2462368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2462376.750000 Penalty: 4915.245117
	Iteration 39Q: 3 clusters Score -2462377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2462387.000000 Penalty: 4915.245117
	Iteration 40F: 3 clusters Score -2462387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2462396.500000 Penalty: 4915.245117
	Iteration 41Q: 3 clusters Score -2462396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2462399.750000 Penalty: 4915.245117
	Iteration 42Q: 3 clusters Score -2462400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2462403.250000 Penalty: 4915.245117
	Iteration 43Q: 3 clusters Score -2462403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2462409.250000 Penalty: 4915.245117
	Iteration 44Q: 3 clusters Score -2462409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2462415.750000 Penalty: 4915.245117
	Iteration 45Q: 3 clusters Score -2462416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2462417.000000 Penalty: 4915.245117
	Iteration 46Q: 3 clusters Score -2462417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2462420.500000 Penalty: 4915.245117
	Iteration 47Q: 3 clusters Score -2462420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2462422.250000 Penalty: 4915.245117
	Iteration 48Q: 3 clusters Score -2462422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2462422.250000 Penalty: 4915.245117
	Iteration 49F: 3 clusters Score -2462422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Entering Unmasked Estep 
Score: -629826.000000 Penalty: 2136.081299
	Iteration 0F: 2 clusters Score -629826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -625022.750000 Penalty: 4272.162598
	Iteration 0F: 3 clusters Score -625022.8 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -626490.250000 Penalty: 4272.162598
	Iteration 1F: 3 clusters Score -626490.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -627010.937500 Penalty: 4272.162598
	Iteration 2F: 3 clusters Score -627010.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -627628.562500 Penalty: 4272.162598
	Iteration 3F: 3 clusters Score -627628.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -628137.250000 Penalty: 4272.162598
	Iteration 4F: 3 clusters Score -628137.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -628494.250000 Penalty: 4272.162598
	Iteration 5F: 3 clusters Score -628494.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -628708.812500 Penalty: 4272.162598
	Iteration 6Q: 3 clusters Score -628708.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -628820.312500 Penalty: 4272.162598
	Iteration 7Q: 3 clusters Score -628820.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -628885.437500 Penalty: 4272.162598
	Iteration 8Q: 3 clusters Score -628885.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -628933.187500 Penalty: 4272.162598
	Iteration 9Q: 3 clusters Score -628933.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -628965.625000 Penalty: 4272.162598
	Iteration 10Q: 3 clusters Score -628965.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -628985.687500 Penalty: 4272.162598
	Iteration 11Q: 3 clusters Score -628985.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -629005.437500 Penalty: 4272.162598
	Iteration 12Q: 3 clusters Score -629005.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -629017.875000 Penalty: 4272.162598
	Iteration 13Q: 3 clusters Score -629017.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -629034.312500 Penalty: 4272.162598
	Iteration 14Q: 3 clusters Score -629034.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -629047.062500 Penalty: 4272.162598
	Iteration 15Q: 3 clusters Score -629047.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -629054.562500 Penalty: 4272.162598
	Iteration 16Q: 3 clusters Score -629054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -629059.437500 Penalty: 4272.162598
	Iteration 17Q: 3 clusters Score -629059.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -629065.437500 Penalty: 4272.162598
	Iteration 18Q: 3 clusters Score -629065.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -629068.187500 Penalty: 4272.162598
	Iteration 19Q: 3 clusters Score -629068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -629070.812500 Penalty: 4272.162598
	Iteration 20F: 3 clusters Score -629070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -629071.250000 Penalty: 4272.162598
	Iteration 21Q: 3 clusters Score -629071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -629074.062500 Penalty: 4272.162598
	Iteration 22Q: 3 clusters Score -629074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -629074.562500 Penalty: 4272.162598
	Iteration 23Q: 3 clusters Score -629074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -629075.625000 Penalty: 4272.162598
	Iteration 24Q: 3 clusters Score -629075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -629077.937500 Penalty: 4272.162598
	Iteration 25Q: 3 clusters Score -629077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -629079.437500 Penalty: 4272.162598
	Iteration 26Q: 3 clusters Score -629079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -629081.062500 Penalty: 4272.162598
	Iteration 27Q: 3 clusters Score -629081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -629081.500000 Penalty: 4272.162598
	Iteration 28Q: 3 clusters Score -629081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -629081.750000 Penalty: 4272.162598
	Iteration 29Q: 3 clusters Score -629081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -629083.000000 Penalty: 4272.162598
	Iteration 30Q: 3 clusters Score -629083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -629083.000000 Penalty: 4272.162598
	Iteration 31F: 3 clusters Score -629083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1758262.875000 Penalty: 2373.733398
	Iteration 0F: 2 clusters Score -1758263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1747873.000000 Penalty: 4747.466797
	Iteration 0F: 3 clusters Score -1747873 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1751005.125000 Penalty: 4747.466797
	Iteration 1F: 3 clusters Score -1751005 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1751284.375000 Penalty: 4747.466797
	Iteration 2F: 3 clusters Score -1751284 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1751515.625000 Penalty: 4747.466797
	Iteration 3Q: 3 clusters Score -1751516 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1751749.000000 Penalty: 4747.466797
	Iteration 4Q: 3 clusters Score -1751749 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1751972.250000 Penalty: 4747.466797
	Iteration 5Q: 3 clusters Score -1751972 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1752237.125000 Penalty: 4747.466797
	Iteration 6Q: 3 clusters Score -1752237 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1752610.125000 Penalty: 4747.466797
	Iteration 7Q: 3 clusters Score -1752610 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1753061.125000 Penalty: 4747.466797
	Iteration 8Q: 3 clusters Score -1753061 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1753590.250000 Penalty: 4747.466797
	Iteration 9F: 3 clusters Score -1753590 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1754183.375000 Penalty: 4747.466797
	Iteration 10F: 3 clusters Score -1754183 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1754763.875000 Penalty: 4747.466797
	Iteration 11Q: 3 clusters Score -1754764 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1755254.500000 Penalty: 4747.466797
	Iteration 12Q: 3 clusters Score -1755254 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1755592.375000 Penalty: 4747.466797
	Iteration 13Q: 3 clusters Score -1755592 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1755800.000000 Penalty: 4747.466797
	Iteration 14Q: 3 clusters Score -1755800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1755931.625000 Penalty: 4747.466797
	Iteration 15Q: 3 clusters Score -1755932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1756019.375000 Penalty: 4747.466797
	Iteration 16Q: 3 clusters Score -1756019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1756074.000000 Penalty: 4747.466797
	Iteration 17Q: 3 clusters Score -1756074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1756096.500000 Penalty: 4747.466797
	Iteration 18Q: 3 clusters Score -1756096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1756120.500000 Penalty: 4747.466797
	Iteration 19Q: 3 clusters Score -1756120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1756135.875000 Penalty: 4747.466797
	Iteration 20F: 3 clusters Score -1756136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1756154.125000 Penalty: 4747.466797
	Iteration 21Q: 3 clusters Score -1756154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1756165.375000 Penalty: 4747.466797
	Iteration 22Q: 3 clusters Score -1756165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1756170.500000 Penalty: 4747.466797
	Iteration 23Q: 3 clusters Score -1756170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1756174.125000 Penalty: 4747.466797
	Iteration 24Q: 3 clusters Score -1756174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1756179.125000 Penalty: 4747.466797
	Iteration 25Q: 3 clusters Score -1756179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1756183.625000 Penalty: 4747.466797
	Iteration 26Q: 3 clusters Score -1756184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1756189.000000 Penalty: 4747.466797
	Iteration 27Q: 3 clusters Score -1756189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1756192.750000 Penalty: 4747.466797
	Iteration 28Q: 3 clusters Score -1756193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1756199.500000 Penalty: 4747.466797
	Iteration 29Q: 3 clusters Score -1756200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1756201.750000 Penalty: 4747.466797
	Iteration 30Q: 3 clusters Score -1756202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1756204.250000 Penalty: 4747.466797
	Iteration 31Q: 3 clusters Score -1756204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1756207.875000 Penalty: 4747.466797
	Iteration 32Q: 3 clusters Score -1756208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1756209.000000 Penalty: 4747.466797
	Iteration 33Q: 3 clusters Score -1756209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1756209.500000 Penalty: 4747.466797
	Iteration 34Q: 3 clusters Score -1756210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1756209.500000 Penalty: 4747.466797
	Iteration 35F: 3 clusters Score -1756210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Entering Unmasked Estep 
Score: -6737942.500000 Penalty: 2705.884521
	Iteration 0F: 2 clusters Score -6737942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -6701314.500000 Penalty: 5411.769043
	Iteration 0F: 3 clusters Score -6701314 nChanged 25409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -6715784.000000 Penalty: 5411.769043
	Iteration 1F: 3 clusters Score -6715784 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -6716964.500000 Penalty: 5411.769043
	Iteration 2F: 3 clusters Score -6716964 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6718482.000000 Penalty: 5411.769043
	Iteration 3F: 3 clusters Score -6718482 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -6720370.000000 Penalty: 5411.769043
	Iteration 4F: 3 clusters Score -6720370 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -6722248.500000 Penalty: 5411.769043
	Iteration 5F: 3 clusters Score -6722248 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -6724204.500000 Penalty: 5411.769043
	Iteration 6F: 3 clusters Score -6724204 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -6725962.500000 Penalty: 5411.769043
	Iteration 7F: 3 clusters Score -6725962 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -6727522.500000 Penalty: 5411.769043
	Iteration 8F: 3 clusters Score -6727522 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -6729078.500000 Penalty: 5411.769043
	Iteration 9Q: 3 clusters Score -6729078 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6730658.000000 Penalty: 5411.769043
	Iteration 10Q: 3 clusters Score -6730658 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -6732167.500000 Penalty: 5411.769043
	Iteration 11Q: 3 clusters Score -6732168 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6733373.500000 Penalty: 5411.769043
	Iteration 12Q: 3 clusters Score -6733374 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6734237.000000 Penalty: 5411.769043
	Iteration 13Q: 3 clusters Score -6734237 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6734753.500000 Penalty: 5411.769043
	Iteration 14Q: 3 clusters Score -6734754 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6735075.000000 Penalty: 5411.769043
	Iteration 15Q: 3 clusters Score -6735075 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6735287.000000 Penalty: 5411.769043
	Iteration 16Q: 3 clusters Score -6735287 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6735421.500000 Penalty: 5411.769043
	Iteration 17Q: 3 clusters Score -6735422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6735483.000000 Penalty: 5411.769043
	Iteration 18Q: 3 clusters Score -6735483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6735535.000000 Penalty: 5411.769043
	Iteration 19Q: 3 clusters Score -6735535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6735552.000000 Penalty: 5411.769043
	Iteration 20F: 3 clusters Score -6735552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6735565.000000 Penalty: 5411.769043
	Iteration 21Q: 3 clusters Score -6735565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6735588.500000 Penalty: 5411.769043
	Iteration 22Q: 3 clusters Score -6735588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6735608.000000 Penalty: 5411.769043
	Iteration 23Q: 3 clusters Score -6735608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6735622.000000 Penalty: 5411.769043
	Iteration 24Q: 3 clusters Score -6735622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6735644.500000 Penalty: 5411.769043
	Iteration 25Q: 3 clusters Score -6735644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6735656.500000 Penalty: 5411.769043
	Iteration 26Q: 3 clusters Score -6735656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6735651.500000 Penalty: 5411.769043
	Iteration 27Q: 3 clusters Score -6735652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6735662.000000 Penalty: 5411.769043
	Iteration 28Q: 3 clusters Score -6735662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6735675.000000 Penalty: 5411.769043
	Iteration 29Q: 3 clusters Score -6735675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6735690.000000 Penalty: 5411.769043
	Iteration 30Q: 3 clusters Score -6735690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6735679.500000 Penalty: 5411.769043
	Iteration 31Q: 3 clusters Score -6735680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6735683.000000 Penalty: 5411.769043
	Iteration 32Q: 3 clusters Score -6735683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6735683.000000 Penalty: 5411.769043
	Iteration 33Q: 3 clusters Score -6735683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6735683.000000 Penalty: 5411.769043
	Iteration 34Q: 3 clusters Score -6735683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6735702.000000 Penalty: 5411.769043
	Iteration 35Q: 3 clusters Score -6735702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6735707.500000 Penalty: 5411.769043
	Iteration 36Q: 3 clusters Score -6735708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6735712.000000 Penalty: 5411.769043
	Iteration 37Q: 3 clusters Score -6735712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6735719.500000 Penalty: 5411.769043
	Iteration 38Q: 3 clusters Score -6735720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6735722.000000 Penalty: 5411.769043
	Iteration 39Q: 3 clusters Score -6735722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6735722.000000 Penalty: 5411.769043
	Iteration 40F: 3 clusters Score -6735722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -703339.000000 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -703339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -698338.375000 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -698338.4 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -699537.875000 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -699537.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -699746.250000 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -699746.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -699883.250000 Penalty: 4294.539062
	Iteration 3Q: 3 clusters Score -699883.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -699972.000000 Penalty: 4294.539062
	Iteration 4Q: 3 clusters Score -699972 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -700043.625000 Penalty: 4294.539062
	Iteration 5Q: 3 clusters Score -700043.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -700103.687500 Penalty: 4294.539062
	Iteration 6Q: 3 clusters Score -700103.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -700155.250000 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -700155.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -700190.062500 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -700190.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -700218.250000 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -700218.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -700238.937500 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -700238.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -700258.500000 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -700258.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -700273.687500 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -700273.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -700294.062500 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -700294.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -700314.062500 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -700314.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -700332.312500 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -700332.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -700352.437500 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -700352.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -700375.750000 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -700375.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -700401.062500 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -700401.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -700431.187500 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -700431.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -700469.125000 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -700469.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -700507.750000 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -700507.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -700547.312500 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -700547.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -700593.375000 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -700593.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -700642.250000 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -700642.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -700708.625000 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -700708.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -700791.437500 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -700791.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -700872.625000 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -700872.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -700952.500000 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -700952.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -701036.750000 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -701036.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -701121.187500 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -701121.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -701201.437500 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -701201.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -701272.812500 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -701272.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -701328.875000 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -701328.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -701358.312500 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -701358.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -701380.937500 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -701380.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -701395.812500 Penalty: 4294.539062
	Iteration 36Q: 3 clusters Score -701395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -701407.937500 Penalty: 4294.539062
	Iteration 37Q: 3 clusters Score -701407.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -701424.062500 Penalty: 4294.539062
	Iteration 38Q: 3 clusters Score -701424.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -701437.312500 Penalty: 4294.539062
	Iteration 39Q: 3 clusters Score -701437.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -701450.250000 Penalty: 4294.539062
	Iteration 40F: 3 clusters Score -701450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -701459.062500 Penalty: 4294.539062
	Iteration 41Q: 3 clusters Score -701459.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -701465.312500 Penalty: 4294.539062
	Iteration 42Q: 3 clusters Score -701465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -701471.937500 Penalty: 4294.539062
	Iteration 43Q: 3 clusters Score -701471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -701475.125000 Penalty: 4294.539062
	Iteration 44Q: 3 clusters Score -701475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -701477.500000 Penalty: 4294.539062
	Iteration 45Q: 3 clusters Score -701477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -701479.000000 Penalty: 4294.539062
	Iteration 46Q: 3 clusters Score -701479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -701480.062500 Penalty: 4294.539062
	Iteration 47Q: 3 clusters Score -701480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -701479.687500 Penalty: 4294.539062
	Iteration 48Q: 3 clusters Score -701479.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -701479.687500 Penalty: 4294.539062
	Iteration 49F: 3 clusters Score -701479.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170508 members 
Entering Unmasked Estep 
Score: -21178420.000000 Penalty: 2987.541260
	Iteration 0F: 2 clusters Score -2.117842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -21066086.000000 Penalty: 5975.082520
	Iteration 0F: 3 clusters Score -2.106609e+07 nChanged 81569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -21113080.000000 Penalty: 5975.082520
	Iteration 1F: 3 clusters Score -2.111308e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -21113838.000000 Penalty: 5975.082520
	Iteration 2Q: 3 clusters Score -2.111384e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -21114842.000000 Penalty: 5975.082520
	Iteration 3Q: 3 clusters Score -2.111484e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -21116332.000000 Penalty: 5975.082520
	Iteration 4Q: 3 clusters Score -2.111633e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -21118398.000000 Penalty: 5975.082520
	Iteration 5Q: 3 clusters Score -2.11184e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -21121198.000000 Penalty: 5975.082520
	Iteration 6Q: 3 clusters Score -2.11212e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -21125978.000000 Penalty: 5975.082520
	Iteration 7F: 3 clusters Score -2.112598e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -21132814.000000 Penalty: 5975.082520
	Iteration 8F: 3 clusters Score -2.113281e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 120308 members 
Entering Unmasked Estep 
Score: -21141614.000000 Penalty: 5975.082520
	Iteration 9F: 3 clusters Score -2.114161e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 130900 members 
Entering Unmasked Estep 
Score: -21151702.000000 Penalty: 5975.082520
	Iteration 10F: 3 clusters Score -2.11517e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -21160784.000000 Penalty: 5975.082520
	Iteration 11F: 3 clusters Score -2.116078e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -21167376.000000 Penalty: 5975.082520
	Iteration 12Q: 3 clusters Score -2.116738e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -21171214.000000 Penalty: 5975.082520
	Iteration 13Q: 3 clusters Score -2.117121e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 151318 members 
Entering Unmasked Estep 
Score: -21172996.000000 Penalty: 5975.082520
	Iteration 14Q: 3 clusters Score -2.1173e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 152832 members 
Entering Unmasked Estep 
Score: -21173850.000000 Penalty: 5975.082520
	Iteration 15Q: 3 clusters Score -2.117385e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 154167 members 
Entering Unmasked Estep 
Score: -21174502.000000 Penalty: 5975.082520
	Iteration 16Q: 3 clusters Score -2.11745e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -21174812.000000 Penalty: 5975.082520
	Iteration 17Q: 3 clusters Score -2.117481e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 156306 members 
Entering Unmasked Estep 
Score: -21175182.000000 Penalty: 5975.082520
	Iteration 18Q: 3 clusters Score -2.117518e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -21175468.000000 Penalty: 5975.082520
	Iteration 19Q: 3 clusters Score -2.117547e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -21175630.000000 Penalty: 5975.082520
	Iteration 20F: 3 clusters Score -2.117563e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -21175748.000000 Penalty: 5975.082520
	Iteration 21Q: 3 clusters Score -2.117575e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 159419 members 
Entering Unmasked Estep 
Score: -21175936.000000 Penalty: 5975.082520
	Iteration 22Q: 3 clusters Score -2.117594e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -21176040.000000 Penalty: 5975.082520
	Iteration 23Q: 3 clusters Score -2.117604e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -21176084.000000 Penalty: 5975.082520
	Iteration 24Q: 3 clusters Score -2.117608e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 161135 members 
Entering Unmasked Estep 
Score: -21176138.000000 Penalty: 5975.082520
	Iteration 25Q: 3 clusters Score -2.117614e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -21176202.000000 Penalty: 5975.082520
	Iteration 26Q: 3 clusters Score -2.11762e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -21176322.000000 Penalty: 5975.082520
	Iteration 27Q: 3 clusters Score -2.117632e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -21176424.000000 Penalty: 5975.082520
	Iteration 28Q: 3 clusters Score -2.117642e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -21176468.000000 Penalty: 5975.082520
	Iteration 29Q: 3 clusters Score -2.117647e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -21176508.000000 Penalty: 5975.082520
	Iteration 30Q: 3 clusters Score -2.117651e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 163633 members 
Entering Unmasked Estep 
Score: -21176530.000000 Penalty: 5975.082520
	Iteration 31Q: 3 clusters Score -2.117653e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -21176560.000000 Penalty: 5975.082520
	Iteration 32Q: 3 clusters Score -2.117656e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -21176610.000000 Penalty: 5975.082520
	Iteration 33Q: 3 clusters Score -2.117661e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -21176600.000000 Penalty: 5975.082520
	Iteration 34Q: 3 clusters Score -2.11766e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 164600 members 
Entering Unmasked Estep 
Score: -21176612.000000 Penalty: 5975.082520
	Iteration 35Q: 3 clusters Score -2.117661e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -21176664.000000 Penalty: 5975.082520
	Iteration 36Q: 3 clusters Score -2.117666e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -21176710.000000 Penalty: 5975.082520
	Iteration 37Q: 3 clusters Score -2.117671e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 165142 members 
Entering Unmasked Estep 
Score: -21176710.000000 Penalty: 5975.082520
	Iteration 38Q: 3 clusters Score -2.117671e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -21176690.000000 Penalty: 5975.082520
	Iteration 39Q: 3 clusters Score -2.117669e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 165395 members 
Entering Unmasked Estep 
Score: -21176688.000000 Penalty: 5975.082520
	Iteration 40F: 3 clusters Score -2.117669e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -21176700.000000 Penalty: 5975.082520
	Iteration 41Q: 3 clusters Score -2.11767e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -21176754.000000 Penalty: 5975.082520
	Iteration 42Q: 3 clusters Score -2.117675e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 165732 members 
Entering Unmasked Estep 
Score: -21176756.000000 Penalty: 5975.082520
	Iteration 43Q: 3 clusters Score -2.117676e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -21176770.000000 Penalty: 5975.082520
	Iteration 44Q: 3 clusters Score -2.117677e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -21176768.000000 Penalty: 5975.082520
	Iteration 45Q: 3 clusters Score -2.117677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 165875 members 
Entering Unmasked Estep 
Score: -21176766.000000 Penalty: 5975.082520
	Iteration 46Q: 3 clusters Score -2.117677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 165905 members 
Entering Unmasked Estep 
Score: -21176748.000000 Penalty: 5975.082520
	Iteration 47Q: 3 clusters Score -2.117675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 165936 members 
Entering Unmasked Estep 
Score: -21176784.000000 Penalty: 5975.082520
	Iteration 48Q: 3 clusters Score -2.117678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -21176766.000000 Penalty: 5975.082520
	Iteration 49Q: 3 clusters Score -2.117677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 166018 members 
Entering Unmasked Estep 
Score: -21176746.000000 Penalty: 5975.082520
	Iteration 50Q: 3 clusters Score -2.117675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 166052 members 
Entering Unmasked Estep 
Score: -21176760.000000 Penalty: 5975.082520
	Iteration 51Q: 3 clusters Score -2.117676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 166085 members 
Entering Unmasked Estep 
Score: -21176762.000000 Penalty: 5975.082520
	Iteration 52Q: 3 clusters Score -2.117676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 166113 members 
Entering Unmasked Estep 
Score: -21176760.000000 Penalty: 5975.082520
	Iteration 53Q: 3 clusters Score -2.117676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 166140 members 
Entering Unmasked Estep 
Score: -21176764.000000 Penalty: 5975.082520
	Iteration 54Q: 3 clusters Score -2.117676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 166169 members 
Entering Unmasked Estep 
Score: -21176762.000000 Penalty: 5975.082520
	Iteration 55Q: 3 clusters Score -2.117676e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -21176778.000000 Penalty: 5975.082520
	Iteration 56Q: 3 clusters Score -2.117678e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -21176762.000000 Penalty: 5975.082520
	Iteration 57Q: 3 clusters Score -2.117676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 166260 members 
Entering Unmasked Estep 
Score: -21176794.000000 Penalty: 5975.082520
	Iteration 58Q: 3 clusters Score -2.117679e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -21176776.000000 Penalty: 5975.082520
	Iteration 59Q: 3 clusters Score -2.117678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -21176778.000000 Penalty: 5975.082520
	Iteration 60F: 3 clusters Score -2.117678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -21176800.000000 Penalty: 5975.082520
	Iteration 61Q: 3 clusters Score -2.11768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -21176792.000000 Penalty: 5975.082520
	Iteration 62Q: 3 clusters Score -2.117679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -21176796.000000 Penalty: 5975.082520
	Iteration 63Q: 3 clusters Score -2.11768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 166481 members 
Entering Unmasked Estep 
Score: -21176794.000000 Penalty: 5975.082520
	Iteration 64Q: 3 clusters Score -2.117679e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -21176804.000000 Penalty: 5975.082520
	Iteration 65Q: 3 clusters Score -2.11768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 166561 members 
Entering Unmasked Estep 
Score: -21176802.000000 Penalty: 5975.082520
	Iteration 66Q: 3 clusters Score -2.11768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 166591 members 
Entering Unmasked Estep 
Score: -21176794.000000 Penalty: 5975.082520
	Iteration 67Q: 3 clusters Score -2.117679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 166613 members 
Entering Unmasked Estep 
Score: -21176810.000000 Penalty: 5975.082520
	Iteration 68Q: 3 clusters Score -2.117681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -21176828.000000 Penalty: 5975.082520
	Iteration 69Q: 3 clusters Score -2.117683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -21176862.000000 Penalty: 5975.082520
	Iteration 70Q: 3 clusters Score -2.117686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -21176848.000000 Penalty: 5975.082520
	Iteration 71Q: 3 clusters Score -2.117685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -21176836.000000 Penalty: 5975.082520
	Iteration 72Q: 3 clusters Score -2.117684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -21176820.000000 Penalty: 5975.082520
	Iteration 73Q: 3 clusters Score -2.117682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 166754 members 
Entering Unmasked Estep 
Score: -21176836.000000 Penalty: 5975.082520
	Iteration 74Q: 3 clusters Score -2.117684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 166770 members 
Entering Unmasked Estep 
Score: -21176838.000000 Penalty: 5975.082520
	Iteration 75Q: 3 clusters Score -2.117684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 166787 members 
Entering Unmasked Estep 
Score: -21176842.000000 Penalty: 5975.082520
	Iteration 76Q: 3 clusters Score -2.117684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 166804 members 
Entering Unmasked Estep 
Score: -21176832.000000 Penalty: 5975.082520
	Iteration 77Q: 3 clusters Score -2.117683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 166814 members 
Entering Unmasked Estep 
Score: -21176820.000000 Penalty: 5975.082520
	Iteration 78Q: 3 clusters Score -2.117682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 166823 members 
Entering Unmasked Estep 
Score: -21176822.000000 Penalty: 5975.082520
	Iteration 79Q: 3 clusters Score -2.117682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -21176844.000000 Penalty: 5975.082520
	Iteration 80F: 3 clusters Score -2.117684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 166843 members 
Entering Unmasked Estep 
Score: -21176834.000000 Penalty: 5975.082520
	Iteration 81Q: 3 clusters Score -2.117683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 166855 members 
Entering Unmasked Estep 
Score: -21176824.000000 Penalty: 5975.082520
	Iteration 82Q: 3 clusters Score -2.117682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -21176818.000000 Penalty: 5975.082520
	Iteration 83Q: 3 clusters Score -2.117682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 166875 members 
Entering Unmasked Estep 
Score: -21176816.000000 Penalty: 5975.082520
	Iteration 84Q: 3 clusters Score -2.117682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 166883 members 
Entering Unmasked Estep 
Score: -21176804.000000 Penalty: 5975.082520
	Iteration 85Q: 3 clusters Score -2.11768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -21176800.000000 Penalty: 5975.082520
	Iteration 86Q: 3 clusters Score -2.11768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 166900 members 
Entering Unmasked Estep 
Score: -21176796.000000 Penalty: 5975.082520
	Iteration 87Q: 3 clusters Score -2.11768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -21176788.000000 Penalty: 5975.082520
	Iteration 88Q: 3 clusters Score -2.117679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 166910 members 
Entering Unmasked Estep 
Score: -21176780.000000 Penalty: 5975.082520
	Iteration 89Q: 3 clusters Score -2.117678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 166914 members 
Entering Unmasked Estep 
Score: -21176784.000000 Penalty: 5975.082520
	Iteration 90Q: 3 clusters Score -2.117678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 166916 members 
Entering Unmasked Estep 
Score: -21176788.000000 Penalty: 5975.082520
	Iteration 91Q: 3 clusters Score -2.117679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 166921 members 
Entering Unmasked Estep 
Score: -21176790.000000 Penalty: 5975.082520
	Iteration 92Q: 3 clusters Score -2.117679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 166926 members 
Entering Unmasked Estep 
Score: -21176802.000000 Penalty: 5975.082520
	Iteration 93Q: 3 clusters Score -2.11768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 166931 members 
Entering Unmasked Estep 
Score: -21176792.000000 Penalty: 5975.082520
	Iteration 94Q: 3 clusters Score -2.117679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -21176790.000000 Penalty: 5975.082520
	Iteration 95Q: 3 clusters Score -2.117679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -21176790.000000 Penalty: 5975.082520
	Iteration 96Q: 3 clusters Score -2.117679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -21176790.000000 Penalty: 5975.082520
	Iteration 97F: 3 clusters Score -2.117679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Entering Unmasked Estep 
Score: -21288220.000000 Penalty: 2988.192139
	Iteration 0F: 2 clusters Score -2.128822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 85746 members 
Entering Unmasked Estep 
Score: -21176104.000000 Penalty: 5976.384277
	Iteration 0F: 3 clusters Score -2.11761e+07 nChanged 81835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -21223840.000000 Penalty: 5976.384277
	Iteration 1F: 3 clusters Score -2.122384e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -21225102.000000 Penalty: 5976.384277
	Iteration 2Q: 3 clusters Score -2.12251e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -21227540.000000 Penalty: 5976.384277
	Iteration 3Q: 3 clusters Score -2.122754e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -21231718.000000 Penalty: 5976.384277
	Iteration 4F: 3 clusters Score -2.123172e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 121496 members 
Entering Unmasked Estep 
Score: -21239898.000000 Penalty: 5976.384277
	Iteration 5F: 3 clusters Score -2.12399e+07 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -21253002.000000 Penalty: 5976.384277
	Iteration 6F: 3 clusters Score -2.1253e+07 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 152229 members 
Entering Unmasked Estep 
Score: -21268378.000000 Penalty: 5976.384277
	Iteration 7F: 3 clusters Score -2.126838e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -21278904.000000 Penalty: 5976.384277
	Iteration 8F: 3 clusters Score -2.12789e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -21283478.000000 Penalty: 5976.384277
	Iteration 9Q: 3 clusters Score -2.128348e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -21284878.000000 Penalty: 5976.384277
	Iteration 10Q: 3 clusters Score -2.128488e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 170574 members 
Entering Unmasked Estep 
Score: -21285278.000000 Penalty: 5976.384277
	Iteration 11Q: 3 clusters Score -2.128528e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 170689 members 
Entering Unmasked Estep 
Score: -21285444.000000 Penalty: 5976.384277
	Iteration 12Q: 3 clusters Score -2.128544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -21285522.000000 Penalty: 5976.384277
	Iteration 13Q: 3 clusters Score -2.128552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170741 members 
Entering Unmasked Estep 
Score: -21285568.000000 Penalty: 5976.384277
	Iteration 14Q: 3 clusters Score -2.128557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170741 members 
Entering Unmasked Estep 
Score: -21285578.000000 Penalty: 5976.384277
	Iteration 15Q: 3 clusters Score -2.128558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170740 members 
Entering Unmasked Estep 
Score: -21285586.000000 Penalty: 5976.384277
	Iteration 16Q: 3 clusters Score -2.128559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -21285598.000000 Penalty: 5976.384277
	Iteration 17Q: 3 clusters Score -2.12856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170745 members 
Entering Unmasked Estep 
Score: -21285594.000000 Penalty: 5976.384277
	Iteration 18Q: 3 clusters Score -2.128559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170745 members 
Entering Unmasked Estep 
Score: -21285594.000000 Penalty: 5976.384277
	Iteration 19Q: 3 clusters Score -2.128559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -21285604.000000 Penalty: 5976.384277
	Iteration 20F: 3 clusters Score -2.12856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170746 members 
Entering Unmasked Estep 
Score: -21285606.000000 Penalty: 5976.384277
	Iteration 21Q: 3 clusters Score -2.128561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -21285600.000000 Penalty: 5976.384277
	Iteration 22Q: 3 clusters Score -2.12856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -21285600.000000 Penalty: 5976.384277
	Iteration 23F: 3 clusters Score -2.12856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Entering Unmasked Estep 
Score: -4340895.500000 Penalty: 2605.277100
	Iteration 0F: 2 clusters Score -4340896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4316137.500000 Penalty: 5210.554199
	Iteration 0F: 3 clusters Score -4316138 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4325380.500000 Penalty: 5210.554199
	Iteration 1F: 3 clusters Score -4325380 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4326079.000000 Penalty: 5210.554199
	Iteration 2F: 3 clusters Score -4326079 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4326756.000000 Penalty: 5210.554199
	Iteration 3Q: 3 clusters Score -4326756 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4327518.000000 Penalty: 5210.554199
	Iteration 4Q: 3 clusters Score -4327518 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4328516.000000 Penalty: 5210.554199
	Iteration 5F: 3 clusters Score -4328516 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4329776.500000 Penalty: 5210.554199
	Iteration 6F: 3 clusters Score -4329776 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -4331497.500000 Penalty: 5210.554199
	Iteration 7F: 3 clusters Score -4331498 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -4333431.500000 Penalty: 5210.554199
	Iteration 8F: 3 clusters Score -4333432 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4335357.000000 Penalty: 5210.554199
	Iteration 9F: 3 clusters Score -4335357 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4336850.000000 Penalty: 5210.554199
	Iteration 10Q: 3 clusters Score -4336850 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4337736.000000 Penalty: 5210.554199
	Iteration 11Q: 3 clusters Score -4337736 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4338182.500000 Penalty: 5210.554199
	Iteration 12Q: 3 clusters Score -4338182 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4338439.500000 Penalty: 5210.554199
	Iteration 13Q: 3 clusters Score -4338440 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4338563.000000 Penalty: 5210.554199
	Iteration 14Q: 3 clusters Score -4338563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4338625.500000 Penalty: 5210.554199
	Iteration 15Q: 3 clusters Score -4338626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4338669.500000 Penalty: 5210.554199
	Iteration 16Q: 3 clusters Score -4338670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4338678.500000 Penalty: 5210.554199
	Iteration 17Q: 3 clusters Score -4338678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4338694.500000 Penalty: 5210.554199
	Iteration 18Q: 3 clusters Score -4338694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4338708.500000 Penalty: 5210.554199
	Iteration 19Q: 3 clusters Score -4338708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4338709.000000 Penalty: 5210.554199
	Iteration 20F: 3 clusters Score -4338709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4338722.500000 Penalty: 5210.554199
	Iteration 21Q: 3 clusters Score -4338722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4338726.000000 Penalty: 5210.554199
	Iteration 22Q: 3 clusters Score -4338726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4338728.500000 Penalty: 5210.554199
	Iteration 23Q: 3 clusters Score -4338728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4338727.500000 Penalty: 5210.554199
	Iteration 24Q: 3 clusters Score -4338728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4338730.500000 Penalty: 5210.554199
	Iteration 25Q: 3 clusters Score -4338730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4338731.000000 Penalty: 5210.554199
	Iteration 26Q: 3 clusters Score -4338731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4338731.500000 Penalty: 5210.554199
	Iteration 27Q: 3 clusters Score -4338732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4338735.000000 Penalty: 5210.554199
	Iteration 28Q: 3 clusters Score -4338735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4338737.500000 Penalty: 5210.554199
	Iteration 29Q: 3 clusters Score -4338738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4338738.000000 Penalty: 5210.554199
	Iteration 30Q: 3 clusters Score -4338738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4338738.000000 Penalty: 5210.554199
	Iteration 31F: 3 clusters Score -4338738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -688213.687500 Penalty: 2146.708984
	Iteration 0F: 2 clusters Score -688213.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -683206.375000 Penalty: 4293.417969
	Iteration 0F: 3 clusters Score -683206.4 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -684450.687500 Penalty: 4293.417969
	Iteration 1F: 3 clusters Score -684450.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -684704.000000 Penalty: 4293.417969
	Iteration 2F: 3 clusters Score -684704 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -684883.187500 Penalty: 4293.417969
	Iteration 3F: 3 clusters Score -684883.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -685051.437500 Penalty: 4293.417969
	Iteration 4Q: 3 clusters Score -685051.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -685192.187500 Penalty: 4293.417969
	Iteration 5Q: 3 clusters Score -685192.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -685340.875000 Penalty: 4293.417969
	Iteration 6Q: 3 clusters Score -685340.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -685475.062500 Penalty: 4293.417969
	Iteration 7Q: 3 clusters Score -685475.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -685606.375000 Penalty: 4293.417969
	Iteration 8Q: 3 clusters Score -685606.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -685760.187500 Penalty: 4293.417969
	Iteration 9Q: 3 clusters Score -685760.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -685907.125000 Penalty: 4293.417969
	Iteration 10Q: 3 clusters Score -685907.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -686058.500000 Penalty: 4293.417969
	Iteration 11Q: 3 clusters Score -686058.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -686182.562500 Penalty: 4293.417969
	Iteration 12Q: 3 clusters Score -686182.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -686319.937500 Penalty: 4293.417969
	Iteration 13Q: 3 clusters Score -686319.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -686458.500000 Penalty: 4293.417969
	Iteration 14Q: 3 clusters Score -686458.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -686613.500000 Penalty: 4293.417969
	Iteration 15Q: 3 clusters Score -686613.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -686789.937500 Penalty: 4293.417969
	Iteration 16Q: 3 clusters Score -686789.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -686954.625000 Penalty: 4293.417969
	Iteration 17Q: 3 clusters Score -686954.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -687061.250000 Penalty: 4293.417969
	Iteration 18Q: 3 clusters Score -687061.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -687123.937500 Penalty: 4293.417969
	Iteration 19Q: 3 clusters Score -687123.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -687157.750000 Penalty: 4293.417969
	Iteration 20F: 3 clusters Score -687157.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -687179.625000 Penalty: 4293.417969
	Iteration 21Q: 3 clusters Score -687179.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -687191.062500 Penalty: 4293.417969
	Iteration 22Q: 3 clusters Score -687191.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -687195.312500 Penalty: 4293.417969
	Iteration 23Q: 3 clusters Score -687195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -687197.125000 Penalty: 4293.417969
	Iteration 24Q: 3 clusters Score -687197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -687200.500000 Penalty: 4293.417969
	Iteration 25Q: 3 clusters Score -687200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -687201.562500 Penalty: 4293.417969
	Iteration 26Q: 3 clusters Score -687201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -687202.375000 Penalty: 4293.417969
	Iteration 27Q: 3 clusters Score -687202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -687202.375000 Penalty: 4293.417969
	Iteration 28F: 3 clusters Score -687202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -24231.644531 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -24231.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23135.787109 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -23135.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23249.541016 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -23249.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23268.222656 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -23268.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23290.421875 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -23290.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23290.421875 Penalty: 2726.595459
	Iteration 4F: 3 clusters Score -23290.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -561095.937500 Penalty: 2100.377197
	Iteration 0F: 2 clusters Score -561095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -556704.187500 Penalty: 4200.754395
	Iteration 0F: 3 clusters Score -556704.2 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -557706.687500 Penalty: 4200.754395
	Iteration 1F: 3 clusters Score -557706.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -557955.125000 Penalty: 4200.754395
	Iteration 2F: 3 clusters Score -557955.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -558123.437500 Penalty: 4200.754395
	Iteration 3F: 3 clusters Score -558123.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -558242.062500 Penalty: 4200.754395
	Iteration 4Q: 3 clusters Score -558242.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -558322.687500 Penalty: 4200.754395
	Iteration 5Q: 3 clusters Score -558322.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -558391.750000 Penalty: 4200.754395
	Iteration 6Q: 3 clusters Score -558391.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -558448.250000 Penalty: 4200.754395
	Iteration 7Q: 3 clusters Score -558448.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -558499.375000 Penalty: 4200.754395
	Iteration 8Q: 3 clusters Score -558499.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -558538.187500 Penalty: 4200.754395
	Iteration 9Q: 3 clusters Score -558538.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -558575.625000 Penalty: 4200.754395
	Iteration 10Q: 3 clusters Score -558575.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -558617.937500 Penalty: 4200.754395
	Iteration 11Q: 3 clusters Score -558617.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -558659.062500 Penalty: 4200.754395
	Iteration 12Q: 3 clusters Score -558659.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -558703.437500 Penalty: 4200.754395
	Iteration 13Q: 3 clusters Score -558703.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -558737.625000 Penalty: 4200.754395
	Iteration 14Q: 3 clusters Score -558737.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -558766.062500 Penalty: 4200.754395
	Iteration 15Q: 3 clusters Score -558766.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -558791.375000 Penalty: 4200.754395
	Iteration 16Q: 3 clusters Score -558791.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -558813.875000 Penalty: 4200.754395
	Iteration 17Q: 3 clusters Score -558813.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -558831.750000 Penalty: 4200.754395
	Iteration 18Q: 3 clusters Score -558831.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -558848.125000 Penalty: 4200.754395
	Iteration 19Q: 3 clusters Score -558848.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -558861.250000 Penalty: 4200.754395
	Iteration 20F: 3 clusters Score -558861.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -558878.500000 Penalty: 4200.754395
	Iteration 21Q: 3 clusters Score -558878.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -558893.812500 Penalty: 4200.754395
	Iteration 22Q: 3 clusters Score -558893.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -558914.625000 Penalty: 4200.754395
	Iteration 23Q: 3 clusters Score -558914.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -558934.500000 Penalty: 4200.754395
	Iteration 24Q: 3 clusters Score -558934.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -558958.375000 Penalty: 4200.754395
	Iteration 25Q: 3 clusters Score -558958.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -558992.125000 Penalty: 4200.754395
	Iteration 26Q: 3 clusters Score -558992.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -559027.562500 Penalty: 4200.754395
	Iteration 27Q: 3 clusters Score -559027.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -559068.312500 Penalty: 4200.754395
	Iteration 28Q: 3 clusters Score -559068.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -559112.000000 Penalty: 4200.754395
	Iteration 29Q: 3 clusters Score -559112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -559157.500000 Penalty: 4200.754395
	Iteration 30Q: 3 clusters Score -559157.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -559211.562500 Penalty: 4200.754395
	Iteration 31Q: 3 clusters Score -559211.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -559266.750000 Penalty: 4200.754395
	Iteration 32Q: 3 clusters Score -559266.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -559315.625000 Penalty: 4200.754395
	Iteration 33Q: 3 clusters Score -559315.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -559357.000000 Penalty: 4200.754395
	Iteration 34Q: 3 clusters Score -559357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -559382.625000 Penalty: 4200.754395
	Iteration 35Q: 3 clusters Score -559382.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -559406.812500 Penalty: 4200.754395
	Iteration 36Q: 3 clusters Score -559406.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -559434.250000 Penalty: 4200.754395
	Iteration 37Q: 3 clusters Score -559434.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -559455.375000 Penalty: 4200.754395
	Iteration 38Q: 3 clusters Score -559455.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -559476.062500 Penalty: 4200.754395
	Iteration 39Q: 3 clusters Score -559476.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -559499.937500 Penalty: 4200.754395
	Iteration 40F: 3 clusters Score -559499.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -559522.250000 Penalty: 4200.754395
	Iteration 41Q: 3 clusters Score -559522.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -559548.437500 Penalty: 4200.754395
	Iteration 42Q: 3 clusters Score -559548.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -559562.125000 Penalty: 4200.754395
	Iteration 43Q: 3 clusters Score -559562.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -559575.125000 Penalty: 4200.754395
	Iteration 44Q: 3 clusters Score -559575.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -559596.125000 Penalty: 4200.754395
	Iteration 45Q: 3 clusters Score -559596.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -559621.687500 Penalty: 4200.754395
	Iteration 46Q: 3 clusters Score -559621.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -559645.375000 Penalty: 4200.754395
	Iteration 47Q: 3 clusters Score -559645.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -559668.562500 Penalty: 4200.754395
	Iteration 48Q: 3 clusters Score -559668.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -559688.937500 Penalty: 4200.754395
	Iteration 49Q: 3 clusters Score -559688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -559694.500000 Penalty: 4200.754395
	Iteration 50Q: 3 clusters Score -559694.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -559698.812500 Penalty: 4200.754395
	Iteration 51Q: 3 clusters Score -559698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -559700.937500 Penalty: 4200.754395
	Iteration 52Q: 3 clusters Score -559700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -559701.937500 Penalty: 4200.754395
	Iteration 53Q: 3 clusters Score -559701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -559703.437500 Penalty: 4200.754395
	Iteration 54Q: 3 clusters Score -559703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -559702.937500 Penalty: 4200.754395
	Iteration 55Q: 3 clusters Score -559702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -559704.562500 Penalty: 4200.754395
	Iteration 56Q: 3 clusters Score -559704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -559705.187500 Penalty: 4200.754395
	Iteration 57Q: 3 clusters Score -559705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -559705.187500 Penalty: 4200.754395
	Iteration 58F: 3 clusters Score -559705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Entering Unmasked Estep 
Score: -2474137.500000 Penalty: 2457.745605
	Iteration 0F: 2 clusters Score -2474138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2460031.750000 Penalty: 4915.491211
	Iteration 0F: 3 clusters Score -2460032 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2464852.500000 Penalty: 4915.491211
	Iteration 1F: 3 clusters Score -2464852 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2465479.000000 Penalty: 4915.491211
	Iteration 2F: 3 clusters Score -2465479 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2466246.250000 Penalty: 4915.491211
	Iteration 3F: 3 clusters Score -2466246 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2467206.750000 Penalty: 4915.491211
	Iteration 4F: 3 clusters Score -2467207 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2468452.250000 Penalty: 4915.491211
	Iteration 5F: 3 clusters Score -2468452 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2469881.750000 Penalty: 4915.491211
	Iteration 6F: 3 clusters Score -2469882 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2471204.250000 Penalty: 4915.491211
	Iteration 7F: 3 clusters Score -2471204 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2472396.750000 Penalty: 4915.491211
	Iteration 8F: 3 clusters Score -2472397 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2473304.000000 Penalty: 4915.491211
	Iteration 9Q: 3 clusters Score -2473304 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2473796.250000 Penalty: 4915.491211
	Iteration 10Q: 3 clusters Score -2473796 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2474062.000000 Penalty: 4915.491211
	Iteration 11Q: 3 clusters Score -2474062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2474188.750000 Penalty: 4915.491211
	Iteration 12Q: 3 clusters Score -2474189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2474228.000000 Penalty: 4915.491211
	Iteration 13Q: 3 clusters Score -2474228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2474252.000000 Penalty: 4915.491211
	Iteration 14Q: 3 clusters Score -2474252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2474254.500000 Penalty: 4915.491211
	Iteration 15Q: 3 clusters Score -2474254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2474261.500000 Penalty: 4915.491211
	Iteration 16Q: 3 clusters Score -2474262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2474259.500000 Penalty: 4915.491211
	Iteration 17Q: 3 clusters Score -2474260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2474258.500000 Penalty: 4915.491211
	Iteration 18Q: 3 clusters Score -2474258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2474255.250000 Penalty: 4915.491211
	Iteration 19Q: 3 clusters Score -2474255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2474261.500000 Penalty: 4915.491211
	Iteration 20F: 3 clusters Score -2474262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2474265.750000 Penalty: 4915.491211
	Iteration 21Q: 3 clusters Score -2474266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2474263.750000 Penalty: 4915.491211
	Iteration 22Q: 3 clusters Score -2474264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2474266.000000 Penalty: 4915.491211
	Iteration 23Q: 3 clusters Score -2474266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2474268.500000 Penalty: 4915.491211
	Iteration 24Q: 3 clusters Score -2474268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2474268.250000 Penalty: 4915.491211
	Iteration 25Q: 3 clusters Score -2474268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2474267.250000 Penalty: 4915.491211
	Iteration 26Q: 3 clusters Score -2474267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2474267.250000 Penalty: 4915.491211
	Iteration 27F: 3 clusters Score -2474267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21188 members 
Mstep: Class 13 contains 169735 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 5504 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 54766 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 170508 members 
Mstep: Class 22 contains 170956 members 
Mstep: Class 23 contains 36503 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 16749 members 
Mstep: Class 28 contains 28773 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175748 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 3387 members 
Entering Unmasked Estep 
Score: -124225360.000000 Penalty: 113352.726562
Splitting cluster 27 changes total score from -124226200.000000 to -124225360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (28773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Entering Unmasked Estep 
Score: -3370202.250000 Penalty: 2546.263916
	Iteration 0F: 2 clusters Score -3370202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3350484.250000 Penalty: 5092.527832
	Iteration 0F: 3 clusters Score -3350484 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3358098.250000 Penalty: 5092.527832
	Iteration 1F: 3 clusters Score -3358098 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3359369.000000 Penalty: 5092.527832
	Iteration 2F: 3 clusters Score -3359369 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3360972.500000 Penalty: 5092.527832
	Iteration 3F: 3 clusters Score -3360972 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3362836.000000 Penalty: 5092.527832
	Iteration 4F: 3 clusters Score -3362836 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3364651.250000 Penalty: 5092.527832
	Iteration 5F: 3 clusters Score -3364651 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3366159.000000 Penalty: 5092.527832
	Iteration 6F: 3 clusters Score -3366159 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3367189.750000 Penalty: 5092.527832
	Iteration 7F: 3 clusters Score -3367190 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3367831.750000 Penalty: 5092.527832
	Iteration 8Q: 3 clusters Score -3367832 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3368161.250000 Penalty: 5092.527832
	Iteration 9Q: 3 clusters Score -3368161 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3368347.750000 Penalty: 5092.527832
	Iteration 10Q: 3 clusters Score -3368348 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3368463.000000 Penalty: 5092.527832
	Iteration 11Q: 3 clusters Score -3368463 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3368545.500000 Penalty: 5092.527832
	Iteration 12Q: 3 clusters Score -3368546 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3368619.250000 Penalty: 5092.527832
	Iteration 13Q: 3 clusters Score -3368619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3368679.000000 Penalty: 5092.527832
	Iteration 14Q: 3 clusters Score -3368679 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3368714.500000 Penalty: 5092.527832
	Iteration 15Q: 3 clusters Score -3368714 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3368730.250000 Penalty: 5092.527832
	Iteration 16Q: 3 clusters Score -3368730 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3368778.250000 Penalty: 5092.527832
	Iteration 17Q: 3 clusters Score -3368778 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3368817.500000 Penalty: 5092.527832
	Iteration 18Q: 3 clusters Score -3368818 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3368869.000000 Penalty: 5092.527832
	Iteration 19Q: 3 clusters Score -3368869 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3368911.750000 Penalty: 5092.527832
	Iteration 20F: 3 clusters Score -3368912 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3368988.750000 Penalty: 5092.527832
	Iteration 21Q: 3 clusters Score -3368989 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3369057.500000 Penalty: 5092.527832
	Iteration 22Q: 3 clusters Score -3369058 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3369129.250000 Penalty: 5092.527832
	Iteration 23Q: 3 clusters Score -3369129 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3369236.250000 Penalty: 5092.527832
	Iteration 24Q: 3 clusters Score -3369236 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3369341.250000 Penalty: 5092.527832
	Iteration 25Q: 3 clusters Score -3369341 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3369452.500000 Penalty: 5092.527832
	Iteration 26Q: 3 clusters Score -3369452 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3369541.000000 Penalty: 5092.527832
	Iteration 27Q: 3 clusters Score -3369541 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3369617.250000 Penalty: 5092.527832
	Iteration 28Q: 3 clusters Score -3369617 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3369664.250000 Penalty: 5092.527832
	Iteration 29Q: 3 clusters Score -3369664 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3369705.500000 Penalty: 5092.527832
	Iteration 30Q: 3 clusters Score -3369706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3369714.000000 Penalty: 5092.527832
	Iteration 31Q: 3 clusters Score -3369714 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3369740.000000 Penalty: 5092.527832
	Iteration 32Q: 3 clusters Score -3369740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3369743.000000 Penalty: 5092.527832
	Iteration 33Q: 3 clusters Score -3369743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3369770.750000 Penalty: 5092.527832
	Iteration 34Q: 3 clusters Score -3369771 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3369785.000000 Penalty: 5092.527832
	Iteration 35Q: 3 clusters Score -3369785 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3369792.500000 Penalty: 5092.527832
	Iteration 36Q: 3 clusters Score -3369792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3369818.500000 Penalty: 5092.527832
	Iteration 37Q: 3 clusters Score -3369818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3369833.250000 Penalty: 5092.527832
	Iteration 38Q: 3 clusters Score -3369833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3369844.250000 Penalty: 5092.527832
	Iteration 39Q: 3 clusters Score -3369844 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3369866.750000 Penalty: 5092.527832
	Iteration 40F: 3 clusters Score -3369867 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3369870.500000 Penalty: 5092.527832
	Iteration 41Q: 3 clusters Score -3369870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3369893.000000 Penalty: 5092.527832
	Iteration 42Q: 3 clusters Score -3369893 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3369906.500000 Penalty: 5092.527832
	Iteration 43Q: 3 clusters Score -3369906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3369916.500000 Penalty: 5092.527832
	Iteration 44Q: 3 clusters Score -3369916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3369925.500000 Penalty: 5092.527832
	Iteration 45Q: 3 clusters Score -3369926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3369942.000000 Penalty: 5092.527832
	Iteration 46Q: 3 clusters Score -3369942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3369950.000000 Penalty: 5092.527832
	Iteration 47Q: 3 clusters Score -3369950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3369950.250000 Penalty: 5092.527832
	Iteration 48Q: 3 clusters Score -3369950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3369966.750000 Penalty: 5092.527832
	Iteration 49Q: 3 clusters Score -3369967 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3369974.250000 Penalty: 5092.527832
	Iteration 50Q: 3 clusters Score -3369974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3369979.750000 Penalty: 5092.527832
	Iteration 51Q: 3 clusters Score -3369980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3369992.250000 Penalty: 5092.527832
	Iteration 52Q: 3 clusters Score -3369992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3369998.250000 Penalty: 5092.527832
	Iteration 53Q: 3 clusters Score -3369998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3370005.250000 Penalty: 5092.527832
	Iteration 54Q: 3 clusters Score -3370005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3370002.000000 Penalty: 5092.527832
	Iteration 55Q: 3 clusters Score -3370002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3370010.000000 Penalty: 5092.527832
	Iteration 56Q: 3 clusters Score -3370010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3370017.500000 Penalty: 5092.527832
	Iteration 57Q: 3 clusters Score -3370018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3370011.000000 Penalty: 5092.527832
	Iteration 58Q: 3 clusters Score -3370011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3370016.750000 Penalty: 5092.527832
	Iteration 59Q: 3 clusters Score -3370017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3370020.500000 Penalty: 5092.527832
	Iteration 60F: 3 clusters Score -3370020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3370019.500000 Penalty: 5092.527832
	Iteration 61Q: 3 clusters Score -3370020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3370020.000000 Penalty: 5092.527832
	Iteration 62Q: 3 clusters Score -3370020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3370019.000000 Penalty: 5092.527832
	Iteration 63Q: 3 clusters Score -3370019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3370025.250000 Penalty: 5092.527832
	Iteration 64Q: 3 clusters Score -3370025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3370028.750000 Penalty: 5092.527832
	Iteration 65Q: 3 clusters Score -3370029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3370034.750000 Penalty: 5092.527832
	Iteration 66Q: 3 clusters Score -3370035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3370033.000000 Penalty: 5092.527832
	Iteration 67Q: 3 clusters Score -3370033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3370033.750000 Penalty: 5092.527832
	Iteration 68Q: 3 clusters Score -3370034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3370036.750000 Penalty: 5092.527832
	Iteration 69Q: 3 clusters Score -3370037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3370044.500000 Penalty: 5092.527832
	Iteration 70Q: 3 clusters Score -3370044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3370041.250000 Penalty: 5092.527832
	Iteration 71Q: 3 clusters Score -3370041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3370042.000000 Penalty: 5092.527832
	Iteration 72Q: 3 clusters Score -3370042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3370040.750000 Penalty: 5092.527832
	Iteration 73Q: 3 clusters Score -3370041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3370036.250000 Penalty: 5092.527832
	Iteration 74Q: 3 clusters Score -3370036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3370035.250000 Penalty: 5092.527832
	Iteration 75Q: 3 clusters Score -3370035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3370038.000000 Penalty: 5092.527832
	Iteration 76Q: 3 clusters Score -3370038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3370048.500000 Penalty: 5092.527832
	Iteration 77Q: 3 clusters Score -3370048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3370044.000000 Penalty: 5092.527832
	Iteration 78Q: 3 clusters Score -3370044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3370049.750000 Penalty: 5092.527832
	Iteration 79Q: 3 clusters Score -3370050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3370048.750000 Penalty: 5092.527832
	Iteration 80F: 3 clusters Score -3370049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3370046.250000 Penalty: 5092.527832
	Iteration 81Q: 3 clusters Score -3370046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3370044.000000 Penalty: 5092.527832
	Iteration 82Q: 3 clusters Score -3370044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3370049.500000 Penalty: 5092.527832
	Iteration 83Q: 3 clusters Score -3370050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3370051.500000 Penalty: 5092.527832
	Iteration 84Q: 3 clusters Score -3370052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3370050.750000 Penalty: 5092.527832
	Iteration 85Q: 3 clusters Score -3370051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3370051.500000 Penalty: 5092.527832
	Iteration 86Q: 3 clusters Score -3370052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3370051.750000 Penalty: 5092.527832
	Iteration 87Q: 3 clusters Score -3370052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3370051.250000 Penalty: 5092.527832
	Iteration 88Q: 3 clusters Score -3370051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3370051.500000 Penalty: 5092.527832
	Iteration 89Q: 3 clusters Score -3370052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3370050.500000 Penalty: 5092.527832
	Iteration 90Q: 3 clusters Score -3370050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3370050.500000 Penalty: 5092.527832
	Iteration 91Q: 3 clusters Score -3370050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3370050.250000 Penalty: 5092.527832
	Iteration 92Q: 3 clusters Score -3370050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3370048.000000 Penalty: 5092.527832
	Iteration 93Q: 3 clusters Score -3370048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3370048.750000 Penalty: 5092.527832
	Iteration 94Q: 3 clusters Score -3370049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3370052.750000 Penalty: 5092.527832
	Iteration 95Q: 3 clusters Score -3370053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3370053.000000 Penalty: 5092.527832
	Iteration 96Q: 3 clusters Score -3370053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3370055.000000 Penalty: 5092.527832
	Iteration 97Q: 3 clusters Score -3370055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3370053.000000 Penalty: 5092.527832
	Iteration 98Q: 3 clusters Score -3370053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3370054.500000 Penalty: 5092.527832
	Iteration 99Q: 3 clusters Score -3370054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3370054.500000 Penalty: 5092.527832
	Iteration 100F: 3 clusters Score -3370054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -1674186.500000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -1674186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1664052.500000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -1664052 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1667292.750000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -1667293 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1667876.250000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -1667876 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1668511.375000 Penalty: 4731.056641
	Iteration 3F: 3 clusters Score -1668511 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1669199.625000 Penalty: 4731.056641
	Iteration 4F: 3 clusters Score -1669200 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1669939.750000 Penalty: 4731.056641
	Iteration 5F: 3 clusters Score -1669940 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1670640.000000 Penalty: 4731.056641
	Iteration 6F: 3 clusters Score -1670640 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1671241.250000 Penalty: 4731.056641
	Iteration 7F: 3 clusters Score -1671241 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1671718.750000 Penalty: 4731.056641
	Iteration 8Q: 3 clusters Score -1671719 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1672121.125000 Penalty: 4731.056641
	Iteration 9Q: 3 clusters Score -1672121 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1672366.000000 Penalty: 4731.056641
	Iteration 10Q: 3 clusters Score -1672366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1672520.375000 Penalty: 4731.056641
	Iteration 11Q: 3 clusters Score -1672520 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1672636.625000 Penalty: 4731.056641
	Iteration 12Q: 3 clusters Score -1672637 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1672703.250000 Penalty: 4731.056641
	Iteration 13Q: 3 clusters Score -1672703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1672760.000000 Penalty: 4731.056641
	Iteration 14Q: 3 clusters Score -1672760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1672801.500000 Penalty: 4731.056641
	Iteration 15Q: 3 clusters Score -1672802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1672843.875000 Penalty: 4731.056641
	Iteration 16Q: 3 clusters Score -1672844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1672887.000000 Penalty: 4731.056641
	Iteration 17Q: 3 clusters Score -1672887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1672928.000000 Penalty: 4731.056641
	Iteration 18Q: 3 clusters Score -1672928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1672965.250000 Penalty: 4731.056641
	Iteration 19Q: 3 clusters Score -1672965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1672997.625000 Penalty: 4731.056641
	Iteration 20F: 3 clusters Score -1672998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1673022.500000 Penalty: 4731.056641
	Iteration 21Q: 3 clusters Score -1673022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1673046.000000 Penalty: 4731.056641
	Iteration 22Q: 3 clusters Score -1673046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1673064.750000 Penalty: 4731.056641
	Iteration 23Q: 3 clusters Score -1673065 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1673070.875000 Penalty: 4731.056641
	Iteration 24Q: 3 clusters Score -1673071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1673082.500000 Penalty: 4731.056641
	Iteration 25Q: 3 clusters Score -1673082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1673095.625000 Penalty: 4731.056641
	Iteration 26Q: 3 clusters Score -1673096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1673104.000000 Penalty: 4731.056641
	Iteration 27Q: 3 clusters Score -1673104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1673112.625000 Penalty: 4731.056641
	Iteration 28Q: 3 clusters Score -1673113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1673120.375000 Penalty: 4731.056641
	Iteration 29Q: 3 clusters Score -1673120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1673127.375000 Penalty: 4731.056641
	Iteration 30Q: 3 clusters Score -1673127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1673134.375000 Penalty: 4731.056641
	Iteration 31Q: 3 clusters Score -1673134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1673132.875000 Penalty: 4731.056641
	Iteration 32Q: 3 clusters Score -1673133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1673136.250000 Penalty: 4731.056641
	Iteration 33Q: 3 clusters Score -1673136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1673141.625000 Penalty: 4731.056641
	Iteration 34Q: 3 clusters Score -1673142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1673142.125000 Penalty: 4731.056641
	Iteration 35Q: 3 clusters Score -1673142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1673145.375000 Penalty: 4731.056641
	Iteration 36Q: 3 clusters Score -1673145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1673149.375000 Penalty: 4731.056641
	Iteration 37Q: 3 clusters Score -1673149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1673151.875000 Penalty: 4731.056641
	Iteration 38Q: 3 clusters Score -1673152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1673152.625000 Penalty: 4731.056641
	Iteration 39Q: 3 clusters Score -1673153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1673154.000000 Penalty: 4731.056641
	Iteration 40F: 3 clusters Score -1673154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1673155.000000 Penalty: 4731.056641
	Iteration 41Q: 3 clusters Score -1673155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1673159.875000 Penalty: 4731.056641
	Iteration 42Q: 3 clusters Score -1673160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1673163.125000 Penalty: 4731.056641
	Iteration 43Q: 3 clusters Score -1673163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1673165.250000 Penalty: 4731.056641
	Iteration 44Q: 3 clusters Score -1673165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1673167.875000 Penalty: 4731.056641
	Iteration 45Q: 3 clusters Score -1673168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1673167.000000 Penalty: 4731.056641
	Iteration 46Q: 3 clusters Score -1673167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1673169.000000 Penalty: 4731.056641
	Iteration 47Q: 3 clusters Score -1673169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1673171.125000 Penalty: 4731.056641
	Iteration 48Q: 3 clusters Score -1673171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1673171.250000 Penalty: 4731.056641
	Iteration 49Q: 3 clusters Score -1673171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1673171.000000 Penalty: 4731.056641
	Iteration 50Q: 3 clusters Score -1673171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1673171.625000 Penalty: 4731.056641
	Iteration 51Q: 3 clusters Score -1673172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1673170.500000 Penalty: 4731.056641
	Iteration 52Q: 3 clusters Score -1673170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1673170.500000 Penalty: 4731.056641
	Iteration 53F: 3 clusters Score -1673170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50069.035156 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50069.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48658.113281 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48658.11 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49003.375000 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -49003.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49168.855469 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -49168.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49217.777344 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -49217.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49245.222656 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -49245.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49259.800781 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -49259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49266.343750 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49266.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49271.207031 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49271.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49274.546875 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49274.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49278.277344 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -49278.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49280.765625 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -49280.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49282.488281 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -49282.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49282.488281 Penalty: 3054.911377
	Iteration 12F: 3 clusters Score -49282.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (175748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175748 members 
Entering Unmasked Estep 
Score: -21589028.000000 Penalty: 2995.047852
	Iteration 0F: 2 clusters Score -2.158903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -21473778.000000 Penalty: 5990.095703
	Iteration 0F: 3 clusters Score -2.147378e+07 nChanged 84414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -21522638.000000 Penalty: 5990.095703
	Iteration 1F: 3 clusters Score -2.152264e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -21524000.000000 Penalty: 5990.095703
	Iteration 2Q: 3 clusters Score -2.1524e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -21525822.000000 Penalty: 5990.095703
	Iteration 3Q: 3 clusters Score -2.152582e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -21528742.000000 Penalty: 5990.095703
	Iteration 4Q: 3 clusters Score -2.152874e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -21533604.000000 Penalty: 5990.095703
	Iteration 5Q: 3 clusters Score -2.15336e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119864 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -21540722.000000 Penalty: 5990.095703
	Iteration 6F: 3 clusters Score -2.154072e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132314 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -21551244.000000 Penalty: 5990.095703
	Iteration 7F: 3 clusters Score -2.155124e+07 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145639 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -21563480.000000 Penalty: 5990.095703
	Iteration 8F: 3 clusters Score -2.156348e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -21573684.000000 Penalty: 5990.095703
	Iteration 9F: 3 clusters Score -2.157368e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -21580190.000000 Penalty: 5990.095703
	Iteration 10Q: 3 clusters Score -2.158019e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169742 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -21583530.000000 Penalty: 5990.095703
	Iteration 11Q: 3 clusters Score -2.158353e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172292 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -21584956.000000 Penalty: 5990.095703
	Iteration 12Q: 3 clusters Score -2.158496e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173637 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21585664.000000 Penalty: 5990.095703
	Iteration 13Q: 3 clusters Score -2.158566e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174264 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -21586078.000000 Penalty: 5990.095703
	Iteration 14Q: 3 clusters Score -2.158608e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174583 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21586316.000000 Penalty: 5990.095703
	Iteration 15Q: 3 clusters Score -2.158632e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174741 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21586468.000000 Penalty: 5990.095703
	Iteration 16Q: 3 clusters Score -2.158647e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21586494.000000 Penalty: 5990.095703
	Iteration 17Q: 3 clusters Score -2.158649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174870 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -21586514.000000 Penalty: 5990.095703
	Iteration 18Q: 3 clusters Score -2.158651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174899 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21586528.000000 Penalty: 5990.095703
	Iteration 19Q: 3 clusters Score -2.158653e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174932 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -21586546.000000 Penalty: 5990.095703
	Iteration 20F: 3 clusters Score -2.158655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174959 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -21586572.000000 Penalty: 5990.095703
	Iteration 21Q: 3 clusters Score -2.158657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21586604.000000 Penalty: 5990.095703
	Iteration 22Q: 3 clusters Score -2.15866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174995 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21586602.000000 Penalty: 5990.095703
	Iteration 23Q: 3 clusters Score -2.15866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175006 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21586620.000000 Penalty: 5990.095703
	Iteration 24Q: 3 clusters Score -2.158662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175005 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -21586626.000000 Penalty: 5990.095703
	Iteration 25Q: 3 clusters Score -2.158663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21586622.000000 Penalty: 5990.095703
	Iteration 26Q: 3 clusters Score -2.158662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175015 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21586624.000000 Penalty: 5990.095703
	Iteration 27Q: 3 clusters Score -2.158662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175024 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21586640.000000 Penalty: 5990.095703
	Iteration 28Q: 3 clusters Score -2.158664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175032 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21586638.000000 Penalty: 5990.095703
	Iteration 29Q: 3 clusters Score -2.158664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21586638.000000 Penalty: 5990.095703
	Iteration 30Q: 3 clusters Score -2.158664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175032 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21586630.000000 Penalty: 5990.095703
	Iteration 31Q: 3 clusters Score -2.158663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21586646.000000 Penalty: 5990.095703
	Iteration 32Q: 3 clusters Score -2.158665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21586646.000000 Penalty: 5990.095703
	Iteration 33Q: 3 clusters Score -2.158665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175037 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -21586654.000000 Penalty: 5990.095703
	Iteration 34Q: 3 clusters Score -2.158665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175040 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21586658.000000 Penalty: 5990.095703
	Iteration 35Q: 3 clusters Score -2.158666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21586644.000000 Penalty: 5990.095703
	Iteration 36Q: 3 clusters Score -2.158664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21586652.000000 Penalty: 5990.095703
	Iteration 37Q: 3 clusters Score -2.158665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175045 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21586644.000000 Penalty: 5990.095703
	Iteration 38Q: 3 clusters Score -2.158664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21586646.000000 Penalty: 5990.095703
	Iteration 39Q: 3 clusters Score -2.158665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175058 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21586650.000000 Penalty: 5990.095703
	Iteration 40F: 3 clusters Score -2.158665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175062 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -21586658.000000 Penalty: 5990.095703
	Iteration 41Q: 3 clusters Score -2.158666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -21586646.000000 Penalty: 5990.095703
	Iteration 42Q: 3 clusters Score -2.158665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21586660.000000 Penalty: 5990.095703
	Iteration 43Q: 3 clusters Score -2.158666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21586652.000000 Penalty: 5990.095703
	Iteration 44Q: 3 clusters Score -2.158665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175067 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21586668.000000 Penalty: 5990.095703
	Iteration 45Q: 3 clusters Score -2.158667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175067 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21586668.000000 Penalty: 5990.095703
	Iteration 46F: 3 clusters Score -2.158667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -85632.398438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -85632.4 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 405 members 
Entering Unmasked Estep 
Score: -83916.101562 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -83916.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84232.000000 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -84232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84382.820312 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -84382.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84455.437500 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -84455.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84499.281250 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -84499.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84519.375000 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -84519.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84542.132812 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -84542.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84557.148438 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -84557.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84577.789062 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -84577.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84602.796875 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -84602.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84644.882812 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -84644.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84667.750000 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -84667.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84679.171875 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -84679.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84686.281250 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -84686.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84707.562500 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -84707.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84719.679688 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -84719.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84726.601562 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -84726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84741.867188 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -84741.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84753.335938 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -84753.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84756.750000 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -84756.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84767.781250 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -84767.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84776.078125 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -84776.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84783.242188 Penalty: 3304.913818
	Iteration 22Q: 3 clusters Score -84783.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84797.484375 Penalty: 3304.913818
	Iteration 23Q: 3 clusters Score -84797.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84810.179688 Penalty: 3304.913818
	Iteration 24Q: 3 clusters Score -84810.18 nChanged 8
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: -84828.000000 Penalty: 3304.913818
	Iteration 25Q: 3 clusters Score -84828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84843.406250 Penalty: 3304.913818
	Iteration 26Q: 3 clusters Score -84843.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84858.039062 Penalty: 3304.913818
	Iteration 27Q: 3 clusters Score -84858.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84869.695312 Penalty: 3304.913818
	Iteration 28Q: 3 clusters Score -84869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84877.343750 Penalty: 3304.913818
	Iteration 29Q: 3 clusters Score -84877.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84893.968750 Penalty: 3304.913818
	Iteration 30Q: 3 clusters Score -84893.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84927.804688 Penalty: 3304.913818
	Iteration 31Q: 3 clusters Score -84927.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85000.039062 Penalty: 3304.913818
	Iteration 32Q: 3 clusters Score -85000.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85119.929688 Penalty: 3304.913818
	Iteration 33Q: 3 clusters Score -85119.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85195.796875 Penalty: 3304.913818
	Iteration 34Q: 3 clusters Score -85195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85215.203125 Penalty: 3304.913818
	Iteration 35Q: 3 clusters Score -85215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85221.000000 Penalty: 3304.913818
	Iteration 36Q: 3 clusters Score -85221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85225.984375 Penalty: 3304.913818
	Iteration 37Q: 3 clusters Score -85225.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85227.554688 Penalty: 3304.913818
	Iteration 38Q: 3 clusters Score -85227.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85227.554688 Penalty: 3304.913818
	Iteration 39F: 3 clusters Score -85227.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21188 members 
Mstep: Class 13 contains 169735 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 5504 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 54766 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 170508 members 
Mstep: Class 22 contains 170956 members 
Mstep: Class 23 contains 36503 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28773 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175748 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226200.000000 Penalty: 109917.796875
Iteration 279Q: 33 clusters Score -1.242262e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12455 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12753 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21190 members 
Mstep: Class 13 contains 169737 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 5507 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 170526 members 
Mstep: Class 22 contains 170942 members 
Mstep: Class 23 contains 36506 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20133 members 
Mstep: Class 28 contains 28776 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175753 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226224.000000 Penalty: 109917.796875
Iteration 280F: 33 clusters Score -1.242262e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12451 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12751 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21190 members 
Mstep: Class 13 contains 169736 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14352 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 170539 members 
Mstep: Class 22 contains 170934 members 
Mstep: Class 23 contains 36505 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 20133 members 
Mstep: Class 28 contains 28772 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 474 members 
Mstep: Class 31 contains 175750 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226160.000000 Penalty: 109917.796875
Iteration 281Q: 33 clusters Score -1.242262e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21193 members 
Mstep: Class 13 contains 169737 members 
Mstep: Class 14 contains 8382 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14352 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 170556 members 
Mstep: Class 22 contains 170924 members 
Mstep: Class 23 contains 36505 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20130 members 
Mstep: Class 28 contains 28768 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175752 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226248.000000 Penalty: 109917.796875
Iteration 282Q: 33 clusters Score -1.242262e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12435 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21195 members 
Mstep: Class 13 contains 169737 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 20125 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14352 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 170575 members 
Mstep: Class 22 contains 170908 members 
Mstep: Class 23 contains 36507 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 20128 members 
Mstep: Class 28 contains 28769 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175756 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226288.000000 Penalty: 109917.796875
Iteration 283Q: 33 clusters Score -1.242263e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12427 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 12746 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21197 members 
Mstep: Class 13 contains 169738 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 20124 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14352 members 
Mstep: Class 19 contains 54764 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 170587 members 
Mstep: Class 22 contains 170895 members 
Mstep: Class 23 contains 36508 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 20126 members 
Mstep: Class 28 contains 28767 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175766 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226232.000000 Penalty: 109917.796875
Iteration 284Q: 33 clusters Score -1.242262e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12418 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12745 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21198 members 
Mstep: Class 13 contains 169738 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 20123 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 170613 members 
Mstep: Class 22 contains 170869 members 
Mstep: Class 23 contains 36510 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 20127 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175775 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226264.000000 Penalty: 109917.796875
Iteration 285Q: 33 clusters Score -1.242263e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21197 members 
Mstep: Class 13 contains 169741 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 20122 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14352 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 170631 members 
Mstep: Class 22 contains 170856 members 
Mstep: Class 23 contains 36514 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 20128 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175777 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226264.000000 Penalty: 109917.796875
Iteration 286Q: 33 clusters Score -1.242263e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 5850 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12745 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21197 members 
Mstep: Class 13 contains 169741 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 20120 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14352 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 170641 members 
Mstep: Class 22 contains 170852 members 
Mstep: Class 23 contains 36518 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 20128 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175782 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226248.000000 Penalty: 109917.796875
Iteration 287Q: 33 clusters Score -1.242262e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12375 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21197 members 
Mstep: Class 13 contains 169740 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 20118 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14355 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 170638 members 
Mstep: Class 22 contains 170858 members 
Mstep: Class 23 contains 36518 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 20128 members 
Mstep: Class 28 contains 28761 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175792 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226232.000000 Penalty: 109917.796875
Iteration 288Q: 33 clusters Score -1.242262e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12369 members 
Mstep: Class 5 contains 5856 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12746 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169738 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 20117 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14355 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170645 members 
Mstep: Class 22 contains 170851 members 
Mstep: Class 23 contains 36517 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20129 members 
Mstep: Class 28 contains 28760 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175801 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226312.000000 Penalty: 109917.796875
Iteration 289Q: 33 clusters Score -1.242263e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12369 members 
Mstep: Class 5 contains 5857 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169739 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 20116 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14356 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170648 members 
Mstep: Class 22 contains 170836 members 
Mstep: Class 23 contains 36519 members 
Mstep: Class 24 contains 5750 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20130 members 
Mstep: Class 28 contains 28759 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175812 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226368.000000 Penalty: 109917.796875
Iteration 290Q: 33 clusters Score -1.242264e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12354 members 
Mstep: Class 5 contains 5859 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12745 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169740 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 20113 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14359 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170656 members 
Mstep: Class 22 contains 170825 members 
Mstep: Class 23 contains 36520 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20130 members 
Mstep: Class 28 contains 28756 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175830 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226328.000000 Penalty: 109917.796875
Iteration 291Q: 33 clusters Score -1.242263e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12343 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169740 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170659 members 
Mstep: Class 22 contains 170824 members 
Mstep: Class 23 contains 36521 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20131 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175835 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226392.000000 Penalty: 109917.796875
Iteration 292Q: 33 clusters Score -1.242264e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12333 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169739 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170662 members 
Mstep: Class 22 contains 170821 members 
Mstep: Class 23 contains 36522 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20131 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175847 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226456.000000 Penalty: 109917.796875
Iteration 293Q: 33 clusters Score -1.242265e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12321 members 
Mstep: Class 5 contains 5859 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169740 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170664 members 
Mstep: Class 22 contains 170825 members 
Mstep: Class 23 contains 36522 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20131 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175851 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226528.000000 Penalty: 109917.796875
Iteration 294Q: 33 clusters Score -1.242265e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169741 members 
Mstep: Class 14 contains 8382 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5507 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 54763 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170667 members 
Mstep: Class 22 contains 170825 members 
Mstep: Class 23 contains 36522 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20132 members 
Mstep: Class 28 contains 28756 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175854 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226488.000000 Penalty: 109917.796875
Iteration 295Q: 33 clusters Score -1.242265e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169741 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170668 members 
Mstep: Class 22 contains 170835 members 
Mstep: Class 23 contains 36522 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20133 members 
Mstep: Class 28 contains 28757 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175846 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226408.000000 Penalty: 109917.796875
Iteration 296Q: 33 clusters Score -1.242264e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 12302 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12746 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169742 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170668 members 
Mstep: Class 22 contains 170844 members 
Mstep: Class 23 contains 36522 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20134 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175848 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226384.000000 Penalty: 109917.796875
Iteration 297Q: 33 clusters Score -1.242264e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12298 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12745 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169742 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14361 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170668 members 
Mstep: Class 22 contains 170846 members 
Mstep: Class 23 contains 36522 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175852 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226488.000000 Penalty: 109917.796875
Iteration 298Q: 33 clusters Score -1.242265e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12293 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12743 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169742 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14364 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170668 members 
Mstep: Class 22 contains 170847 members 
Mstep: Class 23 contains 36522 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28753 members 
Mstep: Class 29 contains 13880 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175853 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226552.000000 Penalty: 109917.796875
Iteration 299Q: 33 clusters Score -1.242266e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12294 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169743 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14365 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170668 members 
Mstep: Class 22 contains 170851 members 
Mstep: Class 23 contains 36523 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 13878 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175846 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226536.000000 Penalty: 109917.796875
Iteration 300F: 33 clusters Score -1.242265e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12289 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169743 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14364 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170662 members 
Mstep: Class 22 contains 170860 members 
Mstep: Class 23 contains 36525 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28750 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175847 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226552.000000 Penalty: 109917.796875
Iteration 301Q: 33 clusters Score -1.242266e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12283 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169742 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170659 members 
Mstep: Class 22 contains 170861 members 
Mstep: Class 23 contains 36525 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28750 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175856 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226560.000000 Penalty: 109917.796875
Iteration 302Q: 33 clusters Score -1.242266e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12283 members 
Mstep: Class 5 contains 5859 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169742 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170662 members 
Mstep: Class 22 contains 170852 members 
Mstep: Class 23 contains 36524 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175864 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226536.000000 Penalty: 109917.796875
Iteration 303Q: 33 clusters Score -1.242265e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12283 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169743 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170665 members 
Mstep: Class 22 contains 170846 members 
Mstep: Class 23 contains 36524 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28750 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175874 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226560.000000 Penalty: 109917.796875
Iteration 304Q: 33 clusters Score -1.242266e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12284 members 
Mstep: Class 5 contains 5857 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169744 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170670 members 
Mstep: Class 22 contains 170841 members 
Mstep: Class 23 contains 36524 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28750 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175872 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226528.000000 Penalty: 109917.796875
Iteration 305Q: 33 clusters Score -1.242265e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12283 members 
Mstep: Class 5 contains 5856 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12743 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169743 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170673 members 
Mstep: Class 22 contains 170843 members 
Mstep: Class 23 contains 36523 members 
Mstep: Class 24 contains 5750 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175867 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226456.000000 Penalty: 109917.796875
Iteration 306Q: 33 clusters Score -1.242265e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12743 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169746 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170675 members 
Mstep: Class 22 contains 170843 members 
Mstep: Class 23 contains 36524 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175865 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226472.000000 Penalty: 109917.796875
Iteration 307Q: 33 clusters Score -1.242265e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169745 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170683 members 
Mstep: Class 22 contains 170839 members 
Mstep: Class 23 contains 36526 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175866 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226496.000000 Penalty: 109917.796875
Iteration 308Q: 33 clusters Score -1.242265e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12281 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169747 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170684 members 
Mstep: Class 22 contains 170841 members 
Mstep: Class 23 contains 36526 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 13876 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175863 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226440.000000 Penalty: 109917.796875
Iteration 309Q: 33 clusters Score -1.242264e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12280 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169748 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170685 members 
Mstep: Class 22 contains 170845 members 
Mstep: Class 23 contains 36525 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 13875 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175858 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226384.000000 Penalty: 109917.796875
Iteration 310Q: 33 clusters Score -1.242264e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169747 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170686 members 
Mstep: Class 22 contains 170853 members 
Mstep: Class 23 contains 36526 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28750 members 
Mstep: Class 29 contains 13875 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175850 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226368.000000 Penalty: 109917.796875
Iteration 311Q: 33 clusters Score -1.242264e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12739 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169748 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170691 members 
Mstep: Class 22 contains 170854 members 
Mstep: Class 23 contains 36529 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 13875 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175844 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226424.000000 Penalty: 109917.796875
Iteration 312Q: 33 clusters Score -1.242264e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 5854 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169749 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170695 members 
Mstep: Class 22 contains 170852 members 
Mstep: Class 23 contains 36530 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13875 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175843 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226416.000000 Penalty: 109917.796875
Iteration 313Q: 33 clusters Score -1.242264e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169748 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14370 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170696 members 
Mstep: Class 22 contains 170855 members 
Mstep: Class 23 contains 36531 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28743 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175838 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226496.000000 Penalty: 109917.796875
Iteration 314Q: 33 clusters Score -1.242265e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169747 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170856 members 
Mstep: Class 23 contains 36531 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175829 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226472.000000 Penalty: 109917.796875
Iteration 315Q: 33 clusters Score -1.242265e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169748 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170861 members 
Mstep: Class 23 contains 36531 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175821 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226440.000000 Penalty: 109917.796875
Iteration 316Q: 33 clusters Score -1.242264e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169748 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170866 members 
Mstep: Class 23 contains 36532 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175819 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226424.000000 Penalty: 109917.796875
Iteration 317Q: 33 clusters Score -1.242264e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169748 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170705 members 
Mstep: Class 22 contains 170867 members 
Mstep: Class 23 contains 36534 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28750 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175812 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226528.000000 Penalty: 109917.796875
Iteration 318Q: 33 clusters Score -1.242265e+08 nChanged 27
Entering ConstructFrom: 
Score: -124226528.000000 Penalty: 109917.796875
Entering ConstructFrom: 
Trying to split cluster 1 (27495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Entering Unmasked Estep 
Score: -3384657.750000 Penalty: 2534.996338
	Iteration 0F: 2 clusters Score -3384658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3365759.500000 Penalty: 5069.992676
	Iteration 0F: 3 clusters Score -3365760 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3372414.750000 Penalty: 5069.992676
	Iteration 1F: 3 clusters Score -3372415 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3373021.250000 Penalty: 5069.992676
	Iteration 2F: 3 clusters Score -3373021 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3373611.250000 Penalty: 5069.992676
	Iteration 3F: 3 clusters Score -3373611 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3374233.750000 Penalty: 5069.992676
	Iteration 4F: 3 clusters Score -3374234 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3374868.500000 Penalty: 5069.992676
	Iteration 5F: 3 clusters Score -3374868 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3375439.500000 Penalty: 5069.992676
	Iteration 6Q: 3 clusters Score -3375440 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3375980.750000 Penalty: 5069.992676
	Iteration 7Q: 3 clusters Score -3375981 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3376442.250000 Penalty: 5069.992676
	Iteration 8Q: 3 clusters Score -3376442 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3376903.500000 Penalty: 5069.992676
	Iteration 9Q: 3 clusters Score -3376904 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3377331.250000 Penalty: 5069.992676
	Iteration 10Q: 3 clusters Score -3377331 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3377704.000000 Penalty: 5069.992676
	Iteration 11Q: 3 clusters Score -3377704 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3378111.000000 Penalty: 5069.992676
	Iteration 12Q: 3 clusters Score -3378111 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3378535.000000 Penalty: 5069.992676
	Iteration 13Q: 3 clusters Score -3378535 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3378991.000000 Penalty: 5069.992676
	Iteration 14Q: 3 clusters Score -3378991 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3379526.250000 Penalty: 5069.992676
	Iteration 15Q: 3 clusters Score -3379526 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3380073.250000 Penalty: 5069.992676
	Iteration 16Q: 3 clusters Score -3380073 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3380592.500000 Penalty: 5069.992676
	Iteration 17Q: 3 clusters Score -3380592 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3381045.750000 Penalty: 5069.992676
	Iteration 18Q: 3 clusters Score -3381046 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3381411.000000 Penalty: 5069.992676
	Iteration 19Q: 3 clusters Score -3381411 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3381747.000000 Penalty: 5069.992676
	Iteration 20F: 3 clusters Score -3381747 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3381957.000000 Penalty: 5069.992676
	Iteration 21Q: 3 clusters Score -3381957 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3382114.750000 Penalty: 5069.992676
	Iteration 22Q: 3 clusters Score -3382115 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3382228.750000 Penalty: 5069.992676
	Iteration 23Q: 3 clusters Score -3382229 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3382299.750000 Penalty: 5069.992676
	Iteration 24Q: 3 clusters Score -3382300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3382354.500000 Penalty: 5069.992676
	Iteration 25Q: 3 clusters Score -3382354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3382410.250000 Penalty: 5069.992676
	Iteration 26Q: 3 clusters Score -3382410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3382443.500000 Penalty: 5069.992676
	Iteration 27Q: 3 clusters Score -3382444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3382456.500000 Penalty: 5069.992676
	Iteration 28Q: 3 clusters Score -3382456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3382472.250000 Penalty: 5069.992676
	Iteration 29Q: 3 clusters Score -3382472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3382476.500000 Penalty: 5069.992676
	Iteration 30Q: 3 clusters Score -3382476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3382492.000000 Penalty: 5069.992676
	Iteration 31Q: 3 clusters Score -3382492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3382509.250000 Penalty: 5069.992676
	Iteration 32Q: 3 clusters Score -3382509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3382510.250000 Penalty: 5069.992676
	Iteration 33Q: 3 clusters Score -3382510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3382518.000000 Penalty: 5069.992676
	Iteration 34Q: 3 clusters Score -3382518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3382519.750000 Penalty: 5069.992676
	Iteration 35Q: 3 clusters Score -3382520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3382520.000000 Penalty: 5069.992676
	Iteration 36Q: 3 clusters Score -3382520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3382519.500000 Penalty: 5069.992676
	Iteration 37Q: 3 clusters Score -3382520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3382527.250000 Penalty: 5069.992676
	Iteration 38Q: 3 clusters Score -3382527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3382528.000000 Penalty: 5069.992676
	Iteration 39Q: 3 clusters Score -3382528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3382525.750000 Penalty: 5069.992676
	Iteration 40F: 3 clusters Score -3382526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3382527.250000 Penalty: 5069.992676
	Iteration 41Q: 3 clusters Score -3382527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3382528.000000 Penalty: 5069.992676
	Iteration 42Q: 3 clusters Score -3382528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3382528.000000 Penalty: 5069.992676
	Iteration 43F: 3 clusters Score -3382528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -835304.187500 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -835304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -829678.000000 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -829678 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -831096.687500 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -831096.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -831330.625000 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -831330.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -831490.125000 Penalty: 4373.012207
	Iteration 3Q: 3 clusters Score -831490.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -831598.125000 Penalty: 4373.012207
	Iteration 4Q: 3 clusters Score -831598.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -831683.937500 Penalty: 4373.012207
	Iteration 5Q: 3 clusters Score -831683.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -831740.312500 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -831740.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -831798.625000 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -831798.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -831842.312500 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -831842.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -831881.312500 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -831881.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -831920.125000 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -831920.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -831957.875000 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -831957.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -831996.437500 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -831996.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -832054.187500 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -832054.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -832117.125000 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -832117.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -832186.750000 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -832186.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -832257.687500 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -832257.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -832331.125000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -832331.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -832397.000000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -832397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -832460.562500 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -832460.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -832528.875000 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -832528.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -832606.000000 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -832606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -832684.187500 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -832684.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -832757.937500 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -832757.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -832837.937500 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -832837.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -832921.125000 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -832921.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -833015.875000 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -833015.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -833102.062500 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -833102.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -833168.250000 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -833168.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -833233.875000 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -833233.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -833285.812500 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -833285.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -833321.500000 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -833321.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -833344.687500 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -833344.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -833366.562500 Penalty: 4373.012207
	Iteration 33Q: 3 clusters Score -833366.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -833384.750000 Penalty: 4373.012207
	Iteration 34Q: 3 clusters Score -833384.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -833399.500000 Penalty: 4373.012207
	Iteration 35Q: 3 clusters Score -833399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -833410.000000 Penalty: 4373.012207
	Iteration 36Q: 3 clusters Score -833410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -833416.375000 Penalty: 4373.012207
	Iteration 37Q: 3 clusters Score -833416.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -833429.187500 Penalty: 4373.012207
	Iteration 38Q: 3 clusters Score -833429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -833435.062500 Penalty: 4373.012207
	Iteration 39Q: 3 clusters Score -833435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -833441.062500 Penalty: 4373.012207
	Iteration 40F: 3 clusters Score -833441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -833444.750000 Penalty: 4373.012207
	Iteration 41Q: 3 clusters Score -833444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -833447.687500 Penalty: 4373.012207
	Iteration 42Q: 3 clusters Score -833447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -833449.625000 Penalty: 4373.012207
	Iteration 43Q: 3 clusters Score -833449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -833449.062500 Penalty: 4373.012207
	Iteration 44Q: 3 clusters Score -833449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -833448.937500 Penalty: 4373.012207
	Iteration 45Q: 3 clusters Score -833448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -833448.937500 Penalty: 4373.012207
	Iteration 46F: 3 clusters Score -833448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -1236455.250000 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -1236455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1228745.375000 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -1228745 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1230968.625000 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -1230969 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1231280.375000 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -1231280 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1231506.250000 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -1231506 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1231676.250000 Penalty: 4574.441406
	Iteration 4Q: 3 clusters Score -1231676 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1231849.750000 Penalty: 4574.441406
	Iteration 5Q: 3 clusters Score -1231850 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1232068.875000 Penalty: 4574.441406
	Iteration 6Q: 3 clusters Score -1232069 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1232347.000000 Penalty: 4574.441406
	Iteration 7Q: 3 clusters Score -1232347 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1232690.625000 Penalty: 4574.441406
	Iteration 8F: 3 clusters Score -1232691 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1233050.250000 Penalty: 4574.441406
	Iteration 9F: 3 clusters Score -1233050 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1233414.625000 Penalty: 4574.441406
	Iteration 10F: 3 clusters Score -1233415 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1233754.500000 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -1233754 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1233999.125000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -1233999 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1234168.625000 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -1234169 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1234273.875000 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -1234274 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1234364.875000 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -1234365 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1234426.875000 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -1234427 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1234484.625000 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -1234485 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1234520.750000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -1234521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1234551.750000 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -1234552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1234573.250000 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -1234573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1234593.875000 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -1234594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1234605.250000 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -1234605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1234619.500000 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -1234620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1234629.500000 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -1234630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1234642.625000 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -1234643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1234658.125000 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -1234658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1234678.375000 Penalty: 4574.441406
	Iteration 27Q: 3 clusters Score -1234678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1234698.875000 Penalty: 4574.441406
	Iteration 28Q: 3 clusters Score -1234699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1234726.000000 Penalty: 4574.441406
	Iteration 29Q: 3 clusters Score -1234726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1234739.750000 Penalty: 4574.441406
	Iteration 30Q: 3 clusters Score -1234740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1234757.750000 Penalty: 4574.441406
	Iteration 31Q: 3 clusters Score -1234758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1234775.500000 Penalty: 4574.441406
	Iteration 32Q: 3 clusters Score -1234776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1234789.125000 Penalty: 4574.441406
	Iteration 33Q: 3 clusters Score -1234789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1234801.625000 Penalty: 4574.441406
	Iteration 34Q: 3 clusters Score -1234802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1234813.000000 Penalty: 4574.441406
	Iteration 35Q: 3 clusters Score -1234813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1234824.375000 Penalty: 4574.441406
	Iteration 36Q: 3 clusters Score -1234824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1234835.250000 Penalty: 4574.441406
	Iteration 37Q: 3 clusters Score -1234835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1234845.125000 Penalty: 4574.441406
	Iteration 38Q: 3 clusters Score -1234845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1234851.375000 Penalty: 4574.441406
	Iteration 39Q: 3 clusters Score -1234851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1234856.125000 Penalty: 4574.441406
	Iteration 40F: 3 clusters Score -1234856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1234863.250000 Penalty: 4574.441406
	Iteration 41Q: 3 clusters Score -1234863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1234871.500000 Penalty: 4574.441406
	Iteration 42Q: 3 clusters Score -1234872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1234874.875000 Penalty: 4574.441406
	Iteration 43Q: 3 clusters Score -1234875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1234875.750000 Penalty: 4574.441406
	Iteration 44Q: 3 clusters Score -1234876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1234883.000000 Penalty: 4574.441406
	Iteration 45Q: 3 clusters Score -1234883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1234888.250000 Penalty: 4574.441406
	Iteration 46Q: 3 clusters Score -1234888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1234887.375000 Penalty: 4574.441406
	Iteration 47Q: 3 clusters Score -1234887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1234891.000000 Penalty: 4574.441406
	Iteration 48Q: 3 clusters Score -1234891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1234895.250000 Penalty: 4574.441406
	Iteration 49Q: 3 clusters Score -1234895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1234906.750000 Penalty: 4574.441406
	Iteration 50Q: 3 clusters Score -1234907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1234914.875000 Penalty: 4574.441406
	Iteration 51Q: 3 clusters Score -1234915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1234913.625000 Penalty: 4574.441406
	Iteration 52Q: 3 clusters Score -1234914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1234919.875000 Penalty: 4574.441406
	Iteration 53Q: 3 clusters Score -1234920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1234930.750000 Penalty: 4574.441406
	Iteration 54Q: 3 clusters Score -1234931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1234936.375000 Penalty: 4574.441406
	Iteration 55Q: 3 clusters Score -1234936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1234938.500000 Penalty: 4574.441406
	Iteration 56Q: 3 clusters Score -1234938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1234941.250000 Penalty: 4574.441406
	Iteration 57Q: 3 clusters Score -1234941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1234942.500000 Penalty: 4574.441406
	Iteration 58Q: 3 clusters Score -1234942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1234942.500000 Penalty: 4574.441406
	Iteration 59F: 3 clusters Score -1234942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Entering Unmasked Estep 
Score: -1600518.500000 Penalty: 2334.857910
	Iteration 0F: 2 clusters Score -1600518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1591488.750000 Penalty: 4669.715820
	Iteration 0F: 3 clusters Score -1591489 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1594103.000000 Penalty: 4669.715820
	Iteration 1F: 3 clusters Score -1594103 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1594360.250000 Penalty: 4669.715820
	Iteration 2F: 3 clusters Score -1594360 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1594545.375000 Penalty: 4669.715820
	Iteration 3Q: 3 clusters Score -1594545 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1594678.000000 Penalty: 4669.715820
	Iteration 4Q: 3 clusters Score -1594678 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1594780.375000 Penalty: 4669.715820
	Iteration 5Q: 3 clusters Score -1594780 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1594879.250000 Penalty: 4669.715820
	Iteration 6Q: 3 clusters Score -1594879 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1594958.000000 Penalty: 4669.715820
	Iteration 7Q: 3 clusters Score -1594958 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1595032.500000 Penalty: 4669.715820
	Iteration 8Q: 3 clusters Score -1595032 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1595119.000000 Penalty: 4669.715820
	Iteration 9Q: 3 clusters Score -1595119 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1595212.500000 Penalty: 4669.715820
	Iteration 10Q: 3 clusters Score -1595212 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1595316.875000 Penalty: 4669.715820
	Iteration 11Q: 3 clusters Score -1595317 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1595430.250000 Penalty: 4669.715820
	Iteration 12Q: 3 clusters Score -1595430 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1595561.375000 Penalty: 4669.715820
	Iteration 13Q: 3 clusters Score -1595561 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1595740.500000 Penalty: 4669.715820
	Iteration 14Q: 3 clusters Score -1595740 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1595981.750000 Penalty: 4669.715820
	Iteration 15Q: 3 clusters Score -1595982 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1596304.750000 Penalty: 4669.715820
	Iteration 16Q: 3 clusters Score -1596305 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1596675.000000 Penalty: 4669.715820
	Iteration 17Q: 3 clusters Score -1596675 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1597076.500000 Penalty: 4669.715820
	Iteration 18Q: 3 clusters Score -1597076 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1597423.000000 Penalty: 4669.715820
	Iteration 19Q: 3 clusters Score -1597423 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1597745.375000 Penalty: 4669.715820
	Iteration 20F: 3 clusters Score -1597745 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1597983.625000 Penalty: 4669.715820
	Iteration 21Q: 3 clusters Score -1597984 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1598130.750000 Penalty: 4669.715820
	Iteration 22Q: 3 clusters Score -1598131 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1598243.875000 Penalty: 4669.715820
	Iteration 23Q: 3 clusters Score -1598244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1598316.250000 Penalty: 4669.715820
	Iteration 24Q: 3 clusters Score -1598316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1598370.000000 Penalty: 4669.715820
	Iteration 25Q: 3 clusters Score -1598370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1598411.500000 Penalty: 4669.715820
	Iteration 26Q: 3 clusters Score -1598412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1598425.250000 Penalty: 4669.715820
	Iteration 27Q: 3 clusters Score -1598425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1598446.500000 Penalty: 4669.715820
	Iteration 28Q: 3 clusters Score -1598446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1598456.000000 Penalty: 4669.715820
	Iteration 29Q: 3 clusters Score -1598456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1598462.375000 Penalty: 4669.715820
	Iteration 30Q: 3 clusters Score -1598462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1598466.125000 Penalty: 4669.715820
	Iteration 31Q: 3 clusters Score -1598466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1598465.125000 Penalty: 4669.715820
	Iteration 32Q: 3 clusters Score -1598465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1598468.250000 Penalty: 4669.715820
	Iteration 33Q: 3 clusters Score -1598468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1598472.875000 Penalty: 4669.715820
	Iteration 34Q: 3 clusters Score -1598473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1598476.375000 Penalty: 4669.715820
	Iteration 35Q: 3 clusters Score -1598476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1598477.125000 Penalty: 4669.715820
	Iteration 36Q: 3 clusters Score -1598477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1598480.875000 Penalty: 4669.715820
	Iteration 37Q: 3 clusters Score -1598481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1598484.250000 Penalty: 4669.715820
	Iteration 38Q: 3 clusters Score -1598484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1598484.250000 Penalty: 4669.715820
	Iteration 39F: 3 clusters Score -1598484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -657573.125000 Penalty: 2151.327881
	Iteration 0F: 2 clusters Score -657573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -652488.937500 Penalty: 4302.655762
	Iteration 0F: 3 clusters Score -652488.9 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -653879.187500 Penalty: 4302.655762
	Iteration 1F: 3 clusters Score -653879.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -654192.937500 Penalty: 4302.655762
	Iteration 2F: 3 clusters Score -654192.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -654416.500000 Penalty: 4302.655762
	Iteration 3F: 3 clusters Score -654416.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -654592.500000 Penalty: 4302.655762
	Iteration 4Q: 3 clusters Score -654592.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -654724.375000 Penalty: 4302.655762
	Iteration 5Q: 3 clusters Score -654724.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -654821.312500 Penalty: 4302.655762
	Iteration 6Q: 3 clusters Score -654821.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -654905.687500 Penalty: 4302.655762
	Iteration 7Q: 3 clusters Score -654905.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -654996.687500 Penalty: 4302.655762
	Iteration 8Q: 3 clusters Score -654996.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -655086.187500 Penalty: 4302.655762
	Iteration 9Q: 3 clusters Score -655086.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -655155.750000 Penalty: 4302.655762
	Iteration 10Q: 3 clusters Score -655155.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -655216.812500 Penalty: 4302.655762
	Iteration 11Q: 3 clusters Score -655216.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -655274.812500 Penalty: 4302.655762
	Iteration 12Q: 3 clusters Score -655274.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -655331.687500 Penalty: 4302.655762
	Iteration 13Q: 3 clusters Score -655331.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -655384.062500 Penalty: 4302.655762
	Iteration 14Q: 3 clusters Score -655384.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -655428.875000 Penalty: 4302.655762
	Iteration 15Q: 3 clusters Score -655428.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -655473.750000 Penalty: 4302.655762
	Iteration 16Q: 3 clusters Score -655473.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -655509.875000 Penalty: 4302.655762
	Iteration 17Q: 3 clusters Score -655509.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -655545.500000 Penalty: 4302.655762
	Iteration 18Q: 3 clusters Score -655545.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -655578.437500 Penalty: 4302.655762
	Iteration 19Q: 3 clusters Score -655578.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -655605.937500 Penalty: 4302.655762
	Iteration 20F: 3 clusters Score -655605.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -655627.687500 Penalty: 4302.655762
	Iteration 21Q: 3 clusters Score -655627.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -655641.812500 Penalty: 4302.655762
	Iteration 22Q: 3 clusters Score -655641.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -655657.375000 Penalty: 4302.655762
	Iteration 23Q: 3 clusters Score -655657.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -655670.187500 Penalty: 4302.655762
	Iteration 24Q: 3 clusters Score -655670.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -655684.812500 Penalty: 4302.655762
	Iteration 25Q: 3 clusters Score -655684.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -655697.937500 Penalty: 4302.655762
	Iteration 26Q: 3 clusters Score -655697.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -655711.812500 Penalty: 4302.655762
	Iteration 27Q: 3 clusters Score -655711.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -655724.312500 Penalty: 4302.655762
	Iteration 28Q: 3 clusters Score -655724.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -655740.437500 Penalty: 4302.655762
	Iteration 29Q: 3 clusters Score -655740.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -655754.125000 Penalty: 4302.655762
	Iteration 30Q: 3 clusters Score -655754.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -655769.375000 Penalty: 4302.655762
	Iteration 31Q: 3 clusters Score -655769.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -655786.250000 Penalty: 4302.655762
	Iteration 32Q: 3 clusters Score -655786.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -655800.562500 Penalty: 4302.655762
	Iteration 33Q: 3 clusters Score -655800.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -655815.062500 Penalty: 4302.655762
	Iteration 34Q: 3 clusters Score -655815.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -655826.187500 Penalty: 4302.655762
	Iteration 35Q: 3 clusters Score -655826.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -655836.625000 Penalty: 4302.655762
	Iteration 36Q: 3 clusters Score -655836.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -655853.187500 Penalty: 4302.655762
	Iteration 37Q: 3 clusters Score -655853.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -655868.062500 Penalty: 4302.655762
	Iteration 38Q: 3 clusters Score -655868.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -655884.062500 Penalty: 4302.655762
	Iteration 39Q: 3 clusters Score -655884.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -655893.750000 Penalty: 4302.655762
	Iteration 40F: 3 clusters Score -655893.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -655902.875000 Penalty: 4302.655762
	Iteration 41Q: 3 clusters Score -655902.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -655909.125000 Penalty: 4302.655762
	Iteration 42Q: 3 clusters Score -655909.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -655920.562500 Penalty: 4302.655762
	Iteration 43Q: 3 clusters Score -655920.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -655931.062500 Penalty: 4302.655762
	Iteration 44Q: 3 clusters Score -655931.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -655938.875000 Penalty: 4302.655762
	Iteration 45Q: 3 clusters Score -655938.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -655944.875000 Penalty: 4302.655762
	Iteration 46Q: 3 clusters Score -655944.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -655949.000000 Penalty: 4302.655762
	Iteration 47Q: 3 clusters Score -655949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -655951.750000 Penalty: 4302.655762
	Iteration 48Q: 3 clusters Score -655951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -655954.875000 Penalty: 4302.655762
	Iteration 49Q: 3 clusters Score -655954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -655956.625000 Penalty: 4302.655762
	Iteration 50Q: 3 clusters Score -655956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -655959.562500 Penalty: 4302.655762
	Iteration 51Q: 3 clusters Score -655959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -655962.625000 Penalty: 4302.655762
	Iteration 52Q: 3 clusters Score -655962.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -655964.000000 Penalty: 4302.655762
	Iteration 53Q: 3 clusters Score -655964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -655967.875000 Penalty: 4302.655762
	Iteration 54Q: 3 clusters Score -655967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -655968.625000 Penalty: 4302.655762
	Iteration 55Q: 3 clusters Score -655968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -655970.562500 Penalty: 4302.655762
	Iteration 56Q: 3 clusters Score -655970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -655973.875000 Penalty: 4302.655762
	Iteration 57Q: 3 clusters Score -655973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -655974.000000 Penalty: 4302.655762
	Iteration 58Q: 3 clusters Score -655974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -655973.500000 Penalty: 4302.655762
	Iteration 59Q: 3 clusters Score -655973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -655975.875000 Penalty: 4302.655762
	Iteration 60F: 3 clusters Score -655975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -655975.750000 Penalty: 4302.655762
	Iteration 61Q: 3 clusters Score -655975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -655979.312500 Penalty: 4302.655762
	Iteration 62Q: 3 clusters Score -655979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -655981.500000 Penalty: 4302.655762
	Iteration 63Q: 3 clusters Score -655981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -655981.437500 Penalty: 4302.655762
	Iteration 64Q: 3 clusters Score -655981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -655981.750000 Penalty: 4302.655762
	Iteration 65Q: 3 clusters Score -655981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -655981.187500 Penalty: 4302.655762
	Iteration 66Q: 3 clusters Score -655981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -655981.937500 Penalty: 4302.655762
	Iteration 67Q: 3 clusters Score -655981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -655982.750000 Penalty: 4302.655762
	Iteration 68Q: 3 clusters Score -655982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -655984.062500 Penalty: 4302.655762
	Iteration 69Q: 3 clusters Score -655984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -655984.062500 Penalty: 4302.655762
	Iteration 70F: 3 clusters Score -655984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -431679.062500 Penalty: 2040.322754
	Iteration 0F: 2 clusters Score -431679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -428003.437500 Penalty: 4080.645508
	Iteration 0F: 3 clusters Score -428003.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -428799.625000 Penalty: 4080.645508
	Iteration 1F: 3 clusters Score -428799.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -428953.406250 Penalty: 4080.645508
	Iteration 2F: 3 clusters Score -428953.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -429028.906250 Penalty: 4080.645508
	Iteration 3Q: 3 clusters Score -429028.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -429074.781250 Penalty: 4080.645508
	Iteration 4Q: 3 clusters Score -429074.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -429113.062500 Penalty: 4080.645508
	Iteration 5Q: 3 clusters Score -429113.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -429148.593750 Penalty: 4080.645508
	Iteration 6Q: 3 clusters Score -429148.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -429190.562500 Penalty: 4080.645508
	Iteration 7Q: 3 clusters Score -429190.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -429230.000000 Penalty: 4080.645508
	Iteration 8Q: 3 clusters Score -429230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -429275.000000 Penalty: 4080.645508
	Iteration 9Q: 3 clusters Score -429275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -429311.875000 Penalty: 4080.645508
	Iteration 10Q: 3 clusters Score -429311.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -429339.250000 Penalty: 4080.645508
	Iteration 11Q: 3 clusters Score -429339.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -429362.937500 Penalty: 4080.645508
	Iteration 12Q: 3 clusters Score -429362.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -429378.562500 Penalty: 4080.645508
	Iteration 13Q: 3 clusters Score -429378.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -429395.125000 Penalty: 4080.645508
	Iteration 14Q: 3 clusters Score -429395.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -429430.593750 Penalty: 4080.645508
	Iteration 15Q: 3 clusters Score -429430.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -429464.875000 Penalty: 4080.645508
	Iteration 16Q: 3 clusters Score -429464.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -429491.656250 Penalty: 4080.645508
	Iteration 17Q: 3 clusters Score -429491.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -429505.750000 Penalty: 4080.645508
	Iteration 18Q: 3 clusters Score -429505.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -429518.000000 Penalty: 4080.645508
	Iteration 19Q: 3 clusters Score -429518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -429529.906250 Penalty: 4080.645508
	Iteration 20F: 3 clusters Score -429529.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -429545.375000 Penalty: 4080.645508
	Iteration 21Q: 3 clusters Score -429545.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -429558.156250 Penalty: 4080.645508
	Iteration 22Q: 3 clusters Score -429558.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -429569.968750 Penalty: 4080.645508
	Iteration 23Q: 3 clusters Score -429570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -429586.406250 Penalty: 4080.645508
	Iteration 24Q: 3 clusters Score -429586.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -429597.031250 Penalty: 4080.645508
	Iteration 25Q: 3 clusters Score -429597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -429607.000000 Penalty: 4080.645508
	Iteration 26Q: 3 clusters Score -429607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -429615.812500 Penalty: 4080.645508
	Iteration 27Q: 3 clusters Score -429615.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -429622.500000 Penalty: 4080.645508
	Iteration 28Q: 3 clusters Score -429622.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -429629.500000 Penalty: 4080.645508
	Iteration 29Q: 3 clusters Score -429629.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -429637.843750 Penalty: 4080.645508
	Iteration 30Q: 3 clusters Score -429637.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -429650.625000 Penalty: 4080.645508
	Iteration 31Q: 3 clusters Score -429650.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -429662.218750 Penalty: 4080.645508
	Iteration 32Q: 3 clusters Score -429662.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -429673.218750 Penalty: 4080.645508
	Iteration 33Q: 3 clusters Score -429673.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -429685.375000 Penalty: 4080.645508
	Iteration 34Q: 3 clusters Score -429685.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -429696.562500 Penalty: 4080.645508
	Iteration 35Q: 3 clusters Score -429696.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -429707.062500 Penalty: 4080.645508
	Iteration 36Q: 3 clusters Score -429707.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -429714.906250 Penalty: 4080.645508
	Iteration 37Q: 3 clusters Score -429714.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -429725.375000 Penalty: 4080.645508
	Iteration 38Q: 3 clusters Score -429725.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -429737.437500 Penalty: 4080.645508
	Iteration 39Q: 3 clusters Score -429737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -429749.437500 Penalty: 4080.645508
	Iteration 40F: 3 clusters Score -429749.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -429762.125000 Penalty: 4080.645508
	Iteration 41Q: 3 clusters Score -429762.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -429772.156250 Penalty: 4080.645508
	Iteration 42Q: 3 clusters Score -429772.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -429781.218750 Penalty: 4080.645508
	Iteration 43Q: 3 clusters Score -429781.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -429789.437500 Penalty: 4080.645508
	Iteration 44Q: 3 clusters Score -429789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -429798.343750 Penalty: 4080.645508
	Iteration 45Q: 3 clusters Score -429798.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -429800.406250 Penalty: 4080.645508
	Iteration 46Q: 3 clusters Score -429800.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -429805.000000 Penalty: 4080.645508
	Iteration 47Q: 3 clusters Score -429805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -429809.812500 Penalty: 4080.645508
	Iteration 48Q: 3 clusters Score -429809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -429815.562500 Penalty: 4080.645508
	Iteration 49Q: 3 clusters Score -429815.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -429824.968750 Penalty: 4080.645508
	Iteration 50Q: 3 clusters Score -429825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -429832.593750 Penalty: 4080.645508
	Iteration 51Q: 3 clusters Score -429832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -429843.406250 Penalty: 4080.645508
	Iteration 52Q: 3 clusters Score -429843.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -429856.375000 Penalty: 4080.645508
	Iteration 53Q: 3 clusters Score -429856.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -429875.187500 Penalty: 4080.645508
	Iteration 54Q: 3 clusters Score -429875.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -429892.375000 Penalty: 4080.645508
	Iteration 55Q: 3 clusters Score -429892.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -429910.593750 Penalty: 4080.645508
	Iteration 56Q: 3 clusters Score -429910.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -429933.968750 Penalty: 4080.645508
	Iteration 57Q: 3 clusters Score -429934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -429959.406250 Penalty: 4080.645508
	Iteration 58Q: 3 clusters Score -429959.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -429976.218750 Penalty: 4080.645508
	Iteration 59Q: 3 clusters Score -429976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -429995.500000 Penalty: 4080.645508
	Iteration 60F: 3 clusters Score -429995.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -430012.187500 Penalty: 4080.645508
	Iteration 61Q: 3 clusters Score -430012.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -430025.687500 Penalty: 4080.645508
	Iteration 62Q: 3 clusters Score -430025.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -430036.593750 Penalty: 4080.645508
	Iteration 63Q: 3 clusters Score -430036.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -430045.468750 Penalty: 4080.645508
	Iteration 64Q: 3 clusters Score -430045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -430053.312500 Penalty: 4080.645508
	Iteration 65Q: 3 clusters Score -430053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -430057.718750 Penalty: 4080.645508
	Iteration 66Q: 3 clusters Score -430057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -430060.500000 Penalty: 4080.645508
	Iteration 67Q: 3 clusters Score -430060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -430062.187500 Penalty: 4080.645508
	Iteration 68Q: 3 clusters Score -430062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -430063.718750 Penalty: 4080.645508
	Iteration 69Q: 3 clusters Score -430063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -430063.656250 Penalty: 4080.645508
	Iteration 70Q: 3 clusters Score -430063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -430063.656250 Penalty: 4080.645508
	Iteration 71F: 3 clusters Score -430063.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Entering Unmasked Estep 
Score: -1516039.625000 Penalty: 2344.220459
	Iteration 0F: 2 clusters Score -1516040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1506692.875000 Penalty: 4688.440918
	Iteration 0F: 3 clusters Score -1506693 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1509652.750000 Penalty: 4688.440918
	Iteration 1F: 3 clusters Score -1509653 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1509999.875000 Penalty: 4688.440918
	Iteration 2F: 3 clusters Score -1510000 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1510309.625000 Penalty: 4688.440918
	Iteration 3Q: 3 clusters Score -1510310 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1510607.750000 Penalty: 4688.440918
	Iteration 4Q: 3 clusters Score -1510608 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1510905.125000 Penalty: 4688.440918
	Iteration 5Q: 3 clusters Score -1510905 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1511190.625000 Penalty: 4688.440918
	Iteration 6Q: 3 clusters Score -1511191 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1511503.000000 Penalty: 4688.440918
	Iteration 7Q: 3 clusters Score -1511503 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1511826.875000 Penalty: 4688.440918
	Iteration 8Q: 3 clusters Score -1511827 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1512158.625000 Penalty: 4688.440918
	Iteration 9Q: 3 clusters Score -1512159 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1512472.500000 Penalty: 4688.440918
	Iteration 10Q: 3 clusters Score -1512472 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1512789.750000 Penalty: 4688.440918
	Iteration 11Q: 3 clusters Score -1512790 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1513062.750000 Penalty: 4688.440918
	Iteration 12Q: 3 clusters Score -1513063 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1513303.625000 Penalty: 4688.440918
	Iteration 13Q: 3 clusters Score -1513304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1513428.000000 Penalty: 4688.440918
	Iteration 14Q: 3 clusters Score -1513428 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1513528.875000 Penalty: 4688.440918
	Iteration 15Q: 3 clusters Score -1513529 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1513626.375000 Penalty: 4688.440918
	Iteration 16Q: 3 clusters Score -1513626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1513693.125000 Penalty: 4688.440918
	Iteration 17Q: 3 clusters Score -1513693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1513750.250000 Penalty: 4688.440918
	Iteration 18Q: 3 clusters Score -1513750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1513794.625000 Penalty: 4688.440918
	Iteration 19Q: 3 clusters Score -1513795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1513833.875000 Penalty: 4688.440918
	Iteration 20F: 3 clusters Score -1513834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1513869.000000 Penalty: 4688.440918
	Iteration 21Q: 3 clusters Score -1513869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1513901.250000 Penalty: 4688.440918
	Iteration 22Q: 3 clusters Score -1513901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1513937.750000 Penalty: 4688.440918
	Iteration 23Q: 3 clusters Score -1513938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1513970.625000 Penalty: 4688.440918
	Iteration 24Q: 3 clusters Score -1513971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1513997.250000 Penalty: 4688.440918
	Iteration 25Q: 3 clusters Score -1513997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1514017.375000 Penalty: 4688.440918
	Iteration 26Q: 3 clusters Score -1514017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1514026.500000 Penalty: 4688.440918
	Iteration 27Q: 3 clusters Score -1514026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1514040.500000 Penalty: 4688.440918
	Iteration 28Q: 3 clusters Score -1514040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1514042.750000 Penalty: 4688.440918
	Iteration 29Q: 3 clusters Score -1514043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1514046.625000 Penalty: 4688.440918
	Iteration 30Q: 3 clusters Score -1514047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1514044.750000 Penalty: 4688.440918
	Iteration 31Q: 3 clusters Score -1514045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1514047.375000 Penalty: 4688.440918
	Iteration 32Q: 3 clusters Score -1514047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1514050.500000 Penalty: 4688.440918
	Iteration 33Q: 3 clusters Score -1514050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1514052.500000 Penalty: 4688.440918
	Iteration 34Q: 3 clusters Score -1514052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1514056.375000 Penalty: 4688.440918
	Iteration 35Q: 3 clusters Score -1514056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1514056.375000 Penalty: 4688.440918
	Iteration 36Q: 3 clusters Score -1514056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1514056.375000 Penalty: 4688.440918
	Iteration 37F: 3 clusters Score -1514056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Entering Unmasked Estep 
Score: -728401.250000 Penalty: 2162.512207
	Iteration 0F: 2 clusters Score -728401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -723187.750000 Penalty: 4325.024414
	Iteration 0F: 3 clusters Score -723187.8 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -724600.000000 Penalty: 4325.024414
	Iteration 1F: 3 clusters Score -724600 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -724884.937500 Penalty: 4325.024414
	Iteration 2F: 3 clusters Score -724884.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -725094.000000 Penalty: 4325.024414
	Iteration 3F: 3 clusters Score -725094 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -725247.500000 Penalty: 4325.024414
	Iteration 4Q: 3 clusters Score -725247.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -725387.625000 Penalty: 4325.024414
	Iteration 5Q: 3 clusters Score -725387.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -725496.750000 Penalty: 4325.024414
	Iteration 6Q: 3 clusters Score -725496.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -725594.687500 Penalty: 4325.024414
	Iteration 7Q: 3 clusters Score -725594.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -725692.562500 Penalty: 4325.024414
	Iteration 8Q: 3 clusters Score -725692.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -725794.625000 Penalty: 4325.024414
	Iteration 9Q: 3 clusters Score -725794.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -725899.125000 Penalty: 4325.024414
	Iteration 10Q: 3 clusters Score -725899.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -726004.062500 Penalty: 4325.024414
	Iteration 11Q: 3 clusters Score -726004.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -726110.750000 Penalty: 4325.024414
	Iteration 12Q: 3 clusters Score -726110.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -726209.375000 Penalty: 4325.024414
	Iteration 13Q: 3 clusters Score -726209.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -726294.937500 Penalty: 4325.024414
	Iteration 14Q: 3 clusters Score -726294.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -726367.000000 Penalty: 4325.024414
	Iteration 15Q: 3 clusters Score -726367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -726414.062500 Penalty: 4325.024414
	Iteration 16Q: 3 clusters Score -726414.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -726462.375000 Penalty: 4325.024414
	Iteration 17Q: 3 clusters Score -726462.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -726496.062500 Penalty: 4325.024414
	Iteration 18Q: 3 clusters Score -726496.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -726526.250000 Penalty: 4325.024414
	Iteration 19Q: 3 clusters Score -726526.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -726545.187500 Penalty: 4325.024414
	Iteration 20F: 3 clusters Score -726545.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -726553.125000 Penalty: 4325.024414
	Iteration 21Q: 3 clusters Score -726553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -726559.625000 Penalty: 4325.024414
	Iteration 22Q: 3 clusters Score -726559.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -726565.062500 Penalty: 4325.024414
	Iteration 23Q: 3 clusters Score -726565.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -726570.375000 Penalty: 4325.024414
	Iteration 24Q: 3 clusters Score -726570.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -726574.562500 Penalty: 4325.024414
	Iteration 25Q: 3 clusters Score -726574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -726579.437500 Penalty: 4325.024414
	Iteration 26Q: 3 clusters Score -726579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -726579.937500 Penalty: 4325.024414
	Iteration 27Q: 3 clusters Score -726579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -726580.062500 Penalty: 4325.024414
	Iteration 28Q: 3 clusters Score -726580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -726580.250000 Penalty: 4325.024414
	Iteration 29Q: 3 clusters Score -726580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -726580.250000 Penalty: 4325.024414
	Iteration 30F: 3 clusters Score -726580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -121808.710938 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -121808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119785.390625 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -119785.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120116.304688 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -120116.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120300.906250 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -120300.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120459.257812 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -120459.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120637.773438 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -120637.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120826.687500 Penalty: 3479.793213
	Iteration 5F: 3 clusters Score -120826.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121121.648438 Penalty: 3479.793213
	Iteration 6F: 3 clusters Score -121121.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121683.507812 Penalty: 3479.793213
	Iteration 7F: 3 clusters Score -121683.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122098.859375 Penalty: 3479.793213
	Iteration 8F: 3 clusters Score -122098.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -122374.242188 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -122374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -122413.976562 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -122414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -122419.476562 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -122419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122421.484375 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -122421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -122428.789062 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -122428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122438.101562 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -122438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122438.101562 Penalty: 3479.793213
	Iteration 15F: 3 clusters Score -122438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170871 members 
Mstep: Class 23 contains 36534 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175812 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
Score: -124225568.000000 Penalty: 113352.726562
Splitting cluster 9 changes total score from -124226528.000000 to -124225568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -591143.312500 Penalty: 2106.086914
	Iteration 0F: 2 clusters Score -591143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -586721.125000 Penalty: 4212.173828
	Iteration 0F: 3 clusters Score -586721.1 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -587746.437500 Penalty: 4212.173828
	Iteration 1F: 3 clusters Score -587746.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -587973.125000 Penalty: 4212.173828
	Iteration 2F: 3 clusters Score -587973.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -588098.125000 Penalty: 4212.173828
	Iteration 3Q: 3 clusters Score -588098.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -588174.250000 Penalty: 4212.173828
	Iteration 4Q: 3 clusters Score -588174.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -588240.437500 Penalty: 4212.173828
	Iteration 5Q: 3 clusters Score -588240.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -588302.187500 Penalty: 4212.173828
	Iteration 6Q: 3 clusters Score -588302.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -588359.187500 Penalty: 4212.173828
	Iteration 7Q: 3 clusters Score -588359.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -588402.687500 Penalty: 4212.173828
	Iteration 8Q: 3 clusters Score -588402.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -588457.812500 Penalty: 4212.173828
	Iteration 9Q: 3 clusters Score -588457.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -588514.125000 Penalty: 4212.173828
	Iteration 10Q: 3 clusters Score -588514.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -588574.375000 Penalty: 4212.173828
	Iteration 11Q: 3 clusters Score -588574.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -588622.500000 Penalty: 4212.173828
	Iteration 12Q: 3 clusters Score -588622.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -588655.875000 Penalty: 4212.173828
	Iteration 13Q: 3 clusters Score -588655.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -588686.312500 Penalty: 4212.173828
	Iteration 14Q: 3 clusters Score -588686.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -588707.500000 Penalty: 4212.173828
	Iteration 15Q: 3 clusters Score -588707.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -588733.125000 Penalty: 4212.173828
	Iteration 16Q: 3 clusters Score -588733.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -588756.000000 Penalty: 4212.173828
	Iteration 17Q: 3 clusters Score -588756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -588772.625000 Penalty: 4212.173828
	Iteration 18Q: 3 clusters Score -588772.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -588786.687500 Penalty: 4212.173828
	Iteration 19Q: 3 clusters Score -588786.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -588801.000000 Penalty: 4212.173828
	Iteration 20F: 3 clusters Score -588801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -588816.250000 Penalty: 4212.173828
	Iteration 21Q: 3 clusters Score -588816.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -588837.875000 Penalty: 4212.173828
	Iteration 22Q: 3 clusters Score -588837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -588854.312500 Penalty: 4212.173828
	Iteration 23Q: 3 clusters Score -588854.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -588869.750000 Penalty: 4212.173828
	Iteration 24Q: 3 clusters Score -588869.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -588883.625000 Penalty: 4212.173828
	Iteration 25Q: 3 clusters Score -588883.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -588900.062500 Penalty: 4212.173828
	Iteration 26Q: 3 clusters Score -588900.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -588924.937500 Penalty: 4212.173828
	Iteration 27Q: 3 clusters Score -588924.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -588944.187500 Penalty: 4212.173828
	Iteration 28Q: 3 clusters Score -588944.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -588959.812500 Penalty: 4212.173828
	Iteration 29Q: 3 clusters Score -588959.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -588973.312500 Penalty: 4212.173828
	Iteration 30Q: 3 clusters Score -588973.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -588984.250000 Penalty: 4212.173828
	Iteration 31Q: 3 clusters Score -588984.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -588998.250000 Penalty: 4212.173828
	Iteration 32Q: 3 clusters Score -588998.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -589012.500000 Penalty: 4212.173828
	Iteration 33Q: 3 clusters Score -589012.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -589026.000000 Penalty: 4212.173828
	Iteration 34Q: 3 clusters Score -589026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -589040.312500 Penalty: 4212.173828
	Iteration 35Q: 3 clusters Score -589040.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -589050.250000 Penalty: 4212.173828
	Iteration 36Q: 3 clusters Score -589050.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -589066.625000 Penalty: 4212.173828
	Iteration 37Q: 3 clusters Score -589066.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -589079.500000 Penalty: 4212.173828
	Iteration 38Q: 3 clusters Score -589079.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -589092.250000 Penalty: 4212.173828
	Iteration 39Q: 3 clusters Score -589092.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -589102.000000 Penalty: 4212.173828
	Iteration 40F: 3 clusters Score -589102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -589114.437500 Penalty: 4212.173828
	Iteration 41Q: 3 clusters Score -589114.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -589126.812500 Penalty: 4212.173828
	Iteration 42Q: 3 clusters Score -589126.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -589136.312500 Penalty: 4212.173828
	Iteration 43Q: 3 clusters Score -589136.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -589151.687500 Penalty: 4212.173828
	Iteration 44Q: 3 clusters Score -589151.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -589165.562500 Penalty: 4212.173828
	Iteration 45Q: 3 clusters Score -589165.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -589179.062500 Penalty: 4212.173828
	Iteration 46Q: 3 clusters Score -589179.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -589193.625000 Penalty: 4212.173828
	Iteration 47Q: 3 clusters Score -589193.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -589208.437500 Penalty: 4212.173828
	Iteration 48Q: 3 clusters Score -589208.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -589219.875000 Penalty: 4212.173828
	Iteration 49Q: 3 clusters Score -589219.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -589233.875000 Penalty: 4212.173828
	Iteration 50Q: 3 clusters Score -589233.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -589247.000000 Penalty: 4212.173828
	Iteration 51Q: 3 clusters Score -589247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -589256.750000 Penalty: 4212.173828
	Iteration 52Q: 3 clusters Score -589256.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -589268.062500 Penalty: 4212.173828
	Iteration 53Q: 3 clusters Score -589268.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -589277.625000 Penalty: 4212.173828
	Iteration 54Q: 3 clusters Score -589277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -589284.937500 Penalty: 4212.173828
	Iteration 55Q: 3 clusters Score -589284.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -589290.812500 Penalty: 4212.173828
	Iteration 56Q: 3 clusters Score -589290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -589295.312500 Penalty: 4212.173828
	Iteration 57Q: 3 clusters Score -589295.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -589299.750000 Penalty: 4212.173828
	Iteration 58Q: 3 clusters Score -589299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -589303.937500 Penalty: 4212.173828
	Iteration 59Q: 3 clusters Score -589303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -589308.812500 Penalty: 4212.173828
	Iteration 60F: 3 clusters Score -589308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -589311.687500 Penalty: 4212.173828
	Iteration 61Q: 3 clusters Score -589311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -589313.937500 Penalty: 4212.173828
	Iteration 62Q: 3 clusters Score -589313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -589317.062500 Penalty: 4212.173828
	Iteration 63Q: 3 clusters Score -589317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -589319.937500 Penalty: 4212.173828
	Iteration 64Q: 3 clusters Score -589319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -589322.875000 Penalty: 4212.173828
	Iteration 65Q: 3 clusters Score -589322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -589322.875000 Penalty: 4212.173828
	Iteration 66F: 3 clusters Score -589322.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Entering Unmasked Estep 
Score: -718502.125000 Penalty: 2156.153564
	Iteration 0F: 2 clusters Score -718502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -713412.562500 Penalty: 4312.307129
	Iteration 0F: 3 clusters Score -713412.6 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -714661.375000 Penalty: 4312.307129
	Iteration 1F: 3 clusters Score -714661.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -714925.875000 Penalty: 4312.307129
	Iteration 2F: 3 clusters Score -714925.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -715140.625000 Penalty: 4312.307129
	Iteration 3F: 3 clusters Score -715140.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -715378.437500 Penalty: 4312.307129
	Iteration 4F: 3 clusters Score -715378.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -715734.250000 Penalty: 4312.307129
	Iteration 5F: 3 clusters Score -715734.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -716130.937500 Penalty: 4312.307129
	Iteration 6F: 3 clusters Score -716130.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -716544.812500 Penalty: 4312.307129
	Iteration 7F: 3 clusters Score -716544.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -716937.687500 Penalty: 4312.307129
	Iteration 8F: 3 clusters Score -716937.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -717259.250000 Penalty: 4312.307129
	Iteration 9F: 3 clusters Score -717259.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -717506.250000 Penalty: 4312.307129
	Iteration 10Q: 3 clusters Score -717506.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -717664.687500 Penalty: 4312.307129
	Iteration 11Q: 3 clusters Score -717664.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -717792.062500 Penalty: 4312.307129
	Iteration 12Q: 3 clusters Score -717792.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -717880.625000 Penalty: 4312.307129
	Iteration 13Q: 3 clusters Score -717880.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -717959.687500 Penalty: 4312.307129
	Iteration 14Q: 3 clusters Score -717959.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -718024.000000 Penalty: 4312.307129
	Iteration 15Q: 3 clusters Score -718024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -718083.937500 Penalty: 4312.307129
	Iteration 16Q: 3 clusters Score -718083.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -718114.750000 Penalty: 4312.307129
	Iteration 17Q: 3 clusters Score -718114.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -718132.250000 Penalty: 4312.307129
	Iteration 18Q: 3 clusters Score -718132.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -718148.750000 Penalty: 4312.307129
	Iteration 19Q: 3 clusters Score -718148.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -718161.375000 Penalty: 4312.307129
	Iteration 20F: 3 clusters Score -718161.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -718171.312500 Penalty: 4312.307129
	Iteration 21Q: 3 clusters Score -718171.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -718179.812500 Penalty: 4312.307129
	Iteration 22Q: 3 clusters Score -718179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -718181.000000 Penalty: 4312.307129
	Iteration 23Q: 3 clusters Score -718181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -718183.312500 Penalty: 4312.307129
	Iteration 24Q: 3 clusters Score -718183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -718183.250000 Penalty: 4312.307129
	Iteration 25Q: 3 clusters Score -718183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -718186.062500 Penalty: 4312.307129
	Iteration 26Q: 3 clusters Score -718186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -718186.437500 Penalty: 4312.307129
	Iteration 27Q: 3 clusters Score -718186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -718187.937500 Penalty: 4312.307129
	Iteration 28Q: 3 clusters Score -718187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -718191.125000 Penalty: 4312.307129
	Iteration 29Q: 3 clusters Score -718191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -718191.125000 Penalty: 4312.307129
	Iteration 30Q: 3 clusters Score -718191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -718191.062500 Penalty: 4312.307129
	Iteration 31Q: 3 clusters Score -718191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -718191.062500 Penalty: 4312.307129
	Iteration 32F: 3 clusters Score -718191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Entering Unmasked Estep 
Score: -2598171.750000 Penalty: 2470.468750
	Iteration 0F: 2 clusters Score -2598172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2583231.250000 Penalty: 4940.937500
	Iteration 0F: 3 clusters Score -2583231 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2588341.500000 Penalty: 4940.937500
	Iteration 1F: 3 clusters Score -2588342 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2588774.750000 Penalty: 4940.937500
	Iteration 2F: 3 clusters Score -2588775 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2589154.000000 Penalty: 4940.937500
	Iteration 3Q: 3 clusters Score -2589154 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2589578.500000 Penalty: 4940.937500
	Iteration 4Q: 3 clusters Score -2589578 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2590040.500000 Penalty: 4940.937500
	Iteration 5Q: 3 clusters Score -2590040 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2590552.000000 Penalty: 4940.937500
	Iteration 6Q: 3 clusters Score -2590552 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2591118.500000 Penalty: 4940.937500
	Iteration 7F: 3 clusters Score -2591118 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2591675.750000 Penalty: 4940.937500
	Iteration 8Q: 3 clusters Score -2591676 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2592182.250000 Penalty: 4940.937500
	Iteration 9Q: 3 clusters Score -2592182 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2592647.250000 Penalty: 4940.937500
	Iteration 10Q: 3 clusters Score -2592647 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2593066.500000 Penalty: 4940.937500
	Iteration 11Q: 3 clusters Score -2593066 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2593446.750000 Penalty: 4940.937500
	Iteration 12Q: 3 clusters Score -2593447 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2593777.750000 Penalty: 4940.937500
	Iteration 13Q: 3 clusters Score -2593778 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2594068.500000 Penalty: 4940.937500
	Iteration 14Q: 3 clusters Score -2594068 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2594331.250000 Penalty: 4940.937500
	Iteration 15Q: 3 clusters Score -2594331 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2594517.750000 Penalty: 4940.937500
	Iteration 16Q: 3 clusters Score -2594518 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2594708.000000 Penalty: 4940.937500
	Iteration 17Q: 3 clusters Score -2594708 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2594894.500000 Penalty: 4940.937500
	Iteration 18Q: 3 clusters Score -2594894 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2595069.000000 Penalty: 4940.937500
	Iteration 19Q: 3 clusters Score -2595069 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2595222.500000 Penalty: 4940.937500
	Iteration 20F: 3 clusters Score -2595222 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2595361.500000 Penalty: 4940.937500
	Iteration 21Q: 3 clusters Score -2595362 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2595508.000000 Penalty: 4940.937500
	Iteration 22Q: 3 clusters Score -2595508 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2595652.250000 Penalty: 4940.937500
	Iteration 23Q: 3 clusters Score -2595652 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2595780.500000 Penalty: 4940.937500
	Iteration 24Q: 3 clusters Score -2595780 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2595884.750000 Penalty: 4940.937500
	Iteration 25Q: 3 clusters Score -2595885 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2595968.000000 Penalty: 4940.937500
	Iteration 26Q: 3 clusters Score -2595968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2596032.750000 Penalty: 4940.937500
	Iteration 27Q: 3 clusters Score -2596033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2596070.000000 Penalty: 4940.937500
	Iteration 28Q: 3 clusters Score -2596070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2596104.250000 Penalty: 4940.937500
	Iteration 29Q: 3 clusters Score -2596104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2596133.250000 Penalty: 4940.937500
	Iteration 30Q: 3 clusters Score -2596133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2596151.750000 Penalty: 4940.937500
	Iteration 31Q: 3 clusters Score -2596152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2596174.250000 Penalty: 4940.937500
	Iteration 32Q: 3 clusters Score -2596174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2596190.500000 Penalty: 4940.937500
	Iteration 33Q: 3 clusters Score -2596190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2596207.750000 Penalty: 4940.937500
	Iteration 34Q: 3 clusters Score -2596208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2596225.000000 Penalty: 4940.937500
	Iteration 35Q: 3 clusters Score -2596225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2596231.750000 Penalty: 4940.937500
	Iteration 36Q: 3 clusters Score -2596232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2596238.750000 Penalty: 4940.937500
	Iteration 37Q: 3 clusters Score -2596239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2596243.250000 Penalty: 4940.937500
	Iteration 38Q: 3 clusters Score -2596243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2596254.000000 Penalty: 4940.937500
	Iteration 39Q: 3 clusters Score -2596254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2596258.000000 Penalty: 4940.937500
	Iteration 40F: 3 clusters Score -2596258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2596257.750000 Penalty: 4940.937500
	Iteration 41Q: 3 clusters Score -2596258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2596261.250000 Penalty: 4940.937500
	Iteration 42Q: 3 clusters Score -2596261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2596266.500000 Penalty: 4940.937500
	Iteration 43Q: 3 clusters Score -2596266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2596264.750000 Penalty: 4940.937500
	Iteration 44Q: 3 clusters Score -2596265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2596267.750000 Penalty: 4940.937500
	Iteration 45Q: 3 clusters Score -2596268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2596271.000000 Penalty: 4940.937500
	Iteration 46Q: 3 clusters Score -2596271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2596269.750000 Penalty: 4940.937500
	Iteration 47Q: 3 clusters Score -2596270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2596269.250000 Penalty: 4940.937500
	Iteration 48Q: 3 clusters Score -2596269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2596269.250000 Penalty: 4940.937500
	Iteration 49Q: 3 clusters Score -2596269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2596270.000000 Penalty: 4940.937500
	Iteration 50Q: 3 clusters Score -2596270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2596269.750000 Penalty: 4940.937500
	Iteration 51Q: 3 clusters Score -2596270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2596271.000000 Penalty: 4940.937500
	Iteration 52Q: 3 clusters Score -2596271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2596271.000000 Penalty: 4940.937500
	Iteration 53F: 3 clusters Score -2596271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Entering Unmasked Estep 
Score: -20676116.000000 Penalty: 2986.436279
	Iteration 0F: 2 clusters Score -2.067612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -20564086.000000 Penalty: 5972.872559
	Iteration 0F: 3 clusters Score -2.056409e+07 nChanged 81144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -20612270.000000 Penalty: 5972.872559
	Iteration 1F: 3 clusters Score -2.061227e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -20614456.000000 Penalty: 5972.872559
	Iteration 2Q: 3 clusters Score -2.061446e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -20617494.000000 Penalty: 5972.872559
	Iteration 3Q: 3 clusters Score -2.061749e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -20621616.000000 Penalty: 5972.872559
	Iteration 4F: 3 clusters Score -2.062162e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -20626570.000000 Penalty: 5972.872559
	Iteration 5F: 3 clusters Score -2.062657e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -20632148.000000 Penalty: 5972.872559
	Iteration 6F: 3 clusters Score -2.063215e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -20637910.000000 Penalty: 5972.872559
	Iteration 7F: 3 clusters Score -2.063791e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 126164 members 
Entering Unmasked Estep 
Score: -20643954.000000 Penalty: 5972.872559
	Iteration 8F: 3 clusters Score -2.064395e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 135048 members 
Entering Unmasked Estep 
Score: -20650176.000000 Penalty: 5972.872559
	Iteration 9F: 3 clusters Score -2.065018e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -20656604.000000 Penalty: 5972.872559
	Iteration 10F: 3 clusters Score -2.06566e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -20661958.000000 Penalty: 5972.872559
	Iteration 11Q: 3 clusters Score -2.066196e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 158199 members 
Entering Unmasked Estep 
Score: -20666462.000000 Penalty: 5972.872559
	Iteration 12Q: 3 clusters Score -2.066646e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 162852 members 
Entering Unmasked Estep 
Score: -20669520.000000 Penalty: 5972.872559
	Iteration 13Q: 3 clusters Score -2.066952e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 165668 members 
Entering Unmasked Estep 
Score: -20671220.000000 Penalty: 5972.872559
	Iteration 14Q: 3 clusters Score -2.067122e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -20672294.000000 Penalty: 5972.872559
	Iteration 15Q: 3 clusters Score -2.067229e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -20672860.000000 Penalty: 5972.872559
	Iteration 16Q: 3 clusters Score -2.067286e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 168525 members 
Entering Unmasked Estep 
Score: -20673208.000000 Penalty: 5972.872559
	Iteration 17Q: 3 clusters Score -2.067321e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -20673406.000000 Penalty: 5972.872559
	Iteration 18Q: 3 clusters Score -2.067341e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -20673484.000000 Penalty: 5972.872559
	Iteration 19Q: 3 clusters Score -2.067348e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -20673554.000000 Penalty: 5972.872559
	Iteration 20F: 3 clusters Score -2.067355e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 168968 members 
Entering Unmasked Estep 
Score: -20673614.000000 Penalty: 5972.872559
	Iteration 21Q: 3 clusters Score -2.067361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -20673612.000000 Penalty: 5972.872559
	Iteration 22Q: 3 clusters Score -2.067361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 169013 members 
Entering Unmasked Estep 
Score: -20673618.000000 Penalty: 5972.872559
	Iteration 23Q: 3 clusters Score -2.067362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -20673620.000000 Penalty: 5972.872559
	Iteration 24Q: 3 clusters Score -2.067362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 169034 members 
Entering Unmasked Estep 
Score: -20673650.000000 Penalty: 5972.872559
	Iteration 25Q: 3 clusters Score -2.067365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 169037 members 
Entering Unmasked Estep 
Score: -20673662.000000 Penalty: 5972.872559
	Iteration 26Q: 3 clusters Score -2.067366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 169045 members 
Entering Unmasked Estep 
Score: -20673676.000000 Penalty: 5972.872559
	Iteration 27Q: 3 clusters Score -2.067368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -20673648.000000 Penalty: 5972.872559
	Iteration 28Q: 3 clusters Score -2.067365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -20673630.000000 Penalty: 5972.872559
	Iteration 29Q: 3 clusters Score -2.067363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -20673654.000000 Penalty: 5972.872559
	Iteration 30Q: 3 clusters Score -2.067365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 169055 members 
Entering Unmasked Estep 
Score: -20673654.000000 Penalty: 5972.872559
	Iteration 31Q: 3 clusters Score -2.067365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 169056 members 
Entering Unmasked Estep 
Score: -20673652.000000 Penalty: 5972.872559
	Iteration 32Q: 3 clusters Score -2.067365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -20673654.000000 Penalty: 5972.872559
	Iteration 33Q: 3 clusters Score -2.067365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -20673654.000000 Penalty: 5972.872559
	Iteration 34F: 3 clusters Score -2.067365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Entering Unmasked Estep 
Score: -998939.687500 Penalty: 2240.363281
	Iteration 0F: 2 clusters Score -998939.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -992243.687500 Penalty: 4480.726562
	Iteration 0F: 3 clusters Score -992243.7 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -994058.187500 Penalty: 4480.726562
	Iteration 1F: 3 clusters Score -994058.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -994322.750000 Penalty: 4480.726562
	Iteration 2F: 3 clusters Score -994322.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -994554.125000 Penalty: 4480.726562
	Iteration 3F: 3 clusters Score -994554.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -994781.062500 Penalty: 4480.726562
	Iteration 4Q: 3 clusters Score -994781.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -995041.875000 Penalty: 4480.726562
	Iteration 5Q: 3 clusters Score -995041.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -995333.687500 Penalty: 4480.726562
	Iteration 6F: 3 clusters Score -995333.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -995637.375000 Penalty: 4480.726562
	Iteration 7F: 3 clusters Score -995637.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -995939.875000 Penalty: 4480.726562
	Iteration 8Q: 3 clusters Score -995939.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -996204.062500 Penalty: 4480.726562
	Iteration 9Q: 3 clusters Score -996204.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -996413.687500 Penalty: 4480.726562
	Iteration 10Q: 3 clusters Score -996413.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -996559.562500 Penalty: 4480.726562
	Iteration 11Q: 3 clusters Score -996559.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -996669.500000 Penalty: 4480.726562
	Iteration 12Q: 3 clusters Score -996669.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -996759.625000 Penalty: 4480.726562
	Iteration 13Q: 3 clusters Score -996759.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -996847.187500 Penalty: 4480.726562
	Iteration 14Q: 3 clusters Score -996847.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -996926.062500 Penalty: 4480.726562
	Iteration 15Q: 3 clusters Score -996926.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -996975.250000 Penalty: 4480.726562
	Iteration 16Q: 3 clusters Score -996975.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -997012.250000 Penalty: 4480.726562
	Iteration 17Q: 3 clusters Score -997012.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -997033.687500 Penalty: 4480.726562
	Iteration 18Q: 3 clusters Score -997033.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -997050.125000 Penalty: 4480.726562
	Iteration 19Q: 3 clusters Score -997050.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -997068.812500 Penalty: 4480.726562
	Iteration 20F: 3 clusters Score -997068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -997083.562500 Penalty: 4480.726562
	Iteration 21Q: 3 clusters Score -997083.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -997093.937500 Penalty: 4480.726562
	Iteration 22Q: 3 clusters Score -997093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -997107.000000 Penalty: 4480.726562
	Iteration 23Q: 3 clusters Score -997107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -997117.625000 Penalty: 4480.726562
	Iteration 24Q: 3 clusters Score -997117.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -997130.812500 Penalty: 4480.726562
	Iteration 25Q: 3 clusters Score -997130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -997142.000000 Penalty: 4480.726562
	Iteration 26Q: 3 clusters Score -997142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -997159.562500 Penalty: 4480.726562
	Iteration 27Q: 3 clusters Score -997159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -997171.750000 Penalty: 4480.726562
	Iteration 28Q: 3 clusters Score -997171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -997185.375000 Penalty: 4480.726562
	Iteration 29Q: 3 clusters Score -997185.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -997188.812500 Penalty: 4480.726562
	Iteration 30Q: 3 clusters Score -997188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -997193.187500 Penalty: 4480.726562
	Iteration 31Q: 3 clusters Score -997193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -997197.062500 Penalty: 4480.726562
	Iteration 32Q: 3 clusters Score -997197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -997203.562500 Penalty: 4480.726562
	Iteration 33Q: 3 clusters Score -997203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -997210.250000 Penalty: 4480.726562
	Iteration 34Q: 3 clusters Score -997210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -997217.000000 Penalty: 4480.726562
	Iteration 35Q: 3 clusters Score -997217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -997220.437500 Penalty: 4480.726562
	Iteration 36Q: 3 clusters Score -997220.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -997229.875000 Penalty: 4480.726562
	Iteration 37Q: 3 clusters Score -997229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -997233.750000 Penalty: 4480.726562
	Iteration 38Q: 3 clusters Score -997233.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -997237.000000 Penalty: 4480.726562
	Iteration 39Q: 3 clusters Score -997237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -997238.375000 Penalty: 4480.726562
	Iteration 40F: 3 clusters Score -997238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -997243.625000 Penalty: 4480.726562
	Iteration 41Q: 3 clusters Score -997243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -997243.625000 Penalty: 4480.726562
	Iteration 42Q: 3 clusters Score -997243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -997244.875000 Penalty: 4480.726562
	Iteration 43Q: 3 clusters Score -997244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -997245.312500 Penalty: 4480.726562
	Iteration 44Q: 3 clusters Score -997245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -997245.625000 Penalty: 4480.726562
	Iteration 45Q: 3 clusters Score -997245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -997245.625000 Penalty: 4480.726562
	Iteration 46F: 3 clusters Score -997245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1153269.125000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1153269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1145706.500000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1145706 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1148062.375000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1148062 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1148438.250000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1148438 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1148723.125000 Penalty: 4558.813965
	Iteration 3F: 3 clusters Score -1148723 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1148959.000000 Penalty: 4558.813965
	Iteration 4Q: 3 clusters Score -1148959 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1149238.375000 Penalty: 4558.813965
	Iteration 5Q: 3 clusters Score -1149238 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1149594.250000 Penalty: 4558.813965
	Iteration 6F: 3 clusters Score -1149594 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1150004.000000 Penalty: 4558.813965
	Iteration 7F: 3 clusters Score -1150004 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1150433.625000 Penalty: 4558.813965
	Iteration 8F: 3 clusters Score -1150434 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1150861.750000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1150862 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1151195.750000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1151196 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1151414.125000 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1151414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1151550.750000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1151551 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1151644.000000 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1151644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1151694.500000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1151694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1151721.375000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1151721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1151752.250000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1151752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1151765.750000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1151766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1151772.375000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1151772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1151772.125000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1151772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1151772.125000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1151772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Entering Unmasked Estep 
Score: -2462386.000000 Penalty: 2457.400391
	Iteration 0F: 2 clusters Score -2462386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2448216.000000 Penalty: 4914.800781
	Iteration 0F: 3 clusters Score -2448216 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2453076.500000 Penalty: 4914.800781
	Iteration 1F: 3 clusters Score -2453076 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2453520.500000 Penalty: 4914.800781
	Iteration 2F: 3 clusters Score -2453520 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2453891.000000 Penalty: 4914.800781
	Iteration 3Q: 3 clusters Score -2453891 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2454220.500000 Penalty: 4914.800781
	Iteration 4Q: 3 clusters Score -2454220 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2454485.250000 Penalty: 4914.800781
	Iteration 5Q: 3 clusters Score -2454485 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2454805.250000 Penalty: 4914.800781
	Iteration 6Q: 3 clusters Score -2454805 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2455093.500000 Penalty: 4914.800781
	Iteration 7Q: 3 clusters Score -2455094 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2455384.750000 Penalty: 4914.800781
	Iteration 8Q: 3 clusters Score -2455385 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2455677.000000 Penalty: 4914.800781
	Iteration 9Q: 3 clusters Score -2455677 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2455981.000000 Penalty: 4914.800781
	Iteration 10Q: 3 clusters Score -2455981 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2456288.250000 Penalty: 4914.800781
	Iteration 11Q: 3 clusters Score -2456288 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2456596.250000 Penalty: 4914.800781
	Iteration 12Q: 3 clusters Score -2456596 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2456845.750000 Penalty: 4914.800781
	Iteration 13Q: 3 clusters Score -2456846 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2457079.250000 Penalty: 4914.800781
	Iteration 14Q: 3 clusters Score -2457079 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2457257.000000 Penalty: 4914.800781
	Iteration 15Q: 3 clusters Score -2457257 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2457412.000000 Penalty: 4914.800781
	Iteration 16Q: 3 clusters Score -2457412 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2457552.250000 Penalty: 4914.800781
	Iteration 17Q: 3 clusters Score -2457552 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2457695.500000 Penalty: 4914.800781
	Iteration 18Q: 3 clusters Score -2457696 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2457873.000000 Penalty: 4914.800781
	Iteration 19Q: 3 clusters Score -2457873 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2458025.750000 Penalty: 4914.800781
	Iteration 20F: 3 clusters Score -2458026 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2458199.250000 Penalty: 4914.800781
	Iteration 21Q: 3 clusters Score -2458199 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2458404.750000 Penalty: 4914.800781
	Iteration 22Q: 3 clusters Score -2458405 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2458599.500000 Penalty: 4914.800781
	Iteration 23Q: 3 clusters Score -2458600 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2458805.750000 Penalty: 4914.800781
	Iteration 24Q: 3 clusters Score -2458806 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2459012.750000 Penalty: 4914.800781
	Iteration 25Q: 3 clusters Score -2459013 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2459182.000000 Penalty: 4914.800781
	Iteration 26Q: 3 clusters Score -2459182 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2459361.000000 Penalty: 4914.800781
	Iteration 27Q: 3 clusters Score -2459361 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2459547.250000 Penalty: 4914.800781
	Iteration 28Q: 3 clusters Score -2459547 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2459710.750000 Penalty: 4914.800781
	Iteration 29Q: 3 clusters Score -2459711 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2459861.750000 Penalty: 4914.800781
	Iteration 30Q: 3 clusters Score -2459862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2459967.250000 Penalty: 4914.800781
	Iteration 31Q: 3 clusters Score -2459967 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2460060.500000 Penalty: 4914.800781
	Iteration 32Q: 3 clusters Score -2460060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2460131.250000 Penalty: 4914.800781
	Iteration 33Q: 3 clusters Score -2460131 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2460184.000000 Penalty: 4914.800781
	Iteration 34Q: 3 clusters Score -2460184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2460218.000000 Penalty: 4914.800781
	Iteration 35Q: 3 clusters Score -2460218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2460242.750000 Penalty: 4914.800781
	Iteration 36Q: 3 clusters Score -2460243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2460278.250000 Penalty: 4914.800781
	Iteration 37Q: 3 clusters Score -2460278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2460303.500000 Penalty: 4914.800781
	Iteration 38Q: 3 clusters Score -2460304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2460312.500000 Penalty: 4914.800781
	Iteration 39Q: 3 clusters Score -2460312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2460327.750000 Penalty: 4914.800781
	Iteration 40F: 3 clusters Score -2460328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2460335.500000 Penalty: 4914.800781
	Iteration 41Q: 3 clusters Score -2460336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2460350.750000 Penalty: 4914.800781
	Iteration 42Q: 3 clusters Score -2460351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2460358.750000 Penalty: 4914.800781
	Iteration 43Q: 3 clusters Score -2460359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2460367.250000 Penalty: 4914.800781
	Iteration 44Q: 3 clusters Score -2460367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2460368.000000 Penalty: 4914.800781
	Iteration 45Q: 3 clusters Score -2460368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2460372.000000 Penalty: 4914.800781
	Iteration 46Q: 3 clusters Score -2460372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2460373.250000 Penalty: 4914.800781
	Iteration 47Q: 3 clusters Score -2460373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2460376.000000 Penalty: 4914.800781
	Iteration 48Q: 3 clusters Score -2460376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2460377.750000 Penalty: 4914.800781
	Iteration 49Q: 3 clusters Score -2460378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2460382.250000 Penalty: 4914.800781
	Iteration 50Q: 3 clusters Score -2460382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2460384.250000 Penalty: 4914.800781
	Iteration 51Q: 3 clusters Score -2460384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2460384.000000 Penalty: 4914.800781
	Iteration 52Q: 3 clusters Score -2460384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2460385.250000 Penalty: 4914.800781
	Iteration 53Q: 3 clusters Score -2460385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2460389.250000 Penalty: 4914.800781
	Iteration 54Q: 3 clusters Score -2460389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2460391.500000 Penalty: 4914.800781
	Iteration 55Q: 3 clusters Score -2460392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2460391.500000 Penalty: 4914.800781
	Iteration 56F: 3 clusters Score -2460392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -630283.562500 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -630283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -625475.312500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -625475.3 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -626834.437500 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -626834.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -627214.437500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -627214.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -627537.500000 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -627537.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -627816.562500 Penalty: 4272.522461
	Iteration 4F: 3 clusters Score -627816.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -628036.562500 Penalty: 4272.522461
	Iteration 5Q: 3 clusters Score -628036.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -628254.812500 Penalty: 4272.522461
	Iteration 6Q: 3 clusters Score -628254.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -628472.437500 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -628472.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -628633.062500 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -628633.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -628770.250000 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -628770.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -628860.187500 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -628860.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -628940.562500 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -628940.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -629006.312500 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -629006.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -629055.937500 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -629055.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -629093.062500 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -629093.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -629110.875000 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -629110.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -629128.187500 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -629128.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -629139.250000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -629139.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -629148.000000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -629148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -629151.250000 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -629151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -629153.500000 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -629153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -629155.187500 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -629155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -629155.125000 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -629155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -629155.125000 Penalty: 4272.522461
	Iteration 23F: 3 clusters Score -629155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Entering Unmasked Estep 
Score: -1760923.250000 Penalty: 2374.113281
	Iteration 0F: 2 clusters Score -1760923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1750448.750000 Penalty: 4748.226562
	Iteration 0F: 3 clusters Score -1750449 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1753753.000000 Penalty: 4748.226562
	Iteration 1F: 3 clusters Score -1753753 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1754142.375000 Penalty: 4748.226562
	Iteration 2F: 3 clusters Score -1754142 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1754460.000000 Penalty: 4748.226562
	Iteration 3F: 3 clusters Score -1754460 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1754699.375000 Penalty: 4748.226562
	Iteration 4Q: 3 clusters Score -1754699 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1754908.625000 Penalty: 4748.226562
	Iteration 5Q: 3 clusters Score -1754909 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1755098.125000 Penalty: 4748.226562
	Iteration 6Q: 3 clusters Score -1755098 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1755303.250000 Penalty: 4748.226562
	Iteration 7Q: 3 clusters Score -1755303 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1755520.125000 Penalty: 4748.226562
	Iteration 8Q: 3 clusters Score -1755520 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1755769.250000 Penalty: 4748.226562
	Iteration 9Q: 3 clusters Score -1755769 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1756079.125000 Penalty: 4748.226562
	Iteration 10Q: 3 clusters Score -1756079 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1756471.500000 Penalty: 4748.226562
	Iteration 11Q: 3 clusters Score -1756472 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1756928.750000 Penalty: 4748.226562
	Iteration 12Q: 3 clusters Score -1756929 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1757428.875000 Penalty: 4748.226562
	Iteration 13Q: 3 clusters Score -1757429 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1757883.625000 Penalty: 4748.226562
	Iteration 14Q: 3 clusters Score -1757884 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1758207.375000 Penalty: 4748.226562
	Iteration 15Q: 3 clusters Score -1758207 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1758436.000000 Penalty: 4748.226562
	Iteration 16Q: 3 clusters Score -1758436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1758591.375000 Penalty: 4748.226562
	Iteration 17Q: 3 clusters Score -1758591 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1758693.375000 Penalty: 4748.226562
	Iteration 18Q: 3 clusters Score -1758693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1758743.000000 Penalty: 4748.226562
	Iteration 19Q: 3 clusters Score -1758743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1758783.250000 Penalty: 4748.226562
	Iteration 20F: 3 clusters Score -1758783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1758814.750000 Penalty: 4748.226562
	Iteration 21Q: 3 clusters Score -1758815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1758832.875000 Penalty: 4748.226562
	Iteration 22Q: 3 clusters Score -1758833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1758849.500000 Penalty: 4748.226562
	Iteration 23Q: 3 clusters Score -1758850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1758862.250000 Penalty: 4748.226562
	Iteration 24Q: 3 clusters Score -1758862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1758872.750000 Penalty: 4748.226562
	Iteration 25Q: 3 clusters Score -1758873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1758882.125000 Penalty: 4748.226562
	Iteration 26Q: 3 clusters Score -1758882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1758892.000000 Penalty: 4748.226562
	Iteration 27Q: 3 clusters Score -1758892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1758900.750000 Penalty: 4748.226562
	Iteration 28Q: 3 clusters Score -1758901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1758905.125000 Penalty: 4748.226562
	Iteration 29Q: 3 clusters Score -1758905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1758907.500000 Penalty: 4748.226562
	Iteration 30Q: 3 clusters Score -1758908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1758910.250000 Penalty: 4748.226562
	Iteration 31Q: 3 clusters Score -1758910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1758915.625000 Penalty: 4748.226562
	Iteration 32Q: 3 clusters Score -1758916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1758920.375000 Penalty: 4748.226562
	Iteration 33Q: 3 clusters Score -1758920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1758922.500000 Penalty: 4748.226562
	Iteration 34Q: 3 clusters Score -1758922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1758923.625000 Penalty: 4748.226562
	Iteration 35Q: 3 clusters Score -1758924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1758924.875000 Penalty: 4748.226562
	Iteration 36Q: 3 clusters Score -1758925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1758924.875000 Penalty: 4748.226562
	Iteration 37F: 3 clusters Score -1758925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Entering Unmasked Estep 
Score: -6737483.500000 Penalty: 2705.866211
	Iteration 0F: 2 clusters Score -6737484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6700646.000000 Penalty: 5411.732422
	Iteration 0F: 3 clusters Score -6700646 nChanged 25366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -6714763.000000 Penalty: 5411.732422
	Iteration 1F: 3 clusters Score -6714763 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -6715425.000000 Penalty: 5411.732422
	Iteration 2Q: 3 clusters Score -6715425 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -6716143.500000 Penalty: 5411.732422
	Iteration 3Q: 3 clusters Score -6716144 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -6717111.500000 Penalty: 5411.732422
	Iteration 4Q: 3 clusters Score -6717112 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -6718259.000000 Penalty: 5411.732422
	Iteration 5Q: 3 clusters Score -6718259 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -6719977.500000 Penalty: 5411.732422
	Iteration 6F: 3 clusters Score -6719978 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -6722477.000000 Penalty: 5411.732422
	Iteration 7F: 3 clusters Score -6722477 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -6725713.000000 Penalty: 5411.732422
	Iteration 8F: 3 clusters Score -6725713 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -6729331.000000 Penalty: 5411.732422
	Iteration 9F: 3 clusters Score -6729331 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -6732074.500000 Penalty: 5411.732422
	Iteration 10F: 3 clusters Score -6732074 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -6733625.000000 Penalty: 5411.732422
	Iteration 11Q: 3 clusters Score -6733625 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6734366.500000 Penalty: 5411.732422
	Iteration 12Q: 3 clusters Score -6734366 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -6734786.000000 Penalty: 5411.732422
	Iteration 13Q: 3 clusters Score -6734786 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -6734944.000000 Penalty: 5411.732422
	Iteration 14Q: 3 clusters Score -6734944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -6735034.000000 Penalty: 5411.732422
	Iteration 15Q: 3 clusters Score -6735034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -6735095.500000 Penalty: 5411.732422
	Iteration 16Q: 3 clusters Score -6735096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -6735132.000000 Penalty: 5411.732422
	Iteration 17Q: 3 clusters Score -6735132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -6735165.500000 Penalty: 5411.732422
	Iteration 18Q: 3 clusters Score -6735166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -6735173.500000 Penalty: 5411.732422
	Iteration 19Q: 3 clusters Score -6735174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -6735179.500000 Penalty: 5411.732422
	Iteration 20F: 3 clusters Score -6735180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -6735184.000000 Penalty: 5411.732422
	Iteration 21Q: 3 clusters Score -6735184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -6735185.500000 Penalty: 5411.732422
	Iteration 22Q: 3 clusters Score -6735186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6735181.000000 Penalty: 5411.732422
	Iteration 23Q: 3 clusters Score -6735181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -6735193.000000 Penalty: 5411.732422
	Iteration 24Q: 3 clusters Score -6735193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6735195.500000 Penalty: 5411.732422
	Iteration 25Q: 3 clusters Score -6735196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -6735200.500000 Penalty: 5411.732422
	Iteration 26Q: 3 clusters Score -6735200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6735197.000000 Penalty: 5411.732422
	Iteration 27Q: 3 clusters Score -6735197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6735197.000000 Penalty: 5411.732422
	Iteration 28F: 3 clusters Score -6735197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -703479.000000 Penalty: 2147.312744
	Iteration 0F: 2 clusters Score -703479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -698524.375000 Penalty: 4294.625488
	Iteration 0F: 3 clusters Score -698524.4 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -699754.625000 Penalty: 4294.625488
	Iteration 1F: 3 clusters Score -699754.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -699980.187500 Penalty: 4294.625488
	Iteration 2F: 3 clusters Score -699980.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -700135.687500 Penalty: 4294.625488
	Iteration 3F: 3 clusters Score -700135.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -700260.125000 Penalty: 4294.625488
	Iteration 4Q: 3 clusters Score -700260.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -700383.000000 Penalty: 4294.625488
	Iteration 5Q: 3 clusters Score -700383 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -700506.000000 Penalty: 4294.625488
	Iteration 6Q: 3 clusters Score -700506 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -700616.437500 Penalty: 4294.625488
	Iteration 7Q: 3 clusters Score -700616.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -700740.500000 Penalty: 4294.625488
	Iteration 8Q: 3 clusters Score -700740.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -700853.812500 Penalty: 4294.625488
	Iteration 9Q: 3 clusters Score -700853.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -700957.125000 Penalty: 4294.625488
	Iteration 10Q: 3 clusters Score -700957.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -701064.687500 Penalty: 4294.625488
	Iteration 11Q: 3 clusters Score -701064.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -701169.437500 Penalty: 4294.625488
	Iteration 12Q: 3 clusters Score -701169.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -701248.562500 Penalty: 4294.625488
	Iteration 13Q: 3 clusters Score -701248.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -701310.875000 Penalty: 4294.625488
	Iteration 14Q: 3 clusters Score -701310.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -701367.375000 Penalty: 4294.625488
	Iteration 15Q: 3 clusters Score -701367.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -701415.312500 Penalty: 4294.625488
	Iteration 16Q: 3 clusters Score -701415.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -701456.562500 Penalty: 4294.625488
	Iteration 17Q: 3 clusters Score -701456.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -701480.937500 Penalty: 4294.625488
	Iteration 18Q: 3 clusters Score -701480.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -701506.312500 Penalty: 4294.625488
	Iteration 19Q: 3 clusters Score -701506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -701527.000000 Penalty: 4294.625488
	Iteration 20F: 3 clusters Score -701527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -701543.312500 Penalty: 4294.625488
	Iteration 21Q: 3 clusters Score -701543.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -701555.625000 Penalty: 4294.625488
	Iteration 22Q: 3 clusters Score -701555.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -701568.437500 Penalty: 4294.625488
	Iteration 23Q: 3 clusters Score -701568.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -701573.687500 Penalty: 4294.625488
	Iteration 24Q: 3 clusters Score -701573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -701579.500000 Penalty: 4294.625488
	Iteration 25Q: 3 clusters Score -701579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -701584.375000 Penalty: 4294.625488
	Iteration 26Q: 3 clusters Score -701584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -701590.062500 Penalty: 4294.625488
	Iteration 27Q: 3 clusters Score -701590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -701593.187500 Penalty: 4294.625488
	Iteration 28Q: 3 clusters Score -701593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -701593.562500 Penalty: 4294.625488
	Iteration 29Q: 3 clusters Score -701593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -701593.562500 Penalty: 4294.625488
	Iteration 30F: 3 clusters Score -701593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170703 members 
Entering Unmasked Estep 
Score: -21202608.000000 Penalty: 2987.824951
	Iteration 0F: 2 clusters Score -2.120261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 85414 members 
Entering Unmasked Estep 
Score: -21089666.000000 Penalty: 5975.649902
	Iteration 0F: 3 clusters Score -2.108967e+07 nChanged 81869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -21137230.000000 Penalty: 5975.649902
	Iteration 1F: 3 clusters Score -2.113723e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -21138052.000000 Penalty: 5975.649902
	Iteration 2Q: 3 clusters Score -2.113805e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -21138928.000000 Penalty: 5975.649902
	Iteration 3Q: 3 clusters Score -2.113893e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -21140130.000000 Penalty: 5975.649902
	Iteration 4Q: 3 clusters Score -2.114013e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85343 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -21141992.000000 Penalty: 5975.649902
	Iteration 5Q: 3 clusters Score -2.114199e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -21144514.000000 Penalty: 5975.649902
	Iteration 6Q: 3 clusters Score -2.114451e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -21148050.000000 Penalty: 5975.649902
	Iteration 7Q: 3 clusters Score -2.114805e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -21152942.000000 Penalty: 5975.649902
	Iteration 8F: 3 clusters Score -2.115294e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -21158000.000000 Penalty: 5975.649902
	Iteration 9F: 3 clusters Score -2.1158e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -21162930.000000 Penalty: 5975.649902
	Iteration 10F: 3 clusters Score -2.116293e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -21167214.000000 Penalty: 5975.649902
	Iteration 11F: 3 clusters Score -2.116721e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -21171718.000000 Penalty: 5975.649902
	Iteration 12Q: 3 clusters Score -2.117172e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -21176332.000000 Penalty: 5975.649902
	Iteration 13Q: 3 clusters Score -2.117633e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -21180926.000000 Penalty: 5975.649902
	Iteration 14Q: 3 clusters Score -2.118093e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -21184616.000000 Penalty: 5975.649902
	Iteration 15Q: 3 clusters Score -2.118462e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -21186832.000000 Penalty: 5975.649902
	Iteration 16Q: 3 clusters Score -2.118683e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -21188566.000000 Penalty: 5975.649902
	Iteration 17Q: 3 clusters Score -2.118857e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -21189878.000000 Penalty: 5975.649902
	Iteration 18Q: 3 clusters Score -2.118988e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -21190578.000000 Penalty: 5975.649902
	Iteration 19Q: 3 clusters Score -2.119058e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -21191110.000000 Penalty: 5975.649902
	Iteration 20F: 3 clusters Score -2.119111e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -21191616.000000 Penalty: 5975.649902
	Iteration 21Q: 3 clusters Score -2.119162e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -21191874.000000 Penalty: 5975.649902
	Iteration 22Q: 3 clusters Score -2.119187e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -21192076.000000 Penalty: 5975.649902
	Iteration 23Q: 3 clusters Score -2.119208e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -21192148.000000 Penalty: 5975.649902
	Iteration 24Q: 3 clusters Score -2.119215e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -21192222.000000 Penalty: 5975.649902
	Iteration 25Q: 3 clusters Score -2.119222e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -21192294.000000 Penalty: 5975.649902
	Iteration 26Q: 3 clusters Score -2.119229e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -21192386.000000 Penalty: 5975.649902
	Iteration 27Q: 3 clusters Score -2.119239e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -21192442.000000 Penalty: 5975.649902
	Iteration 28Q: 3 clusters Score -2.119244e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108442 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -21192454.000000 Penalty: 5975.649902
	Iteration 29Q: 3 clusters Score -2.119245e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -21192600.000000 Penalty: 5975.649902
	Iteration 30Q: 3 clusters Score -2.11926e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -21192624.000000 Penalty: 5975.649902
	Iteration 31Q: 3 clusters Score -2.119262e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109946 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -21192672.000000 Penalty: 5975.649902
	Iteration 32Q: 3 clusters Score -2.119267e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -21192686.000000 Penalty: 5975.649902
	Iteration 33Q: 3 clusters Score -2.119269e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -21192714.000000 Penalty: 5975.649902
	Iteration 34Q: 3 clusters Score -2.119271e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -21192716.000000 Penalty: 5975.649902
	Iteration 35Q: 3 clusters Score -2.119272e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111932 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -21192704.000000 Penalty: 5975.649902
	Iteration 36Q: 3 clusters Score -2.11927e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -21192794.000000 Penalty: 5975.649902
	Iteration 37Q: 3 clusters Score -2.119279e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -21192810.000000 Penalty: 5975.649902
	Iteration 38Q: 3 clusters Score -2.119281e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -21192802.000000 Penalty: 5975.649902
	Iteration 39Q: 3 clusters Score -2.11928e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -21192910.000000 Penalty: 5975.649902
	Iteration 40F: 3 clusters Score -2.119291e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114257 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -21192878.000000 Penalty: 5975.649902
	Iteration 41Q: 3 clusters Score -2.119288e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -21192920.000000 Penalty: 5975.649902
	Iteration 42Q: 3 clusters Score -2.119292e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -21192926.000000 Penalty: 5975.649902
	Iteration 43Q: 3 clusters Score -2.119293e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115760 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -21192938.000000 Penalty: 5975.649902
	Iteration 44Q: 3 clusters Score -2.119294e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -21192992.000000 Penalty: 5975.649902
	Iteration 45Q: 3 clusters Score -2.119299e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -21193078.000000 Penalty: 5975.649902
	Iteration 46Q: 3 clusters Score -2.119308e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117484 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -21193170.000000 Penalty: 5975.649902
	Iteration 47Q: 3 clusters Score -2.119317e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118091 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -21193278.000000 Penalty: 5975.649902
	Iteration 48Q: 3 clusters Score -2.119328e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -21193380.000000 Penalty: 5975.649902
	Iteration 49Q: 3 clusters Score -2.119338e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119334 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -21193442.000000 Penalty: 5975.649902
	Iteration 50Q: 3 clusters Score -2.119344e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -21193510.000000 Penalty: 5975.649902
	Iteration 51Q: 3 clusters Score -2.119351e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120601 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -21193562.000000 Penalty: 5975.649902
	Iteration 52Q: 3 clusters Score -2.119356e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -21193670.000000 Penalty: 5975.649902
	Iteration 53Q: 3 clusters Score -2.119367e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121919 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -21193700.000000 Penalty: 5975.649902
	Iteration 54Q: 3 clusters Score -2.11937e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -21193834.000000 Penalty: 5975.649902
	Iteration 55Q: 3 clusters Score -2.119383e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123334 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -21193874.000000 Penalty: 5975.649902
	Iteration 56Q: 3 clusters Score -2.119387e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -21194006.000000 Penalty: 5975.649902
	Iteration 57Q: 3 clusters Score -2.119401e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124932 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -21194108.000000 Penalty: 5975.649902
	Iteration 58Q: 3 clusters Score -2.119411e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -21194250.000000 Penalty: 5975.649902
	Iteration 59Q: 3 clusters Score -2.119425e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -21194350.000000 Penalty: 5975.649902
	Iteration 60F: 3 clusters Score -2.119435e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -21194460.000000 Penalty: 5975.649902
	Iteration 61Q: 3 clusters Score -2.119446e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -21194726.000000 Penalty: 5975.649902
	Iteration 62Q: 3 clusters Score -2.119473e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129680 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -21194822.000000 Penalty: 5975.649902
	Iteration 63Q: 3 clusters Score -2.119482e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130686 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -21194960.000000 Penalty: 5975.649902
	Iteration 64Q: 3 clusters Score -2.119496e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131711 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -21195132.000000 Penalty: 5975.649902
	Iteration 65Q: 3 clusters Score -2.119513e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132702 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -21195390.000000 Penalty: 5975.649902
	Iteration 66Q: 3 clusters Score -2.119539e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -21195466.000000 Penalty: 5975.649902
	Iteration 67Q: 3 clusters Score -2.119547e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -21195516.000000 Penalty: 5975.649902
	Iteration 68Q: 3 clusters Score -2.119552e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -21195768.000000 Penalty: 5975.649902
	Iteration 69Q: 3 clusters Score -2.119577e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -21196016.000000 Penalty: 5975.649902
	Iteration 70Q: 3 clusters Score -2.119602e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138262 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -21196184.000000 Penalty: 5975.649902
	Iteration 71Q: 3 clusters Score -2.119618e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139380 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -21196360.000000 Penalty: 5975.649902
	Iteration 72Q: 3 clusters Score -2.119636e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -21196542.000000 Penalty: 5975.649902
	Iteration 73Q: 3 clusters Score -2.119654e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -21196692.000000 Penalty: 5975.649902
	Iteration 74Q: 3 clusters Score -2.119669e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142862 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -21196914.000000 Penalty: 5975.649902
	Iteration 75Q: 3 clusters Score -2.119691e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -21197158.000000 Penalty: 5975.649902
	Iteration 76Q: 3 clusters Score -2.119716e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145190 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -21197428.000000 Penalty: 5975.649902
	Iteration 77Q: 3 clusters Score -2.119743e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146321 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -21197664.000000 Penalty: 5975.649902
	Iteration 78Q: 3 clusters Score -2.119766e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147433 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -21197884.000000 Penalty: 5975.649902
	Iteration 79Q: 3 clusters Score -2.119788e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -21198168.000000 Penalty: 5975.649902
	Iteration 80F: 3 clusters Score -2.119817e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -21198304.000000 Penalty: 5975.649902
	Iteration 81Q: 3 clusters Score -2.11983e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150817 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -21198506.000000 Penalty: 5975.649902
	Iteration 82Q: 3 clusters Score -2.119851e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151875 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -21198628.000000 Penalty: 5975.649902
	Iteration 83Q: 3 clusters Score -2.119863e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -21198922.000000 Penalty: 5975.649902
	Iteration 84Q: 3 clusters Score -2.119892e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -21199156.000000 Penalty: 5975.649902
	Iteration 85Q: 3 clusters Score -2.119916e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -21199286.000000 Penalty: 5975.649902
	Iteration 86Q: 3 clusters Score -2.119929e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -21199530.000000 Penalty: 5975.649902
	Iteration 87Q: 3 clusters Score -2.119953e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156701 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -21199756.000000 Penalty: 5975.649902
	Iteration 88Q: 3 clusters Score -2.119976e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -21199802.000000 Penalty: 5975.649902
	Iteration 89Q: 3 clusters Score -2.11998e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158299 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -21199882.000000 Penalty: 5975.649902
	Iteration 90Q: 3 clusters Score -2.119988e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159040 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -21200034.000000 Penalty: 5975.649902
	Iteration 91Q: 3 clusters Score -2.120003e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -21200152.000000 Penalty: 5975.649902
	Iteration 92Q: 3 clusters Score -2.120015e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -21200206.000000 Penalty: 5975.649902
	Iteration 93Q: 3 clusters Score -2.120021e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160916 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -21200366.000000 Penalty: 5975.649902
	Iteration 94Q: 3 clusters Score -2.120037e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -21200474.000000 Penalty: 5975.649902
	Iteration 95Q: 3 clusters Score -2.120047e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161888 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -21200504.000000 Penalty: 5975.649902
	Iteration 96Q: 3 clusters Score -2.12005e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162300 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -21200602.000000 Penalty: 5975.649902
	Iteration 97Q: 3 clusters Score -2.12006e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162713 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -21200620.000000 Penalty: 5975.649902
	Iteration 98Q: 3 clusters Score -2.120062e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163118 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -21200724.000000 Penalty: 5975.649902
	Iteration 99Q: 3 clusters Score -2.120072e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -21200796.000000 Penalty: 5975.649902
	Iteration 100F: 3 clusters Score -2.12008e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -21200822.000000 Penalty: 5975.649902
	Iteration 101Q: 3 clusters Score -2.120082e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -21200810.000000 Penalty: 5975.649902
	Iteration 102Q: 3 clusters Score -2.120081e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164329 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -21200824.000000 Penalty: 5975.649902
	Iteration 103Q: 3 clusters Score -2.120082e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164556 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -21200814.000000 Penalty: 5975.649902
	Iteration 104Q: 3 clusters Score -2.120081e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164771 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -21200882.000000 Penalty: 5975.649902
	Iteration 105Q: 3 clusters Score -2.120088e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164976 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -21200888.000000 Penalty: 5975.649902
	Iteration 106Q: 3 clusters Score -2.120089e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -21200930.000000 Penalty: 5975.649902
	Iteration 107Q: 3 clusters Score -2.120093e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -21200944.000000 Penalty: 5975.649902
	Iteration 108Q: 3 clusters Score -2.120094e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -21200968.000000 Penalty: 5975.649902
	Iteration 109Q: 3 clusters Score -2.120097e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -21200958.000000 Penalty: 5975.649902
	Iteration 110Q: 3 clusters Score -2.120096e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -21200948.000000 Penalty: 5975.649902
	Iteration 111Q: 3 clusters Score -2.120095e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165804 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -21200970.000000 Penalty: 5975.649902
	Iteration 112Q: 3 clusters Score -2.120097e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -21201020.000000 Penalty: 5975.649902
	Iteration 113Q: 3 clusters Score -2.120102e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165981 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -21201024.000000 Penalty: 5975.649902
	Iteration 114Q: 3 clusters Score -2.120102e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -21201028.000000 Penalty: 5975.649902
	Iteration 115Q: 3 clusters Score -2.120103e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -21201018.000000 Penalty: 5975.649902
	Iteration 116Q: 3 clusters Score -2.120102e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -21201028.000000 Penalty: 5975.649902
	Iteration 117Q: 3 clusters Score -2.120103e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166162 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -21201004.000000 Penalty: 5975.649902
	Iteration 118Q: 3 clusters Score -2.1201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166198 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -21200986.000000 Penalty: 5975.649902
	Iteration 119Q: 3 clusters Score -2.120099e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -21200966.000000 Penalty: 5975.649902
	Iteration 120F: 3 clusters Score -2.120097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -21200978.000000 Penalty: 5975.649902
	Iteration 121Q: 3 clusters Score -2.120098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166321 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -21201026.000000 Penalty: 5975.649902
	Iteration 122Q: 3 clusters Score -2.120103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -21201026.000000 Penalty: 5975.649902
	Iteration 123Q: 3 clusters Score -2.120103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -21201030.000000 Penalty: 5975.649902
	Iteration 124Q: 3 clusters Score -2.120103e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -21201028.000000 Penalty: 5975.649902
	Iteration 125Q: 3 clusters Score -2.120103e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -21201052.000000 Penalty: 5975.649902
	Iteration 126Q: 3 clusters Score -2.120105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166501 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -21201038.000000 Penalty: 5975.649902
	Iteration 127Q: 3 clusters Score -2.120104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -21201022.000000 Penalty: 5975.649902
	Iteration 128Q: 3 clusters Score -2.120102e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -21200980.000000 Penalty: 5975.649902
	Iteration 129Q: 3 clusters Score -2.120098e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166620 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -21200996.000000 Penalty: 5975.649902
	Iteration 130Q: 3 clusters Score -2.1201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166653 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -21200984.000000 Penalty: 5975.649902
	Iteration 131Q: 3 clusters Score -2.120098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -21200990.000000 Penalty: 5975.649902
	Iteration 132Q: 3 clusters Score -2.120099e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -21201002.000000 Penalty: 5975.649902
	Iteration 133Q: 3 clusters Score -2.1201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -21200980.000000 Penalty: 5975.649902
	Iteration 134Q: 3 clusters Score -2.120098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -21200970.000000 Penalty: 5975.649902
	Iteration 135Q: 3 clusters Score -2.120097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166826 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -21200976.000000 Penalty: 5975.649902
	Iteration 136Q: 3 clusters Score -2.120098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -21200982.000000 Penalty: 5975.649902
	Iteration 137Q: 3 clusters Score -2.120098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166877 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -21200984.000000 Penalty: 5975.649902
	Iteration 138Q: 3 clusters Score -2.120098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166898 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -21201010.000000 Penalty: 5975.649902
	Iteration 139Q: 3 clusters Score -2.120101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -21201022.000000 Penalty: 5975.649902
	Iteration 140F: 3 clusters Score -2.120102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166924 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -21201002.000000 Penalty: 5975.649902
	Iteration 141Q: 3 clusters Score -2.1201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166934 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -21201018.000000 Penalty: 5975.649902
	Iteration 142Q: 3 clusters Score -2.120102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -21201038.000000 Penalty: 5975.649902
	Iteration 143Q: 3 clusters Score -2.120104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -21201018.000000 Penalty: 5975.649902
	Iteration 144Q: 3 clusters Score -2.120102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -21201010.000000 Penalty: 5975.649902
	Iteration 145Q: 3 clusters Score -2.120101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -21201014.000000 Penalty: 5975.649902
	Iteration 146Q: 3 clusters Score -2.120101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -21201032.000000 Penalty: 5975.649902
	Iteration 147Q: 3 clusters Score -2.120103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -21201042.000000 Penalty: 5975.649902
	Iteration 148Q: 3 clusters Score -2.120104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -21201044.000000 Penalty: 5975.649902
	Iteration 149Q: 3 clusters Score -2.120104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -21201034.000000 Penalty: 5975.649902
	Iteration 150Q: 3 clusters Score -2.120103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167052 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21201044.000000 Penalty: 5975.649902
	Iteration 151Q: 3 clusters Score -2.120104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -21201040.000000 Penalty: 5975.649902
	Iteration 152Q: 3 clusters Score -2.120104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167076 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -21201038.000000 Penalty: 5975.649902
	Iteration 153Q: 3 clusters Score -2.120104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167088 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -21201032.000000 Penalty: 5975.649902
	Iteration 154Q: 3 clusters Score -2.120103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21201028.000000 Penalty: 5975.649902
	Iteration 155Q: 3 clusters Score -2.120103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21201022.000000 Penalty: 5975.649902
	Iteration 156Q: 3 clusters Score -2.120102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167112 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -21201022.000000 Penalty: 5975.649902
	Iteration 157Q: 3 clusters Score -2.120102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -21201046.000000 Penalty: 5975.649902
	Iteration 158Q: 3 clusters Score -2.120105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -21201032.000000 Penalty: 5975.649902
	Iteration 159Q: 3 clusters Score -2.120103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167139 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -21201032.000000 Penalty: 5975.649902
	Iteration 160F: 3 clusters Score -2.120103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21201034.000000 Penalty: 5975.649902
	Iteration 161Q: 3 clusters Score -2.120103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21201034.000000 Penalty: 5975.649902
	Iteration 162Q: 3 clusters Score -2.120103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -21201038.000000 Penalty: 5975.649902
	Iteration 163Q: 3 clusters Score -2.120104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167161 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -21201040.000000 Penalty: 5975.649902
	Iteration 164Q: 3 clusters Score -2.120104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167162 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -21201036.000000 Penalty: 5975.649902
	Iteration 165Q: 3 clusters Score -2.120104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -21201036.000000 Penalty: 5975.649902
	Iteration 166Q: 3 clusters Score -2.120104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167166 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21201030.000000 Penalty: 5975.649902
	Iteration 167Q: 3 clusters Score -2.120103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -21201024.000000 Penalty: 5975.649902
	Iteration 168Q: 3 clusters Score -2.120102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -21201034.000000 Penalty: 5975.649902
	Iteration 169Q: 3 clusters Score -2.120103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -21201034.000000 Penalty: 5975.649902
	Iteration 170F: 3 clusters Score -2.120103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Entering Unmasked Estep 
Score: -21277624.000000 Penalty: 2988.068604
	Iteration 0F: 2 clusters Score -2.127762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -21165230.000000 Penalty: 5976.137207
	Iteration 0F: 3 clusters Score -2.116523e+07 nChanged 81860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -21213186.000000 Penalty: 5976.137207
	Iteration 1F: 3 clusters Score -2.121319e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -21214638.000000 Penalty: 5976.137207
	Iteration 2Q: 3 clusters Score -2.121464e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95966 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -21216628.000000 Penalty: 5976.137207
	Iteration 3Q: 3 clusters Score -2.121663e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -21219822.000000 Penalty: 5976.137207
	Iteration 4Q: 3 clusters Score -2.121982e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110834 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -21225404.000000 Penalty: 5976.137207
	Iteration 5F: 3 clusters Score -2.12254e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -21233708.000000 Penalty: 5976.137207
	Iteration 6F: 3 clusters Score -2.123371e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134904 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -21244124.000000 Penalty: 5976.137207
	Iteration 7F: 3 clusters Score -2.124412e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147113 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -21255354.000000 Penalty: 5976.137207
	Iteration 8F: 3 clusters Score -2.125535e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -21264000.000000 Penalty: 5976.137207
	Iteration 9F: 3 clusters Score -2.1264e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163708 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -21269840.000000 Penalty: 5976.137207
	Iteration 10Q: 3 clusters Score -2.126984e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -21272922.000000 Penalty: 5976.137207
	Iteration 11Q: 3 clusters Score -2.127292e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21274172.000000 Penalty: 5976.137207
	Iteration 12Q: 3 clusters Score -2.127417e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21274718.000000 Penalty: 5976.137207
	Iteration 13Q: 3 clusters Score -2.127472e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169888 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21274958.000000 Penalty: 5976.137207
	Iteration 14Q: 3 clusters Score -2.127496e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170009 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -21275102.000000 Penalty: 5976.137207
	Iteration 15Q: 3 clusters Score -2.12751e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170063 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -21275188.000000 Penalty: 5976.137207
	Iteration 16Q: 3 clusters Score -2.127519e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21275254.000000 Penalty: 5976.137207
	Iteration 17Q: 3 clusters Score -2.127525e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170121 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21275310.000000 Penalty: 5976.137207
	Iteration 18Q: 3 clusters Score -2.127531e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21275316.000000 Penalty: 5976.137207
	Iteration 19Q: 3 clusters Score -2.127532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21275330.000000 Penalty: 5976.137207
	Iteration 20F: 3 clusters Score -2.127533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21275332.000000 Penalty: 5976.137207
	Iteration 21Q: 3 clusters Score -2.127533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21275370.000000 Penalty: 5976.137207
	Iteration 22Q: 3 clusters Score -2.127537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170158 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21275376.000000 Penalty: 5976.137207
	Iteration 23Q: 3 clusters Score -2.127538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21275388.000000 Penalty: 5976.137207
	Iteration 24Q: 3 clusters Score -2.127539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21275390.000000 Penalty: 5976.137207
	Iteration 25Q: 3 clusters Score -2.127539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21275372.000000 Penalty: 5976.137207
	Iteration 26Q: 3 clusters Score -2.127537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21275364.000000 Penalty: 5976.137207
	Iteration 27Q: 3 clusters Score -2.127536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21275362.000000 Penalty: 5976.137207
	Iteration 28Q: 3 clusters Score -2.127536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21275364.000000 Penalty: 5976.137207
	Iteration 29Q: 3 clusters Score -2.127536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21275356.000000 Penalty: 5976.137207
	Iteration 30Q: 3 clusters Score -2.127536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21275362.000000 Penalty: 5976.137207
	Iteration 31Q: 3 clusters Score -2.127536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -21275378.000000 Penalty: 5976.137207
	Iteration 32Q: 3 clusters Score -2.127538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21275382.000000 Penalty: 5976.137207
	Iteration 33Q: 3 clusters Score -2.127538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170190 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21275374.000000 Penalty: 5976.137207
	Iteration 34Q: 3 clusters Score -2.127537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -21275362.000000 Penalty: 5976.137207
	Iteration 35Q: 3 clusters Score -2.127536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170195 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21275382.000000 Penalty: 5976.137207
	Iteration 36Q: 3 clusters Score -2.127538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21275386.000000 Penalty: 5976.137207
	Iteration 37Q: 3 clusters Score -2.127539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21275390.000000 Penalty: 5976.137207
	Iteration 38Q: 3 clusters Score -2.127539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21275394.000000 Penalty: 5976.137207
	Iteration 39Q: 3 clusters Score -2.127539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21275398.000000 Penalty: 5976.137207
	Iteration 40F: 3 clusters Score -2.12754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21275384.000000 Penalty: 5976.137207
	Iteration 41Q: 3 clusters Score -2.127538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21275384.000000 Penalty: 5976.137207
	Iteration 42F: 3 clusters Score -2.127538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Entering Unmasked Estep 
Score: -4344579.500000 Penalty: 2605.487549
	Iteration 0F: 2 clusters Score -4344580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4319784.000000 Penalty: 5210.975098
	Iteration 0F: 3 clusters Score -4319784 nChanged 16578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4328857.500000 Penalty: 5210.975098
	Iteration 1F: 3 clusters Score -4328858 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4329357.500000 Penalty: 5210.975098
	Iteration 2Q: 3 clusters Score -4329358 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4329834.500000 Penalty: 5210.975098
	Iteration 3Q: 3 clusters Score -4329834 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4330378.500000 Penalty: 5210.975098
	Iteration 4Q: 3 clusters Score -4330378 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4331120.000000 Penalty: 5210.975098
	Iteration 5Q: 3 clusters Score -4331120 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4332173.500000 Penalty: 5210.975098
	Iteration 6F: 3 clusters Score -4332174 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4333774.500000 Penalty: 5210.975098
	Iteration 7F: 3 clusters Score -4333774 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4335995.500000 Penalty: 5210.975098
	Iteration 8F: 3 clusters Score -4335996 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4338454.000000 Penalty: 5210.975098
	Iteration 9F: 3 clusters Score -4338454 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4340388.500000 Penalty: 5210.975098
	Iteration 10F: 3 clusters Score -4340388 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4341492.500000 Penalty: 5210.975098
	Iteration 11Q: 3 clusters Score -4341492 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4341980.000000 Penalty: 5210.975098
	Iteration 12Q: 3 clusters Score -4341980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4342177.500000 Penalty: 5210.975098
	Iteration 13Q: 3 clusters Score -4342178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4342262.000000 Penalty: 5210.975098
	Iteration 14Q: 3 clusters Score -4342262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4342297.500000 Penalty: 5210.975098
	Iteration 15Q: 3 clusters Score -4342298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4342334.000000 Penalty: 5210.975098
	Iteration 16Q: 3 clusters Score -4342334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4342362.500000 Penalty: 5210.975098
	Iteration 17Q: 3 clusters Score -4342362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4342372.500000 Penalty: 5210.975098
	Iteration 18Q: 3 clusters Score -4342372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4342392.000000 Penalty: 5210.975098
	Iteration 19Q: 3 clusters Score -4342392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4342409.500000 Penalty: 5210.975098
	Iteration 20F: 3 clusters Score -4342410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4342424.500000 Penalty: 5210.975098
	Iteration 21Q: 3 clusters Score -4342424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4342437.000000 Penalty: 5210.975098
	Iteration 22Q: 3 clusters Score -4342437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4342452.500000 Penalty: 5210.975098
	Iteration 23Q: 3 clusters Score -4342452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4342461.500000 Penalty: 5210.975098
	Iteration 24Q: 3 clusters Score -4342462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4342470.000000 Penalty: 5210.975098
	Iteration 25Q: 3 clusters Score -4342470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4342474.500000 Penalty: 5210.975098
	Iteration 26Q: 3 clusters Score -4342474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4342476.500000 Penalty: 5210.975098
	Iteration 27Q: 3 clusters Score -4342476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4342486.000000 Penalty: 5210.975098
	Iteration 28Q: 3 clusters Score -4342486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4342486.500000 Penalty: 5210.975098
	Iteration 29Q: 3 clusters Score -4342486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4342486.000000 Penalty: 5210.975098
	Iteration 30Q: 3 clusters Score -4342486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4342486.000000 Penalty: 5210.975098
	Iteration 31F: 3 clusters Score -4342486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -688618.687500 Penalty: 2146.881836
	Iteration 0F: 2 clusters Score -688618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -683620.062500 Penalty: 4293.763672
	Iteration 0F: 3 clusters Score -683620.1 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -684851.125000 Penalty: 4293.763672
	Iteration 1F: 3 clusters Score -684851.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -685082.500000 Penalty: 4293.763672
	Iteration 2F: 3 clusters Score -685082.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -685226.750000 Penalty: 4293.763672
	Iteration 3Q: 3 clusters Score -685226.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -685325.312500 Penalty: 4293.763672
	Iteration 4Q: 3 clusters Score -685325.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -685410.875000 Penalty: 4293.763672
	Iteration 5Q: 3 clusters Score -685410.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -685493.812500 Penalty: 4293.763672
	Iteration 6Q: 3 clusters Score -685493.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -685580.312500 Penalty: 4293.763672
	Iteration 7Q: 3 clusters Score -685580.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -685658.562500 Penalty: 4293.763672
	Iteration 8Q: 3 clusters Score -685658.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -685740.437500 Penalty: 4293.763672
	Iteration 9Q: 3 clusters Score -685740.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -685823.312500 Penalty: 4293.763672
	Iteration 10Q: 3 clusters Score -685823.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -685923.375000 Penalty: 4293.763672
	Iteration 11Q: 3 clusters Score -685923.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -686023.437500 Penalty: 4293.763672
	Iteration 12Q: 3 clusters Score -686023.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -686138.062500 Penalty: 4293.763672
	Iteration 13Q: 3 clusters Score -686138.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -686246.437500 Penalty: 4293.763672
	Iteration 14Q: 3 clusters Score -686246.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -686353.312500 Penalty: 4293.763672
	Iteration 15Q: 3 clusters Score -686353.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -686446.250000 Penalty: 4293.763672
	Iteration 16Q: 3 clusters Score -686446.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -686498.812500 Penalty: 4293.763672
	Iteration 17Q: 3 clusters Score -686498.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -686541.687500 Penalty: 4293.763672
	Iteration 18Q: 3 clusters Score -686541.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -686586.187500 Penalty: 4293.763672
	Iteration 19Q: 3 clusters Score -686586.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -686629.000000 Penalty: 4293.763672
	Iteration 20F: 3 clusters Score -686629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -686661.625000 Penalty: 4293.763672
	Iteration 21Q: 3 clusters Score -686661.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -686689.937500 Penalty: 4293.763672
	Iteration 22Q: 3 clusters Score -686689.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -686710.750000 Penalty: 4293.763672
	Iteration 23Q: 3 clusters Score -686710.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -686724.812500 Penalty: 4293.763672
	Iteration 24Q: 3 clusters Score -686724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -686734.500000 Penalty: 4293.763672
	Iteration 25Q: 3 clusters Score -686734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -686743.000000 Penalty: 4293.763672
	Iteration 26Q: 3 clusters Score -686743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -686754.250000 Penalty: 4293.763672
	Iteration 27Q: 3 clusters Score -686754.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -686763.125000 Penalty: 4293.763672
	Iteration 28Q: 3 clusters Score -686763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -686769.062500 Penalty: 4293.763672
	Iteration 29Q: 3 clusters Score -686769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -686777.562500 Penalty: 4293.763672
	Iteration 30Q: 3 clusters Score -686777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -686782.500000 Penalty: 4293.763672
	Iteration 31Q: 3 clusters Score -686782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -686784.687500 Penalty: 4293.763672
	Iteration 32Q: 3 clusters Score -686784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -686785.562500 Penalty: 4293.763672
	Iteration 33Q: 3 clusters Score -686785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -686785.562500 Penalty: 4293.763672
	Iteration 34F: 3 clusters Score -686785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -24231.644531 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -24231.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23073.531250 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -23073.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23156.554688 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -23156.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23199.212891 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -23199.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23233.492188 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -23233.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23248.732422 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -23248.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23268.949219 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -23268.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23301.130859 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -23301.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23323.876953 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -23323.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23331.800781 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -23331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23337.955078 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -23337.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23340.394531 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -23340.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23346.683594 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -23346.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23350.644531 Penalty: 2726.595459
	Iteration 12Q: 3 clusters Score -23350.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23350.644531 Penalty: 2726.595459
	Iteration 13F: 3 clusters Score -23350.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Entering Unmasked Estep 
Score: -560182.750000 Penalty: 2099.960449
	Iteration 0F: 2 clusters Score -560182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -555827.187500 Penalty: 4199.920898
	Iteration 0F: 3 clusters Score -555827.2 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -556808.625000 Penalty: 4199.920898
	Iteration 1F: 3 clusters Score -556808.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -557046.250000 Penalty: 4199.920898
	Iteration 2F: 3 clusters Score -557046.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -557174.562500 Penalty: 4199.920898
	Iteration 3F: 3 clusters Score -557174.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -557285.500000 Penalty: 4199.920898
	Iteration 4Q: 3 clusters Score -557285.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -557385.750000 Penalty: 4199.920898
	Iteration 5Q: 3 clusters Score -557385.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -557474.437500 Penalty: 4199.920898
	Iteration 6Q: 3 clusters Score -557474.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -557567.000000 Penalty: 4199.920898
	Iteration 7Q: 3 clusters Score -557567 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -557664.812500 Penalty: 4199.920898
	Iteration 8Q: 3 clusters Score -557664.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -557759.187500 Penalty: 4199.920898
	Iteration 9Q: 3 clusters Score -557759.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -557849.500000 Penalty: 4199.920898
	Iteration 10Q: 3 clusters Score -557849.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -557948.000000 Penalty: 4199.920898
	Iteration 11Q: 3 clusters Score -557948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -558042.625000 Penalty: 4199.920898
	Iteration 12Q: 3 clusters Score -558042.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -558145.687500 Penalty: 4199.920898
	Iteration 13Q: 3 clusters Score -558145.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -558234.375000 Penalty: 4199.920898
	Iteration 14Q: 3 clusters Score -558234.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -558309.750000 Penalty: 4199.920898
	Iteration 15Q: 3 clusters Score -558309.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -558367.625000 Penalty: 4199.920898
	Iteration 16Q: 3 clusters Score -558367.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -558416.312500 Penalty: 4199.920898
	Iteration 17Q: 3 clusters Score -558416.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -558470.187500 Penalty: 4199.920898
	Iteration 18Q: 3 clusters Score -558470.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -558503.937500 Penalty: 4199.920898
	Iteration 19Q: 3 clusters Score -558503.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -558535.312500 Penalty: 4199.920898
	Iteration 20F: 3 clusters Score -558535.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -558555.937500 Penalty: 4199.920898
	Iteration 21Q: 3 clusters Score -558555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -558567.312500 Penalty: 4199.920898
	Iteration 22Q: 3 clusters Score -558567.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -558579.937500 Penalty: 4199.920898
	Iteration 23Q: 3 clusters Score -558579.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -558588.062500 Penalty: 4199.920898
	Iteration 24Q: 3 clusters Score -558588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -558598.187500 Penalty: 4199.920898
	Iteration 25Q: 3 clusters Score -558598.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -558605.125000 Penalty: 4199.920898
	Iteration 26Q: 3 clusters Score -558605.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -558613.562500 Penalty: 4199.920898
	Iteration 27Q: 3 clusters Score -558613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -558615.437500 Penalty: 4199.920898
	Iteration 28Q: 3 clusters Score -558615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -558616.312500 Penalty: 4199.920898
	Iteration 29Q: 3 clusters Score -558616.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -558619.312500 Penalty: 4199.920898
	Iteration 30Q: 3 clusters Score -558619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -558625.312500 Penalty: 4199.920898
	Iteration 31Q: 3 clusters Score -558625.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -558630.000000 Penalty: 4199.920898
	Iteration 32Q: 3 clusters Score -558630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -558636.500000 Penalty: 4199.920898
	Iteration 33Q: 3 clusters Score -558636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -558640.312500 Penalty: 4199.920898
	Iteration 34Q: 3 clusters Score -558640.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -558644.750000 Penalty: 4199.920898
	Iteration 35Q: 3 clusters Score -558644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -558648.562500 Penalty: 4199.920898
	Iteration 36Q: 3 clusters Score -558648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -558654.187500 Penalty: 4199.920898
	Iteration 37Q: 3 clusters Score -558654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -558659.687500 Penalty: 4199.920898
	Iteration 38Q: 3 clusters Score -558659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -558664.750000 Penalty: 4199.920898
	Iteration 39Q: 3 clusters Score -558664.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -558671.500000 Penalty: 4199.920898
	Iteration 40F: 3 clusters Score -558671.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -558680.937500 Penalty: 4199.920898
	Iteration 41Q: 3 clusters Score -558680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -558692.125000 Penalty: 4199.920898
	Iteration 42Q: 3 clusters Score -558692.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -558695.562500 Penalty: 4199.920898
	Iteration 43Q: 3 clusters Score -558695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -558698.437500 Penalty: 4199.920898
	Iteration 44Q: 3 clusters Score -558698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -558700.250000 Penalty: 4199.920898
	Iteration 45Q: 3 clusters Score -558700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -558700.812500 Penalty: 4199.920898
	Iteration 46Q: 3 clusters Score -558700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -558702.250000 Penalty: 4199.920898
	Iteration 47Q: 3 clusters Score -558702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -558702.750000 Penalty: 4199.920898
	Iteration 48Q: 3 clusters Score -558702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -558703.250000 Penalty: 4199.920898
	Iteration 49Q: 3 clusters Score -558703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -558703.250000 Penalty: 4199.920898
	Iteration 50F: 3 clusters Score -558703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Entering Unmasked Estep 
Score: -2473998.250000 Penalty: 2457.733154
	Iteration 0F: 2 clusters Score -2473998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2459930.000000 Penalty: 4915.466309
	Iteration 0F: 3 clusters Score -2459930 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2464586.000000 Penalty: 4915.466309
	Iteration 1F: 3 clusters Score -2464586 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2465079.000000 Penalty: 4915.466309
	Iteration 2F: 3 clusters Score -2465079 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2465560.500000 Penalty: 4915.466309
	Iteration 3F: 3 clusters Score -2465560 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2466076.750000 Penalty: 4915.466309
	Iteration 4Q: 3 clusters Score -2466077 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2466644.750000 Penalty: 4915.466309
	Iteration 5Q: 3 clusters Score -2466645 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2467263.250000 Penalty: 4915.466309
	Iteration 6Q: 3 clusters Score -2467263 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2467871.750000 Penalty: 4915.466309
	Iteration 7Q: 3 clusters Score -2467872 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2468404.750000 Penalty: 4915.466309
	Iteration 8Q: 3 clusters Score -2468405 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2468809.000000 Penalty: 4915.466309
	Iteration 9Q: 3 clusters Score -2468809 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2469174.000000 Penalty: 4915.466309
	Iteration 10Q: 3 clusters Score -2469174 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2469472.750000 Penalty: 4915.466309
	Iteration 11Q: 3 clusters Score -2469473 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2469685.250000 Penalty: 4915.466309
	Iteration 12Q: 3 clusters Score -2469685 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2469851.750000 Penalty: 4915.466309
	Iteration 13Q: 3 clusters Score -2469852 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2469952.750000 Penalty: 4915.466309
	Iteration 14Q: 3 clusters Score -2469953 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2470038.250000 Penalty: 4915.466309
	Iteration 15Q: 3 clusters Score -2470038 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2470108.750000 Penalty: 4915.466309
	Iteration 16Q: 3 clusters Score -2470109 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2470170.500000 Penalty: 4915.466309
	Iteration 17Q: 3 clusters Score -2470170 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2470233.250000 Penalty: 4915.466309
	Iteration 18Q: 3 clusters Score -2470233 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2470274.750000 Penalty: 4915.466309
	Iteration 19Q: 3 clusters Score -2470275 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2470320.250000 Penalty: 4915.466309
	Iteration 20F: 3 clusters Score -2470320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2470353.250000 Penalty: 4915.466309
	Iteration 21Q: 3 clusters Score -2470353 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2470417.500000 Penalty: 4915.466309
	Iteration 22Q: 3 clusters Score -2470418 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2470454.500000 Penalty: 4915.466309
	Iteration 23Q: 3 clusters Score -2470454 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2470510.250000 Penalty: 4915.466309
	Iteration 24Q: 3 clusters Score -2470510 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2470576.000000 Penalty: 4915.466309
	Iteration 25Q: 3 clusters Score -2470576 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2470689.250000 Penalty: 4915.466309
	Iteration 26Q: 3 clusters Score -2470689 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2470826.500000 Penalty: 4915.466309
	Iteration 27Q: 3 clusters Score -2470826 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2470974.500000 Penalty: 4915.466309
	Iteration 28Q: 3 clusters Score -2470974 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2471105.250000 Penalty: 4915.466309
	Iteration 29Q: 3 clusters Score -2471105 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2471253.500000 Penalty: 4915.466309
	Iteration 30Q: 3 clusters Score -2471254 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2471399.250000 Penalty: 4915.466309
	Iteration 31Q: 3 clusters Score -2471399 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2471502.750000 Penalty: 4915.466309
	Iteration 32Q: 3 clusters Score -2471503 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2471624.750000 Penalty: 4915.466309
	Iteration 33Q: 3 clusters Score -2471625 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2471745.250000 Penalty: 4915.466309
	Iteration 34Q: 3 clusters Score -2471745 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2471863.000000 Penalty: 4915.466309
	Iteration 35Q: 3 clusters Score -2471863 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2471961.500000 Penalty: 4915.466309
	Iteration 36Q: 3 clusters Score -2471962 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2472064.000000 Penalty: 4915.466309
	Iteration 37Q: 3 clusters Score -2472064 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2472165.500000 Penalty: 4915.466309
	Iteration 38Q: 3 clusters Score -2472166 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2472255.000000 Penalty: 4915.466309
	Iteration 39Q: 3 clusters Score -2472255 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2472358.750000 Penalty: 4915.466309
	Iteration 40F: 3 clusters Score -2472359 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2472489.000000 Penalty: 4915.466309
	Iteration 41Q: 3 clusters Score -2472489 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2472646.000000 Penalty: 4915.466309
	Iteration 42Q: 3 clusters Score -2472646 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2472839.750000 Penalty: 4915.466309
	Iteration 43Q: 3 clusters Score -2472840 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2473054.000000 Penalty: 4915.466309
	Iteration 44Q: 3 clusters Score -2473054 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2473310.750000 Penalty: 4915.466309
	Iteration 45Q: 3 clusters Score -2473311 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2473552.500000 Penalty: 4915.466309
	Iteration 46Q: 3 clusters Score -2473552 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2473744.500000 Penalty: 4915.466309
	Iteration 47Q: 3 clusters Score -2473744 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2473866.000000 Penalty: 4915.466309
	Iteration 48Q: 3 clusters Score -2473866 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2473941.250000 Penalty: 4915.466309
	Iteration 49Q: 3 clusters Score -2473941 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2473998.750000 Penalty: 4915.466309
	Iteration 50Q: 3 clusters Score -2473999 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2474027.250000 Penalty: 4915.466309
	Iteration 51Q: 3 clusters Score -2474027 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2474062.750000 Penalty: 4915.466309
	Iteration 52Q: 3 clusters Score -2474063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2474081.750000 Penalty: 4915.466309
	Iteration 53Q: 3 clusters Score -2474082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2474094.250000 Penalty: 4915.466309
	Iteration 54Q: 3 clusters Score -2474094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2474104.500000 Penalty: 4915.466309
	Iteration 55Q: 3 clusters Score -2474104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2474107.000000 Penalty: 4915.466309
	Iteration 56Q: 3 clusters Score -2474107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2474112.750000 Penalty: 4915.466309
	Iteration 57Q: 3 clusters Score -2474113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2474115.750000 Penalty: 4915.466309
	Iteration 58Q: 3 clusters Score -2474116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2474122.500000 Penalty: 4915.466309
	Iteration 59Q: 3 clusters Score -2474122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2474128.250000 Penalty: 4915.466309
	Iteration 60F: 3 clusters Score -2474128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2474126.000000 Penalty: 4915.466309
	Iteration 61Q: 3 clusters Score -2474126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2474125.500000 Penalty: 4915.466309
	Iteration 62Q: 3 clusters Score -2474126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2474127.750000 Penalty: 4915.466309
	Iteration 63Q: 3 clusters Score -2474128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2474130.000000 Penalty: 4915.466309
	Iteration 64Q: 3 clusters Score -2474130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2474133.500000 Penalty: 4915.466309
	Iteration 65Q: 3 clusters Score -2474134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2474135.250000 Penalty: 4915.466309
	Iteration 66Q: 3 clusters Score -2474135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2474134.000000 Penalty: 4915.466309
	Iteration 67Q: 3 clusters Score -2474134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2474134.000000 Penalty: 4915.466309
	Iteration 68F: 3 clusters Score -2474134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170871 members 
Mstep: Class 23 contains 36534 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 16693 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175812 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 3442 members 
Entering Unmasked Estep 
Score: -124225528.000000 Penalty: 113352.726562
Splitting cluster 27 changes total score from -124226528.000000 to -124225528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (28748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Entering Unmasked Estep 
Score: -3367300.500000 Penalty: 2546.048096
	Iteration 0F: 2 clusters Score -3367300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3347529.000000 Penalty: 5092.096191
	Iteration 0F: 3 clusters Score -3347529 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3354906.750000 Penalty: 5092.096191
	Iteration 1F: 3 clusters Score -3354907 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3355770.500000 Penalty: 5092.096191
	Iteration 2F: 3 clusters Score -3355770 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3356712.000000 Penalty: 5092.096191
	Iteration 3F: 3 clusters Score -3356712 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3357749.750000 Penalty: 5092.096191
	Iteration 4F: 3 clusters Score -3357750 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3358848.000000 Penalty: 5092.096191
	Iteration 5F: 3 clusters Score -3358848 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3360072.000000 Penalty: 5092.096191
	Iteration 6F: 3 clusters Score -3360072 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3361247.000000 Penalty: 5092.096191
	Iteration 7F: 3 clusters Score -3361247 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3362278.750000 Penalty: 5092.096191
	Iteration 8F: 3 clusters Score -3362279 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3363044.500000 Penalty: 5092.096191
	Iteration 9Q: 3 clusters Score -3363044 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3363569.000000 Penalty: 5092.096191
	Iteration 10Q: 3 clusters Score -3363569 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3363932.250000 Penalty: 5092.096191
	Iteration 11Q: 3 clusters Score -3363932 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3364220.250000 Penalty: 5092.096191
	Iteration 12Q: 3 clusters Score -3364220 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3364419.250000 Penalty: 5092.096191
	Iteration 13Q: 3 clusters Score -3364419 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3364595.750000 Penalty: 5092.096191
	Iteration 14Q: 3 clusters Score -3364596 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3364750.250000 Penalty: 5092.096191
	Iteration 15Q: 3 clusters Score -3364750 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3364892.750000 Penalty: 5092.096191
	Iteration 16Q: 3 clusters Score -3364893 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3365032.000000 Penalty: 5092.096191
	Iteration 17Q: 3 clusters Score -3365032 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3365165.750000 Penalty: 5092.096191
	Iteration 18Q: 3 clusters Score -3365166 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3365267.000000 Penalty: 5092.096191
	Iteration 19Q: 3 clusters Score -3365267 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3365316.250000 Penalty: 5092.096191
	Iteration 20F: 3 clusters Score -3365316 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3365362.000000 Penalty: 5092.096191
	Iteration 21Q: 3 clusters Score -3365362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3365409.500000 Penalty: 5092.096191
	Iteration 22Q: 3 clusters Score -3365410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3365461.250000 Penalty: 5092.096191
	Iteration 23Q: 3 clusters Score -3365461 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3365493.250000 Penalty: 5092.096191
	Iteration 24Q: 3 clusters Score -3365493 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3365526.000000 Penalty: 5092.096191
	Iteration 25Q: 3 clusters Score -3365526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3365549.000000 Penalty: 5092.096191
	Iteration 26Q: 3 clusters Score -3365549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3365572.000000 Penalty: 5092.096191
	Iteration 27Q: 3 clusters Score -3365572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3365600.000000 Penalty: 5092.096191
	Iteration 28Q: 3 clusters Score -3365600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3365628.750000 Penalty: 5092.096191
	Iteration 29Q: 3 clusters Score -3365629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3365658.250000 Penalty: 5092.096191
	Iteration 30Q: 3 clusters Score -3365658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3365675.250000 Penalty: 5092.096191
	Iteration 31Q: 3 clusters Score -3365675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3365705.250000 Penalty: 5092.096191
	Iteration 32Q: 3 clusters Score -3365705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3365746.250000 Penalty: 5092.096191
	Iteration 33Q: 3 clusters Score -3365746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3365790.250000 Penalty: 5092.096191
	Iteration 34Q: 3 clusters Score -3365790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3365835.000000 Penalty: 5092.096191
	Iteration 35Q: 3 clusters Score -3365835 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3365897.750000 Penalty: 5092.096191
	Iteration 36Q: 3 clusters Score -3365898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3365951.500000 Penalty: 5092.096191
	Iteration 37Q: 3 clusters Score -3365952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3366005.000000 Penalty: 5092.096191
	Iteration 38Q: 3 clusters Score -3366005 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3366064.000000 Penalty: 5092.096191
	Iteration 39Q: 3 clusters Score -3366064 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3366124.750000 Penalty: 5092.096191
	Iteration 40F: 3 clusters Score -3366125 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3366205.750000 Penalty: 5092.096191
	Iteration 41Q: 3 clusters Score -3366206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3366265.000000 Penalty: 5092.096191
	Iteration 42Q: 3 clusters Score -3366265 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3366327.000000 Penalty: 5092.096191
	Iteration 43Q: 3 clusters Score -3366327 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3366385.500000 Penalty: 5092.096191
	Iteration 44Q: 3 clusters Score -3366386 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3366466.500000 Penalty: 5092.096191
	Iteration 45Q: 3 clusters Score -3366466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3366538.750000 Penalty: 5092.096191
	Iteration 46Q: 3 clusters Score -3366539 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3366612.000000 Penalty: 5092.096191
	Iteration 47Q: 3 clusters Score -3366612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3366680.000000 Penalty: 5092.096191
	Iteration 48Q: 3 clusters Score -3366680 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3366737.750000 Penalty: 5092.096191
	Iteration 49Q: 3 clusters Score -3366738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3366779.750000 Penalty: 5092.096191
	Iteration 50Q: 3 clusters Score -3366780 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3366815.500000 Penalty: 5092.096191
	Iteration 51Q: 3 clusters Score -3366816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3366866.750000 Penalty: 5092.096191
	Iteration 52Q: 3 clusters Score -3366867 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3366889.750000 Penalty: 5092.096191
	Iteration 53Q: 3 clusters Score -3366890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3366900.250000 Penalty: 5092.096191
	Iteration 54Q: 3 clusters Score -3366900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3366916.500000 Penalty: 5092.096191
	Iteration 55Q: 3 clusters Score -3366916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3366924.750000 Penalty: 5092.096191
	Iteration 56Q: 3 clusters Score -3366925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3366928.500000 Penalty: 5092.096191
	Iteration 57Q: 3 clusters Score -3366928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3366930.000000 Penalty: 5092.096191
	Iteration 58Q: 3 clusters Score -3366930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3366931.000000 Penalty: 5092.096191
	Iteration 59Q: 3 clusters Score -3366931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3366928.250000 Penalty: 5092.096191
	Iteration 60F: 3 clusters Score -3366928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3366931.500000 Penalty: 5092.096191
	Iteration 61Q: 3 clusters Score -3366932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3366939.750000 Penalty: 5092.096191
	Iteration 62Q: 3 clusters Score -3366940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3366939.750000 Penalty: 5092.096191
	Iteration 63Q: 3 clusters Score -3366940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3366935.250000 Penalty: 5092.096191
	Iteration 64Q: 3 clusters Score -3366935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3366936.500000 Penalty: 5092.096191
	Iteration 65Q: 3 clusters Score -3366936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3366940.250000 Penalty: 5092.096191
	Iteration 66Q: 3 clusters Score -3366940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3366937.000000 Penalty: 5092.096191
	Iteration 67Q: 3 clusters Score -3366937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3366936.000000 Penalty: 5092.096191
	Iteration 68Q: 3 clusters Score -3366936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3366936.000000 Penalty: 5092.096191
	Iteration 69F: 3 clusters Score -3366936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Entering Unmasked Estep 
Score: -1673074.000000 Penalty: 2365.367432
	Iteration 0F: 2 clusters Score -1673074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1663017.875000 Penalty: 4730.734863
	Iteration 0F: 3 clusters Score -1663018 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1666142.000000 Penalty: 4730.734863
	Iteration 1F: 3 clusters Score -1666142 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1666549.375000 Penalty: 4730.734863
	Iteration 2F: 3 clusters Score -1666549 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1666858.750000 Penalty: 4730.734863
	Iteration 3F: 3 clusters Score -1666859 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1667096.125000 Penalty: 4730.734863
	Iteration 4Q: 3 clusters Score -1667096 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1667299.875000 Penalty: 4730.734863
	Iteration 5Q: 3 clusters Score -1667300 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1667459.625000 Penalty: 4730.734863
	Iteration 6Q: 3 clusters Score -1667460 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1667593.375000 Penalty: 4730.734863
	Iteration 7Q: 3 clusters Score -1667593 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1667726.125000 Penalty: 4730.734863
	Iteration 8Q: 3 clusters Score -1667726 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1667854.500000 Penalty: 4730.734863
	Iteration 9Q: 3 clusters Score -1667854 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1668010.375000 Penalty: 4730.734863
	Iteration 10Q: 3 clusters Score -1668010 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1668215.000000 Penalty: 4730.734863
	Iteration 11Q: 3 clusters Score -1668215 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1668481.125000 Penalty: 4730.734863
	Iteration 12Q: 3 clusters Score -1668481 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1668788.000000 Penalty: 4730.734863
	Iteration 13Q: 3 clusters Score -1668788 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1669115.750000 Penalty: 4730.734863
	Iteration 14Q: 3 clusters Score -1669116 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1669445.125000 Penalty: 4730.734863
	Iteration 15Q: 3 clusters Score -1669445 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1669759.375000 Penalty: 4730.734863
	Iteration 16Q: 3 clusters Score -1669759 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1670012.250000 Penalty: 4730.734863
	Iteration 17Q: 3 clusters Score -1670012 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1670237.500000 Penalty: 4730.734863
	Iteration 18Q: 3 clusters Score -1670238 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1670444.500000 Penalty: 4730.734863
	Iteration 19Q: 3 clusters Score -1670444 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1670617.125000 Penalty: 4730.734863
	Iteration 20F: 3 clusters Score -1670617 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1670764.000000 Penalty: 4730.734863
	Iteration 21Q: 3 clusters Score -1670764 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1670921.750000 Penalty: 4730.734863
	Iteration 22Q: 3 clusters Score -1670922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1671034.250000 Penalty: 4730.734863
	Iteration 23Q: 3 clusters Score -1671034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1671130.000000 Penalty: 4730.734863
	Iteration 24Q: 3 clusters Score -1671130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1671218.125000 Penalty: 4730.734863
	Iteration 25Q: 3 clusters Score -1671218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1671294.125000 Penalty: 4730.734863
	Iteration 26Q: 3 clusters Score -1671294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1671334.000000 Penalty: 4730.734863
	Iteration 27Q: 3 clusters Score -1671334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1671364.125000 Penalty: 4730.734863
	Iteration 28Q: 3 clusters Score -1671364 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1671401.250000 Penalty: 4730.734863
	Iteration 29Q: 3 clusters Score -1671401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1671428.375000 Penalty: 4730.734863
	Iteration 30Q: 3 clusters Score -1671428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1671451.375000 Penalty: 4730.734863
	Iteration 31Q: 3 clusters Score -1671451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1671464.250000 Penalty: 4730.734863
	Iteration 32Q: 3 clusters Score -1671464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1671476.500000 Penalty: 4730.734863
	Iteration 33Q: 3 clusters Score -1671476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1671476.500000 Penalty: 4730.734863
	Iteration 34Q: 3 clusters Score -1671476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1671481.250000 Penalty: 4730.734863
	Iteration 35Q: 3 clusters Score -1671481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1671485.875000 Penalty: 4730.734863
	Iteration 36Q: 3 clusters Score -1671486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1671490.250000 Penalty: 4730.734863
	Iteration 37Q: 3 clusters Score -1671490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1671493.875000 Penalty: 4730.734863
	Iteration 38Q: 3 clusters Score -1671494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1671497.625000 Penalty: 4730.734863
	Iteration 39Q: 3 clusters Score -1671498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1671498.625000 Penalty: 4730.734863
	Iteration 40F: 3 clusters Score -1671499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1671498.500000 Penalty: 4730.734863
	Iteration 41Q: 3 clusters Score -1671498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1671499.875000 Penalty: 4730.734863
	Iteration 42Q: 3 clusters Score -1671500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1671501.375000 Penalty: 4730.734863
	Iteration 43Q: 3 clusters Score -1671501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1671500.875000 Penalty: 4730.734863
	Iteration 44Q: 3 clusters Score -1671501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1671500.250000 Penalty: 4730.734863
	Iteration 45Q: 3 clusters Score -1671500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1671503.125000 Penalty: 4730.734863
	Iteration 46Q: 3 clusters Score -1671503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1671503.500000 Penalty: 4730.734863
	Iteration 47Q: 3 clusters Score -1671504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1671506.375000 Penalty: 4730.734863
	Iteration 48Q: 3 clusters Score -1671506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1671505.875000 Penalty: 4730.734863
	Iteration 49Q: 3 clusters Score -1671506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1671505.875000 Penalty: 4730.734863
	Iteration 50Q: 3 clusters Score -1671506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1671504.750000 Penalty: 4730.734863
	Iteration 51Q: 3 clusters Score -1671505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1671507.500000 Penalty: 4730.734863
	Iteration 52Q: 3 clusters Score -1671508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1671507.500000 Penalty: 4730.734863
	Iteration 53F: 3 clusters Score -1671508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50070.671875 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50070.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48599.960938 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48599.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48887.667969 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -48887.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49031.707031 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -49031.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49141.828125 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -49141.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49207.859375 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -49207.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49259.105469 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -49259.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49281.144531 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49281.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49295.511719 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49295.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49304.152344 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49304.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49315.691406 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -49315.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49319.679688 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -49319.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49332.300781 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -49332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49358.417969 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -49358.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49382.238281 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -49382.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49398.398438 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -49398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49413.113281 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -49413.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49420.027344 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -49420.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49426.179688 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -49426.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49426.179688 Penalty: 3054.911377
	Iteration 18F: 3 clusters Score -49426.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (175812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Entering Unmasked Estep 
Score: -21597606.000000 Penalty: 2995.138184
	Iteration 0F: 2 clusters Score -2.159761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -21482486.000000 Penalty: 5990.276367
	Iteration 0F: 3 clusters Score -2.148249e+07 nChanged 84226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -21531184.000000 Penalty: 5990.276367
	Iteration 1F: 3 clusters Score -2.153118e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -21532562.000000 Penalty: 5990.276367
	Iteration 2Q: 3 clusters Score -2.153256e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -21534028.000000 Penalty: 5990.276367
	Iteration 3Q: 3 clusters Score -2.153403e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -21535754.000000 Penalty: 5990.276367
	Iteration 4Q: 3 clusters Score -2.153575e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -21538472.000000 Penalty: 5990.276367
	Iteration 5Q: 3 clusters Score -2.153847e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -21542232.000000 Penalty: 5990.276367
	Iteration 6Q: 3 clusters Score -2.154223e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 104861 members 
Entering Unmasked Estep 
Score: -21546882.000000 Penalty: 5990.276367
	Iteration 7Q: 3 clusters Score -2.154688e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 111075 members 
Entering Unmasked Estep 
Score: -21552458.000000 Penalty: 5990.276367
	Iteration 8F: 3 clusters Score -2.155246e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -21558864.000000 Penalty: 5990.276367
	Iteration 9F: 3 clusters Score -2.155886e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 125247 members 
Entering Unmasked Estep 
Score: -21565248.000000 Penalty: 5990.276367
	Iteration 10F: 3 clusters Score -2.156525e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -21570910.000000 Penalty: 5990.276367
	Iteration 11Q: 3 clusters Score -2.157091e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -21575512.000000 Penalty: 5990.276367
	Iteration 12Q: 3 clusters Score -2.157551e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 144176 members 
Entering Unmasked Estep 
Score: -21579194.000000 Penalty: 5990.276367
	Iteration 13Q: 3 clusters Score -2.157919e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 149148 members 
Entering Unmasked Estep 
Score: -21582056.000000 Penalty: 5990.276367
	Iteration 14Q: 3 clusters Score -2.158206e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -21584366.000000 Penalty: 5990.276367
	Iteration 15Q: 3 clusters Score -2.158437e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 157119 members 
Entering Unmasked Estep 
Score: -21586374.000000 Penalty: 5990.276367
	Iteration 16Q: 3 clusters Score -2.158637e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 160293 members 
Entering Unmasked Estep 
Score: -21588042.000000 Penalty: 5990.276367
	Iteration 17Q: 3 clusters Score -2.158804e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 162959 members 
Entering Unmasked Estep 
Score: -21589426.000000 Penalty: 5990.276367
	Iteration 18Q: 3 clusters Score -2.158943e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 165196 members 
Entering Unmasked Estep 
Score: -21590672.000000 Penalty: 5990.276367
	Iteration 19Q: 3 clusters Score -2.159067e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -21591600.000000 Penalty: 5990.276367
	Iteration 20F: 3 clusters Score -2.15916e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -21592548.000000 Penalty: 5990.276367
	Iteration 21Q: 3 clusters Score -2.159255e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -21593244.000000 Penalty: 5990.276367
	Iteration 22Q: 3 clusters Score -2.159324e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 171039 members 
Entering Unmasked Estep 
Score: -21593652.000000 Penalty: 5990.276367
	Iteration 23Q: 3 clusters Score -2.159365e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -21594014.000000 Penalty: 5990.276367
	Iteration 24Q: 3 clusters Score -2.159401e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 172490 members 
Entering Unmasked Estep 
Score: -21594234.000000 Penalty: 5990.276367
	Iteration 25Q: 3 clusters Score -2.159423e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -21594418.000000 Penalty: 5990.276367
	Iteration 26Q: 3 clusters Score -2.159442e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 173384 members 
Entering Unmasked Estep 
Score: -21594604.000000 Penalty: 5990.276367
	Iteration 27Q: 3 clusters Score -2.15946e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 173686 members 
Entering Unmasked Estep 
Score: -21594676.000000 Penalty: 5990.276367
	Iteration 28Q: 3 clusters Score -2.159468e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -21594762.000000 Penalty: 5990.276367
	Iteration 29Q: 3 clusters Score -2.159476e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 174127 members 
Entering Unmasked Estep 
Score: -21594830.000000 Penalty: 5990.276367
	Iteration 30Q: 3 clusters Score -2.159483e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 174270 members 
Entering Unmasked Estep 
Score: -21594870.000000 Penalty: 5990.276367
	Iteration 31Q: 3 clusters Score -2.159487e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 174364 members 
Entering Unmasked Estep 
Score: -21594890.000000 Penalty: 5990.276367
	Iteration 32Q: 3 clusters Score -2.159489e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 174466 members 
Entering Unmasked Estep 
Score: -21594938.000000 Penalty: 5990.276367
	Iteration 33Q: 3 clusters Score -2.159494e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 174533 members 
Entering Unmasked Estep 
Score: -21594976.000000 Penalty: 5990.276367
	Iteration 34Q: 3 clusters Score -2.159498e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 174601 members 
Entering Unmasked Estep 
Score: -21595014.000000 Penalty: 5990.276367
	Iteration 35Q: 3 clusters Score -2.159501e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -21595046.000000 Penalty: 5990.276367
	Iteration 36Q: 3 clusters Score -2.159505e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 174680 members 
Entering Unmasked Estep 
Score: -21595078.000000 Penalty: 5990.276367
	Iteration 37Q: 3 clusters Score -2.159508e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 174720 members 
Entering Unmasked Estep 
Score: -21595106.000000 Penalty: 5990.276367
	Iteration 38Q: 3 clusters Score -2.159511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 174742 members 
Entering Unmasked Estep 
Score: -21595098.000000 Penalty: 5990.276367
	Iteration 39Q: 3 clusters Score -2.15951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 174765 members 
Entering Unmasked Estep 
Score: -21595104.000000 Penalty: 5990.276367
	Iteration 40F: 3 clusters Score -2.15951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -21595148.000000 Penalty: 5990.276367
	Iteration 41Q: 3 clusters Score -2.159515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -21595150.000000 Penalty: 5990.276367
	Iteration 42Q: 3 clusters Score -2.159515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -21595146.000000 Penalty: 5990.276367
	Iteration 43Q: 3 clusters Score -2.159515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 174824 members 
Entering Unmasked Estep 
Score: -21595152.000000 Penalty: 5990.276367
	Iteration 44Q: 3 clusters Score -2.159515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -21595152.000000 Penalty: 5990.276367
	Iteration 45Q: 3 clusters Score -2.159515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 174867 members 
Entering Unmasked Estep 
Score: -21595186.000000 Penalty: 5990.276367
	Iteration 46Q: 3 clusters Score -2.159519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -21595176.000000 Penalty: 5990.276367
	Iteration 47Q: 3 clusters Score -2.159518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -21595180.000000 Penalty: 5990.276367
	Iteration 48Q: 3 clusters Score -2.159518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 174917 members 
Entering Unmasked Estep 
Score: -21595210.000000 Penalty: 5990.276367
	Iteration 49Q: 3 clusters Score -2.159521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -21595204.000000 Penalty: 5990.276367
	Iteration 50Q: 3 clusters Score -2.15952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 174930 members 
Entering Unmasked Estep 
Score: -21595200.000000 Penalty: 5990.276367
	Iteration 51Q: 3 clusters Score -2.15952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 174935 members 
Entering Unmasked Estep 
Score: -21595216.000000 Penalty: 5990.276367
	Iteration 52Q: 3 clusters Score -2.159522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 174940 members 
Entering Unmasked Estep 
Score: -21595214.000000 Penalty: 5990.276367
	Iteration 53Q: 3 clusters Score -2.159521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -21595216.000000 Penalty: 5990.276367
	Iteration 54Q: 3 clusters Score -2.159522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -21595226.000000 Penalty: 5990.276367
	Iteration 55Q: 3 clusters Score -2.159523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -21595222.000000 Penalty: 5990.276367
	Iteration 56Q: 3 clusters Score -2.159522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -21595220.000000 Penalty: 5990.276367
	Iteration 57Q: 3 clusters Score -2.159522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -21595220.000000 Penalty: 5990.276367
	Iteration 58Q: 3 clusters Score -2.159522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -21595232.000000 Penalty: 5990.276367
	Iteration 59Q: 3 clusters Score -2.159523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -21595232.000000 Penalty: 5990.276367
	Iteration 60F: 3 clusters Score -2.159523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -85632.398438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -85632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83866.601562 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -83866.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84105.156250 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -84105.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84181.875000 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -84181.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84209.164062 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -84209.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84224.312500 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -84224.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84232.609375 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -84232.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84237.914062 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -84237.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84245.414062 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -84245.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84247.187500 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -84247.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84247.187500 Penalty: 3304.913818
	Iteration 9F: 3 clusters Score -84247.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170871 members 
Mstep: Class 23 contains 36534 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175812 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226496.000000 Penalty: 109917.796875
Iteration 319Q: 33 clusters Score -1.242265e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170699 members 
Mstep: Class 22 contains 170882 members 
Mstep: Class 23 contains 36534 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175807 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226496.000000 Penalty: 109917.796875
Iteration 320F: 33 clusters Score -1.242265e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170699 members 
Mstep: Class 22 contains 170887 members 
Mstep: Class 23 contains 36535 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175800 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226496.000000 Penalty: 109917.796875
Iteration 321Q: 33 clusters Score -1.242265e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169752 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170701 members 
Mstep: Class 22 contains 170889 members 
Mstep: Class 23 contains 36536 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175794 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226536.000000 Penalty: 109917.796875
Iteration 322Q: 33 clusters Score -1.242265e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169752 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170699 members 
Mstep: Class 22 contains 170900 members 
Mstep: Class 23 contains 36536 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175784 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226544.000000 Penalty: 109917.796875
Iteration 323Q: 33 clusters Score -1.242265e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169752 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170902 members 
Mstep: Class 23 contains 36537 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175778 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226480.000000 Penalty: 109917.796875
Iteration 324Q: 33 clusters Score -1.242265e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170704 members 
Mstep: Class 22 contains 170910 members 
Mstep: Class 23 contains 36537 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 28749 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175770 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226424.000000 Penalty: 109917.796875
Iteration 325Q: 33 clusters Score -1.242264e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169752 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170703 members 
Mstep: Class 22 contains 170918 members 
Mstep: Class 23 contains 36537 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175764 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226416.000000 Penalty: 109917.796875
Iteration 326Q: 33 clusters Score -1.242264e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12258 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170702 members 
Mstep: Class 22 contains 170930 members 
Mstep: Class 23 contains 36537 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175756 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226328.000000 Penalty: 109917.796875
Iteration 327Q: 33 clusters Score -1.242263e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9812 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170704 members 
Mstep: Class 22 contains 170938 members 
Mstep: Class 23 contains 36538 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175747 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226376.000000 Penalty: 109917.796875
Iteration 328Q: 33 clusters Score -1.242264e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12250 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170706 members 
Mstep: Class 22 contains 170938 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175751 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226336.000000 Penalty: 109917.796875
Iteration 329Q: 33 clusters Score -1.242263e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12247 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170711 members 
Mstep: Class 22 contains 170939 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175748 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226328.000000 Penalty: 109917.796875
Iteration 330Q: 33 clusters Score -1.242263e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170716 members 
Mstep: Class 22 contains 170937 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175757 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226280.000000 Penalty: 109917.796875
Iteration 331Q: 33 clusters Score -1.242263e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12230 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170725 members 
Mstep: Class 22 contains 170932 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175759 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226272.000000 Penalty: 109917.796875
Iteration 332Q: 33 clusters Score -1.242263e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12222 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170730 members 
Mstep: Class 22 contains 170933 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175761 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226280.000000 Penalty: 109917.796875
Iteration 333Q: 33 clusters Score -1.242263e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169753 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170733 members 
Mstep: Class 22 contains 170930 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175763 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226312.000000 Penalty: 109917.796875
Iteration 334Q: 33 clusters Score -1.242263e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12741 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169752 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170733 members 
Mstep: Class 22 contains 170936 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175764 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226280.000000 Penalty: 109917.796875
Iteration 335Q: 33 clusters Score -1.242263e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170736 members 
Mstep: Class 22 contains 170934 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28743 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175767 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226256.000000 Penalty: 109917.796875
Iteration 336Q: 33 clusters Score -1.242263e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12208 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 170935 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175765 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226264.000000 Penalty: 109917.796875
Iteration 337Q: 33 clusters Score -1.242263e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12208 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170743 members 
Mstep: Class 22 contains 170928 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175767 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226320.000000 Penalty: 109917.796875
Iteration 338Q: 33 clusters Score -1.242263e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170741 members 
Mstep: Class 22 contains 170931 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175768 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226304.000000 Penalty: 109917.796875
Iteration 339Q: 33 clusters Score -1.242263e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170742 members 
Mstep: Class 22 contains 170931 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175768 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226280.000000 Penalty: 109917.796875
Iteration 340F: 33 clusters Score -1.242263e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169750 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170742 members 
Mstep: Class 22 contains 170932 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175773 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226296.000000 Penalty: 109917.796875
Iteration 341Q: 33 clusters Score -1.242263e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170742 members 
Mstep: Class 22 contains 170932 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175774 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226328.000000 Penalty: 109917.796875
Iteration 342Q: 33 clusters Score -1.242263e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170742 members 
Mstep: Class 22 contains 170931 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175775 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226304.000000 Penalty: 109917.796875
Iteration 343Q: 33 clusters Score -1.242263e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170742 members 
Mstep: Class 22 contains 170933 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175773 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226320.000000 Penalty: 109917.796875
Iteration 344Q: 33 clusters Score -1.242263e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170742 members 
Mstep: Class 22 contains 170933 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175771 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226320.000000 Penalty: 109917.796875
Iteration 345Q: 33 clusters Score -1.242263e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170742 members 
Mstep: Class 22 contains 170935 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175769 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226312.000000 Penalty: 109917.796875
Iteration 346Q: 33 clusters Score -1.242263e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170741 members 
Mstep: Class 22 contains 170936 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175769 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226320.000000 Penalty: 109917.796875
Iteration 347Q: 33 clusters Score -1.242263e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170741 members 
Mstep: Class 22 contains 170936 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175769 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226304.000000 Penalty: 109917.796875
Iteration 348Q: 33 clusters Score -1.242263e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 170937 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175770 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226280.000000 Penalty: 109917.796875
Iteration 349Q: 33 clusters Score -1.242263e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 170936 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175771 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226272.000000 Penalty: 109917.796875
Iteration 350Q: 33 clusters Score -1.242263e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 170935 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175772 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226264.000000 Penalty: 109917.796875
Iteration 351Q: 33 clusters Score -1.242263e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 170935 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175772 members 
Mstep: Class 32 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226264.000000 Penalty: 109917.796875
Iteration 352F: 33 clusters Score -1.242263e+08 nChanged 0
Entering ConstructFrom: 
Score: -124226264.000000 Penalty: 109917.796875
Entering ConstructFrom: 
Trying to split cluster 1 (27495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Entering Unmasked Estep 
Score: -3384657.750000 Penalty: 2534.996338
	Iteration 0F: 2 clusters Score -3384658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3365816.250000 Penalty: 5069.992676
	Iteration 0F: 3 clusters Score -3365816 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3372276.500000 Penalty: 5069.992676
	Iteration 1F: 3 clusters Score -3372276 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3372654.750000 Penalty: 5069.992676
	Iteration 2Q: 3 clusters Score -3372655 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3373005.750000 Penalty: 5069.992676
	Iteration 3Q: 3 clusters Score -3373006 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3373346.250000 Penalty: 5069.992676
	Iteration 4Q: 3 clusters Score -3373346 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3373681.750000 Penalty: 5069.992676
	Iteration 5Q: 3 clusters Score -3373682 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3374033.000000 Penalty: 5069.992676
	Iteration 6Q: 3 clusters Score -3374033 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3374457.000000 Penalty: 5069.992676
	Iteration 7Q: 3 clusters Score -3374457 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3374987.250000 Penalty: 5069.992676
	Iteration 8Q: 3 clusters Score -3374987 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3375640.750000 Penalty: 5069.992676
	Iteration 9Q: 3 clusters Score -3375641 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3376398.250000 Penalty: 5069.992676
	Iteration 10Q: 3 clusters Score -3376398 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3377274.000000 Penalty: 5069.992676
	Iteration 11Q: 3 clusters Score -3377274 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3378264.500000 Penalty: 5069.992676
	Iteration 12F: 3 clusters Score -3378264 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3379261.000000 Penalty: 5069.992676
	Iteration 13F: 3 clusters Score -3379261 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3380231.750000 Penalty: 5069.992676
	Iteration 14Q: 3 clusters Score -3380232 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3380985.000000 Penalty: 5069.992676
	Iteration 15Q: 3 clusters Score -3380985 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3381530.500000 Penalty: 5069.992676
	Iteration 16Q: 3 clusters Score -3381530 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3381869.000000 Penalty: 5069.992676
	Iteration 17Q: 3 clusters Score -3381869 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3382101.500000 Penalty: 5069.992676
	Iteration 18Q: 3 clusters Score -3382102 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3382239.250000 Penalty: 5069.992676
	Iteration 19Q: 3 clusters Score -3382239 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3382326.250000 Penalty: 5069.992676
	Iteration 20F: 3 clusters Score -3382326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3382385.500000 Penalty: 5069.992676
	Iteration 21Q: 3 clusters Score -3382386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3382429.500000 Penalty: 5069.992676
	Iteration 22Q: 3 clusters Score -3382430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3382460.750000 Penalty: 5069.992676
	Iteration 23Q: 3 clusters Score -3382461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3382478.500000 Penalty: 5069.992676
	Iteration 24Q: 3 clusters Score -3382478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3382499.750000 Penalty: 5069.992676
	Iteration 25Q: 3 clusters Score -3382500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3382513.000000 Penalty: 5069.992676
	Iteration 26Q: 3 clusters Score -3382513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3382521.750000 Penalty: 5069.992676
	Iteration 27Q: 3 clusters Score -3382522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3382523.000000 Penalty: 5069.992676
	Iteration 28Q: 3 clusters Score -3382523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3382533.000000 Penalty: 5069.992676
	Iteration 29Q: 3 clusters Score -3382533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3382538.500000 Penalty: 5069.992676
	Iteration 30Q: 3 clusters Score -3382538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3382542.000000 Penalty: 5069.992676
	Iteration 31Q: 3 clusters Score -3382542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3382544.750000 Penalty: 5069.992676
	Iteration 32Q: 3 clusters Score -3382545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3382553.750000 Penalty: 5069.992676
	Iteration 33Q: 3 clusters Score -3382554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3382555.750000 Penalty: 5069.992676
	Iteration 34Q: 3 clusters Score -3382556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3382557.000000 Penalty: 5069.992676
	Iteration 35Q: 3 clusters Score -3382557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3382562.500000 Penalty: 5069.992676
	Iteration 36Q: 3 clusters Score -3382562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3382564.250000 Penalty: 5069.992676
	Iteration 37Q: 3 clusters Score -3382564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3382563.500000 Penalty: 5069.992676
	Iteration 38Q: 3 clusters Score -3382564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3382563.500000 Penalty: 5069.992676
	Iteration 39F: 3 clusters Score -3382564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -835164.187500 Penalty: 2186.469238
	Iteration 0F: 2 clusters Score -835164.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -829594.437500 Penalty: 4372.938477
	Iteration 0F: 3 clusters Score -829594.4 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -830996.000000 Penalty: 4372.938477
	Iteration 1F: 3 clusters Score -830996 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -831225.250000 Penalty: 4372.938477
	Iteration 2F: 3 clusters Score -831225.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -831357.000000 Penalty: 4372.938477
	Iteration 3Q: 3 clusters Score -831357 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -831436.312500 Penalty: 4372.938477
	Iteration 4Q: 3 clusters Score -831436.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -831505.937500 Penalty: 4372.938477
	Iteration 5Q: 3 clusters Score -831505.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -831556.062500 Penalty: 4372.938477
	Iteration 6Q: 3 clusters Score -831556.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -831591.687500 Penalty: 4372.938477
	Iteration 7Q: 3 clusters Score -831591.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -831622.562500 Penalty: 4372.938477
	Iteration 8Q: 3 clusters Score -831622.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -831649.500000 Penalty: 4372.938477
	Iteration 9Q: 3 clusters Score -831649.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -831674.812500 Penalty: 4372.938477
	Iteration 10Q: 3 clusters Score -831674.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -831698.062500 Penalty: 4372.938477
	Iteration 11Q: 3 clusters Score -831698.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -831716.437500 Penalty: 4372.938477
	Iteration 12Q: 3 clusters Score -831716.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -831734.000000 Penalty: 4372.938477
	Iteration 13Q: 3 clusters Score -831734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -831752.437500 Penalty: 4372.938477
	Iteration 14Q: 3 clusters Score -831752.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -831764.937500 Penalty: 4372.938477
	Iteration 15Q: 3 clusters Score -831764.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -831779.312500 Penalty: 4372.938477
	Iteration 16Q: 3 clusters Score -831779.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -831789.812500 Penalty: 4372.938477
	Iteration 17Q: 3 clusters Score -831789.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -831808.062500 Penalty: 4372.938477
	Iteration 18Q: 3 clusters Score -831808.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -831827.312500 Penalty: 4372.938477
	Iteration 19Q: 3 clusters Score -831827.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -831846.937500 Penalty: 4372.938477
	Iteration 20F: 3 clusters Score -831846.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -831862.562500 Penalty: 4372.938477
	Iteration 21Q: 3 clusters Score -831862.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -831876.312500 Penalty: 4372.938477
	Iteration 22Q: 3 clusters Score -831876.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -831894.312500 Penalty: 4372.938477
	Iteration 23Q: 3 clusters Score -831894.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -831910.062500 Penalty: 4372.938477
	Iteration 24Q: 3 clusters Score -831910.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -831934.562500 Penalty: 4372.938477
	Iteration 25Q: 3 clusters Score -831934.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -831957.500000 Penalty: 4372.938477
	Iteration 26Q: 3 clusters Score -831957.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -831990.500000 Penalty: 4372.938477
	Iteration 27Q: 3 clusters Score -831990.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -832026.437500 Penalty: 4372.938477
	Iteration 28Q: 3 clusters Score -832026.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -832065.500000 Penalty: 4372.938477
	Iteration 29Q: 3 clusters Score -832065.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -832117.750000 Penalty: 4372.938477
	Iteration 30Q: 3 clusters Score -832117.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -832172.750000 Penalty: 4372.938477
	Iteration 31Q: 3 clusters Score -832172.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -832226.000000 Penalty: 4372.938477
	Iteration 32Q: 3 clusters Score -832226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -832291.937500 Penalty: 4372.938477
	Iteration 33Q: 3 clusters Score -832291.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -832371.312500 Penalty: 4372.938477
	Iteration 34Q: 3 clusters Score -832371.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -832461.312500 Penalty: 4372.938477
	Iteration 35Q: 3 clusters Score -832461.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -832554.625000 Penalty: 4372.938477
	Iteration 36Q: 3 clusters Score -832554.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -832643.375000 Penalty: 4372.938477
	Iteration 37Q: 3 clusters Score -832643.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -832732.875000 Penalty: 4372.938477
	Iteration 38Q: 3 clusters Score -832732.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -832808.000000 Penalty: 4372.938477
	Iteration 39Q: 3 clusters Score -832808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -832881.187500 Penalty: 4372.938477
	Iteration 40F: 3 clusters Score -832881.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -832938.000000 Penalty: 4372.938477
	Iteration 41Q: 3 clusters Score -832938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -832982.437500 Penalty: 4372.938477
	Iteration 42Q: 3 clusters Score -832982.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -833028.250000 Penalty: 4372.938477
	Iteration 43Q: 3 clusters Score -833028.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -833067.375000 Penalty: 4372.938477
	Iteration 44Q: 3 clusters Score -833067.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -833102.562500 Penalty: 4372.938477
	Iteration 45Q: 3 clusters Score -833102.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -833121.625000 Penalty: 4372.938477
	Iteration 46Q: 3 clusters Score -833121.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -833135.375000 Penalty: 4372.938477
	Iteration 47Q: 3 clusters Score -833135.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -833145.875000 Penalty: 4372.938477
	Iteration 48Q: 3 clusters Score -833145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -833153.937500 Penalty: 4372.938477
	Iteration 49Q: 3 clusters Score -833153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -833160.625000 Penalty: 4372.938477
	Iteration 50Q: 3 clusters Score -833160.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -833171.500000 Penalty: 4372.938477
	Iteration 51Q: 3 clusters Score -833171.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -833185.125000 Penalty: 4372.938477
	Iteration 52Q: 3 clusters Score -833185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -833197.750000 Penalty: 4372.938477
	Iteration 53Q: 3 clusters Score -833197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -833203.125000 Penalty: 4372.938477
	Iteration 54Q: 3 clusters Score -833203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -833207.125000 Penalty: 4372.938477
	Iteration 55Q: 3 clusters Score -833207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -833209.125000 Penalty: 4372.938477
	Iteration 56Q: 3 clusters Score -833209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -833213.937500 Penalty: 4372.938477
	Iteration 57Q: 3 clusters Score -833213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -833218.687500 Penalty: 4372.938477
	Iteration 58Q: 3 clusters Score -833218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -833218.562500 Penalty: 4372.938477
	Iteration 59Q: 3 clusters Score -833218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -833219.750000 Penalty: 4372.938477
	Iteration 60F: 3 clusters Score -833219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -1236455.250000 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -1236455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1228658.625000 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -1228659 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1230964.000000 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -1230964 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1231392.125000 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -1231392 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1231825.875000 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -1231826 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1232334.000000 Penalty: 4574.441406
	Iteration 4F: 3 clusters Score -1232334 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1232907.625000 Penalty: 4574.441406
	Iteration 5F: 3 clusters Score -1232908 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1233375.000000 Penalty: 4574.441406
	Iteration 6F: 3 clusters Score -1233375 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1233711.625000 Penalty: 4574.441406
	Iteration 7F: 3 clusters Score -1233712 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1233968.375000 Penalty: 4574.441406
	Iteration 8Q: 3 clusters Score -1233968 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1234174.625000 Penalty: 4574.441406
	Iteration 9Q: 3 clusters Score -1234175 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1234306.500000 Penalty: 4574.441406
	Iteration 10Q: 3 clusters Score -1234306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1234404.000000 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -1234404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1234476.625000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -1234477 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1234532.000000 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -1234532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1234576.625000 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -1234577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1234616.750000 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -1234617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1234657.125000 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -1234657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1234685.000000 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -1234685 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1234709.875000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -1234710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1234731.000000 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -1234731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1234751.125000 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -1234751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1234771.375000 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -1234771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1234784.375000 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -1234784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1234803.875000 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -1234804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1234814.375000 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -1234814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1234829.500000 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -1234830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1234833.875000 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -1234834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1234847.750000 Penalty: 4574.441406
	Iteration 27Q: 3 clusters Score -1234848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1234855.750000 Penalty: 4574.441406
	Iteration 28Q: 3 clusters Score -1234856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1234867.375000 Penalty: 4574.441406
	Iteration 29Q: 3 clusters Score -1234867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1234871.000000 Penalty: 4574.441406
	Iteration 30Q: 3 clusters Score -1234871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1234876.500000 Penalty: 4574.441406
	Iteration 31Q: 3 clusters Score -1234876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1234878.250000 Penalty: 4574.441406
	Iteration 32Q: 3 clusters Score -1234878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1234885.250000 Penalty: 4574.441406
	Iteration 33Q: 3 clusters Score -1234885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1234893.125000 Penalty: 4574.441406
	Iteration 34Q: 3 clusters Score -1234893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1234901.500000 Penalty: 4574.441406
	Iteration 35Q: 3 clusters Score -1234902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1234913.250000 Penalty: 4574.441406
	Iteration 36Q: 3 clusters Score -1234913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1234924.000000 Penalty: 4574.441406
	Iteration 37Q: 3 clusters Score -1234924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1234927.500000 Penalty: 4574.441406
	Iteration 38Q: 3 clusters Score -1234928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1234927.000000 Penalty: 4574.441406
	Iteration 39Q: 3 clusters Score -1234927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1234935.250000 Penalty: 4574.441406
	Iteration 40F: 3 clusters Score -1234935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1234941.500000 Penalty: 4574.441406
	Iteration 41Q: 3 clusters Score -1234942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1234947.125000 Penalty: 4574.441406
	Iteration 42Q: 3 clusters Score -1234947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1234951.875000 Penalty: 4574.441406
	Iteration 43Q: 3 clusters Score -1234952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1234953.625000 Penalty: 4574.441406
	Iteration 44Q: 3 clusters Score -1234954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1234961.875000 Penalty: 4574.441406
	Iteration 45Q: 3 clusters Score -1234962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1234964.875000 Penalty: 4574.441406
	Iteration 46Q: 3 clusters Score -1234965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1234963.500000 Penalty: 4574.441406
	Iteration 47Q: 3 clusters Score -1234964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1234967.875000 Penalty: 4574.441406
	Iteration 48Q: 3 clusters Score -1234968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1234967.875000 Penalty: 4574.441406
	Iteration 49F: 3 clusters Score -1234968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1591638.375000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1591638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1582624.625000 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1582625 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1585297.000000 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1585297 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1585606.875000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1585607 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1585833.750000 Penalty: 4666.917969
	Iteration 3Q: 3 clusters Score -1585834 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1585997.250000 Penalty: 4666.917969
	Iteration 4Q: 3 clusters Score -1585997 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1586174.250000 Penalty: 4666.917969
	Iteration 5Q: 3 clusters Score -1586174 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1586383.000000 Penalty: 4666.917969
	Iteration 6Q: 3 clusters Score -1586383 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1586628.500000 Penalty: 4666.917969
	Iteration 7Q: 3 clusters Score -1586628 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1586942.875000 Penalty: 4666.917969
	Iteration 8Q: 3 clusters Score -1586943 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1587360.875000 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1587361 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1587840.875000 Penalty: 4666.917969
	Iteration 10F: 3 clusters Score -1587841 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1588323.625000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1588324 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1588773.000000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1588773 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1589073.625000 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1589074 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1589239.750000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1589240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1589346.375000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1589346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1589411.875000 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1589412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1589456.125000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1589456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1589492.500000 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1589492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1589511.125000 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1589511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1589530.000000 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1589530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1589543.750000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1589544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1589553.750000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1589554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1589559.625000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1589560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1589569.125000 Penalty: 4666.917969
	Iteration 24Q: 3 clusters Score -1589569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1589580.750000 Penalty: 4666.917969
	Iteration 25Q: 3 clusters Score -1589581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1589594.000000 Penalty: 4666.917969
	Iteration 26Q: 3 clusters Score -1589594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1589604.000000 Penalty: 4666.917969
	Iteration 27Q: 3 clusters Score -1589604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1589604.375000 Penalty: 4666.917969
	Iteration 28Q: 3 clusters Score -1589604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1589607.500000 Penalty: 4666.917969
	Iteration 29Q: 3 clusters Score -1589608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1589607.500000 Penalty: 4666.917969
	Iteration 30F: 3 clusters Score -1589608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -657573.125000 Penalty: 2151.327881
	Iteration 0F: 2 clusters Score -657573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -652496.062500 Penalty: 4302.655762
	Iteration 0F: 3 clusters Score -652496.1 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -653867.187500 Penalty: 4302.655762
	Iteration 1F: 3 clusters Score -653867.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -654237.437500 Penalty: 4302.655762
	Iteration 2F: 3 clusters Score -654237.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -654512.125000 Penalty: 4302.655762
	Iteration 3F: 3 clusters Score -654512.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -654702.375000 Penalty: 4302.655762
	Iteration 4Q: 3 clusters Score -654702.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -654854.750000 Penalty: 4302.655762
	Iteration 5Q: 3 clusters Score -654854.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -654967.687500 Penalty: 4302.655762
	Iteration 6Q: 3 clusters Score -654967.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -655056.812500 Penalty: 4302.655762
	Iteration 7Q: 3 clusters Score -655056.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -655126.312500 Penalty: 4302.655762
	Iteration 8Q: 3 clusters Score -655126.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -655194.937500 Penalty: 4302.655762
	Iteration 9Q: 3 clusters Score -655194.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -655265.937500 Penalty: 4302.655762
	Iteration 10Q: 3 clusters Score -655265.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -655331.937500 Penalty: 4302.655762
	Iteration 11Q: 3 clusters Score -655331.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -655407.437500 Penalty: 4302.655762
	Iteration 12Q: 3 clusters Score -655407.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -655499.687500 Penalty: 4302.655762
	Iteration 13Q: 3 clusters Score -655499.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -655580.187500 Penalty: 4302.655762
	Iteration 14Q: 3 clusters Score -655580.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -655649.812500 Penalty: 4302.655762
	Iteration 15Q: 3 clusters Score -655649.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -655713.375000 Penalty: 4302.655762
	Iteration 16Q: 3 clusters Score -655713.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -655783.250000 Penalty: 4302.655762
	Iteration 17Q: 3 clusters Score -655783.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -655862.812500 Penalty: 4302.655762
	Iteration 18Q: 3 clusters Score -655862.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -655945.937500 Penalty: 4302.655762
	Iteration 19Q: 3 clusters Score -655945.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -656018.625000 Penalty: 4302.655762
	Iteration 20F: 3 clusters Score -656018.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -656070.562500 Penalty: 4302.655762
	Iteration 21Q: 3 clusters Score -656070.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -656109.562500 Penalty: 4302.655762
	Iteration 22Q: 3 clusters Score -656109.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -656141.000000 Penalty: 4302.655762
	Iteration 23Q: 3 clusters Score -656141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -656168.812500 Penalty: 4302.655762
	Iteration 24Q: 3 clusters Score -656168.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -656199.187500 Penalty: 4302.655762
	Iteration 25Q: 3 clusters Score -656199.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -656222.687500 Penalty: 4302.655762
	Iteration 26Q: 3 clusters Score -656222.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -656245.250000 Penalty: 4302.655762
	Iteration 27Q: 3 clusters Score -656245.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -656263.500000 Penalty: 4302.655762
	Iteration 28Q: 3 clusters Score -656263.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -656286.125000 Penalty: 4302.655762
	Iteration 29Q: 3 clusters Score -656286.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -656305.375000 Penalty: 4302.655762
	Iteration 30Q: 3 clusters Score -656305.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -656315.687500 Penalty: 4302.655762
	Iteration 31Q: 3 clusters Score -656315.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -656329.937500 Penalty: 4302.655762
	Iteration 32Q: 3 clusters Score -656329.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -656340.562500 Penalty: 4302.655762
	Iteration 33Q: 3 clusters Score -656340.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -656347.625000 Penalty: 4302.655762
	Iteration 34Q: 3 clusters Score -656347.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -656351.875000 Penalty: 4302.655762
	Iteration 35Q: 3 clusters Score -656351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -656357.500000 Penalty: 4302.655762
	Iteration 36Q: 3 clusters Score -656357.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -656364.250000 Penalty: 4302.655762
	Iteration 37Q: 3 clusters Score -656364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -656366.687500 Penalty: 4302.655762
	Iteration 38Q: 3 clusters Score -656366.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -656370.437500 Penalty: 4302.655762
	Iteration 39Q: 3 clusters Score -656370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -656370.750000 Penalty: 4302.655762
	Iteration 40F: 3 clusters Score -656370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -656374.250000 Penalty: 4302.655762
	Iteration 41Q: 3 clusters Score -656374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -656376.687500 Penalty: 4302.655762
	Iteration 42Q: 3 clusters Score -656376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -656378.500000 Penalty: 4302.655762
	Iteration 43Q: 3 clusters Score -656378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -656382.562500 Penalty: 4302.655762
	Iteration 44Q: 3 clusters Score -656382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -656383.250000 Penalty: 4302.655762
	Iteration 45Q: 3 clusters Score -656383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -656386.000000 Penalty: 4302.655762
	Iteration 46Q: 3 clusters Score -656386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -656385.000000 Penalty: 4302.655762
	Iteration 47Q: 3 clusters Score -656385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -656388.687500 Penalty: 4302.655762
	Iteration 48Q: 3 clusters Score -656388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -656389.875000 Penalty: 4302.655762
	Iteration 49Q: 3 clusters Score -656389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -656390.625000 Penalty: 4302.655762
	Iteration 50Q: 3 clusters Score -656390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -656390.062500 Penalty: 4302.655762
	Iteration 51Q: 3 clusters Score -656390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -656390.062500 Penalty: 4302.655762
	Iteration 52F: 3 clusters Score -656390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -431679.062500 Penalty: 2040.322754
	Iteration 0F: 2 clusters Score -431679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -427993.843750 Penalty: 4080.645508
	Iteration 0F: 3 clusters Score -427993.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -428784.000000 Penalty: 4080.645508
	Iteration 1F: 3 clusters Score -428784 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -428967.656250 Penalty: 4080.645508
	Iteration 2F: 3 clusters Score -428967.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -429086.531250 Penalty: 4080.645508
	Iteration 3Q: 3 clusters Score -429086.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -429168.343750 Penalty: 4080.645508
	Iteration 4Q: 3 clusters Score -429168.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -429215.968750 Penalty: 4080.645508
	Iteration 5Q: 3 clusters Score -429216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429270.000000 Penalty: 4080.645508
	Iteration 6Q: 3 clusters Score -429270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -429314.312500 Penalty: 4080.645508
	Iteration 7Q: 3 clusters Score -429314.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -429347.531250 Penalty: 4080.645508
	Iteration 8Q: 3 clusters Score -429347.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -429382.781250 Penalty: 4080.645508
	Iteration 9Q: 3 clusters Score -429382.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -429421.500000 Penalty: 4080.645508
	Iteration 10Q: 3 clusters Score -429421.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -429450.843750 Penalty: 4080.645508
	Iteration 11Q: 3 clusters Score -429450.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -429473.562500 Penalty: 4080.645508
	Iteration 12Q: 3 clusters Score -429473.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -429491.625000 Penalty: 4080.645508
	Iteration 13Q: 3 clusters Score -429491.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -429507.593750 Penalty: 4080.645508
	Iteration 14Q: 3 clusters Score -429507.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -429525.843750 Penalty: 4080.645508
	Iteration 15Q: 3 clusters Score -429525.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -429541.187500 Penalty: 4080.645508
	Iteration 16Q: 3 clusters Score -429541.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -429566.718750 Penalty: 4080.645508
	Iteration 17Q: 3 clusters Score -429566.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -429598.625000 Penalty: 4080.645508
	Iteration 18Q: 3 clusters Score -429598.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -429628.437500 Penalty: 4080.645508
	Iteration 19Q: 3 clusters Score -429628.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -429664.000000 Penalty: 4080.645508
	Iteration 20F: 3 clusters Score -429664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -429709.750000 Penalty: 4080.645508
	Iteration 21Q: 3 clusters Score -429709.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -429771.375000 Penalty: 4080.645508
	Iteration 22Q: 3 clusters Score -429771.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -429864.843750 Penalty: 4080.645508
	Iteration 23Q: 3 clusters Score -429864.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -429969.031250 Penalty: 4080.645508
	Iteration 24Q: 3 clusters Score -429969 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -430042.687500 Penalty: 4080.645508
	Iteration 25Q: 3 clusters Score -430042.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -430084.500000 Penalty: 4080.645508
	Iteration 26Q: 3 clusters Score -430084.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -430115.781250 Penalty: 4080.645508
	Iteration 27Q: 3 clusters Score -430115.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -430134.812500 Penalty: 4080.645508
	Iteration 28Q: 3 clusters Score -430134.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -430153.781250 Penalty: 4080.645508
	Iteration 29Q: 3 clusters Score -430153.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -430176.437500 Penalty: 4080.645508
	Iteration 30Q: 3 clusters Score -430176.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -430200.343750 Penalty: 4080.645508
	Iteration 31Q: 3 clusters Score -430200.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -430221.531250 Penalty: 4080.645508
	Iteration 32Q: 3 clusters Score -430221.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -430234.968750 Penalty: 4080.645508
	Iteration 33Q: 3 clusters Score -430235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -430248.187500 Penalty: 4080.645508
	Iteration 34Q: 3 clusters Score -430248.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -430263.375000 Penalty: 4080.645508
	Iteration 35Q: 3 clusters Score -430263.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -430279.500000 Penalty: 4080.645508
	Iteration 36Q: 3 clusters Score -430279.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -430298.437500 Penalty: 4080.645508
	Iteration 37Q: 3 clusters Score -430298.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -430316.718750 Penalty: 4080.645508
	Iteration 38Q: 3 clusters Score -430316.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -430336.343750 Penalty: 4080.645508
	Iteration 39Q: 3 clusters Score -430336.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -430352.375000 Penalty: 4080.645508
	Iteration 40F: 3 clusters Score -430352.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -430360.875000 Penalty: 4080.645508
	Iteration 41Q: 3 clusters Score -430360.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -430372.875000 Penalty: 4080.645508
	Iteration 42Q: 3 clusters Score -430372.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -430385.000000 Penalty: 4080.645508
	Iteration 43Q: 3 clusters Score -430385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -430396.781250 Penalty: 4080.645508
	Iteration 44Q: 3 clusters Score -430396.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -430407.781250 Penalty: 4080.645508
	Iteration 45Q: 3 clusters Score -430407.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -430413.593750 Penalty: 4080.645508
	Iteration 46Q: 3 clusters Score -430413.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -430418.500000 Penalty: 4080.645508
	Iteration 47Q: 3 clusters Score -430418.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -430422.906250 Penalty: 4080.645508
	Iteration 48Q: 3 clusters Score -430422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -430427.468750 Penalty: 4080.645508
	Iteration 49Q: 3 clusters Score -430427.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -430432.062500 Penalty: 4080.645508
	Iteration 50Q: 3 clusters Score -430432.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -430434.281250 Penalty: 4080.645508
	Iteration 51Q: 3 clusters Score -430434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -430436.875000 Penalty: 4080.645508
	Iteration 52Q: 3 clusters Score -430436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -430440.500000 Penalty: 4080.645508
	Iteration 53Q: 3 clusters Score -430440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -430446.593750 Penalty: 4080.645508
	Iteration 54Q: 3 clusters Score -430446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -430453.687500 Penalty: 4080.645508
	Iteration 55Q: 3 clusters Score -430453.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -430462.937500 Penalty: 4080.645508
	Iteration 56Q: 3 clusters Score -430462.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -430473.375000 Penalty: 4080.645508
	Iteration 57Q: 3 clusters Score -430473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -430482.312500 Penalty: 4080.645508
	Iteration 58Q: 3 clusters Score -430482.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -430488.937500 Penalty: 4080.645508
	Iteration 59Q: 3 clusters Score -430488.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -430497.281250 Penalty: 4080.645508
	Iteration 60F: 3 clusters Score -430497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -430506.125000 Penalty: 4080.645508
	Iteration 61Q: 3 clusters Score -430506.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -430519.531250 Penalty: 4080.645508
	Iteration 62Q: 3 clusters Score -430519.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -430530.781250 Penalty: 4080.645508
	Iteration 63Q: 3 clusters Score -430530.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -430542.625000 Penalty: 4080.645508
	Iteration 64Q: 3 clusters Score -430542.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -430561.375000 Penalty: 4080.645508
	Iteration 65Q: 3 clusters Score -430561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430583.000000 Penalty: 4080.645508
	Iteration 66Q: 3 clusters Score -430583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -430609.718750 Penalty: 4080.645508
	Iteration 67Q: 3 clusters Score -430609.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -430634.093750 Penalty: 4080.645508
	Iteration 68Q: 3 clusters Score -430634.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -430648.750000 Penalty: 4080.645508
	Iteration 69Q: 3 clusters Score -430648.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -430659.187500 Penalty: 4080.645508
	Iteration 70Q: 3 clusters Score -430659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -430668.593750 Penalty: 4080.645508
	Iteration 71Q: 3 clusters Score -430668.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -430676.875000 Penalty: 4080.645508
	Iteration 72Q: 3 clusters Score -430676.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -430686.875000 Penalty: 4080.645508
	Iteration 73Q: 3 clusters Score -430686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -430695.218750 Penalty: 4080.645508
	Iteration 74Q: 3 clusters Score -430695.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -430699.000000 Penalty: 4080.645508
	Iteration 75Q: 3 clusters Score -430699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -430703.125000 Penalty: 4080.645508
	Iteration 76Q: 3 clusters Score -430703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -430707.656250 Penalty: 4080.645508
	Iteration 77Q: 3 clusters Score -430707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -430711.000000 Penalty: 4080.645508
	Iteration 78Q: 3 clusters Score -430711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -430716.031250 Penalty: 4080.645508
	Iteration 79Q: 3 clusters Score -430716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -430722.000000 Penalty: 4080.645508
	Iteration 80F: 3 clusters Score -430722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -430727.000000 Penalty: 4080.645508
	Iteration 81Q: 3 clusters Score -430727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -430729.593750 Penalty: 4080.645508
	Iteration 82Q: 3 clusters Score -430729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -430732.156250 Penalty: 4080.645508
	Iteration 83Q: 3 clusters Score -430732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -430731.968750 Penalty: 4080.645508
	Iteration 84Q: 3 clusters Score -430732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -430733.781250 Penalty: 4080.645508
	Iteration 85Q: 3 clusters Score -430733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -430734.125000 Penalty: 4080.645508
	Iteration 86Q: 3 clusters Score -430734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -430736.156250 Penalty: 4080.645508
	Iteration 87Q: 3 clusters Score -430736.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -430741.031250 Penalty: 4080.645508
	Iteration 88Q: 3 clusters Score -430741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -430743.812500 Penalty: 4080.645508
	Iteration 89Q: 3 clusters Score -430743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -430745.531250 Penalty: 4080.645508
	Iteration 90Q: 3 clusters Score -430745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -430746.187500 Penalty: 4080.645508
	Iteration 91Q: 3 clusters Score -430746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -430749.156250 Penalty: 4080.645508
	Iteration 92Q: 3 clusters Score -430749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -430749.656250 Penalty: 4080.645508
	Iteration 93Q: 3 clusters Score -430749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -430749.656250 Penalty: 4080.645508
	Iteration 94F: 3 clusters Score -430749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Entering Unmasked Estep 
Score: -1516281.375000 Penalty: 2344.259277
	Iteration 0F: 2 clusters Score -1516281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1506892.125000 Penalty: 4688.518555
	Iteration 0F: 3 clusters Score -1506892 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1509685.750000 Penalty: 4688.518555
	Iteration 1F: 3 clusters Score -1509686 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1510005.500000 Penalty: 4688.518555
	Iteration 2F: 3 clusters Score -1510006 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1510256.500000 Penalty: 4688.518555
	Iteration 3Q: 3 clusters Score -1510256 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1510483.375000 Penalty: 4688.518555
	Iteration 4Q: 3 clusters Score -1510483 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1510664.125000 Penalty: 4688.518555
	Iteration 5Q: 3 clusters Score -1510664 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1510819.000000 Penalty: 4688.518555
	Iteration 6Q: 3 clusters Score -1510819 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1510961.125000 Penalty: 4688.518555
	Iteration 7Q: 3 clusters Score -1510961 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1511103.500000 Penalty: 4688.518555
	Iteration 8Q: 3 clusters Score -1511104 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1511262.125000 Penalty: 4688.518555
	Iteration 9Q: 3 clusters Score -1511262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1511415.125000 Penalty: 4688.518555
	Iteration 10Q: 3 clusters Score -1511415 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1511557.500000 Penalty: 4688.518555
	Iteration 11Q: 3 clusters Score -1511558 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1511708.125000 Penalty: 4688.518555
	Iteration 12Q: 3 clusters Score -1511708 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1511851.250000 Penalty: 4688.518555
	Iteration 13Q: 3 clusters Score -1511851 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1512009.500000 Penalty: 4688.518555
	Iteration 14Q: 3 clusters Score -1512010 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1512179.000000 Penalty: 4688.518555
	Iteration 15Q: 3 clusters Score -1512179 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1512369.375000 Penalty: 4688.518555
	Iteration 16Q: 3 clusters Score -1512369 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1512568.375000 Penalty: 4688.518555
	Iteration 17Q: 3 clusters Score -1512568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1512789.000000 Penalty: 4688.518555
	Iteration 18Q: 3 clusters Score -1512789 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1512981.500000 Penalty: 4688.518555
	Iteration 19Q: 3 clusters Score -1512982 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1513159.375000 Penalty: 4688.518555
	Iteration 20F: 3 clusters Score -1513159 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1513300.000000 Penalty: 4688.518555
	Iteration 21Q: 3 clusters Score -1513300 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1513432.375000 Penalty: 4688.518555
	Iteration 22Q: 3 clusters Score -1513432 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1513529.875000 Penalty: 4688.518555
	Iteration 23Q: 3 clusters Score -1513530 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1513606.500000 Penalty: 4688.518555
	Iteration 24Q: 3 clusters Score -1513606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1513660.000000 Penalty: 4688.518555
	Iteration 25Q: 3 clusters Score -1513660 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1513716.375000 Penalty: 4688.518555
	Iteration 26Q: 3 clusters Score -1513716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1513763.875000 Penalty: 4688.518555
	Iteration 27Q: 3 clusters Score -1513764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1513806.250000 Penalty: 4688.518555
	Iteration 28Q: 3 clusters Score -1513806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1513840.000000 Penalty: 4688.518555
	Iteration 29Q: 3 clusters Score -1513840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1513869.625000 Penalty: 4688.518555
	Iteration 30Q: 3 clusters Score -1513870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1513897.000000 Penalty: 4688.518555
	Iteration 31Q: 3 clusters Score -1513897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1513919.125000 Penalty: 4688.518555
	Iteration 32Q: 3 clusters Score -1513919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1513939.125000 Penalty: 4688.518555
	Iteration 33Q: 3 clusters Score -1513939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1513963.875000 Penalty: 4688.518555
	Iteration 34Q: 3 clusters Score -1513964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1513972.125000 Penalty: 4688.518555
	Iteration 35Q: 3 clusters Score -1513972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1513980.375000 Penalty: 4688.518555
	Iteration 36Q: 3 clusters Score -1513980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1513995.375000 Penalty: 4688.518555
	Iteration 37Q: 3 clusters Score -1513995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1514005.875000 Penalty: 4688.518555
	Iteration 38Q: 3 clusters Score -1514006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1514020.000000 Penalty: 4688.518555
	Iteration 39Q: 3 clusters Score -1514020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1514032.250000 Penalty: 4688.518555
	Iteration 40F: 3 clusters Score -1514032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1514040.000000 Penalty: 4688.518555
	Iteration 41Q: 3 clusters Score -1514040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1514049.875000 Penalty: 4688.518555
	Iteration 42Q: 3 clusters Score -1514050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1514060.500000 Penalty: 4688.518555
	Iteration 43Q: 3 clusters Score -1514060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1514070.375000 Penalty: 4688.518555
	Iteration 44Q: 3 clusters Score -1514070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1514084.875000 Penalty: 4688.518555
	Iteration 45Q: 3 clusters Score -1514085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1514106.125000 Penalty: 4688.518555
	Iteration 46Q: 3 clusters Score -1514106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1514127.250000 Penalty: 4688.518555
	Iteration 47Q: 3 clusters Score -1514127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1514136.875000 Penalty: 4688.518555
	Iteration 48Q: 3 clusters Score -1514137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1514152.875000 Penalty: 4688.518555
	Iteration 49Q: 3 clusters Score -1514153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1514163.750000 Penalty: 4688.518555
	Iteration 50Q: 3 clusters Score -1514164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1514172.250000 Penalty: 4688.518555
	Iteration 51Q: 3 clusters Score -1514172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1514186.625000 Penalty: 4688.518555
	Iteration 52Q: 3 clusters Score -1514187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1514204.625000 Penalty: 4688.518555
	Iteration 53Q: 3 clusters Score -1514205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1514216.375000 Penalty: 4688.518555
	Iteration 54Q: 3 clusters Score -1514216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1514227.125000 Penalty: 4688.518555
	Iteration 55Q: 3 clusters Score -1514227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1514240.000000 Penalty: 4688.518555
	Iteration 56Q: 3 clusters Score -1514240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1514241.750000 Penalty: 4688.518555
	Iteration 57Q: 3 clusters Score -1514242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1514245.875000 Penalty: 4688.518555
	Iteration 58Q: 3 clusters Score -1514246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1514252.625000 Penalty: 4688.518555
	Iteration 59Q: 3 clusters Score -1514253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1514254.000000 Penalty: 4688.518555
	Iteration 60F: 3 clusters Score -1514254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1514255.625000 Penalty: 4688.518555
	Iteration 61Q: 3 clusters Score -1514256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1514259.875000 Penalty: 4688.518555
	Iteration 62Q: 3 clusters Score -1514260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1514259.125000 Penalty: 4688.518555
	Iteration 63Q: 3 clusters Score -1514259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1514260.750000 Penalty: 4688.518555
	Iteration 64Q: 3 clusters Score -1514261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1514262.125000 Penalty: 4688.518555
	Iteration 65Q: 3 clusters Score -1514262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1514262.875000 Penalty: 4688.518555
	Iteration 66Q: 3 clusters Score -1514263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1514263.000000 Penalty: 4688.518555
	Iteration 67Q: 3 clusters Score -1514263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1514266.250000 Penalty: 4688.518555
	Iteration 68Q: 3 clusters Score -1514266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1514269.250000 Penalty: 4688.518555
	Iteration 69Q: 3 clusters Score -1514269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1514271.250000 Penalty: 4688.518555
	Iteration 70Q: 3 clusters Score -1514271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1514271.125000 Penalty: 4688.518555
	Iteration 71Q: 3 clusters Score -1514271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1514276.250000 Penalty: 4688.518555
	Iteration 72Q: 3 clusters Score -1514276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1514279.375000 Penalty: 4688.518555
	Iteration 73Q: 3 clusters Score -1514279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1514282.375000 Penalty: 4688.518555
	Iteration 74Q: 3 clusters Score -1514282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1514282.250000 Penalty: 4688.518555
	Iteration 75Q: 3 clusters Score -1514282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1514284.625000 Penalty: 4688.518555
	Iteration 76Q: 3 clusters Score -1514285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1514282.000000 Penalty: 4688.518555
	Iteration 77Q: 3 clusters Score -1514282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1514281.625000 Penalty: 4688.518555
	Iteration 78Q: 3 clusters Score -1514282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1514282.250000 Penalty: 4688.518555
	Iteration 79Q: 3 clusters Score -1514282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1514283.625000 Penalty: 4688.518555
	Iteration 80F: 3 clusters Score -1514284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1514285.500000 Penalty: 4688.518555
	Iteration 81Q: 3 clusters Score -1514286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1514288.375000 Penalty: 4688.518555
	Iteration 82Q: 3 clusters Score -1514288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1514293.000000 Penalty: 4688.518555
	Iteration 83Q: 3 clusters Score -1514293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1514293.875000 Penalty: 4688.518555
	Iteration 84Q: 3 clusters Score -1514294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1514292.750000 Penalty: 4688.518555
	Iteration 85Q: 3 clusters Score -1514293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1514291.000000 Penalty: 4688.518555
	Iteration 86Q: 3 clusters Score -1514291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1514290.000000 Penalty: 4688.518555
	Iteration 87Q: 3 clusters Score -1514290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1514290.750000 Penalty: 4688.518555
	Iteration 88Q: 3 clusters Score -1514291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1514290.000000 Penalty: 4688.518555
	Iteration 89Q: 3 clusters Score -1514290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1514290.125000 Penalty: 4688.518555
	Iteration 90Q: 3 clusters Score -1514290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1514291.500000 Penalty: 4688.518555
	Iteration 91Q: 3 clusters Score -1514292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1514298.500000 Penalty: 4688.518555
	Iteration 92Q: 3 clusters Score -1514298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1514297.250000 Penalty: 4688.518555
	Iteration 93Q: 3 clusters Score -1514297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1514297.250000 Penalty: 4688.518555
	Iteration 94F: 3 clusters Score -1514297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -728267.312500 Penalty: 2162.471924
	Iteration 0F: 2 clusters Score -728267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -723105.812500 Penalty: 4324.943848
	Iteration 0F: 3 clusters Score -723105.8 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -724413.812500 Penalty: 4324.943848
	Iteration 1F: 3 clusters Score -724413.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -724681.125000 Penalty: 4324.943848
	Iteration 2F: 3 clusters Score -724681.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -724867.500000 Penalty: 4324.943848
	Iteration 3F: 3 clusters Score -724867.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -725035.062500 Penalty: 4324.943848
	Iteration 4Q: 3 clusters Score -725035.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -725167.187500 Penalty: 4324.943848
	Iteration 5Q: 3 clusters Score -725167.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -725278.937500 Penalty: 4324.943848
	Iteration 6Q: 3 clusters Score -725278.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -725388.812500 Penalty: 4324.943848
	Iteration 7Q: 3 clusters Score -725388.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -725513.500000 Penalty: 4324.943848
	Iteration 8Q: 3 clusters Score -725513.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -725624.375000 Penalty: 4324.943848
	Iteration 9Q: 3 clusters Score -725624.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -725738.625000 Penalty: 4324.943848
	Iteration 10Q: 3 clusters Score -725738.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -725876.187500 Penalty: 4324.943848
	Iteration 11Q: 3 clusters Score -725876.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -726015.312500 Penalty: 4324.943848
	Iteration 12Q: 3 clusters Score -726015.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -726157.625000 Penalty: 4324.943848
	Iteration 13Q: 3 clusters Score -726157.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -726286.750000 Penalty: 4324.943848
	Iteration 14Q: 3 clusters Score -726286.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -726378.937500 Penalty: 4324.943848
	Iteration 15Q: 3 clusters Score -726378.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -726434.500000 Penalty: 4324.943848
	Iteration 16Q: 3 clusters Score -726434.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -726475.937500 Penalty: 4324.943848
	Iteration 17Q: 3 clusters Score -726475.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -726509.687500 Penalty: 4324.943848
	Iteration 18Q: 3 clusters Score -726509.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -726550.812500 Penalty: 4324.943848
	Iteration 19Q: 3 clusters Score -726550.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -726587.062500 Penalty: 4324.943848
	Iteration 20F: 3 clusters Score -726587.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -726618.062500 Penalty: 4324.943848
	Iteration 21Q: 3 clusters Score -726618.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -726655.250000 Penalty: 4324.943848
	Iteration 22Q: 3 clusters Score -726655.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -726685.000000 Penalty: 4324.943848
	Iteration 23Q: 3 clusters Score -726685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -726718.562500 Penalty: 4324.943848
	Iteration 24Q: 3 clusters Score -726718.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -726742.125000 Penalty: 4324.943848
	Iteration 25Q: 3 clusters Score -726742.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -726760.875000 Penalty: 4324.943848
	Iteration 26Q: 3 clusters Score -726760.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -726776.687500 Penalty: 4324.943848
	Iteration 27Q: 3 clusters Score -726776.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -726790.312500 Penalty: 4324.943848
	Iteration 28Q: 3 clusters Score -726790.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -726800.062500 Penalty: 4324.943848
	Iteration 29Q: 3 clusters Score -726800.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -726807.687500 Penalty: 4324.943848
	Iteration 30Q: 3 clusters Score -726807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -726813.625000 Penalty: 4324.943848
	Iteration 31Q: 3 clusters Score -726813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -726814.875000 Penalty: 4324.943848
	Iteration 32Q: 3 clusters Score -726814.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -726816.875000 Penalty: 4324.943848
	Iteration 33Q: 3 clusters Score -726816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -726818.187500 Penalty: 4324.943848
	Iteration 34Q: 3 clusters Score -726818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -726818.875000 Penalty: 4324.943848
	Iteration 35Q: 3 clusters Score -726818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -726819.812500 Penalty: 4324.943848
	Iteration 36Q: 3 clusters Score -726819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -726820.562500 Penalty: 4324.943848
	Iteration 37Q: 3 clusters Score -726820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -726819.875000 Penalty: 4324.943848
	Iteration 38Q: 3 clusters Score -726819.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -726819.875000 Penalty: 4324.943848
	Iteration 39F: 3 clusters Score -726819.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -121808.710938 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -121808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -119844.734375 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -119844.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120255.078125 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -120255.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120491.109375 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -120491.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120678.273438 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -120678.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120859.414062 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -120859.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121000.054688 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -121000.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121112.546875 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -121112.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121221.625000 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -121221.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -121304.085938 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -121304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121327.914062 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -121327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121346.812500 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -121346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121358.648438 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -121358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -121372.843750 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -121372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -121393.609375 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -121393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121402.539062 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -121402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -121404.273438 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -121404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121406.828125 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -121406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121407.640625 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -121407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121408.273438 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -121408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121409.804688 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -121409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121409.804688 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -121409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -591264.437500 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -591264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -586709.812500 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -586709.8 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -587739.000000 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -587739 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -587954.375000 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -587954.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -588085.625000 Penalty: 4212.275391
	Iteration 3F: 3 clusters Score -588085.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -588189.750000 Penalty: 4212.275391
	Iteration 4Q: 3 clusters Score -588189.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -588270.750000 Penalty: 4212.275391
	Iteration 5Q: 3 clusters Score -588270.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -588331.250000 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -588331.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -588389.000000 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -588389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -588438.625000 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -588438.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -588492.875000 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -588492.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -588543.312500 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -588543.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -588605.562500 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -588605.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -588661.062500 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -588661.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -588712.625000 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -588712.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -588765.500000 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -588765.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -588811.937500 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -588811.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -588853.187500 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -588853.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -588888.250000 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -588888.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -588920.000000 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -588920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -588951.437500 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -588951.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -588995.937500 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -588995.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -589034.562500 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -589034.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -589082.250000 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -589082.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -589148.750000 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -589148.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -589247.812500 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -589247.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -589335.937500 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -589335.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -589401.687500 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -589401.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -589447.062500 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -589447.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -589495.125000 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -589495.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -589536.062500 Penalty: 4212.275391
	Iteration 29Q: 3 clusters Score -589536.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -589576.875000 Penalty: 4212.275391
	Iteration 30Q: 3 clusters Score -589576.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -589614.562500 Penalty: 4212.275391
	Iteration 31Q: 3 clusters Score -589614.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -589656.937500 Penalty: 4212.275391
	Iteration 32Q: 3 clusters Score -589656.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -589700.812500 Penalty: 4212.275391
	Iteration 33Q: 3 clusters Score -589700.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -589729.687500 Penalty: 4212.275391
	Iteration 34Q: 3 clusters Score -589729.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -589748.562500 Penalty: 4212.275391
	Iteration 35Q: 3 clusters Score -589748.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -589767.062500 Penalty: 4212.275391
	Iteration 36Q: 3 clusters Score -589767.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -589781.875000 Penalty: 4212.275391
	Iteration 37Q: 3 clusters Score -589781.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -589797.375000 Penalty: 4212.275391
	Iteration 38Q: 3 clusters Score -589797.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -589810.062500 Penalty: 4212.275391
	Iteration 39Q: 3 clusters Score -589810.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -589822.437500 Penalty: 4212.275391
	Iteration 40F: 3 clusters Score -589822.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -589829.562500 Penalty: 4212.275391
	Iteration 41Q: 3 clusters Score -589829.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -589832.062500 Penalty: 4212.275391
	Iteration 42Q: 3 clusters Score -589832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -589834.812500 Penalty: 4212.275391
	Iteration 43Q: 3 clusters Score -589834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -589838.250000 Penalty: 4212.275391
	Iteration 44Q: 3 clusters Score -589838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -589840.187500 Penalty: 4212.275391
	Iteration 45Q: 3 clusters Score -589840.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -589843.437500 Penalty: 4212.275391
	Iteration 46Q: 3 clusters Score -589843.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -589851.437500 Penalty: 4212.275391
	Iteration 47Q: 3 clusters Score -589851.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -589854.812500 Penalty: 4212.275391
	Iteration 48Q: 3 clusters Score -589854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -589856.250000 Penalty: 4212.275391
	Iteration 49Q: 3 clusters Score -589856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -589858.500000 Penalty: 4212.275391
	Iteration 50Q: 3 clusters Score -589858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -589860.687500 Penalty: 4212.275391
	Iteration 51Q: 3 clusters Score -589860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -589863.125000 Penalty: 4212.275391
	Iteration 52Q: 3 clusters Score -589863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -589864.187500 Penalty: 4212.275391
	Iteration 53Q: 3 clusters Score -589864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -589864.937500 Penalty: 4212.275391
	Iteration 54Q: 3 clusters Score -589864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -589865.500000 Penalty: 4212.275391
	Iteration 55Q: 3 clusters Score -589865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -589865.875000 Penalty: 4212.275391
	Iteration 56Q: 3 clusters Score -589865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -589864.937500 Penalty: 4212.275391
	Iteration 57Q: 3 clusters Score -589864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -589866.187500 Penalty: 4212.275391
	Iteration 58Q: 3 clusters Score -589866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -589866.937500 Penalty: 4212.275391
	Iteration 59Q: 3 clusters Score -589866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -589867.437500 Penalty: 4212.275391
	Iteration 60F: 3 clusters Score -589867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -589867.500000 Penalty: 4212.275391
	Iteration 61Q: 3 clusters Score -589867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -589867.500000 Penalty: 4212.275391
	Iteration 62F: 3 clusters Score -589867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Entering Unmasked Estep 
Score: -718502.125000 Penalty: 2156.153564
	Iteration 0F: 2 clusters Score -718502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -713348.250000 Penalty: 4312.307129
	Iteration 0F: 3 clusters Score -713348.2 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -714737.687500 Penalty: 4312.307129
	Iteration 1F: 3 clusters Score -714737.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -715043.562500 Penalty: 4312.307129
	Iteration 2F: 3 clusters Score -715043.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -715281.375000 Penalty: 4312.307129
	Iteration 3F: 3 clusters Score -715281.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -715502.500000 Penalty: 4312.307129
	Iteration 4F: 3 clusters Score -715502.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -715738.250000 Penalty: 4312.307129
	Iteration 5Q: 3 clusters Score -715738.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -715999.500000 Penalty: 4312.307129
	Iteration 6F: 3 clusters Score -715999.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -716314.250000 Penalty: 4312.307129
	Iteration 7F: 3 clusters Score -716314.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -716677.000000 Penalty: 4312.307129
	Iteration 8F: 3 clusters Score -716677 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -717004.187500 Penalty: 4312.307129
	Iteration 9F: 3 clusters Score -717004.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -717298.000000 Penalty: 4312.307129
	Iteration 10Q: 3 clusters Score -717298 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -717533.437500 Penalty: 4312.307129
	Iteration 11Q: 3 clusters Score -717533.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -717715.750000 Penalty: 4312.307129
	Iteration 12Q: 3 clusters Score -717715.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -717869.562500 Penalty: 4312.307129
	Iteration 13Q: 3 clusters Score -717869.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -717965.812500 Penalty: 4312.307129
	Iteration 14Q: 3 clusters Score -717965.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -718033.250000 Penalty: 4312.307129
	Iteration 15Q: 3 clusters Score -718033.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -718075.500000 Penalty: 4312.307129
	Iteration 16Q: 3 clusters Score -718075.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -718102.250000 Penalty: 4312.307129
	Iteration 17Q: 3 clusters Score -718102.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -718114.375000 Penalty: 4312.307129
	Iteration 18Q: 3 clusters Score -718114.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -718130.625000 Penalty: 4312.307129
	Iteration 19Q: 3 clusters Score -718130.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -718150.562500 Penalty: 4312.307129
	Iteration 20F: 3 clusters Score -718150.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -718161.312500 Penalty: 4312.307129
	Iteration 21Q: 3 clusters Score -718161.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -718175.375000 Penalty: 4312.307129
	Iteration 22Q: 3 clusters Score -718175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -718179.687500 Penalty: 4312.307129
	Iteration 23Q: 3 clusters Score -718179.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -718182.625000 Penalty: 4312.307129
	Iteration 24Q: 3 clusters Score -718182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -718183.812500 Penalty: 4312.307129
	Iteration 25Q: 3 clusters Score -718183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -718185.812500 Penalty: 4312.307129
	Iteration 26Q: 3 clusters Score -718185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -718187.750000 Penalty: 4312.307129
	Iteration 27Q: 3 clusters Score -718187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -718189.375000 Penalty: 4312.307129
	Iteration 28Q: 3 clusters Score -718189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -718189.687500 Penalty: 4312.307129
	Iteration 29Q: 3 clusters Score -718189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -718189.250000 Penalty: 4312.307129
	Iteration 30Q: 3 clusters Score -718189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -718192.562500 Penalty: 4312.307129
	Iteration 31Q: 3 clusters Score -718192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -718193.375000 Penalty: 4312.307129
	Iteration 32Q: 3 clusters Score -718193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -718195.187500 Penalty: 4312.307129
	Iteration 33Q: 3 clusters Score -718195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -718195.812500 Penalty: 4312.307129
	Iteration 34Q: 3 clusters Score -718195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -718195.812500 Penalty: 4312.307129
	Iteration 35F: 3 clusters Score -718195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Entering Unmasked Estep 
Score: -2598171.750000 Penalty: 2470.468750
	Iteration 0F: 2 clusters Score -2598172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2583293.500000 Penalty: 4940.937500
	Iteration 0F: 3 clusters Score -2583294 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2588228.500000 Penalty: 4940.937500
	Iteration 1F: 3 clusters Score -2588228 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2588609.000000 Penalty: 4940.937500
	Iteration 2F: 3 clusters Score -2588609 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2588944.500000 Penalty: 4940.937500
	Iteration 3Q: 3 clusters Score -2588944 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2589218.250000 Penalty: 4940.937500
	Iteration 4Q: 3 clusters Score -2589218 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2589498.000000 Penalty: 4940.937500
	Iteration 5Q: 3 clusters Score -2589498 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2589798.000000 Penalty: 4940.937500
	Iteration 6Q: 3 clusters Score -2589798 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2590175.000000 Penalty: 4940.937500
	Iteration 7Q: 3 clusters Score -2590175 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2590642.000000 Penalty: 4940.937500
	Iteration 8Q: 3 clusters Score -2590642 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2591202.250000 Penalty: 4940.937500
	Iteration 9Q: 3 clusters Score -2591202 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2591870.000000 Penalty: 4940.937500
	Iteration 10F: 3 clusters Score -2591870 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2592567.250000 Penalty: 4940.937500
	Iteration 11F: 3 clusters Score -2592567 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2593242.000000 Penalty: 4940.937500
	Iteration 12Q: 3 clusters Score -2593242 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2593897.250000 Penalty: 4940.937500
	Iteration 13Q: 3 clusters Score -2593897 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2594419.000000 Penalty: 4940.937500
	Iteration 14Q: 3 clusters Score -2594419 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2594847.000000 Penalty: 4940.937500
	Iteration 15Q: 3 clusters Score -2594847 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2595170.000000 Penalty: 4940.937500
	Iteration 16Q: 3 clusters Score -2595170 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2595376.500000 Penalty: 4940.937500
	Iteration 17Q: 3 clusters Score -2595376 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2595561.250000 Penalty: 4940.937500
	Iteration 18Q: 3 clusters Score -2595561 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2595712.500000 Penalty: 4940.937500
	Iteration 19Q: 3 clusters Score -2595712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2595800.500000 Penalty: 4940.937500
	Iteration 20F: 3 clusters Score -2595800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2595870.500000 Penalty: 4940.937500
	Iteration 21Q: 3 clusters Score -2595870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2595925.500000 Penalty: 4940.937500
	Iteration 22Q: 3 clusters Score -2595926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2595971.500000 Penalty: 4940.937500
	Iteration 23Q: 3 clusters Score -2595972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2596017.500000 Penalty: 4940.937500
	Iteration 24Q: 3 clusters Score -2596018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2596050.250000 Penalty: 4940.937500
	Iteration 25Q: 3 clusters Score -2596050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2596076.750000 Penalty: 4940.937500
	Iteration 26Q: 3 clusters Score -2596077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2596103.750000 Penalty: 4940.937500
	Iteration 27Q: 3 clusters Score -2596104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2596127.500000 Penalty: 4940.937500
	Iteration 28Q: 3 clusters Score -2596128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2596139.250000 Penalty: 4940.937500
	Iteration 29Q: 3 clusters Score -2596139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2596138.250000 Penalty: 4940.937500
	Iteration 30Q: 3 clusters Score -2596138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2596143.500000 Penalty: 4940.937500
	Iteration 31Q: 3 clusters Score -2596144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2596145.750000 Penalty: 4940.937500
	Iteration 32Q: 3 clusters Score -2596146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2596147.250000 Penalty: 4940.937500
	Iteration 33Q: 3 clusters Score -2596147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2596142.500000 Penalty: 4940.937500
	Iteration 34Q: 3 clusters Score -2596142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2596148.000000 Penalty: 4940.937500
	Iteration 35Q: 3 clusters Score -2596148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2596152.750000 Penalty: 4940.937500
	Iteration 36Q: 3 clusters Score -2596153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2596152.000000 Penalty: 4940.937500
	Iteration 37Q: 3 clusters Score -2596152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2596152.750000 Penalty: 4940.937500
	Iteration 38Q: 3 clusters Score -2596153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2596159.000000 Penalty: 4940.937500
	Iteration 39Q: 3 clusters Score -2596159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2596159.500000 Penalty: 4940.937500
	Iteration 40F: 3 clusters Score -2596160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2596165.000000 Penalty: 4940.937500
	Iteration 41Q: 3 clusters Score -2596165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2596161.750000 Penalty: 4940.937500
	Iteration 42Q: 3 clusters Score -2596162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2596160.750000 Penalty: 4940.937500
	Iteration 43Q: 3 clusters Score -2596161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2596164.500000 Penalty: 4940.937500
	Iteration 44Q: 3 clusters Score -2596164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2596165.500000 Penalty: 4940.937500
	Iteration 45Q: 3 clusters Score -2596166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2596166.750000 Penalty: 4940.937500
	Iteration 46Q: 3 clusters Score -2596167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2596169.500000 Penalty: 4940.937500
	Iteration 47Q: 3 clusters Score -2596170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2596172.250000 Penalty: 4940.937500
	Iteration 48Q: 3 clusters Score -2596172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2596170.500000 Penalty: 4940.937500
	Iteration 49Q: 3 clusters Score -2596170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2596175.250000 Penalty: 4940.937500
	Iteration 50Q: 3 clusters Score -2596175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2596181.000000 Penalty: 4940.937500
	Iteration 51Q: 3 clusters Score -2596181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2596185.500000 Penalty: 4940.937500
	Iteration 52Q: 3 clusters Score -2596186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2596189.750000 Penalty: 4940.937500
	Iteration 53Q: 3 clusters Score -2596190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2596190.750000 Penalty: 4940.937500
	Iteration 54Q: 3 clusters Score -2596191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2596193.250000 Penalty: 4940.937500
	Iteration 55Q: 3 clusters Score -2596193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2596190.500000 Penalty: 4940.937500
	Iteration 56Q: 3 clusters Score -2596190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2596190.500000 Penalty: 4940.937500
	Iteration 57F: 3 clusters Score -2596190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Entering Unmasked Estep 
Score: -20676270.000000 Penalty: 2986.437744
	Iteration 0F: 2 clusters Score -2.067627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -20563800.000000 Penalty: 5972.875488
	Iteration 0F: 3 clusters Score -2.05638e+07 nChanged 81535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -20612092.000000 Penalty: 5972.875488
	Iteration 1F: 3 clusters Score -2.061209e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -20613958.000000 Penalty: 5972.875488
	Iteration 2Q: 3 clusters Score -2.061396e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -20617212.000000 Penalty: 5972.875488
	Iteration 3Q: 3 clusters Score -2.061721e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -20624240.000000 Penalty: 5972.875488
	Iteration 4F: 3 clusters Score -2.062424e+07 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -20636356.000000 Penalty: 5972.875488
	Iteration 5F: 3 clusters Score -2.063636e+07 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -20651296.000000 Penalty: 5972.875488
	Iteration 6F: 3 clusters Score -2.06513e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -20662868.000000 Penalty: 5972.875488
	Iteration 7F: 3 clusters Score -2.066287e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 162088 members 
Entering Unmasked Estep 
Score: -20668792.000000 Penalty: 5972.875488
	Iteration 8Q: 3 clusters Score -2.066879e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 165626 members 
Entering Unmasked Estep 
Score: -20671288.000000 Penalty: 5972.875488
	Iteration 9Q: 3 clusters Score -2.067129e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -20672480.000000 Penalty: 5972.875488
	Iteration 10Q: 3 clusters Score -2.067248e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -20673022.000000 Penalty: 5972.875488
	Iteration 11Q: 3 clusters Score -2.067302e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 168424 members 
Entering Unmasked Estep 
Score: -20673332.000000 Penalty: 5972.875488
	Iteration 12Q: 3 clusters Score -2.067333e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 168599 members 
Entering Unmasked Estep 
Score: -20673474.000000 Penalty: 5972.875488
	Iteration 13Q: 3 clusters Score -2.067347e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 168724 members 
Entering Unmasked Estep 
Score: -20673598.000000 Penalty: 5972.875488
	Iteration 14Q: 3 clusters Score -2.06736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 168789 members 
Entering Unmasked Estep 
Score: -20673742.000000 Penalty: 5972.875488
	Iteration 15Q: 3 clusters Score -2.067374e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -20673824.000000 Penalty: 5972.875488
	Iteration 16Q: 3 clusters Score -2.067382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 168833 members 
Entering Unmasked Estep 
Score: -20673836.000000 Penalty: 5972.875488
	Iteration 17Q: 3 clusters Score -2.067384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 168832 members 
Entering Unmasked Estep 
Score: -20673850.000000 Penalty: 5972.875488
	Iteration 18Q: 3 clusters Score -2.067385e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 168830 members 
Entering Unmasked Estep 
Score: -20673868.000000 Penalty: 5972.875488
	Iteration 19Q: 3 clusters Score -2.067387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 168834 members 
Entering Unmasked Estep 
Score: -20673900.000000 Penalty: 5972.875488
	Iteration 20F: 3 clusters Score -2.06739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 168835 members 
Entering Unmasked Estep 
Score: -20673898.000000 Penalty: 5972.875488
	Iteration 21Q: 3 clusters Score -2.06739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -20673902.000000 Penalty: 5972.875488
	Iteration 22Q: 3 clusters Score -2.06739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -20673926.000000 Penalty: 5972.875488
	Iteration 23Q: 3 clusters Score -2.067393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 168847 members 
Entering Unmasked Estep 
Score: -20673934.000000 Penalty: 5972.875488
	Iteration 24Q: 3 clusters Score -2.067393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -20673918.000000 Penalty: 5972.875488
	Iteration 25Q: 3 clusters Score -2.067392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -20673954.000000 Penalty: 5972.875488
	Iteration 26Q: 3 clusters Score -2.067395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -20673950.000000 Penalty: 5972.875488
	Iteration 27Q: 3 clusters Score -2.067395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -20673952.000000 Penalty: 5972.875488
	Iteration 28Q: 3 clusters Score -2.067395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -20673936.000000 Penalty: 5972.875488
	Iteration 29Q: 3 clusters Score -2.067394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -20673932.000000 Penalty: 5972.875488
	Iteration 30Q: 3 clusters Score -2.067393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 168863 members 
Entering Unmasked Estep 
Score: -20673956.000000 Penalty: 5972.875488
	Iteration 31Q: 3 clusters Score -2.067396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -20673960.000000 Penalty: 5972.875488
	Iteration 32Q: 3 clusters Score -2.067396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 168865 members 
Entering Unmasked Estep 
Score: -20673964.000000 Penalty: 5972.875488
	Iteration 33Q: 3 clusters Score -2.067396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -20673956.000000 Penalty: 5972.875488
	Iteration 34Q: 3 clusters Score -2.067396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -20673962.000000 Penalty: 5972.875488
	Iteration 35Q: 3 clusters Score -2.067396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -20673964.000000 Penalty: 5972.875488
	Iteration 36Q: 3 clusters Score -2.067396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -20673964.000000 Penalty: 5972.875488
	Iteration 37F: 3 clusters Score -2.067396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Entering Unmasked Estep 
Score: -998939.687500 Penalty: 2240.363281
	Iteration 0F: 2 clusters Score -998939.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -992298.250000 Penalty: 4480.726562
	Iteration 0F: 3 clusters Score -992298.2 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -994120.625000 Penalty: 4480.726562
	Iteration 1F: 3 clusters Score -994120.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -994367.125000 Penalty: 4480.726562
	Iteration 2F: 3 clusters Score -994367.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -994543.250000 Penalty: 4480.726562
	Iteration 3Q: 3 clusters Score -994543.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -994682.312500 Penalty: 4480.726562
	Iteration 4Q: 3 clusters Score -994682.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -994801.250000 Penalty: 4480.726562
	Iteration 5Q: 3 clusters Score -994801.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -994889.937500 Penalty: 4480.726562
	Iteration 6Q: 3 clusters Score -994889.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -994979.500000 Penalty: 4480.726562
	Iteration 7Q: 3 clusters Score -994979.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -995052.312500 Penalty: 4480.726562
	Iteration 8Q: 3 clusters Score -995052.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -995125.250000 Penalty: 4480.726562
	Iteration 9Q: 3 clusters Score -995125.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -995200.312500 Penalty: 4480.726562
	Iteration 10Q: 3 clusters Score -995200.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -995297.437500 Penalty: 4480.726562
	Iteration 11Q: 3 clusters Score -995297.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -995405.562500 Penalty: 4480.726562
	Iteration 12Q: 3 clusters Score -995405.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -995519.437500 Penalty: 4480.726562
	Iteration 13Q: 3 clusters Score -995519.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -995649.812500 Penalty: 4480.726562
	Iteration 14Q: 3 clusters Score -995649.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -995782.750000 Penalty: 4480.726562
	Iteration 15Q: 3 clusters Score -995782.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -995937.187500 Penalty: 4480.726562
	Iteration 16Q: 3 clusters Score -995937.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -996112.000000 Penalty: 4480.726562
	Iteration 17Q: 3 clusters Score -996112 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -996269.312500 Penalty: 4480.726562
	Iteration 18Q: 3 clusters Score -996269.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -996412.750000 Penalty: 4480.726562
	Iteration 19Q: 3 clusters Score -996412.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -996540.687500 Penalty: 4480.726562
	Iteration 20F: 3 clusters Score -996540.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -996651.250000 Penalty: 4480.726562
	Iteration 21Q: 3 clusters Score -996651.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -996744.000000 Penalty: 4480.726562
	Iteration 22Q: 3 clusters Score -996744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -996813.937500 Penalty: 4480.726562
	Iteration 23Q: 3 clusters Score -996813.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -996873.250000 Penalty: 4480.726562
	Iteration 24Q: 3 clusters Score -996873.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -996931.250000 Penalty: 4480.726562
	Iteration 25Q: 3 clusters Score -996931.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -996967.250000 Penalty: 4480.726562
	Iteration 26Q: 3 clusters Score -996967.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -996986.750000 Penalty: 4480.726562
	Iteration 27Q: 3 clusters Score -996986.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -997004.875000 Penalty: 4480.726562
	Iteration 28Q: 3 clusters Score -997004.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -997016.062500 Penalty: 4480.726562
	Iteration 29Q: 3 clusters Score -997016.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -997030.750000 Penalty: 4480.726562
	Iteration 30Q: 3 clusters Score -997030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -997041.437500 Penalty: 4480.726562
	Iteration 31Q: 3 clusters Score -997041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -997046.125000 Penalty: 4480.726562
	Iteration 32Q: 3 clusters Score -997046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -997053.562500 Penalty: 4480.726562
	Iteration 33Q: 3 clusters Score -997053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -997057.125000 Penalty: 4480.726562
	Iteration 34Q: 3 clusters Score -997057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -997058.125000 Penalty: 4480.726562
	Iteration 35Q: 3 clusters Score -997058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -997065.250000 Penalty: 4480.726562
	Iteration 36Q: 3 clusters Score -997065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -997070.812500 Penalty: 4480.726562
	Iteration 37Q: 3 clusters Score -997070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -997076.812500 Penalty: 4480.726562
	Iteration 38Q: 3 clusters Score -997076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -997082.562500 Penalty: 4480.726562
	Iteration 39Q: 3 clusters Score -997082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -997087.750000 Penalty: 4480.726562
	Iteration 40F: 3 clusters Score -997087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -997093.625000 Penalty: 4480.726562
	Iteration 41Q: 3 clusters Score -997093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -997097.250000 Penalty: 4480.726562
	Iteration 42Q: 3 clusters Score -997097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -997101.000000 Penalty: 4480.726562
	Iteration 43Q: 3 clusters Score -997101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -997105.812500 Penalty: 4480.726562
	Iteration 44Q: 3 clusters Score -997105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -997109.187500 Penalty: 4480.726562
	Iteration 45Q: 3 clusters Score -997109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -997114.062500 Penalty: 4480.726562
	Iteration 46Q: 3 clusters Score -997114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -997122.062500 Penalty: 4480.726562
	Iteration 47Q: 3 clusters Score -997122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -997127.625000 Penalty: 4480.726562
	Iteration 48Q: 3 clusters Score -997127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -997127.625000 Penalty: 4480.726562
	Iteration 49F: 3 clusters Score -997127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1153264.500000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1153264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1145745.000000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1145745 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1147935.250000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1147935 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1148194.125000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1148194 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1148364.625000 Penalty: 4558.813965
	Iteration 3Q: 3 clusters Score -1148365 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1148485.500000 Penalty: 4558.813965
	Iteration 4Q: 3 clusters Score -1148486 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1148566.250000 Penalty: 4558.813965
	Iteration 5Q: 3 clusters Score -1148566 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1148637.875000 Penalty: 4558.813965
	Iteration 6Q: 3 clusters Score -1148638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1148693.250000 Penalty: 4558.813965
	Iteration 7Q: 3 clusters Score -1148693 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1148741.750000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1148742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1148780.750000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1148781 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1148814.750000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1148815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1148851.625000 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1148852 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1148878.625000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1148879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1148901.625000 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1148902 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1148928.000000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1148928 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1148946.500000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1148946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1148970.375000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1148970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1148989.250000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1148989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1149000.000000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1149000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1149010.250000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1149010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1149016.500000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1149016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1149024.250000 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1149024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1149029.750000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1149030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1149035.000000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1149035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1149039.375000 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1149039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1149043.125000 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1149043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1149048.375000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1149048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1149050.750000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1149051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1149056.500000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1149056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1149063.500000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1149064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1149076.375000 Penalty: 4558.813965
	Iteration 30Q: 3 clusters Score -1149076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1149089.750000 Penalty: 4558.813965
	Iteration 31Q: 3 clusters Score -1149090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1149107.125000 Penalty: 4558.813965
	Iteration 32Q: 3 clusters Score -1149107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1149129.875000 Penalty: 4558.813965
	Iteration 33Q: 3 clusters Score -1149130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1149159.875000 Penalty: 4558.813965
	Iteration 34Q: 3 clusters Score -1149160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1149185.375000 Penalty: 4558.813965
	Iteration 35Q: 3 clusters Score -1149185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1149214.625000 Penalty: 4558.813965
	Iteration 36Q: 3 clusters Score -1149215 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1149247.375000 Penalty: 4558.813965
	Iteration 37Q: 3 clusters Score -1149247 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1149279.250000 Penalty: 4558.813965
	Iteration 38Q: 3 clusters Score -1149279 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1149317.875000 Penalty: 4558.813965
	Iteration 39Q: 3 clusters Score -1149318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1149377.500000 Penalty: 4558.813965
	Iteration 40F: 3 clusters Score -1149378 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1149445.000000 Penalty: 4558.813965
	Iteration 41Q: 3 clusters Score -1149445 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1149530.375000 Penalty: 4558.813965
	Iteration 42Q: 3 clusters Score -1149530 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1149624.750000 Penalty: 4558.813965
	Iteration 43Q: 3 clusters Score -1149625 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1149735.000000 Penalty: 4558.813965
	Iteration 44Q: 3 clusters Score -1149735 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1149876.625000 Penalty: 4558.813965
	Iteration 45Q: 3 clusters Score -1149877 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1150049.500000 Penalty: 4558.813965
	Iteration 46Q: 3 clusters Score -1150050 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1150224.000000 Penalty: 4558.813965
	Iteration 47Q: 3 clusters Score -1150224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1150392.125000 Penalty: 4558.813965
	Iteration 48Q: 3 clusters Score -1150392 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1150552.250000 Penalty: 4558.813965
	Iteration 49Q: 3 clusters Score -1150552 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1150699.000000 Penalty: 4558.813965
	Iteration 50Q: 3 clusters Score -1150699 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1150845.000000 Penalty: 4558.813965
	Iteration 51Q: 3 clusters Score -1150845 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1150973.500000 Penalty: 4558.813965
	Iteration 52Q: 3 clusters Score -1150974 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1151065.000000 Penalty: 4558.813965
	Iteration 53Q: 3 clusters Score -1151065 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1151131.500000 Penalty: 4558.813965
	Iteration 54Q: 3 clusters Score -1151132 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1151194.375000 Penalty: 4558.813965
	Iteration 55Q: 3 clusters Score -1151194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1151260.625000 Penalty: 4558.813965
	Iteration 56Q: 3 clusters Score -1151261 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1151326.000000 Penalty: 4558.813965
	Iteration 57Q: 3 clusters Score -1151326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1151373.000000 Penalty: 4558.813965
	Iteration 58Q: 3 clusters Score -1151373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1151415.375000 Penalty: 4558.813965
	Iteration 59Q: 3 clusters Score -1151415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1151448.875000 Penalty: 4558.813965
	Iteration 60F: 3 clusters Score -1151449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1151484.125000 Penalty: 4558.813965
	Iteration 61Q: 3 clusters Score -1151484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1151514.625000 Penalty: 4558.813965
	Iteration 62Q: 3 clusters Score -1151515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1151538.750000 Penalty: 4558.813965
	Iteration 63Q: 3 clusters Score -1151539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1151560.500000 Penalty: 4558.813965
	Iteration 64Q: 3 clusters Score -1151560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1151585.000000 Penalty: 4558.813965
	Iteration 65Q: 3 clusters Score -1151585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1151610.750000 Penalty: 4558.813965
	Iteration 66Q: 3 clusters Score -1151611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1151624.500000 Penalty: 4558.813965
	Iteration 67Q: 3 clusters Score -1151624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1151637.500000 Penalty: 4558.813965
	Iteration 68Q: 3 clusters Score -1151638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1151649.750000 Penalty: 4558.813965
	Iteration 69Q: 3 clusters Score -1151650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1151657.875000 Penalty: 4558.813965
	Iteration 70Q: 3 clusters Score -1151658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1151668.750000 Penalty: 4558.813965
	Iteration 71Q: 3 clusters Score -1151669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1151683.875000 Penalty: 4558.813965
	Iteration 72Q: 3 clusters Score -1151684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1151690.875000 Penalty: 4558.813965
	Iteration 73Q: 3 clusters Score -1151691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1151693.625000 Penalty: 4558.813965
	Iteration 74Q: 3 clusters Score -1151694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1151697.875000 Penalty: 4558.813965
	Iteration 75Q: 3 clusters Score -1151698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1151702.125000 Penalty: 4558.813965
	Iteration 76Q: 3 clusters Score -1151702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1151702.000000 Penalty: 4558.813965
	Iteration 77Q: 3 clusters Score -1151702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1151704.750000 Penalty: 4558.813965
	Iteration 78Q: 3 clusters Score -1151705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1151706.875000 Penalty: 4558.813965
	Iteration 79Q: 3 clusters Score -1151707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1151706.375000 Penalty: 4558.813965
	Iteration 80F: 3 clusters Score -1151706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1151707.500000 Penalty: 4558.813965
	Iteration 81Q: 3 clusters Score -1151708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1151707.625000 Penalty: 4558.813965
	Iteration 82Q: 3 clusters Score -1151708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1151707.625000 Penalty: 4558.813965
	Iteration 83F: 3 clusters Score -1151708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Entering Unmasked Estep 
Score: -2462386.000000 Penalty: 2457.400391
	Iteration 0F: 2 clusters Score -2462386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2448337.250000 Penalty: 4914.800781
	Iteration 0F: 3 clusters Score -2448337 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2452948.250000 Penalty: 4914.800781
	Iteration 1F: 3 clusters Score -2452948 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2453329.500000 Penalty: 4914.800781
	Iteration 2F: 3 clusters Score -2453330 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2453633.000000 Penalty: 4914.800781
	Iteration 3Q: 3 clusters Score -2453633 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2453905.750000 Penalty: 4914.800781
	Iteration 4Q: 3 clusters Score -2453906 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2454185.500000 Penalty: 4914.800781
	Iteration 5Q: 3 clusters Score -2454186 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2454483.000000 Penalty: 4914.800781
	Iteration 6Q: 3 clusters Score -2454483 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2454828.000000 Penalty: 4914.800781
	Iteration 7Q: 3 clusters Score -2454828 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2455175.750000 Penalty: 4914.800781
	Iteration 8Q: 3 clusters Score -2455176 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2455555.750000 Penalty: 4914.800781
	Iteration 9Q: 3 clusters Score -2455556 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2455903.250000 Penalty: 4914.800781
	Iteration 10Q: 3 clusters Score -2455903 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2456214.000000 Penalty: 4914.800781
	Iteration 11Q: 3 clusters Score -2456214 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2456512.000000 Penalty: 4914.800781
	Iteration 12Q: 3 clusters Score -2456512 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2456763.000000 Penalty: 4914.800781
	Iteration 13Q: 3 clusters Score -2456763 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2457000.500000 Penalty: 4914.800781
	Iteration 14Q: 3 clusters Score -2457000 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2457195.250000 Penalty: 4914.800781
	Iteration 15Q: 3 clusters Score -2457195 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2457334.250000 Penalty: 4914.800781
	Iteration 16Q: 3 clusters Score -2457334 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2457450.750000 Penalty: 4914.800781
	Iteration 17Q: 3 clusters Score -2457451 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2457559.250000 Penalty: 4914.800781
	Iteration 18Q: 3 clusters Score -2457559 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2457645.250000 Penalty: 4914.800781
	Iteration 19Q: 3 clusters Score -2457645 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2457697.250000 Penalty: 4914.800781
	Iteration 20F: 3 clusters Score -2457697 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2457764.500000 Penalty: 4914.800781
	Iteration 21Q: 3 clusters Score -2457764 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2457811.750000 Penalty: 4914.800781
	Iteration 22Q: 3 clusters Score -2457812 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2457873.750000 Penalty: 4914.800781
	Iteration 23Q: 3 clusters Score -2457874 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2457922.500000 Penalty: 4914.800781
	Iteration 24Q: 3 clusters Score -2457922 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2457993.000000 Penalty: 4914.800781
	Iteration 25Q: 3 clusters Score -2457993 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2458043.250000 Penalty: 4914.800781
	Iteration 26Q: 3 clusters Score -2458043 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2458109.750000 Penalty: 4914.800781
	Iteration 27Q: 3 clusters Score -2458110 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2458178.000000 Penalty: 4914.800781
	Iteration 28Q: 3 clusters Score -2458178 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2458297.250000 Penalty: 4914.800781
	Iteration 29Q: 3 clusters Score -2458297 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2458404.500000 Penalty: 4914.800781
	Iteration 30Q: 3 clusters Score -2458404 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2458520.250000 Penalty: 4914.800781
	Iteration 31Q: 3 clusters Score -2458520 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2458652.250000 Penalty: 4914.800781
	Iteration 32Q: 3 clusters Score -2458652 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2458778.750000 Penalty: 4914.800781
	Iteration 33Q: 3 clusters Score -2458779 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2458929.000000 Penalty: 4914.800781
	Iteration 34Q: 3 clusters Score -2458929 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2459086.500000 Penalty: 4914.800781
	Iteration 35Q: 3 clusters Score -2459086 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2459239.500000 Penalty: 4914.800781
	Iteration 36Q: 3 clusters Score -2459240 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2459402.500000 Penalty: 4914.800781
	Iteration 37Q: 3 clusters Score -2459402 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2459556.750000 Penalty: 4914.800781
	Iteration 38Q: 3 clusters Score -2459557 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2459698.250000 Penalty: 4914.800781
	Iteration 39Q: 3 clusters Score -2459698 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2459824.250000 Penalty: 4914.800781
	Iteration 40F: 3 clusters Score -2459824 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2459915.500000 Penalty: 4914.800781
	Iteration 41Q: 3 clusters Score -2459916 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2460008.000000 Penalty: 4914.800781
	Iteration 42Q: 3 clusters Score -2460008 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2460059.250000 Penalty: 4914.800781
	Iteration 43Q: 3 clusters Score -2460059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2460101.250000 Penalty: 4914.800781
	Iteration 44Q: 3 clusters Score -2460101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2460154.000000 Penalty: 4914.800781
	Iteration 45Q: 3 clusters Score -2460154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2460191.000000 Penalty: 4914.800781
	Iteration 46Q: 3 clusters Score -2460191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2460217.750000 Penalty: 4914.800781
	Iteration 47Q: 3 clusters Score -2460218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2460233.250000 Penalty: 4914.800781
	Iteration 48Q: 3 clusters Score -2460233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2460263.250000 Penalty: 4914.800781
	Iteration 49Q: 3 clusters Score -2460263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2460290.000000 Penalty: 4914.800781
	Iteration 50Q: 3 clusters Score -2460290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2460314.500000 Penalty: 4914.800781
	Iteration 51Q: 3 clusters Score -2460314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2460329.500000 Penalty: 4914.800781
	Iteration 52Q: 3 clusters Score -2460330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2460351.000000 Penalty: 4914.800781
	Iteration 53Q: 3 clusters Score -2460351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2460366.000000 Penalty: 4914.800781
	Iteration 54Q: 3 clusters Score -2460366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2460385.750000 Penalty: 4914.800781
	Iteration 55Q: 3 clusters Score -2460386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2460391.250000 Penalty: 4914.800781
	Iteration 56Q: 3 clusters Score -2460391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2460392.500000 Penalty: 4914.800781
	Iteration 57Q: 3 clusters Score -2460392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2460400.000000 Penalty: 4914.800781
	Iteration 58Q: 3 clusters Score -2460400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2460398.250000 Penalty: 4914.800781
	Iteration 59Q: 3 clusters Score -2460398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2460405.000000 Penalty: 4914.800781
	Iteration 60F: 3 clusters Score -2460405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2460413.250000 Penalty: 4914.800781
	Iteration 61Q: 3 clusters Score -2460413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2460415.750000 Penalty: 4914.800781
	Iteration 62Q: 3 clusters Score -2460416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2460419.250000 Penalty: 4914.800781
	Iteration 63Q: 3 clusters Score -2460419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2460419.250000 Penalty: 4914.800781
	Iteration 64F: 3 clusters Score -2460419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -630283.562500 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -630283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -625428.562500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -625428.6 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -626945.812500 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -626945.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -627332.812500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -627332.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -627628.312500 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -627628.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -627896.125000 Penalty: 4272.522461
	Iteration 4F: 3 clusters Score -627896.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -628174.000000 Penalty: 4272.522461
	Iteration 5F: 3 clusters Score -628174 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -628411.125000 Penalty: 4272.522461
	Iteration 6Q: 3 clusters Score -628411.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -628603.750000 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -628603.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -628745.062500 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -628745.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -628860.812500 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -628860.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -628941.000000 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -628941 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -628992.312500 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -628992.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -629034.375000 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -629034.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -629058.750000 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -629058.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -629080.875000 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -629080.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -629095.000000 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -629095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -629106.125000 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -629106.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -629114.000000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -629114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -629114.687500 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -629114.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -629118.000000 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -629118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -629122.125000 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -629122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -629123.312500 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -629123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -629124.500000 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -629124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -629127.125000 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -629127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -629126.250000 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -629126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -629128.812500 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -629128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -629131.312500 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -629131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -629132.062500 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -629132.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -629134.562500 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -629134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -629136.812500 Penalty: 4272.522461
	Iteration 29Q: 3 clusters Score -629136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -629136.250000 Penalty: 4272.522461
	Iteration 30Q: 3 clusters Score -629136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -629139.625000 Penalty: 4272.522461
	Iteration 31Q: 3 clusters Score -629139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -629139.875000 Penalty: 4272.522461
	Iteration 32Q: 3 clusters Score -629139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -629140.812500 Penalty: 4272.522461
	Iteration 33Q: 3 clusters Score -629140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -629142.187500 Penalty: 4272.522461
	Iteration 34Q: 3 clusters Score -629142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -629143.437500 Penalty: 4272.522461
	Iteration 35Q: 3 clusters Score -629143.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -629146.437500 Penalty: 4272.522461
	Iteration 36Q: 3 clusters Score -629146.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -629149.812500 Penalty: 4272.522461
	Iteration 37Q: 3 clusters Score -629149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -629153.187500 Penalty: 4272.522461
	Iteration 38Q: 3 clusters Score -629153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -629156.312500 Penalty: 4272.522461
	Iteration 39Q: 3 clusters Score -629156.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -629157.500000 Penalty: 4272.522461
	Iteration 40F: 3 clusters Score -629157.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -629159.875000 Penalty: 4272.522461
	Iteration 41Q: 3 clusters Score -629159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -629161.625000 Penalty: 4272.522461
	Iteration 42Q: 3 clusters Score -629161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -629162.375000 Penalty: 4272.522461
	Iteration 43Q: 3 clusters Score -629162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -629163.250000 Penalty: 4272.522461
	Iteration 44Q: 3 clusters Score -629163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -629164.437500 Penalty: 4272.522461
	Iteration 45Q: 3 clusters Score -629164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -629166.500000 Penalty: 4272.522461
	Iteration 46Q: 3 clusters Score -629166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -629167.687500 Penalty: 4272.522461
	Iteration 47Q: 3 clusters Score -629167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -629167.937500 Penalty: 4272.522461
	Iteration 48Q: 3 clusters Score -629167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -629169.125000 Penalty: 4272.522461
	Iteration 49Q: 3 clusters Score -629169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -629171.187500 Penalty: 4272.522461
	Iteration 50Q: 3 clusters Score -629171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -629174.000000 Penalty: 4272.522461
	Iteration 51Q: 3 clusters Score -629174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -629177.812500 Penalty: 4272.522461
	Iteration 52Q: 3 clusters Score -629177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -629179.875000 Penalty: 4272.522461
	Iteration 53Q: 3 clusters Score -629179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629182.250000 Penalty: 4272.522461
	Iteration 54Q: 3 clusters Score -629182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -629186.375000 Penalty: 4272.522461
	Iteration 55Q: 3 clusters Score -629186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -629189.875000 Penalty: 4272.522461
	Iteration 56Q: 3 clusters Score -629189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -629192.687500 Penalty: 4272.522461
	Iteration 57Q: 3 clusters Score -629192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -629192.250000 Penalty: 4272.522461
	Iteration 58Q: 3 clusters Score -629192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -629194.687500 Penalty: 4272.522461
	Iteration 59Q: 3 clusters Score -629194.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -629197.125000 Penalty: 4272.522461
	Iteration 60F: 3 clusters Score -629197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -629199.875000 Penalty: 4272.522461
	Iteration 61Q: 3 clusters Score -629199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -629201.437500 Penalty: 4272.522461
	Iteration 62Q: 3 clusters Score -629201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -629204.812500 Penalty: 4272.522461
	Iteration 63Q: 3 clusters Score -629204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -629208.937500 Penalty: 4272.522461
	Iteration 64Q: 3 clusters Score -629208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -629214.312500 Penalty: 4272.522461
	Iteration 65Q: 3 clusters Score -629214.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -629225.812500 Penalty: 4272.522461
	Iteration 66Q: 3 clusters Score -629225.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -629246.625000 Penalty: 4272.522461
	Iteration 67Q: 3 clusters Score -629246.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -629271.562500 Penalty: 4272.522461
	Iteration 68Q: 3 clusters Score -629271.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -629301.562500 Penalty: 4272.522461
	Iteration 69Q: 3 clusters Score -629301.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -629352.312500 Penalty: 4272.522461
	Iteration 70Q: 3 clusters Score -629352.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -629386.750000 Penalty: 4272.522461
	Iteration 71Q: 3 clusters Score -629386.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -629398.875000 Penalty: 4272.522461
	Iteration 72Q: 3 clusters Score -629398.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -629405.187500 Penalty: 4272.522461
	Iteration 73Q: 3 clusters Score -629405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -629407.312500 Penalty: 4272.522461
	Iteration 74Q: 3 clusters Score -629407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -629408.687500 Penalty: 4272.522461
	Iteration 75Q: 3 clusters Score -629408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -629412.062500 Penalty: 4272.522461
	Iteration 76Q: 3 clusters Score -629412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -629414.000000 Penalty: 4272.522461
	Iteration 77Q: 3 clusters Score -629414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -629416.250000 Penalty: 4272.522461
	Iteration 78Q: 3 clusters Score -629416.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -629420.375000 Penalty: 4272.522461
	Iteration 79Q: 3 clusters Score -629420.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -629422.875000 Penalty: 4272.522461
	Iteration 80F: 3 clusters Score -629422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -629423.000000 Penalty: 4272.522461
	Iteration 81Q: 3 clusters Score -629423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -629424.687500 Penalty: 4272.522461
	Iteration 82Q: 3 clusters Score -629424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -629425.750000 Penalty: 4272.522461
	Iteration 83Q: 3 clusters Score -629425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -629425.750000 Penalty: 4272.522461
	Iteration 84Q: 3 clusters Score -629425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -629425.750000 Penalty: 4272.522461
	Iteration 85F: 3 clusters Score -629425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1761171.000000 Penalty: 2374.147705
	Iteration 0F: 2 clusters Score -1761171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1750731.875000 Penalty: 4748.295410
	Iteration 0F: 3 clusters Score -1750732 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1754015.000000 Penalty: 4748.295410
	Iteration 1F: 3 clusters Score -1754015 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1754345.500000 Penalty: 4748.295410
	Iteration 2F: 3 clusters Score -1754346 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1754593.250000 Penalty: 4748.295410
	Iteration 3Q: 3 clusters Score -1754593 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1754796.375000 Penalty: 4748.295410
	Iteration 4Q: 3 clusters Score -1754796 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1754994.250000 Penalty: 4748.295410
	Iteration 5Q: 3 clusters Score -1754994 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1755197.625000 Penalty: 4748.295410
	Iteration 6Q: 3 clusters Score -1755198 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1755417.875000 Penalty: 4748.295410
	Iteration 7Q: 3 clusters Score -1755418 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1755679.750000 Penalty: 4748.295410
	Iteration 8Q: 3 clusters Score -1755680 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1756028.125000 Penalty: 4748.295410
	Iteration 9Q: 3 clusters Score -1756028 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1756413.750000 Penalty: 4748.295410
	Iteration 10Q: 3 clusters Score -1756414 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1756897.000000 Penalty: 4748.295410
	Iteration 11Q: 3 clusters Score -1756897 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1757392.750000 Penalty: 4748.295410
	Iteration 12Q: 3 clusters Score -1757393 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1757888.625000 Penalty: 4748.295410
	Iteration 13Q: 3 clusters Score -1757889 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1758321.750000 Penalty: 4748.295410
	Iteration 14Q: 3 clusters Score -1758322 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1758604.250000 Penalty: 4748.295410
	Iteration 15Q: 3 clusters Score -1758604 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1758764.625000 Penalty: 4748.295410
	Iteration 16Q: 3 clusters Score -1758765 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1758870.750000 Penalty: 4748.295410
	Iteration 17Q: 3 clusters Score -1758871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1758936.875000 Penalty: 4748.295410
	Iteration 18Q: 3 clusters Score -1758937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1758978.500000 Penalty: 4748.295410
	Iteration 19Q: 3 clusters Score -1758978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1759006.875000 Penalty: 4748.295410
	Iteration 20F: 3 clusters Score -1759007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1759027.000000 Penalty: 4748.295410
	Iteration 21Q: 3 clusters Score -1759027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1759038.125000 Penalty: 4748.295410
	Iteration 22Q: 3 clusters Score -1759038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1759057.625000 Penalty: 4748.295410
	Iteration 23Q: 3 clusters Score -1759058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1759071.625000 Penalty: 4748.295410
	Iteration 24Q: 3 clusters Score -1759072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1759093.250000 Penalty: 4748.295410
	Iteration 25Q: 3 clusters Score -1759093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1759103.375000 Penalty: 4748.295410
	Iteration 26Q: 3 clusters Score -1759103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1759112.000000 Penalty: 4748.295410
	Iteration 27Q: 3 clusters Score -1759112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1759115.750000 Penalty: 4748.295410
	Iteration 28Q: 3 clusters Score -1759116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1759121.125000 Penalty: 4748.295410
	Iteration 29Q: 3 clusters Score -1759121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1759121.125000 Penalty: 4748.295410
	Iteration 30F: 3 clusters Score -1759121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Entering Unmasked Estep 
Score: -6737483.500000 Penalty: 2705.866211
	Iteration 0F: 2 clusters Score -6737484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6700836.500000 Penalty: 5411.732422
	Iteration 0F: 3 clusters Score -6700836 nChanged 25337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6714836.000000 Penalty: 5411.732422
	Iteration 1F: 3 clusters Score -6714836 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -6715974.000000 Penalty: 5411.732422
	Iteration 2Q: 3 clusters Score -6715974 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -6717777.000000 Penalty: 5411.732422
	Iteration 3F: 3 clusters Score -6717777 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -6720673.500000 Penalty: 5411.732422
	Iteration 4F: 3 clusters Score -6720674 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -6724829.500000 Penalty: 5411.732422
	Iteration 5F: 3 clusters Score -6724830 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -6729294.000000 Penalty: 5411.732422
	Iteration 6F: 3 clusters Score -6729294 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6732407.500000 Penalty: 5411.732422
	Iteration 7F: 3 clusters Score -6732408 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6733895.000000 Penalty: 5411.732422
	Iteration 8Q: 3 clusters Score -6733895 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6734604.500000 Penalty: 5411.732422
	Iteration 9Q: 3 clusters Score -6734604 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6734863.500000 Penalty: 5411.732422
	Iteration 10Q: 3 clusters Score -6734864 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6734985.000000 Penalty: 5411.732422
	Iteration 11Q: 3 clusters Score -6734985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6735058.500000 Penalty: 5411.732422
	Iteration 12Q: 3 clusters Score -6735058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6735105.500000 Penalty: 5411.732422
	Iteration 13Q: 3 clusters Score -6735106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6735124.500000 Penalty: 5411.732422
	Iteration 14Q: 3 clusters Score -6735124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6735146.500000 Penalty: 5411.732422
	Iteration 15Q: 3 clusters Score -6735146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6735152.000000 Penalty: 5411.732422
	Iteration 16Q: 3 clusters Score -6735152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6735150.500000 Penalty: 5411.732422
	Iteration 17Q: 3 clusters Score -6735150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6735153.000000 Penalty: 5411.732422
	Iteration 18Q: 3 clusters Score -6735153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6735153.000000 Penalty: 5411.732422
	Iteration 19F: 3 clusters Score -6735153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -703479.000000 Penalty: 2147.312744
	Iteration 0F: 2 clusters Score -703479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -698521.437500 Penalty: 4294.625488
	Iteration 0F: 3 clusters Score -698521.4 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -699735.125000 Penalty: 4294.625488
	Iteration 1F: 3 clusters Score -699735.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -699968.812500 Penalty: 4294.625488
	Iteration 2F: 3 clusters Score -699968.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -700135.125000 Penalty: 4294.625488
	Iteration 3F: 3 clusters Score -700135.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -700262.562500 Penalty: 4294.625488
	Iteration 4Q: 3 clusters Score -700262.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -700362.000000 Penalty: 4294.625488
	Iteration 5Q: 3 clusters Score -700362 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -700461.687500 Penalty: 4294.625488
	Iteration 6Q: 3 clusters Score -700461.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -700542.375000 Penalty: 4294.625488
	Iteration 7Q: 3 clusters Score -700542.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -700610.687500 Penalty: 4294.625488
	Iteration 8Q: 3 clusters Score -700610.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -700674.437500 Penalty: 4294.625488
	Iteration 9Q: 3 clusters Score -700674.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -700725.250000 Penalty: 4294.625488
	Iteration 10Q: 3 clusters Score -700725.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -700779.687500 Penalty: 4294.625488
	Iteration 11Q: 3 clusters Score -700779.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -700826.000000 Penalty: 4294.625488
	Iteration 12Q: 3 clusters Score -700826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -700874.625000 Penalty: 4294.625488
	Iteration 13Q: 3 clusters Score -700874.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -700926.750000 Penalty: 4294.625488
	Iteration 14Q: 3 clusters Score -700926.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -701000.125000 Penalty: 4294.625488
	Iteration 15Q: 3 clusters Score -701000.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -701066.000000 Penalty: 4294.625488
	Iteration 16Q: 3 clusters Score -701066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -701125.562500 Penalty: 4294.625488
	Iteration 17Q: 3 clusters Score -701125.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -701191.250000 Penalty: 4294.625488
	Iteration 18Q: 3 clusters Score -701191.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -701247.312500 Penalty: 4294.625488
	Iteration 19Q: 3 clusters Score -701247.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -701283.375000 Penalty: 4294.625488
	Iteration 20F: 3 clusters Score -701283.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -701314.437500 Penalty: 4294.625488
	Iteration 21Q: 3 clusters Score -701314.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -701336.500000 Penalty: 4294.625488
	Iteration 22Q: 3 clusters Score -701336.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -701357.312500 Penalty: 4294.625488
	Iteration 23Q: 3 clusters Score -701357.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -701369.687500 Penalty: 4294.625488
	Iteration 24Q: 3 clusters Score -701369.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -701382.187500 Penalty: 4294.625488
	Iteration 25Q: 3 clusters Score -701382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -701391.812500 Penalty: 4294.625488
	Iteration 26Q: 3 clusters Score -701391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -701407.562500 Penalty: 4294.625488
	Iteration 27Q: 3 clusters Score -701407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -701418.125000 Penalty: 4294.625488
	Iteration 28Q: 3 clusters Score -701418.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -701433.437500 Penalty: 4294.625488
	Iteration 29Q: 3 clusters Score -701433.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -701443.187500 Penalty: 4294.625488
	Iteration 30Q: 3 clusters Score -701443.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -701451.187500 Penalty: 4294.625488
	Iteration 31Q: 3 clusters Score -701451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -701459.000000 Penalty: 4294.625488
	Iteration 32Q: 3 clusters Score -701459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -701470.187500 Penalty: 4294.625488
	Iteration 33Q: 3 clusters Score -701470.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -701483.562500 Penalty: 4294.625488
	Iteration 34Q: 3 clusters Score -701483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -701491.500000 Penalty: 4294.625488
	Iteration 35Q: 3 clusters Score -701491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -701502.750000 Penalty: 4294.625488
	Iteration 36Q: 3 clusters Score -701502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -701510.250000 Penalty: 4294.625488
	Iteration 37Q: 3 clusters Score -701510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -701517.687500 Penalty: 4294.625488
	Iteration 38Q: 3 clusters Score -701517.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -701523.500000 Penalty: 4294.625488
	Iteration 39Q: 3 clusters Score -701523.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -701534.625000 Penalty: 4294.625488
	Iteration 40F: 3 clusters Score -701534.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -701544.625000 Penalty: 4294.625488
	Iteration 41Q: 3 clusters Score -701544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -701553.375000 Penalty: 4294.625488
	Iteration 42Q: 3 clusters Score -701553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -701558.312500 Penalty: 4294.625488
	Iteration 43Q: 3 clusters Score -701558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -701562.312500 Penalty: 4294.625488
	Iteration 44Q: 3 clusters Score -701562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -701568.875000 Penalty: 4294.625488
	Iteration 45Q: 3 clusters Score -701568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -701572.750000 Penalty: 4294.625488
	Iteration 46Q: 3 clusters Score -701572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -701578.875000 Penalty: 4294.625488
	Iteration 47Q: 3 clusters Score -701578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -701581.062500 Penalty: 4294.625488
	Iteration 48Q: 3 clusters Score -701581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -701582.812500 Penalty: 4294.625488
	Iteration 49Q: 3 clusters Score -701582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -701582.875000 Penalty: 4294.625488
	Iteration 50Q: 3 clusters Score -701582.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -701582.875000 Penalty: 4294.625488
	Iteration 51F: 3 clusters Score -701582.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Entering Unmasked Estep 
Score: -21207076.000000 Penalty: 2987.877197
	Iteration 0F: 2 clusters Score -2.120708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -21093974.000000 Penalty: 5975.754395
	Iteration 0F: 3 clusters Score -2.109397e+07 nChanged 82152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -21141782.000000 Penalty: 5975.754395
	Iteration 1F: 3 clusters Score -2.114178e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -21142466.000000 Penalty: 5975.754395
	Iteration 2Q: 3 clusters Score -2.114247e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -21143370.000000 Penalty: 5975.754395
	Iteration 3Q: 3 clusters Score -2.114337e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -21144408.000000 Penalty: 5975.754395
	Iteration 4Q: 3 clusters Score -2.114441e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -21146124.000000 Penalty: 5975.754395
	Iteration 5Q: 3 clusters Score -2.114612e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -21148940.000000 Penalty: 5975.754395
	Iteration 6Q: 3 clusters Score -2.114894e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 105423 members 
Entering Unmasked Estep 
Score: -21153638.000000 Penalty: 5975.754395
	Iteration 7F: 3 clusters Score -2.115364e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -21160400.000000 Penalty: 5975.754395
	Iteration 8F: 3 clusters Score -2.11604e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -21169152.000000 Penalty: 5975.754395
	Iteration 9F: 3 clusters Score -2.116915e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -21177752.000000 Penalty: 5975.754395
	Iteration 10F: 3 clusters Score -2.117775e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -21186278.000000 Penalty: 5975.754395
	Iteration 11F: 3 clusters Score -2.118628e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 155291 members 
Entering Unmasked Estep 
Score: -21193048.000000 Penalty: 5975.754395
	Iteration 12Q: 3 clusters Score -2.119305e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -21198078.000000 Penalty: 5975.754395
	Iteration 13Q: 3 clusters Score -2.119808e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -21201084.000000 Penalty: 5975.754395
	Iteration 14Q: 3 clusters Score -2.120108e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -21202774.000000 Penalty: 5975.754395
	Iteration 15Q: 3 clusters Score -2.120277e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -21203572.000000 Penalty: 5975.754395
	Iteration 16Q: 3 clusters Score -2.120357e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 169741 members 
Entering Unmasked Estep 
Score: -21204044.000000 Penalty: 5975.754395
	Iteration 17Q: 3 clusters Score -2.120404e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 170046 members 
Entering Unmasked Estep 
Score: -21204330.000000 Penalty: 5975.754395
	Iteration 18Q: 3 clusters Score -2.120433e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -21204366.000000 Penalty: 5975.754395
	Iteration 19Q: 3 clusters Score -2.120437e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -21204444.000000 Penalty: 5975.754395
	Iteration 20F: 3 clusters Score -2.120444e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 170278 members 
Entering Unmasked Estep 
Score: -21204460.000000 Penalty: 5975.754395
	Iteration 21Q: 3 clusters Score -2.120446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 170299 members 
Entering Unmasked Estep 
Score: -21204488.000000 Penalty: 5975.754395
	Iteration 22Q: 3 clusters Score -2.120449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 170316 members 
Entering Unmasked Estep 
Score: -21204512.000000 Penalty: 5975.754395
	Iteration 23Q: 3 clusters Score -2.120451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -21204518.000000 Penalty: 5975.754395
	Iteration 24Q: 3 clusters Score -2.120452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 170334 members 
Entering Unmasked Estep 
Score: -21204516.000000 Penalty: 5975.754395
	Iteration 25Q: 3 clusters Score -2.120452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -21204512.000000 Penalty: 5975.754395
	Iteration 26Q: 3 clusters Score -2.120451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 170340 members 
Entering Unmasked Estep 
Score: -21204514.000000 Penalty: 5975.754395
	Iteration 27Q: 3 clusters Score -2.120451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 170344 members 
Entering Unmasked Estep 
Score: -21204520.000000 Penalty: 5975.754395
	Iteration 28Q: 3 clusters Score -2.120452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 170345 members 
Entering Unmasked Estep 
Score: -21204532.000000 Penalty: 5975.754395
	Iteration 29Q: 3 clusters Score -2.120453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 170347 members 
Entering Unmasked Estep 
Score: -21204540.000000 Penalty: 5975.754395
	Iteration 30Q: 3 clusters Score -2.120454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 170350 members 
Entering Unmasked Estep 
Score: -21204542.000000 Penalty: 5975.754395
	Iteration 31Q: 3 clusters Score -2.120454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 170353 members 
Entering Unmasked Estep 
Score: -21204528.000000 Penalty: 5975.754395
	Iteration 32Q: 3 clusters Score -2.120453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -21204530.000000 Penalty: 5975.754395
	Iteration 33Q: 3 clusters Score -2.120453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -21204530.000000 Penalty: 5975.754395
	Iteration 34F: 3 clusters Score -2.120453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170935 members 
Entering Unmasked Estep 
Score: -21285356.000000 Penalty: 2988.161621
	Iteration 0F: 2 clusters Score -2.128536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -21172810.000000 Penalty: 5976.323242
	Iteration 0F: 3 clusters Score -2.117281e+07 nChanged 82152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -21220376.000000 Penalty: 5976.323242
	Iteration 1F: 3 clusters Score -2.122038e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -21221280.000000 Penalty: 5976.323242
	Iteration 2Q: 3 clusters Score -2.122128e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -21222096.000000 Penalty: 5976.323242
	Iteration 3Q: 3 clusters Score -2.12221e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -21223396.000000 Penalty: 5976.323242
	Iteration 4Q: 3 clusters Score -2.12234e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -21224876.000000 Penalty: 5976.323242
	Iteration 5Q: 3 clusters Score -2.122488e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -21226752.000000 Penalty: 5976.323242
	Iteration 6Q: 3 clusters Score -2.122675e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -21229684.000000 Penalty: 5976.323242
	Iteration 7Q: 3 clusters Score -2.122968e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -21233960.000000 Penalty: 5976.323242
	Iteration 8F: 3 clusters Score -2.123396e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118451 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -21240046.000000 Penalty: 5976.323242
	Iteration 9F: 3 clusters Score -2.124005e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -21248544.000000 Penalty: 5976.323242
	Iteration 10F: 3 clusters Score -2.124854e+07 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141533 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -21258220.000000 Penalty: 5976.323242
	Iteration 11F: 3 clusters Score -2.125822e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152446 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -21266942.000000 Penalty: 5976.323242
	Iteration 12F: 3 clusters Score -2.126694e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161058 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -21274462.000000 Penalty: 5976.323242
	Iteration 13F: 3 clusters Score -2.127446e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -21279246.000000 Penalty: 5976.323242
	Iteration 14Q: 3 clusters Score -2.127925e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -21281612.000000 Penalty: 5976.323242
	Iteration 15Q: 3 clusters Score -2.128161e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170205 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21282278.000000 Penalty: 5976.323242
	Iteration 16Q: 3 clusters Score -2.128228e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170499 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21282564.000000 Penalty: 5976.323242
	Iteration 17Q: 3 clusters Score -2.128256e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21282668.000000 Penalty: 5976.323242
	Iteration 18Q: 3 clusters Score -2.128267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170620 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21282710.000000 Penalty: 5976.323242
	Iteration 19Q: 3 clusters Score -2.128271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21282728.000000 Penalty: 5976.323242
	Iteration 20F: 3 clusters Score -2.128273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21282740.000000 Penalty: 5976.323242
	Iteration 21Q: 3 clusters Score -2.128274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170645 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21282752.000000 Penalty: 5976.323242
	Iteration 22Q: 3 clusters Score -2.128275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21282748.000000 Penalty: 5976.323242
	Iteration 23Q: 3 clusters Score -2.128275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21282740.000000 Penalty: 5976.323242
	Iteration 24Q: 3 clusters Score -2.128274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21282734.000000 Penalty: 5976.323242
	Iteration 25Q: 3 clusters Score -2.128273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21282754.000000 Penalty: 5976.323242
	Iteration 26Q: 3 clusters Score -2.128275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170663 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21282752.000000 Penalty: 5976.323242
	Iteration 27Q: 3 clusters Score -2.128275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21282762.000000 Penalty: 5976.323242
	Iteration 28Q: 3 clusters Score -2.128276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21282772.000000 Penalty: 5976.323242
	Iteration 29Q: 3 clusters Score -2.128277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21282772.000000 Penalty: 5976.323242
	Iteration 30F: 3 clusters Score -2.128277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Entering Unmasked Estep 
Score: -4345304.000000 Penalty: 2605.528320
	Iteration 0F: 2 clusters Score -4345304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4320689.000000 Penalty: 5211.056641
	Iteration 0F: 3 clusters Score -4320689 nChanged 16577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4329766.500000 Penalty: 5211.056641
	Iteration 1F: 3 clusters Score -4329766 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4330382.000000 Penalty: 5211.056641
	Iteration 2Q: 3 clusters Score -4330382 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4331036.500000 Penalty: 5211.056641
	Iteration 3Q: 3 clusters Score -4331036 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4331685.000000 Penalty: 5211.056641
	Iteration 4Q: 3 clusters Score -4331685 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4332505.500000 Penalty: 5211.056641
	Iteration 5Q: 3 clusters Score -4332506 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4333527.500000 Penalty: 5211.056641
	Iteration 6F: 3 clusters Score -4333528 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4334986.000000 Penalty: 5211.056641
	Iteration 7F: 3 clusters Score -4334986 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4336871.500000 Penalty: 5211.056641
	Iteration 8F: 3 clusters Score -4336872 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4338952.500000 Penalty: 5211.056641
	Iteration 9F: 3 clusters Score -4338952 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4340796.000000 Penalty: 5211.056641
	Iteration 10F: 3 clusters Score -4340796 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4342111.000000 Penalty: 5211.056641
	Iteration 11Q: 3 clusters Score -4342111 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4342946.500000 Penalty: 5211.056641
	Iteration 12Q: 3 clusters Score -4342946 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4343427.000000 Penalty: 5211.056641
	Iteration 13Q: 3 clusters Score -4343427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4343675.500000 Penalty: 5211.056641
	Iteration 14Q: 3 clusters Score -4343676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4343830.500000 Penalty: 5211.056641
	Iteration 15Q: 3 clusters Score -4343830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4343933.000000 Penalty: 5211.056641
	Iteration 16Q: 3 clusters Score -4343933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4344004.500000 Penalty: 5211.056641
	Iteration 17Q: 3 clusters Score -4344004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4344040.500000 Penalty: 5211.056641
	Iteration 18Q: 3 clusters Score -4344040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4344097.500000 Penalty: 5211.056641
	Iteration 19Q: 3 clusters Score -4344098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4344158.000000 Penalty: 5211.056641
	Iteration 20F: 3 clusters Score -4344158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4344233.500000 Penalty: 5211.056641
	Iteration 21Q: 3 clusters Score -4344234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4344303.000000 Penalty: 5211.056641
	Iteration 22Q: 3 clusters Score -4344303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4344356.000000 Penalty: 5211.056641
	Iteration 23Q: 3 clusters Score -4344356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4344384.500000 Penalty: 5211.056641
	Iteration 24Q: 3 clusters Score -4344384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4344428.000000 Penalty: 5211.056641
	Iteration 25Q: 3 clusters Score -4344428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4344448.500000 Penalty: 5211.056641
	Iteration 26Q: 3 clusters Score -4344448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4344463.000000 Penalty: 5211.056641
	Iteration 27Q: 3 clusters Score -4344463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4344466.000000 Penalty: 5211.056641
	Iteration 28Q: 3 clusters Score -4344466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4344466.000000 Penalty: 5211.056641
	Iteration 29F: 3 clusters Score -4344466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -688618.687500 Penalty: 2146.881836
	Iteration 0F: 2 clusters Score -688618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -683574.312500 Penalty: 4293.763672
	Iteration 0F: 3 clusters Score -683574.3 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -684899.500000 Penalty: 4293.763672
	Iteration 1F: 3 clusters Score -684899.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -685093.000000 Penalty: 4293.763672
	Iteration 2F: 3 clusters Score -685093 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -685229.937500 Penalty: 4293.763672
	Iteration 3Q: 3 clusters Score -685229.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -685325.187500 Penalty: 4293.763672
	Iteration 4Q: 3 clusters Score -685325.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -685378.875000 Penalty: 4293.763672
	Iteration 5Q: 3 clusters Score -685378.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -685423.937500 Penalty: 4293.763672
	Iteration 6Q: 3 clusters Score -685423.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -685461.812500 Penalty: 4293.763672
	Iteration 7Q: 3 clusters Score -685461.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -685493.937500 Penalty: 4293.763672
	Iteration 8Q: 3 clusters Score -685493.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -685525.562500 Penalty: 4293.763672
	Iteration 9Q: 3 clusters Score -685525.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -685554.437500 Penalty: 4293.763672
	Iteration 10Q: 3 clusters Score -685554.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -685586.062500 Penalty: 4293.763672
	Iteration 11Q: 3 clusters Score -685586.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -685619.500000 Penalty: 4293.763672
	Iteration 12Q: 3 clusters Score -685619.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -685647.687500 Penalty: 4293.763672
	Iteration 13Q: 3 clusters Score -685647.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -685678.000000 Penalty: 4293.763672
	Iteration 14Q: 3 clusters Score -685678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -685708.250000 Penalty: 4293.763672
	Iteration 15Q: 3 clusters Score -685708.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -685740.187500 Penalty: 4293.763672
	Iteration 16Q: 3 clusters Score -685740.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -685775.937500 Penalty: 4293.763672
	Iteration 17Q: 3 clusters Score -685775.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -685815.187500 Penalty: 4293.763672
	Iteration 18Q: 3 clusters Score -685815.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -685856.687500 Penalty: 4293.763672
	Iteration 19Q: 3 clusters Score -685856.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -685923.562500 Penalty: 4293.763672
	Iteration 20F: 3 clusters Score -685923.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -686012.062500 Penalty: 4293.763672
	Iteration 21Q: 3 clusters Score -686012.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -686120.500000 Penalty: 4293.763672
	Iteration 22Q: 3 clusters Score -686120.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -686243.687500 Penalty: 4293.763672
	Iteration 23Q: 3 clusters Score -686243.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -686372.062500 Penalty: 4293.763672
	Iteration 24Q: 3 clusters Score -686372.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -686483.437500 Penalty: 4293.763672
	Iteration 25Q: 3 clusters Score -686483.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -686556.250000 Penalty: 4293.763672
	Iteration 26Q: 3 clusters Score -686556.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -686616.187500 Penalty: 4293.763672
	Iteration 27Q: 3 clusters Score -686616.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -686679.562500 Penalty: 4293.763672
	Iteration 28Q: 3 clusters Score -686679.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -686767.812500 Penalty: 4293.763672
	Iteration 29Q: 3 clusters Score -686767.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -686837.812500 Penalty: 4293.763672
	Iteration 30Q: 3 clusters Score -686837.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -686906.937500 Penalty: 4293.763672
	Iteration 31Q: 3 clusters Score -686906.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -686962.312500 Penalty: 4293.763672
	Iteration 32Q: 3 clusters Score -686962.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -686999.312500 Penalty: 4293.763672
	Iteration 33Q: 3 clusters Score -686999.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -687029.625000 Penalty: 4293.763672
	Iteration 34Q: 3 clusters Score -687029.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -687068.187500 Penalty: 4293.763672
	Iteration 35Q: 3 clusters Score -687068.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -687113.062500 Penalty: 4293.763672
	Iteration 36Q: 3 clusters Score -687113.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -687154.937500 Penalty: 4293.763672
	Iteration 37Q: 3 clusters Score -687154.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -687191.250000 Penalty: 4293.763672
	Iteration 38Q: 3 clusters Score -687191.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -687233.687500 Penalty: 4293.763672
	Iteration 39Q: 3 clusters Score -687233.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -687286.250000 Penalty: 4293.763672
	Iteration 40F: 3 clusters Score -687286.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -687339.062500 Penalty: 4293.763672
	Iteration 41Q: 3 clusters Score -687339.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -687393.000000 Penalty: 4293.763672
	Iteration 42Q: 3 clusters Score -687393 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -687439.687500 Penalty: 4293.763672
	Iteration 43Q: 3 clusters Score -687439.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -687483.125000 Penalty: 4293.763672
	Iteration 44Q: 3 clusters Score -687483.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -687512.000000 Penalty: 4293.763672
	Iteration 45Q: 3 clusters Score -687512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -687533.875000 Penalty: 4293.763672
	Iteration 46Q: 3 clusters Score -687533.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -687546.437500 Penalty: 4293.763672
	Iteration 47Q: 3 clusters Score -687546.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -687555.375000 Penalty: 4293.763672
	Iteration 48Q: 3 clusters Score -687555.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -687568.687500 Penalty: 4293.763672
	Iteration 49Q: 3 clusters Score -687568.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -687575.875000 Penalty: 4293.763672
	Iteration 50Q: 3 clusters Score -687575.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -687581.250000 Penalty: 4293.763672
	Iteration 51Q: 3 clusters Score -687581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -687586.125000 Penalty: 4293.763672
	Iteration 52Q: 3 clusters Score -687586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -687590.312500 Penalty: 4293.763672
	Iteration 53Q: 3 clusters Score -687590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -687596.312500 Penalty: 4293.763672
	Iteration 54Q: 3 clusters Score -687596.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -687597.187500 Penalty: 4293.763672
	Iteration 55Q: 3 clusters Score -687597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -687599.312500 Penalty: 4293.763672
	Iteration 56Q: 3 clusters Score -687599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -687599.562500 Penalty: 4293.763672
	Iteration 57Q: 3 clusters Score -687599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -687600.812500 Penalty: 4293.763672
	Iteration 58Q: 3 clusters Score -687600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -687602.437500 Penalty: 4293.763672
	Iteration 59Q: 3 clusters Score -687602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -687602.437500 Penalty: 4293.763672
	Iteration 60F: 3 clusters Score -687602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -24231.644531 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -24231.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23046.089844 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -23046.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23162.201172 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -23162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23193.822266 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -23193.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23226.976562 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -23226.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23248.619141 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -23248.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23280.123047 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -23280.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23330.132812 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -23330.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23411.908203 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -23411.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23418.146484 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -23418.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23421.945312 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -23421.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23430.466797 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -23430.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23456.048828 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -23456.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23460.593750 Penalty: 2726.595459
	Iteration 12Q: 3 clusters Score -23460.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23460.593750 Penalty: 2726.595459
	Iteration 13F: 3 clusters Score -23460.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Entering Unmasked Estep 
Score: -560186.812500 Penalty: 2099.960449
	Iteration 0F: 2 clusters Score -560186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -555819.812500 Penalty: 4199.920898
	Iteration 0F: 3 clusters Score -555819.8 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -556873.750000 Penalty: 4199.920898
	Iteration 1F: 3 clusters Score -556873.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -557075.250000 Penalty: 4199.920898
	Iteration 2F: 3 clusters Score -557075.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -557185.187500 Penalty: 4199.920898
	Iteration 3Q: 3 clusters Score -557185.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -557277.937500 Penalty: 4199.920898
	Iteration 4Q: 3 clusters Score -557277.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -557344.125000 Penalty: 4199.920898
	Iteration 5Q: 3 clusters Score -557344.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -557398.625000 Penalty: 4199.920898
	Iteration 6Q: 3 clusters Score -557398.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -557460.875000 Penalty: 4199.920898
	Iteration 7Q: 3 clusters Score -557460.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -557510.500000 Penalty: 4199.920898
	Iteration 8Q: 3 clusters Score -557510.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -557553.062500 Penalty: 4199.920898
	Iteration 9Q: 3 clusters Score -557553.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -557588.687500 Penalty: 4199.920898
	Iteration 10Q: 3 clusters Score -557588.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -557623.625000 Penalty: 4199.920898
	Iteration 11Q: 3 clusters Score -557623.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -557657.125000 Penalty: 4199.920898
	Iteration 12Q: 3 clusters Score -557657.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -557689.125000 Penalty: 4199.920898
	Iteration 13Q: 3 clusters Score -557689.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -557726.187500 Penalty: 4199.920898
	Iteration 14Q: 3 clusters Score -557726.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -557757.875000 Penalty: 4199.920898
	Iteration 15Q: 3 clusters Score -557757.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -557788.125000 Penalty: 4199.920898
	Iteration 16Q: 3 clusters Score -557788.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -557824.562500 Penalty: 4199.920898
	Iteration 17Q: 3 clusters Score -557824.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -557858.250000 Penalty: 4199.920898
	Iteration 18Q: 3 clusters Score -557858.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -557891.500000 Penalty: 4199.920898
	Iteration 19Q: 3 clusters Score -557891.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -557917.062500 Penalty: 4199.920898
	Iteration 20F: 3 clusters Score -557917.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -557942.750000 Penalty: 4199.920898
	Iteration 21Q: 3 clusters Score -557942.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -557963.437500 Penalty: 4199.920898
	Iteration 22Q: 3 clusters Score -557963.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -557987.437500 Penalty: 4199.920898
	Iteration 23Q: 3 clusters Score -557987.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -558006.375000 Penalty: 4199.920898
	Iteration 24Q: 3 clusters Score -558006.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -558023.000000 Penalty: 4199.920898
	Iteration 25Q: 3 clusters Score -558023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -558041.125000 Penalty: 4199.920898
	Iteration 26Q: 3 clusters Score -558041.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -558055.000000 Penalty: 4199.920898
	Iteration 27Q: 3 clusters Score -558055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -558069.187500 Penalty: 4199.920898
	Iteration 28Q: 3 clusters Score -558069.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -558083.687500 Penalty: 4199.920898
	Iteration 29Q: 3 clusters Score -558083.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -558096.125000 Penalty: 4199.920898
	Iteration 30Q: 3 clusters Score -558096.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -558106.687500 Penalty: 4199.920898
	Iteration 31Q: 3 clusters Score -558106.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -558116.062500 Penalty: 4199.920898
	Iteration 32Q: 3 clusters Score -558116.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -558121.062500 Penalty: 4199.920898
	Iteration 33Q: 3 clusters Score -558121.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -558131.000000 Penalty: 4199.920898
	Iteration 34Q: 3 clusters Score -558131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -558142.125000 Penalty: 4199.920898
	Iteration 35Q: 3 clusters Score -558142.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -558151.812500 Penalty: 4199.920898
	Iteration 36Q: 3 clusters Score -558151.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -558163.187500 Penalty: 4199.920898
	Iteration 37Q: 3 clusters Score -558163.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -558172.812500 Penalty: 4199.920898
	Iteration 38Q: 3 clusters Score -558172.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -558184.875000 Penalty: 4199.920898
	Iteration 39Q: 3 clusters Score -558184.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -558194.375000 Penalty: 4199.920898
	Iteration 40F: 3 clusters Score -558194.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -558202.562500 Penalty: 4199.920898
	Iteration 41Q: 3 clusters Score -558202.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -558207.812500 Penalty: 4199.920898
	Iteration 42Q: 3 clusters Score -558207.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -558213.562500 Penalty: 4199.920898
	Iteration 43Q: 3 clusters Score -558213.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -558217.937500 Penalty: 4199.920898
	Iteration 44Q: 3 clusters Score -558217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -558220.687500 Penalty: 4199.920898
	Iteration 45Q: 3 clusters Score -558220.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -558225.250000 Penalty: 4199.920898
	Iteration 46Q: 3 clusters Score -558225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -558228.750000 Penalty: 4199.920898
	Iteration 47Q: 3 clusters Score -558228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -558231.312500 Penalty: 4199.920898
	Iteration 48Q: 3 clusters Score -558231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -558234.500000 Penalty: 4199.920898
	Iteration 49Q: 3 clusters Score -558234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -558236.875000 Penalty: 4199.920898
	Iteration 50Q: 3 clusters Score -558236.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -558242.937500 Penalty: 4199.920898
	Iteration 51Q: 3 clusters Score -558242.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -558251.062500 Penalty: 4199.920898
	Iteration 52Q: 3 clusters Score -558251.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -558256.750000 Penalty: 4199.920898
	Iteration 53Q: 3 clusters Score -558256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558263.750000 Penalty: 4199.920898
	Iteration 54Q: 3 clusters Score -558263.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -558270.437500 Penalty: 4199.920898
	Iteration 55Q: 3 clusters Score -558270.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -558275.000000 Penalty: 4199.920898
	Iteration 56Q: 3 clusters Score -558275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -558277.750000 Penalty: 4199.920898
	Iteration 57Q: 3 clusters Score -558277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -558282.250000 Penalty: 4199.920898
	Iteration 58Q: 3 clusters Score -558282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -558286.125000 Penalty: 4199.920898
	Iteration 59Q: 3 clusters Score -558286.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558291.625000 Penalty: 4199.920898
	Iteration 60F: 3 clusters Score -558291.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -558296.375000 Penalty: 4199.920898
	Iteration 61Q: 3 clusters Score -558296.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -558303.187500 Penalty: 4199.920898
	Iteration 62Q: 3 clusters Score -558303.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -558309.687500 Penalty: 4199.920898
	Iteration 63Q: 3 clusters Score -558309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -558315.500000 Penalty: 4199.920898
	Iteration 64Q: 3 clusters Score -558315.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -558321.687500 Penalty: 4199.920898
	Iteration 65Q: 3 clusters Score -558321.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -558325.625000 Penalty: 4199.920898
	Iteration 66Q: 3 clusters Score -558325.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -558331.687500 Penalty: 4199.920898
	Iteration 67Q: 3 clusters Score -558331.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -558336.375000 Penalty: 4199.920898
	Iteration 68Q: 3 clusters Score -558336.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -558339.187500 Penalty: 4199.920898
	Iteration 69Q: 3 clusters Score -558339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -558345.562500 Penalty: 4199.920898
	Iteration 70Q: 3 clusters Score -558345.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -558356.000000 Penalty: 4199.920898
	Iteration 71Q: 3 clusters Score -558356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -558366.375000 Penalty: 4199.920898
	Iteration 72Q: 3 clusters Score -558366.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -558380.687500 Penalty: 4199.920898
	Iteration 73Q: 3 clusters Score -558380.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -558390.125000 Penalty: 4199.920898
	Iteration 74Q: 3 clusters Score -558390.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -558398.562500 Penalty: 4199.920898
	Iteration 75Q: 3 clusters Score -558398.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -558410.812500 Penalty: 4199.920898
	Iteration 76Q: 3 clusters Score -558410.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558423.500000 Penalty: 4199.920898
	Iteration 77Q: 3 clusters Score -558423.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -558438.187500 Penalty: 4199.920898
	Iteration 78Q: 3 clusters Score -558438.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -558455.250000 Penalty: 4199.920898
	Iteration 79Q: 3 clusters Score -558455.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -558473.312500 Penalty: 4199.920898
	Iteration 80F: 3 clusters Score -558473.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -558491.312500 Penalty: 4199.920898
	Iteration 81Q: 3 clusters Score -558491.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -558519.375000 Penalty: 4199.920898
	Iteration 82Q: 3 clusters Score -558519.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -558542.125000 Penalty: 4199.920898
	Iteration 83Q: 3 clusters Score -558542.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -558559.437500 Penalty: 4199.920898
	Iteration 84Q: 3 clusters Score -558559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -558571.625000 Penalty: 4199.920898
	Iteration 85Q: 3 clusters Score -558571.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -558582.875000 Penalty: 4199.920898
	Iteration 86Q: 3 clusters Score -558582.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -558595.187500 Penalty: 4199.920898
	Iteration 87Q: 3 clusters Score -558595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -558609.062500 Penalty: 4199.920898
	Iteration 88Q: 3 clusters Score -558609.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -558619.375000 Penalty: 4199.920898
	Iteration 89Q: 3 clusters Score -558619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -558627.062500 Penalty: 4199.920898
	Iteration 90Q: 3 clusters Score -558627.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -558632.312500 Penalty: 4199.920898
	Iteration 91Q: 3 clusters Score -558632.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -558636.812500 Penalty: 4199.920898
	Iteration 92Q: 3 clusters Score -558636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -558644.812500 Penalty: 4199.920898
	Iteration 93Q: 3 clusters Score -558644.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -558654.687500 Penalty: 4199.920898
	Iteration 94Q: 3 clusters Score -558654.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -558664.750000 Penalty: 4199.920898
	Iteration 95Q: 3 clusters Score -558664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -558673.875000 Penalty: 4199.920898
	Iteration 96Q: 3 clusters Score -558673.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -558679.750000 Penalty: 4199.920898
	Iteration 97Q: 3 clusters Score -558679.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -558682.312500 Penalty: 4199.920898
	Iteration 98Q: 3 clusters Score -558682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -558685.250000 Penalty: 4199.920898
	Iteration 99Q: 3 clusters Score -558685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -558686.250000 Penalty: 4199.920898
	Iteration 100F: 3 clusters Score -558686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -558688.562500 Penalty: 4199.920898
	Iteration 101Q: 3 clusters Score -558688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -558690.187500 Penalty: 4199.920898
	Iteration 102Q: 3 clusters Score -558690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -558693.500000 Penalty: 4199.920898
	Iteration 103Q: 3 clusters Score -558693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -558698.000000 Penalty: 4199.920898
	Iteration 104Q: 3 clusters Score -558698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -558700.687500 Penalty: 4199.920898
	Iteration 105Q: 3 clusters Score -558700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -558704.187500 Penalty: 4199.920898
	Iteration 106Q: 3 clusters Score -558704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -558704.062500 Penalty: 4199.920898
	Iteration 107Q: 3 clusters Score -558704.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -558704.062500 Penalty: 4199.920898
	Iteration 108F: 3 clusters Score -558704.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Entering Unmasked Estep 
Score: -2474120.250000 Penalty: 2457.745605
	Iteration 0F: 2 clusters Score -2474120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2459874.750000 Penalty: 4915.491211
	Iteration 0F: 3 clusters Score -2459875 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2464715.250000 Penalty: 4915.491211
	Iteration 1F: 3 clusters Score -2464715 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2465110.250000 Penalty: 4915.491211
	Iteration 2F: 3 clusters Score -2465110 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2465441.000000 Penalty: 4915.491211
	Iteration 3Q: 3 clusters Score -2465441 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2465764.250000 Penalty: 4915.491211
	Iteration 4Q: 3 clusters Score -2465764 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2466143.000000 Penalty: 4915.491211
	Iteration 5Q: 3 clusters Score -2466143 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2466683.250000 Penalty: 4915.491211
	Iteration 6Q: 3 clusters Score -2466683 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2467503.750000 Penalty: 4915.491211
	Iteration 7F: 3 clusters Score -2467504 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2468615.000000 Penalty: 4915.491211
	Iteration 8F: 3 clusters Score -2468615 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2469869.500000 Penalty: 4915.491211
	Iteration 9F: 3 clusters Score -2469870 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2471104.000000 Penalty: 4915.491211
	Iteration 10F: 3 clusters Score -2471104 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2472123.500000 Penalty: 4915.491211
	Iteration 11F: 3 clusters Score -2472124 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2473042.500000 Penalty: 4915.491211
	Iteration 12Q: 3 clusters Score -2473042 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2473785.750000 Penalty: 4915.491211
	Iteration 13Q: 3 clusters Score -2473786 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2474098.250000 Penalty: 4915.491211
	Iteration 14Q: 3 clusters Score -2474098 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2474204.000000 Penalty: 4915.491211
	Iteration 15Q: 3 clusters Score -2474204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2474231.000000 Penalty: 4915.491211
	Iteration 16Q: 3 clusters Score -2474231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2474249.500000 Penalty: 4915.491211
	Iteration 17Q: 3 clusters Score -2474250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2474249.750000 Penalty: 4915.491211
	Iteration 18Q: 3 clusters Score -2474250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2474255.250000 Penalty: 4915.491211
	Iteration 19Q: 3 clusters Score -2474255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2474257.750000 Penalty: 4915.491211
	Iteration 20F: 3 clusters Score -2474258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2474257.500000 Penalty: 4915.491211
	Iteration 21Q: 3 clusters Score -2474258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2474257.250000 Penalty: 4915.491211
	Iteration 22Q: 3 clusters Score -2474257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2474256.250000 Penalty: 4915.491211
	Iteration 23Q: 3 clusters Score -2474256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2474260.250000 Penalty: 4915.491211
	Iteration 24Q: 3 clusters Score -2474260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2474255.750000 Penalty: 4915.491211
	Iteration 25Q: 3 clusters Score -2474256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2474254.750000 Penalty: 4915.491211
	Iteration 26Q: 3 clusters Score -2474255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2474254.750000 Penalty: 4915.491211
	Iteration 27F: 3 clusters Score -2474255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 170935 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 16773 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 175772 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 3363 members 
Entering Unmasked Estep 
Score: -124225344.000000 Penalty: 113352.726562
Splitting cluster 27 changes total score from -124226264.000000 to -124225344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (28746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Entering Unmasked Estep 
Score: -3367030.250000 Penalty: 2546.030762
	Iteration 0F: 2 clusters Score -3367030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3347254.000000 Penalty: 5092.061523
	Iteration 0F: 3 clusters Score -3347254 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3354328.250000 Penalty: 5092.061523
	Iteration 1F: 3 clusters Score -3354328 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3354928.500000 Penalty: 5092.061523
	Iteration 2F: 3 clusters Score -3354928 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3355497.250000 Penalty: 5092.061523
	Iteration 3Q: 3 clusters Score -3355497 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3356093.000000 Penalty: 5092.061523
	Iteration 4Q: 3 clusters Score -3356093 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3356773.750000 Penalty: 5092.061523
	Iteration 5Q: 3 clusters Score -3356774 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3357604.750000 Penalty: 5092.061523
	Iteration 6F: 3 clusters Score -3357605 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3358595.250000 Penalty: 5092.061523
	Iteration 7F: 3 clusters Score -3358595 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3359745.000000 Penalty: 5092.061523
	Iteration 8F: 3 clusters Score -3359745 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3361034.250000 Penalty: 5092.061523
	Iteration 9F: 3 clusters Score -3361034 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3362084.250000 Penalty: 5092.061523
	Iteration 10F: 3 clusters Score -3362084 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3362853.750000 Penalty: 5092.061523
	Iteration 11Q: 3 clusters Score -3362854 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3363387.000000 Penalty: 5092.061523
	Iteration 12Q: 3 clusters Score -3363387 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3363688.250000 Penalty: 5092.061523
	Iteration 13Q: 3 clusters Score -3363688 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3363853.750000 Penalty: 5092.061523
	Iteration 14Q: 3 clusters Score -3363854 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3363988.750000 Penalty: 5092.061523
	Iteration 15Q: 3 clusters Score -3363989 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3364093.500000 Penalty: 5092.061523
	Iteration 16Q: 3 clusters Score -3364094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3364156.500000 Penalty: 5092.061523
	Iteration 17Q: 3 clusters Score -3364156 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3364203.000000 Penalty: 5092.061523
	Iteration 18Q: 3 clusters Score -3364203 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3364249.500000 Penalty: 5092.061523
	Iteration 19Q: 3 clusters Score -3364250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3364282.750000 Penalty: 5092.061523
	Iteration 20F: 3 clusters Score -3364283 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3364319.250000 Penalty: 5092.061523
	Iteration 21Q: 3 clusters Score -3364319 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3364328.750000 Penalty: 5092.061523
	Iteration 22Q: 3 clusters Score -3364329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3364348.500000 Penalty: 5092.061523
	Iteration 23Q: 3 clusters Score -3364348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3364377.500000 Penalty: 5092.061523
	Iteration 24Q: 3 clusters Score -3364378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3364392.500000 Penalty: 5092.061523
	Iteration 25Q: 3 clusters Score -3364392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3364399.250000 Penalty: 5092.061523
	Iteration 26Q: 3 clusters Score -3364399 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3364409.500000 Penalty: 5092.061523
	Iteration 27Q: 3 clusters Score -3364410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3364426.000000 Penalty: 5092.061523
	Iteration 28Q: 3 clusters Score -3364426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3364439.500000 Penalty: 5092.061523
	Iteration 29Q: 3 clusters Score -3364440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3364457.500000 Penalty: 5092.061523
	Iteration 30Q: 3 clusters Score -3364458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3364463.750000 Penalty: 5092.061523
	Iteration 31Q: 3 clusters Score -3364464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3364477.250000 Penalty: 5092.061523
	Iteration 32Q: 3 clusters Score -3364477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3364487.250000 Penalty: 5092.061523
	Iteration 33Q: 3 clusters Score -3364487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3364493.000000 Penalty: 5092.061523
	Iteration 34Q: 3 clusters Score -3364493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3364492.000000 Penalty: 5092.061523
	Iteration 35Q: 3 clusters Score -3364492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3364497.500000 Penalty: 5092.061523
	Iteration 36Q: 3 clusters Score -3364498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3364506.500000 Penalty: 5092.061523
	Iteration 37Q: 3 clusters Score -3364506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3364507.500000 Penalty: 5092.061523
	Iteration 38Q: 3 clusters Score -3364508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3364516.250000 Penalty: 5092.061523
	Iteration 39Q: 3 clusters Score -3364516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3364513.250000 Penalty: 5092.061523
	Iteration 40F: 3 clusters Score -3364513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3364512.500000 Penalty: 5092.061523
	Iteration 41Q: 3 clusters Score -3364512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3364516.500000 Penalty: 5092.061523
	Iteration 42Q: 3 clusters Score -3364516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3364520.000000 Penalty: 5092.061523
	Iteration 43Q: 3 clusters Score -3364520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3364518.250000 Penalty: 5092.061523
	Iteration 44Q: 3 clusters Score -3364518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3364517.500000 Penalty: 5092.061523
	Iteration 45Q: 3 clusters Score -3364518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3364521.000000 Penalty: 5092.061523
	Iteration 46Q: 3 clusters Score -3364521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3364521.000000 Penalty: 5092.061523
	Iteration 47Q: 3 clusters Score -3364521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3364521.250000 Penalty: 5092.061523
	Iteration 48Q: 3 clusters Score -3364521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3364525.750000 Penalty: 5092.061523
	Iteration 49Q: 3 clusters Score -3364526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3364525.750000 Penalty: 5092.061523
	Iteration 50Q: 3 clusters Score -3364526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3364517.500000 Penalty: 5092.061523
	Iteration 51Q: 3 clusters Score -3364518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3364519.250000 Penalty: 5092.061523
	Iteration 52Q: 3 clusters Score -3364519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3364523.250000 Penalty: 5092.061523
	Iteration 53Q: 3 clusters Score -3364523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3364528.500000 Penalty: 5092.061523
	Iteration 54Q: 3 clusters Score -3364528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3364519.500000 Penalty: 5092.061523
	Iteration 55Q: 3 clusters Score -3364520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3364522.000000 Penalty: 5092.061523
	Iteration 56Q: 3 clusters Score -3364522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3364526.500000 Penalty: 5092.061523
	Iteration 57Q: 3 clusters Score -3364526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3364533.750000 Penalty: 5092.061523
	Iteration 58Q: 3 clusters Score -3364534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3364529.500000 Penalty: 5092.061523
	Iteration 59Q: 3 clusters Score -3364530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3364533.500000 Penalty: 5092.061523
	Iteration 60F: 3 clusters Score -3364534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3364536.500000 Penalty: 5092.061523
	Iteration 61Q: 3 clusters Score -3364536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3364534.000000 Penalty: 5092.061523
	Iteration 62Q: 3 clusters Score -3364534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3364539.000000 Penalty: 5092.061523
	Iteration 63Q: 3 clusters Score -3364539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3364541.250000 Penalty: 5092.061523
	Iteration 64Q: 3 clusters Score -3364541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3364538.250000 Penalty: 5092.061523
	Iteration 65Q: 3 clusters Score -3364538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3364540.000000 Penalty: 5092.061523
	Iteration 66Q: 3 clusters Score -3364540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3364539.250000 Penalty: 5092.061523
	Iteration 67Q: 3 clusters Score -3364539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3364536.750000 Penalty: 5092.061523
	Iteration 68Q: 3 clusters Score -3364537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3364537.000000 Penalty: 5092.061523
	Iteration 69Q: 3 clusters Score -3364537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3364535.500000 Penalty: 5092.061523
	Iteration 70Q: 3 clusters Score -3364536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3364536.000000 Penalty: 5092.061523
	Iteration 71Q: 3 clusters Score -3364536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3364536.000000 Penalty: 5092.061523
	Iteration 72F: 3 clusters Score -3364536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Entering Unmasked Estep 
Score: -1673074.000000 Penalty: 2365.367432
	Iteration 0F: 2 clusters Score -1673074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1662880.625000 Penalty: 4730.734863
	Iteration 0F: 3 clusters Score -1662881 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1666097.125000 Penalty: 4730.734863
	Iteration 1F: 3 clusters Score -1666097 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1666483.375000 Penalty: 4730.734863
	Iteration 2F: 3 clusters Score -1666483 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1666790.000000 Penalty: 4730.734863
	Iteration 3F: 3 clusters Score -1666790 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1667042.625000 Penalty: 4730.734863
	Iteration 4Q: 3 clusters Score -1667043 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1667263.375000 Penalty: 4730.734863
	Iteration 5Q: 3 clusters Score -1667263 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1667508.125000 Penalty: 4730.734863
	Iteration 6Q: 3 clusters Score -1667508 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1667765.875000 Penalty: 4730.734863
	Iteration 7Q: 3 clusters Score -1667766 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1668046.625000 Penalty: 4730.734863
	Iteration 8Q: 3 clusters Score -1668047 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1668353.875000 Penalty: 4730.734863
	Iteration 9Q: 3 clusters Score -1668354 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1668623.625000 Penalty: 4730.734863
	Iteration 10Q: 3 clusters Score -1668624 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1668925.625000 Penalty: 4730.734863
	Iteration 11Q: 3 clusters Score -1668926 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1669217.125000 Penalty: 4730.734863
	Iteration 12Q: 3 clusters Score -1669217 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1669491.750000 Penalty: 4730.734863
	Iteration 13Q: 3 clusters Score -1669492 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1669752.875000 Penalty: 4730.734863
	Iteration 14Q: 3 clusters Score -1669753 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1669975.250000 Penalty: 4730.734863
	Iteration 15Q: 3 clusters Score -1669975 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1670123.375000 Penalty: 4730.734863
	Iteration 16Q: 3 clusters Score -1670123 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1670251.250000 Penalty: 4730.734863
	Iteration 17Q: 3 clusters Score -1670251 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1670367.125000 Penalty: 4730.734863
	Iteration 18Q: 3 clusters Score -1670367 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1670452.750000 Penalty: 4730.734863
	Iteration 19Q: 3 clusters Score -1670453 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1670522.000000 Penalty: 4730.734863
	Iteration 20F: 3 clusters Score -1670522 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1670599.375000 Penalty: 4730.734863
	Iteration 21Q: 3 clusters Score -1670599 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1670667.000000 Penalty: 4730.734863
	Iteration 22Q: 3 clusters Score -1670667 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1670758.625000 Penalty: 4730.734863
	Iteration 23Q: 3 clusters Score -1670759 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1670863.375000 Penalty: 4730.734863
	Iteration 24Q: 3 clusters Score -1670863 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1670990.375000 Penalty: 4730.734863
	Iteration 25Q: 3 clusters Score -1670990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1671102.625000 Penalty: 4730.734863
	Iteration 26Q: 3 clusters Score -1671103 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1671183.625000 Penalty: 4730.734863
	Iteration 27Q: 3 clusters Score -1671184 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1671263.500000 Penalty: 4730.734863
	Iteration 28Q: 3 clusters Score -1671264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1671329.875000 Penalty: 4730.734863
	Iteration 29Q: 3 clusters Score -1671330 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1671410.250000 Penalty: 4730.734863
	Iteration 30Q: 3 clusters Score -1671410 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1671466.250000 Penalty: 4730.734863
	Iteration 31Q: 3 clusters Score -1671466 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1671522.250000 Penalty: 4730.734863
	Iteration 32Q: 3 clusters Score -1671522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1671567.750000 Penalty: 4730.734863
	Iteration 33Q: 3 clusters Score -1671568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1671604.500000 Penalty: 4730.734863
	Iteration 34Q: 3 clusters Score -1671604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1671650.625000 Penalty: 4730.734863
	Iteration 35Q: 3 clusters Score -1671651 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1671683.250000 Penalty: 4730.734863
	Iteration 36Q: 3 clusters Score -1671683 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1671723.750000 Penalty: 4730.734863
	Iteration 37Q: 3 clusters Score -1671724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1671758.500000 Penalty: 4730.734863
	Iteration 38Q: 3 clusters Score -1671758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1671796.500000 Penalty: 4730.734863
	Iteration 39Q: 3 clusters Score -1671796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1671833.125000 Penalty: 4730.734863
	Iteration 40F: 3 clusters Score -1671833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1671872.500000 Penalty: 4730.734863
	Iteration 41Q: 3 clusters Score -1671872 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1671902.375000 Penalty: 4730.734863
	Iteration 42Q: 3 clusters Score -1671902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1671925.500000 Penalty: 4730.734863
	Iteration 43Q: 3 clusters Score -1671926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1671943.750000 Penalty: 4730.734863
	Iteration 44Q: 3 clusters Score -1671944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1671958.250000 Penalty: 4730.734863
	Iteration 45Q: 3 clusters Score -1671958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1671977.500000 Penalty: 4730.734863
	Iteration 46Q: 3 clusters Score -1671978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1671975.750000 Penalty: 4730.734863
	Iteration 47Q: 3 clusters Score -1671976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1671985.250000 Penalty: 4730.734863
	Iteration 48Q: 3 clusters Score -1671985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1671989.000000 Penalty: 4730.734863
	Iteration 49Q: 3 clusters Score -1671989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1671998.000000 Penalty: 4730.734863
	Iteration 50Q: 3 clusters Score -1671998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1672010.500000 Penalty: 4730.734863
	Iteration 51Q: 3 clusters Score -1672010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1672011.625000 Penalty: 4730.734863
	Iteration 52Q: 3 clusters Score -1672012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1672019.875000 Penalty: 4730.734863
	Iteration 53Q: 3 clusters Score -1672020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1672025.125000 Penalty: 4730.734863
	Iteration 54Q: 3 clusters Score -1672025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1672025.750000 Penalty: 4730.734863
	Iteration 55Q: 3 clusters Score -1672026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1672027.125000 Penalty: 4730.734863
	Iteration 56Q: 3 clusters Score -1672027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1672034.875000 Penalty: 4730.734863
	Iteration 57Q: 3 clusters Score -1672035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1672034.875000 Penalty: 4730.734863
	Iteration 58Q: 3 clusters Score -1672035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1672042.375000 Penalty: 4730.734863
	Iteration 59Q: 3 clusters Score -1672042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1672041.750000 Penalty: 4730.734863
	Iteration 60F: 3 clusters Score -1672042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1672040.625000 Penalty: 4730.734863
	Iteration 61Q: 3 clusters Score -1672041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1672046.500000 Penalty: 4730.734863
	Iteration 62Q: 3 clusters Score -1672046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1672048.125000 Penalty: 4730.734863
	Iteration 63Q: 3 clusters Score -1672048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1672047.125000 Penalty: 4730.734863
	Iteration 64Q: 3 clusters Score -1672047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1672052.375000 Penalty: 4730.734863
	Iteration 65Q: 3 clusters Score -1672052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1672050.125000 Penalty: 4730.734863
	Iteration 66Q: 3 clusters Score -1672050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1672051.125000 Penalty: 4730.734863
	Iteration 67Q: 3 clusters Score -1672051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1672054.375000 Penalty: 4730.734863
	Iteration 68Q: 3 clusters Score -1672054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1672052.750000 Penalty: 4730.734863
	Iteration 69Q: 3 clusters Score -1672053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1672050.750000 Penalty: 4730.734863
	Iteration 70Q: 3 clusters Score -1672051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1672050.875000 Penalty: 4730.734863
	Iteration 71Q: 3 clusters Score -1672051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1672052.000000 Penalty: 4730.734863
	Iteration 72Q: 3 clusters Score -1672052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1672050.875000 Penalty: 4730.734863
	Iteration 73Q: 3 clusters Score -1672051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1672052.125000 Penalty: 4730.734863
	Iteration 74Q: 3 clusters Score -1672052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1672053.000000 Penalty: 4730.734863
	Iteration 75Q: 3 clusters Score -1672053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1672052.875000 Penalty: 4730.734863
	Iteration 76Q: 3 clusters Score -1672053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1672052.125000 Penalty: 4730.734863
	Iteration 77Q: 3 clusters Score -1672052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1672055.500000 Penalty: 4730.734863
	Iteration 78Q: 3 clusters Score -1672056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1672055.625000 Penalty: 4730.734863
	Iteration 79Q: 3 clusters Score -1672056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1672057.375000 Penalty: 4730.734863
	Iteration 80F: 3 clusters Score -1672057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1672058.125000 Penalty: 4730.734863
	Iteration 81Q: 3 clusters Score -1672058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1672059.000000 Penalty: 4730.734863
	Iteration 82Q: 3 clusters Score -1672059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1672058.875000 Penalty: 4730.734863
	Iteration 83Q: 3 clusters Score -1672059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1672062.125000 Penalty: 4730.734863
	Iteration 84Q: 3 clusters Score -1672062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1672065.250000 Penalty: 4730.734863
	Iteration 85Q: 3 clusters Score -1672065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1672063.625000 Penalty: 4730.734863
	Iteration 86Q: 3 clusters Score -1672064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1672065.000000 Penalty: 4730.734863
	Iteration 87Q: 3 clusters Score -1672065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1672062.500000 Penalty: 4730.734863
	Iteration 88Q: 3 clusters Score -1672062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1672062.500000 Penalty: 4730.734863
	Iteration 89F: 3 clusters Score -1672062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50070.671875 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50070.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48590.386719 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48590.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48795.746094 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -48795.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48925.343750 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -48925.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49037.621094 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -49037.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49257.718750 Penalty: 3054.911377
	Iteration 4F: 3 clusters Score -49257.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49513.425781 Penalty: 3054.911377
	Iteration 5F: 3 clusters Score -49513.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49662.351562 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49662.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49822.933594 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49822.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49943.792969 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49943.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50032.328125 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -50032.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50060.296875 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -50060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50065.542969 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -50065.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50068.441406 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -50068.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50075.414062 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -50075.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50087.414062 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -50087.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50106.246094 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -50106.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50120.800781 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -50120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50130.468750 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -50130.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50135.847656 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -50135.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50137.238281 Penalty: 3054.911377
	Iteration 19Q: 3 clusters Score -50137.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50139.488281 Penalty: 3054.911377
	Iteration 20F: 3 clusters Score -50139.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50150.125000 Penalty: 3054.911377
	Iteration 21Q: 3 clusters Score -50150.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50163.042969 Penalty: 3054.911377
	Iteration 22Q: 3 clusters Score -50163.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50169.703125 Penalty: 3054.911377
	Iteration 23Q: 3 clusters Score -50169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50175.820312 Penalty: 3054.911377
	Iteration 24Q: 3 clusters Score -50175.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50175.820312 Penalty: 3054.911377
	Iteration 25F: 3 clusters Score -50175.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 12742 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 169751 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 54762 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 170935 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 239 members 
Mstep: Class 31 contains 175772 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 234 members 
Entering Unmasked Estep 
Score: -124224344.000000 Penalty: 113352.726562
Splitting cluster 30 changes total score from -124226264.000000 to -124224344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (175772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175772 members 
Entering Unmasked Estep 
Score: -21593068.000000 Penalty: 2995.082031
	Iteration 0F: 2 clusters Score -2.159307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -21477776.000000 Penalty: 5990.164062
	Iteration 0F: 3 clusters Score -2.147778e+07 nChanged 84368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -21526732.000000 Penalty: 5990.164062
	Iteration 1F: 3 clusters Score -2.152673e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -21527614.000000 Penalty: 5990.164062
	Iteration 2Q: 3 clusters Score -2.152761e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -21528968.000000 Penalty: 5990.164062
	Iteration 3Q: 3 clusters Score -2.152897e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -21530846.000000 Penalty: 5990.164062
	Iteration 4Q: 3 clusters Score -2.153085e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -21534394.000000 Penalty: 5990.164062
	Iteration 5Q: 3 clusters Score -2.153439e+07 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -21540798.000000 Penalty: 5990.164062
	Iteration 6F: 3 clusters Score -2.15408e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -21551838.000000 Penalty: 5990.164062
	Iteration 7F: 3 clusters Score -2.155184e+07 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -21566054.000000 Penalty: 5990.164062
	Iteration 8F: 3 clusters Score -2.156605e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 161102 members 
Entering Unmasked Estep 
Score: -21578424.000000 Penalty: 5990.164062
	Iteration 9F: 3 clusters Score -2.157842e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -21585792.000000 Penalty: 5990.164062
	Iteration 10Q: 3 clusters Score -2.158579e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -21588850.000000 Penalty: 5990.164062
	Iteration 11Q: 3 clusters Score -2.158885e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 174635 members 
Entering Unmasked Estep 
Score: -21589920.000000 Penalty: 5990.164062
	Iteration 12Q: 3 clusters Score -2.158992e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
Score: -21590266.000000 Penalty: 5990.164062
	Iteration 13Q: 3 clusters Score -2.159027e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 175152 members 
Entering Unmasked Estep 
Score: -21590426.000000 Penalty: 5990.164062
	Iteration 14Q: 3 clusters Score -2.159043e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 175191 members 
Entering Unmasked Estep 
Score: -21590482.000000 Penalty: 5990.164062
	Iteration 15Q: 3 clusters Score -2.159048e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -21590510.000000 Penalty: 5990.164062
	Iteration 16Q: 3 clusters Score -2.159051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 175236 members 
Entering Unmasked Estep 
Score: -21590560.000000 Penalty: 5990.164062
	Iteration 17Q: 3 clusters Score -2.159056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 175247 members 
Entering Unmasked Estep 
Score: -21590576.000000 Penalty: 5990.164062
	Iteration 18Q: 3 clusters Score -2.159058e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 175254 members 
Entering Unmasked Estep 
Score: -21590604.000000 Penalty: 5990.164062
	Iteration 19Q: 3 clusters Score -2.15906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -21590624.000000 Penalty: 5990.164062
	Iteration 20F: 3 clusters Score -2.159062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 175256 members 
Entering Unmasked Estep 
Score: -21590654.000000 Penalty: 5990.164062
	Iteration 21Q: 3 clusters Score -2.159065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 175259 members 
Entering Unmasked Estep 
Score: -21590656.000000 Penalty: 5990.164062
	Iteration 22Q: 3 clusters Score -2.159066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 175264 members 
Entering Unmasked Estep 
Score: -21590672.000000 Penalty: 5990.164062
	Iteration 23Q: 3 clusters Score -2.159067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 175269 members 
Entering Unmasked Estep 
Score: -21590664.000000 Penalty: 5990.164062
	Iteration 24Q: 3 clusters Score -2.159066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 175272 members 
Entering Unmasked Estep 
Score: -21590656.000000 Penalty: 5990.164062
	Iteration 25Q: 3 clusters Score -2.159066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -21590664.000000 Penalty: 5990.164062
	Iteration 26Q: 3 clusters Score -2.159066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -21590670.000000 Penalty: 5990.164062
	Iteration 27Q: 3 clusters Score -2.159067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 175282 members 
Entering Unmasked Estep 
Score: -21590670.000000 Penalty: 5990.164062
	Iteration 28Q: 3 clusters Score -2.159067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 175283 members 
Entering Unmasked Estep 
Score: -21590668.000000 Penalty: 5990.164062
	Iteration 29Q: 3 clusters Score -2.159067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 175287 members 
Entering Unmasked Estep 
Score: -21590674.000000 Penalty: 5990.164062
	Iteration 30Q: 3 clusters Score -2.159067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -21590684.000000 Penalty: 5990.164062
	Iteration 31Q: 3 clusters Score -2.159068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 175287 members 
Entering Unmasked Estep 
Score: -21590694.000000 Penalty: 5990.164062
	Iteration 32Q: 3 clusters Score -2.159069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -21590690.000000 Penalty: 5990.164062
	Iteration 33Q: 3 clusters Score -2.159069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -21590690.000000 Penalty: 5990.164062
	Iteration 34F: 3 clusters Score -2.159069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -85632.398438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -85632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83832.187500 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -83832.19 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84070.078125 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -84070.08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84185.992188 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -84185.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84246.585938 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -84246.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84281.312500 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -84281.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84313.281250 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -84313.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84336.585938 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -84336.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84349.453125 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -84349.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84366.812500 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -84366.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84383.796875 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -84383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84399.593750 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -84399.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84413.343750 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -84413.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84431.593750 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -84431.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84441.656250 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -84441.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84455.328125 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -84455.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84468.546875 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -84468.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84481.125000 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -84481.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84492.515625 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -84492.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84496.218750 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -84496.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84496.218750 Penalty: 3304.913818
	Iteration 19F: 3 clusters Score -84496.22 nChanged 0
--- Evaluating fit on full set of 3106918 points ---
Entering Unmasked Estep 
Score: -378502304.000000 Penalty: 118636.390625
22->33 Clusters: Score -378502304.000000, best is -378472960.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1035639 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 47373 members 
Mstep: Class 3 contains 47225 members 
Mstep: Class 4 contains 47013 members 
Mstep: Class 5 contains 46667 members 
Mstep: Class 6 contains 47347 members 
Mstep: Class 7 contains 46387 members 
Mstep: Class 8 contains 47033 members 
Mstep: Class 9 contains 47475 members 
Mstep: Class 10 contains 47113 members 
Mstep: Class 11 contains 47070 members 
Mstep: Class 12 contains 46960 members 
Mstep: Class 13 contains 47530 members 
Mstep: Class 14 contains 47239 members 
Mstep: Class 15 contains 46951 members 
Mstep: Class 16 contains 47027 members 
Mstep: Class 17 contains 47002 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 46945 members 
Mstep: Class 20 contains 46924 members 
Mstep: Class 21 contains 47117 members 
Mstep: Class 22 contains 46909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 324.858582 but Gain 3434.929688
Score: -118804760.000000 Penalty: 72133.554688
Iteration 0F: 22 clusters Score -1.188048e+08 nChanged 984856
Entering Unmasked Mstep 
Mstep: Class 0 contains 2086 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 10102 members 
Mstep: Class 4 contains 93521 members 
Mstep: Class 5 contains 14481 members 
Mstep: Class 6 contains 59566 members 
Mstep: Class 7 contains 66614 members 
Mstep: Class 8 contains 25324 members 
Mstep: Class 9 contains 49253 members 
Mstep: Class 10 contains 13899 members 
Mstep: Class 11 contains 30939 members 
Mstep: Class 12 contains 28133 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 37421 members 
Mstep: Class 15 contains 14756 members 
Mstep: Class 16 contains 25885 members 
Mstep: Class 17 contains 33482 members 
Mstep: Class 18 contains 23183 members 
Mstep: Class 19 contains 355435 members 
Mstep: Class 20 contains 17115 members 
Mstep: Class 22 contains 81042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121826984.000000 Penalty: 72133.554688
Iteration 1F: 22 clusters Score -1.21827e+08 nChanged 365422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1839 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 92566 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 60405 members 
Mstep: Class 7 contains 53023 members 
Mstep: Class 8 contains 25535 members 
Mstep: Class 9 contains 34213 members 
Mstep: Class 10 contains 13707 members 
Mstep: Class 11 contains 24014 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 38298 members 
Mstep: Class 15 contains 12149 members 
Mstep: Class 16 contains 21409 members 
Mstep: Class 17 contains 25871 members 
Mstep: Class 18 contains 18569 members 
Mstep: Class 19 contains 422540 members 
Mstep: Class 20 contains 18173 members 
Mstep: Class 22 contains 84852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122481512.000000 Penalty: 72133.554688
Iteration 2F: 22 clusters Score -1.224815e+08 nChanged 277954
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 99690 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 6 contains 86018 members 
Mstep: Class 7 contains 41362 members 
Mstep: Class 8 contains 28147 members 
Mstep: Class 9 contains 21119 members 
Mstep: Class 10 contains 23708 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 21176 members 
Mstep: Class 13 contains 7889 members 
Mstep: Class 14 contains 52332 members 
Mstep: Class 15 contains 10225 members 
Mstep: Class 16 contains 28867 members 
Mstep: Class 17 contains 19059 members 
Mstep: Class 18 contains 18383 members 
Mstep: Class 19 contains 374723 members 
Mstep: Class 20 contains 25693 members 
Mstep: Class 22 contains 94224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123195088.000000 Penalty: 72133.554688
Iteration 3F: 22 clusters Score -1.231951e+08 nChanged 193065
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 87452 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 96641 members 
Mstep: Class 7 contains 32689 members 
Mstep: Class 8 contains 36531 members 
Mstep: Class 9 contains 13177 members 
Mstep: Class 10 contains 34212 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 8513 members 
Mstep: Class 14 contains 57571 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 36751 members 
Mstep: Class 17 contains 12326 members 
Mstep: Class 18 contains 14607 members 
Mstep: Class 19 contains 374703 members 
Mstep: Class 20 contains 29285 members 
Mstep: Class 22 contains 95139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123497336.000000 Penalty: 72133.554688
Iteration 4F: 22 clusters Score -1.234973e+08 nChanged 139927
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 7664 members 
Mstep: Class 4 contains 75192 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 98107 members 
Mstep: Class 7 contains 27632 members 
Mstep: Class 8 contains 49480 members 
Mstep: Class 9 contains 10573 members 
Mstep: Class 10 contains 39391 members 
Mstep: Class 11 contains 29118 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 9127 members 
Mstep: Class 14 contains 57983 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 38339 members 
Mstep: Class 17 contains 8193 members 
Mstep: Class 18 contains 10251 members 
Mstep: Class 19 contains 387411 members 
Mstep: Class 20 contains 28878 members 
Mstep: Class 22 contains 94295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123605472.000000 Penalty: 72133.554688
Iteration 5F: 22 clusters Score -1.236055e+08 nChanged 97854
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 8250 members 
Mstep: Class 4 contains 69070 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 98268 members 
Mstep: Class 7 contains 23737 members 
Mstep: Class 8 contains 60259 members 
Mstep: Class 9 contains 9844 members 
Mstep: Class 10 contains 41490 members 
Mstep: Class 11 contains 33042 members 
Mstep: Class 12 contains 20679 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 60087 members 
Mstep: Class 15 contains 8079 members 
Mstep: Class 16 contains 38377 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 19 contains 391303 members 
Mstep: Class 20 contains 27412 members 
Mstep: Class 22 contains 93862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123686080.000000 Penalty: 72133.554688
Iteration 6F: 22 clusters Score -1.236861e+08 nChanged 75239
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 66174 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 97993 members 
Mstep: Class 7 contains 20365 members 
Mstep: Class 8 contains 67989 members 
Mstep: Class 9 contains 9864 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 20487 members 
Mstep: Class 13 contains 9603 members 
Mstep: Class 14 contains 64050 members 
Mstep: Class 15 contains 7387 members 
Mstep: Class 16 contains 42054 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 5009 members 
Mstep: Class 19 contains 390032 members 
Mstep: Class 20 contains 26314 members 
Mstep: Class 22 contains 92473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123754064.000000 Penalty: 72133.554688
Iteration 7F: 22 clusters Score -1.237541e+08 nChanged 62478
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 64799 members 
Mstep: Class 5 contains 11381 members 
Mstep: Class 6 contains 97588 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 73612 members 
Mstep: Class 9 contains 9963 members 
Mstep: Class 10 contains 36973 members 
Mstep: Class 11 contains 35837 members 
Mstep: Class 12 contains 20283 members 
Mstep: Class 13 contains 9827 members 
Mstep: Class 14 contains 69202 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 47588 members 
Mstep: Class 17 contains 4381 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 385643 members 
Mstep: Class 20 contains 25653 members 
Mstep: Class 22 contains 90319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123803184.000000 Penalty: 72133.554688
Iteration 8F: 22 clusters Score -1.238032e+08 nChanged 50964
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 9665 members 
Mstep: Class 4 contains 64665 members 
Mstep: Class 5 contains 14639 members 
Mstep: Class 6 contains 96926 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 77990 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 35330 members 
Mstep: Class 11 contains 36182 members 
Mstep: Class 12 contains 20157 members 
Mstep: Class 13 contains 10105 members 
Mstep: Class 14 contains 74743 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 51031 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 379664 members 
Mstep: Class 20 contains 25158 members 
Mstep: Class 22 contains 87370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123844536.000000 Penalty: 72133.554688
Iteration 9Q: 22 clusters Score -1.238445e+08 nChanged 42958
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 65579 members 
Mstep: Class 5 contains 17887 members 
Mstep: Class 6 contains 95806 members 
Mstep: Class 7 contains 13978 members 
Mstep: Class 8 contains 81788 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 10 contains 34394 members 
Mstep: Class 11 contains 36442 members 
Mstep: Class 12 contains 20011 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 79986 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 53064 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 372996 members 
Mstep: Class 20 contains 24835 members 
Mstep: Class 22 contains 83951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123878424.000000 Penalty: 72133.554688
Iteration 10Q: 22 clusters Score -1.238784e+08 nChanged 37384
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 9990 members 
Mstep: Class 4 contains 67917 members 
Mstep: Class 5 contains 21007 members 
Mstep: Class 6 contains 94254 members 
Mstep: Class 7 contains 12708 members 
Mstep: Class 8 contains 85186 members 
Mstep: Class 9 contains 10149 members 
Mstep: Class 10 contains 33737 members 
Mstep: Class 11 contains 36634 members 
Mstep: Class 12 contains 19812 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 84563 members 
Mstep: Class 15 contains 5920 members 
Mstep: Class 16 contains 54289 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 366001 members 
Mstep: Class 20 contains 24694 members 
Mstep: Class 22 contains 80185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123906496.000000 Penalty: 72133.554688
Iteration 11Q: 22 clusters Score -1.239065e+08 nChanged 33572
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 72116 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 92247 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 88531 members 
Mstep: Class 9 contains 10300 members 
Mstep: Class 10 contains 33251 members 
Mstep: Class 11 contains 36847 members 
Mstep: Class 12 contains 19589 members 
Mstep: Class 13 contains 11034 members 
Mstep: Class 14 contains 88234 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 16 contains 54996 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 358642 members 
Mstep: Class 20 contains 24659 members 
Mstep: Class 22 contains 76395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123932744.000000 Penalty: 72133.554688
Iteration 12Q: 22 clusters Score -1.239327e+08 nChanged 31711
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 78169 members 
Mstep: Class 5 contains 26313 members 
Mstep: Class 6 contains 89965 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 91902 members 
Mstep: Class 9 contains 10446 members 
Mstep: Class 10 contains 32887 members 
Mstep: Class 11 contains 36981 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 90860 members 
Mstep: Class 15 contains 5983 members 
Mstep: Class 16 contains 55354 members 
Mstep: Class 17 contains 5325 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 351123 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 22 contains 72623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123957720.000000 Penalty: 72133.554688
Iteration 13Q: 22 clusters Score -1.239577e+08 nChanged 30765
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 9391 members 
Mstep: Class 4 contains 85923 members 
Mstep: Class 5 contains 28360 members 
Mstep: Class 6 contains 87346 members 
Mstep: Class 7 contains 9732 members 
Mstep: Class 8 contains 95409 members 
Mstep: Class 9 contains 10662 members 
Mstep: Class 10 contains 32620 members 
Mstep: Class 11 contains 37094 members 
Mstep: Class 12 contains 19119 members 
Mstep: Class 13 contains 11635 members 
Mstep: Class 14 contains 92513 members 
Mstep: Class 15 contains 6007 members 
Mstep: Class 16 contains 55546 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 19 contains 343226 members 
Mstep: Class 20 contains 24670 members 
Mstep: Class 22 contains 68981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123981232.000000 Penalty: 72133.554688
Iteration 14Q: 22 clusters Score -1.239812e+08 nChanged 30077
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 95005 members 
Mstep: Class 5 contains 29997 members 
Mstep: Class 6 contains 84275 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 99222 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 32436 members 
Mstep: Class 11 contains 37199 members 
Mstep: Class 12 contains 18872 members 
Mstep: Class 13 contains 11885 members 
Mstep: Class 14 contains 93077 members 
Mstep: Class 15 contains 6012 members 
Mstep: Class 16 contains 55636 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 335365 members 
Mstep: Class 20 contains 24707 members 
Mstep: Class 22 contains 65630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124002008.000000 Penalty: 72133.554688
Iteration 15Q: 22 clusters Score -1.24002e+08 nChanged 29361
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 8520 members 
Mstep: Class 4 contains 105252 members 
Mstep: Class 5 contains 31361 members 
Mstep: Class 6 contains 80809 members 
Mstep: Class 7 contains 8318 members 
Mstep: Class 8 contains 103268 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 32258 members 
Mstep: Class 11 contains 37299 members 
Mstep: Class 12 contains 18611 members 
Mstep: Class 13 contains 12118 members 
Mstep: Class 14 contains 92864 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 16 contains 55639 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 327219 members 
Mstep: Class 20 contains 24750 members 
Mstep: Class 22 contains 62511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124020592.000000 Penalty: 72133.554688
Iteration 16Q: 22 clusters Score -1.240206e+08 nChanged 28623
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 116169 members 
Mstep: Class 5 contains 32335 members 
Mstep: Class 6 contains 77027 members 
Mstep: Class 7 contains 7798 members 
Mstep: Class 8 contains 107550 members 
Mstep: Class 9 contains 11660 members 
Mstep: Class 10 contains 32142 members 
Mstep: Class 11 contains 37389 members 
Mstep: Class 12 contains 18292 members 
Mstep: Class 13 contains 12321 members 
Mstep: Class 14 contains 92031 members 
Mstep: Class 15 contains 5981 members 
Mstep: Class 16 contains 55622 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 19 contains 318934 members 
Mstep: Class 20 contains 24786 members 
Mstep: Class 22 contains 59847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124034360.000000 Penalty: 72133.554688
Iteration 17Q: 22 clusters Score -1.240344e+08 nChanged 27431
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 127237 members 
Mstep: Class 5 contains 33014 members 
Mstep: Class 6 contains 73044 members 
Mstep: Class 7 contains 7454 members 
Mstep: Class 8 contains 112072 members 
Mstep: Class 9 contains 12103 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 37442 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 12478 members 
Mstep: Class 14 contains 90702 members 
Mstep: Class 15 contains 5984 members 
Mstep: Class 16 contains 55605 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 310702 members 
Mstep: Class 20 contains 24832 members 
Mstep: Class 22 contains 57634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124052480.000000 Penalty: 72133.554688
Iteration 18Q: 22 clusters Score -1.240525e+08 nChanged 25718
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 6787 members 
Mstep: Class 4 contains 137921 members 
Mstep: Class 5 contains 33261 members 
Mstep: Class 6 contains 68664 members 
Mstep: Class 7 contains 7162 members 
Mstep: Class 8 contains 116988 members 
Mstep: Class 9 contains 12519 members 
Mstep: Class 10 contains 31915 members 
Mstep: Class 11 contains 37523 members 
Mstep: Class 12 contains 17637 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 14 contains 89210 members 
Mstep: Class 15 contains 5973 members 
Mstep: Class 16 contains 55603 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 303124 members 
Mstep: Class 20 contains 24865 members 
Mstep: Class 22 contains 55747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124067600.000000 Penalty: 72133.554688
Iteration 19Q: 22 clusters Score -1.240676e+08 nChanged 23821
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 147799 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 64087 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 122054 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 10 contains 31833 members 
Mstep: Class 11 contains 37600 members 
Mstep: Class 12 contains 17354 members 
Mstep: Class 13 contains 12652 members 
Mstep: Class 14 contains 87742 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 16 contains 55590 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 296261 members 
Mstep: Class 20 contains 24881 members 
Mstep: Class 22 contains 54143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124078336.000000 Penalty: 72133.554688
Iteration 20F: 22 clusters Score -1.240783e+08 nChanged 24887
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 159683 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 59634 members 
Mstep: Class 7 contains 6683 members 
Mstep: Class 8 contains 126974 members 
Mstep: Class 9 contains 13343 members 
Mstep: Class 10 contains 31781 members 
Mstep: Class 11 contains 37708 members 
Mstep: Class 12 contains 17002 members 
Mstep: Class 13 contains 12684 members 
Mstep: Class 14 contains 86192 members 
Mstep: Class 15 contains 5962 members 
Mstep: Class 16 contains 55544 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 287523 members 
Mstep: Class 20 contains 24878 members 
Mstep: Class 22 contains 52586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124086344.000000 Penalty: 72133.554688
Iteration 21Q: 22 clusters Score -1.240863e+08 nChanged 25242
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 171602 members 
Mstep: Class 5 contains 32800 members 
Mstep: Class 6 contains 55349 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 8 contains 131779 members 
Mstep: Class 9 contains 13797 members 
Mstep: Class 10 contains 31763 members 
Mstep: Class 11 contains 37820 members 
Mstep: Class 12 contains 16662 members 
Mstep: Class 13 contains 12708 members 
Mstep: Class 14 contains 84699 members 
Mstep: Class 15 contains 5955 members 
Mstep: Class 16 contains 55505 members 
Mstep: Class 17 contains 8337 members 
Mstep: Class 18 contains 3727 members 
Mstep: Class 19 contains 278044 members 
Mstep: Class 20 contains 24889 members 
Mstep: Class 22 contains 51450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124095640.000000 Penalty: 72133.554688
Iteration 22Q: 22 clusters Score -1.240956e+08 nChanged 25412
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 4897 members 
Mstep: Class 4 contains 184257 members 
Mstep: Class 5 contains 32422 members 
Mstep: Class 6 contains 51325 members 
Mstep: Class 7 contains 6403 members 
Mstep: Class 8 contains 136329 members 
Mstep: Class 9 contains 14236 members 
Mstep: Class 10 contains 31774 members 
Mstep: Class 11 contains 37923 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 12697 members 
Mstep: Class 14 contains 83609 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 55458 members 
Mstep: Class 17 contains 8495 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 267218 members 
Mstep: Class 20 contains 24914 members 
Mstep: Class 22 contains 50624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124102752.000000 Penalty: 72133.554688
Iteration 23Q: 22 clusters Score -1.241028e+08 nChanged 25729
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 197550 members 
Mstep: Class 5 contains 32076 members 
Mstep: Class 6 contains 47629 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 140581 members 
Mstep: Class 9 contains 14548 members 
Mstep: Class 10 contains 31803 members 
Mstep: Class 11 contains 38009 members 
Mstep: Class 12 contains 16012 members 
Mstep: Class 13 contains 12642 members 
Mstep: Class 14 contains 83047 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 55413 members 
Mstep: Class 17 contains 8608 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 255107 members 
Mstep: Class 20 contains 24917 members 
Mstep: Class 22 contains 49918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124111152.000000 Penalty: 72133.554688
Iteration 24Q: 22 clusters Score -1.241112e+08 nChanged 25205
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 210558 members 
Mstep: Class 5 contains 31655 members 
Mstep: Class 6 contains 44138 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 144547 members 
Mstep: Class 9 contains 14811 members 
Mstep: Class 10 contains 31826 members 
Mstep: Class 11 contains 38110 members 
Mstep: Class 12 contains 15725 members 
Mstep: Class 13 contains 12603 members 
Mstep: Class 14 contains 82974 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 16 contains 55369 members 
Mstep: Class 17 contains 8715 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 242700 members 
Mstep: Class 20 contains 24897 members 
Mstep: Class 22 contains 49392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124118280.000000 Penalty: 72133.554688
Iteration 25Q: 22 clusters Score -1.241183e+08 nChanged 23984
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 222343 members 
Mstep: Class 5 contains 31215 members 
Mstep: Class 6 contains 41124 members 
Mstep: Class 7 contains 6054 members 
Mstep: Class 8 contains 147994 members 
Mstep: Class 9 contains 15061 members 
Mstep: Class 10 contains 31835 members 
Mstep: Class 11 contains 38181 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 83458 members 
Mstep: Class 15 contains 5931 members 
Mstep: Class 16 contains 55331 members 
Mstep: Class 17 contains 8839 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 230872 members 
Mstep: Class 20 contains 24881 members 
Mstep: Class 22 contains 48962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124122968.000000 Penalty: 72133.554688
Iteration 26Q: 22 clusters Score -1.24123e+08 nChanged 21708
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 232056 members 
Mstep: Class 5 contains 30685 members 
Mstep: Class 6 contains 38340 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 151022 members 
Mstep: Class 9 contains 15288 members 
Mstep: Class 10 contains 31849 members 
Mstep: Class 11 contains 38226 members 
Mstep: Class 12 contains 15107 members 
Mstep: Class 13 contains 12540 members 
Mstep: Class 14 contains 84363 members 
Mstep: Class 15 contains 5929 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 8927 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 220776 members 
Mstep: Class 20 contains 24854 members 
Mstep: Class 22 contains 48654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124126416.000000 Penalty: 72133.554688
Iteration 27Q: 22 clusters Score -1.241264e+08 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 239529 members 
Mstep: Class 5 contains 30024 members 
Mstep: Class 6 contains 35925 members 
Mstep: Class 7 contains 5979 members 
Mstep: Class 8 contains 153570 members 
Mstep: Class 9 contains 15548 members 
Mstep: Class 10 contains 31847 members 
Mstep: Class 11 contains 38244 members 
Mstep: Class 12 contains 14820 members 
Mstep: Class 13 contains 12518 members 
Mstep: Class 14 contains 85415 members 
Mstep: Class 15 contains 5939 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 9007 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 212935 members 
Mstep: Class 20 contains 24818 members 
Mstep: Class 22 contains 48399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124128184.000000 Penalty: 72133.554688
Iteration 28Q: 22 clusters Score -1.241282e+08 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 3723 members 
Mstep: Class 4 contains 244712 members 
Mstep: Class 5 contains 29309 members 
Mstep: Class 6 contains 33807 members 
Mstep: Class 7 contains 5967 members 
Mstep: Class 8 contains 155747 members 
Mstep: Class 9 contains 15777 members 
Mstep: Class 10 contains 31819 members 
Mstep: Class 11 contains 38236 members 
Mstep: Class 12 contains 14566 members 
Mstep: Class 13 contains 12493 members 
Mstep: Class 14 contains 86438 members 
Mstep: Class 15 contains 5939 members 
Mstep: Class 16 contains 55235 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 4551 members 
Mstep: Class 19 contains 207460 members 
Mstep: Class 20 contains 24762 members 
Mstep: Class 22 contains 48243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124128536.000000 Penalty: 72133.554688
Iteration 29Q: 22 clusters Score -1.241285e+08 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 248015 members 
Mstep: Class 5 contains 28504 members 
Mstep: Class 6 contains 32012 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 157568 members 
Mstep: Class 9 contains 15980 members 
Mstep: Class 10 contains 31814 members 
Mstep: Class 11 contains 38209 members 
Mstep: Class 12 contains 14304 members 
Mstep: Class 13 contains 12459 members 
Mstep: Class 14 contains 87619 members 
Mstep: Class 15 contains 5932 members 
Mstep: Class 16 contains 55196 members 
Mstep: Class 17 contains 9165 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 203894 members 
Mstep: Class 20 contains 24717 members 
Mstep: Class 22 contains 48109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124129360.000000 Penalty: 72133.554688
Iteration 30Q: 22 clusters Score -1.241294e+08 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 3554 members 
Mstep: Class 4 contains 249912 members 
Mstep: Class 5 contains 27686 members 
Mstep: Class 6 contains 30455 members 
Mstep: Class 7 contains 6005 members 
Mstep: Class 8 contains 159135 members 
Mstep: Class 9 contains 16173 members 
Mstep: Class 10 contains 31813 members 
Mstep: Class 11 contains 38164 members 
Mstep: Class 12 contains 14076 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 88784 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 16 contains 55179 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 4683 members 
Mstep: Class 19 contains 201691 members 
Mstep: Class 20 contains 24673 members 
Mstep: Class 22 contains 47998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124130416.000000 Penalty: 72133.554688
Iteration 31Q: 22 clusters Score -1.241304e+08 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2615 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 250859 members 
Mstep: Class 5 contains 26831 members 
Mstep: Class 6 contains 29088 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 160443 members 
Mstep: Class 9 contains 16363 members 
Mstep: Class 10 contains 31802 members 
Mstep: Class 11 contains 38139 members 
Mstep: Class 12 contains 13857 members 
Mstep: Class 13 contains 12378 members 
Mstep: Class 14 contains 89961 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 55163 members 
Mstep: Class 17 contains 9297 members 
Mstep: Class 18 contains 4722 members 
Mstep: Class 19 contains 200495 members 
Mstep: Class 20 contains 24622 members 
Mstep: Class 22 contains 47901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124131824.000000 Penalty: 72133.554688
Iteration 32Q: 22 clusters Score -1.241318e+08 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 251216 members 
Mstep: Class 5 contains 25947 members 
Mstep: Class 6 contains 27915 members 
Mstep: Class 7 contains 6106 members 
Mstep: Class 8 contains 161470 members 
Mstep: Class 9 contains 16558 members 
Mstep: Class 10 contains 31795 members 
Mstep: Class 11 contains 38096 members 
Mstep: Class 12 contains 13670 members 
Mstep: Class 13 contains 12343 members 
Mstep: Class 14 contains 91126 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 16 contains 55155 members 
Mstep: Class 17 contains 9378 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 199955 members 
Mstep: Class 20 contains 24545 members 
Mstep: Class 22 contains 47780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124133496.000000 Penalty: 72133.554688
Iteration 33Q: 22 clusters Score -1.241335e+08 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2615 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 251153 members 
Mstep: Class 5 contains 25095 members 
Mstep: Class 6 contains 26902 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 162341 members 
Mstep: Class 9 contains 16754 members 
Mstep: Class 10 contains 31786 members 
Mstep: Class 11 contains 38039 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 12299 members 
Mstep: Class 14 contains 92317 members 
Mstep: Class 15 contains 5960 members 
Mstep: Class 16 contains 55146 members 
Mstep: Class 17 contains 9457 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 199811 members 
Mstep: Class 20 contains 24463 members 
Mstep: Class 22 contains 47660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124134568.000000 Penalty: 72133.554688
Iteration 34Q: 22 clusters Score -1.241346e+08 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 250794 members 
Mstep: Class 5 contains 24311 members 
Mstep: Class 6 contains 26117 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 163012 members 
Mstep: Class 9 contains 16906 members 
Mstep: Class 10 contains 31774 members 
Mstep: Class 11 contains 37971 members 
Mstep: Class 12 contains 13430 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 93536 members 
Mstep: Class 15 contains 5972 members 
Mstep: Class 16 contains 55135 members 
Mstep: Class 17 contains 9526 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 199880 members 
Mstep: Class 20 contains 24357 members 
Mstep: Class 22 contains 47534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124134888.000000 Penalty: 72133.554688
Iteration 35Q: 22 clusters Score -1.241349e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 250173 members 
Mstep: Class 5 contains 23565 members 
Mstep: Class 6 contains 25408 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 163574 members 
Mstep: Class 9 contains 17057 members 
Mstep: Class 10 contains 31768 members 
Mstep: Class 11 contains 37910 members 
Mstep: Class 12 contains 13365 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 94887 members 
Mstep: Class 15 contains 5986 members 
Mstep: Class 16 contains 55126 members 
Mstep: Class 17 contains 9581 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 200093 members 
Mstep: Class 20 contains 24230 members 
Mstep: Class 22 contains 47403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124135968.000000 Penalty: 72133.554688
Iteration 36Q: 22 clusters Score -1.24136e+08 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 249407 members 
Mstep: Class 5 contains 22882 members 
Mstep: Class 6 contains 24799 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 164031 members 
Mstep: Class 9 contains 17190 members 
Mstep: Class 10 contains 31769 members 
Mstep: Class 11 contains 37855 members 
Mstep: Class 12 contains 13297 members 
Mstep: Class 13 contains 12172 members 
Mstep: Class 14 contains 96283 members 
Mstep: Class 15 contains 6001 members 
Mstep: Class 16 contains 55126 members 
Mstep: Class 17 contains 9605 members 
Mstep: Class 18 contains 4814 members 
Mstep: Class 19 contains 200374 members 
Mstep: Class 20 contains 24101 members 
Mstep: Class 22 contains 47235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124136784.000000 Penalty: 72133.554688
Iteration 37Q: 22 clusters Score -1.241368e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 248598 members 
Mstep: Class 5 contains 22252 members 
Mstep: Class 6 contains 24237 members 
Mstep: Class 7 contains 6562 members 
Mstep: Class 8 contains 164403 members 
Mstep: Class 9 contains 17322 members 
Mstep: Class 10 contains 31765 members 
Mstep: Class 11 contains 37794 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 12164 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 6005 members 
Mstep: Class 16 contains 55120 members 
Mstep: Class 17 contains 9627 members 
Mstep: Class 18 contains 4825 members 
Mstep: Class 19 contains 200599 members 
Mstep: Class 20 contains 23956 members 
Mstep: Class 22 contains 47107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124137592.000000 Penalty: 72133.554688
Iteration 38Q: 22 clusters Score -1.241376e+08 nChanged 4516
Entering ConstructFrom: 
Score: -124137592.000000 Penalty: 72133.554688
Entering ConstructFrom: 
Trying to split cluster 1 (6124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Entering Unmasked Estep 
Score: -782384.062500 Penalty: 2162.552734
	Iteration 0F: 2 clusters Score -782384.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -777156.062500 Penalty: 4325.105469
	Iteration 0F: 3 clusters Score -777156.1 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -778482.375000 Penalty: 4325.105469
	Iteration 1F: 3 clusters Score -778482.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -778691.000000 Penalty: 4325.105469
	Iteration 2F: 3 clusters Score -778691 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -778839.687500 Penalty: 4325.105469
	Iteration 3F: 3 clusters Score -778839.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -778940.812500 Penalty: 4325.105469
	Iteration 4Q: 3 clusters Score -778940.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -779014.875000 Penalty: 4325.105469
	Iteration 5Q: 3 clusters Score -779014.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -779080.687500 Penalty: 4325.105469
	Iteration 6Q: 3 clusters Score -779080.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -779138.562500 Penalty: 4325.105469
	Iteration 7Q: 3 clusters Score -779138.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -779192.937500 Penalty: 4325.105469
	Iteration 8Q: 3 clusters Score -779192.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -779240.500000 Penalty: 4325.105469
	Iteration 9Q: 3 clusters Score -779240.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -779284.375000 Penalty: 4325.105469
	Iteration 10Q: 3 clusters Score -779284.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -779322.937500 Penalty: 4325.105469
	Iteration 11Q: 3 clusters Score -779322.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -779379.000000 Penalty: 4325.105469
	Iteration 12Q: 3 clusters Score -779379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -779454.750000 Penalty: 4325.105469
	Iteration 13Q: 3 clusters Score -779454.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -779539.437500 Penalty: 4325.105469
	Iteration 14Q: 3 clusters Score -779539.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -779618.562500 Penalty: 4325.105469
	Iteration 15Q: 3 clusters Score -779618.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -779690.625000 Penalty: 4325.105469
	Iteration 16Q: 3 clusters Score -779690.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -779774.937500 Penalty: 4325.105469
	Iteration 17Q: 3 clusters Score -779774.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -779863.187500 Penalty: 4325.105469
	Iteration 18Q: 3 clusters Score -779863.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -779940.625000 Penalty: 4325.105469
	Iteration 19Q: 3 clusters Score -779940.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -780016.375000 Penalty: 4325.105469
	Iteration 20F: 3 clusters Score -780016.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -780068.625000 Penalty: 4325.105469
	Iteration 21Q: 3 clusters Score -780068.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -780127.312500 Penalty: 4325.105469
	Iteration 22Q: 3 clusters Score -780127.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -780188.000000 Penalty: 4325.105469
	Iteration 23Q: 3 clusters Score -780188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -780239.812500 Penalty: 4325.105469
	Iteration 24Q: 3 clusters Score -780239.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -780271.562500 Penalty: 4325.105469
	Iteration 25Q: 3 clusters Score -780271.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -780307.500000 Penalty: 4325.105469
	Iteration 26Q: 3 clusters Score -780307.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -780346.812500 Penalty: 4325.105469
	Iteration 27Q: 3 clusters Score -780346.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -780377.250000 Penalty: 4325.105469
	Iteration 28Q: 3 clusters Score -780377.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -780398.687500 Penalty: 4325.105469
	Iteration 29Q: 3 clusters Score -780398.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -780410.437500 Penalty: 4325.105469
	Iteration 30Q: 3 clusters Score -780410.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -780424.250000 Penalty: 4325.105469
	Iteration 31Q: 3 clusters Score -780424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -780433.125000 Penalty: 4325.105469
	Iteration 32Q: 3 clusters Score -780433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -780438.875000 Penalty: 4325.105469
	Iteration 33Q: 3 clusters Score -780438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -780440.562500 Penalty: 4325.105469
	Iteration 34Q: 3 clusters Score -780440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -780446.875000 Penalty: 4325.105469
	Iteration 35Q: 3 clusters Score -780446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -780450.562500 Penalty: 4325.105469
	Iteration 36Q: 3 clusters Score -780450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -780450.562500 Penalty: 4325.105469
	Iteration 37F: 3 clusters Score -780450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -269524.625000 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -269524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -266686.593750 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -266686.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -269505.187500 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -269505.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -271700.093750 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -271700.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -273287.187500 Penalty: 3903.412842
	Iteration 3F: 3 clusters Score -273287.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -274357.000000 Penalty: 3903.412842
	Iteration 4F: 3 clusters Score -274357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -275083.625000 Penalty: 3903.412842
	Iteration 5Q: 3 clusters Score -275083.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -275384.406250 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -275384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -275480.843750 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -275480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -275494.406250 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -275494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -275499.281250 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -275499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -275500.875000 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -275500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -275501.531250 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -275501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -275502.812500 Penalty: 3903.412842
	Iteration 12F: 3 clusters Score -275502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -275505.500000 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -275505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -275512.562500 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -275512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -275520.875000 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -275520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -275525.656250 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -275525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -275526.312500 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -275526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -275526.312500 Penalty: 3903.412842
	Iteration 18F: 3 clusters Score -275526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 247825 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 23745 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 164702 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 37740 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 12158 members 
Mstep: Class 14 contains 99168 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 200723 members 
Mstep: Class 20 contains 23811 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 47006 members 
Entering Unmasked Estep 
Score: -124141944.000000 Penalty: 75568.484375
Splitting cluster 2 changes total score from -124137592.000000 to -124141944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -382663.375000 Penalty: 2012.352539
	Iteration 0F: 2 clusters Score -382663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -379201.937500 Penalty: 4024.705078
	Iteration 0F: 3 clusters Score -379201.9 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -380027.156250 Penalty: 4024.705078
	Iteration 1F: 3 clusters Score -380027.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -380362.937500 Penalty: 4024.705078
	Iteration 2F: 3 clusters Score -380362.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -380651.968750 Penalty: 4024.705078
	Iteration 3F: 3 clusters Score -380652 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380899.187500 Penalty: 4024.705078
	Iteration 4F: 3 clusters Score -380899.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -381053.218750 Penalty: 4024.705078
	Iteration 5F: 3 clusters Score -381053.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -381170.062500 Penalty: 4024.705078
	Iteration 6Q: 3 clusters Score -381170.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -381243.468750 Penalty: 4024.705078
	Iteration 7Q: 3 clusters Score -381243.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -381281.218750 Penalty: 4024.705078
	Iteration 8Q: 3 clusters Score -381281.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -381315.656250 Penalty: 4024.705078
	Iteration 9Q: 3 clusters Score -381315.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -381337.843750 Penalty: 4024.705078
	Iteration 10Q: 3 clusters Score -381337.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -381358.125000 Penalty: 4024.705078
	Iteration 11Q: 3 clusters Score -381358.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -381378.843750 Penalty: 4024.705078
	Iteration 12Q: 3 clusters Score -381378.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -381394.875000 Penalty: 4024.705078
	Iteration 13Q: 3 clusters Score -381394.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -381404.781250 Penalty: 4024.705078
	Iteration 14Q: 3 clusters Score -381404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -381414.375000 Penalty: 4024.705078
	Iteration 15Q: 3 clusters Score -381414.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -381422.093750 Penalty: 4024.705078
	Iteration 16Q: 3 clusters Score -381422.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -381430.218750 Penalty: 4024.705078
	Iteration 17Q: 3 clusters Score -381430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -381437.843750 Penalty: 4024.705078
	Iteration 18Q: 3 clusters Score -381437.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -381444.250000 Penalty: 4024.705078
	Iteration 19Q: 3 clusters Score -381444.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -381447.468750 Penalty: 4024.705078
	Iteration 20F: 3 clusters Score -381447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -381449.687500 Penalty: 4024.705078
	Iteration 21Q: 3 clusters Score -381449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -381452.937500 Penalty: 4024.705078
	Iteration 22Q: 3 clusters Score -381452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -381454.500000 Penalty: 4024.705078
	Iteration 23Q: 3 clusters Score -381454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -381455.250000 Penalty: 4024.705078
	Iteration 24Q: 3 clusters Score -381455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -381456.125000 Penalty: 4024.705078
	Iteration 25Q: 3 clusters Score -381456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -381457.031250 Penalty: 4024.705078
	Iteration 26Q: 3 clusters Score -381457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -381458.000000 Penalty: 4024.705078
	Iteration 27Q: 3 clusters Score -381458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -381459.312500 Penalty: 4024.705078
	Iteration 28Q: 3 clusters Score -381459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -381460.593750 Penalty: 4024.705078
	Iteration 29Q: 3 clusters Score -381460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -381462.750000 Penalty: 4024.705078
	Iteration 30Q: 3 clusters Score -381462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -381466.500000 Penalty: 4024.705078
	Iteration 31Q: 3 clusters Score -381466.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -381470.281250 Penalty: 4024.705078
	Iteration 32Q: 3 clusters Score -381470.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -381474.812500 Penalty: 4024.705078
	Iteration 33Q: 3 clusters Score -381474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -381475.625000 Penalty: 4024.705078
	Iteration 34Q: 3 clusters Score -381475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -381475.625000 Penalty: 4024.705078
	Iteration 35F: 3 clusters Score -381475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (247825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247825 members 
Entering Unmasked Estep 
Score: -30734590.000000 Penalty: 3080.278564
	Iteration 0F: 2 clusters Score -3.073459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 123809 members 
Entering Unmasked Estep 
Score: -30600220.000000 Penalty: 6160.557129
	Iteration 0F: 3 clusters Score -3.060022e+07 nChanged 119626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -30670966.000000 Penalty: 6160.557129
	Iteration 1F: 3 clusters Score -3.067097e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128261 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -30671788.000000 Penalty: 6160.557129
	Iteration 2Q: 3 clusters Score -3.067179e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -30672794.000000 Penalty: 6160.557129
	Iteration 3Q: 3 clusters Score -3.067279e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134894 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -30674384.000000 Penalty: 6160.557129
	Iteration 4Q: 3 clusters Score -3.067438e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141222 members 
Mstep: Class 2 contains 106603 members 
Entering Unmasked Estep 
Score: -30676662.000000 Penalty: 6160.557129
	Iteration 5Q: 3 clusters Score -3.067666e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -30681060.000000 Penalty: 6160.557129
	Iteration 6Q: 3 clusters Score -3.068106e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163967 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -30687888.000000 Penalty: 6160.557129
	Iteration 7F: 3 clusters Score -3.068789e+07 nChanged 18096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181573 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -30696502.000000 Penalty: 6160.557129
	Iteration 8F: 3 clusters Score -3.06965e+07 nChanged 19723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200960 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -30705814.000000 Penalty: 6160.557129
	Iteration 9F: 3 clusters Score -3.070581e+07 nChanged 17945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218767 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -30713688.000000 Penalty: 6160.557129
	Iteration 10F: 3 clusters Score -3.071369e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231521 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -30720318.000000 Penalty: 6160.557129
	Iteration 11F: 3 clusters Score -3.072032e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239427 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -30725468.000000 Penalty: 6160.557129
	Iteration 12Q: 3 clusters Score -3.072547e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243667 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -30728528.000000 Penalty: 6160.557129
	Iteration 13Q: 3 clusters Score -3.072853e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245755 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -30730234.000000 Penalty: 6160.557129
	Iteration 14Q: 3 clusters Score -3.073023e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246702 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -30731042.000000 Penalty: 6160.557129
	Iteration 15Q: 3 clusters Score -3.073104e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247084 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -30731394.000000 Penalty: 6160.557129
	Iteration 16Q: 3 clusters Score -3.073139e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247258 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -30731552.000000 Penalty: 6160.557129
	Iteration 17Q: 3 clusters Score -3.073155e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247327 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -30731642.000000 Penalty: 6160.557129
	Iteration 18Q: 3 clusters Score -3.073164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -30731674.000000 Penalty: 6160.557129
	Iteration 19Q: 3 clusters Score -3.073167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30731692.000000 Penalty: 6160.557129
	Iteration 20F: 3 clusters Score -3.073169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30731710.000000 Penalty: 6160.557129
	Iteration 21Q: 3 clusters Score -3.073171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -30731724.000000 Penalty: 6160.557129
	Iteration 22Q: 3 clusters Score -3.073172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247433 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30731712.000000 Penalty: 6160.557129
	Iteration 23Q: 3 clusters Score -3.073171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247439 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -30731750.000000 Penalty: 6160.557129
	Iteration 24Q: 3 clusters Score -3.073175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247437 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30731742.000000 Penalty: 6160.557129
	Iteration 25Q: 3 clusters Score -3.073174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247436 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30731738.000000 Penalty: 6160.557129
	Iteration 26Q: 3 clusters Score -3.073174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -30731750.000000 Penalty: 6160.557129
	Iteration 27Q: 3 clusters Score -3.073175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247441 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30731758.000000 Penalty: 6160.557129
	Iteration 28Q: 3 clusters Score -3.073176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247441 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30731752.000000 Penalty: 6160.557129
	Iteration 29Q: 3 clusters Score -3.073175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247443 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30731746.000000 Penalty: 6160.557129
	Iteration 30Q: 3 clusters Score -3.073175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247445 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -30731736.000000 Penalty: 6160.557129
	Iteration 31Q: 3 clusters Score -3.073174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247447 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30731740.000000 Penalty: 6160.557129
	Iteration 32Q: 3 clusters Score -3.073174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247449 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30731738.000000 Penalty: 6160.557129
	Iteration 33Q: 3 clusters Score -3.073174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30731754.000000 Penalty: 6160.557129
	Iteration 34Q: 3 clusters Score -3.073175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247456 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30731760.000000 Penalty: 6160.557129
	Iteration 35Q: 3 clusters Score -3.073176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247459 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -30731768.000000 Penalty: 6160.557129
	Iteration 36Q: 3 clusters Score -3.073177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247460 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30731766.000000 Penalty: 6160.557129
	Iteration 37Q: 3 clusters Score -3.073177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247461 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30731780.000000 Penalty: 6160.557129
	Iteration 38Q: 3 clusters Score -3.073178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247461 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30731786.000000 Penalty: 6160.557129
	Iteration 39Q: 3 clusters Score -3.073179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247461 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30731786.000000 Penalty: 6160.557129
	Iteration 40F: 3 clusters Score -3.073179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Entering Unmasked Estep 
Score: -2579949.250000 Penalty: 2476.319580
	Iteration 0F: 2 clusters Score -2579949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2564832.250000 Penalty: 4952.639160
	Iteration 0F: 3 clusters Score -2564832 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2570179.500000 Penalty: 4952.639160
	Iteration 1F: 3 clusters Score -2570180 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2570914.750000 Penalty: 4952.639160
	Iteration 2F: 3 clusters Score -2570915 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2571693.500000 Penalty: 4952.639160
	Iteration 3F: 3 clusters Score -2571694 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2572442.250000 Penalty: 4952.639160
	Iteration 4F: 3 clusters Score -2572442 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2573157.750000 Penalty: 4952.639160
	Iteration 5F: 3 clusters Score -2573158 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2573853.250000 Penalty: 4952.639160
	Iteration 6F: 3 clusters Score -2573853 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2574495.250000 Penalty: 4952.639160
	Iteration 7Q: 3 clusters Score -2574495 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2575139.250000 Penalty: 4952.639160
	Iteration 8Q: 3 clusters Score -2575139 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2575702.500000 Penalty: 4952.639160
	Iteration 9Q: 3 clusters Score -2575702 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2576152.000000 Penalty: 4952.639160
	Iteration 10Q: 3 clusters Score -2576152 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2576495.000000 Penalty: 4952.639160
	Iteration 11Q: 3 clusters Score -2576495 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2576725.250000 Penalty: 4952.639160
	Iteration 12Q: 3 clusters Score -2576725 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2576918.750000 Penalty: 4952.639160
	Iteration 13Q: 3 clusters Score -2576919 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2577048.000000 Penalty: 4952.639160
	Iteration 14Q: 3 clusters Score -2577048 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2577124.250000 Penalty: 4952.639160
	Iteration 15Q: 3 clusters Score -2577124 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2577198.000000 Penalty: 4952.639160
	Iteration 16Q: 3 clusters Score -2577198 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2577255.250000 Penalty: 4952.639160
	Iteration 17Q: 3 clusters Score -2577255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2577302.250000 Penalty: 4952.639160
	Iteration 18Q: 3 clusters Score -2577302 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2577353.500000 Penalty: 4952.639160
	Iteration 19Q: 3 clusters Score -2577354 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2577408.500000 Penalty: 4952.639160
	Iteration 20F: 3 clusters Score -2577408 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2577467.750000 Penalty: 4952.639160
	Iteration 21Q: 3 clusters Score -2577468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2577509.250000 Penalty: 4952.639160
	Iteration 22Q: 3 clusters Score -2577509 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2577567.250000 Penalty: 4952.639160
	Iteration 23Q: 3 clusters Score -2577567 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2577638.500000 Penalty: 4952.639160
	Iteration 24Q: 3 clusters Score -2577638 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2577671.000000 Penalty: 4952.639160
	Iteration 25Q: 3 clusters Score -2577671 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2577720.750000 Penalty: 4952.639160
	Iteration 26Q: 3 clusters Score -2577721 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2577757.500000 Penalty: 4952.639160
	Iteration 27Q: 3 clusters Score -2577758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2577793.250000 Penalty: 4952.639160
	Iteration 28Q: 3 clusters Score -2577793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2577833.250000 Penalty: 4952.639160
	Iteration 29Q: 3 clusters Score -2577833 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2577860.500000 Penalty: 4952.639160
	Iteration 30Q: 3 clusters Score -2577860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2577886.750000 Penalty: 4952.639160
	Iteration 31Q: 3 clusters Score -2577887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2577899.500000 Penalty: 4952.639160
	Iteration 32Q: 3 clusters Score -2577900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2577922.750000 Penalty: 4952.639160
	Iteration 33Q: 3 clusters Score -2577923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2577946.250000 Penalty: 4952.639160
	Iteration 34Q: 3 clusters Score -2577946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2577966.250000 Penalty: 4952.639160
	Iteration 35Q: 3 clusters Score -2577966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2577985.250000 Penalty: 4952.639160
	Iteration 36Q: 3 clusters Score -2577985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2577999.250000 Penalty: 4952.639160
	Iteration 37Q: 3 clusters Score -2577999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2578018.750000 Penalty: 4952.639160
	Iteration 38Q: 3 clusters Score -2578019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2578033.500000 Penalty: 4952.639160
	Iteration 39Q: 3 clusters Score -2578034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2578055.250000 Penalty: 4952.639160
	Iteration 40F: 3 clusters Score -2578055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2578076.000000 Penalty: 4952.639160
	Iteration 41Q: 3 clusters Score -2578076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2578106.000000 Penalty: 4952.639160
	Iteration 42Q: 3 clusters Score -2578106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2578111.250000 Penalty: 4952.639160
	Iteration 43Q: 3 clusters Score -2578111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2578127.500000 Penalty: 4952.639160
	Iteration 44Q: 3 clusters Score -2578128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2578141.500000 Penalty: 4952.639160
	Iteration 45Q: 3 clusters Score -2578142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2578156.750000 Penalty: 4952.639160
	Iteration 46Q: 3 clusters Score -2578157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2578170.750000 Penalty: 4952.639160
	Iteration 47Q: 3 clusters Score -2578171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2578188.250000 Penalty: 4952.639160
	Iteration 48Q: 3 clusters Score -2578188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2578204.000000 Penalty: 4952.639160
	Iteration 49Q: 3 clusters Score -2578204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2578210.750000 Penalty: 4952.639160
	Iteration 50Q: 3 clusters Score -2578211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2578214.500000 Penalty: 4952.639160
	Iteration 51Q: 3 clusters Score -2578214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2578212.750000 Penalty: 4952.639160
	Iteration 52Q: 3 clusters Score -2578213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2578211.500000 Penalty: 4952.639160
	Iteration 53Q: 3 clusters Score -2578212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2578221.750000 Penalty: 4952.639160
	Iteration 54Q: 3 clusters Score -2578222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2578224.250000 Penalty: 4952.639160
	Iteration 55Q: 3 clusters Score -2578224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2578224.500000 Penalty: 4952.639160
	Iteration 56Q: 3 clusters Score -2578224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2578228.250000 Penalty: 4952.639160
	Iteration 57Q: 3 clusters Score -2578228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2578228.750000 Penalty: 4952.639160
	Iteration 58Q: 3 clusters Score -2578229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2578230.750000 Penalty: 4952.639160
	Iteration 59Q: 3 clusters Score -2578231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2578228.750000 Penalty: 4952.639160
	Iteration 60F: 3 clusters Score -2578229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2578228.750000 Penalty: 4952.639160
	Iteration 61Q: 3 clusters Score -2578229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2578228.750000 Penalty: 4952.639160
	Iteration 62F: 3 clusters Score -2578229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Entering Unmasked Estep 
Score: -2784488.250000 Penalty: 2498.631592
	Iteration 0F: 2 clusters Score -2784488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2768011.000000 Penalty: 4997.263184
	Iteration 0F: 3 clusters Score -2768011 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2774023.250000 Penalty: 4997.263184
	Iteration 1F: 3 clusters Score -2774023 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2774659.500000 Penalty: 4997.263184
	Iteration 2F: 3 clusters Score -2774660 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2775315.500000 Penalty: 4997.263184
	Iteration 3F: 3 clusters Score -2775316 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2776006.500000 Penalty: 4997.263184
	Iteration 4F: 3 clusters Score -2776006 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2776833.000000 Penalty: 4997.263184
	Iteration 5F: 3 clusters Score -2776833 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2777735.000000 Penalty: 4997.263184
	Iteration 6F: 3 clusters Score -2777735 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2778697.250000 Penalty: 4997.263184
	Iteration 7F: 3 clusters Score -2778697 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2779660.500000 Penalty: 4997.263184
	Iteration 8F: 3 clusters Score -2779660 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2780449.000000 Penalty: 4997.263184
	Iteration 9Q: 3 clusters Score -2780449 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2781181.750000 Penalty: 4997.263184
	Iteration 10Q: 3 clusters Score -2781182 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2781833.000000 Penalty: 4997.263184
	Iteration 11Q: 3 clusters Score -2781833 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2782268.250000 Penalty: 4997.263184
	Iteration 12Q: 3 clusters Score -2782268 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2782546.750000 Penalty: 4997.263184
	Iteration 13Q: 3 clusters Score -2782547 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2782719.750000 Penalty: 4997.263184
	Iteration 14Q: 3 clusters Score -2782720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2782839.500000 Penalty: 4997.263184
	Iteration 15Q: 3 clusters Score -2782840 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2782968.250000 Penalty: 4997.263184
	Iteration 16Q: 3 clusters Score -2782968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2783068.250000 Penalty: 4997.263184
	Iteration 17Q: 3 clusters Score -2783068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2783144.000000 Penalty: 4997.263184
	Iteration 18Q: 3 clusters Score -2783144 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2783234.000000 Penalty: 4997.263184
	Iteration 19Q: 3 clusters Score -2783234 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2783325.750000 Penalty: 4997.263184
	Iteration 20F: 3 clusters Score -2783326 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2783466.250000 Penalty: 4997.263184
	Iteration 21Q: 3 clusters Score -2783466 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2783674.500000 Penalty: 4997.263184
	Iteration 22Q: 3 clusters Score -2783674 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2784048.750000 Penalty: 4997.263184
	Iteration 23Q: 3 clusters Score -2784049 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2784445.000000 Penalty: 4997.263184
	Iteration 24Q: 3 clusters Score -2784445 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2784680.250000 Penalty: 4997.263184
	Iteration 25Q: 3 clusters Score -2784680 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2784808.250000 Penalty: 4997.263184
	Iteration 26Q: 3 clusters Score -2784808 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2784891.000000 Penalty: 4997.263184
	Iteration 27Q: 3 clusters Score -2784891 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2784946.500000 Penalty: 4997.263184
	Iteration 28Q: 3 clusters Score -2784946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2784993.000000 Penalty: 4997.263184
	Iteration 29Q: 3 clusters Score -2784993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2785021.250000 Penalty: 4997.263184
	Iteration 30Q: 3 clusters Score -2785021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2785029.500000 Penalty: 4997.263184
	Iteration 31Q: 3 clusters Score -2785030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2785033.250000 Penalty: 4997.263184
	Iteration 32Q: 3 clusters Score -2785033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2785026.500000 Penalty: 4997.263184
	Iteration 33Q: 3 clusters Score -2785026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2785040.250000 Penalty: 4997.263184
	Iteration 34Q: 3 clusters Score -2785040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2785034.500000 Penalty: 4997.263184
	Iteration 35Q: 3 clusters Score -2785034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2785044.250000 Penalty: 4997.263184
	Iteration 36Q: 3 clusters Score -2785044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2785044.250000 Penalty: 4997.263184
	Iteration 37Q: 3 clusters Score -2785044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2785042.000000 Penalty: 4997.263184
	Iteration 38Q: 3 clusters Score -2785042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2785039.000000 Penalty: 4997.263184
	Iteration 39Q: 3 clusters Score -2785039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2785043.000000 Penalty: 4997.263184
	Iteration 40F: 3 clusters Score -2785043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2785045.750000 Penalty: 4997.263184
	Iteration 41Q: 3 clusters Score -2785046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2785045.250000 Penalty: 4997.263184
	Iteration 42Q: 3 clusters Score -2785045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2785043.250000 Penalty: 4997.263184
	Iteration 43Q: 3 clusters Score -2785043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2785043.000000 Penalty: 4997.263184
	Iteration 44Q: 3 clusters Score -2785043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2785043.500000 Penalty: 4997.263184
	Iteration 45Q: 3 clusters Score -2785044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2785041.250000 Penalty: 4997.263184
	Iteration 46Q: 3 clusters Score -2785041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2785043.750000 Penalty: 4997.263184
	Iteration 47Q: 3 clusters Score -2785044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2785043.750000 Penalty: 4997.263184
	Iteration 48F: 3 clusters Score -2785044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 247825 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 164702 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 37740 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 12158 members 
Mstep: Class 14 contains 99168 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 200723 members 
Mstep: Class 20 contains 23811 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 47006 members 
Mstep: Class 23 contains 3659 members 
Entering Unmasked Estep 
Score: -124141592.000000 Penalty: 79003.414062
Splitting cluster 6 changes total score from -124137592.000000 to -124141592.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -785004.000000 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -785004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -779465.562500 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -779465.6 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -781004.687500 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -781004.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -781347.062500 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -781347.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -781594.625000 Penalty: 4366.647461
	Iteration 3F: 3 clusters Score -781594.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -781819.750000 Penalty: 4366.647461
	Iteration 4F: 3 clusters Score -781819.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -782068.312500 Penalty: 4366.647461
	Iteration 5F: 3 clusters Score -782068.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -782382.312500 Penalty: 4366.647461
	Iteration 6Q: 3 clusters Score -782382.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -782688.812500 Penalty: 4366.647461
	Iteration 7F: 3 clusters Score -782688.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -782915.437500 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -782915.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -783071.875000 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -783071.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -783183.500000 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -783183.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -783264.812500 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -783264.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -783333.000000 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -783333 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -783386.437500 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -783386.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -783419.875000 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -783419.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -783438.437500 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -783438.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -783452.500000 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -783452.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -783471.187500 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -783471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -783486.750000 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -783486.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -783495.125000 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -783495.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -783503.125000 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -783503.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -783513.312500 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -783513.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -783518.750000 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -783518.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -783526.062500 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -783526.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -783538.437500 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -783538.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -783543.750000 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -783543.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -783549.625000 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -783549.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -783554.125000 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -783554.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -783559.625000 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -783559.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -783561.187500 Penalty: 4366.647461
	Iteration 29Q: 3 clusters Score -783561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -783566.000000 Penalty: 4366.647461
	Iteration 30Q: 3 clusters Score -783566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -783567.812500 Penalty: 4366.647461
	Iteration 31Q: 3 clusters Score -783567.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -783571.250000 Penalty: 4366.647461
	Iteration 32Q: 3 clusters Score -783571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -783571.250000 Penalty: 4366.647461
	Iteration 33Q: 3 clusters Score -783571.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -783575.500000 Penalty: 4366.647461
	Iteration 34Q: 3 clusters Score -783575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -783575.187500 Penalty: 4366.647461
	Iteration 35Q: 3 clusters Score -783575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -783577.562500 Penalty: 4366.647461
	Iteration 36Q: 3 clusters Score -783577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -783578.062500 Penalty: 4366.647461
	Iteration 37Q: 3 clusters Score -783578.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -783579.625000 Penalty: 4366.647461
	Iteration 38Q: 3 clusters Score -783579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -783580.125000 Penalty: 4366.647461
	Iteration 39Q: 3 clusters Score -783580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -783581.937500 Penalty: 4366.647461
	Iteration 40F: 3 clusters Score -783581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -783582.500000 Penalty: 4366.647461
	Iteration 41Q: 3 clusters Score -783582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -783584.375000 Penalty: 4366.647461
	Iteration 42Q: 3 clusters Score -783584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -783584.375000 Penalty: 4366.647461
	Iteration 43F: 3 clusters Score -783584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (164702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Entering Unmasked Estep 
Score: -20089706.000000 Penalty: 2978.949463
	Iteration 0F: 2 clusters Score -2.008971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -19980240.000000 Penalty: 5957.898926
	Iteration 0F: 3 clusters Score -1.998024e+07 nChanged 78739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -20026988.000000 Penalty: 5957.898926
	Iteration 1F: 3 clusters Score -2.002699e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -20029542.000000 Penalty: 5957.898926
	Iteration 2Q: 3 clusters Score -2.002954e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -20033984.000000 Penalty: 5957.898926
	Iteration 3F: 3 clusters Score -2.003398e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -20041150.000000 Penalty: 5957.898926
	Iteration 4F: 3 clusters Score -2.004115e+07 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121318 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -20052016.000000 Penalty: 5957.898926
	Iteration 5F: 3 clusters Score -2.005202e+07 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134012 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -20063612.000000 Penalty: 5957.898926
	Iteration 6F: 3 clusters Score -2.006361e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -20073394.000000 Penalty: 5957.898926
	Iteration 7F: 3 clusters Score -2.007339e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -20079968.000000 Penalty: 5957.898926
	Iteration 8Q: 3 clusters Score -2.007997e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -20083534.000000 Penalty: 5957.898926
	Iteration 9Q: 3 clusters Score -2.008353e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160767 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -20085304.000000 Penalty: 5957.898926
	Iteration 10Q: 3 clusters Score -2.00853e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162307 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -20086246.000000 Penalty: 5957.898926
	Iteration 11Q: 3 clusters Score -2.008625e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -20086784.000000 Penalty: 5957.898926
	Iteration 12Q: 3 clusters Score -2.008678e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20086996.000000 Penalty: 5957.898926
	Iteration 13Q: 3 clusters Score -2.0087e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -20087176.000000 Penalty: 5957.898926
	Iteration 14Q: 3 clusters Score -2.008718e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20087302.000000 Penalty: 5957.898926
	Iteration 15Q: 3 clusters Score -2.00873e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20087364.000000 Penalty: 5957.898926
	Iteration 16Q: 3 clusters Score -2.008736e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163871 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20087402.000000 Penalty: 5957.898926
	Iteration 17Q: 3 clusters Score -2.00874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -20087438.000000 Penalty: 5957.898926
	Iteration 18Q: 3 clusters Score -2.008744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163931 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -20087482.000000 Penalty: 5957.898926
	Iteration 19Q: 3 clusters Score -2.008748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 5957.898926
	Iteration 20F: 3 clusters Score -2.008747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163967 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20087496.000000 Penalty: 5957.898926
	Iteration 21Q: 3 clusters Score -2.00875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163969 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20087482.000000 Penalty: 5957.898926
	Iteration 22Q: 3 clusters Score -2.008748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20087498.000000 Penalty: 5957.898926
	Iteration 23Q: 3 clusters Score -2.00875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163979 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -20087510.000000 Penalty: 5957.898926
	Iteration 24Q: 3 clusters Score -2.008751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163983 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20087514.000000 Penalty: 5957.898926
	Iteration 25Q: 3 clusters Score -2.008751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -20087518.000000 Penalty: 5957.898926
	Iteration 26Q: 3 clusters Score -2.008752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -20087522.000000 Penalty: 5957.898926
	Iteration 27Q: 3 clusters Score -2.008752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163986 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20087528.000000 Penalty: 5957.898926
	Iteration 28Q: 3 clusters Score -2.008753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20087522.000000 Penalty: 5957.898926
	Iteration 29Q: 3 clusters Score -2.008752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -20087504.000000 Penalty: 5957.898926
	Iteration 30Q: 3 clusters Score -2.00875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20087518.000000 Penalty: 5957.898926
	Iteration 31Q: 3 clusters Score -2.008752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163994 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20087548.000000 Penalty: 5957.898926
	Iteration 32Q: 3 clusters Score -2.008755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20087546.000000 Penalty: 5957.898926
	Iteration 33Q: 3 clusters Score -2.008755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20087530.000000 Penalty: 5957.898926
	Iteration 34Q: 3 clusters Score -2.008753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20087542.000000 Penalty: 5957.898926
	Iteration 35Q: 3 clusters Score -2.008754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20087542.000000 Penalty: 5957.898926
	Iteration 36F: 3 clusters Score -2.008754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Entering Unmasked Estep 
Score: -2047949.750000 Penalty: 2422.708008
	Iteration 0F: 2 clusters Score -2047950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2035465.250000 Penalty: 4845.416016
	Iteration 0F: 3 clusters Score -2035465 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2039726.000000 Penalty: 4845.416016
	Iteration 1F: 3 clusters Score -2039726 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2040194.875000 Penalty: 4845.416016
	Iteration 2F: 3 clusters Score -2040195 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2040641.000000 Penalty: 4845.416016
	Iteration 3F: 3 clusters Score -2040641 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2041145.875000 Penalty: 4845.416016
	Iteration 4Q: 3 clusters Score -2041146 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2041707.625000 Penalty: 4845.416016
	Iteration 5F: 3 clusters Score -2041708 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2042232.250000 Penalty: 4845.416016
	Iteration 6Q: 3 clusters Score -2042232 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2042724.250000 Penalty: 4845.416016
	Iteration 7Q: 3 clusters Score -2042724 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2043136.250000 Penalty: 4845.416016
	Iteration 8Q: 3 clusters Score -2043136 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2043542.875000 Penalty: 4845.416016
	Iteration 9Q: 3 clusters Score -2043543 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2043995.625000 Penalty: 4845.416016
	Iteration 10Q: 3 clusters Score -2043996 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2044439.875000 Penalty: 4845.416016
	Iteration 11Q: 3 clusters Score -2044440 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2044899.125000 Penalty: 4845.416016
	Iteration 12Q: 3 clusters Score -2044899 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2045366.000000 Penalty: 4845.416016
	Iteration 13Q: 3 clusters Score -2045366 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2045812.750000 Penalty: 4845.416016
	Iteration 14Q: 3 clusters Score -2045813 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2046175.625000 Penalty: 4845.416016
	Iteration 15Q: 3 clusters Score -2046176 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2046448.625000 Penalty: 4845.416016
	Iteration 16Q: 3 clusters Score -2046449 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2046674.875000 Penalty: 4845.416016
	Iteration 17Q: 3 clusters Score -2046675 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2046830.750000 Penalty: 4845.416016
	Iteration 18Q: 3 clusters Score -2046831 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2046916.750000 Penalty: 4845.416016
	Iteration 19Q: 3 clusters Score -2046917 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2046970.750000 Penalty: 4845.416016
	Iteration 20F: 3 clusters Score -2046971 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2047023.750000 Penalty: 4845.416016
	Iteration 21Q: 3 clusters Score -2047024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2047052.500000 Penalty: 4845.416016
	Iteration 22Q: 3 clusters Score -2047052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2047077.500000 Penalty: 4845.416016
	Iteration 23Q: 3 clusters Score -2047078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2047089.500000 Penalty: 4845.416016
	Iteration 24Q: 3 clusters Score -2047090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2047098.125000 Penalty: 4845.416016
	Iteration 25Q: 3 clusters Score -2047098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2047110.750000 Penalty: 4845.416016
	Iteration 26Q: 3 clusters Score -2047111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2047113.125000 Penalty: 4845.416016
	Iteration 27Q: 3 clusters Score -2047113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2047127.375000 Penalty: 4845.416016
	Iteration 28Q: 3 clusters Score -2047127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2047137.125000 Penalty: 4845.416016
	Iteration 29Q: 3 clusters Score -2047137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2047144.500000 Penalty: 4845.416016
	Iteration 30Q: 3 clusters Score -2047144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2047146.250000 Penalty: 4845.416016
	Iteration 31Q: 3 clusters Score -2047146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2047155.625000 Penalty: 4845.416016
	Iteration 32Q: 3 clusters Score -2047156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2047160.750000 Penalty: 4845.416016
	Iteration 33Q: 3 clusters Score -2047161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2047162.500000 Penalty: 4845.416016
	Iteration 34Q: 3 clusters Score -2047162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2047171.375000 Penalty: 4845.416016
	Iteration 35Q: 3 clusters Score -2047171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2047175.250000 Penalty: 4845.416016
	Iteration 36Q: 3 clusters Score -2047175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2047183.500000 Penalty: 4845.416016
	Iteration 37Q: 3 clusters Score -2047184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2047184.875000 Penalty: 4845.416016
	Iteration 38Q: 3 clusters Score -2047185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2047190.375000 Penalty: 4845.416016
	Iteration 39Q: 3 clusters Score -2047190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2047196.125000 Penalty: 4845.416016
	Iteration 40F: 3 clusters Score -2047196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2047197.000000 Penalty: 4845.416016
	Iteration 41Q: 3 clusters Score -2047197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2047207.375000 Penalty: 4845.416016
	Iteration 42Q: 3 clusters Score -2047207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2047206.625000 Penalty: 4845.416016
	Iteration 43Q: 3 clusters Score -2047207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2047207.750000 Penalty: 4845.416016
	Iteration 44Q: 3 clusters Score -2047208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2047215.125000 Penalty: 4845.416016
	Iteration 45Q: 3 clusters Score -2047215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2047219.750000 Penalty: 4845.416016
	Iteration 46Q: 3 clusters Score -2047220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2047220.750000 Penalty: 4845.416016
	Iteration 47Q: 3 clusters Score -2047221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2047221.875000 Penalty: 4845.416016
	Iteration 48Q: 3 clusters Score -2047222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2047223.000000 Penalty: 4845.416016
	Iteration 49Q: 3 clusters Score -2047223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2047219.875000 Penalty: 4845.416016
	Iteration 50Q: 3 clusters Score -2047220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2047223.125000 Penalty: 4845.416016
	Iteration 51Q: 3 clusters Score -2047223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2047221.875000 Penalty: 4845.416016
	Iteration 52Q: 3 clusters Score -2047222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2047223.125000 Penalty: 4845.416016
	Iteration 53Q: 3 clusters Score -2047223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2047224.750000 Penalty: 4845.416016
	Iteration 54Q: 3 clusters Score -2047225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2047225.750000 Penalty: 4845.416016
	Iteration 55Q: 3 clusters Score -2047226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2047225.250000 Penalty: 4845.416016
	Iteration 56Q: 3 clusters Score -2047225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2047226.375000 Penalty: 4845.416016
	Iteration 57Q: 3 clusters Score -2047226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2047226.125000 Penalty: 4845.416016
	Iteration 58Q: 3 clusters Score -2047226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2047235.875000 Penalty: 4845.416016
	Iteration 59Q: 3 clusters Score -2047236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2047235.500000 Penalty: 4845.416016
	Iteration 60F: 3 clusters Score -2047236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2047233.125000 Penalty: 4845.416016
	Iteration 61Q: 3 clusters Score -2047233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2047235.750000 Penalty: 4845.416016
	Iteration 62Q: 3 clusters Score -2047236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2047235.500000 Penalty: 4845.416016
	Iteration 63Q: 3 clusters Score -2047236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2047239.125000 Penalty: 4845.416016
	Iteration 64Q: 3 clusters Score -2047239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2047235.625000 Penalty: 4845.416016
	Iteration 65Q: 3 clusters Score -2047236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2047235.625000 Penalty: 4845.416016
	Iteration 66F: 3 clusters Score -2047236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Entering Unmasked Estep 
Score: -3893148.000000 Penalty: 2570.696289
	Iteration 0F: 2 clusters Score -3893148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3871537.000000 Penalty: 5141.392578
	Iteration 0F: 3 clusters Score -3871537 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3879273.500000 Penalty: 5141.392578
	Iteration 1F: 3 clusters Score -3879274 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3879779.000000 Penalty: 5141.392578
	Iteration 2Q: 3 clusters Score -3879779 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3880183.000000 Penalty: 5141.392578
	Iteration 3Q: 3 clusters Score -3880183 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3880576.500000 Penalty: 5141.392578
	Iteration 4Q: 3 clusters Score -3880576 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3880975.750000 Penalty: 5141.392578
	Iteration 5Q: 3 clusters Score -3880976 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3881426.000000 Penalty: 5141.392578
	Iteration 6Q: 3 clusters Score -3881426 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3881925.000000 Penalty: 5141.392578
	Iteration 7Q: 3 clusters Score -3881925 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3882410.250000 Penalty: 5141.392578
	Iteration 8Q: 3 clusters Score -3882410 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3882964.250000 Penalty: 5141.392578
	Iteration 9Q: 3 clusters Score -3882964 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3883572.250000 Penalty: 5141.392578
	Iteration 10Q: 3 clusters Score -3883572 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3884270.500000 Penalty: 5141.392578
	Iteration 11Q: 3 clusters Score -3884270 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3884963.000000 Penalty: 5141.392578
	Iteration 12Q: 3 clusters Score -3884963 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3885590.250000 Penalty: 5141.392578
	Iteration 13Q: 3 clusters Score -3885590 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3886149.000000 Penalty: 5141.392578
	Iteration 14Q: 3 clusters Score -3886149 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3886548.750000 Penalty: 5141.392578
	Iteration 15Q: 3 clusters Score -3886549 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3886820.500000 Penalty: 5141.392578
	Iteration 16Q: 3 clusters Score -3886820 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3886981.750000 Penalty: 5141.392578
	Iteration 17Q: 3 clusters Score -3886982 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3887120.750000 Penalty: 5141.392578
	Iteration 18Q: 3 clusters Score -3887121 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3887225.250000 Penalty: 5141.392578
	Iteration 19Q: 3 clusters Score -3887225 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3887316.000000 Penalty: 5141.392578
	Iteration 20F: 3 clusters Score -3887316 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3887407.750000 Penalty: 5141.392578
	Iteration 21Q: 3 clusters Score -3887408 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3887502.000000 Penalty: 5141.392578
	Iteration 22Q: 3 clusters Score -3887502 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3887577.250000 Penalty: 5141.392578
	Iteration 23Q: 3 clusters Score -3887577 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3887654.000000 Penalty: 5141.392578
	Iteration 24Q: 3 clusters Score -3887654 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3887733.000000 Penalty: 5141.392578
	Iteration 25Q: 3 clusters Score -3887733 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3887822.250000 Penalty: 5141.392578
	Iteration 26Q: 3 clusters Score -3887822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3887888.500000 Penalty: 5141.392578
	Iteration 27Q: 3 clusters Score -3887888 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3887943.250000 Penalty: 5141.392578
	Iteration 28Q: 3 clusters Score -3887943 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3887986.250000 Penalty: 5141.392578
	Iteration 29Q: 3 clusters Score -3887986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3888034.000000 Penalty: 5141.392578
	Iteration 30Q: 3 clusters Score -3888034 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3888066.750000 Penalty: 5141.392578
	Iteration 31Q: 3 clusters Score -3888067 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3888094.000000 Penalty: 5141.392578
	Iteration 32Q: 3 clusters Score -3888094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3888136.000000 Penalty: 5141.392578
	Iteration 33Q: 3 clusters Score -3888136 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3888170.000000 Penalty: 5141.392578
	Iteration 34Q: 3 clusters Score -3888170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3888202.500000 Penalty: 5141.392578
	Iteration 35Q: 3 clusters Score -3888202 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3888238.500000 Penalty: 5141.392578
	Iteration 36Q: 3 clusters Score -3888238 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3888276.250000 Penalty: 5141.392578
	Iteration 37Q: 3 clusters Score -3888276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3888318.000000 Penalty: 5141.392578
	Iteration 38Q: 3 clusters Score -3888318 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3888375.000000 Penalty: 5141.392578
	Iteration 39Q: 3 clusters Score -3888375 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3888420.500000 Penalty: 5141.392578
	Iteration 40F: 3 clusters Score -3888420 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3888487.250000 Penalty: 5141.392578
	Iteration 41Q: 3 clusters Score -3888487 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3888553.000000 Penalty: 5141.392578
	Iteration 42Q: 3 clusters Score -3888553 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3888619.750000 Penalty: 5141.392578
	Iteration 43Q: 3 clusters Score -3888620 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3888709.250000 Penalty: 5141.392578
	Iteration 44Q: 3 clusters Score -3888709 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3888766.750000 Penalty: 5141.392578
	Iteration 45Q: 3 clusters Score -3888767 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3888872.500000 Penalty: 5141.392578
	Iteration 46Q: 3 clusters Score -3888872 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3888971.250000 Penalty: 5141.392578
	Iteration 47Q: 3 clusters Score -3888971 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3889088.500000 Penalty: 5141.392578
	Iteration 48Q: 3 clusters Score -3889088 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3889200.500000 Penalty: 5141.392578
	Iteration 49Q: 3 clusters Score -3889200 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3889329.750000 Penalty: 5141.392578
	Iteration 50Q: 3 clusters Score -3889330 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3889502.500000 Penalty: 5141.392578
	Iteration 51Q: 3 clusters Score -3889502 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3889661.750000 Penalty: 5141.392578
	Iteration 52Q: 3 clusters Score -3889662 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3889815.750000 Penalty: 5141.392578
	Iteration 53Q: 3 clusters Score -3889816 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3889967.250000 Penalty: 5141.392578
	Iteration 54Q: 3 clusters Score -3889967 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3890100.000000 Penalty: 5141.392578
	Iteration 55Q: 3 clusters Score -3890100 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3890243.500000 Penalty: 5141.392578
	Iteration 56Q: 3 clusters Score -3890244 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3890385.000000 Penalty: 5141.392578
	Iteration 57Q: 3 clusters Score -3890385 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3890486.500000 Penalty: 5141.392578
	Iteration 58Q: 3 clusters Score -3890486 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3890585.750000 Penalty: 5141.392578
	Iteration 59Q: 3 clusters Score -3890586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3890655.000000 Penalty: 5141.392578
	Iteration 60F: 3 clusters Score -3890655 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3890695.750000 Penalty: 5141.392578
	Iteration 61Q: 3 clusters Score -3890696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3890757.250000 Penalty: 5141.392578
	Iteration 62Q: 3 clusters Score -3890757 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3890800.000000 Penalty: 5141.392578
	Iteration 63Q: 3 clusters Score -3890800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3890830.250000 Penalty: 5141.392578
	Iteration 64Q: 3 clusters Score -3890830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3890855.750000 Penalty: 5141.392578
	Iteration 65Q: 3 clusters Score -3890856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3890878.250000 Penalty: 5141.392578
	Iteration 66Q: 3 clusters Score -3890878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3890888.250000 Penalty: 5141.392578
	Iteration 67Q: 3 clusters Score -3890888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3890901.250000 Penalty: 5141.392578
	Iteration 68Q: 3 clusters Score -3890901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3890914.250000 Penalty: 5141.392578
	Iteration 69Q: 3 clusters Score -3890914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3890926.500000 Penalty: 5141.392578
	Iteration 70Q: 3 clusters Score -3890926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3890936.500000 Penalty: 5141.392578
	Iteration 71Q: 3 clusters Score -3890936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3890923.500000 Penalty: 5141.392578
	Iteration 72Q: 3 clusters Score -3890924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3890939.750000 Penalty: 5141.392578
	Iteration 73Q: 3 clusters Score -3890940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3890945.250000 Penalty: 5141.392578
	Iteration 74Q: 3 clusters Score -3890945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3890947.500000 Penalty: 5141.392578
	Iteration 75Q: 3 clusters Score -3890948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3890955.000000 Penalty: 5141.392578
	Iteration 76Q: 3 clusters Score -3890955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3890958.500000 Penalty: 5141.392578
	Iteration 77Q: 3 clusters Score -3890958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3890967.000000 Penalty: 5141.392578
	Iteration 78Q: 3 clusters Score -3890967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3890977.500000 Penalty: 5141.392578
	Iteration 79Q: 3 clusters Score -3890978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3890978.750000 Penalty: 5141.392578
	Iteration 80F: 3 clusters Score -3890979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3890988.000000 Penalty: 5141.392578
	Iteration 81Q: 3 clusters Score -3890988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3890987.000000 Penalty: 5141.392578
	Iteration 82Q: 3 clusters Score -3890987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3890990.000000 Penalty: 5141.392578
	Iteration 83Q: 3 clusters Score -3890990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3890987.750000 Penalty: 5141.392578
	Iteration 84Q: 3 clusters Score -3890988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3890989.250000 Penalty: 5141.392578
	Iteration 85Q: 3 clusters Score -3890989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3890987.250000 Penalty: 5141.392578
	Iteration 86Q: 3 clusters Score -3890987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3890992.000000 Penalty: 5141.392578
	Iteration 87Q: 3 clusters Score -3890992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3890992.250000 Penalty: 5141.392578
	Iteration 88Q: 3 clusters Score -3890992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3890994.000000 Penalty: 5141.392578
	Iteration 89Q: 3 clusters Score -3890994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3890996.250000 Penalty: 5141.392578
	Iteration 90Q: 3 clusters Score -3890996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3890998.000000 Penalty: 5141.392578
	Iteration 91Q: 3 clusters Score -3890998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3890999.750000 Penalty: 5141.392578
	Iteration 92Q: 3 clusters Score -3891000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3890998.500000 Penalty: 5141.392578
	Iteration 93Q: 3 clusters Score -3890998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3890996.500000 Penalty: 5141.392578
	Iteration 94Q: 3 clusters Score -3890996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3890996.500000 Penalty: 5141.392578
	Iteration 95F: 3 clusters Score -3890996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Entering Unmasked Estep 
Score: -4568956.000000 Penalty: 2613.541992
	Iteration 0F: 2 clusters Score -4568956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4543443.500000 Penalty: 5227.083984
	Iteration 0F: 3 clusters Score -4543444 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4552859.500000 Penalty: 5227.083984
	Iteration 1F: 3 clusters Score -4552860 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4553534.000000 Penalty: 5227.083984
	Iteration 2Q: 3 clusters Score -4553534 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4554380.500000 Penalty: 5227.083984
	Iteration 3Q: 3 clusters Score -4554380 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4555690.000000 Penalty: 5227.083984
	Iteration 4F: 3 clusters Score -4555690 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4557872.000000 Penalty: 5227.083984
	Iteration 5F: 3 clusters Score -4557872 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4560464.500000 Penalty: 5227.083984
	Iteration 6F: 3 clusters Score -4560464 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4562881.500000 Penalty: 5227.083984
	Iteration 7F: 3 clusters Score -4562882 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4564801.000000 Penalty: 5227.083984
	Iteration 8F: 3 clusters Score -4564801 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4566415.500000 Penalty: 5227.083984
	Iteration 9F: 3 clusters Score -4566416 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4567887.000000 Penalty: 5227.083984
	Iteration 10Q: 3 clusters Score -4567887 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4568821.500000 Penalty: 5227.083984
	Iteration 11Q: 3 clusters Score -4568822 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4569267.000000 Penalty: 5227.083984
	Iteration 12Q: 3 clusters Score -4569267 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4569504.500000 Penalty: 5227.083984
	Iteration 13Q: 3 clusters Score -4569504 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4569759.500000 Penalty: 5227.083984
	Iteration 14Q: 3 clusters Score -4569760 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4570091.000000 Penalty: 5227.083984
	Iteration 15Q: 3 clusters Score -4570091 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4570805.000000 Penalty: 5227.083984
	Iteration 16Q: 3 clusters Score -4570805 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4571990.500000 Penalty: 5227.083984
	Iteration 17Q: 3 clusters Score -4571990 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4573975.500000 Penalty: 5227.083984
	Iteration 18Q: 3 clusters Score -4573976 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4576349.000000 Penalty: 5227.083984
	Iteration 19Q: 3 clusters Score -4576349 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4578576.000000 Penalty: 5227.083984
	Iteration 20F: 3 clusters Score -4578576 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4579815.500000 Penalty: 5227.083984
	Iteration 21Q: 3 clusters Score -4579816 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4580263.500000 Penalty: 5227.083984
	Iteration 22Q: 3 clusters Score -4580264 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -4580357.500000 Penalty: 5227.083984
	Iteration 23Q: 3 clusters Score -4580358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4580370.500000 Penalty: 5227.083984
	Iteration 24Q: 3 clusters Score -4580370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -4580365.000000 Penalty: 5227.083984
	Iteration 25Q: 3 clusters Score -4580365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4580380.500000 Penalty: 5227.083984
	Iteration 26Q: 3 clusters Score -4580380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4580384.000000 Penalty: 5227.083984
	Iteration 27Q: 3 clusters Score -4580384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4580380.000000 Penalty: 5227.083984
	Iteration 28Q: 3 clusters Score -4580380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4580377.000000 Penalty: 5227.083984
	Iteration 29Q: 3 clusters Score -4580377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4580377.000000 Penalty: 5227.083984
	Iteration 30F: 3 clusters Score -4580377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 247825 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 164702 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 15455 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 12158 members 
Mstep: Class 14 contains 99168 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 200723 members 
Mstep: Class 20 contains 23811 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 47006 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 22285 members 
Entering Unmasked Estep 
Score: -124152568.000000 Penalty: 82438.343750
Splitting cluster 11 changes total score from -124137592.000000 to -124152568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (13206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Entering Unmasked Estep 
Score: -1597772.500000 Penalty: 2353.129639
	Iteration 0F: 2 clusters Score -1597772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1588096.250000 Penalty: 4706.259277
	Iteration 0F: 3 clusters Score -1588096 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1591435.625000 Penalty: 4706.259277
	Iteration 1F: 3 clusters Score -1591436 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1592271.125000 Penalty: 4706.259277
	Iteration 2F: 3 clusters Score -1592271 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1593308.625000 Penalty: 4706.259277
	Iteration 3F: 3 clusters Score -1593309 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1594530.250000 Penalty: 4706.259277
	Iteration 4F: 3 clusters Score -1594530 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1596057.125000 Penalty: 4706.259277
	Iteration 5F: 3 clusters Score -1596057 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1597510.250000 Penalty: 4706.259277
	Iteration 6F: 3 clusters Score -1597510 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1598764.625000 Penalty: 4706.259277
	Iteration 7F: 3 clusters Score -1598765 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1599678.375000 Penalty: 4706.259277
	Iteration 8F: 3 clusters Score -1599678 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1600273.625000 Penalty: 4706.259277
	Iteration 9Q: 3 clusters Score -1600274 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1600664.500000 Penalty: 4706.259277
	Iteration 10Q: 3 clusters Score -1600664 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1600857.125000 Penalty: 4706.259277
	Iteration 11Q: 3 clusters Score -1600857 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1600924.375000 Penalty: 4706.259277
	Iteration 12Q: 3 clusters Score -1600924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1600955.125000 Penalty: 4706.259277
	Iteration 13Q: 3 clusters Score -1600955 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1600980.875000 Penalty: 4706.259277
	Iteration 14Q: 3 clusters Score -1600981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1600995.500000 Penalty: 4706.259277
	Iteration 15Q: 3 clusters Score -1600996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1601001.125000 Penalty: 4706.259277
	Iteration 16Q: 3 clusters Score -1601001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1601004.500000 Penalty: 4706.259277
	Iteration 17Q: 3 clusters Score -1601004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1601006.750000 Penalty: 4706.259277
	Iteration 18Q: 3 clusters Score -1601007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1601011.625000 Penalty: 4706.259277
	Iteration 19Q: 3 clusters Score -1601012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1601012.250000 Penalty: 4706.259277
	Iteration 20F: 3 clusters Score -1601012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1601010.500000 Penalty: 4706.259277
	Iteration 21Q: 3 clusters Score -1601010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1601010.875000 Penalty: 4706.259277
	Iteration 22Q: 3 clusters Score -1601011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1601014.500000 Penalty: 4706.259277
	Iteration 23Q: 3 clusters Score -1601014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1601015.125000 Penalty: 4706.259277
	Iteration 24Q: 3 clusters Score -1601015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1601010.750000 Penalty: 4706.259277
	Iteration 25Q: 3 clusters Score -1601011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1601010.000000 Penalty: 4706.259277
	Iteration 26Q: 3 clusters Score -1601010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1601010.000000 Penalty: 4706.259277
	Iteration 27F: 3 clusters Score -1601010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 247825 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 164702 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 15455 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 12158 members 
Mstep: Class 14 contains 99168 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 200723 members 
Mstep: Class 20 contains 23811 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 47006 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 22285 members 
Mstep: Class 25 contains 3269 members 
Entering Unmasked Estep 
Score: -124154288.000000 Penalty: 85873.281250
Splitting cluster 12 changes total score from -124137592.000000 to -124154288.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (12158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Entering Unmasked Estep 
Score: -1458359.125000 Penalty: 2332.624268
	Iteration 0F: 2 clusters Score -1458359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1449226.625000 Penalty: 4665.248535
	Iteration 0F: 3 clusters Score -1449227 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1452126.875000 Penalty: 4665.248535
	Iteration 1F: 3 clusters Score -1452127 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1452615.250000 Penalty: 4665.248535
	Iteration 2F: 3 clusters Score -1452615 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1453096.750000 Penalty: 4665.248535
	Iteration 3F: 3 clusters Score -1453097 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1453552.000000 Penalty: 4665.248535
	Iteration 4F: 3 clusters Score -1453552 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1453953.500000 Penalty: 4665.248535
	Iteration 5F: 3 clusters Score -1453954 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1454339.125000 Penalty: 4665.248535
	Iteration 6F: 3 clusters Score -1454339 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1454681.625000 Penalty: 4665.248535
	Iteration 7Q: 3 clusters Score -1454682 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1454957.250000 Penalty: 4665.248535
	Iteration 8Q: 3 clusters Score -1454957 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1455136.125000 Penalty: 4665.248535
	Iteration 9Q: 3 clusters Score -1455136 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1455284.750000 Penalty: 4665.248535
	Iteration 10Q: 3 clusters Score -1455285 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1455378.000000 Penalty: 4665.248535
	Iteration 11Q: 3 clusters Score -1455378 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1455452.125000 Penalty: 4665.248535
	Iteration 12Q: 3 clusters Score -1455452 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1455511.750000 Penalty: 4665.248535
	Iteration 13Q: 3 clusters Score -1455512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1455575.375000 Penalty: 4665.248535
	Iteration 14Q: 3 clusters Score -1455575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1455645.000000 Penalty: 4665.248535
	Iteration 15Q: 3 clusters Score -1455645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1455705.500000 Penalty: 4665.248535
	Iteration 16Q: 3 clusters Score -1455706 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1455763.250000 Penalty: 4665.248535
	Iteration 17Q: 3 clusters Score -1455763 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1455807.875000 Penalty: 4665.248535
	Iteration 18Q: 3 clusters Score -1455808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1455841.625000 Penalty: 4665.248535
	Iteration 19Q: 3 clusters Score -1455842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1455875.625000 Penalty: 4665.248535
	Iteration 20F: 3 clusters Score -1455876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1455908.875000 Penalty: 4665.248535
	Iteration 21Q: 3 clusters Score -1455909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1455934.875000 Penalty: 4665.248535
	Iteration 22Q: 3 clusters Score -1455935 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1455966.375000 Penalty: 4665.248535
	Iteration 23Q: 3 clusters Score -1455966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1455987.875000 Penalty: 4665.248535
	Iteration 24Q: 3 clusters Score -1455988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1456025.625000 Penalty: 4665.248535
	Iteration 25Q: 3 clusters Score -1456026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1456055.750000 Penalty: 4665.248535
	Iteration 26Q: 3 clusters Score -1456056 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1456087.625000 Penalty: 4665.248535
	Iteration 27Q: 3 clusters Score -1456088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1456113.625000 Penalty: 4665.248535
	Iteration 28Q: 3 clusters Score -1456114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1456145.250000 Penalty: 4665.248535
	Iteration 29Q: 3 clusters Score -1456145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1456166.875000 Penalty: 4665.248535
	Iteration 30Q: 3 clusters Score -1456167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1456188.750000 Penalty: 4665.248535
	Iteration 31Q: 3 clusters Score -1456189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1456214.250000 Penalty: 4665.248535
	Iteration 32Q: 3 clusters Score -1456214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1456227.875000 Penalty: 4665.248535
	Iteration 33Q: 3 clusters Score -1456228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1456251.875000 Penalty: 4665.248535
	Iteration 34Q: 3 clusters Score -1456252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1456262.500000 Penalty: 4665.248535
	Iteration 35Q: 3 clusters Score -1456262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1456282.125000 Penalty: 4665.248535
	Iteration 36Q: 3 clusters Score -1456282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1456292.000000 Penalty: 4665.248535
	Iteration 37Q: 3 clusters Score -1456292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1456305.375000 Penalty: 4665.248535
	Iteration 38Q: 3 clusters Score -1456305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1456319.000000 Penalty: 4665.248535
	Iteration 39Q: 3 clusters Score -1456319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1456340.250000 Penalty: 4665.248535
	Iteration 40F: 3 clusters Score -1456340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1456362.500000 Penalty: 4665.248535
	Iteration 41Q: 3 clusters Score -1456362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1456385.000000 Penalty: 4665.248535
	Iteration 42Q: 3 clusters Score -1456385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1456421.625000 Penalty: 4665.248535
	Iteration 43Q: 3 clusters Score -1456422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1456458.875000 Penalty: 4665.248535
	Iteration 44Q: 3 clusters Score -1456459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1456487.250000 Penalty: 4665.248535
	Iteration 45Q: 3 clusters Score -1456487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1456524.000000 Penalty: 4665.248535
	Iteration 46Q: 3 clusters Score -1456524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1456556.250000 Penalty: 4665.248535
	Iteration 47Q: 3 clusters Score -1456556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1456589.375000 Penalty: 4665.248535
	Iteration 48Q: 3 clusters Score -1456589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1456619.375000 Penalty: 4665.248535
	Iteration 49Q: 3 clusters Score -1456619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1456643.000000 Penalty: 4665.248535
	Iteration 50Q: 3 clusters Score -1456643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1456666.625000 Penalty: 4665.248535
	Iteration 51Q: 3 clusters Score -1456667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1456688.125000 Penalty: 4665.248535
	Iteration 52Q: 3 clusters Score -1456688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1456701.000000 Penalty: 4665.248535
	Iteration 53Q: 3 clusters Score -1456701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1456713.875000 Penalty: 4665.248535
	Iteration 54Q: 3 clusters Score -1456714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1456717.125000 Penalty: 4665.248535
	Iteration 55Q: 3 clusters Score -1456717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1456724.250000 Penalty: 4665.248535
	Iteration 56Q: 3 clusters Score -1456724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1456728.375000 Penalty: 4665.248535
	Iteration 57Q: 3 clusters Score -1456728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1456730.625000 Penalty: 4665.248535
	Iteration 58Q: 3 clusters Score -1456731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1456733.250000 Penalty: 4665.248535
	Iteration 59Q: 3 clusters Score -1456733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1456735.125000 Penalty: 4665.248535
	Iteration 60F: 3 clusters Score -1456735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (99168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Entering Unmasked Estep 
Score: -12049536.000000 Penalty: 2853.133545
	Iteration 0F: 2 clusters Score -1.204954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -11983361.000000 Penalty: 5706.267090
	Iteration 0F: 3 clusters Score -1.198336e+07 nChanged 46740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -12010082.000000 Penalty: 5706.267090
	Iteration 1F: 3 clusters Score -1.201008e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -12011047.000000 Penalty: 5706.267090
	Iteration 2Q: 3 clusters Score -1.201105e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -12012049.000000 Penalty: 5706.267090
	Iteration 3Q: 3 clusters Score -1.201205e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -12013295.000000 Penalty: 5706.267090
	Iteration 4Q: 3 clusters Score -1.20133e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -12014739.000000 Penalty: 5706.267090
	Iteration 5Q: 3 clusters Score -1.201474e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -12016693.000000 Penalty: 5706.267090
	Iteration 6Q: 3 clusters Score -1.201669e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -12019267.000000 Penalty: 5706.267090
	Iteration 7F: 3 clusters Score -1.201927e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -12022841.000000 Penalty: 5706.267090
	Iteration 8F: 3 clusters Score -1.202284e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -12027130.000000 Penalty: 5706.267090
	Iteration 9F: 3 clusters Score -1.202713e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -12030782.000000 Penalty: 5706.267090
	Iteration 10F: 3 clusters Score -1.203078e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -12033301.000000 Penalty: 5706.267090
	Iteration 11Q: 3 clusters Score -1.20333e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -12035157.000000 Penalty: 5706.267090
	Iteration 12Q: 3 clusters Score -1.203516e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -12036747.000000 Penalty: 5706.267090
	Iteration 13Q: 3 clusters Score -1.203675e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -12038095.000000 Penalty: 5706.267090
	Iteration 14Q: 3 clusters Score -1.20381e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -12039352.000000 Penalty: 5706.267090
	Iteration 15Q: 3 clusters Score -1.203935e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -12040327.000000 Penalty: 5706.267090
	Iteration 16Q: 3 clusters Score -1.204033e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -12041275.000000 Penalty: 5706.267090
	Iteration 17Q: 3 clusters Score -1.204128e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -12041955.000000 Penalty: 5706.267090
	Iteration 18Q: 3 clusters Score -1.204196e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -12042829.000000 Penalty: 5706.267090
	Iteration 19Q: 3 clusters Score -1.204283e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -12043519.000000 Penalty: 5706.267090
	Iteration 20F: 3 clusters Score -1.204352e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -12044162.000000 Penalty: 5706.267090
	Iteration 21Q: 3 clusters Score -1.204416e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -12044808.000000 Penalty: 5706.267090
	Iteration 22Q: 3 clusters Score -1.204481e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -12045244.000000 Penalty: 5706.267090
	Iteration 23Q: 3 clusters Score -1.204524e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -12045755.000000 Penalty: 5706.267090
	Iteration 24Q: 3 clusters Score -1.204576e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -12046192.000000 Penalty: 5706.267090
	Iteration 25Q: 3 clusters Score -1.204619e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -12046595.000000 Penalty: 5706.267090
	Iteration 26Q: 3 clusters Score -1.20466e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -12046960.000000 Penalty: 5706.267090
	Iteration 27Q: 3 clusters Score -1.204696e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -12047250.000000 Penalty: 5706.267090
	Iteration 28Q: 3 clusters Score -1.204725e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79021 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -12047442.000000 Penalty: 5706.267090
	Iteration 29Q: 3 clusters Score -1.204744e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -12047649.000000 Penalty: 5706.267090
	Iteration 30Q: 3 clusters Score -1.204765e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -12047761.000000 Penalty: 5706.267090
	Iteration 31Q: 3 clusters Score -1.204776e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -12047842.000000 Penalty: 5706.267090
	Iteration 32Q: 3 clusters Score -1.204784e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -12047896.000000 Penalty: 5706.267090
	Iteration 33Q: 3 clusters Score -1.20479e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -12047972.000000 Penalty: 5706.267090
	Iteration 34Q: 3 clusters Score -1.204797e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -12048029.000000 Penalty: 5706.267090
	Iteration 35Q: 3 clusters Score -1.204803e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -12048058.000000 Penalty: 5706.267090
	Iteration 36Q: 3 clusters Score -1.204806e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -12048099.000000 Penalty: 5706.267090
	Iteration 37Q: 3 clusters Score -1.20481e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -12048122.000000 Penalty: 5706.267090
	Iteration 38Q: 3 clusters Score -1.204812e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -12048149.000000 Penalty: 5706.267090
	Iteration 39Q: 3 clusters Score -1.204815e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -12048140.000000 Penalty: 5706.267090
	Iteration 40F: 3 clusters Score -1.204814e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -12048162.000000 Penalty: 5706.267090
	Iteration 41Q: 3 clusters Score -1.204816e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -12048162.000000 Penalty: 5706.267090
	Iteration 42Q: 3 clusters Score -1.204816e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -12048181.000000 Penalty: 5706.267090
	Iteration 43Q: 3 clusters Score -1.204818e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -12048198.000000 Penalty: 5706.267090
	Iteration 44Q: 3 clusters Score -1.20482e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -12048230.000000 Penalty: 5706.267090
	Iteration 45Q: 3 clusters Score -1.204823e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -12048249.000000 Penalty: 5706.267090
	Iteration 46Q: 3 clusters Score -1.204825e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -12048270.000000 Penalty: 5706.267090
	Iteration 47Q: 3 clusters Score -1.204827e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -12048260.000000 Penalty: 5706.267090
	Iteration 48Q: 3 clusters Score -1.204826e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -12048278.000000 Penalty: 5706.267090
	Iteration 49Q: 3 clusters Score -1.204828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -12048253.000000 Penalty: 5706.267090
	Iteration 50Q: 3 clusters Score -1.204825e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -12048266.000000 Penalty: 5706.267090
	Iteration 51Q: 3 clusters Score -1.204827e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -12048277.000000 Penalty: 5706.267090
	Iteration 52Q: 3 clusters Score -1.204828e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -12048272.000000 Penalty: 5706.267090
	Iteration 53Q: 3 clusters Score -1.204827e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -12048267.000000 Penalty: 5706.267090
	Iteration 54Q: 3 clusters Score -1.204827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -12048269.000000 Penalty: 5706.267090
	Iteration 55Q: 3 clusters Score -1.204827e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -12048261.000000 Penalty: 5706.267090
	Iteration 56Q: 3 clusters Score -1.204826e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -12048266.000000 Penalty: 5706.267090
	Iteration 57Q: 3 clusters Score -1.204827e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -12048269.000000 Penalty: 5706.267090
	Iteration 58Q: 3 clusters Score -1.204827e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -12048264.000000 Penalty: 5706.267090
	Iteration 59Q: 3 clusters Score -1.204826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -12048272.000000 Penalty: 5706.267090
	Iteration 60F: 3 clusters Score -1.204827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -12048293.000000 Penalty: 5706.267090
	Iteration 61Q: 3 clusters Score -1.204829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -12048281.000000 Penalty: 5706.267090
	Iteration 62Q: 3 clusters Score -1.204828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -12048292.000000 Penalty: 5706.267090
	Iteration 63Q: 3 clusters Score -1.204829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -12048298.000000 Penalty: 5706.267090
	Iteration 64Q: 3 clusters Score -1.20483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -12048285.000000 Penalty: 5706.267090
	Iteration 65Q: 3 clusters Score -1.204828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -12048295.000000 Penalty: 5706.267090
	Iteration 66Q: 3 clusters Score -1.20483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -12048289.000000 Penalty: 5706.267090
	Iteration 67Q: 3 clusters Score -1.204829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -12048302.000000 Penalty: 5706.267090
	Iteration 68Q: 3 clusters Score -1.20483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -12048298.000000 Penalty: 5706.267090
	Iteration 69Q: 3 clusters Score -1.20483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -12048297.000000 Penalty: 5706.267090
	Iteration 70Q: 3 clusters Score -1.20483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -12048294.000000 Penalty: 5706.267090
	Iteration 71Q: 3 clusters Score -1.204829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -12048289.000000 Penalty: 5706.267090
	Iteration 72Q: 3 clusters Score -1.204829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -12048289.000000 Penalty: 5706.267090
	Iteration 73F: 3 clusters Score -1.204829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -721056.687500 Penalty: 2157.355713
	Iteration 0F: 2 clusters Score -721056.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -715999.437500 Penalty: 4314.711426
	Iteration 0F: 3 clusters Score -715999.4 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -717252.500000 Penalty: 4314.711426
	Iteration 1F: 3 clusters Score -717252.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -717502.562500 Penalty: 4314.711426
	Iteration 2F: 3 clusters Score -717502.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -717720.312500 Penalty: 4314.711426
	Iteration 3F: 3 clusters Score -717720.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -717881.875000 Penalty: 4314.711426
	Iteration 4Q: 3 clusters Score -717881.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -718039.375000 Penalty: 4314.711426
	Iteration 5Q: 3 clusters Score -718039.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -718186.687500 Penalty: 4314.711426
	Iteration 6Q: 3 clusters Score -718186.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -718324.437500 Penalty: 4314.711426
	Iteration 7Q: 3 clusters Score -718324.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -718445.187500 Penalty: 4314.711426
	Iteration 8Q: 3 clusters Score -718445.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -718572.125000 Penalty: 4314.711426
	Iteration 9Q: 3 clusters Score -718572.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -718705.812500 Penalty: 4314.711426
	Iteration 10Q: 3 clusters Score -718705.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -718815.187500 Penalty: 4314.711426
	Iteration 11Q: 3 clusters Score -718815.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -718933.500000 Penalty: 4314.711426
	Iteration 12Q: 3 clusters Score -718933.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -719020.562500 Penalty: 4314.711426
	Iteration 13Q: 3 clusters Score -719020.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -719102.500000 Penalty: 4314.711426
	Iteration 14Q: 3 clusters Score -719102.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -719175.812500 Penalty: 4314.711426
	Iteration 15Q: 3 clusters Score -719175.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -719241.250000 Penalty: 4314.711426
	Iteration 16Q: 3 clusters Score -719241.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -719297.937500 Penalty: 4314.711426
	Iteration 17Q: 3 clusters Score -719297.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -719342.687500 Penalty: 4314.711426
	Iteration 18Q: 3 clusters Score -719342.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -719382.250000 Penalty: 4314.711426
	Iteration 19Q: 3 clusters Score -719382.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -719410.125000 Penalty: 4314.711426
	Iteration 20F: 3 clusters Score -719410.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -719437.375000 Penalty: 4314.711426
	Iteration 21Q: 3 clusters Score -719437.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -719462.187500 Penalty: 4314.711426
	Iteration 22Q: 3 clusters Score -719462.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -719478.937500 Penalty: 4314.711426
	Iteration 23Q: 3 clusters Score -719478.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -719488.625000 Penalty: 4314.711426
	Iteration 24Q: 3 clusters Score -719488.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -719496.625000 Penalty: 4314.711426
	Iteration 25Q: 3 clusters Score -719496.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -719508.625000 Penalty: 4314.711426
	Iteration 26Q: 3 clusters Score -719508.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -719512.812500 Penalty: 4314.711426
	Iteration 27Q: 3 clusters Score -719512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -719516.937500 Penalty: 4314.711426
	Iteration 28Q: 3 clusters Score -719516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -719519.625000 Penalty: 4314.711426
	Iteration 29Q: 3 clusters Score -719519.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -719524.812500 Penalty: 4314.711426
	Iteration 30Q: 3 clusters Score -719524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -719528.062500 Penalty: 4314.711426
	Iteration 31Q: 3 clusters Score -719528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -719528.437500 Penalty: 4314.711426
	Iteration 32Q: 3 clusters Score -719528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -719528.250000 Penalty: 4314.711426
	Iteration 33Q: 3 clusters Score -719528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -719528.250000 Penalty: 4314.711426
	Iteration 34F: 3 clusters Score -719528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Entering Unmasked Estep 
Score: -6779479.500000 Penalty: 2707.428467
	Iteration 0F: 2 clusters Score -6779480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6742437.500000 Penalty: 5414.856934
	Iteration 0F: 3 clusters Score -6742438 nChanged 25474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6756534.000000 Penalty: 5414.856934
	Iteration 1F: 3 clusters Score -6756534 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -6757095.000000 Penalty: 5414.856934
	Iteration 2Q: 3 clusters Score -6757095 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6757612.000000 Penalty: 5414.856934
	Iteration 3Q: 3 clusters Score -6757612 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -6758106.000000 Penalty: 5414.856934
	Iteration 4Q: 3 clusters Score -6758106 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -6758766.500000 Penalty: 5414.856934
	Iteration 5Q: 3 clusters Score -6758766 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -6759601.500000 Penalty: 5414.856934
	Iteration 6Q: 3 clusters Score -6759602 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -6760860.000000 Penalty: 5414.856934
	Iteration 7Q: 3 clusters Score -6760860 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -6762828.000000 Penalty: 5414.856934
	Iteration 8F: 3 clusters Score -6762828 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6765555.500000 Penalty: 5414.856934
	Iteration 9F: 3 clusters Score -6765556 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -6768727.000000 Penalty: 5414.856934
	Iteration 10F: 3 clusters Score -6768727 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -6771636.000000 Penalty: 5414.856934
	Iteration 11F: 3 clusters Score -6771636 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -6773866.500000 Penalty: 5414.856934
	Iteration 12Q: 3 clusters Score -6773866 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6775420.500000 Penalty: 5414.856934
	Iteration 13Q: 3 clusters Score -6775420 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6776385.000000 Penalty: 5414.856934
	Iteration 14Q: 3 clusters Score -6776385 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6776989.000000 Penalty: 5414.856934
	Iteration 15Q: 3 clusters Score -6776989 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6777285.000000 Penalty: 5414.856934
	Iteration 16Q: 3 clusters Score -6777285 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6777464.000000 Penalty: 5414.856934
	Iteration 17Q: 3 clusters Score -6777464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6777563.500000 Penalty: 5414.856934
	Iteration 18Q: 3 clusters Score -6777564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6777623.500000 Penalty: 5414.856934
	Iteration 19Q: 3 clusters Score -6777624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6777652.000000 Penalty: 5414.856934
	Iteration 20F: 3 clusters Score -6777652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6777680.500000 Penalty: 5414.856934
	Iteration 21Q: 3 clusters Score -6777680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6777687.000000 Penalty: 5414.856934
	Iteration 22Q: 3 clusters Score -6777687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6777706.500000 Penalty: 5414.856934
	Iteration 23Q: 3 clusters Score -6777706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6777720.500000 Penalty: 5414.856934
	Iteration 24Q: 3 clusters Score -6777720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6777730.500000 Penalty: 5414.856934
	Iteration 25Q: 3 clusters Score -6777730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6777731.500000 Penalty: 5414.856934
	Iteration 26Q: 3 clusters Score -6777732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6777733.000000 Penalty: 5414.856934
	Iteration 27Q: 3 clusters Score -6777733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6777734.500000 Penalty: 5414.856934
	Iteration 28Q: 3 clusters Score -6777734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6777732.500000 Penalty: 5414.856934
	Iteration 29Q: 3 clusters Score -6777732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6777727.500000 Penalty: 5414.856934
	Iteration 30Q: 3 clusters Score -6777728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6777736.000000 Penalty: 5414.856934
	Iteration 31Q: 3 clusters Score -6777736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6777740.500000 Penalty: 5414.856934
	Iteration 32Q: 3 clusters Score -6777740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6777737.000000 Penalty: 5414.856934
	Iteration 33Q: 3 clusters Score -6777737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6777737.500000 Penalty: 5414.856934
	Iteration 34Q: 3 clusters Score -6777738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6777744.500000 Penalty: 5414.856934
	Iteration 35Q: 3 clusters Score -6777744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6777747.000000 Penalty: 5414.856934
	Iteration 36Q: 3 clusters Score -6777747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6777748.000000 Penalty: 5414.856934
	Iteration 37Q: 3 clusters Score -6777748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6777745.000000 Penalty: 5414.856934
	Iteration 38Q: 3 clusters Score -6777745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6777746.000000 Penalty: 5414.856934
	Iteration 39Q: 3 clusters Score -6777746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6777749.500000 Penalty: 5414.856934
	Iteration 40F: 3 clusters Score -6777750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6777749.000000 Penalty: 5414.856934
	Iteration 41Q: 3 clusters Score -6777749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6777748.500000 Penalty: 5414.856934
	Iteration 42Q: 3 clusters Score -6777748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6777748.500000 Penalty: 5414.856934
	Iteration 43F: 3 clusters Score -6777748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -1139727.000000 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -1139727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1132231.875000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -1132232 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1134508.875000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -1134509 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1134947.750000 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -1134948 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1135342.625000 Penalty: 4551.223145
	Iteration 3F: 3 clusters Score -1135343 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1135728.125000 Penalty: 4551.223145
	Iteration 4F: 3 clusters Score -1135728 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1136122.000000 Penalty: 4551.223145
	Iteration 5F: 3 clusters Score -1136122 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1136544.375000 Penalty: 4551.223145
	Iteration 6F: 3 clusters Score -1136544 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1136924.750000 Penalty: 4551.223145
	Iteration 7Q: 3 clusters Score -1136925 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1137250.625000 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -1137251 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1137551.250000 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -1137551 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1137861.500000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -1137862 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1138097.375000 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -1138097 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1138264.125000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -1138264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1138363.750000 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -1138364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1138424.250000 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -1138424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1138474.625000 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -1138475 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1138520.500000 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -1138520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1138555.500000 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -1138556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1138575.000000 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -1138575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1138587.875000 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -1138588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1138599.375000 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -1138599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1138608.000000 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -1138608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1138615.000000 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -1138615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1138626.625000 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -1138627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1138628.625000 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -1138629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1138636.125000 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -1138636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1138635.625000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -1138636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1138639.125000 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -1138639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1138644.500000 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -1138644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1138645.625000 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -1138646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1138646.875000 Penalty: 4551.223145
	Iteration 30Q: 3 clusters Score -1138647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1138647.375000 Penalty: 4551.223145
	Iteration 31Q: 3 clusters Score -1138647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1138648.000000 Penalty: 4551.223145
	Iteration 32Q: 3 clusters Score -1138648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1138648.875000 Penalty: 4551.223145
	Iteration 33Q: 3 clusters Score -1138649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1138649.625000 Penalty: 4551.223145
	Iteration 34Q: 3 clusters Score -1138650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1138654.500000 Penalty: 4551.223145
	Iteration 35Q: 3 clusters Score -1138654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1138655.250000 Penalty: 4551.223145
	Iteration 36Q: 3 clusters Score -1138655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1138653.750000 Penalty: 4551.223145
	Iteration 37Q: 3 clusters Score -1138654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1138653.625000 Penalty: 4551.223145
	Iteration 38Q: 3 clusters Score -1138654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1138654.750000 Penalty: 4551.223145
	Iteration 39Q: 3 clusters Score -1138655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1138657.625000 Penalty: 4551.223145
	Iteration 40F: 3 clusters Score -1138658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1138657.625000 Penalty: 4551.223145
	Iteration 41Q: 3 clusters Score -1138658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1138658.875000 Penalty: 4551.223145
	Iteration 42Q: 3 clusters Score -1138659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1138660.875000 Penalty: 4551.223145
	Iteration 43Q: 3 clusters Score -1138661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1138660.875000 Penalty: 4551.223145
	Iteration 44F: 3 clusters Score -1138661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -556507.687500 Penalty: 2103.941895
	Iteration 0F: 2 clusters Score -556507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -552106.812500 Penalty: 4207.883789
	Iteration 0F: 3 clusters Score -552106.8 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -553315.750000 Penalty: 4207.883789
	Iteration 1F: 3 clusters Score -553315.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -553751.687500 Penalty: 4207.883789
	Iteration 2F: 3 clusters Score -553751.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -554164.562500 Penalty: 4207.883789
	Iteration 3F: 3 clusters Score -554164.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -554513.812500 Penalty: 4207.883789
	Iteration 4F: 3 clusters Score -554513.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -554857.312500 Penalty: 4207.883789
	Iteration 5F: 3 clusters Score -554857.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -555069.562500 Penalty: 4207.883789
	Iteration 6Q: 3 clusters Score -555069.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -555193.375000 Penalty: 4207.883789
	Iteration 7Q: 3 clusters Score -555193.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -555267.000000 Penalty: 4207.883789
	Iteration 8Q: 3 clusters Score -555267 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -555316.812500 Penalty: 4207.883789
	Iteration 9Q: 3 clusters Score -555316.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -555358.687500 Penalty: 4207.883789
	Iteration 10Q: 3 clusters Score -555358.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -555393.375000 Penalty: 4207.883789
	Iteration 11Q: 3 clusters Score -555393.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -555409.500000 Penalty: 4207.883789
	Iteration 12Q: 3 clusters Score -555409.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -555424.125000 Penalty: 4207.883789
	Iteration 13Q: 3 clusters Score -555424.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -555435.187500 Penalty: 4207.883789
	Iteration 14Q: 3 clusters Score -555435.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -555443.687500 Penalty: 4207.883789
	Iteration 15Q: 3 clusters Score -555443.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -555452.000000 Penalty: 4207.883789
	Iteration 16Q: 3 clusters Score -555452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -555453.562500 Penalty: 4207.883789
	Iteration 17Q: 3 clusters Score -555453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -555457.125000 Penalty: 4207.883789
	Iteration 18Q: 3 clusters Score -555457.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -555461.500000 Penalty: 4207.883789
	Iteration 19Q: 3 clusters Score -555461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -555463.375000 Penalty: 4207.883789
	Iteration 20F: 3 clusters Score -555463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -555467.062500 Penalty: 4207.883789
	Iteration 21Q: 3 clusters Score -555467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -555469.500000 Penalty: 4207.883789
	Iteration 22Q: 3 clusters Score -555469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -555468.750000 Penalty: 4207.883789
	Iteration 23Q: 3 clusters Score -555468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -555469.812500 Penalty: 4207.883789
	Iteration 24Q: 3 clusters Score -555469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -555472.750000 Penalty: 4207.883789
	Iteration 25Q: 3 clusters Score -555472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -555473.625000 Penalty: 4207.883789
	Iteration 26Q: 3 clusters Score -555473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -555473.625000 Penalty: 4207.883789
	Iteration 27F: 3 clusters Score -555473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200723 members 
Entering Unmasked Estep 
Score: -24884098.000000 Penalty: 3028.000977
	Iteration 0F: 2 clusters Score -2.48841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -24759488.000000 Penalty: 6056.001953
	Iteration 0F: 3 clusters Score -2.475949e+07 nChanged 96782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -24816554.000000 Penalty: 6056.001953
	Iteration 1F: 3 clusters Score -2.481655e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -24817752.000000 Penalty: 6056.001953
	Iteration 2Q: 3 clusters Score -2.481775e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -24819314.000000 Penalty: 6056.001953
	Iteration 3Q: 3 clusters Score -2.481931e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -24821290.000000 Penalty: 6056.001953
	Iteration 4Q: 3 clusters Score -2.482129e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -24823778.000000 Penalty: 6056.001953
	Iteration 5Q: 3 clusters Score -2.482378e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -24827618.000000 Penalty: 6056.001953
	Iteration 6Q: 3 clusters Score -2.482762e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 119203 members 
Entering Unmasked Estep 
Score: -24833096.000000 Penalty: 6056.001953
	Iteration 7F: 3 clusters Score -2.48331e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -24840618.000000 Penalty: 6056.001953
	Iteration 8F: 3 clusters Score -2.484062e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 132250 members 
Entering Unmasked Estep 
Score: -24849470.000000 Penalty: 6056.001953
	Iteration 9F: 3 clusters Score -2.484947e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 137186 members 
Entering Unmasked Estep 
Score: -24856794.000000 Penalty: 6056.001953
	Iteration 10F: 3 clusters Score -2.485679e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -24861390.000000 Penalty: 6056.001953
	Iteration 11Q: 3 clusters Score -2.486139e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 143960 members 
Entering Unmasked Estep 
Score: -24863636.000000 Penalty: 6056.001953
	Iteration 12Q: 3 clusters Score -2.486364e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -24865204.000000 Penalty: 6056.001953
	Iteration 13Q: 3 clusters Score -2.48652e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 150760 members 
Entering Unmasked Estep 
Score: -24866614.000000 Penalty: 6056.001953
	Iteration 14Q: 3 clusters Score -2.486661e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 154684 members 
Entering Unmasked Estep 
Score: -24868264.000000 Penalty: 6056.001953
	Iteration 15Q: 3 clusters Score -2.486826e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -24869850.000000 Penalty: 6056.001953
	Iteration 16Q: 3 clusters Score -2.486985e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -24871772.000000 Penalty: 6056.001953
	Iteration 17Q: 3 clusters Score -2.487177e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 167819 members 
Entering Unmasked Estep 
Score: -24873614.000000 Penalty: 6056.001953
	Iteration 18Q: 3 clusters Score -2.487361e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 172214 members 
Entering Unmasked Estep 
Score: -24875376.000000 Penalty: 6056.001953
	Iteration 19Q: 3 clusters Score -2.487538e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -24876808.000000 Penalty: 6056.001953
	Iteration 20F: 3 clusters Score -2.487681e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 180270 members 
Entering Unmasked Estep 
Score: -24878242.000000 Penalty: 6056.001953
	Iteration 21Q: 3 clusters Score -2.487824e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 183541 members 
Entering Unmasked Estep 
Score: -24879438.000000 Penalty: 6056.001953
	Iteration 22Q: 3 clusters Score -2.487944e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 186257 members 
Entering Unmasked Estep 
Score: -24880366.000000 Penalty: 6056.001953
	Iteration 23Q: 3 clusters Score -2.488037e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 188386 members 
Entering Unmasked Estep 
Score: -24881048.000000 Penalty: 6056.001953
	Iteration 24Q: 3 clusters Score -2.488105e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 190046 members 
Entering Unmasked Estep 
Score: -24881552.000000 Penalty: 6056.001953
	Iteration 25Q: 3 clusters Score -2.488155e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 191338 members 
Entering Unmasked Estep 
Score: -24881862.000000 Penalty: 6056.001953
	Iteration 26Q: 3 clusters Score -2.488186e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 192400 members 
Entering Unmasked Estep 
Score: -24881982.000000 Penalty: 6056.001953
	Iteration 27Q: 3 clusters Score -2.488198e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 193274 members 
Entering Unmasked Estep 
Score: -24882090.000000 Penalty: 6056.001953
	Iteration 28Q: 3 clusters Score -2.488209e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 193990 members 
Entering Unmasked Estep 
Score: -24882204.000000 Penalty: 6056.001953
	Iteration 29Q: 3 clusters Score -2.48822e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 194614 members 
Entering Unmasked Estep 
Score: -24882266.000000 Penalty: 6056.001953
	Iteration 30Q: 3 clusters Score -2.488227e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -24882180.000000 Penalty: 6056.001953
	Iteration 31Q: 3 clusters Score -2.488218e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 195570 members 
Entering Unmasked Estep 
Score: -24882124.000000 Penalty: 6056.001953
	Iteration 32Q: 3 clusters Score -2.488212e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 195950 members 
Entering Unmasked Estep 
Score: -24882166.000000 Penalty: 6056.001953
	Iteration 33Q: 3 clusters Score -2.488217e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 196260 members 
Entering Unmasked Estep 
Score: -24882206.000000 Penalty: 6056.001953
	Iteration 34Q: 3 clusters Score -2.488221e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 196528 members 
Entering Unmasked Estep 
Score: -24882202.000000 Penalty: 6056.001953
	Iteration 35Q: 3 clusters Score -2.48822e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 196770 members 
Entering Unmasked Estep 
Score: -24882130.000000 Penalty: 6056.001953
	Iteration 36Q: 3 clusters Score -2.488213e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 196992 members 
Entering Unmasked Estep 
Score: -24882196.000000 Penalty: 6056.001953
	Iteration 37Q: 3 clusters Score -2.48822e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 197183 members 
Entering Unmasked Estep 
Score: -24882216.000000 Penalty: 6056.001953
	Iteration 38Q: 3 clusters Score -2.488222e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 197338 members 
Entering Unmasked Estep 
Score: -24882172.000000 Penalty: 6056.001953
	Iteration 39Q: 3 clusters Score -2.488217e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 197461 members 
Entering Unmasked Estep 
Score: -24882216.000000 Penalty: 6056.001953
	Iteration 40F: 3 clusters Score -2.488222e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 197568 members 
Entering Unmasked Estep 
Score: -24882224.000000 Penalty: 6056.001953
	Iteration 41Q: 3 clusters Score -2.488222e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 197675 members 
Entering Unmasked Estep 
Score: -24882198.000000 Penalty: 6056.001953
	Iteration 42Q: 3 clusters Score -2.48822e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 197759 members 
Entering Unmasked Estep 
Score: -24882204.000000 Penalty: 6056.001953
	Iteration 43Q: 3 clusters Score -2.48822e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 197843 members 
Entering Unmasked Estep 
Score: -24882178.000000 Penalty: 6056.001953
	Iteration 44Q: 3 clusters Score -2.488218e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 197917 members 
Entering Unmasked Estep 
Score: -24882176.000000 Penalty: 6056.001953
	Iteration 45Q: 3 clusters Score -2.488218e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 197975 members 
Entering Unmasked Estep 
Score: -24882150.000000 Penalty: 6056.001953
	Iteration 46Q: 3 clusters Score -2.488215e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 198028 members 
Entering Unmasked Estep 
Score: -24882152.000000 Penalty: 6056.001953
	Iteration 47Q: 3 clusters Score -2.488215e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 198085 members 
Entering Unmasked Estep 
Score: -24882134.000000 Penalty: 6056.001953
	Iteration 48Q: 3 clusters Score -2.488213e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 198140 members 
Entering Unmasked Estep 
Score: -24882120.000000 Penalty: 6056.001953
	Iteration 49Q: 3 clusters Score -2.488212e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 198183 members 
Entering Unmasked Estep 
Score: -24882122.000000 Penalty: 6056.001953
	Iteration 50Q: 3 clusters Score -2.488212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 198223 members 
Entering Unmasked Estep 
Score: -24882086.000000 Penalty: 6056.001953
	Iteration 51Q: 3 clusters Score -2.488209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -24882088.000000 Penalty: 6056.001953
	Iteration 52Q: 3 clusters Score -2.488209e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 198292 members 
Entering Unmasked Estep 
Score: -24882064.000000 Penalty: 6056.001953
	Iteration 53Q: 3 clusters Score -2.488206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 198328 members 
Entering Unmasked Estep 
Score: -24882092.000000 Penalty: 6056.001953
	Iteration 54Q: 3 clusters Score -2.488209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 198361 members 
Entering Unmasked Estep 
Score: -24882088.000000 Penalty: 6056.001953
	Iteration 55Q: 3 clusters Score -2.488209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 198400 members 
Entering Unmasked Estep 
Score: -24882080.000000 Penalty: 6056.001953
	Iteration 56Q: 3 clusters Score -2.488208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 198432 members 
Entering Unmasked Estep 
Score: -24882098.000000 Penalty: 6056.001953
	Iteration 57Q: 3 clusters Score -2.48821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 198467 members 
Entering Unmasked Estep 
Score: -24882138.000000 Penalty: 6056.001953
	Iteration 58Q: 3 clusters Score -2.488214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 198501 members 
Entering Unmasked Estep 
Score: -24882128.000000 Penalty: 6056.001953
	Iteration 59Q: 3 clusters Score -2.488213e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 198540 members 
Entering Unmasked Estep 
Score: -24882144.000000 Penalty: 6056.001953
	Iteration 60F: 3 clusters Score -2.488214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 198571 members 
Entering Unmasked Estep 
Score: -24882126.000000 Penalty: 6056.001953
	Iteration 61Q: 3 clusters Score -2.488213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 198599 members 
Entering Unmasked Estep 
Score: -24882132.000000 Penalty: 6056.001953
	Iteration 62Q: 3 clusters Score -2.488213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 198618 members 
Entering Unmasked Estep 
Score: -24882132.000000 Penalty: 6056.001953
	Iteration 63Q: 3 clusters Score -2.488213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 198639 members 
Entering Unmasked Estep 
Score: -24882122.000000 Penalty: 6056.001953
	Iteration 64Q: 3 clusters Score -2.488212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 198660 members 
Entering Unmasked Estep 
Score: -24882106.000000 Penalty: 6056.001953
	Iteration 65Q: 3 clusters Score -2.488211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 198676 members 
Entering Unmasked Estep 
Score: -24882136.000000 Penalty: 6056.001953
	Iteration 66Q: 3 clusters Score -2.488214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 198689 members 
Entering Unmasked Estep 
Score: -24882120.000000 Penalty: 6056.001953
	Iteration 67Q: 3 clusters Score -2.488212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 198702 members 
Entering Unmasked Estep 
Score: -24882114.000000 Penalty: 6056.001953
	Iteration 68Q: 3 clusters Score -2.488211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 198713 members 
Entering Unmasked Estep 
Score: -24882122.000000 Penalty: 6056.001953
	Iteration 69Q: 3 clusters Score -2.488212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 198722 members 
Entering Unmasked Estep 
Score: -24882120.000000 Penalty: 6056.001953
	Iteration 70Q: 3 clusters Score -2.488212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 198726 members 
Entering Unmasked Estep 
Score: -24882106.000000 Penalty: 6056.001953
	Iteration 71Q: 3 clusters Score -2.488211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 198728 members 
Entering Unmasked Estep 
Score: -24882108.000000 Penalty: 6056.001953
	Iteration 72Q: 3 clusters Score -2.488211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 198731 members 
Entering Unmasked Estep 
Score: -24882128.000000 Penalty: 6056.001953
	Iteration 73Q: 3 clusters Score -2.488213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 198735 members 
Entering Unmasked Estep 
Score: -24882132.000000 Penalty: 6056.001953
	Iteration 74Q: 3 clusters Score -2.488213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 198739 members 
Entering Unmasked Estep 
Score: -24882118.000000 Penalty: 6056.001953
	Iteration 75Q: 3 clusters Score -2.488212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 198741 members 
Entering Unmasked Estep 
Score: -24882118.000000 Penalty: 6056.001953
	Iteration 76Q: 3 clusters Score -2.488212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 198743 members 
Entering Unmasked Estep 
Score: -24882134.000000 Penalty: 6056.001953
	Iteration 77Q: 3 clusters Score -2.488213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 198745 members 
Entering Unmasked Estep 
Score: -24882124.000000 Penalty: 6056.001953
	Iteration 78Q: 3 clusters Score -2.488212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 198749 members 
Entering Unmasked Estep 
Score: -24882126.000000 Penalty: 6056.001953
	Iteration 79Q: 3 clusters Score -2.488213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 198752 members 
Entering Unmasked Estep 
Score: -24882148.000000 Penalty: 6056.001953
	Iteration 80F: 3 clusters Score -2.488215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 198755 members 
Entering Unmasked Estep 
Score: -24882146.000000 Penalty: 6056.001953
	Iteration 81Q: 3 clusters Score -2.488215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 198757 members 
Entering Unmasked Estep 
Score: -24882146.000000 Penalty: 6056.001953
	Iteration 82Q: 3 clusters Score -2.488215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 198760 members 
Entering Unmasked Estep 
Score: -24882150.000000 Penalty: 6056.001953
	Iteration 83Q: 3 clusters Score -2.488215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 198764 members 
Entering Unmasked Estep 
Score: -24882150.000000 Penalty: 6056.001953
	Iteration 84Q: 3 clusters Score -2.488215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 198765 members 
Entering Unmasked Estep 
Score: -24882154.000000 Penalty: 6056.001953
	Iteration 85Q: 3 clusters Score -2.488215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 198769 members 
Entering Unmasked Estep 
Score: -24882142.000000 Penalty: 6056.001953
	Iteration 86Q: 3 clusters Score -2.488214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 198772 members 
Entering Unmasked Estep 
Score: -24882126.000000 Penalty: 6056.001953
	Iteration 87Q: 3 clusters Score -2.488213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 198773 members 
Entering Unmasked Estep 
Score: -24882122.000000 Penalty: 6056.001953
	Iteration 88Q: 3 clusters Score -2.488212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 198778 members 
Entering Unmasked Estep 
Score: -24882128.000000 Penalty: 6056.001953
	Iteration 89Q: 3 clusters Score -2.488213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 198781 members 
Entering Unmasked Estep 
Score: -24882122.000000 Penalty: 6056.001953
	Iteration 90Q: 3 clusters Score -2.488212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 198785 members 
Entering Unmasked Estep 
Score: -24882130.000000 Penalty: 6056.001953
	Iteration 91Q: 3 clusters Score -2.488213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 198792 members 
Entering Unmasked Estep 
Score: -24882146.000000 Penalty: 6056.001953
	Iteration 92Q: 3 clusters Score -2.488215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 198795 members 
Entering Unmasked Estep 
Score: -24882140.000000 Penalty: 6056.001953
	Iteration 93Q: 3 clusters Score -2.488214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 198804 members 
Entering Unmasked Estep 
Score: -24882138.000000 Penalty: 6056.001953
	Iteration 94Q: 3 clusters Score -2.488214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 198818 members 
Entering Unmasked Estep 
Score: -24882120.000000 Penalty: 6056.001953
	Iteration 95Q: 3 clusters Score -2.488212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 198833 members 
Entering Unmasked Estep 
Score: -24882132.000000 Penalty: 6056.001953
	Iteration 96Q: 3 clusters Score -2.488213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 198844 members 
Entering Unmasked Estep 
Score: -24882118.000000 Penalty: 6056.001953
	Iteration 97Q: 3 clusters Score -2.488212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 198853 members 
Entering Unmasked Estep 
Score: -24882096.000000 Penalty: 6056.001953
	Iteration 98Q: 3 clusters Score -2.48821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 198857 members 
Entering Unmasked Estep 
Score: -24882098.000000 Penalty: 6056.001953
	Iteration 99Q: 3 clusters Score -2.48821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 198858 members 
Entering Unmasked Estep 
Score: -24882104.000000 Penalty: 6056.001953
	Iteration 100F: 3 clusters Score -2.48821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 198859 members 
Entering Unmasked Estep 
Score: -24882104.000000 Penalty: 6056.001953
	Iteration 101Q: 3 clusters Score -2.48821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 198862 members 
Entering Unmasked Estep 
Score: -24882100.000000 Penalty: 6056.001953
	Iteration 102Q: 3 clusters Score -2.48821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 198865 members 
Entering Unmasked Estep 
Score: -24882096.000000 Penalty: 6056.001953
	Iteration 103Q: 3 clusters Score -2.48821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 198869 members 
Entering Unmasked Estep 
Score: -24882086.000000 Penalty: 6056.001953
	Iteration 104Q: 3 clusters Score -2.488209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 198874 members 
Entering Unmasked Estep 
Score: -24882074.000000 Penalty: 6056.001953
	Iteration 105Q: 3 clusters Score -2.488207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 198875 members 
Entering Unmasked Estep 
Score: -24882078.000000 Penalty: 6056.001953
	Iteration 106Q: 3 clusters Score -2.488208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 198877 members 
Entering Unmasked Estep 
Score: -24882076.000000 Penalty: 6056.001953
	Iteration 107Q: 3 clusters Score -2.488208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 198879 members 
Entering Unmasked Estep 
Score: -24882084.000000 Penalty: 6056.001953
	Iteration 108Q: 3 clusters Score -2.488208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 198880 members 
Entering Unmasked Estep 
Score: -24882080.000000 Penalty: 6056.001953
	Iteration 109Q: 3 clusters Score -2.488208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 198882 members 
Entering Unmasked Estep 
Score: -24882078.000000 Penalty: 6056.001953
	Iteration 110Q: 3 clusters Score -2.488208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 198884 members 
Entering Unmasked Estep 
Score: -24882078.000000 Penalty: 6056.001953
	Iteration 111Q: 3 clusters Score -2.488208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 198884 members 
Entering Unmasked Estep 
Score: -24882078.000000 Penalty: 6056.001953
	Iteration 112F: 3 clusters Score -2.488208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Entering Unmasked Estep 
Score: -2903877.500000 Penalty: 2499.319824
	Iteration 0F: 2 clusters Score -2903878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2887403.750000 Penalty: 4998.639648
	Iteration 0F: 3 clusters Score -2887404 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2893121.750000 Penalty: 4998.639648
	Iteration 1F: 3 clusters Score -2893122 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2893589.250000 Penalty: 4998.639648
	Iteration 2F: 3 clusters Score -2893589 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2894095.500000 Penalty: 4998.639648
	Iteration 3Q: 3 clusters Score -2894096 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2894722.500000 Penalty: 4998.639648
	Iteration 4F: 3 clusters Score -2894722 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2895535.750000 Penalty: 4998.639648
	Iteration 5F: 3 clusters Score -2895536 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2896530.250000 Penalty: 4998.639648
	Iteration 6F: 3 clusters Score -2896530 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2897607.750000 Penalty: 4998.639648
	Iteration 7F: 3 clusters Score -2897608 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2898534.000000 Penalty: 4998.639648
	Iteration 8F: 3 clusters Score -2898534 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2899249.250000 Penalty: 4998.639648
	Iteration 9F: 3 clusters Score -2899249 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2899733.750000 Penalty: 4998.639648
	Iteration 10Q: 3 clusters Score -2899734 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2900121.750000 Penalty: 4998.639648
	Iteration 11Q: 3 clusters Score -2900122 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2900439.000000 Penalty: 4998.639648
	Iteration 12Q: 3 clusters Score -2900439 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2900721.750000 Penalty: 4998.639648
	Iteration 13Q: 3 clusters Score -2900722 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2900977.500000 Penalty: 4998.639648
	Iteration 14Q: 3 clusters Score -2900978 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2901233.750000 Penalty: 4998.639648
	Iteration 15Q: 3 clusters Score -2901234 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2901527.250000 Penalty: 4998.639648
	Iteration 16Q: 3 clusters Score -2901527 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2901863.000000 Penalty: 4998.639648
	Iteration 17Q: 3 clusters Score -2901863 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2902239.750000 Penalty: 4998.639648
	Iteration 18Q: 3 clusters Score -2902240 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2902642.250000 Penalty: 4998.639648
	Iteration 19Q: 3 clusters Score -2902642 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2903060.750000 Penalty: 4998.639648
	Iteration 20F: 3 clusters Score -2903061 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2903479.250000 Penalty: 4998.639648
	Iteration 21Q: 3 clusters Score -2903479 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2904086.250000 Penalty: 4998.639648
	Iteration 22Q: 3 clusters Score -2904086 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2905426.500000 Penalty: 4998.639648
	Iteration 23Q: 3 clusters Score -2905426 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2907483.750000 Penalty: 4998.639648
	Iteration 24F: 3 clusters Score -2907484 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2908914.000000 Penalty: 4998.639648
	Iteration 25Q: 3 clusters Score -2908914 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2909610.000000 Penalty: 4998.639648
	Iteration 26Q: 3 clusters Score -2909610 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2909886.250000 Penalty: 4998.639648
	Iteration 27Q: 3 clusters Score -2909886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2909989.250000 Penalty: 4998.639648
	Iteration 28Q: 3 clusters Score -2909989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2910025.750000 Penalty: 4998.639648
	Iteration 29Q: 3 clusters Score -2910026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2910044.000000 Penalty: 4998.639648
	Iteration 30Q: 3 clusters Score -2910044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2910065.750000 Penalty: 4998.639648
	Iteration 31Q: 3 clusters Score -2910066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2910081.000000 Penalty: 4998.639648
	Iteration 32Q: 3 clusters Score -2910081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2910080.750000 Penalty: 4998.639648
	Iteration 33Q: 3 clusters Score -2910081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2910081.250000 Penalty: 4998.639648
	Iteration 34Q: 3 clusters Score -2910081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2910082.250000 Penalty: 4998.639648
	Iteration 35Q: 3 clusters Score -2910082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2910079.500000 Penalty: 4998.639648
	Iteration 36Q: 3 clusters Score -2910080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2910088.500000 Penalty: 4998.639648
	Iteration 37Q: 3 clusters Score -2910088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2910087.750000 Penalty: 4998.639648
	Iteration 38Q: 3 clusters Score -2910088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2910085.250000 Penalty: 4998.639648
	Iteration 39Q: 3 clusters Score -2910085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2910088.250000 Penalty: 4998.639648
	Iteration 40F: 3 clusters Score -2910088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2910084.000000 Penalty: 4998.639648
	Iteration 41Q: 3 clusters Score -2910084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2910086.000000 Penalty: 4998.639648
	Iteration 42Q: 3 clusters Score -2910086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2910091.250000 Penalty: 4998.639648
	Iteration 43Q: 3 clusters Score -2910091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2910097.250000 Penalty: 4998.639648
	Iteration 44Q: 3 clusters Score -2910097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2910096.000000 Penalty: 4998.639648
	Iteration 45Q: 3 clusters Score -2910096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2910096.000000 Penalty: 4998.639648
	Iteration 46F: 3 clusters Score -2910096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 247825 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 164702 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 15455 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 12158 members 
Mstep: Class 14 contains 99168 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 200723 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 47006 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 22285 members 
Mstep: Class 25 contains 3269 members 
Mstep: Class 26 contains 10192 members 
Entering Unmasked Estep 
Score: -124159296.000000 Penalty: 89308.210938
Splitting cluster 20 changes total score from -124137592.000000 to -124159296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (47006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Entering Unmasked Estep 
Score: -5552936.500000 Penalty: 2667.991699
	Iteration 0F: 2 clusters Score -5552936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5521302.000000 Penalty: 5335.983398
	Iteration 0F: 3 clusters Score -5521302 nChanged 21642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5533614.500000 Penalty: 5335.983398
	Iteration 1F: 3 clusters Score -5533614 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -5534655.500000 Penalty: 5335.983398
	Iteration 2F: 3 clusters Score -5534656 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5536100.000000 Penalty: 5335.983398
	Iteration 3F: 3 clusters Score -5536100 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5538081.500000 Penalty: 5335.983398
	Iteration 4F: 3 clusters Score -5538082 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -5540828.000000 Penalty: 5335.983398
	Iteration 5F: 3 clusters Score -5540828 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5543950.000000 Penalty: 5335.983398
	Iteration 6F: 3 clusters Score -5543950 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5546922.500000 Penalty: 5335.983398
	Iteration 7F: 3 clusters Score -5546922 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5549059.500000 Penalty: 5335.983398
	Iteration 8F: 3 clusters Score -5549060 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -5550378.000000 Penalty: 5335.983398
	Iteration 9Q: 3 clusters Score -5550378 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5551070.500000 Penalty: 5335.983398
	Iteration 10Q: 3 clusters Score -5551070 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5551374.000000 Penalty: 5335.983398
	Iteration 11Q: 3 clusters Score -5551374 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -5551538.500000 Penalty: 5335.983398
	Iteration 12Q: 3 clusters Score -5551538 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5551597.500000 Penalty: 5335.983398
	Iteration 13Q: 3 clusters Score -5551598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -5551651.000000 Penalty: 5335.983398
	Iteration 14Q: 3 clusters Score -5551651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -5551672.500000 Penalty: 5335.983398
	Iteration 15Q: 3 clusters Score -5551672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -5551694.500000 Penalty: 5335.983398
	Iteration 16Q: 3 clusters Score -5551694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -5551699.000000 Penalty: 5335.983398
	Iteration 17Q: 3 clusters Score -5551699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5551705.500000 Penalty: 5335.983398
	Iteration 18Q: 3 clusters Score -5551706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5551708.000000 Penalty: 5335.983398
	Iteration 19Q: 3 clusters Score -5551708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5551712.000000 Penalty: 5335.983398
	Iteration 20F: 3 clusters Score -5551712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -5551710.000000 Penalty: 5335.983398
	Iteration 21Q: 3 clusters Score -5551710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5551710.000000 Penalty: 5335.983398
	Iteration 22Q: 3 clusters Score -5551710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -5551700.000000 Penalty: 5335.983398
	Iteration 23Q: 3 clusters Score -5551700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -5551704.000000 Penalty: 5335.983398
	Iteration 24Q: 3 clusters Score -5551704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5551708.000000 Penalty: 5335.983398
	Iteration 25Q: 3 clusters Score -5551708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5551708.500000 Penalty: 5335.983398
	Iteration 26Q: 3 clusters Score -5551708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5551705.000000 Penalty: 5335.983398
	Iteration 27Q: 3 clusters Score -5551705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5551715.500000 Penalty: 5335.983398
	Iteration 28Q: 3 clusters Score -5551716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -5551718.000000 Penalty: 5335.983398
	Iteration 29Q: 3 clusters Score -5551718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -5551718.500000 Penalty: 5335.983398
	Iteration 30Q: 3 clusters Score -5551718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -5551722.500000 Penalty: 5335.983398
	Iteration 31Q: 3 clusters Score -5551722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -5551722.500000 Penalty: 5335.983398
	Iteration 32Q: 3 clusters Score -5551722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -5551719.500000 Penalty: 5335.983398
	Iteration 33Q: 3 clusters Score -5551720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -5551724.500000 Penalty: 5335.983398
	Iteration 34Q: 3 clusters Score -5551724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -5551724.500000 Penalty: 5335.983398
	Iteration 35F: 3 clusters Score -5551724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 247825 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 164702 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 15455 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 12158 members 
Mstep: Class 14 contains 99168 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 200723 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 22 contains 47006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124164024.000000 Penalty: 89308.210938
Iteration 39Q: 27 clusters Score -1.24164e+08 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 247074 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 19502 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 165158 members 
Mstep: Class 9 contains 17277 members 
Mstep: Class 10 contains 31540 members 
Mstep: Class 11 contains 16291 members 
Mstep: Class 12 contains 9914 members 
Mstep: Class 13 contains 12181 members 
Mstep: Class 14 contains 100649 members 
Mstep: Class 15 contains 6003 members 
Mstep: Class 16 contains 55149 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 200920 members 
Mstep: Class 20 contains 13475 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 47298 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 21914 members 
Mstep: Class 25 contains 3071 members 
Mstep: Class 26 contains 9994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124172360.000000 Penalty: 89308.210938
Iteration 40F: 27 clusters Score -1.241724e+08 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 249699 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 19109 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 164820 members 
Mstep: Class 9 contains 17121 members 
Mstep: Class 10 contains 31154 members 
Mstep: Class 11 contains 16861 members 
Mstep: Class 12 contains 9874 members 
Mstep: Class 13 contains 12182 members 
Mstep: Class 14 contains 101875 members 
Mstep: Class 15 contains 5962 members 
Mstep: Class 16 contains 55183 members 
Mstep: Class 17 contains 9675 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 197237 members 
Mstep: Class 20 contains 13304 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 21997 members 
Mstep: Class 25 contains 3491 members 
Mstep: Class 26 contains 10079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124176480.000000 Penalty: 89308.210938
Iteration 41Q: 27 clusters Score -1.241765e+08 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 251299 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 18867 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 164579 members 
Mstep: Class 9 contains 17059 members 
Mstep: Class 10 contains 30821 members 
Mstep: Class 11 contains 17354 members 
Mstep: Class 12 contains 9837 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 103002 members 
Mstep: Class 15 contains 5920 members 
Mstep: Class 16 contains 55220 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 4771 members 
Mstep: Class 19 contains 194722 members 
Mstep: Class 20 contains 13199 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 47038 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 22045 members 
Mstep: Class 25 contains 3798 members 
Mstep: Class 26 contains 10092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124178368.000000 Penalty: 89308.210938
Iteration 42Q: 27 clusters Score -1.241784e+08 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 252203 members 
Mstep: Class 5 contains 19881 members 
Mstep: Class 6 contains 18736 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 164371 members 
Mstep: Class 9 contains 17014 members 
Mstep: Class 10 contains 30528 members 
Mstep: Class 11 contains 17755 members 
Mstep: Class 12 contains 9801 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 104034 members 
Mstep: Class 15 contains 5894 members 
Mstep: Class 16 contains 55237 members 
Mstep: Class 17 contains 9735 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 19 contains 193100 members 
Mstep: Class 20 contains 13178 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 46931 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 22061 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 10091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124178832.000000 Penalty: 89308.210938
Iteration 43Q: 27 clusters Score -1.241788e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 252692 members 
Mstep: Class 5 contains 19436 members 
Mstep: Class 6 contains 18588 members 
Mstep: Class 7 contains 5907 members 
Mstep: Class 8 contains 164203 members 
Mstep: Class 9 contains 16987 members 
Mstep: Class 10 contains 30315 members 
Mstep: Class 11 contains 18085 members 
Mstep: Class 12 contains 9752 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 105019 members 
Mstep: Class 15 contains 5879 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 9775 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 192064 members 
Mstep: Class 20 contains 13181 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 46820 members 
Mstep: Class 23 contains 5828 members 
Mstep: Class 24 contains 22063 members 
Mstep: Class 25 contains 4139 members 
Mstep: Class 26 contains 10094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124179680.000000 Penalty: 89308.210938
Iteration 44Q: 27 clusters Score -1.241797e+08 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3246 members 
Mstep: Class 4 contains 252788 members 
Mstep: Class 5 contains 19046 members 
Mstep: Class 6 contains 18468 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 164060 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 30155 members 
Mstep: Class 11 contains 18355 members 
Mstep: Class 12 contains 9693 members 
Mstep: Class 13 contains 12204 members 
Mstep: Class 14 contains 105934 members 
Mstep: Class 15 contains 5875 members 
Mstep: Class 16 contains 55284 members 
Mstep: Class 17 contains 9814 members 
Mstep: Class 18 contains 4764 members 
Mstep: Class 19 contains 191464 members 
Mstep: Class 20 contains 13196 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 6049 members 
Mstep: Class 24 contains 22071 members 
Mstep: Class 25 contains 4265 members 
Mstep: Class 26 contains 10098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124180072.000000 Penalty: 89308.210938
Iteration 45Q: 27 clusters Score -1.241801e+08 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 252504 members 
Mstep: Class 5 contains 18713 members 
Mstep: Class 6 contains 18344 members 
Mstep: Class 7 contains 5740 members 
Mstep: Class 8 contains 163972 members 
Mstep: Class 9 contains 16959 members 
Mstep: Class 10 contains 30013 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 106800 members 
Mstep: Class 15 contains 5863 members 
Mstep: Class 16 contains 55298 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 4759 members 
Mstep: Class 19 contains 191282 members 
Mstep: Class 20 contains 13208 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 46571 members 
Mstep: Class 23 contains 6192 members 
Mstep: Class 24 contains 22075 members 
Mstep: Class 25 contains 4374 members 
Mstep: Class 26 contains 10104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124180208.000000 Penalty: 89308.210938
Iteration 46Q: 27 clusters Score -1.241802e+08 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 4 contains 251997 members 
Mstep: Class 5 contains 18390 members 
Mstep: Class 6 contains 18260 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 163906 members 
Mstep: Class 9 contains 16948 members 
Mstep: Class 10 contains 29894 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 9580 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 107695 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 16 contains 55315 members 
Mstep: Class 17 contains 9891 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 19 contains 191278 members 
Mstep: Class 20 contains 13232 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 46456 members 
Mstep: Class 23 contains 6309 members 
Mstep: Class 24 contains 22078 members 
Mstep: Class 25 contains 4451 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124180344.000000 Penalty: 89308.210938
Iteration 47Q: 27 clusters Score -1.241803e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 251427 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 18193 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 163821 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 29820 members 
Mstep: Class 11 contains 18910 members 
Mstep: Class 12 contains 9537 members 
Mstep: Class 13 contains 12246 members 
Mstep: Class 14 contains 108593 members 
Mstep: Class 15 contains 5847 members 
Mstep: Class 16 contains 55330 members 
Mstep: Class 17 contains 9950 members 
Mstep: Class 18 contains 4755 members 
Mstep: Class 19 contains 191333 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 46335 members 
Mstep: Class 23 contains 6389 members 
Mstep: Class 24 contains 22078 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181088.000000 Penalty: 89308.210938
Iteration 48Q: 27 clusters Score -1.241811e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 3212 members 
Mstep: Class 4 contains 250806 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 163758 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 29758 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 109533 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 55338 members 
Mstep: Class 17 contains 9993 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 191404 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 46209 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 22070 members 
Mstep: Class 25 contains 4576 members 
Mstep: Class 26 contains 10105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181264.000000 Penalty: 89308.210938
Iteration 49Q: 27 clusters Score -1.241813e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 250214 members 
Mstep: Class 5 contains 17541 members 
Mstep: Class 6 contains 18039 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 8 contains 163729 members 
Mstep: Class 9 contains 16915 members 
Mstep: Class 10 contains 29714 members 
Mstep: Class 11 contains 19100 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 12294 members 
Mstep: Class 14 contains 110422 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 55353 members 
Mstep: Class 17 contains 10032 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 191460 members 
Mstep: Class 20 contains 13330 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 46127 members 
Mstep: Class 23 contains 6483 members 
Mstep: Class 24 contains 22064 members 
Mstep: Class 25 contains 4605 members 
Mstep: Class 26 contains 10105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181184.000000 Penalty: 89308.210938
Iteration 50Q: 27 clusters Score -1.241812e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 3200 members 
Mstep: Class 4 contains 249538 members 
Mstep: Class 5 contains 17272 members 
Mstep: Class 6 contains 17978 members 
Mstep: Class 7 contains 5529 members 
Mstep: Class 8 contains 163697 members 
Mstep: Class 9 contains 16897 members 
Mstep: Class 10 contains 29677 members 
Mstep: Class 11 contains 19156 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 12311 members 
Mstep: Class 14 contains 111306 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 55357 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 4751 members 
Mstep: Class 19 contains 191599 members 
Mstep: Class 20 contains 13376 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 46058 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 22059 members 
Mstep: Class 25 contains 4637 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181360.000000 Penalty: 89308.210938
Iteration 51Q: 27 clusters Score -1.241814e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 248916 members 
Mstep: Class 5 contains 17003 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 163674 members 
Mstep: Class 9 contains 16883 members 
Mstep: Class 10 contains 29654 members 
Mstep: Class 11 contains 19191 members 
Mstep: Class 12 contains 9311 members 
Mstep: Class 13 contains 12320 members 
Mstep: Class 14 contains 112182 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 55357 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 191671 members 
Mstep: Class 20 contains 13416 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45981 members 
Mstep: Class 23 contains 6565 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 4673 members 
Mstep: Class 26 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181560.000000 Penalty: 89308.210938
Iteration 52Q: 27 clusters Score -1.241816e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 248263 members 
Mstep: Class 5 contains 16750 members 
Mstep: Class 6 contains 17863 members 
Mstep: Class 7 contains 5471 members 
Mstep: Class 8 contains 163664 members 
Mstep: Class 9 contains 16881 members 
Mstep: Class 10 contains 29633 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 9271 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 14 contains 113082 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 55354 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 18 contains 4757 members 
Mstep: Class 19 contains 191728 members 
Mstep: Class 20 contains 13460 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45891 members 
Mstep: Class 23 contains 6599 members 
Mstep: Class 24 contains 22056 members 
Mstep: Class 25 contains 4714 members 
Mstep: Class 26 contains 10110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181776.000000 Penalty: 89308.210938
Iteration 53Q: 27 clusters Score -1.241818e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 247663 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 17821 members 
Mstep: Class 7 contains 5443 members 
Mstep: Class 8 contains 163646 members 
Mstep: Class 9 contains 16865 members 
Mstep: Class 10 contains 29616 members 
Mstep: Class 11 contains 19228 members 
Mstep: Class 12 contains 9229 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 113917 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 55354 members 
Mstep: Class 17 contains 10273 members 
Mstep: Class 18 contains 4758 members 
Mstep: Class 19 contains 191783 members 
Mstep: Class 20 contains 13499 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45851 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 22056 members 
Mstep: Class 25 contains 4746 members 
Mstep: Class 26 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182264.000000 Penalty: 89308.210938
Iteration 54Q: 27 clusters Score -1.241823e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 247010 members 
Mstep: Class 5 contains 16303 members 
Mstep: Class 6 contains 17780 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 163650 members 
Mstep: Class 9 contains 16861 members 
Mstep: Class 10 contains 29607 members 
Mstep: Class 11 contains 19241 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 12338 members 
Mstep: Class 14 contains 114739 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 55351 members 
Mstep: Class 17 contains 10335 members 
Mstep: Class 18 contains 4759 members 
Mstep: Class 19 contains 191826 members 
Mstep: Class 20 contains 13546 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45792 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 22054 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182584.000000 Penalty: 89308.210938
Iteration 55Q: 27 clusters Score -1.241826e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 246360 members 
Mstep: Class 5 contains 16127 members 
Mstep: Class 6 contains 17731 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 163643 members 
Mstep: Class 9 contains 16856 members 
Mstep: Class 10 contains 29597 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 12345 members 
Mstep: Class 14 contains 115564 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 55350 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 4758 members 
Mstep: Class 19 contains 191854 members 
Mstep: Class 20 contains 13588 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45729 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 10109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182704.000000 Penalty: 89308.210938
Iteration 56Q: 27 clusters Score -1.241827e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 245764 members 
Mstep: Class 5 contains 15978 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 163634 members 
Mstep: Class 9 contains 16848 members 
Mstep: Class 10 contains 29585 members 
Mstep: Class 11 contains 19296 members 
Mstep: Class 12 contains 9117 members 
Mstep: Class 13 contains 12344 members 
Mstep: Class 14 contains 116375 members 
Mstep: Class 15 contains 5838 members 
Mstep: Class 16 contains 55348 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 19 contains 191798 members 
Mstep: Class 20 contains 13609 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45693 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 10107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183024.000000 Penalty: 89308.210938
Iteration 57Q: 27 clusters Score -1.24183e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 3169 members 
Mstep: Class 4 contains 245173 members 
Mstep: Class 5 contains 15814 members 
Mstep: Class 6 contains 17676 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 163623 members 
Mstep: Class 9 contains 16836 members 
Mstep: Class 10 contains 29578 members 
Mstep: Class 11 contains 19303 members 
Mstep: Class 12 contains 9106 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 14 contains 117183 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 55345 members 
Mstep: Class 17 contains 10441 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 191735 members 
Mstep: Class 20 contains 13632 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45667 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 22056 members 
Mstep: Class 25 contains 4878 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182936.000000 Penalty: 89308.210938
Iteration 58Q: 27 clusters Score -1.241829e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 244571 members 
Mstep: Class 5 contains 15654 members 
Mstep: Class 6 contains 17663 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 163616 members 
Mstep: Class 9 contains 16822 members 
Mstep: Class 10 contains 29572 members 
Mstep: Class 11 contains 19309 members 
Mstep: Class 12 contains 9099 members 
Mstep: Class 13 contains 12356 members 
Mstep: Class 14 contains 118008 members 
Mstep: Class 15 contains 5838 members 
Mstep: Class 16 contains 55344 members 
Mstep: Class 17 contains 10468 members 
Mstep: Class 18 contains 4772 members 
Mstep: Class 19 contains 191699 members 
Mstep: Class 20 contains 13652 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45622 members 
Mstep: Class 23 contains 6821 members 
Mstep: Class 24 contains 22054 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183136.000000 Penalty: 89308.210938
Iteration 59Q: 27 clusters Score -1.241831e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 3160 members 
Mstep: Class 4 contains 243994 members 
Mstep: Class 5 contains 15476 members 
Mstep: Class 6 contains 17635 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 163623 members 
Mstep: Class 9 contains 16809 members 
Mstep: Class 10 contains 29568 members 
Mstep: Class 11 contains 19309 members 
Mstep: Class 12 contains 9078 members 
Mstep: Class 13 contains 12362 members 
Mstep: Class 14 contains 118805 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 55348 members 
Mstep: Class 17 contains 10492 members 
Mstep: Class 18 contains 4769 members 
Mstep: Class 19 contains 191670 members 
Mstep: Class 20 contains 13678 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45598 members 
Mstep: Class 23 contains 6867 members 
Mstep: Class 24 contains 22054 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183736.000000 Penalty: 89308.210938
Iteration 60F: 27 clusters Score -1.241837e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 693 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 4 contains 243441 members 
Mstep: Class 5 contains 15321 members 
Mstep: Class 6 contains 17614 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 163624 members 
Mstep: Class 9 contains 16793 members 
Mstep: Class 10 contains 29562 members 
Mstep: Class 11 contains 19316 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 12366 members 
Mstep: Class 14 contains 119595 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 55348 members 
Mstep: Class 17 contains 10518 members 
Mstep: Class 18 contains 4772 members 
Mstep: Class 19 contains 191611 members 
Mstep: Class 20 contains 13705 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 45566 members 
Mstep: Class 23 contains 6899 members 
Mstep: Class 24 contains 22051 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183656.000000 Penalty: 89308.210938
Iteration 61Q: 27 clusters Score -1.241837e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 242925 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 17600 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 163614 members 
Mstep: Class 9 contains 16798 members 
Mstep: Class 10 contains 29557 members 
Mstep: Class 11 contains 19313 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 12371 members 
Mstep: Class 14 contains 120405 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 55346 members 
Mstep: Class 17 contains 10532 members 
Mstep: Class 18 contains 4776 members 
Mstep: Class 19 contains 191520 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45521 members 
Mstep: Class 23 contains 6920 members 
Mstep: Class 24 contains 22056 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 10107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183960.000000 Penalty: 89308.210938
Iteration 62Q: 27 clusters Score -1.24184e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 242371 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 17586 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 163602 members 
Mstep: Class 9 contains 16792 members 
Mstep: Class 10 contains 29547 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 12384 members 
Mstep: Class 14 contains 121230 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 55345 members 
Mstep: Class 17 contains 10546 members 
Mstep: Class 18 contains 4778 members 
Mstep: Class 19 contains 191436 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45481 members 
Mstep: Class 23 contains 6933 members 
Mstep: Class 24 contains 22056 members 
Mstep: Class 25 contains 4942 members 
Mstep: Class 26 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184184.000000 Penalty: 89308.210938
Iteration 63Q: 27 clusters Score -1.241842e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 241822 members 
Mstep: Class 5 contains 14908 members 
Mstep: Class 6 contains 17577 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 163578 members 
Mstep: Class 9 contains 16775 members 
Mstep: Class 10 contains 29529 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 12399 members 
Mstep: Class 14 contains 122078 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 55348 members 
Mstep: Class 17 contains 10563 members 
Mstep: Class 18 contains 4776 members 
Mstep: Class 19 contains 191334 members 
Mstep: Class 20 contains 13760 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45438 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 4947 members 
Mstep: Class 26 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184600.000000 Penalty: 89308.210938
Iteration 64Q: 27 clusters Score -1.241846e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 241284 members 
Mstep: Class 5 contains 14785 members 
Mstep: Class 6 contains 17565 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 163542 members 
Mstep: Class 9 contains 16772 members 
Mstep: Class 10 contains 29513 members 
Mstep: Class 11 contains 19318 members 
Mstep: Class 12 contains 9020 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 122958 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 55346 members 
Mstep: Class 17 contains 10578 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 19 contains 191210 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45384 members 
Mstep: Class 23 contains 6964 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 4957 members 
Mstep: Class 26 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184680.000000 Penalty: 89308.210938
Iteration 65Q: 27 clusters Score -1.241847e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 240669 members 
Mstep: Class 5 contains 14656 members 
Mstep: Class 6 contains 17552 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 163531 members 
Mstep: Class 9 contains 16763 members 
Mstep: Class 10 contains 29510 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 9009 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 123845 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55346 members 
Mstep: Class 17 contains 10591 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 191141 members 
Mstep: Class 20 contains 13780 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45338 members 
Mstep: Class 23 contains 6966 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 4965 members 
Mstep: Class 26 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184856.000000 Penalty: 89308.210938
Iteration 66Q: 27 clusters Score -1.241849e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 240056 members 
Mstep: Class 5 contains 14526 members 
Mstep: Class 6 contains 17554 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 163503 members 
Mstep: Class 9 contains 16761 members 
Mstep: Class 10 contains 29506 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 12440 members 
Mstep: Class 14 contains 124760 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55344 members 
Mstep: Class 17 contains 10597 members 
Mstep: Class 18 contains 4791 members 
Mstep: Class 19 contains 191060 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45288 members 
Mstep: Class 23 contains 6972 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 26 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184816.000000 Penalty: 89308.210938
Iteration 67Q: 27 clusters Score -1.241848e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 239399 members 
Mstep: Class 5 contains 14420 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 5189 members 
Mstep: Class 8 contains 163474 members 
Mstep: Class 9 contains 16769 members 
Mstep: Class 10 contains 29500 members 
Mstep: Class 11 contains 19313 members 
Mstep: Class 12 contains 8993 members 
Mstep: Class 13 contains 12455 members 
Mstep: Class 14 contains 125678 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55344 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 190986 members 
Mstep: Class 20 contains 13795 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45228 members 
Mstep: Class 23 contains 6985 members 
Mstep: Class 24 contains 22051 members 
Mstep: Class 25 contains 4977 members 
Mstep: Class 26 contains 10109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184912.000000 Penalty: 89308.210938
Iteration 68Q: 27 clusters Score -1.241849e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 238732 members 
Mstep: Class 5 contains 14317 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 163424 members 
Mstep: Class 9 contains 16777 members 
Mstep: Class 10 contains 29499 members 
Mstep: Class 11 contains 19310 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 12460 members 
Mstep: Class 14 contains 126622 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 55346 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 190914 members 
Mstep: Class 20 contains 13792 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45188 members 
Mstep: Class 23 contains 6990 members 
Mstep: Class 24 contains 22050 members 
Mstep: Class 25 contains 4982 members 
Mstep: Class 26 contains 10109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185032.000000 Penalty: 89308.210938
Iteration 69Q: 27 clusters Score -1.24185e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3124 members 
Mstep: Class 4 contains 238109 members 
Mstep: Class 5 contains 14200 members 
Mstep: Class 6 contains 17569 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 163379 members 
Mstep: Class 9 contains 16764 members 
Mstep: Class 10 contains 29497 members 
Mstep: Class 11 contains 19312 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 12462 members 
Mstep: Class 14 contains 127549 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 55346 members 
Mstep: Class 17 contains 10623 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 190837 members 
Mstep: Class 20 contains 13790 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45150 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 22051 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185240.000000 Penalty: 89308.210938
Iteration 70Q: 27 clusters Score -1.241852e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 237427 members 
Mstep: Class 5 contains 14104 members 
Mstep: Class 6 contains 17573 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 163344 members 
Mstep: Class 9 contains 16759 members 
Mstep: Class 10 contains 29494 members 
Mstep: Class 11 contains 19306 members 
Mstep: Class 12 contains 8984 members 
Mstep: Class 13 contains 12470 members 
Mstep: Class 14 contains 128520 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 55345 members 
Mstep: Class 17 contains 10621 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 190748 members 
Mstep: Class 20 contains 13789 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 45129 members 
Mstep: Class 23 contains 6995 members 
Mstep: Class 24 contains 22050 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185088.000000 Penalty: 89308.210938
Iteration 71Q: 27 clusters Score -1.241851e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3114 members 
Mstep: Class 4 contains 236784 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 17582 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 163304 members 
Mstep: Class 9 contains 16749 members 
Mstep: Class 10 contains 29495 members 
Mstep: Class 11 contains 19298 members 
Mstep: Class 12 contains 8984 members 
Mstep: Class 13 contains 12476 members 
Mstep: Class 14 contains 129480 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 55344 members 
Mstep: Class 17 contains 10618 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 190621 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 45114 members 
Mstep: Class 23 contains 7002 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 5001 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185288.000000 Penalty: 89308.210938
Iteration 72Q: 27 clusters Score -1.241853e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3113 members 
Mstep: Class 4 contains 236158 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 17597 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 163269 members 
Mstep: Class 9 contains 16735 members 
Mstep: Class 10 contains 29491 members 
Mstep: Class 11 contains 19282 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 12477 members 
Mstep: Class 14 contains 130439 members 
Mstep: Class 15 contains 5829 members 
Mstep: Class 16 contains 55345 members 
Mstep: Class 17 contains 10617 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 190476 members 
Mstep: Class 20 contains 13794 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 45074 members 
Mstep: Class 23 contains 7010 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185368.000000 Penalty: 89308.210938
Iteration 73Q: 27 clusters Score -1.241854e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 235514 members 
Mstep: Class 5 contains 13873 members 
Mstep: Class 6 contains 17613 members 
Mstep: Class 7 contains 5144 members 
Mstep: Class 8 contains 163248 members 
Mstep: Class 9 contains 16731 members 
Mstep: Class 10 contains 29489 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 12478 members 
Mstep: Class 14 contains 131410 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55345 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 190351 members 
Mstep: Class 20 contains 13794 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 45030 members 
Mstep: Class 23 contains 7020 members 
Mstep: Class 24 contains 22053 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 10103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185288.000000 Penalty: 89308.210938
Iteration 74Q: 27 clusters Score -1.241853e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 234834 members 
Mstep: Class 5 contains 13786 members 
Mstep: Class 6 contains 17634 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 163201 members 
Mstep: Class 9 contains 16721 members 
Mstep: Class 10 contains 29485 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 8987 members 
Mstep: Class 13 contains 12485 members 
Mstep: Class 14 contains 132422 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55343 members 
Mstep: Class 17 contains 10605 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 190232 members 
Mstep: Class 20 contains 13797 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 7023 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 5021 members 
Mstep: Class 26 contains 10101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185376.000000 Penalty: 89308.210938
Iteration 75Q: 27 clusters Score -1.241854e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 234162 members 
Mstep: Class 5 contains 13701 members 
Mstep: Class 6 contains 17642 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 8 contains 163162 members 
Mstep: Class 9 contains 16703 members 
Mstep: Class 10 contains 29482 members 
Mstep: Class 11 contains 19237 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 12492 members 
Mstep: Class 14 contains 133396 members 
Mstep: Class 15 contains 5819 members 
Mstep: Class 16 contains 55343 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 190151 members 
Mstep: Class 20 contains 13801 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 44964 members 
Mstep: Class 23 contains 7026 members 
Mstep: Class 24 contains 22059 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 10101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185472.000000 Penalty: 89308.210938
Iteration 76Q: 27 clusters Score -1.241855e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 233462 members 
Mstep: Class 5 contains 13625 members 
Mstep: Class 6 contains 17649 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 163127 members 
Mstep: Class 9 contains 16689 members 
Mstep: Class 10 contains 29479 members 
Mstep: Class 11 contains 19225 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 12498 members 
Mstep: Class 14 contains 134388 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55344 members 
Mstep: Class 17 contains 10602 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 190061 members 
Mstep: Class 20 contains 13804 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 7028 members 
Mstep: Class 24 contains 22057 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 10100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185736.000000 Penalty: 89308.210938
Iteration 77Q: 27 clusters Score -1.241857e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 232698 members 
Mstep: Class 5 contains 13563 members 
Mstep: Class 6 contains 17677 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 163097 members 
Mstep: Class 9 contains 16676 members 
Mstep: Class 10 contains 29469 members 
Mstep: Class 11 contains 19236 members 
Mstep: Class 12 contains 8969 members 
Mstep: Class 13 contains 12504 members 
Mstep: Class 14 contains 135402 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55346 members 
Mstep: Class 17 contains 10592 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 189974 members 
Mstep: Class 20 contains 13803 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 44917 members 
Mstep: Class 23 contains 7026 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 10100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185528.000000 Penalty: 89308.210938
Iteration 78Q: 27 clusters Score -1.241855e+08 nChanged 1646
Entering ConstructFrom: 
Score: -124185528.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -725347.500000 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -725347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -720358.187500 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -720358.2 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -721491.750000 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -721491.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -721666.000000 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -721666 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -721777.250000 Penalty: 4285.499023
	Iteration 3Q: 3 clusters Score -721777.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -721851.250000 Penalty: 4285.499023
	Iteration 4Q: 3 clusters Score -721851.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -721903.937500 Penalty: 4285.499023
	Iteration 5Q: 3 clusters Score -721903.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -721947.750000 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -721947.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -721985.937500 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -721985.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -722027.875000 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -722027.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -722060.687500 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -722060.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -722096.562500 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -722096.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -722129.187500 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -722129.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -722159.812500 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -722159.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -722191.750000 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -722191.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -722220.250000 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -722220.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -722242.812500 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -722242.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -722272.437500 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -722272.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -722302.500000 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -722302.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -722331.187500 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -722331.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -722368.062500 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -722368.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -722405.687500 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -722405.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -722453.062500 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -722453.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -722505.187500 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -722505.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -722565.750000 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -722565.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -722643.875000 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -722643.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -722745.437500 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -722745.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -722840.062500 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -722840.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -722951.937500 Penalty: 4285.499023
	Iteration 27Q: 3 clusters Score -722951.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -723054.250000 Penalty: 4285.499023
	Iteration 28Q: 3 clusters Score -723054.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -723140.187500 Penalty: 4285.499023
	Iteration 29Q: 3 clusters Score -723140.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -723228.312500 Penalty: 4285.499023
	Iteration 30Q: 3 clusters Score -723228.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -723294.500000 Penalty: 4285.499023
	Iteration 31Q: 3 clusters Score -723294.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -723335.687500 Penalty: 4285.499023
	Iteration 32Q: 3 clusters Score -723335.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -723371.500000 Penalty: 4285.499023
	Iteration 33Q: 3 clusters Score -723371.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -723401.687500 Penalty: 4285.499023
	Iteration 34Q: 3 clusters Score -723401.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -723418.125000 Penalty: 4285.499023
	Iteration 35Q: 3 clusters Score -723418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -723427.625000 Penalty: 4285.499023
	Iteration 36Q: 3 clusters Score -723427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -723437.500000 Penalty: 4285.499023
	Iteration 37Q: 3 clusters Score -723437.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -723450.875000 Penalty: 4285.499023
	Iteration 38Q: 3 clusters Score -723450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -723462.625000 Penalty: 4285.499023
	Iteration 39Q: 3 clusters Score -723462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -723470.250000 Penalty: 4285.499023
	Iteration 40F: 3 clusters Score -723470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -723479.937500 Penalty: 4285.499023
	Iteration 41Q: 3 clusters Score -723479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -723485.062500 Penalty: 4285.499023
	Iteration 42Q: 3 clusters Score -723485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -723487.250000 Penalty: 4285.499023
	Iteration 43Q: 3 clusters Score -723487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -723494.875000 Penalty: 4285.499023
	Iteration 44Q: 3 clusters Score -723494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -723499.562500 Penalty: 4285.499023
	Iteration 45Q: 3 clusters Score -723499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -723504.437500 Penalty: 4285.499023
	Iteration 46Q: 3 clusters Score -723504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -723505.625000 Penalty: 4285.499023
	Iteration 47Q: 3 clusters Score -723505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -723505.625000 Penalty: 4285.499023
	Iteration 48F: 3 clusters Score -723505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -66836.992188 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -66836.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65322.539062 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -65322.54 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65853.101562 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -65853.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66262.023438 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -66262.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66561.234375 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -66561.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66665.226562 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -66665.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66729.843750 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -66729.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66784.570312 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -66784.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66879.796875 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -66879.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66989.851562 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -66989.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67063.125000 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -67063.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67164.195312 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -67164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67259.679688 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -67259.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67354.484375 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -67354.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67471.773438 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -67471.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67552.960938 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -67552.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67720.226562 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -67720.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67796.015625 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -67796.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67805.117188 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -67805.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67813.929688 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -67813.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67822.273438 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -67822.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67832.242188 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -67832.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67843.585938 Penalty: 3234.228271
	Iteration 21Q: 3 clusters Score -67843.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67854.445312 Penalty: 3234.228271
	Iteration 22Q: 3 clusters Score -67854.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67858.140625 Penalty: 3234.228271
	Iteration 23Q: 3 clusters Score -67858.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67858.140625 Penalty: 3234.228271
	Iteration 24F: 3 clusters Score -67858.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 446 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 231950 members 
Mstep: Class 5 contains 13490 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 163070 members 
Mstep: Class 9 contains 16674 members 
Mstep: Class 10 contains 29465 members 
Mstep: Class 11 contains 19238 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 136437 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55347 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 189876 members 
Mstep: Class 20 contains 13799 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 44870 members 
Mstep: Class 23 contains 7025 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 10100 members 
Mstep: Class 27 contains 233 members 
Entering Unmasked Estep 
Score: -124185280.000000 Penalty: 92743.140625
Splitting cluster 2 changes total score from -124185528.000000 to -124185280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -354676.156250 Penalty: 1993.470825
	Iteration 0F: 2 clusters Score -354676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -351449.625000 Penalty: 3986.941650
	Iteration 0F: 3 clusters Score -351449.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352182.031250 Penalty: 3986.941650
	Iteration 1F: 3 clusters Score -352182 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -352371.250000 Penalty: 3986.941650
	Iteration 2F: 3 clusters Score -352371.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -352496.687500 Penalty: 3986.941650
	Iteration 3Q: 3 clusters Score -352496.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -352603.562500 Penalty: 3986.941650
	Iteration 4Q: 3 clusters Score -352603.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -352709.375000 Penalty: 3986.941650
	Iteration 5Q: 3 clusters Score -352709.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -352782.781250 Penalty: 3986.941650
	Iteration 6Q: 3 clusters Score -352782.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -352852.281250 Penalty: 3986.941650
	Iteration 7Q: 3 clusters Score -352852.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -352920.125000 Penalty: 3986.941650
	Iteration 8Q: 3 clusters Score -352920.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -352972.906250 Penalty: 3986.941650
	Iteration 9Q: 3 clusters Score -352972.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -353020.656250 Penalty: 3986.941650
	Iteration 10Q: 3 clusters Score -353020.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -353059.968750 Penalty: 3986.941650
	Iteration 11Q: 3 clusters Score -353060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -353100.718750 Penalty: 3986.941650
	Iteration 12Q: 3 clusters Score -353100.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -353137.062500 Penalty: 3986.941650
	Iteration 13Q: 3 clusters Score -353137.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -353159.187500 Penalty: 3986.941650
	Iteration 14Q: 3 clusters Score -353159.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -353172.906250 Penalty: 3986.941650
	Iteration 15Q: 3 clusters Score -353172.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -353185.437500 Penalty: 3986.941650
	Iteration 16Q: 3 clusters Score -353185.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -353196.593750 Penalty: 3986.941650
	Iteration 17Q: 3 clusters Score -353196.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -353203.375000 Penalty: 3986.941650
	Iteration 18Q: 3 clusters Score -353203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -353210.625000 Penalty: 3986.941650
	Iteration 19Q: 3 clusters Score -353210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -353215.093750 Penalty: 3986.941650
	Iteration 20F: 3 clusters Score -353215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -353218.125000 Penalty: 3986.941650
	Iteration 21Q: 3 clusters Score -353218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -353220.187500 Penalty: 3986.941650
	Iteration 22Q: 3 clusters Score -353220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -353222.593750 Penalty: 3986.941650
	Iteration 23Q: 3 clusters Score -353222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -353224.968750 Penalty: 3986.941650
	Iteration 24Q: 3 clusters Score -353225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -353226.093750 Penalty: 3986.941650
	Iteration 25Q: 3 clusters Score -353226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -353226.687500 Penalty: 3986.941650
	Iteration 26Q: 3 clusters Score -353226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -353228.812500 Penalty: 3986.941650
	Iteration 27Q: 3 clusters Score -353228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -353231.593750 Penalty: 3986.941650
	Iteration 28Q: 3 clusters Score -353231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -353235.000000 Penalty: 3986.941650
	Iteration 29Q: 3 clusters Score -353235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -353238.750000 Penalty: 3986.941650
	Iteration 30Q: 3 clusters Score -353238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -353244.875000 Penalty: 3986.941650
	Iteration 31Q: 3 clusters Score -353244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -353248.468750 Penalty: 3986.941650
	Iteration 32Q: 3 clusters Score -353248.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -353250.968750 Penalty: 3986.941650
	Iteration 33Q: 3 clusters Score -353251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -353253.687500 Penalty: 3986.941650
	Iteration 34Q: 3 clusters Score -353253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -353259.156250 Penalty: 3986.941650
	Iteration 35Q: 3 clusters Score -353259.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -353266.781250 Penalty: 3986.941650
	Iteration 36Q: 3 clusters Score -353266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -353268.593750 Penalty: 3986.941650
	Iteration 37Q: 3 clusters Score -353268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -353269.312500 Penalty: 3986.941650
	Iteration 38Q: 3 clusters Score -353269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -353269.906250 Penalty: 3986.941650
	Iteration 39Q: 3 clusters Score -353269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -353270.906250 Penalty: 3986.941650
	Iteration 40F: 3 clusters Score -353270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -353272.281250 Penalty: 3986.941650
	Iteration 41Q: 3 clusters Score -353272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -353273.843750 Penalty: 3986.941650
	Iteration 42Q: 3 clusters Score -353273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -353273.812500 Penalty: 3986.941650
	Iteration 43Q: 3 clusters Score -353273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -353273.812500 Penalty: 3986.941650
	Iteration 44F: 3 clusters Score -353273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (231950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231950 members 
Entering Unmasked Estep 
Score: -28839020.000000 Penalty: 3063.860596
	Iteration 0F: 2 clusters Score -2.883902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -28709708.000000 Penalty: 6127.721191
	Iteration 0F: 3 clusters Score -2.870971e+07 nChanged 111895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112649 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -28775574.000000 Penalty: 6127.721191
	Iteration 1F: 3 clusters Score -2.877557e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 121346 members 
Entering Unmasked Estep 
Score: -28776644.000000 Penalty: 6127.721191
	Iteration 2Q: 3 clusters Score -2.877664e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107359 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -28778036.000000 Penalty: 6127.721191
	Iteration 3Q: 3 clusters Score -2.877804e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 129603 members 
Entering Unmasked Estep 
Score: -28779982.000000 Penalty: 6127.721191
	Iteration 4Q: 3 clusters Score -2.877998e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 137270 members 
Entering Unmasked Estep 
Score: -28783454.000000 Penalty: 6127.721191
	Iteration 5Q: 3 clusters Score -2.878345e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 148707 members 
Entering Unmasked Estep 
Score: -28789706.000000 Penalty: 6127.721191
	Iteration 6F: 3 clusters Score -2.878971e+07 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 164899 members 
Entering Unmasked Estep 
Score: -28799842.000000 Penalty: 6127.721191
	Iteration 7F: 3 clusters Score -2.879984e+07 nChanged 19488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 184361 members 
Entering Unmasked Estep 
Score: -28812152.000000 Penalty: 6127.721191
	Iteration 8F: 3 clusters Score -2.881215e+07 nChanged 17981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 202316 members 
Entering Unmasked Estep 
Score: -28822184.000000 Penalty: 6127.721191
	Iteration 9F: 3 clusters Score -2.882218e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 214755 members 
Entering Unmasked Estep 
Score: -28828266.000000 Penalty: 6127.721191
	Iteration 10F: 3 clusters Score -2.882827e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 221900 members 
Entering Unmasked Estep 
Score: -28831498.000000 Penalty: 6127.721191
	Iteration 11Q: 3 clusters Score -2.88315e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 225728 members 
Entering Unmasked Estep 
Score: -28833732.000000 Penalty: 6127.721191
	Iteration 12Q: 3 clusters Score -2.883373e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 227820 members 
Entering Unmasked Estep 
Score: -28834850.000000 Penalty: 6127.721191
	Iteration 13Q: 3 clusters Score -2.883485e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 228942 members 
Entering Unmasked Estep 
Score: -28835540.000000 Penalty: 6127.721191
	Iteration 14Q: 3 clusters Score -2.883554e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 229575 members 
Entering Unmasked Estep 
Score: -28835814.000000 Penalty: 6127.721191
	Iteration 15Q: 3 clusters Score -2.883581e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 229946 members 
Entering Unmasked Estep 
Score: -28836062.000000 Penalty: 6127.721191
	Iteration 16Q: 3 clusters Score -2.883606e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 230166 members 
Entering Unmasked Estep 
Score: -28836236.000000 Penalty: 6127.721191
	Iteration 17Q: 3 clusters Score -2.883624e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 230319 members 
Entering Unmasked Estep 
Score: -28836388.000000 Penalty: 6127.721191
	Iteration 18Q: 3 clusters Score -2.883639e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 230426 members 
Entering Unmasked Estep 
Score: -28836516.000000 Penalty: 6127.721191
	Iteration 19Q: 3 clusters Score -2.883652e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 230503 members 
Entering Unmasked Estep 
Score: -28836598.000000 Penalty: 6127.721191
	Iteration 20F: 3 clusters Score -2.88366e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 230547 members 
Entering Unmasked Estep 
Score: -28836616.000000 Penalty: 6127.721191
	Iteration 21Q: 3 clusters Score -2.883662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 230587 members 
Entering Unmasked Estep 
Score: -28836672.000000 Penalty: 6127.721191
	Iteration 22Q: 3 clusters Score -2.883667e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 230612 members 
Entering Unmasked Estep 
Score: -28836692.000000 Penalty: 6127.721191
	Iteration 23Q: 3 clusters Score -2.883669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 230622 members 
Entering Unmasked Estep 
Score: -28836700.000000 Penalty: 6127.721191
	Iteration 24Q: 3 clusters Score -2.88367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 230637 members 
Entering Unmasked Estep 
Score: -28836710.000000 Penalty: 6127.721191
	Iteration 25Q: 3 clusters Score -2.883671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 230650 members 
Entering Unmasked Estep 
Score: -28836726.000000 Penalty: 6127.721191
	Iteration 26Q: 3 clusters Score -2.883673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 230663 members 
Entering Unmasked Estep 
Score: -28836728.000000 Penalty: 6127.721191
	Iteration 27Q: 3 clusters Score -2.883673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 230663 members 
Entering Unmasked Estep 
Score: -28836728.000000 Penalty: 6127.721191
	Iteration 28Q: 3 clusters Score -2.883673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 230669 members 
Entering Unmasked Estep 
Score: -28836756.000000 Penalty: 6127.721191
	Iteration 29Q: 3 clusters Score -2.883676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836746.000000 Penalty: 6127.721191
	Iteration 30Q: 3 clusters Score -2.883675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 230673 members 
Entering Unmasked Estep 
Score: -28836766.000000 Penalty: 6127.721191
	Iteration 31Q: 3 clusters Score -2.883677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 230674 members 
Entering Unmasked Estep 
Score: -28836800.000000 Penalty: 6127.721191
	Iteration 32Q: 3 clusters Score -2.88368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 230674 members 
Entering Unmasked Estep 
Score: -28836784.000000 Penalty: 6127.721191
	Iteration 33Q: 3 clusters Score -2.883678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 230675 members 
Entering Unmasked Estep 
Score: -28836784.000000 Penalty: 6127.721191
	Iteration 34Q: 3 clusters Score -2.883678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 230677 members 
Entering Unmasked Estep 
Score: -28836800.000000 Penalty: 6127.721191
	Iteration 35Q: 3 clusters Score -2.88368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 230681 members 
Entering Unmasked Estep 
Score: -28836802.000000 Penalty: 6127.721191
	Iteration 36Q: 3 clusters Score -2.88368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 230682 members 
Entering Unmasked Estep 
Score: -28836800.000000 Penalty: 6127.721191
	Iteration 37Q: 3 clusters Score -2.88368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 230685 members 
Entering Unmasked Estep 
Score: -28836792.000000 Penalty: 6127.721191
	Iteration 38Q: 3 clusters Score -2.883679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 230687 members 
Entering Unmasked Estep 
Score: -28836790.000000 Penalty: 6127.721191
	Iteration 39Q: 3 clusters Score -2.883679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 230688 members 
Entering Unmasked Estep 
Score: -28836792.000000 Penalty: 6127.721191
	Iteration 40F: 3 clusters Score -2.883679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 230685 members 
Entering Unmasked Estep 
Score: -28836784.000000 Penalty: 6127.721191
	Iteration 41Q: 3 clusters Score -2.883678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 230676 members 
Entering Unmasked Estep 
Score: -28836806.000000 Penalty: 6127.721191
	Iteration 42Q: 3 clusters Score -2.883681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 230672 members 
Entering Unmasked Estep 
Score: -28836808.000000 Penalty: 6127.721191
	Iteration 43Q: 3 clusters Score -2.883681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836816.000000 Penalty: 6127.721191
	Iteration 44Q: 3 clusters Score -2.883682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 230673 members 
Entering Unmasked Estep 
Score: -28836822.000000 Penalty: 6127.721191
	Iteration 45Q: 3 clusters Score -2.883682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 230673 members 
Entering Unmasked Estep 
Score: -28836814.000000 Penalty: 6127.721191
	Iteration 46Q: 3 clusters Score -2.883681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836814.000000 Penalty: 6127.721191
	Iteration 47Q: 3 clusters Score -2.883681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836820.000000 Penalty: 6127.721191
	Iteration 48Q: 3 clusters Score -2.883682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836812.000000 Penalty: 6127.721191
	Iteration 49Q: 3 clusters Score -2.883681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836820.000000 Penalty: 6127.721191
	Iteration 50Q: 3 clusters Score -2.883682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836812.000000 Penalty: 6127.721191
	Iteration 51Q: 3 clusters Score -2.883681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 230673 members 
Entering Unmasked Estep 
Score: -28836820.000000 Penalty: 6127.721191
	Iteration 52Q: 3 clusters Score -2.883682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 230676 members 
Entering Unmasked Estep 
Score: -28836820.000000 Penalty: 6127.721191
	Iteration 53Q: 3 clusters Score -2.883682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 230673 members 
Entering Unmasked Estep 
Score: -28836808.000000 Penalty: 6127.721191
	Iteration 54Q: 3 clusters Score -2.883681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 230674 members 
Entering Unmasked Estep 
Score: -28836822.000000 Penalty: 6127.721191
	Iteration 55Q: 3 clusters Score -2.883682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 230672 members 
Entering Unmasked Estep 
Score: -28836822.000000 Penalty: 6127.721191
	Iteration 56Q: 3 clusters Score -2.883682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -28836822.000000 Penalty: 6127.721191
	Iteration 57Q: 3 clusters Score -2.883682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 230670 members 
Entering Unmasked Estep 
Score: -28836844.000000 Penalty: 6127.721191
	Iteration 58Q: 3 clusters Score -2.883684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 230668 members 
Entering Unmasked Estep 
Score: -28836842.000000 Penalty: 6127.721191
	Iteration 59Q: 3 clusters Score -2.883684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 230664 members 
Entering Unmasked Estep 
Score: -28836824.000000 Penalty: 6127.721191
	Iteration 60F: 3 clusters Score -2.883682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 230662 members 
Entering Unmasked Estep 
Score: -28836830.000000 Penalty: 6127.721191
	Iteration 61Q: 3 clusters Score -2.883683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 230662 members 
Entering Unmasked Estep 
Score: -28836830.000000 Penalty: 6127.721191
	Iteration 62F: 3 clusters Score -2.883683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Entering Unmasked Estep 
Score: -1601152.500000 Penalty: 2358.406494
	Iteration 0F: 2 clusters Score -1601152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1591211.000000 Penalty: 4716.812988
	Iteration 0F: 3 clusters Score -1591211 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1594338.375000 Penalty: 4716.812988
	Iteration 1F: 3 clusters Score -1594338 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1594713.000000 Penalty: 4716.812988
	Iteration 2F: 3 clusters Score -1594713 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1595027.875000 Penalty: 4716.812988
	Iteration 3F: 3 clusters Score -1595028 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1595339.375000 Penalty: 4716.812988
	Iteration 4Q: 3 clusters Score -1595339 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1595640.750000 Penalty: 4716.812988
	Iteration 5Q: 3 clusters Score -1595641 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1595971.000000 Penalty: 4716.812988
	Iteration 6Q: 3 clusters Score -1595971 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1596341.625000 Penalty: 4716.812988
	Iteration 7Q: 3 clusters Score -1596342 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1596798.125000 Penalty: 4716.812988
	Iteration 8Q: 3 clusters Score -1596798 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1597286.750000 Penalty: 4716.812988
	Iteration 9Q: 3 clusters Score -1597287 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1597752.000000 Penalty: 4716.812988
	Iteration 10Q: 3 clusters Score -1597752 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1598117.625000 Penalty: 4716.812988
	Iteration 11Q: 3 clusters Score -1598118 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1598391.000000 Penalty: 4716.812988
	Iteration 12Q: 3 clusters Score -1598391 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1598607.500000 Penalty: 4716.812988
	Iteration 13Q: 3 clusters Score -1598608 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1598748.500000 Penalty: 4716.812988
	Iteration 14Q: 3 clusters Score -1598748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1598826.500000 Penalty: 4716.812988
	Iteration 15Q: 3 clusters Score -1598826 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1598875.625000 Penalty: 4716.812988
	Iteration 16Q: 3 clusters Score -1598876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1598907.125000 Penalty: 4716.812988
	Iteration 17Q: 3 clusters Score -1598907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1598940.875000 Penalty: 4716.812988
	Iteration 18Q: 3 clusters Score -1598941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1598961.875000 Penalty: 4716.812988
	Iteration 19Q: 3 clusters Score -1598962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1598975.500000 Penalty: 4716.812988
	Iteration 20F: 3 clusters Score -1598976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1598992.875000 Penalty: 4716.812988
	Iteration 21Q: 3 clusters Score -1598993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1599003.625000 Penalty: 4716.812988
	Iteration 22Q: 3 clusters Score -1599004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1599004.750000 Penalty: 4716.812988
	Iteration 23Q: 3 clusters Score -1599005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1599012.625000 Penalty: 4716.812988
	Iteration 24Q: 3 clusters Score -1599013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1599031.750000 Penalty: 4716.812988
	Iteration 25Q: 3 clusters Score -1599032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1599043.250000 Penalty: 4716.812988
	Iteration 26Q: 3 clusters Score -1599043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1599048.875000 Penalty: 4716.812988
	Iteration 27Q: 3 clusters Score -1599049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1599057.875000 Penalty: 4716.812988
	Iteration 28Q: 3 clusters Score -1599058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1599063.250000 Penalty: 4716.812988
	Iteration 29Q: 3 clusters Score -1599063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1599066.500000 Penalty: 4716.812988
	Iteration 30Q: 3 clusters Score -1599066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1599069.000000 Penalty: 4716.812988
	Iteration 31Q: 3 clusters Score -1599069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1599071.625000 Penalty: 4716.812988
	Iteration 32Q: 3 clusters Score -1599072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1599073.375000 Penalty: 4716.812988
	Iteration 33Q: 3 clusters Score -1599073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1599075.500000 Penalty: 4716.812988
	Iteration 34Q: 3 clusters Score -1599076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1599076.250000 Penalty: 4716.812988
	Iteration 35Q: 3 clusters Score -1599076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1599082.250000 Penalty: 4716.812988
	Iteration 36Q: 3 clusters Score -1599082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1599081.750000 Penalty: 4716.812988
	Iteration 37Q: 3 clusters Score -1599082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1599082.750000 Penalty: 4716.812988
	Iteration 38Q: 3 clusters Score -1599083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1599087.875000 Penalty: 4716.812988
	Iteration 39Q: 3 clusters Score -1599088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1599088.750000 Penalty: 4716.812988
	Iteration 40F: 3 clusters Score -1599089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1599093.375000 Penalty: 4716.812988
	Iteration 41Q: 3 clusters Score -1599093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1599094.125000 Penalty: 4716.812988
	Iteration 42Q: 3 clusters Score -1599094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1599094.750000 Penalty: 4716.812988
	Iteration 43Q: 3 clusters Score -1599095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1599093.750000 Penalty: 4716.812988
	Iteration 44Q: 3 clusters Score -1599094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1599093.750000 Penalty: 4716.812988
	Iteration 45F: 3 clusters Score -1599094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Entering Unmasked Estep 
Score: -2077225.750000 Penalty: 2425.767334
	Iteration 0F: 2 clusters Score -2077226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2064733.000000 Penalty: 4851.534668
	Iteration 0F: 3 clusters Score -2064733 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2068938.125000 Penalty: 4851.534668
	Iteration 1F: 3 clusters Score -2068938 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2069654.000000 Penalty: 4851.534668
	Iteration 2F: 3 clusters Score -2069654 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2070398.750000 Penalty: 4851.534668
	Iteration 3F: 3 clusters Score -2070399 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2071343.125000 Penalty: 4851.534668
	Iteration 4F: 3 clusters Score -2071343 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2072327.875000 Penalty: 4851.534668
	Iteration 5F: 3 clusters Score -2072328 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2073250.875000 Penalty: 4851.534668
	Iteration 6F: 3 clusters Score -2073251 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2073990.875000 Penalty: 4851.534668
	Iteration 7F: 3 clusters Score -2073991 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2074448.250000 Penalty: 4851.534668
	Iteration 8Q: 3 clusters Score -2074448 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2074840.500000 Penalty: 4851.534668
	Iteration 9Q: 3 clusters Score -2074840 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2075184.000000 Penalty: 4851.534668
	Iteration 10Q: 3 clusters Score -2075184 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2075471.375000 Penalty: 4851.534668
	Iteration 11Q: 3 clusters Score -2075471 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2075757.125000 Penalty: 4851.534668
	Iteration 12Q: 3 clusters Score -2075757 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2076039.500000 Penalty: 4851.534668
	Iteration 13Q: 3 clusters Score -2076040 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2076256.125000 Penalty: 4851.534668
	Iteration 14Q: 3 clusters Score -2076256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2076463.125000 Penalty: 4851.534668
	Iteration 15Q: 3 clusters Score -2076463 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2076658.250000 Penalty: 4851.534668
	Iteration 16Q: 3 clusters Score -2076658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2076824.125000 Penalty: 4851.534668
	Iteration 17Q: 3 clusters Score -2076824 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2076941.875000 Penalty: 4851.534668
	Iteration 18Q: 3 clusters Score -2076942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2076998.750000 Penalty: 4851.534668
	Iteration 19Q: 3 clusters Score -2076999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2077050.625000 Penalty: 4851.534668
	Iteration 20F: 3 clusters Score -2077051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2077073.750000 Penalty: 4851.534668
	Iteration 21Q: 3 clusters Score -2077074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2077092.250000 Penalty: 4851.534668
	Iteration 22Q: 3 clusters Score -2077092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2077117.125000 Penalty: 4851.534668
	Iteration 23Q: 3 clusters Score -2077117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2077127.000000 Penalty: 4851.534668
	Iteration 24Q: 3 clusters Score -2077127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2077137.625000 Penalty: 4851.534668
	Iteration 25Q: 3 clusters Score -2077138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2077146.500000 Penalty: 4851.534668
	Iteration 26Q: 3 clusters Score -2077146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2077157.750000 Penalty: 4851.534668
	Iteration 27Q: 3 clusters Score -2077158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2077162.000000 Penalty: 4851.534668
	Iteration 28Q: 3 clusters Score -2077162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2077172.375000 Penalty: 4851.534668
	Iteration 29Q: 3 clusters Score -2077172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2077183.250000 Penalty: 4851.534668
	Iteration 30Q: 3 clusters Score -2077183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2077188.875000 Penalty: 4851.534668
	Iteration 31Q: 3 clusters Score -2077189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2077188.000000 Penalty: 4851.534668
	Iteration 32Q: 3 clusters Score -2077188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2077192.250000 Penalty: 4851.534668
	Iteration 33Q: 3 clusters Score -2077192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2077193.375000 Penalty: 4851.534668
	Iteration 34Q: 3 clusters Score -2077193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2077193.125000 Penalty: 4851.534668
	Iteration 35Q: 3 clusters Score -2077193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2077192.625000 Penalty: 4851.534668
	Iteration 36Q: 3 clusters Score -2077193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2077190.500000 Penalty: 4851.534668
	Iteration 37Q: 3 clusters Score -2077190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2077196.875000 Penalty: 4851.534668
	Iteration 38Q: 3 clusters Score -2077197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2077196.125000 Penalty: 4851.534668
	Iteration 39Q: 3 clusters Score -2077196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2077196.125000 Penalty: 4851.534668
	Iteration 40F: 3 clusters Score -2077196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2077195.750000 Penalty: 4851.534668
	Iteration 41Q: 3 clusters Score -2077196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2077200.125000 Penalty: 4851.534668
	Iteration 42Q: 3 clusters Score -2077200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2077200.125000 Penalty: 4851.534668
	Iteration 43Q: 3 clusters Score -2077200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2077198.625000 Penalty: 4851.534668
	Iteration 44Q: 3 clusters Score -2077199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2077201.250000 Penalty: 4851.534668
	Iteration 45Q: 3 clusters Score -2077201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2077201.250000 Penalty: 4851.534668
	Iteration 46F: 3 clusters Score -2077201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -601883.937500 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -601883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -597375.937500 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -597375.9 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -598522.625000 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -598522.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -598800.375000 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -598800.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -599019.062500 Penalty: 4236.775391
	Iteration 3F: 3 clusters Score -599019.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -599188.937500 Penalty: 4236.775391
	Iteration 4F: 3 clusters Score -599188.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -599316.750000 Penalty: 4236.775391
	Iteration 5Q: 3 clusters Score -599316.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -599416.312500 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -599416.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -599510.875000 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -599510.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -599607.250000 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -599607.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -599703.687500 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -599703.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -599804.500000 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -599804.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -599914.000000 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -599914 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -600002.312500 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -600002.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -600076.437500 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -600076.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -600137.375000 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -600137.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -600186.312500 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -600186.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -600229.625000 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -600229.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -600262.437500 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -600262.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -600289.125000 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -600289.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -600306.125000 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -600306.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -600324.687500 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -600324.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -600334.250000 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -600334.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -600340.625000 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -600340.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -600347.062500 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -600347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -600353.375000 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -600353.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -600362.312500 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -600362.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -600367.500000 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -600367.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -600373.000000 Penalty: 4236.775391
	Iteration 27Q: 3 clusters Score -600373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -600379.562500 Penalty: 4236.775391
	Iteration 28Q: 3 clusters Score -600379.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -600387.312500 Penalty: 4236.775391
	Iteration 29Q: 3 clusters Score -600387.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -600390.625000 Penalty: 4236.775391
	Iteration 30Q: 3 clusters Score -600390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -600393.875000 Penalty: 4236.775391
	Iteration 31Q: 3 clusters Score -600393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -600397.937500 Penalty: 4236.775391
	Iteration 32Q: 3 clusters Score -600397.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -600402.125000 Penalty: 4236.775391
	Iteration 33Q: 3 clusters Score -600402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -600405.187500 Penalty: 4236.775391
	Iteration 34Q: 3 clusters Score -600405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -600408.250000 Penalty: 4236.775391
	Iteration 35Q: 3 clusters Score -600408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -600409.937500 Penalty: 4236.775391
	Iteration 36Q: 3 clusters Score -600409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -600413.375000 Penalty: 4236.775391
	Iteration 37Q: 3 clusters Score -600413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -600414.625000 Penalty: 4236.775391
	Iteration 38Q: 3 clusters Score -600414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -600416.875000 Penalty: 4236.775391
	Iteration 39Q: 3 clusters Score -600416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -600418.375000 Penalty: 4236.775391
	Iteration 40F: 3 clusters Score -600418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -600418.937500 Penalty: 4236.775391
	Iteration 41Q: 3 clusters Score -600418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -600421.250000 Penalty: 4236.775391
	Iteration 42Q: 3 clusters Score -600421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -600422.187500 Penalty: 4236.775391
	Iteration 43Q: 3 clusters Score -600422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -600423.062500 Penalty: 4236.775391
	Iteration 44Q: 3 clusters Score -600423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -600423.437500 Penalty: 4236.775391
	Iteration 45Q: 3 clusters Score -600423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -600423.437500 Penalty: 4236.775391
	Iteration 46F: 3 clusters Score -600423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (163070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Entering Unmasked Estep 
Score: -19890038.000000 Penalty: 2976.479980
	Iteration 0F: 2 clusters Score -1.989004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -19782028.000000 Penalty: 5952.959961
	Iteration 0F: 3 clusters Score -1.978203e+07 nChanged 78005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -19827180.000000 Penalty: 5952.959961
	Iteration 1F: 3 clusters Score -1.982718e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -19828490.000000 Penalty: 5952.959961
	Iteration 2Q: 3 clusters Score -1.982849e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -19830622.000000 Penalty: 5952.959961
	Iteration 3Q: 3 clusters Score -1.983062e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -19834230.000000 Penalty: 5952.959961
	Iteration 4Q: 3 clusters Score -1.983423e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -19839834.000000 Penalty: 5952.959961
	Iteration 5F: 3 clusters Score -1.983983e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -19847722.000000 Penalty: 5952.959961
	Iteration 6F: 3 clusters Score -1.984772e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -19856666.000000 Penalty: 5952.959961
	Iteration 7F: 3 clusters Score -1.985667e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -19864764.000000 Penalty: 5952.959961
	Iteration 8F: 3 clusters Score -1.986476e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139527 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -19871960.000000 Penalty: 5952.959961
	Iteration 9F: 3 clusters Score -1.987196e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -19877416.000000 Penalty: 5952.959961
	Iteration 10Q: 3 clusters Score -1.987742e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -19881616.000000 Penalty: 5952.959961
	Iteration 11Q: 3 clusters Score -1.988162e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -19884252.000000 Penalty: 5952.959961
	Iteration 12Q: 3 clusters Score -1.988425e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158615 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -19885806.000000 Penalty: 5952.959961
	Iteration 13Q: 3 clusters Score -1.988581e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -19886630.000000 Penalty: 5952.959961
	Iteration 14Q: 3 clusters Score -1.988663e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19887108.000000 Penalty: 5952.959961
	Iteration 15Q: 3 clusters Score -1.988711e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19887312.000000 Penalty: 5952.959961
	Iteration 16Q: 3 clusters Score -1.988731e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161823 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19887508.000000 Penalty: 5952.959961
	Iteration 17Q: 3 clusters Score -1.988751e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19887608.000000 Penalty: 5952.959961
	Iteration 18Q: 3 clusters Score -1.988761e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162091 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19887666.000000 Penalty: 5952.959961
	Iteration 19Q: 3 clusters Score -1.988767e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162162 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19887720.000000 Penalty: 5952.959961
	Iteration 20F: 3 clusters Score -1.988772e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19887794.000000 Penalty: 5952.959961
	Iteration 21Q: 3 clusters Score -1.988779e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19887816.000000 Penalty: 5952.959961
	Iteration 22Q: 3 clusters Score -1.988782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162278 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19887828.000000 Penalty: 5952.959961
	Iteration 23Q: 3 clusters Score -1.988783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19887816.000000 Penalty: 5952.959961
	Iteration 24Q: 3 clusters Score -1.988782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162296 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19887836.000000 Penalty: 5952.959961
	Iteration 25Q: 3 clusters Score -1.988784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162302 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -19887850.000000 Penalty: 5952.959961
	Iteration 26Q: 3 clusters Score -1.988785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162310 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19887838.000000 Penalty: 5952.959961
	Iteration 27Q: 3 clusters Score -1.988784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19887850.000000 Penalty: 5952.959961
	Iteration 28Q: 3 clusters Score -1.988785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162323 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -19887848.000000 Penalty: 5952.959961
	Iteration 29Q: 3 clusters Score -1.988785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162327 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19887854.000000 Penalty: 5952.959961
	Iteration 30Q: 3 clusters Score -1.988785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162332 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -19887850.000000 Penalty: 5952.959961
	Iteration 31Q: 3 clusters Score -1.988785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19887870.000000 Penalty: 5952.959961
	Iteration 32Q: 3 clusters Score -1.988787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162348 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -19887878.000000 Penalty: 5952.959961
	Iteration 33Q: 3 clusters Score -1.988788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162355 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19887876.000000 Penalty: 5952.959961
	Iteration 34Q: 3 clusters Score -1.988788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19887878.000000 Penalty: 5952.959961
	Iteration 35Q: 3 clusters Score -1.988788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162359 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -19887854.000000 Penalty: 5952.959961
	Iteration 36Q: 3 clusters Score -1.988785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162360 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19887864.000000 Penalty: 5952.959961
	Iteration 37Q: 3 clusters Score -1.988786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162361 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -19887860.000000 Penalty: 5952.959961
	Iteration 38Q: 3 clusters Score -1.988786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19887866.000000 Penalty: 5952.959961
	Iteration 39Q: 3 clusters Score -1.988787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19887866.000000 Penalty: 5952.959961
	Iteration 40F: 3 clusters Score -1.988787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Entering Unmasked Estep 
Score: -1950900.750000 Penalty: 2410.958252
	Iteration 0F: 2 clusters Score -1950901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1939039.750000 Penalty: 4821.916504
	Iteration 0F: 3 clusters Score -1939040 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1943186.125000 Penalty: 4821.916504
	Iteration 1F: 3 clusters Score -1943186 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1944249.500000 Penalty: 4821.916504
	Iteration 2F: 3 clusters Score -1944250 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1945359.750000 Penalty: 4821.916504
	Iteration 3F: 3 clusters Score -1945360 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1946507.750000 Penalty: 4821.916504
	Iteration 4F: 3 clusters Score -1946508 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1947569.250000 Penalty: 4821.916504
	Iteration 5F: 3 clusters Score -1947569 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1948371.625000 Penalty: 4821.916504
	Iteration 6F: 3 clusters Score -1948372 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1948945.625000 Penalty: 4821.916504
	Iteration 7Q: 3 clusters Score -1948946 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1949376.250000 Penalty: 4821.916504
	Iteration 8Q: 3 clusters Score -1949376 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1949699.125000 Penalty: 4821.916504
	Iteration 9Q: 3 clusters Score -1949699 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1949904.625000 Penalty: 4821.916504
	Iteration 10Q: 3 clusters Score -1949905 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1950054.625000 Penalty: 4821.916504
	Iteration 11Q: 3 clusters Score -1950055 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1950164.250000 Penalty: 4821.916504
	Iteration 12Q: 3 clusters Score -1950164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1950224.125000 Penalty: 4821.916504
	Iteration 13Q: 3 clusters Score -1950224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1950267.000000 Penalty: 4821.916504
	Iteration 14Q: 3 clusters Score -1950267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1950290.875000 Penalty: 4821.916504
	Iteration 15Q: 3 clusters Score -1950291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1950305.375000 Penalty: 4821.916504
	Iteration 16Q: 3 clusters Score -1950305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1950315.250000 Penalty: 4821.916504
	Iteration 17Q: 3 clusters Score -1950315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1950328.125000 Penalty: 4821.916504
	Iteration 18Q: 3 clusters Score -1950328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1950334.625000 Penalty: 4821.916504
	Iteration 19Q: 3 clusters Score -1950335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1950337.625000 Penalty: 4821.916504
	Iteration 20F: 3 clusters Score -1950338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1950345.500000 Penalty: 4821.916504
	Iteration 21Q: 3 clusters Score -1950346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1950348.375000 Penalty: 4821.916504
	Iteration 22Q: 3 clusters Score -1950348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1950353.625000 Penalty: 4821.916504
	Iteration 23Q: 3 clusters Score -1950354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1950353.625000 Penalty: 4821.916504
	Iteration 24Q: 3 clusters Score -1950354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1950361.125000 Penalty: 4821.916504
	Iteration 25Q: 3 clusters Score -1950361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1950363.000000 Penalty: 4821.916504
	Iteration 26Q: 3 clusters Score -1950363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1950365.000000 Penalty: 4821.916504
	Iteration 27Q: 3 clusters Score -1950365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1950363.125000 Penalty: 4821.916504
	Iteration 28Q: 3 clusters Score -1950363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1950368.000000 Penalty: 4821.916504
	Iteration 29Q: 3 clusters Score -1950368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1950367.875000 Penalty: 4821.916504
	Iteration 30Q: 3 clusters Score -1950368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1950373.000000 Penalty: 4821.916504
	Iteration 31Q: 3 clusters Score -1950373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1950370.125000 Penalty: 4821.916504
	Iteration 32Q: 3 clusters Score -1950370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1950372.375000 Penalty: 4821.916504
	Iteration 33Q: 3 clusters Score -1950372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1950373.500000 Penalty: 4821.916504
	Iteration 34Q: 3 clusters Score -1950374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1950370.875000 Penalty: 4821.916504
	Iteration 35Q: 3 clusters Score -1950371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1950371.375000 Penalty: 4821.916504
	Iteration 36Q: 3 clusters Score -1950371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1950370.250000 Penalty: 4821.916504
	Iteration 37Q: 3 clusters Score -1950370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1950372.125000 Penalty: 4821.916504
	Iteration 38Q: 3 clusters Score -1950372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1950372.500000 Penalty: 4821.916504
	Iteration 39Q: 3 clusters Score -1950372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1950372.500000 Penalty: 4821.916504
	Iteration 40F: 3 clusters Score -1950372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Entering Unmasked Estep 
Score: -3615162.250000 Penalty: 2552.157715
	Iteration 0F: 2 clusters Score -3615162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3594929.250000 Penalty: 5104.315430
	Iteration 0F: 3 clusters Score -3594929 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3602173.750000 Penalty: 5104.315430
	Iteration 1F: 3 clusters Score -3602174 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3602770.750000 Penalty: 5104.315430
	Iteration 2F: 3 clusters Score -3602771 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3603363.750000 Penalty: 5104.315430
	Iteration 3F: 3 clusters Score -3603364 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3604093.250000 Penalty: 5104.315430
	Iteration 4F: 3 clusters Score -3604093 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3604966.250000 Penalty: 5104.315430
	Iteration 5F: 3 clusters Score -3604966 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3606048.000000 Penalty: 5104.315430
	Iteration 6F: 3 clusters Score -3606048 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3607205.500000 Penalty: 5104.315430
	Iteration 7F: 3 clusters Score -3607206 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3608142.750000 Penalty: 5104.315430
	Iteration 8F: 3 clusters Score -3608143 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3608914.500000 Penalty: 5104.315430
	Iteration 9Q: 3 clusters Score -3608914 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3609494.500000 Penalty: 5104.315430
	Iteration 10Q: 3 clusters Score -3609494 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3609923.000000 Penalty: 5104.315430
	Iteration 11Q: 3 clusters Score -3609923 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3610300.000000 Penalty: 5104.315430
	Iteration 12Q: 3 clusters Score -3610300 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3610639.500000 Penalty: 5104.315430
	Iteration 13Q: 3 clusters Score -3610640 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3610906.250000 Penalty: 5104.315430
	Iteration 14Q: 3 clusters Score -3610906 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3611143.750000 Penalty: 5104.315430
	Iteration 15Q: 3 clusters Score -3611144 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3611376.500000 Penalty: 5104.315430
	Iteration 16Q: 3 clusters Score -3611376 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3611581.500000 Penalty: 5104.315430
	Iteration 17Q: 3 clusters Score -3611582 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3611760.000000 Penalty: 5104.315430
	Iteration 18Q: 3 clusters Score -3611760 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3611903.500000 Penalty: 5104.315430
	Iteration 19Q: 3 clusters Score -3611904 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3612049.250000 Penalty: 5104.315430
	Iteration 20F: 3 clusters Score -3612049 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3612154.250000 Penalty: 5104.315430
	Iteration 21Q: 3 clusters Score -3612154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3612290.000000 Penalty: 5104.315430
	Iteration 22Q: 3 clusters Score -3612290 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3612389.250000 Penalty: 5104.315430
	Iteration 23Q: 3 clusters Score -3612389 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3612486.250000 Penalty: 5104.315430
	Iteration 24Q: 3 clusters Score -3612486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3612563.500000 Penalty: 5104.315430
	Iteration 25Q: 3 clusters Score -3612564 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3612618.750000 Penalty: 5104.315430
	Iteration 26Q: 3 clusters Score -3612619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3612666.000000 Penalty: 5104.315430
	Iteration 27Q: 3 clusters Score -3612666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3612731.750000 Penalty: 5104.315430
	Iteration 28Q: 3 clusters Score -3612732 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3612815.250000 Penalty: 5104.315430
	Iteration 29Q: 3 clusters Score -3612815 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3612877.750000 Penalty: 5104.315430
	Iteration 30Q: 3 clusters Score -3612878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3612923.500000 Penalty: 5104.315430
	Iteration 31Q: 3 clusters Score -3612924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3612960.500000 Penalty: 5104.315430
	Iteration 32Q: 3 clusters Score -3612960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3612986.500000 Penalty: 5104.315430
	Iteration 33Q: 3 clusters Score -3612986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3613011.000000 Penalty: 5104.315430
	Iteration 34Q: 3 clusters Score -3613011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3613032.250000 Penalty: 5104.315430
	Iteration 35Q: 3 clusters Score -3613032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3613059.500000 Penalty: 5104.315430
	Iteration 36Q: 3 clusters Score -3613060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3613079.000000 Penalty: 5104.315430
	Iteration 37Q: 3 clusters Score -3613079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3613077.500000 Penalty: 5104.315430
	Iteration 38Q: 3 clusters Score -3613078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3613084.000000 Penalty: 5104.315430
	Iteration 39Q: 3 clusters Score -3613084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3613094.500000 Penalty: 5104.315430
	Iteration 40F: 3 clusters Score -3613094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3613105.000000 Penalty: 5104.315430
	Iteration 41Q: 3 clusters Score -3613105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3613112.000000 Penalty: 5104.315430
	Iteration 42Q: 3 clusters Score -3613112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3613110.500000 Penalty: 5104.315430
	Iteration 43Q: 3 clusters Score -3613110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3613111.500000 Penalty: 5104.315430
	Iteration 44Q: 3 clusters Score -3613112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3613118.250000 Penalty: 5104.315430
	Iteration 45Q: 3 clusters Score -3613118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3613118.000000 Penalty: 5104.315430
	Iteration 46Q: 3 clusters Score -3613118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3613117.750000 Penalty: 5104.315430
	Iteration 47Q: 3 clusters Score -3613118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3613122.000000 Penalty: 5104.315430
	Iteration 48Q: 3 clusters Score -3613122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3613121.250000 Penalty: 5104.315430
	Iteration 49Q: 3 clusters Score -3613121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3613124.000000 Penalty: 5104.315430
	Iteration 50Q: 3 clusters Score -3613124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3613124.250000 Penalty: 5104.315430
	Iteration 51Q: 3 clusters Score -3613124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3613124.250000 Penalty: 5104.315430
	Iteration 52F: 3 clusters Score -3613124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Entering Unmasked Estep 
Score: -2369258.000000 Penalty: 2446.431396
	Iteration 0F: 2 clusters Score -2369258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2355533.000000 Penalty: 4892.862793
	Iteration 0F: 3 clusters Score -2355533 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2360163.250000 Penalty: 4892.862793
	Iteration 1F: 3 clusters Score -2360163 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2360512.000000 Penalty: 4892.862793
	Iteration 2F: 3 clusters Score -2360512 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2360801.000000 Penalty: 4892.862793
	Iteration 3Q: 3 clusters Score -2360801 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2361062.750000 Penalty: 4892.862793
	Iteration 4Q: 3 clusters Score -2361063 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2361313.500000 Penalty: 4892.862793
	Iteration 5Q: 3 clusters Score -2361314 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2361610.000000 Penalty: 4892.862793
	Iteration 6Q: 3 clusters Score -2361610 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2361968.500000 Penalty: 4892.862793
	Iteration 7Q: 3 clusters Score -2361968 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2362461.250000 Penalty: 4892.862793
	Iteration 8Q: 3 clusters Score -2362461 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2363117.250000 Penalty: 4892.862793
	Iteration 9F: 3 clusters Score -2363117 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2363937.750000 Penalty: 4892.862793
	Iteration 10F: 3 clusters Score -2363938 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2364824.000000 Penalty: 4892.862793
	Iteration 11F: 3 clusters Score -2364824 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2365643.500000 Penalty: 4892.862793
	Iteration 12Q: 3 clusters Score -2365644 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2366205.750000 Penalty: 4892.862793
	Iteration 13Q: 3 clusters Score -2366206 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2366570.500000 Penalty: 4892.862793
	Iteration 14Q: 3 clusters Score -2366570 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2366805.000000 Penalty: 4892.862793
	Iteration 15Q: 3 clusters Score -2366805 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2366943.750000 Penalty: 4892.862793
	Iteration 16Q: 3 clusters Score -2366944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2367009.000000 Penalty: 4892.862793
	Iteration 17Q: 3 clusters Score -2367009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2367048.250000 Penalty: 4892.862793
	Iteration 18Q: 3 clusters Score -2367048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2367076.750000 Penalty: 4892.862793
	Iteration 19Q: 3 clusters Score -2367077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2367109.250000 Penalty: 4892.862793
	Iteration 20F: 3 clusters Score -2367109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2367118.250000 Penalty: 4892.862793
	Iteration 21Q: 3 clusters Score -2367118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2367122.500000 Penalty: 4892.862793
	Iteration 22Q: 3 clusters Score -2367122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2367132.000000 Penalty: 4892.862793
	Iteration 23Q: 3 clusters Score -2367132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2367134.750000 Penalty: 4892.862793
	Iteration 24Q: 3 clusters Score -2367135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2367136.500000 Penalty: 4892.862793
	Iteration 25Q: 3 clusters Score -2367136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2367143.750000 Penalty: 4892.862793
	Iteration 26Q: 3 clusters Score -2367144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2367143.750000 Penalty: 4892.862793
	Iteration 27Q: 3 clusters Score -2367144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2367145.000000 Penalty: 4892.862793
	Iteration 28Q: 3 clusters Score -2367145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2367145.500000 Penalty: 4892.862793
	Iteration 29Q: 3 clusters Score -2367146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2367149.750000 Penalty: 4892.862793
	Iteration 30Q: 3 clusters Score -2367150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2367149.750000 Penalty: 4892.862793
	Iteration 31Q: 3 clusters Score -2367150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2367149.750000 Penalty: 4892.862793
	Iteration 32F: 3 clusters Score -2367150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
Score: -1090174.125000 Penalty: 2257.041016
	Iteration 0F: 2 clusters Score -1090174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1083129.625000 Penalty: 4514.082031
	Iteration 0F: 3 clusters Score -1083130 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1085189.750000 Penalty: 4514.082031
	Iteration 1F: 3 clusters Score -1085190 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1085509.000000 Penalty: 4514.082031
	Iteration 2F: 3 clusters Score -1085509 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1085760.250000 Penalty: 4514.082031
	Iteration 3F: 3 clusters Score -1085760 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1085990.875000 Penalty: 4514.082031
	Iteration 4Q: 3 clusters Score -1085991 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1086242.250000 Penalty: 4514.082031
	Iteration 5Q: 3 clusters Score -1086242 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1086486.375000 Penalty: 4514.082031
	Iteration 6Q: 3 clusters Score -1086486 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1086749.875000 Penalty: 4514.082031
	Iteration 7Q: 3 clusters Score -1086750 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1087001.250000 Penalty: 4514.082031
	Iteration 8Q: 3 clusters Score -1087001 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1087247.250000 Penalty: 4514.082031
	Iteration 9Q: 3 clusters Score -1087247 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1087530.500000 Penalty: 4514.082031
	Iteration 10Q: 3 clusters Score -1087530 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1087816.000000 Penalty: 4514.082031
	Iteration 11Q: 3 clusters Score -1087816 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1088051.750000 Penalty: 4514.082031
	Iteration 12Q: 3 clusters Score -1088052 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1088245.500000 Penalty: 4514.082031
	Iteration 13Q: 3 clusters Score -1088246 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1088392.125000 Penalty: 4514.082031
	Iteration 14Q: 3 clusters Score -1088392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1088491.750000 Penalty: 4514.082031
	Iteration 15Q: 3 clusters Score -1088492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1088574.625000 Penalty: 4514.082031
	Iteration 16Q: 3 clusters Score -1088575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1088625.875000 Penalty: 4514.082031
	Iteration 17Q: 3 clusters Score -1088626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1088663.750000 Penalty: 4514.082031
	Iteration 18Q: 3 clusters Score -1088664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1088690.000000 Penalty: 4514.082031
	Iteration 19Q: 3 clusters Score -1088690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1088706.375000 Penalty: 4514.082031
	Iteration 20F: 3 clusters Score -1088706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1088714.125000 Penalty: 4514.082031
	Iteration 21Q: 3 clusters Score -1088714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1088723.375000 Penalty: 4514.082031
	Iteration 22Q: 3 clusters Score -1088723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1088738.875000 Penalty: 4514.082031
	Iteration 23Q: 3 clusters Score -1088739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1088748.875000 Penalty: 4514.082031
	Iteration 24Q: 3 clusters Score -1088749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1088757.750000 Penalty: 4514.082031
	Iteration 25Q: 3 clusters Score -1088758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1088760.000000 Penalty: 4514.082031
	Iteration 26Q: 3 clusters Score -1088760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1088763.375000 Penalty: 4514.082031
	Iteration 27Q: 3 clusters Score -1088763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1088765.500000 Penalty: 4514.082031
	Iteration 28Q: 3 clusters Score -1088766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1088766.375000 Penalty: 4514.082031
	Iteration 29Q: 3 clusters Score -1088766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1088767.375000 Penalty: 4514.082031
	Iteration 30Q: 3 clusters Score -1088767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1088771.375000 Penalty: 4514.082031
	Iteration 31Q: 3 clusters Score -1088771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1088771.750000 Penalty: 4514.082031
	Iteration 32Q: 3 clusters Score -1088772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1088774.375000 Penalty: 4514.082031
	Iteration 33Q: 3 clusters Score -1088774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1088774.375000 Penalty: 4514.082031
	Iteration 34F: 3 clusters Score -1088774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Entering Unmasked Estep 
Score: -1498571.125000 Penalty: 2339.741943
	Iteration 0F: 2 clusters Score -1498571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1489374.125000 Penalty: 4679.483887
	Iteration 0F: 3 clusters Score -1489374 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1492205.500000 Penalty: 4679.483887
	Iteration 1F: 3 clusters Score -1492206 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1492607.500000 Penalty: 4679.483887
	Iteration 2F: 3 clusters Score -1492608 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1492883.125000 Penalty: 4679.483887
	Iteration 3F: 3 clusters Score -1492883 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1493088.250000 Penalty: 4679.483887
	Iteration 4Q: 3 clusters Score -1493088 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1493257.875000 Penalty: 4679.483887
	Iteration 5Q: 3 clusters Score -1493258 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1493404.500000 Penalty: 4679.483887
	Iteration 6Q: 3 clusters Score -1493404 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1493571.500000 Penalty: 4679.483887
	Iteration 7Q: 3 clusters Score -1493572 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1493745.375000 Penalty: 4679.483887
	Iteration 8Q: 3 clusters Score -1493745 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1493956.750000 Penalty: 4679.483887
	Iteration 9Q: 3 clusters Score -1493957 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1494203.750000 Penalty: 4679.483887
	Iteration 10Q: 3 clusters Score -1494204 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1494482.875000 Penalty: 4679.483887
	Iteration 11Q: 3 clusters Score -1494483 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1494774.750000 Penalty: 4679.483887
	Iteration 12Q: 3 clusters Score -1494775 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1495053.375000 Penalty: 4679.483887
	Iteration 13Q: 3 clusters Score -1495053 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1495294.375000 Penalty: 4679.483887
	Iteration 14Q: 3 clusters Score -1495294 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1495502.750000 Penalty: 4679.483887
	Iteration 15Q: 3 clusters Score -1495503 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1495687.125000 Penalty: 4679.483887
	Iteration 16Q: 3 clusters Score -1495687 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1495848.875000 Penalty: 4679.483887
	Iteration 17Q: 3 clusters Score -1495849 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1495998.375000 Penalty: 4679.483887
	Iteration 18Q: 3 clusters Score -1495998 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1496168.625000 Penalty: 4679.483887
	Iteration 19Q: 3 clusters Score -1496169 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1496341.625000 Penalty: 4679.483887
	Iteration 20F: 3 clusters Score -1496342 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1496494.000000 Penalty: 4679.483887
	Iteration 21Q: 3 clusters Score -1496494 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1496604.250000 Penalty: 4679.483887
	Iteration 22Q: 3 clusters Score -1496604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1496711.375000 Penalty: 4679.483887
	Iteration 23Q: 3 clusters Score -1496711 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1496803.375000 Penalty: 4679.483887
	Iteration 24Q: 3 clusters Score -1496803 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1496862.750000 Penalty: 4679.483887
	Iteration 25Q: 3 clusters Score -1496863 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1496899.000000 Penalty: 4679.483887
	Iteration 26Q: 3 clusters Score -1496899 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1496927.750000 Penalty: 4679.483887
	Iteration 27Q: 3 clusters Score -1496928 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1496935.125000 Penalty: 4679.483887
	Iteration 28Q: 3 clusters Score -1496935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1496945.125000 Penalty: 4679.483887
	Iteration 29Q: 3 clusters Score -1496945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1496958.750000 Penalty: 4679.483887
	Iteration 30Q: 3 clusters Score -1496959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1496969.000000 Penalty: 4679.483887
	Iteration 31Q: 3 clusters Score -1496969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1496977.375000 Penalty: 4679.483887
	Iteration 32Q: 3 clusters Score -1496977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1496985.875000 Penalty: 4679.483887
	Iteration 33Q: 3 clusters Score -1496986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1496989.875000 Penalty: 4679.483887
	Iteration 34Q: 3 clusters Score -1496990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1497001.125000 Penalty: 4679.483887
	Iteration 35Q: 3 clusters Score -1497001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1497001.375000 Penalty: 4679.483887
	Iteration 36Q: 3 clusters Score -1497001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1497007.500000 Penalty: 4679.483887
	Iteration 37Q: 3 clusters Score -1497008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1497007.750000 Penalty: 4679.483887
	Iteration 38Q: 3 clusters Score -1497008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1497015.375000 Penalty: 4679.483887
	Iteration 39Q: 3 clusters Score -1497015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1497025.125000 Penalty: 4679.483887
	Iteration 40F: 3 clusters Score -1497025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1497028.875000 Penalty: 4679.483887
	Iteration 41Q: 3 clusters Score -1497029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1497035.375000 Penalty: 4679.483887
	Iteration 42Q: 3 clusters Score -1497035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1497039.125000 Penalty: 4679.483887
	Iteration 43Q: 3 clusters Score -1497039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1497047.625000 Penalty: 4679.483887
	Iteration 44Q: 3 clusters Score -1497048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1497049.125000 Penalty: 4679.483887
	Iteration 45Q: 3 clusters Score -1497049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1497054.000000 Penalty: 4679.483887
	Iteration 46Q: 3 clusters Score -1497054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1497057.250000 Penalty: 4679.483887
	Iteration 47Q: 3 clusters Score -1497057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1497061.000000 Penalty: 4679.483887
	Iteration 48Q: 3 clusters Score -1497061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1497063.000000 Penalty: 4679.483887
	Iteration 49Q: 3 clusters Score -1497063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1497063.875000 Penalty: 4679.483887
	Iteration 50Q: 3 clusters Score -1497064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1497065.125000 Penalty: 4679.483887
	Iteration 51Q: 3 clusters Score -1497065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1497067.750000 Penalty: 4679.483887
	Iteration 52Q: 3 clusters Score -1497068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1497068.000000 Penalty: 4679.483887
	Iteration 53Q: 3 clusters Score -1497068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1497070.500000 Penalty: 4679.483887
	Iteration 54Q: 3 clusters Score -1497070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1497073.125000 Penalty: 4679.483887
	Iteration 55Q: 3 clusters Score -1497073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1497076.625000 Penalty: 4679.483887
	Iteration 56Q: 3 clusters Score -1497077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1497076.750000 Penalty: 4679.483887
	Iteration 57Q: 3 clusters Score -1497077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1497076.500000 Penalty: 4679.483887
	Iteration 58Q: 3 clusters Score -1497076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1497081.500000 Penalty: 4679.483887
	Iteration 59Q: 3 clusters Score -1497082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1497079.250000 Penalty: 4679.483887
	Iteration 60F: 3 clusters Score -1497079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1497082.750000 Penalty: 4679.483887
	Iteration 61Q: 3 clusters Score -1497083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1497083.500000 Penalty: 4679.483887
	Iteration 62Q: 3 clusters Score -1497084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1497081.375000 Penalty: 4679.483887
	Iteration 63Q: 3 clusters Score -1497081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1497082.500000 Penalty: 4679.483887
	Iteration 64Q: 3 clusters Score -1497082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1497084.875000 Penalty: 4679.483887
	Iteration 65Q: 3 clusters Score -1497085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1497090.000000 Penalty: 4679.483887
	Iteration 66Q: 3 clusters Score -1497090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1497091.625000 Penalty: 4679.483887
	Iteration 67Q: 3 clusters Score -1497092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1497091.750000 Penalty: 4679.483887
	Iteration 68Q: 3 clusters Score -1497092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1497092.250000 Penalty: 4679.483887
	Iteration 69Q: 3 clusters Score -1497092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1497092.875000 Penalty: 4679.483887
	Iteration 70Q: 3 clusters Score -1497093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1497093.375000 Penalty: 4679.483887
	Iteration 71Q: 3 clusters Score -1497093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1497094.375000 Penalty: 4679.483887
	Iteration 72Q: 3 clusters Score -1497094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1497096.500000 Penalty: 4679.483887
	Iteration 73Q: 3 clusters Score -1497096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1497095.250000 Penalty: 4679.483887
	Iteration 74Q: 3 clusters Score -1497095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1497096.625000 Penalty: 4679.483887
	Iteration 75Q: 3 clusters Score -1497097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1497097.750000 Penalty: 4679.483887
	Iteration 76Q: 3 clusters Score -1497098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1497097.625000 Penalty: 4679.483887
	Iteration 77Q: 3 clusters Score -1497098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1497097.625000 Penalty: 4679.483887
	Iteration 78F: 3 clusters Score -1497098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (136437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136437 members 
Entering Unmasked Estep 
Score: -16565306.000000 Penalty: 2932.257324
	Iteration 0F: 2 clusters Score -1.656531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -16473816.000000 Penalty: 5864.514648
	Iteration 0F: 3 clusters Score -1.647382e+07 nChanged 65075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -16511692.000000 Penalty: 5864.514648
	Iteration 1F: 3 clusters Score -1.651169e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -16512773.000000 Penalty: 5864.514648
	Iteration 2Q: 3 clusters Score -1.651277e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -16514106.000000 Penalty: 5864.514648
	Iteration 3Q: 3 clusters Score -1.651411e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -16516372.000000 Penalty: 5864.514648
	Iteration 4Q: 3 clusters Score -1.651637e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -16519665.000000 Penalty: 5864.514648
	Iteration 5Q: 3 clusters Score -1.651966e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -16524608.000000 Penalty: 5864.514648
	Iteration 6F: 3 clusters Score -1.652461e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -16530413.000000 Penalty: 5864.514648
	Iteration 7F: 3 clusters Score -1.653041e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -16536919.000000 Penalty: 5864.514648
	Iteration 8F: 3 clusters Score -1.653692e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -16543867.000000 Penalty: 5864.514648
	Iteration 9F: 3 clusters Score -1.654387e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -16550478.000000 Penalty: 5864.514648
	Iteration 10F: 3 clusters Score -1.655048e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -16555124.000000 Penalty: 5864.514648
	Iteration 11Q: 3 clusters Score -1.655512e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -16557997.000000 Penalty: 5864.514648
	Iteration 12Q: 3 clusters Score -1.6558e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -16559904.000000 Penalty: 5864.514648
	Iteration 13Q: 3 clusters Score -1.65599e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -16561372.000000 Penalty: 5864.514648
	Iteration 14Q: 3 clusters Score -1.656137e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110389 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -16562465.000000 Penalty: 5864.514648
	Iteration 15Q: 3 clusters Score -1.656246e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112148 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -16563372.000000 Penalty: 5864.514648
	Iteration 16Q: 3 clusters Score -1.656337e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -16564017.000000 Penalty: 5864.514648
	Iteration 17Q: 3 clusters Score -1.656402e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114913 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -16564474.000000 Penalty: 5864.514648
	Iteration 18Q: 3 clusters Score -1.656447e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -16564845.000000 Penalty: 5864.514648
	Iteration 19Q: 3 clusters Score -1.656484e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116733 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -16565083.000000 Penalty: 5864.514648
	Iteration 20F: 3 clusters Score -1.656508e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -16565258.000000 Penalty: 5864.514648
	Iteration 21Q: 3 clusters Score -1.656526e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -16565362.000000 Penalty: 5864.514648
	Iteration 22Q: 3 clusters Score -1.656536e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118549 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -16565456.000000 Penalty: 5864.514648
	Iteration 23Q: 3 clusters Score -1.656546e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -16565566.000000 Penalty: 5864.514648
	Iteration 24Q: 3 clusters Score -1.656557e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -16565686.000000 Penalty: 5864.514648
	Iteration 25Q: 3 clusters Score -1.656569e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -16565710.000000 Penalty: 5864.514648
	Iteration 26Q: 3 clusters Score -1.656571e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119931 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -16565730.000000 Penalty: 5864.514648
	Iteration 27Q: 3 clusters Score -1.656573e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -16565776.000000 Penalty: 5864.514648
	Iteration 28Q: 3 clusters Score -1.656578e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120393 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -16565808.000000 Penalty: 5864.514648
	Iteration 29Q: 3 clusters Score -1.656581e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -16565796.000000 Penalty: 5864.514648
	Iteration 30Q: 3 clusters Score -1.65658e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120717 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -16565749.000000 Penalty: 5864.514648
	Iteration 31Q: 3 clusters Score -1.656575e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -16565737.000000 Penalty: 5864.514648
	Iteration 32Q: 3 clusters Score -1.656574e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -16565742.000000 Penalty: 5864.514648
	Iteration 33Q: 3 clusters Score -1.656574e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -16565756.000000 Penalty: 5864.514648
	Iteration 34Q: 3 clusters Score -1.656576e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -16565748.000000 Penalty: 5864.514648
	Iteration 35Q: 3 clusters Score -1.656575e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121117 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -16565747.000000 Penalty: 5864.514648
	Iteration 36Q: 3 clusters Score -1.656575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -16565754.000000 Penalty: 5864.514648
	Iteration 37Q: 3 clusters Score -1.656575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121191 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -16565740.000000 Penalty: 5864.514648
	Iteration 38Q: 3 clusters Score -1.656574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -16565751.000000 Penalty: 5864.514648
	Iteration 39Q: 3 clusters Score -1.656575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -16565743.000000 Penalty: 5864.514648
	Iteration 40F: 3 clusters Score -1.656574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -16565743.000000 Penalty: 5864.514648
	Iteration 41Q: 3 clusters Score -1.656574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -16565736.000000 Penalty: 5864.514648
	Iteration 42Q: 3 clusters Score -1.656574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -16565741.000000 Penalty: 5864.514648
	Iteration 43Q: 3 clusters Score -1.656574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -16565745.000000 Penalty: 5864.514648
	Iteration 44Q: 3 clusters Score -1.656574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -16565742.000000 Penalty: 5864.514648
	Iteration 45Q: 3 clusters Score -1.656574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121352 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -16565753.000000 Penalty: 5864.514648
	Iteration 46Q: 3 clusters Score -1.656575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121364 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -16565741.000000 Penalty: 5864.514648
	Iteration 47Q: 3 clusters Score -1.656574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121369 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -16565749.000000 Penalty: 5864.514648
	Iteration 48Q: 3 clusters Score -1.656575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121378 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -16565755.000000 Penalty: 5864.514648
	Iteration 49Q: 3 clusters Score -1.656576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -16565766.000000 Penalty: 5864.514648
	Iteration 50Q: 3 clusters Score -1.656577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -16565758.000000 Penalty: 5864.514648
	Iteration 51Q: 3 clusters Score -1.656576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121400 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -16565741.000000 Penalty: 5864.514648
	Iteration 52Q: 3 clusters Score -1.656574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121407 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -16565745.000000 Penalty: 5864.514648
	Iteration 53Q: 3 clusters Score -1.656574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121411 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -16565747.000000 Penalty: 5864.514648
	Iteration 54Q: 3 clusters Score -1.656575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121420 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -16565746.000000 Penalty: 5864.514648
	Iteration 55Q: 3 clusters Score -1.656575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121428 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -16565745.000000 Penalty: 5864.514648
	Iteration 56Q: 3 clusters Score -1.656574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121435 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -16565737.000000 Penalty: 5864.514648
	Iteration 57Q: 3 clusters Score -1.656574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121442 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -16565746.000000 Penalty: 5864.514648
	Iteration 58Q: 3 clusters Score -1.656575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -16565745.000000 Penalty: 5864.514648
	Iteration 59Q: 3 clusters Score -1.656574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -16565757.000000 Penalty: 5864.514648
	Iteration 60F: 3 clusters Score -1.656576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121469 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -16565754.000000 Penalty: 5864.514648
	Iteration 61Q: 3 clusters Score -1.656575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -16565749.000000 Penalty: 5864.514648
	Iteration 62Q: 3 clusters Score -1.656575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121477 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -16565751.000000 Penalty: 5864.514648
	Iteration 63Q: 3 clusters Score -1.656575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121482 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -16565754.000000 Penalty: 5864.514648
	Iteration 64Q: 3 clusters Score -1.656575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -16565759.000000 Penalty: 5864.514648
	Iteration 65Q: 3 clusters Score -1.656576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -16565759.000000 Penalty: 5864.514648
	Iteration 66F: 3 clusters Score -1.656576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 231950 members 
Mstep: Class 5 contains 13490 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 163070 members 
Mstep: Class 9 contains 16674 members 
Mstep: Class 10 contains 29465 members 
Mstep: Class 11 contains 19238 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 121483 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55347 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 189876 members 
Mstep: Class 20 contains 13799 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 44870 members 
Mstep: Class 23 contains 7025 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 10100 members 
Mstep: Class 27 contains 14954 members 
Entering Unmasked Estep 
Score: -124186248.000000 Penalty: 92743.140625
Splitting cluster 14 changes total score from -124185528.000000 to -124186248.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (5815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Entering Unmasked Estep 
Score: -699027.312500 Penalty: 2149.712646
	Iteration 0F: 2 clusters Score -699027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -694030.937500 Penalty: 4299.425293
	Iteration 0F: 3 clusters Score -694030.9 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -695358.812500 Penalty: 4299.425293
	Iteration 1F: 3 clusters Score -695358.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -695732.000000 Penalty: 4299.425293
	Iteration 2F: 3 clusters Score -695732 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -696077.875000 Penalty: 4299.425293
	Iteration 3F: 3 clusters Score -696077.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -696444.312500 Penalty: 4299.425293
	Iteration 4F: 3 clusters Score -696444.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -696794.562500 Penalty: 4299.425293
	Iteration 5F: 3 clusters Score -696794.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -697093.062500 Penalty: 4299.425293
	Iteration 6F: 3 clusters Score -697093.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -697318.250000 Penalty: 4299.425293
	Iteration 7Q: 3 clusters Score -697318.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -697483.625000 Penalty: 4299.425293
	Iteration 8Q: 3 clusters Score -697483.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -697614.062500 Penalty: 4299.425293
	Iteration 9Q: 3 clusters Score -697614.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -697748.062500 Penalty: 4299.425293
	Iteration 10Q: 3 clusters Score -697748.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -697862.125000 Penalty: 4299.425293
	Iteration 11Q: 3 clusters Score -697862.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -697957.062500 Penalty: 4299.425293
	Iteration 12Q: 3 clusters Score -697957.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -698048.812500 Penalty: 4299.425293
	Iteration 13Q: 3 clusters Score -698048.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -698132.937500 Penalty: 4299.425293
	Iteration 14Q: 3 clusters Score -698132.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -698199.062500 Penalty: 4299.425293
	Iteration 15Q: 3 clusters Score -698199.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -698253.062500 Penalty: 4299.425293
	Iteration 16Q: 3 clusters Score -698253.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -698303.062500 Penalty: 4299.425293
	Iteration 17Q: 3 clusters Score -698303.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -698339.000000 Penalty: 4299.425293
	Iteration 18Q: 3 clusters Score -698339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -698362.500000 Penalty: 4299.425293
	Iteration 19Q: 3 clusters Score -698362.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -698380.250000 Penalty: 4299.425293
	Iteration 20F: 3 clusters Score -698380.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -698393.875000 Penalty: 4299.425293
	Iteration 21Q: 3 clusters Score -698393.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -698399.375000 Penalty: 4299.425293
	Iteration 22Q: 3 clusters Score -698399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -698399.125000 Penalty: 4299.425293
	Iteration 23Q: 3 clusters Score -698399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -698400.937500 Penalty: 4299.425293
	Iteration 24Q: 3 clusters Score -698400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -698400.062500 Penalty: 4299.425293
	Iteration 25Q: 3 clusters Score -698400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -698399.625000 Penalty: 4299.425293
	Iteration 26Q: 3 clusters Score -698399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -698400.812500 Penalty: 4299.425293
	Iteration 27Q: 3 clusters Score -698400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -698399.687500 Penalty: 4299.425293
	Iteration 28Q: 3 clusters Score -698399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -698399.687500 Penalty: 4299.425293
	Iteration 29F: 3 clusters Score -698399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Entering Unmasked Estep 
Score: -6807627.500000 Penalty: 2708.501709
	Iteration 0F: 2 clusters Score -6807628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6770470.500000 Penalty: 5417.003418
	Iteration 0F: 3 clusters Score -6770470 nChanged 25733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -6784765.000000 Penalty: 5417.003418
	Iteration 1F: 3 clusters Score -6784765 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -6785419.500000 Penalty: 5417.003418
	Iteration 2Q: 3 clusters Score -6785420 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -6785959.500000 Penalty: 5417.003418
	Iteration 3Q: 3 clusters Score -6785960 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6786425.000000 Penalty: 5417.003418
	Iteration 4Q: 3 clusters Score -6786425 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -6786836.000000 Penalty: 5417.003418
	Iteration 5Q: 3 clusters Score -6786836 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -6787221.000000 Penalty: 5417.003418
	Iteration 6Q: 3 clusters Score -6787221 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6787582.000000 Penalty: 5417.003418
	Iteration 7Q: 3 clusters Score -6787582 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -6787915.000000 Penalty: 5417.003418
	Iteration 8Q: 3 clusters Score -6787915 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -6788269.500000 Penalty: 5417.003418
	Iteration 9Q: 3 clusters Score -6788270 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -6788611.000000 Penalty: 5417.003418
	Iteration 10Q: 3 clusters Score -6788611 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -6788954.000000 Penalty: 5417.003418
	Iteration 11Q: 3 clusters Score -6788954 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -6789340.000000 Penalty: 5417.003418
	Iteration 12Q: 3 clusters Score -6789340 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -6789881.500000 Penalty: 5417.003418
	Iteration 13Q: 3 clusters Score -6789882 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -6790510.000000 Penalty: 5417.003418
	Iteration 14Q: 3 clusters Score -6790510 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -6791518.500000 Penalty: 5417.003418
	Iteration 15Q: 3 clusters Score -6791518 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -6792925.000000 Penalty: 5417.003418
	Iteration 16Q: 3 clusters Score -6792925 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -6794799.000000 Penalty: 5417.003418
	Iteration 17F: 3 clusters Score -6794799 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -6796823.500000 Penalty: 5417.003418
	Iteration 18F: 3 clusters Score -6796824 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -6798494.000000 Penalty: 5417.003418
	Iteration 19Q: 3 clusters Score -6798494 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -6799590.500000 Penalty: 5417.003418
	Iteration 20F: 3 clusters Score -6799590 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -6800268.500000 Penalty: 5417.003418
	Iteration 21Q: 3 clusters Score -6800268 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -6800749.000000 Penalty: 5417.003418
	Iteration 22Q: 3 clusters Score -6800749 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -6801185.000000 Penalty: 5417.003418
	Iteration 23Q: 3 clusters Score -6801185 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6801502.500000 Penalty: 5417.003418
	Iteration 24Q: 3 clusters Score -6801502 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -6801834.500000 Penalty: 5417.003418
	Iteration 25Q: 3 clusters Score -6801834 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6802118.500000 Penalty: 5417.003418
	Iteration 26Q: 3 clusters Score -6802118 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -6802402.500000 Penalty: 5417.003418
	Iteration 27Q: 3 clusters Score -6802402 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6802630.500000 Penalty: 5417.003418
	Iteration 28Q: 3 clusters Score -6802630 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6802764.500000 Penalty: 5417.003418
	Iteration 29Q: 3 clusters Score -6802764 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -6802911.500000 Penalty: 5417.003418
	Iteration 30Q: 3 clusters Score -6802912 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6803026.000000 Penalty: 5417.003418
	Iteration 31Q: 3 clusters Score -6803026 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -6803169.000000 Penalty: 5417.003418
	Iteration 32Q: 3 clusters Score -6803169 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6803299.000000 Penalty: 5417.003418
	Iteration 33Q: 3 clusters Score -6803299 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -6803416.500000 Penalty: 5417.003418
	Iteration 34Q: 3 clusters Score -6803416 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -6803542.000000 Penalty: 5417.003418
	Iteration 35Q: 3 clusters Score -6803542 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -6803631.000000 Penalty: 5417.003418
	Iteration 36Q: 3 clusters Score -6803631 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6803691.500000 Penalty: 5417.003418
	Iteration 37Q: 3 clusters Score -6803692 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -6803828.500000 Penalty: 5417.003418
	Iteration 38Q: 3 clusters Score -6803828 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6803947.000000 Penalty: 5417.003418
	Iteration 39Q: 3 clusters Score -6803947 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6804027.000000 Penalty: 5417.003418
	Iteration 40F: 3 clusters Score -6804027 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -6804090.000000 Penalty: 5417.003418
	Iteration 41Q: 3 clusters Score -6804090 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -6804152.000000 Penalty: 5417.003418
	Iteration 42Q: 3 clusters Score -6804152 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -6804200.500000 Penalty: 5417.003418
	Iteration 43Q: 3 clusters Score -6804200 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -6804228.500000 Penalty: 5417.003418
	Iteration 44Q: 3 clusters Score -6804228 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -6804311.000000 Penalty: 5417.003418
	Iteration 45Q: 3 clusters Score -6804311 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6804365.000000 Penalty: 5417.003418
	Iteration 46Q: 3 clusters Score -6804365 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6804458.500000 Penalty: 5417.003418
	Iteration 47Q: 3 clusters Score -6804458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -6804540.000000 Penalty: 5417.003418
	Iteration 48Q: 3 clusters Score -6804540 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -6804606.000000 Penalty: 5417.003418
	Iteration 49Q: 3 clusters Score -6804606 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6804657.500000 Penalty: 5417.003418
	Iteration 50Q: 3 clusters Score -6804658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -6804741.000000 Penalty: 5417.003418
	Iteration 51Q: 3 clusters Score -6804741 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -6804801.000000 Penalty: 5417.003418
	Iteration 52Q: 3 clusters Score -6804801 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -6804837.500000 Penalty: 5417.003418
	Iteration 53Q: 3 clusters Score -6804838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -6804884.500000 Penalty: 5417.003418
	Iteration 54Q: 3 clusters Score -6804884 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6804934.000000 Penalty: 5417.003418
	Iteration 55Q: 3 clusters Score -6804934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -6804961.000000 Penalty: 5417.003418
	Iteration 56Q: 3 clusters Score -6804961 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6805004.000000 Penalty: 5417.003418
	Iteration 57Q: 3 clusters Score -6805004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -6805023.500000 Penalty: 5417.003418
	Iteration 58Q: 3 clusters Score -6805024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -6805040.500000 Penalty: 5417.003418
	Iteration 59Q: 3 clusters Score -6805040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -6805079.500000 Penalty: 5417.003418
	Iteration 60F: 3 clusters Score -6805080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -6805090.500000 Penalty: 5417.003418
	Iteration 61Q: 3 clusters Score -6805090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -6805106.500000 Penalty: 5417.003418
	Iteration 62Q: 3 clusters Score -6805106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -6805113.000000 Penalty: 5417.003418
	Iteration 63Q: 3 clusters Score -6805113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -6805128.500000 Penalty: 5417.003418
	Iteration 64Q: 3 clusters Score -6805128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -6805149.500000 Penalty: 5417.003418
	Iteration 65Q: 3 clusters Score -6805150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -6805148.500000 Penalty: 5417.003418
	Iteration 66Q: 3 clusters Score -6805148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -6805164.000000 Penalty: 5417.003418
	Iteration 67Q: 3 clusters Score -6805164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -6805177.500000 Penalty: 5417.003418
	Iteration 68Q: 3 clusters Score -6805178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -6805184.500000 Penalty: 5417.003418
	Iteration 69Q: 3 clusters Score -6805184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -6805184.000000 Penalty: 5417.003418
	Iteration 70Q: 3 clusters Score -6805184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -6805191.000000 Penalty: 5417.003418
	Iteration 71Q: 3 clusters Score -6805191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -6805196.000000 Penalty: 5417.003418
	Iteration 72Q: 3 clusters Score -6805196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6805195.000000 Penalty: 5417.003418
	Iteration 73Q: 3 clusters Score -6805195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -6805203.500000 Penalty: 5417.003418
	Iteration 74Q: 3 clusters Score -6805204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -6805216.500000 Penalty: 5417.003418
	Iteration 75Q: 3 clusters Score -6805216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -6805213.000000 Penalty: 5417.003418
	Iteration 76Q: 3 clusters Score -6805213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -6805216.000000 Penalty: 5417.003418
	Iteration 77Q: 3 clusters Score -6805216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -6805221.500000 Penalty: 5417.003418
	Iteration 78Q: 3 clusters Score -6805222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -6805228.500000 Penalty: 5417.003418
	Iteration 79Q: 3 clusters Score -6805228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -6805234.500000 Penalty: 5417.003418
	Iteration 80F: 3 clusters Score -6805234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -6805242.500000 Penalty: 5417.003418
	Iteration 81Q: 3 clusters Score -6805242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -6805245.000000 Penalty: 5417.003418
	Iteration 82Q: 3 clusters Score -6805245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -6805247.500000 Penalty: 5417.003418
	Iteration 83Q: 3 clusters Score -6805248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6805244.500000 Penalty: 5417.003418
	Iteration 84Q: 3 clusters Score -6805244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -6805255.000000 Penalty: 5417.003418
	Iteration 85Q: 3 clusters Score -6805255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -6805255.000000 Penalty: 5417.003418
	Iteration 86Q: 3 clusters Score -6805255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -6805258.500000 Penalty: 5417.003418
	Iteration 87Q: 3 clusters Score -6805258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -6805261.500000 Penalty: 5417.003418
	Iteration 88Q: 3 clusters Score -6805262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6805262.500000 Penalty: 5417.003418
	Iteration 89Q: 3 clusters Score -6805262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -6805265.000000 Penalty: 5417.003418
	Iteration 90Q: 3 clusters Score -6805265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -6805268.500000 Penalty: 5417.003418
	Iteration 91Q: 3 clusters Score -6805268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -6805278.000000 Penalty: 5417.003418
	Iteration 92Q: 3 clusters Score -6805278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -6805276.500000 Penalty: 5417.003418
	Iteration 93Q: 3 clusters Score -6805276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -6805274.500000 Penalty: 5417.003418
	Iteration 94Q: 3 clusters Score -6805274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -6805273.500000 Penalty: 5417.003418
	Iteration 95Q: 3 clusters Score -6805274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -6805271.500000 Penalty: 5417.003418
	Iteration 96Q: 3 clusters Score -6805272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -6805270.500000 Penalty: 5417.003418
	Iteration 97Q: 3 clusters Score -6805270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -6805270.500000 Penalty: 5417.003418
	Iteration 98F: 3 clusters Score -6805270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Entering Unmasked Estep 
Score: -1248269.625000 Penalty: 2298.263916
	Iteration 0F: 2 clusters Score -1248270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1240287.250000 Penalty: 4596.527832
	Iteration 0F: 3 clusters Score -1240287 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1242816.000000 Penalty: 4596.527832
	Iteration 1F: 3 clusters Score -1242816 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1243342.250000 Penalty: 4596.527832
	Iteration 2F: 3 clusters Score -1243342 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1243837.125000 Penalty: 4596.527832
	Iteration 3F: 3 clusters Score -1243837 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1244246.250000 Penalty: 4596.527832
	Iteration 4F: 3 clusters Score -1244246 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1244580.375000 Penalty: 4596.527832
	Iteration 5F: 3 clusters Score -1244580 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1244854.375000 Penalty: 4596.527832
	Iteration 6Q: 3 clusters Score -1244854 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1245076.875000 Penalty: 4596.527832
	Iteration 7Q: 3 clusters Score -1245077 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1245236.375000 Penalty: 4596.527832
	Iteration 8Q: 3 clusters Score -1245236 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1245351.750000 Penalty: 4596.527832
	Iteration 9Q: 3 clusters Score -1245352 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1245446.625000 Penalty: 4596.527832
	Iteration 10Q: 3 clusters Score -1245447 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1245515.250000 Penalty: 4596.527832
	Iteration 11Q: 3 clusters Score -1245515 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1245578.500000 Penalty: 4596.527832
	Iteration 12Q: 3 clusters Score -1245578 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1245620.625000 Penalty: 4596.527832
	Iteration 13Q: 3 clusters Score -1245621 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1245659.375000 Penalty: 4596.527832
	Iteration 14Q: 3 clusters Score -1245659 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1245690.375000 Penalty: 4596.527832
	Iteration 15Q: 3 clusters Score -1245690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1245725.500000 Penalty: 4596.527832
	Iteration 16Q: 3 clusters Score -1245726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1245761.125000 Penalty: 4596.527832
	Iteration 17Q: 3 clusters Score -1245761 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1245794.500000 Penalty: 4596.527832
	Iteration 18Q: 3 clusters Score -1245794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1245823.250000 Penalty: 4596.527832
	Iteration 19Q: 3 clusters Score -1245823 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1245859.875000 Penalty: 4596.527832
	Iteration 20F: 3 clusters Score -1245860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1245895.375000 Penalty: 4596.527832
	Iteration 21Q: 3 clusters Score -1245895 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1245935.625000 Penalty: 4596.527832
	Iteration 22Q: 3 clusters Score -1245936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1245974.375000 Penalty: 4596.527832
	Iteration 23Q: 3 clusters Score -1245974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1246008.875000 Penalty: 4596.527832
	Iteration 24Q: 3 clusters Score -1246009 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1246036.750000 Penalty: 4596.527832
	Iteration 25Q: 3 clusters Score -1246037 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1246070.500000 Penalty: 4596.527832
	Iteration 26Q: 3 clusters Score -1246070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1246110.750000 Penalty: 4596.527832
	Iteration 27Q: 3 clusters Score -1246111 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1246147.125000 Penalty: 4596.527832
	Iteration 28Q: 3 clusters Score -1246147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1246179.625000 Penalty: 4596.527832
	Iteration 29Q: 3 clusters Score -1246180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1246215.125000 Penalty: 4596.527832
	Iteration 30Q: 3 clusters Score -1246215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1246250.125000 Penalty: 4596.527832
	Iteration 31Q: 3 clusters Score -1246250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1246272.125000 Penalty: 4596.527832
	Iteration 32Q: 3 clusters Score -1246272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1246303.625000 Penalty: 4596.527832
	Iteration 33Q: 3 clusters Score -1246304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1246320.500000 Penalty: 4596.527832
	Iteration 34Q: 3 clusters Score -1246320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1246343.375000 Penalty: 4596.527832
	Iteration 35Q: 3 clusters Score -1246343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1246366.125000 Penalty: 4596.527832
	Iteration 36Q: 3 clusters Score -1246366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1246389.625000 Penalty: 4596.527832
	Iteration 37Q: 3 clusters Score -1246390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1246402.625000 Penalty: 4596.527832
	Iteration 38Q: 3 clusters Score -1246403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1246420.125000 Penalty: 4596.527832
	Iteration 39Q: 3 clusters Score -1246420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1246435.750000 Penalty: 4596.527832
	Iteration 40F: 3 clusters Score -1246436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1246456.375000 Penalty: 4596.527832
	Iteration 41Q: 3 clusters Score -1246456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1246470.875000 Penalty: 4596.527832
	Iteration 42Q: 3 clusters Score -1246471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1246483.500000 Penalty: 4596.527832
	Iteration 43Q: 3 clusters Score -1246484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1246492.750000 Penalty: 4596.527832
	Iteration 44Q: 3 clusters Score -1246493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1246505.000000 Penalty: 4596.527832
	Iteration 45Q: 3 clusters Score -1246505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1246507.375000 Penalty: 4596.527832
	Iteration 46Q: 3 clusters Score -1246507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1246516.000000 Penalty: 4596.527832
	Iteration 47Q: 3 clusters Score -1246516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1246523.000000 Penalty: 4596.527832
	Iteration 48Q: 3 clusters Score -1246523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1246526.875000 Penalty: 4596.527832
	Iteration 49Q: 3 clusters Score -1246527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1246535.125000 Penalty: 4596.527832
	Iteration 50Q: 3 clusters Score -1246535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1246540.375000 Penalty: 4596.527832
	Iteration 51Q: 3 clusters Score -1246540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1246553.000000 Penalty: 4596.527832
	Iteration 52Q: 3 clusters Score -1246553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1246557.750000 Penalty: 4596.527832
	Iteration 53Q: 3 clusters Score -1246558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1246560.875000 Penalty: 4596.527832
	Iteration 54Q: 3 clusters Score -1246561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1246564.125000 Penalty: 4596.527832
	Iteration 55Q: 3 clusters Score -1246564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1246565.375000 Penalty: 4596.527832
	Iteration 56Q: 3 clusters Score -1246565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1246568.875000 Penalty: 4596.527832
	Iteration 57Q: 3 clusters Score -1246569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1246568.375000 Penalty: 4596.527832
	Iteration 58Q: 3 clusters Score -1246568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1246570.375000 Penalty: 4596.527832
	Iteration 59Q: 3 clusters Score -1246570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1246570.375000 Penalty: 4596.527832
	Iteration 60F: 3 clusters Score -1246570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -552598.312500 Penalty: 2102.346680
	Iteration 0F: 2 clusters Score -552598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -548161.000000 Penalty: 4204.693359
	Iteration 0F: 3 clusters Score -548161 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -549300.625000 Penalty: 4204.693359
	Iteration 1F: 3 clusters Score -549300.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -549554.562500 Penalty: 4204.693359
	Iteration 2F: 3 clusters Score -549554.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -549686.375000 Penalty: 4204.693359
	Iteration 3F: 3 clusters Score -549686.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -549775.187500 Penalty: 4204.693359
	Iteration 4Q: 3 clusters Score -549775.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -549832.437500 Penalty: 4204.693359
	Iteration 5Q: 3 clusters Score -549832.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -549882.125000 Penalty: 4204.693359
	Iteration 6Q: 3 clusters Score -549882.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -549921.625000 Penalty: 4204.693359
	Iteration 7Q: 3 clusters Score -549921.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -549956.000000 Penalty: 4204.693359
	Iteration 8Q: 3 clusters Score -549956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -549989.687500 Penalty: 4204.693359
	Iteration 9Q: 3 clusters Score -549989.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -550025.562500 Penalty: 4204.693359
	Iteration 10Q: 3 clusters Score -550025.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -550059.375000 Penalty: 4204.693359
	Iteration 11Q: 3 clusters Score -550059.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -550091.312500 Penalty: 4204.693359
	Iteration 12Q: 3 clusters Score -550091.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -550124.062500 Penalty: 4204.693359
	Iteration 13Q: 3 clusters Score -550124.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -550155.500000 Penalty: 4204.693359
	Iteration 14Q: 3 clusters Score -550155.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -550191.000000 Penalty: 4204.693359
	Iteration 15Q: 3 clusters Score -550191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -550223.625000 Penalty: 4204.693359
	Iteration 16Q: 3 clusters Score -550223.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -550251.500000 Penalty: 4204.693359
	Iteration 17Q: 3 clusters Score -550251.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -550281.625000 Penalty: 4204.693359
	Iteration 18Q: 3 clusters Score -550281.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -550317.500000 Penalty: 4204.693359
	Iteration 19Q: 3 clusters Score -550317.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -550352.687500 Penalty: 4204.693359
	Iteration 20F: 3 clusters Score -550352.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -550389.187500 Penalty: 4204.693359
	Iteration 21Q: 3 clusters Score -550389.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -550422.125000 Penalty: 4204.693359
	Iteration 22Q: 3 clusters Score -550422.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -550452.000000 Penalty: 4204.693359
	Iteration 23Q: 3 clusters Score -550452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -550491.750000 Penalty: 4204.693359
	Iteration 24Q: 3 clusters Score -550491.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -550528.937500 Penalty: 4204.693359
	Iteration 25Q: 3 clusters Score -550528.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -550567.375000 Penalty: 4204.693359
	Iteration 26Q: 3 clusters Score -550567.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -550607.375000 Penalty: 4204.693359
	Iteration 27Q: 3 clusters Score -550607.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -550642.687500 Penalty: 4204.693359
	Iteration 28Q: 3 clusters Score -550642.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -550675.437500 Penalty: 4204.693359
	Iteration 29Q: 3 clusters Score -550675.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -550701.437500 Penalty: 4204.693359
	Iteration 30Q: 3 clusters Score -550701.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -550726.062500 Penalty: 4204.693359
	Iteration 31Q: 3 clusters Score -550726.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -550753.000000 Penalty: 4204.693359
	Iteration 32Q: 3 clusters Score -550753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -550780.312500 Penalty: 4204.693359
	Iteration 33Q: 3 clusters Score -550780.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -550801.625000 Penalty: 4204.693359
	Iteration 34Q: 3 clusters Score -550801.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -550827.375000 Penalty: 4204.693359
	Iteration 35Q: 3 clusters Score -550827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -550850.625000 Penalty: 4204.693359
	Iteration 36Q: 3 clusters Score -550850.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -550874.687500 Penalty: 4204.693359
	Iteration 37Q: 3 clusters Score -550874.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -550892.125000 Penalty: 4204.693359
	Iteration 38Q: 3 clusters Score -550892.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -550902.437500 Penalty: 4204.693359
	Iteration 39Q: 3 clusters Score -550902.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -550910.500000 Penalty: 4204.693359
	Iteration 40F: 3 clusters Score -550910.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -550916.250000 Penalty: 4204.693359
	Iteration 41Q: 3 clusters Score -550916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -550921.937500 Penalty: 4204.693359
	Iteration 42Q: 3 clusters Score -550921.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -550933.875000 Penalty: 4204.693359
	Iteration 43Q: 3 clusters Score -550933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -550941.187500 Penalty: 4204.693359
	Iteration 44Q: 3 clusters Score -550941.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -550945.500000 Penalty: 4204.693359
	Iteration 45Q: 3 clusters Score -550945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -550946.625000 Penalty: 4204.693359
	Iteration 46Q: 3 clusters Score -550946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -550948.062500 Penalty: 4204.693359
	Iteration 47Q: 3 clusters Score -550948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -550950.750000 Penalty: 4204.693359
	Iteration 48Q: 3 clusters Score -550950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -550951.062500 Penalty: 4204.693359
	Iteration 49Q: 3 clusters Score -550951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -550952.375000 Penalty: 4204.693359
	Iteration 50Q: 3 clusters Score -550952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -550952.125000 Penalty: 4204.693359
	Iteration 51Q: 3 clusters Score -550952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -550952.437500 Penalty: 4204.693359
	Iteration 52Q: 3 clusters Score -550952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -550952.625000 Penalty: 4204.693359
	Iteration 53Q: 3 clusters Score -550952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -550953.187500 Penalty: 4204.693359
	Iteration 54Q: 3 clusters Score -550953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -550957.250000 Penalty: 4204.693359
	Iteration 55Q: 3 clusters Score -550957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -550956.687500 Penalty: 4204.693359
	Iteration 56Q: 3 clusters Score -550956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -550956.687500 Penalty: 4204.693359
	Iteration 57F: 3 clusters Score -550956.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189876 members 
Entering Unmasked Estep 
Score: -23534328.000000 Penalty: 3014.223389
	Iteration 0F: 2 clusters Score -2.353433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -23412414.000000 Penalty: 6028.446777
	Iteration 0F: 3 clusters Score -2.341241e+07 nChanged 91339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -23466896.000000 Penalty: 6028.446777
	Iteration 1F: 3 clusters Score -2.34669e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 103436 members 
Entering Unmasked Estep 
Score: -23468736.000000 Penalty: 6028.446777
	Iteration 2Q: 3 clusters Score -2.346874e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -23471644.000000 Penalty: 6028.446777
	Iteration 3Q: 3 clusters Score -2.347164e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -23476924.000000 Penalty: 6028.446777
	Iteration 4F: 3 clusters Score -2.347692e+07 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -23486144.000000 Penalty: 6028.446777
	Iteration 5F: 3 clusters Score -2.348614e+07 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 141593 members 
Entering Unmasked Estep 
Score: -23497938.000000 Penalty: 6028.446777
	Iteration 6F: 3 clusters Score -2.349794e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 154620 members 
Entering Unmasked Estep 
Score: -23509192.000000 Penalty: 6028.446777
	Iteration 7F: 3 clusters Score -2.350919e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -23517736.000000 Penalty: 6028.446777
	Iteration 8F: 3 clusters Score -2.351774e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 172830 members 
Entering Unmasked Estep 
Score: -23523476.000000 Penalty: 6028.446777
	Iteration 9Q: 3 clusters Score -2.352348e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 177739 members 
Entering Unmasked Estep 
Score: -23526888.000000 Penalty: 6028.446777
	Iteration 10Q: 3 clusters Score -2.352689e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 180571 members 
Entering Unmasked Estep 
Score: -23529064.000000 Penalty: 6028.446777
	Iteration 11Q: 3 clusters Score -2.352906e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 182111 members 
Entering Unmasked Estep 
Score: -23530304.000000 Penalty: 6028.446777
	Iteration 12Q: 3 clusters Score -2.35303e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -23531106.000000 Penalty: 6028.446777
	Iteration 13Q: 3 clusters Score -2.353111e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 183625 members 
Entering Unmasked Estep 
Score: -23531586.000000 Penalty: 6028.446777
	Iteration 14Q: 3 clusters Score -2.353159e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 184121 members 
Entering Unmasked Estep 
Score: -23531722.000000 Penalty: 6028.446777
	Iteration 15Q: 3 clusters Score -2.353172e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 184515 members 
Entering Unmasked Estep 
Score: -23531832.000000 Penalty: 6028.446777
	Iteration 16Q: 3 clusters Score -2.353183e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 184842 members 
Entering Unmasked Estep 
Score: -23531938.000000 Penalty: 6028.446777
	Iteration 17Q: 3 clusters Score -2.353194e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 185126 members 
Entering Unmasked Estep 
Score: -23531954.000000 Penalty: 6028.446777
	Iteration 18Q: 3 clusters Score -2.353195e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 185361 members 
Entering Unmasked Estep 
Score: -23532000.000000 Penalty: 6028.446777
	Iteration 19Q: 3 clusters Score -2.3532e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 185578 members 
Entering Unmasked Estep 
Score: -23532080.000000 Penalty: 6028.446777
	Iteration 20F: 3 clusters Score -2.353208e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -23532068.000000 Penalty: 6028.446777
	Iteration 21Q: 3 clusters Score -2.353207e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 185918 members 
Entering Unmasked Estep 
Score: -23532136.000000 Penalty: 6028.446777
	Iteration 22Q: 3 clusters Score -2.353214e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 186063 members 
Entering Unmasked Estep 
Score: -23532088.000000 Penalty: 6028.446777
	Iteration 23Q: 3 clusters Score -2.353209e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 186167 members 
Entering Unmasked Estep 
Score: -23532128.000000 Penalty: 6028.446777
	Iteration 24Q: 3 clusters Score -2.353213e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 186264 members 
Entering Unmasked Estep 
Score: -23532124.000000 Penalty: 6028.446777
	Iteration 25Q: 3 clusters Score -2.353212e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 186337 members 
Entering Unmasked Estep 
Score: -23532156.000000 Penalty: 6028.446777
	Iteration 26Q: 3 clusters Score -2.353216e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 186395 members 
Entering Unmasked Estep 
Score: -23532194.000000 Penalty: 6028.446777
	Iteration 27Q: 3 clusters Score -2.353219e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 186457 members 
Entering Unmasked Estep 
Score: -23532140.000000 Penalty: 6028.446777
	Iteration 28Q: 3 clusters Score -2.353214e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 186510 members 
Entering Unmasked Estep 
Score: -23532178.000000 Penalty: 6028.446777
	Iteration 29Q: 3 clusters Score -2.353218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 186560 members 
Entering Unmasked Estep 
Score: -23532174.000000 Penalty: 6028.446777
	Iteration 30Q: 3 clusters Score -2.353217e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 186616 members 
Entering Unmasked Estep 
Score: -23532206.000000 Penalty: 6028.446777
	Iteration 31Q: 3 clusters Score -2.353221e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -23532226.000000 Penalty: 6028.446777
	Iteration 32Q: 3 clusters Score -2.353223e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -23532206.000000 Penalty: 6028.446777
	Iteration 33Q: 3 clusters Score -2.353221e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 186768 members 
Entering Unmasked Estep 
Score: -23532232.000000 Penalty: 6028.446777
	Iteration 34Q: 3 clusters Score -2.353223e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 186820 members 
Entering Unmasked Estep 
Score: -23532212.000000 Penalty: 6028.446777
	Iteration 35Q: 3 clusters Score -2.353221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 186858 members 
Entering Unmasked Estep 
Score: -23532236.000000 Penalty: 6028.446777
	Iteration 36Q: 3 clusters Score -2.353224e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 186909 members 
Entering Unmasked Estep 
Score: -23532244.000000 Penalty: 6028.446777
	Iteration 37Q: 3 clusters Score -2.353224e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 186951 members 
Entering Unmasked Estep 
Score: -23532230.000000 Penalty: 6028.446777
	Iteration 38Q: 3 clusters Score -2.353223e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 186990 members 
Entering Unmasked Estep 
Score: -23532218.000000 Penalty: 6028.446777
	Iteration 39Q: 3 clusters Score -2.353222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -23532248.000000 Penalty: 6028.446777
	Iteration 40F: 3 clusters Score -2.353225e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 187062 members 
Entering Unmasked Estep 
Score: -23532264.000000 Penalty: 6028.446777
	Iteration 41Q: 3 clusters Score -2.353226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 187092 members 
Entering Unmasked Estep 
Score: -23532262.000000 Penalty: 6028.446777
	Iteration 42Q: 3 clusters Score -2.353226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 187119 members 
Entering Unmasked Estep 
Score: -23532264.000000 Penalty: 6028.446777
	Iteration 43Q: 3 clusters Score -2.353226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 187145 members 
Entering Unmasked Estep 
Score: -23532252.000000 Penalty: 6028.446777
	Iteration 44Q: 3 clusters Score -2.353225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 187167 members 
Entering Unmasked Estep 
Score: -23532224.000000 Penalty: 6028.446777
	Iteration 45Q: 3 clusters Score -2.353222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 187182 members 
Entering Unmasked Estep 
Score: -23532210.000000 Penalty: 6028.446777
	Iteration 46Q: 3 clusters Score -2.353221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 187197 members 
Entering Unmasked Estep 
Score: -23532216.000000 Penalty: 6028.446777
	Iteration 47Q: 3 clusters Score -2.353222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 187214 members 
Entering Unmasked Estep 
Score: -23532208.000000 Penalty: 6028.446777
	Iteration 48Q: 3 clusters Score -2.353221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 187229 members 
Entering Unmasked Estep 
Score: -23532180.000000 Penalty: 6028.446777
	Iteration 49Q: 3 clusters Score -2.353218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 187243 members 
Entering Unmasked Estep 
Score: -23532210.000000 Penalty: 6028.446777
	Iteration 50Q: 3 clusters Score -2.353221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 187256 members 
Entering Unmasked Estep 
Score: -23532218.000000 Penalty: 6028.446777
	Iteration 51Q: 3 clusters Score -2.353222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 187265 members 
Entering Unmasked Estep 
Score: -23532222.000000 Penalty: 6028.446777
	Iteration 52Q: 3 clusters Score -2.353222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 187283 members 
Entering Unmasked Estep 
Score: -23532236.000000 Penalty: 6028.446777
	Iteration 53Q: 3 clusters Score -2.353224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 187302 members 
Entering Unmasked Estep 
Score: -23532234.000000 Penalty: 6028.446777
	Iteration 54Q: 3 clusters Score -2.353223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 187316 members 
Entering Unmasked Estep 
Score: -23532226.000000 Penalty: 6028.446777
	Iteration 55Q: 3 clusters Score -2.353223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 187328 members 
Entering Unmasked Estep 
Score: -23532212.000000 Penalty: 6028.446777
	Iteration 56Q: 3 clusters Score -2.353221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 187342 members 
Entering Unmasked Estep 
Score: -23532226.000000 Penalty: 6028.446777
	Iteration 57Q: 3 clusters Score -2.353223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 187352 members 
Entering Unmasked Estep 
Score: -23532214.000000 Penalty: 6028.446777
	Iteration 58Q: 3 clusters Score -2.353221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 187364 members 
Entering Unmasked Estep 
Score: -23532206.000000 Penalty: 6028.446777
	Iteration 59Q: 3 clusters Score -2.353221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 187380 members 
Entering Unmasked Estep 
Score: -23532214.000000 Penalty: 6028.446777
	Iteration 60F: 3 clusters Score -2.353221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 187397 members 
Entering Unmasked Estep 
Score: -23532218.000000 Penalty: 6028.446777
	Iteration 61Q: 3 clusters Score -2.353222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 187413 members 
Entering Unmasked Estep 
Score: -23532206.000000 Penalty: 6028.446777
	Iteration 62Q: 3 clusters Score -2.353221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 187431 members 
Entering Unmasked Estep 
Score: -23532214.000000 Penalty: 6028.446777
	Iteration 63Q: 3 clusters Score -2.353221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 187444 members 
Entering Unmasked Estep 
Score: -23532198.000000 Penalty: 6028.446777
	Iteration 64Q: 3 clusters Score -2.35322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 187457 members 
Entering Unmasked Estep 
Score: -23532204.000000 Penalty: 6028.446777
	Iteration 65Q: 3 clusters Score -2.35322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 187471 members 
Entering Unmasked Estep 
Score: -23532232.000000 Penalty: 6028.446777
	Iteration 66Q: 3 clusters Score -2.353223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 187482 members 
Entering Unmasked Estep 
Score: -23532234.000000 Penalty: 6028.446777
	Iteration 67Q: 3 clusters Score -2.353223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 187497 members 
Entering Unmasked Estep 
Score: -23532254.000000 Penalty: 6028.446777
	Iteration 68Q: 3 clusters Score -2.353225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 187516 members 
Entering Unmasked Estep 
Score: -23532276.000000 Penalty: 6028.446777
	Iteration 69Q: 3 clusters Score -2.353228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 187530 members 
Entering Unmasked Estep 
Score: -23532268.000000 Penalty: 6028.446777
	Iteration 70Q: 3 clusters Score -2.353227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 187543 members 
Entering Unmasked Estep 
Score: -23532292.000000 Penalty: 6028.446777
	Iteration 71Q: 3 clusters Score -2.353229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 187550 members 
Entering Unmasked Estep 
Score: -23532270.000000 Penalty: 6028.446777
	Iteration 72Q: 3 clusters Score -2.353227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 187558 members 
Entering Unmasked Estep 
Score: -23532252.000000 Penalty: 6028.446777
	Iteration 73Q: 3 clusters Score -2.353225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 187565 members 
Entering Unmasked Estep 
Score: -23532248.000000 Penalty: 6028.446777
	Iteration 74Q: 3 clusters Score -2.353225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 187570 members 
Entering Unmasked Estep 
Score: -23532250.000000 Penalty: 6028.446777
	Iteration 75Q: 3 clusters Score -2.353225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 187580 members 
Entering Unmasked Estep 
Score: -23532258.000000 Penalty: 6028.446777
	Iteration 76Q: 3 clusters Score -2.353226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 187588 members 
Entering Unmasked Estep 
Score: -23532228.000000 Penalty: 6028.446777
	Iteration 77Q: 3 clusters Score -2.353223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 187595 members 
Entering Unmasked Estep 
Score: -23532260.000000 Penalty: 6028.446777
	Iteration 78Q: 3 clusters Score -2.353226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 187603 members 
Entering Unmasked Estep 
Score: -23532242.000000 Penalty: 6028.446777
	Iteration 79Q: 3 clusters Score -2.353224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 187606 members 
Entering Unmasked Estep 
Score: -23532252.000000 Penalty: 6028.446777
	Iteration 80F: 3 clusters Score -2.353225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 187612 members 
Entering Unmasked Estep 
Score: -23532258.000000 Penalty: 6028.446777
	Iteration 81Q: 3 clusters Score -2.353226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 187619 members 
Entering Unmasked Estep 
Score: -23532258.000000 Penalty: 6028.446777
	Iteration 82Q: 3 clusters Score -2.353226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 187626 members 
Entering Unmasked Estep 
Score: -23532252.000000 Penalty: 6028.446777
	Iteration 83Q: 3 clusters Score -2.353225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 187629 members 
Entering Unmasked Estep 
Score: -23532272.000000 Penalty: 6028.446777
	Iteration 84Q: 3 clusters Score -2.353227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -23532256.000000 Penalty: 6028.446777
	Iteration 85Q: 3 clusters Score -2.353226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 187633 members 
Entering Unmasked Estep 
Score: -23532256.000000 Penalty: 6028.446777
	Iteration 86Q: 3 clusters Score -2.353226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 187634 members 
Entering Unmasked Estep 
Score: -23532260.000000 Penalty: 6028.446777
	Iteration 87Q: 3 clusters Score -2.353226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 187635 members 
Entering Unmasked Estep 
Score: -23532256.000000 Penalty: 6028.446777
	Iteration 88Q: 3 clusters Score -2.353226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -23532264.000000 Penalty: 6028.446777
	Iteration 89Q: 3 clusters Score -2.353226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -23532260.000000 Penalty: 6028.446777
	Iteration 90Q: 3 clusters Score -2.353226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -23532270.000000 Penalty: 6028.446777
	Iteration 91Q: 3 clusters Score -2.353227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 187640 members 
Entering Unmasked Estep 
Score: -23532280.000000 Penalty: 6028.446777
	Iteration 92Q: 3 clusters Score -2.353228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 187645 members 
Entering Unmasked Estep 
Score: -23532274.000000 Penalty: 6028.446777
	Iteration 93Q: 3 clusters Score -2.353227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 187648 members 
Entering Unmasked Estep 
Score: -23532274.000000 Penalty: 6028.446777
	Iteration 94Q: 3 clusters Score -2.353227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 187650 members 
Entering Unmasked Estep 
Score: -23532270.000000 Penalty: 6028.446777
	Iteration 95Q: 3 clusters Score -2.353227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 187650 members 
Entering Unmasked Estep 
Score: -23532270.000000 Penalty: 6028.446777
	Iteration 96F: 3 clusters Score -2.353227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Entering Unmasked Estep 
Score: -1705891.250000 Penalty: 2364.023193
	Iteration 0F: 2 clusters Score -1705891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1695808.750000 Penalty: 4728.046387
	Iteration 0F: 3 clusters Score -1695809 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1698866.000000 Penalty: 4728.046387
	Iteration 1F: 3 clusters Score -1698866 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1699152.375000 Penalty: 4728.046387
	Iteration 2F: 3 clusters Score -1699152 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1699367.250000 Penalty: 4728.046387
	Iteration 3Q: 3 clusters Score -1699367 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1699548.500000 Penalty: 4728.046387
	Iteration 4Q: 3 clusters Score -1699548 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1699747.125000 Penalty: 4728.046387
	Iteration 5Q: 3 clusters Score -1699747 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1699925.500000 Penalty: 4728.046387
	Iteration 6Q: 3 clusters Score -1699926 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1700105.750000 Penalty: 4728.046387
	Iteration 7Q: 3 clusters Score -1700106 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1700321.625000 Penalty: 4728.046387
	Iteration 8Q: 3 clusters Score -1700322 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1700587.000000 Penalty: 4728.046387
	Iteration 9Q: 3 clusters Score -1700587 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1700929.375000 Penalty: 4728.046387
	Iteration 10Q: 3 clusters Score -1700929 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1701315.250000 Penalty: 4728.046387
	Iteration 11Q: 3 clusters Score -1701315 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1701737.625000 Penalty: 4728.046387
	Iteration 12Q: 3 clusters Score -1701738 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1702202.250000 Penalty: 4728.046387
	Iteration 13Q: 3 clusters Score -1702202 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1702581.750000 Penalty: 4728.046387
	Iteration 14Q: 3 clusters Score -1702582 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1702877.500000 Penalty: 4728.046387
	Iteration 15Q: 3 clusters Score -1702878 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1703134.500000 Penalty: 4728.046387
	Iteration 16Q: 3 clusters Score -1703134 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1703337.625000 Penalty: 4728.046387
	Iteration 17Q: 3 clusters Score -1703338 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1703474.750000 Penalty: 4728.046387
	Iteration 18Q: 3 clusters Score -1703475 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1703577.250000 Penalty: 4728.046387
	Iteration 19Q: 3 clusters Score -1703577 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1703647.625000 Penalty: 4728.046387
	Iteration 20F: 3 clusters Score -1703648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1703695.750000 Penalty: 4728.046387
	Iteration 21Q: 3 clusters Score -1703696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1703746.125000 Penalty: 4728.046387
	Iteration 22Q: 3 clusters Score -1703746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1703787.250000 Penalty: 4728.046387
	Iteration 23Q: 3 clusters Score -1703787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1703820.250000 Penalty: 4728.046387
	Iteration 24Q: 3 clusters Score -1703820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1703839.000000 Penalty: 4728.046387
	Iteration 25Q: 3 clusters Score -1703839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1703848.750000 Penalty: 4728.046387
	Iteration 26Q: 3 clusters Score -1703849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1703861.750000 Penalty: 4728.046387
	Iteration 27Q: 3 clusters Score -1703862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1703864.750000 Penalty: 4728.046387
	Iteration 28Q: 3 clusters Score -1703865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1703867.375000 Penalty: 4728.046387
	Iteration 29Q: 3 clusters Score -1703867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1703868.000000 Penalty: 4728.046387
	Iteration 30Q: 3 clusters Score -1703868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1703869.625000 Penalty: 4728.046387
	Iteration 31Q: 3 clusters Score -1703870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1703869.125000 Penalty: 4728.046387
	Iteration 32Q: 3 clusters Score -1703869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1703873.000000 Penalty: 4728.046387
	Iteration 33Q: 3 clusters Score -1703873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1703874.500000 Penalty: 4728.046387
	Iteration 34Q: 3 clusters Score -1703874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1703876.375000 Penalty: 4728.046387
	Iteration 35Q: 3 clusters Score -1703876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1703875.625000 Penalty: 4728.046387
	Iteration 36Q: 3 clusters Score -1703876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1703878.500000 Penalty: 4728.046387
	Iteration 37Q: 3 clusters Score -1703878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1703878.500000 Penalty: 4728.046387
	Iteration 38F: 3 clusters Score -1703878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -218008.750000 Penalty: 1887.982178
	Iteration 0F: 2 clusters Score -218008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215441.718750 Penalty: 3775.964355
	Iteration 0F: 3 clusters Score -215441.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -216363.906250 Penalty: 3775.964355
	Iteration 1F: 3 clusters Score -216363.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217282.515625 Penalty: 3775.964355
	Iteration 2F: 3 clusters Score -217282.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -218147.437500 Penalty: 3775.964355
	Iteration 3F: 3 clusters Score -218147.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -218813.250000 Penalty: 3775.964355
	Iteration 4F: 3 clusters Score -218813.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -219109.968750 Penalty: 3775.964355
	Iteration 5Q: 3 clusters Score -219110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -219513.906250 Penalty: 3775.964355
	Iteration 6Q: 3 clusters Score -219513.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219727.171875 Penalty: 3775.964355
	Iteration 7Q: 3 clusters Score -219727.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -219782.578125 Penalty: 3775.964355
	Iteration 8Q: 3 clusters Score -219782.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -219809.625000 Penalty: 3775.964355
	Iteration 9Q: 3 clusters Score -219809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219830.437500 Penalty: 3775.964355
	Iteration 10Q: 3 clusters Score -219830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -219832.968750 Penalty: 3775.964355
	Iteration 11Q: 3 clusters Score -219833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -219835.953125 Penalty: 3775.964355
	Iteration 12Q: 3 clusters Score -219836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -219835.953125 Penalty: 3775.964355
	Iteration 13F: 3 clusters Score -219836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 231950 members 
Mstep: Class 5 contains 13490 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 163070 members 
Mstep: Class 9 contains 16674 members 
Mstep: Class 10 contains 29465 members 
Mstep: Class 11 contains 19238 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 121483 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55347 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 189876 members 
Mstep: Class 20 contains 13799 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44870 members 
Mstep: Class 23 contains 7025 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 10100 members 
Mstep: Class 27 contains 14954 members 
Mstep: Class 28 contains 761 members 
Entering Unmasked Estep 
Score: -124186440.000000 Penalty: 96178.070312
Splitting cluster 21 changes total score from -124185528.000000 to -124186440.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (44870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Entering Unmasked Estep 
Score: -5297331.000000 Penalty: 2656.458252
	Iteration 0F: 2 clusters Score -5297331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5267048.500000 Penalty: 5312.916504
	Iteration 0F: 3 clusters Score -5267048 nChanged 20620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -5278691.500000 Penalty: 5312.916504
	Iteration 1F: 3 clusters Score -5278692 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5280061.500000 Penalty: 5312.916504
	Iteration 2F: 3 clusters Score -5280062 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -5282173.500000 Penalty: 5312.916504
	Iteration 3F: 3 clusters Score -5282174 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -5285234.000000 Penalty: 5312.916504
	Iteration 4F: 3 clusters Score -5285234 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -5288801.000000 Penalty: 5312.916504
	Iteration 5F: 3 clusters Score -5288801 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5292058.500000 Penalty: 5312.916504
	Iteration 6F: 3 clusters Score -5292058 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -5294361.500000 Penalty: 5312.916504
	Iteration 7Q: 3 clusters Score -5294362 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5295484.500000 Penalty: 5312.916504
	Iteration 8Q: 3 clusters Score -5295484 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -5296030.500000 Penalty: 5312.916504
	Iteration 9Q: 3 clusters Score -5296030 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5296195.000000 Penalty: 5312.916504
	Iteration 10Q: 3 clusters Score -5296195 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5296245.000000 Penalty: 5312.916504
	Iteration 11Q: 3 clusters Score -5296245 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5296283.500000 Penalty: 5312.916504
	Iteration 12Q: 3 clusters Score -5296284 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5296294.500000 Penalty: 5312.916504
	Iteration 13Q: 3 clusters Score -5296294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5296296.500000 Penalty: 5312.916504
	Iteration 14Q: 3 clusters Score -5296296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5296315.500000 Penalty: 5312.916504
	Iteration 15Q: 3 clusters Score -5296316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5296320.000000 Penalty: 5312.916504
	Iteration 16Q: 3 clusters Score -5296320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -5296326.000000 Penalty: 5312.916504
	Iteration 17Q: 3 clusters Score -5296326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5296317.500000 Penalty: 5312.916504
	Iteration 18Q: 3 clusters Score -5296318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5296319.500000 Penalty: 5312.916504
	Iteration 19Q: 3 clusters Score -5296320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -5296323.500000 Penalty: 5312.916504
	Iteration 20F: 3 clusters Score -5296324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5296320.500000 Penalty: 5312.916504
	Iteration 21Q: 3 clusters Score -5296320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5296337.000000 Penalty: 5312.916504
	Iteration 22Q: 3 clusters Score -5296337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5296349.500000 Penalty: 5312.916504
	Iteration 23Q: 3 clusters Score -5296350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5296346.000000 Penalty: 5312.916504
	Iteration 24Q: 3 clusters Score -5296346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5296337.000000 Penalty: 5312.916504
	Iteration 25Q: 3 clusters Score -5296337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5296340.000000 Penalty: 5312.916504
	Iteration 26Q: 3 clusters Score -5296340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5296339.500000 Penalty: 5312.916504
	Iteration 27Q: 3 clusters Score -5296340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -5296336.500000 Penalty: 5312.916504
	Iteration 28Q: 3 clusters Score -5296336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -5296340.500000 Penalty: 5312.916504
	Iteration 29Q: 3 clusters Score -5296340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -5296332.000000 Penalty: 5312.916504
	Iteration 30Q: 3 clusters Score -5296332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -5296342.500000 Penalty: 5312.916504
	Iteration 31Q: 3 clusters Score -5296342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5296338.000000 Penalty: 5312.916504
	Iteration 32Q: 3 clusters Score -5296338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5296340.000000 Penalty: 5312.916504
	Iteration 33Q: 3 clusters Score -5296340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5296341.500000 Penalty: 5312.916504
	Iteration 34Q: 3 clusters Score -5296342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -5296335.500000 Penalty: 5312.916504
	Iteration 35Q: 3 clusters Score -5296336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5296331.500000 Penalty: 5312.916504
	Iteration 36Q: 3 clusters Score -5296332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5296341.500000 Penalty: 5312.916504
	Iteration 37Q: 3 clusters Score -5296342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5296341.500000 Penalty: 5312.916504
	Iteration 38Q: 3 clusters Score -5296342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5296336.000000 Penalty: 5312.916504
	Iteration 39Q: 3 clusters Score -5296336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -5296344.500000 Penalty: 5312.916504
	Iteration 40F: 3 clusters Score -5296344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5296347.500000 Penalty: 5312.916504
	Iteration 41Q: 3 clusters Score -5296348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5296355.500000 Penalty: 5312.916504
	Iteration 42Q: 3 clusters Score -5296356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5296355.000000 Penalty: 5312.916504
	Iteration 43Q: 3 clusters Score -5296355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5296355.000000 Penalty: 5312.916504
	Iteration 44Q: 3 clusters Score -5296355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5296356.000000 Penalty: 5312.916504
	Iteration 45Q: 3 clusters Score -5296356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5296359.000000 Penalty: 5312.916504
	Iteration 46Q: 3 clusters Score -5296359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -5296364.000000 Penalty: 5312.916504
	Iteration 47Q: 3 clusters Score -5296364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -5296363.000000 Penalty: 5312.916504
	Iteration 48Q: 3 clusters Score -5296363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5296368.000000 Penalty: 5312.916504
	Iteration 49Q: 3 clusters Score -5296368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -5296370.500000 Penalty: 5312.916504
	Iteration 50Q: 3 clusters Score -5296370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -5296371.500000 Penalty: 5312.916504
	Iteration 51Q: 3 clusters Score -5296372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5296380.500000 Penalty: 5312.916504
	Iteration 52Q: 3 clusters Score -5296380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5296376.500000 Penalty: 5312.916504
	Iteration 53Q: 3 clusters Score -5296376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -5296376.000000 Penalty: 5312.916504
	Iteration 54Q: 3 clusters Score -5296376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -5296376.000000 Penalty: 5312.916504
	Iteration 55F: 3 clusters Score -5296376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -854694.000000 Penalty: 2196.593018
	Iteration 0F: 2 clusters Score -854694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -848899.500000 Penalty: 4393.186035
	Iteration 0F: 3 clusters Score -848899.5 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -850474.000000 Penalty: 4393.186035
	Iteration 1F: 3 clusters Score -850474 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -850708.312500 Penalty: 4393.186035
	Iteration 2F: 3 clusters Score -850708.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -850847.375000 Penalty: 4393.186035
	Iteration 3Q: 3 clusters Score -850847.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -850957.875000 Penalty: 4393.186035
	Iteration 4Q: 3 clusters Score -850957.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -851063.250000 Penalty: 4393.186035
	Iteration 5Q: 3 clusters Score -851063.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -851156.812500 Penalty: 4393.186035
	Iteration 6Q: 3 clusters Score -851156.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -851237.062500 Penalty: 4393.186035
	Iteration 7Q: 3 clusters Score -851237.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -851310.625000 Penalty: 4393.186035
	Iteration 8Q: 3 clusters Score -851310.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -851389.437500 Penalty: 4393.186035
	Iteration 9Q: 3 clusters Score -851389.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -851459.187500 Penalty: 4393.186035
	Iteration 10Q: 3 clusters Score -851459.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -851521.437500 Penalty: 4393.186035
	Iteration 11Q: 3 clusters Score -851521.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -851585.062500 Penalty: 4393.186035
	Iteration 12Q: 3 clusters Score -851585.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -851666.000000 Penalty: 4393.186035
	Iteration 13Q: 3 clusters Score -851666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -851763.187500 Penalty: 4393.186035
	Iteration 14Q: 3 clusters Score -851763.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -851865.750000 Penalty: 4393.186035
	Iteration 15Q: 3 clusters Score -851865.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -851975.250000 Penalty: 4393.186035
	Iteration 16Q: 3 clusters Score -851975.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -852089.062500 Penalty: 4393.186035
	Iteration 17Q: 3 clusters Score -852089.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -852190.687500 Penalty: 4393.186035
	Iteration 18Q: 3 clusters Score -852190.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -852273.062500 Penalty: 4393.186035
	Iteration 19Q: 3 clusters Score -852273.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -852336.812500 Penalty: 4393.186035
	Iteration 20F: 3 clusters Score -852336.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -852392.187500 Penalty: 4393.186035
	Iteration 21Q: 3 clusters Score -852392.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -852440.187500 Penalty: 4393.186035
	Iteration 22Q: 3 clusters Score -852440.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -852486.625000 Penalty: 4393.186035
	Iteration 23Q: 3 clusters Score -852486.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -852520.875000 Penalty: 4393.186035
	Iteration 24Q: 3 clusters Score -852520.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -852546.625000 Penalty: 4393.186035
	Iteration 25Q: 3 clusters Score -852546.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -852558.437500 Penalty: 4393.186035
	Iteration 26Q: 3 clusters Score -852558.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -852570.250000 Penalty: 4393.186035
	Iteration 27Q: 3 clusters Score -852570.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -852578.937500 Penalty: 4393.186035
	Iteration 28Q: 3 clusters Score -852578.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -852591.750000 Penalty: 4393.186035
	Iteration 29Q: 3 clusters Score -852591.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -852602.125000 Penalty: 4393.186035
	Iteration 30Q: 3 clusters Score -852602.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -852611.062500 Penalty: 4393.186035
	Iteration 31Q: 3 clusters Score -852611.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -852617.187500 Penalty: 4393.186035
	Iteration 32Q: 3 clusters Score -852617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -852627.562500 Penalty: 4393.186035
	Iteration 33Q: 3 clusters Score -852627.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -852636.750000 Penalty: 4393.186035
	Iteration 34Q: 3 clusters Score -852636.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -852644.062500 Penalty: 4393.186035
	Iteration 35Q: 3 clusters Score -852644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -852651.250000 Penalty: 4393.186035
	Iteration 36Q: 3 clusters Score -852651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -852658.687500 Penalty: 4393.186035
	Iteration 37Q: 3 clusters Score -852658.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -852663.687500 Penalty: 4393.186035
	Iteration 38Q: 3 clusters Score -852663.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -852668.187500 Penalty: 4393.186035
	Iteration 39Q: 3 clusters Score -852668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -852671.250000 Penalty: 4393.186035
	Iteration 40F: 3 clusters Score -852671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -852676.562500 Penalty: 4393.186035
	Iteration 41Q: 3 clusters Score -852676.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -852684.312500 Penalty: 4393.186035
	Iteration 42Q: 3 clusters Score -852684.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -852695.625000 Penalty: 4393.186035
	Iteration 43Q: 3 clusters Score -852695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -852702.937500 Penalty: 4393.186035
	Iteration 44Q: 3 clusters Score -852702.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -852708.562500 Penalty: 4393.186035
	Iteration 45Q: 3 clusters Score -852708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -852713.312500 Penalty: 4393.186035
	Iteration 46Q: 3 clusters Score -852713.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -852720.125000 Penalty: 4393.186035
	Iteration 47Q: 3 clusters Score -852720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -852722.187500 Penalty: 4393.186035
	Iteration 48Q: 3 clusters Score -852722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -852726.562500 Penalty: 4393.186035
	Iteration 49Q: 3 clusters Score -852726.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -852728.187500 Penalty: 4393.186035
	Iteration 50Q: 3 clusters Score -852728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -852733.437500 Penalty: 4393.186035
	Iteration 51Q: 3 clusters Score -852733.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -852739.375000 Penalty: 4393.186035
	Iteration 52Q: 3 clusters Score -852739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -852741.812500 Penalty: 4393.186035
	Iteration 53Q: 3 clusters Score -852741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -852744.750000 Penalty: 4393.186035
	Iteration 54Q: 3 clusters Score -852744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -852746.812500 Penalty: 4393.186035
	Iteration 55Q: 3 clusters Score -852746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -852750.250000 Penalty: 4393.186035
	Iteration 56Q: 3 clusters Score -852750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -852753.000000 Penalty: 4393.186035
	Iteration 57Q: 3 clusters Score -852753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -852758.937500 Penalty: 4393.186035
	Iteration 58Q: 3 clusters Score -852758.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -852760.687500 Penalty: 4393.186035
	Iteration 59Q: 3 clusters Score -852760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -852763.062500 Penalty: 4393.186035
	Iteration 60F: 3 clusters Score -852763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -852764.750000 Penalty: 4393.186035
	Iteration 61Q: 3 clusters Score -852764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -852766.750000 Penalty: 4393.186035
	Iteration 62Q: 3 clusters Score -852766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -852769.562500 Penalty: 4393.186035
	Iteration 63Q: 3 clusters Score -852769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -852771.812500 Penalty: 4393.186035
	Iteration 64Q: 3 clusters Score -852771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -852774.500000 Penalty: 4393.186035
	Iteration 65Q: 3 clusters Score -852774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -852776.250000 Penalty: 4393.186035
	Iteration 66Q: 3 clusters Score -852776.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -852778.562500 Penalty: 4393.186035
	Iteration 67Q: 3 clusters Score -852778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -852783.500000 Penalty: 4393.186035
	Iteration 68Q: 3 clusters Score -852783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -852785.625000 Penalty: 4393.186035
	Iteration 69Q: 3 clusters Score -852785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -852787.312500 Penalty: 4393.186035
	Iteration 70Q: 3 clusters Score -852787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -852790.562500 Penalty: 4393.186035
	Iteration 71Q: 3 clusters Score -852790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -852797.500000 Penalty: 4393.186035
	Iteration 72Q: 3 clusters Score -852797.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -852802.375000 Penalty: 4393.186035
	Iteration 73Q: 3 clusters Score -852802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -852805.125000 Penalty: 4393.186035
	Iteration 74Q: 3 clusters Score -852805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -852812.750000 Penalty: 4393.186035
	Iteration 75Q: 3 clusters Score -852812.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -852820.062500 Penalty: 4393.186035
	Iteration 76Q: 3 clusters Score -852820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -852822.375000 Penalty: 4393.186035
	Iteration 77Q: 3 clusters Score -852822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -852824.125000 Penalty: 4393.186035
	Iteration 78Q: 3 clusters Score -852824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -852825.562500 Penalty: 4393.186035
	Iteration 79Q: 3 clusters Score -852825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -852827.750000 Penalty: 4393.186035
	Iteration 80F: 3 clusters Score -852827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -852830.937500 Penalty: 4393.186035
	Iteration 81Q: 3 clusters Score -852830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -852830.812500 Penalty: 4393.186035
	Iteration 82Q: 3 clusters Score -852830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -852831.812500 Penalty: 4393.186035
	Iteration 83Q: 3 clusters Score -852831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -852833.250000 Penalty: 4393.186035
	Iteration 84Q: 3 clusters Score -852833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -852832.562500 Penalty: 4393.186035
	Iteration 85Q: 3 clusters Score -852832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -852832.562500 Penalty: 4393.186035
	Iteration 86F: 3 clusters Score -852832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Entering Unmasked Estep 
Score: -2679136.500000 Penalty: 2480.287354
	Iteration 0F: 2 clusters Score -2679136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2663751.250000 Penalty: 4960.574707
	Iteration 0F: 3 clusters Score -2663751 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2669144.750000 Penalty: 4960.574707
	Iteration 1F: 3 clusters Score -2669145 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2670122.500000 Penalty: 4960.574707
	Iteration 2F: 3 clusters Score -2670122 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2671717.500000 Penalty: 4960.574707
	Iteration 3F: 3 clusters Score -2671718 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2674062.250000 Penalty: 4960.574707
	Iteration 4F: 3 clusters Score -2674062 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2676508.000000 Penalty: 4960.574707
	Iteration 5F: 3 clusters Score -2676508 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2678127.500000 Penalty: 4960.574707
	Iteration 6F: 3 clusters Score -2678128 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2678949.250000 Penalty: 4960.574707
	Iteration 7F: 3 clusters Score -2678949 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2679327.750000 Penalty: 4960.574707
	Iteration 8Q: 3 clusters Score -2679328 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2679499.250000 Penalty: 4960.574707
	Iteration 9Q: 3 clusters Score -2679499 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2679573.250000 Penalty: 4960.574707
	Iteration 10Q: 3 clusters Score -2679573 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2679625.250000 Penalty: 4960.574707
	Iteration 11Q: 3 clusters Score -2679625 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2679668.250000 Penalty: 4960.574707
	Iteration 12Q: 3 clusters Score -2679668 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2679703.000000 Penalty: 4960.574707
	Iteration 13Q: 3 clusters Score -2679703 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2679727.250000 Penalty: 4960.574707
	Iteration 14Q: 3 clusters Score -2679727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2679740.750000 Penalty: 4960.574707
	Iteration 15Q: 3 clusters Score -2679741 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2679758.000000 Penalty: 4960.574707
	Iteration 16Q: 3 clusters Score -2679758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2679769.750000 Penalty: 4960.574707
	Iteration 17Q: 3 clusters Score -2679770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2679781.250000 Penalty: 4960.574707
	Iteration 18Q: 3 clusters Score -2679781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2679794.000000 Penalty: 4960.574707
	Iteration 19Q: 3 clusters Score -2679794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2679801.750000 Penalty: 4960.574707
	Iteration 20F: 3 clusters Score -2679802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2679813.750000 Penalty: 4960.574707
	Iteration 21Q: 3 clusters Score -2679814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2679820.250000 Penalty: 4960.574707
	Iteration 22Q: 3 clusters Score -2679820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2679824.500000 Penalty: 4960.574707
	Iteration 23Q: 3 clusters Score -2679824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2679830.250000 Penalty: 4960.574707
	Iteration 24Q: 3 clusters Score -2679830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2679851.000000 Penalty: 4960.574707
	Iteration 25Q: 3 clusters Score -2679851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2679851.250000 Penalty: 4960.574707
	Iteration 26Q: 3 clusters Score -2679851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2679855.000000 Penalty: 4960.574707
	Iteration 27Q: 3 clusters Score -2679855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2679856.250000 Penalty: 4960.574707
	Iteration 28Q: 3 clusters Score -2679856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2679857.500000 Penalty: 4960.574707
	Iteration 29Q: 3 clusters Score -2679858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2679866.250000 Penalty: 4960.574707
	Iteration 30Q: 3 clusters Score -2679866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2679867.000000 Penalty: 4960.574707
	Iteration 31Q: 3 clusters Score -2679867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2679871.000000 Penalty: 4960.574707
	Iteration 32Q: 3 clusters Score -2679871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2679872.250000 Penalty: 4960.574707
	Iteration 33Q: 3 clusters Score -2679872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2679881.250000 Penalty: 4960.574707
	Iteration 34Q: 3 clusters Score -2679881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2679895.500000 Penalty: 4960.574707
	Iteration 35Q: 3 clusters Score -2679896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2679898.750000 Penalty: 4960.574707
	Iteration 36Q: 3 clusters Score -2679899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2679900.750000 Penalty: 4960.574707
	Iteration 37Q: 3 clusters Score -2679901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2679905.250000 Penalty: 4960.574707
	Iteration 38Q: 3 clusters Score -2679905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2679906.000000 Penalty: 4960.574707
	Iteration 39Q: 3 clusters Score -2679906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2679915.250000 Penalty: 4960.574707
	Iteration 40F: 3 clusters Score -2679915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2679913.750000 Penalty: 4960.574707
	Iteration 41Q: 3 clusters Score -2679914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2679915.250000 Penalty: 4960.574707
	Iteration 42Q: 3 clusters Score -2679915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2679915.000000 Penalty: 4960.574707
	Iteration 43Q: 3 clusters Score -2679915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2679913.000000 Penalty: 4960.574707
	Iteration 44Q: 3 clusters Score -2679913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2679914.250000 Penalty: 4960.574707
	Iteration 45Q: 3 clusters Score -2679914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2679916.500000 Penalty: 4960.574707
	Iteration 46Q: 3 clusters Score -2679916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2679916.750000 Penalty: 4960.574707
	Iteration 47Q: 3 clusters Score -2679917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2679914.750000 Penalty: 4960.574707
	Iteration 48Q: 3 clusters Score -2679915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2679914.000000 Penalty: 4960.574707
	Iteration 49Q: 3 clusters Score -2679914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2679914.000000 Penalty: 4960.574707
	Iteration 50F: 3 clusters Score -2679914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 231950 members 
Mstep: Class 5 contains 13490 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 163070 members 
Mstep: Class 9 contains 16674 members 
Mstep: Class 10 contains 29465 members 
Mstep: Class 11 contains 19238 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 121483 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55347 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 189876 members 
Mstep: Class 20 contains 13799 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44870 members 
Mstep: Class 23 contains 7025 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 10100 members 
Mstep: Class 27 contains 14954 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19479 members 
Entering Unmasked Estep 
Score: -124186472.000000 Penalty: 99613.000000
Splitting cluster 24 changes total score from -124185528.000000 to -124186472.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 25 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -610573.500000 Penalty: 2114.092285
	Iteration 0F: 2 clusters Score -610573.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -606007.937500 Penalty: 4228.184570
	Iteration 0F: 3 clusters Score -606007.9 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -607145.937500 Penalty: 4228.184570
	Iteration 1F: 3 clusters Score -607145.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -607384.687500 Penalty: 4228.184570
	Iteration 2F: 3 clusters Score -607384.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -607526.187500 Penalty: 4228.184570
	Iteration 3F: 3 clusters Score -607526.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -607638.812500 Penalty: 4228.184570
	Iteration 4Q: 3 clusters Score -607638.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -607746.687500 Penalty: 4228.184570
	Iteration 5Q: 3 clusters Score -607746.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -607838.625000 Penalty: 4228.184570
	Iteration 6Q: 3 clusters Score -607838.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -607936.812500 Penalty: 4228.184570
	Iteration 7Q: 3 clusters Score -607936.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -608041.625000 Penalty: 4228.184570
	Iteration 8Q: 3 clusters Score -608041.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -608129.250000 Penalty: 4228.184570
	Iteration 9Q: 3 clusters Score -608129.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -608205.437500 Penalty: 4228.184570
	Iteration 10Q: 3 clusters Score -608205.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -608260.375000 Penalty: 4228.184570
	Iteration 11Q: 3 clusters Score -608260.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -608306.500000 Penalty: 4228.184570
	Iteration 12Q: 3 clusters Score -608306.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -608350.875000 Penalty: 4228.184570
	Iteration 13Q: 3 clusters Score -608350.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -608390.625000 Penalty: 4228.184570
	Iteration 14Q: 3 clusters Score -608390.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -608422.937500 Penalty: 4228.184570
	Iteration 15Q: 3 clusters Score -608422.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -608454.000000 Penalty: 4228.184570
	Iteration 16Q: 3 clusters Score -608454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -608481.562500 Penalty: 4228.184570
	Iteration 17Q: 3 clusters Score -608481.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -608500.375000 Penalty: 4228.184570
	Iteration 18Q: 3 clusters Score -608500.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -608519.437500 Penalty: 4228.184570
	Iteration 19Q: 3 clusters Score -608519.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -608538.125000 Penalty: 4228.184570
	Iteration 20F: 3 clusters Score -608538.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -608559.187500 Penalty: 4228.184570
	Iteration 21Q: 3 clusters Score -608559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -608570.812500 Penalty: 4228.184570
	Iteration 22Q: 3 clusters Score -608570.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -608580.000000 Penalty: 4228.184570
	Iteration 23Q: 3 clusters Score -608580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -608587.875000 Penalty: 4228.184570
	Iteration 24Q: 3 clusters Score -608587.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -608595.937500 Penalty: 4228.184570
	Iteration 25Q: 3 clusters Score -608595.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -608604.687500 Penalty: 4228.184570
	Iteration 26Q: 3 clusters Score -608604.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -608613.437500 Penalty: 4228.184570
	Iteration 27Q: 3 clusters Score -608613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -608617.562500 Penalty: 4228.184570
	Iteration 28Q: 3 clusters Score -608617.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -608624.750000 Penalty: 4228.184570
	Iteration 29Q: 3 clusters Score -608624.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -608629.812500 Penalty: 4228.184570
	Iteration 30Q: 3 clusters Score -608629.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -608634.937500 Penalty: 4228.184570
	Iteration 31Q: 3 clusters Score -608634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -608639.875000 Penalty: 4228.184570
	Iteration 32Q: 3 clusters Score -608639.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -608649.625000 Penalty: 4228.184570
	Iteration 33Q: 3 clusters Score -608649.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -608656.812500 Penalty: 4228.184570
	Iteration 34Q: 3 clusters Score -608656.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -608663.437500 Penalty: 4228.184570
	Iteration 35Q: 3 clusters Score -608663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -608668.875000 Penalty: 4228.184570
	Iteration 36Q: 3 clusters Score -608668.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -608671.687500 Penalty: 4228.184570
	Iteration 37Q: 3 clusters Score -608671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -608674.687500 Penalty: 4228.184570
	Iteration 38Q: 3 clusters Score -608674.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -608680.437500 Penalty: 4228.184570
	Iteration 39Q: 3 clusters Score -608680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -608681.750000 Penalty: 4228.184570
	Iteration 40F: 3 clusters Score -608681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -608682.125000 Penalty: 4228.184570
	Iteration 41Q: 3 clusters Score -608682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -608684.437500 Penalty: 4228.184570
	Iteration 42Q: 3 clusters Score -608684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -608689.000000 Penalty: 4228.184570
	Iteration 43Q: 3 clusters Score -608689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -608692.000000 Penalty: 4228.184570
	Iteration 44Q: 3 clusters Score -608692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -608697.500000 Penalty: 4228.184570
	Iteration 45Q: 3 clusters Score -608697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -608700.562500 Penalty: 4228.184570
	Iteration 46Q: 3 clusters Score -608700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -608702.250000 Penalty: 4228.184570
	Iteration 47Q: 3 clusters Score -608702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -608703.750000 Penalty: 4228.184570
	Iteration 48Q: 3 clusters Score -608703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -608705.187500 Penalty: 4228.184570
	Iteration 49Q: 3 clusters Score -608705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -608709.125000 Penalty: 4228.184570
	Iteration 50Q: 3 clusters Score -608709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -608709.562500 Penalty: 4228.184570
	Iteration 51Q: 3 clusters Score -608709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -608710.312500 Penalty: 4228.184570
	Iteration 52Q: 3 clusters Score -608710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -608711.500000 Penalty: 4228.184570
	Iteration 53Q: 3 clusters Score -608711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -608711.875000 Penalty: 4228.184570
	Iteration 54Q: 3 clusters Score -608711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -608711.750000 Penalty: 4228.184570
	Iteration 55Q: 3 clusters Score -608711.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -608711.750000 Penalty: 4228.184570
	Iteration 56F: 3 clusters Score -608711.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Entering Unmasked Estep 
Score: -1234673.000000 Penalty: 2286.632324
	Iteration 0F: 2 clusters Score -1234673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1226915.625000 Penalty: 4573.264648
	Iteration 0F: 3 clusters Score -1226916 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1229228.250000 Penalty: 4573.264648
	Iteration 1F: 3 clusters Score -1229228 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1229738.250000 Penalty: 4573.264648
	Iteration 2F: 3 clusters Score -1229738 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1230280.375000 Penalty: 4573.264648
	Iteration 3F: 3 clusters Score -1230280 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1230789.250000 Penalty: 4573.264648
	Iteration 4F: 3 clusters Score -1230789 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1231184.000000 Penalty: 4573.264648
	Iteration 5F: 3 clusters Score -1231184 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1231496.625000 Penalty: 4573.264648
	Iteration 6F: 3 clusters Score -1231497 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1231748.125000 Penalty: 4573.264648
	Iteration 7Q: 3 clusters Score -1231748 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1231920.250000 Penalty: 4573.264648
	Iteration 8Q: 3 clusters Score -1231920 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1232037.750000 Penalty: 4573.264648
	Iteration 9Q: 3 clusters Score -1232038 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1232123.125000 Penalty: 4573.264648
	Iteration 10Q: 3 clusters Score -1232123 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1232181.125000 Penalty: 4573.264648
	Iteration 11Q: 3 clusters Score -1232181 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1232223.500000 Penalty: 4573.264648
	Iteration 12Q: 3 clusters Score -1232224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1232255.000000 Penalty: 4573.264648
	Iteration 13Q: 3 clusters Score -1232255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1232276.875000 Penalty: 4573.264648
	Iteration 14Q: 3 clusters Score -1232277 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1232295.250000 Penalty: 4573.264648
	Iteration 15Q: 3 clusters Score -1232295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1232319.000000 Penalty: 4573.264648
	Iteration 16Q: 3 clusters Score -1232319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1232335.750000 Penalty: 4573.264648
	Iteration 17Q: 3 clusters Score -1232336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1232345.625000 Penalty: 4573.264648
	Iteration 18Q: 3 clusters Score -1232346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1232358.500000 Penalty: 4573.264648
	Iteration 19Q: 3 clusters Score -1232358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1232374.750000 Penalty: 4573.264648
	Iteration 20F: 3 clusters Score -1232375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1232389.125000 Penalty: 4573.264648
	Iteration 21Q: 3 clusters Score -1232389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1232402.000000 Penalty: 4573.264648
	Iteration 22Q: 3 clusters Score -1232402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1232412.500000 Penalty: 4573.264648
	Iteration 23Q: 3 clusters Score -1232412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1232425.250000 Penalty: 4573.264648
	Iteration 24Q: 3 clusters Score -1232425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1232435.250000 Penalty: 4573.264648
	Iteration 25Q: 3 clusters Score -1232435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1232442.875000 Penalty: 4573.264648
	Iteration 26Q: 3 clusters Score -1232443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1232450.500000 Penalty: 4573.264648
	Iteration 27Q: 3 clusters Score -1232450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1232461.875000 Penalty: 4573.264648
	Iteration 28Q: 3 clusters Score -1232462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1232466.625000 Penalty: 4573.264648
	Iteration 29Q: 3 clusters Score -1232467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1232477.250000 Penalty: 4573.264648
	Iteration 30Q: 3 clusters Score -1232477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1232488.375000 Penalty: 4573.264648
	Iteration 31Q: 3 clusters Score -1232488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1232495.750000 Penalty: 4573.264648
	Iteration 32Q: 3 clusters Score -1232496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1232509.250000 Penalty: 4573.264648
	Iteration 33Q: 3 clusters Score -1232509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1232515.000000 Penalty: 4573.264648
	Iteration 34Q: 3 clusters Score -1232515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1232521.250000 Penalty: 4573.264648
	Iteration 35Q: 3 clusters Score -1232521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1232529.250000 Penalty: 4573.264648
	Iteration 36Q: 3 clusters Score -1232529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1232539.375000 Penalty: 4573.264648
	Iteration 37Q: 3 clusters Score -1232539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1232548.750000 Penalty: 4573.264648
	Iteration 38Q: 3 clusters Score -1232549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1232553.375000 Penalty: 4573.264648
	Iteration 39Q: 3 clusters Score -1232553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1232564.625000 Penalty: 4573.264648
	Iteration 40F: 3 clusters Score -1232565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1232569.750000 Penalty: 4573.264648
	Iteration 41Q: 3 clusters Score -1232570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1232583.875000 Penalty: 4573.264648
	Iteration 42Q: 3 clusters Score -1232584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1232589.625000 Penalty: 4573.264648
	Iteration 43Q: 3 clusters Score -1232590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1232596.250000 Penalty: 4573.264648
	Iteration 44Q: 3 clusters Score -1232596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1232608.875000 Penalty: 4573.264648
	Iteration 45Q: 3 clusters Score -1232609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1232620.750000 Penalty: 4573.264648
	Iteration 46Q: 3 clusters Score -1232621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1232629.000000 Penalty: 4573.264648
	Iteration 47Q: 3 clusters Score -1232629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1232635.250000 Penalty: 4573.264648
	Iteration 48Q: 3 clusters Score -1232635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1232641.375000 Penalty: 4573.264648
	Iteration 49Q: 3 clusters Score -1232641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1232654.500000 Penalty: 4573.264648
	Iteration 50Q: 3 clusters Score -1232654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1232663.875000 Penalty: 4573.264648
	Iteration 51Q: 3 clusters Score -1232664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1232679.500000 Penalty: 4573.264648
	Iteration 52Q: 3 clusters Score -1232680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1232687.625000 Penalty: 4573.264648
	Iteration 53Q: 3 clusters Score -1232688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1232703.250000 Penalty: 4573.264648
	Iteration 54Q: 3 clusters Score -1232703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1232713.375000 Penalty: 4573.264648
	Iteration 55Q: 3 clusters Score -1232713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1232718.000000 Penalty: 4573.264648
	Iteration 56Q: 3 clusters Score -1232718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1232729.750000 Penalty: 4573.264648
	Iteration 57Q: 3 clusters Score -1232730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1232738.250000 Penalty: 4573.264648
	Iteration 58Q: 3 clusters Score -1232738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1232751.500000 Penalty: 4573.264648
	Iteration 59Q: 3 clusters Score -1232752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1232759.500000 Penalty: 4573.264648
	Iteration 60F: 3 clusters Score -1232760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1232772.500000 Penalty: 4573.264648
	Iteration 61Q: 3 clusters Score -1232772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1232781.125000 Penalty: 4573.264648
	Iteration 62Q: 3 clusters Score -1232781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1232786.625000 Penalty: 4573.264648
	Iteration 63Q: 3 clusters Score -1232787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1232798.250000 Penalty: 4573.264648
	Iteration 64Q: 3 clusters Score -1232798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1232808.500000 Penalty: 4573.264648
	Iteration 65Q: 3 clusters Score -1232808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1232818.750000 Penalty: 4573.264648
	Iteration 66Q: 3 clusters Score -1232819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1232823.500000 Penalty: 4573.264648
	Iteration 67Q: 3 clusters Score -1232824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1232828.375000 Penalty: 4573.264648
	Iteration 68Q: 3 clusters Score -1232828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1232831.875000 Penalty: 4573.264648
	Iteration 69Q: 3 clusters Score -1232832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1232835.375000 Penalty: 4573.264648
	Iteration 70Q: 3 clusters Score -1232835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1232839.750000 Penalty: 4573.264648
	Iteration 71Q: 3 clusters Score -1232840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1232841.000000 Penalty: 4573.264648
	Iteration 72Q: 3 clusters Score -1232841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1232842.125000 Penalty: 4573.264648
	Iteration 73Q: 3 clusters Score -1232842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1232845.250000 Penalty: 4573.264648
	Iteration 74Q: 3 clusters Score -1232845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1232849.375000 Penalty: 4573.264648
	Iteration 75Q: 3 clusters Score -1232849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1232850.125000 Penalty: 4573.264648
	Iteration 76Q: 3 clusters Score -1232850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1232853.375000 Penalty: 4573.264648
	Iteration 77Q: 3 clusters Score -1232853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1232857.000000 Penalty: 4573.264648
	Iteration 78Q: 3 clusters Score -1232857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1232861.875000 Penalty: 4573.264648
	Iteration 79Q: 3 clusters Score -1232862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1232863.750000 Penalty: 4573.264648
	Iteration 80F: 3 clusters Score -1232864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1232864.750000 Penalty: 4573.264648
	Iteration 81Q: 3 clusters Score -1232865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1232872.125000 Penalty: 4573.264648
	Iteration 82Q: 3 clusters Score -1232872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1232872.500000 Penalty: 4573.264648
	Iteration 83Q: 3 clusters Score -1232872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1232872.000000 Penalty: 4573.264648
	Iteration 84Q: 3 clusters Score -1232872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1232878.250000 Penalty: 4573.264648
	Iteration 85Q: 3 clusters Score -1232878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1232877.250000 Penalty: 4573.264648
	Iteration 86Q: 3 clusters Score -1232877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1232885.750000 Penalty: 4573.264648
	Iteration 87Q: 3 clusters Score -1232886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1232885.000000 Penalty: 4573.264648
	Iteration 88Q: 3 clusters Score -1232885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1232889.000000 Penalty: 4573.264648
	Iteration 89Q: 3 clusters Score -1232889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1232891.875000 Penalty: 4573.264648
	Iteration 90Q: 3 clusters Score -1232892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1232893.250000 Penalty: 4573.264648
	Iteration 91Q: 3 clusters Score -1232893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1232898.500000 Penalty: 4573.264648
	Iteration 92Q: 3 clusters Score -1232898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1232899.125000 Penalty: 4573.264648
	Iteration 93Q: 3 clusters Score -1232899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1232906.000000 Penalty: 4573.264648
	Iteration 94Q: 3 clusters Score -1232906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1232910.500000 Penalty: 4573.264648
	Iteration 95Q: 3 clusters Score -1232910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1232912.500000 Penalty: 4573.264648
	Iteration 96Q: 3 clusters Score -1232912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1232918.125000 Penalty: 4573.264648
	Iteration 97Q: 3 clusters Score -1232918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1232923.250000 Penalty: 4573.264648
	Iteration 98Q: 3 clusters Score -1232923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1232926.625000 Penalty: 4573.264648
	Iteration 99Q: 3 clusters Score -1232927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1232933.875000 Penalty: 4573.264648
	Iteration 100F: 3 clusters Score -1232934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1232937.500000 Penalty: 4573.264648
	Iteration 101Q: 3 clusters Score -1232938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1232939.125000 Penalty: 4573.264648
	Iteration 102Q: 3 clusters Score -1232939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1232941.000000 Penalty: 4573.264648
	Iteration 103Q: 3 clusters Score -1232941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1232945.875000 Penalty: 4573.264648
	Iteration 104Q: 3 clusters Score -1232946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1232944.875000 Penalty: 4573.264648
	Iteration 105Q: 3 clusters Score -1232945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1232947.875000 Penalty: 4573.264648
	Iteration 106Q: 3 clusters Score -1232948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1232952.000000 Penalty: 4573.264648
	Iteration 107Q: 3 clusters Score -1232952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1232952.000000 Penalty: 4573.264648
	Iteration 108Q: 3 clusters Score -1232952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1232953.125000 Penalty: 4573.264648
	Iteration 109Q: 3 clusters Score -1232953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1232955.375000 Penalty: 4573.264648
	Iteration 110Q: 3 clusters Score -1232955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1232956.750000 Penalty: 4573.264648
	Iteration 111Q: 3 clusters Score -1232957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1232957.375000 Penalty: 4573.264648
	Iteration 112Q: 3 clusters Score -1232957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1232959.000000 Penalty: 4573.264648
	Iteration 113Q: 3 clusters Score -1232959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1232958.625000 Penalty: 4573.264648
	Iteration 114Q: 3 clusters Score -1232959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1232957.375000 Penalty: 4573.264648
	Iteration 115Q: 3 clusters Score -1232957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1232957.375000 Penalty: 4573.264648
	Iteration 116F: 3 clusters Score -1232957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 231950 members 
Mstep: Class 5 contains 13490 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 163070 members 
Mstep: Class 9 contains 16674 members 
Mstep: Class 10 contains 29465 members 
Mstep: Class 11 contains 19238 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 121483 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55347 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 189876 members 
Mstep: Class 20 contains 13799 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44870 members 
Mstep: Class 23 contains 7025 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 10100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189720.000000 Penalty: 99613.000000
Iteration 79Q: 30 clusters Score -1.241897e+08 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 228944 members 
Mstep: Class 5 contains 13602 members 
Mstep: Class 6 contains 18074 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 163677 members 
Mstep: Class 9 contains 16621 members 
Mstep: Class 10 contains 29485 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 12542 members 
Mstep: Class 14 contains 123458 members 
Mstep: Class 15 contains 5819 members 
Mstep: Class 16 contains 55346 members 
Mstep: Class 17 contains 10605 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 189978 members 
Mstep: Class 20 contains 13821 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 45416 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 5096 members 
Mstep: Class 26 contains 10100 members 
Mstep: Class 27 contains 14303 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194344.000000 Penalty: 99613.000000
Iteration 80F: 30 clusters Score -1.241943e+08 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 225893 members 
Mstep: Class 5 contains 13727 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 163836 members 
Mstep: Class 9 contains 16548 members 
Mstep: Class 10 contains 29459 members 
Mstep: Class 11 contains 19606 members 
Mstep: Class 12 contains 8916 members 
Mstep: Class 13 contains 12538 members 
Mstep: Class 14 contains 125850 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 55342 members 
Mstep: Class 17 contains 10622 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 189951 members 
Mstep: Class 20 contains 13835 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 45481 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 2919 members 
Mstep: Class 25 contains 5115 members 
Mstep: Class 26 contains 10099 members 
Mstep: Class 27 contains 15822 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124198064.000000 Penalty: 99613.000000
Iteration 81Q: 30 clusters Score -1.241981e+08 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 222932 members 
Mstep: Class 5 contains 13843 members 
Mstep: Class 6 contains 16259 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 164046 members 
Mstep: Class 9 contains 16492 members 
Mstep: Class 10 contains 29439 members 
Mstep: Class 11 contains 19640 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 13 contains 12538 members 
Mstep: Class 14 contains 128551 members 
Mstep: Class 15 contains 5796 members 
Mstep: Class 16 contains 55339 members 
Mstep: Class 17 contains 10629 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 189818 members 
Mstep: Class 20 contains 13854 members 
Mstep: Class 21 contains 1239 members 
Mstep: Class 22 contains 45550 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 5135 members 
Mstep: Class 26 contains 10095 members 
Mstep: Class 27 contains 17147 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124199848.000000 Penalty: 99613.000000
Iteration 82Q: 30 clusters Score -1.241998e+08 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 219994 members 
Mstep: Class 5 contains 13964 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 164188 members 
Mstep: Class 9 contains 16443 members 
Mstep: Class 10 contains 29426 members 
Mstep: Class 11 contains 19650 members 
Mstep: Class 12 contains 8894 members 
Mstep: Class 13 contains 12551 members 
Mstep: Class 14 contains 131417 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 55340 members 
Mstep: Class 17 contains 10604 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 189594 members 
Mstep: Class 20 contains 13856 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 45621 members 
Mstep: Class 23 contains 7099 members 
Mstep: Class 24 contains 2970 members 
Mstep: Class 25 contains 5137 members 
Mstep: Class 26 contains 10096 members 
Mstep: Class 27 contains 18324 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124202552.000000 Penalty: 99613.000000
Iteration 83Q: 30 clusters Score -1.242026e+08 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 217074 members 
Mstep: Class 5 contains 14074 members 
Mstep: Class 6 contains 14782 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 164360 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29411 members 
Mstep: Class 11 contains 19653 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 14 contains 134280 members 
Mstep: Class 15 contains 5786 members 
Mstep: Class 16 contains 55339 members 
Mstep: Class 17 contains 10597 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 189304 members 
Mstep: Class 20 contains 13851 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 45619 members 
Mstep: Class 23 contains 7104 members 
Mstep: Class 24 contains 2989 members 
Mstep: Class 25 contains 5133 members 
Mstep: Class 26 contains 10097 members 
Mstep: Class 27 contains 19420 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124203912.000000 Penalty: 99613.000000
Iteration 84Q: 30 clusters Score -1.242039e+08 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 214138 members 
Mstep: Class 5 contains 14173 members 
Mstep: Class 6 contains 14264 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 164525 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 29403 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 12561 members 
Mstep: Class 14 contains 137271 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 55336 members 
Mstep: Class 17 contains 10581 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 188943 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 45585 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 3011 members 
Mstep: Class 25 contains 5131 members 
Mstep: Class 26 contains 10094 members 
Mstep: Class 27 contains 20397 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205784.000000 Penalty: 99613.000000
Iteration 85Q: 30 clusters Score -1.242058e+08 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 211119 members 
Mstep: Class 5 contains 14271 members 
Mstep: Class 6 contains 13904 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 164619 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 29396 members 
Mstep: Class 11 contains 19606 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 13 contains 12559 members 
Mstep: Class 14 contains 140429 members 
Mstep: Class 15 contains 5773 members 
Mstep: Class 16 contains 55338 members 
Mstep: Class 17 contains 10560 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 188536 members 
Mstep: Class 20 contains 13857 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 45548 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 5136 members 
Mstep: Class 26 contains 10094 members 
Mstep: Class 27 contains 21246 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207784.000000 Penalty: 99613.000000
Iteration 86Q: 30 clusters Score -1.242078e+08 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 208132 members 
Mstep: Class 5 contains 14369 members 
Mstep: Class 6 contains 13633 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 164701 members 
Mstep: Class 9 contains 16308 members 
Mstep: Class 10 contains 29395 members 
Mstep: Class 11 contains 19585 members 
Mstep: Class 12 contains 8899 members 
Mstep: Class 13 contains 12562 members 
Mstep: Class 14 contains 143616 members 
Mstep: Class 15 contains 5769 members 
Mstep: Class 16 contains 55339 members 
Mstep: Class 17 contains 10533 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 188048 members 
Mstep: Class 20 contains 13857 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 45482 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 3028 members 
Mstep: Class 25 contains 5141 members 
Mstep: Class 26 contains 10094 members 
Mstep: Class 27 contains 21987 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3326.363037 but Gain 3434.929688
Score: -124209656.000000 Penalty: 96178.070312
Iteration 87Q: 29 clusters Score -1.242097e+08 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 205425 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 13399 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 164898 members 
Mstep: Class 9 contains 16251 members 
Mstep: Class 10 contains 29391 members 
Mstep: Class 11 contains 19550 members 
Mstep: Class 12 contains 8908 members 
Mstep: Class 13 contains 12551 members 
Mstep: Class 14 contains 149119 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 55334 members 
Mstep: Class 17 contains 10513 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 187483 members 
Mstep: Class 20 contains 13859 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 45435 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 3029 members 
Mstep: Class 25 contains 5144 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 22649 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214112.000000 Penalty: 96178.070312
Iteration 88Q: 29 clusters Score -1.242141e+08 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 4 contains 202115 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 164810 members 
Mstep: Class 9 contains 16265 members 
Mstep: Class 10 contains 29389 members 
Mstep: Class 11 contains 19530 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 12552 members 
Mstep: Class 14 contains 152571 members 
Mstep: Class 15 contains 5769 members 
Mstep: Class 16 contains 55328 members 
Mstep: Class 17 contains 10466 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 186890 members 
Mstep: Class 20 contains 13855 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 45445 members 
Mstep: Class 23 contains 7091 members 
Mstep: Class 24 contains 3041 members 
Mstep: Class 25 contains 5149 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 23273 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 19432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215968.000000 Penalty: 96178.070312
Iteration 89Q: 29 clusters Score -1.24216e+08 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 198828 members 
Mstep: Class 5 contains 14756 members 
Mstep: Class 6 contains 13048 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 164830 members 
Mstep: Class 9 contains 16272 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 19507 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 12554 members 
Mstep: Class 14 contains 155939 members 
Mstep: Class 15 contains 5771 members 
Mstep: Class 16 contains 55323 members 
Mstep: Class 17 contains 10429 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 186343 members 
Mstep: Class 20 contains 13847 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 45441 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 3052 members 
Mstep: Class 25 contains 5154 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 23814 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217664.000000 Penalty: 96178.070312
Iteration 90Q: 29 clusters Score -1.242177e+08 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 4 contains 195471 members 
Mstep: Class 5 contains 14890 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 164870 members 
Mstep: Class 9 contains 16318 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 19462 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 12558 members 
Mstep: Class 14 contains 159314 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 55319 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 185884 members 
Mstep: Class 20 contains 13845 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45396 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 3070 members 
Mstep: Class 25 contains 5162 members 
Mstep: Class 26 contains 10094 members 
Mstep: Class 27 contains 24316 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219320.000000 Penalty: 96178.070312
Iteration 91Q: 29 clusters Score -1.242193e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 4 contains 192360 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 12831 members 
Mstep: Class 7 contains 5100 members 
Mstep: Class 8 contains 164924 members 
Mstep: Class 9 contains 16346 members 
Mstep: Class 10 contains 29366 members 
Mstep: Class 11 contains 19423 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 12559 members 
Mstep: Class 14 contains 162454 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 55316 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 185465 members 
Mstep: Class 20 contains 13844 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45330 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 3086 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 24729 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221136.000000 Penalty: 96178.070312
Iteration 92Q: 29 clusters Score -1.242211e+08 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3066 members 
Mstep: Class 4 contains 189371 members 
Mstep: Class 5 contains 15135 members 
Mstep: Class 6 contains 12765 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 165020 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 29360 members 
Mstep: Class 11 contains 19401 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 165425 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 55313 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 185099 members 
Mstep: Class 20 contains 13835 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45243 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 5171 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 25062 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222640.000000 Penalty: 96178.070312
Iteration 93Q: 29 clusters Score -1.242226e+08 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 186622 members 
Mstep: Class 5 contains 15241 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 165158 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 29343 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 8908 members 
Mstep: Class 13 contains 12581 members 
Mstep: Class 14 contains 168072 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 55309 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 184798 members 
Mstep: Class 20 contains 13829 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45178 members 
Mstep: Class 23 contains 6964 members 
Mstep: Class 24 contains 3115 members 
Mstep: Class 25 contains 5168 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 25396 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223816.000000 Penalty: 96178.070312
Iteration 94Q: 29 clusters Score -1.242238e+08 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 184185 members 
Mstep: Class 5 contains 15337 members 
Mstep: Class 6 contains 12640 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 165320 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 29327 members 
Mstep: Class 11 contains 19356 members 
Mstep: Class 12 contains 8904 members 
Mstep: Class 13 contains 12585 members 
Mstep: Class 14 contains 170415 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 55306 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 184498 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45116 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 25720 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224160.000000 Penalty: 96178.070312
Iteration 95Q: 29 clusters Score -1.242242e+08 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 182046 members 
Mstep: Class 5 contains 15408 members 
Mstep: Class 6 contains 12604 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 165510 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 29315 members 
Mstep: Class 11 contains 19339 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 12589 members 
Mstep: Class 14 contains 172421 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 55304 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 184216 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45068 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 3129 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 10094 members 
Mstep: Class 27 contains 25990 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224896.000000 Penalty: 96178.070312
Iteration 96Q: 29 clusters Score -1.242249e+08 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 180001 members 
Mstep: Class 5 contains 15489 members 
Mstep: Class 6 contains 12554 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 165677 members 
Mstep: Class 9 contains 16463 members 
Mstep: Class 10 contains 29307 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 8892 members 
Mstep: Class 13 contains 12589 members 
Mstep: Class 14 contains 174356 members 
Mstep: Class 15 contains 5777 members 
Mstep: Class 16 contains 55304 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 183932 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45042 members 
Mstep: Class 23 contains 6894 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 5181 members 
Mstep: Class 26 contains 10094 members 
Mstep: Class 27 contains 26223 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225856.000000 Penalty: 96178.070312
Iteration 97Q: 29 clusters Score -1.242259e+08 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 178166 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 12527 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 165820 members 
Mstep: Class 9 contains 16472 members 
Mstep: Class 10 contains 29295 members 
Mstep: Class 11 contains 19313 members 
Mstep: Class 12 contains 8887 members 
Mstep: Class 13 contains 12597 members 
Mstep: Class 14 contains 176083 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 55302 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 19 contains 183723 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 45007 members 
Mstep: Class 23 contains 6877 members 
Mstep: Class 24 contains 3144 members 
Mstep: Class 25 contains 5187 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 26392 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226720.000000 Penalty: 96178.070312
Iteration 98Q: 29 clusters Score -1.242267e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 176679 members 
Mstep: Class 5 contains 15643 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 165963 members 
Mstep: Class 9 contains 16489 members 
Mstep: Class 10 contains 29275 members 
Mstep: Class 11 contains 19307 members 
Mstep: Class 12 contains 8882 members 
Mstep: Class 13 contains 12611 members 
Mstep: Class 14 contains 177420 members 
Mstep: Class 15 contains 5780 members 
Mstep: Class 16 contains 55303 members 
Mstep: Class 17 contains 10393 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 183551 members 
Mstep: Class 20 contains 13833 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 44976 members 
Mstep: Class 23 contains 6842 members 
Mstep: Class 24 contains 3151 members 
Mstep: Class 25 contains 5188 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 26553 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227024.000000 Penalty: 96178.070312
Iteration 99Q: 29 clusters Score -1.24227e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 175439 members 
Mstep: Class 5 contains 15716 members 
Mstep: Class 6 contains 12476 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 166096 members 
Mstep: Class 9 contains 16513 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 19301 members 
Mstep: Class 12 contains 8883 members 
Mstep: Class 13 contains 12620 members 
Mstep: Class 14 contains 178461 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 55301 members 
Mstep: Class 17 contains 10399 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 19 contains 183451 members 
Mstep: Class 20 contains 13823 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 44960 members 
Mstep: Class 23 contains 6808 members 
Mstep: Class 24 contains 3165 members 
Mstep: Class 25 contains 5189 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 26703 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228656.000000 Penalty: 96178.070312
Iteration 100F: 29 clusters Score -1.242287e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 174514 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 12441 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 166227 members 
Mstep: Class 9 contains 16527 members 
Mstep: Class 10 contains 29260 members 
Mstep: Class 11 contains 19302 members 
Mstep: Class 12 contains 8879 members 
Mstep: Class 13 contains 12633 members 
Mstep: Class 14 contains 179169 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 55301 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 4825 members 
Mstep: Class 19 contains 183373 members 
Mstep: Class 20 contains 13817 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 44929 members 
Mstep: Class 23 contains 6791 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 5190 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 26871 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232840.000000 Penalty: 96178.070312
Iteration 101Q: 29 clusters Score -1.242328e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 173835 members 
Mstep: Class 5 contains 15840 members 
Mstep: Class 6 contains 12421 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 166319 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 29253 members 
Mstep: Class 11 contains 19297 members 
Mstep: Class 12 contains 8879 members 
Mstep: Class 13 contains 12645 members 
Mstep: Class 14 contains 179564 members 
Mstep: Class 15 contains 5781 members 
Mstep: Class 16 contains 55300 members 
Mstep: Class 17 contains 10401 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 183382 members 
Mstep: Class 20 contains 13818 members 
Mstep: Class 21 contains 1240 members 
Mstep: Class 22 contains 44914 members 
Mstep: Class 23 contains 6775 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 5193 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 27026 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233344.000000 Penalty: 96178.070312
Iteration 102Q: 29 clusters Score -1.242333e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 173277 members 
Mstep: Class 5 contains 15892 members 
Mstep: Class 6 contains 12399 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 166397 members 
Mstep: Class 9 contains 16541 members 
Mstep: Class 10 contains 29253 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 12654 members 
Mstep: Class 14 contains 179816 members 
Mstep: Class 15 contains 5786 members 
Mstep: Class 16 contains 55300 members 
Mstep: Class 17 contains 10402 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 183457 members 
Mstep: Class 20 contains 13816 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 44898 members 
Mstep: Class 23 contains 6764 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 5195 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 27159 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233176.000000 Penalty: 96178.070312
Iteration 103Q: 29 clusters Score -1.242332e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 172997 members 
Mstep: Class 5 contains 15954 members 
Mstep: Class 6 contains 12402 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 166471 members 
Mstep: Class 9 contains 16545 members 
Mstep: Class 10 contains 29255 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 12666 members 
Mstep: Class 14 contains 179819 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10408 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 183475 members 
Mstep: Class 20 contains 13816 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 44886 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3191 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 27263 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233480.000000 Penalty: 96178.070312
Iteration 104Q: 29 clusters Score -1.242335e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 172853 members 
Mstep: Class 5 contains 16020 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 166545 members 
Mstep: Class 9 contains 16540 members 
Mstep: Class 10 contains 29251 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 8874 members 
Mstep: Class 13 contains 12676 members 
Mstep: Class 14 contains 179722 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 183491 members 
Mstep: Class 20 contains 13820 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 44864 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27364 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233336.000000 Penalty: 96178.070312
Iteration 105Q: 29 clusters Score -1.242333e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 172805 members 
Mstep: Class 5 contains 16057 members 
Mstep: Class 6 contains 12374 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 166605 members 
Mstep: Class 9 contains 16542 members 
Mstep: Class 10 contains 29252 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 8868 members 
Mstep: Class 13 contains 12695 members 
Mstep: Class 14 contains 179502 members 
Mstep: Class 15 contains 5799 members 
Mstep: Class 16 contains 55298 members 
Mstep: Class 17 contains 10445 members 
Mstep: Class 18 contains 4834 members 
Mstep: Class 19 contains 183546 members 
Mstep: Class 20 contains 13826 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 44858 members 
Mstep: Class 23 contains 6741 members 
Mstep: Class 24 contains 3198 members 
Mstep: Class 25 contains 5203 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27446 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233424.000000 Penalty: 96178.070312
Iteration 106Q: 29 clusters Score -1.242334e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 172879 members 
Mstep: Class 5 contains 16097 members 
Mstep: Class 6 contains 12371 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 166643 members 
Mstep: Class 9 contains 16550 members 
Mstep: Class 10 contains 29248 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 8863 members 
Mstep: Class 13 contains 12708 members 
Mstep: Class 14 contains 179188 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10469 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 183602 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 44849 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 3204 members 
Mstep: Class 25 contains 5207 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27511 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233680.000000 Penalty: 96178.070312
Iteration 107Q: 29 clusters Score -1.242337e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 173004 members 
Mstep: Class 5 contains 16148 members 
Mstep: Class 6 contains 12385 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 166664 members 
Mstep: Class 9 contains 16556 members 
Mstep: Class 10 contains 29242 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 12714 members 
Mstep: Class 14 contains 178862 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10484 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 183652 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 44840 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 3211 members 
Mstep: Class 25 contains 5208 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27559 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233768.000000 Penalty: 96178.070312
Iteration 108Q: 29 clusters Score -1.242338e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 173223 members 
Mstep: Class 5 contains 16189 members 
Mstep: Class 6 contains 12394 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 166691 members 
Mstep: Class 9 contains 16563 members 
Mstep: Class 10 contains 29239 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 12720 members 
Mstep: Class 14 contains 178483 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10504 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 183659 members 
Mstep: Class 20 contains 13836 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 44828 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 3214 members 
Mstep: Class 25 contains 5210 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27609 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233952.000000 Penalty: 96178.070312
Iteration 109Q: 29 clusters Score -1.24234e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 12406 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 166725 members 
Mstep: Class 9 contains 16576 members 
Mstep: Class 10 contains 29233 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 8834 members 
Mstep: Class 13 contains 12732 members 
Mstep: Class 14 contains 178089 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 183648 members 
Mstep: Class 20 contains 13836 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 44821 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 3213 members 
Mstep: Class 25 contains 5210 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27639 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234264.000000 Penalty: 96178.070312
Iteration 110Q: 29 clusters Score -1.242343e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 173755 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 12407 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 166757 members 
Mstep: Class 9 contains 16583 members 
Mstep: Class 10 contains 29229 members 
Mstep: Class 11 contains 19282 members 
Mstep: Class 12 contains 8825 members 
Mstep: Class 13 contains 12736 members 
Mstep: Class 14 contains 177687 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10532 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 183641 members 
Mstep: Class 20 contains 13834 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 44811 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 3221 members 
Mstep: Class 25 contains 5210 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27675 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234008.000000 Penalty: 96178.070312
Iteration 111Q: 29 clusters Score -1.24234e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 174049 members 
Mstep: Class 5 contains 16312 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 166773 members 
Mstep: Class 9 contains 16588 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 8819 members 
Mstep: Class 13 contains 12747 members 
Mstep: Class 14 contains 177290 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10536 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 183630 members 
Mstep: Class 20 contains 13831 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 44801 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 3239 members 
Mstep: Class 25 contains 5211 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27705 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233808.000000 Penalty: 96178.070312
Iteration 112Q: 29 clusters Score -1.242338e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 174343 members 
Mstep: Class 5 contains 16354 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 166795 members 
Mstep: Class 9 contains 16578 members 
Mstep: Class 10 contains 29221 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 8815 members 
Mstep: Class 13 contains 12757 members 
Mstep: Class 14 contains 176890 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 183616 members 
Mstep: Class 20 contains 13833 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 44796 members 
Mstep: Class 23 contains 6741 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 5215 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27733 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233904.000000 Penalty: 96178.070312
Iteration 113Q: 29 clusters Score -1.242339e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 174654 members 
Mstep: Class 5 contains 16387 members 
Mstep: Class 6 contains 12435 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 166814 members 
Mstep: Class 9 contains 16588 members 
Mstep: Class 10 contains 29221 members 
Mstep: Class 11 contains 19297 members 
Mstep: Class 12 contains 8799 members 
Mstep: Class 13 contains 12766 members 
Mstep: Class 14 contains 176517 members 
Mstep: Class 15 contains 5818 members 
Mstep: Class 16 contains 55295 members 
Mstep: Class 17 contains 10550 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 183574 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 44774 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 5216 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27761 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233944.000000 Penalty: 96178.070312
Iteration 114Q: 29 clusters Score -1.242339e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 174960 members 
Mstep: Class 5 contains 16436 members 
Mstep: Class 6 contains 12421 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 166839 members 
Mstep: Class 9 contains 16591 members 
Mstep: Class 10 contains 29223 members 
Mstep: Class 11 contains 19300 members 
Mstep: Class 12 contains 8784 members 
Mstep: Class 13 contains 12775 members 
Mstep: Class 14 contains 176168 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 55298 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 183528 members 
Mstep: Class 20 contains 13830 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 44761 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 5218 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27790 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233864.000000 Penalty: 96178.070312
Iteration 115Q: 29 clusters Score -1.242339e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 175242 members 
Mstep: Class 5 contains 16484 members 
Mstep: Class 6 contains 12435 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 166856 members 
Mstep: Class 9 contains 16600 members 
Mstep: Class 10 contains 29225 members 
Mstep: Class 11 contains 19299 members 
Mstep: Class 12 contains 8776 members 
Mstep: Class 13 contains 12783 members 
Mstep: Class 14 contains 175820 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10555 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 183481 members 
Mstep: Class 20 contains 13835 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 44747 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 3274 members 
Mstep: Class 25 contains 5219 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27811 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233752.000000 Penalty: 96178.070312
Iteration 116Q: 29 clusters Score -1.242338e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 175478 members 
Mstep: Class 5 contains 16541 members 
Mstep: Class 6 contains 12443 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 166861 members 
Mstep: Class 9 contains 16611 members 
Mstep: Class 10 contains 29225 members 
Mstep: Class 11 contains 19301 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 12787 members 
Mstep: Class 14 contains 175482 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10564 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 183483 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 44730 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 3286 members 
Mstep: Class 25 contains 5217 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27837 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233872.000000 Penalty: 96178.070312
Iteration 117Q: 29 clusters Score -1.242339e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 175753 members 
Mstep: Class 5 contains 16604 members 
Mstep: Class 6 contains 12458 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 166872 members 
Mstep: Class 9 contains 16605 members 
Mstep: Class 10 contains 29225 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 8753 members 
Mstep: Class 13 contains 12795 members 
Mstep: Class 14 contains 175112 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10564 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 183477 members 
Mstep: Class 20 contains 13841 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 44698 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 3297 members 
Mstep: Class 25 contains 5218 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27859 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234056.000000 Penalty: 96178.070312
Iteration 118Q: 29 clusters Score -1.242341e+08 nChanged 893
Entering ConstructFrom: 
Score: -124234056.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 2 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -60760.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -60760.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59507.820312 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -59507.82 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60300.242188 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -60300.24 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60733.785156 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -60733.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61083.156250 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -61083.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -61340.882812 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -61340.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61439.191406 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -61439.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61489.656250 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -61489.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61511.218750 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -61511.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -61516.140625 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -61516.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -61528.375000 Penalty: 3202.557617
	Iteration 9F: 3 clusters Score -61528.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61631.808594 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -61631.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -61889.492188 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -61889.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -61971.195312 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -61971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61981.789062 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -61981.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62007.660156 Penalty: 3202.557617
	Iteration 14Q: 3 clusters Score -62007.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -62014.671875 Penalty: 3202.557617
	Iteration 15Q: 3 clusters Score -62014.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -62014.671875 Penalty: 3202.557617
	Iteration 16F: 3 clusters Score -62014.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 203 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 175972 members 
Mstep: Class 5 contains 16683 members 
Mstep: Class 6 contains 12467 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 166872 members 
Mstep: Class 9 contains 16610 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 12806 members 
Mstep: Class 14 contains 174822 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10567 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 183441 members 
Mstep: Class 20 contains 13847 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 44674 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 5219 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27877 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19514 members 
Entering Unmasked Estep 
Score: -124233816.000000 Penalty: 99613.000000
Splitting cluster 2 changes total score from -124234056.000000 to -124233816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -344667.718750 Penalty: 1986.486938
	Iteration 0F: 2 clusters Score -344667.7 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 1538 members 
Entering Unmasked Estep 
Score: -341391.000000 Penalty: 3972.973877
	Iteration 0F: 3 clusters Score -341391 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -342180.500000 Penalty: 3972.973877
	Iteration 1F: 3 clusters Score -342180.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -342443.281250 Penalty: 3972.973877
	Iteration 2F: 3 clusters Score -342443.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -342597.843750 Penalty: 3972.973877
	Iteration 3F: 3 clusters Score -342597.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -342723.843750 Penalty: 3972.973877
	Iteration 4Q: 3 clusters Score -342723.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -342865.500000 Penalty: 3972.973877
	Iteration 5Q: 3 clusters Score -342865.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -342990.625000 Penalty: 3972.973877
	Iteration 6Q: 3 clusters Score -342990.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -343060.093750 Penalty: 3972.973877
	Iteration 7Q: 3 clusters Score -343060.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343097.062500 Penalty: 3972.973877
	Iteration 8Q: 3 clusters Score -343097.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -343122.656250 Penalty: 3972.973877
	Iteration 9Q: 3 clusters Score -343122.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -343144.281250 Penalty: 3972.973877
	Iteration 10Q: 3 clusters Score -343144.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -343156.687500 Penalty: 3972.973877
	Iteration 11Q: 3 clusters Score -343156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -343170.468750 Penalty: 3972.973877
	Iteration 12Q: 3 clusters Score -343170.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -343180.000000 Penalty: 3972.973877
	Iteration 13Q: 3 clusters Score -343180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -343188.187500 Penalty: 3972.973877
	Iteration 14Q: 3 clusters Score -343188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -343192.343750 Penalty: 3972.973877
	Iteration 15Q: 3 clusters Score -343192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -343196.468750 Penalty: 3972.973877
	Iteration 16Q: 3 clusters Score -343196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -343199.812500 Penalty: 3972.973877
	Iteration 17Q: 3 clusters Score -343199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -343203.343750 Penalty: 3972.973877
	Iteration 18Q: 3 clusters Score -343203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -343207.562500 Penalty: 3972.973877
	Iteration 19Q: 3 clusters Score -343207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -343210.312500 Penalty: 3972.973877
	Iteration 20F: 3 clusters Score -343210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -343214.468750 Penalty: 3972.973877
	Iteration 21Q: 3 clusters Score -343214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -343216.531250 Penalty: 3972.973877
	Iteration 22Q: 3 clusters Score -343216.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -343218.906250 Penalty: 3972.973877
	Iteration 23Q: 3 clusters Score -343218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -343221.906250 Penalty: 3972.973877
	Iteration 24Q: 3 clusters Score -343221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -343225.343750 Penalty: 3972.973877
	Iteration 25Q: 3 clusters Score -343225.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -343226.781250 Penalty: 3972.973877
	Iteration 26Q: 3 clusters Score -343226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -343227.468750 Penalty: 3972.973877
	Iteration 27Q: 3 clusters Score -343227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -343229.468750 Penalty: 3972.973877
	Iteration 28Q: 3 clusters Score -343229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -343232.718750 Penalty: 3972.973877
	Iteration 29Q: 3 clusters Score -343232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -343239.906250 Penalty: 3972.973877
	Iteration 30Q: 3 clusters Score -343239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -343242.906250 Penalty: 3972.973877
	Iteration 31Q: 3 clusters Score -343242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -343245.187500 Penalty: 3972.973877
	Iteration 32Q: 3 clusters Score -343245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -343247.343750 Penalty: 3972.973877
	Iteration 33Q: 3 clusters Score -343247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -343248.312500 Penalty: 3972.973877
	Iteration 34Q: 3 clusters Score -343248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -343249.000000 Penalty: 3972.973877
	Iteration 35Q: 3 clusters Score -343249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -343249.000000 Penalty: 3972.973877
	Iteration 36F: 3 clusters Score -343249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (175972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Entering Unmasked Estep 
Score: -21976918.000000 Penalty: 2995.363770
	Iteration 0F: 2 clusters Score -2.197692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -21862452.000000 Penalty: 5990.727539
	Iteration 0F: 3 clusters Score -2.186245e+07 nChanged 84401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -21912044.000000 Penalty: 5990.727539
	Iteration 1F: 3 clusters Score -2.191204e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -21912916.000000 Penalty: 5990.727539
	Iteration 2Q: 3 clusters Score -2.191292e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -21913894.000000 Penalty: 5990.727539
	Iteration 3Q: 3 clusters Score -2.191389e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99043 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -21915618.000000 Penalty: 5990.727539
	Iteration 4Q: 3 clusters Score -2.191562e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -21918374.000000 Penalty: 5990.727539
	Iteration 5Q: 3 clusters Score -2.191837e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -21923104.000000 Penalty: 5990.727539
	Iteration 6F: 3 clusters Score -2.19231e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125914 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -21931648.000000 Penalty: 5990.727539
	Iteration 7F: 3 clusters Score -2.193165e+07 nChanged 14596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -21943888.000000 Penalty: 5990.727539
	Iteration 8F: 3 clusters Score -2.194389e+07 nChanged 14647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154959 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -21957542.000000 Penalty: 5990.727539
	Iteration 9F: 3 clusters Score -2.195754e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165879 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -21967496.000000 Penalty: 5990.727539
	Iteration 10F: 3 clusters Score -2.19675e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171858 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -21971982.000000 Penalty: 5990.727539
	Iteration 11Q: 3 clusters Score -2.197198e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174285 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -21973378.000000 Penalty: 5990.727539
	Iteration 12Q: 3 clusters Score -2.197338e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175123 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21973924.000000 Penalty: 5990.727539
	Iteration 13Q: 3 clusters Score -2.197392e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175395 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21974070.000000 Penalty: 5990.727539
	Iteration 14Q: 3 clusters Score -2.197407e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175515 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21974166.000000 Penalty: 5990.727539
	Iteration 15Q: 3 clusters Score -2.197417e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21974210.000000 Penalty: 5990.727539
	Iteration 16Q: 3 clusters Score -2.197421e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21974242.000000 Penalty: 5990.727539
	Iteration 17Q: 3 clusters Score -2.197424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21974278.000000 Penalty: 5990.727539
	Iteration 18Q: 3 clusters Score -2.197428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21974302.000000 Penalty: 5990.727539
	Iteration 19Q: 3 clusters Score -2.19743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21974324.000000 Penalty: 5990.727539
	Iteration 20F: 3 clusters Score -2.197432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21974328.000000 Penalty: 5990.727539
	Iteration 21Q: 3 clusters Score -2.197433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21974328.000000 Penalty: 5990.727539
	Iteration 22Q: 3 clusters Score -2.197433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21974322.000000 Penalty: 5990.727539
	Iteration 23Q: 3 clusters Score -2.197432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175637 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21974348.000000 Penalty: 5990.727539
	Iteration 24Q: 3 clusters Score -2.197435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21974336.000000 Penalty: 5990.727539
	Iteration 25Q: 3 clusters Score -2.197434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21974348.000000 Penalty: 5990.727539
	Iteration 26Q: 3 clusters Score -2.197435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21974348.000000 Penalty: 5990.727539
	Iteration 27F: 3 clusters Score -2.197435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Entering Unmasked Estep 
Score: -1993042.750000 Penalty: 2411.092041
	Iteration 0F: 2 clusters Score -1993043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1981103.375000 Penalty: 4822.184082
	Iteration 0F: 3 clusters Score -1981103 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1984988.625000 Penalty: 4822.184082
	Iteration 1F: 3 clusters Score -1984989 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1985338.375000 Penalty: 4822.184082
	Iteration 2F: 3 clusters Score -1985338 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1985631.250000 Penalty: 4822.184082
	Iteration 3Q: 3 clusters Score -1985631 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1985859.375000 Penalty: 4822.184082
	Iteration 4Q: 3 clusters Score -1985859 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1986056.750000 Penalty: 4822.184082
	Iteration 5Q: 3 clusters Score -1986057 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1986271.750000 Penalty: 4822.184082
	Iteration 6Q: 3 clusters Score -1986272 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1986516.625000 Penalty: 4822.184082
	Iteration 7Q: 3 clusters Score -1986517 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1986882.875000 Penalty: 4822.184082
	Iteration 8Q: 3 clusters Score -1986883 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1987363.625000 Penalty: 4822.184082
	Iteration 9Q: 3 clusters Score -1987364 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1987875.750000 Penalty: 4822.184082
	Iteration 10Q: 3 clusters Score -1987876 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1988463.750000 Penalty: 4822.184082
	Iteration 11Q: 3 clusters Score -1988464 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1988997.250000 Penalty: 4822.184082
	Iteration 12Q: 3 clusters Score -1988997 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1989466.750000 Penalty: 4822.184082
	Iteration 13Q: 3 clusters Score -1989467 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1989810.875000 Penalty: 4822.184082
	Iteration 14Q: 3 clusters Score -1989811 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1989992.625000 Penalty: 4822.184082
	Iteration 15Q: 3 clusters Score -1989993 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1990122.750000 Penalty: 4822.184082
	Iteration 16Q: 3 clusters Score -1990123 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1990196.250000 Penalty: 4822.184082
	Iteration 17Q: 3 clusters Score -1990196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1990251.875000 Penalty: 4822.184082
	Iteration 18Q: 3 clusters Score -1990252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1990294.625000 Penalty: 4822.184082
	Iteration 19Q: 3 clusters Score -1990295 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1990344.500000 Penalty: 4822.184082
	Iteration 20F: 3 clusters Score -1990344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1990377.875000 Penalty: 4822.184082
	Iteration 21Q: 3 clusters Score -1990378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1990418.625000 Penalty: 4822.184082
	Iteration 22Q: 3 clusters Score -1990419 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1990459.750000 Penalty: 4822.184082
	Iteration 23Q: 3 clusters Score -1990460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1990505.250000 Penalty: 4822.184082
	Iteration 24Q: 3 clusters Score -1990505 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1990543.625000 Penalty: 4822.184082
	Iteration 25Q: 3 clusters Score -1990544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1990555.875000 Penalty: 4822.184082
	Iteration 26Q: 3 clusters Score -1990556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1990581.500000 Penalty: 4822.184082
	Iteration 27Q: 3 clusters Score -1990582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1990598.500000 Penalty: 4822.184082
	Iteration 28Q: 3 clusters Score -1990598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1990613.750000 Penalty: 4822.184082
	Iteration 29Q: 3 clusters Score -1990614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1990630.750000 Penalty: 4822.184082
	Iteration 30Q: 3 clusters Score -1990631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1990643.500000 Penalty: 4822.184082
	Iteration 31Q: 3 clusters Score -1990644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1990663.625000 Penalty: 4822.184082
	Iteration 32Q: 3 clusters Score -1990664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1990683.500000 Penalty: 4822.184082
	Iteration 33Q: 3 clusters Score -1990684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1990697.625000 Penalty: 4822.184082
	Iteration 34Q: 3 clusters Score -1990698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1990714.750000 Penalty: 4822.184082
	Iteration 35Q: 3 clusters Score -1990715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1990726.875000 Penalty: 4822.184082
	Iteration 36Q: 3 clusters Score -1990727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1990739.500000 Penalty: 4822.184082
	Iteration 37Q: 3 clusters Score -1990740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1990752.500000 Penalty: 4822.184082
	Iteration 38Q: 3 clusters Score -1990752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1990774.750000 Penalty: 4822.184082
	Iteration 39Q: 3 clusters Score -1990775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1990791.875000 Penalty: 4822.184082
	Iteration 40F: 3 clusters Score -1990792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1990807.125000 Penalty: 4822.184082
	Iteration 41Q: 3 clusters Score -1990807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1990814.125000 Penalty: 4822.184082
	Iteration 42Q: 3 clusters Score -1990814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1990823.750000 Penalty: 4822.184082
	Iteration 43Q: 3 clusters Score -1990824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1990833.625000 Penalty: 4822.184082
	Iteration 44Q: 3 clusters Score -1990834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1990848.250000 Penalty: 4822.184082
	Iteration 45Q: 3 clusters Score -1990848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1990859.875000 Penalty: 4822.184082
	Iteration 46Q: 3 clusters Score -1990860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1990872.250000 Penalty: 4822.184082
	Iteration 47Q: 3 clusters Score -1990872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1990885.125000 Penalty: 4822.184082
	Iteration 48Q: 3 clusters Score -1990885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1990895.875000 Penalty: 4822.184082
	Iteration 49Q: 3 clusters Score -1990896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1990902.625000 Penalty: 4822.184082
	Iteration 50Q: 3 clusters Score -1990903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1990907.750000 Penalty: 4822.184082
	Iteration 51Q: 3 clusters Score -1990908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1990906.750000 Penalty: 4822.184082
	Iteration 52Q: 3 clusters Score -1990907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1990915.125000 Penalty: 4822.184082
	Iteration 53Q: 3 clusters Score -1990915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1990916.000000 Penalty: 4822.184082
	Iteration 54Q: 3 clusters Score -1990916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1990928.000000 Penalty: 4822.184082
	Iteration 55Q: 3 clusters Score -1990928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1990926.250000 Penalty: 4822.184082
	Iteration 56Q: 3 clusters Score -1990926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1990932.000000 Penalty: 4822.184082
	Iteration 57Q: 3 clusters Score -1990932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1990929.500000 Penalty: 4822.184082
	Iteration 58Q: 3 clusters Score -1990930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1990937.750000 Penalty: 4822.184082
	Iteration 59Q: 3 clusters Score -1990938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1990939.375000 Penalty: 4822.184082
	Iteration 60F: 3 clusters Score -1990939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1990946.375000 Penalty: 4822.184082
	Iteration 61Q: 3 clusters Score -1990946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1990948.750000 Penalty: 4822.184082
	Iteration 62Q: 3 clusters Score -1990949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1990948.000000 Penalty: 4822.184082
	Iteration 63Q: 3 clusters Score -1990948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1990955.000000 Penalty: 4822.184082
	Iteration 64Q: 3 clusters Score -1990955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1990962.625000 Penalty: 4822.184082
	Iteration 65Q: 3 clusters Score -1990963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1990968.250000 Penalty: 4822.184082
	Iteration 66Q: 3 clusters Score -1990968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1990969.500000 Penalty: 4822.184082
	Iteration 67Q: 3 clusters Score -1990970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1990973.500000 Penalty: 4822.184082
	Iteration 68Q: 3 clusters Score -1990974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1990973.250000 Penalty: 4822.184082
	Iteration 69Q: 3 clusters Score -1990973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1990973.500000 Penalty: 4822.184082
	Iteration 70Q: 3 clusters Score -1990974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1990973.500000 Penalty: 4822.184082
	Iteration 71Q: 3 clusters Score -1990974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1990974.375000 Penalty: 4822.184082
	Iteration 72Q: 3 clusters Score -1990974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1990974.125000 Penalty: 4822.184082
	Iteration 73Q: 3 clusters Score -1990974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1990973.250000 Penalty: 4822.184082
	Iteration 74Q: 3 clusters Score -1990973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1990970.125000 Penalty: 4822.184082
	Iteration 75Q: 3 clusters Score -1990970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1990969.250000 Penalty: 4822.184082
	Iteration 76Q: 3 clusters Score -1990969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1990972.125000 Penalty: 4822.184082
	Iteration 77Q: 3 clusters Score -1990972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1990970.750000 Penalty: 4822.184082
	Iteration 78Q: 3 clusters Score -1990971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1990973.125000 Penalty: 4822.184082
	Iteration 79Q: 3 clusters Score -1990973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1990973.125000 Penalty: 4822.184082
	Iteration 80F: 3 clusters Score -1990973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Entering Unmasked Estep 
Score: -1450671.000000 Penalty: 2338.848389
	Iteration 0F: 2 clusters Score -1450671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1441395.000000 Penalty: 4677.696777
	Iteration 0F: 3 clusters Score -1441395 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1444400.125000 Penalty: 4677.696777
	Iteration 1F: 3 clusters Score -1444400 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1445059.875000 Penalty: 4677.696777
	Iteration 2F: 3 clusters Score -1445060 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1445673.875000 Penalty: 4677.696777
	Iteration 3F: 3 clusters Score -1445674 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1446239.125000 Penalty: 4677.696777
	Iteration 4F: 3 clusters Score -1446239 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1446782.250000 Penalty: 4677.696777
	Iteration 5F: 3 clusters Score -1446782 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1447297.625000 Penalty: 4677.696777
	Iteration 6F: 3 clusters Score -1447298 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1447719.000000 Penalty: 4677.696777
	Iteration 7F: 3 clusters Score -1447719 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1448029.750000 Penalty: 4677.696777
	Iteration 8Q: 3 clusters Score -1448030 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1448308.375000 Penalty: 4677.696777
	Iteration 9Q: 3 clusters Score -1448308 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1448513.125000 Penalty: 4677.696777
	Iteration 10Q: 3 clusters Score -1448513 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1448675.750000 Penalty: 4677.696777
	Iteration 11Q: 3 clusters Score -1448676 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1448808.125000 Penalty: 4677.696777
	Iteration 12Q: 3 clusters Score -1448808 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1448900.375000 Penalty: 4677.696777
	Iteration 13Q: 3 clusters Score -1448900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1448978.250000 Penalty: 4677.696777
	Iteration 14Q: 3 clusters Score -1448978 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1449049.375000 Penalty: 4677.696777
	Iteration 15Q: 3 clusters Score -1449049 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1449119.625000 Penalty: 4677.696777
	Iteration 16Q: 3 clusters Score -1449120 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1449178.625000 Penalty: 4677.696777
	Iteration 17Q: 3 clusters Score -1449179 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1449229.250000 Penalty: 4677.696777
	Iteration 18Q: 3 clusters Score -1449229 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1449282.625000 Penalty: 4677.696777
	Iteration 19Q: 3 clusters Score -1449283 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1449343.750000 Penalty: 4677.696777
	Iteration 20F: 3 clusters Score -1449344 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1449388.500000 Penalty: 4677.696777
	Iteration 21Q: 3 clusters Score -1449388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1449431.000000 Penalty: 4677.696777
	Iteration 22Q: 3 clusters Score -1449431 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1449480.125000 Penalty: 4677.696777
	Iteration 23Q: 3 clusters Score -1449480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1449519.000000 Penalty: 4677.696777
	Iteration 24Q: 3 clusters Score -1449519 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1449563.500000 Penalty: 4677.696777
	Iteration 25Q: 3 clusters Score -1449564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1449605.125000 Penalty: 4677.696777
	Iteration 26Q: 3 clusters Score -1449605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1449638.250000 Penalty: 4677.696777
	Iteration 27Q: 3 clusters Score -1449638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1449660.625000 Penalty: 4677.696777
	Iteration 28Q: 3 clusters Score -1449661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1449666.000000 Penalty: 4677.696777
	Iteration 29Q: 3 clusters Score -1449666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1449677.750000 Penalty: 4677.696777
	Iteration 30Q: 3 clusters Score -1449678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1449684.250000 Penalty: 4677.696777
	Iteration 31Q: 3 clusters Score -1449684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1449686.250000 Penalty: 4677.696777
	Iteration 32Q: 3 clusters Score -1449686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1449688.000000 Penalty: 4677.696777
	Iteration 33Q: 3 clusters Score -1449688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1449688.750000 Penalty: 4677.696777
	Iteration 34Q: 3 clusters Score -1449689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1449686.375000 Penalty: 4677.696777
	Iteration 35Q: 3 clusters Score -1449686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1449693.750000 Penalty: 4677.696777
	Iteration 36Q: 3 clusters Score -1449694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1449696.250000 Penalty: 4677.696777
	Iteration 37Q: 3 clusters Score -1449696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1449696.625000 Penalty: 4677.696777
	Iteration 38Q: 3 clusters Score -1449697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1449697.625000 Penalty: 4677.696777
	Iteration 39Q: 3 clusters Score -1449698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1449697.750000 Penalty: 4677.696777
	Iteration 40F: 3 clusters Score -1449698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1449699.000000 Penalty: 4677.696777
	Iteration 41Q: 3 clusters Score -1449699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1449701.875000 Penalty: 4677.696777
	Iteration 42Q: 3 clusters Score -1449702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1449700.125000 Penalty: 4677.696777
	Iteration 43Q: 3 clusters Score -1449700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1449700.375000 Penalty: 4677.696777
	Iteration 44Q: 3 clusters Score -1449700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1449701.375000 Penalty: 4677.696777
	Iteration 45Q: 3 clusters Score -1449701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1449704.125000 Penalty: 4677.696777
	Iteration 46Q: 3 clusters Score -1449704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1449702.250000 Penalty: 4677.696777
	Iteration 47Q: 3 clusters Score -1449702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1449702.500000 Penalty: 4677.696777
	Iteration 48Q: 3 clusters Score -1449702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1449705.250000 Penalty: 4677.696777
	Iteration 49Q: 3 clusters Score -1449705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1449707.750000 Penalty: 4677.696777
	Iteration 50Q: 3 clusters Score -1449708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1449709.375000 Penalty: 4677.696777
	Iteration 51Q: 3 clusters Score -1449709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1449705.250000 Penalty: 4677.696777
	Iteration 52Q: 3 clusters Score -1449705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1449705.250000 Penalty: 4677.696777
	Iteration 53F: 3 clusters Score -1449705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -593364.437500 Penalty: 2114.878906
	Iteration 0F: 2 clusters Score -593364.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -588854.750000 Penalty: 4229.757812
	Iteration 0F: 3 clusters Score -588854.8 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -590033.062500 Penalty: 4229.757812
	Iteration 1F: 3 clusters Score -590033.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -590404.187500 Penalty: 4229.757812
	Iteration 2F: 3 clusters Score -590404.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -590738.812500 Penalty: 4229.757812
	Iteration 3F: 3 clusters Score -590738.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -590933.437500 Penalty: 4229.757812
	Iteration 4F: 3 clusters Score -590933.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -591071.750000 Penalty: 4229.757812
	Iteration 5Q: 3 clusters Score -591071.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -591192.000000 Penalty: 4229.757812
	Iteration 6Q: 3 clusters Score -591192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -591285.687500 Penalty: 4229.757812
	Iteration 7Q: 3 clusters Score -591285.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -591359.312500 Penalty: 4229.757812
	Iteration 8Q: 3 clusters Score -591359.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -591429.312500 Penalty: 4229.757812
	Iteration 9Q: 3 clusters Score -591429.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -591503.125000 Penalty: 4229.757812
	Iteration 10Q: 3 clusters Score -591503.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -591583.750000 Penalty: 4229.757812
	Iteration 11Q: 3 clusters Score -591583.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -591676.125000 Penalty: 4229.757812
	Iteration 12Q: 3 clusters Score -591676.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -591757.625000 Penalty: 4229.757812
	Iteration 13Q: 3 clusters Score -591757.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -591806.625000 Penalty: 4229.757812
	Iteration 14Q: 3 clusters Score -591806.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -591843.437500 Penalty: 4229.757812
	Iteration 15Q: 3 clusters Score -591843.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -591870.812500 Penalty: 4229.757812
	Iteration 16Q: 3 clusters Score -591870.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -591895.687500 Penalty: 4229.757812
	Iteration 17Q: 3 clusters Score -591895.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -591921.687500 Penalty: 4229.757812
	Iteration 18Q: 3 clusters Score -591921.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -591942.000000 Penalty: 4229.757812
	Iteration 19Q: 3 clusters Score -591942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -591956.375000 Penalty: 4229.757812
	Iteration 20F: 3 clusters Score -591956.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -591965.562500 Penalty: 4229.757812
	Iteration 21Q: 3 clusters Score -591965.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -591972.937500 Penalty: 4229.757812
	Iteration 22Q: 3 clusters Score -591972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -591976.687500 Penalty: 4229.757812
	Iteration 23Q: 3 clusters Score -591976.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -591983.000000 Penalty: 4229.757812
	Iteration 24Q: 3 clusters Score -591983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -591986.437500 Penalty: 4229.757812
	Iteration 25Q: 3 clusters Score -591986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -591988.687500 Penalty: 4229.757812
	Iteration 26Q: 3 clusters Score -591988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -591992.062500 Penalty: 4229.757812
	Iteration 27Q: 3 clusters Score -591992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -591993.937500 Penalty: 4229.757812
	Iteration 28Q: 3 clusters Score -591993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -591993.875000 Penalty: 4229.757812
	Iteration 29Q: 3 clusters Score -591993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -591995.375000 Penalty: 4229.757812
	Iteration 30Q: 3 clusters Score -591995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -591996.375000 Penalty: 4229.757812
	Iteration 31Q: 3 clusters Score -591996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -591997.062500 Penalty: 4229.757812
	Iteration 32Q: 3 clusters Score -591997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -591997.062500 Penalty: 4229.757812
	Iteration 33F: 3 clusters Score -591997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Entering Unmasked Estep 
Score: -20338422.000000 Penalty: 2982.195557
	Iteration 0F: 2 clusters Score -2.033842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -20227882.000000 Penalty: 5964.391113
	Iteration 0F: 3 clusters Score -2.022788e+07 nChanged 80009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -20275012.000000 Penalty: 5964.391113
	Iteration 1F: 3 clusters Score -2.027501e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -20277396.000000 Penalty: 5964.391113
	Iteration 2Q: 3 clusters Score -2.02774e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -20281310.000000 Penalty: 5964.391113
	Iteration 3Q: 3 clusters Score -2.028131e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -20286296.000000 Penalty: 5964.391113
	Iteration 4F: 3 clusters Score -2.02863e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -20292140.000000 Penalty: 5964.391113
	Iteration 5F: 3 clusters Score -2.029214e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -20297330.000000 Penalty: 5964.391113
	Iteration 6F: 3 clusters Score -2.029733e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -20301342.000000 Penalty: 5964.391113
	Iteration 7F: 3 clusters Score -2.030134e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103377 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -20303874.000000 Penalty: 5964.391113
	Iteration 8Q: 3 clusters Score -2.030387e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106608 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -20305536.000000 Penalty: 5964.391113
	Iteration 9Q: 3 clusters Score -2.030554e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -20306840.000000 Penalty: 5964.391113
	Iteration 10Q: 3 clusters Score -2.030684e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -20307896.000000 Penalty: 5964.391113
	Iteration 11Q: 3 clusters Score -2.03079e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118257 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -20309264.000000 Penalty: 5964.391113
	Iteration 12Q: 3 clusters Score -2.030926e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -20311244.000000 Penalty: 5964.391113
	Iteration 13Q: 3 clusters Score -2.031124e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -20313742.000000 Penalty: 5964.391113
	Iteration 14Q: 3 clusters Score -2.031374e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -20316726.000000 Penalty: 5964.391113
	Iteration 15Q: 3 clusters Score -2.031673e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141616 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -20320144.000000 Penalty: 5964.391113
	Iteration 16Q: 3 clusters Score -2.032014e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148025 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -20324188.000000 Penalty: 5964.391113
	Iteration 17Q: 3 clusters Score -2.032419e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -20327936.000000 Penalty: 5964.391113
	Iteration 18Q: 3 clusters Score -2.032794e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -20330854.000000 Penalty: 5964.391113
	Iteration 19Q: 3 clusters Score -2.033085e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161695 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -20333142.000000 Penalty: 5964.391113
	Iteration 20F: 3 clusters Score -2.033314e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163771 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -20334480.000000 Penalty: 5964.391113
	Iteration 21Q: 3 clusters Score -2.033448e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -20335146.000000 Penalty: 5964.391113
	Iteration 22Q: 3 clusters Score -2.033515e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -20335498.000000 Penalty: 5964.391113
	Iteration 23Q: 3 clusters Score -2.03355e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165827 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20335692.000000 Penalty: 5964.391113
	Iteration 24Q: 3 clusters Score -2.033569e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166008 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20335812.000000 Penalty: 5964.391113
	Iteration 25Q: 3 clusters Score -2.033581e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166108 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20335898.000000 Penalty: 5964.391113
	Iteration 26Q: 3 clusters Score -2.03359e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166167 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20335934.000000 Penalty: 5964.391113
	Iteration 27Q: 3 clusters Score -2.033593e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20335994.000000 Penalty: 5964.391113
	Iteration 28Q: 3 clusters Score -2.033599e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166246 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20336030.000000 Penalty: 5964.391113
	Iteration 29Q: 3 clusters Score -2.033603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -20336052.000000 Penalty: 5964.391113
	Iteration 30Q: 3 clusters Score -2.033605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20336086.000000 Penalty: 5964.391113
	Iteration 31Q: 3 clusters Score -2.033609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20336118.000000 Penalty: 5964.391113
	Iteration 32Q: 3 clusters Score -2.033612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20336140.000000 Penalty: 5964.391113
	Iteration 33Q: 3 clusters Score -2.033614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20336152.000000 Penalty: 5964.391113
	Iteration 34Q: 3 clusters Score -2.033615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20336150.000000 Penalty: 5964.391113
	Iteration 35Q: 3 clusters Score -2.033615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -20336166.000000 Penalty: 5964.391113
	Iteration 36Q: 3 clusters Score -2.033617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20336158.000000 Penalty: 5964.391113
	Iteration 37Q: 3 clusters Score -2.033616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166368 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20336162.000000 Penalty: 5964.391113
	Iteration 38Q: 3 clusters Score -2.033616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20336176.000000 Penalty: 5964.391113
	Iteration 39Q: 3 clusters Score -2.033618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20336186.000000 Penalty: 5964.391113
	Iteration 40F: 3 clusters Score -2.033619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20336172.000000 Penalty: 5964.391113
	Iteration 41Q: 3 clusters Score -2.033617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20336170.000000 Penalty: 5964.391113
	Iteration 42Q: 3 clusters Score -2.033617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20336174.000000 Penalty: 5964.391113
	Iteration 43Q: 3 clusters Score -2.033617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20336174.000000 Penalty: 5964.391113
	Iteration 44F: 3 clusters Score -2.033617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -1945488.625000 Penalty: 2410.004395
	Iteration 0F: 2 clusters Score -1945489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1933625.250000 Penalty: 4820.008789
	Iteration 0F: 3 clusters Score -1933625 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1937529.125000 Penalty: 4820.008789
	Iteration 1F: 3 clusters Score -1937529 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1938221.750000 Penalty: 4820.008789
	Iteration 2F: 3 clusters Score -1938222 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1939050.250000 Penalty: 4820.008789
	Iteration 3F: 3 clusters Score -1939050 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1939755.125000 Penalty: 4820.008789
	Iteration 4F: 3 clusters Score -1939755 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1940366.750000 Penalty: 4820.008789
	Iteration 5F: 3 clusters Score -1940367 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1940984.875000 Penalty: 4820.008789
	Iteration 6F: 3 clusters Score -1940985 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1941645.000000 Penalty: 4820.008789
	Iteration 7F: 3 clusters Score -1941645 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1942227.250000 Penalty: 4820.008789
	Iteration 8F: 3 clusters Score -1942227 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1942696.750000 Penalty: 4820.008789
	Iteration 9Q: 3 clusters Score -1942697 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1943169.750000 Penalty: 4820.008789
	Iteration 10Q: 3 clusters Score -1943170 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1943589.250000 Penalty: 4820.008789
	Iteration 11Q: 3 clusters Score -1943589 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1943972.625000 Penalty: 4820.008789
	Iteration 12Q: 3 clusters Score -1943973 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1944292.500000 Penalty: 4820.008789
	Iteration 13Q: 3 clusters Score -1944292 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1944484.750000 Penalty: 4820.008789
	Iteration 14Q: 3 clusters Score -1944485 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1944618.000000 Penalty: 4820.008789
	Iteration 15Q: 3 clusters Score -1944618 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1944700.500000 Penalty: 4820.008789
	Iteration 16Q: 3 clusters Score -1944700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1944741.875000 Penalty: 4820.008789
	Iteration 17Q: 3 clusters Score -1944742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1944775.500000 Penalty: 4820.008789
	Iteration 18Q: 3 clusters Score -1944776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1944807.625000 Penalty: 4820.008789
	Iteration 19Q: 3 clusters Score -1944808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1944837.000000 Penalty: 4820.008789
	Iteration 20F: 3 clusters Score -1944837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1944856.750000 Penalty: 4820.008789
	Iteration 21Q: 3 clusters Score -1944857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1944871.875000 Penalty: 4820.008789
	Iteration 22Q: 3 clusters Score -1944872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1944879.250000 Penalty: 4820.008789
	Iteration 23Q: 3 clusters Score -1944879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1944883.125000 Penalty: 4820.008789
	Iteration 24Q: 3 clusters Score -1944883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1944894.625000 Penalty: 4820.008789
	Iteration 25Q: 3 clusters Score -1944895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1944897.875000 Penalty: 4820.008789
	Iteration 26Q: 3 clusters Score -1944898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1944902.375000 Penalty: 4820.008789
	Iteration 27Q: 3 clusters Score -1944902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1944904.625000 Penalty: 4820.008789
	Iteration 28Q: 3 clusters Score -1944905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1944907.500000 Penalty: 4820.008789
	Iteration 29Q: 3 clusters Score -1944908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1944907.375000 Penalty: 4820.008789
	Iteration 30Q: 3 clusters Score -1944907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1944910.000000 Penalty: 4820.008789
	Iteration 31Q: 3 clusters Score -1944910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1944911.125000 Penalty: 4820.008789
	Iteration 32Q: 3 clusters Score -1944911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1944912.000000 Penalty: 4820.008789
	Iteration 33Q: 3 clusters Score -1944912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1944912.250000 Penalty: 4820.008789
	Iteration 34Q: 3 clusters Score -1944912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1944914.500000 Penalty: 4820.008789
	Iteration 35Q: 3 clusters Score -1944914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1944912.625000 Penalty: 4820.008789
	Iteration 36Q: 3 clusters Score -1944913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1944912.625000 Penalty: 4820.008789
	Iteration 37F: 3 clusters Score -1944913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Entering Unmasked Estep 
Score: -3586661.250000 Penalty: 2550.120850
	Iteration 0F: 2 clusters Score -3586661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3566613.500000 Penalty: 5100.241699
	Iteration 0F: 3 clusters Score -3566614 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3573629.250000 Penalty: 5100.241699
	Iteration 1F: 3 clusters Score -3573629 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3574098.250000 Penalty: 5100.241699
	Iteration 2Q: 3 clusters Score -3574098 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3574561.500000 Penalty: 5100.241699
	Iteration 3Q: 3 clusters Score -3574562 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3574967.500000 Penalty: 5100.241699
	Iteration 4Q: 3 clusters Score -3574968 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3575301.000000 Penalty: 5100.241699
	Iteration 5Q: 3 clusters Score -3575301 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3575610.500000 Penalty: 5100.241699
	Iteration 6Q: 3 clusters Score -3575610 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3575938.000000 Penalty: 5100.241699
	Iteration 7Q: 3 clusters Score -3575938 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3576304.250000 Penalty: 5100.241699
	Iteration 8Q: 3 clusters Score -3576304 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3576713.000000 Penalty: 5100.241699
	Iteration 9Q: 3 clusters Score -3576713 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3577267.750000 Penalty: 5100.241699
	Iteration 10Q: 3 clusters Score -3577268 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3578080.000000 Penalty: 5100.241699
	Iteration 11Q: 3 clusters Score -3578080 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3579182.750000 Penalty: 5100.241699
	Iteration 12F: 3 clusters Score -3579183 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3580520.000000 Penalty: 5100.241699
	Iteration 13F: 3 clusters Score -3580520 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3581901.500000 Penalty: 5100.241699
	Iteration 14F: 3 clusters Score -3581902 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3583062.750000 Penalty: 5100.241699
	Iteration 15Q: 3 clusters Score -3583063 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3583757.750000 Penalty: 5100.241699
	Iteration 16Q: 3 clusters Score -3583758 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3584128.000000 Penalty: 5100.241699
	Iteration 17Q: 3 clusters Score -3584128 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3584316.250000 Penalty: 5100.241699
	Iteration 18Q: 3 clusters Score -3584316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3584460.000000 Penalty: 5100.241699
	Iteration 19Q: 3 clusters Score -3584460 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3584544.500000 Penalty: 5100.241699
	Iteration 20F: 3 clusters Score -3584544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3584590.250000 Penalty: 5100.241699
	Iteration 21Q: 3 clusters Score -3584590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3584616.000000 Penalty: 5100.241699
	Iteration 22Q: 3 clusters Score -3584616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3584632.750000 Penalty: 5100.241699
	Iteration 23Q: 3 clusters Score -3584633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3584642.750000 Penalty: 5100.241699
	Iteration 24Q: 3 clusters Score -3584643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3584645.000000 Penalty: 5100.241699
	Iteration 25Q: 3 clusters Score -3584645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3584650.000000 Penalty: 5100.241699
	Iteration 26Q: 3 clusters Score -3584650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3584649.500000 Penalty: 5100.241699
	Iteration 27Q: 3 clusters Score -3584650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3584657.000000 Penalty: 5100.241699
	Iteration 28Q: 3 clusters Score -3584657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3584663.750000 Penalty: 5100.241699
	Iteration 29Q: 3 clusters Score -3584664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3584665.750000 Penalty: 5100.241699
	Iteration 30Q: 3 clusters Score -3584666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3584666.750000 Penalty: 5100.241699
	Iteration 31Q: 3 clusters Score -3584667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3584665.000000 Penalty: 5100.241699
	Iteration 32Q: 3 clusters Score -3584665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3584669.000000 Penalty: 5100.241699
	Iteration 33Q: 3 clusters Score -3584669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3584670.250000 Penalty: 5100.241699
	Iteration 34Q: 3 clusters Score -3584670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3584671.000000 Penalty: 5100.241699
	Iteration 35Q: 3 clusters Score -3584671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3584673.250000 Penalty: 5100.241699
	Iteration 36Q: 3 clusters Score -3584673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3584676.250000 Penalty: 5100.241699
	Iteration 37Q: 3 clusters Score -3584676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3584678.500000 Penalty: 5100.241699
	Iteration 38Q: 3 clusters Score -3584678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3584680.500000 Penalty: 5100.241699
	Iteration 39Q: 3 clusters Score -3584680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3584680.000000 Penalty: 5100.241699
	Iteration 40F: 3 clusters Score -3584680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Entering Unmasked Estep 
Score: -2380007.250000 Penalty: 2447.473389
	Iteration 0F: 2 clusters Score -2380007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2366346.500000 Penalty: 4894.946777
	Iteration 0F: 3 clusters Score -2366346 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2370748.500000 Penalty: 4894.946777
	Iteration 1F: 3 clusters Score -2370748 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2371180.250000 Penalty: 4894.946777
	Iteration 2F: 3 clusters Score -2371180 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2371517.000000 Penalty: 4894.946777
	Iteration 3Q: 3 clusters Score -2371517 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2371791.500000 Penalty: 4894.946777
	Iteration 4Q: 3 clusters Score -2371792 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2372055.000000 Penalty: 4894.946777
	Iteration 5Q: 3 clusters Score -2372055 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2372336.000000 Penalty: 4894.946777
	Iteration 6Q: 3 clusters Score -2372336 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2372619.250000 Penalty: 4894.946777
	Iteration 7Q: 3 clusters Score -2372619 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2372980.250000 Penalty: 4894.946777
	Iteration 8Q: 3 clusters Score -2372980 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2373432.500000 Penalty: 4894.946777
	Iteration 9Q: 3 clusters Score -2373432 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2374008.250000 Penalty: 4894.946777
	Iteration 10Q: 3 clusters Score -2374008 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2374662.250000 Penalty: 4894.946777
	Iteration 11F: 3 clusters Score -2374662 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2375336.750000 Penalty: 4894.946777
	Iteration 12Q: 3 clusters Score -2375337 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2375975.250000 Penalty: 4894.946777
	Iteration 13Q: 3 clusters Score -2375975 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2376498.750000 Penalty: 4894.946777
	Iteration 14Q: 3 clusters Score -2376499 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2376885.750000 Penalty: 4894.946777
	Iteration 15Q: 3 clusters Score -2376886 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2377179.500000 Penalty: 4894.946777
	Iteration 16Q: 3 clusters Score -2377180 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2377399.500000 Penalty: 4894.946777
	Iteration 17Q: 3 clusters Score -2377400 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2377559.750000 Penalty: 4894.946777
	Iteration 18Q: 3 clusters Score -2377560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2377668.500000 Penalty: 4894.946777
	Iteration 19Q: 3 clusters Score -2377668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2377739.750000 Penalty: 4894.946777
	Iteration 20F: 3 clusters Score -2377740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2377776.750000 Penalty: 4894.946777
	Iteration 21Q: 3 clusters Score -2377777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2377817.500000 Penalty: 4894.946777
	Iteration 22Q: 3 clusters Score -2377818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2377835.750000 Penalty: 4894.946777
	Iteration 23Q: 3 clusters Score -2377836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2377848.000000 Penalty: 4894.946777
	Iteration 24Q: 3 clusters Score -2377848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2377863.000000 Penalty: 4894.946777
	Iteration 25Q: 3 clusters Score -2377863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2377876.500000 Penalty: 4894.946777
	Iteration 26Q: 3 clusters Score -2377876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2377883.500000 Penalty: 4894.946777
	Iteration 27Q: 3 clusters Score -2377884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2377885.500000 Penalty: 4894.946777
	Iteration 28Q: 3 clusters Score -2377886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2377888.500000 Penalty: 4894.946777
	Iteration 29Q: 3 clusters Score -2377888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2377888.750000 Penalty: 4894.946777
	Iteration 30Q: 3 clusters Score -2377889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2377894.500000 Penalty: 4894.946777
	Iteration 31Q: 3 clusters Score -2377894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2377894.750000 Penalty: 4894.946777
	Iteration 32Q: 3 clusters Score -2377895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2377895.750000 Penalty: 4894.946777
	Iteration 33Q: 3 clusters Score -2377896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2377898.000000 Penalty: 4894.946777
	Iteration 34Q: 3 clusters Score -2377898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2377907.500000 Penalty: 4894.946777
	Iteration 35Q: 3 clusters Score -2377908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2377907.500000 Penalty: 4894.946777
	Iteration 36Q: 3 clusters Score -2377908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2377907.500000 Penalty: 4894.946777
	Iteration 37F: 3 clusters Score -2377908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Entering Unmasked Estep 
Score: -1064134.750000 Penalty: 2250.821777
	Iteration 0F: 2 clusters Score -1064135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1057344.500000 Penalty: 4501.643555
	Iteration 0F: 3 clusters Score -1057344 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1059274.000000 Penalty: 4501.643555
	Iteration 1F: 3 clusters Score -1059274 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1059661.500000 Penalty: 4501.643555
	Iteration 2F: 3 clusters Score -1059662 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1059952.375000 Penalty: 4501.643555
	Iteration 3F: 3 clusters Score -1059952 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1060203.625000 Penalty: 4501.643555
	Iteration 4F: 3 clusters Score -1060204 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1060428.250000 Penalty: 4501.643555
	Iteration 5Q: 3 clusters Score -1060428 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1060650.125000 Penalty: 4501.643555
	Iteration 6Q: 3 clusters Score -1060650 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1060869.125000 Penalty: 4501.643555
	Iteration 7Q: 3 clusters Score -1060869 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1061067.375000 Penalty: 4501.643555
	Iteration 8Q: 3 clusters Score -1061067 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1061250.000000 Penalty: 4501.643555
	Iteration 9Q: 3 clusters Score -1061250 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1061403.250000 Penalty: 4501.643555
	Iteration 10Q: 3 clusters Score -1061403 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1061550.125000 Penalty: 4501.643555
	Iteration 11Q: 3 clusters Score -1061550 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1061706.250000 Penalty: 4501.643555
	Iteration 12Q: 3 clusters Score -1061706 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1061854.250000 Penalty: 4501.643555
	Iteration 13Q: 3 clusters Score -1061854 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1061992.125000 Penalty: 4501.643555
	Iteration 14Q: 3 clusters Score -1061992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1062129.500000 Penalty: 4501.643555
	Iteration 15Q: 3 clusters Score -1062130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1062236.625000 Penalty: 4501.643555
	Iteration 16Q: 3 clusters Score -1062237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1062324.875000 Penalty: 4501.643555
	Iteration 17Q: 3 clusters Score -1062325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1062384.000000 Penalty: 4501.643555
	Iteration 18Q: 3 clusters Score -1062384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1062435.250000 Penalty: 4501.643555
	Iteration 19Q: 3 clusters Score -1062435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1062465.250000 Penalty: 4501.643555
	Iteration 20F: 3 clusters Score -1062465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1062499.000000 Penalty: 4501.643555
	Iteration 21Q: 3 clusters Score -1062499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1062518.000000 Penalty: 4501.643555
	Iteration 22Q: 3 clusters Score -1062518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1062541.625000 Penalty: 4501.643555
	Iteration 23Q: 3 clusters Score -1062542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1062557.875000 Penalty: 4501.643555
	Iteration 24Q: 3 clusters Score -1062558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1062570.250000 Penalty: 4501.643555
	Iteration 25Q: 3 clusters Score -1062570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1062578.750000 Penalty: 4501.643555
	Iteration 26Q: 3 clusters Score -1062579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1062580.750000 Penalty: 4501.643555
	Iteration 27Q: 3 clusters Score -1062581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1062588.875000 Penalty: 4501.643555
	Iteration 28Q: 3 clusters Score -1062589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1062599.000000 Penalty: 4501.643555
	Iteration 29Q: 3 clusters Score -1062599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1062607.000000 Penalty: 4501.643555
	Iteration 30Q: 3 clusters Score -1062607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1062615.750000 Penalty: 4501.643555
	Iteration 31Q: 3 clusters Score -1062616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1062625.125000 Penalty: 4501.643555
	Iteration 32Q: 3 clusters Score -1062625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1062626.750000 Penalty: 4501.643555
	Iteration 33Q: 3 clusters Score -1062627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1062629.875000 Penalty: 4501.643555
	Iteration 34Q: 3 clusters Score -1062630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1062630.000000 Penalty: 4501.643555
	Iteration 35Q: 3 clusters Score -1062630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1062635.375000 Penalty: 4501.643555
	Iteration 36Q: 3 clusters Score -1062635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1062636.500000 Penalty: 4501.643555
	Iteration 37Q: 3 clusters Score -1062636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1062636.500000 Penalty: 4501.643555
	Iteration 38F: 3 clusters Score -1062636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Entering Unmasked Estep 
Score: -1532669.500000 Penalty: 2345.501953
	Iteration 0F: 2 clusters Score -1532670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1523215.875000 Penalty: 4691.003906
	Iteration 0F: 3 clusters Score -1523216 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1526095.375000 Penalty: 4691.003906
	Iteration 1F: 3 clusters Score -1526095 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1526456.500000 Penalty: 4691.003906
	Iteration 2F: 3 clusters Score -1526456 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1526773.625000 Penalty: 4691.003906
	Iteration 3F: 3 clusters Score -1526774 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1527044.375000 Penalty: 4691.003906
	Iteration 4Q: 3 clusters Score -1527044 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1527347.375000 Penalty: 4691.003906
	Iteration 5Q: 3 clusters Score -1527347 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1527733.125000 Penalty: 4691.003906
	Iteration 6Q: 3 clusters Score -1527733 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1528204.750000 Penalty: 4691.003906
	Iteration 7F: 3 clusters Score -1528205 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1528672.875000 Penalty: 4691.003906
	Iteration 8F: 3 clusters Score -1528673 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1529149.625000 Penalty: 4691.003906
	Iteration 9F: 3 clusters Score -1529150 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1529580.250000 Penalty: 4691.003906
	Iteration 10F: 3 clusters Score -1529580 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1529954.500000 Penalty: 4691.003906
	Iteration 11Q: 3 clusters Score -1529954 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1530256.125000 Penalty: 4691.003906
	Iteration 12Q: 3 clusters Score -1530256 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1530495.875000 Penalty: 4691.003906
	Iteration 13Q: 3 clusters Score -1530496 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1530707.500000 Penalty: 4691.003906
	Iteration 14Q: 3 clusters Score -1530708 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1530891.000000 Penalty: 4691.003906
	Iteration 15Q: 3 clusters Score -1530891 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1531058.000000 Penalty: 4691.003906
	Iteration 16Q: 3 clusters Score -1531058 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1531194.000000 Penalty: 4691.003906
	Iteration 17Q: 3 clusters Score -1531194 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1531301.750000 Penalty: 4691.003906
	Iteration 18Q: 3 clusters Score -1531302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1531383.250000 Penalty: 4691.003906
	Iteration 19Q: 3 clusters Score -1531383 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1531439.750000 Penalty: 4691.003906
	Iteration 20F: 3 clusters Score -1531440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1531474.750000 Penalty: 4691.003906
	Iteration 21Q: 3 clusters Score -1531475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1531498.625000 Penalty: 4691.003906
	Iteration 22Q: 3 clusters Score -1531499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1531517.750000 Penalty: 4691.003906
	Iteration 23Q: 3 clusters Score -1531518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1531532.250000 Penalty: 4691.003906
	Iteration 24Q: 3 clusters Score -1531532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1531549.625000 Penalty: 4691.003906
	Iteration 25Q: 3 clusters Score -1531550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1531557.250000 Penalty: 4691.003906
	Iteration 26Q: 3 clusters Score -1531557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1531569.875000 Penalty: 4691.003906
	Iteration 27Q: 3 clusters Score -1531570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1531580.500000 Penalty: 4691.003906
	Iteration 28Q: 3 clusters Score -1531580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1531590.000000 Penalty: 4691.003906
	Iteration 29Q: 3 clusters Score -1531590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1531600.250000 Penalty: 4691.003906
	Iteration 30Q: 3 clusters Score -1531600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1531604.375000 Penalty: 4691.003906
	Iteration 31Q: 3 clusters Score -1531604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1531615.875000 Penalty: 4691.003906
	Iteration 32Q: 3 clusters Score -1531616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1531621.250000 Penalty: 4691.003906
	Iteration 33Q: 3 clusters Score -1531621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1531627.875000 Penalty: 4691.003906
	Iteration 34Q: 3 clusters Score -1531628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1531634.500000 Penalty: 4691.003906
	Iteration 35Q: 3 clusters Score -1531634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1531645.125000 Penalty: 4691.003906
	Iteration 36Q: 3 clusters Score -1531645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1531646.375000 Penalty: 4691.003906
	Iteration 37Q: 3 clusters Score -1531646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1531652.500000 Penalty: 4691.003906
	Iteration 38Q: 3 clusters Score -1531652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1531656.500000 Penalty: 4691.003906
	Iteration 39Q: 3 clusters Score -1531656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1531655.750000 Penalty: 4691.003906
	Iteration 40F: 3 clusters Score -1531656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1531657.750000 Penalty: 4691.003906
	Iteration 41Q: 3 clusters Score -1531658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1531661.125000 Penalty: 4691.003906
	Iteration 42Q: 3 clusters Score -1531661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1531658.750000 Penalty: 4691.003906
	Iteration 43Q: 3 clusters Score -1531659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1531661.375000 Penalty: 4691.003906
	Iteration 44Q: 3 clusters Score -1531661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1531662.500000 Penalty: 4691.003906
	Iteration 45Q: 3 clusters Score -1531662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1531667.250000 Penalty: 4691.003906
	Iteration 46Q: 3 clusters Score -1531667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1531677.250000 Penalty: 4691.003906
	Iteration 47Q: 3 clusters Score -1531677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1531679.250000 Penalty: 4691.003906
	Iteration 48Q: 3 clusters Score -1531679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1531687.000000 Penalty: 4691.003906
	Iteration 49Q: 3 clusters Score -1531687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1531693.500000 Penalty: 4691.003906
	Iteration 50Q: 3 clusters Score -1531694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1531699.375000 Penalty: 4691.003906
	Iteration 51Q: 3 clusters Score -1531699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1531704.000000 Penalty: 4691.003906
	Iteration 52Q: 3 clusters Score -1531704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1531708.500000 Penalty: 4691.003906
	Iteration 53Q: 3 clusters Score -1531708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1531715.875000 Penalty: 4691.003906
	Iteration 54Q: 3 clusters Score -1531716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1531724.250000 Penalty: 4691.003906
	Iteration 55Q: 3 clusters Score -1531724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1531726.625000 Penalty: 4691.003906
	Iteration 56Q: 3 clusters Score -1531727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1531730.375000 Penalty: 4691.003906
	Iteration 57Q: 3 clusters Score -1531730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1531735.125000 Penalty: 4691.003906
	Iteration 58Q: 3 clusters Score -1531735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1531736.250000 Penalty: 4691.003906
	Iteration 59Q: 3 clusters Score -1531736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1531738.000000 Penalty: 4691.003906
	Iteration 60F: 3 clusters Score -1531738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1531739.375000 Penalty: 4691.003906
	Iteration 61Q: 3 clusters Score -1531739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1531741.500000 Penalty: 4691.003906
	Iteration 62Q: 3 clusters Score -1531742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1531745.375000 Penalty: 4691.003906
	Iteration 63Q: 3 clusters Score -1531745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1531747.875000 Penalty: 4691.003906
	Iteration 64Q: 3 clusters Score -1531748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1531748.250000 Penalty: 4691.003906
	Iteration 65Q: 3 clusters Score -1531748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1531751.250000 Penalty: 4691.003906
	Iteration 66Q: 3 clusters Score -1531751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1531753.250000 Penalty: 4691.003906
	Iteration 67Q: 3 clusters Score -1531753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1531750.375000 Penalty: 4691.003906
	Iteration 68Q: 3 clusters Score -1531750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1531750.375000 Penalty: 4691.003906
	Iteration 69F: 3 clusters Score -1531750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174822 members 
Entering Unmasked Estep 
Score: -21464408.000000 Penalty: 2993.737793
	Iteration 0F: 2 clusters Score -2.146441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -21349914.000000 Penalty: 5987.475586
	Iteration 0F: 3 clusters Score -2.134991e+07 nChanged 83852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -21398706.000000 Penalty: 5987.475586
	Iteration 1F: 3 clusters Score -2.139871e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -21399882.000000 Penalty: 5987.475586
	Iteration 2Q: 3 clusters Score -2.139988e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -21401306.000000 Penalty: 5987.475586
	Iteration 3Q: 3 clusters Score -2.140131e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -21403166.000000 Penalty: 5987.475586
	Iteration 4Q: 3 clusters Score -2.140317e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -21405800.000000 Penalty: 5987.475586
	Iteration 5Q: 3 clusters Score -2.14058e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -21409592.000000 Penalty: 5987.475586
	Iteration 6Q: 3 clusters Score -2.140959e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -21415090.000000 Penalty: 5987.475586
	Iteration 7F: 3 clusters Score -2.141509e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
Score: -21422434.000000 Penalty: 5987.475586
	Iteration 8F: 3 clusters Score -2.142243e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -21431162.000000 Penalty: 5987.475586
	Iteration 9F: 3 clusters Score -2.143116e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -21438772.000000 Penalty: 5987.475586
	Iteration 10F: 3 clusters Score -2.143877e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 112861 members 
Entering Unmasked Estep 
Score: -21443304.000000 Penalty: 5987.475586
	Iteration 11Q: 3 clusters Score -2.14433e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 115512 members 
Entering Unmasked Estep 
Score: -21445904.000000 Penalty: 5987.475586
	Iteration 12Q: 3 clusters Score -2.14459e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 117995 members 
Entering Unmasked Estep 
Score: -21447224.000000 Penalty: 5987.475586
	Iteration 13Q: 3 clusters Score -2.144722e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 120439 members 
Entering Unmasked Estep 
Score: -21448304.000000 Penalty: 5987.475586
	Iteration 14Q: 3 clusters Score -2.14483e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -21449128.000000 Penalty: 5987.475586
	Iteration 15Q: 3 clusters Score -2.144913e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 125276 members 
Entering Unmasked Estep 
Score: -21450006.000000 Penalty: 5987.475586
	Iteration 16Q: 3 clusters Score -2.145001e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -21450928.000000 Penalty: 5987.475586
	Iteration 17Q: 3 clusters Score -2.145093e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -21451614.000000 Penalty: 5987.475586
	Iteration 18Q: 3 clusters Score -2.145161e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
Score: -21452238.000000 Penalty: 5987.475586
	Iteration 19Q: 3 clusters Score -2.145224e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -21452844.000000 Penalty: 5987.475586
	Iteration 20F: 3 clusters Score -2.145284e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 136606 members 
Entering Unmasked Estep 
Score: -21453504.000000 Penalty: 5987.475586
	Iteration 21Q: 3 clusters Score -2.14535e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 138870 members 
Entering Unmasked Estep 
Score: -21454248.000000 Penalty: 5987.475586
	Iteration 22Q: 3 clusters Score -2.145425e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
Score: -21455128.000000 Penalty: 5987.475586
	Iteration 23Q: 3 clusters Score -2.145513e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 143359 members 
Entering Unmasked Estep 
Score: -21455978.000000 Penalty: 5987.475586
	Iteration 24Q: 3 clusters Score -2.145598e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -21456936.000000 Penalty: 5987.475586
	Iteration 25Q: 3 clusters Score -2.145694e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -21457874.000000 Penalty: 5987.475586
	Iteration 26Q: 3 clusters Score -2.145787e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -21458540.000000 Penalty: 5987.475586
	Iteration 27Q: 3 clusters Score -2.145854e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -21459252.000000 Penalty: 5987.475586
	Iteration 28Q: 3 clusters Score -2.145925e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -21459746.000000 Penalty: 5987.475586
	Iteration 29Q: 3 clusters Score -2.145975e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -21460200.000000 Penalty: 5987.475586
	Iteration 30Q: 3 clusters Score -2.14602e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 155497 members 
Entering Unmasked Estep 
Score: -21460522.000000 Penalty: 5987.475586
	Iteration 31Q: 3 clusters Score -2.146052e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 156678 members 
Entering Unmasked Estep 
Score: -21460858.000000 Penalty: 5987.475586
	Iteration 32Q: 3 clusters Score -2.146086e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 157773 members 
Entering Unmasked Estep 
Score: -21461188.000000 Penalty: 5987.475586
	Iteration 33Q: 3 clusters Score -2.146119e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 158826 members 
Entering Unmasked Estep 
Score: -21461390.000000 Penalty: 5987.475586
	Iteration 34Q: 3 clusters Score -2.146139e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -21461632.000000 Penalty: 5987.475586
	Iteration 35Q: 3 clusters Score -2.146163e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -21461750.000000 Penalty: 5987.475586
	Iteration 36Q: 3 clusters Score -2.146175e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -21461932.000000 Penalty: 5987.475586
	Iteration 37Q: 3 clusters Score -2.146193e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 162473 members 
Entering Unmasked Estep 
Score: -21462096.000000 Penalty: 5987.475586
	Iteration 38Q: 3 clusters Score -2.14621e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -21462182.000000 Penalty: 5987.475586
	Iteration 39Q: 3 clusters Score -2.146218e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -21462258.000000 Penalty: 5987.475586
	Iteration 40F: 3 clusters Score -2.146226e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -21462360.000000 Penalty: 5987.475586
	Iteration 41Q: 3 clusters Score -2.146236e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -21462450.000000 Penalty: 5987.475586
	Iteration 42Q: 3 clusters Score -2.146245e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -21462580.000000 Penalty: 5987.475586
	Iteration 43Q: 3 clusters Score -2.146258e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 166135 members 
Entering Unmasked Estep 
Score: -21462620.000000 Penalty: 5987.475586
	Iteration 44Q: 3 clusters Score -2.146262e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -21462670.000000 Penalty: 5987.475586
	Iteration 45Q: 3 clusters Score -2.146267e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -21462682.000000 Penalty: 5987.475586
	Iteration 46Q: 3 clusters Score -2.146268e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 167359 members 
Entering Unmasked Estep 
Score: -21462756.000000 Penalty: 5987.475586
	Iteration 47Q: 3 clusters Score -2.146276e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 167731 members 
Entering Unmasked Estep 
Score: -21462856.000000 Penalty: 5987.475586
	Iteration 48Q: 3 clusters Score -2.146286e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 168062 members 
Entering Unmasked Estep 
Score: -21462906.000000 Penalty: 5987.475586
	Iteration 49Q: 3 clusters Score -2.146291e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 168358 members 
Entering Unmasked Estep 
Score: -21462862.000000 Penalty: 5987.475586
	Iteration 50Q: 3 clusters Score -2.146286e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 168606 members 
Entering Unmasked Estep 
Score: -21462870.000000 Penalty: 5987.475586
	Iteration 51Q: 3 clusters Score -2.146287e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 168827 members 
Entering Unmasked Estep 
Score: -21462854.000000 Penalty: 5987.475586
	Iteration 52Q: 3 clusters Score -2.146285e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -21462862.000000 Penalty: 5987.475586
	Iteration 53Q: 3 clusters Score -2.146286e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 169219 members 
Entering Unmasked Estep 
Score: -21462896.000000 Penalty: 5987.475586
	Iteration 54Q: 3 clusters Score -2.14629e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 169397 members 
Entering Unmasked Estep 
Score: -21462888.000000 Penalty: 5987.475586
	Iteration 55Q: 3 clusters Score -2.146289e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 169544 members 
Entering Unmasked Estep 
Score: -21462950.000000 Penalty: 5987.475586
	Iteration 56Q: 3 clusters Score -2.146295e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 169664 members 
Entering Unmasked Estep 
Score: -21462884.000000 Penalty: 5987.475586
	Iteration 57Q: 3 clusters Score -2.146288e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -21462862.000000 Penalty: 5987.475586
	Iteration 58Q: 3 clusters Score -2.146286e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -21462864.000000 Penalty: 5987.475586
	Iteration 59Q: 3 clusters Score -2.146286e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -21462820.000000 Penalty: 5987.475586
	Iteration 60F: 3 clusters Score -2.146282e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -21462812.000000 Penalty: 5987.475586
	Iteration 61Q: 3 clusters Score -2.146281e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -21462804.000000 Penalty: 5987.475586
	Iteration 62Q: 3 clusters Score -2.14628e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -21462778.000000 Penalty: 5987.475586
	Iteration 63Q: 3 clusters Score -2.146278e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -21462794.000000 Penalty: 5987.475586
	Iteration 64Q: 3 clusters Score -2.146279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -21462812.000000 Penalty: 5987.475586
	Iteration 65Q: 3 clusters Score -2.146281e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -21462820.000000 Penalty: 5987.475586
	Iteration 66Q: 3 clusters Score -2.146282e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 170407 members 
Entering Unmasked Estep 
Score: -21462850.000000 Penalty: 5987.475586
	Iteration 67Q: 3 clusters Score -2.146285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 170437 members 
Entering Unmasked Estep 
Score: -21462840.000000 Penalty: 5987.475586
	Iteration 68Q: 3 clusters Score -2.146284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 170481 members 
Entering Unmasked Estep 
Score: -21462896.000000 Penalty: 5987.475586
	Iteration 69Q: 3 clusters Score -2.14629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 170532 members 
Entering Unmasked Estep 
Score: -21462868.000000 Penalty: 5987.475586
	Iteration 70Q: 3 clusters Score -2.146287e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -21462888.000000 Penalty: 5987.475586
	Iteration 71Q: 3 clusters Score -2.146289e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 170622 members 
Entering Unmasked Estep 
Score: -21462906.000000 Penalty: 5987.475586
	Iteration 72Q: 3 clusters Score -2.146291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -21462918.000000 Penalty: 5987.475586
	Iteration 73Q: 3 clusters Score -2.146292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 170708 members 
Entering Unmasked Estep 
Score: -21462948.000000 Penalty: 5987.475586
	Iteration 74Q: 3 clusters Score -2.146295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -21462958.000000 Penalty: 5987.475586
	Iteration 75Q: 3 clusters Score -2.146296e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 170794 members 
Entering Unmasked Estep 
Score: -21462972.000000 Penalty: 5987.475586
	Iteration 76Q: 3 clusters Score -2.146297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -21462980.000000 Penalty: 5987.475586
	Iteration 77Q: 3 clusters Score -2.146298e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 170863 members 
Entering Unmasked Estep 
Score: -21462958.000000 Penalty: 5987.475586
	Iteration 78Q: 3 clusters Score -2.146296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -21462962.000000 Penalty: 5987.475586
	Iteration 79Q: 3 clusters Score -2.146296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 170929 members 
Entering Unmasked Estep 
Score: -21462962.000000 Penalty: 5987.475586
	Iteration 80F: 3 clusters Score -2.146296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -21462946.000000 Penalty: 5987.475586
	Iteration 81Q: 3 clusters Score -2.146295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 170984 members 
Entering Unmasked Estep 
Score: -21462946.000000 Penalty: 5987.475586
	Iteration 82Q: 3 clusters Score -2.146295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 171010 members 
Entering Unmasked Estep 
Score: -21462952.000000 Penalty: 5987.475586
	Iteration 83Q: 3 clusters Score -2.146295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 171031 members 
Entering Unmasked Estep 
Score: -21462952.000000 Penalty: 5987.475586
	Iteration 84Q: 3 clusters Score -2.146295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -21462926.000000 Penalty: 5987.475586
	Iteration 85Q: 3 clusters Score -2.146293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -21462932.000000 Penalty: 5987.475586
	Iteration 86Q: 3 clusters Score -2.146293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 171079 members 
Entering Unmasked Estep 
Score: -21462934.000000 Penalty: 5987.475586
	Iteration 87Q: 3 clusters Score -2.146293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -21462950.000000 Penalty: 5987.475586
	Iteration 88Q: 3 clusters Score -2.146295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -21462940.000000 Penalty: 5987.475586
	Iteration 89Q: 3 clusters Score -2.146294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 171094 members 
Entering Unmasked Estep 
Score: -21462948.000000 Penalty: 5987.475586
	Iteration 90Q: 3 clusters Score -2.146295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 171095 members 
Entering Unmasked Estep 
Score: -21462938.000000 Penalty: 5987.475586
	Iteration 91Q: 3 clusters Score -2.146294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 171097 members 
Entering Unmasked Estep 
Score: -21462956.000000 Penalty: 5987.475586
	Iteration 92Q: 3 clusters Score -2.146296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 171100 members 
Entering Unmasked Estep 
Score: -21462954.000000 Penalty: 5987.475586
	Iteration 93Q: 3 clusters Score -2.146295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 171100 members 
Entering Unmasked Estep 
Score: -21462954.000000 Penalty: 5987.475586
	Iteration 94F: 3 clusters Score -2.146295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Entering Unmasked Estep 
Score: -700889.750000 Penalty: 2150.351562
	Iteration 0F: 2 clusters Score -700889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -695837.125000 Penalty: 4300.703125
	Iteration 0F: 3 clusters Score -695837.1 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -697124.250000 Penalty: 4300.703125
	Iteration 1F: 3 clusters Score -697124.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -697427.875000 Penalty: 4300.703125
	Iteration 2F: 3 clusters Score -697427.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -697808.812500 Penalty: 4300.703125
	Iteration 3F: 3 clusters Score -697808.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -698312.500000 Penalty: 4300.703125
	Iteration 4F: 3 clusters Score -698312.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -698851.937500 Penalty: 4300.703125
	Iteration 5F: 3 clusters Score -698851.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -699244.062500 Penalty: 4300.703125
	Iteration 6F: 3 clusters Score -699244.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -699512.000000 Penalty: 4300.703125
	Iteration 7F: 3 clusters Score -699512 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -699701.375000 Penalty: 4300.703125
	Iteration 8Q: 3 clusters Score -699701.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -699847.250000 Penalty: 4300.703125
	Iteration 9Q: 3 clusters Score -699847.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -699948.687500 Penalty: 4300.703125
	Iteration 10Q: 3 clusters Score -699948.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -700029.125000 Penalty: 4300.703125
	Iteration 11Q: 3 clusters Score -700029.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -700077.812500 Penalty: 4300.703125
	Iteration 12Q: 3 clusters Score -700077.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -700107.375000 Penalty: 4300.703125
	Iteration 13Q: 3 clusters Score -700107.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -700129.375000 Penalty: 4300.703125
	Iteration 14Q: 3 clusters Score -700129.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -700160.687500 Penalty: 4300.703125
	Iteration 15Q: 3 clusters Score -700160.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -700196.812500 Penalty: 4300.703125
	Iteration 16Q: 3 clusters Score -700196.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -700217.687500 Penalty: 4300.703125
	Iteration 17Q: 3 clusters Score -700217.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -700226.875000 Penalty: 4300.703125
	Iteration 18Q: 3 clusters Score -700226.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -700231.625000 Penalty: 4300.703125
	Iteration 19Q: 3 clusters Score -700231.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -700238.562500 Penalty: 4300.703125
	Iteration 20F: 3 clusters Score -700238.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -700247.812500 Penalty: 4300.703125
	Iteration 21Q: 3 clusters Score -700247.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -700256.812500 Penalty: 4300.703125
	Iteration 22Q: 3 clusters Score -700256.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -700262.000000 Penalty: 4300.703125
	Iteration 23Q: 3 clusters Score -700262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -700269.062500 Penalty: 4300.703125
	Iteration 24Q: 3 clusters Score -700269.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -700274.125000 Penalty: 4300.703125
	Iteration 25Q: 3 clusters Score -700274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -700278.000000 Penalty: 4300.703125
	Iteration 26Q: 3 clusters Score -700278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -700280.500000 Penalty: 4300.703125
	Iteration 27Q: 3 clusters Score -700280.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -700281.875000 Penalty: 4300.703125
	Iteration 28Q: 3 clusters Score -700281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -700285.125000 Penalty: 4300.703125
	Iteration 29Q: 3 clusters Score -700285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -700284.562500 Penalty: 4300.703125
	Iteration 30Q: 3 clusters Score -700284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -700284.937500 Penalty: 4300.703125
	Iteration 31Q: 3 clusters Score -700284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -700283.812500 Penalty: 4300.703125
	Iteration 32Q: 3 clusters Score -700283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -700283.812500 Penalty: 4300.703125
	Iteration 33F: 3 clusters Score -700283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Entering Unmasked Estep 
Score: -6801821.500000 Penalty: 2708.272949
	Iteration 0F: 2 clusters Score -6801822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6764895.000000 Penalty: 5416.545898
	Iteration 0F: 3 clusters Score -6764895 nChanged 25475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -6779019.000000 Penalty: 5416.545898
	Iteration 1F: 3 clusters Score -6779019 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6779588.000000 Penalty: 5416.545898
	Iteration 2Q: 3 clusters Score -6779588 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6780310.000000 Penalty: 5416.545898
	Iteration 3Q: 3 clusters Score -6780310 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -6781324.000000 Penalty: 5416.545898
	Iteration 4Q: 3 clusters Score -6781324 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -6782756.500000 Penalty: 5416.545898
	Iteration 5F: 3 clusters Score -6782756 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -6784555.000000 Penalty: 5416.545898
	Iteration 6F: 3 clusters Score -6784555 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -6786712.500000 Penalty: 5416.545898
	Iteration 7F: 3 clusters Score -6786712 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -6788877.000000 Penalty: 5416.545898
	Iteration 8F: 3 clusters Score -6788877 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -6790782.000000 Penalty: 5416.545898
	Iteration 9F: 3 clusters Score -6790782 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -6792627.500000 Penalty: 5416.545898
	Iteration 10F: 3 clusters Score -6792628 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -6794319.500000 Penalty: 5416.545898
	Iteration 11Q: 3 clusters Score -6794320 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -6795954.500000 Penalty: 5416.545898
	Iteration 12Q: 3 clusters Score -6795954 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -6797302.500000 Penalty: 5416.545898
	Iteration 13Q: 3 clusters Score -6797302 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6798338.500000 Penalty: 5416.545898
	Iteration 14Q: 3 clusters Score -6798338 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6799054.000000 Penalty: 5416.545898
	Iteration 15Q: 3 clusters Score -6799054 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6799493.000000 Penalty: 5416.545898
	Iteration 16Q: 3 clusters Score -6799493 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6799693.500000 Penalty: 5416.545898
	Iteration 17Q: 3 clusters Score -6799694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6799814.000000 Penalty: 5416.545898
	Iteration 18Q: 3 clusters Score -6799814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6799871.500000 Penalty: 5416.545898
	Iteration 19Q: 3 clusters Score -6799872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6799918.000000 Penalty: 5416.545898
	Iteration 20F: 3 clusters Score -6799918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6799942.000000 Penalty: 5416.545898
	Iteration 21Q: 3 clusters Score -6799942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6799972.000000 Penalty: 5416.545898
	Iteration 22Q: 3 clusters Score -6799972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6800002.500000 Penalty: 5416.545898
	Iteration 23Q: 3 clusters Score -6800002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6800023.000000 Penalty: 5416.545898
	Iteration 24Q: 3 clusters Score -6800023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6800028.000000 Penalty: 5416.545898
	Iteration 25Q: 3 clusters Score -6800028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6800040.500000 Penalty: 5416.545898
	Iteration 26Q: 3 clusters Score -6800040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6800050.500000 Penalty: 5416.545898
	Iteration 27Q: 3 clusters Score -6800050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6800056.500000 Penalty: 5416.545898
	Iteration 28Q: 3 clusters Score -6800056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6800062.500000 Penalty: 5416.545898
	Iteration 29Q: 3 clusters Score -6800062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6800056.500000 Penalty: 5416.545898
	Iteration 30Q: 3 clusters Score -6800056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6800077.500000 Penalty: 5416.545898
	Iteration 31Q: 3 clusters Score -6800078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6800065.500000 Penalty: 5416.545898
	Iteration 32Q: 3 clusters Score -6800066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6800073.500000 Penalty: 5416.545898
	Iteration 33Q: 3 clusters Score -6800074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6800071.500000 Penalty: 5416.545898
	Iteration 34Q: 3 clusters Score -6800072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6800074.500000 Penalty: 5416.545898
	Iteration 35Q: 3 clusters Score -6800074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6800082.000000 Penalty: 5416.545898
	Iteration 36Q: 3 clusters Score -6800082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6800082.500000 Penalty: 5416.545898
	Iteration 37Q: 3 clusters Score -6800082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6800087.500000 Penalty: 5416.545898
	Iteration 38Q: 3 clusters Score -6800088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6800088.000000 Penalty: 5416.545898
	Iteration 39Q: 3 clusters Score -6800088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6800087.500000 Penalty: 5416.545898
	Iteration 40F: 3 clusters Score -6800088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6800086.000000 Penalty: 5416.545898
	Iteration 41Q: 3 clusters Score -6800086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6800090.000000 Penalty: 5416.545898
	Iteration 42Q: 3 clusters Score -6800090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6800086.500000 Penalty: 5416.545898
	Iteration 43Q: 3 clusters Score -6800086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6800092.000000 Penalty: 5416.545898
	Iteration 44Q: 3 clusters Score -6800092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6800087.000000 Penalty: 5416.545898
	Iteration 45Q: 3 clusters Score -6800087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6800087.000000 Penalty: 5416.545898
	Iteration 46F: 3 clusters Score -6800087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Entering Unmasked Estep 
Score: -1247365.125000 Penalty: 2297.841797
	Iteration 0F: 2 clusters Score -1247365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1239304.250000 Penalty: 4595.683594
	Iteration 0F: 3 clusters Score -1239304 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1241667.375000 Penalty: 4595.683594
	Iteration 1F: 3 clusters Score -1241667 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1242026.250000 Penalty: 4595.683594
	Iteration 2F: 3 clusters Score -1242026 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1242313.000000 Penalty: 4595.683594
	Iteration 3F: 3 clusters Score -1242313 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1242624.375000 Penalty: 4595.683594
	Iteration 4F: 3 clusters Score -1242624 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1242958.250000 Penalty: 4595.683594
	Iteration 5F: 3 clusters Score -1242958 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1243336.750000 Penalty: 4595.683594
	Iteration 6F: 3 clusters Score -1243337 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1243734.625000 Penalty: 4595.683594
	Iteration 7F: 3 clusters Score -1243735 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1244087.875000 Penalty: 4595.683594
	Iteration 8Q: 3 clusters Score -1244088 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1244378.375000 Penalty: 4595.683594
	Iteration 9Q: 3 clusters Score -1244378 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1244617.000000 Penalty: 4595.683594
	Iteration 10Q: 3 clusters Score -1244617 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1244814.500000 Penalty: 4595.683594
	Iteration 11Q: 3 clusters Score -1244814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1244967.000000 Penalty: 4595.683594
	Iteration 12Q: 3 clusters Score -1244967 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1245082.000000 Penalty: 4595.683594
	Iteration 13Q: 3 clusters Score -1245082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1245196.875000 Penalty: 4595.683594
	Iteration 14Q: 3 clusters Score -1245197 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1245298.625000 Penalty: 4595.683594
	Iteration 15Q: 3 clusters Score -1245299 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1245389.750000 Penalty: 4595.683594
	Iteration 16Q: 3 clusters Score -1245390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1245469.500000 Penalty: 4595.683594
	Iteration 17Q: 3 clusters Score -1245470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1245548.750000 Penalty: 4595.683594
	Iteration 18Q: 3 clusters Score -1245549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1245625.000000 Penalty: 4595.683594
	Iteration 19Q: 3 clusters Score -1245625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1245705.250000 Penalty: 4595.683594
	Iteration 20F: 3 clusters Score -1245705 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1245773.125000 Penalty: 4595.683594
	Iteration 21Q: 3 clusters Score -1245773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1245841.750000 Penalty: 4595.683594
	Iteration 22Q: 3 clusters Score -1245842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1245900.250000 Penalty: 4595.683594
	Iteration 23Q: 3 clusters Score -1245900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1245929.250000 Penalty: 4595.683594
	Iteration 24Q: 3 clusters Score -1245929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1245949.750000 Penalty: 4595.683594
	Iteration 25Q: 3 clusters Score -1245950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1245975.000000 Penalty: 4595.683594
	Iteration 26Q: 3 clusters Score -1245975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1245988.875000 Penalty: 4595.683594
	Iteration 27Q: 3 clusters Score -1245989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1246000.375000 Penalty: 4595.683594
	Iteration 28Q: 3 clusters Score -1246000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1246008.125000 Penalty: 4595.683594
	Iteration 29Q: 3 clusters Score -1246008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1246011.000000 Penalty: 4595.683594
	Iteration 30Q: 3 clusters Score -1246011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1246012.000000 Penalty: 4595.683594
	Iteration 31Q: 3 clusters Score -1246012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1246012.375000 Penalty: 4595.683594
	Iteration 32Q: 3 clusters Score -1246012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1246013.250000 Penalty: 4595.683594
	Iteration 33Q: 3 clusters Score -1246013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1246015.250000 Penalty: 4595.683594
	Iteration 34Q: 3 clusters Score -1246015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1246017.375000 Penalty: 4595.683594
	Iteration 35Q: 3 clusters Score -1246017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1246018.000000 Penalty: 4595.683594
	Iteration 36Q: 3 clusters Score -1246018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1246018.000000 Penalty: 4595.683594
	Iteration 37F: 3 clusters Score -1246018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -557454.687500 Penalty: 2104.403076
	Iteration 0F: 2 clusters Score -557454.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -553104.562500 Penalty: 4208.806152
	Iteration 0F: 3 clusters Score -553104.6 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -554219.937500 Penalty: 4208.806152
	Iteration 1F: 3 clusters Score -554219.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -554459.937500 Penalty: 4208.806152
	Iteration 2F: 3 clusters Score -554459.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -554605.750000 Penalty: 4208.806152
	Iteration 3F: 3 clusters Score -554605.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -554737.875000 Penalty: 4208.806152
	Iteration 4Q: 3 clusters Score -554737.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -554842.562500 Penalty: 4208.806152
	Iteration 5Q: 3 clusters Score -554842.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -554987.437500 Penalty: 4208.806152
	Iteration 6Q: 3 clusters Score -554987.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -555141.750000 Penalty: 4208.806152
	Iteration 7Q: 3 clusters Score -555141.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -555314.000000 Penalty: 4208.806152
	Iteration 8Q: 3 clusters Score -555314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -555480.500000 Penalty: 4208.806152
	Iteration 9Q: 3 clusters Score -555480.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -555628.687500 Penalty: 4208.806152
	Iteration 10Q: 3 clusters Score -555628.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -555762.500000 Penalty: 4208.806152
	Iteration 11Q: 3 clusters Score -555762.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -555849.625000 Penalty: 4208.806152
	Iteration 12Q: 3 clusters Score -555849.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -555924.000000 Penalty: 4208.806152
	Iteration 13Q: 3 clusters Score -555924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -555971.187500 Penalty: 4208.806152
	Iteration 14Q: 3 clusters Score -555971.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -555998.187500 Penalty: 4208.806152
	Iteration 15Q: 3 clusters Score -555998.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -556021.375000 Penalty: 4208.806152
	Iteration 16Q: 3 clusters Score -556021.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -556041.500000 Penalty: 4208.806152
	Iteration 17Q: 3 clusters Score -556041.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -556056.500000 Penalty: 4208.806152
	Iteration 18Q: 3 clusters Score -556056.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -556071.125000 Penalty: 4208.806152
	Iteration 19Q: 3 clusters Score -556071.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -556086.812500 Penalty: 4208.806152
	Iteration 20F: 3 clusters Score -556086.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -556101.687500 Penalty: 4208.806152
	Iteration 21Q: 3 clusters Score -556101.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -556109.125000 Penalty: 4208.806152
	Iteration 22Q: 3 clusters Score -556109.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -556119.750000 Penalty: 4208.806152
	Iteration 23Q: 3 clusters Score -556119.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -556131.687500 Penalty: 4208.806152
	Iteration 24Q: 3 clusters Score -556131.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -556143.187500 Penalty: 4208.806152
	Iteration 25Q: 3 clusters Score -556143.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -556151.250000 Penalty: 4208.806152
	Iteration 26Q: 3 clusters Score -556151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -556162.312500 Penalty: 4208.806152
	Iteration 27Q: 3 clusters Score -556162.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -556171.125000 Penalty: 4208.806152
	Iteration 28Q: 3 clusters Score -556171.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -556179.750000 Penalty: 4208.806152
	Iteration 29Q: 3 clusters Score -556179.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -556188.375000 Penalty: 4208.806152
	Iteration 30Q: 3 clusters Score -556188.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -556198.500000 Penalty: 4208.806152
	Iteration 31Q: 3 clusters Score -556198.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -556208.625000 Penalty: 4208.806152
	Iteration 32Q: 3 clusters Score -556208.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -556216.062500 Penalty: 4208.806152
	Iteration 33Q: 3 clusters Score -556216.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -556229.312500 Penalty: 4208.806152
	Iteration 34Q: 3 clusters Score -556229.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -556243.000000 Penalty: 4208.806152
	Iteration 35Q: 3 clusters Score -556243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -556251.312500 Penalty: 4208.806152
	Iteration 36Q: 3 clusters Score -556251.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -556268.625000 Penalty: 4208.806152
	Iteration 37Q: 3 clusters Score -556268.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -556287.187500 Penalty: 4208.806152
	Iteration 38Q: 3 clusters Score -556287.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -556310.125000 Penalty: 4208.806152
	Iteration 39Q: 3 clusters Score -556310.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -556332.312500 Penalty: 4208.806152
	Iteration 40F: 3 clusters Score -556332.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -556358.125000 Penalty: 4208.806152
	Iteration 41Q: 3 clusters Score -556358.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -556384.562500 Penalty: 4208.806152
	Iteration 42Q: 3 clusters Score -556384.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -556396.375000 Penalty: 4208.806152
	Iteration 43Q: 3 clusters Score -556396.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -556402.937500 Penalty: 4208.806152
	Iteration 44Q: 3 clusters Score -556402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -556406.125000 Penalty: 4208.806152
	Iteration 45Q: 3 clusters Score -556406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -556407.375000 Penalty: 4208.806152
	Iteration 46Q: 3 clusters Score -556407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -556409.687500 Penalty: 4208.806152
	Iteration 47Q: 3 clusters Score -556409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -556410.625000 Penalty: 4208.806152
	Iteration 48Q: 3 clusters Score -556410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -556411.750000 Penalty: 4208.806152
	Iteration 49Q: 3 clusters Score -556411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -556411.437500 Penalty: 4208.806152
	Iteration 50Q: 3 clusters Score -556411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -556411.437500 Penalty: 4208.806152
	Iteration 51F: 3 clusters Score -556411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (183441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Entering Unmasked Estep 
Score: -22730992.000000 Penalty: 3005.672607
	Iteration 0F: 2 clusters Score -2.273099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -22612002.000000 Penalty: 6011.345215
	Iteration 0F: 3 clusters Score -2.2612e+07 nChanged 87969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -22663384.000000 Penalty: 6011.345215
	Iteration 1F: 3 clusters Score -2.266338e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95359 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -22665088.000000 Penalty: 6011.345215
	Iteration 2Q: 3 clusters Score -2.266509e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -22667952.000000 Penalty: 6011.345215
	Iteration 3Q: 3 clusters Score -2.266795e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -22672602.000000 Penalty: 6011.345215
	Iteration 4F: 3 clusters Score -2.26726e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107642 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -22678700.000000 Penalty: 6011.345215
	Iteration 5F: 3 clusters Score -2.26787e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -22685602.000000 Penalty: 6011.345215
	Iteration 6F: 3 clusters Score -2.26856e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -22691412.000000 Penalty: 6011.345215
	Iteration 7F: 3 clusters Score -2.269141e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -22695872.000000 Penalty: 6011.345215
	Iteration 8F: 3 clusters Score -2.269587e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -22699694.000000 Penalty: 6011.345215
	Iteration 9Q: 3 clusters Score -2.269969e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -22703466.000000 Penalty: 6011.345215
	Iteration 10Q: 3 clusters Score -2.270347e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147528 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -22707768.000000 Penalty: 6011.345215
	Iteration 11Q: 3 clusters Score -2.270777e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -22712450.000000 Penalty: 6011.345215
	Iteration 12Q: 3 clusters Score -2.271245e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163063 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -22716824.000000 Penalty: 6011.345215
	Iteration 13Q: 3 clusters Score -2.271682e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -22720798.000000 Penalty: 6011.345215
	Iteration 14Q: 3 clusters Score -2.27208e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175057 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -22724084.000000 Penalty: 6011.345215
	Iteration 15Q: 3 clusters Score -2.272408e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -22725836.000000 Penalty: 6011.345215
	Iteration 16Q: 3 clusters Score -2.272584e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180598 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22727150.000000 Penalty: 6011.345215
	Iteration 17Q: 3 clusters Score -2.272715e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181753 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -22727774.000000 Penalty: 6011.345215
	Iteration 18Q: 3 clusters Score -2.272777e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182286 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22728172.000000 Penalty: 6011.345215
	Iteration 19Q: 3 clusters Score -2.272817e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182555 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22728282.000000 Penalty: 6011.345215
	Iteration 20F: 3 clusters Score -2.272828e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182697 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22728462.000000 Penalty: 6011.345215
	Iteration 21Q: 3 clusters Score -2.272846e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182772 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -22728530.000000 Penalty: 6011.345215
	Iteration 22Q: 3 clusters Score -2.272853e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182815 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22728564.000000 Penalty: 6011.345215
	Iteration 23Q: 3 clusters Score -2.272856e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182834 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -22728548.000000 Penalty: 6011.345215
	Iteration 24Q: 3 clusters Score -2.272855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182851 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -22728558.000000 Penalty: 6011.345215
	Iteration 25Q: 3 clusters Score -2.272856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182866 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22728582.000000 Penalty: 6011.345215
	Iteration 26Q: 3 clusters Score -2.272858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182878 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22728584.000000 Penalty: 6011.345215
	Iteration 27Q: 3 clusters Score -2.272858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182885 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -22728594.000000 Penalty: 6011.345215
	Iteration 28Q: 3 clusters Score -2.272859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182894 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -22728586.000000 Penalty: 6011.345215
	Iteration 29Q: 3 clusters Score -2.272859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182909 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22728646.000000 Penalty: 6011.345215
	Iteration 30Q: 3 clusters Score -2.272865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182910 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22728658.000000 Penalty: 6011.345215
	Iteration 31Q: 3 clusters Score -2.272866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182920 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22728686.000000 Penalty: 6011.345215
	Iteration 32Q: 3 clusters Score -2.272869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182925 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22728676.000000 Penalty: 6011.345215
	Iteration 33Q: 3 clusters Score -2.272868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22728690.000000 Penalty: 6011.345215
	Iteration 34Q: 3 clusters Score -2.272869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182935 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22728700.000000 Penalty: 6011.345215
	Iteration 35Q: 3 clusters Score -2.27287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22728710.000000 Penalty: 6011.345215
	Iteration 36Q: 3 clusters Score -2.272871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22728708.000000 Penalty: 6011.345215
	Iteration 37Q: 3 clusters Score -2.272871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182940 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22728714.000000 Penalty: 6011.345215
	Iteration 38Q: 3 clusters Score -2.272871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182942 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22728728.000000 Penalty: 6011.345215
	Iteration 39Q: 3 clusters Score -2.272873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22728726.000000 Penalty: 6011.345215
	Iteration 40F: 3 clusters Score -2.272873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22728720.000000 Penalty: 6011.345215
	Iteration 41Q: 3 clusters Score -2.272872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182949 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22728708.000000 Penalty: 6011.345215
	Iteration 42Q: 3 clusters Score -2.272871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182950 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22728714.000000 Penalty: 6011.345215
	Iteration 43Q: 3 clusters Score -2.272871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182951 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22728720.000000 Penalty: 6011.345215
	Iteration 44Q: 3 clusters Score -2.272872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22728716.000000 Penalty: 6011.345215
	Iteration 45Q: 3 clusters Score -2.272872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22728732.000000 Penalty: 6011.345215
	Iteration 46Q: 3 clusters Score -2.272873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182955 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22728728.000000 Penalty: 6011.345215
	Iteration 47Q: 3 clusters Score -2.272873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182955 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22728728.000000 Penalty: 6011.345215
	Iteration 48F: 3 clusters Score -2.272873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Entering Unmasked Estep 
Score: -1711114.000000 Penalty: 2364.884277
	Iteration 0F: 2 clusters Score -1711114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1701002.625000 Penalty: 4729.768555
	Iteration 0F: 3 clusters Score -1701003 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1704113.000000 Penalty: 4729.768555
	Iteration 1F: 3 clusters Score -1704113 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1704414.125000 Penalty: 4729.768555
	Iteration 2F: 3 clusters Score -1704414 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1704640.250000 Penalty: 4729.768555
	Iteration 3Q: 3 clusters Score -1704640 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1704833.875000 Penalty: 4729.768555
	Iteration 4Q: 3 clusters Score -1704834 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1705009.000000 Penalty: 4729.768555
	Iteration 5Q: 3 clusters Score -1705009 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1705177.500000 Penalty: 4729.768555
	Iteration 6Q: 3 clusters Score -1705178 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1705347.000000 Penalty: 4729.768555
	Iteration 7Q: 3 clusters Score -1705347 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1705582.875000 Penalty: 4729.768555
	Iteration 8Q: 3 clusters Score -1705583 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1705894.500000 Penalty: 4729.768555
	Iteration 9Q: 3 clusters Score -1705894 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1706296.500000 Penalty: 4729.768555
	Iteration 10Q: 3 clusters Score -1706296 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1706778.375000 Penalty: 4729.768555
	Iteration 11Q: 3 clusters Score -1706778 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1707318.375000 Penalty: 4729.768555
	Iteration 12Q: 3 clusters Score -1707318 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1707811.000000 Penalty: 4729.768555
	Iteration 13Q: 3 clusters Score -1707811 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1708196.625000 Penalty: 4729.768555
	Iteration 14Q: 3 clusters Score -1708197 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1708505.375000 Penalty: 4729.768555
	Iteration 15Q: 3 clusters Score -1708505 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1708685.250000 Penalty: 4729.768555
	Iteration 16Q: 3 clusters Score -1708685 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1708829.875000 Penalty: 4729.768555
	Iteration 17Q: 3 clusters Score -1708830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1708928.625000 Penalty: 4729.768555
	Iteration 18Q: 3 clusters Score -1708929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1709006.750000 Penalty: 4729.768555
	Iteration 19Q: 3 clusters Score -1709007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1709048.000000 Penalty: 4729.768555
	Iteration 20F: 3 clusters Score -1709048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1709087.250000 Penalty: 4729.768555
	Iteration 21Q: 3 clusters Score -1709087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1709104.250000 Penalty: 4729.768555
	Iteration 22Q: 3 clusters Score -1709104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1709113.500000 Penalty: 4729.768555
	Iteration 23Q: 3 clusters Score -1709114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1709117.375000 Penalty: 4729.768555
	Iteration 24Q: 3 clusters Score -1709117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1709125.750000 Penalty: 4729.768555
	Iteration 25Q: 3 clusters Score -1709126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1709128.000000 Penalty: 4729.768555
	Iteration 26Q: 3 clusters Score -1709128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1709130.250000 Penalty: 4729.768555
	Iteration 27Q: 3 clusters Score -1709130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1709132.375000 Penalty: 4729.768555
	Iteration 28Q: 3 clusters Score -1709132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1709132.875000 Penalty: 4729.768555
	Iteration 29Q: 3 clusters Score -1709133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1709134.875000 Penalty: 4729.768555
	Iteration 30Q: 3 clusters Score -1709135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1709134.875000 Penalty: 4729.768555
	Iteration 31F: 3 clusters Score -1709135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -136014.640625 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -136014.6 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 645 members 
Entering Unmasked Estep 
Score: -133910.109375 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -133910.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134272.593750 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -134272.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134447.625000 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -134447.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -134590.671875 Penalty: 3537.718994
	Iteration 3F: 3 clusters Score -134590.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134688.484375 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -134688.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -134778.312500 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -134778.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -134867.015625 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -134867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134948.921875 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -134948.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134995.984375 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -134996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135036.890625 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -135036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135075.250000 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -135075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135100.609375 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -135100.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135121.906250 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -135121.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135138.140625 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -135138.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135166.484375 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -135166.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135213.906250 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -135213.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135261.578125 Penalty: 3537.718994
	Iteration 16Q: 3 clusters Score -135261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135292.578125 Penalty: 3537.718994
	Iteration 17Q: 3 clusters Score -135292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135328.046875 Penalty: 3537.718994
	Iteration 18Q: 3 clusters Score -135328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135345.265625 Penalty: 3537.718994
	Iteration 19Q: 3 clusters Score -135345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135357.296875 Penalty: 3537.718994
	Iteration 20F: 3 clusters Score -135357.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135367.515625 Penalty: 3537.718994
	Iteration 21Q: 3 clusters Score -135367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135391.296875 Penalty: 3537.718994
	Iteration 22Q: 3 clusters Score -135391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135393.578125 Penalty: 3537.718994
	Iteration 23Q: 3 clusters Score -135393.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135393.578125 Penalty: 3537.718994
	Iteration 24F: 3 clusters Score -135393.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Entering Unmasked Estep 
Score: -5277390.500000 Penalty: 2655.372314
	Iteration 0F: 2 clusters Score -5277390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -5247407.000000 Penalty: 5310.744629
	Iteration 0F: 3 clusters Score -5247407 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5258571.000000 Penalty: 5310.744629
	Iteration 1F: 3 clusters Score -5258571 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5259410.500000 Penalty: 5310.744629
	Iteration 2Q: 3 clusters Score -5259410 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5260597.000000 Penalty: 5310.744629
	Iteration 3F: 3 clusters Score -5260597 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5262266.500000 Penalty: 5310.744629
	Iteration 4F: 3 clusters Score -5262266 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5264478.000000 Penalty: 5310.744629
	Iteration 5F: 3 clusters Score -5264478 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -5267017.000000 Penalty: 5310.744629
	Iteration 6F: 3 clusters Score -5267017 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -5269627.500000 Penalty: 5310.744629
	Iteration 7F: 3 clusters Score -5269628 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5271770.500000 Penalty: 5310.744629
	Iteration 8F: 3 clusters Score -5271770 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -5273424.000000 Penalty: 5310.744629
	Iteration 9Q: 3 clusters Score -5273424 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -5274353.500000 Penalty: 5310.744629
	Iteration 10Q: 3 clusters Score -5274354 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -5274815.500000 Penalty: 5310.744629
	Iteration 11Q: 3 clusters Score -5274816 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -5275070.000000 Penalty: 5310.744629
	Iteration 12Q: 3 clusters Score -5275070 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5275184.500000 Penalty: 5310.744629
	Iteration 13Q: 3 clusters Score -5275184 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5275265.500000 Penalty: 5310.744629
	Iteration 14Q: 3 clusters Score -5275266 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -5275349.500000 Penalty: 5310.744629
	Iteration 15Q: 3 clusters Score -5275350 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5275419.500000 Penalty: 5310.744629
	Iteration 16Q: 3 clusters Score -5275420 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -5275492.500000 Penalty: 5310.744629
	Iteration 17Q: 3 clusters Score -5275492 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -5275546.500000 Penalty: 5310.744629
	Iteration 18Q: 3 clusters Score -5275546 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -5275632.000000 Penalty: 5310.744629
	Iteration 19Q: 3 clusters Score -5275632 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -5275705.500000 Penalty: 5310.744629
	Iteration 20F: 3 clusters Score -5275706 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5275848.500000 Penalty: 5310.744629
	Iteration 21Q: 3 clusters Score -5275848 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5276054.000000 Penalty: 5310.744629
	Iteration 22Q: 3 clusters Score -5276054 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5276283.500000 Penalty: 5310.744629
	Iteration 23Q: 3 clusters Score -5276284 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5276531.000000 Penalty: 5310.744629
	Iteration 24Q: 3 clusters Score -5276531 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5276677.000000 Penalty: 5310.744629
	Iteration 25Q: 3 clusters Score -5276677 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -5276723.500000 Penalty: 5310.744629
	Iteration 26Q: 3 clusters Score -5276724 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -5276788.500000 Penalty: 5310.744629
	Iteration 27Q: 3 clusters Score -5276788 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -5276789.500000 Penalty: 5310.744629
	Iteration 28Q: 3 clusters Score -5276790 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5276808.000000 Penalty: 5310.744629
	Iteration 29Q: 3 clusters Score -5276808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5276816.000000 Penalty: 5310.744629
	Iteration 30Q: 3 clusters Score -5276816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -5276809.500000 Penalty: 5310.744629
	Iteration 31Q: 3 clusters Score -5276810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5276830.000000 Penalty: 5310.744629
	Iteration 32Q: 3 clusters Score -5276830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5276829.500000 Penalty: 5310.744629
	Iteration 33Q: 3 clusters Score -5276830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5276831.500000 Penalty: 5310.744629
	Iteration 34Q: 3 clusters Score -5276832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5276849.000000 Penalty: 5310.744629
	Iteration 35Q: 3 clusters Score -5276849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5276836.000000 Penalty: 5310.744629
	Iteration 36Q: 3 clusters Score -5276836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -5276820.500000 Penalty: 5310.744629
	Iteration 37Q: 3 clusters Score -5276820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -5276840.000000 Penalty: 5310.744629
	Iteration 38Q: 3 clusters Score -5276840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5276841.500000 Penalty: 5310.744629
	Iteration 39Q: 3 clusters Score -5276842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5276853.500000 Penalty: 5310.744629
	Iteration 40F: 3 clusters Score -5276854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5276860.500000 Penalty: 5310.744629
	Iteration 41Q: 3 clusters Score -5276860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5276859.000000 Penalty: 5310.744629
	Iteration 42Q: 3 clusters Score -5276859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5276858.500000 Penalty: 5310.744629
	Iteration 43Q: 3 clusters Score -5276858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5276859.500000 Penalty: 5310.744629
	Iteration 44Q: 3 clusters Score -5276860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -5276857.000000 Penalty: 5310.744629
	Iteration 45Q: 3 clusters Score -5276857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5276854.500000 Penalty: 5310.744629
	Iteration 46Q: 3 clusters Score -5276854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -5276863.500000 Penalty: 5310.744629
	Iteration 47Q: 3 clusters Score -5276864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5276862.000000 Penalty: 5310.744629
	Iteration 48Q: 3 clusters Score -5276862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5276861.000000 Penalty: 5310.744629
	Iteration 49Q: 3 clusters Score -5276861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5276861.000000 Penalty: 5310.744629
	Iteration 50F: 3 clusters Score -5276861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -818541.125000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -818541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -812855.500000 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -812855.5 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -814387.125000 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -814387.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -814613.875000 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -814613.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -814752.375000 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -814752.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -814855.625000 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -814855.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -814958.562500 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -814958.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -815072.187500 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -815072.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -815204.312500 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -815204.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -815366.625000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -815366.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -815540.000000 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -815540 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -815688.312500 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -815688.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -815861.437500 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -815861.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -816029.937500 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -816029.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -816169.937500 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -816169.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -816298.750000 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -816298.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -816403.687500 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -816403.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -816477.375000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -816477.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -816522.250000 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -816522.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -816556.437500 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -816556.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -816572.812500 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -816572.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -816589.187500 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -816589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -816606.125000 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -816606.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -816617.250000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -816617.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -816625.812500 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -816625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -816635.437500 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -816635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -816643.687500 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -816643.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -816649.937500 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -816649.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -816653.500000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -816653.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -816655.312500 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -816655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -816659.125000 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -816659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -816659.125000 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -816659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -816659.125000 Penalty: 4372.202637
	Iteration 31F: 3 clusters Score -816659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -375995.218750 Penalty: 2009.591431
	Iteration 0F: 2 clusters Score -375995.2 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 1640 members 
Entering Unmasked Estep 
Score: -372523.656250 Penalty: 4019.182861
	Iteration 0F: 3 clusters Score -372523.7 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -373409.625000 Penalty: 4019.182861
	Iteration 1F: 3 clusters Score -373409.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -373709.250000 Penalty: 4019.182861
	Iteration 2F: 3 clusters Score -373709.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -373942.062500 Penalty: 4019.182861
	Iteration 3F: 3 clusters Score -373942.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -374106.968750 Penalty: 4019.182861
	Iteration 4Q: 3 clusters Score -374107 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -374231.750000 Penalty: 4019.182861
	Iteration 5Q: 3 clusters Score -374231.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -374365.875000 Penalty: 4019.182861
	Iteration 6Q: 3 clusters Score -374365.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -374471.093750 Penalty: 4019.182861
	Iteration 7Q: 3 clusters Score -374471.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -374563.656250 Penalty: 4019.182861
	Iteration 8Q: 3 clusters Score -374563.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -374640.375000 Penalty: 4019.182861
	Iteration 9Q: 3 clusters Score -374640.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -374704.281250 Penalty: 4019.182861
	Iteration 10Q: 3 clusters Score -374704.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -374752.343750 Penalty: 4019.182861
	Iteration 11Q: 3 clusters Score -374752.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -374788.968750 Penalty: 4019.182861
	Iteration 12Q: 3 clusters Score -374789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -374832.375000 Penalty: 4019.182861
	Iteration 13Q: 3 clusters Score -374832.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -374872.812500 Penalty: 4019.182861
	Iteration 14Q: 3 clusters Score -374872.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -374907.156250 Penalty: 4019.182861
	Iteration 15Q: 3 clusters Score -374907.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -374933.968750 Penalty: 4019.182861
	Iteration 16Q: 3 clusters Score -374934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -374958.531250 Penalty: 4019.182861
	Iteration 17Q: 3 clusters Score -374958.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -374984.531250 Penalty: 4019.182861
	Iteration 18Q: 3 clusters Score -374984.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -375008.968750 Penalty: 4019.182861
	Iteration 19Q: 3 clusters Score -375009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -375022.531250 Penalty: 4019.182861
	Iteration 20F: 3 clusters Score -375022.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -375029.968750 Penalty: 4019.182861
	Iteration 21Q: 3 clusters Score -375030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -375036.906250 Penalty: 4019.182861
	Iteration 22Q: 3 clusters Score -375036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -375040.093750 Penalty: 4019.182861
	Iteration 23Q: 3 clusters Score -375040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -375044.031250 Penalty: 4019.182861
	Iteration 24Q: 3 clusters Score -375044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -375048.312500 Penalty: 4019.182861
	Iteration 25Q: 3 clusters Score -375048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -375053.250000 Penalty: 4019.182861
	Iteration 26Q: 3 clusters Score -375053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -375055.437500 Penalty: 4019.182861
	Iteration 27Q: 3 clusters Score -375055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -375056.031250 Penalty: 4019.182861
	Iteration 28Q: 3 clusters Score -375056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -375056.437500 Penalty: 4019.182861
	Iteration 29Q: 3 clusters Score -375056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -375057.156250 Penalty: 4019.182861
	Iteration 30Q: 3 clusters Score -375057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -375057.656250 Penalty: 4019.182861
	Iteration 31Q: 3 clusters Score -375057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -375057.625000 Penalty: 4019.182861
	Iteration 32Q: 3 clusters Score -375057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -375058.625000 Penalty: 4019.182861
	Iteration 33Q: 3 clusters Score -375058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -375058.406250 Penalty: 4019.182861
	Iteration 34Q: 3 clusters Score -375058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -375059.156250 Penalty: 4019.182861
	Iteration 35Q: 3 clusters Score -375059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -375059.156250 Penalty: 4019.182861
	Iteration 36F: 3 clusters Score -375059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -632256.812500 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -632256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -627675.062500 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -627675.1 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -628720.875000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -628720.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -628919.000000 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -628919 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -629047.687500 Penalty: 4245.790527
	Iteration 3Q: 3 clusters Score -629047.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -629144.375000 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -629144.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -629234.250000 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -629234.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -629325.562500 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -629325.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -629398.250000 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -629398.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -629462.125000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -629462.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -629531.750000 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -629531.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -629610.625000 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -629610.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -629685.625000 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -629685.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -629748.875000 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -629748.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -629806.625000 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -629806.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -629868.000000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -629868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -629918.625000 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -629918.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -629961.125000 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -629961.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -630010.187500 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -630010.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -630045.687500 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -630045.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -630067.562500 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -630067.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -630089.687500 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -630089.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -630103.437500 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -630103.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -630116.562500 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -630116.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -630128.750000 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -630128.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -630140.937500 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -630140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -630150.875000 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -630150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -630154.625000 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -630154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -630157.750000 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -630157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -630162.312500 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -630162.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -630169.437500 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -630169.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -630175.500000 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -630175.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -630179.750000 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -630179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -630183.625000 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -630183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -630183.375000 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -630183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -630184.625000 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -630184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -630185.750000 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -630185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -630187.375000 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -630187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -630190.625000 Penalty: 4245.790527
	Iteration 37Q: 3 clusters Score -630190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -630191.125000 Penalty: 4245.790527
	Iteration 38Q: 3 clusters Score -630191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -630191.750000 Penalty: 4245.790527
	Iteration 39Q: 3 clusters Score -630191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -630194.500000 Penalty: 4245.790527
	Iteration 40F: 3 clusters Score -630194.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -630197.562500 Penalty: 4245.790527
	Iteration 41Q: 3 clusters Score -630197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -630200.937500 Penalty: 4245.790527
	Iteration 42Q: 3 clusters Score -630200.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -630204.812500 Penalty: 4245.790527
	Iteration 43Q: 3 clusters Score -630204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -630207.750000 Penalty: 4245.790527
	Iteration 44Q: 3 clusters Score -630207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -630211.500000 Penalty: 4245.790527
	Iteration 45Q: 3 clusters Score -630211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -630212.437500 Penalty: 4245.790527
	Iteration 46Q: 3 clusters Score -630212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -630213.250000 Penalty: 4245.790527
	Iteration 47Q: 3 clusters Score -630213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -630215.187500 Penalty: 4245.790527
	Iteration 48Q: 3 clusters Score -630215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -630216.437500 Penalty: 4245.790527
	Iteration 49Q: 3 clusters Score -630216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -630218.500000 Penalty: 4245.790527
	Iteration 50Q: 3 clusters Score -630218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -630220.375000 Penalty: 4245.790527
	Iteration 51Q: 3 clusters Score -630220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -630219.625000 Penalty: 4245.790527
	Iteration 52Q: 3 clusters Score -630219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -630221.437500 Penalty: 4245.790527
	Iteration 53Q: 3 clusters Score -630221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -630222.375000 Penalty: 4245.790527
	Iteration 54Q: 3 clusters Score -630222.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -630222.375000 Penalty: 4245.790527
	Iteration 55F: 3 clusters Score -630222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1233103.000000 Penalty: 2286.312744
	Iteration 0F: 2 clusters Score -1233103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1225379.125000 Penalty: 4572.625488
	Iteration 0F: 3 clusters Score -1225379 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1227598.500000 Penalty: 4572.625488
	Iteration 1F: 3 clusters Score -1227598 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1227901.375000 Penalty: 4572.625488
	Iteration 2F: 3 clusters Score -1227901 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1228145.875000 Penalty: 4572.625488
	Iteration 3F: 3 clusters Score -1228146 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1228374.125000 Penalty: 4572.625488
	Iteration 4Q: 3 clusters Score -1228374 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1228679.750000 Penalty: 4572.625488
	Iteration 5Q: 3 clusters Score -1228680 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1229106.750000 Penalty: 4572.625488
	Iteration 6F: 3 clusters Score -1229107 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1229577.000000 Penalty: 4572.625488
	Iteration 7F: 3 clusters Score -1229577 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1230083.750000 Penalty: 4572.625488
	Iteration 8F: 3 clusters Score -1230084 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1230588.000000 Penalty: 4572.625488
	Iteration 9F: 3 clusters Score -1230588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1230910.250000 Penalty: 4572.625488
	Iteration 10Q: 3 clusters Score -1230910 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1231112.000000 Penalty: 4572.625488
	Iteration 11Q: 3 clusters Score -1231112 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1231229.750000 Penalty: 4572.625488
	Iteration 12Q: 3 clusters Score -1231230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1231299.500000 Penalty: 4572.625488
	Iteration 13Q: 3 clusters Score -1231300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1231342.500000 Penalty: 4572.625488
	Iteration 14Q: 3 clusters Score -1231342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1231372.625000 Penalty: 4572.625488
	Iteration 15Q: 3 clusters Score -1231373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1231390.625000 Penalty: 4572.625488
	Iteration 16Q: 3 clusters Score -1231391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1231407.750000 Penalty: 4572.625488
	Iteration 17Q: 3 clusters Score -1231408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1231412.500000 Penalty: 4572.625488
	Iteration 18Q: 3 clusters Score -1231412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1231418.500000 Penalty: 4572.625488
	Iteration 19Q: 3 clusters Score -1231418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1231428.125000 Penalty: 4572.625488
	Iteration 20F: 3 clusters Score -1231428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1231432.000000 Penalty: 4572.625488
	Iteration 21Q: 3 clusters Score -1231432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1231431.125000 Penalty: 4572.625488
	Iteration 22Q: 3 clusters Score -1231431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1231431.125000 Penalty: 4572.625488
	Iteration 23Q: 3 clusters Score -1231431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1231433.750000 Penalty: 4572.625488
	Iteration 24Q: 3 clusters Score -1231434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1231434.625000 Penalty: 4572.625488
	Iteration 25Q: 3 clusters Score -1231435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1231435.000000 Penalty: 4572.625488
	Iteration 26Q: 3 clusters Score -1231435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1231439.875000 Penalty: 4572.625488
	Iteration 27Q: 3 clusters Score -1231440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1231439.875000 Penalty: 4572.625488
	Iteration 28Q: 3 clusters Score -1231440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1231439.875000 Penalty: 4572.625488
	Iteration 29F: 3 clusters Score -1231440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (27877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Entering Unmasked Estep 
Score: -3374818.500000 Penalty: 2538.418213
	Iteration 0F: 2 clusters Score -3374818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3355639.250000 Penalty: 5076.836426
	Iteration 0F: 3 clusters Score -3355639 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3362489.250000 Penalty: 5076.836426
	Iteration 1F: 3 clusters Score -3362489 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3362915.000000 Penalty: 5076.836426
	Iteration 2Q: 3 clusters Score -3362915 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3363333.500000 Penalty: 5076.836426
	Iteration 3Q: 3 clusters Score -3363334 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3363762.500000 Penalty: 5076.836426
	Iteration 4Q: 3 clusters Score -3363762 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3364308.250000 Penalty: 5076.836426
	Iteration 5Q: 3 clusters Score -3364308 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3365018.750000 Penalty: 5076.836426
	Iteration 6Q: 3 clusters Score -3365019 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3365985.750000 Penalty: 5076.836426
	Iteration 7F: 3 clusters Score -3365986 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3367219.250000 Penalty: 5076.836426
	Iteration 8F: 3 clusters Score -3367219 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3368684.500000 Penalty: 5076.836426
	Iteration 9F: 3 clusters Score -3368684 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3369976.750000 Penalty: 5076.836426
	Iteration 10F: 3 clusters Score -3369977 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3370989.000000 Penalty: 5076.836426
	Iteration 11Q: 3 clusters Score -3370989 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3371676.000000 Penalty: 5076.836426
	Iteration 12Q: 3 clusters Score -3371676 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3372082.250000 Penalty: 5076.836426
	Iteration 13Q: 3 clusters Score -3372082 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3372284.250000 Penalty: 5076.836426
	Iteration 14Q: 3 clusters Score -3372284 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3372434.000000 Penalty: 5076.836426
	Iteration 15Q: 3 clusters Score -3372434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3372517.500000 Penalty: 5076.836426
	Iteration 16Q: 3 clusters Score -3372518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3372572.500000 Penalty: 5076.836426
	Iteration 17Q: 3 clusters Score -3372572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3372615.000000 Penalty: 5076.836426
	Iteration 18Q: 3 clusters Score -3372615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3372642.000000 Penalty: 5076.836426
	Iteration 19Q: 3 clusters Score -3372642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3372654.000000 Penalty: 5076.836426
	Iteration 20F: 3 clusters Score -3372654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3372676.750000 Penalty: 5076.836426
	Iteration 21Q: 3 clusters Score -3372677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3372691.250000 Penalty: 5076.836426
	Iteration 22Q: 3 clusters Score -3372691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3372701.750000 Penalty: 5076.836426
	Iteration 23Q: 3 clusters Score -3372702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3372704.750000 Penalty: 5076.836426
	Iteration 24Q: 3 clusters Score -3372705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3372714.000000 Penalty: 5076.836426
	Iteration 25Q: 3 clusters Score -3372714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3372716.750000 Penalty: 5076.836426
	Iteration 26Q: 3 clusters Score -3372717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3372728.500000 Penalty: 5076.836426
	Iteration 27Q: 3 clusters Score -3372728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3372733.000000 Penalty: 5076.836426
	Iteration 28Q: 3 clusters Score -3372733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3372735.000000 Penalty: 5076.836426
	Iteration 29Q: 3 clusters Score -3372735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3372742.500000 Penalty: 5076.836426
	Iteration 30Q: 3 clusters Score -3372742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3372754.250000 Penalty: 5076.836426
	Iteration 31Q: 3 clusters Score -3372754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3372760.500000 Penalty: 5076.836426
	Iteration 32Q: 3 clusters Score -3372760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3372772.500000 Penalty: 5076.836426
	Iteration 33Q: 3 clusters Score -3372772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3372785.250000 Penalty: 5076.836426
	Iteration 34Q: 3 clusters Score -3372785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3372800.500000 Penalty: 5076.836426
	Iteration 35Q: 3 clusters Score -3372800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3372807.500000 Penalty: 5076.836426
	Iteration 36Q: 3 clusters Score -3372808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3372814.750000 Penalty: 5076.836426
	Iteration 37Q: 3 clusters Score -3372815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3372811.500000 Penalty: 5076.836426
	Iteration 38Q: 3 clusters Score -3372812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3372811.500000 Penalty: 5076.836426
	Iteration 39F: 3 clusters Score -3372812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82499.531250 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82499.53 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82764.414062 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82764.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82872.640625 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -82872.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82945.515625 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -82945.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82995.273438 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -82995.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83096.546875 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -83096.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83183.523438 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -83183.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83289.992188 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -83289.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83373.085938 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -83373.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83402.828125 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -83402.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83426.242188 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -83426.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83443.007812 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -83443.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -83449.679688 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -83449.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83460.890625 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -83460.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83467.117188 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -83467.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83467.117188 Penalty: 3290.778320
	Iteration 15F: 3 clusters Score -83467.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Entering Unmasked Estep 
Score: -2396360.250000 Penalty: 2449.964111
	Iteration 0F: 2 clusters Score -2396360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2382626.250000 Penalty: 4899.928223
	Iteration 0F: 3 clusters Score -2382626 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2387194.500000 Penalty: 4899.928223
	Iteration 1F: 3 clusters Score -2387194 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2387687.000000 Penalty: 4899.928223
	Iteration 2F: 3 clusters Score -2387687 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2388151.250000 Penalty: 4899.928223
	Iteration 3F: 3 clusters Score -2388151 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2388656.250000 Penalty: 4899.928223
	Iteration 4F: 3 clusters Score -2388656 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2389214.750000 Penalty: 4899.928223
	Iteration 5F: 3 clusters Score -2389215 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2389917.500000 Penalty: 4899.928223
	Iteration 6F: 3 clusters Score -2389918 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2390678.750000 Penalty: 4899.928223
	Iteration 7F: 3 clusters Score -2390679 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2391351.750000 Penalty: 4899.928223
	Iteration 8F: 3 clusters Score -2391352 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2391922.000000 Penalty: 4899.928223
	Iteration 9Q: 3 clusters Score -2391922 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2392400.750000 Penalty: 4899.928223
	Iteration 10Q: 3 clusters Score -2392401 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2392778.500000 Penalty: 4899.928223
	Iteration 11Q: 3 clusters Score -2392778 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2393122.500000 Penalty: 4899.928223
	Iteration 12Q: 3 clusters Score -2393122 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2393404.750000 Penalty: 4899.928223
	Iteration 13Q: 3 clusters Score -2393405 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2393631.750000 Penalty: 4899.928223
	Iteration 14Q: 3 clusters Score -2393632 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2393809.500000 Penalty: 4899.928223
	Iteration 15Q: 3 clusters Score -2393810 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2393967.750000 Penalty: 4899.928223
	Iteration 16Q: 3 clusters Score -2393968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2394063.500000 Penalty: 4899.928223
	Iteration 17Q: 3 clusters Score -2394064 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2394147.500000 Penalty: 4899.928223
	Iteration 18Q: 3 clusters Score -2394148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2394194.500000 Penalty: 4899.928223
	Iteration 19Q: 3 clusters Score -2394194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2394240.750000 Penalty: 4899.928223
	Iteration 20F: 3 clusters Score -2394241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2394283.750000 Penalty: 4899.928223
	Iteration 21Q: 3 clusters Score -2394284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2394314.500000 Penalty: 4899.928223
	Iteration 22Q: 3 clusters Score -2394314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2394337.500000 Penalty: 4899.928223
	Iteration 23Q: 3 clusters Score -2394338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2394354.500000 Penalty: 4899.928223
	Iteration 24Q: 3 clusters Score -2394354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2394376.000000 Penalty: 4899.928223
	Iteration 25Q: 3 clusters Score -2394376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2394390.250000 Penalty: 4899.928223
	Iteration 26Q: 3 clusters Score -2394390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2394395.000000 Penalty: 4899.928223
	Iteration 27Q: 3 clusters Score -2394395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2394400.000000 Penalty: 4899.928223
	Iteration 28Q: 3 clusters Score -2394400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2394403.750000 Penalty: 4899.928223
	Iteration 29Q: 3 clusters Score -2394404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2394407.000000 Penalty: 4899.928223
	Iteration 30Q: 3 clusters Score -2394407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2394417.000000 Penalty: 4899.928223
	Iteration 31Q: 3 clusters Score -2394417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2394415.750000 Penalty: 4899.928223
	Iteration 32Q: 3 clusters Score -2394416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2394423.000000 Penalty: 4899.928223
	Iteration 33Q: 3 clusters Score -2394423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2394421.250000 Penalty: 4899.928223
	Iteration 34Q: 3 clusters Score -2394421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2394422.000000 Penalty: 4899.928223
	Iteration 35Q: 3 clusters Score -2394422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2394421.750000 Penalty: 4899.928223
	Iteration 36Q: 3 clusters Score -2394422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2394424.250000 Penalty: 4899.928223
	Iteration 37Q: 3 clusters Score -2394424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2394423.750000 Penalty: 4899.928223
	Iteration 38Q: 3 clusters Score -2394424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2394425.500000 Penalty: 4899.928223
	Iteration 39Q: 3 clusters Score -2394426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2394425.500000 Penalty: 4899.928223
	Iteration 40F: 3 clusters Score -2394426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 175972 members 
Mstep: Class 5 contains 16683 members 
Mstep: Class 6 contains 12467 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 166872 members 
Mstep: Class 9 contains 16610 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 12806 members 
Mstep: Class 14 contains 174822 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10567 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 183441 members 
Mstep: Class 20 contains 13847 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 44674 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 5219 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27877 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234288.000000 Penalty: 96178.070312
Iteration 119Q: 29 clusters Score -1.242343e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 176201 members 
Mstep: Class 5 contains 16728 members 
Mstep: Class 6 contains 12467 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 166879 members 
Mstep: Class 9 contains 16612 members 
Mstep: Class 10 contains 29222 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 174523 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10570 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 183420 members 
Mstep: Class 20 contains 13844 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 44667 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 3312 members 
Mstep: Class 25 contains 5220 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27904 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124238232.000000 Penalty: 96178.070312
Iteration 120F: 29 clusters Score -1.242382e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 176425 members 
Mstep: Class 5 contains 16781 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 166884 members 
Mstep: Class 9 contains 16602 members 
Mstep: Class 10 contains 29223 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 12831 members 
Mstep: Class 14 contains 174245 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 183379 members 
Mstep: Class 20 contains 13843 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 44671 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 3316 members 
Mstep: Class 25 contains 5220 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 27922 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241392.000000 Penalty: 96178.070312
Iteration 121Q: 29 clusters Score -1.242414e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 176706 members 
Mstep: Class 5 contains 16799 members 
Mstep: Class 6 contains 12486 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 166890 members 
Mstep: Class 9 contains 16594 members 
Mstep: Class 10 contains 29219 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 8731 members 
Mstep: Class 13 contains 12849 members 
Mstep: Class 14 contains 173962 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 55297 members 
Mstep: Class 17 contains 10577 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 183290 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44681 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 3329 members 
Mstep: Class 25 contains 5221 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 27953 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241640.000000 Penalty: 96178.070312
Iteration 122Q: 29 clusters Score -1.242416e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 176963 members 
Mstep: Class 5 contains 16830 members 
Mstep: Class 6 contains 12491 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 166895 members 
Mstep: Class 9 contains 16586 members 
Mstep: Class 10 contains 29221 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 173723 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 55296 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 183189 members 
Mstep: Class 20 contains 13839 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 44674 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 5221 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 27979 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241448.000000 Penalty: 96178.070312
Iteration 123Q: 29 clusters Score -1.242414e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 177215 members 
Mstep: Class 5 contains 16872 members 
Mstep: Class 6 contains 12494 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 166916 members 
Mstep: Class 9 contains 16571 members 
Mstep: Class 10 contains 29228 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 12882 members 
Mstep: Class 14 contains 173523 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 55295 members 
Mstep: Class 17 contains 10578 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 183052 members 
Mstep: Class 20 contains 13843 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 44658 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 5222 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 27997 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241536.000000 Penalty: 96178.070312
Iteration 124Q: 29 clusters Score -1.242415e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 177442 members 
Mstep: Class 5 contains 16904 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 166930 members 
Mstep: Class 9 contains 16557 members 
Mstep: Class 10 contains 29229 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 12891 members 
Mstep: Class 14 contains 173359 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 55293 members 
Mstep: Class 17 contains 10566 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 182925 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 44651 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28018 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241952.000000 Penalty: 96178.070312
Iteration 125Q: 29 clusters Score -1.24242e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 177638 members 
Mstep: Class 5 contains 16931 members 
Mstep: Class 6 contains 12505 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 166933 members 
Mstep: Class 9 contains 16544 members 
Mstep: Class 10 contains 29229 members 
Mstep: Class 11 contains 19328 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 12894 members 
Mstep: Class 14 contains 173262 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 55294 members 
Mstep: Class 17 contains 10555 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 182783 members 
Mstep: Class 20 contains 13859 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 44654 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 3366 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28034 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241808.000000 Penalty: 96178.070312
Iteration 126Q: 29 clusters Score -1.242418e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 177854 members 
Mstep: Class 5 contains 16959 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 166938 members 
Mstep: Class 9 contains 16545 members 
Mstep: Class 10 contains 29226 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 8694 members 
Mstep: Class 13 contains 12909 members 
Mstep: Class 14 contains 173155 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 55291 members 
Mstep: Class 17 contains 10543 members 
Mstep: Class 18 contains 4848 members 
Mstep: Class 19 contains 182617 members 
Mstep: Class 20 contains 13872 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 44651 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5222 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28057 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241784.000000 Penalty: 96178.070312
Iteration 127Q: 29 clusters Score -1.242418e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 178040 members 
Mstep: Class 5 contains 16995 members 
Mstep: Class 6 contains 12492 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 166951 members 
Mstep: Class 9 contains 16538 members 
Mstep: Class 10 contains 29220 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 12921 members 
Mstep: Class 14 contains 173017 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 55290 members 
Mstep: Class 17 contains 10550 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 182488 members 
Mstep: Class 20 contains 13889 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 44649 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 5222 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28072 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241928.000000 Penalty: 96178.070312
Iteration 128Q: 29 clusters Score -1.242419e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 178192 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 12490 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 166952 members 
Mstep: Class 9 contains 16535 members 
Mstep: Class 10 contains 29217 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 12923 members 
Mstep: Class 14 contains 172904 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 55287 members 
Mstep: Class 17 contains 10562 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 182352 members 
Mstep: Class 20 contains 13907 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 44639 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 3422 members 
Mstep: Class 25 contains 5220 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28093 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241832.000000 Penalty: 96178.070312
Iteration 129Q: 29 clusters Score -1.242418e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 178315 members 
Mstep: Class 5 contains 17069 members 
Mstep: Class 6 contains 12486 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 166957 members 
Mstep: Class 9 contains 16529 members 
Mstep: Class 10 contains 29215 members 
Mstep: Class 11 contains 19332 members 
Mstep: Class 12 contains 8648 members 
Mstep: Class 13 contains 12935 members 
Mstep: Class 14 contains 172826 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 55283 members 
Mstep: Class 17 contains 10565 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 182237 members 
Mstep: Class 20 contains 13917 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44627 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 3441 members 
Mstep: Class 25 contains 5221 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28114 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242192.000000 Penalty: 96178.070312
Iteration 130Q: 29 clusters Score -1.242422e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 178443 members 
Mstep: Class 5 contains 17122 members 
Mstep: Class 6 contains 12475 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 166972 members 
Mstep: Class 9 contains 16518 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 8637 members 
Mstep: Class 13 contains 12946 members 
Mstep: Class 14 contains 172734 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 55283 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 182101 members 
Mstep: Class 20 contains 13924 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44625 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 3462 members 
Mstep: Class 25 contains 5221 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28133 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242360.000000 Penalty: 96178.070312
Iteration 131Q: 29 clusters Score -1.242424e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 178568 members 
Mstep: Class 5 contains 17182 members 
Mstep: Class 6 contains 12473 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 166980 members 
Mstep: Class 9 contains 16501 members 
Mstep: Class 10 contains 29207 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 8627 members 
Mstep: Class 13 contains 12953 members 
Mstep: Class 14 contains 172668 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 55279 members 
Mstep: Class 17 contains 10565 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 181965 members 
Mstep: Class 20 contains 13930 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44612 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 3483 members 
Mstep: Class 25 contains 5222 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28151 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242288.000000 Penalty: 96178.070312
Iteration 132Q: 29 clusters Score -1.242423e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 178670 members 
Mstep: Class 5 contains 17247 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 166987 members 
Mstep: Class 9 contains 16487 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 12960 members 
Mstep: Class 14 contains 172600 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 55279 members 
Mstep: Class 17 contains 10554 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 181835 members 
Mstep: Class 20 contains 13935 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44621 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 3495 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28164 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242480.000000 Penalty: 96178.070312
Iteration 133Q: 29 clusters Score -1.242425e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 178824 members 
Mstep: Class 5 contains 17321 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 166991 members 
Mstep: Class 9 contains 16482 members 
Mstep: Class 10 contains 29207 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 8615 members 
Mstep: Class 13 contains 12967 members 
Mstep: Class 14 contains 172489 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 55278 members 
Mstep: Class 17 contains 10547 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 181689 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44613 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 3502 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242400.000000 Penalty: 96178.070312
Iteration 134Q: 29 clusters Score -1.242424e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 178947 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167006 members 
Mstep: Class 9 contains 16467 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 8609 members 
Mstep: Class 13 contains 12979 members 
Mstep: Class 14 contains 172381 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 55278 members 
Mstep: Class 17 contains 10549 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 181538 members 
Mstep: Class 20 contains 13949 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44621 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28203 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242512.000000 Penalty: 96178.070312
Iteration 135Q: 29 clusters Score -1.242425e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 179033 members 
Mstep: Class 5 contains 17510 members 
Mstep: Class 6 contains 12468 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167021 members 
Mstep: Class 9 contains 16456 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 19328 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 12988 members 
Mstep: Class 14 contains 172309 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 55277 members 
Mstep: Class 17 contains 10557 members 
Mstep: Class 18 contains 4850 members 
Mstep: Class 19 contains 181397 members 
Mstep: Class 20 contains 13955 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44621 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 3510 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28215 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242456.000000 Penalty: 96178.070312
Iteration 136Q: 29 clusters Score -1.242425e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 179066 members 
Mstep: Class 5 contains 17629 members 
Mstep: Class 6 contains 12455 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 167033 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 29207 members 
Mstep: Class 11 contains 19327 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 12995 members 
Mstep: Class 14 contains 172290 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 55275 members 
Mstep: Class 17 contains 10565 members 
Mstep: Class 18 contains 4853 members 
Mstep: Class 19 contains 181241 members 
Mstep: Class 20 contains 13957 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 3510 members 
Mstep: Class 25 contains 5225 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28226 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242688.000000 Penalty: 96178.070312
Iteration 137Q: 29 clusters Score -1.242427e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 179126 members 
Mstep: Class 5 contains 17733 members 
Mstep: Class 6 contains 12448 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167044 members 
Mstep: Class 9 contains 16458 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 8590 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 172261 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 55274 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 4855 members 
Mstep: Class 19 contains 181072 members 
Mstep: Class 20 contains 13965 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44614 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 3513 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28230 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242664.000000 Penalty: 96178.070312
Iteration 138Q: 29 clusters Score -1.242427e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 179194 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 12439 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167061 members 
Mstep: Class 9 contains 16455 members 
Mstep: Class 10 contains 29203 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 13004 members 
Mstep: Class 14 contains 172236 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 55271 members 
Mstep: Class 17 contains 10580 members 
Mstep: Class 18 contains 4858 members 
Mstep: Class 19 contains 180926 members 
Mstep: Class 20 contains 13974 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 44608 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 3513 members 
Mstep: Class 25 contains 5230 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28242 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242848.000000 Penalty: 96178.070312
Iteration 139Q: 29 clusters Score -1.242428e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 2992 members 
Mstep: Class 4 contains 179286 members 
Mstep: Class 5 contains 17875 members 
Mstep: Class 6 contains 12435 members 
Mstep: Class 7 contains 5064 members 
Mstep: Class 8 contains 167078 members 
Mstep: Class 9 contains 16463 members 
Mstep: Class 10 contains 29203 members 
Mstep: Class 11 contains 19335 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 172187 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 55270 members 
Mstep: Class 17 contains 10584 members 
Mstep: Class 18 contains 4862 members 
Mstep: Class 19 contains 180773 members 
Mstep: Class 20 contains 13985 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 44598 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 3519 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28254 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244816.000000 Penalty: 96178.070312
Iteration 140F: 29 clusters Score -1.242448e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 721 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 179408 members 
Mstep: Class 5 contains 17945 members 
Mstep: Class 6 contains 12430 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 167083 members 
Mstep: Class 9 contains 16453 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 19335 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 13022 members 
Mstep: Class 14 contains 172159 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 55269 members 
Mstep: Class 17 contains 10590 members 
Mstep: Class 18 contains 4862 members 
Mstep: Class 19 contains 180583 members 
Mstep: Class 20 contains 13993 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 44603 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28271 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245312.000000 Penalty: 96178.070312
Iteration 141Q: 29 clusters Score -1.242453e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 179510 members 
Mstep: Class 5 contains 18008 members 
Mstep: Class 6 contains 12427 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 167092 members 
Mstep: Class 9 contains 16443 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 19345 members 
Mstep: Class 12 contains 8544 members 
Mstep: Class 13 contains 13028 members 
Mstep: Class 14 contains 172154 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10597 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 180407 members 
Mstep: Class 20 contains 13996 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44601 members 
Mstep: Class 23 contains 6727 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 5236 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28280 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245296.000000 Penalty: 96178.070312
Iteration 142Q: 29 clusters Score -1.242453e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 713 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 179596 members 
Mstep: Class 5 contains 18070 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 5064 members 
Mstep: Class 8 contains 167108 members 
Mstep: Class 9 contains 16445 members 
Mstep: Class 10 contains 29200 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 13034 members 
Mstep: Class 14 contains 172142 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10606 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 180238 members 
Mstep: Class 20 contains 13997 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 44600 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 3515 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28289 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245304.000000 Penalty: 96178.070312
Iteration 143Q: 29 clusters Score -1.242453e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2989 members 
Mstep: Class 4 contains 179675 members 
Mstep: Class 5 contains 18112 members 
Mstep: Class 6 contains 12425 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167120 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 29200 members 
Mstep: Class 11 contains 19341 members 
Mstep: Class 12 contains 8537 members 
Mstep: Class 13 contains 13043 members 
Mstep: Class 14 contains 172149 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 180078 members 
Mstep: Class 20 contains 13999 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 6727 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28302 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245400.000000 Penalty: 96178.070312
Iteration 144Q: 29 clusters Score -1.242454e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 179758 members 
Mstep: Class 5 contains 18164 members 
Mstep: Class 6 contains 12427 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167125 members 
Mstep: Class 9 contains 16424 members 
Mstep: Class 10 contains 29200 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 8537 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 172174 members 
Mstep: Class 15 contains 5829 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10609 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 179913 members 
Mstep: Class 20 contains 13999 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 44621 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 5233 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28309 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245368.000000 Penalty: 96178.070312
Iteration 145Q: 29 clusters Score -1.242454e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 179809 members 
Mstep: Class 5 contains 18228 members 
Mstep: Class 6 contains 12424 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167144 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 13048 members 
Mstep: Class 14 contains 172188 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10621 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 179745 members 
Mstep: Class 20 contains 14002 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 44623 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 3519 members 
Mstep: Class 25 contains 5233 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28316 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245280.000000 Penalty: 96178.070312
Iteration 146Q: 29 clusters Score -1.242453e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 18286 members 
Mstep: Class 6 contains 12422 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167152 members 
Mstep: Class 9 contains 16411 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 8528 members 
Mstep: Class 13 contains 13048 members 
Mstep: Class 14 contains 172226 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10619 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 179589 members 
Mstep: Class 20 contains 14004 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 44621 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 3519 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28320 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245560.000000 Penalty: 96178.070312
Iteration 147Q: 29 clusters Score -1.242456e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2983 members 
Mstep: Class 4 contains 179935 members 
Mstep: Class 5 contains 18333 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167172 members 
Mstep: Class 9 contains 16411 members 
Mstep: Class 10 contains 29196 members 
Mstep: Class 11 contains 19359 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 13048 members 
Mstep: Class 14 contains 172251 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 10622 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 179411 members 
Mstep: Class 20 contains 14010 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 44633 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 3518 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28323 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245800.000000 Penalty: 96178.070312
Iteration 148Q: 29 clusters Score -1.242458e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 180020 members 
Mstep: Class 5 contains 18416 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167183 members 
Mstep: Class 9 contains 16409 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 19367 members 
Mstep: Class 12 contains 8520 members 
Mstep: Class 13 contains 13050 members 
Mstep: Class 14 contains 172233 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 10622 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 179223 members 
Mstep: Class 20 contains 14011 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44641 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 3518 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28325 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245592.000000 Penalty: 96178.070312
Iteration 149Q: 29 clusters Score -1.242456e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 180065 members 
Mstep: Class 5 contains 18526 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167197 members 
Mstep: Class 9 contains 16399 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 8517 members 
Mstep: Class 13 contains 13058 members 
Mstep: Class 14 contains 172219 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 179046 members 
Mstep: Class 20 contains 14015 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44644 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 5236 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28331 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245312.000000 Penalty: 96178.070312
Iteration 150Q: 29 clusters Score -1.242453e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2983 members 
Mstep: Class 4 contains 180119 members 
Mstep: Class 5 contains 18646 members 
Mstep: Class 6 contains 12412 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167220 members 
Mstep: Class 9 contains 16386 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 8514 members 
Mstep: Class 13 contains 13062 members 
Mstep: Class 14 contains 172181 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 10633 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 178867 members 
Mstep: Class 20 contains 14017 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44652 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 5237 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28340 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245440.000000 Penalty: 96178.070312
Iteration 151Q: 29 clusters Score -1.242454e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 180163 members 
Mstep: Class 5 contains 18772 members 
Mstep: Class 6 contains 12422 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 167235 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 8511 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 172113 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 10647 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 178696 members 
Mstep: Class 20 contains 14019 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44661 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 3515 members 
Mstep: Class 25 contains 5238 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28352 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245400.000000 Penalty: 96178.070312
Iteration 152Q: 29 clusters Score -1.242454e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 180243 members 
Mstep: Class 5 contains 18902 members 
Mstep: Class 6 contains 12414 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167253 members 
Mstep: Class 9 contains 16386 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 8510 members 
Mstep: Class 13 contains 13084 members 
Mstep: Class 14 contains 172047 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 10654 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 178508 members 
Mstep: Class 20 contains 14018 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44668 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 5239 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28364 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245288.000000 Penalty: 96178.070312
Iteration 153Q: 29 clusters Score -1.242453e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 180305 members 
Mstep: Class 5 contains 19005 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 167256 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 8508 members 
Mstep: Class 13 contains 13094 members 
Mstep: Class 14 contains 172016 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10662 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 178322 members 
Mstep: Class 20 contains 14019 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44667 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5242 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28380 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245352.000000 Penalty: 96178.070312
Iteration 154Q: 29 clusters Score -1.242454e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 180379 members 
Mstep: Class 5 contains 19094 members 
Mstep: Class 6 contains 12424 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167255 members 
Mstep: Class 9 contains 16384 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19394 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 13090 members 
Mstep: Class 14 contains 171978 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 178169 members 
Mstep: Class 20 contains 14019 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44665 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5243 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28391 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245504.000000 Penalty: 96178.070312
Iteration 155Q: 29 clusters Score -1.242455e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 180478 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 12423 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 167264 members 
Mstep: Class 9 contains 16378 members 
Mstep: Class 10 contains 29200 members 
Mstep: Class 11 contains 19400 members 
Mstep: Class 12 contains 8507 members 
Mstep: Class 13 contains 13086 members 
Mstep: Class 14 contains 171930 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10685 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 178005 members 
Mstep: Class 20 contains 14022 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44676 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28405 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245688.000000 Penalty: 96178.070312
Iteration 156Q: 29 clusters Score -1.242457e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 180530 members 
Mstep: Class 5 contains 19265 members 
Mstep: Class 6 contains 12430 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 167263 members 
Mstep: Class 9 contains 16370 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19402 members 
Mstep: Class 12 contains 8505 members 
Mstep: Class 13 contains 13090 members 
Mstep: Class 14 contains 171893 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 177843 members 
Mstep: Class 20 contains 14028 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44686 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28413 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245656.000000 Penalty: 96178.070312
Iteration 157Q: 29 clusters Score -1.242457e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 180589 members 
Mstep: Class 5 contains 19341 members 
Mstep: Class 6 contains 12439 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167270 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19401 members 
Mstep: Class 12 contains 8499 members 
Mstep: Class 13 contains 13093 members 
Mstep: Class 14 contains 171860 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10705 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 177698 members 
Mstep: Class 20 contains 14030 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44686 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3523 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28424 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245824.000000 Penalty: 96178.070312
Iteration 158Q: 29 clusters Score -1.242458e+08 nChanged 844
Entering ConstructFrom: 
Score: -124245824.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 2 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -65984.671875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -65984.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64639.878906 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -64639.88 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65679.359375 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -65679.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66579.210938 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -66579.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67090.031250 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -67090.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67447.789062 Penalty: 3257.766602
	Iteration 4F: 3 clusters Score -67447.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67750.023438 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -67750.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67854.382812 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -67854.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67872.539062 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -67872.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67879.546875 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -67879.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67879.546875 Penalty: 3257.766602
	Iteration 9F: 3 clusters Score -67879.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 180652 members 
Mstep: Class 5 contains 19407 members 
Mstep: Class 6 contains 12447 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167267 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 13092 members 
Mstep: Class 14 contains 171851 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 177547 members 
Mstep: Class 20 contains 14034 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44694 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28437 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19640 members 
Entering Unmasked Estep 
Score: -124245888.000000 Penalty: 99613.000000
Splitting cluster 2 changes total score from -124245824.000000 to -124245888.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -340830.281250 Penalty: 1983.753784
	Iteration 0F: 2 clusters Score -340830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -337601.531250 Penalty: 3967.507568
	Iteration 0F: 3 clusters Score -337601.5 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -338316.437500 Penalty: 3967.507568
	Iteration 1F: 3 clusters Score -338316.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -338544.593750 Penalty: 3967.507568
	Iteration 2F: 3 clusters Score -338544.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -338698.375000 Penalty: 3967.507568
	Iteration 3F: 3 clusters Score -338698.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -338808.781250 Penalty: 3967.507568
	Iteration 4Q: 3 clusters Score -338808.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -338914.125000 Penalty: 3967.507568
	Iteration 5Q: 3 clusters Score -338914.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -339016.875000 Penalty: 3967.507568
	Iteration 6Q: 3 clusters Score -339016.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -339117.343750 Penalty: 3967.507568
	Iteration 7Q: 3 clusters Score -339117.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -339226.843750 Penalty: 3967.507568
	Iteration 8Q: 3 clusters Score -339226.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -339306.000000 Penalty: 3967.507568
	Iteration 9Q: 3 clusters Score -339306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -339363.562500 Penalty: 3967.507568
	Iteration 10Q: 3 clusters Score -339363.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -339403.781250 Penalty: 3967.507568
	Iteration 11Q: 3 clusters Score -339403.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -339430.250000 Penalty: 3967.507568
	Iteration 12Q: 3 clusters Score -339430.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -339447.625000 Penalty: 3967.507568
	Iteration 13Q: 3 clusters Score -339447.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -339461.156250 Penalty: 3967.507568
	Iteration 14Q: 3 clusters Score -339461.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -339469.187500 Penalty: 3967.507568
	Iteration 15Q: 3 clusters Score -339469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -339476.406250 Penalty: 3967.507568
	Iteration 16Q: 3 clusters Score -339476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -339481.656250 Penalty: 3967.507568
	Iteration 17Q: 3 clusters Score -339481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -339484.625000 Penalty: 3967.507568
	Iteration 18Q: 3 clusters Score -339484.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -339489.125000 Penalty: 3967.507568
	Iteration 19Q: 3 clusters Score -339489.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -339494.531250 Penalty: 3967.507568
	Iteration 20F: 3 clusters Score -339494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -339497.093750 Penalty: 3967.507568
	Iteration 21Q: 3 clusters Score -339497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -339497.750000 Penalty: 3967.507568
	Iteration 22Q: 3 clusters Score -339497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -339497.750000 Penalty: 3967.507568
	Iteration 23F: 3 clusters Score -339497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180652 members 
Entering Unmasked Estep 
Score: -22523752.000000 Penalty: 3001.873291
	Iteration 0F: 2 clusters Score -2.252375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -22407222.000000 Penalty: 6003.746582
	Iteration 0F: 3 clusters Score -2.240722e+07 nChanged 86797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -22457904.000000 Penalty: 6003.746582
	Iteration 1F: 3 clusters Score -2.24579e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -22459030.000000 Penalty: 6003.746582
	Iteration 2Q: 3 clusters Score -2.245903e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -22460702.000000 Penalty: 6003.746582
	Iteration 3Q: 3 clusters Score -2.24607e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -22463128.000000 Penalty: 6003.746582
	Iteration 4Q: 3 clusters Score -2.246313e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -22467006.000000 Penalty: 6003.746582
	Iteration 5F: 3 clusters Score -2.246701e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -22473548.000000 Penalty: 6003.746582
	Iteration 6F: 3 clusters Score -2.247355e+07 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131410 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -22482530.000000 Penalty: 6003.746582
	Iteration 7F: 3 clusters Score -2.248253e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -22492646.000000 Penalty: 6003.746582
	Iteration 8F: 3 clusters Score -2.249265e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156547 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -22502776.000000 Penalty: 6003.746582
	Iteration 9F: 3 clusters Score -2.250278e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -22511352.000000 Penalty: 6003.746582
	Iteration 10F: 3 clusters Score -2.251135e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -22516568.000000 Penalty: 6003.746582
	Iteration 11Q: 3 clusters Score -2.251657e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22519306.000000 Penalty: 6003.746582
	Iteration 12Q: 3 clusters Score -2.251931e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179639 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22520352.000000 Penalty: 6003.746582
	Iteration 13Q: 3 clusters Score -2.252035e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180146 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22520782.000000 Penalty: 6003.746582
	Iteration 14Q: 3 clusters Score -2.252078e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180285 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22520932.000000 Penalty: 6003.746582
	Iteration 15Q: 3 clusters Score -2.252093e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180336 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22521016.000000 Penalty: 6003.746582
	Iteration 16Q: 3 clusters Score -2.252102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180371 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22521100.000000 Penalty: 6003.746582
	Iteration 17Q: 3 clusters Score -2.25211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22521130.000000 Penalty: 6003.746582
	Iteration 18Q: 3 clusters Score -2.252113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22521144.000000 Penalty: 6003.746582
	Iteration 19Q: 3 clusters Score -2.252114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22521154.000000 Penalty: 6003.746582
	Iteration 20F: 3 clusters Score -2.252115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180381 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22521152.000000 Penalty: 6003.746582
	Iteration 21Q: 3 clusters Score -2.252115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180381 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22521142.000000 Penalty: 6003.746582
	Iteration 22Q: 3 clusters Score -2.252114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180382 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22521136.000000 Penalty: 6003.746582
	Iteration 23Q: 3 clusters Score -2.252114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180382 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22521144.000000 Penalty: 6003.746582
	Iteration 24Q: 3 clusters Score -2.252114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22521140.000000 Penalty: 6003.746582
	Iteration 25Q: 3 clusters Score -2.252114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22521156.000000 Penalty: 6003.746582
	Iteration 26Q: 3 clusters Score -2.252116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22521150.000000 Penalty: 6003.746582
	Iteration 27Q: 3 clusters Score -2.252115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22521150.000000 Penalty: 6003.746582
	Iteration 28F: 3 clusters Score -2.252115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Entering Unmasked Estep 
Score: -2322449.250000 Penalty: 2448.600586
	Iteration 0F: 2 clusters Score -2322449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2308699.000000 Penalty: 4897.201172
	Iteration 0F: 3 clusters Score -2308699 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2313310.250000 Penalty: 4897.201172
	Iteration 1F: 3 clusters Score -2313310 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2313706.000000 Penalty: 4897.201172
	Iteration 2F: 3 clusters Score -2313706 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2314016.750000 Penalty: 4897.201172
	Iteration 3Q: 3 clusters Score -2314017 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2314276.750000 Penalty: 4897.201172
	Iteration 4Q: 3 clusters Score -2314277 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2314563.500000 Penalty: 4897.201172
	Iteration 5Q: 3 clusters Score -2314564 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2314857.250000 Penalty: 4897.201172
	Iteration 6Q: 3 clusters Score -2314857 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2315181.250000 Penalty: 4897.201172
	Iteration 7Q: 3 clusters Score -2315181 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2315518.000000 Penalty: 4897.201172
	Iteration 8Q: 3 clusters Score -2315518 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2315915.500000 Penalty: 4897.201172
	Iteration 9Q: 3 clusters Score -2315916 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2316373.500000 Penalty: 4897.201172
	Iteration 10Q: 3 clusters Score -2316374 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2316895.250000 Penalty: 4897.201172
	Iteration 11Q: 3 clusters Score -2316895 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2317397.000000 Penalty: 4897.201172
	Iteration 12Q: 3 clusters Score -2317397 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2317773.250000 Penalty: 4897.201172
	Iteration 13Q: 3 clusters Score -2317773 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2318069.750000 Penalty: 4897.201172
	Iteration 14Q: 3 clusters Score -2318070 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2318303.000000 Penalty: 4897.201172
	Iteration 15Q: 3 clusters Score -2318303 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2318467.750000 Penalty: 4897.201172
	Iteration 16Q: 3 clusters Score -2318468 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2318566.750000 Penalty: 4897.201172
	Iteration 17Q: 3 clusters Score -2318567 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2318660.750000 Penalty: 4897.201172
	Iteration 18Q: 3 clusters Score -2318661 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2318743.000000 Penalty: 4897.201172
	Iteration 19Q: 3 clusters Score -2318743 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2318817.250000 Penalty: 4897.201172
	Iteration 20F: 3 clusters Score -2318817 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2318893.250000 Penalty: 4897.201172
	Iteration 21Q: 3 clusters Score -2318893 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2318945.250000 Penalty: 4897.201172
	Iteration 22Q: 3 clusters Score -2318945 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2319007.250000 Penalty: 4897.201172
	Iteration 23Q: 3 clusters Score -2319007 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2319064.750000 Penalty: 4897.201172
	Iteration 24Q: 3 clusters Score -2319065 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2319107.250000 Penalty: 4897.201172
	Iteration 25Q: 3 clusters Score -2319107 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2319159.250000 Penalty: 4897.201172
	Iteration 26Q: 3 clusters Score -2319159 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2319213.000000 Penalty: 4897.201172
	Iteration 27Q: 3 clusters Score -2319213 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2319250.500000 Penalty: 4897.201172
	Iteration 28Q: 3 clusters Score -2319250 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2319308.500000 Penalty: 4897.201172
	Iteration 29Q: 3 clusters Score -2319308 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2319362.750000 Penalty: 4897.201172
	Iteration 30Q: 3 clusters Score -2319363 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2319410.500000 Penalty: 4897.201172
	Iteration 31Q: 3 clusters Score -2319410 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2319463.750000 Penalty: 4897.201172
	Iteration 32Q: 3 clusters Score -2319464 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2319532.000000 Penalty: 4897.201172
	Iteration 33Q: 3 clusters Score -2319532 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2319606.500000 Penalty: 4897.201172
	Iteration 34Q: 3 clusters Score -2319606 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2319683.500000 Penalty: 4897.201172
	Iteration 35Q: 3 clusters Score -2319684 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2319758.000000 Penalty: 4897.201172
	Iteration 36Q: 3 clusters Score -2319758 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2319823.250000 Penalty: 4897.201172
	Iteration 37Q: 3 clusters Score -2319823 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2319894.500000 Penalty: 4897.201172
	Iteration 38Q: 3 clusters Score -2319894 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2319966.750000 Penalty: 4897.201172
	Iteration 39Q: 3 clusters Score -2319967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2320062.000000 Penalty: 4897.201172
	Iteration 40F: 3 clusters Score -2320062 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2320137.250000 Penalty: 4897.201172
	Iteration 41Q: 3 clusters Score -2320137 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2320204.250000 Penalty: 4897.201172
	Iteration 42Q: 3 clusters Score -2320204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2320260.500000 Penalty: 4897.201172
	Iteration 43Q: 3 clusters Score -2320260 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2320315.500000 Penalty: 4897.201172
	Iteration 44Q: 3 clusters Score -2320316 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2320378.000000 Penalty: 4897.201172
	Iteration 45Q: 3 clusters Score -2320378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2320433.000000 Penalty: 4897.201172
	Iteration 46Q: 3 clusters Score -2320433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2320462.250000 Penalty: 4897.201172
	Iteration 47Q: 3 clusters Score -2320462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2320485.000000 Penalty: 4897.201172
	Iteration 48Q: 3 clusters Score -2320485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2320512.500000 Penalty: 4897.201172
	Iteration 49Q: 3 clusters Score -2320512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2320525.250000 Penalty: 4897.201172
	Iteration 50Q: 3 clusters Score -2320525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2320537.750000 Penalty: 4897.201172
	Iteration 51Q: 3 clusters Score -2320538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2320561.500000 Penalty: 4897.201172
	Iteration 52Q: 3 clusters Score -2320562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2320582.000000 Penalty: 4897.201172
	Iteration 53Q: 3 clusters Score -2320582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2320588.500000 Penalty: 4897.201172
	Iteration 54Q: 3 clusters Score -2320588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2320598.250000 Penalty: 4897.201172
	Iteration 55Q: 3 clusters Score -2320598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2320602.750000 Penalty: 4897.201172
	Iteration 56Q: 3 clusters Score -2320603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2320605.500000 Penalty: 4897.201172
	Iteration 57Q: 3 clusters Score -2320606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2320607.000000 Penalty: 4897.201172
	Iteration 58Q: 3 clusters Score -2320607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2320610.250000 Penalty: 4897.201172
	Iteration 59Q: 3 clusters Score -2320610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2320611.000000 Penalty: 4897.201172
	Iteration 60F: 3 clusters Score -2320611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2320611.250000 Penalty: 4897.201172
	Iteration 61Q: 3 clusters Score -2320611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2320613.250000 Penalty: 4897.201172
	Iteration 62Q: 3 clusters Score -2320613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2320613.250000 Penalty: 4897.201172
	Iteration 63F: 3 clusters Score -2320613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Entering Unmasked Estep 
Score: -1449292.250000 Penalty: 2338.450195
	Iteration 0F: 2 clusters Score -1449292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1440107.500000 Penalty: 4676.900391
	Iteration 0F: 3 clusters Score -1440108 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1443006.375000 Penalty: 4676.900391
	Iteration 1F: 3 clusters Score -1443006 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1443512.000000 Penalty: 4676.900391
	Iteration 2F: 3 clusters Score -1443512 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1444047.500000 Penalty: 4676.900391
	Iteration 3F: 3 clusters Score -1444048 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1444742.625000 Penalty: 4676.900391
	Iteration 4F: 3 clusters Score -1444743 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1445502.625000 Penalty: 4676.900391
	Iteration 5F: 3 clusters Score -1445503 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1446111.625000 Penalty: 4676.900391
	Iteration 6F: 3 clusters Score -1446112 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1446562.875000 Penalty: 4676.900391
	Iteration 7Q: 3 clusters Score -1446563 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1446840.375000 Penalty: 4676.900391
	Iteration 8Q: 3 clusters Score -1446840 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1447064.250000 Penalty: 4676.900391
	Iteration 9Q: 3 clusters Score -1447064 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1447213.000000 Penalty: 4676.900391
	Iteration 10Q: 3 clusters Score -1447213 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1447308.000000 Penalty: 4676.900391
	Iteration 11Q: 3 clusters Score -1447308 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1447380.750000 Penalty: 4676.900391
	Iteration 12Q: 3 clusters Score -1447381 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1447438.625000 Penalty: 4676.900391
	Iteration 13Q: 3 clusters Score -1447439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1447479.250000 Penalty: 4676.900391
	Iteration 14Q: 3 clusters Score -1447479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1447508.500000 Penalty: 4676.900391
	Iteration 15Q: 3 clusters Score -1447508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1447533.625000 Penalty: 4676.900391
	Iteration 16Q: 3 clusters Score -1447534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1447548.000000 Penalty: 4676.900391
	Iteration 17Q: 3 clusters Score -1447548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1447560.250000 Penalty: 4676.900391
	Iteration 18Q: 3 clusters Score -1447560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1447575.875000 Penalty: 4676.900391
	Iteration 19Q: 3 clusters Score -1447576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1447589.250000 Penalty: 4676.900391
	Iteration 20F: 3 clusters Score -1447589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1447598.375000 Penalty: 4676.900391
	Iteration 21Q: 3 clusters Score -1447598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1447606.000000 Penalty: 4676.900391
	Iteration 22Q: 3 clusters Score -1447606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1447614.500000 Penalty: 4676.900391
	Iteration 23Q: 3 clusters Score -1447614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1447619.000000 Penalty: 4676.900391
	Iteration 24Q: 3 clusters Score -1447619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1447620.000000 Penalty: 4676.900391
	Iteration 25Q: 3 clusters Score -1447620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1447625.375000 Penalty: 4676.900391
	Iteration 26Q: 3 clusters Score -1447625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1447630.125000 Penalty: 4676.900391
	Iteration 27Q: 3 clusters Score -1447630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1447637.375000 Penalty: 4676.900391
	Iteration 28Q: 3 clusters Score -1447637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1447642.625000 Penalty: 4676.900391
	Iteration 29Q: 3 clusters Score -1447643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1447643.750000 Penalty: 4676.900391
	Iteration 30Q: 3 clusters Score -1447644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1447645.500000 Penalty: 4676.900391
	Iteration 31Q: 3 clusters Score -1447646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1447645.875000 Penalty: 4676.900391
	Iteration 32Q: 3 clusters Score -1447646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1447652.375000 Penalty: 4676.900391
	Iteration 33Q: 3 clusters Score -1447652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1447670.125000 Penalty: 4676.900391
	Iteration 34Q: 3 clusters Score -1447670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1447684.500000 Penalty: 4676.900391
	Iteration 35Q: 3 clusters Score -1447684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1447701.500000 Penalty: 4676.900391
	Iteration 36Q: 3 clusters Score -1447702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1447719.125000 Penalty: 4676.900391
	Iteration 37Q: 3 clusters Score -1447719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1447744.000000 Penalty: 4676.900391
	Iteration 38Q: 3 clusters Score -1447744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1447775.750000 Penalty: 4676.900391
	Iteration 39Q: 3 clusters Score -1447776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1447801.875000 Penalty: 4676.900391
	Iteration 40F: 3 clusters Score -1447802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1447821.750000 Penalty: 4676.900391
	Iteration 41Q: 3 clusters Score -1447822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1447837.375000 Penalty: 4676.900391
	Iteration 42Q: 3 clusters Score -1447837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1447845.125000 Penalty: 4676.900391
	Iteration 43Q: 3 clusters Score -1447845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1447850.750000 Penalty: 4676.900391
	Iteration 44Q: 3 clusters Score -1447851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1447855.375000 Penalty: 4676.900391
	Iteration 45Q: 3 clusters Score -1447855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1447855.875000 Penalty: 4676.900391
	Iteration 46Q: 3 clusters Score -1447856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1447858.625000 Penalty: 4676.900391
	Iteration 47Q: 3 clusters Score -1447859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1447866.875000 Penalty: 4676.900391
	Iteration 48Q: 3 clusters Score -1447867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1447874.250000 Penalty: 4676.900391
	Iteration 49Q: 3 clusters Score -1447874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1447890.750000 Penalty: 4676.900391
	Iteration 50Q: 3 clusters Score -1447891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1447909.500000 Penalty: 4676.900391
	Iteration 51Q: 3 clusters Score -1447910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1447918.000000 Penalty: 4676.900391
	Iteration 52Q: 3 clusters Score -1447918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1447931.875000 Penalty: 4676.900391
	Iteration 53Q: 3 clusters Score -1447932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1447947.250000 Penalty: 4676.900391
	Iteration 54Q: 3 clusters Score -1447947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1447968.000000 Penalty: 4676.900391
	Iteration 55Q: 3 clusters Score -1447968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1447982.000000 Penalty: 4676.900391
	Iteration 56Q: 3 clusters Score -1447982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1447997.875000 Penalty: 4676.900391
	Iteration 57Q: 3 clusters Score -1447998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1448010.125000 Penalty: 4676.900391
	Iteration 58Q: 3 clusters Score -1448010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1448017.125000 Penalty: 4676.900391
	Iteration 59Q: 3 clusters Score -1448017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1448024.375000 Penalty: 4676.900391
	Iteration 60F: 3 clusters Score -1448024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1448027.750000 Penalty: 4676.900391
	Iteration 61Q: 3 clusters Score -1448028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1448033.875000 Penalty: 4676.900391
	Iteration 62Q: 3 clusters Score -1448034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1448036.875000 Penalty: 4676.900391
	Iteration 63Q: 3 clusters Score -1448037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1448041.875000 Penalty: 4676.900391
	Iteration 64Q: 3 clusters Score -1448042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1448042.625000 Penalty: 4676.900391
	Iteration 65Q: 3 clusters Score -1448043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1448047.000000 Penalty: 4676.900391
	Iteration 66Q: 3 clusters Score -1448047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1448047.125000 Penalty: 4676.900391
	Iteration 67Q: 3 clusters Score -1448047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1448053.500000 Penalty: 4676.900391
	Iteration 68Q: 3 clusters Score -1448054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1448052.500000 Penalty: 4676.900391
	Iteration 69Q: 3 clusters Score -1448052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1448058.500000 Penalty: 4676.900391
	Iteration 70Q: 3 clusters Score -1448058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1448057.000000 Penalty: 4676.900391
	Iteration 71Q: 3 clusters Score -1448057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1448056.750000 Penalty: 4676.900391
	Iteration 72Q: 3 clusters Score -1448057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1448056.500000 Penalty: 4676.900391
	Iteration 73Q: 3 clusters Score -1448056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1448058.750000 Penalty: 4676.900391
	Iteration 74Q: 3 clusters Score -1448059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1448061.875000 Penalty: 4676.900391
	Iteration 75Q: 3 clusters Score -1448062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1448061.625000 Penalty: 4676.900391
	Iteration 76Q: 3 clusters Score -1448062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1448066.375000 Penalty: 4676.900391
	Iteration 77Q: 3 clusters Score -1448066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1448067.000000 Penalty: 4676.900391
	Iteration 78Q: 3 clusters Score -1448067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1448069.625000 Penalty: 4676.900391
	Iteration 79Q: 3 clusters Score -1448070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1448069.000000 Penalty: 4676.900391
	Iteration 80F: 3 clusters Score -1448069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1448069.250000 Penalty: 4676.900391
	Iteration 81Q: 3 clusters Score -1448069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1448069.250000 Penalty: 4676.900391
	Iteration 82F: 3 clusters Score -1448069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -592550.187500 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -592550.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -587963.187500 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -587963.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -589057.375000 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -589057.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -589325.625000 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -589325.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -589545.937500 Penalty: 4229.168457
	Iteration 3F: 3 clusters Score -589545.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -589721.812500 Penalty: 4229.168457
	Iteration 4F: 3 clusters Score -589721.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -589862.312500 Penalty: 4229.168457
	Iteration 5Q: 3 clusters Score -589862.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -589996.062500 Penalty: 4229.168457
	Iteration 6Q: 3 clusters Score -589996.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -590151.375000 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -590151.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -590319.562500 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -590319.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -590495.812500 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -590495.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -590654.250000 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -590654.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -590803.687500 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -590803.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -590938.625000 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -590938.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -591043.500000 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -591043.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -591130.125000 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -591130.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -591186.125000 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -591186.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -591224.250000 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -591224.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -591251.562500 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -591251.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -591280.562500 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -591280.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -591297.625000 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -591297.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -591311.812500 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -591311.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -591322.875000 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -591322.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -591330.937500 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -591330.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -591335.937500 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -591335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -591343.250000 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -591343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -591349.062500 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -591349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -591352.687500 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -591352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -591358.937500 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -591358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -591361.250000 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -591361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -591362.437500 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -591362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -591363.875000 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -591363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -591363.875000 Penalty: 4229.168457
	Iteration 31F: 3 clusters Score -591363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Entering Unmasked Estep 
Score: -20384936.000000 Penalty: 2982.781982
	Iteration 0F: 2 clusters Score -2.038494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -20274816.000000 Penalty: 5965.563965
	Iteration 0F: 3 clusters Score -2.027482e+07 nChanged 79771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -20321850.000000 Penalty: 5965.563965
	Iteration 1F: 3 clusters Score -2.032185e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -20324250.000000 Penalty: 5965.563965
	Iteration 2Q: 3 clusters Score -2.032425e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -20327680.000000 Penalty: 5965.563965
	Iteration 3Q: 3 clusters Score -2.032768e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105418 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -20333278.000000 Penalty: 5965.563965
	Iteration 4F: 3 clusters Score -2.033328e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -20341378.000000 Penalty: 5965.563965
	Iteration 5F: 3 clusters Score -2.034138e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126321 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -20351308.000000 Penalty: 5965.563965
	Iteration 6F: 3 clusters Score -2.035131e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137546 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -20361006.000000 Penalty: 5965.563965
	Iteration 7F: 3 clusters Score -2.036101e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -20368796.000000 Penalty: 5965.563965
	Iteration 8F: 3 clusters Score -2.03688e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -20374616.000000 Penalty: 5965.563965
	Iteration 9Q: 3 clusters Score -2.037462e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -20378220.000000 Penalty: 5965.563965
	Iteration 10Q: 3 clusters Score -2.037822e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163115 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -20380376.000000 Penalty: 5965.563965
	Iteration 11Q: 3 clusters Score -2.038038e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164803 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -20381474.000000 Penalty: 5965.563965
	Iteration 12Q: 3 clusters Score -2.038147e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165638 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -20381954.000000 Penalty: 5965.563965
	Iteration 13Q: 3 clusters Score -2.038195e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166045 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20382212.000000 Penalty: 5965.563965
	Iteration 14Q: 3 clusters Score -2.038221e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166262 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20382346.000000 Penalty: 5965.563965
	Iteration 15Q: 3 clusters Score -2.038235e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20382448.000000 Penalty: 5965.563965
	Iteration 16Q: 3 clusters Score -2.038245e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -20382468.000000 Penalty: 5965.563965
	Iteration 17Q: 3 clusters Score -2.038247e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166497 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -20382520.000000 Penalty: 5965.563965
	Iteration 18Q: 3 clusters Score -2.038252e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20382566.000000 Penalty: 5965.563965
	Iteration 19Q: 3 clusters Score -2.038257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20382554.000000 Penalty: 5965.563965
	Iteration 20F: 3 clusters Score -2.038255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166563 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20382546.000000 Penalty: 5965.563965
	Iteration 21Q: 3 clusters Score -2.038255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20382556.000000 Penalty: 5965.563965
	Iteration 22Q: 3 clusters Score -2.038256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -20382564.000000 Penalty: 5965.563965
	Iteration 23Q: 3 clusters Score -2.038256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166584 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -20382574.000000 Penalty: 5965.563965
	Iteration 24Q: 3 clusters Score -2.038257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20382560.000000 Penalty: 5965.563965
	Iteration 25Q: 3 clusters Score -2.038256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20382558.000000 Penalty: 5965.563965
	Iteration 26Q: 3 clusters Score -2.038256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20382564.000000 Penalty: 5965.563965
	Iteration 27Q: 3 clusters Score -2.038256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20382552.000000 Penalty: 5965.563965
	Iteration 28Q: 3 clusters Score -2.038255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20382562.000000 Penalty: 5965.563965
	Iteration 29Q: 3 clusters Score -2.038256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20382562.000000 Penalty: 5965.563965
	Iteration 30F: 3 clusters Score -2.038256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1919008.750000 Penalty: 2406.485840
	Iteration 0F: 2 clusters Score -1919009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1907250.750000 Penalty: 4812.971680
	Iteration 0F: 3 clusters Score -1907251 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1911371.125000 Penalty: 4812.971680
	Iteration 1F: 3 clusters Score -1911371 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1912062.375000 Penalty: 4812.971680
	Iteration 2F: 3 clusters Score -1912062 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1912918.250000 Penalty: 4812.971680
	Iteration 3F: 3 clusters Score -1912918 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1913627.875000 Penalty: 4812.971680
	Iteration 4F: 3 clusters Score -1913628 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1914248.125000 Penalty: 4812.971680
	Iteration 5F: 3 clusters Score -1914248 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1914789.500000 Penalty: 4812.971680
	Iteration 6F: 3 clusters Score -1914790 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1915337.125000 Penalty: 4812.971680
	Iteration 7F: 3 clusters Score -1915337 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1915861.500000 Penalty: 4812.971680
	Iteration 8Q: 3 clusters Score -1915862 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1916382.375000 Penalty: 4812.971680
	Iteration 9Q: 3 clusters Score -1916382 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1916830.750000 Penalty: 4812.971680
	Iteration 10Q: 3 clusters Score -1916831 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1917236.500000 Penalty: 4812.971680
	Iteration 11Q: 3 clusters Score -1917236 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1917616.000000 Penalty: 4812.971680
	Iteration 12Q: 3 clusters Score -1917616 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1918025.625000 Penalty: 4812.971680
	Iteration 13Q: 3 clusters Score -1918026 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1918305.250000 Penalty: 4812.971680
	Iteration 14Q: 3 clusters Score -1918305 nChanged 163
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: -1918455.375000 Penalty: 4812.971680
	Iteration 15Q: 3 clusters Score -1918455 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1918525.750000 Penalty: 4812.971680
	Iteration 16Q: 3 clusters Score -1918526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1918553.375000 Penalty: 4812.971680
	Iteration 17Q: 3 clusters Score -1918553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1918572.125000 Penalty: 4812.971680
	Iteration 18Q: 3 clusters Score -1918572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1918587.125000 Penalty: 4812.971680
	Iteration 19Q: 3 clusters Score -1918587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1918588.750000 Penalty: 4812.971680
	Iteration 20F: 3 clusters Score -1918589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1918588.125000 Penalty: 4812.971680
	Iteration 21Q: 3 clusters Score -1918588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1918588.000000 Penalty: 4812.971680
	Iteration 22Q: 3 clusters Score -1918588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1918594.250000 Penalty: 4812.971680
	Iteration 23Q: 3 clusters Score -1918594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1918595.625000 Penalty: 4812.971680
	Iteration 24Q: 3 clusters Score -1918596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1918601.375000 Penalty: 4812.971680
	Iteration 25Q: 3 clusters Score -1918601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1918602.250000 Penalty: 4812.971680
	Iteration 26Q: 3 clusters Score -1918602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1918605.875000 Penalty: 4812.971680
	Iteration 27Q: 3 clusters Score -1918606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1918611.625000 Penalty: 4812.971680
	Iteration 28Q: 3 clusters Score -1918612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1918614.000000 Penalty: 4812.971680
	Iteration 29Q: 3 clusters Score -1918614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1918611.500000 Penalty: 4812.971680
	Iteration 30Q: 3 clusters Score -1918612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1918612.250000 Penalty: 4812.971680
	Iteration 31Q: 3 clusters Score -1918612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1918612.500000 Penalty: 4812.971680
	Iteration 32Q: 3 clusters Score -1918612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1918616.250000 Penalty: 4812.971680
	Iteration 33Q: 3 clusters Score -1918616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1918618.750000 Penalty: 4812.971680
	Iteration 34Q: 3 clusters Score -1918619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1918620.000000 Penalty: 4812.971680
	Iteration 35Q: 3 clusters Score -1918620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1918621.625000 Penalty: 4812.971680
	Iteration 36Q: 3 clusters Score -1918622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1918621.125000 Penalty: 4812.971680
	Iteration 37Q: 3 clusters Score -1918621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1918621.125000 Penalty: 4812.971680
	Iteration 38F: 3 clusters Score -1918621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Entering Unmasked Estep 
Score: -3583584.000000 Penalty: 2549.900146
	Iteration 0F: 2 clusters Score -3583584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3563521.750000 Penalty: 5099.800293
	Iteration 0F: 3 clusters Score -3563522 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3570617.000000 Penalty: 5099.800293
	Iteration 1F: 3 clusters Score -3570617 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3571089.750000 Penalty: 5099.800293
	Iteration 2Q: 3 clusters Score -3571090 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3571479.500000 Penalty: 5099.800293
	Iteration 3Q: 3 clusters Score -3571480 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3571862.500000 Penalty: 5099.800293
	Iteration 4Q: 3 clusters Score -3571862 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3572301.750000 Penalty: 5099.800293
	Iteration 5Q: 3 clusters Score -3572302 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3572804.500000 Penalty: 5099.800293
	Iteration 6Q: 3 clusters Score -3572804 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3573397.500000 Penalty: 5099.800293
	Iteration 7Q: 3 clusters Score -3573398 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3574035.000000 Penalty: 5099.800293
	Iteration 8Q: 3 clusters Score -3574035 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3574651.000000 Penalty: 5099.800293
	Iteration 9Q: 3 clusters Score -3574651 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3575268.750000 Penalty: 5099.800293
	Iteration 10Q: 3 clusters Score -3575269 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3575777.500000 Penalty: 5099.800293
	Iteration 11Q: 3 clusters Score -3575778 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3576180.250000 Penalty: 5099.800293
	Iteration 12Q: 3 clusters Score -3576180 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3576552.250000 Penalty: 5099.800293
	Iteration 13Q: 3 clusters Score -3576552 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3576893.000000 Penalty: 5099.800293
	Iteration 14Q: 3 clusters Score -3576893 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3577171.000000 Penalty: 5099.800293
	Iteration 15Q: 3 clusters Score -3577171 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3577466.250000 Penalty: 5099.800293
	Iteration 16Q: 3 clusters Score -3577466 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3577747.000000 Penalty: 5099.800293
	Iteration 17Q: 3 clusters Score -3577747 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3578032.500000 Penalty: 5099.800293
	Iteration 18Q: 3 clusters Score -3578032 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3578316.000000 Penalty: 5099.800293
	Iteration 19Q: 3 clusters Score -3578316 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3578591.500000 Penalty: 5099.800293
	Iteration 20F: 3 clusters Score -3578592 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3578831.750000 Penalty: 5099.800293
	Iteration 21Q: 3 clusters Score -3578832 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3579046.250000 Penalty: 5099.800293
	Iteration 22Q: 3 clusters Score -3579046 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3579205.500000 Penalty: 5099.800293
	Iteration 23Q: 3 clusters Score -3579206 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3579386.250000 Penalty: 5099.800293
	Iteration 24Q: 3 clusters Score -3579386 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3579541.750000 Penalty: 5099.800293
	Iteration 25Q: 3 clusters Score -3579542 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3579720.750000 Penalty: 5099.800293
	Iteration 26Q: 3 clusters Score -3579721 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3579896.500000 Penalty: 5099.800293
	Iteration 27Q: 3 clusters Score -3579896 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3580088.000000 Penalty: 5099.800293
	Iteration 28Q: 3 clusters Score -3580088 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3580239.250000 Penalty: 5099.800293
	Iteration 29Q: 3 clusters Score -3580239 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3580362.250000 Penalty: 5099.800293
	Iteration 30Q: 3 clusters Score -3580362 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3580505.750000 Penalty: 5099.800293
	Iteration 31Q: 3 clusters Score -3580506 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3580657.250000 Penalty: 5099.800293
	Iteration 32Q: 3 clusters Score -3580657 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3580787.750000 Penalty: 5099.800293
	Iteration 33Q: 3 clusters Score -3580788 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3580917.000000 Penalty: 5099.800293
	Iteration 34Q: 3 clusters Score -3580917 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3581023.000000 Penalty: 5099.800293
	Iteration 35Q: 3 clusters Score -3581023 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3581110.750000 Penalty: 5099.800293
	Iteration 36Q: 3 clusters Score -3581111 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3581174.250000 Penalty: 5099.800293
	Iteration 37Q: 3 clusters Score -3581174 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3581259.750000 Penalty: 5099.800293
	Iteration 38Q: 3 clusters Score -3581260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3581328.500000 Penalty: 5099.800293
	Iteration 39Q: 3 clusters Score -3581328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3581381.750000 Penalty: 5099.800293
	Iteration 40F: 3 clusters Score -3581382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3581419.500000 Penalty: 5099.800293
	Iteration 41Q: 3 clusters Score -3581420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3581449.250000 Penalty: 5099.800293
	Iteration 42Q: 3 clusters Score -3581449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3581471.250000 Penalty: 5099.800293
	Iteration 43Q: 3 clusters Score -3581471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3581491.500000 Penalty: 5099.800293
	Iteration 44Q: 3 clusters Score -3581492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3581505.750000 Penalty: 5099.800293
	Iteration 45Q: 3 clusters Score -3581506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3581522.750000 Penalty: 5099.800293
	Iteration 46Q: 3 clusters Score -3581523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3581528.750000 Penalty: 5099.800293
	Iteration 47Q: 3 clusters Score -3581529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -3581540.000000 Penalty: 5099.800293
	Iteration 48Q: 3 clusters Score -3581540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3581544.500000 Penalty: 5099.800293
	Iteration 49Q: 3 clusters Score -3581544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3581555.000000 Penalty: 5099.800293
	Iteration 50Q: 3 clusters Score -3581555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3581564.000000 Penalty: 5099.800293
	Iteration 51Q: 3 clusters Score -3581564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3581573.000000 Penalty: 5099.800293
	Iteration 52Q: 3 clusters Score -3581573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3581572.000000 Penalty: 5099.800293
	Iteration 53Q: 3 clusters Score -3581572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3581579.250000 Penalty: 5099.800293
	Iteration 54Q: 3 clusters Score -3581579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3581579.000000 Penalty: 5099.800293
	Iteration 55Q: 3 clusters Score -3581579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3581581.000000 Penalty: 5099.800293
	Iteration 56Q: 3 clusters Score -3581581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3581582.750000 Penalty: 5099.800293
	Iteration 57Q: 3 clusters Score -3581583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3581591.250000 Penalty: 5099.800293
	Iteration 58Q: 3 clusters Score -3581591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3581588.250000 Penalty: 5099.800293
	Iteration 59Q: 3 clusters Score -3581588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3581590.500000 Penalty: 5099.800293
	Iteration 60F: 3 clusters Score -3581590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3581593.000000 Penalty: 5099.800293
	Iteration 61Q: 3 clusters Score -3581593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3581591.250000 Penalty: 5099.800293
	Iteration 62Q: 3 clusters Score -3581591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3581595.250000 Penalty: 5099.800293
	Iteration 63Q: 3 clusters Score -3581595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3581596.250000 Penalty: 5099.800293
	Iteration 64Q: 3 clusters Score -3581596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3581596.250000 Penalty: 5099.800293
	Iteration 65Q: 3 clusters Score -3581596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3581596.250000 Penalty: 5099.800293
	Iteration 66F: 3 clusters Score -3581596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Entering Unmasked Estep 
Score: -2391009.500000 Penalty: 2448.600586
	Iteration 0F: 2 clusters Score -2391010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2377368.000000 Penalty: 4897.201172
	Iteration 0F: 3 clusters Score -2377368 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2381841.250000 Penalty: 4897.201172
	Iteration 1F: 3 clusters Score -2381841 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2382152.250000 Penalty: 4897.201172
	Iteration 2Q: 3 clusters Score -2382152 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2382428.500000 Penalty: 4897.201172
	Iteration 3Q: 3 clusters Score -2382428 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2382672.250000 Penalty: 4897.201172
	Iteration 4Q: 3 clusters Score -2382672 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2382882.750000 Penalty: 4897.201172
	Iteration 5Q: 3 clusters Score -2382883 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2383043.750000 Penalty: 4897.201172
	Iteration 6Q: 3 clusters Score -2383044 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2383172.000000 Penalty: 4897.201172
	Iteration 7Q: 3 clusters Score -2383172 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2383302.500000 Penalty: 4897.201172
	Iteration 8Q: 3 clusters Score -2383302 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2383445.000000 Penalty: 4897.201172
	Iteration 9Q: 3 clusters Score -2383445 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2383591.750000 Penalty: 4897.201172
	Iteration 10Q: 3 clusters Score -2383592 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2383780.250000 Penalty: 4897.201172
	Iteration 11Q: 3 clusters Score -2383780 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2384021.000000 Penalty: 4897.201172
	Iteration 12Q: 3 clusters Score -2384021 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2384318.750000 Penalty: 4897.201172
	Iteration 13Q: 3 clusters Score -2384319 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2384698.500000 Penalty: 4897.201172
	Iteration 14Q: 3 clusters Score -2384698 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2385154.500000 Penalty: 4897.201172
	Iteration 15Q: 3 clusters Score -2385154 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2385670.250000 Penalty: 4897.201172
	Iteration 16Q: 3 clusters Score -2385670 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2386259.000000 Penalty: 4897.201172
	Iteration 17Q: 3 clusters Score -2386259 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2386801.500000 Penalty: 4897.201172
	Iteration 18Q: 3 clusters Score -2386802 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2387270.250000 Penalty: 4897.201172
	Iteration 19Q: 3 clusters Score -2387270 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2387647.250000 Penalty: 4897.201172
	Iteration 20F: 3 clusters Score -2387647 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2387963.250000 Penalty: 4897.201172
	Iteration 21Q: 3 clusters Score -2387963 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2388217.750000 Penalty: 4897.201172
	Iteration 22Q: 3 clusters Score -2388218 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2388412.500000 Penalty: 4897.201172
	Iteration 23Q: 3 clusters Score -2388412 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2388570.750000 Penalty: 4897.201172
	Iteration 24Q: 3 clusters Score -2388571 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2388680.000000 Penalty: 4897.201172
	Iteration 25Q: 3 clusters Score -2388680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2388761.750000 Penalty: 4897.201172
	Iteration 26Q: 3 clusters Score -2388762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2388807.000000 Penalty: 4897.201172
	Iteration 27Q: 3 clusters Score -2388807 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2388837.500000 Penalty: 4897.201172
	Iteration 28Q: 3 clusters Score -2388838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2388854.500000 Penalty: 4897.201172
	Iteration 29Q: 3 clusters Score -2388854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2388882.750000 Penalty: 4897.201172
	Iteration 30Q: 3 clusters Score -2388883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2388898.500000 Penalty: 4897.201172
	Iteration 31Q: 3 clusters Score -2388898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2388910.750000 Penalty: 4897.201172
	Iteration 32Q: 3 clusters Score -2388911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2388920.500000 Penalty: 4897.201172
	Iteration 33Q: 3 clusters Score -2388920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2388924.000000 Penalty: 4897.201172
	Iteration 34Q: 3 clusters Score -2388924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2388937.000000 Penalty: 4897.201172
	Iteration 35Q: 3 clusters Score -2388937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2388939.750000 Penalty: 4897.201172
	Iteration 36Q: 3 clusters Score -2388940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2388957.750000 Penalty: 4897.201172
	Iteration 37Q: 3 clusters Score -2388958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2388962.750000 Penalty: 4897.201172
	Iteration 38Q: 3 clusters Score -2388963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2388968.500000 Penalty: 4897.201172
	Iteration 39Q: 3 clusters Score -2388968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2388980.000000 Penalty: 4897.201172
	Iteration 40F: 3 clusters Score -2388980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2388987.500000 Penalty: 4897.201172
	Iteration 41Q: 3 clusters Score -2388988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2388999.500000 Penalty: 4897.201172
	Iteration 42Q: 3 clusters Score -2389000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2389005.000000 Penalty: 4897.201172
	Iteration 43Q: 3 clusters Score -2389005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2389013.750000 Penalty: 4897.201172
	Iteration 44Q: 3 clusters Score -2389014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2389014.250000 Penalty: 4897.201172
	Iteration 45Q: 3 clusters Score -2389014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2389016.500000 Penalty: 4897.201172
	Iteration 46Q: 3 clusters Score -2389016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2389022.500000 Penalty: 4897.201172
	Iteration 47Q: 3 clusters Score -2389022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2389022.250000 Penalty: 4897.201172
	Iteration 48Q: 3 clusters Score -2389022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2389030.250000 Penalty: 4897.201172
	Iteration 49Q: 3 clusters Score -2389030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2389030.500000 Penalty: 4897.201172
	Iteration 50Q: 3 clusters Score -2389030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2389031.250000 Penalty: 4897.201172
	Iteration 51Q: 3 clusters Score -2389031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2389034.000000 Penalty: 4897.201172
	Iteration 52Q: 3 clusters Score -2389034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2389036.250000 Penalty: 4897.201172
	Iteration 53Q: 3 clusters Score -2389036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2389039.750000 Penalty: 4897.201172
	Iteration 54Q: 3 clusters Score -2389040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2389044.750000 Penalty: 4897.201172
	Iteration 55Q: 3 clusters Score -2389045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2389050.500000 Penalty: 4897.201172
	Iteration 56Q: 3 clusters Score -2389050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2389048.250000 Penalty: 4897.201172
	Iteration 57Q: 3 clusters Score -2389048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2389047.500000 Penalty: 4897.201172
	Iteration 58Q: 3 clusters Score -2389048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2389048.000000 Penalty: 4897.201172
	Iteration 59Q: 3 clusters Score -2389048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2389050.250000 Penalty: 4897.201172
	Iteration 60F: 3 clusters Score -2389050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2389052.000000 Penalty: 4897.201172
	Iteration 61Q: 3 clusters Score -2389052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2389055.250000 Penalty: 4897.201172
	Iteration 62Q: 3 clusters Score -2389055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2389053.000000 Penalty: 4897.201172
	Iteration 63Q: 3 clusters Score -2389053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2389053.000000 Penalty: 4897.201172
	Iteration 64F: 3 clusters Score -2389053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Entering Unmasked Estep 
Score: -1034361.312500 Penalty: 2243.684570
	Iteration 0F: 2 clusters Score -1034361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1027689.000000 Penalty: 4487.369141
	Iteration 0F: 3 clusters Score -1027689 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1029534.750000 Penalty: 4487.369141
	Iteration 1F: 3 clusters Score -1029535 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1029804.687500 Penalty: 4487.369141
	Iteration 2F: 3 clusters Score -1029805 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1029979.625000 Penalty: 4487.369141
	Iteration 3Q: 3 clusters Score -1029980 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1030104.875000 Penalty: 4487.369141
	Iteration 4Q: 3 clusters Score -1030105 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1030205.687500 Penalty: 4487.369141
	Iteration 5Q: 3 clusters Score -1030206 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1030322.125000 Penalty: 4487.369141
	Iteration 6Q: 3 clusters Score -1030322 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1030453.875000 Penalty: 4487.369141
	Iteration 7Q: 3 clusters Score -1030454 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1030587.000000 Penalty: 4487.369141
	Iteration 8Q: 3 clusters Score -1030587 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1030767.875000 Penalty: 4487.369141
	Iteration 9Q: 3 clusters Score -1030768 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1030961.000000 Penalty: 4487.369141
	Iteration 10Q: 3 clusters Score -1030961 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1031190.750000 Penalty: 4487.369141
	Iteration 11Q: 3 clusters Score -1031191 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1031417.000000 Penalty: 4487.369141
	Iteration 12Q: 3 clusters Score -1031417 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1031634.750000 Penalty: 4487.369141
	Iteration 13Q: 3 clusters Score -1031635 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1031849.562500 Penalty: 4487.369141
	Iteration 14Q: 3 clusters Score -1031850 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1032029.000000 Penalty: 4487.369141
	Iteration 15Q: 3 clusters Score -1032029 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1032171.937500 Penalty: 4487.369141
	Iteration 16Q: 3 clusters Score -1032172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1032269.500000 Penalty: 4487.369141
	Iteration 17Q: 3 clusters Score -1032270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1032341.250000 Penalty: 4487.369141
	Iteration 18Q: 3 clusters Score -1032341 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1032406.750000 Penalty: 4487.369141
	Iteration 19Q: 3 clusters Score -1032407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1032462.250000 Penalty: 4487.369141
	Iteration 20F: 3 clusters Score -1032462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1032500.125000 Penalty: 4487.369141
	Iteration 21Q: 3 clusters Score -1032500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1032525.750000 Penalty: 4487.369141
	Iteration 22Q: 3 clusters Score -1032526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1032538.187500 Penalty: 4487.369141
	Iteration 23Q: 3 clusters Score -1032538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1032553.687500 Penalty: 4487.369141
	Iteration 24Q: 3 clusters Score -1032554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1032563.812500 Penalty: 4487.369141
	Iteration 25Q: 3 clusters Score -1032564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1032577.187500 Penalty: 4487.369141
	Iteration 26Q: 3 clusters Score -1032577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1032590.812500 Penalty: 4487.369141
	Iteration 27Q: 3 clusters Score -1032591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1032596.750000 Penalty: 4487.369141
	Iteration 28Q: 3 clusters Score -1032597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1032602.812500 Penalty: 4487.369141
	Iteration 29Q: 3 clusters Score -1032603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1032611.312500 Penalty: 4487.369141
	Iteration 30Q: 3 clusters Score -1032611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1032615.500000 Penalty: 4487.369141
	Iteration 31Q: 3 clusters Score -1032616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1032618.375000 Penalty: 4487.369141
	Iteration 32Q: 3 clusters Score -1032618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1032618.500000 Penalty: 4487.369141
	Iteration 33Q: 3 clusters Score -1032618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1032618.312500 Penalty: 4487.369141
	Iteration 34Q: 3 clusters Score -1032618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1032618.312500 Penalty: 4487.369141
	Iteration 35F: 3 clusters Score -1032618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Entering Unmasked Estep 
Score: -1565605.000000 Penalty: 2350.979492
	Iteration 0F: 2 clusters Score -1565605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1556051.000000 Penalty: 4701.958984
	Iteration 0F: 3 clusters Score -1556051 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1559445.250000 Penalty: 4701.958984
	Iteration 1F: 3 clusters Score -1559445 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1560149.375000 Penalty: 4701.958984
	Iteration 2F: 3 clusters Score -1560149 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1560908.625000 Penalty: 4701.958984
	Iteration 3F: 3 clusters Score -1560909 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1561680.750000 Penalty: 4701.958984
	Iteration 4F: 3 clusters Score -1561681 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1562409.500000 Penalty: 4701.958984
	Iteration 5F: 3 clusters Score -1562410 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1562993.375000 Penalty: 4701.958984
	Iteration 6F: 3 clusters Score -1562993 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1563381.625000 Penalty: 4701.958984
	Iteration 7Q: 3 clusters Score -1563382 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1563678.625000 Penalty: 4701.958984
	Iteration 8Q: 3 clusters Score -1563679 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1563917.875000 Penalty: 4701.958984
	Iteration 9Q: 3 clusters Score -1563918 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1564114.875000 Penalty: 4701.958984
	Iteration 10Q: 3 clusters Score -1564115 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1564269.375000 Penalty: 4701.958984
	Iteration 11Q: 3 clusters Score -1564269 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1564417.250000 Penalty: 4701.958984
	Iteration 12Q: 3 clusters Score -1564417 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1564561.125000 Penalty: 4701.958984
	Iteration 13Q: 3 clusters Score -1564561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1564636.500000 Penalty: 4701.958984
	Iteration 14Q: 3 clusters Score -1564636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1564696.500000 Penalty: 4701.958984
	Iteration 15Q: 3 clusters Score -1564696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1564731.000000 Penalty: 4701.958984
	Iteration 16Q: 3 clusters Score -1564731 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1564765.750000 Penalty: 4701.958984
	Iteration 17Q: 3 clusters Score -1564766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1564780.625000 Penalty: 4701.958984
	Iteration 18Q: 3 clusters Score -1564781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1564793.875000 Penalty: 4701.958984
	Iteration 19Q: 3 clusters Score -1564794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1564801.875000 Penalty: 4701.958984
	Iteration 20F: 3 clusters Score -1564802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1564812.000000 Penalty: 4701.958984
	Iteration 21Q: 3 clusters Score -1564812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1564821.500000 Penalty: 4701.958984
	Iteration 22Q: 3 clusters Score -1564822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1564833.250000 Penalty: 4701.958984
	Iteration 23Q: 3 clusters Score -1564833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1564834.375000 Penalty: 4701.958984
	Iteration 24Q: 3 clusters Score -1564834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1564844.250000 Penalty: 4701.958984
	Iteration 25Q: 3 clusters Score -1564844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1564851.250000 Penalty: 4701.958984
	Iteration 26Q: 3 clusters Score -1564851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1564853.375000 Penalty: 4701.958984
	Iteration 27Q: 3 clusters Score -1564853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1564854.125000 Penalty: 4701.958984
	Iteration 28Q: 3 clusters Score -1564854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1564860.000000 Penalty: 4701.958984
	Iteration 29Q: 3 clusters Score -1564860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1564867.375000 Penalty: 4701.958984
	Iteration 30Q: 3 clusters Score -1564867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1564867.125000 Penalty: 4701.958984
	Iteration 31Q: 3 clusters Score -1564867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1564870.125000 Penalty: 4701.958984
	Iteration 32Q: 3 clusters Score -1564870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1564878.375000 Penalty: 4701.958984
	Iteration 33Q: 3 clusters Score -1564878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1564880.500000 Penalty: 4701.958984
	Iteration 34Q: 3 clusters Score -1564880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1564880.250000 Penalty: 4701.958984
	Iteration 35Q: 3 clusters Score -1564880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1564886.750000 Penalty: 4701.958984
	Iteration 36Q: 3 clusters Score -1564887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1564891.375000 Penalty: 4701.958984
	Iteration 37Q: 3 clusters Score -1564891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1564897.625000 Penalty: 4701.958984
	Iteration 38Q: 3 clusters Score -1564898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1564900.625000 Penalty: 4701.958984
	Iteration 39Q: 3 clusters Score -1564901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1564908.125000 Penalty: 4701.958984
	Iteration 40F: 3 clusters Score -1564908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1564908.875000 Penalty: 4701.958984
	Iteration 41Q: 3 clusters Score -1564909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1564911.375000 Penalty: 4701.958984
	Iteration 42Q: 3 clusters Score -1564911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1564913.500000 Penalty: 4701.958984
	Iteration 43Q: 3 clusters Score -1564914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1564909.750000 Penalty: 4701.958984
	Iteration 44Q: 3 clusters Score -1564910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1564909.750000 Penalty: 4701.958984
	Iteration 45F: 3 clusters Score -1564910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171851 members 
Entering Unmasked Estep 
Score: -21139894.000000 Penalty: 2989.487061
	Iteration 0F: 2 clusters Score -2.113989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -21027016.000000 Penalty: 5978.974121
	Iteration 0F: 3 clusters Score -2.102702e+07 nChanged 82223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -21074516.000000 Penalty: 5978.974121
	Iteration 1F: 3 clusters Score -2.107452e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -21076130.000000 Penalty: 5978.974121
	Iteration 2Q: 3 clusters Score -2.107613e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -21078840.000000 Penalty: 5978.974121
	Iteration 3Q: 3 clusters Score -2.107884e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -21083840.000000 Penalty: 5978.974121
	Iteration 4F: 3 clusters Score -2.108384e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -21092634.000000 Penalty: 5978.974121
	Iteration 5F: 3 clusters Score -2.109263e+07 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139754 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -21106664.000000 Penalty: 5978.974121
	Iteration 6F: 3 clusters Score -2.110666e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -21121858.000000 Penalty: 5978.974121
	Iteration 7F: 3 clusters Score -2.112186e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -21131930.000000 Penalty: 5978.974121
	Iteration 8F: 3 clusters Score -2.113193e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21135692.000000 Penalty: 5978.974121
	Iteration 9Q: 3 clusters Score -2.113569e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171215 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21136696.000000 Penalty: 5978.974121
	Iteration 10Q: 3 clusters Score -2.11367e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21137020.000000 Penalty: 5978.974121
	Iteration 11Q: 3 clusters Score -2.113702e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171580 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21137134.000000 Penalty: 5978.974121
	Iteration 12Q: 3 clusters Score -2.113713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21137192.000000 Penalty: 5978.974121
	Iteration 13Q: 3 clusters Score -2.113719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21137212.000000 Penalty: 5978.974121
	Iteration 14Q: 3 clusters Score -2.113721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21137232.000000 Penalty: 5978.974121
	Iteration 15Q: 3 clusters Score -2.113723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171613 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21137262.000000 Penalty: 5978.974121
	Iteration 16Q: 3 clusters Score -2.113726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171618 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21137274.000000 Penalty: 5978.974121
	Iteration 17Q: 3 clusters Score -2.113727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21137286.000000 Penalty: 5978.974121
	Iteration 18Q: 3 clusters Score -2.113729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171624 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21137304.000000 Penalty: 5978.974121
	Iteration 19Q: 3 clusters Score -2.11373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171624 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21137296.000000 Penalty: 5978.974121
	Iteration 20F: 3 clusters Score -2.11373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21137302.000000 Penalty: 5978.974121
	Iteration 21Q: 3 clusters Score -2.11373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21137302.000000 Penalty: 5978.974121
	Iteration 22F: 3 clusters Score -2.11373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -699709.312500 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -699709.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -694749.250000 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -694749.2 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -696117.312500 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -696117.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -696470.125000 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -696470.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -696734.062500 Penalty: 4299.851562
	Iteration 3F: 3 clusters Score -696734.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -696945.000000 Penalty: 4299.851562
	Iteration 4F: 3 clusters Score -696945 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -697124.437500 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -697124.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -697272.750000 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -697272.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -697400.437500 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -697400.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -697512.500000 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -697512.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -697625.750000 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -697625.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -697741.250000 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -697741.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -697852.812500 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -697852.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -697939.437500 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -697939.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -698009.437500 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -698009.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -698070.812500 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -698070.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -698133.812500 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -698133.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -698205.687500 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -698205.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -698289.375000 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -698289.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -698367.250000 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -698367.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -698436.937500 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -698436.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -698489.875000 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -698489.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -698529.562500 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -698529.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -698557.562500 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -698557.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -698581.937500 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -698581.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -698602.500000 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -698602.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -698617.875000 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -698617.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -698629.375000 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -698629.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -698637.500000 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -698637.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -698643.500000 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -698643.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -698652.687500 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -698652.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -698658.937500 Penalty: 4299.851562
	Iteration 30Q: 3 clusters Score -698658.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -698664.187500 Penalty: 4299.851562
	Iteration 31Q: 3 clusters Score -698664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -698670.312500 Penalty: 4299.851562
	Iteration 32Q: 3 clusters Score -698670.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -698676.812500 Penalty: 4299.851562
	Iteration 33Q: 3 clusters Score -698676.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -698685.812500 Penalty: 4299.851562
	Iteration 34Q: 3 clusters Score -698685.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -698693.250000 Penalty: 4299.851562
	Iteration 35Q: 3 clusters Score -698693.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -698701.187500 Penalty: 4299.851562
	Iteration 36Q: 3 clusters Score -698701.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -698705.312500 Penalty: 4299.851562
	Iteration 37Q: 3 clusters Score -698705.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -698713.437500 Penalty: 4299.851562
	Iteration 38Q: 3 clusters Score -698713.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -698723.812500 Penalty: 4299.851562
	Iteration 39Q: 3 clusters Score -698723.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -698731.437500 Penalty: 4299.851562
	Iteration 40F: 3 clusters Score -698731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -698736.062500 Penalty: 4299.851562
	Iteration 41Q: 3 clusters Score -698736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -698742.250000 Penalty: 4299.851562
	Iteration 42Q: 3 clusters Score -698742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -698749.812500 Penalty: 4299.851562
	Iteration 43Q: 3 clusters Score -698749.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -698758.375000 Penalty: 4299.851562
	Iteration 44Q: 3 clusters Score -698758.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -698771.000000 Penalty: 4299.851562
	Iteration 45Q: 3 clusters Score -698771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -698780.187500 Penalty: 4299.851562
	Iteration 46Q: 3 clusters Score -698780.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -698787.000000 Penalty: 4299.851562
	Iteration 47Q: 3 clusters Score -698787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -698791.812500 Penalty: 4299.851562
	Iteration 48Q: 3 clusters Score -698791.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -698798.500000 Penalty: 4299.851562
	Iteration 49Q: 3 clusters Score -698798.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -698803.625000 Penalty: 4299.851562
	Iteration 50Q: 3 clusters Score -698803.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -698807.375000 Penalty: 4299.851562
	Iteration 51Q: 3 clusters Score -698807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -698808.812500 Penalty: 4299.851562
	Iteration 52Q: 3 clusters Score -698808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -698809.625000 Penalty: 4299.851562
	Iteration 53Q: 3 clusters Score -698809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -698809.687500 Penalty: 4299.851562
	Iteration 54Q: 3 clusters Score -698809.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -698809.875000 Penalty: 4299.851562
	Iteration 55Q: 3 clusters Score -698809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -698809.875000 Penalty: 4299.851562
	Iteration 56F: 3 clusters Score -698809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Entering Unmasked Estep 
Score: -6798488.500000 Penalty: 2708.143066
	Iteration 0F: 2 clusters Score -6798488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6761518.500000 Penalty: 5416.286133
	Iteration 0F: 3 clusters Score -6761518 nChanged 25650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6775646.500000 Penalty: 5416.286133
	Iteration 1F: 3 clusters Score -6775646 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -6776173.500000 Penalty: 5416.286133
	Iteration 2Q: 3 clusters Score -6776174 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -6776751.500000 Penalty: 5416.286133
	Iteration 3Q: 3 clusters Score -6776752 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -6777460.500000 Penalty: 5416.286133
	Iteration 4Q: 3 clusters Score -6777460 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -6778294.000000 Penalty: 5416.286133
	Iteration 5Q: 3 clusters Score -6778294 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -6779241.500000 Penalty: 5416.286133
	Iteration 6Q: 3 clusters Score -6779242 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -6780408.500000 Penalty: 5416.286133
	Iteration 7Q: 3 clusters Score -6780408 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -6781823.500000 Penalty: 5416.286133
	Iteration 8F: 3 clusters Score -6781824 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6783172.500000 Penalty: 5416.286133
	Iteration 9F: 3 clusters Score -6783172 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6784340.500000 Penalty: 5416.286133
	Iteration 10Q: 3 clusters Score -6784340 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -6785237.500000 Penalty: 5416.286133
	Iteration 11Q: 3 clusters Score -6785238 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -6785934.500000 Penalty: 5416.286133
	Iteration 12Q: 3 clusters Score -6785934 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -6786496.000000 Penalty: 5416.286133
	Iteration 13Q: 3 clusters Score -6786496 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -6786949.500000 Penalty: 5416.286133
	Iteration 14Q: 3 clusters Score -6786950 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6787296.500000 Penalty: 5416.286133
	Iteration 15Q: 3 clusters Score -6787296 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -6787703.500000 Penalty: 5416.286133
	Iteration 16Q: 3 clusters Score -6787704 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -6788148.500000 Penalty: 5416.286133
	Iteration 17Q: 3 clusters Score -6788148 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -6788543.000000 Penalty: 5416.286133
	Iteration 18Q: 3 clusters Score -6788543 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6788998.000000 Penalty: 5416.286133
	Iteration 19Q: 3 clusters Score -6788998 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6789607.000000 Penalty: 5416.286133
	Iteration 20F: 3 clusters Score -6789607 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -6790244.500000 Penalty: 5416.286133
	Iteration 21Q: 3 clusters Score -6790244 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -6790981.500000 Penalty: 5416.286133
	Iteration 22Q: 3 clusters Score -6790982 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -6791825.000000 Penalty: 5416.286133
	Iteration 23Q: 3 clusters Score -6791825 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -6792580.500000 Penalty: 5416.286133
	Iteration 24Q: 3 clusters Score -6792580 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -6793295.500000 Penalty: 5416.286133
	Iteration 25Q: 3 clusters Score -6793296 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6793906.000000 Penalty: 5416.286133
	Iteration 26Q: 3 clusters Score -6793906 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -6794524.000000 Penalty: 5416.286133
	Iteration 27Q: 3 clusters Score -6794524 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -6795014.500000 Penalty: 5416.286133
	Iteration 28Q: 3 clusters Score -6795014 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6795363.000000 Penalty: 5416.286133
	Iteration 29Q: 3 clusters Score -6795363 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6795618.500000 Penalty: 5416.286133
	Iteration 30Q: 3 clusters Score -6795618 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -6795834.000000 Penalty: 5416.286133
	Iteration 31Q: 3 clusters Score -6795834 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6796005.500000 Penalty: 5416.286133
	Iteration 32Q: 3 clusters Score -6796006 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -6796115.000000 Penalty: 5416.286133
	Iteration 33Q: 3 clusters Score -6796115 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -6796207.000000 Penalty: 5416.286133
	Iteration 34Q: 3 clusters Score -6796207 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -6796281.500000 Penalty: 5416.286133
	Iteration 35Q: 3 clusters Score -6796282 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -6796306.000000 Penalty: 5416.286133
	Iteration 36Q: 3 clusters Score -6796306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -6796341.500000 Penalty: 5416.286133
	Iteration 37Q: 3 clusters Score -6796342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -6796373.000000 Penalty: 5416.286133
	Iteration 38Q: 3 clusters Score -6796373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6796390.500000 Penalty: 5416.286133
	Iteration 39Q: 3 clusters Score -6796390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -6796388.000000 Penalty: 5416.286133
	Iteration 40F: 3 clusters Score -6796388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -6796407.500000 Penalty: 5416.286133
	Iteration 41Q: 3 clusters Score -6796408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -6796423.000000 Penalty: 5416.286133
	Iteration 42Q: 3 clusters Score -6796423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -6796424.000000 Penalty: 5416.286133
	Iteration 43Q: 3 clusters Score -6796424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -6796438.500000 Penalty: 5416.286133
	Iteration 44Q: 3 clusters Score -6796438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -6796444.500000 Penalty: 5416.286133
	Iteration 45Q: 3 clusters Score -6796444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -6796455.000000 Penalty: 5416.286133
	Iteration 46Q: 3 clusters Score -6796455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -6796457.500000 Penalty: 5416.286133
	Iteration 47Q: 3 clusters Score -6796458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -6796460.500000 Penalty: 5416.286133
	Iteration 48Q: 3 clusters Score -6796460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -6796459.000000 Penalty: 5416.286133
	Iteration 49Q: 3 clusters Score -6796459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6796458.000000 Penalty: 5416.286133
	Iteration 50Q: 3 clusters Score -6796458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -6796457.000000 Penalty: 5416.286133
	Iteration 51Q: 3 clusters Score -6796457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -6796448.000000 Penalty: 5416.286133
	Iteration 52Q: 3 clusters Score -6796448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -6796461.500000 Penalty: 5416.286133
	Iteration 53Q: 3 clusters Score -6796462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -6796463.000000 Penalty: 5416.286133
	Iteration 54Q: 3 clusters Score -6796463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -6796470.000000 Penalty: 5416.286133
	Iteration 55Q: 3 clusters Score -6796470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -6796472.500000 Penalty: 5416.286133
	Iteration 56Q: 3 clusters Score -6796472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6796471.000000 Penalty: 5416.286133
	Iteration 57Q: 3 clusters Score -6796471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -6796481.000000 Penalty: 5416.286133
	Iteration 58Q: 3 clusters Score -6796481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -6796485.500000 Penalty: 5416.286133
	Iteration 59Q: 3 clusters Score -6796486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -6796491.000000 Penalty: 5416.286133
	Iteration 60F: 3 clusters Score -6796491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -6796494.500000 Penalty: 5416.286133
	Iteration 61Q: 3 clusters Score -6796494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -6796487.000000 Penalty: 5416.286133
	Iteration 62Q: 3 clusters Score -6796487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -6796485.000000 Penalty: 5416.286133
	Iteration 63Q: 3 clusters Score -6796485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -6796488.500000 Penalty: 5416.286133
	Iteration 64Q: 3 clusters Score -6796488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -6796488.500000 Penalty: 5416.286133
	Iteration 65F: 3 clusters Score -6796488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Entering Unmasked Estep 
Score: -1263429.750000 Penalty: 2301.129150
	Iteration 0F: 2 clusters Score -1263430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1255242.500000 Penalty: 4602.258301
	Iteration 0F: 3 clusters Score -1255242 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1257631.000000 Penalty: 4602.258301
	Iteration 1F: 3 clusters Score -1257631 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1257966.125000 Penalty: 4602.258301
	Iteration 2F: 3 clusters Score -1257966 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1258232.375000 Penalty: 4602.258301
	Iteration 3F: 3 clusters Score -1258232 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1258488.875000 Penalty: 4602.258301
	Iteration 4Q: 3 clusters Score -1258489 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1258787.000000 Penalty: 4602.258301
	Iteration 5Q: 3 clusters Score -1258787 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1259117.375000 Penalty: 4602.258301
	Iteration 6F: 3 clusters Score -1259117 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1259440.000000 Penalty: 4602.258301
	Iteration 7Q: 3 clusters Score -1259440 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1259787.750000 Penalty: 4602.258301
	Iteration 8Q: 3 clusters Score -1259788 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1260127.750000 Penalty: 4602.258301
	Iteration 9Q: 3 clusters Score -1260128 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1260435.000000 Penalty: 4602.258301
	Iteration 10Q: 3 clusters Score -1260435 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1260705.875000 Penalty: 4602.258301
	Iteration 11Q: 3 clusters Score -1260706 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1260910.750000 Penalty: 4602.258301
	Iteration 12Q: 3 clusters Score -1260911 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1261083.000000 Penalty: 4602.258301
	Iteration 13Q: 3 clusters Score -1261083 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1261195.000000 Penalty: 4602.258301
	Iteration 14Q: 3 clusters Score -1261195 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1261272.500000 Penalty: 4602.258301
	Iteration 15Q: 3 clusters Score -1261272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1261331.750000 Penalty: 4602.258301
	Iteration 16Q: 3 clusters Score -1261332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1261376.875000 Penalty: 4602.258301
	Iteration 17Q: 3 clusters Score -1261377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1261409.750000 Penalty: 4602.258301
	Iteration 18Q: 3 clusters Score -1261410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1261434.750000 Penalty: 4602.258301
	Iteration 19Q: 3 clusters Score -1261435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1261463.625000 Penalty: 4602.258301
	Iteration 20F: 3 clusters Score -1261464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1261488.250000 Penalty: 4602.258301
	Iteration 21Q: 3 clusters Score -1261488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1261510.000000 Penalty: 4602.258301
	Iteration 22Q: 3 clusters Score -1261510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1261521.875000 Penalty: 4602.258301
	Iteration 23Q: 3 clusters Score -1261522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1261534.375000 Penalty: 4602.258301
	Iteration 24Q: 3 clusters Score -1261534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1261549.000000 Penalty: 4602.258301
	Iteration 25Q: 3 clusters Score -1261549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1261556.500000 Penalty: 4602.258301
	Iteration 26Q: 3 clusters Score -1261556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1261570.625000 Penalty: 4602.258301
	Iteration 27Q: 3 clusters Score -1261571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1261582.125000 Penalty: 4602.258301
	Iteration 28Q: 3 clusters Score -1261582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1261583.875000 Penalty: 4602.258301
	Iteration 29Q: 3 clusters Score -1261584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1261588.000000 Penalty: 4602.258301
	Iteration 30Q: 3 clusters Score -1261588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1261587.375000 Penalty: 4602.258301
	Iteration 31Q: 3 clusters Score -1261587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1261587.375000 Penalty: 4602.258301
	Iteration 32F: 3 clusters Score -1261587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -560265.437500 Penalty: 2105.628662
	Iteration 0F: 2 clusters Score -560265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -555874.625000 Penalty: 4211.257324
	Iteration 0F: 3 clusters Score -555874.6 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -557000.875000 Penalty: 4211.257324
	Iteration 1F: 3 clusters Score -557000.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -557218.000000 Penalty: 4211.257324
	Iteration 2F: 3 clusters Score -557218 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -557383.312500 Penalty: 4211.257324
	Iteration 3Q: 3 clusters Score -557383.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -557532.500000 Penalty: 4211.257324
	Iteration 4Q: 3 clusters Score -557532.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -557675.125000 Penalty: 4211.257324
	Iteration 5Q: 3 clusters Score -557675.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -557821.312500 Penalty: 4211.257324
	Iteration 6Q: 3 clusters Score -557821.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -557989.312500 Penalty: 4211.257324
	Iteration 7Q: 3 clusters Score -557989.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -558149.687500 Penalty: 4211.257324
	Iteration 8Q: 3 clusters Score -558149.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558301.000000 Penalty: 4211.257324
	Iteration 9Q: 3 clusters Score -558301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -558453.125000 Penalty: 4211.257324
	Iteration 10Q: 3 clusters Score -558453.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -558591.062500 Penalty: 4211.257324
	Iteration 11Q: 3 clusters Score -558591.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -558712.500000 Penalty: 4211.257324
	Iteration 12Q: 3 clusters Score -558712.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -558803.312500 Penalty: 4211.257324
	Iteration 13Q: 3 clusters Score -558803.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -558873.875000 Penalty: 4211.257324
	Iteration 14Q: 3 clusters Score -558873.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -558930.625000 Penalty: 4211.257324
	Iteration 15Q: 3 clusters Score -558930.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -558984.937500 Penalty: 4211.257324
	Iteration 16Q: 3 clusters Score -558984.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -559048.375000 Penalty: 4211.257324
	Iteration 17Q: 3 clusters Score -559048.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -559095.000000 Penalty: 4211.257324
	Iteration 18Q: 3 clusters Score -559095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -559121.937500 Penalty: 4211.257324
	Iteration 19Q: 3 clusters Score -559121.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -559145.125000 Penalty: 4211.257324
	Iteration 20F: 3 clusters Score -559145.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -559158.812500 Penalty: 4211.257324
	Iteration 21Q: 3 clusters Score -559158.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -559169.875000 Penalty: 4211.257324
	Iteration 22Q: 3 clusters Score -559169.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -559183.437500 Penalty: 4211.257324
	Iteration 23Q: 3 clusters Score -559183.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -559191.812500 Penalty: 4211.257324
	Iteration 24Q: 3 clusters Score -559191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -559198.625000 Penalty: 4211.257324
	Iteration 25Q: 3 clusters Score -559198.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -559208.875000 Penalty: 4211.257324
	Iteration 26Q: 3 clusters Score -559208.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -559216.687500 Penalty: 4211.257324
	Iteration 27Q: 3 clusters Score -559216.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -559223.750000 Penalty: 4211.257324
	Iteration 28Q: 3 clusters Score -559223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -559225.500000 Penalty: 4211.257324
	Iteration 29Q: 3 clusters Score -559225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -559228.000000 Penalty: 4211.257324
	Iteration 30Q: 3 clusters Score -559228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -559230.250000 Penalty: 4211.257324
	Iteration 31Q: 3 clusters Score -559230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -559233.375000 Penalty: 4211.257324
	Iteration 32Q: 3 clusters Score -559233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -559234.250000 Penalty: 4211.257324
	Iteration 33Q: 3 clusters Score -559234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -559234.437500 Penalty: 4211.257324
	Iteration 34Q: 3 clusters Score -559234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -559235.062500 Penalty: 4211.257324
	Iteration 35Q: 3 clusters Score -559235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -559235.062500 Penalty: 4211.257324
	Iteration 36F: 3 clusters Score -559235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177547 members 
Entering Unmasked Estep 
Score: -22016252.000000 Penalty: 2997.573730
	Iteration 0F: 2 clusters Score -2.201625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -21899812.000000 Penalty: 5995.147461
	Iteration 0F: 3 clusters Score -2.189981e+07 nChanged 85596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -21948862.000000 Penalty: 5995.147461
	Iteration 1F: 3 clusters Score -2.194886e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -21949708.000000 Penalty: 5995.147461
	Iteration 2Q: 3 clusters Score -2.194971e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -21950894.000000 Penalty: 5995.147461
	Iteration 3Q: 3 clusters Score -2.195089e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -21952052.000000 Penalty: 5995.147461
	Iteration 4Q: 3 clusters Score -2.195205e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -21954082.000000 Penalty: 5995.147461
	Iteration 5Q: 3 clusters Score -2.195408e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -21957212.000000 Penalty: 5995.147461
	Iteration 6Q: 3 clusters Score -2.195721e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -21962290.000000 Penalty: 5995.147461
	Iteration 7Q: 3 clusters Score -2.196229e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -21969236.000000 Penalty: 5995.147461
	Iteration 8F: 3 clusters Score -2.196924e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -21977194.000000 Penalty: 5995.147461
	Iteration 9F: 3 clusters Score -2.197719e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -21984574.000000 Penalty: 5995.147461
	Iteration 10F: 3 clusters Score -2.198457e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 134230 members 
Entering Unmasked Estep 
Score: -21990996.000000 Penalty: 5995.147461
	Iteration 11F: 3 clusters Score -2.1991e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 141713 members 
Entering Unmasked Estep 
Score: -21996644.000000 Penalty: 5995.147461
	Iteration 12Q: 3 clusters Score -2.199664e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 148718 members 
Entering Unmasked Estep 
Score: -22001000.000000 Penalty: 5995.147461
	Iteration 13Q: 3 clusters Score -2.2001e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -22004820.000000 Penalty: 5995.147461
	Iteration 14Q: 3 clusters Score -2.200482e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -22007754.000000 Penalty: 5995.147461
	Iteration 15Q: 3 clusters Score -2.200775e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -22009898.000000 Penalty: 5995.147461
	Iteration 16Q: 3 clusters Score -2.20099e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 167336 members 
Entering Unmasked Estep 
Score: -22011488.000000 Penalty: 5995.147461
	Iteration 17Q: 3 clusters Score -2.201149e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 169568 members 
Entering Unmasked Estep 
Score: -22012522.000000 Penalty: 5995.147461
	Iteration 18Q: 3 clusters Score -2.201252e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 171161 members 
Entering Unmasked Estep 
Score: -22013080.000000 Penalty: 5995.147461
	Iteration 19Q: 3 clusters Score -2.201308e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 172292 members 
Entering Unmasked Estep 
Score: -22013326.000000 Penalty: 5995.147461
	Iteration 20F: 3 clusters Score -2.201333e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -22013662.000000 Penalty: 5995.147461
	Iteration 21Q: 3 clusters Score -2.201366e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 173676 members 
Entering Unmasked Estep 
Score: -22013856.000000 Penalty: 5995.147461
	Iteration 22Q: 3 clusters Score -2.201386e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 174102 members 
Entering Unmasked Estep 
Score: -22013960.000000 Penalty: 5995.147461
	Iteration 23Q: 3 clusters Score -2.201396e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -22014014.000000 Penalty: 5995.147461
	Iteration 24Q: 3 clusters Score -2.201401e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -22014028.000000 Penalty: 5995.147461
	Iteration 25Q: 3 clusters Score -2.201403e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -22014040.000000 Penalty: 5995.147461
	Iteration 26Q: 3 clusters Score -2.201404e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 174956 members 
Entering Unmasked Estep 
Score: -22014040.000000 Penalty: 5995.147461
	Iteration 27Q: 3 clusters Score -2.201404e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -22014064.000000 Penalty: 5995.147461
	Iteration 28Q: 3 clusters Score -2.201406e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -22014086.000000 Penalty: 5995.147461
	Iteration 29Q: 3 clusters Score -2.201409e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 175192 members 
Entering Unmasked Estep 
Score: -22014076.000000 Penalty: 5995.147461
	Iteration 30Q: 3 clusters Score -2.201408e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -22014116.000000 Penalty: 5995.147461
	Iteration 31Q: 3 clusters Score -2.201412e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -22014144.000000 Penalty: 5995.147461
	Iteration 32Q: 3 clusters Score -2.201414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 175330 members 
Entering Unmasked Estep 
Score: -22014150.000000 Penalty: 5995.147461
	Iteration 33Q: 3 clusters Score -2.201415e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 175368 members 
Entering Unmasked Estep 
Score: -22014142.000000 Penalty: 5995.147461
	Iteration 34Q: 3 clusters Score -2.201414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -22014112.000000 Penalty: 5995.147461
	Iteration 35Q: 3 clusters Score -2.201411e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 175423 members 
Entering Unmasked Estep 
Score: -22014114.000000 Penalty: 5995.147461
	Iteration 36Q: 3 clusters Score -2.201411e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 175447 members 
Entering Unmasked Estep 
Score: -22014140.000000 Penalty: 5995.147461
	Iteration 37Q: 3 clusters Score -2.201414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -22014130.000000 Penalty: 5995.147461
	Iteration 38Q: 3 clusters Score -2.201413e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 175490 members 
Entering Unmasked Estep 
Score: -22014142.000000 Penalty: 5995.147461
	Iteration 39Q: 3 clusters Score -2.201414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 175516 members 
Entering Unmasked Estep 
Score: -22014158.000000 Penalty: 5995.147461
	Iteration 40F: 3 clusters Score -2.201416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 175537 members 
Entering Unmasked Estep 
Score: -22014188.000000 Penalty: 5995.147461
	Iteration 41Q: 3 clusters Score -2.201419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 175561 members 
Entering Unmasked Estep 
Score: -22014206.000000 Penalty: 5995.147461
	Iteration 42Q: 3 clusters Score -2.201421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 175583 members 
Entering Unmasked Estep 
Score: -22014184.000000 Penalty: 5995.147461
	Iteration 43Q: 3 clusters Score -2.201418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 175592 members 
Entering Unmasked Estep 
Score: -22014174.000000 Penalty: 5995.147461
	Iteration 44Q: 3 clusters Score -2.201417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -22014192.000000 Penalty: 5995.147461
	Iteration 45Q: 3 clusters Score -2.201419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 175612 members 
Entering Unmasked Estep 
Score: -22014218.000000 Penalty: 5995.147461
	Iteration 46Q: 3 clusters Score -2.201422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 175619 members 
Entering Unmasked Estep 
Score: -22014204.000000 Penalty: 5995.147461
	Iteration 47Q: 3 clusters Score -2.20142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -22014220.000000 Penalty: 5995.147461
	Iteration 48Q: 3 clusters Score -2.201422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 175639 members 
Entering Unmasked Estep 
Score: -22014230.000000 Penalty: 5995.147461
	Iteration 49Q: 3 clusters Score -2.201423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -22014228.000000 Penalty: 5995.147461
	Iteration 50Q: 3 clusters Score -2.201423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 175662 members 
Entering Unmasked Estep 
Score: -22014232.000000 Penalty: 5995.147461
	Iteration 51Q: 3 clusters Score -2.201423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -22014230.000000 Penalty: 5995.147461
	Iteration 52Q: 3 clusters Score -2.201423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 175680 members 
Entering Unmasked Estep 
Score: -22014236.000000 Penalty: 5995.147461
	Iteration 53Q: 3 clusters Score -2.201424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 175689 members 
Entering Unmasked Estep 
Score: -22014246.000000 Penalty: 5995.147461
	Iteration 54Q: 3 clusters Score -2.201425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -22014260.000000 Penalty: 5995.147461
	Iteration 55Q: 3 clusters Score -2.201426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -22014256.000000 Penalty: 5995.147461
	Iteration 56Q: 3 clusters Score -2.201426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -22014266.000000 Penalty: 5995.147461
	Iteration 57Q: 3 clusters Score -2.201427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 175722 members 
Entering Unmasked Estep 
Score: -22014264.000000 Penalty: 5995.147461
	Iteration 58Q: 3 clusters Score -2.201426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 175729 members 
Entering Unmasked Estep 
Score: -22014272.000000 Penalty: 5995.147461
	Iteration 59Q: 3 clusters Score -2.201427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -22014264.000000 Penalty: 5995.147461
	Iteration 60F: 3 clusters Score -2.201426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -22014252.000000 Penalty: 5995.147461
	Iteration 61Q: 3 clusters Score -2.201425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -22014256.000000 Penalty: 5995.147461
	Iteration 62Q: 3 clusters Score -2.201426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -22014262.000000 Penalty: 5995.147461
	Iteration 63Q: 3 clusters Score -2.201426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 175739 members 
Entering Unmasked Estep 
Score: -22014266.000000 Penalty: 5995.147461
	Iteration 64Q: 3 clusters Score -2.201427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -22014266.000000 Penalty: 5995.147461
	Iteration 65Q: 3 clusters Score -2.201427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -22014268.000000 Penalty: 5995.147461
	Iteration 66Q: 3 clusters Score -2.201427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -22014268.000000 Penalty: 5995.147461
	Iteration 67F: 3 clusters Score -2.201427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Entering Unmasked Estep 
Score: -1733513.875000 Penalty: 2368.211182
	Iteration 0F: 2 clusters Score -1733514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1723270.625000 Penalty: 4736.422363
	Iteration 0F: 3 clusters Score -1723271 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1726479.750000 Penalty: 4736.422363
	Iteration 1F: 3 clusters Score -1726480 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1726796.250000 Penalty: 4736.422363
	Iteration 2F: 3 clusters Score -1726796 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1726994.875000 Penalty: 4736.422363
	Iteration 3Q: 3 clusters Score -1726995 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1727149.125000 Penalty: 4736.422363
	Iteration 4Q: 3 clusters Score -1727149 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1727292.625000 Penalty: 4736.422363
	Iteration 5Q: 3 clusters Score -1727293 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1727405.250000 Penalty: 4736.422363
	Iteration 6Q: 3 clusters Score -1727405 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1727540.125000 Penalty: 4736.422363
	Iteration 7Q: 3 clusters Score -1727540 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1727715.000000 Penalty: 4736.422363
	Iteration 8Q: 3 clusters Score -1727715 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1727899.250000 Penalty: 4736.422363
	Iteration 9Q: 3 clusters Score -1727899 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1728153.875000 Penalty: 4736.422363
	Iteration 10Q: 3 clusters Score -1728154 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1728508.625000 Penalty: 4736.422363
	Iteration 11Q: 3 clusters Score -1728509 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1728963.750000 Penalty: 4736.422363
	Iteration 12Q: 3 clusters Score -1728964 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1729523.125000 Penalty: 4736.422363
	Iteration 13F: 3 clusters Score -1729523 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1730056.125000 Penalty: 4736.422363
	Iteration 14Q: 3 clusters Score -1730056 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1730479.750000 Penalty: 4736.422363
	Iteration 15Q: 3 clusters Score -1730480 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1730835.250000 Penalty: 4736.422363
	Iteration 16Q: 3 clusters Score -1730835 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1731095.375000 Penalty: 4736.422363
	Iteration 17Q: 3 clusters Score -1731095 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1731248.125000 Penalty: 4736.422363
	Iteration 18Q: 3 clusters Score -1731248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1731343.875000 Penalty: 4736.422363
	Iteration 19Q: 3 clusters Score -1731344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1731389.125000 Penalty: 4736.422363
	Iteration 20F: 3 clusters Score -1731389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1731425.000000 Penalty: 4736.422363
	Iteration 21Q: 3 clusters Score -1731425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1731452.000000 Penalty: 4736.422363
	Iteration 22Q: 3 clusters Score -1731452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1731469.000000 Penalty: 4736.422363
	Iteration 23Q: 3 clusters Score -1731469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1731480.250000 Penalty: 4736.422363
	Iteration 24Q: 3 clusters Score -1731480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1731483.125000 Penalty: 4736.422363
	Iteration 25Q: 3 clusters Score -1731483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1731488.875000 Penalty: 4736.422363
	Iteration 26Q: 3 clusters Score -1731489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1731495.125000 Penalty: 4736.422363
	Iteration 27Q: 3 clusters Score -1731495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1731499.625000 Penalty: 4736.422363
	Iteration 28Q: 3 clusters Score -1731500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1731501.875000 Penalty: 4736.422363
	Iteration 29Q: 3 clusters Score -1731502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1731509.125000 Penalty: 4736.422363
	Iteration 30Q: 3 clusters Score -1731509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1731508.375000 Penalty: 4736.422363
	Iteration 31Q: 3 clusters Score -1731508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1731512.125000 Penalty: 4736.422363
	Iteration 32Q: 3 clusters Score -1731512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1731513.000000 Penalty: 4736.422363
	Iteration 33Q: 3 clusters Score -1731513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1731513.625000 Penalty: 4736.422363
	Iteration 34Q: 3 clusters Score -1731514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1731513.625000 Penalty: 4736.422363
	Iteration 35F: 3 clusters Score -1731514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -137749.812500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -137749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135622.031250 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -135622 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -136143.093750 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -136143.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -136334.703125 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -136334.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136448.171875 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -136448.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136543.250000 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -136543.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136597.265625 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -136597.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -136645.343750 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -136645.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -136711.750000 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -136711.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136809.640625 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -136809.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -136898.109375 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -136898.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -137006.421875 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -137006.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137100.843750 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -137100.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137208.609375 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -137208.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137344.000000 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -137344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -137438.281250 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -137438.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137485.062500 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -137485.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -137520.859375 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -137520.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -137557.140625 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -137557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137586.203125 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -137586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137599.843750 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -137599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -137624.390625 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -137624.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137691.078125 Penalty: 3544.408447
	Iteration 21Q: 3 clusters Score -137691.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137811.500000 Penalty: 3544.408447
	Iteration 22Q: 3 clusters Score -137811.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137895.234375 Penalty: 3544.408447
	Iteration 23Q: 3 clusters Score -137895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137925.625000 Penalty: 3544.408447
	Iteration 24Q: 3 clusters Score -137925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137960.937500 Penalty: 3544.408447
	Iteration 25Q: 3 clusters Score -137960.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138028.468750 Penalty: 3544.408447
	Iteration 26Q: 3 clusters Score -138028.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -138168.703125 Penalty: 3544.408447
	Iteration 27Q: 3 clusters Score -138168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138219.656250 Penalty: 3544.408447
	Iteration 28Q: 3 clusters Score -138219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138219.656250 Penalty: 3544.408447
	Iteration 29F: 3 clusters Score -138219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 180652 members 
Mstep: Class 5 contains 19407 members 
Mstep: Class 6 contains 12447 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167267 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 13092 members 
Mstep: Class 14 contains 171851 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 177547 members 
Mstep: Class 20 contains 14034 members 
Mstep: Class 21 contains 759 members 
Mstep: Class 22 contains 44694 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28437 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19640 members 
Mstep: Class 30 contains 510 members 
Entering Unmasked Estep 
Score: -124244728.000000 Penalty: 103047.937500
Splitting cluster 21 changes total score from -124245824.000000 to -124244728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (44694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Entering Unmasked Estep 
Score: -5280789.500000 Penalty: 2655.483643
	Iteration 0F: 2 clusters Score -5280790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5250523.500000 Penalty: 5310.967285
	Iteration 0F: 3 clusters Score -5250524 nChanged 20546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5261928.000000 Penalty: 5310.967285
	Iteration 1F: 3 clusters Score -5261928 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5262716.000000 Penalty: 5310.967285
	Iteration 2Q: 3 clusters Score -5262716 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -5263960.000000 Penalty: 5310.967285
	Iteration 3F: 3 clusters Score -5263960 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -5266099.000000 Penalty: 5310.967285
	Iteration 4F: 3 clusters Score -5266099 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5269067.500000 Penalty: 5310.967285
	Iteration 5F: 3 clusters Score -5269068 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -5272295.000000 Penalty: 5310.967285
	Iteration 6F: 3 clusters Score -5272295 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -5274849.000000 Penalty: 5310.967285
	Iteration 7F: 3 clusters Score -5274849 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -5276655.000000 Penalty: 5310.967285
	Iteration 8Q: 3 clusters Score -5276655 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -5278112.500000 Penalty: 5310.967285
	Iteration 9Q: 3 clusters Score -5278112 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -5279319.500000 Penalty: 5310.967285
	Iteration 10Q: 3 clusters Score -5279320 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -5279965.000000 Penalty: 5310.967285
	Iteration 11Q: 3 clusters Score -5279965 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5280154.500000 Penalty: 5310.967285
	Iteration 12Q: 3 clusters Score -5280154 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -5280202.000000 Penalty: 5310.967285
	Iteration 13Q: 3 clusters Score -5280202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -5280222.500000 Penalty: 5310.967285
	Iteration 14Q: 3 clusters Score -5280222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -5280223.000000 Penalty: 5310.967285
	Iteration 15Q: 3 clusters Score -5280223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -5280226.500000 Penalty: 5310.967285
	Iteration 16Q: 3 clusters Score -5280226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5280228.500000 Penalty: 5310.967285
	Iteration 17Q: 3 clusters Score -5280228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -5280230.000000 Penalty: 5310.967285
	Iteration 18Q: 3 clusters Score -5280230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -5280236.000000 Penalty: 5310.967285
	Iteration 19Q: 3 clusters Score -5280236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5280245.000000 Penalty: 5310.967285
	Iteration 20F: 3 clusters Score -5280245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -5280251.500000 Penalty: 5310.967285
	Iteration 21Q: 3 clusters Score -5280252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -5280249.000000 Penalty: 5310.967285
	Iteration 22Q: 3 clusters Score -5280249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5280246.500000 Penalty: 5310.967285
	Iteration 23Q: 3 clusters Score -5280246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5280249.000000 Penalty: 5310.967285
	Iteration 24Q: 3 clusters Score -5280249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -5280249.000000 Penalty: 5310.967285
	Iteration 25Q: 3 clusters Score -5280249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5280249.500000 Penalty: 5310.967285
	Iteration 26Q: 3 clusters Score -5280250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5280256.500000 Penalty: 5310.967285
	Iteration 27Q: 3 clusters Score -5280256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5280259.500000 Penalty: 5310.967285
	Iteration 28Q: 3 clusters Score -5280260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5280259.500000 Penalty: 5310.967285
	Iteration 29Q: 3 clusters Score -5280260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5280259.500000 Penalty: 5310.967285
	Iteration 30F: 3 clusters Score -5280260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -819553.875000 Penalty: 2186.432617
	Iteration 0F: 2 clusters Score -819553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -813937.625000 Penalty: 4372.865234
	Iteration 0F: 3 clusters Score -813937.6 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -815438.812500 Penalty: 4372.865234
	Iteration 1F: 3 clusters Score -815438.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -815709.000000 Penalty: 4372.865234
	Iteration 2F: 3 clusters Score -815709 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -815885.000000 Penalty: 4372.865234
	Iteration 3F: 3 clusters Score -815885 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -816006.437500 Penalty: 4372.865234
	Iteration 4Q: 3 clusters Score -816006.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -816109.937500 Penalty: 4372.865234
	Iteration 5Q: 3 clusters Score -816109.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -816212.312500 Penalty: 4372.865234
	Iteration 6Q: 3 clusters Score -816212.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -816312.812500 Penalty: 4372.865234
	Iteration 7Q: 3 clusters Score -816312.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -816423.312500 Penalty: 4372.865234
	Iteration 8Q: 3 clusters Score -816423.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -816546.250000 Penalty: 4372.865234
	Iteration 9Q: 3 clusters Score -816546.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -816684.125000 Penalty: 4372.865234
	Iteration 10Q: 3 clusters Score -816684.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -816805.000000 Penalty: 4372.865234
	Iteration 11Q: 3 clusters Score -816805 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -816928.750000 Penalty: 4372.865234
	Iteration 12Q: 3 clusters Score -816928.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -817053.000000 Penalty: 4372.865234
	Iteration 13Q: 3 clusters Score -817053 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -817161.812500 Penalty: 4372.865234
	Iteration 14Q: 3 clusters Score -817161.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -817251.375000 Penalty: 4372.865234
	Iteration 15Q: 3 clusters Score -817251.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -817349.625000 Penalty: 4372.865234
	Iteration 16Q: 3 clusters Score -817349.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -817447.500000 Penalty: 4372.865234
	Iteration 17Q: 3 clusters Score -817447.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -817541.437500 Penalty: 4372.865234
	Iteration 18Q: 3 clusters Score -817541.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -817604.187500 Penalty: 4372.865234
	Iteration 19Q: 3 clusters Score -817604.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -817650.625000 Penalty: 4372.865234
	Iteration 20F: 3 clusters Score -817650.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -817687.500000 Penalty: 4372.865234
	Iteration 21Q: 3 clusters Score -817687.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -817713.875000 Penalty: 4372.865234
	Iteration 22Q: 3 clusters Score -817713.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -817746.312500 Penalty: 4372.865234
	Iteration 23Q: 3 clusters Score -817746.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -817763.375000 Penalty: 4372.865234
	Iteration 24Q: 3 clusters Score -817763.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -817773.250000 Penalty: 4372.865234
	Iteration 25Q: 3 clusters Score -817773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -817777.062500 Penalty: 4372.865234
	Iteration 26Q: 3 clusters Score -817777.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -817782.625000 Penalty: 4372.865234
	Iteration 27Q: 3 clusters Score -817782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -817786.375000 Penalty: 4372.865234
	Iteration 28Q: 3 clusters Score -817786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -817788.500000 Penalty: 4372.865234
	Iteration 29Q: 3 clusters Score -817788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -817789.812500 Penalty: 4372.865234
	Iteration 30Q: 3 clusters Score -817789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -817792.687500 Penalty: 4372.865234
	Iteration 31Q: 3 clusters Score -817792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -817794.625000 Penalty: 4372.865234
	Iteration 32Q: 3 clusters Score -817794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -817793.812500 Penalty: 4372.865234
	Iteration 33Q: 3 clusters Score -817793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -817793.625000 Penalty: 4372.865234
	Iteration 34Q: 3 clusters Score -817793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -817794.000000 Penalty: 4372.865234
	Iteration 35Q: 3 clusters Score -817794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -817794.000000 Penalty: 4372.865234
	Iteration 36F: 3 clusters Score -817794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -399273.437500 Penalty: 2025.362549
	Iteration 0F: 2 clusters Score -399273.4 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 1735 members 
Entering Unmasked Estep 
Score: -395717.500000 Penalty: 4050.725098
	Iteration 0F: 3 clusters Score -395717.5 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -396573.281250 Penalty: 4050.725098
	Iteration 1F: 3 clusters Score -396573.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -396927.031250 Penalty: 4050.725098
	Iteration 2F: 3 clusters Score -396927 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -397187.687500 Penalty: 4050.725098
	Iteration 3F: 3 clusters Score -397187.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -397327.875000 Penalty: 4050.725098
	Iteration 4F: 3 clusters Score -397327.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -397415.062500 Penalty: 4050.725098
	Iteration 5Q: 3 clusters Score -397415.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -397464.593750 Penalty: 4050.725098
	Iteration 6Q: 3 clusters Score -397464.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -397525.093750 Penalty: 4050.725098
	Iteration 7Q: 3 clusters Score -397525.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -397563.500000 Penalty: 4050.725098
	Iteration 8Q: 3 clusters Score -397563.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -397593.718750 Penalty: 4050.725098
	Iteration 9Q: 3 clusters Score -397593.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -397628.593750 Penalty: 4050.725098
	Iteration 10Q: 3 clusters Score -397628.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -397654.906250 Penalty: 4050.725098
	Iteration 11Q: 3 clusters Score -397654.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -397676.156250 Penalty: 4050.725098
	Iteration 12Q: 3 clusters Score -397676.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -397696.656250 Penalty: 4050.725098
	Iteration 13Q: 3 clusters Score -397696.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -397715.437500 Penalty: 4050.725098
	Iteration 14Q: 3 clusters Score -397715.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -397729.906250 Penalty: 4050.725098
	Iteration 15Q: 3 clusters Score -397729.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -397742.906250 Penalty: 4050.725098
	Iteration 16Q: 3 clusters Score -397742.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -397756.250000 Penalty: 4050.725098
	Iteration 17Q: 3 clusters Score -397756.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -397761.281250 Penalty: 4050.725098
	Iteration 18Q: 3 clusters Score -397761.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -397766.468750 Penalty: 4050.725098
	Iteration 19Q: 3 clusters Score -397766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -397772.562500 Penalty: 4050.725098
	Iteration 20F: 3 clusters Score -397772.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -397778.062500 Penalty: 4050.725098
	Iteration 21Q: 3 clusters Score -397778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -397782.281250 Penalty: 4050.725098
	Iteration 22Q: 3 clusters Score -397782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -397787.843750 Penalty: 4050.725098
	Iteration 23Q: 3 clusters Score -397787.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -397796.187500 Penalty: 4050.725098
	Iteration 24Q: 3 clusters Score -397796.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -397806.968750 Penalty: 4050.725098
	Iteration 25Q: 3 clusters Score -397807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -397817.625000 Penalty: 4050.725098
	Iteration 26Q: 3 clusters Score -397817.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -397825.875000 Penalty: 4050.725098
	Iteration 27Q: 3 clusters Score -397825.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -397840.125000 Penalty: 4050.725098
	Iteration 28Q: 3 clusters Score -397840.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -397853.406250 Penalty: 4050.725098
	Iteration 29Q: 3 clusters Score -397853.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -397868.562500 Penalty: 4050.725098
	Iteration 30Q: 3 clusters Score -397868.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -397882.406250 Penalty: 4050.725098
	Iteration 31Q: 3 clusters Score -397882.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -397894.531250 Penalty: 4050.725098
	Iteration 32Q: 3 clusters Score -397894.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -397911.000000 Penalty: 4050.725098
	Iteration 33Q: 3 clusters Score -397911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -397923.468750 Penalty: 4050.725098
	Iteration 34Q: 3 clusters Score -397923.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -397929.593750 Penalty: 4050.725098
	Iteration 35Q: 3 clusters Score -397929.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -397933.656250 Penalty: 4050.725098
	Iteration 36Q: 3 clusters Score -397933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -397936.687500 Penalty: 4050.725098
	Iteration 37Q: 3 clusters Score -397936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -397941.281250 Penalty: 4050.725098
	Iteration 38Q: 3 clusters Score -397941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397942.531250 Penalty: 4050.725098
	Iteration 39Q: 3 clusters Score -397942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -397943.625000 Penalty: 4050.725098
	Iteration 40F: 3 clusters Score -397943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -397945.156250 Penalty: 4050.725098
	Iteration 41Q: 3 clusters Score -397945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -397946.281250 Penalty: 4050.725098
	Iteration 42Q: 3 clusters Score -397946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -397947.250000 Penalty: 4050.725098
	Iteration 43Q: 3 clusters Score -397947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -397948.093750 Penalty: 4050.725098
	Iteration 44Q: 3 clusters Score -397948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -397948.093750 Penalty: 4050.725098
	Iteration 45F: 3 clusters Score -397948.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -635705.437500 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -635705.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -631041.125000 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -631041.1 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -632181.875000 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -632181.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -632392.875000 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -632392.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -632541.750000 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -632541.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -632654.312500 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -632654.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -632764.687500 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -632764.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -632873.437500 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -632873.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -632952.937500 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -632952.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -633025.062500 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -633025.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -633112.062500 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -633112.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -633208.562500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -633208.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -633289.937500 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -633289.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -633362.625000 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -633362.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -633425.187500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -633425.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -633483.125000 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -633483.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -633536.375000 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -633536.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -633589.687500 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -633589.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -633631.500000 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -633631.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -633694.187500 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -633694.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -633735.312500 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -633735.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -633769.062500 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -633769.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -633794.500000 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -633794.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -633817.562500 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -633817.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -633836.000000 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -633836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -633849.500000 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -633849.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -633866.250000 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -633866.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -633875.437500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -633875.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -633882.062500 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -633882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -633889.875000 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -633889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -633896.000000 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -633896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -633902.000000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -633902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -633906.187500 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -633906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -633910.375000 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -633910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -633913.875000 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -633913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -633917.312500 Penalty: 4248.538574
	Iteration 34Q: 3 clusters Score -633917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -633919.437500 Penalty: 4248.538574
	Iteration 35Q: 3 clusters Score -633919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -633919.750000 Penalty: 4248.538574
	Iteration 36Q: 3 clusters Score -633919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -633920.125000 Penalty: 4248.538574
	Iteration 37Q: 3 clusters Score -633920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -633920.125000 Penalty: 4248.538574
	Iteration 38Q: 3 clusters Score -633920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -633920.125000 Penalty: 4248.538574
	Iteration 39F: 3 clusters Score -633920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Entering Unmasked Estep 
Score: -1233843.000000 Penalty: 2286.460205
	Iteration 0F: 2 clusters Score -1233843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1226084.000000 Penalty: 4572.920410
	Iteration 0F: 3 clusters Score -1226084 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1228332.750000 Penalty: 4572.920410
	Iteration 1F: 3 clusters Score -1228333 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1228691.750000 Penalty: 4572.920410
	Iteration 2F: 3 clusters Score -1228692 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1228988.750000 Penalty: 4572.920410
	Iteration 3F: 3 clusters Score -1228989 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1229238.625000 Penalty: 4572.920410
	Iteration 4Q: 3 clusters Score -1229239 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1229464.500000 Penalty: 4572.920410
	Iteration 5Q: 3 clusters Score -1229464 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1229711.000000 Penalty: 4572.920410
	Iteration 6Q: 3 clusters Score -1229711 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1229992.500000 Penalty: 4572.920410
	Iteration 7Q: 3 clusters Score -1229992 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1230266.625000 Penalty: 4572.920410
	Iteration 8Q: 3 clusters Score -1230267 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1230559.000000 Penalty: 4572.920410
	Iteration 9Q: 3 clusters Score -1230559 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1230840.625000 Penalty: 4572.920410
	Iteration 10Q: 3 clusters Score -1230841 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1231084.125000 Penalty: 4572.920410
	Iteration 11Q: 3 clusters Score -1231084 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1231283.125000 Penalty: 4572.920410
	Iteration 12Q: 3 clusters Score -1231283 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1231437.625000 Penalty: 4572.920410
	Iteration 13Q: 3 clusters Score -1231438 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1231547.875000 Penalty: 4572.920410
	Iteration 14Q: 3 clusters Score -1231548 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1231649.500000 Penalty: 4572.920410
	Iteration 15Q: 3 clusters Score -1231650 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1231728.875000 Penalty: 4572.920410
	Iteration 16Q: 3 clusters Score -1231729 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1231800.750000 Penalty: 4572.920410
	Iteration 17Q: 3 clusters Score -1231801 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1231862.250000 Penalty: 4572.920410
	Iteration 18Q: 3 clusters Score -1231862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1231901.500000 Penalty: 4572.920410
	Iteration 19Q: 3 clusters Score -1231902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1231930.125000 Penalty: 4572.920410
	Iteration 20F: 3 clusters Score -1231930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1231971.125000 Penalty: 4572.920410
	Iteration 21Q: 3 clusters Score -1231971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1232010.125000 Penalty: 4572.920410
	Iteration 22Q: 3 clusters Score -1232010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1232043.250000 Penalty: 4572.920410
	Iteration 23Q: 3 clusters Score -1232043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1232067.375000 Penalty: 4572.920410
	Iteration 24Q: 3 clusters Score -1232067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1232079.250000 Penalty: 4572.920410
	Iteration 25Q: 3 clusters Score -1232079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1232101.750000 Penalty: 4572.920410
	Iteration 26Q: 3 clusters Score -1232102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1232112.250000 Penalty: 4572.920410
	Iteration 27Q: 3 clusters Score -1232112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1232118.250000 Penalty: 4572.920410
	Iteration 28Q: 3 clusters Score -1232118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1232120.000000 Penalty: 4572.920410
	Iteration 29Q: 3 clusters Score -1232120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1232129.500000 Penalty: 4572.920410
	Iteration 30Q: 3 clusters Score -1232130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1232132.500000 Penalty: 4572.920410
	Iteration 31Q: 3 clusters Score -1232132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1232138.875000 Penalty: 4572.920410
	Iteration 32Q: 3 clusters Score -1232139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1232143.375000 Penalty: 4572.920410
	Iteration 33Q: 3 clusters Score -1232143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1232150.125000 Penalty: 4572.920410
	Iteration 34Q: 3 clusters Score -1232150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1232152.875000 Penalty: 4572.920410
	Iteration 35Q: 3 clusters Score -1232153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1232157.500000 Penalty: 4572.920410
	Iteration 36Q: 3 clusters Score -1232158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1232160.000000 Penalty: 4572.920410
	Iteration 37Q: 3 clusters Score -1232160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1232164.625000 Penalty: 4572.920410
	Iteration 38Q: 3 clusters Score -1232165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1232165.000000 Penalty: 4572.920410
	Iteration 39Q: 3 clusters Score -1232165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1232165.750000 Penalty: 4572.920410
	Iteration 40F: 3 clusters Score -1232166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1232166.750000 Penalty: 4572.920410
	Iteration 41Q: 3 clusters Score -1232167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1232168.125000 Penalty: 4572.920410
	Iteration 42Q: 3 clusters Score -1232168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1232168.875000 Penalty: 4572.920410
	Iteration 43Q: 3 clusters Score -1232169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1232170.750000 Penalty: 4572.920410
	Iteration 44Q: 3 clusters Score -1232171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1232169.125000 Penalty: 4572.920410
	Iteration 45Q: 3 clusters Score -1232169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1232167.875000 Penalty: 4572.920410
	Iteration 46Q: 3 clusters Score -1232168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1232170.500000 Penalty: 4572.920410
	Iteration 47Q: 3 clusters Score -1232170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1232170.500000 Penalty: 4572.920410
	Iteration 48F: 3 clusters Score -1232170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Entering Unmasked Estep 
Score: -3442073.250000 Penalty: 2543.350830
	Iteration 0F: 2 clusters Score -3442073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3422544.250000 Penalty: 5086.701660
	Iteration 0F: 3 clusters Score -3422544 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3429490.750000 Penalty: 5086.701660
	Iteration 1F: 3 clusters Score -3429491 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3429927.500000 Penalty: 5086.701660
	Iteration 2F: 3 clusters Score -3429928 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3430329.000000 Penalty: 5086.701660
	Iteration 3Q: 3 clusters Score -3430329 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3430658.000000 Penalty: 5086.701660
	Iteration 4Q: 3 clusters Score -3430658 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3430951.000000 Penalty: 5086.701660
	Iteration 5Q: 3 clusters Score -3430951 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3431249.250000 Penalty: 5086.701660
	Iteration 6Q: 3 clusters Score -3431249 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3431622.250000 Penalty: 5086.701660
	Iteration 7Q: 3 clusters Score -3431622 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3432124.500000 Penalty: 5086.701660
	Iteration 8Q: 3 clusters Score -3432124 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3432854.750000 Penalty: 5086.701660
	Iteration 9Q: 3 clusters Score -3432855 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3433856.250000 Penalty: 5086.701660
	Iteration 10F: 3 clusters Score -3433856 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3435218.500000 Penalty: 5086.701660
	Iteration 11F: 3 clusters Score -3435218 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3436669.750000 Penalty: 5086.701660
	Iteration 12F: 3 clusters Score -3436670 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3437925.750000 Penalty: 5086.701660
	Iteration 13F: 3 clusters Score -3437926 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3438784.750000 Penalty: 5086.701660
	Iteration 14Q: 3 clusters Score -3438785 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3439291.750000 Penalty: 5086.701660
	Iteration 15Q: 3 clusters Score -3439292 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -3439538.250000 Penalty: 5086.701660
	Iteration 16Q: 3 clusters Score -3439538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3439657.250000 Penalty: 5086.701660
	Iteration 17Q: 3 clusters Score -3439657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3439730.500000 Penalty: 5086.701660
	Iteration 18Q: 3 clusters Score -3439730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3439767.500000 Penalty: 5086.701660
	Iteration 19Q: 3 clusters Score -3439768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3439795.250000 Penalty: 5086.701660
	Iteration 20F: 3 clusters Score -3439795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -3439804.750000 Penalty: 5086.701660
	Iteration 21Q: 3 clusters Score -3439805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3439811.500000 Penalty: 5086.701660
	Iteration 22Q: 3 clusters Score -3439812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3439814.000000 Penalty: 5086.701660
	Iteration 23Q: 3 clusters Score -3439814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3439825.000000 Penalty: 5086.701660
	Iteration 24Q: 3 clusters Score -3439825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3439828.500000 Penalty: 5086.701660
	Iteration 25Q: 3 clusters Score -3439828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3439833.500000 Penalty: 5086.701660
	Iteration 26Q: 3 clusters Score -3439834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3439834.500000 Penalty: 5086.701660
	Iteration 27Q: 3 clusters Score -3439834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3439837.250000 Penalty: 5086.701660
	Iteration 28Q: 3 clusters Score -3439837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3439838.500000 Penalty: 5086.701660
	Iteration 29Q: 3 clusters Score -3439838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3439841.250000 Penalty: 5086.701660
	Iteration 30Q: 3 clusters Score -3439841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3439845.500000 Penalty: 5086.701660
	Iteration 31Q: 3 clusters Score -3439846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3439849.000000 Penalty: 5086.701660
	Iteration 32Q: 3 clusters Score -3439849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3439849.250000 Penalty: 5086.701660
	Iteration 33Q: 3 clusters Score -3439849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3439855.750000 Penalty: 5086.701660
	Iteration 34Q: 3 clusters Score -3439856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3439860.250000 Penalty: 5086.701660
	Iteration 35Q: 3 clusters Score -3439860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3439860.750000 Penalty: 5086.701660
	Iteration 36Q: 3 clusters Score -3439861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3439860.750000 Penalty: 5086.701660
	Iteration 37F: 3 clusters Score -3439861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 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 375 members 
Entering Unmasked Estep 
Score: -82508.148438 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82508.15 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82732.546875 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82732.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82814.757812 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -82814.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82877.968750 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -82877.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82905.992188 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -82905.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82925.007812 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -82925.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82975.687500 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -82975.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83033.156250 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -83033.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83096.125000 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -83096.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83146.328125 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -83146.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83226.343750 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -83226.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83327.210938 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -83327.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83376.687500 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -83376.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83408.468750 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -83408.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83425.437500 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -83425.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83439.257812 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -83439.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83447.664062 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -83447.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83455.109375 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -83455.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83461.750000 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -83461.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83466.765625 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -83466.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83469.617188 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -83469.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Entering Unmasked Estep 
Score: -2410764.750000 Penalty: 2451.560303
	Iteration 0F: 2 clusters Score -2410765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2396962.250000 Penalty: 4903.120605
	Iteration 0F: 3 clusters Score -2396962 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2401453.500000 Penalty: 4903.120605
	Iteration 1F: 3 clusters Score -2401454 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2401790.000000 Penalty: 4903.120605
	Iteration 2Q: 3 clusters Score -2401790 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2402051.250000 Penalty: 4903.120605
	Iteration 3Q: 3 clusters Score -2402051 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2402287.000000 Penalty: 4903.120605
	Iteration 4Q: 3 clusters Score -2402287 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2402498.000000 Penalty: 4903.120605
	Iteration 5Q: 3 clusters Score -2402498 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2402693.500000 Penalty: 4903.120605
	Iteration 6Q: 3 clusters Score -2402694 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2402886.000000 Penalty: 4903.120605
	Iteration 7Q: 3 clusters Score -2402886 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2403104.000000 Penalty: 4903.120605
	Iteration 8Q: 3 clusters Score -2403104 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2403380.000000 Penalty: 4903.120605
	Iteration 9Q: 3 clusters Score -2403380 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2403773.500000 Penalty: 4903.120605
	Iteration 10Q: 3 clusters Score -2403774 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2404261.500000 Penalty: 4903.120605
	Iteration 11Q: 3 clusters Score -2404262 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2404885.750000 Penalty: 4903.120605
	Iteration 12F: 3 clusters Score -2404886 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2405674.750000 Penalty: 4903.120605
	Iteration 13F: 3 clusters Score -2405675 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2406509.250000 Penalty: 4903.120605
	Iteration 14F: 3 clusters Score -2406509 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2407213.500000 Penalty: 4903.120605
	Iteration 15Q: 3 clusters Score -2407214 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2407752.750000 Penalty: 4903.120605
	Iteration 16Q: 3 clusters Score -2407753 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2408110.000000 Penalty: 4903.120605
	Iteration 17Q: 3 clusters Score -2408110 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2408322.750000 Penalty: 4903.120605
	Iteration 18Q: 3 clusters Score -2408323 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2408442.250000 Penalty: 4903.120605
	Iteration 19Q: 3 clusters Score -2408442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2408533.000000 Penalty: 4903.120605
	Iteration 20F: 3 clusters Score -2408533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2408583.250000 Penalty: 4903.120605
	Iteration 21Q: 3 clusters Score -2408583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2408617.250000 Penalty: 4903.120605
	Iteration 22Q: 3 clusters Score -2408617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2408643.750000 Penalty: 4903.120605
	Iteration 23Q: 3 clusters Score -2408644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2408657.750000 Penalty: 4903.120605
	Iteration 24Q: 3 clusters Score -2408658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2408664.250000 Penalty: 4903.120605
	Iteration 25Q: 3 clusters Score -2408664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2408673.250000 Penalty: 4903.120605
	Iteration 26Q: 3 clusters Score -2408673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2408677.750000 Penalty: 4903.120605
	Iteration 27Q: 3 clusters Score -2408678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2408691.250000 Penalty: 4903.120605
	Iteration 28Q: 3 clusters Score -2408691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2408695.250000 Penalty: 4903.120605
	Iteration 29Q: 3 clusters Score -2408695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2408699.500000 Penalty: 4903.120605
	Iteration 30Q: 3 clusters Score -2408700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2408703.250000 Penalty: 4903.120605
	Iteration 31Q: 3 clusters Score -2408703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2408704.000000 Penalty: 4903.120605
	Iteration 32Q: 3 clusters Score -2408704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2408711.750000 Penalty: 4903.120605
	Iteration 33Q: 3 clusters Score -2408712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2408713.500000 Penalty: 4903.120605
	Iteration 34Q: 3 clusters Score -2408714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2408718.750000 Penalty: 4903.120605
	Iteration 35Q: 3 clusters Score -2408719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2408727.250000 Penalty: 4903.120605
	Iteration 36Q: 3 clusters Score -2408727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2408730.500000 Penalty: 4903.120605
	Iteration 37Q: 3 clusters Score -2408730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2408736.750000 Penalty: 4903.120605
	Iteration 38Q: 3 clusters Score -2408737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2408739.000000 Penalty: 4903.120605
	Iteration 39Q: 3 clusters Score -2408739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2408739.250000 Penalty: 4903.120605
	Iteration 40F: 3 clusters Score -2408739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 180652 members 
Mstep: Class 5 contains 19407 members 
Mstep: Class 6 contains 12447 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167267 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 13092 members 
Mstep: Class 14 contains 171851 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 177547 members 
Mstep: Class 20 contains 14034 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 44694 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28437 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245904.000000 Penalty: 99613.000000
Iteration 159Q: 30 clusters Score -1.242459e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 467 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 180720 members 
Mstep: Class 5 contains 19520 members 
Mstep: Class 6 contains 12452 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167265 members 
Mstep: Class 9 contains 16380 members 
Mstep: Class 10 contains 29193 members 
Mstep: Class 11 contains 19412 members 
Mstep: Class 12 contains 8488 members 
Mstep: Class 13 contains 13095 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 5819 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10715 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 177373 members 
Mstep: Class 20 contains 14042 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 44694 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28442 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246256.000000 Penalty: 99613.000000
Iteration 160F: 30 clusters Score -1.242463e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 4 contains 180787 members 
Mstep: Class 5 contains 19625 members 
Mstep: Class 6 contains 12450 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 167269 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19418 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 13104 members 
Mstep: Class 14 contains 171784 members 
Mstep: Class 15 contains 5818 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10720 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 177203 members 
Mstep: Class 20 contains 14048 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44695 members 
Mstep: Class 23 contains 6741 members 
Mstep: Class 24 contains 3518 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28452 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246504.000000 Penalty: 99613.000000
Iteration 161Q: 30 clusters Score -1.242465e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 180798 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 12442 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 167275 members 
Mstep: Class 9 contains 16377 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19423 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 13108 members 
Mstep: Class 14 contains 171789 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 177062 members 
Mstep: Class 20 contains 14053 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44710 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 3511 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28467 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246552.000000 Penalty: 99613.000000
Iteration 162Q: 30 clusters Score -1.242466e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 180825 members 
Mstep: Class 5 contains 19838 members 
Mstep: Class 6 contains 12421 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 167281 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19423 members 
Mstep: Class 12 contains 8472 members 
Mstep: Class 13 contains 13106 members 
Mstep: Class 14 contains 171781 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 176921 members 
Mstep: Class 20 contains 14059 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44716 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 3506 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28480 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246616.000000 Penalty: 99613.000000
Iteration 163Q: 30 clusters Score -1.242466e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 180823 members 
Mstep: Class 5 contains 19959 members 
Mstep: Class 6 contains 12422 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 167288 members 
Mstep: Class 9 contains 16370 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 8468 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 171770 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 176791 members 
Mstep: Class 20 contains 14068 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44726 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28482 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246744.000000 Penalty: 99613.000000
Iteration 164Q: 30 clusters Score -1.242467e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 180788 members 
Mstep: Class 5 contains 20057 members 
Mstep: Class 6 contains 12407 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 167299 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 29188 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 8456 members 
Mstep: Class 13 contains 13106 members 
Mstep: Class 14 contains 171779 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 176681 members 
Mstep: Class 20 contains 14076 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44743 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3511 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28492 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246648.000000 Penalty: 99613.000000
Iteration 165Q: 30 clusters Score -1.242466e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 180763 members 
Mstep: Class 5 contains 20135 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 167313 members 
Mstep: Class 9 contains 16378 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19430 members 
Mstep: Class 12 contains 8445 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 171792 members 
Mstep: Class 15 contains 5818 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10718 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 176591 members 
Mstep: Class 20 contains 14082 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 44743 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3515 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28496 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246480.000000 Penalty: 99613.000000
Iteration 166Q: 30 clusters Score -1.242465e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180731 members 
Mstep: Class 5 contains 20227 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 167335 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19431 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 171774 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55269 members 
Mstep: Class 17 contains 10719 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 176519 members 
Mstep: Class 20 contains 14088 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 44741 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3519 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28502 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246720.000000 Penalty: 99613.000000
Iteration 167Q: 30 clusters Score -1.242467e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180711 members 
Mstep: Class 5 contains 20313 members 
Mstep: Class 6 contains 12379 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 167340 members 
Mstep: Class 9 contains 16384 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 19437 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 13111 members 
Mstep: Class 14 contains 171736 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55269 members 
Mstep: Class 17 contains 10725 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 176477 members 
Mstep: Class 20 contains 14099 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 44743 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28511 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246728.000000 Penalty: 99613.000000
Iteration 168Q: 30 clusters Score -1.242467e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180714 members 
Mstep: Class 5 contains 20378 members 
Mstep: Class 6 contains 12375 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 167360 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 8416 members 
Mstep: Class 13 contains 13110 members 
Mstep: Class 14 contains 171682 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10734 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 176424 members 
Mstep: Class 20 contains 14108 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 44743 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28521 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246768.000000 Penalty: 99613.000000
Iteration 169Q: 30 clusters Score -1.242468e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180726 members 
Mstep: Class 5 contains 20439 members 
Mstep: Class 6 contains 12372 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 167363 members 
Mstep: Class 9 contains 16377 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 8410 members 
Mstep: Class 13 contains 13116 members 
Mstep: Class 14 contains 171645 members 
Mstep: Class 15 contains 5818 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10741 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 176367 members 
Mstep: Class 20 contains 14115 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28530 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246840.000000 Penalty: 99613.000000
Iteration 170Q: 30 clusters Score -1.242468e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180732 members 
Mstep: Class 5 contains 20475 members 
Mstep: Class 6 contains 12364 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 167371 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 13 contains 13120 members 
Mstep: Class 14 contains 171653 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10750 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 176319 members 
Mstep: Class 20 contains 14116 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 44728 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28534 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246944.000000 Penalty: 99613.000000
Iteration 171Q: 30 clusters Score -1.242469e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180716 members 
Mstep: Class 5 contains 20524 members 
Mstep: Class 6 contains 12357 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167381 members 
Mstep: Class 9 contains 16359 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 171646 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10756 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 176281 members 
Mstep: Class 20 contains 14117 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 44728 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28539 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246928.000000 Penalty: 99613.000000
Iteration 172Q: 30 clusters Score -1.242469e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180694 members 
Mstep: Class 5 contains 20556 members 
Mstep: Class 6 contains 12363 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167385 members 
Mstep: Class 9 contains 16357 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19457 members 
Mstep: Class 12 contains 8405 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 171636 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 176257 members 
Mstep: Class 20 contains 14118 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 44732 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28544 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246952.000000 Penalty: 99613.000000
Iteration 173Q: 30 clusters Score -1.24247e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180688 members 
Mstep: Class 5 contains 20596 members 
Mstep: Class 6 contains 12366 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 167380 members 
Mstep: Class 9 contains 16357 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19461 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 171623 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10764 members 
Mstep: Class 18 contains 4872 members 
Mstep: Class 19 contains 176216 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44742 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28550 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246896.000000 Penalty: 99613.000000
Iteration 174Q: 30 clusters Score -1.242469e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180672 members 
Mstep: Class 5 contains 20626 members 
Mstep: Class 6 contains 12368 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 167378 members 
Mstep: Class 9 contains 16363 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19464 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 171617 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4872 members 
Mstep: Class 19 contains 176186 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28547 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246888.000000 Penalty: 99613.000000
Iteration 175Q: 30 clusters Score -1.242469e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180667 members 
Mstep: Class 5 contains 20656 members 
Mstep: Class 6 contains 12373 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 167382 members 
Mstep: Class 9 contains 16363 members 
Mstep: Class 10 contains 29182 members 
Mstep: Class 11 contains 19469 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 171594 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 176159 members 
Mstep: Class 20 contains 14124 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44755 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28555 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246856.000000 Penalty: 99613.000000
Iteration 176Q: 30 clusters Score -1.242469e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180677 members 
Mstep: Class 5 contains 20683 members 
Mstep: Class 6 contains 12374 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167382 members 
Mstep: Class 9 contains 16373 members 
Mstep: Class 10 contains 29182 members 
Mstep: Class 11 contains 19473 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 171551 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10771 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 176138 members 
Mstep: Class 20 contains 14126 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28561 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 30 clusters Score -1.242468e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180654 members 
Mstep: Class 5 contains 20710 members 
Mstep: Class 6 contains 12379 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 167388 members 
Mstep: Class 9 contains 16378 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19475 members 
Mstep: Class 12 contains 8389 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 171527 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10777 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 176119 members 
Mstep: Class 20 contains 14130 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44752 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28571 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246720.000000 Penalty: 99613.000000
Iteration 178Q: 30 clusters Score -1.242467e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 180647 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 167385 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19476 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 13124 members 
Mstep: Class 14 contains 171497 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10782 members 
Mstep: Class 18 contains 4872 members 
Mstep: Class 19 contains 176104 members 
Mstep: Class 20 contains 14133 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44750 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28578 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246952.000000 Penalty: 99613.000000
Iteration 179Q: 30 clusters Score -1.24247e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 2967 members 
Mstep: Class 4 contains 180662 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 12382 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167389 members 
Mstep: Class 9 contains 16389 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19478 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 13122 members 
Mstep: Class 14 contains 171453 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10781 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 176094 members 
Mstep: Class 20 contains 14134 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44748 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28579 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247416.000000 Penalty: 99613.000000
Iteration 180F: 30 clusters Score -1.242474e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180688 members 
Mstep: Class 5 contains 20820 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167386 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19478 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 13118 members 
Mstep: Class 14 contains 171413 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10781 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 176062 members 
Mstep: Class 20 contains 14139 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44751 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28581 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248352.000000 Penalty: 99613.000000
Iteration 181Q: 30 clusters Score -1.242484e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180703 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 167383 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19482 members 
Mstep: Class 12 contains 8379 members 
Mstep: Class 13 contains 13114 members 
Mstep: Class 14 contains 171365 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10787 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 176035 members 
Mstep: Class 20 contains 14144 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44756 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28587 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248224.000000 Penalty: 99613.000000
Iteration 182Q: 30 clusters Score -1.242482e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180713 members 
Mstep: Class 5 contains 20884 members 
Mstep: Class 6 contains 12409 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 167371 members 
Mstep: Class 9 contains 16395 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 13115 members 
Mstep: Class 14 contains 171324 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10791 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 176015 members 
Mstep: Class 20 contains 14145 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44762 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28596 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248264.000000 Penalty: 99613.000000
Iteration 183Q: 30 clusters Score -1.242483e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180724 members 
Mstep: Class 5 contains 20908 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 167373 members 
Mstep: Class 9 contains 16392 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 13 contains 13115 members 
Mstep: Class 14 contains 171290 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10799 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 175989 members 
Mstep: Class 20 contains 14148 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44766 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28605 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248264.000000 Penalty: 99613.000000
Iteration 184Q: 30 clusters Score -1.242483e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180749 members 
Mstep: Class 5 contains 20927 members 
Mstep: Class 6 contains 12432 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 167372 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19488 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 13112 members 
Mstep: Class 14 contains 171250 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10799 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 175962 members 
Mstep: Class 20 contains 14156 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44768 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28612 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248288.000000 Penalty: 99613.000000
Iteration 185Q: 30 clusters Score -1.242483e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180773 members 
Mstep: Class 5 contains 20942 members 
Mstep: Class 6 contains 12435 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167373 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19489 members 
Mstep: Class 12 contains 8355 members 
Mstep: Class 13 contains 13111 members 
Mstep: Class 14 contains 171215 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10802 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 14161 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44771 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28614 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248256.000000 Penalty: 99613.000000
Iteration 186Q: 30 clusters Score -1.242483e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180784 members 
Mstep: Class 5 contains 20953 members 
Mstep: Class 6 contains 12444 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167375 members 
Mstep: Class 9 contains 16396 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19489 members 
Mstep: Class 12 contains 8347 members 
Mstep: Class 13 contains 13110 members 
Mstep: Class 14 contains 171186 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10809 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 175933 members 
Mstep: Class 20 contains 14169 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44772 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28615 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248288.000000 Penalty: 99613.000000
Iteration 187Q: 30 clusters Score -1.242483e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180796 members 
Mstep: Class 5 contains 20956 members 
Mstep: Class 6 contains 12446 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167379 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19488 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 13 contains 13110 members 
Mstep: Class 14 contains 171170 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10816 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 175922 members 
Mstep: Class 20 contains 14180 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44771 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28615 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248368.000000 Penalty: 99613.000000
Iteration 188Q: 30 clusters Score -1.242484e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180804 members 
Mstep: Class 5 contains 20966 members 
Mstep: Class 6 contains 12455 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167379 members 
Mstep: Class 9 contains 16395 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19489 members 
Mstep: Class 12 contains 8329 members 
Mstep: Class 13 contains 13108 members 
Mstep: Class 14 contains 171155 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10820 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 175901 members 
Mstep: Class 20 contains 14197 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44772 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28617 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248368.000000 Penalty: 99613.000000
Iteration 189Q: 30 clusters Score -1.242484e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180805 members 
Mstep: Class 5 contains 20971 members 
Mstep: Class 6 contains 12455 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167381 members 
Mstep: Class 9 contains 16386 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 13108 members 
Mstep: Class 14 contains 171149 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 175896 members 
Mstep: Class 20 contains 14212 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44776 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28620 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248432.000000 Penalty: 99613.000000
Iteration 190Q: 30 clusters Score -1.242484e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180814 members 
Mstep: Class 5 contains 20973 members 
Mstep: Class 6 contains 12458 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 167379 members 
Mstep: Class 9 contains 16392 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19489 members 
Mstep: Class 12 contains 8305 members 
Mstep: Class 13 contains 13107 members 
Mstep: Class 14 contains 171137 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10823 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 175888 members 
Mstep: Class 20 contains 14224 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44776 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5256 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28622 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248488.000000 Penalty: 99613.000000
Iteration 191Q: 30 clusters Score -1.242485e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180827 members 
Mstep: Class 5 contains 20981 members 
Mstep: Class 6 contains 12460 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 167382 members 
Mstep: Class 9 contains 16395 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19488 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 13105 members 
Mstep: Class 14 contains 171120 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55265 members 
Mstep: Class 17 contains 10824 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 175879 members 
Mstep: Class 20 contains 14236 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44773 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5256 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28625 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248520.000000 Penalty: 99613.000000
Iteration 192Q: 30 clusters Score -1.242485e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180835 members 
Mstep: Class 5 contains 20991 members 
Mstep: Class 6 contains 12465 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167386 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19489 members 
Mstep: Class 12 contains 8290 members 
Mstep: Class 13 contains 13105 members 
Mstep: Class 14 contains 171094 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55264 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 175864 members 
Mstep: Class 20 contains 14238 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44778 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5256 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28629 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248640.000000 Penalty: 99613.000000
Iteration 193Q: 30 clusters Score -1.242486e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180846 members 
Mstep: Class 5 contains 21004 members 
Mstep: Class 6 contains 12471 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167390 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19492 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 171066 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 10826 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 175856 members 
Mstep: Class 20 contains 14241 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44782 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28631 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248520.000000 Penalty: 99613.000000
Iteration 194Q: 30 clusters Score -1.242485e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180858 members 
Mstep: Class 5 contains 21020 members 
Mstep: Class 6 contains 12474 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 167390 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 171045 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55264 members 
Mstep: Class 17 contains 10826 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 175842 members 
Mstep: Class 20 contains 14246 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44782 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28636 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248600.000000 Penalty: 99613.000000
Iteration 195Q: 30 clusters Score -1.242486e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180869 members 
Mstep: Class 5 contains 21031 members 
Mstep: Class 6 contains 12473 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 167394 members 
Mstep: Class 9 contains 16398 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19501 members 
Mstep: Class 12 contains 8268 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 171019 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10825 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 175832 members 
Mstep: Class 20 contains 14251 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44781 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3523 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28638 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248472.000000 Penalty: 99613.000000
Iteration 196Q: 30 clusters Score -1.242485e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180870 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 12471 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 167400 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19505 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 170999 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10825 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 175827 members 
Mstep: Class 20 contains 14256 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44782 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28637 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248512.000000 Penalty: 99613.000000
Iteration 197Q: 30 clusters Score -1.242485e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180873 members 
Mstep: Class 5 contains 21051 members 
Mstep: Class 6 contains 12476 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 167397 members 
Mstep: Class 9 contains 16399 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19503 members 
Mstep: Class 12 contains 8260 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170986 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 175824 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44780 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10092 members 
Mstep: Class 27 contains 28638 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248544.000000 Penalty: 99613.000000
Iteration 198Q: 30 clusters Score -1.242485e+08 nChanged 113
Entering ConstructFrom: 
Score: -124248544.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -28621.001953 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -28621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27356.515625 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -27356.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27562.074219 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -27562.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27627.771484 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -27627.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27683.806641 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -27683.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27750.625000 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -27750.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27845.738281 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -27845.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27910.542969 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -27910.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27926.929688 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -27926.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27943.902344 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -27943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27959.312500 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -27959.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27994.957031 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -27994.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28076.404297 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -28076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28097.802734 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -28097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28097.802734 Penalty: 2834.011475
	Iteration 13F: 3 clusters Score -28097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -46592.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -46592.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45164.617188 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -45164.62 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45537.195312 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -45537.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45943.777344 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -45943.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46294.085938 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -46294.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46462.328125 Penalty: 3064.260254
	Iteration 4F: 3 clusters Score -46462.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46530.171875 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -46530.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46554.949219 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -46554.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46610.765625 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -46610.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46642.832031 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -46642.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46661.476562 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -46661.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46668.125000 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -46668.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46681.343750 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -46681.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46688.000000 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -46688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46693.972656 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -46693.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46696.867188 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -46696.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46703.144531 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -46703.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46711.082031 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -46711.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46713.140625 Penalty: 3064.260254
	Iteration 17Q: 3 clusters Score -46713.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46713.902344 Penalty: 3064.260254
	Iteration 18Q: 3 clusters Score -46713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46713.902344 Penalty: 3064.260254
	Iteration 19F: 3 clusters Score -46713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 206 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180875 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 167401 members 
Mstep: Class 9 contains 16403 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170973 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10829 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175815 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44779 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28639 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Mstep: Class 30 contains 276 members 
Entering Unmasked Estep 
Score: -124246632.000000 Penalty: 103047.937500
Splitting cluster 2 changes total score from -124248544.000000 to -124246632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -339249.687500 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -339249.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336000.468750 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -336000.5 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -336669.843750 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -336669.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -336866.406250 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -336866.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -337003.187500 Penalty: 3965.170410
	Iteration 3Q: 3 clusters Score -337003.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -337129.468750 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -337129.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -337255.718750 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -337255.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -337377.812500 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -337377.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -337517.656250 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -337517.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -337691.187500 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -337691.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -337911.375000 Penalty: 3965.170410
	Iteration 9F: 3 clusters Score -337911.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -338115.562500 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -338115.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -338323.406250 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -338323.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -338482.843750 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -338482.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -338563.562500 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -338563.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -338610.937500 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -338610.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -338637.406250 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -338637.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -338657.531250 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -338657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -338675.031250 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -338675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -338682.812500 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -338682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -338687.781250 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -338687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -338693.250000 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -338693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -338696.750000 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -338696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -338698.843750 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -338698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -338699.437500 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -338699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -338700.031250 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -338700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -338700.031250 Penalty: 3965.170410
	Iteration 25F: 3 clusters Score -338700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180875 members 
Entering Unmasked Estep 
Score: -22542004.000000 Penalty: 3002.179199
	Iteration 0F: 2 clusters Score -2.2542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -22425454.000000 Penalty: 6004.358398
	Iteration 0F: 3 clusters Score -2.242545e+07 nChanged 86777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -22475114.000000 Penalty: 6004.358398
	Iteration 1F: 3 clusters Score -2.247511e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -22476078.000000 Penalty: 6004.358398
	Iteration 2Q: 3 clusters Score -2.247608e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 99454 members 
Entering Unmasked Estep 
Score: -22477258.000000 Penalty: 6004.358398
	Iteration 3Q: 3 clusters Score -2.247726e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -22479218.000000 Penalty: 6004.358398
	Iteration 4Q: 3 clusters Score -2.247922e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -22482848.000000 Penalty: 6004.358398
	Iteration 5Q: 3 clusters Score -2.248285e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -22489792.000000 Penalty: 6004.358398
	Iteration 6F: 3 clusters Score -2.248979e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 139105 members 
Entering Unmasked Estep 
Score: -22502120.000000 Penalty: 6004.358398
	Iteration 7F: 3 clusters Score -2.250212e+07 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -22518344.000000 Penalty: 6004.358398
	Iteration 8F: 3 clusters Score -2.251834e+07 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -22531670.000000 Penalty: 6004.358398
	Iteration 9F: 3 clusters Score -2.253167e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -22537202.000000 Penalty: 6004.358398
	Iteration 10Q: 3 clusters Score -2.25372e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 179940 members 
Entering Unmasked Estep 
Score: -22538658.000000 Penalty: 6004.358398
	Iteration 11Q: 3 clusters Score -2.253866e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 180473 members 
Entering Unmasked Estep 
Score: -22539048.000000 Penalty: 6004.358398
	Iteration 12Q: 3 clusters Score -2.253905e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 180581 members 
Entering Unmasked Estep 
Score: -22539138.000000 Penalty: 6004.358398
	Iteration 13Q: 3 clusters Score -2.253914e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180617 members 
Entering Unmasked Estep 
Score: -22539210.000000 Penalty: 6004.358398
	Iteration 14Q: 3 clusters Score -2.253921e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180632 members 
Entering Unmasked Estep 
Score: -22539286.000000 Penalty: 6004.358398
	Iteration 15Q: 3 clusters Score -2.253929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180635 members 
Entering Unmasked Estep 
Score: -22539292.000000 Penalty: 6004.358398
	Iteration 16Q: 3 clusters Score -2.253929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 180640 members 
Entering Unmasked Estep 
Score: -22539308.000000 Penalty: 6004.358398
	Iteration 17Q: 3 clusters Score -2.253931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 180644 members 
Entering Unmasked Estep 
Score: -22539328.000000 Penalty: 6004.358398
	Iteration 18Q: 3 clusters Score -2.253933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 180648 members 
Entering Unmasked Estep 
Score: -22539314.000000 Penalty: 6004.358398
	Iteration 19Q: 3 clusters Score -2.253931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180651 members 
Entering Unmasked Estep 
Score: -22539324.000000 Penalty: 6004.358398
	Iteration 20F: 3 clusters Score -2.253932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 180654 members 
Entering Unmasked Estep 
Score: -22539340.000000 Penalty: 6004.358398
	Iteration 21Q: 3 clusters Score -2.253934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180656 members 
Entering Unmasked Estep 
Score: -22539350.000000 Penalty: 6004.358398
	Iteration 22Q: 3 clusters Score -2.253935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 180658 members 
Entering Unmasked Estep 
Score: -22539352.000000 Penalty: 6004.358398
	Iteration 23Q: 3 clusters Score -2.253935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -22539362.000000 Penalty: 6004.358398
	Iteration 24Q: 3 clusters Score -2.253936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 180662 members 
Entering Unmasked Estep 
Score: -22539354.000000 Penalty: 6004.358398
	Iteration 25Q: 3 clusters Score -2.253935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 180662 members 
Entering Unmasked Estep 
Score: -22539354.000000 Penalty: 6004.358398
	Iteration 26F: 3 clusters Score -2.253935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Entering Unmasked Estep 
Score: -2520882.750000 Penalty: 2468.872314
	Iteration 0F: 2 clusters Score -2520883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2506118.750000 Penalty: 4937.744629
	Iteration 0F: 3 clusters Score -2506119 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2511198.250000 Penalty: 4937.744629
	Iteration 1F: 3 clusters Score -2511198 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2511784.250000 Penalty: 4937.744629
	Iteration 2F: 3 clusters Score -2511784 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2512436.000000 Penalty: 4937.744629
	Iteration 3F: 3 clusters Score -2512436 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2513081.250000 Penalty: 4937.744629
	Iteration 4F: 3 clusters Score -2513081 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2513784.000000 Penalty: 4937.744629
	Iteration 5F: 3 clusters Score -2513784 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2514520.750000 Penalty: 4937.744629
	Iteration 6F: 3 clusters Score -2514521 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2515273.750000 Penalty: 4937.744629
	Iteration 7F: 3 clusters Score -2515274 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2516018.000000 Penalty: 4937.744629
	Iteration 8F: 3 clusters Score -2516018 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2516686.750000 Penalty: 4937.744629
	Iteration 9Q: 3 clusters Score -2516687 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2517249.750000 Penalty: 4937.744629
	Iteration 10Q: 3 clusters Score -2517250 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2517649.750000 Penalty: 4937.744629
	Iteration 11Q: 3 clusters Score -2517650 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2517929.000000 Penalty: 4937.744629
	Iteration 12Q: 3 clusters Score -2517929 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2518149.750000 Penalty: 4937.744629
	Iteration 13Q: 3 clusters Score -2518150 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2518271.000000 Penalty: 4937.744629
	Iteration 14Q: 3 clusters Score -2518271 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2518362.000000 Penalty: 4937.744629
	Iteration 15Q: 3 clusters Score -2518362 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2518449.000000 Penalty: 4937.744629
	Iteration 16Q: 3 clusters Score -2518449 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2518541.750000 Penalty: 4937.744629
	Iteration 17Q: 3 clusters Score -2518542 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2518635.000000 Penalty: 4937.744629
	Iteration 18Q: 3 clusters Score -2518635 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2518713.500000 Penalty: 4937.744629
	Iteration 19Q: 3 clusters Score -2518714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2518780.000000 Penalty: 4937.744629
	Iteration 20F: 3 clusters Score -2518780 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2518832.500000 Penalty: 4937.744629
	Iteration 21Q: 3 clusters Score -2518832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2518873.250000 Penalty: 4937.744629
	Iteration 22Q: 3 clusters Score -2518873 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2518910.750000 Penalty: 4937.744629
	Iteration 23Q: 3 clusters Score -2518911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2518933.750000 Penalty: 4937.744629
	Iteration 24Q: 3 clusters Score -2518934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2518961.000000 Penalty: 4937.744629
	Iteration 25Q: 3 clusters Score -2518961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2518962.750000 Penalty: 4937.744629
	Iteration 26Q: 3 clusters Score -2518963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2518975.750000 Penalty: 4937.744629
	Iteration 27Q: 3 clusters Score -2518976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2518995.750000 Penalty: 4937.744629
	Iteration 28Q: 3 clusters Score -2518996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2518998.000000 Penalty: 4937.744629
	Iteration 29Q: 3 clusters Score -2518998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2519003.250000 Penalty: 4937.744629
	Iteration 30Q: 3 clusters Score -2519003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2519012.250000 Penalty: 4937.744629
	Iteration 31Q: 3 clusters Score -2519012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2519017.750000 Penalty: 4937.744629
	Iteration 32Q: 3 clusters Score -2519018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2519029.750000 Penalty: 4937.744629
	Iteration 33Q: 3 clusters Score -2519030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2519033.250000 Penalty: 4937.744629
	Iteration 34Q: 3 clusters Score -2519033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2519047.000000 Penalty: 4937.744629
	Iteration 35Q: 3 clusters Score -2519047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2519046.250000 Penalty: 4937.744629
	Iteration 36Q: 3 clusters Score -2519046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2519047.000000 Penalty: 4937.744629
	Iteration 37Q: 3 clusters Score -2519047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2519045.500000 Penalty: 4937.744629
	Iteration 38Q: 3 clusters Score -2519046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2519047.500000 Penalty: 4937.744629
	Iteration 39Q: 3 clusters Score -2519048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2519049.750000 Penalty: 4937.744629
	Iteration 40F: 3 clusters Score -2519050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2519048.500000 Penalty: 4937.744629
	Iteration 41Q: 3 clusters Score -2519048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2519050.750000 Penalty: 4937.744629
	Iteration 42Q: 3 clusters Score -2519051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2519050.000000 Penalty: 4937.744629
	Iteration 43Q: 3 clusters Score -2519050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2519056.250000 Penalty: 4937.744629
	Iteration 44Q: 3 clusters Score -2519056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2519051.000000 Penalty: 4937.744629
	Iteration 45Q: 3 clusters Score -2519051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2519056.250000 Penalty: 4937.744629
	Iteration 46Q: 3 clusters Score -2519056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2519054.250000 Penalty: 4937.744629
	Iteration 47Q: 3 clusters Score -2519054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2519050.500000 Penalty: 4937.744629
	Iteration 48Q: 3 clusters Score -2519050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2519054.250000 Penalty: 4937.744629
	Iteration 49Q: 3 clusters Score -2519054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2519052.500000 Penalty: 4937.744629
	Iteration 50Q: 3 clusters Score -2519052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2519052.750000 Penalty: 4937.744629
	Iteration 51Q: 3 clusters Score -2519053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2519052.750000 Penalty: 4937.744629
	Iteration 52F: 3 clusters Score -2519053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
Score: -1453284.875000 Penalty: 2339.067139
	Iteration 0F: 2 clusters Score -1453285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1444067.500000 Penalty: 4678.134277
	Iteration 0F: 3 clusters Score -1444068 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1446950.000000 Penalty: 4678.134277
	Iteration 1F: 3 clusters Score -1446950 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1447324.625000 Penalty: 4678.134277
	Iteration 2F: 3 clusters Score -1447325 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1447703.875000 Penalty: 4678.134277
	Iteration 3F: 3 clusters Score -1447704 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1448107.625000 Penalty: 4678.134277
	Iteration 4F: 3 clusters Score -1448108 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1448523.125000 Penalty: 4678.134277
	Iteration 5F: 3 clusters Score -1448523 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1448963.000000 Penalty: 4678.134277
	Iteration 6F: 3 clusters Score -1448963 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1449378.750000 Penalty: 4678.134277
	Iteration 7F: 3 clusters Score -1449379 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1449712.750000 Penalty: 4678.134277
	Iteration 8Q: 3 clusters Score -1449713 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1449970.000000 Penalty: 4678.134277
	Iteration 9Q: 3 clusters Score -1449970 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1450167.625000 Penalty: 4678.134277
	Iteration 10Q: 3 clusters Score -1450168 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1450339.750000 Penalty: 4678.134277
	Iteration 11Q: 3 clusters Score -1450340 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1450468.000000 Penalty: 4678.134277
	Iteration 12Q: 3 clusters Score -1450468 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1450573.750000 Penalty: 4678.134277
	Iteration 13Q: 3 clusters Score -1450574 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1450646.000000 Penalty: 4678.134277
	Iteration 14Q: 3 clusters Score -1450646 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1450703.500000 Penalty: 4678.134277
	Iteration 15Q: 3 clusters Score -1450704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1450756.875000 Penalty: 4678.134277
	Iteration 16Q: 3 clusters Score -1450757 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1450807.375000 Penalty: 4678.134277
	Iteration 17Q: 3 clusters Score -1450807 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1450839.500000 Penalty: 4678.134277
	Iteration 18Q: 3 clusters Score -1450840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1450888.000000 Penalty: 4678.134277
	Iteration 19Q: 3 clusters Score -1450888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1450933.875000 Penalty: 4678.134277
	Iteration 20F: 3 clusters Score -1450934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1450978.125000 Penalty: 4678.134277
	Iteration 21Q: 3 clusters Score -1450978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1451014.125000 Penalty: 4678.134277
	Iteration 22Q: 3 clusters Score -1451014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1451038.875000 Penalty: 4678.134277
	Iteration 23Q: 3 clusters Score -1451039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1451060.750000 Penalty: 4678.134277
	Iteration 24Q: 3 clusters Score -1451061 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1451085.500000 Penalty: 4678.134277
	Iteration 25Q: 3 clusters Score -1451086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1451108.250000 Penalty: 4678.134277
	Iteration 26Q: 3 clusters Score -1451108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1451124.750000 Penalty: 4678.134277
	Iteration 27Q: 3 clusters Score -1451125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1451143.000000 Penalty: 4678.134277
	Iteration 28Q: 3 clusters Score -1451143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1451154.750000 Penalty: 4678.134277
	Iteration 29Q: 3 clusters Score -1451155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1451178.000000 Penalty: 4678.134277
	Iteration 30Q: 3 clusters Score -1451178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1451205.500000 Penalty: 4678.134277
	Iteration 31Q: 3 clusters Score -1451206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1451225.625000 Penalty: 4678.134277
	Iteration 32Q: 3 clusters Score -1451226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1451251.625000 Penalty: 4678.134277
	Iteration 33Q: 3 clusters Score -1451252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1451274.625000 Penalty: 4678.134277
	Iteration 34Q: 3 clusters Score -1451275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1451291.500000 Penalty: 4678.134277
	Iteration 35Q: 3 clusters Score -1451292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1451317.500000 Penalty: 4678.134277
	Iteration 36Q: 3 clusters Score -1451318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1451338.375000 Penalty: 4678.134277
	Iteration 37Q: 3 clusters Score -1451338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1451355.875000 Penalty: 4678.134277
	Iteration 38Q: 3 clusters Score -1451356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1451375.750000 Penalty: 4678.134277
	Iteration 39Q: 3 clusters Score -1451376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1451395.250000 Penalty: 4678.134277
	Iteration 40F: 3 clusters Score -1451395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1451418.375000 Penalty: 4678.134277
	Iteration 41Q: 3 clusters Score -1451418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1451440.250000 Penalty: 4678.134277
	Iteration 42Q: 3 clusters Score -1451440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1451455.000000 Penalty: 4678.134277
	Iteration 43Q: 3 clusters Score -1451455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1451479.750000 Penalty: 4678.134277
	Iteration 44Q: 3 clusters Score -1451480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1451511.250000 Penalty: 4678.134277
	Iteration 45Q: 3 clusters Score -1451511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1451536.875000 Penalty: 4678.134277
	Iteration 46Q: 3 clusters Score -1451537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1451577.375000 Penalty: 4678.134277
	Iteration 47Q: 3 clusters Score -1451577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1451605.875000 Penalty: 4678.134277
	Iteration 48Q: 3 clusters Score -1451606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1451638.500000 Penalty: 4678.134277
	Iteration 49Q: 3 clusters Score -1451638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1451678.250000 Penalty: 4678.134277
	Iteration 50Q: 3 clusters Score -1451678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1451720.000000 Penalty: 4678.134277
	Iteration 51Q: 3 clusters Score -1451720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1451755.625000 Penalty: 4678.134277
	Iteration 52Q: 3 clusters Score -1451756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1451789.250000 Penalty: 4678.134277
	Iteration 53Q: 3 clusters Score -1451789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1451814.125000 Penalty: 4678.134277
	Iteration 54Q: 3 clusters Score -1451814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1451832.250000 Penalty: 4678.134277
	Iteration 55Q: 3 clusters Score -1451832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1451846.875000 Penalty: 4678.134277
	Iteration 56Q: 3 clusters Score -1451847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1451859.125000 Penalty: 4678.134277
	Iteration 57Q: 3 clusters Score -1451859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1451862.375000 Penalty: 4678.134277
	Iteration 58Q: 3 clusters Score -1451862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1451867.500000 Penalty: 4678.134277
	Iteration 59Q: 3 clusters Score -1451868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1451877.000000 Penalty: 4678.134277
	Iteration 60F: 3 clusters Score -1451877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1451883.750000 Penalty: 4678.134277
	Iteration 61Q: 3 clusters Score -1451884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1451889.375000 Penalty: 4678.134277
	Iteration 62Q: 3 clusters Score -1451889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1451896.000000 Penalty: 4678.134277
	Iteration 63Q: 3 clusters Score -1451896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1451901.250000 Penalty: 4678.134277
	Iteration 64Q: 3 clusters Score -1451901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1451905.000000 Penalty: 4678.134277
	Iteration 65Q: 3 clusters Score -1451905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1451907.125000 Penalty: 4678.134277
	Iteration 66Q: 3 clusters Score -1451907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1451908.125000 Penalty: 4678.134277
	Iteration 67Q: 3 clusters Score -1451908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1451907.500000 Penalty: 4678.134277
	Iteration 68Q: 3 clusters Score -1451908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1451907.250000 Penalty: 4678.134277
	Iteration 69Q: 3 clusters Score -1451907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1451907.250000 Penalty: 4678.134277
	Iteration 70F: 3 clusters Score -1451907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -592997.437500 Penalty: 2114.780762
	Iteration 0F: 2 clusters Score -592997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -588484.625000 Penalty: 4229.561523
	Iteration 0F: 3 clusters Score -588484.6 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -589682.875000 Penalty: 4229.561523
	Iteration 1F: 3 clusters Score -589682.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -589911.000000 Penalty: 4229.561523
	Iteration 2F: 3 clusters Score -589911 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -590047.375000 Penalty: 4229.561523
	Iteration 3Q: 3 clusters Score -590047.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -590175.187500 Penalty: 4229.561523
	Iteration 4Q: 3 clusters Score -590175.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -590298.500000 Penalty: 4229.561523
	Iteration 5Q: 3 clusters Score -590298.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -590434.062500 Penalty: 4229.561523
	Iteration 6Q: 3 clusters Score -590434.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -590605.000000 Penalty: 4229.561523
	Iteration 7Q: 3 clusters Score -590605 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -590786.500000 Penalty: 4229.561523
	Iteration 8Q: 3 clusters Score -590786.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -590955.062500 Penalty: 4229.561523
	Iteration 9Q: 3 clusters Score -590955.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -591139.937500 Penalty: 4229.561523
	Iteration 10Q: 3 clusters Score -591139.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -591315.937500 Penalty: 4229.561523
	Iteration 11Q: 3 clusters Score -591315.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -591451.750000 Penalty: 4229.561523
	Iteration 12Q: 3 clusters Score -591451.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -591534.250000 Penalty: 4229.561523
	Iteration 13Q: 3 clusters Score -591534.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -591604.500000 Penalty: 4229.561523
	Iteration 14Q: 3 clusters Score -591604.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -591653.562500 Penalty: 4229.561523
	Iteration 15Q: 3 clusters Score -591653.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -591692.937500 Penalty: 4229.561523
	Iteration 16Q: 3 clusters Score -591692.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -591718.750000 Penalty: 4229.561523
	Iteration 17Q: 3 clusters Score -591718.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -591729.750000 Penalty: 4229.561523
	Iteration 18Q: 3 clusters Score -591729.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -591738.750000 Penalty: 4229.561523
	Iteration 19Q: 3 clusters Score -591738.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -591749.562500 Penalty: 4229.561523
	Iteration 20F: 3 clusters Score -591749.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -591757.687500 Penalty: 4229.561523
	Iteration 21Q: 3 clusters Score -591757.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -591765.812500 Penalty: 4229.561523
	Iteration 22Q: 3 clusters Score -591765.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -591770.812500 Penalty: 4229.561523
	Iteration 23Q: 3 clusters Score -591770.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -591780.562500 Penalty: 4229.561523
	Iteration 24Q: 3 clusters Score -591780.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -591787.937500 Penalty: 4229.561523
	Iteration 25Q: 3 clusters Score -591787.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -591792.500000 Penalty: 4229.561523
	Iteration 26Q: 3 clusters Score -591792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -591797.687500 Penalty: 4229.561523
	Iteration 27Q: 3 clusters Score -591797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -591803.312500 Penalty: 4229.561523
	Iteration 28Q: 3 clusters Score -591803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -591804.937500 Penalty: 4229.561523
	Iteration 29Q: 3 clusters Score -591804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -591807.375000 Penalty: 4229.561523
	Iteration 30Q: 3 clusters Score -591807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -591810.937500 Penalty: 4229.561523
	Iteration 31Q: 3 clusters Score -591810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -591811.812500 Penalty: 4229.561523
	Iteration 32Q: 3 clusters Score -591811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -591815.312500 Penalty: 4229.561523
	Iteration 33Q: 3 clusters Score -591815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -591819.500000 Penalty: 4229.561523
	Iteration 34Q: 3 clusters Score -591819.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -591822.437500 Penalty: 4229.561523
	Iteration 35Q: 3 clusters Score -591822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -591825.375000 Penalty: 4229.561523
	Iteration 36Q: 3 clusters Score -591825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -591825.750000 Penalty: 4229.561523
	Iteration 37Q: 3 clusters Score -591825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -591827.812500 Penalty: 4229.561523
	Iteration 38Q: 3 clusters Score -591827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -591828.250000 Penalty: 4229.561523
	Iteration 39Q: 3 clusters Score -591828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -591828.250000 Penalty: 4229.561523
	Iteration 40F: 3 clusters Score -591828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167401 members 
Entering Unmasked Estep 
Score: -20400550.000000 Penalty: 2982.980713
	Iteration 0F: 2 clusters Score -2.040055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -20289800.000000 Penalty: 5965.961426
	Iteration 0F: 3 clusters Score -2.02898e+07 nChanged 80362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -20337058.000000 Penalty: 5965.961426
	Iteration 1F: 3 clusters Score -2.033706e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -20339616.000000 Penalty: 5965.961426
	Iteration 2Q: 3 clusters Score -2.033962e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -20343956.000000 Penalty: 5965.961426
	Iteration 3F: 3 clusters Score -2.034396e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -20350972.000000 Penalty: 5965.961426
	Iteration 4F: 3 clusters Score -2.035097e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -20360878.000000 Penalty: 5965.961426
	Iteration 5F: 3 clusters Score -2.036088e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -20371984.000000 Penalty: 5965.961426
	Iteration 6F: 3 clusters Score -2.037198e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144639 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -20381538.000000 Penalty: 5965.961426
	Iteration 7F: 3 clusters Score -2.038154e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -20388334.000000 Penalty: 5965.961426
	Iteration 8F: 3 clusters Score -2.038833e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -20392710.000000 Penalty: 5965.961426
	Iteration 9Q: 3 clusters Score -2.039271e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -20395082.000000 Penalty: 5965.961426
	Iteration 10Q: 3 clusters Score -2.039508e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -20396600.000000 Penalty: 5965.961426
	Iteration 11Q: 3 clusters Score -2.03966e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20397218.000000 Penalty: 5965.961426
	Iteration 12Q: 3 clusters Score -2.039722e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20397708.000000 Penalty: 5965.961426
	Iteration 13Q: 3 clusters Score -2.039771e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166368 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20397932.000000 Penalty: 5965.961426
	Iteration 14Q: 3 clusters Score -2.039793e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166537 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20398056.000000 Penalty: 5965.961426
	Iteration 15Q: 3 clusters Score -2.039806e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166636 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -20398092.000000 Penalty: 5965.961426
	Iteration 16Q: 3 clusters Score -2.039809e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20398118.000000 Penalty: 5965.961426
	Iteration 17Q: 3 clusters Score -2.039812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20398154.000000 Penalty: 5965.961426
	Iteration 18Q: 3 clusters Score -2.039815e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166744 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20398166.000000 Penalty: 5965.961426
	Iteration 19Q: 3 clusters Score -2.039817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166758 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20398200.000000 Penalty: 5965.961426
	Iteration 20F: 3 clusters Score -2.03982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20398178.000000 Penalty: 5965.961426
	Iteration 21Q: 3 clusters Score -2.039818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20398182.000000 Penalty: 5965.961426
	Iteration 22Q: 3 clusters Score -2.039818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20398174.000000 Penalty: 5965.961426
	Iteration 23Q: 3 clusters Score -2.039817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20398166.000000 Penalty: 5965.961426
	Iteration 24Q: 3 clusters Score -2.039817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20398190.000000 Penalty: 5965.961426
	Iteration 25Q: 3 clusters Score -2.039819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20398186.000000 Penalty: 5965.961426
	Iteration 26Q: 3 clusters Score -2.039819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166770 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20398182.000000 Penalty: 5965.961426
	Iteration 27Q: 3 clusters Score -2.039818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -20398182.000000 Penalty: 5965.961426
	Iteration 28Q: 3 clusters Score -2.039818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20398182.000000 Penalty: 5965.961426
	Iteration 29Q: 3 clusters Score -2.039818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20398184.000000 Penalty: 5965.961426
	Iteration 30Q: 3 clusters Score -2.039818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20398184.000000 Penalty: 5965.961426
	Iteration 31F: 3 clusters Score -2.039818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1922495.250000 Penalty: 2406.894287
	Iteration 0F: 2 clusters Score -1922495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1910741.750000 Penalty: 4813.788574
	Iteration 0F: 3 clusters Score -1910742 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1914788.375000 Penalty: 4813.788574
	Iteration 1F: 3 clusters Score -1914788 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1915331.125000 Penalty: 4813.788574
	Iteration 2F: 3 clusters Score -1915331 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1915847.500000 Penalty: 4813.788574
	Iteration 3F: 3 clusters Score -1915848 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1916452.875000 Penalty: 4813.788574
	Iteration 4F: 3 clusters Score -1916453 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1916960.750000 Penalty: 4813.788574
	Iteration 5F: 3 clusters Score -1916961 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1917357.500000 Penalty: 4813.788574
	Iteration 6Q: 3 clusters Score -1917358 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1917686.625000 Penalty: 4813.788574
	Iteration 7Q: 3 clusters Score -1917687 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1917968.125000 Penalty: 4813.788574
	Iteration 8Q: 3 clusters Score -1917968 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1918188.750000 Penalty: 4813.788574
	Iteration 9Q: 3 clusters Score -1918189 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1918396.250000 Penalty: 4813.788574
	Iteration 10Q: 3 clusters Score -1918396 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1918593.500000 Penalty: 4813.788574
	Iteration 11Q: 3 clusters Score -1918594 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1918755.250000 Penalty: 4813.788574
	Iteration 12Q: 3 clusters Score -1918755 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1918907.750000 Penalty: 4813.788574
	Iteration 13Q: 3 clusters Score -1918908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1919013.250000 Penalty: 4813.788574
	Iteration 14Q: 3 clusters Score -1919013 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1919092.625000 Penalty: 4813.788574
	Iteration 15Q: 3 clusters Score -1919093 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1919154.375000 Penalty: 4813.788574
	Iteration 16Q: 3 clusters Score -1919154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1919210.000000 Penalty: 4813.788574
	Iteration 17Q: 3 clusters Score -1919210 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1919259.250000 Penalty: 4813.788574
	Iteration 18Q: 3 clusters Score -1919259 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1919310.500000 Penalty: 4813.788574
	Iteration 19Q: 3 clusters Score -1919310 nChanged 196
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: -1919364.000000 Penalty: 4813.788574
	Iteration 20F: 3 clusters Score -1919364 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1919440.250000 Penalty: 4813.788574
	Iteration 21Q: 3 clusters Score -1919440 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1919511.750000 Penalty: 4813.788574
	Iteration 22Q: 3 clusters Score -1919512 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1919598.125000 Penalty: 4813.788574
	Iteration 23Q: 3 clusters Score -1919598 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1919731.375000 Penalty: 4813.788574
	Iteration 24Q: 3 clusters Score -1919731 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1919885.250000 Penalty: 4813.788574
	Iteration 25Q: 3 clusters Score -1919885 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1920061.000000 Penalty: 4813.788574
	Iteration 26Q: 3 clusters Score -1920061 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1920233.000000 Penalty: 4813.788574
	Iteration 27Q: 3 clusters Score -1920233 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1920392.125000 Penalty: 4813.788574
	Iteration 28Q: 3 clusters Score -1920392 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1920552.250000 Penalty: 4813.788574
	Iteration 29Q: 3 clusters Score -1920552 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1920709.625000 Penalty: 4813.788574
	Iteration 30Q: 3 clusters Score -1920710 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1920837.000000 Penalty: 4813.788574
	Iteration 31Q: 3 clusters Score -1920837 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1920933.250000 Penalty: 4813.788574
	Iteration 32Q: 3 clusters Score -1920933 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1921003.250000 Penalty: 4813.788574
	Iteration 33Q: 3 clusters Score -1921003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1921067.750000 Penalty: 4813.788574
	Iteration 34Q: 3 clusters Score -1921068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1921114.500000 Penalty: 4813.788574
	Iteration 35Q: 3 clusters Score -1921114 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1921145.625000 Penalty: 4813.788574
	Iteration 36Q: 3 clusters Score -1921146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1921175.875000 Penalty: 4813.788574
	Iteration 37Q: 3 clusters Score -1921176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1921196.000000 Penalty: 4813.788574
	Iteration 38Q: 3 clusters Score -1921196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1921208.625000 Penalty: 4813.788574
	Iteration 39Q: 3 clusters Score -1921209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1921236.625000 Penalty: 4813.788574
	Iteration 40F: 3 clusters Score -1921237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1921259.000000 Penalty: 4813.788574
	Iteration 41Q: 3 clusters Score -1921259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1921283.375000 Penalty: 4813.788574
	Iteration 42Q: 3 clusters Score -1921283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1921301.875000 Penalty: 4813.788574
	Iteration 43Q: 3 clusters Score -1921302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1921314.875000 Penalty: 4813.788574
	Iteration 44Q: 3 clusters Score -1921315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1921327.375000 Penalty: 4813.788574
	Iteration 45Q: 3 clusters Score -1921327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1921342.375000 Penalty: 4813.788574
	Iteration 46Q: 3 clusters Score -1921342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1921349.250000 Penalty: 4813.788574
	Iteration 47Q: 3 clusters Score -1921349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1921353.375000 Penalty: 4813.788574
	Iteration 48Q: 3 clusters Score -1921353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1921365.125000 Penalty: 4813.788574
	Iteration 49Q: 3 clusters Score -1921365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1921371.125000 Penalty: 4813.788574
	Iteration 50Q: 3 clusters Score -1921371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1921382.000000 Penalty: 4813.788574
	Iteration 51Q: 3 clusters Score -1921382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1921386.250000 Penalty: 4813.788574
	Iteration 52Q: 3 clusters Score -1921386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1921395.375000 Penalty: 4813.788574
	Iteration 53Q: 3 clusters Score -1921395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1921400.750000 Penalty: 4813.788574
	Iteration 54Q: 3 clusters Score -1921401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1921403.125000 Penalty: 4813.788574
	Iteration 55Q: 3 clusters Score -1921403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1921412.875000 Penalty: 4813.788574
	Iteration 56Q: 3 clusters Score -1921413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1921414.625000 Penalty: 4813.788574
	Iteration 57Q: 3 clusters Score -1921415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1921416.625000 Penalty: 4813.788574
	Iteration 58Q: 3 clusters Score -1921417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1921419.750000 Penalty: 4813.788574
	Iteration 59Q: 3 clusters Score -1921420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1921430.000000 Penalty: 4813.788574
	Iteration 60F: 3 clusters Score -1921430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1921438.000000 Penalty: 4813.788574
	Iteration 61Q: 3 clusters Score -1921438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1921443.875000 Penalty: 4813.788574
	Iteration 62Q: 3 clusters Score -1921444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1921443.250000 Penalty: 4813.788574
	Iteration 63Q: 3 clusters Score -1921443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1921450.375000 Penalty: 4813.788574
	Iteration 64Q: 3 clusters Score -1921450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1921454.500000 Penalty: 4813.788574
	Iteration 65Q: 3 clusters Score -1921454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1921455.875000 Penalty: 4813.788574
	Iteration 66Q: 3 clusters Score -1921456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1921458.875000 Penalty: 4813.788574
	Iteration 67Q: 3 clusters Score -1921459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1921464.250000 Penalty: 4813.788574
	Iteration 68Q: 3 clusters Score -1921464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1921463.375000 Penalty: 4813.788574
	Iteration 69Q: 3 clusters Score -1921463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1921462.000000 Penalty: 4813.788574
	Iteration 70Q: 3 clusters Score -1921462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1921468.500000 Penalty: 4813.788574
	Iteration 71Q: 3 clusters Score -1921468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1921468.875000 Penalty: 4813.788574
	Iteration 72Q: 3 clusters Score -1921469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1921473.000000 Penalty: 4813.788574
	Iteration 73Q: 3 clusters Score -1921473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1921470.875000 Penalty: 4813.788574
	Iteration 74Q: 3 clusters Score -1921471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1921473.875000 Penalty: 4813.788574
	Iteration 75Q: 3 clusters Score -1921474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1921479.625000 Penalty: 4813.788574
	Iteration 76Q: 3 clusters Score -1921480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1921484.625000 Penalty: 4813.788574
	Iteration 77Q: 3 clusters Score -1921485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1921481.500000 Penalty: 4813.788574
	Iteration 78Q: 3 clusters Score -1921482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1921486.250000 Penalty: 4813.788574
	Iteration 79Q: 3 clusters Score -1921486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1921485.750000 Penalty: 4813.788574
	Iteration 80F: 3 clusters Score -1921486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1921481.125000 Penalty: 4813.788574
	Iteration 81Q: 3 clusters Score -1921481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1921484.375000 Penalty: 4813.788574
	Iteration 82Q: 3 clusters Score -1921484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1921486.375000 Penalty: 4813.788574
	Iteration 83Q: 3 clusters Score -1921486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1921486.500000 Penalty: 4813.788574
	Iteration 84Q: 3 clusters Score -1921486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1921490.125000 Penalty: 4813.788574
	Iteration 85Q: 3 clusters Score -1921490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1921489.875000 Penalty: 4813.788574
	Iteration 86Q: 3 clusters Score -1921490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1921491.750000 Penalty: 4813.788574
	Iteration 87Q: 3 clusters Score -1921492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1921493.500000 Penalty: 4813.788574
	Iteration 88Q: 3 clusters Score -1921494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1921489.500000 Penalty: 4813.788574
	Iteration 89Q: 3 clusters Score -1921490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1921491.250000 Penalty: 4813.788574
	Iteration 90Q: 3 clusters Score -1921491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1921492.750000 Penalty: 4813.788574
	Iteration 91Q: 3 clusters Score -1921493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1921493.375000 Penalty: 4813.788574
	Iteration 92Q: 3 clusters Score -1921493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1921492.500000 Penalty: 4813.788574
	Iteration 93Q: 3 clusters Score -1921492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1921492.875000 Penalty: 4813.788574
	Iteration 94Q: 3 clusters Score -1921493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1921495.125000 Penalty: 4813.788574
	Iteration 95Q: 3 clusters Score -1921495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1921490.375000 Penalty: 4813.788574
	Iteration 96Q: 3 clusters Score -1921490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1921494.250000 Penalty: 4813.788574
	Iteration 97Q: 3 clusters Score -1921494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1921496.750000 Penalty: 4813.788574
	Iteration 98Q: 3 clusters Score -1921497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1921495.500000 Penalty: 4813.788574
	Iteration 99Q: 3 clusters Score -1921496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1921495.500000 Penalty: 4813.788574
	Iteration 100F: 3 clusters Score -1921496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Entering Unmasked Estep 
Score: -3582477.500000 Penalty: 2549.823730
	Iteration 0F: 2 clusters Score -3582478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3562505.750000 Penalty: 5099.647461
	Iteration 0F: 3 clusters Score -3562506 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3570062.000000 Penalty: 5099.647461
	Iteration 1F: 3 clusters Score -3570062 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3571175.750000 Penalty: 5099.647461
	Iteration 2F: 3 clusters Score -3571176 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3572421.000000 Penalty: 5099.647461
	Iteration 3F: 3 clusters Score -3572421 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3573780.500000 Penalty: 5099.647461
	Iteration 4F: 3 clusters Score -3573780 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3575021.500000 Penalty: 5099.647461
	Iteration 5F: 3 clusters Score -3575022 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3576020.000000 Penalty: 5099.647461
	Iteration 6F: 3 clusters Score -3576020 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3576896.000000 Penalty: 5099.647461
	Iteration 7Q: 3 clusters Score -3576896 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3577647.000000 Penalty: 5099.647461
	Iteration 8Q: 3 clusters Score -3577647 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3578295.750000 Penalty: 5099.647461
	Iteration 9Q: 3 clusters Score -3578296 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3578884.000000 Penalty: 5099.647461
	Iteration 10Q: 3 clusters Score -3578884 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3579326.000000 Penalty: 5099.647461
	Iteration 11Q: 3 clusters Score -3579326 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3579652.000000 Penalty: 5099.647461
	Iteration 12Q: 3 clusters Score -3579652 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3579901.750000 Penalty: 5099.647461
	Iteration 13Q: 3 clusters Score -3579902 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3580078.500000 Penalty: 5099.647461
	Iteration 14Q: 3 clusters Score -3580078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3580221.000000 Penalty: 5099.647461
	Iteration 15Q: 3 clusters Score -3580221 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3580287.750000 Penalty: 5099.647461
	Iteration 16Q: 3 clusters Score -3580288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3580341.750000 Penalty: 5099.647461
	Iteration 17Q: 3 clusters Score -3580342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3580377.250000 Penalty: 5099.647461
	Iteration 18Q: 3 clusters Score -3580377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3580402.250000 Penalty: 5099.647461
	Iteration 19Q: 3 clusters Score -3580402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3580440.250000 Penalty: 5099.647461
	Iteration 20F: 3 clusters Score -3580440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3580469.750000 Penalty: 5099.647461
	Iteration 21Q: 3 clusters Score -3580470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3580477.250000 Penalty: 5099.647461
	Iteration 22Q: 3 clusters Score -3580477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3580499.000000 Penalty: 5099.647461
	Iteration 23Q: 3 clusters Score -3580499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3580500.000000 Penalty: 5099.647461
	Iteration 24Q: 3 clusters Score -3580500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3580511.250000 Penalty: 5099.647461
	Iteration 25Q: 3 clusters Score -3580511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3580516.750000 Penalty: 5099.647461
	Iteration 26Q: 3 clusters Score -3580517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3580521.000000 Penalty: 5099.647461
	Iteration 27Q: 3 clusters Score -3580521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3580521.250000 Penalty: 5099.647461
	Iteration 28Q: 3 clusters Score -3580521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3580526.750000 Penalty: 5099.647461
	Iteration 29Q: 3 clusters Score -3580527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3580524.000000 Penalty: 5099.647461
	Iteration 30Q: 3 clusters Score -3580524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3580525.250000 Penalty: 5099.647461
	Iteration 31Q: 3 clusters Score -3580525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3580526.250000 Penalty: 5099.647461
	Iteration 32Q: 3 clusters Score -3580526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3580527.500000 Penalty: 5099.647461
	Iteration 33Q: 3 clusters Score -3580528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3580524.250000 Penalty: 5099.647461
	Iteration 34Q: 3 clusters Score -3580524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3580526.250000 Penalty: 5099.647461
	Iteration 35Q: 3 clusters Score -3580526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3580529.750000 Penalty: 5099.647461
	Iteration 36Q: 3 clusters Score -3580530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3580533.000000 Penalty: 5099.647461
	Iteration 37Q: 3 clusters Score -3580533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3580530.750000 Penalty: 5099.647461
	Iteration 38Q: 3 clusters Score -3580531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3580528.750000 Penalty: 5099.647461
	Iteration 39Q: 3 clusters Score -3580529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3580533.000000 Penalty: 5099.647461
	Iteration 40F: 3 clusters Score -3580533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3580534.000000 Penalty: 5099.647461
	Iteration 41Q: 3 clusters Score -3580534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3580534.250000 Penalty: 5099.647461
	Iteration 42Q: 3 clusters Score -3580534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3580539.750000 Penalty: 5099.647461
	Iteration 43Q: 3 clusters Score -3580540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3580541.500000 Penalty: 5099.647461
	Iteration 44Q: 3 clusters Score -3580542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3580542.750000 Penalty: 5099.647461
	Iteration 45Q: 3 clusters Score -3580543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3580542.750000 Penalty: 5099.647461
	Iteration 46F: 3 clusters Score -3580543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Entering Unmasked Estep 
Score: -2402797.250000 Penalty: 2449.811523
	Iteration 0F: 2 clusters Score -2402797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2389007.750000 Penalty: 4899.623047
	Iteration 0F: 3 clusters Score -2389008 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2393473.250000 Penalty: 4899.623047
	Iteration 1F: 3 clusters Score -2393473 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2393869.500000 Penalty: 4899.623047
	Iteration 2F: 3 clusters Score -2393870 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2394205.500000 Penalty: 4899.623047
	Iteration 3Q: 3 clusters Score -2394206 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2394526.250000 Penalty: 4899.623047
	Iteration 4Q: 3 clusters Score -2394526 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2394837.500000 Penalty: 4899.623047
	Iteration 5Q: 3 clusters Score -2394838 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2395215.000000 Penalty: 4899.623047
	Iteration 6Q: 3 clusters Score -2395215 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2395695.000000 Penalty: 4899.623047
	Iteration 7Q: 3 clusters Score -2395695 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2396385.250000 Penalty: 4899.623047
	Iteration 8F: 3 clusters Score -2396385 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2397252.750000 Penalty: 4899.623047
	Iteration 9F: 3 clusters Score -2397253 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2398251.500000 Penalty: 4899.623047
	Iteration 10F: 3 clusters Score -2398252 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2399089.750000 Penalty: 4899.623047
	Iteration 11F: 3 clusters Score -2399090 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2399716.250000 Penalty: 4899.623047
	Iteration 12Q: 3 clusters Score -2399716 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2400108.750000 Penalty: 4899.623047
	Iteration 13Q: 3 clusters Score -2400109 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2400352.250000 Penalty: 4899.623047
	Iteration 14Q: 3 clusters Score -2400352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2400499.000000 Penalty: 4899.623047
	Iteration 15Q: 3 clusters Score -2400499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2400572.000000 Penalty: 4899.623047
	Iteration 16Q: 3 clusters Score -2400572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2400624.250000 Penalty: 4899.623047
	Iteration 17Q: 3 clusters Score -2400624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2400651.500000 Penalty: 4899.623047
	Iteration 18Q: 3 clusters Score -2400652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2400670.500000 Penalty: 4899.623047
	Iteration 19Q: 3 clusters Score -2400670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2400680.750000 Penalty: 4899.623047
	Iteration 20F: 3 clusters Score -2400681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2400692.750000 Penalty: 4899.623047
	Iteration 21Q: 3 clusters Score -2400693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2400703.250000 Penalty: 4899.623047
	Iteration 22Q: 3 clusters Score -2400703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2400708.000000 Penalty: 4899.623047
	Iteration 23Q: 3 clusters Score -2400708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2400715.250000 Penalty: 4899.623047
	Iteration 24Q: 3 clusters Score -2400715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2400719.000000 Penalty: 4899.623047
	Iteration 25Q: 3 clusters Score -2400719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2400717.500000 Penalty: 4899.623047
	Iteration 26Q: 3 clusters Score -2400718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2400721.750000 Penalty: 4899.623047
	Iteration 27Q: 3 clusters Score -2400722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2400723.500000 Penalty: 4899.623047
	Iteration 28Q: 3 clusters Score -2400724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2400724.000000 Penalty: 4899.623047
	Iteration 29Q: 3 clusters Score -2400724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2400727.500000 Penalty: 4899.623047
	Iteration 30Q: 3 clusters Score -2400728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2400730.250000 Penalty: 4899.623047
	Iteration 31Q: 3 clusters Score -2400730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2400730.250000 Penalty: 4899.623047
	Iteration 32F: 3 clusters Score -2400730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Entering Unmasked Estep 
Score: -1005652.750000 Penalty: 2236.606445
	Iteration 0F: 2 clusters Score -1005653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -999110.000000 Penalty: 4473.212891
	Iteration 0F: 3 clusters Score -999110 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1000946.562500 Penalty: 4473.212891
	Iteration 1F: 3 clusters Score -1000947 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1001242.937500 Penalty: 4473.212891
	Iteration 2F: 3 clusters Score -1001243 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1001440.000000 Penalty: 4473.212891
	Iteration 3F: 3 clusters Score -1001440 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1001600.437500 Penalty: 4473.212891
	Iteration 4Q: 3 clusters Score -1001600 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1001755.625000 Penalty: 4473.212891
	Iteration 5Q: 3 clusters Score -1001756 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1001932.375000 Penalty: 4473.212891
	Iteration 6Q: 3 clusters Score -1001932 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1002158.062500 Penalty: 4473.212891
	Iteration 7Q: 3 clusters Score -1002158 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1002398.750000 Penalty: 4473.212891
	Iteration 8Q: 3 clusters Score -1002399 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1002658.750000 Penalty: 4473.212891
	Iteration 9Q: 3 clusters Score -1002659 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1002923.750000 Penalty: 4473.212891
	Iteration 10Q: 3 clusters Score -1002924 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1003177.812500 Penalty: 4473.212891
	Iteration 11Q: 3 clusters Score -1003178 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1003417.687500 Penalty: 4473.212891
	Iteration 12Q: 3 clusters Score -1003418 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1003601.437500 Penalty: 4473.212891
	Iteration 13Q: 3 clusters Score -1003601 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1003713.875000 Penalty: 4473.212891
	Iteration 14Q: 3 clusters Score -1003714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1003778.500000 Penalty: 4473.212891
	Iteration 15Q: 3 clusters Score -1003778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1003816.312500 Penalty: 4473.212891
	Iteration 16Q: 3 clusters Score -1003816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1003853.250000 Penalty: 4473.212891
	Iteration 17Q: 3 clusters Score -1003853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1003890.125000 Penalty: 4473.212891
	Iteration 18Q: 3 clusters Score -1003890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1003909.375000 Penalty: 4473.212891
	Iteration 19Q: 3 clusters Score -1003909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1003927.125000 Penalty: 4473.212891
	Iteration 20F: 3 clusters Score -1003927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1003942.250000 Penalty: 4473.212891
	Iteration 21Q: 3 clusters Score -1003942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1003946.562500 Penalty: 4473.212891
	Iteration 22Q: 3 clusters Score -1003947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1003949.875000 Penalty: 4473.212891
	Iteration 23Q: 3 clusters Score -1003950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1003957.125000 Penalty: 4473.212891
	Iteration 24Q: 3 clusters Score -1003957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1003961.875000 Penalty: 4473.212891
	Iteration 25Q: 3 clusters Score -1003962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1003963.250000 Penalty: 4473.212891
	Iteration 26Q: 3 clusters Score -1003963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1003967.187500 Penalty: 4473.212891
	Iteration 27Q: 3 clusters Score -1003967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1003969.250000 Penalty: 4473.212891
	Iteration 28Q: 3 clusters Score -1003969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1003968.500000 Penalty: 4473.212891
	Iteration 29Q: 3 clusters Score -1003968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1003971.125000 Penalty: 4473.212891
	Iteration 30Q: 3 clusters Score -1003971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1003975.062500 Penalty: 4473.212891
	Iteration 31Q: 3 clusters Score -1003975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1003979.687500 Penalty: 4473.212891
	Iteration 32Q: 3 clusters Score -1003980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1003983.312500 Penalty: 4473.212891
	Iteration 33Q: 3 clusters Score -1003983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1003985.000000 Penalty: 4473.212891
	Iteration 34Q: 3 clusters Score -1003985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1003988.812500 Penalty: 4473.212891
	Iteration 35Q: 3 clusters Score -1003989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1003990.625000 Penalty: 4473.212891
	Iteration 36Q: 3 clusters Score -1003991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1003991.437500 Penalty: 4473.212891
	Iteration 37Q: 3 clusters Score -1003991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1003992.437500 Penalty: 4473.212891
	Iteration 38Q: 3 clusters Score -1003992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1003992.250000 Penalty: 4473.212891
	Iteration 39Q: 3 clusters Score -1003992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1003996.812500 Penalty: 4473.212891
	Iteration 40F: 3 clusters Score -1003997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1004001.000000 Penalty: 4473.212891
	Iteration 41Q: 3 clusters Score -1004001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1004003.187500 Penalty: 4473.212891
	Iteration 42Q: 3 clusters Score -1004003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1004007.375000 Penalty: 4473.212891
	Iteration 43Q: 3 clusters Score -1004007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1004012.187500 Penalty: 4473.212891
	Iteration 44Q: 3 clusters Score -1004012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1004014.250000 Penalty: 4473.212891
	Iteration 45Q: 3 clusters Score -1004014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1004014.750000 Penalty: 4473.212891
	Iteration 46Q: 3 clusters Score -1004015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1004014.750000 Penalty: 4473.212891
	Iteration 47F: 3 clusters Score -1004015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Entering Unmasked Estep 
Score: -1566344.125000 Penalty: 2351.131104
	Iteration 0F: 2 clusters Score -1566344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1556713.750000 Penalty: 4702.262207
	Iteration 0F: 3 clusters Score -1556714 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1559730.250000 Penalty: 4702.262207
	Iteration 1F: 3 clusters Score -1559730 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1560233.000000 Penalty: 4702.262207
	Iteration 2F: 3 clusters Score -1560233 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1560802.250000 Penalty: 4702.262207
	Iteration 3F: 3 clusters Score -1560802 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1561431.875000 Penalty: 4702.262207
	Iteration 4F: 3 clusters Score -1561432 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1562066.375000 Penalty: 4702.262207
	Iteration 5F: 3 clusters Score -1562066 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1562675.000000 Penalty: 4702.262207
	Iteration 6F: 3 clusters Score -1562675 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1563127.750000 Penalty: 4702.262207
	Iteration 7F: 3 clusters Score -1563128 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1563510.625000 Penalty: 4702.262207
	Iteration 8Q: 3 clusters Score -1563511 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1563845.750000 Penalty: 4702.262207
	Iteration 9Q: 3 clusters Score -1563846 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1564153.875000 Penalty: 4702.262207
	Iteration 10Q: 3 clusters Score -1564154 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1564433.750000 Penalty: 4702.262207
	Iteration 11Q: 3 clusters Score -1564434 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1564682.500000 Penalty: 4702.262207
	Iteration 12Q: 3 clusters Score -1564682 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1564874.375000 Penalty: 4702.262207
	Iteration 13Q: 3 clusters Score -1564874 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1564999.500000 Penalty: 4702.262207
	Iteration 14Q: 3 clusters Score -1565000 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1565104.875000 Penalty: 4702.262207
	Iteration 15Q: 3 clusters Score -1565105 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1565197.250000 Penalty: 4702.262207
	Iteration 16Q: 3 clusters Score -1565197 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1565259.250000 Penalty: 4702.262207
	Iteration 17Q: 3 clusters Score -1565259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1565315.875000 Penalty: 4702.262207
	Iteration 18Q: 3 clusters Score -1565316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1565370.000000 Penalty: 4702.262207
	Iteration 19Q: 3 clusters Score -1565370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1565414.750000 Penalty: 4702.262207
	Iteration 20F: 3 clusters Score -1565415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1565448.625000 Penalty: 4702.262207
	Iteration 21Q: 3 clusters Score -1565449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1565479.500000 Penalty: 4702.262207
	Iteration 22Q: 3 clusters Score -1565480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1565500.875000 Penalty: 4702.262207
	Iteration 23Q: 3 clusters Score -1565501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1565520.250000 Penalty: 4702.262207
	Iteration 24Q: 3 clusters Score -1565520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1565527.625000 Penalty: 4702.262207
	Iteration 25Q: 3 clusters Score -1565528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1565534.875000 Penalty: 4702.262207
	Iteration 26Q: 3 clusters Score -1565535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1565540.750000 Penalty: 4702.262207
	Iteration 27Q: 3 clusters Score -1565541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1565546.375000 Penalty: 4702.262207
	Iteration 28Q: 3 clusters Score -1565546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1565555.250000 Penalty: 4702.262207
	Iteration 29Q: 3 clusters Score -1565555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1565561.750000 Penalty: 4702.262207
	Iteration 30Q: 3 clusters Score -1565562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1565569.125000 Penalty: 4702.262207
	Iteration 31Q: 3 clusters Score -1565569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1565573.125000 Penalty: 4702.262207
	Iteration 32Q: 3 clusters Score -1565573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1565581.875000 Penalty: 4702.262207
	Iteration 33Q: 3 clusters Score -1565582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1565583.500000 Penalty: 4702.262207
	Iteration 34Q: 3 clusters Score -1565584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1565589.000000 Penalty: 4702.262207
	Iteration 35Q: 3 clusters Score -1565589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1565596.000000 Penalty: 4702.262207
	Iteration 36Q: 3 clusters Score -1565596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1565600.250000 Penalty: 4702.262207
	Iteration 37Q: 3 clusters Score -1565600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1565606.500000 Penalty: 4702.262207
	Iteration 38Q: 3 clusters Score -1565606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1565609.750000 Penalty: 4702.262207
	Iteration 39Q: 3 clusters Score -1565610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1565611.375000 Penalty: 4702.262207
	Iteration 40F: 3 clusters Score -1565611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1565618.500000 Penalty: 4702.262207
	Iteration 41Q: 3 clusters Score -1565618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1565625.500000 Penalty: 4702.262207
	Iteration 42Q: 3 clusters Score -1565626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1565634.625000 Penalty: 4702.262207
	Iteration 43Q: 3 clusters Score -1565635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1565637.000000 Penalty: 4702.262207
	Iteration 44Q: 3 clusters Score -1565637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1565647.625000 Penalty: 4702.262207
	Iteration 45Q: 3 clusters Score -1565648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1565651.375000 Penalty: 4702.262207
	Iteration 46Q: 3 clusters Score -1565651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1565654.125000 Penalty: 4702.262207
	Iteration 47Q: 3 clusters Score -1565654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1565659.500000 Penalty: 4702.262207
	Iteration 48Q: 3 clusters Score -1565660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1565669.875000 Penalty: 4702.262207
	Iteration 49Q: 3 clusters Score -1565670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1565677.250000 Penalty: 4702.262207
	Iteration 50Q: 3 clusters Score -1565677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1565683.375000 Penalty: 4702.262207
	Iteration 51Q: 3 clusters Score -1565683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1565683.750000 Penalty: 4702.262207
	Iteration 52Q: 3 clusters Score -1565684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1565683.875000 Penalty: 4702.262207
	Iteration 53Q: 3 clusters Score -1565684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1565685.375000 Penalty: 4702.262207
	Iteration 54Q: 3 clusters Score -1565685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1565685.375000 Penalty: 4702.262207
	Iteration 55F: 3 clusters Score -1565685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170973 members 
Entering Unmasked Estep 
Score: -21049592.000000 Penalty: 2988.216797
	Iteration 0F: 2 clusters Score -2.104959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -20937174.000000 Penalty: 5976.433594
	Iteration 0F: 3 clusters Score -2.093717e+07 nChanged 82067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -20985778.000000 Penalty: 5976.433594
	Iteration 1F: 3 clusters Score -2.098578e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -20987460.000000 Penalty: 5976.433594
	Iteration 2Q: 3 clusters Score -2.098746e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -20989876.000000 Penalty: 5976.433594
	Iteration 3Q: 3 clusters Score -2.098988e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -20993328.000000 Penalty: 5976.433594
	Iteration 4Q: 3 clusters Score -2.099333e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -20998314.000000 Penalty: 5976.433594
	Iteration 5Q: 3 clusters Score -2.099831e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -21004860.000000 Penalty: 5976.433594
	Iteration 6F: 3 clusters Score -2.100486e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -21012152.000000 Penalty: 5976.433594
	Iteration 7F: 3 clusters Score -2.101215e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -21019230.000000 Penalty: 5976.433594
	Iteration 8F: 3 clusters Score -2.101923e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -21024036.000000 Penalty: 5976.433594
	Iteration 9Q: 3 clusters Score -2.102404e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -21026752.000000 Penalty: 5976.433594
	Iteration 10Q: 3 clusters Score -2.102675e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -21028416.000000 Penalty: 5976.433594
	Iteration 11Q: 3 clusters Score -2.102842e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -21029684.000000 Penalty: 5976.433594
	Iteration 12Q: 3 clusters Score -2.102968e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -21030780.000000 Penalty: 5976.433594
	Iteration 13Q: 3 clusters Score -2.103078e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -21031782.000000 Penalty: 5976.433594
	Iteration 14Q: 3 clusters Score -2.103178e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 129060 members 
Entering Unmasked Estep 
Score: -21032836.000000 Penalty: 5976.433594
	Iteration 15Q: 3 clusters Score -2.103284e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 130797 members 
Entering Unmasked Estep 
Score: -21033782.000000 Penalty: 5976.433594
	Iteration 16Q: 3 clusters Score -2.103378e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -21034630.000000 Penalty: 5976.433594
	Iteration 17Q: 3 clusters Score -2.103463e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -21035520.000000 Penalty: 5976.433594
	Iteration 18Q: 3 clusters Score -2.103552e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -21036450.000000 Penalty: 5976.433594
	Iteration 19Q: 3 clusters Score -2.103645e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 138131 members 
Entering Unmasked Estep 
Score: -21037336.000000 Penalty: 5976.433594
	Iteration 20F: 3 clusters Score -2.103734e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -21038302.000000 Penalty: 5976.433594
	Iteration 21Q: 3 clusters Score -2.10383e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 141985 members 
Entering Unmasked Estep 
Score: -21039184.000000 Penalty: 5976.433594
	Iteration 22Q: 3 clusters Score -2.103918e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 143945 members 
Entering Unmasked Estep 
Score: -21040088.000000 Penalty: 5976.433594
	Iteration 23Q: 3 clusters Score -2.104009e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 145905 members 
Entering Unmasked Estep 
Score: -21040816.000000 Penalty: 5976.433594
	Iteration 24Q: 3 clusters Score -2.104082e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -21041622.000000 Penalty: 5976.433594
	Iteration 25Q: 3 clusters Score -2.104162e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -21042358.000000 Penalty: 5976.433594
	Iteration 26Q: 3 clusters Score -2.104236e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -21042980.000000 Penalty: 5976.433594
	Iteration 27Q: 3 clusters Score -2.104298e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 153551 members 
Entering Unmasked Estep 
Score: -21043770.000000 Penalty: 5976.433594
	Iteration 28Q: 3 clusters Score -2.104377e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 155259 members 
Entering Unmasked Estep 
Score: -21044312.000000 Penalty: 5976.433594
	Iteration 29Q: 3 clusters Score -2.104431e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -21044878.000000 Penalty: 5976.433594
	Iteration 30Q: 3 clusters Score -2.104488e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 158377 members 
Entering Unmasked Estep 
Score: -21045372.000000 Penalty: 5976.433594
	Iteration 31Q: 3 clusters Score -2.104537e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -21045894.000000 Penalty: 5976.433594
	Iteration 32Q: 3 clusters Score -2.104589e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 160872 members 
Entering Unmasked Estep 
Score: -21046276.000000 Penalty: 5976.433594
	Iteration 33Q: 3 clusters Score -2.104628e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -21046664.000000 Penalty: 5976.433594
	Iteration 34Q: 3 clusters Score -2.104666e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -21046996.000000 Penalty: 5976.433594
	Iteration 35Q: 3 clusters Score -2.1047e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -21047152.000000 Penalty: 5976.433594
	Iteration 36Q: 3 clusters Score -2.104715e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 163976 members 
Entering Unmasked Estep 
Score: -21047306.000000 Penalty: 5976.433594
	Iteration 37Q: 3 clusters Score -2.104731e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 164437 members 
Entering Unmasked Estep 
Score: -21047470.000000 Penalty: 5976.433594
	Iteration 38Q: 3 clusters Score -2.104747e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -21047610.000000 Penalty: 5976.433594
	Iteration 39Q: 3 clusters Score -2.104761e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -21047762.000000 Penalty: 5976.433594
	Iteration 40F: 3 clusters Score -2.104776e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -21047878.000000 Penalty: 5976.433594
	Iteration 41Q: 3 clusters Score -2.104788e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 165745 members 
Entering Unmasked Estep 
Score: -21047948.000000 Penalty: 5976.433594
	Iteration 42Q: 3 clusters Score -2.104795e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 165952 members 
Entering Unmasked Estep 
Score: -21048036.000000 Penalty: 5976.433594
	Iteration 43Q: 3 clusters Score -2.104804e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 166132 members 
Entering Unmasked Estep 
Score: -21048060.000000 Penalty: 5976.433594
	Iteration 44Q: 3 clusters Score -2.104806e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 166289 members 
Entering Unmasked Estep 
Score: -21048058.000000 Penalty: 5976.433594
	Iteration 45Q: 3 clusters Score -2.104806e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -21048140.000000 Penalty: 5976.433594
	Iteration 46Q: 3 clusters Score -2.104814e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -21048160.000000 Penalty: 5976.433594
	Iteration 47Q: 3 clusters Score -2.104816e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -21048134.000000 Penalty: 5976.433594
	Iteration 48Q: 3 clusters Score -2.104813e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -21048110.000000 Penalty: 5976.433594
	Iteration 49Q: 3 clusters Score -2.104811e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -21048108.000000 Penalty: 5976.433594
	Iteration 50Q: 3 clusters Score -2.104811e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 166871 members 
Entering Unmasked Estep 
Score: -21048114.000000 Penalty: 5976.433594
	Iteration 51Q: 3 clusters Score -2.104811e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 166936 members 
Entering Unmasked Estep 
Score: -21048132.000000 Penalty: 5976.433594
	Iteration 52Q: 3 clusters Score -2.104813e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -21048154.000000 Penalty: 5976.433594
	Iteration 53Q: 3 clusters Score -2.104815e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 166995 members 
Entering Unmasked Estep 
Score: -21048164.000000 Penalty: 5976.433594
	Iteration 54Q: 3 clusters Score -2.104816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -21048168.000000 Penalty: 5976.433594
	Iteration 55Q: 3 clusters Score -2.104817e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 167019 members 
Entering Unmasked Estep 
Score: -21048170.000000 Penalty: 5976.433594
	Iteration 56Q: 3 clusters Score -2.104817e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -21048198.000000 Penalty: 5976.433594
	Iteration 57Q: 3 clusters Score -2.10482e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 167062 members 
Entering Unmasked Estep 
Score: -21048198.000000 Penalty: 5976.433594
	Iteration 58Q: 3 clusters Score -2.10482e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 167088 members 
Entering Unmasked Estep 
Score: -21048220.000000 Penalty: 5976.433594
	Iteration 59Q: 3 clusters Score -2.104822e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -21048196.000000 Penalty: 5976.433594
	Iteration 60F: 3 clusters Score -2.10482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -21048206.000000 Penalty: 5976.433594
	Iteration 61Q: 3 clusters Score -2.104821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 167138 members 
Entering Unmasked Estep 
Score: -21048200.000000 Penalty: 5976.433594
	Iteration 62Q: 3 clusters Score -2.10482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 167154 members 
Entering Unmasked Estep 
Score: -21048214.000000 Penalty: 5976.433594
	Iteration 63Q: 3 clusters Score -2.104821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -21048184.000000 Penalty: 5976.433594
	Iteration 64Q: 3 clusters Score -2.104818e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 167172 members 
Entering Unmasked Estep 
Score: -21048218.000000 Penalty: 5976.433594
	Iteration 65Q: 3 clusters Score -2.104822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -21048250.000000 Penalty: 5976.433594
	Iteration 66Q: 3 clusters Score -2.104825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 167188 members 
Entering Unmasked Estep 
Score: -21048248.000000 Penalty: 5976.433594
	Iteration 67Q: 3 clusters Score -2.104825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -21048252.000000 Penalty: 5976.433594
	Iteration 68Q: 3 clusters Score -2.104825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -21048254.000000 Penalty: 5976.433594
	Iteration 69Q: 3 clusters Score -2.104825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -21048260.000000 Penalty: 5976.433594
	Iteration 70Q: 3 clusters Score -2.104826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -21048250.000000 Penalty: 5976.433594
	Iteration 71Q: 3 clusters Score -2.104825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 167220 members 
Entering Unmasked Estep 
Score: -21048270.000000 Penalty: 5976.433594
	Iteration 72Q: 3 clusters Score -2.104827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 167231 members 
Entering Unmasked Estep 
Score: -21048254.000000 Penalty: 5976.433594
	Iteration 73Q: 3 clusters Score -2.104825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -21048250.000000 Penalty: 5976.433594
	Iteration 74Q: 3 clusters Score -2.104825e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -21048254.000000 Penalty: 5976.433594
	Iteration 75Q: 3 clusters Score -2.104825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 167259 members 
Entering Unmasked Estep 
Score: -21048254.000000 Penalty: 5976.433594
	Iteration 76Q: 3 clusters Score -2.104825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -21048262.000000 Penalty: 5976.433594
	Iteration 77Q: 3 clusters Score -2.104826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -21048280.000000 Penalty: 5976.433594
	Iteration 78Q: 3 clusters Score -2.104828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -21048282.000000 Penalty: 5976.433594
	Iteration 79Q: 3 clusters Score -2.104828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -21048282.000000 Penalty: 5976.433594
	Iteration 80F: 3 clusters Score -2.104828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 167290 members 
Entering Unmasked Estep 
Score: -21048286.000000 Penalty: 5976.433594
	Iteration 81Q: 3 clusters Score -2.104829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 167291 members 
Entering Unmasked Estep 
Score: -21048278.000000 Penalty: 5976.433594
	Iteration 82Q: 3 clusters Score -2.104828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -21048282.000000 Penalty: 5976.433594
	Iteration 83Q: 3 clusters Score -2.104828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 167295 members 
Entering Unmasked Estep 
Score: -21048274.000000 Penalty: 5976.433594
	Iteration 84Q: 3 clusters Score -2.104827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 167301 members 
Entering Unmasked Estep 
Score: -21048286.000000 Penalty: 5976.433594
	Iteration 85Q: 3 clusters Score -2.104829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 167304 members 
Entering Unmasked Estep 
Score: -21048294.000000 Penalty: 5976.433594
	Iteration 86Q: 3 clusters Score -2.104829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -21048286.000000 Penalty: 5976.433594
	Iteration 87Q: 3 clusters Score -2.104829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -21048288.000000 Penalty: 5976.433594
	Iteration 88Q: 3 clusters Score -2.104829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 167312 members 
Entering Unmasked Estep 
Score: -21048284.000000 Penalty: 5976.433594
	Iteration 89Q: 3 clusters Score -2.104828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 167311 members 
Entering Unmasked Estep 
Score: -21048290.000000 Penalty: 5976.433594
	Iteration 90Q: 3 clusters Score -2.104829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 167312 members 
Entering Unmasked Estep 
Score: -21048274.000000 Penalty: 5976.433594
	Iteration 91Q: 3 clusters Score -2.104827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -21048278.000000 Penalty: 5976.433594
	Iteration 92Q: 3 clusters Score -2.104828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -21048278.000000 Penalty: 5976.433594
	Iteration 93F: 3 clusters Score -2.104828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -698893.125000 Penalty: 2149.627441
	Iteration 0F: 2 clusters Score -698893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -693933.250000 Penalty: 4299.254883
	Iteration 0F: 3 clusters Score -693933.2 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -695224.937500 Penalty: 4299.254883
	Iteration 1F: 3 clusters Score -695224.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -695525.437500 Penalty: 4299.254883
	Iteration 2F: 3 clusters Score -695525.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -695726.250000 Penalty: 4299.254883
	Iteration 3F: 3 clusters Score -695726.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -695886.937500 Penalty: 4299.254883
	Iteration 4Q: 3 clusters Score -695886.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -696039.750000 Penalty: 4299.254883
	Iteration 5Q: 3 clusters Score -696039.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -696232.625000 Penalty: 4299.254883
	Iteration 6Q: 3 clusters Score -696232.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -696434.250000 Penalty: 4299.254883
	Iteration 7Q: 3 clusters Score -696434.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -696630.500000 Penalty: 4299.254883
	Iteration 8Q: 3 clusters Score -696630.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -696782.625000 Penalty: 4299.254883
	Iteration 9Q: 3 clusters Score -696782.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -696913.750000 Penalty: 4299.254883
	Iteration 10Q: 3 clusters Score -696913.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -697009.875000 Penalty: 4299.254883
	Iteration 11Q: 3 clusters Score -697009.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -697063.937500 Penalty: 4299.254883
	Iteration 12Q: 3 clusters Score -697063.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -697104.875000 Penalty: 4299.254883
	Iteration 13Q: 3 clusters Score -697104.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -697134.312500 Penalty: 4299.254883
	Iteration 14Q: 3 clusters Score -697134.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -697163.750000 Penalty: 4299.254883
	Iteration 15Q: 3 clusters Score -697163.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -697185.250000 Penalty: 4299.254883
	Iteration 16Q: 3 clusters Score -697185.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -697208.375000 Penalty: 4299.254883
	Iteration 17Q: 3 clusters Score -697208.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -697225.312500 Penalty: 4299.254883
	Iteration 18Q: 3 clusters Score -697225.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -697236.812500 Penalty: 4299.254883
	Iteration 19Q: 3 clusters Score -697236.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -697245.562500 Penalty: 4299.254883
	Iteration 20F: 3 clusters Score -697245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -697249.750000 Penalty: 4299.254883
	Iteration 21Q: 3 clusters Score -697249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -697252.000000 Penalty: 4299.254883
	Iteration 22Q: 3 clusters Score -697252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -697254.937500 Penalty: 4299.254883
	Iteration 23Q: 3 clusters Score -697254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -697254.937500 Penalty: 4299.254883
	Iteration 24Q: 3 clusters Score -697254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -697256.937500 Penalty: 4299.254883
	Iteration 25Q: 3 clusters Score -697256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -697256.937500 Penalty: 4299.254883
	Iteration 26Q: 3 clusters Score -697256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -697258.000000 Penalty: 4299.254883
	Iteration 27Q: 3 clusters Score -697258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -697260.562500 Penalty: 4299.254883
	Iteration 28Q: 3 clusters Score -697260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -697260.687500 Penalty: 4299.254883
	Iteration 29Q: 3 clusters Score -697260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -697262.937500 Penalty: 4299.254883
	Iteration 30Q: 3 clusters Score -697262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -697262.750000 Penalty: 4299.254883
	Iteration 31Q: 3 clusters Score -697262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -697264.000000 Penalty: 4299.254883
	Iteration 32Q: 3 clusters Score -697264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -697264.812500 Penalty: 4299.254883
	Iteration 33Q: 3 clusters Score -697264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -697264.625000 Penalty: 4299.254883
	Iteration 34Q: 3 clusters Score -697264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -697264.625000 Penalty: 4299.254883
	Iteration 35F: 3 clusters Score -697264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Entering Unmasked Estep 
Score: -6798378.000000 Penalty: 2708.138428
	Iteration 0F: 2 clusters Score -6798378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -6761343.000000 Penalty: 5416.276855
	Iteration 0F: 3 clusters Score -6761343 nChanged 25560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -6776048.500000 Penalty: 5416.276855
	Iteration 1F: 3 clusters Score -6776048 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6776974.500000 Penalty: 5416.276855
	Iteration 2Q: 3 clusters Score -6776974 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -6778119.500000 Penalty: 5416.276855
	Iteration 3Q: 3 clusters Score -6778120 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6779531.500000 Penalty: 5416.276855
	Iteration 4F: 3 clusters Score -6779532 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -6781225.500000 Penalty: 5416.276855
	Iteration 5F: 3 clusters Score -6781226 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -6783402.500000 Penalty: 5416.276855
	Iteration 6F: 3 clusters Score -6783402 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6785844.000000 Penalty: 5416.276855
	Iteration 7F: 3 clusters Score -6785844 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -6788169.000000 Penalty: 5416.276855
	Iteration 8F: 3 clusters Score -6788169 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -6789915.000000 Penalty: 5416.276855
	Iteration 9Q: 3 clusters Score -6789915 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -6790930.000000 Penalty: 5416.276855
	Iteration 10Q: 3 clusters Score -6790930 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -6791547.000000 Penalty: 5416.276855
	Iteration 11Q: 3 clusters Score -6791547 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -6791936.000000 Penalty: 5416.276855
	Iteration 12Q: 3 clusters Score -6791936 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -6792258.500000 Penalty: 5416.276855
	Iteration 13Q: 3 clusters Score -6792258 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -6792509.500000 Penalty: 5416.276855
	Iteration 14Q: 3 clusters Score -6792510 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -6792712.500000 Penalty: 5416.276855
	Iteration 15Q: 3 clusters Score -6792712 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -6792893.500000 Penalty: 5416.276855
	Iteration 16Q: 3 clusters Score -6792894 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -6793044.000000 Penalty: 5416.276855
	Iteration 17Q: 3 clusters Score -6793044 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -6793165.500000 Penalty: 5416.276855
	Iteration 18Q: 3 clusters Score -6793166 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -6793292.500000 Penalty: 5416.276855
	Iteration 19Q: 3 clusters Score -6793292 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -6793420.000000 Penalty: 5416.276855
	Iteration 20F: 3 clusters Score -6793420 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -6793516.500000 Penalty: 5416.276855
	Iteration 21Q: 3 clusters Score -6793516 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -6793596.000000 Penalty: 5416.276855
	Iteration 22Q: 3 clusters Score -6793596 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -6793690.500000 Penalty: 5416.276855
	Iteration 23Q: 3 clusters Score -6793690 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6793809.500000 Penalty: 5416.276855
	Iteration 24Q: 3 clusters Score -6793810 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -6793934.500000 Penalty: 5416.276855
	Iteration 25Q: 3 clusters Score -6793934 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -6794050.500000 Penalty: 5416.276855
	Iteration 26Q: 3 clusters Score -6794050 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -6794137.500000 Penalty: 5416.276855
	Iteration 27Q: 3 clusters Score -6794138 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6794200.000000 Penalty: 5416.276855
	Iteration 28Q: 3 clusters Score -6794200 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -6794286.500000 Penalty: 5416.276855
	Iteration 29Q: 3 clusters Score -6794286 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -6794388.000000 Penalty: 5416.276855
	Iteration 30Q: 3 clusters Score -6794388 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6794482.500000 Penalty: 5416.276855
	Iteration 31Q: 3 clusters Score -6794482 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6794588.000000 Penalty: 5416.276855
	Iteration 32Q: 3 clusters Score -6794588 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -6794671.000000 Penalty: 5416.276855
	Iteration 33Q: 3 clusters Score -6794671 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -6794730.000000 Penalty: 5416.276855
	Iteration 34Q: 3 clusters Score -6794730 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -6794801.500000 Penalty: 5416.276855
	Iteration 35Q: 3 clusters Score -6794802 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -6794875.000000 Penalty: 5416.276855
	Iteration 36Q: 3 clusters Score -6794875 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -6794933.000000 Penalty: 5416.276855
	Iteration 37Q: 3 clusters Score -6794933 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6794952.500000 Penalty: 5416.276855
	Iteration 38Q: 3 clusters Score -6794952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6795001.000000 Penalty: 5416.276855
	Iteration 39Q: 3 clusters Score -6795001 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6795063.000000 Penalty: 5416.276855
	Iteration 40F: 3 clusters Score -6795063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6795121.000000 Penalty: 5416.276855
	Iteration 41Q: 3 clusters Score -6795121 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -6795176.000000 Penalty: 5416.276855
	Iteration 42Q: 3 clusters Score -6795176 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6795264.500000 Penalty: 5416.276855
	Iteration 43Q: 3 clusters Score -6795264 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6795335.500000 Penalty: 5416.276855
	Iteration 44Q: 3 clusters Score -6795336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6795412.000000 Penalty: 5416.276855
	Iteration 45Q: 3 clusters Score -6795412 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6795499.000000 Penalty: 5416.276855
	Iteration 46Q: 3 clusters Score -6795499 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6795562.500000 Penalty: 5416.276855
	Iteration 47Q: 3 clusters Score -6795562 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6795606.500000 Penalty: 5416.276855
	Iteration 48Q: 3 clusters Score -6795606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6795656.500000 Penalty: 5416.276855
	Iteration 49Q: 3 clusters Score -6795656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6795678.000000 Penalty: 5416.276855
	Iteration 50Q: 3 clusters Score -6795678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6795712.000000 Penalty: 5416.276855
	Iteration 51Q: 3 clusters Score -6795712 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6795742.000000 Penalty: 5416.276855
	Iteration 52Q: 3 clusters Score -6795742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6795772.500000 Penalty: 5416.276855
	Iteration 53Q: 3 clusters Score -6795772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6795805.500000 Penalty: 5416.276855
	Iteration 54Q: 3 clusters Score -6795806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6795823.500000 Penalty: 5416.276855
	Iteration 55Q: 3 clusters Score -6795824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6795825.000000 Penalty: 5416.276855
	Iteration 56Q: 3 clusters Score -6795825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6795857.500000 Penalty: 5416.276855
	Iteration 57Q: 3 clusters Score -6795858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6795865.500000 Penalty: 5416.276855
	Iteration 58Q: 3 clusters Score -6795866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6795878.000000 Penalty: 5416.276855
	Iteration 59Q: 3 clusters Score -6795878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6795883.500000 Penalty: 5416.276855
	Iteration 60F: 3 clusters Score -6795884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6795902.000000 Penalty: 5416.276855
	Iteration 61Q: 3 clusters Score -6795902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6795905.000000 Penalty: 5416.276855
	Iteration 62Q: 3 clusters Score -6795905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6795917.000000 Penalty: 5416.276855
	Iteration 63Q: 3 clusters Score -6795917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6795916.500000 Penalty: 5416.276855
	Iteration 64Q: 3 clusters Score -6795916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6795930.000000 Penalty: 5416.276855
	Iteration 65Q: 3 clusters Score -6795930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6795926.000000 Penalty: 5416.276855
	Iteration 66Q: 3 clusters Score -6795926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6795927.000000 Penalty: 5416.276855
	Iteration 67Q: 3 clusters Score -6795927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6795926.000000 Penalty: 5416.276855
	Iteration 68Q: 3 clusters Score -6795926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6795927.000000 Penalty: 5416.276855
	Iteration 69Q: 3 clusters Score -6795927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6795935.500000 Penalty: 5416.276855
	Iteration 70Q: 3 clusters Score -6795936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6795931.500000 Penalty: 5416.276855
	Iteration 71Q: 3 clusters Score -6795932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6795937.500000 Penalty: 5416.276855
	Iteration 72Q: 3 clusters Score -6795938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6795946.000000 Penalty: 5416.276855
	Iteration 73Q: 3 clusters Score -6795946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6795949.500000 Penalty: 5416.276855
	Iteration 74Q: 3 clusters Score -6795950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6795951.500000 Penalty: 5416.276855
	Iteration 75Q: 3 clusters Score -6795952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6795949.000000 Penalty: 5416.276855
	Iteration 76Q: 3 clusters Score -6795949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6795959.000000 Penalty: 5416.276855
	Iteration 77Q: 3 clusters Score -6795959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6795966.500000 Penalty: 5416.276855
	Iteration 78Q: 3 clusters Score -6795966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6795969.500000 Penalty: 5416.276855
	Iteration 79Q: 3 clusters Score -6795970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6795961.500000 Penalty: 5416.276855
	Iteration 80F: 3 clusters Score -6795962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6795972.000000 Penalty: 5416.276855
	Iteration 81Q: 3 clusters Score -6795972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6795983.000000 Penalty: 5416.276855
	Iteration 82Q: 3 clusters Score -6795983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6795975.500000 Penalty: 5416.276855
	Iteration 83Q: 3 clusters Score -6795976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6795979.000000 Penalty: 5416.276855
	Iteration 84Q: 3 clusters Score -6795979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6795978.500000 Penalty: 5416.276855
	Iteration 85Q: 3 clusters Score -6795978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6795982.000000 Penalty: 5416.276855
	Iteration 86Q: 3 clusters Score -6795982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6795994.500000 Penalty: 5416.276855
	Iteration 87Q: 3 clusters Score -6795994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6795999.000000 Penalty: 5416.276855
	Iteration 88Q: 3 clusters Score -6795999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6795994.500000 Penalty: 5416.276855
	Iteration 89Q: 3 clusters Score -6795994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6795994.500000 Penalty: 5416.276855
	Iteration 90Q: 3 clusters Score -6795994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6795996.500000 Penalty: 5416.276855
	Iteration 91Q: 3 clusters Score -6795996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6796003.500000 Penalty: 5416.276855
	Iteration 92Q: 3 clusters Score -6796004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6796002.500000 Penalty: 5416.276855
	Iteration 93Q: 3 clusters Score -6796002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6796000.000000 Penalty: 5416.276855
	Iteration 94Q: 3 clusters Score -6796000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6795999.000000 Penalty: 5416.276855
	Iteration 95Q: 3 clusters Score -6795999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6796001.000000 Penalty: 5416.276855
	Iteration 96Q: 3 clusters Score -6796001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6796004.500000 Penalty: 5416.276855
	Iteration 97Q: 3 clusters Score -6796004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6796014.000000 Penalty: 5416.276855
	Iteration 98Q: 3 clusters Score -6796014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6796014.000000 Penalty: 5416.276855
	Iteration 99F: 3 clusters Score -6796014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Entering Unmasked Estep 
Score: -1277649.500000 Penalty: 2303.915771
	Iteration 0F: 2 clusters Score -1277650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1269440.375000 Penalty: 4607.831543
	Iteration 0F: 3 clusters Score -1269440 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1271972.125000 Penalty: 4607.831543
	Iteration 1F: 3 clusters Score -1271972 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1272318.625000 Penalty: 4607.831543
	Iteration 2F: 3 clusters Score -1272319 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1272600.375000 Penalty: 4607.831543
	Iteration 3F: 3 clusters Score -1272600 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1272821.375000 Penalty: 4607.831543
	Iteration 4Q: 3 clusters Score -1272821 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1273020.375000 Penalty: 4607.831543
	Iteration 5Q: 3 clusters Score -1273020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1273212.750000 Penalty: 4607.831543
	Iteration 6Q: 3 clusters Score -1273213 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1273419.000000 Penalty: 4607.831543
	Iteration 7Q: 3 clusters Score -1273419 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1273591.375000 Penalty: 4607.831543
	Iteration 8Q: 3 clusters Score -1273591 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1273737.875000 Penalty: 4607.831543
	Iteration 9Q: 3 clusters Score -1273738 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1273887.000000 Penalty: 4607.831543
	Iteration 10Q: 3 clusters Score -1273887 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1274031.500000 Penalty: 4607.831543
	Iteration 11Q: 3 clusters Score -1274032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1274208.750000 Penalty: 4607.831543
	Iteration 12Q: 3 clusters Score -1274209 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1274392.250000 Penalty: 4607.831543
	Iteration 13Q: 3 clusters Score -1274392 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1274624.625000 Penalty: 4607.831543
	Iteration 14Q: 3 clusters Score -1274625 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1274927.125000 Penalty: 4607.831543
	Iteration 15Q: 3 clusters Score -1274927 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1275217.000000 Penalty: 4607.831543
	Iteration 16Q: 3 clusters Score -1275217 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1275460.250000 Penalty: 4607.831543
	Iteration 17Q: 3 clusters Score -1275460 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1275643.500000 Penalty: 4607.831543
	Iteration 18Q: 3 clusters Score -1275644 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1275800.750000 Penalty: 4607.831543
	Iteration 19Q: 3 clusters Score -1275801 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1275960.500000 Penalty: 4607.831543
	Iteration 20F: 3 clusters Score -1275960 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1276078.000000 Penalty: 4607.831543
	Iteration 21Q: 3 clusters Score -1276078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1276209.875000 Penalty: 4607.831543
	Iteration 22Q: 3 clusters Score -1276210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1276349.750000 Penalty: 4607.831543
	Iteration 23Q: 3 clusters Score -1276350 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1276498.375000 Penalty: 4607.831543
	Iteration 24Q: 3 clusters Score -1276498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1276625.000000 Penalty: 4607.831543
	Iteration 25Q: 3 clusters Score -1276625 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1276728.125000 Penalty: 4607.831543
	Iteration 26Q: 3 clusters Score -1276728 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1276831.625000 Penalty: 4607.831543
	Iteration 27Q: 3 clusters Score -1276832 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1276946.250000 Penalty: 4607.831543
	Iteration 28Q: 3 clusters Score -1276946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1277036.125000 Penalty: 4607.831543
	Iteration 29Q: 3 clusters Score -1277036 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1277087.750000 Penalty: 4607.831543
	Iteration 30Q: 3 clusters Score -1277088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1277112.375000 Penalty: 4607.831543
	Iteration 31Q: 3 clusters Score -1277112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1277133.875000 Penalty: 4607.831543
	Iteration 32Q: 3 clusters Score -1277134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1277159.000000 Penalty: 4607.831543
	Iteration 33Q: 3 clusters Score -1277159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1277168.500000 Penalty: 4607.831543
	Iteration 34Q: 3 clusters Score -1277168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1277182.375000 Penalty: 4607.831543
	Iteration 35Q: 3 clusters Score -1277182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1277193.125000 Penalty: 4607.831543
	Iteration 36Q: 3 clusters Score -1277193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1277198.125000 Penalty: 4607.831543
	Iteration 37Q: 3 clusters Score -1277198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1277201.000000 Penalty: 4607.831543
	Iteration 38Q: 3 clusters Score -1277201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1277207.750000 Penalty: 4607.831543
	Iteration 39Q: 3 clusters Score -1277208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1277222.875000 Penalty: 4607.831543
	Iteration 40F: 3 clusters Score -1277223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1277227.500000 Penalty: 4607.831543
	Iteration 41Q: 3 clusters Score -1277228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1277232.375000 Penalty: 4607.831543
	Iteration 42Q: 3 clusters Score -1277232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1277232.750000 Penalty: 4607.831543
	Iteration 43Q: 3 clusters Score -1277233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1277237.875000 Penalty: 4607.831543
	Iteration 44Q: 3 clusters Score -1277238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1277237.500000 Penalty: 4607.831543
	Iteration 45Q: 3 clusters Score -1277238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1277238.250000 Penalty: 4607.831543
	Iteration 46Q: 3 clusters Score -1277238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1277238.125000 Penalty: 4607.831543
	Iteration 47Q: 3 clusters Score -1277238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1277237.625000 Penalty: 4607.831543
	Iteration 48Q: 3 clusters Score -1277238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1277237.625000 Penalty: 4607.831543
	Iteration 49F: 3 clusters Score -1277238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -561110.187500 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -561110.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -556656.125000 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -556656.1 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -557684.562500 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -557684.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -557927.375000 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -557927.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -558071.375000 Penalty: 4211.970215
	Iteration 3Q: 3 clusters Score -558071.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -558197.937500 Penalty: 4211.970215
	Iteration 4Q: 3 clusters Score -558197.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -558314.125000 Penalty: 4211.970215
	Iteration 5Q: 3 clusters Score -558314.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -558422.250000 Penalty: 4211.970215
	Iteration 6Q: 3 clusters Score -558422.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -558566.125000 Penalty: 4211.970215
	Iteration 7Q: 3 clusters Score -558566.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -558748.125000 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -558748.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -558947.687500 Penalty: 4211.970215
	Iteration 9Q: 3 clusters Score -558947.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -559140.437500 Penalty: 4211.970215
	Iteration 10Q: 3 clusters Score -559140.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -559310.437500 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -559310.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -559448.312500 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -559448.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -559535.062500 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -559535.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -559591.687500 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -559591.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -559657.125000 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -559657.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -559710.625000 Penalty: 4211.970215
	Iteration 16Q: 3 clusters Score -559710.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -559754.562500 Penalty: 4211.970215
	Iteration 17Q: 3 clusters Score -559754.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -559779.250000 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -559779.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -559796.000000 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -559796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -559810.250000 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -559810.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -559824.500000 Penalty: 4211.970215
	Iteration 21Q: 3 clusters Score -559824.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -559839.312500 Penalty: 4211.970215
	Iteration 22Q: 3 clusters Score -559839.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -559852.625000 Penalty: 4211.970215
	Iteration 23Q: 3 clusters Score -559852.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -559867.875000 Penalty: 4211.970215
	Iteration 24Q: 3 clusters Score -559867.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -559883.562500 Penalty: 4211.970215
	Iteration 25Q: 3 clusters Score -559883.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -559897.000000 Penalty: 4211.970215
	Iteration 26Q: 3 clusters Score -559897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -559906.937500 Penalty: 4211.970215
	Iteration 27Q: 3 clusters Score -559906.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -559915.812500 Penalty: 4211.970215
	Iteration 28Q: 3 clusters Score -559915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -559922.875000 Penalty: 4211.970215
	Iteration 29Q: 3 clusters Score -559922.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -559929.312500 Penalty: 4211.970215
	Iteration 30Q: 3 clusters Score -559929.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -559933.937500 Penalty: 4211.970215
	Iteration 31Q: 3 clusters Score -559933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -559934.937500 Penalty: 4211.970215
	Iteration 32Q: 3 clusters Score -559934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -559936.250000 Penalty: 4211.970215
	Iteration 33Q: 3 clusters Score -559936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -559938.812500 Penalty: 4211.970215
	Iteration 34Q: 3 clusters Score -559938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -559940.000000 Penalty: 4211.970215
	Iteration 35Q: 3 clusters Score -559940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -559941.125000 Penalty: 4211.970215
	Iteration 36Q: 3 clusters Score -559941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -559941.125000 Penalty: 4211.970215
	Iteration 37F: 3 clusters Score -559941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Entering Unmasked Estep 
Score: -21807232.000000 Penalty: 2995.142578
	Iteration 0F: 2 clusters Score -2.180723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -21692082.000000 Penalty: 5990.285156
	Iteration 0F: 3 clusters Score -2.169208e+07 nChanged 84256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -21741302.000000 Penalty: 5990.285156
	Iteration 1F: 3 clusters Score -2.17413e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -21743052.000000 Penalty: 5990.285156
	Iteration 2Q: 3 clusters Score -2.174305e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -21746006.000000 Penalty: 5990.285156
	Iteration 3Q: 3 clusters Score -2.174601e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -21750702.000000 Penalty: 5990.285156
	Iteration 4F: 3 clusters Score -2.17507e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -21757792.000000 Penalty: 5990.285156
	Iteration 5F: 3 clusters Score -2.175779e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 113993 members 
Entering Unmasked Estep 
Score: -21767240.000000 Penalty: 5990.285156
	Iteration 6F: 3 clusters Score -2.176724e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -21777632.000000 Penalty: 5990.285156
	Iteration 7F: 3 clusters Score -2.177763e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -21787036.000000 Penalty: 5990.285156
	Iteration 8F: 3 clusters Score -2.178704e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -21793084.000000 Penalty: 5990.285156
	Iteration 9Q: 3 clusters Score -2.179308e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -21796156.000000 Penalty: 5990.285156
	Iteration 10Q: 3 clusters Score -2.179616e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 137796 members 
Entering Unmasked Estep 
Score: -21797616.000000 Penalty: 5990.285156
	Iteration 11Q: 3 clusters Score -2.179762e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 139717 members 
Entering Unmasked Estep 
Score: -21798758.000000 Penalty: 5990.285156
	Iteration 12Q: 3 clusters Score -2.179876e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 141439 members 
Entering Unmasked Estep 
Score: -21799610.000000 Penalty: 5990.285156
	Iteration 13Q: 3 clusters Score -2.179961e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -21800124.000000 Penalty: 5990.285156
	Iteration 14Q: 3 clusters Score -2.180012e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -21800794.000000 Penalty: 5990.285156
	Iteration 15Q: 3 clusters Score -2.180079e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 145856 members 
Entering Unmasked Estep 
Score: -21801236.000000 Penalty: 5990.285156
	Iteration 16Q: 3 clusters Score -2.180124e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -21801598.000000 Penalty: 5990.285156
	Iteration 17Q: 3 clusters Score -2.18016e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 148513 members 
Entering Unmasked Estep 
Score: -21802050.000000 Penalty: 5990.285156
	Iteration 18Q: 3 clusters Score -2.180205e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 149816 members 
Entering Unmasked Estep 
Score: -21802408.000000 Penalty: 5990.285156
	Iteration 19Q: 3 clusters Score -2.180241e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -21802666.000000 Penalty: 5990.285156
	Iteration 20F: 3 clusters Score -2.180267e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -21802906.000000 Penalty: 5990.285156
	Iteration 21Q: 3 clusters Score -2.180291e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -21803134.000000 Penalty: 5990.285156
	Iteration 22Q: 3 clusters Score -2.180313e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -21803414.000000 Penalty: 5990.285156
	Iteration 23Q: 3 clusters Score -2.180341e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -21803514.000000 Penalty: 5990.285156
	Iteration 24Q: 3 clusters Score -2.180351e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -21803662.000000 Penalty: 5990.285156
	Iteration 25Q: 3 clusters Score -2.180366e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 157900 members 
Entering Unmasked Estep 
Score: -21803856.000000 Penalty: 5990.285156
	Iteration 26Q: 3 clusters Score -2.180386e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 158826 members 
Entering Unmasked Estep 
Score: -21804044.000000 Penalty: 5990.285156
	Iteration 27Q: 3 clusters Score -2.180404e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 159723 members 
Entering Unmasked Estep 
Score: -21804206.000000 Penalty: 5990.285156
	Iteration 28Q: 3 clusters Score -2.180421e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -21804488.000000 Penalty: 5990.285156
	Iteration 29Q: 3 clusters Score -2.180449e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -21804604.000000 Penalty: 5990.285156
	Iteration 30Q: 3 clusters Score -2.18046e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 162419 members 
Entering Unmasked Estep 
Score: -21804764.000000 Penalty: 5990.285156
	Iteration 31Q: 3 clusters Score -2.180476e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -21804790.000000 Penalty: 5990.285156
	Iteration 32Q: 3 clusters Score -2.180479e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 163855 members 
Entering Unmasked Estep 
Score: -21804878.000000 Penalty: 5990.285156
	Iteration 33Q: 3 clusters Score -2.180488e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -21804944.000000 Penalty: 5990.285156
	Iteration 34Q: 3 clusters Score -2.180494e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 165121 members 
Entering Unmasked Estep 
Score: -21805066.000000 Penalty: 5990.285156
	Iteration 35Q: 3 clusters Score -2.180507e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 165739 members 
Entering Unmasked Estep 
Score: -21805226.000000 Penalty: 5990.285156
	Iteration 36Q: 3 clusters Score -2.180523e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 166355 members 
Entering Unmasked Estep 
Score: -21805324.000000 Penalty: 5990.285156
	Iteration 37Q: 3 clusters Score -2.180532e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 166911 members 
Entering Unmasked Estep 
Score: -21805308.000000 Penalty: 5990.285156
	Iteration 38Q: 3 clusters Score -2.180531e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 167406 members 
Entering Unmasked Estep 
Score: -21805408.000000 Penalty: 5990.285156
	Iteration 39Q: 3 clusters Score -2.180541e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 167872 members 
Entering Unmasked Estep 
Score: -21805412.000000 Penalty: 5990.285156
	Iteration 40F: 3 clusters Score -2.180541e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 168270 members 
Entering Unmasked Estep 
Score: -21805512.000000 Penalty: 5990.285156
	Iteration 41Q: 3 clusters Score -2.180551e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 168620 members 
Entering Unmasked Estep 
Score: -21805538.000000 Penalty: 5990.285156
	Iteration 42Q: 3 clusters Score -2.180554e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 168963 members 
Entering Unmasked Estep 
Score: -21805568.000000 Penalty: 5990.285156
	Iteration 43Q: 3 clusters Score -2.180557e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -21805612.000000 Penalty: 5990.285156
	Iteration 44Q: 3 clusters Score -2.180561e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -21805624.000000 Penalty: 5990.285156
	Iteration 45Q: 3 clusters Score -2.180562e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 169799 members 
Entering Unmasked Estep 
Score: -21805614.000000 Penalty: 5990.285156
	Iteration 46Q: 3 clusters Score -2.180561e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -21805626.000000 Penalty: 5990.285156
	Iteration 47Q: 3 clusters Score -2.180563e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -21805628.000000 Penalty: 5990.285156
	Iteration 48Q: 3 clusters Score -2.180563e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 170421 members 
Entering Unmasked Estep 
Score: -21805634.000000 Penalty: 5990.285156
	Iteration 49Q: 3 clusters Score -2.180563e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 170611 members 
Entering Unmasked Estep 
Score: -21805592.000000 Penalty: 5990.285156
	Iteration 50Q: 3 clusters Score -2.180559e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -21805612.000000 Penalty: 5990.285156
	Iteration 51Q: 3 clusters Score -2.180561e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -21805642.000000 Penalty: 5990.285156
	Iteration 52Q: 3 clusters Score -2.180564e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 171071 members 
Entering Unmasked Estep 
Score: -21805656.000000 Penalty: 5990.285156
	Iteration 53Q: 3 clusters Score -2.180566e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -21805698.000000 Penalty: 5990.285156
	Iteration 54Q: 3 clusters Score -2.18057e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 171345 members 
Entering Unmasked Estep 
Score: -21805678.000000 Penalty: 5990.285156
	Iteration 55Q: 3 clusters Score -2.180568e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -21805672.000000 Penalty: 5990.285156
	Iteration 56Q: 3 clusters Score -2.180567e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -21805714.000000 Penalty: 5990.285156
	Iteration 57Q: 3 clusters Score -2.180571e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -21805716.000000 Penalty: 5990.285156
	Iteration 58Q: 3 clusters Score -2.180572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -21805718.000000 Penalty: 5990.285156
	Iteration 59Q: 3 clusters Score -2.180572e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 171782 members 
Entering Unmasked Estep 
Score: -21805742.000000 Penalty: 5990.285156
	Iteration 60F: 3 clusters Score -2.180574e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 171834 members 
Entering Unmasked Estep 
Score: -21805770.000000 Penalty: 5990.285156
	Iteration 61Q: 3 clusters Score -2.180577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -21805778.000000 Penalty: 5990.285156
	Iteration 62Q: 3 clusters Score -2.180578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -21805786.000000 Penalty: 5990.285156
	Iteration 63Q: 3 clusters Score -2.180579e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -21805778.000000 Penalty: 5990.285156
	Iteration 64Q: 3 clusters Score -2.180578e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 171995 members 
Entering Unmasked Estep 
Score: -21805778.000000 Penalty: 5990.285156
	Iteration 65Q: 3 clusters Score -2.180578e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -21805764.000000 Penalty: 5990.285156
	Iteration 66Q: 3 clusters Score -2.180576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 172069 members 
Entering Unmasked Estep 
Score: -21805742.000000 Penalty: 5990.285156
	Iteration 67Q: 3 clusters Score -2.180574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 172112 members 
Entering Unmasked Estep 
Score: -21805744.000000 Penalty: 5990.285156
	Iteration 68Q: 3 clusters Score -2.180574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 172146 members 
Entering Unmasked Estep 
Score: -21805746.000000 Penalty: 5990.285156
	Iteration 69Q: 3 clusters Score -2.180575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 172165 members 
Entering Unmasked Estep 
Score: -21805736.000000 Penalty: 5990.285156
	Iteration 70Q: 3 clusters Score -2.180574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 172181 members 
Entering Unmasked Estep 
Score: -21805734.000000 Penalty: 5990.285156
	Iteration 71Q: 3 clusters Score -2.180573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -21805706.000000 Penalty: 5990.285156
	Iteration 72Q: 3 clusters Score -2.180571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 172222 members 
Entering Unmasked Estep 
Score: -21805706.000000 Penalty: 5990.285156
	Iteration 73Q: 3 clusters Score -2.180571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 172244 members 
Entering Unmasked Estep 
Score: -21805700.000000 Penalty: 5990.285156
	Iteration 74Q: 3 clusters Score -2.18057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 172262 members 
Entering Unmasked Estep 
Score: -21805708.000000 Penalty: 5990.285156
	Iteration 75Q: 3 clusters Score -2.180571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 172279 members 
Entering Unmasked Estep 
Score: -21805688.000000 Penalty: 5990.285156
	Iteration 76Q: 3 clusters Score -2.180569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -21805676.000000 Penalty: 5990.285156
	Iteration 77Q: 3 clusters Score -2.180568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -21805676.000000 Penalty: 5990.285156
	Iteration 78Q: 3 clusters Score -2.180568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -21805674.000000 Penalty: 5990.285156
	Iteration 79Q: 3 clusters Score -2.180567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -21805672.000000 Penalty: 5990.285156
	Iteration 80F: 3 clusters Score -2.180567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 172338 members 
Entering Unmasked Estep 
Score: -21805660.000000 Penalty: 5990.285156
	Iteration 81Q: 3 clusters Score -2.180566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 172345 members 
Entering Unmasked Estep 
Score: -21805686.000000 Penalty: 5990.285156
	Iteration 82Q: 3 clusters Score -2.180569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 172357 members 
Entering Unmasked Estep 
Score: -21805670.000000 Penalty: 5990.285156
	Iteration 83Q: 3 clusters Score -2.180567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 172371 members 
Entering Unmasked Estep 
Score: -21805650.000000 Penalty: 5990.285156
	Iteration 84Q: 3 clusters Score -2.180565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -21805650.000000 Penalty: 5990.285156
	Iteration 85Q: 3 clusters Score -2.180565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 172401 members 
Entering Unmasked Estep 
Score: -21805648.000000 Penalty: 5990.285156
	Iteration 86Q: 3 clusters Score -2.180565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 172417 members 
Entering Unmasked Estep 
Score: -21805656.000000 Penalty: 5990.285156
	Iteration 87Q: 3 clusters Score -2.180566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -21805686.000000 Penalty: 5990.285156
	Iteration 88Q: 3 clusters Score -2.180569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -21805682.000000 Penalty: 5990.285156
	Iteration 89Q: 3 clusters Score -2.180568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -21805686.000000 Penalty: 5990.285156
	Iteration 90Q: 3 clusters Score -2.180569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -21805710.000000 Penalty: 5990.285156
	Iteration 91Q: 3 clusters Score -2.180571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -21805684.000000 Penalty: 5990.285156
	Iteration 92Q: 3 clusters Score -2.180568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -21805698.000000 Penalty: 5990.285156
	Iteration 93Q: 3 clusters Score -2.18057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 172523 members 
Entering Unmasked Estep 
Score: -21805690.000000 Penalty: 5990.285156
	Iteration 94Q: 3 clusters Score -2.180569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 172539 members 
Entering Unmasked Estep 
Score: -21805704.000000 Penalty: 5990.285156
	Iteration 95Q: 3 clusters Score -2.18057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 172550 members 
Entering Unmasked Estep 
Score: -21805700.000000 Penalty: 5990.285156
	Iteration 96Q: 3 clusters Score -2.18057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 172564 members 
Entering Unmasked Estep 
Score: -21805716.000000 Penalty: 5990.285156
	Iteration 97Q: 3 clusters Score -2.180572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 172572 members 
Entering Unmasked Estep 
Score: -21805694.000000 Penalty: 5990.285156
	Iteration 98Q: 3 clusters Score -2.180569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 172581 members 
Entering Unmasked Estep 
Score: -21805692.000000 Penalty: 5990.285156
	Iteration 99Q: 3 clusters Score -2.180569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 172590 members 
Entering Unmasked Estep 
Score: -21805692.000000 Penalty: 5990.285156
	Iteration 100F: 3 clusters Score -2.180569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 172599 members 
Entering Unmasked Estep 
Score: -21805696.000000 Penalty: 5990.285156
	Iteration 101Q: 3 clusters Score -2.18057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -21805694.000000 Penalty: 5990.285156
	Iteration 102Q: 3 clusters Score -2.180569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -21805694.000000 Penalty: 5990.285156
	Iteration 103Q: 3 clusters Score -2.180569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -21805678.000000 Penalty: 5990.285156
	Iteration 104Q: 3 clusters Score -2.180568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 172622 members 
Entering Unmasked Estep 
Score: -21805694.000000 Penalty: 5990.285156
	Iteration 105Q: 3 clusters Score -2.180569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 172625 members 
Entering Unmasked Estep 
Score: -21805698.000000 Penalty: 5990.285156
	Iteration 106Q: 3 clusters Score -2.18057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 172627 members 
Entering Unmasked Estep 
Score: -21805680.000000 Penalty: 5990.285156
	Iteration 107Q: 3 clusters Score -2.180568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -21805682.000000 Penalty: 5990.285156
	Iteration 108Q: 3 clusters Score -2.180568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 172636 members 
Entering Unmasked Estep 
Score: -21805696.000000 Penalty: 5990.285156
	Iteration 109Q: 3 clusters Score -2.18057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -21805694.000000 Penalty: 5990.285156
	Iteration 110Q: 3 clusters Score -2.180569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -21805694.000000 Penalty: 5990.285156
	Iteration 111F: 3 clusters Score -2.180569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Entering Unmasked Estep 
Score: -1760814.875000 Penalty: 2372.190430
	Iteration 0F: 2 clusters Score -1760815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1750440.375000 Penalty: 4744.380859
	Iteration 0F: 3 clusters Score -1750440 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1753644.875000 Penalty: 4744.380859
	Iteration 1F: 3 clusters Score -1753645 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1753968.125000 Penalty: 4744.380859
	Iteration 2F: 3 clusters Score -1753968 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1754185.125000 Penalty: 4744.380859
	Iteration 3Q: 3 clusters Score -1754185 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1754343.625000 Penalty: 4744.380859
	Iteration 4Q: 3 clusters Score -1754344 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1754472.375000 Penalty: 4744.380859
	Iteration 5Q: 3 clusters Score -1754472 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1754577.750000 Penalty: 4744.380859
	Iteration 6Q: 3 clusters Score -1754578 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1754671.500000 Penalty: 4744.380859
	Iteration 7Q: 3 clusters Score -1754672 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1754752.500000 Penalty: 4744.380859
	Iteration 8Q: 3 clusters Score -1754752 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1754810.875000 Penalty: 4744.380859
	Iteration 9Q: 3 clusters Score -1754811 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1754867.750000 Penalty: 4744.380859
	Iteration 10Q: 3 clusters Score -1754868 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1754909.125000 Penalty: 4744.380859
	Iteration 11Q: 3 clusters Score -1754909 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1754952.125000 Penalty: 4744.380859
	Iteration 12Q: 3 clusters Score -1754952 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1755003.875000 Penalty: 4744.380859
	Iteration 13Q: 3 clusters Score -1755004 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1755075.000000 Penalty: 4744.380859
	Iteration 14Q: 3 clusters Score -1755075 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1755158.125000 Penalty: 4744.380859
	Iteration 15Q: 3 clusters Score -1755158 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1755256.875000 Penalty: 4744.380859
	Iteration 16Q: 3 clusters Score -1755257 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1755401.375000 Penalty: 4744.380859
	Iteration 17Q: 3 clusters Score -1755401 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1755594.500000 Penalty: 4744.380859
	Iteration 18Q: 3 clusters Score -1755594 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1755865.375000 Penalty: 4744.380859
	Iteration 19Q: 3 clusters Score -1755865 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1756211.625000 Penalty: 4744.380859
	Iteration 20F: 3 clusters Score -1756212 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1756605.375000 Penalty: 4744.380859
	Iteration 21Q: 3 clusters Score -1756605 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1757010.250000 Penalty: 4744.380859
	Iteration 22Q: 3 clusters Score -1757010 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1757400.000000 Penalty: 4744.380859
	Iteration 23Q: 3 clusters Score -1757400 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1757745.750000 Penalty: 4744.380859
	Iteration 24Q: 3 clusters Score -1757746 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1758002.875000 Penalty: 4744.380859
	Iteration 25Q: 3 clusters Score -1758003 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1758208.625000 Penalty: 4744.380859
	Iteration 26Q: 3 clusters Score -1758209 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1758361.750000 Penalty: 4744.380859
	Iteration 27Q: 3 clusters Score -1758362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1758462.125000 Penalty: 4744.380859
	Iteration 28Q: 3 clusters Score -1758462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1758528.500000 Penalty: 4744.380859
	Iteration 29Q: 3 clusters Score -1758528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1758582.000000 Penalty: 4744.380859
	Iteration 30Q: 3 clusters Score -1758582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1758619.750000 Penalty: 4744.380859
	Iteration 31Q: 3 clusters Score -1758620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1758653.375000 Penalty: 4744.380859
	Iteration 32Q: 3 clusters Score -1758653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1758679.750000 Penalty: 4744.380859
	Iteration 33Q: 3 clusters Score -1758680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1758690.000000 Penalty: 4744.380859
	Iteration 34Q: 3 clusters Score -1758690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1758707.750000 Penalty: 4744.380859
	Iteration 35Q: 3 clusters Score -1758708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1758715.625000 Penalty: 4744.380859
	Iteration 36Q: 3 clusters Score -1758716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1758721.875000 Penalty: 4744.380859
	Iteration 37Q: 3 clusters Score -1758722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1758731.875000 Penalty: 4744.380859
	Iteration 38Q: 3 clusters Score -1758732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1758735.750000 Penalty: 4744.380859
	Iteration 39Q: 3 clusters Score -1758736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1758745.250000 Penalty: 4744.380859
	Iteration 40F: 3 clusters Score -1758745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1758749.875000 Penalty: 4744.380859
	Iteration 41Q: 3 clusters Score -1758750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1758751.625000 Penalty: 4744.380859
	Iteration 42Q: 3 clusters Score -1758752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1758752.375000 Penalty: 4744.380859
	Iteration 43Q: 3 clusters Score -1758752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1758752.875000 Penalty: 4744.380859
	Iteration 44Q: 3 clusters Score -1758753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1758756.625000 Penalty: 4744.380859
	Iteration 45Q: 3 clusters Score -1758757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1758759.875000 Penalty: 4744.380859
	Iteration 46Q: 3 clusters Score -1758760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1758761.500000 Penalty: 4744.380859
	Iteration 47Q: 3 clusters Score -1758762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1758770.750000 Penalty: 4744.380859
	Iteration 48Q: 3 clusters Score -1758771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1758776.125000 Penalty: 4744.380859
	Iteration 49Q: 3 clusters Score -1758776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1758786.750000 Penalty: 4744.380859
	Iteration 50Q: 3 clusters Score -1758787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1758792.375000 Penalty: 4744.380859
	Iteration 51Q: 3 clusters Score -1758792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1758793.375000 Penalty: 4744.380859
	Iteration 52Q: 3 clusters Score -1758793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1758796.000000 Penalty: 4744.380859
	Iteration 53Q: 3 clusters Score -1758796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1758797.000000 Penalty: 4744.380859
	Iteration 54Q: 3 clusters Score -1758797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1758800.125000 Penalty: 4744.380859
	Iteration 55Q: 3 clusters Score -1758800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1758803.625000 Penalty: 4744.380859
	Iteration 56Q: 3 clusters Score -1758804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1758803.625000 Penalty: 4744.380859
	Iteration 57F: 3 clusters Score -1758804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -136594.500000 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -136594.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134474.000000 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -134474 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -134896.000000 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -134896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135091.609375 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -135091.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135188.078125 Penalty: 3540.090088
	Iteration 3F: 3 clusters Score -135188.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135285.140625 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -135285.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -135357.781250 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -135357.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135425.625000 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -135425.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135467.656250 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -135467.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135501.812500 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -135501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -135524.625000 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -135524.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -135554.640625 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -135554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -135578.578125 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -135578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -135600.687500 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -135600.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135625.281250 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -135625.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -135639.000000 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -135639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135651.437500 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -135651.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -135661.781250 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -135661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135671.250000 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -135671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135679.687500 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -135679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -135683.218750 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -135683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135685.500000 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -135685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -135686.000000 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -135686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -135688.125000 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -135688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135689.125000 Penalty: 3540.090088
	Iteration 23Q: 3 clusters Score -135689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135689.125000 Penalty: 3540.090088
	Iteration 24F: 3 clusters Score -135689.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Entering Unmasked Estep 
Score: -5291771.000000 Penalty: 2655.954590
	Iteration 0F: 2 clusters Score -5291771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5261505.000000 Penalty: 5311.909180
	Iteration 0F: 3 clusters Score -5261505 nChanged 20626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5273007.000000 Penalty: 5311.909180
	Iteration 1F: 3 clusters Score -5273007 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -5273605.000000 Penalty: 5311.909180
	Iteration 2Q: 3 clusters Score -5273605 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5274271.000000 Penalty: 5311.909180
	Iteration 3Q: 3 clusters Score -5274271 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -5275149.500000 Penalty: 5311.909180
	Iteration 4Q: 3 clusters Score -5275150 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -5276405.000000 Penalty: 5311.909180
	Iteration 5F: 3 clusters Score -5276405 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -5278338.000000 Penalty: 5311.909180
	Iteration 6F: 3 clusters Score -5278338 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5281057.500000 Penalty: 5311.909180
	Iteration 7F: 3 clusters Score -5281058 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5284109.500000 Penalty: 5311.909180
	Iteration 8F: 3 clusters Score -5284110 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5286739.000000 Penalty: 5311.909180
	Iteration 9F: 3 clusters Score -5286739 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5288385.500000 Penalty: 5311.909180
	Iteration 10Q: 3 clusters Score -5288386 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -5289224.000000 Penalty: 5311.909180
	Iteration 11Q: 3 clusters Score -5289224 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5289712.000000 Penalty: 5311.909180
	Iteration 12Q: 3 clusters Score -5289712 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -5290002.000000 Penalty: 5311.909180
	Iteration 13Q: 3 clusters Score -5290002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -5290259.500000 Penalty: 5311.909180
	Iteration 14Q: 3 clusters Score -5290260 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -5290385.000000 Penalty: 5311.909180
	Iteration 15Q: 3 clusters Score -5290385 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5290466.000000 Penalty: 5311.909180
	Iteration 16Q: 3 clusters Score -5290466 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5290539.000000 Penalty: 5311.909180
	Iteration 17Q: 3 clusters Score -5290539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5290575.500000 Penalty: 5311.909180
	Iteration 18Q: 3 clusters Score -5290576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5290610.000000 Penalty: 5311.909180
	Iteration 19Q: 3 clusters Score -5290610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5290625.500000 Penalty: 5311.909180
	Iteration 20F: 3 clusters Score -5290626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -5290632.000000 Penalty: 5311.909180
	Iteration 21Q: 3 clusters Score -5290632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5290636.500000 Penalty: 5311.909180
	Iteration 22Q: 3 clusters Score -5290636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5290647.000000 Penalty: 5311.909180
	Iteration 23Q: 3 clusters Score -5290647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -5290673.000000 Penalty: 5311.909180
	Iteration 24Q: 3 clusters Score -5290673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -5290696.000000 Penalty: 5311.909180
	Iteration 25Q: 3 clusters Score -5290696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -5290707.500000 Penalty: 5311.909180
	Iteration 26Q: 3 clusters Score -5290708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5290730.500000 Penalty: 5311.909180
	Iteration 27Q: 3 clusters Score -5290730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -5290745.500000 Penalty: 5311.909180
	Iteration 28Q: 3 clusters Score -5290746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5290752.000000 Penalty: 5311.909180
	Iteration 29Q: 3 clusters Score -5290752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5290755.500000 Penalty: 5311.909180
	Iteration 30Q: 3 clusters Score -5290756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5290775.500000 Penalty: 5311.909180
	Iteration 31Q: 3 clusters Score -5290776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5290791.500000 Penalty: 5311.909180
	Iteration 32Q: 3 clusters Score -5290792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -5290801.500000 Penalty: 5311.909180
	Iteration 33Q: 3 clusters Score -5290802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5290823.000000 Penalty: 5311.909180
	Iteration 34Q: 3 clusters Score -5290823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -5290828.000000 Penalty: 5311.909180
	Iteration 35Q: 3 clusters Score -5290828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5290830.000000 Penalty: 5311.909180
	Iteration 36Q: 3 clusters Score -5290830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5290837.500000 Penalty: 5311.909180
	Iteration 37Q: 3 clusters Score -5290838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -5290845.000000 Penalty: 5311.909180
	Iteration 38Q: 3 clusters Score -5290845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5290852.000000 Penalty: 5311.909180
	Iteration 39Q: 3 clusters Score -5290852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5290850.000000 Penalty: 5311.909180
	Iteration 40F: 3 clusters Score -5290850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -5290860.500000 Penalty: 5311.909180
	Iteration 41Q: 3 clusters Score -5290860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -5290877.000000 Penalty: 5311.909180
	Iteration 42Q: 3 clusters Score -5290877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -5290885.000000 Penalty: 5311.909180
	Iteration 43Q: 3 clusters Score -5290885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -5290886.500000 Penalty: 5311.909180
	Iteration 44Q: 3 clusters Score -5290886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5290885.500000 Penalty: 5311.909180
	Iteration 45Q: 3 clusters Score -5290886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5290888.500000 Penalty: 5311.909180
	Iteration 46Q: 3 clusters Score -5290888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5290921.000000 Penalty: 5311.909180
	Iteration 47Q: 3 clusters Score -5290921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5290933.000000 Penalty: 5311.909180
	Iteration 48Q: 3 clusters Score -5290933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -5290928.000000 Penalty: 5311.909180
	Iteration 49Q: 3 clusters Score -5290928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -5290928.000000 Penalty: 5311.909180
	Iteration 50Q: 3 clusters Score -5290928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -5290927.000000 Penalty: 5311.909180
	Iteration 51Q: 3 clusters Score -5290927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5290924.000000 Penalty: 5311.909180
	Iteration 52Q: 3 clusters Score -5290924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5290922.500000 Penalty: 5311.909180
	Iteration 53Q: 3 clusters Score -5290922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5290939.000000 Penalty: 5311.909180
	Iteration 54Q: 3 clusters Score -5290939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5290937.500000 Penalty: 5311.909180
	Iteration 55Q: 3 clusters Score -5290938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -5290951.500000 Penalty: 5311.909180
	Iteration 56Q: 3 clusters Score -5290952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -5290941.500000 Penalty: 5311.909180
	Iteration 57Q: 3 clusters Score -5290942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -5290944.500000 Penalty: 5311.909180
	Iteration 58Q: 3 clusters Score -5290944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5290952.500000 Penalty: 5311.909180
	Iteration 59Q: 3 clusters Score -5290952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5290944.000000 Penalty: 5311.909180
	Iteration 60F: 3 clusters Score -5290944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5290953.000000 Penalty: 5311.909180
	Iteration 61Q: 3 clusters Score -5290953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5290955.500000 Penalty: 5311.909180
	Iteration 62Q: 3 clusters Score -5290956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -5290943.500000 Penalty: 5311.909180
	Iteration 63Q: 3 clusters Score -5290944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5290945.000000 Penalty: 5311.909180
	Iteration 64Q: 3 clusters Score -5290945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5290960.000000 Penalty: 5311.909180
	Iteration 65Q: 3 clusters Score -5290960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5290967.000000 Penalty: 5311.909180
	Iteration 66Q: 3 clusters Score -5290967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5290970.500000 Penalty: 5311.909180
	Iteration 67Q: 3 clusters Score -5290970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5290997.500000 Penalty: 5311.909180
	Iteration 68Q: 3 clusters Score -5290998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5290994.500000 Penalty: 5311.909180
	Iteration 69Q: 3 clusters Score -5290994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5290995.000000 Penalty: 5311.909180
	Iteration 70Q: 3 clusters Score -5290995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5290997.000000 Penalty: 5311.909180
	Iteration 71Q: 3 clusters Score -5290997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -5290988.000000 Penalty: 5311.909180
	Iteration 72Q: 3 clusters Score -5290988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5290998.000000 Penalty: 5311.909180
	Iteration 73Q: 3 clusters Score -5290998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5290997.000000 Penalty: 5311.909180
	Iteration 74Q: 3 clusters Score -5290997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5290992.500000 Penalty: 5311.909180
	Iteration 75Q: 3 clusters Score -5290992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5290994.000000 Penalty: 5311.909180
	Iteration 76Q: 3 clusters Score -5290994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5291000.500000 Penalty: 5311.909180
	Iteration 77Q: 3 clusters Score -5291000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5290998.500000 Penalty: 5311.909180
	Iteration 78Q: 3 clusters Score -5290998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5291004.000000 Penalty: 5311.909180
	Iteration 79Q: 3 clusters Score -5291004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5291001.500000 Penalty: 5311.909180
	Iteration 80F: 3 clusters Score -5291002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5291008.000000 Penalty: 5311.909180
	Iteration 81Q: 3 clusters Score -5291008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -5291012.000000 Penalty: 5311.909180
	Iteration 82Q: 3 clusters Score -5291012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5291010.500000 Penalty: 5311.909180
	Iteration 83Q: 3 clusters Score -5291010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5291013.500000 Penalty: 5311.909180
	Iteration 84Q: 3 clusters Score -5291014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5291014.000000 Penalty: 5311.909180
	Iteration 85Q: 3 clusters Score -5291014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5291018.500000 Penalty: 5311.909180
	Iteration 86Q: 3 clusters Score -5291018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5291014.000000 Penalty: 5311.909180
	Iteration 87Q: 3 clusters Score -5291014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5291011.000000 Penalty: 5311.909180
	Iteration 88Q: 3 clusters Score -5291011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -5291010.500000 Penalty: 5311.909180
	Iteration 89Q: 3 clusters Score -5291010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5291011.500000 Penalty: 5311.909180
	Iteration 90Q: 3 clusters Score -5291012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -5291011.500000 Penalty: 5311.909180
	Iteration 91Q: 3 clusters Score -5291012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -5291015.500000 Penalty: 5311.909180
	Iteration 92Q: 3 clusters Score -5291016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5291010.500000 Penalty: 5311.909180
	Iteration 93Q: 3 clusters Score -5291010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5291017.500000 Penalty: 5311.909180
	Iteration 94Q: 3 clusters Score -5291018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5291009.500000 Penalty: 5311.909180
	Iteration 95Q: 3 clusters Score -5291010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5291005.000000 Penalty: 5311.909180
	Iteration 96Q: 3 clusters Score -5291005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5291004.000000 Penalty: 5311.909180
	Iteration 97Q: 3 clusters Score -5291004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -5291020.500000 Penalty: 5311.909180
	Iteration 98Q: 3 clusters Score -5291020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5291019.000000 Penalty: 5311.909180
	Iteration 99Q: 3 clusters Score -5291019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5291016.000000 Penalty: 5311.909180
	Iteration 100F: 3 clusters Score -5291016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5291015.500000 Penalty: 5311.909180
	Iteration 101Q: 3 clusters Score -5291016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5291014.500000 Penalty: 5311.909180
	Iteration 102Q: 3 clusters Score -5291014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5291023.500000 Penalty: 5311.909180
	Iteration 103Q: 3 clusters Score -5291024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5291028.000000 Penalty: 5311.909180
	Iteration 104Q: 3 clusters Score -5291028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5291031.000000 Penalty: 5311.909180
	Iteration 105Q: 3 clusters Score -5291031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5291031.500000 Penalty: 5311.909180
	Iteration 106Q: 3 clusters Score -5291032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5291034.500000 Penalty: 5311.909180
	Iteration 107Q: 3 clusters Score -5291034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5291035.000000 Penalty: 5311.909180
	Iteration 108Q: 3 clusters Score -5291035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5291032.500000 Penalty: 5311.909180
	Iteration 109Q: 3 clusters Score -5291032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -5291038.000000 Penalty: 5311.909180
	Iteration 110Q: 3 clusters Score -5291038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5291034.000000 Penalty: 5311.909180
	Iteration 111Q: 3 clusters Score -5291034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5291032.500000 Penalty: 5311.909180
	Iteration 112Q: 3 clusters Score -5291032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5291035.000000 Penalty: 5311.909180
	Iteration 113Q: 3 clusters Score -5291035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5291034.500000 Penalty: 5311.909180
	Iteration 114Q: 3 clusters Score -5291034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5291041.500000 Penalty: 5311.909180
	Iteration 115Q: 3 clusters Score -5291042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5291035.500000 Penalty: 5311.909180
	Iteration 116Q: 3 clusters Score -5291036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5291041.500000 Penalty: 5311.909180
	Iteration 117Q: 3 clusters Score -5291042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5291041.500000 Penalty: 5311.909180
	Iteration 118Q: 3 clusters Score -5291042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5291041.500000 Penalty: 5311.909180
	Iteration 119Q: 3 clusters Score -5291042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5291035.500000 Penalty: 5311.909180
	Iteration 120F: 3 clusters Score -5291036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5291036.000000 Penalty: 5311.909180
	Iteration 121Q: 3 clusters Score -5291036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5291036.000000 Penalty: 5311.909180
	Iteration 122F: 3 clusters Score -5291036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Entering Unmasked Estep 
Score: -819822.187500 Penalty: 2186.579590
	Iteration 0F: 2 clusters Score -819822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -814209.562500 Penalty: 4373.159180
	Iteration 0F: 3 clusters Score -814209.6 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -815623.062500 Penalty: 4373.159180
	Iteration 1F: 3 clusters Score -815623.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -815872.312500 Penalty: 4373.159180
	Iteration 2F: 3 clusters Score -815872.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -816038.250000 Penalty: 4373.159180
	Iteration 3F: 3 clusters Score -816038.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -816163.500000 Penalty: 4373.159180
	Iteration 4Q: 3 clusters Score -816163.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -816271.250000 Penalty: 4373.159180
	Iteration 5Q: 3 clusters Score -816271.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -816353.875000 Penalty: 4373.159180
	Iteration 6Q: 3 clusters Score -816353.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -816425.187500 Penalty: 4373.159180
	Iteration 7Q: 3 clusters Score -816425.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -816499.375000 Penalty: 4373.159180
	Iteration 8Q: 3 clusters Score -816499.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -816579.375000 Penalty: 4373.159180
	Iteration 9Q: 3 clusters Score -816579.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -816665.375000 Penalty: 4373.159180
	Iteration 10Q: 3 clusters Score -816665.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -816746.562500 Penalty: 4373.159180
	Iteration 11Q: 3 clusters Score -816746.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -816846.375000 Penalty: 4373.159180
	Iteration 12Q: 3 clusters Score -816846.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -816957.625000 Penalty: 4373.159180
	Iteration 13Q: 3 clusters Score -816957.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -817065.375000 Penalty: 4373.159180
	Iteration 14Q: 3 clusters Score -817065.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -817179.625000 Penalty: 4373.159180
	Iteration 15Q: 3 clusters Score -817179.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -817286.875000 Penalty: 4373.159180
	Iteration 16Q: 3 clusters Score -817286.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -817389.187500 Penalty: 4373.159180
	Iteration 17Q: 3 clusters Score -817389.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -817486.500000 Penalty: 4373.159180
	Iteration 18Q: 3 clusters Score -817486.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -817574.687500 Penalty: 4373.159180
	Iteration 19Q: 3 clusters Score -817574.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -817649.375000 Penalty: 4373.159180
	Iteration 20F: 3 clusters Score -817649.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -817715.875000 Penalty: 4373.159180
	Iteration 21Q: 3 clusters Score -817715.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -817781.625000 Penalty: 4373.159180
	Iteration 22Q: 3 clusters Score -817781.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -817823.937500 Penalty: 4373.159180
	Iteration 23Q: 3 clusters Score -817823.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -817856.437500 Penalty: 4373.159180
	Iteration 24Q: 3 clusters Score -817856.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -817885.812500 Penalty: 4373.159180
	Iteration 25Q: 3 clusters Score -817885.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -817901.437500 Penalty: 4373.159180
	Iteration 26Q: 3 clusters Score -817901.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -817907.625000 Penalty: 4373.159180
	Iteration 27Q: 3 clusters Score -817907.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -817915.812500 Penalty: 4373.159180
	Iteration 28Q: 3 clusters Score -817915.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -817925.062500 Penalty: 4373.159180
	Iteration 29Q: 3 clusters Score -817925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -817930.875000 Penalty: 4373.159180
	Iteration 30Q: 3 clusters Score -817930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -817937.500000 Penalty: 4373.159180
	Iteration 31Q: 3 clusters Score -817937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -817941.312500 Penalty: 4373.159180
	Iteration 32Q: 3 clusters Score -817941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -817943.000000 Penalty: 4373.159180
	Iteration 33Q: 3 clusters Score -817943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -817946.375000 Penalty: 4373.159180
	Iteration 34Q: 3 clusters Score -817946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -817947.812500 Penalty: 4373.159180
	Iteration 35Q: 3 clusters Score -817947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -817950.375000 Penalty: 4373.159180
	Iteration 36Q: 3 clusters Score -817950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -817953.500000 Penalty: 4373.159180
	Iteration 37Q: 3 clusters Score -817953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -817954.437500 Penalty: 4373.159180
	Iteration 38Q: 3 clusters Score -817954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -817955.000000 Penalty: 4373.159180
	Iteration 39Q: 3 clusters Score -817955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -817957.937500 Penalty: 4373.159180
	Iteration 40F: 3 clusters Score -817957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -817958.437500 Penalty: 4373.159180
	Iteration 41Q: 3 clusters Score -817958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -817959.250000 Penalty: 4373.159180
	Iteration 42Q: 3 clusters Score -817959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -817961.500000 Penalty: 4373.159180
	Iteration 43Q: 3 clusters Score -817961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -817961.500000 Penalty: 4373.159180
	Iteration 44F: 3 clusters Score -817961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -399715.375000 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -399715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -396175.187500 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -396175.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -397201.500000 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -397201.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -397639.125000 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -397639.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -397933.281250 Penalty: 4051.006348
	Iteration 3F: 3 clusters Score -397933.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -398090.968750 Penalty: 4051.006348
	Iteration 4F: 3 clusters Score -398091 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -398187.062500 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -398187.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -398271.437500 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -398271.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -398341.843750 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -398341.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -398393.218750 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -398393.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -398438.406250 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -398438.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -398476.718750 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -398476.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -398500.968750 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -398501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -398510.062500 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -398510.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -398517.437500 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -398517.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -398523.031250 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -398523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -398528.906250 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -398528.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -398536.812500 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -398536.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -398548.562500 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -398548.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -398563.718750 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -398563.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -398572.343750 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -398572.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -398583.968750 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -398584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -398595.218750 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -398595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -398602.781250 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -398602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -398607.875000 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -398607.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -398613.312500 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -398613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -398617.250000 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -398617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -398621.531250 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -398621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -398625.812500 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -398625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -398629.250000 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -398629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -398634.562500 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -398634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -398649.343750 Penalty: 4051.006348
	Iteration 30Q: 3 clusters Score -398649.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -398677.718750 Penalty: 4051.006348
	Iteration 31Q: 3 clusters Score -398677.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -398732.187500 Penalty: 4051.006348
	Iteration 32Q: 3 clusters Score -398732.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -398775.500000 Penalty: 4051.006348
	Iteration 33Q: 3 clusters Score -398775.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -398806.625000 Penalty: 4051.006348
	Iteration 34Q: 3 clusters Score -398806.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -398827.593750 Penalty: 4051.006348
	Iteration 35Q: 3 clusters Score -398827.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -398835.500000 Penalty: 4051.006348
	Iteration 36Q: 3 clusters Score -398835.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -398839.843750 Penalty: 4051.006348
	Iteration 37Q: 3 clusters Score -398839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -398842.093750 Penalty: 4051.006348
	Iteration 38Q: 3 clusters Score -398842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -398845.125000 Penalty: 4051.006348
	Iteration 39Q: 3 clusters Score -398845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -398847.281250 Penalty: 4051.006348
	Iteration 40F: 3 clusters Score -398847.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -398849.625000 Penalty: 4051.006348
	Iteration 41Q: 3 clusters Score -398849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -398849.656250 Penalty: 4051.006348
	Iteration 42Q: 3 clusters Score -398849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -398851.656250 Penalty: 4051.006348
	Iteration 43Q: 3 clusters Score -398851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -398851.625000 Penalty: 4051.006348
	Iteration 44Q: 3 clusters Score -398851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -398851.968750 Penalty: 4051.006348
	Iteration 45Q: 3 clusters Score -398852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -398851.968750 Penalty: 4051.006348
	Iteration 46F: 3 clusters Score -398852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -636385.937500 Penalty: 2124.552734
	Iteration 0F: 2 clusters Score -636385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -631750.812500 Penalty: 4249.105469
	Iteration 0F: 3 clusters Score -631750.8 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -632822.750000 Penalty: 4249.105469
	Iteration 1F: 3 clusters Score -632822.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -633059.750000 Penalty: 4249.105469
	Iteration 2F: 3 clusters Score -633059.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -633192.750000 Penalty: 4249.105469
	Iteration 3F: 3 clusters Score -633192.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -633289.812500 Penalty: 4249.105469
	Iteration 4Q: 3 clusters Score -633289.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -633367.062500 Penalty: 4249.105469
	Iteration 5Q: 3 clusters Score -633367.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -633426.687500 Penalty: 4249.105469
	Iteration 6Q: 3 clusters Score -633426.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -633477.000000 Penalty: 4249.105469
	Iteration 7Q: 3 clusters Score -633477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -633531.375000 Penalty: 4249.105469
	Iteration 8Q: 3 clusters Score -633531.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -633609.750000 Penalty: 4249.105469
	Iteration 9Q: 3 clusters Score -633609.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -633691.875000 Penalty: 4249.105469
	Iteration 10Q: 3 clusters Score -633691.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -633761.187500 Penalty: 4249.105469
	Iteration 11Q: 3 clusters Score -633761.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -633834.125000 Penalty: 4249.105469
	Iteration 12Q: 3 clusters Score -633834.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -633906.437500 Penalty: 4249.105469
	Iteration 13Q: 3 clusters Score -633906.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -633980.875000 Penalty: 4249.105469
	Iteration 14Q: 3 clusters Score -633980.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -634038.187500 Penalty: 4249.105469
	Iteration 15Q: 3 clusters Score -634038.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -634087.625000 Penalty: 4249.105469
	Iteration 16Q: 3 clusters Score -634087.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -634131.000000 Penalty: 4249.105469
	Iteration 17Q: 3 clusters Score -634131 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -634167.000000 Penalty: 4249.105469
	Iteration 18Q: 3 clusters Score -634167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -634209.062500 Penalty: 4249.105469
	Iteration 19Q: 3 clusters Score -634209.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -634247.187500 Penalty: 4249.105469
	Iteration 20F: 3 clusters Score -634247.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -634279.125000 Penalty: 4249.105469
	Iteration 21Q: 3 clusters Score -634279.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -634318.062500 Penalty: 4249.105469
	Iteration 22Q: 3 clusters Score -634318.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -634341.062500 Penalty: 4249.105469
	Iteration 23Q: 3 clusters Score -634341.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -634360.937500 Penalty: 4249.105469
	Iteration 24Q: 3 clusters Score -634360.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -634374.812500 Penalty: 4249.105469
	Iteration 25Q: 3 clusters Score -634374.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -634380.187500 Penalty: 4249.105469
	Iteration 26Q: 3 clusters Score -634380.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -634389.312500 Penalty: 4249.105469
	Iteration 27Q: 3 clusters Score -634389.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -634398.812500 Penalty: 4249.105469
	Iteration 28Q: 3 clusters Score -634398.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -634411.000000 Penalty: 4249.105469
	Iteration 29Q: 3 clusters Score -634411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -634431.312500 Penalty: 4249.105469
	Iteration 30Q: 3 clusters Score -634431.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -634449.062500 Penalty: 4249.105469
	Iteration 31Q: 3 clusters Score -634449.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -634464.562500 Penalty: 4249.105469
	Iteration 32Q: 3 clusters Score -634464.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -634478.562500 Penalty: 4249.105469
	Iteration 33Q: 3 clusters Score -634478.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -634497.250000 Penalty: 4249.105469
	Iteration 34Q: 3 clusters Score -634497.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -634515.750000 Penalty: 4249.105469
	Iteration 35Q: 3 clusters Score -634515.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -634528.125000 Penalty: 4249.105469
	Iteration 36Q: 3 clusters Score -634528.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -634538.187500 Penalty: 4249.105469
	Iteration 37Q: 3 clusters Score -634538.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -634548.187500 Penalty: 4249.105469
	Iteration 38Q: 3 clusters Score -634548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -634556.750000 Penalty: 4249.105469
	Iteration 39Q: 3 clusters Score -634556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -634557.187500 Penalty: 4249.105469
	Iteration 40F: 3 clusters Score -634557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -634559.625000 Penalty: 4249.105469
	Iteration 41Q: 3 clusters Score -634559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -634560.625000 Penalty: 4249.105469
	Iteration 42Q: 3 clusters Score -634560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -634562.000000 Penalty: 4249.105469
	Iteration 43Q: 3 clusters Score -634562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -634564.750000 Penalty: 4249.105469
	Iteration 44Q: 3 clusters Score -634564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -634565.937500 Penalty: 4249.105469
	Iteration 45Q: 3 clusters Score -634565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -634566.375000 Penalty: 4249.105469
	Iteration 46Q: 3 clusters Score -634566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -634566.375000 Penalty: 4249.105469
	Iteration 47F: 3 clusters Score -634566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Entering Unmasked Estep 
Score: -1233834.375000 Penalty: 2286.460205
	Iteration 0F: 2 clusters Score -1233834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1226198.750000 Penalty: 4572.920410
	Iteration 0F: 3 clusters Score -1226199 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1228433.500000 Penalty: 4572.920410
	Iteration 1F: 3 clusters Score -1228434 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1228768.875000 Penalty: 4572.920410
	Iteration 2F: 3 clusters Score -1228769 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1228993.750000 Penalty: 4572.920410
	Iteration 3Q: 3 clusters Score -1228994 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1229135.500000 Penalty: 4572.920410
	Iteration 4Q: 3 clusters Score -1229136 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1229260.000000 Penalty: 4572.920410
	Iteration 5Q: 3 clusters Score -1229260 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1229375.125000 Penalty: 4572.920410
	Iteration 6Q: 3 clusters Score -1229375 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1229472.000000 Penalty: 4572.920410
	Iteration 7Q: 3 clusters Score -1229472 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1229563.500000 Penalty: 4572.920410
	Iteration 8Q: 3 clusters Score -1229564 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1229666.125000 Penalty: 4572.920410
	Iteration 9Q: 3 clusters Score -1229666 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1229778.750000 Penalty: 4572.920410
	Iteration 10Q: 3 clusters Score -1229779 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1229943.875000 Penalty: 4572.920410
	Iteration 11Q: 3 clusters Score -1229944 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1230148.750000 Penalty: 4572.920410
	Iteration 12Q: 3 clusters Score -1230149 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1230399.500000 Penalty: 4572.920410
	Iteration 13Q: 3 clusters Score -1230400 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1230705.125000 Penalty: 4572.920410
	Iteration 14Q: 3 clusters Score -1230705 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1231015.625000 Penalty: 4572.920410
	Iteration 15Q: 3 clusters Score -1231016 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1231312.250000 Penalty: 4572.920410
	Iteration 16Q: 3 clusters Score -1231312 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1231565.000000 Penalty: 4572.920410
	Iteration 17Q: 3 clusters Score -1231565 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1231751.250000 Penalty: 4572.920410
	Iteration 18Q: 3 clusters Score -1231751 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1231877.875000 Penalty: 4572.920410
	Iteration 19Q: 3 clusters Score -1231878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1231960.250000 Penalty: 4572.920410
	Iteration 20F: 3 clusters Score -1231960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1232024.375000 Penalty: 4572.920410
	Iteration 21Q: 3 clusters Score -1232024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1232066.375000 Penalty: 4572.920410
	Iteration 22Q: 3 clusters Score -1232066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1232095.000000 Penalty: 4572.920410
	Iteration 23Q: 3 clusters Score -1232095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1232121.375000 Penalty: 4572.920410
	Iteration 24Q: 3 clusters Score -1232121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1232142.000000 Penalty: 4572.920410
	Iteration 25Q: 3 clusters Score -1232142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1232159.750000 Penalty: 4572.920410
	Iteration 26Q: 3 clusters Score -1232160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1232173.875000 Penalty: 4572.920410
	Iteration 27Q: 3 clusters Score -1232174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1232183.000000 Penalty: 4572.920410
	Iteration 28Q: 3 clusters Score -1232183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1232190.375000 Penalty: 4572.920410
	Iteration 29Q: 3 clusters Score -1232190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1232198.375000 Penalty: 4572.920410
	Iteration 30Q: 3 clusters Score -1232198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1232198.750000 Penalty: 4572.920410
	Iteration 31Q: 3 clusters Score -1232199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1232199.750000 Penalty: 4572.920410
	Iteration 32Q: 3 clusters Score -1232200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1232200.625000 Penalty: 4572.920410
	Iteration 33Q: 3 clusters Score -1232201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1232209.000000 Penalty: 4572.920410
	Iteration 34Q: 3 clusters Score -1232209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1232213.125000 Penalty: 4572.920410
	Iteration 35Q: 3 clusters Score -1232213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1232213.250000 Penalty: 4572.920410
	Iteration 36Q: 3 clusters Score -1232213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1232217.375000 Penalty: 4572.920410
	Iteration 37Q: 3 clusters Score -1232217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1232218.250000 Penalty: 4572.920410
	Iteration 38Q: 3 clusters Score -1232218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1232220.375000 Penalty: 4572.920410
	Iteration 39Q: 3 clusters Score -1232220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1232220.375000 Penalty: 4572.920410
	Iteration 40F: 3 clusters Score -1232220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Entering Unmasked Estep 
Score: -3466569.000000 Penalty: 2545.106201
	Iteration 0F: 2 clusters Score -3466569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3446806.250000 Penalty: 5090.212402
	Iteration 0F: 3 clusters Score -3446806 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3453930.250000 Penalty: 5090.212402
	Iteration 1F: 3 clusters Score -3453930 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3454396.000000 Penalty: 5090.212402
	Iteration 2Q: 3 clusters Score -3454396 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3454802.500000 Penalty: 5090.212402
	Iteration 3Q: 3 clusters Score -3454802 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3455195.250000 Penalty: 5090.212402
	Iteration 4Q: 3 clusters Score -3455195 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3455630.500000 Penalty: 5090.212402
	Iteration 5Q: 3 clusters Score -3455630 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3456190.250000 Penalty: 5090.212402
	Iteration 6Q: 3 clusters Score -3456190 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3456921.250000 Penalty: 5090.212402
	Iteration 7Q: 3 clusters Score -3456921 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3457910.250000 Penalty: 5090.212402
	Iteration 8F: 3 clusters Score -3457910 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3459085.250000 Penalty: 5090.212402
	Iteration 9F: 3 clusters Score -3459085 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3460209.250000 Penalty: 5090.212402
	Iteration 10F: 3 clusters Score -3460209 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3461223.000000 Penalty: 5090.212402
	Iteration 11Q: 3 clusters Score -3461223 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3461971.750000 Penalty: 5090.212402
	Iteration 12Q: 3 clusters Score -3461972 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3462434.500000 Penalty: 5090.212402
	Iteration 13Q: 3 clusters Score -3462434 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3462708.750000 Penalty: 5090.212402
	Iteration 14Q: 3 clusters Score -3462709 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3462914.250000 Penalty: 5090.212402
	Iteration 15Q: 3 clusters Score -3462914 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3463095.250000 Penalty: 5090.212402
	Iteration 16Q: 3 clusters Score -3463095 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3463245.000000 Penalty: 5090.212402
	Iteration 17Q: 3 clusters Score -3463245 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3463337.500000 Penalty: 5090.212402
	Iteration 18Q: 3 clusters Score -3463338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3463411.000000 Penalty: 5090.212402
	Iteration 19Q: 3 clusters Score -3463411 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3463483.000000 Penalty: 5090.212402
	Iteration 20F: 3 clusters Score -3463483 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3463536.750000 Penalty: 5090.212402
	Iteration 21Q: 3 clusters Score -3463537 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3463586.250000 Penalty: 5090.212402
	Iteration 22Q: 3 clusters Score -3463586 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3463622.250000 Penalty: 5090.212402
	Iteration 23Q: 3 clusters Score -3463622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3463670.500000 Penalty: 5090.212402
	Iteration 24Q: 3 clusters Score -3463670 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3463703.250000 Penalty: 5090.212402
	Iteration 25Q: 3 clusters Score -3463703 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3463737.500000 Penalty: 5090.212402
	Iteration 26Q: 3 clusters Score -3463738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3463765.500000 Penalty: 5090.212402
	Iteration 27Q: 3 clusters Score -3463766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3463803.750000 Penalty: 5090.212402
	Iteration 28Q: 3 clusters Score -3463804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3463837.500000 Penalty: 5090.212402
	Iteration 29Q: 3 clusters Score -3463838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3463887.750000 Penalty: 5090.212402
	Iteration 30Q: 3 clusters Score -3463888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3463922.500000 Penalty: 5090.212402
	Iteration 31Q: 3 clusters Score -3463922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3463955.750000 Penalty: 5090.212402
	Iteration 32Q: 3 clusters Score -3463956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3463988.250000 Penalty: 5090.212402
	Iteration 33Q: 3 clusters Score -3463988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3464024.500000 Penalty: 5090.212402
	Iteration 34Q: 3 clusters Score -3464024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3464050.250000 Penalty: 5090.212402
	Iteration 35Q: 3 clusters Score -3464050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3464111.500000 Penalty: 5090.212402
	Iteration 36Q: 3 clusters Score -3464112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3464132.000000 Penalty: 5090.212402
	Iteration 37Q: 3 clusters Score -3464132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3464166.500000 Penalty: 5090.212402
	Iteration 38Q: 3 clusters Score -3464166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3464183.000000 Penalty: 5090.212402
	Iteration 39Q: 3 clusters Score -3464183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3464208.000000 Penalty: 5090.212402
	Iteration 40F: 3 clusters Score -3464208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3464228.000000 Penalty: 5090.212402
	Iteration 41Q: 3 clusters Score -3464228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3464251.000000 Penalty: 5090.212402
	Iteration 42Q: 3 clusters Score -3464251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3464261.500000 Penalty: 5090.212402
	Iteration 43Q: 3 clusters Score -3464262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3464278.750000 Penalty: 5090.212402
	Iteration 44Q: 3 clusters Score -3464279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3464291.000000 Penalty: 5090.212402
	Iteration 45Q: 3 clusters Score -3464291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3464297.750000 Penalty: 5090.212402
	Iteration 46Q: 3 clusters Score -3464298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3464311.250000 Penalty: 5090.212402
	Iteration 47Q: 3 clusters Score -3464311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3464315.750000 Penalty: 5090.212402
	Iteration 48Q: 3 clusters Score -3464316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3464316.500000 Penalty: 5090.212402
	Iteration 49Q: 3 clusters Score -3464316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3464329.750000 Penalty: 5090.212402
	Iteration 50Q: 3 clusters Score -3464330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3464338.750000 Penalty: 5090.212402
	Iteration 51Q: 3 clusters Score -3464339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3464345.250000 Penalty: 5090.212402
	Iteration 52Q: 3 clusters Score -3464345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3464342.750000 Penalty: 5090.212402
	Iteration 53Q: 3 clusters Score -3464343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3464344.500000 Penalty: 5090.212402
	Iteration 54Q: 3 clusters Score -3464344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3464343.750000 Penalty: 5090.212402
	Iteration 55Q: 3 clusters Score -3464344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3464343.750000 Penalty: 5090.212402
	Iteration 56F: 3 clusters Score -3464344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82525.632812 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82525.63 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82784.625000 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82784.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82850.750000 Penalty: 3290.778320
	Iteration 2Q: 3 clusters Score -82850.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82896.515625 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -82896.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82930.515625 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -82930.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82949.812500 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -82949.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82961.742188 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -82961.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82966.476562 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -82966.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82974.070312 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -82974.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82975.656250 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -82975.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82975.656250 Penalty: 3290.778320
	Iteration 10F: 3 clusters Score -82975.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Entering Unmasked Estep 
Score: -2412462.250000 Penalty: 2451.749756
	Iteration 0F: 2 clusters Score -2412462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2398665.000000 Penalty: 4903.499512
	Iteration 0F: 3 clusters Score -2398665 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2403273.750000 Penalty: 4903.499512
	Iteration 1F: 3 clusters Score -2403274 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2403758.500000 Penalty: 4903.499512
	Iteration 2F: 3 clusters Score -2403758 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2404161.500000 Penalty: 4903.499512
	Iteration 3F: 3 clusters Score -2404162 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2404573.250000 Penalty: 4903.499512
	Iteration 4Q: 3 clusters Score -2404573 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2404971.000000 Penalty: 4903.499512
	Iteration 5Q: 3 clusters Score -2404971 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2405358.250000 Penalty: 4903.499512
	Iteration 6Q: 3 clusters Score -2405358 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2405724.250000 Penalty: 4903.499512
	Iteration 7Q: 3 clusters Score -2405724 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2406041.250000 Penalty: 4903.499512
	Iteration 8Q: 3 clusters Score -2406041 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2406302.250000 Penalty: 4903.499512
	Iteration 9Q: 3 clusters Score -2406302 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2406519.000000 Penalty: 4903.499512
	Iteration 10Q: 3 clusters Score -2406519 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2406675.500000 Penalty: 4903.499512
	Iteration 11Q: 3 clusters Score -2406676 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2406812.500000 Penalty: 4903.499512
	Iteration 12Q: 3 clusters Score -2406812 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2406929.000000 Penalty: 4903.499512
	Iteration 13Q: 3 clusters Score -2406929 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2407021.750000 Penalty: 4903.499512
	Iteration 14Q: 3 clusters Score -2407022 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2407096.000000 Penalty: 4903.499512
	Iteration 15Q: 3 clusters Score -2407096 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2407163.750000 Penalty: 4903.499512
	Iteration 16Q: 3 clusters Score -2407164 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2407208.000000 Penalty: 4903.499512
	Iteration 17Q: 3 clusters Score -2407208 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2407253.250000 Penalty: 4903.499512
	Iteration 18Q: 3 clusters Score -2407253 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2407267.750000 Penalty: 4903.499512
	Iteration 19Q: 3 clusters Score -2407268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2407296.250000 Penalty: 4903.499512
	Iteration 20F: 3 clusters Score -2407296 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2407319.750000 Penalty: 4903.499512
	Iteration 21Q: 3 clusters Score -2407320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2407353.500000 Penalty: 4903.499512
	Iteration 22Q: 3 clusters Score -2407354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2407359.000000 Penalty: 4903.499512
	Iteration 23Q: 3 clusters Score -2407359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2407384.750000 Penalty: 4903.499512
	Iteration 24Q: 3 clusters Score -2407385 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2407390.250000 Penalty: 4903.499512
	Iteration 25Q: 3 clusters Score -2407390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2407412.750000 Penalty: 4903.499512
	Iteration 26Q: 3 clusters Score -2407413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2407417.500000 Penalty: 4903.499512
	Iteration 27Q: 3 clusters Score -2407418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2407419.250000 Penalty: 4903.499512
	Iteration 28Q: 3 clusters Score -2407419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2407430.250000 Penalty: 4903.499512
	Iteration 29Q: 3 clusters Score -2407430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2407433.000000 Penalty: 4903.499512
	Iteration 30Q: 3 clusters Score -2407433 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2407442.750000 Penalty: 4903.499512
	Iteration 31Q: 3 clusters Score -2407443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2407442.250000 Penalty: 4903.499512
	Iteration 32Q: 3 clusters Score -2407442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2407449.000000 Penalty: 4903.499512
	Iteration 33Q: 3 clusters Score -2407449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2407458.000000 Penalty: 4903.499512
	Iteration 34Q: 3 clusters Score -2407458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2407458.250000 Penalty: 4903.499512
	Iteration 35Q: 3 clusters Score -2407458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2407466.750000 Penalty: 4903.499512
	Iteration 36Q: 3 clusters Score -2407467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2407469.000000 Penalty: 4903.499512
	Iteration 37Q: 3 clusters Score -2407469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2407484.750000 Penalty: 4903.499512
	Iteration 38Q: 3 clusters Score -2407485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2407490.500000 Penalty: 4903.499512
	Iteration 39Q: 3 clusters Score -2407490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2407496.750000 Penalty: 4903.499512
	Iteration 40F: 3 clusters Score -2407497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2407512.250000 Penalty: 4903.499512
	Iteration 41Q: 3 clusters Score -2407512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2407523.250000 Penalty: 4903.499512
	Iteration 42Q: 3 clusters Score -2407523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2407522.500000 Penalty: 4903.499512
	Iteration 43Q: 3 clusters Score -2407522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2407536.250000 Penalty: 4903.499512
	Iteration 44Q: 3 clusters Score -2407536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2407547.000000 Penalty: 4903.499512
	Iteration 45Q: 3 clusters Score -2407547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2407565.750000 Penalty: 4903.499512
	Iteration 46Q: 3 clusters Score -2407566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2407567.250000 Penalty: 4903.499512
	Iteration 47Q: 3 clusters Score -2407567 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2407586.250000 Penalty: 4903.499512
	Iteration 48Q: 3 clusters Score -2407586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2407594.750000 Penalty: 4903.499512
	Iteration 49Q: 3 clusters Score -2407595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2407608.000000 Penalty: 4903.499512
	Iteration 50Q: 3 clusters Score -2407608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2407630.500000 Penalty: 4903.499512
	Iteration 51Q: 3 clusters Score -2407630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2407649.750000 Penalty: 4903.499512
	Iteration 52Q: 3 clusters Score -2407650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2407670.000000 Penalty: 4903.499512
	Iteration 53Q: 3 clusters Score -2407670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2407693.000000 Penalty: 4903.499512
	Iteration 54Q: 3 clusters Score -2407693 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2407729.750000 Penalty: 4903.499512
	Iteration 55Q: 3 clusters Score -2407730 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2407767.000000 Penalty: 4903.499512
	Iteration 56Q: 3 clusters Score -2407767 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2407826.750000 Penalty: 4903.499512
	Iteration 57Q: 3 clusters Score -2407827 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2407888.000000 Penalty: 4903.499512
	Iteration 58Q: 3 clusters Score -2407888 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2407971.750000 Penalty: 4903.499512
	Iteration 59Q: 3 clusters Score -2407972 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2408062.000000 Penalty: 4903.499512
	Iteration 60F: 3 clusters Score -2408062 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2408187.250000 Penalty: 4903.499512
	Iteration 61Q: 3 clusters Score -2408187 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2408300.000000 Penalty: 4903.499512
	Iteration 62Q: 3 clusters Score -2408300 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2408435.500000 Penalty: 4903.499512
	Iteration 63Q: 3 clusters Score -2408436 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2408586.750000 Penalty: 4903.499512
	Iteration 64Q: 3 clusters Score -2408587 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2408740.500000 Penalty: 4903.499512
	Iteration 65Q: 3 clusters Score -2408740 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2408896.500000 Penalty: 4903.499512
	Iteration 66Q: 3 clusters Score -2408896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2409047.000000 Penalty: 4903.499512
	Iteration 67Q: 3 clusters Score -2409047 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2409185.750000 Penalty: 4903.499512
	Iteration 68Q: 3 clusters Score -2409186 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2409322.750000 Penalty: 4903.499512
	Iteration 69Q: 3 clusters Score -2409323 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2409439.500000 Penalty: 4903.499512
	Iteration 70Q: 3 clusters Score -2409440 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2409561.250000 Penalty: 4903.499512
	Iteration 71Q: 3 clusters Score -2409561 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2409666.750000 Penalty: 4903.499512
	Iteration 72Q: 3 clusters Score -2409667 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2409756.500000 Penalty: 4903.499512
	Iteration 73Q: 3 clusters Score -2409756 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2409850.250000 Penalty: 4903.499512
	Iteration 74Q: 3 clusters Score -2409850 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2409933.750000 Penalty: 4903.499512
	Iteration 75Q: 3 clusters Score -2409934 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2410024.750000 Penalty: 4903.499512
	Iteration 76Q: 3 clusters Score -2410025 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2410091.250000 Penalty: 4903.499512
	Iteration 77Q: 3 clusters Score -2410091 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2410141.250000 Penalty: 4903.499512
	Iteration 78Q: 3 clusters Score -2410141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2410181.000000 Penalty: 4903.499512
	Iteration 79Q: 3 clusters Score -2410181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2410213.750000 Penalty: 4903.499512
	Iteration 80F: 3 clusters Score -2410214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2410238.750000 Penalty: 4903.499512
	Iteration 81Q: 3 clusters Score -2410239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2410261.250000 Penalty: 4903.499512
	Iteration 82Q: 3 clusters Score -2410261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2410284.250000 Penalty: 4903.499512
	Iteration 83Q: 3 clusters Score -2410284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2410292.250000 Penalty: 4903.499512
	Iteration 84Q: 3 clusters Score -2410292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2410308.000000 Penalty: 4903.499512
	Iteration 85Q: 3 clusters Score -2410308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2410325.750000 Penalty: 4903.499512
	Iteration 86Q: 3 clusters Score -2410326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2410335.250000 Penalty: 4903.499512
	Iteration 87Q: 3 clusters Score -2410335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2410348.750000 Penalty: 4903.499512
	Iteration 88Q: 3 clusters Score -2410349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2410355.000000 Penalty: 4903.499512
	Iteration 89Q: 3 clusters Score -2410355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2410359.500000 Penalty: 4903.499512
	Iteration 90Q: 3 clusters Score -2410360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2410371.500000 Penalty: 4903.499512
	Iteration 91Q: 3 clusters Score -2410372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2410381.750000 Penalty: 4903.499512
	Iteration 92Q: 3 clusters Score -2410382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2410385.750000 Penalty: 4903.499512
	Iteration 93Q: 3 clusters Score -2410386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2410401.000000 Penalty: 4903.499512
	Iteration 94Q: 3 clusters Score -2410401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2410405.250000 Penalty: 4903.499512
	Iteration 95Q: 3 clusters Score -2410405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2410409.750000 Penalty: 4903.499512
	Iteration 96Q: 3 clusters Score -2410410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2410414.250000 Penalty: 4903.499512
	Iteration 97Q: 3 clusters Score -2410414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2410417.000000 Penalty: 4903.499512
	Iteration 98Q: 3 clusters Score -2410417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2410421.250000 Penalty: 4903.499512
	Iteration 99Q: 3 clusters Score -2410421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2410421.000000 Penalty: 4903.499512
	Iteration 100F: 3 clusters Score -2410421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2410418.750000 Penalty: 4903.499512
	Iteration 101Q: 3 clusters Score -2410419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2410420.750000 Penalty: 4903.499512
	Iteration 102Q: 3 clusters Score -2410421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2410425.000000 Penalty: 4903.499512
	Iteration 103Q: 3 clusters Score -2410425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2410425.750000 Penalty: 4903.499512
	Iteration 104Q: 3 clusters Score -2410426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2410429.500000 Penalty: 4903.499512
	Iteration 105Q: 3 clusters Score -2410430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2410436.000000 Penalty: 4903.499512
	Iteration 106Q: 3 clusters Score -2410436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2410443.000000 Penalty: 4903.499512
	Iteration 107Q: 3 clusters Score -2410443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2410450.750000 Penalty: 4903.499512
	Iteration 108Q: 3 clusters Score -2410451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2410458.500000 Penalty: 4903.499512
	Iteration 109Q: 3 clusters Score -2410458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2410460.750000 Penalty: 4903.499512
	Iteration 110Q: 3 clusters Score -2410461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2410462.000000 Penalty: 4903.499512
	Iteration 111Q: 3 clusters Score -2410462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2410464.750000 Penalty: 4903.499512
	Iteration 112Q: 3 clusters Score -2410465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2410466.000000 Penalty: 4903.499512
	Iteration 113Q: 3 clusters Score -2410466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2410469.500000 Penalty: 4903.499512
	Iteration 114Q: 3 clusters Score -2410470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2410467.250000 Penalty: 4903.499512
	Iteration 115Q: 3 clusters Score -2410467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2410468.250000 Penalty: 4903.499512
	Iteration 116Q: 3 clusters Score -2410468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2410469.250000 Penalty: 4903.499512
	Iteration 117Q: 3 clusters Score -2410469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2410469.250000 Penalty: 4903.499512
	Iteration 118F: 3 clusters Score -2410469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180875 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 167401 members 
Mstep: Class 9 contains 16403 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170973 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10829 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175815 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44779 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28639 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248504.000000 Penalty: 99613.000000
Iteration 199Q: 30 clusters Score -1.242485e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180888 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 12484 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167402 members 
Mstep: Class 9 contains 16407 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19504 members 
Mstep: Class 12 contains 8249 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170953 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10830 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 175804 members 
Mstep: Class 20 contains 14265 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44780 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248624.000000 Penalty: 99613.000000
Iteration 200F: 30 clusters Score -1.242486e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180907 members 
Mstep: Class 5 contains 21073 members 
Mstep: Class 6 contains 12485 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 167407 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19505 members 
Mstep: Class 12 contains 8244 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 170932 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10830 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 175785 members 
Mstep: Class 20 contains 14266 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44779 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248696.000000 Penalty: 99613.000000
Iteration 201Q: 30 clusters Score -1.242487e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180930 members 
Mstep: Class 5 contains 21081 members 
Mstep: Class 6 contains 12485 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 167406 members 
Mstep: Class 9 contains 16415 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19507 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 13099 members 
Mstep: Class 14 contains 170905 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10832 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 175772 members 
Mstep: Class 20 contains 14269 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44779 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3530 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248696.000000 Penalty: 99613.000000
Iteration 202Q: 30 clusters Score -1.242487e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 180939 members 
Mstep: Class 5 contains 21087 members 
Mstep: Class 6 contains 12486 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 167407 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 8238 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170891 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10831 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175760 members 
Mstep: Class 20 contains 14274 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44782 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3530 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248824.000000 Penalty: 99613.000000
Iteration 203Q: 30 clusters Score -1.242488e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180942 members 
Mstep: Class 5 contains 21096 members 
Mstep: Class 6 contains 12484 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 167408 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 8233 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 170886 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10832 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175743 members 
Mstep: Class 20 contains 14277 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248880.000000 Penalty: 99613.000000
Iteration 204Q: 30 clusters Score -1.242489e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180941 members 
Mstep: Class 5 contains 21102 members 
Mstep: Class 6 contains 12481 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 167411 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 8227 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170879 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10833 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175739 members 
Mstep: Class 20 contains 14282 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44787 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3528 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248912.000000 Penalty: 99613.000000
Iteration 205Q: 30 clusters Score -1.242489e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180939 members 
Mstep: Class 5 contains 21105 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 167416 members 
Mstep: Class 9 contains 16422 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19519 members 
Mstep: Class 12 contains 8221 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170866 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10834 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175743 members 
Mstep: Class 20 contains 14289 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44786 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248872.000000 Penalty: 99613.000000
Iteration 206Q: 30 clusters Score -1.242489e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180940 members 
Mstep: Class 5 contains 21109 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 167415 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19522 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 170859 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175737 members 
Mstep: Class 20 contains 14297 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44790 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248920.000000 Penalty: 99613.000000
Iteration 207Q: 30 clusters Score -1.242489e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180942 members 
Mstep: Class 5 contains 21117 members 
Mstep: Class 6 contains 12481 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167412 members 
Mstep: Class 9 contains 16415 members 
Mstep: Class 10 contains 29193 members 
Mstep: Class 11 contains 19526 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 170853 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10842 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 175732 members 
Mstep: Class 20 contains 14304 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44789 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248896.000000 Penalty: 99613.000000
Iteration 208Q: 30 clusters Score -1.242489e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180942 members 
Mstep: Class 5 contains 21122 members 
Mstep: Class 6 contains 12477 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 167412 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 19529 members 
Mstep: Class 12 contains 8199 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 170840 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 175733 members 
Mstep: Class 20 contains 14305 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44787 members 
Mstep: Class 23 contains 6750 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28640 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248832.000000 Penalty: 99613.000000
Iteration 209Q: 30 clusters Score -1.242488e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180938 members 
Mstep: Class 5 contains 21125 members 
Mstep: Class 6 contains 12479 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167412 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 29195 members 
Mstep: Class 11 contains 19530 members 
Mstep: Class 12 contains 8193 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 170830 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 175740 members 
Mstep: Class 20 contains 14306 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248776.000000 Penalty: 99613.000000
Iteration 210Q: 30 clusters Score -1.242488e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180929 members 
Mstep: Class 5 contains 21129 members 
Mstep: Class 6 contains 12486 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167412 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 29196 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 170825 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 175741 members 
Mstep: Class 20 contains 14309 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44786 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28640 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248912.000000 Penalty: 99613.000000
Iteration 211Q: 30 clusters Score -1.242489e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180929 members 
Mstep: Class 5 contains 21132 members 
Mstep: Class 6 contains 12493 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167411 members 
Mstep: Class 9 contains 16430 members 
Mstep: Class 10 contains 29196 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 8181 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 170822 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 175742 members 
Mstep: Class 20 contains 14313 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44782 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28637 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248808.000000 Penalty: 99613.000000
Iteration 212Q: 30 clusters Score -1.242488e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180920 members 
Mstep: Class 5 contains 21128 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167409 members 
Mstep: Class 9 contains 16434 members 
Mstep: Class 10 contains 29196 members 
Mstep: Class 11 contains 19533 members 
Mstep: Class 12 contains 8167 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170819 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 175747 members 
Mstep: Class 20 contains 14324 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28638 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248880.000000 Penalty: 99613.000000
Iteration 213Q: 30 clusters Score -1.242489e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180896 members 
Mstep: Class 5 contains 21129 members 
Mstep: Class 6 contains 12507 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167406 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 8154 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170825 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 175756 members 
Mstep: Class 20 contains 14339 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44784 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28640 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248952.000000 Penalty: 99613.000000
Iteration 214Q: 30 clusters Score -1.24249e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180883 members 
Mstep: Class 5 contains 21130 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167407 members 
Mstep: Class 9 contains 16437 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170827 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 175760 members 
Mstep: Class 20 contains 14353 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28640 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248952.000000 Penalty: 99613.000000
Iteration 215Q: 30 clusters Score -1.24249e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180875 members 
Mstep: Class 5 contains 21133 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167405 members 
Mstep: Class 9 contains 16439 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19534 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170822 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 175763 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28639 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248992.000000 Penalty: 99613.000000
Iteration 216Q: 30 clusters Score -1.24249e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180855 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167403 members 
Mstep: Class 9 contains 16439 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 8109 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 170816 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55269 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 175772 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44783 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28639 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248952.000000 Penalty: 99613.000000
Iteration 217Q: 30 clusters Score -1.24249e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180840 members 
Mstep: Class 5 contains 21155 members 
Mstep: Class 6 contains 12534 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 167399 members 
Mstep: Class 9 contains 16443 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19528 members 
Mstep: Class 12 contains 8098 members 
Mstep: Class 13 contains 13098 members 
Mstep: Class 14 contains 170802 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55269 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 175783 members 
Mstep: Class 20 contains 14400 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44782 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28640 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248960.000000 Penalty: 99613.000000
Iteration 218Q: 30 clusters Score -1.24249e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 180827 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 12534 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 167395 members 
Mstep: Class 9 contains 16444 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19525 members 
Mstep: Class 12 contains 8082 members 
Mstep: Class 13 contains 13097 members 
Mstep: Class 14 contains 170797 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 175789 members 
Mstep: Class 20 contains 14418 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248976.000000 Penalty: 99613.000000
Iteration 219Q: 30 clusters Score -1.24249e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 180827 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 12532 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 167395 members 
Mstep: Class 9 contains 16454 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19524 members 
Mstep: Class 12 contains 8054 members 
Mstep: Class 13 contains 13095 members 
Mstep: Class 14 contains 170775 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 175796 members 
Mstep: Class 20 contains 14440 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44790 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249152.000000 Penalty: 99613.000000
Iteration 220F: 30 clusters Score -1.242492e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 180828 members 
Mstep: Class 5 contains 21184 members 
Mstep: Class 6 contains 12528 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 167396 members 
Mstep: Class 9 contains 16461 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19522 members 
Mstep: Class 12 contains 8024 members 
Mstep: Class 13 contains 13093 members 
Mstep: Class 14 contains 170757 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 175802 members 
Mstep: Class 20 contains 14468 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249528.000000 Penalty: 99613.000000
Iteration 221Q: 30 clusters Score -1.242495e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 180830 members 
Mstep: Class 5 contains 21185 members 
Mstep: Class 6 contains 12531 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 167396 members 
Mstep: Class 9 contains 16463 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 13092 members 
Mstep: Class 14 contains 170753 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 55268 members 
Mstep: Class 17 contains 10853 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 175795 members 
Mstep: Class 20 contains 14510 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44789 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249624.000000 Penalty: 99613.000000
Iteration 222Q: 30 clusters Score -1.242496e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 180822 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 12531 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 167401 members 
Mstep: Class 9 contains 16470 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7945 members 
Mstep: Class 13 contains 13091 members 
Mstep: Class 14 contains 170757 members 
Mstep: Class 15 contains 5819 members 
Mstep: Class 16 contains 55266 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 175792 members 
Mstep: Class 20 contains 14557 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44790 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249680.000000 Penalty: 99613.000000
Iteration 223Q: 30 clusters Score -1.242497e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 180810 members 
Mstep: Class 5 contains 21192 members 
Mstep: Class 6 contains 12532 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167405 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7908 members 
Mstep: Class 13 contains 13089 members 
Mstep: Class 14 contains 170747 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55264 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 175792 members 
Mstep: Class 20 contains 14596 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44789 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249608.000000 Penalty: 99613.000000
Iteration 224Q: 30 clusters Score -1.242496e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 180806 members 
Mstep: Class 5 contains 21202 members 
Mstep: Class 6 contains 12536 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167402 members 
Mstep: Class 9 contains 16466 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 7868 members 
Mstep: Class 13 contains 13086 members 
Mstep: Class 14 contains 170735 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55262 members 
Mstep: Class 17 contains 10853 members 
Mstep: Class 18 contains 4889 members 
Mstep: Class 19 contains 175794 members 
Mstep: Class 20 contains 14642 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44790 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249624.000000 Penalty: 99613.000000
Iteration 225Q: 30 clusters Score -1.242496e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 180804 members 
Mstep: Class 5 contains 21211 members 
Mstep: Class 6 contains 12539 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167399 members 
Mstep: Class 9 contains 16470 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 19516 members 
Mstep: Class 12 contains 7837 members 
Mstep: Class 13 contains 13081 members 
Mstep: Class 14 contains 170732 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55257 members 
Mstep: Class 17 contains 10853 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 175787 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249608.000000 Penalty: 99613.000000
Iteration 226Q: 30 clusters Score -1.242496e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 180803 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 12545 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167404 members 
Mstep: Class 9 contains 16466 members 
Mstep: Class 10 contains 29196 members 
Mstep: Class 11 contains 19513 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 13078 members 
Mstep: Class 14 contains 170724 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10853 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 175788 members 
Mstep: Class 20 contains 14707 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44790 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 3530 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10087 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249608.000000 Penalty: 99613.000000
Iteration 227Q: 30 clusters Score -1.242496e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 180801 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 12547 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167407 members 
Mstep: Class 9 contains 16465 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170717 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 175784 members 
Mstep: Class 20 contains 14722 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3531 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249712.000000 Penalty: 99613.000000
Iteration 228Q: 30 clusters Score -1.242497e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180805 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 12549 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167405 members 
Mstep: Class 9 contains 16465 members 
Mstep: Class 10 contains 29193 members 
Mstep: Class 11 contains 19516 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170710 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 175783 members 
Mstep: Class 20 contains 14733 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44787 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3531 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249728.000000 Penalty: 99613.000000
Iteration 229Q: 30 clusters Score -1.242497e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180802 members 
Mstep: Class 5 contains 21223 members 
Mstep: Class 6 contains 12548 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 167405 members 
Mstep: Class 9 contains 16464 members 
Mstep: Class 10 contains 29195 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7773 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170707 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 175784 members 
Mstep: Class 20 contains 14745 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3533 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249736.000000 Penalty: 99613.000000
Iteration 230Q: 30 clusters Score -1.242497e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180805 members 
Mstep: Class 5 contains 21225 members 
Mstep: Class 6 contains 12542 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167407 members 
Mstep: Class 9 contains 16463 members 
Mstep: Class 10 contains 29195 members 
Mstep: Class 11 contains 19516 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170702 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55248 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 175786 members 
Mstep: Class 20 contains 14759 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44787 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3533 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249720.000000 Penalty: 99613.000000
Iteration 231Q: 30 clusters Score -1.242497e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180803 members 
Mstep: Class 5 contains 21222 members 
Mstep: Class 6 contains 12535 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167409 members 
Mstep: Class 9 contains 16462 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170706 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55246 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 175787 members 
Mstep: Class 20 contains 14770 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44789 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3532 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249616.000000 Penalty: 99613.000000
Iteration 232Q: 30 clusters Score -1.242496e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180794 members 
Mstep: Class 5 contains 21223 members 
Mstep: Class 6 contains 12535 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167405 members 
Mstep: Class 9 contains 16459 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7741 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170709 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55247 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 175790 members 
Mstep: Class 20 contains 14780 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3533 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249688.000000 Penalty: 99613.000000
Iteration 233Q: 30 clusters Score -1.242497e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180784 members 
Mstep: Class 5 contains 21227 members 
Mstep: Class 6 contains 12531 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167408 members 
Mstep: Class 9 contains 16458 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 7733 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170709 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55247 members 
Mstep: Class 17 contains 10859 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 19 contains 175791 members 
Mstep: Class 20 contains 14788 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44793 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3537 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249608.000000 Penalty: 99613.000000
Iteration 234Q: 30 clusters Score -1.242496e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180779 members 
Mstep: Class 5 contains 21232 members 
Mstep: Class 6 contains 12528 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167408 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 29193 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 7727 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170704 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55246 members 
Mstep: Class 17 contains 10858 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 175796 members 
Mstep: Class 20 contains 14791 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44792 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3544 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249728.000000 Penalty: 99613.000000
Iteration 235Q: 30 clusters Score -1.242497e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180774 members 
Mstep: Class 5 contains 21238 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167412 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 29193 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7718 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 170702 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55247 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 175798 members 
Mstep: Class 20 contains 14801 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44792 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3547 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28640 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249680.000000 Penalty: 99613.000000
Iteration 236Q: 30 clusters Score -1.242497e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180768 members 
Mstep: Class 5 contains 21250 members 
Mstep: Class 6 contains 12512 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167416 members 
Mstep: Class 9 contains 16457 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 13079 members 
Mstep: Class 14 contains 170694 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 55247 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 175804 members 
Mstep: Class 20 contains 14817 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44790 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3552 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249728.000000 Penalty: 99613.000000
Iteration 237Q: 30 clusters Score -1.242497e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180756 members 
Mstep: Class 5 contains 21262 members 
Mstep: Class 6 contains 12509 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 167419 members 
Mstep: Class 9 contains 16453 members 
Mstep: Class 10 contains 29189 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 7688 members 
Mstep: Class 13 contains 13081 members 
Mstep: Class 14 contains 170687 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55248 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 175811 members 
Mstep: Class 20 contains 14827 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3557 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249728.000000 Penalty: 99613.000000
Iteration 238Q: 30 clusters Score -1.242497e+08 nChanged 88
Entering ConstructFrom: 
Score: -124249728.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -28444.871094 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28444.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27276.880859 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27276.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27535.390625 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -27535.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27662.441406 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -27662.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27807.599609 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -27807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27957.119141 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27957.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28042.302734 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28042.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28083.238281 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28083.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28108.095703 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28118.708984 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -28118.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28123.970703 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -28123.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28123.970703 Penalty: 2832.371582
	Iteration 10F: 3 clusters Score -28123.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -47242.804688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -47242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45853.988281 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -45853.99 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46397.441406 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -46397.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46702.648438 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -46702.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46889.769531 Penalty: 3076.457764
	Iteration 3F: 3 clusters Score -46889.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47097.757812 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -47097.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47206.527344 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -47206.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47269.472656 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -47269.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47347.679688 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -47347.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47374.484375 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -47374.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47387.738281 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -47387.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47401.566406 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -47401.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47426.781250 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -47426.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47467.882812 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -47467.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47478.132812 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -47478.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47481.421875 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -47481.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47485.371094 Penalty: 3076.457764
	Iteration 15F: 3 clusters Score -47485.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47492.613281 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -47492.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47513.558594 Penalty: 3076.457764
	Iteration 17Q: 3 clusters Score -47513.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47565.175781 Penalty: 3076.457764
	Iteration 18Q: 3 clusters Score -47565.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47635.500000 Penalty: 3076.457764
	Iteration 19Q: 3 clusters Score -47635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47787.488281 Penalty: 3076.457764
	Iteration 20F: 3 clusters Score -47787.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47810.644531 Penalty: 3076.457764
	Iteration 21Q: 3 clusters Score -47810.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47810.644531 Penalty: 3076.457764
	Iteration 22F: 3 clusters Score -47810.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180756 members 
Mstep: Class 5 contains 21266 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 167419 members 
Mstep: Class 9 contains 16447 members 
Mstep: Class 10 contains 29188 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 13080 members 
Mstep: Class 14 contains 170683 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 175807 members 
Mstep: Class 20 contains 14834 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44784 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3559 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19670 members 
Mstep: Class 30 contains 179 members 
Entering Unmasked Estep 
Score: -124248408.000000 Penalty: 103047.937500
Splitting cluster 2 changes total score from -124249728.000000 to -124248408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -338549.156250 Penalty: 1982.082642
	Iteration 0F: 2 clusters Score -338549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -335384.375000 Penalty: 3964.165283
	Iteration 0F: 3 clusters Score -335384.4 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -336136.437500 Penalty: 3964.165283
	Iteration 1F: 3 clusters Score -336136.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -336341.218750 Penalty: 3964.165283
	Iteration 2F: 3 clusters Score -336341.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -336472.562500 Penalty: 3964.165283
	Iteration 3Q: 3 clusters Score -336472.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -336591.812500 Penalty: 3964.165283
	Iteration 4Q: 3 clusters Score -336591.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -336662.875000 Penalty: 3964.165283
	Iteration 5Q: 3 clusters Score -336662.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -336724.343750 Penalty: 3964.165283
	Iteration 6Q: 3 clusters Score -336724.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -336771.281250 Penalty: 3964.165283
	Iteration 7Q: 3 clusters Score -336771.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -336824.156250 Penalty: 3964.165283
	Iteration 8Q: 3 clusters Score -336824.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -336876.687500 Penalty: 3964.165283
	Iteration 9Q: 3 clusters Score -336876.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -336917.687500 Penalty: 3964.165283
	Iteration 10Q: 3 clusters Score -336917.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -336952.343750 Penalty: 3964.165283
	Iteration 11Q: 3 clusters Score -336952.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -336990.812500 Penalty: 3964.165283
	Iteration 12Q: 3 clusters Score -336990.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -337036.562500 Penalty: 3964.165283
	Iteration 13Q: 3 clusters Score -337036.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -337073.750000 Penalty: 3964.165283
	Iteration 14Q: 3 clusters Score -337073.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -337108.718750 Penalty: 3964.165283
	Iteration 15Q: 3 clusters Score -337108.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -337143.093750 Penalty: 3964.165283
	Iteration 16Q: 3 clusters Score -337143.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -337190.437500 Penalty: 3964.165283
	Iteration 17Q: 3 clusters Score -337190.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -337234.343750 Penalty: 3964.165283
	Iteration 18Q: 3 clusters Score -337234.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -337274.156250 Penalty: 3964.165283
	Iteration 19Q: 3 clusters Score -337274.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -337317.000000 Penalty: 3964.165283
	Iteration 20F: 3 clusters Score -337317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -337361.343750 Penalty: 3964.165283
	Iteration 21Q: 3 clusters Score -337361.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -337403.468750 Penalty: 3964.165283
	Iteration 22Q: 3 clusters Score -337403.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -337439.437500 Penalty: 3964.165283
	Iteration 23Q: 3 clusters Score -337439.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -337470.937500 Penalty: 3964.165283
	Iteration 24Q: 3 clusters Score -337470.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -337500.875000 Penalty: 3964.165283
	Iteration 25Q: 3 clusters Score -337500.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -337527.375000 Penalty: 3964.165283
	Iteration 26Q: 3 clusters Score -337527.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -337547.281250 Penalty: 3964.165283
	Iteration 27Q: 3 clusters Score -337547.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -337559.000000 Penalty: 3964.165283
	Iteration 28Q: 3 clusters Score -337559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -337571.062500 Penalty: 3964.165283
	Iteration 29Q: 3 clusters Score -337571.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -337581.687500 Penalty: 3964.165283
	Iteration 30Q: 3 clusters Score -337581.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -337591.156250 Penalty: 3964.165283
	Iteration 31Q: 3 clusters Score -337591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -337600.218750 Penalty: 3964.165283
	Iteration 32Q: 3 clusters Score -337600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -337607.218750 Penalty: 3964.165283
	Iteration 33Q: 3 clusters Score -337607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -337612.093750 Penalty: 3964.165283
	Iteration 34Q: 3 clusters Score -337612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -337616.031250 Penalty: 3964.165283
	Iteration 35Q: 3 clusters Score -337616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -337620.062500 Penalty: 3964.165283
	Iteration 36Q: 3 clusters Score -337620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -337621.312500 Penalty: 3964.165283
	Iteration 37Q: 3 clusters Score -337621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -337621.625000 Penalty: 3964.165283
	Iteration 38Q: 3 clusters Score -337621.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -337621.625000 Penalty: 3964.165283
	Iteration 39F: 3 clusters Score -337621.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180756 members 
Entering Unmasked Estep 
Score: -22526654.000000 Penalty: 3002.016113
	Iteration 0F: 2 clusters Score -2.252665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -22410462.000000 Penalty: 6004.032227
	Iteration 0F: 3 clusters Score -2.241046e+07 nChanged 86439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -22460632.000000 Penalty: 6004.032227
	Iteration 1F: 3 clusters Score -2.246063e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -22461728.000000 Penalty: 6004.032227
	Iteration 2Q: 3 clusters Score -2.246173e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -22463128.000000 Penalty: 6004.032227
	Iteration 3Q: 3 clusters Score -2.246313e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -22465030.000000 Penalty: 6004.032227
	Iteration 4Q: 3 clusters Score -2.246503e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -22468316.000000 Penalty: 6004.032227
	Iteration 5Q: 3 clusters Score -2.246832e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -22473432.000000 Penalty: 6004.032227
	Iteration 6F: 3 clusters Score -2.247343e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123402 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -22480722.000000 Penalty: 6004.032227
	Iteration 7F: 3 clusters Score -2.248072e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135255 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -22489896.000000 Penalty: 6004.032227
	Iteration 8F: 3 clusters Score -2.24899e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -22499486.000000 Penalty: 6004.032227
	Iteration 9F: 3 clusters Score -2.249949e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -22508194.000000 Penalty: 6004.032227
	Iteration 10F: 3 clusters Score -2.250819e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -22514998.000000 Penalty: 6004.032227
	Iteration 11Q: 3 clusters Score -2.2515e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -22518790.000000 Penalty: 6004.032227
	Iteration 12Q: 3 clusters Score -2.251879e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174154 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -22521050.000000 Penalty: 6004.032227
	Iteration 13Q: 3 clusters Score -2.252105e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176192 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -22522324.000000 Penalty: 6004.032227
	Iteration 14Q: 3 clusters Score -2.252232e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177349 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -22523050.000000 Penalty: 6004.032227
	Iteration 15Q: 3 clusters Score -2.252305e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -22523486.000000 Penalty: 6004.032227
	Iteration 16Q: 3 clusters Score -2.252349e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -22523656.000000 Penalty: 6004.032227
	Iteration 17Q: 3 clusters Score -2.252366e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178794 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -22523784.000000 Penalty: 6004.032227
	Iteration 18Q: 3 clusters Score -2.252378e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22523888.000000 Penalty: 6004.032227
	Iteration 19Q: 3 clusters Score -2.252389e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179208 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22524032.000000 Penalty: 6004.032227
	Iteration 20F: 3 clusters Score -2.252403e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179342 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22524060.000000 Penalty: 6004.032227
	Iteration 21Q: 3 clusters Score -2.252406e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179449 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22524096.000000 Penalty: 6004.032227
	Iteration 22Q: 3 clusters Score -2.25241e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22524116.000000 Penalty: 6004.032227
	Iteration 23Q: 3 clusters Score -2.252412e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179587 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22524158.000000 Penalty: 6004.032227
	Iteration 24Q: 3 clusters Score -2.252416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179632 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22524186.000000 Penalty: 6004.032227
	Iteration 25Q: 3 clusters Score -2.252419e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179680 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22524200.000000 Penalty: 6004.032227
	Iteration 26Q: 3 clusters Score -2.25242e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22524194.000000 Penalty: 6004.032227
	Iteration 27Q: 3 clusters Score -2.252419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179745 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22524214.000000 Penalty: 6004.032227
	Iteration 28Q: 3 clusters Score -2.252421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179775 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -22524224.000000 Penalty: 6004.032227
	Iteration 29Q: 3 clusters Score -2.252422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179796 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -22524222.000000 Penalty: 6004.032227
	Iteration 30Q: 3 clusters Score -2.252422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179821 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22524220.000000 Penalty: 6004.032227
	Iteration 31Q: 3 clusters Score -2.252422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179845 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22524242.000000 Penalty: 6004.032227
	Iteration 32Q: 3 clusters Score -2.252424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179865 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22524244.000000 Penalty: 6004.032227
	Iteration 33Q: 3 clusters Score -2.252424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179878 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22524256.000000 Penalty: 6004.032227
	Iteration 34Q: 3 clusters Score -2.252426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179887 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22524262.000000 Penalty: 6004.032227
	Iteration 35Q: 3 clusters Score -2.252426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179899 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22524284.000000 Penalty: 6004.032227
	Iteration 36Q: 3 clusters Score -2.252428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179907 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22524260.000000 Penalty: 6004.032227
	Iteration 37Q: 3 clusters Score -2.252426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179920 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22524270.000000 Penalty: 6004.032227
	Iteration 38Q: 3 clusters Score -2.252427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22524262.000000 Penalty: 6004.032227
	Iteration 39Q: 3 clusters Score -2.252426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179940 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -22524260.000000 Penalty: 6004.032227
	Iteration 40F: 3 clusters Score -2.252426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179946 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22524262.000000 Penalty: 6004.032227
	Iteration 41Q: 3 clusters Score -2.252426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22524268.000000 Penalty: 6004.032227
	Iteration 42Q: 3 clusters Score -2.252427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179955 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22524280.000000 Penalty: 6004.032227
	Iteration 43Q: 3 clusters Score -2.252428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179960 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22524280.000000 Penalty: 6004.032227
	Iteration 44Q: 3 clusters Score -2.252428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22524270.000000 Penalty: 6004.032227
	Iteration 45Q: 3 clusters Score -2.252427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179971 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22524270.000000 Penalty: 6004.032227
	Iteration 46Q: 3 clusters Score -2.252427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179973 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22524262.000000 Penalty: 6004.032227
	Iteration 47Q: 3 clusters Score -2.252426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179977 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22524252.000000 Penalty: 6004.032227
	Iteration 48Q: 3 clusters Score -2.252425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179981 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -22524276.000000 Penalty: 6004.032227
	Iteration 49Q: 3 clusters Score -2.252428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179986 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22524284.000000 Penalty: 6004.032227
	Iteration 50Q: 3 clusters Score -2.252428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179991 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22524292.000000 Penalty: 6004.032227
	Iteration 51Q: 3 clusters Score -2.252429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179996 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -22524304.000000 Penalty: 6004.032227
	Iteration 52Q: 3 clusters Score -2.25243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180001 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22524308.000000 Penalty: 6004.032227
	Iteration 53Q: 3 clusters Score -2.252431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22524306.000000 Penalty: 6004.032227
	Iteration 54Q: 3 clusters Score -2.252431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180010 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -22524298.000000 Penalty: 6004.032227
	Iteration 55Q: 3 clusters Score -2.25243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22524294.000000 Penalty: 6004.032227
	Iteration 56Q: 3 clusters Score -2.252429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180016 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22524304.000000 Penalty: 6004.032227
	Iteration 57Q: 3 clusters Score -2.25243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180022 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22524300.000000 Penalty: 6004.032227
	Iteration 58Q: 3 clusters Score -2.25243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22524298.000000 Penalty: 6004.032227
	Iteration 59Q: 3 clusters Score -2.25243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180033 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22524314.000000 Penalty: 6004.032227
	Iteration 60F: 3 clusters Score -2.252431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22524308.000000 Penalty: 6004.032227
	Iteration 61Q: 3 clusters Score -2.252431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22524308.000000 Penalty: 6004.032227
	Iteration 62F: 3 clusters Score -2.252431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Entering Unmasked Estep 
Score: -2545633.000000 Penalty: 2471.286377
	Iteration 0F: 2 clusters Score -2545633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2530782.500000 Penalty: 4942.572754
	Iteration 0F: 3 clusters Score -2530782 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2535841.750000 Penalty: 4942.572754
	Iteration 1F: 3 clusters Score -2535842 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2536330.250000 Penalty: 4942.572754
	Iteration 2F: 3 clusters Score -2536330 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2536827.750000 Penalty: 4942.572754
	Iteration 3Q: 3 clusters Score -2536828 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2537368.000000 Penalty: 4942.572754
	Iteration 4F: 3 clusters Score -2537368 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2537889.500000 Penalty: 4942.572754
	Iteration 5F: 3 clusters Score -2537890 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2538455.500000 Penalty: 4942.572754
	Iteration 6F: 3 clusters Score -2538456 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2539032.500000 Penalty: 4942.572754
	Iteration 7F: 3 clusters Score -2539032 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2539666.500000 Penalty: 4942.572754
	Iteration 8F: 3 clusters Score -2539666 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2540263.750000 Penalty: 4942.572754
	Iteration 9Q: 3 clusters Score -2540264 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2540816.750000 Penalty: 4942.572754
	Iteration 10Q: 3 clusters Score -2540817 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2541331.000000 Penalty: 4942.572754
	Iteration 11Q: 3 clusters Score -2541331 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2541785.750000 Penalty: 4942.572754
	Iteration 12Q: 3 clusters Score -2541786 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2542231.500000 Penalty: 4942.572754
	Iteration 13Q: 3 clusters Score -2542232 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2542589.000000 Penalty: 4942.572754
	Iteration 14Q: 3 clusters Score -2542589 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2542864.000000 Penalty: 4942.572754
	Iteration 15Q: 3 clusters Score -2542864 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2543081.750000 Penalty: 4942.572754
	Iteration 16Q: 3 clusters Score -2543082 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2543260.750000 Penalty: 4942.572754
	Iteration 17Q: 3 clusters Score -2543261 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2543407.000000 Penalty: 4942.572754
	Iteration 18Q: 3 clusters Score -2543407 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2543540.500000 Penalty: 4942.572754
	Iteration 19Q: 3 clusters Score -2543540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2543669.000000 Penalty: 4942.572754
	Iteration 20F: 3 clusters Score -2543669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2543774.250000 Penalty: 4942.572754
	Iteration 21Q: 3 clusters Score -2543774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2543840.500000 Penalty: 4942.572754
	Iteration 22Q: 3 clusters Score -2543840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2543884.500000 Penalty: 4942.572754
	Iteration 23Q: 3 clusters Score -2543884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2543905.500000 Penalty: 4942.572754
	Iteration 24Q: 3 clusters Score -2543906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2543927.500000 Penalty: 4942.572754
	Iteration 25Q: 3 clusters Score -2543928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2543937.500000 Penalty: 4942.572754
	Iteration 26Q: 3 clusters Score -2543938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2543954.250000 Penalty: 4942.572754
	Iteration 27Q: 3 clusters Score -2543954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2543959.250000 Penalty: 4942.572754
	Iteration 28Q: 3 clusters Score -2543959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2543961.250000 Penalty: 4942.572754
	Iteration 29Q: 3 clusters Score -2543961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2543964.250000 Penalty: 4942.572754
	Iteration 30Q: 3 clusters Score -2543964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2543973.500000 Penalty: 4942.572754
	Iteration 31Q: 3 clusters Score -2543974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2543981.250000 Penalty: 4942.572754
	Iteration 32Q: 3 clusters Score -2543981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2543988.250000 Penalty: 4942.572754
	Iteration 33Q: 3 clusters Score -2543988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2543992.000000 Penalty: 4942.572754
	Iteration 34Q: 3 clusters Score -2543992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2543992.500000 Penalty: 4942.572754
	Iteration 35Q: 3 clusters Score -2543992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2544000.250000 Penalty: 4942.572754
	Iteration 36Q: 3 clusters Score -2544000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2543999.500000 Penalty: 4942.572754
	Iteration 37Q: 3 clusters Score -2544000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2543996.750000 Penalty: 4942.572754
	Iteration 38Q: 3 clusters Score -2543997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2543996.750000 Penalty: 4942.572754
	Iteration 39F: 3 clusters Score -2543997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1457473.125000 Penalty: 2339.761963
	Iteration 0F: 2 clusters Score -1457473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1448229.875000 Penalty: 4679.523926
	Iteration 0F: 3 clusters Score -1448230 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1451097.250000 Penalty: 4679.523926
	Iteration 1F: 3 clusters Score -1451097 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1451434.875000 Penalty: 4679.523926
	Iteration 2F: 3 clusters Score -1451435 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1451706.375000 Penalty: 4679.523926
	Iteration 3F: 3 clusters Score -1451706 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1451972.500000 Penalty: 4679.523926
	Iteration 4Q: 3 clusters Score -1451972 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1452299.625000 Penalty: 4679.523926
	Iteration 5Q: 3 clusters Score -1452300 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1452681.375000 Penalty: 4679.523926
	Iteration 6Q: 3 clusters Score -1452681 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1453085.375000 Penalty: 4679.523926
	Iteration 7Q: 3 clusters Score -1453085 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1453526.375000 Penalty: 4679.523926
	Iteration 8F: 3 clusters Score -1453526 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1453913.750000 Penalty: 4679.523926
	Iteration 9F: 3 clusters Score -1453914 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1454262.875000 Penalty: 4679.523926
	Iteration 10Q: 3 clusters Score -1454263 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1454534.250000 Penalty: 4679.523926
	Iteration 11Q: 3 clusters Score -1454534 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1454746.625000 Penalty: 4679.523926
	Iteration 12Q: 3 clusters Score -1454747 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1454858.875000 Penalty: 4679.523926
	Iteration 13Q: 3 clusters Score -1454859 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1454935.875000 Penalty: 4679.523926
	Iteration 14Q: 3 clusters Score -1454936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1455000.500000 Penalty: 4679.523926
	Iteration 15Q: 3 clusters Score -1455000 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1455063.125000 Penalty: 4679.523926
	Iteration 16Q: 3 clusters Score -1455063 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1455115.500000 Penalty: 4679.523926
	Iteration 17Q: 3 clusters Score -1455116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1455173.875000 Penalty: 4679.523926
	Iteration 18Q: 3 clusters Score -1455174 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1455225.750000 Penalty: 4679.523926
	Iteration 19Q: 3 clusters Score -1455226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1455281.500000 Penalty: 4679.523926
	Iteration 20F: 3 clusters Score -1455282 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1455342.875000 Penalty: 4679.523926
	Iteration 21Q: 3 clusters Score -1455343 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1455401.250000 Penalty: 4679.523926
	Iteration 22Q: 3 clusters Score -1455401 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1455441.875000 Penalty: 4679.523926
	Iteration 23Q: 3 clusters Score -1455442 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1455475.750000 Penalty: 4679.523926
	Iteration 24Q: 3 clusters Score -1455476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1455516.375000 Penalty: 4679.523926
	Iteration 25Q: 3 clusters Score -1455516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1455556.000000 Penalty: 4679.523926
	Iteration 26Q: 3 clusters Score -1455556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1455593.250000 Penalty: 4679.523926
	Iteration 27Q: 3 clusters Score -1455593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1455640.500000 Penalty: 4679.523926
	Iteration 28Q: 3 clusters Score -1455640 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1455679.875000 Penalty: 4679.523926
	Iteration 29Q: 3 clusters Score -1455680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1455727.375000 Penalty: 4679.523926
	Iteration 30Q: 3 clusters Score -1455727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1455776.750000 Penalty: 4679.523926
	Iteration 31Q: 3 clusters Score -1455777 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1455816.750000 Penalty: 4679.523926
	Iteration 32Q: 3 clusters Score -1455817 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1455855.250000 Penalty: 4679.523926
	Iteration 33Q: 3 clusters Score -1455855 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1455888.500000 Penalty: 4679.523926
	Iteration 34Q: 3 clusters Score -1455888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1455919.875000 Penalty: 4679.523926
	Iteration 35Q: 3 clusters Score -1455920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1455944.000000 Penalty: 4679.523926
	Iteration 36Q: 3 clusters Score -1455944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1455971.500000 Penalty: 4679.523926
	Iteration 37Q: 3 clusters Score -1455972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1455994.375000 Penalty: 4679.523926
	Iteration 38Q: 3 clusters Score -1455994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1456014.750000 Penalty: 4679.523926
	Iteration 39Q: 3 clusters Score -1456015 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1456044.375000 Penalty: 4679.523926
	Iteration 40F: 3 clusters Score -1456044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1456069.000000 Penalty: 4679.523926
	Iteration 41Q: 3 clusters Score -1456069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1456094.125000 Penalty: 4679.523926
	Iteration 42Q: 3 clusters Score -1456094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1456119.625000 Penalty: 4679.523926
	Iteration 43Q: 3 clusters Score -1456120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1456150.250000 Penalty: 4679.523926
	Iteration 44Q: 3 clusters Score -1456150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1456176.500000 Penalty: 4679.523926
	Iteration 45Q: 3 clusters Score -1456176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1456218.625000 Penalty: 4679.523926
	Iteration 46Q: 3 clusters Score -1456219 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1456259.000000 Penalty: 4679.523926
	Iteration 47Q: 3 clusters Score -1456259 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1456297.875000 Penalty: 4679.523926
	Iteration 48Q: 3 clusters Score -1456298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1456333.250000 Penalty: 4679.523926
	Iteration 49Q: 3 clusters Score -1456333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1456379.750000 Penalty: 4679.523926
	Iteration 50Q: 3 clusters Score -1456380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1456439.625000 Penalty: 4679.523926
	Iteration 51Q: 3 clusters Score -1456440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1456489.625000 Penalty: 4679.523926
	Iteration 52Q: 3 clusters Score -1456490 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1456540.750000 Penalty: 4679.523926
	Iteration 53Q: 3 clusters Score -1456541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1456583.250000 Penalty: 4679.523926
	Iteration 54Q: 3 clusters Score -1456583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1456616.125000 Penalty: 4679.523926
	Iteration 55Q: 3 clusters Score -1456616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1456645.375000 Penalty: 4679.523926
	Iteration 56Q: 3 clusters Score -1456645 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1456669.000000 Penalty: 4679.523926
	Iteration 57Q: 3 clusters Score -1456669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1456694.625000 Penalty: 4679.523926
	Iteration 58Q: 3 clusters Score -1456695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1456710.750000 Penalty: 4679.523926
	Iteration 59Q: 3 clusters Score -1456711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1456723.250000 Penalty: 4679.523926
	Iteration 60F: 3 clusters Score -1456723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1456727.125000 Penalty: 4679.523926
	Iteration 61Q: 3 clusters Score -1456727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1456732.875000 Penalty: 4679.523926
	Iteration 62Q: 3 clusters Score -1456733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1456740.375000 Penalty: 4679.523926
	Iteration 63Q: 3 clusters Score -1456740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1456742.375000 Penalty: 4679.523926
	Iteration 64Q: 3 clusters Score -1456742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1456743.000000 Penalty: 4679.523926
	Iteration 65Q: 3 clusters Score -1456743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1456748.375000 Penalty: 4679.523926
	Iteration 66Q: 3 clusters Score -1456748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1456748.125000 Penalty: 4679.523926
	Iteration 67Q: 3 clusters Score -1456748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1456749.625000 Penalty: 4679.523926
	Iteration 68Q: 3 clusters Score -1456750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1456758.375000 Penalty: 4679.523926
	Iteration 69Q: 3 clusters Score -1456758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1456757.875000 Penalty: 4679.523926
	Iteration 70Q: 3 clusters Score -1456758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1456759.375000 Penalty: 4679.523926
	Iteration 71Q: 3 clusters Score -1456759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1456760.000000 Penalty: 4679.523926
	Iteration 72Q: 3 clusters Score -1456760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1456762.875000 Penalty: 4679.523926
	Iteration 73Q: 3 clusters Score -1456763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1456760.125000 Penalty: 4679.523926
	Iteration 74Q: 3 clusters Score -1456760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1456762.875000 Penalty: 4679.523926
	Iteration 75Q: 3 clusters Score -1456763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1456764.250000 Penalty: 4679.523926
	Iteration 76Q: 3 clusters Score -1456764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1456770.250000 Penalty: 4679.523926
	Iteration 77Q: 3 clusters Score -1456770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1456774.625000 Penalty: 4679.523926
	Iteration 78Q: 3 clusters Score -1456775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1456776.500000 Penalty: 4679.523926
	Iteration 79Q: 3 clusters Score -1456776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1456780.000000 Penalty: 4679.523926
	Iteration 80F: 3 clusters Score -1456780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1456779.500000 Penalty: 4679.523926
	Iteration 81Q: 3 clusters Score -1456780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1456783.000000 Penalty: 4679.523926
	Iteration 82Q: 3 clusters Score -1456783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1456787.500000 Penalty: 4679.523926
	Iteration 83Q: 3 clusters Score -1456788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1456786.750000 Penalty: 4679.523926
	Iteration 84Q: 3 clusters Score -1456787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1456790.500000 Penalty: 4679.523926
	Iteration 85Q: 3 clusters Score -1456790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1456793.125000 Penalty: 4679.523926
	Iteration 86Q: 3 clusters Score -1456793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1456794.875000 Penalty: 4679.523926
	Iteration 87Q: 3 clusters Score -1456795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1456798.000000 Penalty: 4679.523926
	Iteration 88Q: 3 clusters Score -1456798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1456799.750000 Penalty: 4679.523926
	Iteration 89Q: 3 clusters Score -1456800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1456798.875000 Penalty: 4679.523926
	Iteration 90Q: 3 clusters Score -1456799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1456798.750000 Penalty: 4679.523926
	Iteration 91Q: 3 clusters Score -1456799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1456797.500000 Penalty: 4679.523926
	Iteration 92Q: 3 clusters Score -1456798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1456801.625000 Penalty: 4679.523926
	Iteration 93Q: 3 clusters Score -1456802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1456801.250000 Penalty: 4679.523926
	Iteration 94Q: 3 clusters Score -1456801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1456796.625000 Penalty: 4679.523926
	Iteration 95Q: 3 clusters Score -1456797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1456796.250000 Penalty: 4679.523926
	Iteration 96Q: 3 clusters Score -1456796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1456797.125000 Penalty: 4679.523926
	Iteration 97Q: 3 clusters Score -1456797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1456800.750000 Penalty: 4679.523926
	Iteration 98Q: 3 clusters Score -1456801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1456801.250000 Penalty: 4679.523926
	Iteration 99Q: 3 clusters Score -1456801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1456802.375000 Penalty: 4679.523926
	Iteration 100F: 3 clusters Score -1456802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1456802.250000 Penalty: 4679.523926
	Iteration 101Q: 3 clusters Score -1456802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1456802.125000 Penalty: 4679.523926
	Iteration 102Q: 3 clusters Score -1456802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1456802.125000 Penalty: 4679.523926
	Iteration 103F: 3 clusters Score -1456802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -593782.687500 Penalty: 2115.124268
	Iteration 0F: 2 clusters Score -593782.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -589207.812500 Penalty: 4230.248535
	Iteration 0F: 3 clusters Score -589207.8 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -590417.000000 Penalty: 4230.248535
	Iteration 1F: 3 clusters Score -590417 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -590725.812500 Penalty: 4230.248535
	Iteration 2F: 3 clusters Score -590725.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -590990.625000 Penalty: 4230.248535
	Iteration 3F: 3 clusters Score -590990.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -591198.062500 Penalty: 4230.248535
	Iteration 4Q: 3 clusters Score -591198.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -591354.375000 Penalty: 4230.248535
	Iteration 5Q: 3 clusters Score -591354.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -591468.687500 Penalty: 4230.248535
	Iteration 6Q: 3 clusters Score -591468.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -591569.937500 Penalty: 4230.248535
	Iteration 7Q: 3 clusters Score -591569.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -591665.500000 Penalty: 4230.248535
	Iteration 8Q: 3 clusters Score -591665.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -591754.312500 Penalty: 4230.248535
	Iteration 9Q: 3 clusters Score -591754.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -591812.500000 Penalty: 4230.248535
	Iteration 10Q: 3 clusters Score -591812.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -591851.375000 Penalty: 4230.248535
	Iteration 11Q: 3 clusters Score -591851.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -591881.000000 Penalty: 4230.248535
	Iteration 12Q: 3 clusters Score -591881 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -591919.062500 Penalty: 4230.248535
	Iteration 13Q: 3 clusters Score -591919.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -591945.625000 Penalty: 4230.248535
	Iteration 14Q: 3 clusters Score -591945.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -591975.312500 Penalty: 4230.248535
	Iteration 15Q: 3 clusters Score -591975.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -591997.625000 Penalty: 4230.248535
	Iteration 16Q: 3 clusters Score -591997.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -592019.875000 Penalty: 4230.248535
	Iteration 17Q: 3 clusters Score -592019.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -592038.937500 Penalty: 4230.248535
	Iteration 18Q: 3 clusters Score -592038.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -592056.250000 Penalty: 4230.248535
	Iteration 19Q: 3 clusters Score -592056.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -592074.062500 Penalty: 4230.248535
	Iteration 20F: 3 clusters Score -592074.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -592096.687500 Penalty: 4230.248535
	Iteration 21Q: 3 clusters Score -592096.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -592127.375000 Penalty: 4230.248535
	Iteration 22Q: 3 clusters Score -592127.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -592163.625000 Penalty: 4230.248535
	Iteration 23Q: 3 clusters Score -592163.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -592214.625000 Penalty: 4230.248535
	Iteration 24Q: 3 clusters Score -592214.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -592256.125000 Penalty: 4230.248535
	Iteration 25Q: 3 clusters Score -592256.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -592281.062500 Penalty: 4230.248535
	Iteration 26Q: 3 clusters Score -592281.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -592304.062500 Penalty: 4230.248535
	Iteration 27Q: 3 clusters Score -592304.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -592329.125000 Penalty: 4230.248535
	Iteration 28Q: 3 clusters Score -592329.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -592353.875000 Penalty: 4230.248535
	Iteration 29Q: 3 clusters Score -592353.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -592377.312500 Penalty: 4230.248535
	Iteration 30Q: 3 clusters Score -592377.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -592397.250000 Penalty: 4230.248535
	Iteration 31Q: 3 clusters Score -592397.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -592412.437500 Penalty: 4230.248535
	Iteration 32Q: 3 clusters Score -592412.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -592423.250000 Penalty: 4230.248535
	Iteration 33Q: 3 clusters Score -592423.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -592429.562500 Penalty: 4230.248535
	Iteration 34Q: 3 clusters Score -592429.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -592438.750000 Penalty: 4230.248535
	Iteration 35Q: 3 clusters Score -592438.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -592442.312500 Penalty: 4230.248535
	Iteration 36Q: 3 clusters Score -592442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -592446.250000 Penalty: 4230.248535
	Iteration 37Q: 3 clusters Score -592446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -592447.562500 Penalty: 4230.248535
	Iteration 38Q: 3 clusters Score -592447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -592448.812500 Penalty: 4230.248535
	Iteration 39Q: 3 clusters Score -592448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -592449.187500 Penalty: 4230.248535
	Iteration 40F: 3 clusters Score -592449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -592450.437500 Penalty: 4230.248535
	Iteration 41Q: 3 clusters Score -592450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -592459.250000 Penalty: 4230.248535
	Iteration 42Q: 3 clusters Score -592459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -592464.375000 Penalty: 4230.248535
	Iteration 43Q: 3 clusters Score -592464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -592469.687500 Penalty: 4230.248535
	Iteration 44Q: 3 clusters Score -592469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -592473.125000 Penalty: 4230.248535
	Iteration 45Q: 3 clusters Score -592473.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -592475.687500 Penalty: 4230.248535
	Iteration 46Q: 3 clusters Score -592475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -592475.937500 Penalty: 4230.248535
	Iteration 47Q: 3 clusters Score -592475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -592475.937500 Penalty: 4230.248535
	Iteration 48F: 3 clusters Score -592475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Entering Unmasked Estep 
Score: -20402624.000000 Penalty: 2983.007080
	Iteration 0F: 2 clusters Score -2.040262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -20291784.000000 Penalty: 5966.014160
	Iteration 0F: 3 clusters Score -2.029178e+07 nChanged 80358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -20338962.000000 Penalty: 5966.014160
	Iteration 1F: 3 clusters Score -2.033896e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -20340438.000000 Penalty: 5966.014160
	Iteration 2Q: 3 clusters Score -2.034044e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -20342452.000000 Penalty: 5966.014160
	Iteration 3Q: 3 clusters Score -2.034245e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -20345086.000000 Penalty: 5966.014160
	Iteration 4Q: 3 clusters Score -2.034509e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -20348498.000000 Penalty: 5966.014160
	Iteration 5Q: 3 clusters Score -2.03485e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -20353046.000000 Penalty: 5966.014160
	Iteration 6F: 3 clusters Score -2.035305e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -20357598.000000 Penalty: 5966.014160
	Iteration 7F: 3 clusters Score -2.03576e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -20361954.000000 Penalty: 5966.014160
	Iteration 8F: 3 clusters Score -2.036195e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -20365538.000000 Penalty: 5966.014160
	Iteration 9Q: 3 clusters Score -2.036554e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -20368620.000000 Penalty: 5966.014160
	Iteration 10Q: 3 clusters Score -2.036862e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -20371272.000000 Penalty: 5966.014160
	Iteration 11Q: 3 clusters Score -2.037127e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -20374366.000000 Penalty: 5966.014160
	Iteration 12Q: 3 clusters Score -2.037437e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -20377028.000000 Penalty: 5966.014160
	Iteration 13Q: 3 clusters Score -2.037703e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112110 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -20379144.000000 Penalty: 5966.014160
	Iteration 14Q: 3 clusters Score -2.037914e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -20380742.000000 Penalty: 5966.014160
	Iteration 15Q: 3 clusters Score -2.038074e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119869 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -20382144.000000 Penalty: 5966.014160
	Iteration 16Q: 3 clusters Score -2.038214e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -20383350.000000 Penalty: 5966.014160
	Iteration 17Q: 3 clusters Score -2.038335e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -20384610.000000 Penalty: 5966.014160
	Iteration 18Q: 3 clusters Score -2.038461e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130499 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -20385762.000000 Penalty: 5966.014160
	Iteration 19Q: 3 clusters Score -2.038576e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134153 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -20386970.000000 Penalty: 5966.014160
	Iteration 20F: 3 clusters Score -2.038697e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137916 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -20388582.000000 Penalty: 5966.014160
	Iteration 21Q: 3 clusters Score -2.038858e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -20390296.000000 Penalty: 5966.014160
	Iteration 22Q: 3 clusters Score -2.03903e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -20392254.000000 Penalty: 5966.014160
	Iteration 23Q: 3 clusters Score -2.039225e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149568 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -20393884.000000 Penalty: 5966.014160
	Iteration 24Q: 3 clusters Score -2.039388e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153136 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -20395596.000000 Penalty: 5966.014160
	Iteration 25Q: 3 clusters Score -2.03956e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -20396866.000000 Penalty: 5966.014160
	Iteration 26Q: 3 clusters Score -2.039687e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -20397932.000000 Penalty: 5966.014160
	Iteration 27Q: 3 clusters Score -2.039793e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -20398686.000000 Penalty: 5966.014160
	Iteration 28Q: 3 clusters Score -2.039869e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -20399304.000000 Penalty: 5966.014160
	Iteration 29Q: 3 clusters Score -2.03993e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -20399654.000000 Penalty: 5966.014160
	Iteration 30Q: 3 clusters Score -2.039965e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163431 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -20399880.000000 Penalty: 5966.014160
	Iteration 31Q: 3 clusters Score -2.039988e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -20400052.000000 Penalty: 5966.014160
	Iteration 32Q: 3 clusters Score -2.040005e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20400210.000000 Penalty: 5966.014160
	Iteration 33Q: 3 clusters Score -2.040021e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164576 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -20400314.000000 Penalty: 5966.014160
	Iteration 34Q: 3 clusters Score -2.040031e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -20400386.000000 Penalty: 5966.014160
	Iteration 35Q: 3 clusters Score -2.040039e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164962 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20400454.000000 Penalty: 5966.014160
	Iteration 36Q: 3 clusters Score -2.040045e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -20400464.000000 Penalty: 5966.014160
	Iteration 37Q: 3 clusters Score -2.040046e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165220 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20400506.000000 Penalty: 5966.014160
	Iteration 38Q: 3 clusters Score -2.040051e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20400520.000000 Penalty: 5966.014160
	Iteration 39Q: 3 clusters Score -2.040052e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -20400542.000000 Penalty: 5966.014160
	Iteration 40F: 3 clusters Score -2.040054e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -20400558.000000 Penalty: 5966.014160
	Iteration 41Q: 3 clusters Score -2.040056e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -20400566.000000 Penalty: 5966.014160
	Iteration 42Q: 3 clusters Score -2.040057e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20400580.000000 Penalty: 5966.014160
	Iteration 43Q: 3 clusters Score -2.040058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -20400612.000000 Penalty: 5966.014160
	Iteration 44Q: 3 clusters Score -2.040061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20400622.000000 Penalty: 5966.014160
	Iteration 45Q: 3 clusters Score -2.040062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -20400630.000000 Penalty: 5966.014160
	Iteration 46Q: 3 clusters Score -2.040063e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165576 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -20400648.000000 Penalty: 5966.014160
	Iteration 47Q: 3 clusters Score -2.040065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -20400656.000000 Penalty: 5966.014160
	Iteration 48Q: 3 clusters Score -2.040066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20400648.000000 Penalty: 5966.014160
	Iteration 49Q: 3 clusters Score -2.040065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -20400660.000000 Penalty: 5966.014160
	Iteration 50Q: 3 clusters Score -2.040066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20400652.000000 Penalty: 5966.014160
	Iteration 51Q: 3 clusters Score -2.040065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20400664.000000 Penalty: 5966.014160
	Iteration 52Q: 3 clusters Score -2.040066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -20400658.000000 Penalty: 5966.014160
	Iteration 53Q: 3 clusters Score -2.040066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20400652.000000 Penalty: 5966.014160
	Iteration 54Q: 3 clusters Score -2.040065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20400658.000000 Penalty: 5966.014160
	Iteration 55Q: 3 clusters Score -2.040066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20400658.000000 Penalty: 5966.014160
	Iteration 56Q: 3 clusters Score -2.040066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20400660.000000 Penalty: 5966.014160
	Iteration 57Q: 3 clusters Score -2.040066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20400656.000000 Penalty: 5966.014160
	Iteration 58Q: 3 clusters Score -2.040066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20400656.000000 Penalty: 5966.014160
	Iteration 59F: 3 clusters Score -2.040066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Entering Unmasked Estep 
Score: -1927977.875000 Penalty: 2407.558838
	Iteration 0F: 2 clusters Score -1927978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1916183.500000 Penalty: 4815.117676
	Iteration 0F: 3 clusters Score -1916184 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1920048.250000 Penalty: 4815.117676
	Iteration 1F: 3 clusters Score -1920048 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1920453.750000 Penalty: 4815.117676
	Iteration 2F: 3 clusters Score -1920454 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1920796.375000 Penalty: 4815.117676
	Iteration 3Q: 3 clusters Score -1920796 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1921158.375000 Penalty: 4815.117676
	Iteration 4Q: 3 clusters Score -1921158 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1921652.250000 Penalty: 4815.117676
	Iteration 5Q: 3 clusters Score -1921652 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1922200.125000 Penalty: 4815.117676
	Iteration 6Q: 3 clusters Score -1922200 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1922655.500000 Penalty: 4815.117676
	Iteration 7Q: 3 clusters Score -1922656 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1923092.250000 Penalty: 4815.117676
	Iteration 8Q: 3 clusters Score -1923092 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1923605.125000 Penalty: 4815.117676
	Iteration 9Q: 3 clusters Score -1923605 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1924361.875000 Penalty: 4815.117676
	Iteration 10Q: 3 clusters Score -1924362 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1925130.125000 Penalty: 4815.117676
	Iteration 11Q: 3 clusters Score -1925130 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1925565.375000 Penalty: 4815.117676
	Iteration 12Q: 3 clusters Score -1925565 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1925807.375000 Penalty: 4815.117676
	Iteration 13Q: 3 clusters Score -1925807 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1925951.875000 Penalty: 4815.117676
	Iteration 14Q: 3 clusters Score -1925952 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1926024.500000 Penalty: 4815.117676
	Iteration 15Q: 3 clusters Score -1926024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1926076.000000 Penalty: 4815.117676
	Iteration 16Q: 3 clusters Score -1926076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1926116.125000 Penalty: 4815.117676
	Iteration 17Q: 3 clusters Score -1926116 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1926153.125000 Penalty: 4815.117676
	Iteration 18Q: 3 clusters Score -1926153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1926164.000000 Penalty: 4815.117676
	Iteration 19Q: 3 clusters Score -1926164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1926189.000000 Penalty: 4815.117676
	Iteration 20F: 3 clusters Score -1926189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1926205.000000 Penalty: 4815.117676
	Iteration 21Q: 3 clusters Score -1926205 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1926220.250000 Penalty: 4815.117676
	Iteration 22Q: 3 clusters Score -1926220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1926234.500000 Penalty: 4815.117676
	Iteration 23Q: 3 clusters Score -1926234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1926247.250000 Penalty: 4815.117676
	Iteration 24Q: 3 clusters Score -1926247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1926275.375000 Penalty: 4815.117676
	Iteration 25Q: 3 clusters Score -1926275 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1926304.625000 Penalty: 4815.117676
	Iteration 26Q: 3 clusters Score -1926305 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1926328.875000 Penalty: 4815.117676
	Iteration 27Q: 3 clusters Score -1926329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1926359.625000 Penalty: 4815.117676
	Iteration 28Q: 3 clusters Score -1926360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1926407.875000 Penalty: 4815.117676
	Iteration 29Q: 3 clusters Score -1926408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1926445.750000 Penalty: 4815.117676
	Iteration 30Q: 3 clusters Score -1926446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1926480.500000 Penalty: 4815.117676
	Iteration 31Q: 3 clusters Score -1926480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1926519.125000 Penalty: 4815.117676
	Iteration 32Q: 3 clusters Score -1926519 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1926544.250000 Penalty: 4815.117676
	Iteration 33Q: 3 clusters Score -1926544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1926587.250000 Penalty: 4815.117676
	Iteration 34Q: 3 clusters Score -1926587 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1926613.375000 Penalty: 4815.117676
	Iteration 35Q: 3 clusters Score -1926613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1926642.375000 Penalty: 4815.117676
	Iteration 36Q: 3 clusters Score -1926642 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1926666.500000 Penalty: 4815.117676
	Iteration 37Q: 3 clusters Score -1926666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1926687.125000 Penalty: 4815.117676
	Iteration 38Q: 3 clusters Score -1926687 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1926705.000000 Penalty: 4815.117676
	Iteration 39Q: 3 clusters Score -1926705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1926740.125000 Penalty: 4815.117676
	Iteration 40F: 3 clusters Score -1926740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1926769.250000 Penalty: 4815.117676
	Iteration 41Q: 3 clusters Score -1926769 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1926797.000000 Penalty: 4815.117676
	Iteration 42Q: 3 clusters Score -1926797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1926820.250000 Penalty: 4815.117676
	Iteration 43Q: 3 clusters Score -1926820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1926837.750000 Penalty: 4815.117676
	Iteration 44Q: 3 clusters Score -1926838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1926855.375000 Penalty: 4815.117676
	Iteration 45Q: 3 clusters Score -1926855 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1926877.500000 Penalty: 4815.117676
	Iteration 46Q: 3 clusters Score -1926878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1926889.875000 Penalty: 4815.117676
	Iteration 47Q: 3 clusters Score -1926890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1926908.250000 Penalty: 4815.117676
	Iteration 48Q: 3 clusters Score -1926908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1926919.000000 Penalty: 4815.117676
	Iteration 49Q: 3 clusters Score -1926919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1926932.750000 Penalty: 4815.117676
	Iteration 50Q: 3 clusters Score -1926933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1926944.375000 Penalty: 4815.117676
	Iteration 51Q: 3 clusters Score -1926944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1926944.875000 Penalty: 4815.117676
	Iteration 52Q: 3 clusters Score -1926945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1926946.875000 Penalty: 4815.117676
	Iteration 53Q: 3 clusters Score -1926947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1926951.250000 Penalty: 4815.117676
	Iteration 54Q: 3 clusters Score -1926951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1926956.125000 Penalty: 4815.117676
	Iteration 55Q: 3 clusters Score -1926956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1926958.125000 Penalty: 4815.117676
	Iteration 56Q: 3 clusters Score -1926958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1926966.375000 Penalty: 4815.117676
	Iteration 57Q: 3 clusters Score -1926966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1926969.750000 Penalty: 4815.117676
	Iteration 58Q: 3 clusters Score -1926970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1926973.000000 Penalty: 4815.117676
	Iteration 59Q: 3 clusters Score -1926973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1926972.625000 Penalty: 4815.117676
	Iteration 60F: 3 clusters Score -1926973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1926981.375000 Penalty: 4815.117676
	Iteration 61Q: 3 clusters Score -1926981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1926983.625000 Penalty: 4815.117676
	Iteration 62Q: 3 clusters Score -1926984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1926986.000000 Penalty: 4815.117676
	Iteration 63Q: 3 clusters Score -1926986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1926983.875000 Penalty: 4815.117676
	Iteration 64Q: 3 clusters Score -1926984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1926984.125000 Penalty: 4815.117676
	Iteration 65Q: 3 clusters Score -1926984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1926992.875000 Penalty: 4815.117676
	Iteration 66Q: 3 clusters Score -1926993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1926995.000000 Penalty: 4815.117676
	Iteration 67Q: 3 clusters Score -1926995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1926997.500000 Penalty: 4815.117676
	Iteration 68Q: 3 clusters Score -1926998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1926994.750000 Penalty: 4815.117676
	Iteration 69Q: 3 clusters Score -1926995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1926997.625000 Penalty: 4815.117676
	Iteration 70Q: 3 clusters Score -1926998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1927001.125000 Penalty: 4815.117676
	Iteration 71Q: 3 clusters Score -1927001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1927005.500000 Penalty: 4815.117676
	Iteration 72Q: 3 clusters Score -1927006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1927005.250000 Penalty: 4815.117676
	Iteration 73Q: 3 clusters Score -1927005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1927002.750000 Penalty: 4815.117676
	Iteration 74Q: 3 clusters Score -1927003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1927005.500000 Penalty: 4815.117676
	Iteration 75Q: 3 clusters Score -1927006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1927008.375000 Penalty: 4815.117676
	Iteration 76Q: 3 clusters Score -1927008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1927011.125000 Penalty: 4815.117676
	Iteration 77Q: 3 clusters Score -1927011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1927013.250000 Penalty: 4815.117676
	Iteration 78Q: 3 clusters Score -1927013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1927012.625000 Penalty: 4815.117676
	Iteration 79Q: 3 clusters Score -1927013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1927010.250000 Penalty: 4815.117676
	Iteration 80F: 3 clusters Score -1927010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1927012.375000 Penalty: 4815.117676
	Iteration 81Q: 3 clusters Score -1927012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1927011.250000 Penalty: 4815.117676
	Iteration 82Q: 3 clusters Score -1927011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1927012.625000 Penalty: 4815.117676
	Iteration 83Q: 3 clusters Score -1927013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1927012.625000 Penalty: 4815.117676
	Iteration 84F: 3 clusters Score -1927013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Entering Unmasked Estep 
Score: -3582367.500000 Penalty: 2549.815186
	Iteration 0F: 2 clusters Score -3582368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3562279.750000 Penalty: 5099.630371
	Iteration 0F: 3 clusters Score -3562280 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3569633.250000 Penalty: 5099.630371
	Iteration 1F: 3 clusters Score -3569633 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3570180.250000 Penalty: 5099.630371
	Iteration 2Q: 3 clusters Score -3570180 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3570679.500000 Penalty: 5099.630371
	Iteration 3Q: 3 clusters Score -3570680 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3571174.250000 Penalty: 5099.630371
	Iteration 4Q: 3 clusters Score -3571174 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3571688.000000 Penalty: 5099.630371
	Iteration 5Q: 3 clusters Score -3571688 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3572258.500000 Penalty: 5099.630371
	Iteration 6Q: 3 clusters Score -3572258 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3572871.750000 Penalty: 5099.630371
	Iteration 7Q: 3 clusters Score -3572872 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3573535.500000 Penalty: 5099.630371
	Iteration 8Q: 3 clusters Score -3573536 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3574113.750000 Penalty: 5099.630371
	Iteration 9Q: 3 clusters Score -3574114 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3574656.000000 Penalty: 5099.630371
	Iteration 10Q: 3 clusters Score -3574656 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3575121.750000 Penalty: 5099.630371
	Iteration 11Q: 3 clusters Score -3575122 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3575520.250000 Penalty: 5099.630371
	Iteration 12Q: 3 clusters Score -3575520 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3575862.250000 Penalty: 5099.630371
	Iteration 13Q: 3 clusters Score -3575862 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3576167.750000 Penalty: 5099.630371
	Iteration 14Q: 3 clusters Score -3576168 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3576467.000000 Penalty: 5099.630371
	Iteration 15Q: 3 clusters Score -3576467 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3576748.250000 Penalty: 5099.630371
	Iteration 16Q: 3 clusters Score -3576748 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3577064.750000 Penalty: 5099.630371
	Iteration 17Q: 3 clusters Score -3577065 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3577395.250000 Penalty: 5099.630371
	Iteration 18Q: 3 clusters Score -3577395 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3577680.250000 Penalty: 5099.630371
	Iteration 19Q: 3 clusters Score -3577680 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3577929.750000 Penalty: 5099.630371
	Iteration 20F: 3 clusters Score -3577930 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3578181.250000 Penalty: 5099.630371
	Iteration 21Q: 3 clusters Score -3578181 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3578422.750000 Penalty: 5099.630371
	Iteration 22Q: 3 clusters Score -3578423 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3578628.750000 Penalty: 5099.630371
	Iteration 23Q: 3 clusters Score -3578629 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3578831.750000 Penalty: 5099.630371
	Iteration 24Q: 3 clusters Score -3578832 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3578987.750000 Penalty: 5099.630371
	Iteration 25Q: 3 clusters Score -3578988 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3579110.250000 Penalty: 5099.630371
	Iteration 26Q: 3 clusters Score -3579110 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3579220.750000 Penalty: 5099.630371
	Iteration 27Q: 3 clusters Score -3579221 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3579324.250000 Penalty: 5099.630371
	Iteration 28Q: 3 clusters Score -3579324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3579419.750000 Penalty: 5099.630371
	Iteration 29Q: 3 clusters Score -3579420 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3579473.500000 Penalty: 5099.630371
	Iteration 30Q: 3 clusters Score -3579474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3579517.000000 Penalty: 5099.630371
	Iteration 31Q: 3 clusters Score -3579517 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3579577.750000 Penalty: 5099.630371
	Iteration 32Q: 3 clusters Score -3579578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3579631.000000 Penalty: 5099.630371
	Iteration 33Q: 3 clusters Score -3579631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3579680.750000 Penalty: 5099.630371
	Iteration 34Q: 3 clusters Score -3579681 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3579716.750000 Penalty: 5099.630371
	Iteration 35Q: 3 clusters Score -3579717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3579758.250000 Penalty: 5099.630371
	Iteration 36Q: 3 clusters Score -3579758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3579796.750000 Penalty: 5099.630371
	Iteration 37Q: 3 clusters Score -3579797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3579829.750000 Penalty: 5099.630371
	Iteration 38Q: 3 clusters Score -3579830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3579865.500000 Penalty: 5099.630371
	Iteration 39Q: 3 clusters Score -3579866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3579909.000000 Penalty: 5099.630371
	Iteration 40F: 3 clusters Score -3579909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3579937.000000 Penalty: 5099.630371
	Iteration 41Q: 3 clusters Score -3579937 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3579974.750000 Penalty: 5099.630371
	Iteration 42Q: 3 clusters Score -3579975 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3580003.250000 Penalty: 5099.630371
	Iteration 43Q: 3 clusters Score -3580003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3580045.250000 Penalty: 5099.630371
	Iteration 44Q: 3 clusters Score -3580045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3580075.000000 Penalty: 5099.630371
	Iteration 45Q: 3 clusters Score -3580075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3580098.750000 Penalty: 5099.630371
	Iteration 46Q: 3 clusters Score -3580099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3580135.000000 Penalty: 5099.630371
	Iteration 47Q: 3 clusters Score -3580135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3580148.750000 Penalty: 5099.630371
	Iteration 48Q: 3 clusters Score -3580149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3580186.250000 Penalty: 5099.630371
	Iteration 49Q: 3 clusters Score -3580186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3580217.750000 Penalty: 5099.630371
	Iteration 50Q: 3 clusters Score -3580218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3580245.750000 Penalty: 5099.630371
	Iteration 51Q: 3 clusters Score -3580246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3580266.250000 Penalty: 5099.630371
	Iteration 52Q: 3 clusters Score -3580266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3580285.250000 Penalty: 5099.630371
	Iteration 53Q: 3 clusters Score -3580285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3580308.000000 Penalty: 5099.630371
	Iteration 54Q: 3 clusters Score -3580308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3580329.750000 Penalty: 5099.630371
	Iteration 55Q: 3 clusters Score -3580330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3580335.000000 Penalty: 5099.630371
	Iteration 56Q: 3 clusters Score -3580335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3580345.250000 Penalty: 5099.630371
	Iteration 57Q: 3 clusters Score -3580345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3580354.250000 Penalty: 5099.630371
	Iteration 58Q: 3 clusters Score -3580354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3580360.500000 Penalty: 5099.630371
	Iteration 59Q: 3 clusters Score -3580360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3580365.750000 Penalty: 5099.630371
	Iteration 60F: 3 clusters Score -3580366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3580367.250000 Penalty: 5099.630371
	Iteration 61Q: 3 clusters Score -3580367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3580364.500000 Penalty: 5099.630371
	Iteration 62Q: 3 clusters Score -3580364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3580372.500000 Penalty: 5099.630371
	Iteration 63Q: 3 clusters Score -3580372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3580370.250000 Penalty: 5099.630371
	Iteration 64Q: 3 clusters Score -3580370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3580373.500000 Penalty: 5099.630371
	Iteration 65Q: 3 clusters Score -3580374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3580372.750000 Penalty: 5099.630371
	Iteration 66Q: 3 clusters Score -3580373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3580373.500000 Penalty: 5099.630371
	Iteration 67Q: 3 clusters Score -3580374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3580374.750000 Penalty: 5099.630371
	Iteration 68Q: 3 clusters Score -3580375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3580376.250000 Penalty: 5099.630371
	Iteration 69Q: 3 clusters Score -3580376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3580373.000000 Penalty: 5099.630371
	Iteration 70Q: 3 clusters Score -3580373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3580381.750000 Penalty: 5099.630371
	Iteration 71Q: 3 clusters Score -3580382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3580377.500000 Penalty: 5099.630371
	Iteration 72Q: 3 clusters Score -3580378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3580377.500000 Penalty: 5099.630371
	Iteration 73Q: 3 clusters Score -3580378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3580381.000000 Penalty: 5099.630371
	Iteration 74Q: 3 clusters Score -3580381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3580384.500000 Penalty: 5099.630371
	Iteration 75Q: 3 clusters Score -3580384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3580389.500000 Penalty: 5099.630371
	Iteration 76Q: 3 clusters Score -3580390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3580388.250000 Penalty: 5099.630371
	Iteration 77Q: 3 clusters Score -3580388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3580388.500000 Penalty: 5099.630371
	Iteration 78Q: 3 clusters Score -3580388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3580388.250000 Penalty: 5099.630371
	Iteration 79Q: 3 clusters Score -3580388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3580391.000000 Penalty: 5099.630371
	Iteration 80F: 3 clusters Score -3580391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3580391.250000 Penalty: 5099.630371
	Iteration 81Q: 3 clusters Score -3580391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3580390.000000 Penalty: 5099.630371
	Iteration 82Q: 3 clusters Score -3580390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3580390.000000 Penalty: 5099.630371
	Iteration 83F: 3 clusters Score -3580390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Entering Unmasked Estep 
Score: -2404806.500000 Penalty: 2450.014893
	Iteration 0F: 2 clusters Score -2404806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2391159.000000 Penalty: 4900.029785
	Iteration 0F: 3 clusters Score -2391159 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2395741.000000 Penalty: 4900.029785
	Iteration 1F: 3 clusters Score -2395741 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2396132.500000 Penalty: 4900.029785
	Iteration 2F: 3 clusters Score -2396132 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2396439.500000 Penalty: 4900.029785
	Iteration 3Q: 3 clusters Score -2396440 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2396702.500000 Penalty: 4900.029785
	Iteration 4Q: 3 clusters Score -2396702 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2396988.000000 Penalty: 4900.029785
	Iteration 5Q: 3 clusters Score -2396988 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2397298.500000 Penalty: 4900.029785
	Iteration 6Q: 3 clusters Score -2397298 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2397654.500000 Penalty: 4900.029785
	Iteration 7Q: 3 clusters Score -2397654 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2398061.000000 Penalty: 4900.029785
	Iteration 8Q: 3 clusters Score -2398061 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2398507.500000 Penalty: 4900.029785
	Iteration 9Q: 3 clusters Score -2398508 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2399012.250000 Penalty: 4900.029785
	Iteration 10Q: 3 clusters Score -2399012 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2399514.250000 Penalty: 4900.029785
	Iteration 11Q: 3 clusters Score -2399514 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2399929.250000 Penalty: 4900.029785
	Iteration 12Q: 3 clusters Score -2399929 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2400264.750000 Penalty: 4900.029785
	Iteration 13Q: 3 clusters Score -2400265 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2400506.750000 Penalty: 4900.029785
	Iteration 14Q: 3 clusters Score -2400507 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2400643.750000 Penalty: 4900.029785
	Iteration 15Q: 3 clusters Score -2400644 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2400727.250000 Penalty: 4900.029785
	Iteration 16Q: 3 clusters Score -2400727 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2400790.250000 Penalty: 4900.029785
	Iteration 17Q: 3 clusters Score -2400790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2400854.000000 Penalty: 4900.029785
	Iteration 18Q: 3 clusters Score -2400854 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2400912.750000 Penalty: 4900.029785
	Iteration 19Q: 3 clusters Score -2400913 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2400966.000000 Penalty: 4900.029785
	Iteration 20F: 3 clusters Score -2400966 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2401008.000000 Penalty: 4900.029785
	Iteration 21Q: 3 clusters Score -2401008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2401059.000000 Penalty: 4900.029785
	Iteration 22Q: 3 clusters Score -2401059 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2401097.250000 Penalty: 4900.029785
	Iteration 23Q: 3 clusters Score -2401097 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2401127.000000 Penalty: 4900.029785
	Iteration 24Q: 3 clusters Score -2401127 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2401176.750000 Penalty: 4900.029785
	Iteration 25Q: 3 clusters Score -2401177 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2401219.500000 Penalty: 4900.029785
	Iteration 26Q: 3 clusters Score -2401220 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2401270.750000 Penalty: 4900.029785
	Iteration 27Q: 3 clusters Score -2401271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2401317.750000 Penalty: 4900.029785
	Iteration 28Q: 3 clusters Score -2401318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2401368.500000 Penalty: 4900.029785
	Iteration 29Q: 3 clusters Score -2401368 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2401425.000000 Penalty: 4900.029785
	Iteration 30Q: 3 clusters Score -2401425 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2401506.500000 Penalty: 4900.029785
	Iteration 31Q: 3 clusters Score -2401506 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2401570.500000 Penalty: 4900.029785
	Iteration 32Q: 3 clusters Score -2401570 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2401653.250000 Penalty: 4900.029785
	Iteration 33Q: 3 clusters Score -2401653 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2401725.000000 Penalty: 4900.029785
	Iteration 34Q: 3 clusters Score -2401725 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2401820.000000 Penalty: 4900.029785
	Iteration 35Q: 3 clusters Score -2401820 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2401880.000000 Penalty: 4900.029785
	Iteration 36Q: 3 clusters Score -2401880 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2401945.750000 Penalty: 4900.029785
	Iteration 37Q: 3 clusters Score -2401946 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2402000.500000 Penalty: 4900.029785
	Iteration 38Q: 3 clusters Score -2402000 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2402042.000000 Penalty: 4900.029785
	Iteration 39Q: 3 clusters Score -2402042 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2402085.250000 Penalty: 4900.029785
	Iteration 40F: 3 clusters Score -2402085 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2402122.500000 Penalty: 4900.029785
	Iteration 41Q: 3 clusters Score -2402122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2402162.750000 Penalty: 4900.029785
	Iteration 42Q: 3 clusters Score -2402163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2402194.250000 Penalty: 4900.029785
	Iteration 43Q: 3 clusters Score -2402194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2402219.250000 Penalty: 4900.029785
	Iteration 44Q: 3 clusters Score -2402219 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2402255.500000 Penalty: 4900.029785
	Iteration 45Q: 3 clusters Score -2402256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2402277.750000 Penalty: 4900.029785
	Iteration 46Q: 3 clusters Score -2402278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2402299.500000 Penalty: 4900.029785
	Iteration 47Q: 3 clusters Score -2402300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2402320.250000 Penalty: 4900.029785
	Iteration 48Q: 3 clusters Score -2402320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2402342.500000 Penalty: 4900.029785
	Iteration 49Q: 3 clusters Score -2402342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2402372.250000 Penalty: 4900.029785
	Iteration 50Q: 3 clusters Score -2402372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2402391.000000 Penalty: 4900.029785
	Iteration 51Q: 3 clusters Score -2402391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2402408.250000 Penalty: 4900.029785
	Iteration 52Q: 3 clusters Score -2402408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2402430.750000 Penalty: 4900.029785
	Iteration 53Q: 3 clusters Score -2402431 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2402451.500000 Penalty: 4900.029785
	Iteration 54Q: 3 clusters Score -2402452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2402479.750000 Penalty: 4900.029785
	Iteration 55Q: 3 clusters Score -2402480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2402497.000000 Penalty: 4900.029785
	Iteration 56Q: 3 clusters Score -2402497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2402511.250000 Penalty: 4900.029785
	Iteration 57Q: 3 clusters Score -2402511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2402534.000000 Penalty: 4900.029785
	Iteration 58Q: 3 clusters Score -2402534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2402549.000000 Penalty: 4900.029785
	Iteration 59Q: 3 clusters Score -2402549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2402564.250000 Penalty: 4900.029785
	Iteration 60F: 3 clusters Score -2402564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2402567.500000 Penalty: 4900.029785
	Iteration 61Q: 3 clusters Score -2402568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2402580.750000 Penalty: 4900.029785
	Iteration 62Q: 3 clusters Score -2402581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2402586.750000 Penalty: 4900.029785
	Iteration 63Q: 3 clusters Score -2402587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2402591.250000 Penalty: 4900.029785
	Iteration 64Q: 3 clusters Score -2402591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2402594.250000 Penalty: 4900.029785
	Iteration 65Q: 3 clusters Score -2402594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2402591.000000 Penalty: 4900.029785
	Iteration 66Q: 3 clusters Score -2402591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2402602.750000 Penalty: 4900.029785
	Iteration 67Q: 3 clusters Score -2402603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2402604.000000 Penalty: 4900.029785
	Iteration 68Q: 3 clusters Score -2402604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2402613.250000 Penalty: 4900.029785
	Iteration 69Q: 3 clusters Score -2402613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2402611.750000 Penalty: 4900.029785
	Iteration 70Q: 3 clusters Score -2402612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2402624.000000 Penalty: 4900.029785
	Iteration 71Q: 3 clusters Score -2402624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2402622.500000 Penalty: 4900.029785
	Iteration 72Q: 3 clusters Score -2402622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2402623.250000 Penalty: 4900.029785
	Iteration 73Q: 3 clusters Score -2402623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2402628.250000 Penalty: 4900.029785
	Iteration 74Q: 3 clusters Score -2402628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2402635.500000 Penalty: 4900.029785
	Iteration 75Q: 3 clusters Score -2402636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2402634.000000 Penalty: 4900.029785
	Iteration 76Q: 3 clusters Score -2402634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2402636.250000 Penalty: 4900.029785
	Iteration 77Q: 3 clusters Score -2402636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2402638.250000 Penalty: 4900.029785
	Iteration 78Q: 3 clusters Score -2402638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2402639.250000 Penalty: 4900.029785
	Iteration 79Q: 3 clusters Score -2402639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2402638.250000 Penalty: 4900.029785
	Iteration 80F: 3 clusters Score -2402638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2402644.500000 Penalty: 4900.029785
	Iteration 81Q: 3 clusters Score -2402644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2402646.000000 Penalty: 4900.029785
	Iteration 82Q: 3 clusters Score -2402646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2402647.750000 Penalty: 4900.029785
	Iteration 83Q: 3 clusters Score -2402648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2402654.000000 Penalty: 4900.029785
	Iteration 84Q: 3 clusters Score -2402654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2402653.750000 Penalty: 4900.029785
	Iteration 85Q: 3 clusters Score -2402654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2402657.750000 Penalty: 4900.029785
	Iteration 86Q: 3 clusters Score -2402658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2402660.750000 Penalty: 4900.029785
	Iteration 87Q: 3 clusters Score -2402661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2402656.250000 Penalty: 4900.029785
	Iteration 88Q: 3 clusters Score -2402656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2402657.500000 Penalty: 4900.029785
	Iteration 89Q: 3 clusters Score -2402658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2402656.750000 Penalty: 4900.029785
	Iteration 90Q: 3 clusters Score -2402657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2402657.000000 Penalty: 4900.029785
	Iteration 91Q: 3 clusters Score -2402657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2402656.500000 Penalty: 4900.029785
	Iteration 92Q: 3 clusters Score -2402656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2402656.500000 Penalty: 4900.029785
	Iteration 93F: 3 clusters Score -2402656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -936821.125000 Penalty: 2218.765625
	Iteration 0F: 2 clusters Score -936821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -930517.062500 Penalty: 4437.531250
	Iteration 0F: 3 clusters Score -930517.1 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -932284.375000 Penalty: 4437.531250
	Iteration 1F: 3 clusters Score -932284.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -932606.500000 Penalty: 4437.531250
	Iteration 2F: 3 clusters Score -932606.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -932839.000000 Penalty: 4437.531250
	Iteration 3F: 3 clusters Score -932839 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -933001.000000 Penalty: 4437.531250
	Iteration 4Q: 3 clusters Score -933001 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -933142.937500 Penalty: 4437.531250
	Iteration 5Q: 3 clusters Score -933142.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -933273.687500 Penalty: 4437.531250
	Iteration 6Q: 3 clusters Score -933273.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -933394.875000 Penalty: 4437.531250
	Iteration 7Q: 3 clusters Score -933394.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -933487.062500 Penalty: 4437.531250
	Iteration 8Q: 3 clusters Score -933487.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -933573.875000 Penalty: 4437.531250
	Iteration 9Q: 3 clusters Score -933573.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -933648.437500 Penalty: 4437.531250
	Iteration 10Q: 3 clusters Score -933648.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -933726.000000 Penalty: 4437.531250
	Iteration 11Q: 3 clusters Score -933726 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -933788.375000 Penalty: 4437.531250
	Iteration 12Q: 3 clusters Score -933788.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -933833.250000 Penalty: 4437.531250
	Iteration 13Q: 3 clusters Score -933833.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -933876.500000 Penalty: 4437.531250
	Iteration 14Q: 3 clusters Score -933876.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -933919.812500 Penalty: 4437.531250
	Iteration 15Q: 3 clusters Score -933919.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -933958.937500 Penalty: 4437.531250
	Iteration 16Q: 3 clusters Score -933958.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -934005.250000 Penalty: 4437.531250
	Iteration 17Q: 3 clusters Score -934005.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -934038.562500 Penalty: 4437.531250
	Iteration 18Q: 3 clusters Score -934038.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -934067.875000 Penalty: 4437.531250
	Iteration 19Q: 3 clusters Score -934067.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -934094.562500 Penalty: 4437.531250
	Iteration 20F: 3 clusters Score -934094.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -934115.187500 Penalty: 4437.531250
	Iteration 21Q: 3 clusters Score -934115.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -934131.312500 Penalty: 4437.531250
	Iteration 22Q: 3 clusters Score -934131.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -934146.125000 Penalty: 4437.531250
	Iteration 23Q: 3 clusters Score -934146.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -934155.687500 Penalty: 4437.531250
	Iteration 24Q: 3 clusters Score -934155.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -934164.000000 Penalty: 4437.531250
	Iteration 25Q: 3 clusters Score -934164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -934172.125000 Penalty: 4437.531250
	Iteration 26Q: 3 clusters Score -934172.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -934178.250000 Penalty: 4437.531250
	Iteration 27Q: 3 clusters Score -934178.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -934187.375000 Penalty: 4437.531250
	Iteration 28Q: 3 clusters Score -934187.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -934196.562500 Penalty: 4437.531250
	Iteration 29Q: 3 clusters Score -934196.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -934198.625000 Penalty: 4437.531250
	Iteration 30Q: 3 clusters Score -934198.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -934204.812500 Penalty: 4437.531250
	Iteration 31Q: 3 clusters Score -934204.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -934210.875000 Penalty: 4437.531250
	Iteration 32Q: 3 clusters Score -934210.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -934214.562500 Penalty: 4437.531250
	Iteration 33Q: 3 clusters Score -934214.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -934222.250000 Penalty: 4437.531250
	Iteration 34Q: 3 clusters Score -934222.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -934222.125000 Penalty: 4437.531250
	Iteration 35Q: 3 clusters Score -934222.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -934229.875000 Penalty: 4437.531250
	Iteration 36Q: 3 clusters Score -934229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -934230.687500 Penalty: 4437.531250
	Iteration 37Q: 3 clusters Score -934230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -934234.625000 Penalty: 4437.531250
	Iteration 38Q: 3 clusters Score -934234.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -934237.125000 Penalty: 4437.531250
	Iteration 39Q: 3 clusters Score -934237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -934240.000000 Penalty: 4437.531250
	Iteration 40F: 3 clusters Score -934240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -934241.625000 Penalty: 4437.531250
	Iteration 41Q: 3 clusters Score -934241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -934243.750000 Penalty: 4437.531250
	Iteration 42Q: 3 clusters Score -934243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -934247.562500 Penalty: 4437.531250
	Iteration 43Q: 3 clusters Score -934247.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -934250.500000 Penalty: 4437.531250
	Iteration 44Q: 3 clusters Score -934250.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -934251.562500 Penalty: 4437.531250
	Iteration 45Q: 3 clusters Score -934251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -934256.562500 Penalty: 4437.531250
	Iteration 46Q: 3 clusters Score -934256.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -934257.625000 Penalty: 4437.531250
	Iteration 47Q: 3 clusters Score -934257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -934259.062500 Penalty: 4437.531250
	Iteration 48Q: 3 clusters Score -934259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -934261.187500 Penalty: 4437.531250
	Iteration 49Q: 3 clusters Score -934261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -934263.000000 Penalty: 4437.531250
	Iteration 50Q: 3 clusters Score -934263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -934263.187500 Penalty: 4437.531250
	Iteration 51Q: 3 clusters Score -934263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -934263.062500 Penalty: 4437.531250
	Iteration 52Q: 3 clusters Score -934263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -934265.062500 Penalty: 4437.531250
	Iteration 53Q: 3 clusters Score -934265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -934267.187500 Penalty: 4437.531250
	Iteration 54Q: 3 clusters Score -934267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -934266.812500 Penalty: 4437.531250
	Iteration 55Q: 3 clusters Score -934266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -934267.375000 Penalty: 4437.531250
	Iteration 56Q: 3 clusters Score -934267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -934267.500000 Penalty: 4437.531250
	Iteration 57Q: 3 clusters Score -934267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -934267.500000 Penalty: 4437.531250
	Iteration 58Q: 3 clusters Score -934267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -934267.812500 Penalty: 4437.531250
	Iteration 59Q: 3 clusters Score -934267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -934267.937500 Penalty: 4437.531250
	Iteration 60F: 3 clusters Score -934267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -934270.562500 Penalty: 4437.531250
	Iteration 61Q: 3 clusters Score -934270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -934270.437500 Penalty: 4437.531250
	Iteration 62Q: 3 clusters Score -934270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -934270.875000 Penalty: 4437.531250
	Iteration 63Q: 3 clusters Score -934270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -934271.312500 Penalty: 4437.531250
	Iteration 64Q: 3 clusters Score -934271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -934270.500000 Penalty: 4437.531250
	Iteration 65Q: 3 clusters Score -934270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -934269.875000 Penalty: 4437.531250
	Iteration 66Q: 3 clusters Score -934269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -934270.062500 Penalty: 4437.531250
	Iteration 67Q: 3 clusters Score -934270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -934270.312500 Penalty: 4437.531250
	Iteration 68Q: 3 clusters Score -934270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -934271.312500 Penalty: 4437.531250
	Iteration 69Q: 3 clusters Score -934271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -934271.500000 Penalty: 4437.531250
	Iteration 70Q: 3 clusters Score -934271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -934270.375000 Penalty: 4437.531250
	Iteration 71Q: 3 clusters Score -934270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -934270.875000 Penalty: 4437.531250
	Iteration 72Q: 3 clusters Score -934270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -934274.812500 Penalty: 4437.531250
	Iteration 73Q: 3 clusters Score -934274.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -934280.000000 Penalty: 4437.531250
	Iteration 74Q: 3 clusters Score -934280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -934280.750000 Penalty: 4437.531250
	Iteration 75Q: 3 clusters Score -934280.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -934285.812500 Penalty: 4437.531250
	Iteration 76Q: 3 clusters Score -934285.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -934283.437500 Penalty: 4437.531250
	Iteration 77Q: 3 clusters Score -934283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -934285.062500 Penalty: 4437.531250
	Iteration 78Q: 3 clusters Score -934285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -934286.687500 Penalty: 4437.531250
	Iteration 79Q: 3 clusters Score -934286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -934288.875000 Penalty: 4437.531250
	Iteration 80F: 3 clusters Score -934288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -934288.687500 Penalty: 4437.531250
	Iteration 81Q: 3 clusters Score -934288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -934288.500000 Penalty: 4437.531250
	Iteration 82Q: 3 clusters Score -934288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -934288.000000 Penalty: 4437.531250
	Iteration 83Q: 3 clusters Score -934288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -934289.625000 Penalty: 4437.531250
	Iteration 84Q: 3 clusters Score -934289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -934289.250000 Penalty: 4437.531250
	Iteration 85Q: 3 clusters Score -934289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -934288.437500 Penalty: 4437.531250
	Iteration 86Q: 3 clusters Score -934288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -934289.625000 Penalty: 4437.531250
	Iteration 87Q: 3 clusters Score -934289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -934290.562500 Penalty: 4437.531250
	Iteration 88Q: 3 clusters Score -934290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -934290.562500 Penalty: 4437.531250
	Iteration 89F: 3 clusters Score -934290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Entering Unmasked Estep 
Score: -1563869.750000 Penalty: 2350.752197
	Iteration 0F: 2 clusters Score -1563870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1554190.625000 Penalty: 4701.504395
	Iteration 0F: 3 clusters Score -1554191 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1557254.875000 Penalty: 4701.504395
	Iteration 1F: 3 clusters Score -1557255 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1557677.375000 Penalty: 4701.504395
	Iteration 2F: 3 clusters Score -1557677 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1558018.625000 Penalty: 4701.504395
	Iteration 3F: 3 clusters Score -1558019 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1558348.375000 Penalty: 4701.504395
	Iteration 4Q: 3 clusters Score -1558348 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1558711.375000 Penalty: 4701.504395
	Iteration 5Q: 3 clusters Score -1558711 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1559209.250000 Penalty: 4701.504395
	Iteration 6F: 3 clusters Score -1559209 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1559773.625000 Penalty: 4701.504395
	Iteration 7F: 3 clusters Score -1559774 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1560295.000000 Penalty: 4701.504395
	Iteration 8F: 3 clusters Score -1560295 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1560705.125000 Penalty: 4701.504395
	Iteration 9F: 3 clusters Score -1560705 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1561001.125000 Penalty: 4701.504395
	Iteration 10Q: 3 clusters Score -1561001 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1561227.375000 Penalty: 4701.504395
	Iteration 11Q: 3 clusters Score -1561227 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1561390.375000 Penalty: 4701.504395
	Iteration 12Q: 3 clusters Score -1561390 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1561504.750000 Penalty: 4701.504395
	Iteration 13Q: 3 clusters Score -1561505 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1561585.750000 Penalty: 4701.504395
	Iteration 14Q: 3 clusters Score -1561586 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1561630.750000 Penalty: 4701.504395
	Iteration 15Q: 3 clusters Score -1561631 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1561668.750000 Penalty: 4701.504395
	Iteration 16Q: 3 clusters Score -1561669 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1561694.625000 Penalty: 4701.504395
	Iteration 17Q: 3 clusters Score -1561695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1561719.375000 Penalty: 4701.504395
	Iteration 18Q: 3 clusters Score -1561719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1561731.875000 Penalty: 4701.504395
	Iteration 19Q: 3 clusters Score -1561732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1561749.625000 Penalty: 4701.504395
	Iteration 20F: 3 clusters Score -1561750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1561763.125000 Penalty: 4701.504395
	Iteration 21Q: 3 clusters Score -1561763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1561775.375000 Penalty: 4701.504395
	Iteration 22Q: 3 clusters Score -1561775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1561787.500000 Penalty: 4701.504395
	Iteration 23Q: 3 clusters Score -1561788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1561793.500000 Penalty: 4701.504395
	Iteration 24Q: 3 clusters Score -1561794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1561797.375000 Penalty: 4701.504395
	Iteration 25Q: 3 clusters Score -1561797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1561801.250000 Penalty: 4701.504395
	Iteration 26Q: 3 clusters Score -1561801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1561807.250000 Penalty: 4701.504395
	Iteration 27Q: 3 clusters Score -1561807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1561821.250000 Penalty: 4701.504395
	Iteration 28Q: 3 clusters Score -1561821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1561826.750000 Penalty: 4701.504395
	Iteration 29Q: 3 clusters Score -1561827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1561837.500000 Penalty: 4701.504395
	Iteration 30Q: 3 clusters Score -1561838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1561852.750000 Penalty: 4701.504395
	Iteration 31Q: 3 clusters Score -1561853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1561860.500000 Penalty: 4701.504395
	Iteration 32Q: 3 clusters Score -1561860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1561866.875000 Penalty: 4701.504395
	Iteration 33Q: 3 clusters Score -1561867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1561876.500000 Penalty: 4701.504395
	Iteration 34Q: 3 clusters Score -1561876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1561882.625000 Penalty: 4701.504395
	Iteration 35Q: 3 clusters Score -1561883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1561890.250000 Penalty: 4701.504395
	Iteration 36Q: 3 clusters Score -1561890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1561900.875000 Penalty: 4701.504395
	Iteration 37Q: 3 clusters Score -1561901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1561906.000000 Penalty: 4701.504395
	Iteration 38Q: 3 clusters Score -1561906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1561920.250000 Penalty: 4701.504395
	Iteration 39Q: 3 clusters Score -1561920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1561925.375000 Penalty: 4701.504395
	Iteration 40F: 3 clusters Score -1561925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1561932.625000 Penalty: 4701.504395
	Iteration 41Q: 3 clusters Score -1561933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1561935.875000 Penalty: 4701.504395
	Iteration 42Q: 3 clusters Score -1561936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1561942.500000 Penalty: 4701.504395
	Iteration 43Q: 3 clusters Score -1561942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1561949.000000 Penalty: 4701.504395
	Iteration 44Q: 3 clusters Score -1561949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1561946.750000 Penalty: 4701.504395
	Iteration 45Q: 3 clusters Score -1561947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1561952.125000 Penalty: 4701.504395
	Iteration 46Q: 3 clusters Score -1561952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1561953.500000 Penalty: 4701.504395
	Iteration 47Q: 3 clusters Score -1561954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1561955.375000 Penalty: 4701.504395
	Iteration 48Q: 3 clusters Score -1561955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1561956.625000 Penalty: 4701.504395
	Iteration 49Q: 3 clusters Score -1561957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1561960.000000 Penalty: 4701.504395
	Iteration 50Q: 3 clusters Score -1561960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1561961.875000 Penalty: 4701.504395
	Iteration 51Q: 3 clusters Score -1561962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1561959.250000 Penalty: 4701.504395
	Iteration 52Q: 3 clusters Score -1561959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1561963.875000 Penalty: 4701.504395
	Iteration 53Q: 3 clusters Score -1561964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1561962.375000 Penalty: 4701.504395
	Iteration 54Q: 3 clusters Score -1561962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1561962.125000 Penalty: 4701.504395
	Iteration 55Q: 3 clusters Score -1561962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1561961.625000 Penalty: 4701.504395
	Iteration 56Q: 3 clusters Score -1561962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1561965.375000 Penalty: 4701.504395
	Iteration 57Q: 3 clusters Score -1561965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1561964.625000 Penalty: 4701.504395
	Iteration 58Q: 3 clusters Score -1561965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1561966.375000 Penalty: 4701.504395
	Iteration 59Q: 3 clusters Score -1561966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1561966.625000 Penalty: 4701.504395
	Iteration 60F: 3 clusters Score -1561967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1561969.750000 Penalty: 4701.504395
	Iteration 61Q: 3 clusters Score -1561970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1561970.375000 Penalty: 4701.504395
	Iteration 62Q: 3 clusters Score -1561970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1561975.750000 Penalty: 4701.504395
	Iteration 63Q: 3 clusters Score -1561976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1561976.625000 Penalty: 4701.504395
	Iteration 64Q: 3 clusters Score -1561977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1561974.375000 Penalty: 4701.504395
	Iteration 65Q: 3 clusters Score -1561974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1561974.625000 Penalty: 4701.504395
	Iteration 66Q: 3 clusters Score -1561975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1561977.875000 Penalty: 4701.504395
	Iteration 67Q: 3 clusters Score -1561978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1561982.375000 Penalty: 4701.504395
	Iteration 68Q: 3 clusters Score -1561982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1561985.500000 Penalty: 4701.504395
	Iteration 69Q: 3 clusters Score -1561986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1561981.375000 Penalty: 4701.504395
	Iteration 70Q: 3 clusters Score -1561981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1561985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1561979.500000 Penalty: 4701.504395
	Iteration 72Q: 3 clusters Score -1561980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1561981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1561983.250000 Penalty: 4701.504395
	Iteration 74Q: 3 clusters Score -1561983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1561987.375000 Penalty: 4701.504395
	Iteration 75Q: 3 clusters Score -1561987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1561987.875000 Penalty: 4701.504395
	Iteration 76Q: 3 clusters Score -1561988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1561990.875000 Penalty: 4701.504395
	Iteration 77Q: 3 clusters Score -1561991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1561993.875000 Penalty: 4701.504395
	Iteration 78Q: 3 clusters Score -1561994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1561993.000000 Penalty: 4701.504395
	Iteration 79Q: 3 clusters Score -1561993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1561997.250000 Penalty: 4701.504395
	Iteration 80F: 3 clusters Score -1561997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1561995.750000 Penalty: 4701.504395
	Iteration 81Q: 3 clusters Score -1561996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1561997.250000 Penalty: 4701.504395
	Iteration 82Q: 3 clusters Score -1561997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1561993.500000 Penalty: 4701.504395
	Iteration 83Q: 3 clusters Score -1561994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1561995.875000 Penalty: 4701.504395
	Iteration 84Q: 3 clusters Score -1561996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1561999.875000 Penalty: 4701.504395
	Iteration 85Q: 3 clusters Score -1562000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1561998.750000 Penalty: 4701.504395
	Iteration 86Q: 3 clusters Score -1561999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1561995.875000 Penalty: 4701.504395
	Iteration 87Q: 3 clusters Score -1561996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1561998.625000 Penalty: 4701.504395
	Iteration 88Q: 3 clusters Score -1561999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1561997.000000 Penalty: 4701.504395
	Iteration 89Q: 3 clusters Score -1561997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1561997.500000 Penalty: 4701.504395
	Iteration 90Q: 3 clusters Score -1561998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1561994.875000 Penalty: 4701.504395
	Iteration 91Q: 3 clusters Score -1561995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1561998.625000 Penalty: 4701.504395
	Iteration 92Q: 3 clusters Score -1561999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1561997.250000 Penalty: 4701.504395
	Iteration 93Q: 3 clusters Score -1561997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1562000.375000 Penalty: 4701.504395
	Iteration 94Q: 3 clusters Score -1562000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1562000.500000 Penalty: 4701.504395
	Iteration 95Q: 3 clusters Score -1562000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1561998.625000 Penalty: 4701.504395
	Iteration 96Q: 3 clusters Score -1561999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1562000.875000 Penalty: 4701.504395
	Iteration 97Q: 3 clusters Score -1562001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1561999.625000 Penalty: 4701.504395
	Iteration 98Q: 3 clusters Score -1562000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1561999.125000 Penalty: 4701.504395
	Iteration 99Q: 3 clusters Score -1561999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1562000.250000 Penalty: 4701.504395
	Iteration 100F: 3 clusters Score -1562000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1561996.875000 Penalty: 4701.504395
	Iteration 101Q: 3 clusters Score -1561997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1562001.000000 Penalty: 4701.504395
	Iteration 102Q: 3 clusters Score -1562001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1561998.750000 Penalty: 4701.504395
	Iteration 103Q: 3 clusters Score -1561999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1562000.750000 Penalty: 4701.504395
	Iteration 104Q: 3 clusters Score -1562001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1562000.000000 Penalty: 4701.504395
	Iteration 105Q: 3 clusters Score -1562000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1562000.000000 Penalty: 4701.504395
	Iteration 106Q: 3 clusters Score -1562000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1562002.875000 Penalty: 4701.504395
	Iteration 107Q: 3 clusters Score -1562003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1562007.000000 Penalty: 4701.504395
	Iteration 108Q: 3 clusters Score -1562007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1562005.375000 Penalty: 4701.504395
	Iteration 109Q: 3 clusters Score -1562005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1562004.875000 Penalty: 4701.504395
	Iteration 110Q: 3 clusters Score -1562005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1562004.500000 Penalty: 4701.504395
	Iteration 111Q: 3 clusters Score -1562004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1562004.375000 Penalty: 4701.504395
	Iteration 112Q: 3 clusters Score -1562004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1562005.875000 Penalty: 4701.504395
	Iteration 113Q: 3 clusters Score -1562006 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1562004.625000 Penalty: 4701.504395
	Iteration 114Q: 3 clusters Score -1562005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1562005.250000 Penalty: 4701.504395
	Iteration 115Q: 3 clusters Score -1562005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1562002.500000 Penalty: 4701.504395
	Iteration 116Q: 3 clusters Score -1562002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1562002.125000 Penalty: 4701.504395
	Iteration 117Q: 3 clusters Score -1562002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1562003.250000 Penalty: 4701.504395
	Iteration 118Q: 3 clusters Score -1562003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1562006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1562005.000000 Penalty: 4701.504395
	Iteration 120F: 3 clusters Score -1562005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1562002.750000 Penalty: 4701.504395
	Iteration 121Q: 3 clusters Score -1562003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1562006.500000 Penalty: 4701.504395
	Iteration 122Q: 3 clusters Score -1562006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1562007.125000 Penalty: 4701.504395
	Iteration 123Q: 3 clusters Score -1562007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1562006.750000 Penalty: 4701.504395
	Iteration 124Q: 3 clusters Score -1562007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1562007.000000 Penalty: 4701.504395
	Iteration 125Q: 3 clusters Score -1562007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1562006.250000 Penalty: 4701.504395
	Iteration 126Q: 3 clusters Score -1562006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1562004.750000 Penalty: 4701.504395
	Iteration 127Q: 3 clusters Score -1562005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1562004.750000 Penalty: 4701.504395
	Iteration 128F: 3 clusters Score -1562005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170683 members 
Entering Unmasked Estep 
Score: -21016640.000000 Penalty: 2987.795654
	Iteration 0F: 2 clusters Score -2.101664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -20904018.000000 Penalty: 5975.591309
	Iteration 0F: 3 clusters Score -2.090402e+07 nChanged 82048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -20951380.000000 Penalty: 5975.591309
	Iteration 1F: 3 clusters Score -2.095138e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -20952474.000000 Penalty: 5975.591309
	Iteration 2Q: 3 clusters Score -2.095247e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -20953948.000000 Penalty: 5975.591309
	Iteration 3Q: 3 clusters Score -2.095395e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -20956518.000000 Penalty: 5975.591309
	Iteration 4Q: 3 clusters Score -2.095652e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -20962168.000000 Penalty: 5975.591309
	Iteration 5F: 3 clusters Score -2.096217e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -20971984.000000 Penalty: 5975.591309
	Iteration 6F: 3 clusters Score -2.097198e+07 nChanged 15931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -20986328.000000 Penalty: 5975.591309
	Iteration 7F: 3 clusters Score -2.098633e+07 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154363 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -21000398.000000 Penalty: 5975.591309
	Iteration 8F: 3 clusters Score -2.10004e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163605 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -21008656.000000 Penalty: 5975.591309
	Iteration 9F: 3 clusters Score -2.100866e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167852 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21012336.000000 Penalty: 5975.591309
	Iteration 10Q: 3 clusters Score -2.101234e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21013444.000000 Penalty: 5975.591309
	Iteration 11Q: 3 clusters Score -2.101344e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -21013856.000000 Penalty: 5975.591309
	Iteration 12Q: 3 clusters Score -2.101386e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170128 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21014030.000000 Penalty: 5975.591309
	Iteration 13Q: 3 clusters Score -2.101403e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21014122.000000 Penalty: 5975.591309
	Iteration 14Q: 3 clusters Score -2.101412e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21014164.000000 Penalty: 5975.591309
	Iteration 15Q: 3 clusters Score -2.101416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21014210.000000 Penalty: 5975.591309
	Iteration 16Q: 3 clusters Score -2.101421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21014232.000000 Penalty: 5975.591309
	Iteration 17Q: 3 clusters Score -2.101423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21014252.000000 Penalty: 5975.591309
	Iteration 18Q: 3 clusters Score -2.101425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21014286.000000 Penalty: 5975.591309
	Iteration 19Q: 3 clusters Score -2.101429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21014296.000000 Penalty: 5975.591309
	Iteration 20F: 3 clusters Score -2.10143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21014310.000000 Penalty: 5975.591309
	Iteration 21Q: 3 clusters Score -2.101431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21014320.000000 Penalty: 5975.591309
	Iteration 22Q: 3 clusters Score -2.101432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21014316.000000 Penalty: 5975.591309
	Iteration 23Q: 3 clusters Score -2.101432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21014326.000000 Penalty: 5975.591309
	Iteration 24Q: 3 clusters Score -2.101433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21014326.000000 Penalty: 5975.591309
	Iteration 25Q: 3 clusters Score -2.101433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21014324.000000 Penalty: 5975.591309
	Iteration 26Q: 3 clusters Score -2.101432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21014324.000000 Penalty: 5975.591309
	Iteration 27F: 3 clusters Score -2.101432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -700136.562500 Penalty: 2150.096191
	Iteration 0F: 2 clusters Score -700136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -695143.000000 Penalty: 4300.192383
	Iteration 0F: 3 clusters Score -695143 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -696522.250000 Penalty: 4300.192383
	Iteration 1F: 3 clusters Score -696522.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -696978.187500 Penalty: 4300.192383
	Iteration 2F: 3 clusters Score -696978.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -697409.062500 Penalty: 4300.192383
	Iteration 3F: 3 clusters Score -697409.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -697758.875000 Penalty: 4300.192383
	Iteration 4F: 3 clusters Score -697758.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -698052.687500 Penalty: 4300.192383
	Iteration 5F: 3 clusters Score -698052.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -698289.250000 Penalty: 4300.192383
	Iteration 6Q: 3 clusters Score -698289.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -698459.187500 Penalty: 4300.192383
	Iteration 7Q: 3 clusters Score -698459.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -698603.250000 Penalty: 4300.192383
	Iteration 8Q: 3 clusters Score -698603.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -698707.875000 Penalty: 4300.192383
	Iteration 9Q: 3 clusters Score -698707.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -698823.312500 Penalty: 4300.192383
	Iteration 10Q: 3 clusters Score -698823.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -698910.125000 Penalty: 4300.192383
	Iteration 11Q: 3 clusters Score -698910.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -698963.250000 Penalty: 4300.192383
	Iteration 12Q: 3 clusters Score -698963.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -699007.000000 Penalty: 4300.192383
	Iteration 13Q: 3 clusters Score -699007 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -699047.750000 Penalty: 4300.192383
	Iteration 14Q: 3 clusters Score -699047.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -699093.875000 Penalty: 4300.192383
	Iteration 15Q: 3 clusters Score -699093.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -699135.937500 Penalty: 4300.192383
	Iteration 16Q: 3 clusters Score -699135.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -699183.437500 Penalty: 4300.192383
	Iteration 17Q: 3 clusters Score -699183.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -699236.625000 Penalty: 4300.192383
	Iteration 18Q: 3 clusters Score -699236.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -699277.312500 Penalty: 4300.192383
	Iteration 19Q: 3 clusters Score -699277.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -699302.500000 Penalty: 4300.192383
	Iteration 20F: 3 clusters Score -699302.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -699325.125000 Penalty: 4300.192383
	Iteration 21Q: 3 clusters Score -699325.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -699359.625000 Penalty: 4300.192383
	Iteration 22Q: 3 clusters Score -699359.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -699386.375000 Penalty: 4300.192383
	Iteration 23Q: 3 clusters Score -699386.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -699415.375000 Penalty: 4300.192383
	Iteration 24Q: 3 clusters Score -699415.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -699445.812500 Penalty: 4300.192383
	Iteration 25Q: 3 clusters Score -699445.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -699456.937500 Penalty: 4300.192383
	Iteration 26Q: 3 clusters Score -699456.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -699466.187500 Penalty: 4300.192383
	Iteration 27Q: 3 clusters Score -699466.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -699471.500000 Penalty: 4300.192383
	Iteration 28Q: 3 clusters Score -699471.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -699474.250000 Penalty: 4300.192383
	Iteration 29Q: 3 clusters Score -699474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -699477.125000 Penalty: 4300.192383
	Iteration 30Q: 3 clusters Score -699477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -699480.250000 Penalty: 4300.192383
	Iteration 31Q: 3 clusters Score -699480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -699482.187500 Penalty: 4300.192383
	Iteration 32Q: 3 clusters Score -699482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -699483.812500 Penalty: 4300.192383
	Iteration 33Q: 3 clusters Score -699483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -699482.687500 Penalty: 4300.192383
	Iteration 34Q: 3 clusters Score -699482.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -699482.687500 Penalty: 4300.192383
	Iteration 35F: 3 clusters Score -699482.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Entering Unmasked Estep 
Score: -6796318.000000 Penalty: 2708.062012
	Iteration 0F: 2 clusters Score -6796318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -6759294.500000 Penalty: 5416.124023
	Iteration 0F: 3 clusters Score -6759294 nChanged 25630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -6773874.000000 Penalty: 5416.124023
	Iteration 1F: 3 clusters Score -6773874 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -6774544.500000 Penalty: 5416.124023
	Iteration 2Q: 3 clusters Score -6774544 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6775100.000000 Penalty: 5416.124023
	Iteration 3Q: 3 clusters Score -6775100 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -6775791.000000 Penalty: 5416.124023
	Iteration 4Q: 3 clusters Score -6775791 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -6776719.500000 Penalty: 5416.124023
	Iteration 5Q: 3 clusters Score -6776720 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -6778032.500000 Penalty: 5416.124023
	Iteration 6Q: 3 clusters Score -6778032 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6779917.000000 Penalty: 5416.124023
	Iteration 7F: 3 clusters Score -6779917 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -6782412.500000 Penalty: 5416.124023
	Iteration 8F: 3 clusters Score -6782412 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -6785234.000000 Penalty: 5416.124023
	Iteration 9F: 3 clusters Score -6785234 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -6787874.000000 Penalty: 5416.124023
	Iteration 10F: 3 clusters Score -6787874 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -6790077.500000 Penalty: 5416.124023
	Iteration 11Q: 3 clusters Score -6790078 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6791731.000000 Penalty: 5416.124023
	Iteration 12Q: 3 clusters Score -6791731 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6792843.000000 Penalty: 5416.124023
	Iteration 13Q: 3 clusters Score -6792843 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6793579.500000 Penalty: 5416.124023
	Iteration 14Q: 3 clusters Score -6793580 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6793932.500000 Penalty: 5416.124023
	Iteration 15Q: 3 clusters Score -6793932 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6794166.000000 Penalty: 5416.124023
	Iteration 16Q: 3 clusters Score -6794166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6794305.500000 Penalty: 5416.124023
	Iteration 17Q: 3 clusters Score -6794306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6794378.500000 Penalty: 5416.124023
	Iteration 18Q: 3 clusters Score -6794378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6794430.500000 Penalty: 5416.124023
	Iteration 19Q: 3 clusters Score -6794430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6794454.000000 Penalty: 5416.124023
	Iteration 20F: 3 clusters Score -6794454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6794468.000000 Penalty: 5416.124023
	Iteration 21Q: 3 clusters Score -6794468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6794477.000000 Penalty: 5416.124023
	Iteration 22Q: 3 clusters Score -6794477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6794483.500000 Penalty: 5416.124023
	Iteration 23Q: 3 clusters Score -6794484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6794490.500000 Penalty: 5416.124023
	Iteration 24Q: 3 clusters Score -6794490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6794490.500000 Penalty: 5416.124023
	Iteration 25Q: 3 clusters Score -6794490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6794503.500000 Penalty: 5416.124023
	Iteration 26Q: 3 clusters Score -6794504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6794512.000000 Penalty: 5416.124023
	Iteration 27Q: 3 clusters Score -6794512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6794509.500000 Penalty: 5416.124023
	Iteration 28Q: 3 clusters Score -6794510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6794513.500000 Penalty: 5416.124023
	Iteration 29Q: 3 clusters Score -6794514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6794515.500000 Penalty: 5416.124023
	Iteration 30Q: 3 clusters Score -6794516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6794518.000000 Penalty: 5416.124023
	Iteration 31Q: 3 clusters Score -6794518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6794517.000000 Penalty: 5416.124023
	Iteration 32Q: 3 clusters Score -6794517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6794517.000000 Penalty: 5416.124023
	Iteration 33F: 3 clusters Score -6794517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Entering Unmasked Estep 
Score: -1280850.375000 Penalty: 2304.533203
	Iteration 0F: 2 clusters Score -1280850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1272755.375000 Penalty: 4609.066406
	Iteration 0F: 3 clusters Score -1272755 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1275277.500000 Penalty: 4609.066406
	Iteration 1F: 3 clusters Score -1275278 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1275629.375000 Penalty: 4609.066406
	Iteration 2F: 3 clusters Score -1275629 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1275893.125000 Penalty: 4609.066406
	Iteration 3F: 3 clusters Score -1275893 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1276121.250000 Penalty: 4609.066406
	Iteration 4Q: 3 clusters Score -1276121 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1276308.625000 Penalty: 4609.066406
	Iteration 5Q: 3 clusters Score -1276309 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1276489.250000 Penalty: 4609.066406
	Iteration 6Q: 3 clusters Score -1276489 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1276654.500000 Penalty: 4609.066406
	Iteration 7Q: 3 clusters Score -1276654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1276824.500000 Penalty: 4609.066406
	Iteration 8Q: 3 clusters Score -1276824 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1276966.375000 Penalty: 4609.066406
	Iteration 9Q: 3 clusters Score -1276966 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1277133.000000 Penalty: 4609.066406
	Iteration 10Q: 3 clusters Score -1277133 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1277324.500000 Penalty: 4609.066406
	Iteration 11Q: 3 clusters Score -1277324 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1277489.500000 Penalty: 4609.066406
	Iteration 12Q: 3 clusters Score -1277490 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1277649.000000 Penalty: 4609.066406
	Iteration 13Q: 3 clusters Score -1277649 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1277829.875000 Penalty: 4609.066406
	Iteration 14Q: 3 clusters Score -1277830 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1278019.000000 Penalty: 4609.066406
	Iteration 15Q: 3 clusters Score -1278019 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1278223.750000 Penalty: 4609.066406
	Iteration 16Q: 3 clusters Score -1278224 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1278380.750000 Penalty: 4609.066406
	Iteration 17Q: 3 clusters Score -1278381 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1278512.500000 Penalty: 4609.066406
	Iteration 18Q: 3 clusters Score -1278512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1278637.000000 Penalty: 4609.066406
	Iteration 19Q: 3 clusters Score -1278637 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1278728.250000 Penalty: 4609.066406
	Iteration 20F: 3 clusters Score -1278728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1278805.750000 Penalty: 4609.066406
	Iteration 21Q: 3 clusters Score -1278806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1278882.750000 Penalty: 4609.066406
	Iteration 22Q: 3 clusters Score -1278883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1278922.250000 Penalty: 4609.066406
	Iteration 23Q: 3 clusters Score -1278922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1278960.625000 Penalty: 4609.066406
	Iteration 24Q: 3 clusters Score -1278961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1278985.375000 Penalty: 4609.066406
	Iteration 25Q: 3 clusters Score -1278985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1279001.000000 Penalty: 4609.066406
	Iteration 26Q: 3 clusters Score -1279001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1279010.875000 Penalty: 4609.066406
	Iteration 27Q: 3 clusters Score -1279011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1279016.625000 Penalty: 4609.066406
	Iteration 28Q: 3 clusters Score -1279017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1279024.875000 Penalty: 4609.066406
	Iteration 29Q: 3 clusters Score -1279025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1279034.625000 Penalty: 4609.066406
	Iteration 30Q: 3 clusters Score -1279035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1279040.000000 Penalty: 4609.066406
	Iteration 31Q: 3 clusters Score -1279040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1279047.500000 Penalty: 4609.066406
	Iteration 32Q: 3 clusters Score -1279048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1279047.250000 Penalty: 4609.066406
	Iteration 33Q: 3 clusters Score -1279047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1279050.875000 Penalty: 4609.066406
	Iteration 34Q: 3 clusters Score -1279051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1279060.750000 Penalty: 4609.066406
	Iteration 35Q: 3 clusters Score -1279061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1279065.250000 Penalty: 4609.066406
	Iteration 36Q: 3 clusters Score -1279065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1279074.375000 Penalty: 4609.066406
	Iteration 37Q: 3 clusters Score -1279074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1279081.750000 Penalty: 4609.066406
	Iteration 38Q: 3 clusters Score -1279082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1279085.625000 Penalty: 4609.066406
	Iteration 39Q: 3 clusters Score -1279086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1279088.875000 Penalty: 4609.066406
	Iteration 40F: 3 clusters Score -1279089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1279090.500000 Penalty: 4609.066406
	Iteration 41Q: 3 clusters Score -1279090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1279096.750000 Penalty: 4609.066406
	Iteration 42Q: 3 clusters Score -1279097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1279103.750000 Penalty: 4609.066406
	Iteration 43Q: 3 clusters Score -1279104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1279105.375000 Penalty: 4609.066406
	Iteration 44Q: 3 clusters Score -1279105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1279107.625000 Penalty: 4609.066406
	Iteration 45Q: 3 clusters Score -1279108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1279107.000000 Penalty: 4609.066406
	Iteration 46Q: 3 clusters Score -1279107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1279111.375000 Penalty: 4609.066406
	Iteration 47Q: 3 clusters Score -1279111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1279109.625000 Penalty: 4609.066406
	Iteration 48Q: 3 clusters Score -1279110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1279109.625000 Penalty: 4609.066406
	Iteration 49F: 3 clusters Score -1279110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Entering Unmasked Estep 
Score: -565409.500000 Penalty: 2107.860107
	Iteration 0F: 2 clusters Score -565409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -561023.625000 Penalty: 4215.720215
	Iteration 0F: 3 clusters Score -561023.6 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -562156.750000 Penalty: 4215.720215
	Iteration 1F: 3 clusters Score -562156.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -562394.875000 Penalty: 4215.720215
	Iteration 2F: 3 clusters Score -562394.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -562596.625000 Penalty: 4215.720215
	Iteration 3F: 3 clusters Score -562596.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -562795.562500 Penalty: 4215.720215
	Iteration 4F: 3 clusters Score -562795.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -562941.437500 Penalty: 4215.720215
	Iteration 5Q: 3 clusters Score -562941.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -563066.625000 Penalty: 4215.720215
	Iteration 6Q: 3 clusters Score -563066.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -563155.437500 Penalty: 4215.720215
	Iteration 7Q: 3 clusters Score -563155.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -563242.750000 Penalty: 4215.720215
	Iteration 8Q: 3 clusters Score -563242.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -563327.562500 Penalty: 4215.720215
	Iteration 9Q: 3 clusters Score -563327.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -563431.125000 Penalty: 4215.720215
	Iteration 10Q: 3 clusters Score -563431.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -563520.250000 Penalty: 4215.720215
	Iteration 11Q: 3 clusters Score -563520.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -563613.812500 Penalty: 4215.720215
	Iteration 12Q: 3 clusters Score -563613.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -563713.750000 Penalty: 4215.720215
	Iteration 13Q: 3 clusters Score -563713.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -563813.250000 Penalty: 4215.720215
	Iteration 14Q: 3 clusters Score -563813.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -563906.000000 Penalty: 4215.720215
	Iteration 15Q: 3 clusters Score -563906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -564007.812500 Penalty: 4215.720215
	Iteration 16Q: 3 clusters Score -564007.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -564084.000000 Penalty: 4215.720215
	Iteration 17Q: 3 clusters Score -564084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -564128.500000 Penalty: 4215.720215
	Iteration 18Q: 3 clusters Score -564128.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -564159.750000 Penalty: 4215.720215
	Iteration 19Q: 3 clusters Score -564159.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -564179.875000 Penalty: 4215.720215
	Iteration 20F: 3 clusters Score -564179.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -564199.250000 Penalty: 4215.720215
	Iteration 21Q: 3 clusters Score -564199.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -564213.562500 Penalty: 4215.720215
	Iteration 22Q: 3 clusters Score -564213.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -564231.000000 Penalty: 4215.720215
	Iteration 23Q: 3 clusters Score -564231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -564243.062500 Penalty: 4215.720215
	Iteration 24Q: 3 clusters Score -564243.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -564259.812500 Penalty: 4215.720215
	Iteration 25Q: 3 clusters Score -564259.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -564279.437500 Penalty: 4215.720215
	Iteration 26Q: 3 clusters Score -564279.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -564305.000000 Penalty: 4215.720215
	Iteration 27Q: 3 clusters Score -564305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -564330.562500 Penalty: 4215.720215
	Iteration 28Q: 3 clusters Score -564330.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -564351.625000 Penalty: 4215.720215
	Iteration 29Q: 3 clusters Score -564351.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -564368.437500 Penalty: 4215.720215
	Iteration 30Q: 3 clusters Score -564368.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -564376.500000 Penalty: 4215.720215
	Iteration 31Q: 3 clusters Score -564376.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -564382.187500 Penalty: 4215.720215
	Iteration 32Q: 3 clusters Score -564382.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -564384.937500 Penalty: 4215.720215
	Iteration 33Q: 3 clusters Score -564384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -564387.437500 Penalty: 4215.720215
	Iteration 34Q: 3 clusters Score -564387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -564390.000000 Penalty: 4215.720215
	Iteration 35Q: 3 clusters Score -564390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -564391.812500 Penalty: 4215.720215
	Iteration 36Q: 3 clusters Score -564391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -564392.187500 Penalty: 4215.720215
	Iteration 37Q: 3 clusters Score -564392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -564392.187500 Penalty: 4215.720215
	Iteration 38F: 3 clusters Score -564392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175807 members 
Entering Unmasked Estep 
Score: -21806646.000000 Penalty: 2995.131104
	Iteration 0F: 2 clusters Score -2.180665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -21690900.000000 Penalty: 5990.262207
	Iteration 0F: 3 clusters Score -2.16909e+07 nChanged 84223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -21740768.000000 Penalty: 5990.262207
	Iteration 1F: 3 clusters Score -2.174077e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -21742254.000000 Penalty: 5990.262207
	Iteration 2Q: 3 clusters Score -2.174225e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -21744314.000000 Penalty: 5990.262207
	Iteration 3Q: 3 clusters Score -2.174431e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -21747270.000000 Penalty: 5990.262207
	Iteration 4Q: 3 clusters Score -2.174727e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -21751874.000000 Penalty: 5990.262207
	Iteration 5Q: 3 clusters Score -2.175187e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -21758530.000000 Penalty: 5990.262207
	Iteration 6F: 3 clusters Score -2.175853e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -21767260.000000 Penalty: 5990.262207
	Iteration 7F: 3 clusters Score -2.176726e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -21776908.000000 Penalty: 5990.262207
	Iteration 8F: 3 clusters Score -2.177691e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -21783272.000000 Penalty: 5990.262207
	Iteration 9F: 3 clusters Score -2.178327e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -21786492.000000 Penalty: 5990.262207
	Iteration 10Q: 3 clusters Score -2.178649e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113268 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -21788244.000000 Penalty: 5990.262207
	Iteration 11Q: 3 clusters Score -2.178824e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -21790042.000000 Penalty: 5990.262207
	Iteration 12Q: 3 clusters Score -2.179004e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117975 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -21791648.000000 Penalty: 5990.262207
	Iteration 13Q: 3 clusters Score -2.179165e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -21793092.000000 Penalty: 5990.262207
	Iteration 14Q: 3 clusters Score -2.179309e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122099 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -21794502.000000 Penalty: 5990.262207
	Iteration 15Q: 3 clusters Score -2.17945e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -21795618.000000 Penalty: 5990.262207
	Iteration 16Q: 3 clusters Score -2.179562e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -21796236.000000 Penalty: 5990.262207
	Iteration 17Q: 3 clusters Score -2.179624e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126721 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -21796782.000000 Penalty: 5990.262207
	Iteration 18Q: 3 clusters Score -2.179678e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127998 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -21797300.000000 Penalty: 5990.262207
	Iteration 19Q: 3 clusters Score -2.17973e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129174 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -21797512.000000 Penalty: 5990.262207
	Iteration 20F: 3 clusters Score -2.179751e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -21797746.000000 Penalty: 5990.262207
	Iteration 21Q: 3 clusters Score -2.179775e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131439 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -21798012.000000 Penalty: 5990.262207
	Iteration 22Q: 3 clusters Score -2.179801e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132617 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -21798250.000000 Penalty: 5990.262207
	Iteration 23Q: 3 clusters Score -2.179825e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133820 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -21798548.000000 Penalty: 5990.262207
	Iteration 24Q: 3 clusters Score -2.179855e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135052 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -21798774.000000 Penalty: 5990.262207
	Iteration 25Q: 3 clusters Score -2.179877e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136243 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -21799020.000000 Penalty: 5990.262207
	Iteration 26Q: 3 clusters Score -2.179902e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137436 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -21799208.000000 Penalty: 5990.262207
	Iteration 27Q: 3 clusters Score -2.179921e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -21799434.000000 Penalty: 5990.262207
	Iteration 28Q: 3 clusters Score -2.179943e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -21799702.000000 Penalty: 5990.262207
	Iteration 29Q: 3 clusters Score -2.17997e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -21799980.000000 Penalty: 5990.262207
	Iteration 30Q: 3 clusters Score -2.179998e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142415 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -21800260.000000 Penalty: 5990.262207
	Iteration 31Q: 3 clusters Score -2.180026e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -21800552.000000 Penalty: 5990.262207
	Iteration 32Q: 3 clusters Score -2.180055e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145054 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -21800904.000000 Penalty: 5990.262207
	Iteration 33Q: 3 clusters Score -2.18009e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146326 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -21801128.000000 Penalty: 5990.262207
	Iteration 34Q: 3 clusters Score -2.180113e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -21801524.000000 Penalty: 5990.262207
	Iteration 35Q: 3 clusters Score -2.180152e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148907 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -21801818.000000 Penalty: 5990.262207
	Iteration 36Q: 3 clusters Score -2.180182e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -21802018.000000 Penalty: 5990.262207
	Iteration 37Q: 3 clusters Score -2.180202e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151427 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -21802244.000000 Penalty: 5990.262207
	Iteration 38Q: 3 clusters Score -2.180224e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -21802484.000000 Penalty: 5990.262207
	Iteration 39Q: 3 clusters Score -2.180248e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -21802704.000000 Penalty: 5990.262207
	Iteration 40F: 3 clusters Score -2.18027e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -21802938.000000 Penalty: 5990.262207
	Iteration 41Q: 3 clusters Score -2.180294e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156172 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -21803070.000000 Penalty: 5990.262207
	Iteration 42Q: 3 clusters Score -2.180307e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -21803168.000000 Penalty: 5990.262207
	Iteration 43Q: 3 clusters Score -2.180317e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158159 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -21803358.000000 Penalty: 5990.262207
	Iteration 44Q: 3 clusters Score -2.180336e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159095 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -21803522.000000 Penalty: 5990.262207
	Iteration 45Q: 3 clusters Score -2.180352e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160029 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -21803794.000000 Penalty: 5990.262207
	Iteration 46Q: 3 clusters Score -2.180379e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -21803978.000000 Penalty: 5990.262207
	Iteration 47Q: 3 clusters Score -2.180398e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -21804118.000000 Penalty: 5990.262207
	Iteration 48Q: 3 clusters Score -2.180412e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162655 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -21804234.000000 Penalty: 5990.262207
	Iteration 49Q: 3 clusters Score -2.180423e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -21804272.000000 Penalty: 5990.262207
	Iteration 50Q: 3 clusters Score -2.180427e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -21804322.000000 Penalty: 5990.262207
	Iteration 51Q: 3 clusters Score -2.180432e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -21804492.000000 Penalty: 5990.262207
	Iteration 52Q: 3 clusters Score -2.180449e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165347 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -21804578.000000 Penalty: 5990.262207
	Iteration 53Q: 3 clusters Score -2.180458e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -21804700.000000 Penalty: 5990.262207
	Iteration 54Q: 3 clusters Score -2.18047e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -21804790.000000 Penalty: 5990.262207
	Iteration 55Q: 3 clusters Score -2.180479e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167052 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -21804870.000000 Penalty: 5990.262207
	Iteration 56Q: 3 clusters Score -2.180487e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -21804860.000000 Penalty: 5990.262207
	Iteration 57Q: 3 clusters Score -2.180486e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167934 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -21804890.000000 Penalty: 5990.262207
	Iteration 58Q: 3 clusters Score -2.180489e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168336 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -21804920.000000 Penalty: 5990.262207
	Iteration 59Q: 3 clusters Score -2.180492e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -21804920.000000 Penalty: 5990.262207
	Iteration 60F: 3 clusters Score -2.180492e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168991 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -21804950.000000 Penalty: 5990.262207
	Iteration 61Q: 3 clusters Score -2.180495e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -21804986.000000 Penalty: 5990.262207
	Iteration 62Q: 3 clusters Score -2.180499e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -21805004.000000 Penalty: 5990.262207
	Iteration 63Q: 3 clusters Score -2.1805e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -21805002.000000 Penalty: 5990.262207
	Iteration 64Q: 3 clusters Score -2.1805e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170044 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -21805018.000000 Penalty: 5990.262207
	Iteration 65Q: 3 clusters Score -2.180502e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -21805050.000000 Penalty: 5990.262207
	Iteration 66Q: 3 clusters Score -2.180505e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170449 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -21805048.000000 Penalty: 5990.262207
	Iteration 67Q: 3 clusters Score -2.180505e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -21805056.000000 Penalty: 5990.262207
	Iteration 68Q: 3 clusters Score -2.180506e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -21805096.000000 Penalty: 5990.262207
	Iteration 69Q: 3 clusters Score -2.18051e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -21805112.000000 Penalty: 5990.262207
	Iteration 70Q: 3 clusters Score -2.180511e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171053 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -21805154.000000 Penalty: 5990.262207
	Iteration 71Q: 3 clusters Score -2.180515e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171175 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -21805174.000000 Penalty: 5990.262207
	Iteration 72Q: 3 clusters Score -2.180517e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -21805144.000000 Penalty: 5990.262207
	Iteration 73Q: 3 clusters Score -2.180514e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171407 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -21805184.000000 Penalty: 5990.262207
	Iteration 74Q: 3 clusters Score -2.180518e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -21805172.000000 Penalty: 5990.262207
	Iteration 75Q: 3 clusters Score -2.180517e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -21805154.000000 Penalty: 5990.262207
	Iteration 76Q: 3 clusters Score -2.180515e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171624 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -21805182.000000 Penalty: 5990.262207
	Iteration 77Q: 3 clusters Score -2.180518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171687 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -21805144.000000 Penalty: 5990.262207
	Iteration 78Q: 3 clusters Score -2.180514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -21805164.000000 Penalty: 5990.262207
	Iteration 79Q: 3 clusters Score -2.180516e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -21805192.000000 Penalty: 5990.262207
	Iteration 80F: 3 clusters Score -2.180519e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171868 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -21805172.000000 Penalty: 5990.262207
	Iteration 81Q: 3 clusters Score -2.180517e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -21805174.000000 Penalty: 5990.262207
	Iteration 82Q: 3 clusters Score -2.180517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21805166.000000 Penalty: 5990.262207
	Iteration 83Q: 3 clusters Score -2.180517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -21805148.000000 Penalty: 5990.262207
	Iteration 84Q: 3 clusters Score -2.180515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -21805176.000000 Penalty: 5990.262207
	Iteration 85Q: 3 clusters Score -2.180518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172030 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -21805170.000000 Penalty: 5990.262207
	Iteration 86Q: 3 clusters Score -2.180517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -21805138.000000 Penalty: 5990.262207
	Iteration 87Q: 3 clusters Score -2.180514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -21805122.000000 Penalty: 5990.262207
	Iteration 88Q: 3 clusters Score -2.180512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172102 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -21805148.000000 Penalty: 5990.262207
	Iteration 89Q: 3 clusters Score -2.180515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -21805150.000000 Penalty: 5990.262207
	Iteration 90Q: 3 clusters Score -2.180515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172146 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -21805146.000000 Penalty: 5990.262207
	Iteration 91Q: 3 clusters Score -2.180515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -21805166.000000 Penalty: 5990.262207
	Iteration 92Q: 3 clusters Score -2.180517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -21805148.000000 Penalty: 5990.262207
	Iteration 93Q: 3 clusters Score -2.180515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172212 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -21805132.000000 Penalty: 5990.262207
	Iteration 94Q: 3 clusters Score -2.180513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -21805142.000000 Penalty: 5990.262207
	Iteration 95Q: 3 clusters Score -2.180514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172240 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -21805124.000000 Penalty: 5990.262207
	Iteration 96Q: 3 clusters Score -2.180512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172261 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21805126.000000 Penalty: 5990.262207
	Iteration 97Q: 3 clusters Score -2.180513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -21805110.000000 Penalty: 5990.262207
	Iteration 98Q: 3 clusters Score -2.180511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172288 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -21805128.000000 Penalty: 5990.262207
	Iteration 99Q: 3 clusters Score -2.180513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172296 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -21805126.000000 Penalty: 5990.262207
	Iteration 100F: 3 clusters Score -2.180513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -21805134.000000 Penalty: 5990.262207
	Iteration 101Q: 3 clusters Score -2.180513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21805126.000000 Penalty: 5990.262207
	Iteration 102Q: 3 clusters Score -2.180513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -21805144.000000 Penalty: 5990.262207
	Iteration 103Q: 3 clusters Score -2.180514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -21805172.000000 Penalty: 5990.262207
	Iteration 104Q: 3 clusters Score -2.180517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -21805160.000000 Penalty: 5990.262207
	Iteration 105Q: 3 clusters Score -2.180516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172394 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -21805150.000000 Penalty: 5990.262207
	Iteration 106Q: 3 clusters Score -2.180515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -21805156.000000 Penalty: 5990.262207
	Iteration 107Q: 3 clusters Score -2.180516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21805138.000000 Penalty: 5990.262207
	Iteration 108Q: 3 clusters Score -2.180514e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172487 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -21805144.000000 Penalty: 5990.262207
	Iteration 109Q: 3 clusters Score -2.180514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -21805178.000000 Penalty: 5990.262207
	Iteration 110Q: 3 clusters Score -2.180518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21805164.000000 Penalty: 5990.262207
	Iteration 111Q: 3 clusters Score -2.180516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -21805158.000000 Penalty: 5990.262207
	Iteration 112Q: 3 clusters Score -2.180516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -21805162.000000 Penalty: 5990.262207
	Iteration 113Q: 3 clusters Score -2.180516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -21805150.000000 Penalty: 5990.262207
	Iteration 114Q: 3 clusters Score -2.180515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21805160.000000 Penalty: 5990.262207
	Iteration 115Q: 3 clusters Score -2.180516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172675 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -21805154.000000 Penalty: 5990.262207
	Iteration 116Q: 3 clusters Score -2.180515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172694 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -21805150.000000 Penalty: 5990.262207
	Iteration 117Q: 3 clusters Score -2.180515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -21805138.000000 Penalty: 5990.262207
	Iteration 118Q: 3 clusters Score -2.180514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21805120.000000 Penalty: 5990.262207
	Iteration 119Q: 3 clusters Score -2.180512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21805132.000000 Penalty: 5990.262207
	Iteration 120F: 3 clusters Score -2.180513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172739 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -21805142.000000 Penalty: 5990.262207
	Iteration 121Q: 3 clusters Score -2.180514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172747 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -21805162.000000 Penalty: 5990.262207
	Iteration 122Q: 3 clusters Score -2.180516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -21805146.000000 Penalty: 5990.262207
	Iteration 123Q: 3 clusters Score -2.180515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -21805148.000000 Penalty: 5990.262207
	Iteration 124Q: 3 clusters Score -2.180515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172768 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -21805170.000000 Penalty: 5990.262207
	Iteration 125Q: 3 clusters Score -2.180517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -21805154.000000 Penalty: 5990.262207
	Iteration 126Q: 3 clusters Score -2.180515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172784 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21805176.000000 Penalty: 5990.262207
	Iteration 127Q: 3 clusters Score -2.180518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172789 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -21805176.000000 Penalty: 5990.262207
	Iteration 128Q: 3 clusters Score -2.180518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172790 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21805176.000000 Penalty: 5990.262207
	Iteration 129Q: 3 clusters Score -2.180518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172790 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21805176.000000 Penalty: 5990.262207
	Iteration 130F: 3 clusters Score -2.180518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -1829768.375000 Penalty: 2381.959961
	Iteration 0F: 2 clusters Score -1829768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1819092.125000 Penalty: 4763.919922
	Iteration 0F: 3 clusters Score -1819092 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1822579.500000 Penalty: 4763.919922
	Iteration 1F: 3 clusters Score -1822580 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1822996.625000 Penalty: 4763.919922
	Iteration 2F: 3 clusters Score -1822997 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1823392.125000 Penalty: 4763.919922
	Iteration 3F: 3 clusters Score -1823392 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1823766.125000 Penalty: 4763.919922
	Iteration 4F: 3 clusters Score -1823766 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1824091.750000 Penalty: 4763.919922
	Iteration 5Q: 3 clusters Score -1824092 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1824405.125000 Penalty: 4763.919922
	Iteration 6Q: 3 clusters Score -1824405 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1824732.250000 Penalty: 4763.919922
	Iteration 7Q: 3 clusters Score -1824732 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1825042.750000 Penalty: 4763.919922
	Iteration 8Q: 3 clusters Score -1825043 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1825373.000000 Penalty: 4763.919922
	Iteration 9Q: 3 clusters Score -1825373 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1825685.125000 Penalty: 4763.919922
	Iteration 10Q: 3 clusters Score -1825685 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1825974.750000 Penalty: 4763.919922
	Iteration 11Q: 3 clusters Score -1825975 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1826236.875000 Penalty: 4763.919922
	Iteration 12Q: 3 clusters Score -1826237 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1826464.125000 Penalty: 4763.919922
	Iteration 13Q: 3 clusters Score -1826464 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1826694.500000 Penalty: 4763.919922
	Iteration 14Q: 3 clusters Score -1826694 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1826906.125000 Penalty: 4763.919922
	Iteration 15Q: 3 clusters Score -1826906 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1827093.500000 Penalty: 4763.919922
	Iteration 16Q: 3 clusters Score -1827094 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1827243.500000 Penalty: 4763.919922
	Iteration 17Q: 3 clusters Score -1827244 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1827394.875000 Penalty: 4763.919922
	Iteration 18Q: 3 clusters Score -1827395 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1827502.250000 Penalty: 4763.919922
	Iteration 19Q: 3 clusters Score -1827502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1827575.375000 Penalty: 4763.919922
	Iteration 20F: 3 clusters Score -1827575 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1827634.625000 Penalty: 4763.919922
	Iteration 21Q: 3 clusters Score -1827635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1827675.500000 Penalty: 4763.919922
	Iteration 22Q: 3 clusters Score -1827676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1827716.000000 Penalty: 4763.919922
	Iteration 23Q: 3 clusters Score -1827716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1827741.000000 Penalty: 4763.919922
	Iteration 24Q: 3 clusters Score -1827741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1827762.125000 Penalty: 4763.919922
	Iteration 25Q: 3 clusters Score -1827762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1827788.625000 Penalty: 4763.919922
	Iteration 26Q: 3 clusters Score -1827789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1827808.125000 Penalty: 4763.919922
	Iteration 27Q: 3 clusters Score -1827808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1827831.875000 Penalty: 4763.919922
	Iteration 28Q: 3 clusters Score -1827832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1827840.625000 Penalty: 4763.919922
	Iteration 29Q: 3 clusters Score -1827841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1827850.000000 Penalty: 4763.919922
	Iteration 30Q: 3 clusters Score -1827850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1827857.625000 Penalty: 4763.919922
	Iteration 31Q: 3 clusters Score -1827858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1827861.375000 Penalty: 4763.919922
	Iteration 32Q: 3 clusters Score -1827861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1827863.250000 Penalty: 4763.919922
	Iteration 33Q: 3 clusters Score -1827863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1827865.625000 Penalty: 4763.919922
	Iteration 34Q: 3 clusters Score -1827866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1827867.625000 Penalty: 4763.919922
	Iteration 35Q: 3 clusters Score -1827868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1827864.875000 Penalty: 4763.919922
	Iteration 36Q: 3 clusters Score -1827865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1827864.875000 Penalty: 4763.919922
	Iteration 37F: 3 clusters Score -1827865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -136594.500000 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -136594.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134452.734375 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -134452.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134878.296875 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -134878.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -135123.656250 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -135123.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135318.375000 Penalty: 3540.090088
	Iteration 3F: 3 clusters Score -135318.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135499.968750 Penalty: 3540.090088
	Iteration 4F: 3 clusters Score -135500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135673.468750 Penalty: 3540.090088
	Iteration 5F: 3 clusters Score -135673.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135795.093750 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -135795.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -135863.343750 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -135863.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135928.015625 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -135928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135986.234375 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -135986.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136051.734375 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -136051.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136181.500000 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -136181.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136249.500000 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -136249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136263.984375 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -136264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136273.859375 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -136273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136280.531250 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -136280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136283.234375 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -136283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136284.312500 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -136284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136284.312500 Penalty: 3540.090088
	Iteration 18F: 3 clusters Score -136284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Entering Unmasked Estep 
Score: -5292686.500000 Penalty: 2655.982422
	Iteration 0F: 2 clusters Score -5292686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5262405.000000 Penalty: 5311.964844
	Iteration 0F: 3 clusters Score -5262405 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -5273922.000000 Penalty: 5311.964844
	Iteration 1F: 3 clusters Score -5273922 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5274612.500000 Penalty: 5311.964844
	Iteration 2Q: 3 clusters Score -5274612 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -5275330.500000 Penalty: 5311.964844
	Iteration 3Q: 3 clusters Score -5275330 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -5276258.000000 Penalty: 5311.964844
	Iteration 4Q: 3 clusters Score -5276258 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -5277638.500000 Penalty: 5311.964844
	Iteration 5F: 3 clusters Score -5277638 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5279594.500000 Penalty: 5311.964844
	Iteration 6F: 3 clusters Score -5279594 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5282246.500000 Penalty: 5311.964844
	Iteration 7F: 3 clusters Score -5282246 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -5285291.000000 Penalty: 5311.964844
	Iteration 8F: 3 clusters Score -5285291 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -5287846.000000 Penalty: 5311.964844
	Iteration 9F: 3 clusters Score -5287846 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5290001.000000 Penalty: 5311.964844
	Iteration 10Q: 3 clusters Score -5290001 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -5291240.500000 Penalty: 5311.964844
	Iteration 11Q: 3 clusters Score -5291240 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5291688.000000 Penalty: 5311.964844
	Iteration 12Q: 3 clusters Score -5291688 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5291869.000000 Penalty: 5311.964844
	Iteration 13Q: 3 clusters Score -5291869 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -5291923.500000 Penalty: 5311.964844
	Iteration 14Q: 3 clusters Score -5291924 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -5291961.500000 Penalty: 5311.964844
	Iteration 15Q: 3 clusters Score -5291962 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -5291978.500000 Penalty: 5311.964844
	Iteration 16Q: 3 clusters Score -5291978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5291999.500000 Penalty: 5311.964844
	Iteration 17Q: 3 clusters Score -5292000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5292014.000000 Penalty: 5311.964844
	Iteration 18Q: 3 clusters Score -5292014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -5292012.000000 Penalty: 5311.964844
	Iteration 19Q: 3 clusters Score -5292012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -5292025.000000 Penalty: 5311.964844
	Iteration 20F: 3 clusters Score -5292025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -5292017.000000 Penalty: 5311.964844
	Iteration 21Q: 3 clusters Score -5292017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -5292025.500000 Penalty: 5311.964844
	Iteration 22Q: 3 clusters Score -5292026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -5292029.500000 Penalty: 5311.964844
	Iteration 23Q: 3 clusters Score -5292030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -5292023.500000 Penalty: 5311.964844
	Iteration 24Q: 3 clusters Score -5292024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -5292018.500000 Penalty: 5311.964844
	Iteration 25Q: 3 clusters Score -5292018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -5292018.500000 Penalty: 5311.964844
	Iteration 26Q: 3 clusters Score -5292018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -5292018.500000 Penalty: 5311.964844
	Iteration 27Q: 3 clusters Score -5292018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -5292025.000000 Penalty: 5311.964844
	Iteration 28Q: 3 clusters Score -5292025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -5292019.000000 Penalty: 5311.964844
	Iteration 29Q: 3 clusters Score -5292019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5292020.000000 Penalty: 5311.964844
	Iteration 30Q: 3 clusters Score -5292020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -5292020.000000 Penalty: 5311.964844
	Iteration 31Q: 3 clusters Score -5292020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5292022.000000 Penalty: 5311.964844
	Iteration 32Q: 3 clusters Score -5292022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5292022.000000 Penalty: 5311.964844
	Iteration 33F: 3 clusters Score -5292022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -821133.812500 Penalty: 2186.983643
	Iteration 0F: 2 clusters Score -821133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -815551.375000 Penalty: 4373.967285
	Iteration 0F: 3 clusters Score -815551.4 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -817063.375000 Penalty: 4373.967285
	Iteration 1F: 3 clusters Score -817063.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -817338.125000 Penalty: 4373.967285
	Iteration 2F: 3 clusters Score -817338.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -817525.000000 Penalty: 4373.967285
	Iteration 3F: 3 clusters Score -817525 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -817653.750000 Penalty: 4373.967285
	Iteration 4Q: 3 clusters Score -817653.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -817769.000000 Penalty: 4373.967285
	Iteration 5Q: 3 clusters Score -817769 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -817885.812500 Penalty: 4373.967285
	Iteration 6Q: 3 clusters Score -817885.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -817999.250000 Penalty: 4373.967285
	Iteration 7Q: 3 clusters Score -817999.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -818135.187500 Penalty: 4373.967285
	Iteration 8Q: 3 clusters Score -818135.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -818261.812500 Penalty: 4373.967285
	Iteration 9Q: 3 clusters Score -818261.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -818365.562500 Penalty: 4373.967285
	Iteration 10Q: 3 clusters Score -818365.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -818467.437500 Penalty: 4373.967285
	Iteration 11Q: 3 clusters Score -818467.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -818547.500000 Penalty: 4373.967285
	Iteration 12Q: 3 clusters Score -818547.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -818630.875000 Penalty: 4373.967285
	Iteration 13Q: 3 clusters Score -818630.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -818706.875000 Penalty: 4373.967285
	Iteration 14Q: 3 clusters Score -818706.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -818777.750000 Penalty: 4373.967285
	Iteration 15Q: 3 clusters Score -818777.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -818839.187500 Penalty: 4373.967285
	Iteration 16Q: 3 clusters Score -818839.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -818889.500000 Penalty: 4373.967285
	Iteration 17Q: 3 clusters Score -818889.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -818939.000000 Penalty: 4373.967285
	Iteration 18Q: 3 clusters Score -818939 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -818978.437500 Penalty: 4373.967285
	Iteration 19Q: 3 clusters Score -818978.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -819010.562500 Penalty: 4373.967285
	Iteration 20F: 3 clusters Score -819010.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -819035.750000 Penalty: 4373.967285
	Iteration 21Q: 3 clusters Score -819035.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -819057.937500 Penalty: 4373.967285
	Iteration 22Q: 3 clusters Score -819057.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -819079.000000 Penalty: 4373.967285
	Iteration 23Q: 3 clusters Score -819079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -819092.750000 Penalty: 4373.967285
	Iteration 24Q: 3 clusters Score -819092.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -819107.187500 Penalty: 4373.967285
	Iteration 25Q: 3 clusters Score -819107.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -819116.125000 Penalty: 4373.967285
	Iteration 26Q: 3 clusters Score -819116.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -819125.000000 Penalty: 4373.967285
	Iteration 27Q: 3 clusters Score -819125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -819135.000000 Penalty: 4373.967285
	Iteration 28Q: 3 clusters Score -819135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -819147.500000 Penalty: 4373.967285
	Iteration 29Q: 3 clusters Score -819147.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -819158.000000 Penalty: 4373.967285
	Iteration 30Q: 3 clusters Score -819158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -819164.625000 Penalty: 4373.967285
	Iteration 31Q: 3 clusters Score -819164.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -819169.562500 Penalty: 4373.967285
	Iteration 32Q: 3 clusters Score -819169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -819169.750000 Penalty: 4373.967285
	Iteration 33Q: 3 clusters Score -819169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -819171.062500 Penalty: 4373.967285
	Iteration 34Q: 3 clusters Score -819171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -819171.812500 Penalty: 4373.967285
	Iteration 35Q: 3 clusters Score -819171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -819171.812500 Penalty: 4373.967285
	Iteration 36F: 3 clusters Score -819171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -403468.500000 Penalty: 2027.954224
	Iteration 0F: 2 clusters Score -403468.5 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 1819 members 
Entering Unmasked Estep 
Score: -399864.406250 Penalty: 4055.908447
	Iteration 0F: 3 clusters Score -399864.4 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -400832.125000 Penalty: 4055.908447
	Iteration 1F: 3 clusters Score -400832.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -401217.156250 Penalty: 4055.908447
	Iteration 2F: 3 clusters Score -401217.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -401523.750000 Penalty: 4055.908447
	Iteration 3F: 3 clusters Score -401523.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -401800.437500 Penalty: 4055.908447
	Iteration 4F: 3 clusters Score -401800.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -401983.843750 Penalty: 4055.908447
	Iteration 5F: 3 clusters Score -401983.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -402126.218750 Penalty: 4055.908447
	Iteration 6Q: 3 clusters Score -402126.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -402236.437500 Penalty: 4055.908447
	Iteration 7Q: 3 clusters Score -402236.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -402331.531250 Penalty: 4055.908447
	Iteration 8Q: 3 clusters Score -402331.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -402385.468750 Penalty: 4055.908447
	Iteration 9Q: 3 clusters Score -402385.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -402430.968750 Penalty: 4055.908447
	Iteration 10Q: 3 clusters Score -402431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -402475.468750 Penalty: 4055.908447
	Iteration 11Q: 3 clusters Score -402475.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -402515.562500 Penalty: 4055.908447
	Iteration 12Q: 3 clusters Score -402515.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402537.000000 Penalty: 4055.908447
	Iteration 13Q: 3 clusters Score -402537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -402557.531250 Penalty: 4055.908447
	Iteration 14Q: 3 clusters Score -402557.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -402571.750000 Penalty: 4055.908447
	Iteration 15Q: 3 clusters Score -402571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -402581.468750 Penalty: 4055.908447
	Iteration 16Q: 3 clusters Score -402581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -402584.031250 Penalty: 4055.908447
	Iteration 17Q: 3 clusters Score -402584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -402586.968750 Penalty: 4055.908447
	Iteration 18Q: 3 clusters Score -402587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -402590.343750 Penalty: 4055.908447
	Iteration 19Q: 3 clusters Score -402590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -402591.781250 Penalty: 4055.908447
	Iteration 20F: 3 clusters Score -402591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -402592.218750 Penalty: 4055.908447
	Iteration 21Q: 3 clusters Score -402592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -402594.843750 Penalty: 4055.908447
	Iteration 22Q: 3 clusters Score -402594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -402599.000000 Penalty: 4055.908447
	Iteration 23Q: 3 clusters Score -402599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -402603.531250 Penalty: 4055.908447
	Iteration 24Q: 3 clusters Score -402603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -402607.937500 Penalty: 4055.908447
	Iteration 25Q: 3 clusters Score -402607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -402614.031250 Penalty: 4055.908447
	Iteration 26Q: 3 clusters Score -402614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -402617.937500 Penalty: 4055.908447
	Iteration 27Q: 3 clusters Score -402617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -402622.750000 Penalty: 4055.908447
	Iteration 28Q: 3 clusters Score -402622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -402626.218750 Penalty: 4055.908447
	Iteration 29Q: 3 clusters Score -402626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -402629.843750 Penalty: 4055.908447
	Iteration 30Q: 3 clusters Score -402629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -402632.781250 Penalty: 4055.908447
	Iteration 31Q: 3 clusters Score -402632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -402637.937500 Penalty: 4055.908447
	Iteration 32Q: 3 clusters Score -402637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -402639.968750 Penalty: 4055.908447
	Iteration 33Q: 3 clusters Score -402640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -402641.656250 Penalty: 4055.908447
	Iteration 34Q: 3 clusters Score -402641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -402642.187500 Penalty: 4055.908447
	Iteration 35Q: 3 clusters Score -402642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -402642.187500 Penalty: 4055.908447
	Iteration 36F: 3 clusters Score -402642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Entering Unmasked Estep 
Score: -636176.375000 Penalty: 2124.458252
	Iteration 0F: 2 clusters Score -636176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -631512.437500 Penalty: 4248.916504
	Iteration 0F: 3 clusters Score -631512.4 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -632675.750000 Penalty: 4248.916504
	Iteration 1F: 3 clusters Score -632675.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -632909.750000 Penalty: 4248.916504
	Iteration 2F: 3 clusters Score -632909.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -633083.250000 Penalty: 4248.916504
	Iteration 3F: 3 clusters Score -633083.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -633218.125000 Penalty: 4248.916504
	Iteration 4Q: 3 clusters Score -633218.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -633301.312500 Penalty: 4248.916504
	Iteration 5Q: 3 clusters Score -633301.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -633366.062500 Penalty: 4248.916504
	Iteration 6Q: 3 clusters Score -633366.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -633428.875000 Penalty: 4248.916504
	Iteration 7Q: 3 clusters Score -633428.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -633480.250000 Penalty: 4248.916504
	Iteration 8Q: 3 clusters Score -633480.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -633529.812500 Penalty: 4248.916504
	Iteration 9Q: 3 clusters Score -633529.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -633576.437500 Penalty: 4248.916504
	Iteration 10Q: 3 clusters Score -633576.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -633641.937500 Penalty: 4248.916504
	Iteration 11Q: 3 clusters Score -633641.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -633718.500000 Penalty: 4248.916504
	Iteration 12Q: 3 clusters Score -633718.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -633788.125000 Penalty: 4248.916504
	Iteration 13Q: 3 clusters Score -633788.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -633864.750000 Penalty: 4248.916504
	Iteration 14Q: 3 clusters Score -633864.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -633934.500000 Penalty: 4248.916504
	Iteration 15Q: 3 clusters Score -633934.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -633989.625000 Penalty: 4248.916504
	Iteration 16Q: 3 clusters Score -633989.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -634035.812500 Penalty: 4248.916504
	Iteration 17Q: 3 clusters Score -634035.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -634070.875000 Penalty: 4248.916504
	Iteration 18Q: 3 clusters Score -634070.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -634099.937500 Penalty: 4248.916504
	Iteration 19Q: 3 clusters Score -634099.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -634125.500000 Penalty: 4248.916504
	Iteration 20F: 3 clusters Score -634125.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -634146.437500 Penalty: 4248.916504
	Iteration 21Q: 3 clusters Score -634146.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -634171.812500 Penalty: 4248.916504
	Iteration 22Q: 3 clusters Score -634171.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -634193.562500 Penalty: 4248.916504
	Iteration 23Q: 3 clusters Score -634193.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -634210.750000 Penalty: 4248.916504
	Iteration 24Q: 3 clusters Score -634210.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -634225.062500 Penalty: 4248.916504
	Iteration 25Q: 3 clusters Score -634225.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -634241.187500 Penalty: 4248.916504
	Iteration 26Q: 3 clusters Score -634241.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -634251.500000 Penalty: 4248.916504
	Iteration 27Q: 3 clusters Score -634251.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -634258.062500 Penalty: 4248.916504
	Iteration 28Q: 3 clusters Score -634258.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -634261.500000 Penalty: 4248.916504
	Iteration 29Q: 3 clusters Score -634261.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -634267.750000 Penalty: 4248.916504
	Iteration 30Q: 3 clusters Score -634267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -634269.812500 Penalty: 4248.916504
	Iteration 31Q: 3 clusters Score -634269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -634271.375000 Penalty: 4248.916504
	Iteration 32Q: 3 clusters Score -634271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -634273.937500 Penalty: 4248.916504
	Iteration 33Q: 3 clusters Score -634273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -634278.000000 Penalty: 4248.916504
	Iteration 34Q: 3 clusters Score -634278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -634283.812500 Penalty: 4248.916504
	Iteration 35Q: 3 clusters Score -634283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -634287.375000 Penalty: 4248.916504
	Iteration 36Q: 3 clusters Score -634287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -634288.375000 Penalty: 4248.916504
	Iteration 37Q: 3 clusters Score -634288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -634290.625000 Penalty: 4248.916504
	Iteration 38Q: 3 clusters Score -634290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -634291.500000 Penalty: 4248.916504
	Iteration 39Q: 3 clusters Score -634291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -634293.062500 Penalty: 4248.916504
	Iteration 40F: 3 clusters Score -634293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -634294.062500 Penalty: 4248.916504
	Iteration 41Q: 3 clusters Score -634294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -634295.687500 Penalty: 4248.916504
	Iteration 42Q: 3 clusters Score -634295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -634295.812500 Penalty: 4248.916504
	Iteration 43Q: 3 clusters Score -634295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -634297.250000 Penalty: 4248.916504
	Iteration 44Q: 3 clusters Score -634297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -634298.375000 Penalty: 4248.916504
	Iteration 45Q: 3 clusters Score -634298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -634299.562500 Penalty: 4248.916504
	Iteration 46Q: 3 clusters Score -634299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -634300.937500 Penalty: 4248.916504
	Iteration 47Q: 3 clusters Score -634300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -634305.000000 Penalty: 4248.916504
	Iteration 48Q: 3 clusters Score -634305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -634306.437500 Penalty: 4248.916504
	Iteration 49Q: 3 clusters Score -634306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -634308.312500 Penalty: 4248.916504
	Iteration 50Q: 3 clusters Score -634308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -634310.125000 Penalty: 4248.916504
	Iteration 51Q: 3 clusters Score -634310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -634312.875000 Penalty: 4248.916504
	Iteration 52Q: 3 clusters Score -634312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -634315.062500 Penalty: 4248.916504
	Iteration 53Q: 3 clusters Score -634315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -634319.500000 Penalty: 4248.916504
	Iteration 54Q: 3 clusters Score -634319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -634321.500000 Penalty: 4248.916504
	Iteration 55Q: 3 clusters Score -634321.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -634322.625000 Penalty: 4248.916504
	Iteration 56Q: 3 clusters Score -634322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -634327.812500 Penalty: 4248.916504
	Iteration 57Q: 3 clusters Score -634327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -634333.625000 Penalty: 4248.916504
	Iteration 58Q: 3 clusters Score -634333.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -634337.062500 Penalty: 4248.916504
	Iteration 59Q: 3 clusters Score -634337.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -634341.875000 Penalty: 4248.916504
	Iteration 60F: 3 clusters Score -634341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -634346.062500 Penalty: 4248.916504
	Iteration 61Q: 3 clusters Score -634346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -634349.187500 Penalty: 4248.916504
	Iteration 62Q: 3 clusters Score -634349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -634351.312500 Penalty: 4248.916504
	Iteration 63Q: 3 clusters Score -634351.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -634356.875000 Penalty: 4248.916504
	Iteration 64Q: 3 clusters Score -634356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -634360.875000 Penalty: 4248.916504
	Iteration 65Q: 3 clusters Score -634360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -634367.500000 Penalty: 4248.916504
	Iteration 66Q: 3 clusters Score -634367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -634371.812500 Penalty: 4248.916504
	Iteration 67Q: 3 clusters Score -634371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -634374.000000 Penalty: 4248.916504
	Iteration 68Q: 3 clusters Score -634374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -634376.562500 Penalty: 4248.916504
	Iteration 69Q: 3 clusters Score -634376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -634376.250000 Penalty: 4248.916504
	Iteration 70Q: 3 clusters Score -634376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -634378.625000 Penalty: 4248.916504
	Iteration 71Q: 3 clusters Score -634378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -634379.750000 Penalty: 4248.916504
	Iteration 72Q: 3 clusters Score -634379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -634378.625000 Penalty: 4248.916504
	Iteration 73Q: 3 clusters Score -634378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -634380.187500 Penalty: 4248.916504
	Iteration 74Q: 3 clusters Score -634380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -634383.500000 Penalty: 4248.916504
	Iteration 75Q: 3 clusters Score -634383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -634383.562500 Penalty: 4248.916504
	Iteration 76Q: 3 clusters Score -634383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -634384.062500 Penalty: 4248.916504
	Iteration 77Q: 3 clusters Score -634384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -634384.750000 Penalty: 4248.916504
	Iteration 78Q: 3 clusters Score -634384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -634384.750000 Penalty: 4248.916504
	Iteration 79F: 3 clusters Score -634384.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -1233228.250000 Penalty: 2286.337158
	Iteration 0F: 2 clusters Score -1233228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1225537.750000 Penalty: 4572.674316
	Iteration 0F: 3 clusters Score -1225538 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1227757.750000 Penalty: 4572.674316
	Iteration 1F: 3 clusters Score -1227758 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1228021.750000 Penalty: 4572.674316
	Iteration 2F: 3 clusters Score -1228022 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1228213.250000 Penalty: 4572.674316
	Iteration 3Q: 3 clusters Score -1228213 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1228361.875000 Penalty: 4572.674316
	Iteration 4Q: 3 clusters Score -1228362 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1228474.125000 Penalty: 4572.674316
	Iteration 5Q: 3 clusters Score -1228474 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1228576.625000 Penalty: 4572.674316
	Iteration 6Q: 3 clusters Score -1228577 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1228659.375000 Penalty: 4572.674316
	Iteration 7Q: 3 clusters Score -1228659 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1228731.000000 Penalty: 4572.674316
	Iteration 8Q: 3 clusters Score -1228731 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1228800.125000 Penalty: 4572.674316
	Iteration 9Q: 3 clusters Score -1228800 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1228903.625000 Penalty: 4572.674316
	Iteration 10Q: 3 clusters Score -1228904 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1229026.250000 Penalty: 4572.674316
	Iteration 11Q: 3 clusters Score -1229026 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1229184.875000 Penalty: 4572.674316
	Iteration 12Q: 3 clusters Score -1229185 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1229367.250000 Penalty: 4572.674316
	Iteration 13Q: 3 clusters Score -1229367 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1229609.500000 Penalty: 4572.674316
	Iteration 14Q: 3 clusters Score -1229610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1229897.000000 Penalty: 4572.674316
	Iteration 15Q: 3 clusters Score -1229897 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1230230.625000 Penalty: 4572.674316
	Iteration 16Q: 3 clusters Score -1230231 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1230575.125000 Penalty: 4572.674316
	Iteration 17Q: 3 clusters Score -1230575 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1230901.000000 Penalty: 4572.674316
	Iteration 18Q: 3 clusters Score -1230901 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1231135.750000 Penalty: 4572.674316
	Iteration 19Q: 3 clusters Score -1231136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1231267.625000 Penalty: 4572.674316
	Iteration 20F: 3 clusters Score -1231268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1231356.375000 Penalty: 4572.674316
	Iteration 21Q: 3 clusters Score -1231356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1231419.625000 Penalty: 4572.674316
	Iteration 22Q: 3 clusters Score -1231420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1231456.875000 Penalty: 4572.674316
	Iteration 23Q: 3 clusters Score -1231457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1231483.625000 Penalty: 4572.674316
	Iteration 24Q: 3 clusters Score -1231484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1231496.750000 Penalty: 4572.674316
	Iteration 25Q: 3 clusters Score -1231497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1231508.875000 Penalty: 4572.674316
	Iteration 26Q: 3 clusters Score -1231509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1231512.625000 Penalty: 4572.674316
	Iteration 27Q: 3 clusters Score -1231513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1231519.000000 Penalty: 4572.674316
	Iteration 28Q: 3 clusters Score -1231519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1231522.125000 Penalty: 4572.674316
	Iteration 29Q: 3 clusters Score -1231522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1231522.125000 Penalty: 4572.674316
	Iteration 30Q: 3 clusters Score -1231522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1231522.375000 Penalty: 4572.674316
	Iteration 31Q: 3 clusters Score -1231522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1231524.000000 Penalty: 4572.674316
	Iteration 32Q: 3 clusters Score -1231524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1231529.875000 Penalty: 4572.674316
	Iteration 33Q: 3 clusters Score -1231530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1231528.875000 Penalty: 4572.674316
	Iteration 34Q: 3 clusters Score -1231529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1231529.750000 Penalty: 4572.674316
	Iteration 35Q: 3 clusters Score -1231530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1231529.750000 Penalty: 4572.674316
	Iteration 36F: 3 clusters Score -1231530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Entering Unmasked Estep 
Score: -3466984.500000 Penalty: 2545.140869
	Iteration 0F: 2 clusters Score -3466984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3447357.000000 Penalty: 5090.281738
	Iteration 0F: 3 clusters Score -3447357 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3454151.000000 Penalty: 5090.281738
	Iteration 1F: 3 clusters Score -3454151 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3454502.250000 Penalty: 5090.281738
	Iteration 2Q: 3 clusters Score -3454502 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3454784.500000 Penalty: 5090.281738
	Iteration 3Q: 3 clusters Score -3454784 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3455039.000000 Penalty: 5090.281738
	Iteration 4Q: 3 clusters Score -3455039 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3455222.000000 Penalty: 5090.281738
	Iteration 5Q: 3 clusters Score -3455222 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3455436.000000 Penalty: 5090.281738
	Iteration 6Q: 3 clusters Score -3455436 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3455631.250000 Penalty: 5090.281738
	Iteration 7Q: 3 clusters Score -3455631 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3455873.000000 Penalty: 5090.281738
	Iteration 8Q: 3 clusters Score -3455873 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3456099.000000 Penalty: 5090.281738
	Iteration 9Q: 3 clusters Score -3456099 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3456335.750000 Penalty: 5090.281738
	Iteration 10Q: 3 clusters Score -3456336 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3456531.500000 Penalty: 5090.281738
	Iteration 11Q: 3 clusters Score -3456532 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3456806.250000 Penalty: 5090.281738
	Iteration 12Q: 3 clusters Score -3456806 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3457185.250000 Penalty: 5090.281738
	Iteration 13Q: 3 clusters Score -3457185 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3457624.500000 Penalty: 5090.281738
	Iteration 14Q: 3 clusters Score -3457624 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3458168.000000 Penalty: 5090.281738
	Iteration 15Q: 3 clusters Score -3458168 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3458842.500000 Penalty: 5090.281738
	Iteration 16Q: 3 clusters Score -3458842 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3459603.000000 Penalty: 5090.281738
	Iteration 17Q: 3 clusters Score -3459603 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3460225.500000 Penalty: 5090.281738
	Iteration 18Q: 3 clusters Score -3460226 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3460665.750000 Penalty: 5090.281738
	Iteration 19Q: 3 clusters Score -3460666 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3460952.500000 Penalty: 5090.281738
	Iteration 20F: 3 clusters Score -3460952 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3461105.000000 Penalty: 5090.281738
	Iteration 21Q: 3 clusters Score -3461105 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3461207.000000 Penalty: 5090.281738
	Iteration 22Q: 3 clusters Score -3461207 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3461286 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3461340 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3461423.250000 Penalty: 5090.281738
	Iteration 25Q: 3 clusters Score -3461423 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3461519.750000 Penalty: 5090.281738
	Iteration 26Q: 3 clusters Score -3461520 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3461590 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3461662 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3461734.250000 Penalty: 5090.281738
	Iteration 29Q: 3 clusters Score -3461734 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3461806.000000 Penalty: 5090.281738
	Iteration 30Q: 3 clusters Score -3461806 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3461842.750000 Penalty: 5090.281738
	Iteration 31Q: 3 clusters Score -3461843 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3461886 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3461929.500000 Penalty: 5090.281738
	Iteration 33Q: 3 clusters Score -3461930 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3461970 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3461983.750000 Penalty: 5090.281738
	Iteration 35Q: 3 clusters Score -3461984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3462006.250000 Penalty: 5090.281738
	Iteration 36Q: 3 clusters Score -3462006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3462032.250000 Penalty: 5090.281738
	Iteration 37Q: 3 clusters Score -3462032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3462053.750000 Penalty: 5090.281738
	Iteration 38Q: 3 clusters Score -3462054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3462076 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3462090 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3462106.750000 Penalty: 5090.281738
	Iteration 41Q: 3 clusters Score -3462107 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3462132.750000 Penalty: 5090.281738
	Iteration 42Q: 3 clusters Score -3462133 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3462142.250000 Penalty: 5090.281738
	Iteration 43Q: 3 clusters Score -3462142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3462150.000000 Penalty: 5090.281738
	Iteration 44Q: 3 clusters Score -3462150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3462161.250000 Penalty: 5090.281738
	Iteration 45Q: 3 clusters Score -3462161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3462172.250000 Penalty: 5090.281738
	Iteration 46Q: 3 clusters Score -3462172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3462192.250000 Penalty: 5090.281738
	Iteration 47Q: 3 clusters Score -3462192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3462203.000000 Penalty: 5090.281738
	Iteration 48Q: 3 clusters Score -3462203 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3462213.500000 Penalty: 5090.281738
	Iteration 49Q: 3 clusters Score -3462214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3462216.750000 Penalty: 5090.281738
	Iteration 50Q: 3 clusters Score -3462217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3462218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3462220 nChanged 94
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Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3462231 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3462248 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3462264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3462264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3462285 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3462292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3462308.000000 Penalty: 5090.281738
	Iteration 59Q: 3 clusters Score -3462308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3462325.750000 Penalty: 5090.281738
	Iteration 60F: 3 clusters Score -3462326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3462331.750000 Penalty: 5090.281738
	Iteration 61Q: 3 clusters Score -3462332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3462326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3462341.000000 Penalty: 5090.281738
	Iteration 63Q: 3 clusters Score -3462341 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3462353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3462372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3462392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3462408 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3462426 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3462451 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3462470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3462497 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3462517.500000 Penalty: 5090.281738
	Iteration 72Q: 3 clusters Score -3462518 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3462536 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3462564 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3462595 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3462630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3462648.250000 Penalty: 5090.281738
	Iteration 77Q: 3 clusters Score -3462648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3462661 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3462689 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3462716.250000 Penalty: 5090.281738
	Iteration 80F: 3 clusters Score -3462716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3462756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3462803.500000 Penalty: 5090.281738
	Iteration 82Q: 3 clusters Score -3462804 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3462850 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3462898 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3462959 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3463013.000000 Penalty: 5090.281738
	Iteration 86Q: 3 clusters Score -3463013 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3463094 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3463182.000000 Penalty: 5090.281738
	Iteration 88Q: 3 clusters Score -3463182 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3463238.750000 Penalty: 5090.281738
	Iteration 89Q: 3 clusters Score -3463239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3463300 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3463362.250000 Penalty: 5090.281738
	Iteration 91Q: 3 clusters Score -3463362 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3463431.500000 Penalty: 5090.281738
	Iteration 92Q: 3 clusters Score -3463432 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3463493 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3463548.000000 Penalty: 5090.281738
	Iteration 94Q: 3 clusters Score -3463548 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3463633.250000 Penalty: 5090.281738
	Iteration 95Q: 3 clusters Score -3463633 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3463702.500000 Penalty: 5090.281738
	Iteration 96Q: 3 clusters Score -3463702 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3463790 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3463865.000000 Penalty: 5090.281738
	Iteration 98Q: 3 clusters Score -3463865 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3463961.500000 Penalty: 5090.281738
	Iteration 99Q: 3 clusters Score -3463962 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3464033.250000 Penalty: 5090.281738
	Iteration 100F: 3 clusters Score -3464033 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3464117.750000 Penalty: 5090.281738
	Iteration 101Q: 3 clusters Score -3464118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3464181.250000 Penalty: 5090.281738
	Iteration 102Q: 3 clusters Score -3464181 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3464240.500000 Penalty: 5090.281738
	Iteration 103Q: 3 clusters Score -3464240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3464294.750000 Penalty: 5090.281738
	Iteration 104Q: 3 clusters Score -3464295 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3464342.750000 Penalty: 5090.281738
	Iteration 105Q: 3 clusters Score -3464343 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3464391.500000 Penalty: 5090.281738
	Iteration 106Q: 3 clusters Score -3464392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3464432.000000 Penalty: 5090.281738
	Iteration 107Q: 3 clusters Score -3464432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3464487.750000 Penalty: 5090.281738
	Iteration 108Q: 3 clusters Score -3464488 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3464522.000000 Penalty: 5090.281738
	Iteration 109Q: 3 clusters Score -3464522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3464542.750000 Penalty: 5090.281738
	Iteration 110Q: 3 clusters Score -3464543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3464558.500000 Penalty: 5090.281738
	Iteration 111Q: 3 clusters Score -3464558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3464581.750000 Penalty: 5090.281738
	Iteration 112Q: 3 clusters Score -3464582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3464599.250000 Penalty: 5090.281738
	Iteration 113Q: 3 clusters Score -3464599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3464612.250000 Penalty: 5090.281738
	Iteration 114Q: 3 clusters Score -3464612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3464621.250000 Penalty: 5090.281738
	Iteration 115Q: 3 clusters Score -3464621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3464645.500000 Penalty: 5090.281738
	Iteration 116Q: 3 clusters Score -3464646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3464659.750000 Penalty: 5090.281738
	Iteration 117Q: 3 clusters Score -3464660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3464667.250000 Penalty: 5090.281738
	Iteration 118Q: 3 clusters Score -3464667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3464667.500000 Penalty: 5090.281738
	Iteration 119Q: 3 clusters Score -3464668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3464679.500000 Penalty: 5090.281738
	Iteration 120F: 3 clusters Score -3464680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3464687.000000 Penalty: 5090.281738
	Iteration 121Q: 3 clusters Score -3464687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3464693.500000 Penalty: 5090.281738
	Iteration 122Q: 3 clusters Score -3464694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3464693.250000 Penalty: 5090.281738
	Iteration 123Q: 3 clusters Score -3464693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3464697.250000 Penalty: 5090.281738
	Iteration 124Q: 3 clusters Score -3464697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3464711.000000 Penalty: 5090.281738
	Iteration 125Q: 3 clusters Score -3464711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3464717.000000 Penalty: 5090.281738
	Iteration 126Q: 3 clusters Score -3464717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3464717.000000 Penalty: 5090.281738
	Iteration 127Q: 3 clusters Score -3464717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3464721.000000 Penalty: 5090.281738
	Iteration 128Q: 3 clusters Score -3464721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3464723.250000 Penalty: 5090.281738
	Iteration 129Q: 3 clusters Score -3464723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3464724.750000 Penalty: 5090.281738
	Iteration 130Q: 3 clusters Score -3464725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3464720.750000 Penalty: 5090.281738
	Iteration 131Q: 3 clusters Score -3464721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3464723.500000 Penalty: 5090.281738
	Iteration 132Q: 3 clusters Score -3464724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3464725.000000 Penalty: 5090.281738
	Iteration 133Q: 3 clusters Score -3464725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3464725.000000 Penalty: 5090.281738
	Iteration 134F: 3 clusters Score -3464725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82518.484375 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82518.48 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82746.804688 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82746.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82817.273438 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -82817.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82873.132812 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -82873.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82918.765625 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -82918.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82950.726562 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -82950.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82988.843750 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -82988.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83038.429688 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -83038.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83068.546875 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -83068.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83104.960938 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -83104.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83123.515625 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -83123.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83156.750000 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -83156.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83203.640625 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -83203.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83236.828125 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -83236.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83265.851562 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -83265.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83294.445312 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -83294.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83317.210938 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -83317.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83341.070312 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -83341.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83363.117188 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -83363.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83389.906250 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -83389.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83414.609375 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -83414.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83466.820312 Penalty: 3290.778320
	Iteration 21Q: 3 clusters Score -83466.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83510.312500 Penalty: 3290.778320
	Iteration 22Q: 3 clusters Score -83510.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83530.046875 Penalty: 3290.778320
	Iteration 23Q: 3 clusters Score -83530.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83544.265625 Penalty: 3290.778320
	Iteration 24Q: 3 clusters Score -83544.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83557.578125 Penalty: 3290.778320
	Iteration 25Q: 3 clusters Score -83557.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83576.140625 Penalty: 3290.778320
	Iteration 26Q: 3 clusters Score -83576.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83591.992188 Penalty: 3290.778320
	Iteration 27Q: 3 clusters Score -83591.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83599.031250 Penalty: 3290.778320
	Iteration 28Q: 3 clusters Score -83599.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83615.593750 Penalty: 3290.778320
	Iteration 29Q: 3 clusters Score -83615.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83630.468750 Penalty: 3290.778320
	Iteration 30Q: 3 clusters Score -83630.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83647.828125 Penalty: 3290.778320
	Iteration 31Q: 3 clusters Score -83647.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83660.390625 Penalty: 3290.778320
	Iteration 32Q: 3 clusters Score -83660.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83678.500000 Penalty: 3290.778320
	Iteration 33Q: 3 clusters Score -83678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83685.789062 Penalty: 3290.778320
	Iteration 34Q: 3 clusters Score -83685.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83694.851562 Penalty: 3290.778320
	Iteration 35Q: 3 clusters Score -83694.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83703.976562 Penalty: 3290.778320
	Iteration 36Q: 3 clusters Score -83703.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83711.085938 Penalty: 3290.778320
	Iteration 37Q: 3 clusters Score -83711.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83720.593750 Penalty: 3290.778320
	Iteration 38Q: 3 clusters Score -83720.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83737.218750 Penalty: 3290.778320
	Iteration 39Q: 3 clusters Score -83737.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83741.757812 Penalty: 3290.778320
	Iteration 40F: 3 clusters Score -83741.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83745.812500 Penalty: 3290.778320
	Iteration 41Q: 3 clusters Score -83745.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83748.593750 Penalty: 3290.778320
	Iteration 42Q: 3 clusters Score -83748.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83751.671875 Penalty: 3290.778320
	Iteration 43Q: 3 clusters Score -83751.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83753.210938 Penalty: 3290.778320
	Iteration 44Q: 3 clusters Score -83753.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83753.210938 Penalty: 3290.778320
	Iteration 45F: 3 clusters Score -83753.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Entering Unmasked Estep 
Score: -2414152.250000 Penalty: 2451.938965
	Iteration 0F: 2 clusters Score -2414152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2400247.250000 Penalty: 4903.877930
	Iteration 0F: 3 clusters Score -2400247 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2404846.500000 Penalty: 4903.877930
	Iteration 1F: 3 clusters Score -2404846 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2405263.750000 Penalty: 4903.877930
	Iteration 2F: 3 clusters Score -2405264 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2405635.250000 Penalty: 4903.877930
	Iteration 3Q: 3 clusters Score -2405635 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2405996.000000 Penalty: 4903.877930
	Iteration 4Q: 3 clusters Score -2405996 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2406392.750000 Penalty: 4903.877930
	Iteration 5Q: 3 clusters Score -2406393 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2406873.750000 Penalty: 4903.877930
	Iteration 6Q: 3 clusters Score -2406874 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2407430.250000 Penalty: 4903.877930
	Iteration 7F: 3 clusters Score -2407430 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2408094.500000 Penalty: 4903.877930
	Iteration 8F: 3 clusters Score -2408094 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2408857.750000 Penalty: 4903.877930
	Iteration 9F: 3 clusters Score -2408858 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2409692.250000 Penalty: 4903.877930
	Iteration 10F: 3 clusters Score -2409692 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2410472.500000 Penalty: 4903.877930
	Iteration 11Q: 3 clusters Score -2410472 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2411085.500000 Penalty: 4903.877930
	Iteration 12Q: 3 clusters Score -2411086 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2411488.750000 Penalty: 4903.877930
	Iteration 13Q: 3 clusters Score -2411489 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2411733.500000 Penalty: 4903.877930
	Iteration 14Q: 3 clusters Score -2411734 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2411889.000000 Penalty: 4903.877930
	Iteration 15Q: 3 clusters Score -2411889 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2411982.500000 Penalty: 4903.877930
	Iteration 16Q: 3 clusters Score -2411982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2412045.000000 Penalty: 4903.877930
	Iteration 17Q: 3 clusters Score -2412045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2412093.250000 Penalty: 4903.877930
	Iteration 18Q: 3 clusters Score -2412093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2412125.500000 Penalty: 4903.877930
	Iteration 19Q: 3 clusters Score -2412126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2412150.500000 Penalty: 4903.877930
	Iteration 20F: 3 clusters Score -2412150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2412175.250000 Penalty: 4903.877930
	Iteration 21Q: 3 clusters Score -2412175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2412195.750000 Penalty: 4903.877930
	Iteration 22Q: 3 clusters Score -2412196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2412206.750000 Penalty: 4903.877930
	Iteration 23Q: 3 clusters Score -2412207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2412218.000000 Penalty: 4903.877930
	Iteration 24Q: 3 clusters Score -2412218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2412227.250000 Penalty: 4903.877930
	Iteration 25Q: 3 clusters Score -2412227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2412232.500000 Penalty: 4903.877930
	Iteration 26Q: 3 clusters Score -2412232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2412237.500000 Penalty: 4903.877930
	Iteration 27Q: 3 clusters Score -2412238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2412244.500000 Penalty: 4903.877930
	Iteration 28Q: 3 clusters Score -2412244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2412243.000000 Penalty: 4903.877930
	Iteration 29Q: 3 clusters Score -2412243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2412244.500000 Penalty: 4903.877930
	Iteration 30Q: 3 clusters Score -2412244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2412248.750000 Penalty: 4903.877930
	Iteration 31Q: 3 clusters Score -2412249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2412249.750000 Penalty: 4903.877930
	Iteration 32Q: 3 clusters Score -2412250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2412249.750000 Penalty: 4903.877930
	Iteration 33F: 3 clusters Score -2412250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180756 members 
Mstep: Class 5 contains 21266 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 167419 members 
Mstep: Class 9 contains 16447 members 
Mstep: Class 10 contains 29188 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 13080 members 
Mstep: Class 14 contains 170683 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 175807 members 
Mstep: Class 20 contains 14834 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44784 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3559 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249728.000000 Penalty: 99613.000000
Iteration 239Q: 30 clusters Score -1.242497e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180761 members 
Mstep: Class 5 contains 21281 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167420 members 
Mstep: Class 9 contains 16447 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 7675 members 
Mstep: Class 13 contains 13083 members 
Mstep: Class 14 contains 170665 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 175805 members 
Mstep: Class 20 contains 14843 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44780 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3559 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28646 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249968.000000 Penalty: 99613.000000
Iteration 240F: 30 clusters Score -1.2425e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 180767 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12508 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167420 members 
Mstep: Class 9 contains 16443 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 13083 members 
Mstep: Class 14 contains 170654 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4914 members 
Mstep: Class 19 contains 175804 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44773 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 3565 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250032.000000 Penalty: 99613.000000
Iteration 241Q: 30 clusters Score -1.2425e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2957 members 
Mstep: Class 4 contains 180777 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 12505 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167424 members 
Mstep: Class 9 contains 16434 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19512 members 
Mstep: Class 12 contains 7668 members 
Mstep: Class 13 contains 13078 members 
Mstep: Class 14 contains 170643 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 175805 members 
Mstep: Class 20 contains 14863 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44773 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 3567 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28645 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249840.000000 Penalty: 99613.000000
Iteration 242Q: 30 clusters Score -1.242498e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 4 contains 180774 members 
Mstep: Class 5 contains 21292 members 
Mstep: Class 6 contains 12504 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167426 members 
Mstep: Class 9 contains 16426 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 13076 members 
Mstep: Class 14 contains 170641 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175806 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44775 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3570 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249768.000000 Penalty: 99613.000000
Iteration 243Q: 30 clusters Score -1.242498e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180778 members 
Mstep: Class 5 contains 21299 members 
Mstep: Class 6 contains 12504 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167427 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 7656 members 
Mstep: Class 13 contains 13076 members 
Mstep: Class 14 contains 170639 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175800 members 
Mstep: Class 20 contains 14880 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44776 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 3571 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249760.000000 Penalty: 99613.000000
Iteration 244Q: 30 clusters Score -1.242498e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180782 members 
Mstep: Class 5 contains 21299 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167427 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 7649 members 
Mstep: Class 13 contains 13075 members 
Mstep: Class 14 contains 170633 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175799 members 
Mstep: Class 20 contains 14893 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44775 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28642 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249904.000000 Penalty: 99613.000000
Iteration 245Q: 30 clusters Score -1.242499e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180779 members 
Mstep: Class 5 contains 21298 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167426 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 7639 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 170631 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175808 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44775 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28643 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249904.000000 Penalty: 99613.000000
Iteration 246Q: 30 clusters Score -1.242499e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180767 members 
Mstep: Class 5 contains 21295 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167429 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7631 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 170626 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175822 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44776 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249864.000000 Penalty: 99613.000000
Iteration 247Q: 30 clusters Score -1.242499e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180765 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167431 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7627 members 
Mstep: Class 13 contains 13073 members 
Mstep: Class 14 contains 170619 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175837 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44774 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249872.000000 Penalty: 99613.000000
Iteration 248Q: 30 clusters Score -1.242499e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180757 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12497 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167431 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 7620 members 
Mstep: Class 13 contains 13073 members 
Mstep: Class 14 contains 170617 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175849 members 
Mstep: Class 20 contains 14917 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44773 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28645 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249888.000000 Penalty: 99613.000000
Iteration 249Q: 30 clusters Score -1.242499e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180754 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12493 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167433 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7618 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 170616 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 175857 members 
Mstep: Class 20 contains 14918 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44771 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3578 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28646 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249864.000000 Penalty: 99613.000000
Iteration 250Q: 30 clusters Score -1.242499e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180749 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12495 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167432 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 13075 members 
Mstep: Class 14 contains 170617 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 175866 members 
Mstep: Class 20 contains 14923 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44771 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28646 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249848.000000 Penalty: 99613.000000
Iteration 251Q: 30 clusters Score -1.242498e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180735 members 
Mstep: Class 5 contains 21272 members 
Mstep: Class 6 contains 12496 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167430 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 7613 members 
Mstep: Class 13 contains 13073 members 
Mstep: Class 14 contains 170626 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 175878 members 
Mstep: Class 20 contains 14925 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44771 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28646 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249784.000000 Penalty: 99613.000000
Iteration 252Q: 30 clusters Score -1.242498e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180714 members 
Mstep: Class 5 contains 21272 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167429 members 
Mstep: Class 9 contains 16417 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7605 members 
Mstep: Class 13 contains 13073 members 
Mstep: Class 14 contains 170633 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 175890 members 
Mstep: Class 20 contains 14933 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44772 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28648 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249808.000000 Penalty: 99613.000000
Iteration 253Q: 30 clusters Score -1.242498e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180707 members 
Mstep: Class 5 contains 21273 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167429 members 
Mstep: Class 9 contains 16417 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7597 members 
Mstep: Class 13 contains 13072 members 
Mstep: Class 14 contains 170634 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175896 members 
Mstep: Class 20 contains 14940 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44770 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28649 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249832.000000 Penalty: 99613.000000
Iteration 254Q: 30 clusters Score -1.242498e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180697 members 
Mstep: Class 5 contains 21274 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167431 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 13071 members 
Mstep: Class 14 contains 170635 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175902 members 
Mstep: Class 20 contains 14948 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44770 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28650 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249816.000000 Penalty: 99613.000000
Iteration 255Q: 30 clusters Score -1.242498e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180697 members 
Mstep: Class 5 contains 21276 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167431 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 7581 members 
Mstep: Class 13 contains 13071 members 
Mstep: Class 14 contains 170632 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175904 members 
Mstep: Class 20 contains 14955 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44769 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3576 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28650 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249840.000000 Penalty: 99613.000000
Iteration 256Q: 30 clusters Score -1.242498e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180696 members 
Mstep: Class 5 contains 21276 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167433 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19512 members 
Mstep: Class 12 contains 7572 members 
Mstep: Class 13 contains 13072 members 
Mstep: Class 14 contains 170632 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175903 members 
Mstep: Class 20 contains 14965 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44769 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28650 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249744.000000 Penalty: 99613.000000
Iteration 257Q: 30 clusters Score -1.242497e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180686 members 
Mstep: Class 5 contains 21282 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167434 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 7563 members 
Mstep: Class 13 contains 13073 members 
Mstep: Class 14 contains 170628 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 175904 members 
Mstep: Class 20 contains 14971 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44765 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28651 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249768.000000 Penalty: 99613.000000
Iteration 258Q: 30 clusters Score -1.242498e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180680 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12506 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167433 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 7556 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 170622 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 4917 members 
Mstep: Class 19 contains 175907 members 
Mstep: Class 20 contains 14976 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44762 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3578 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28652 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249792.000000 Penalty: 99613.000000
Iteration 259Q: 30 clusters Score -1.242498e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180677 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12509 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167430 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19513 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 170618 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10852 members 
Mstep: Class 18 contains 4918 members 
Mstep: Class 19 contains 175908 members 
Mstep: Class 20 contains 14988 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44763 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3584 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28653 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249800.000000 Penalty: 99613.000000
Iteration 260F: 30 clusters Score -1.242498e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180671 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167429 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 7530 members 
Mstep: Class 13 contains 13072 members 
Mstep: Class 14 contains 170613 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175911 members 
Mstep: Class 20 contains 15000 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44767 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3585 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28656 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249912.000000 Penalty: 99613.000000
Iteration 261Q: 30 clusters Score -1.242499e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180668 members 
Mstep: Class 5 contains 21293 members 
Mstep: Class 6 contains 12509 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167430 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19516 members 
Mstep: Class 12 contains 7517 members 
Mstep: Class 13 contains 13070 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175909 members 
Mstep: Class 20 contains 15012 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44767 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3589 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28659 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249864.000000 Penalty: 99613.000000
Iteration 262Q: 30 clusters Score -1.242499e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180662 members 
Mstep: Class 5 contains 21290 members 
Mstep: Class 6 contains 12512 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167428 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7505 members 
Mstep: Class 13 contains 13069 members 
Mstep: Class 14 contains 170607 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175910 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44770 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3595 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28660 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249848.000000 Penalty: 99613.000000
Iteration 263Q: 30 clusters Score -1.242498e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180652 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167432 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7496 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 170607 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175916 members 
Mstep: Class 20 contains 15033 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44765 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 3598 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28661 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249880.000000 Penalty: 99613.000000
Iteration 264Q: 30 clusters Score -1.242499e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180644 members 
Mstep: Class 5 contains 21295 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167431 members 
Mstep: Class 9 contains 16409 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7489 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 170611 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175915 members 
Mstep: Class 20 contains 15042 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44764 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3596 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28664 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249888.000000 Penalty: 99613.000000
Iteration 265Q: 30 clusters Score -1.242499e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180632 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 8 contains 167431 members 
Mstep: Class 9 contains 16412 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 13066 members 
Mstep: Class 14 contains 170618 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175913 members 
Mstep: Class 20 contains 15050 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44765 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 28665 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249776.000000 Penalty: 99613.000000
Iteration 266Q: 30 clusters Score -1.242498e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180624 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 167431 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 13066 members 
Mstep: Class 14 contains 170616 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175921 members 
Mstep: Class 20 contains 15057 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44766 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3583 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28666 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249880.000000 Penalty: 99613.000000
Iteration 267Q: 30 clusters Score -1.242499e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180621 members 
Mstep: Class 5 contains 21290 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167433 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 170612 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175928 members 
Mstep: Class 20 contains 15060 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44761 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3584 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28667 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249904.000000 Penalty: 99613.000000
Iteration 268Q: 30 clusters Score -1.242499e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180616 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167435 members 
Mstep: Class 9 contains 16415 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 7468 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 170610 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10853 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175929 members 
Mstep: Class 20 contains 15065 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44758 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3581 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28668 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249768.000000 Penalty: 99613.000000
Iteration 269Q: 30 clusters Score -1.242498e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180613 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167436 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19512 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 170607 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175932 members 
Mstep: Class 20 contains 15071 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44757 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249776.000000 Penalty: 99613.000000
Iteration 270Q: 30 clusters Score -1.242498e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180617 members 
Mstep: Class 5 contains 21292 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167437 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 13066 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 175926 members 
Mstep: Class 20 contains 15081 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44754 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249744.000000 Penalty: 99613.000000
Iteration 271Q: 30 clusters Score -1.242497e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180620 members 
Mstep: Class 5 contains 21292 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 167437 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 7450 members 
Mstep: Class 13 contains 13064 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 175923 members 
Mstep: Class 20 contains 15088 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44755 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3570 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249776.000000 Penalty: 99613.000000
Iteration 272Q: 30 clusters Score -1.242498e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180622 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167437 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 13061 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 175925 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44754 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3568 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249752.000000 Penalty: 99613.000000
Iteration 273Q: 30 clusters Score -1.242498e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180620 members 
Mstep: Class 5 contains 21287 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167437 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19506 members 
Mstep: Class 12 contains 7432 members 
Mstep: Class 13 contains 13060 members 
Mstep: Class 14 contains 170611 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 175926 members 
Mstep: Class 20 contains 15114 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3565 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249776.000000 Penalty: 99613.000000
Iteration 274Q: 30 clusters Score -1.242498e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180621 members 
Mstep: Class 5 contains 21284 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167437 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 7421 members 
Mstep: Class 13 contains 13057 members 
Mstep: Class 14 contains 170609 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175931 members 
Mstep: Class 20 contains 15134 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44752 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249768.000000 Penalty: 99613.000000
Iteration 275Q: 30 clusters Score -1.242498e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180617 members 
Mstep: Class 5 contains 21284 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167436 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19501 members 
Mstep: Class 12 contains 7414 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170607 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175935 members 
Mstep: Class 20 contains 15147 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44752 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249784.000000 Penalty: 99613.000000
Iteration 276Q: 30 clusters Score -1.242498e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180608 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167435 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19497 members 
Mstep: Class 12 contains 7398 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170607 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175940 members 
Mstep: Class 20 contains 15167 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44752 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249872.000000 Penalty: 99613.000000
Iteration 277Q: 30 clusters Score -1.242499e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21287 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167435 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19492 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170609 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175941 members 
Mstep: Class 20 contains 15183 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249832.000000 Penalty: 99613.000000
Iteration 278Q: 30 clusters Score -1.242498e+08 nChanged 32
Entering ConstructFrom: 
Score: -124249832.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -28752.013672 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -28752.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27575.681641 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -27575.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28050.060547 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -28050.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28342.890625 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -28342.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28545.677734 Penalty: 2837.274658
	Iteration 3F: 3 clusters Score -28545.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28884.443359 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -28884.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28941.392578 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -28941.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28967.310547 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -28967.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28979.955078 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -28979.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28979.955078 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -28979.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180604 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175941 members 
Mstep: Class 20 contains 15196 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28670 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Mstep: Class 30 contains 85 members 
Entering Unmasked Estep 
Score: -124248112.000000 Penalty: 103047.937500
Splitting cluster 1 changes total score from -124249832.000000 to -124248112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -47227.281250 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -47227.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45870.167969 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45870.17 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46620.671875 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -46620.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46995.046875 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -46995.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47407.757812 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -47407.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47929.027344 Penalty: 3077.460693
	Iteration 4F: 3 clusters Score -47929.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48211.203125 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -48211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48536.210938 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -48536.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48560.089844 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -48560.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48581.226562 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -48581.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48594.492188 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -48594.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48594.492188 Penalty: 3077.460693
	Iteration 10F: 3 clusters Score -48594.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180604 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175941 members 
Mstep: Class 20 contains 15196 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28670 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Mstep: Class 30 contains 173 members 
Entering Unmasked Estep 
Score: -124249384.000000 Penalty: 103047.937500
Splitting cluster 2 changes total score from -124249832.000000 to -124249384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -338220.812500 Penalty: 1981.830933
	Iteration 0F: 2 clusters Score -338220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -335054.906250 Penalty: 3963.661865
	Iteration 0F: 3 clusters Score -335054.9 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -335777.843750 Penalty: 3963.661865
	Iteration 1F: 3 clusters Score -335777.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -335967.437500 Penalty: 3963.661865
	Iteration 2F: 3 clusters Score -335967.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -336124.937500 Penalty: 3963.661865
	Iteration 3F: 3 clusters Score -336124.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -336262.281250 Penalty: 3963.661865
	Iteration 4Q: 3 clusters Score -336262.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -336366.312500 Penalty: 3963.661865
	Iteration 5Q: 3 clusters Score -336366.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -336454.000000 Penalty: 3963.661865
	Iteration 6Q: 3 clusters Score -336454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -336538.500000 Penalty: 3963.661865
	Iteration 7Q: 3 clusters Score -336538.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -336606.562500 Penalty: 3963.661865
	Iteration 8Q: 3 clusters Score -336606.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -336664.968750 Penalty: 3963.661865
	Iteration 9Q: 3 clusters Score -336665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -336715.156250 Penalty: 3963.661865
	Iteration 10Q: 3 clusters Score -336715.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -336753.968750 Penalty: 3963.661865
	Iteration 11Q: 3 clusters Score -336754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -336784.781250 Penalty: 3963.661865
	Iteration 12Q: 3 clusters Score -336784.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -336812.750000 Penalty: 3963.661865
	Iteration 13Q: 3 clusters Score -336812.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -336837.031250 Penalty: 3963.661865
	Iteration 14Q: 3 clusters Score -336837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -336849.125000 Penalty: 3963.661865
	Iteration 15Q: 3 clusters Score -336849.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -336862.937500 Penalty: 3963.661865
	Iteration 16Q: 3 clusters Score -336862.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -336872.750000 Penalty: 3963.661865
	Iteration 17Q: 3 clusters Score -336872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -336878.812500 Penalty: 3963.661865
	Iteration 18Q: 3 clusters Score -336878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -336885.562500 Penalty: 3963.661865
	Iteration 19Q: 3 clusters Score -336885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -336891.187500 Penalty: 3963.661865
	Iteration 20F: 3 clusters Score -336891.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -336896.968750 Penalty: 3963.661865
	Iteration 21Q: 3 clusters Score -336897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -336906.562500 Penalty: 3963.661865
	Iteration 22Q: 3 clusters Score -336906.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -336917.750000 Penalty: 3963.661865
	Iteration 23Q: 3 clusters Score -336917.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -336927.062500 Penalty: 3963.661865
	Iteration 24Q: 3 clusters Score -336927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -336936.156250 Penalty: 3963.661865
	Iteration 25Q: 3 clusters Score -336936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -336945.031250 Penalty: 3963.661865
	Iteration 26Q: 3 clusters Score -336945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -336955.562500 Penalty: 3963.661865
	Iteration 27Q: 3 clusters Score -336955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -336965.000000 Penalty: 3963.661865
	Iteration 28Q: 3 clusters Score -336965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -336970.312500 Penalty: 3963.661865
	Iteration 29Q: 3 clusters Score -336970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -336977.218750 Penalty: 3963.661865
	Iteration 30Q: 3 clusters Score -336977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -336984.562500 Penalty: 3963.661865
	Iteration 31Q: 3 clusters Score -336984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -336988.343750 Penalty: 3963.661865
	Iteration 32Q: 3 clusters Score -336988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -336989.625000 Penalty: 3963.661865
	Iteration 33Q: 3 clusters Score -336989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -336989.625000 Penalty: 3963.661865
	Iteration 34F: 3 clusters Score -336989.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180604 members 
Entering Unmasked Estep 
Score: -22507442.000000 Penalty: 3001.807373
	Iteration 0F: 2 clusters Score -2.250744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -22390788.000000 Penalty: 6003.614746
	Iteration 0F: 3 clusters Score -2.239079e+07 nChanged 86893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -22441224.000000 Penalty: 6003.614746
	Iteration 1F: 3 clusters Score -2.244122e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -22442126.000000 Penalty: 6003.614746
	Iteration 2Q: 3 clusters Score -2.244213e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -22443430.000000 Penalty: 6003.614746
	Iteration 3Q: 3 clusters Score -2.244343e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -22445112.000000 Penalty: 6003.614746
	Iteration 4Q: 3 clusters Score -2.244511e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -22447636.000000 Penalty: 6003.614746
	Iteration 5Q: 3 clusters Score -2.244764e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -22451232.000000 Penalty: 6003.614746
	Iteration 6Q: 3 clusters Score -2.245123e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -22455498.000000 Penalty: 6003.614746
	Iteration 7F: 3 clusters Score -2.24555e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119535 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -22461062.000000 Penalty: 6003.614746
	Iteration 8F: 3 clusters Score -2.246106e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -22468014.000000 Penalty: 6003.614746
	Iteration 9F: 3 clusters Score -2.246801e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139762 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -22475610.000000 Penalty: 6003.614746
	Iteration 10F: 3 clusters Score -2.247561e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -22483704.000000 Penalty: 6003.614746
	Iteration 11F: 3 clusters Score -2.24837e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -22490874.000000 Penalty: 6003.614746
	Iteration 12F: 3 clusters Score -2.249087e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169083 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -22496882.000000 Penalty: 6003.614746
	Iteration 13Q: 3 clusters Score -2.249688e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -22500982.000000 Penalty: 6003.614746
	Iteration 14Q: 3 clusters Score -2.250098e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178241 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -22503280.000000 Penalty: 6003.614746
	Iteration 15Q: 3 clusters Score -2.250328e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179580 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22504266.000000 Penalty: 6003.614746
	Iteration 16Q: 3 clusters Score -2.250427e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180034 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22504574.000000 Penalty: 6003.614746
	Iteration 17Q: 3 clusters Score -2.250457e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180188 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22504628.000000 Penalty: 6003.614746
	Iteration 18Q: 3 clusters Score -2.250463e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180248 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22504704.000000 Penalty: 6003.614746
	Iteration 19Q: 3 clusters Score -2.25047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22504772.000000 Penalty: 6003.614746
	Iteration 20F: 3 clusters Score -2.250477e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180309 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22504818.000000 Penalty: 6003.614746
	Iteration 21Q: 3 clusters Score -2.250482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22504832.000000 Penalty: 6003.614746
	Iteration 22Q: 3 clusters Score -2.250483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22504854.000000 Penalty: 6003.614746
	Iteration 23Q: 3 clusters Score -2.250485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22504840.000000 Penalty: 6003.614746
	Iteration 24Q: 3 clusters Score -2.250484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22504836.000000 Penalty: 6003.614746
	Iteration 25Q: 3 clusters Score -2.250484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22504850.000000 Penalty: 6003.614746
	Iteration 26Q: 3 clusters Score -2.250485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22504844.000000 Penalty: 6003.614746
	Iteration 27Q: 3 clusters Score -2.250484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180325 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22504834.000000 Penalty: 6003.614746
	Iteration 28Q: 3 clusters Score -2.250483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180325 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22504834.000000 Penalty: 6003.614746
	Iteration 29F: 3 clusters Score -2.250483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Entering Unmasked Estep 
Score: -2548075.000000 Penalty: 2471.542725
	Iteration 0F: 2 clusters Score -2548075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2533241.250000 Penalty: 4943.085449
	Iteration 0F: 3 clusters Score -2533241 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2538349.250000 Penalty: 4943.085449
	Iteration 1F: 3 clusters Score -2538349 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2539046.750000 Penalty: 4943.085449
	Iteration 2F: 3 clusters Score -2539047 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2539735.500000 Penalty: 4943.085449
	Iteration 3F: 3 clusters Score -2539736 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2540479.500000 Penalty: 4943.085449
	Iteration 4F: 3 clusters Score -2540480 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2541236.500000 Penalty: 4943.085449
	Iteration 5F: 3 clusters Score -2541236 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2541971.750000 Penalty: 4943.085449
	Iteration 6F: 3 clusters Score -2541972 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2542667.000000 Penalty: 4943.085449
	Iteration 7F: 3 clusters Score -2542667 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2543349.250000 Penalty: 4943.085449
	Iteration 8Q: 3 clusters Score -2543349 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2544044.000000 Penalty: 4943.085449
	Iteration 9Q: 3 clusters Score -2544044 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2544651.250000 Penalty: 4943.085449
	Iteration 10Q: 3 clusters Score -2544651 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2545121.500000 Penalty: 4943.085449
	Iteration 11Q: 3 clusters Score -2545122 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2545420.000000 Penalty: 4943.085449
	Iteration 12Q: 3 clusters Score -2545420 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2545620.250000 Penalty: 4943.085449
	Iteration 13Q: 3 clusters Score -2545620 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2545767.250000 Penalty: 4943.085449
	Iteration 14Q: 3 clusters Score -2545767 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2545883.750000 Penalty: 4943.085449
	Iteration 15Q: 3 clusters Score -2545884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2545953.750000 Penalty: 4943.085449
	Iteration 16Q: 3 clusters Score -2545954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2546007.000000 Penalty: 4943.085449
	Iteration 17Q: 3 clusters Score -2546007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2546071.750000 Penalty: 4943.085449
	Iteration 18Q: 3 clusters Score -2546072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2546112.750000 Penalty: 4943.085449
	Iteration 19Q: 3 clusters Score -2546113 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2546140.750000 Penalty: 4943.085449
	Iteration 20F: 3 clusters Score -2546141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2546181.500000 Penalty: 4943.085449
	Iteration 21Q: 3 clusters Score -2546182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2546206.750000 Penalty: 4943.085449
	Iteration 22Q: 3 clusters Score -2546207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2546230.750000 Penalty: 4943.085449
	Iteration 23Q: 3 clusters Score -2546231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2546254.250000 Penalty: 4943.085449
	Iteration 24Q: 3 clusters Score -2546254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2546271.250000 Penalty: 4943.085449
	Iteration 25Q: 3 clusters Score -2546271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2546278.250000 Penalty: 4943.085449
	Iteration 26Q: 3 clusters Score -2546278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2546288.500000 Penalty: 4943.085449
	Iteration 27Q: 3 clusters Score -2546288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2546300.500000 Penalty: 4943.085449
	Iteration 28Q: 3 clusters Score -2546300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2546302.250000 Penalty: 4943.085449
	Iteration 29Q: 3 clusters Score -2546302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2546305.750000 Penalty: 4943.085449
	Iteration 30Q: 3 clusters Score -2546306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2546307.250000 Penalty: 4943.085449
	Iteration 31Q: 3 clusters Score -2546307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2546309.000000 Penalty: 4943.085449
	Iteration 32Q: 3 clusters Score -2546309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2546314.750000 Penalty: 4943.085449
	Iteration 33Q: 3 clusters Score -2546315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2546316.250000 Penalty: 4943.085449
	Iteration 34Q: 3 clusters Score -2546316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2546318.750000 Penalty: 4943.085449
	Iteration 35Q: 3 clusters Score -2546319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2546322.000000 Penalty: 4943.085449
	Iteration 36Q: 3 clusters Score -2546322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2546325.000000 Penalty: 4943.085449
	Iteration 37Q: 3 clusters Score -2546325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2546329.750000 Penalty: 4943.085449
	Iteration 38Q: 3 clusters Score -2546330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2546333.000000 Penalty: 4943.085449
	Iteration 39Q: 3 clusters Score -2546333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2546335.500000 Penalty: 4943.085449
	Iteration 40F: 3 clusters Score -2546336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2546331.750000 Penalty: 4943.085449
	Iteration 41Q: 3 clusters Score -2546332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2546333.750000 Penalty: 4943.085449
	Iteration 42Q: 3 clusters Score -2546334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2546334.500000 Penalty: 4943.085449
	Iteration 43Q: 3 clusters Score -2546334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2546336.250000 Penalty: 4943.085449
	Iteration 44Q: 3 clusters Score -2546336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2546333.750000 Penalty: 4943.085449
	Iteration 45Q: 3 clusters Score -2546334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2546333.750000 Penalty: 4943.085449
	Iteration 46F: 3 clusters Score -2546334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Entering Unmasked Estep 
Score: -1457748.625000 Penalty: 2339.801270
	Iteration 0F: 2 clusters Score -1457749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1448448.000000 Penalty: 4679.602539
	Iteration 0F: 3 clusters Score -1448448 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1451374.375000 Penalty: 4679.602539
	Iteration 1F: 3 clusters Score -1451374 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1451779.375000 Penalty: 4679.602539
	Iteration 2F: 3 clusters Score -1451779 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1452112.875000 Penalty: 4679.602539
	Iteration 3F: 3 clusters Score -1452113 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1452483.750000 Penalty: 4679.602539
	Iteration 4Q: 3 clusters Score -1452484 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1452977.250000 Penalty: 4679.602539
	Iteration 5F: 3 clusters Score -1452977 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1453584.625000 Penalty: 4679.602539
	Iteration 6F: 3 clusters Score -1453585 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1454271.875000 Penalty: 4679.602539
	Iteration 7F: 3 clusters Score -1454272 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1454877.000000 Penalty: 4679.602539
	Iteration 8F: 3 clusters Score -1454877 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1455340.875000 Penalty: 4679.602539
	Iteration 9Q: 3 clusters Score -1455341 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1455689.750000 Penalty: 4679.602539
	Iteration 10Q: 3 clusters Score -1455690 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1455968.125000 Penalty: 4679.602539
	Iteration 11Q: 3 clusters Score -1455968 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1456207.375000 Penalty: 4679.602539
	Iteration 12Q: 3 clusters Score -1456207 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1456333.250000 Penalty: 4679.602539
	Iteration 13Q: 3 clusters Score -1456333 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1456404.750000 Penalty: 4679.602539
	Iteration 14Q: 3 clusters Score -1456405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1456458.375000 Penalty: 4679.602539
	Iteration 15Q: 3 clusters Score -1456458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1456487.125000 Penalty: 4679.602539
	Iteration 16Q: 3 clusters Score -1456487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1456520.625000 Penalty: 4679.602539
	Iteration 17Q: 3 clusters Score -1456521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1456552.500000 Penalty: 4679.602539
	Iteration 18Q: 3 clusters Score -1456552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1456574.625000 Penalty: 4679.602539
	Iteration 19Q: 3 clusters Score -1456575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1456581.500000 Penalty: 4679.602539
	Iteration 20F: 3 clusters Score -1456582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1456592.875000 Penalty: 4679.602539
	Iteration 21Q: 3 clusters Score -1456593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1456599.250000 Penalty: 4679.602539
	Iteration 22Q: 3 clusters Score -1456599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1456612.125000 Penalty: 4679.602539
	Iteration 23Q: 3 clusters Score -1456612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1456619.250000 Penalty: 4679.602539
	Iteration 24Q: 3 clusters Score -1456619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1456620.625000 Penalty: 4679.602539
	Iteration 25Q: 3 clusters Score -1456621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1456625.250000 Penalty: 4679.602539
	Iteration 26Q: 3 clusters Score -1456625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1456631.625000 Penalty: 4679.602539
	Iteration 27Q: 3 clusters Score -1456632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1456631.250000 Penalty: 4679.602539
	Iteration 28Q: 3 clusters Score -1456631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1456633.875000 Penalty: 4679.602539
	Iteration 29Q: 3 clusters Score -1456634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1456636.500000 Penalty: 4679.602539
	Iteration 30Q: 3 clusters Score -1456636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1456640.000000 Penalty: 4679.602539
	Iteration 31Q: 3 clusters Score -1456640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1456640.000000 Penalty: 4679.602539
	Iteration 32Q: 3 clusters Score -1456640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1456639.500000 Penalty: 4679.602539
	Iteration 33Q: 3 clusters Score -1456640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1456640.125000 Penalty: 4679.602539
	Iteration 34Q: 3 clusters Score -1456640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1456640.250000 Penalty: 4679.602539
	Iteration 35Q: 3 clusters Score -1456640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1456642.250000 Penalty: 4679.602539
	Iteration 36Q: 3 clusters Score -1456642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1456642.000000 Penalty: 4679.602539
	Iteration 37Q: 3 clusters Score -1456642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1456642.000000 Penalty: 4679.602539
	Iteration 38F: 3 clusters Score -1456642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Entering Unmasked Estep 
Score: -594036.000000 Penalty: 2115.222168
	Iteration 0F: 2 clusters Score -594036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -589502.312500 Penalty: 4230.444336
	Iteration 0F: 3 clusters Score -589502.3 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -590742.125000 Penalty: 4230.444336
	Iteration 1F: 3 clusters Score -590742.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -591085.812500 Penalty: 4230.444336
	Iteration 2F: 3 clusters Score -591085.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -591383.000000 Penalty: 4230.444336
	Iteration 3F: 3 clusters Score -591383 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -591594.625000 Penalty: 4230.444336
	Iteration 4F: 3 clusters Score -591594.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -591743.250000 Penalty: 4230.444336
	Iteration 5Q: 3 clusters Score -591743.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -591862.000000 Penalty: 4230.444336
	Iteration 6Q: 3 clusters Score -591862 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -591950.125000 Penalty: 4230.444336
	Iteration 7Q: 3 clusters Score -591950.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -592022.312500 Penalty: 4230.444336
	Iteration 8Q: 3 clusters Score -592022.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -592077.500000 Penalty: 4230.444336
	Iteration 9Q: 3 clusters Score -592077.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -592124.750000 Penalty: 4230.444336
	Iteration 10Q: 3 clusters Score -592124.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -592161.000000 Penalty: 4230.444336
	Iteration 11Q: 3 clusters Score -592161 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -592191.187500 Penalty: 4230.444336
	Iteration 12Q: 3 clusters Score -592191.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -592213.812500 Penalty: 4230.444336
	Iteration 13Q: 3 clusters Score -592213.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -592233.625000 Penalty: 4230.444336
	Iteration 14Q: 3 clusters Score -592233.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -592251.125000 Penalty: 4230.444336
	Iteration 15Q: 3 clusters Score -592251.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -592267.125000 Penalty: 4230.444336
	Iteration 16Q: 3 clusters Score -592267.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -592280.812500 Penalty: 4230.444336
	Iteration 17Q: 3 clusters Score -592280.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -592293.875000 Penalty: 4230.444336
	Iteration 18Q: 3 clusters Score -592293.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -592307.562500 Penalty: 4230.444336
	Iteration 19Q: 3 clusters Score -592307.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -592323.375000 Penalty: 4230.444336
	Iteration 20F: 3 clusters Score -592323.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -592337.875000 Penalty: 4230.444336
	Iteration 21Q: 3 clusters Score -592337.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -592348.187500 Penalty: 4230.444336
	Iteration 22Q: 3 clusters Score -592348.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -592357.437500 Penalty: 4230.444336
	Iteration 23Q: 3 clusters Score -592357.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -592365.750000 Penalty: 4230.444336
	Iteration 24Q: 3 clusters Score -592365.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -592371.062500 Penalty: 4230.444336
	Iteration 25Q: 3 clusters Score -592371.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -592376.312500 Penalty: 4230.444336
	Iteration 26Q: 3 clusters Score -592376.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -592380.937500 Penalty: 4230.444336
	Iteration 27Q: 3 clusters Score -592380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -592385.750000 Penalty: 4230.444336
	Iteration 28Q: 3 clusters Score -592385.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -592392.250000 Penalty: 4230.444336
	Iteration 29Q: 3 clusters Score -592392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -592398.437500 Penalty: 4230.444336
	Iteration 30Q: 3 clusters Score -592398.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -592406.687500 Penalty: 4230.444336
	Iteration 31Q: 3 clusters Score -592406.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -592411.062500 Penalty: 4230.444336
	Iteration 32Q: 3 clusters Score -592411.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -592417.875000 Penalty: 4230.444336
	Iteration 33Q: 3 clusters Score -592417.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -592424.750000 Penalty: 4230.444336
	Iteration 34Q: 3 clusters Score -592424.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -592434.500000 Penalty: 4230.444336
	Iteration 35Q: 3 clusters Score -592434.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -592441.062500 Penalty: 4230.444336
	Iteration 36Q: 3 clusters Score -592441.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -592448.625000 Penalty: 4230.444336
	Iteration 37Q: 3 clusters Score -592448.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -592455.062500 Penalty: 4230.444336
	Iteration 38Q: 3 clusters Score -592455.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -592463.875000 Penalty: 4230.444336
	Iteration 39Q: 3 clusters Score -592463.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -592469.187500 Penalty: 4230.444336
	Iteration 40F: 3 clusters Score -592469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -592471.812500 Penalty: 4230.444336
	Iteration 41Q: 3 clusters Score -592471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -592477.062500 Penalty: 4230.444336
	Iteration 42Q: 3 clusters Score -592477.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -592482.375000 Penalty: 4230.444336
	Iteration 43Q: 3 clusters Score -592482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -592486.312500 Penalty: 4230.444336
	Iteration 44Q: 3 clusters Score -592486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -592494.937500 Penalty: 4230.444336
	Iteration 45Q: 3 clusters Score -592494.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -592505.062500 Penalty: 4230.444336
	Iteration 46Q: 3 clusters Score -592505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -592510.812500 Penalty: 4230.444336
	Iteration 47Q: 3 clusters Score -592510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -592518.125000 Penalty: 4230.444336
	Iteration 48Q: 3 clusters Score -592518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -592526.375000 Penalty: 4230.444336
	Iteration 49Q: 3 clusters Score -592526.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -592533.875000 Penalty: 4230.444336
	Iteration 50Q: 3 clusters Score -592533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -592538.937500 Penalty: 4230.444336
	Iteration 51Q: 3 clusters Score -592538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -592543.375000 Penalty: 4230.444336
	Iteration 52Q: 3 clusters Score -592543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -592548.062500 Penalty: 4230.444336
	Iteration 53Q: 3 clusters Score -592548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -592554.125000 Penalty: 4230.444336
	Iteration 54Q: 3 clusters Score -592554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -592561.250000 Penalty: 4230.444336
	Iteration 55Q: 3 clusters Score -592561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -592568.687500 Penalty: 4230.444336
	Iteration 56Q: 3 clusters Score -592568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -592577.437500 Penalty: 4230.444336
	Iteration 57Q: 3 clusters Score -592577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -592584.500000 Penalty: 4230.444336
	Iteration 58Q: 3 clusters Score -592584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -592587.625000 Penalty: 4230.444336
	Iteration 59Q: 3 clusters Score -592587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -592594.375000 Penalty: 4230.444336
	Iteration 60F: 3 clusters Score -592594.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -592602.562500 Penalty: 4230.444336
	Iteration 61Q: 3 clusters Score -592602.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -592607.937500 Penalty: 4230.444336
	Iteration 62Q: 3 clusters Score -592607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -592611.937500 Penalty: 4230.444336
	Iteration 63Q: 3 clusters Score -592611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -592615.937500 Penalty: 4230.444336
	Iteration 64Q: 3 clusters Score -592615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -592617.750000 Penalty: 4230.444336
	Iteration 65Q: 3 clusters Score -592617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -592619.312500 Penalty: 4230.444336
	Iteration 66Q: 3 clusters Score -592619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -592619.937500 Penalty: 4230.444336
	Iteration 67Q: 3 clusters Score -592619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -592620.875000 Penalty: 4230.444336
	Iteration 68Q: 3 clusters Score -592620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -592623.312500 Penalty: 4230.444336
	Iteration 69Q: 3 clusters Score -592623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -592624.875000 Penalty: 4230.444336
	Iteration 70Q: 3 clusters Score -592624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -592626.250000 Penalty: 4230.444336
	Iteration 71Q: 3 clusters Score -592626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -592629.000000 Penalty: 4230.444336
	Iteration 72Q: 3 clusters Score -592629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -592630.750000 Penalty: 4230.444336
	Iteration 73Q: 3 clusters Score -592630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -592634.562500 Penalty: 4230.444336
	Iteration 74Q: 3 clusters Score -592634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -592635.437500 Penalty: 4230.444336
	Iteration 75Q: 3 clusters Score -592635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -592637.375000 Penalty: 4230.444336
	Iteration 76Q: 3 clusters Score -592637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -592637.375000 Penalty: 4230.444336
	Iteration 77F: 3 clusters Score -592637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Entering Unmasked Estep 
Score: -20404936.000000 Penalty: 2983.035156
	Iteration 0F: 2 clusters Score -2.040494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -20294252.000000 Penalty: 5966.070312
	Iteration 0F: 3 clusters Score -2.029425e+07 nChanged 80278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -20340790.000000 Penalty: 5966.070312
	Iteration 1F: 3 clusters Score -2.034079e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -20342360.000000 Penalty: 5966.070312
	Iteration 2Q: 3 clusters Score -2.034236e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -20344344.000000 Penalty: 5966.070312
	Iteration 3Q: 3 clusters Score -2.034434e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -20347380.000000 Penalty: 5966.070312
	Iteration 4Q: 3 clusters Score -2.034738e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -20352338.000000 Penalty: 5966.070312
	Iteration 5F: 3 clusters Score -2.035234e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -20358414.000000 Penalty: 5966.070312
	Iteration 6F: 3 clusters Score -2.035841e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113408 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -20365090.000000 Penalty: 5966.070312
	Iteration 7F: 3 clusters Score -2.036509e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121589 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -20371482.000000 Penalty: 5966.070312
	Iteration 8F: 3 clusters Score -2.037148e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129773 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -20377502.000000 Penalty: 5966.070312
	Iteration 9F: 3 clusters Score -2.03775e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137695 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -20382824.000000 Penalty: 5966.070312
	Iteration 10F: 3 clusters Score -2.038282e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145037 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -20387718.000000 Penalty: 5966.070312
	Iteration 11Q: 3 clusters Score -2.038772e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -20392310.000000 Penalty: 5966.070312
	Iteration 12Q: 3 clusters Score -2.039231e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -20395966.000000 Penalty: 5966.070312
	Iteration 13Q: 3 clusters Score -2.039597e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161156 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -20398768.000000 Penalty: 5966.070312
	Iteration 14Q: 3 clusters Score -2.039877e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -20400584.000000 Penalty: 5966.070312
	Iteration 15Q: 3 clusters Score -2.040058e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165238 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -20401512.000000 Penalty: 5966.070312
	Iteration 16Q: 3 clusters Score -2.040151e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165997 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -20401978.000000 Penalty: 5966.070312
	Iteration 17Q: 3 clusters Score -2.040198e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20402174.000000 Penalty: 5966.070312
	Iteration 18Q: 3 clusters Score -2.040217e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -20402322.000000 Penalty: 5966.070312
	Iteration 19Q: 3 clusters Score -2.040232e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20402404.000000 Penalty: 5966.070312
	Iteration 20F: 3 clusters Score -2.04024e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20402440.000000 Penalty: 5966.070312
	Iteration 21Q: 3 clusters Score -2.040244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -20402422.000000 Penalty: 5966.070312
	Iteration 22Q: 3 clusters Score -2.040242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20402452.000000 Penalty: 5966.070312
	Iteration 23Q: 3 clusters Score -2.040245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -20402478.000000 Penalty: 5966.070312
	Iteration 24Q: 3 clusters Score -2.040248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20402478.000000 Penalty: 5966.070312
	Iteration 25Q: 3 clusters Score -2.040248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166875 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20402464.000000 Penalty: 5966.070312
	Iteration 26Q: 3 clusters Score -2.040246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166879 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20402482.000000 Penalty: 5966.070312
	Iteration 27Q: 3 clusters Score -2.040248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20402476.000000 Penalty: 5966.070312
	Iteration 28Q: 3 clusters Score -2.040248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20402500.000000 Penalty: 5966.070312
	Iteration 29Q: 3 clusters Score -2.04025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20402502.000000 Penalty: 5966.070312
	Iteration 30Q: 3 clusters Score -2.04025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20402508.000000 Penalty: 5966.070312
	Iteration 31Q: 3 clusters Score -2.040251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20402516.000000 Penalty: 5966.070312
	Iteration 32Q: 3 clusters Score -2.040252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20402510.000000 Penalty: 5966.070312
	Iteration 33Q: 3 clusters Score -2.040251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20402502.000000 Penalty: 5966.070312
	Iteration 34Q: 3 clusters Score -2.04025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20402516.000000 Penalty: 5966.070312
	Iteration 35Q: 3 clusters Score -2.040252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20402510.000000 Penalty: 5966.070312
	Iteration 36Q: 3 clusters Score -2.040251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166895 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20402526.000000 Penalty: 5966.070312
	Iteration 37Q: 3 clusters Score -2.040253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166895 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20402512.000000 Penalty: 5966.070312
	Iteration 38Q: 3 clusters Score -2.040251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20402518.000000 Penalty: 5966.070312
	Iteration 39Q: 3 clusters Score -2.040252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20402518.000000 Penalty: 5966.070312
	Iteration 40F: 3 clusters Score -2.040252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Entering Unmasked Estep 
Score: -1924205.000000 Penalty: 2407.045410
	Iteration 0F: 2 clusters Score -1924205 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 8239 members 
Entering Unmasked Estep 
Score: -1912342.125000 Penalty: 4814.090820
	Iteration 0F: 3 clusters Score -1912342 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1916175.750000 Penalty: 4814.090820
	Iteration 1F: 3 clusters Score -1916176 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1916803.750000 Penalty: 4814.090820
	Iteration 2F: 3 clusters Score -1916804 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1917604.000000 Penalty: 4814.090820
	Iteration 3F: 3 clusters Score -1917604 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1918363.000000 Penalty: 4814.090820
	Iteration 4F: 3 clusters Score -1918363 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1919075.625000 Penalty: 4814.090820
	Iteration 5F: 3 clusters Score -1919076 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1919755.000000 Penalty: 4814.090820
	Iteration 6F: 3 clusters Score -1919755 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1920392.625000 Penalty: 4814.090820
	Iteration 7F: 3 clusters Score -1920393 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1920991.000000 Penalty: 4814.090820
	Iteration 8F: 3 clusters Score -1920991 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1921518.375000 Penalty: 4814.090820
	Iteration 9Q: 3 clusters Score -1921518 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1921983.750000 Penalty: 4814.090820
	Iteration 10Q: 3 clusters Score -1921984 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1922352.000000 Penalty: 4814.090820
	Iteration 11Q: 3 clusters Score -1922352 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1922658.750000 Penalty: 4814.090820
	Iteration 12Q: 3 clusters Score -1922659 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1922915.625000 Penalty: 4814.090820
	Iteration 13Q: 3 clusters Score -1922916 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1923254.125000 Penalty: 4814.090820
	Iteration 14Q: 3 clusters Score -1923254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1923566.000000 Penalty: 4814.090820
	Iteration 15Q: 3 clusters Score -1923566 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1923758.250000 Penalty: 4814.090820
	Iteration 16Q: 3 clusters Score -1923758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1923854.625000 Penalty: 4814.090820
	Iteration 17Q: 3 clusters Score -1923855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1923894.375000 Penalty: 4814.090820
	Iteration 18Q: 3 clusters Score -1923894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1923909.875000 Penalty: 4814.090820
	Iteration 19Q: 3 clusters Score -1923910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1923917.000000 Penalty: 4814.090820
	Iteration 20F: 3 clusters Score -1923917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1923922.250000 Penalty: 4814.090820
	Iteration 21Q: 3 clusters Score -1923922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1923927.625000 Penalty: 4814.090820
	Iteration 22Q: 3 clusters Score -1923928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1923927.000000 Penalty: 4814.090820
	Iteration 23Q: 3 clusters Score -1923927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1923928.125000 Penalty: 4814.090820
	Iteration 24Q: 3 clusters Score -1923928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1923928.500000 Penalty: 4814.090820
	Iteration 25Q: 3 clusters Score -1923928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1923929.250000 Penalty: 4814.090820
	Iteration 26Q: 3 clusters Score -1923929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1923927.625000 Penalty: 4814.090820
	Iteration 27Q: 3 clusters Score -1923928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1923932.000000 Penalty: 4814.090820
	Iteration 28Q: 3 clusters Score -1923932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1923933.250000 Penalty: 4814.090820
	Iteration 29Q: 3 clusters Score -1923933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1923935.000000 Penalty: 4814.090820
	Iteration 30Q: 3 clusters Score -1923935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1923936.625000 Penalty: 4814.090820
	Iteration 31Q: 3 clusters Score -1923937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1923938.625000 Penalty: 4814.090820
	Iteration 32Q: 3 clusters Score -1923939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1923940.500000 Penalty: 4814.090820
	Iteration 33Q: 3 clusters Score -1923940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1923942.625000 Penalty: 4814.090820
	Iteration 34Q: 3 clusters Score -1923943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1923941.625000 Penalty: 4814.090820
	Iteration 35Q: 3 clusters Score -1923942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1923942.000000 Penalty: 4814.090820
	Iteration 36Q: 3 clusters Score -1923942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1923942.625000 Penalty: 4814.090820
	Iteration 37Q: 3 clusters Score -1923943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1923943.000000 Penalty: 4814.090820
	Iteration 38Q: 3 clusters Score -1923943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1923943.000000 Penalty: 4814.090820
	Iteration 39F: 3 clusters Score -1923943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Entering Unmasked Estep 
Score: -3582021.500000 Penalty: 2549.789795
	Iteration 0F: 2 clusters Score -3582022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3562052.500000 Penalty: 5099.579590
	Iteration 0F: 3 clusters Score -3562052 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3569081.500000 Penalty: 5099.579590
	Iteration 1F: 3 clusters Score -3569082 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3569548.500000 Penalty: 5099.579590
	Iteration 2Q: 3 clusters Score -3569548 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3570047.000000 Penalty: 5099.579590
	Iteration 3Q: 3 clusters Score -3570047 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3570566.000000 Penalty: 5099.579590
	Iteration 4Q: 3 clusters Score -3570566 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3571260.250000 Penalty: 5099.579590
	Iteration 5Q: 3 clusters Score -3571260 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3572104.750000 Penalty: 5099.579590
	Iteration 6F: 3 clusters Score -3572105 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3572962.750000 Penalty: 5099.579590
	Iteration 7F: 3 clusters Score -3572963 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3573766.000000 Penalty: 5099.579590
	Iteration 8F: 3 clusters Score -3573766 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3574409.000000 Penalty: 5099.579590
	Iteration 9Q: 3 clusters Score -3574409 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3574888.750000 Penalty: 5099.579590
	Iteration 10Q: 3 clusters Score -3574889 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3575244.000000 Penalty: 5099.579590
	Iteration 11Q: 3 clusters Score -3575244 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3575482.250000 Penalty: 5099.579590
	Iteration 12Q: 3 clusters Score -3575482 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3575675.750000 Penalty: 5099.579590
	Iteration 13Q: 3 clusters Score -3575676 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3575840.750000 Penalty: 5099.579590
	Iteration 14Q: 3 clusters Score -3575841 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3576058.750000 Penalty: 5099.579590
	Iteration 15Q: 3 clusters Score -3576059 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3576247.500000 Penalty: 5099.579590
	Iteration 16Q: 3 clusters Score -3576248 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3576439.750000 Penalty: 5099.579590
	Iteration 17Q: 3 clusters Score -3576440 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3576655.000000 Penalty: 5099.579590
	Iteration 18Q: 3 clusters Score -3576655 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3576818.250000 Penalty: 5099.579590
	Iteration 19Q: 3 clusters Score -3576818 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3576990.500000 Penalty: 5099.579590
	Iteration 20F: 3 clusters Score -3576990 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3577136.000000 Penalty: 5099.579590
	Iteration 21Q: 3 clusters Score -3577136 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3577298.500000 Penalty: 5099.579590
	Iteration 22Q: 3 clusters Score -3577298 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3577451.250000 Penalty: 5099.579590
	Iteration 23Q: 3 clusters Score -3577451 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3577584.750000 Penalty: 5099.579590
	Iteration 24Q: 3 clusters Score -3577585 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3577723.250000 Penalty: 5099.579590
	Iteration 25Q: 3 clusters Score -3577723 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3577848.250000 Penalty: 5099.579590
	Iteration 26Q: 3 clusters Score -3577848 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3577988.000000 Penalty: 5099.579590
	Iteration 27Q: 3 clusters Score -3577988 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3578144.250000 Penalty: 5099.579590
	Iteration 28Q: 3 clusters Score -3578144 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3578328.750000 Penalty: 5099.579590
	Iteration 29Q: 3 clusters Score -3578329 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3578489.750000 Penalty: 5099.579590
	Iteration 30Q: 3 clusters Score -3578490 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3578647.500000 Penalty: 5099.579590
	Iteration 31Q: 3 clusters Score -3578648 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3578802.750000 Penalty: 5099.579590
	Iteration 32Q: 3 clusters Score -3578803 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3578976.750000 Penalty: 5099.579590
	Iteration 33Q: 3 clusters Score -3578977 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3579158.500000 Penalty: 5099.579590
	Iteration 34Q: 3 clusters Score -3579158 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3579321.250000 Penalty: 5099.579590
	Iteration 35Q: 3 clusters Score -3579321 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3579458.000000 Penalty: 5099.579590
	Iteration 36Q: 3 clusters Score -3579458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3579559.500000 Penalty: 5099.579590
	Iteration 37Q: 3 clusters Score -3579560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3579653.750000 Penalty: 5099.579590
	Iteration 38Q: 3 clusters Score -3579654 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3579738.750000 Penalty: 5099.579590
	Iteration 39Q: 3 clusters Score -3579739 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3579803.750000 Penalty: 5099.579590
	Iteration 40F: 3 clusters Score -3579804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3579858.250000 Penalty: 5099.579590
	Iteration 41Q: 3 clusters Score -3579858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3579913.000000 Penalty: 5099.579590
	Iteration 42Q: 3 clusters Score -3579913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3579941.750000 Penalty: 5099.579590
	Iteration 43Q: 3 clusters Score -3579942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3579974.750000 Penalty: 5099.579590
	Iteration 44Q: 3 clusters Score -3579975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3580000.250000 Penalty: 5099.579590
	Iteration 45Q: 3 clusters Score -3580000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3580024.750000 Penalty: 5099.579590
	Iteration 46Q: 3 clusters Score -3580025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3580045.500000 Penalty: 5099.579590
	Iteration 47Q: 3 clusters Score -3580046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3580048.500000 Penalty: 5099.579590
	Iteration 48Q: 3 clusters Score -3580048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3580055.250000 Penalty: 5099.579590
	Iteration 49Q: 3 clusters Score -3580055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3580058.750000 Penalty: 5099.579590
	Iteration 50Q: 3 clusters Score -3580059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3580060.500000 Penalty: 5099.579590
	Iteration 51Q: 3 clusters Score -3580060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3580063.000000 Penalty: 5099.579590
	Iteration 52Q: 3 clusters Score -3580063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3580073.000000 Penalty: 5099.579590
	Iteration 53Q: 3 clusters Score -3580073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3580075.000000 Penalty: 5099.579590
	Iteration 54Q: 3 clusters Score -3580075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3580082.500000 Penalty: 5099.579590
	Iteration 55Q: 3 clusters Score -3580082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3580088.000000 Penalty: 5099.579590
	Iteration 56Q: 3 clusters Score -3580088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3580092.750000 Penalty: 5099.579590
	Iteration 57Q: 3 clusters Score -3580093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3580097.750000 Penalty: 5099.579590
	Iteration 58Q: 3 clusters Score -3580098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3580099.000000 Penalty: 5099.579590
	Iteration 59Q: 3 clusters Score -3580099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3580096.750000 Penalty: 5099.579590
	Iteration 60F: 3 clusters Score -3580097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3580097.250000 Penalty: 5099.579590
	Iteration 61Q: 3 clusters Score -3580097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3580104.000000 Penalty: 5099.579590
	Iteration 62Q: 3 clusters Score -3580104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3580106.000000 Penalty: 5099.579590
	Iteration 63Q: 3 clusters Score -3580106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3580107.250000 Penalty: 5099.579590
	Iteration 64Q: 3 clusters Score -3580107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3580106.000000 Penalty: 5099.579590
	Iteration 65Q: 3 clusters Score -3580106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3580109.000000 Penalty: 5099.579590
	Iteration 66Q: 3 clusters Score -3580109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3580109.250000 Penalty: 5099.579590
	Iteration 67Q: 3 clusters Score -3580109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3580109.250000 Penalty: 5099.579590
	Iteration 68F: 3 clusters Score -3580109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Entering Unmasked Estep 
Score: -2400775.750000 Penalty: 2449.595215
	Iteration 0F: 2 clusters Score -2400776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2387055.000000 Penalty: 4899.190430
	Iteration 0F: 3 clusters Score -2387055 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2391517.500000 Penalty: 4899.190430
	Iteration 1F: 3 clusters Score -2391518 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2391954.750000 Penalty: 4899.190430
	Iteration 2F: 3 clusters Score -2391955 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2392374.750000 Penalty: 4899.190430
	Iteration 3F: 3 clusters Score -2392375 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2392848.750000 Penalty: 4899.190430
	Iteration 4Q: 3 clusters Score -2392849 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2393415.500000 Penalty: 4899.190430
	Iteration 5F: 3 clusters Score -2393416 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2394169.000000 Penalty: 4899.190430
	Iteration 6F: 3 clusters Score -2394169 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2395095.750000 Penalty: 4899.190430
	Iteration 7F: 3 clusters Score -2395096 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2396008.250000 Penalty: 4899.190430
	Iteration 8F: 3 clusters Score -2396008 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2396892.250000 Penalty: 4899.190430
	Iteration 9F: 3 clusters Score -2396892 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2397593.000000 Penalty: 4899.190430
	Iteration 10Q: 3 clusters Score -2397593 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2398027.500000 Penalty: 4899.190430
	Iteration 11Q: 3 clusters Score -2398028 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2398280.750000 Penalty: 4899.190430
	Iteration 12Q: 3 clusters Score -2398281 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2398423.750000 Penalty: 4899.190430
	Iteration 13Q: 3 clusters Score -2398424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2398509.000000 Penalty: 4899.190430
	Iteration 14Q: 3 clusters Score -2398509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2398556.250000 Penalty: 4899.190430
	Iteration 15Q: 3 clusters Score -2398556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2398596.750000 Penalty: 4899.190430
	Iteration 16Q: 3 clusters Score -2398597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2398629.000000 Penalty: 4899.190430
	Iteration 17Q: 3 clusters Score -2398629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2398639.750000 Penalty: 4899.190430
	Iteration 18Q: 3 clusters Score -2398640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2398648.750000 Penalty: 4899.190430
	Iteration 19Q: 3 clusters Score -2398649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2398657.250000 Penalty: 4899.190430
	Iteration 20F: 3 clusters Score -2398657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2398663.000000 Penalty: 4899.190430
	Iteration 21Q: 3 clusters Score -2398663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2398662.250000 Penalty: 4899.190430
	Iteration 22Q: 3 clusters Score -2398662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2398666.250000 Penalty: 4899.190430
	Iteration 23Q: 3 clusters Score -2398666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2398670.000000 Penalty: 4899.190430
	Iteration 24Q: 3 clusters Score -2398670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2398670.000000 Penalty: 4899.190430
	Iteration 25F: 3 clusters Score -2398670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Entering Unmasked Estep 
Score: -900468.437500 Penalty: 2208.953613
	Iteration 0F: 2 clusters Score -900468.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -894407.125000 Penalty: 4417.907227
	Iteration 0F: 3 clusters Score -894407.1 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -896029.187500 Penalty: 4417.907227
	Iteration 1F: 3 clusters Score -896029.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -896317.312500 Penalty: 4417.907227
	Iteration 2F: 3 clusters Score -896317.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -896529.062500 Penalty: 4417.907227
	Iteration 3F: 3 clusters Score -896529.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -896682.437500 Penalty: 4417.907227
	Iteration 4Q: 3 clusters Score -896682.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -896798.125000 Penalty: 4417.907227
	Iteration 5Q: 3 clusters Score -896798.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -896885.875000 Penalty: 4417.907227
	Iteration 6Q: 3 clusters Score -896885.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -896962.437500 Penalty: 4417.907227
	Iteration 7Q: 3 clusters Score -896962.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -897018.937500 Penalty: 4417.907227
	Iteration 8Q: 3 clusters Score -897018.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -897076.875000 Penalty: 4417.907227
	Iteration 9Q: 3 clusters Score -897076.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -897135.875000 Penalty: 4417.907227
	Iteration 10Q: 3 clusters Score -897135.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -897189.625000 Penalty: 4417.907227
	Iteration 11Q: 3 clusters Score -897189.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -897242.500000 Penalty: 4417.907227
	Iteration 12Q: 3 clusters Score -897242.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -897298.687500 Penalty: 4417.907227
	Iteration 13Q: 3 clusters Score -897298.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -897360.125000 Penalty: 4417.907227
	Iteration 14Q: 3 clusters Score -897360.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -897425.000000 Penalty: 4417.907227
	Iteration 15Q: 3 clusters Score -897425 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -897488.000000 Penalty: 4417.907227
	Iteration 16Q: 3 clusters Score -897488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -897547.750000 Penalty: 4417.907227
	Iteration 17Q: 3 clusters Score -897547.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -897598.812500 Penalty: 4417.907227
	Iteration 18Q: 3 clusters Score -897598.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -897640.000000 Penalty: 4417.907227
	Iteration 19Q: 3 clusters Score -897640 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -897679.875000 Penalty: 4417.907227
	Iteration 20F: 3 clusters Score -897679.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -897723.375000 Penalty: 4417.907227
	Iteration 21Q: 3 clusters Score -897723.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -897767.812500 Penalty: 4417.907227
	Iteration 22Q: 3 clusters Score -897767.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -897803.125000 Penalty: 4417.907227
	Iteration 23Q: 3 clusters Score -897803.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -897826.187500 Penalty: 4417.907227
	Iteration 24Q: 3 clusters Score -897826.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -897844.687500 Penalty: 4417.907227
	Iteration 25Q: 3 clusters Score -897844.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -897856.812500 Penalty: 4417.907227
	Iteration 26Q: 3 clusters Score -897856.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -897874.437500 Penalty: 4417.907227
	Iteration 27Q: 3 clusters Score -897874.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -897883.375000 Penalty: 4417.907227
	Iteration 28Q: 3 clusters Score -897883.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -897898.750000 Penalty: 4417.907227
	Iteration 29Q: 3 clusters Score -897898.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -897909.062500 Penalty: 4417.907227
	Iteration 30Q: 3 clusters Score -897909.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -897913.125000 Penalty: 4417.907227
	Iteration 31Q: 3 clusters Score -897913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -897920.437500 Penalty: 4417.907227
	Iteration 32Q: 3 clusters Score -897920.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -897921.500000 Penalty: 4417.907227
	Iteration 33Q: 3 clusters Score -897921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -897925.875000 Penalty: 4417.907227
	Iteration 34Q: 3 clusters Score -897925.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -897930.937500 Penalty: 4417.907227
	Iteration 35Q: 3 clusters Score -897930.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -897937.875000 Penalty: 4417.907227
	Iteration 36Q: 3 clusters Score -897937.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -897946.375000 Penalty: 4417.907227
	Iteration 37Q: 3 clusters Score -897946.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -897947.875000 Penalty: 4417.907227
	Iteration 38Q: 3 clusters Score -897947.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -897951.937500 Penalty: 4417.907227
	Iteration 39Q: 3 clusters Score -897951.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -897956.937500 Penalty: 4417.907227
	Iteration 40F: 3 clusters Score -897956.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -897960.437500 Penalty: 4417.907227
	Iteration 41Q: 3 clusters Score -897960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -897962.062500 Penalty: 4417.907227
	Iteration 42Q: 3 clusters Score -897962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -897961.500000 Penalty: 4417.907227
	Iteration 43Q: 3 clusters Score -897961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -897960.312500 Penalty: 4417.907227
	Iteration 44Q: 3 clusters Score -897960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -897960.437500 Penalty: 4417.907227
	Iteration 45Q: 3 clusters Score -897960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -897960.250000 Penalty: 4417.907227
	Iteration 46Q: 3 clusters Score -897960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -897960.250000 Penalty: 4417.907227
	Iteration 47F: 3 clusters Score -897960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -1560444.875000 Penalty: 2350.220947
	Iteration 0F: 2 clusters Score -1560445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1550867.500000 Penalty: 4700.441895
	Iteration 0F: 3 clusters Score -1550868 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1553834.875000 Penalty: 4700.441895
	Iteration 1F: 3 clusters Score -1553835 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1554288.875000 Penalty: 4700.441895
	Iteration 2F: 3 clusters Score -1554289 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1554784.250000 Penalty: 4700.441895
	Iteration 3F: 3 clusters Score -1554784 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1555387.625000 Penalty: 4700.441895
	Iteration 4F: 3 clusters Score -1555388 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1556099.250000 Penalty: 4700.441895
	Iteration 5F: 3 clusters Score -1556099 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1556792.875000 Penalty: 4700.441895
	Iteration 6F: 3 clusters Score -1556793 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1557329.875000 Penalty: 4700.441895
	Iteration 7F: 3 clusters Score -1557330 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1557713.625000 Penalty: 4700.441895
	Iteration 8Q: 3 clusters Score -1557714 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1557943.625000 Penalty: 4700.441895
	Iteration 9Q: 3 clusters Score -1557944 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1558078.750000 Penalty: 4700.441895
	Iteration 10Q: 3 clusters Score -1558079 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1558160.500000 Penalty: 4700.441895
	Iteration 11Q: 3 clusters Score -1558160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1558222.250000 Penalty: 4700.441895
	Iteration 12Q: 3 clusters Score -1558222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1558273.125000 Penalty: 4700.441895
	Iteration 13Q: 3 clusters Score -1558273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1558308.875000 Penalty: 4700.441895
	Iteration 14Q: 3 clusters Score -1558309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1558338.625000 Penalty: 4700.441895
	Iteration 15Q: 3 clusters Score -1558339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1558365.500000 Penalty: 4700.441895
	Iteration 16Q: 3 clusters Score -1558366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1558386.875000 Penalty: 4700.441895
	Iteration 17Q: 3 clusters Score -1558387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1558401.000000 Penalty: 4700.441895
	Iteration 18Q: 3 clusters Score -1558401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1558429.125000 Penalty: 4700.441895
	Iteration 19Q: 3 clusters Score -1558429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1558451.500000 Penalty: 4700.441895
	Iteration 20F: 3 clusters Score -1558452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1558478.125000 Penalty: 4700.441895
	Iteration 21Q: 3 clusters Score -1558478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1558531.625000 Penalty: 4700.441895
	Iteration 22Q: 3 clusters Score -1558532 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1558565.750000 Penalty: 4700.441895
	Iteration 23Q: 3 clusters Score -1558566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1558616.875000 Penalty: 4700.441895
	Iteration 24Q: 3 clusters Score -1558617 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1558695.750000 Penalty: 4700.441895
	Iteration 25Q: 3 clusters Score -1558696 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1558795.750000 Penalty: 4700.441895
	Iteration 26Q: 3 clusters Score -1558796 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1558885.500000 Penalty: 4700.441895
	Iteration 27Q: 3 clusters Score -1558886 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1558992.500000 Penalty: 4700.441895
	Iteration 28Q: 3 clusters Score -1558992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1559092.875000 Penalty: 4700.441895
	Iteration 29Q: 3 clusters Score -1559093 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1559196.625000 Penalty: 4700.441895
	Iteration 30Q: 3 clusters Score -1559197 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1559285.375000 Penalty: 4700.441895
	Iteration 31Q: 3 clusters Score -1559285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1559363.375000 Penalty: 4700.441895
	Iteration 32Q: 3 clusters Score -1559363 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1559419.750000 Penalty: 4700.441895
	Iteration 33Q: 3 clusters Score -1559420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1559465.125000 Penalty: 4700.441895
	Iteration 34Q: 3 clusters Score -1559465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1559493.875000 Penalty: 4700.441895
	Iteration 35Q: 3 clusters Score -1559494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1559517.625000 Penalty: 4700.441895
	Iteration 36Q: 3 clusters Score -1559518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1559531.625000 Penalty: 4700.441895
	Iteration 37Q: 3 clusters Score -1559532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1559556.500000 Penalty: 4700.441895
	Iteration 38Q: 3 clusters Score -1559556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1559565.750000 Penalty: 4700.441895
	Iteration 39Q: 3 clusters Score -1559566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1559583.000000 Penalty: 4700.441895
	Iteration 40F: 3 clusters Score -1559583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1559593.500000 Penalty: 4700.441895
	Iteration 41Q: 3 clusters Score -1559594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1559606.000000 Penalty: 4700.441895
	Iteration 42Q: 3 clusters Score -1559606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1559609.000000 Penalty: 4700.441895
	Iteration 43Q: 3 clusters Score -1559609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1559623.000000 Penalty: 4700.441895
	Iteration 44Q: 3 clusters Score -1559623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1559628.375000 Penalty: 4700.441895
	Iteration 45Q: 3 clusters Score -1559628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1559635.000000 Penalty: 4700.441895
	Iteration 46Q: 3 clusters Score -1559635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1559645.750000 Penalty: 4700.441895
	Iteration 47Q: 3 clusters Score -1559646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1559645.750000 Penalty: 4700.441895
	Iteration 48Q: 3 clusters Score -1559646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1559652.500000 Penalty: 4700.441895
	Iteration 49Q: 3 clusters Score -1559652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1559656.500000 Penalty: 4700.441895
	Iteration 50Q: 3 clusters Score -1559656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1559665.250000 Penalty: 4700.441895
	Iteration 51Q: 3 clusters Score -1559665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1559667.000000 Penalty: 4700.441895
	Iteration 52Q: 3 clusters Score -1559667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1559676.375000 Penalty: 4700.441895
	Iteration 53Q: 3 clusters Score -1559676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1559676.875000 Penalty: 4700.441895
	Iteration 54Q: 3 clusters Score -1559677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1559676.750000 Penalty: 4700.441895
	Iteration 55Q: 3 clusters Score -1559677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1559676.750000 Penalty: 4700.441895
	Iteration 56Q: 3 clusters Score -1559677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1559686.375000 Penalty: 4700.441895
	Iteration 57Q: 3 clusters Score -1559686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1559694.875000 Penalty: 4700.441895
	Iteration 58Q: 3 clusters Score -1559695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1559705.625000 Penalty: 4700.441895
	Iteration 59Q: 3 clusters Score -1559706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1559718.625000 Penalty: 4700.441895
	Iteration 60F: 3 clusters Score -1559719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1559724.625000 Penalty: 4700.441895
	Iteration 61Q: 3 clusters Score -1559725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1559731.125000 Penalty: 4700.441895
	Iteration 62Q: 3 clusters Score -1559731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1559733.500000 Penalty: 4700.441895
	Iteration 63Q: 3 clusters Score -1559734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1559742.500000 Penalty: 4700.441895
	Iteration 64Q: 3 clusters Score -1559742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1559756.375000 Penalty: 4700.441895
	Iteration 65Q: 3 clusters Score -1559756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1559758.750000 Penalty: 4700.441895
	Iteration 66Q: 3 clusters Score -1559759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1559761.500000 Penalty: 4700.441895
	Iteration 67Q: 3 clusters Score -1559762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1559762.375000 Penalty: 4700.441895
	Iteration 68Q: 3 clusters Score -1559762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1559767.500000 Penalty: 4700.441895
	Iteration 69Q: 3 clusters Score -1559768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1559765.000000 Penalty: 4700.441895
	Iteration 70Q: 3 clusters Score -1559765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1559766.000000 Penalty: 4700.441895
	Iteration 71Q: 3 clusters Score -1559766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1559765.250000 Penalty: 4700.441895
	Iteration 72Q: 3 clusters Score -1559765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1559761.125000 Penalty: 4700.441895
	Iteration 73Q: 3 clusters Score -1559761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1559762.125000 Penalty: 4700.441895
	Iteration 74Q: 3 clusters Score -1559762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1559763.125000 Penalty: 4700.441895
	Iteration 75Q: 3 clusters Score -1559763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1559765.125000 Penalty: 4700.441895
	Iteration 76Q: 3 clusters Score -1559765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1559763.000000 Penalty: 4700.441895
	Iteration 77Q: 3 clusters Score -1559763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1559763.625000 Penalty: 4700.441895
	Iteration 78Q: 3 clusters Score -1559764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1559763.750000 Penalty: 4700.441895
	Iteration 79Q: 3 clusters Score -1559764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1559764.375000 Penalty: 4700.441895
	Iteration 80F: 3 clusters Score -1559764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1559766.375000 Penalty: 4700.441895
	Iteration 81Q: 3 clusters Score -1559766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1559766.375000 Penalty: 4700.441895
	Iteration 82F: 3 clusters Score -1559766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170608 members 
Entering Unmasked Estep 
Score: -21008814.000000 Penalty: 2987.686768
	Iteration 0F: 2 clusters Score -2.100881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -20896748.000000 Penalty: 5975.373535
	Iteration 0F: 3 clusters Score -2.089675e+07 nChanged 81841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -20944714.000000 Penalty: 5975.373535
	Iteration 1F: 3 clusters Score -2.094471e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -20946356.000000 Penalty: 5975.373535
	Iteration 2Q: 3 clusters Score -2.094636e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -20948696.000000 Penalty: 5975.373535
	Iteration 3Q: 3 clusters Score -2.09487e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -20952176.000000 Penalty: 5975.373535
	Iteration 4Q: 3 clusters Score -2.095218e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -20957686.000000 Penalty: 5975.373535
	Iteration 5F: 3 clusters Score -2.095769e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -20966692.000000 Penalty: 5975.373535
	Iteration 6F: 3 clusters Score -2.096669e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -20979444.000000 Penalty: 5975.373535
	Iteration 7F: 3 clusters Score -2.097944e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -20990184.000000 Penalty: 5975.373535
	Iteration 8F: 3 clusters Score -2.099018e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -20995322.000000 Penalty: 5975.373535
	Iteration 9F: 3 clusters Score -2.099532e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -20998208.000000 Penalty: 5975.373535
	Iteration 10Q: 3 clusters Score -2.099821e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -21000078.000000 Penalty: 5975.373535
	Iteration 11Q: 3 clusters Score -2.100008e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113340 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -21001322.000000 Penalty: 5975.373535
	Iteration 12Q: 3 clusters Score -2.100132e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -21001958.000000 Penalty: 5975.373535
	Iteration 13Q: 3 clusters Score -2.100196e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116203 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -21002406.000000 Penalty: 5975.373535
	Iteration 14Q: 3 clusters Score -2.100241e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -21002844.000000 Penalty: 5975.373535
	Iteration 15Q: 3 clusters Score -2.100284e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118380 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -21002998.000000 Penalty: 5975.373535
	Iteration 16Q: 3 clusters Score -2.1003e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -21003194.000000 Penalty: 5975.373535
	Iteration 17Q: 3 clusters Score -2.100319e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120431 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -21003312.000000 Penalty: 5975.373535
	Iteration 18Q: 3 clusters Score -2.100331e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121494 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -21003446.000000 Penalty: 5975.373535
	Iteration 19Q: 3 clusters Score -2.100345e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -21003610.000000 Penalty: 5975.373535
	Iteration 20F: 3 clusters Score -2.100361e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -21003710.000000 Penalty: 5975.373535
	Iteration 21Q: 3 clusters Score -2.100371e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124622 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -21003792.000000 Penalty: 5975.373535
	Iteration 22Q: 3 clusters Score -2.100379e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -21003812.000000 Penalty: 5975.373535
	Iteration 23Q: 3 clusters Score -2.100381e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -21003840.000000 Penalty: 5975.373535
	Iteration 24Q: 3 clusters Score -2.100384e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -21003860.000000 Penalty: 5975.373535
	Iteration 25Q: 3 clusters Score -2.100386e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128733 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -21004104.000000 Penalty: 5975.373535
	Iteration 26Q: 3 clusters Score -2.10041e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -21004158.000000 Penalty: 5975.373535
	Iteration 27Q: 3 clusters Score -2.100416e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130642 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -21004296.000000 Penalty: 5975.373535
	Iteration 28Q: 3 clusters Score -2.10043e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -21004378.000000 Penalty: 5975.373535
	Iteration 29Q: 3 clusters Score -2.100438e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -21004456.000000 Penalty: 5975.373535
	Iteration 30Q: 3 clusters Score -2.100446e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133489 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -21004554.000000 Penalty: 5975.373535
	Iteration 31Q: 3 clusters Score -2.100455e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134450 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -21004582.000000 Penalty: 5975.373535
	Iteration 32Q: 3 clusters Score -2.100458e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135364 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -21004634.000000 Penalty: 5975.373535
	Iteration 33Q: 3 clusters Score -2.100463e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -21004762.000000 Penalty: 5975.373535
	Iteration 34Q: 3 clusters Score -2.100476e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -21004752.000000 Penalty: 5975.373535
	Iteration 35Q: 3 clusters Score -2.100475e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137931 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -21004902.000000 Penalty: 5975.373535
	Iteration 36Q: 3 clusters Score -2.10049e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138713 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -21004976.000000 Penalty: 5975.373535
	Iteration 37Q: 3 clusters Score -2.100498e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -21004996.000000 Penalty: 5975.373535
	Iteration 38Q: 3 clusters Score -2.1005e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -21005170.000000 Penalty: 5975.373535
	Iteration 39Q: 3 clusters Score -2.100517e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141180 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -21005246.000000 Penalty: 5975.373535
	Iteration 40F: 3 clusters Score -2.100525e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142051 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -21005346.000000 Penalty: 5975.373535
	Iteration 41Q: 3 clusters Score -2.100535e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142905 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -21005428.000000 Penalty: 5975.373535
	Iteration 42Q: 3 clusters Score -2.100543e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143752 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -21005522.000000 Penalty: 5975.373535
	Iteration 43Q: 3 clusters Score -2.100552e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144549 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -21005608.000000 Penalty: 5975.373535
	Iteration 44Q: 3 clusters Score -2.100561e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145357 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -21005698.000000 Penalty: 5975.373535
	Iteration 45Q: 3 clusters Score -2.10057e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146161 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -21005724.000000 Penalty: 5975.373535
	Iteration 46Q: 3 clusters Score -2.100572e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146909 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -21005872.000000 Penalty: 5975.373535
	Iteration 47Q: 3 clusters Score -2.100587e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -21005938.000000 Penalty: 5975.373535
	Iteration 48Q: 3 clusters Score -2.100594e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -21005966.000000 Penalty: 5975.373535
	Iteration 49Q: 3 clusters Score -2.100597e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149091 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -21005996.000000 Penalty: 5975.373535
	Iteration 50Q: 3 clusters Score -2.1006e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -21006072.000000 Penalty: 5975.373535
	Iteration 51Q: 3 clusters Score -2.100607e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -21006128.000000 Penalty: 5975.373535
	Iteration 52Q: 3 clusters Score -2.100613e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151143 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -21006232.000000 Penalty: 5975.373535
	Iteration 53Q: 3 clusters Score -2.100623e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151833 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -21006250.000000 Penalty: 5975.373535
	Iteration 54Q: 3 clusters Score -2.100625e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -21006364.000000 Penalty: 5975.373535
	Iteration 55Q: 3 clusters Score -2.100636e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -21006362.000000 Penalty: 5975.373535
	Iteration 56Q: 3 clusters Score -2.100636e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154007 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -21006558.000000 Penalty: 5975.373535
	Iteration 57Q: 3 clusters Score -2.100656e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -21006654.000000 Penalty: 5975.373535
	Iteration 58Q: 3 clusters Score -2.100665e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -21006726.000000 Penalty: 5975.373535
	Iteration 59Q: 3 clusters Score -2.100673e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156177 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -21006780.000000 Penalty: 5975.373535
	Iteration 60F: 3 clusters Score -2.100678e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -21006862.000000 Penalty: 5975.373535
	Iteration 61Q: 3 clusters Score -2.100686e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157453 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -21006890.000000 Penalty: 5975.373535
	Iteration 62Q: 3 clusters Score -2.100689e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -21007004.000000 Penalty: 5975.373535
	Iteration 63Q: 3 clusters Score -2.1007e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158637 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -21007020.000000 Penalty: 5975.373535
	Iteration 64Q: 3 clusters Score -2.100702e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -21007088.000000 Penalty: 5975.373535
	Iteration 65Q: 3 clusters Score -2.100709e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -21007150.000000 Penalty: 5975.373535
	Iteration 66Q: 3 clusters Score -2.100715e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -21007218.000000 Penalty: 5975.373535
	Iteration 67Q: 3 clusters Score -2.100722e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160561 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -21007248.000000 Penalty: 5975.373535
	Iteration 68Q: 3 clusters Score -2.100725e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160976 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -21007300.000000 Penalty: 5975.373535
	Iteration 69Q: 3 clusters Score -2.10073e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -21007332.000000 Penalty: 5975.373535
	Iteration 70Q: 3 clusters Score -2.100733e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -21007338.000000 Penalty: 5975.373535
	Iteration 71Q: 3 clusters Score -2.100734e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -21007370.000000 Penalty: 5975.373535
	Iteration 72Q: 3 clusters Score -2.100737e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -21007362.000000 Penalty: 5975.373535
	Iteration 73Q: 3 clusters Score -2.100736e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -21007426.000000 Penalty: 5975.373535
	Iteration 74Q: 3 clusters Score -2.100743e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -21007430.000000 Penalty: 5975.373535
	Iteration 75Q: 3 clusters Score -2.100743e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -21007458.000000 Penalty: 5975.373535
	Iteration 76Q: 3 clusters Score -2.100746e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -21007506.000000 Penalty: 5975.373535
	Iteration 77Q: 3 clusters Score -2.100751e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163808 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -21007456.000000 Penalty: 5975.373535
	Iteration 78Q: 3 clusters Score -2.100746e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -21007524.000000 Penalty: 5975.373535
	Iteration 79Q: 3 clusters Score -2.100752e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -21007550.000000 Penalty: 5975.373535
	Iteration 80F: 3 clusters Score -2.100755e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164362 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -21007594.000000 Penalty: 5975.373535
	Iteration 81Q: 3 clusters Score -2.100759e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -21007616.000000 Penalty: 5975.373535
	Iteration 82Q: 3 clusters Score -2.100762e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -21007626.000000 Penalty: 5975.373535
	Iteration 83Q: 3 clusters Score -2.100763e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -21007588.000000 Penalty: 5975.373535
	Iteration 84Q: 3 clusters Score -2.100759e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -21007602.000000 Penalty: 5975.373535
	Iteration 85Q: 3 clusters Score -2.10076e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -21007584.000000 Penalty: 5975.373535
	Iteration 86Q: 3 clusters Score -2.100758e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -21007594.000000 Penalty: 5975.373535
	Iteration 87Q: 3 clusters Score -2.100759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165235 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -21007630.000000 Penalty: 5975.373535
	Iteration 88Q: 3 clusters Score -2.100763e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165321 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -21007626.000000 Penalty: 5975.373535
	Iteration 89Q: 3 clusters Score -2.100763e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165397 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -21007670.000000 Penalty: 5975.373535
	Iteration 90Q: 3 clusters Score -2.100767e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -21007676.000000 Penalty: 5975.373535
	Iteration 91Q: 3 clusters Score -2.100768e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165538 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -21007674.000000 Penalty: 5975.373535
	Iteration 92Q: 3 clusters Score -2.100767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165604 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -21007698.000000 Penalty: 5975.373535
	Iteration 93Q: 3 clusters Score -2.10077e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -21007724.000000 Penalty: 5975.373535
	Iteration 94Q: 3 clusters Score -2.100772e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -21007692.000000 Penalty: 5975.373535
	Iteration 95Q: 3 clusters Score -2.100769e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -21007692.000000 Penalty: 5975.373535
	Iteration 96Q: 3 clusters Score -2.100769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -21007684.000000 Penalty: 5975.373535
	Iteration 97Q: 3 clusters Score -2.100768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -21007686.000000 Penalty: 5975.373535
	Iteration 98Q: 3 clusters Score -2.100769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165912 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -21007660.000000 Penalty: 5975.373535
	Iteration 99Q: 3 clusters Score -2.100766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165952 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -21007688.000000 Penalty: 5975.373535
	Iteration 100F: 3 clusters Score -2.100769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165989 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -21007714.000000 Penalty: 5975.373535
	Iteration 101Q: 3 clusters Score -2.100771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166036 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -21007754.000000 Penalty: 5975.373535
	Iteration 102Q: 3 clusters Score -2.100775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -21007722.000000 Penalty: 5975.373535
	Iteration 103Q: 3 clusters Score -2.100772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -21007710.000000 Penalty: 5975.373535
	Iteration 104Q: 3 clusters Score -2.100771e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -21007708.000000 Penalty: 5975.373535
	Iteration 105Q: 3 clusters Score -2.100771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166210 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -21007714.000000 Penalty: 5975.373535
	Iteration 106Q: 3 clusters Score -2.100771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -21007728.000000 Penalty: 5975.373535
	Iteration 107Q: 3 clusters Score -2.100773e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166286 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -21007718.000000 Penalty: 5975.373535
	Iteration 108Q: 3 clusters Score -2.100772e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -21007730.000000 Penalty: 5975.373535
	Iteration 109Q: 3 clusters Score -2.100773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -21007688.000000 Penalty: 5975.373535
	Iteration 110Q: 3 clusters Score -2.100769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -21007702.000000 Penalty: 5975.373535
	Iteration 111Q: 3 clusters Score -2.10077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -21007718.000000 Penalty: 5975.373535
	Iteration 112Q: 3 clusters Score -2.100772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -21007704.000000 Penalty: 5975.373535
	Iteration 113Q: 3 clusters Score -2.10077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166463 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -21007714.000000 Penalty: 5975.373535
	Iteration 114Q: 3 clusters Score -2.100771e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166486 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -21007720.000000 Penalty: 5975.373535
	Iteration 115Q: 3 clusters Score -2.100772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -21007712.000000 Penalty: 5975.373535
	Iteration 116Q: 3 clusters Score -2.100771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166525 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -21007710.000000 Penalty: 5975.373535
	Iteration 117Q: 3 clusters Score -2.100771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -21007712.000000 Penalty: 5975.373535
	Iteration 118Q: 3 clusters Score -2.100771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166549 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -21007712.000000 Penalty: 5975.373535
	Iteration 119Q: 3 clusters Score -2.100771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166563 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -21007752.000000 Penalty: 5975.373535
	Iteration 120F: 3 clusters Score -2.100775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -21007734.000000 Penalty: 5975.373535
	Iteration 121Q: 3 clusters Score -2.100773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -21007754.000000 Penalty: 5975.373535
	Iteration 122Q: 3 clusters Score -2.100775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166598 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -21007752.000000 Penalty: 5975.373535
	Iteration 123Q: 3 clusters Score -2.100775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -21007744.000000 Penalty: 5975.373535
	Iteration 124Q: 3 clusters Score -2.100774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -21007736.000000 Penalty: 5975.373535
	Iteration 125Q: 3 clusters Score -2.100774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -21007706.000000 Penalty: 5975.373535
	Iteration 126Q: 3 clusters Score -2.100771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166655 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -21007720.000000 Penalty: 5975.373535
	Iteration 127Q: 3 clusters Score -2.100772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166667 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -21007734.000000 Penalty: 5975.373535
	Iteration 128Q: 3 clusters Score -2.100773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -21007718.000000 Penalty: 5975.373535
	Iteration 129Q: 3 clusters Score -2.100772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -21007720.000000 Penalty: 5975.373535
	Iteration 130Q: 3 clusters Score -2.100772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166697 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -21007704.000000 Penalty: 5975.373535
	Iteration 131Q: 3 clusters Score -2.10077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -21007708.000000 Penalty: 5975.373535
	Iteration 132Q: 3 clusters Score -2.100771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -21007708.000000 Penalty: 5975.373535
	Iteration 133Q: 3 clusters Score -2.100771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -21007712.000000 Penalty: 5975.373535
	Iteration 134Q: 3 clusters Score -2.100771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -21007710.000000 Penalty: 5975.373535
	Iteration 135Q: 3 clusters Score -2.100771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -21007694.000000 Penalty: 5975.373535
	Iteration 136Q: 3 clusters Score -2.100769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166744 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -21007694.000000 Penalty: 5975.373535
	Iteration 137Q: 3 clusters Score -2.100769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21007696.000000 Penalty: 5975.373535
	Iteration 138Q: 3 clusters Score -2.10077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166750 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -21007694.000000 Penalty: 5975.373535
	Iteration 139Q: 3 clusters Score -2.100769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -21007686.000000 Penalty: 5975.373535
	Iteration 140F: 3 clusters Score -2.100769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166758 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -21007688.000000 Penalty: 5975.373535
	Iteration 141Q: 3 clusters Score -2.100769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166760 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -21007700.000000 Penalty: 5975.373535
	Iteration 142Q: 3 clusters Score -2.10077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -21007690.000000 Penalty: 5975.373535
	Iteration 143Q: 3 clusters Score -2.100769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -21007676.000000 Penalty: 5975.373535
	Iteration 144Q: 3 clusters Score -2.100768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -21007690.000000 Penalty: 5975.373535
	Iteration 145Q: 3 clusters Score -2.100769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -21007678.000000 Penalty: 5975.373535
	Iteration 146Q: 3 clusters Score -2.100768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -21007670.000000 Penalty: 5975.373535
	Iteration 147Q: 3 clusters Score -2.100767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166783 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -21007674.000000 Penalty: 5975.373535
	Iteration 148Q: 3 clusters Score -2.100767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -21007682.000000 Penalty: 5975.373535
	Iteration 149Q: 3 clusters Score -2.100768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166788 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -21007680.000000 Penalty: 5975.373535
	Iteration 150Q: 3 clusters Score -2.100768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -21007684.000000 Penalty: 5975.373535
	Iteration 151Q: 3 clusters Score -2.100768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -21007698.000000 Penalty: 5975.373535
	Iteration 152Q: 3 clusters Score -2.10077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166814 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -21007676.000000 Penalty: 5975.373535
	Iteration 153Q: 3 clusters Score -2.100768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -21007670.000000 Penalty: 5975.373535
	Iteration 154Q: 3 clusters Score -2.100767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -21007668.000000 Penalty: 5975.373535
	Iteration 155Q: 3 clusters Score -2.100767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -21007664.000000 Penalty: 5975.373535
	Iteration 156Q: 3 clusters Score -2.100766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166840 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -21007668.000000 Penalty: 5975.373535
	Iteration 157Q: 3 clusters Score -2.100767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166844 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -21007662.000000 Penalty: 5975.373535
	Iteration 158Q: 3 clusters Score -2.100766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -21007664.000000 Penalty: 5975.373535
	Iteration 159Q: 3 clusters Score -2.100766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -21007662.000000 Penalty: 5975.373535
	Iteration 160F: 3 clusters Score -2.100766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21007658.000000 Penalty: 5975.373535
	Iteration 161Q: 3 clusters Score -2.100766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21007658.000000 Penalty: 5975.373535
	Iteration 162F: 3 clusters Score -2.100766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -700135.937500 Penalty: 2150.096191
	Iteration 0F: 2 clusters Score -700135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -695100.062500 Penalty: 4300.192383
	Iteration 0F: 3 clusters Score -695100.1 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -696391.187500 Penalty: 4300.192383
	Iteration 1F: 3 clusters Score -696391.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -696677.250000 Penalty: 4300.192383
	Iteration 2F: 3 clusters Score -696677.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -696913.375000 Penalty: 4300.192383
	Iteration 3F: 3 clusters Score -696913.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -697126.812500 Penalty: 4300.192383
	Iteration 4F: 3 clusters Score -697126.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -697323.250000 Penalty: 4300.192383
	Iteration 5Q: 3 clusters Score -697323.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -697498.625000 Penalty: 4300.192383
	Iteration 6Q: 3 clusters Score -697498.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -697646.187500 Penalty: 4300.192383
	Iteration 7Q: 3 clusters Score -697646.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -697785.125000 Penalty: 4300.192383
	Iteration 8Q: 3 clusters Score -697785.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -697886.062500 Penalty: 4300.192383
	Iteration 9Q: 3 clusters Score -697886.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -697962.312500 Penalty: 4300.192383
	Iteration 10Q: 3 clusters Score -697962.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -698034.562500 Penalty: 4300.192383
	Iteration 11Q: 3 clusters Score -698034.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -698086.937500 Penalty: 4300.192383
	Iteration 12Q: 3 clusters Score -698086.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -698132.625000 Penalty: 4300.192383
	Iteration 13Q: 3 clusters Score -698132.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -698169.250000 Penalty: 4300.192383
	Iteration 14Q: 3 clusters Score -698169.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -698195.875000 Penalty: 4300.192383
	Iteration 15Q: 3 clusters Score -698195.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -698229.125000 Penalty: 4300.192383
	Iteration 16Q: 3 clusters Score -698229.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -698255.062500 Penalty: 4300.192383
	Iteration 17Q: 3 clusters Score -698255.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -698272.500000 Penalty: 4300.192383
	Iteration 18Q: 3 clusters Score -698272.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -698289.812500 Penalty: 4300.192383
	Iteration 19Q: 3 clusters Score -698289.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -698302.437500 Penalty: 4300.192383
	Iteration 20F: 3 clusters Score -698302.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -698314.187500 Penalty: 4300.192383
	Iteration 21Q: 3 clusters Score -698314.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -698326.562500 Penalty: 4300.192383
	Iteration 22Q: 3 clusters Score -698326.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -698338.250000 Penalty: 4300.192383
	Iteration 23Q: 3 clusters Score -698338.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -698354.812500 Penalty: 4300.192383
	Iteration 24Q: 3 clusters Score -698354.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -698362.687500 Penalty: 4300.192383
	Iteration 25Q: 3 clusters Score -698362.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -698372.500000 Penalty: 4300.192383
	Iteration 26Q: 3 clusters Score -698372.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -698381.062500 Penalty: 4300.192383
	Iteration 27Q: 3 clusters Score -698381.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -698388.062500 Penalty: 4300.192383
	Iteration 28Q: 3 clusters Score -698388.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -698399.000000 Penalty: 4300.192383
	Iteration 29Q: 3 clusters Score -698399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -698404.937500 Penalty: 4300.192383
	Iteration 30Q: 3 clusters Score -698404.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -698413.937500 Penalty: 4300.192383
	Iteration 31Q: 3 clusters Score -698413.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -698423.375000 Penalty: 4300.192383
	Iteration 32Q: 3 clusters Score -698423.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -698436.437500 Penalty: 4300.192383
	Iteration 33Q: 3 clusters Score -698436.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -698449.125000 Penalty: 4300.192383
	Iteration 34Q: 3 clusters Score -698449.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -698460.437500 Penalty: 4300.192383
	Iteration 35Q: 3 clusters Score -698460.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -698467.937500 Penalty: 4300.192383
	Iteration 36Q: 3 clusters Score -698467.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -698476.187500 Penalty: 4300.192383
	Iteration 37Q: 3 clusters Score -698476.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -698483.437500 Penalty: 4300.192383
	Iteration 38Q: 3 clusters Score -698483.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -698493.000000 Penalty: 4300.192383
	Iteration 39Q: 3 clusters Score -698493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -698500.062500 Penalty: 4300.192383
	Iteration 40F: 3 clusters Score -698500.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -698508.062500 Penalty: 4300.192383
	Iteration 41Q: 3 clusters Score -698508.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -698513.562500 Penalty: 4300.192383
	Iteration 42Q: 3 clusters Score -698513.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -698518.562500 Penalty: 4300.192383
	Iteration 43Q: 3 clusters Score -698518.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -698524.687500 Penalty: 4300.192383
	Iteration 44Q: 3 clusters Score -698524.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -698529.375000 Penalty: 4300.192383
	Iteration 45Q: 3 clusters Score -698529.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -698532.187500 Penalty: 4300.192383
	Iteration 46Q: 3 clusters Score -698532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -698535.375000 Penalty: 4300.192383
	Iteration 47Q: 3 clusters Score -698535.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -698537.687500 Penalty: 4300.192383
	Iteration 48Q: 3 clusters Score -698537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -698538.875000 Penalty: 4300.192383
	Iteration 49Q: 3 clusters Score -698538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -698539.562500 Penalty: 4300.192383
	Iteration 50Q: 3 clusters Score -698539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -698540.375000 Penalty: 4300.192383
	Iteration 51Q: 3 clusters Score -698540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -698540.625000 Penalty: 4300.192383
	Iteration 52Q: 3 clusters Score -698540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -698541.000000 Penalty: 4300.192383
	Iteration 53Q: 3 clusters Score -698541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -698543.312500 Penalty: 4300.192383
	Iteration 54Q: 3 clusters Score -698543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -698544.437500 Penalty: 4300.192383
	Iteration 55Q: 3 clusters Score -698544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -698548.500000 Penalty: 4300.192383
	Iteration 56Q: 3 clusters Score -698548.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -698552.750000 Penalty: 4300.192383
	Iteration 57Q: 3 clusters Score -698552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -698556.750000 Penalty: 4300.192383
	Iteration 58Q: 3 clusters Score -698556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -698560.500000 Penalty: 4300.192383
	Iteration 59Q: 3 clusters Score -698560.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -698566.312500 Penalty: 4300.192383
	Iteration 60F: 3 clusters Score -698566.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -698572.687500 Penalty: 4300.192383
	Iteration 61Q: 3 clusters Score -698572.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -698580.500000 Penalty: 4300.192383
	Iteration 62Q: 3 clusters Score -698580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -698583.562500 Penalty: 4300.192383
	Iteration 63Q: 3 clusters Score -698583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -698587.375000 Penalty: 4300.192383
	Iteration 64Q: 3 clusters Score -698587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -698593.062500 Penalty: 4300.192383
	Iteration 65Q: 3 clusters Score -698593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -698596.375000 Penalty: 4300.192383
	Iteration 66Q: 3 clusters Score -698596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -698597.687500 Penalty: 4300.192383
	Iteration 67Q: 3 clusters Score -698597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -698598.437500 Penalty: 4300.192383
	Iteration 68Q: 3 clusters Score -698598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -698599.125000 Penalty: 4300.192383
	Iteration 69Q: 3 clusters Score -698599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -698599.937500 Penalty: 4300.192383
	Iteration 70Q: 3 clusters Score -698599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -698599.937500 Penalty: 4300.192383
	Iteration 71F: 3 clusters Score -698599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Entering Unmasked Estep 
Score: -6796328.500000 Penalty: 2708.062012
	Iteration 0F: 2 clusters Score -6796328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -6759386.500000 Penalty: 5416.124023
	Iteration 0F: 3 clusters Score -6759386 nChanged 25633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -6773937.500000 Penalty: 5416.124023
	Iteration 1F: 3 clusters Score -6773938 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6775394.000000 Penalty: 5416.124023
	Iteration 2F: 3 clusters Score -6775394 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -6777418.000000 Penalty: 5416.124023
	Iteration 3F: 3 clusters Score -6777418 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -6780065.000000 Penalty: 5416.124023
	Iteration 4F: 3 clusters Score -6780065 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -6782770.000000 Penalty: 5416.124023
	Iteration 5F: 3 clusters Score -6782770 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -6785217.500000 Penalty: 5416.124023
	Iteration 6F: 3 clusters Score -6785218 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -6787413.500000 Penalty: 5416.124023
	Iteration 7F: 3 clusters Score -6787414 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -6789439.000000 Penalty: 5416.124023
	Iteration 8Q: 3 clusters Score -6789439 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -6791022.500000 Penalty: 5416.124023
	Iteration 9Q: 3 clusters Score -6791022 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6792263.500000 Penalty: 5416.124023
	Iteration 10Q: 3 clusters Score -6792264 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6793214.500000 Penalty: 5416.124023
	Iteration 11Q: 3 clusters Score -6793214 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6793749.000000 Penalty: 5416.124023
	Iteration 12Q: 3 clusters Score -6793749 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6794077.000000 Penalty: 5416.124023
	Iteration 13Q: 3 clusters Score -6794077 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6794258.000000 Penalty: 5416.124023
	Iteration 14Q: 3 clusters Score -6794258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6794356.000000 Penalty: 5416.124023
	Iteration 15Q: 3 clusters Score -6794356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6794427.000000 Penalty: 5416.124023
	Iteration 16Q: 3 clusters Score -6794427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6794460.500000 Penalty: 5416.124023
	Iteration 17Q: 3 clusters Score -6794460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6794494.000000 Penalty: 5416.124023
	Iteration 18Q: 3 clusters Score -6794494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6794512.000000 Penalty: 5416.124023
	Iteration 19Q: 3 clusters Score -6794512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6794523.000000 Penalty: 5416.124023
	Iteration 20F: 3 clusters Score -6794523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6794529.000000 Penalty: 5416.124023
	Iteration 21Q: 3 clusters Score -6794529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6794532.500000 Penalty: 5416.124023
	Iteration 22Q: 3 clusters Score -6794532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6794542.500000 Penalty: 5416.124023
	Iteration 23Q: 3 clusters Score -6794542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6794545.000000 Penalty: 5416.124023
	Iteration 24Q: 3 clusters Score -6794545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6794542.000000 Penalty: 5416.124023
	Iteration 25Q: 3 clusters Score -6794542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6794538.000000 Penalty: 5416.124023
	Iteration 26Q: 3 clusters Score -6794538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6794548.500000 Penalty: 5416.124023
	Iteration 27Q: 3 clusters Score -6794548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6794551.000000 Penalty: 5416.124023
	Iteration 28Q: 3 clusters Score -6794551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6794553.000000 Penalty: 5416.124023
	Iteration 29Q: 3 clusters Score -6794553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6794553.000000 Penalty: 5416.124023
	Iteration 30F: 3 clusters Score -6794553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Entering Unmasked Estep 
Score: -1280977.000000 Penalty: 2304.533203
	Iteration 0F: 2 clusters Score -1280977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1272779.000000 Penalty: 4609.066406
	Iteration 0F: 3 clusters Score -1272779 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1275106.750000 Penalty: 4609.066406
	Iteration 1F: 3 clusters Score -1275107 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1275416.250000 Penalty: 4609.066406
	Iteration 2F: 3 clusters Score -1275416 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1275644.375000 Penalty: 4609.066406
	Iteration 3Q: 3 clusters Score -1275644 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1275801.125000 Penalty: 4609.066406
	Iteration 4Q: 3 clusters Score -1275801 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1275951.875000 Penalty: 4609.066406
	Iteration 5Q: 3 clusters Score -1275952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1276125.875000 Penalty: 4609.066406
	Iteration 6Q: 3 clusters Score -1276126 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1276346.750000 Penalty: 4609.066406
	Iteration 7Q: 3 clusters Score -1276347 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1276580.625000 Penalty: 4609.066406
	Iteration 8Q: 3 clusters Score -1276581 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1276881.500000 Penalty: 4609.066406
	Iteration 9Q: 3 clusters Score -1276882 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1277282.250000 Penalty: 4609.066406
	Iteration 10Q: 3 clusters Score -1277282 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1277727.375000 Penalty: 4609.066406
	Iteration 11F: 3 clusters Score -1277727 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1278125.000000 Penalty: 4609.066406
	Iteration 12Q: 3 clusters Score -1278125 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1278455.250000 Penalty: 4609.066406
	Iteration 13Q: 3 clusters Score -1278455 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1278705.750000 Penalty: 4609.066406
	Iteration 14Q: 3 clusters Score -1278706 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1278864.125000 Penalty: 4609.066406
	Iteration 15Q: 3 clusters Score -1278864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1278967.750000 Penalty: 4609.066406
	Iteration 16Q: 3 clusters Score -1278968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1279033.875000 Penalty: 4609.066406
	Iteration 17Q: 3 clusters Score -1279034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1279089.125000 Penalty: 4609.066406
	Iteration 18Q: 3 clusters Score -1279089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1279146.375000 Penalty: 4609.066406
	Iteration 19Q: 3 clusters Score -1279146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1279185.250000 Penalty: 4609.066406
	Iteration 20F: 3 clusters Score -1279185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1279202.500000 Penalty: 4609.066406
	Iteration 21Q: 3 clusters Score -1279202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1279222.125000 Penalty: 4609.066406
	Iteration 22Q: 3 clusters Score -1279222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1279241.625000 Penalty: 4609.066406
	Iteration 23Q: 3 clusters Score -1279242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1279260.125000 Penalty: 4609.066406
	Iteration 24Q: 3 clusters Score -1279260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1279273.125000 Penalty: 4609.066406
	Iteration 25Q: 3 clusters Score -1279273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1279288.625000 Penalty: 4609.066406
	Iteration 26Q: 3 clusters Score -1279289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1279304.750000 Penalty: 4609.066406
	Iteration 27Q: 3 clusters Score -1279305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1279317.125000 Penalty: 4609.066406
	Iteration 28Q: 3 clusters Score -1279317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1279325.125000 Penalty: 4609.066406
	Iteration 29Q: 3 clusters Score -1279325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1279330.750000 Penalty: 4609.066406
	Iteration 30Q: 3 clusters Score -1279331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1279335.375000 Penalty: 4609.066406
	Iteration 31Q: 3 clusters Score -1279335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1279338.625000 Penalty: 4609.066406
	Iteration 32Q: 3 clusters Score -1279339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1279344.375000 Penalty: 4609.066406
	Iteration 33Q: 3 clusters Score -1279344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1279346.750000 Penalty: 4609.066406
	Iteration 34Q: 3 clusters Score -1279347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1279349.125000 Penalty: 4609.066406
	Iteration 35Q: 3 clusters Score -1279349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1279354.000000 Penalty: 4609.066406
	Iteration 36Q: 3 clusters Score -1279354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1279355.375000 Penalty: 4609.066406
	Iteration 37Q: 3 clusters Score -1279355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1279357.000000 Penalty: 4609.066406
	Iteration 38Q: 3 clusters Score -1279357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1279357.625000 Penalty: 4609.066406
	Iteration 39Q: 3 clusters Score -1279358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1279361.875000 Penalty: 4609.066406
	Iteration 40F: 3 clusters Score -1279362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1279363.375000 Penalty: 4609.066406
	Iteration 41Q: 3 clusters Score -1279363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1279365.375000 Penalty: 4609.066406
	Iteration 42Q: 3 clusters Score -1279365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1279365.625000 Penalty: 4609.066406
	Iteration 43Q: 3 clusters Score -1279366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1279366.125000 Penalty: 4609.066406
	Iteration 44Q: 3 clusters Score -1279366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1279369.750000 Penalty: 4609.066406
	Iteration 45Q: 3 clusters Score -1279370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1279369.625000 Penalty: 4609.066406
	Iteration 46Q: 3 clusters Score -1279370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1279371.500000 Penalty: 4609.066406
	Iteration 47Q: 3 clusters Score -1279372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1279371.500000 Penalty: 4609.066406
	Iteration 48F: 3 clusters Score -1279372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -566325.437500 Penalty: 2108.263672
	Iteration 0F: 2 clusters Score -566325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -561889.125000 Penalty: 4216.527344
	Iteration 0F: 3 clusters Score -561889.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -563078.312500 Penalty: 4216.527344
	Iteration 1F: 3 clusters Score -563078.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -563404.500000 Penalty: 4216.527344
	Iteration 2F: 3 clusters Score -563404.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -563657.437500 Penalty: 4216.527344
	Iteration 3F: 3 clusters Score -563657.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -563847.562500 Penalty: 4216.527344
	Iteration 4Q: 3 clusters Score -563847.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -563992.062500 Penalty: 4216.527344
	Iteration 5Q: 3 clusters Score -563992.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -564135.437500 Penalty: 4216.527344
	Iteration 6Q: 3 clusters Score -564135.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -564257.437500 Penalty: 4216.527344
	Iteration 7Q: 3 clusters Score -564257.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -564385.250000 Penalty: 4216.527344
	Iteration 8Q: 3 clusters Score -564385.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -564507.250000 Penalty: 4216.527344
	Iteration 9Q: 3 clusters Score -564507.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -564593.812500 Penalty: 4216.527344
	Iteration 10Q: 3 clusters Score -564593.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -564670.375000 Penalty: 4216.527344
	Iteration 11Q: 3 clusters Score -564670.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -564738.000000 Penalty: 4216.527344
	Iteration 12Q: 3 clusters Score -564738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -564790.437500 Penalty: 4216.527344
	Iteration 13Q: 3 clusters Score -564790.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -564836.187500 Penalty: 4216.527344
	Iteration 14Q: 3 clusters Score -564836.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -564864.500000 Penalty: 4216.527344
	Iteration 15Q: 3 clusters Score -564864.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -564889.062500 Penalty: 4216.527344
	Iteration 16Q: 3 clusters Score -564889.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -564911.312500 Penalty: 4216.527344
	Iteration 17Q: 3 clusters Score -564911.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -564925.500000 Penalty: 4216.527344
	Iteration 18Q: 3 clusters Score -564925.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -564937.250000 Penalty: 4216.527344
	Iteration 19Q: 3 clusters Score -564937.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -564949.187500 Penalty: 4216.527344
	Iteration 20F: 3 clusters Score -564949.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -564966.000000 Penalty: 4216.527344
	Iteration 21Q: 3 clusters Score -564966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -564982.812500 Penalty: 4216.527344
	Iteration 22Q: 3 clusters Score -564982.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -565000.187500 Penalty: 4216.527344
	Iteration 23Q: 3 clusters Score -565000.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -565017.187500 Penalty: 4216.527344
	Iteration 24Q: 3 clusters Score -565017.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -565032.062500 Penalty: 4216.527344
	Iteration 25Q: 3 clusters Score -565032.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -565043.625000 Penalty: 4216.527344
	Iteration 26Q: 3 clusters Score -565043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -565049.125000 Penalty: 4216.527344
	Iteration 27Q: 3 clusters Score -565049.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -565054.875000 Penalty: 4216.527344
	Iteration 28Q: 3 clusters Score -565054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -565063.875000 Penalty: 4216.527344
	Iteration 29Q: 3 clusters Score -565063.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -565069.687500 Penalty: 4216.527344
	Iteration 30Q: 3 clusters Score -565069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -565075.312500 Penalty: 4216.527344
	Iteration 31Q: 3 clusters Score -565075.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -565084.000000 Penalty: 4216.527344
	Iteration 32Q: 3 clusters Score -565084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -565096.687500 Penalty: 4216.527344
	Iteration 33Q: 3 clusters Score -565096.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -565112.500000 Penalty: 4216.527344
	Iteration 34Q: 3 clusters Score -565112.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -565127.500000 Penalty: 4216.527344
	Iteration 35Q: 3 clusters Score -565127.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -565137.687500 Penalty: 4216.527344
	Iteration 36Q: 3 clusters Score -565137.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -565143.937500 Penalty: 4216.527344
	Iteration 37Q: 3 clusters Score -565143.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -565152.312500 Penalty: 4216.527344
	Iteration 38Q: 3 clusters Score -565152.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -565159.812500 Penalty: 4216.527344
	Iteration 39Q: 3 clusters Score -565159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -565166.375000 Penalty: 4216.527344
	Iteration 40F: 3 clusters Score -565166.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -565171.312500 Penalty: 4216.527344
	Iteration 41Q: 3 clusters Score -565171.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -565179.562500 Penalty: 4216.527344
	Iteration 42Q: 3 clusters Score -565179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -565186.000000 Penalty: 4216.527344
	Iteration 43Q: 3 clusters Score -565186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -565192.125000 Penalty: 4216.527344
	Iteration 44Q: 3 clusters Score -565192.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -565197.500000 Penalty: 4216.527344
	Iteration 45Q: 3 clusters Score -565197.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -565205.187500 Penalty: 4216.527344
	Iteration 46Q: 3 clusters Score -565205.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -565212.562500 Penalty: 4216.527344
	Iteration 47Q: 3 clusters Score -565212.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -565216.687500 Penalty: 4216.527344
	Iteration 48Q: 3 clusters Score -565216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -565219.062500 Penalty: 4216.527344
	Iteration 49Q: 3 clusters Score -565219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -565220.687500 Penalty: 4216.527344
	Iteration 50Q: 3 clusters Score -565220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -565221.687500 Penalty: 4216.527344
	Iteration 51Q: 3 clusters Score -565221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -565222.625000 Penalty: 4216.527344
	Iteration 52Q: 3 clusters Score -565222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -565223.500000 Penalty: 4216.527344
	Iteration 53Q: 3 clusters Score -565223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -565225.250000 Penalty: 4216.527344
	Iteration 54Q: 3 clusters Score -565225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -565226.312500 Penalty: 4216.527344
	Iteration 55Q: 3 clusters Score -565226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -565225.875000 Penalty: 4216.527344
	Iteration 56Q: 3 clusters Score -565225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -565226.437500 Penalty: 4216.527344
	Iteration 57Q: 3 clusters Score -565226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -565226.437500 Penalty: 4216.527344
	Iteration 58F: 3 clusters Score -565226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175941 members 
Entering Unmasked Estep 
Score: -21823142.000000 Penalty: 2995.320068
	Iteration 0F: 2 clusters Score -2.182314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -21707904.000000 Penalty: 5990.640137
	Iteration 0F: 3 clusters Score -2.17079e+07 nChanged 84152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -21756182.000000 Penalty: 5990.640137
	Iteration 1F: 3 clusters Score -2.175618e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -21756840.000000 Penalty: 5990.640137
	Iteration 2Q: 3 clusters Score -2.175684e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -21757600.000000 Penalty: 5990.640137
	Iteration 3Q: 3 clusters Score -2.17576e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -21758702.000000 Penalty: 5990.640137
	Iteration 4Q: 3 clusters Score -2.17587e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -21760614.000000 Penalty: 5990.640137
	Iteration 5Q: 3 clusters Score -2.176061e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -21764210.000000 Penalty: 5990.640137
	Iteration 6Q: 3 clusters Score -2.176421e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -21770064.000000 Penalty: 5990.640137
	Iteration 7F: 3 clusters Score -2.177006e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121158 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -21779000.000000 Penalty: 5990.640137
	Iteration 8F: 3 clusters Score -2.1779e+07 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -21789488.000000 Penalty: 5990.640137
	Iteration 9F: 3 clusters Score -2.178949e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143831 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -21799278.000000 Penalty: 5990.640137
	Iteration 10F: 3 clusters Score -2.179928e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -21806792.000000 Penalty: 5990.640137
	Iteration 11F: 3 clusters Score -2.180679e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160891 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -21811980.000000 Penalty: 5990.640137
	Iteration 12Q: 3 clusters Score -2.181198e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -21815862.000000 Penalty: 5990.640137
	Iteration 13Q: 3 clusters Score -2.181586e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -21818036.000000 Penalty: 5990.640137
	Iteration 14Q: 3 clusters Score -2.181804e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -21819224.000000 Penalty: 5990.640137
	Iteration 15Q: 3 clusters Score -2.181922e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173749 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -21819900.000000 Penalty: 5990.640137
	Iteration 16Q: 3 clusters Score -2.18199e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174414 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21820204.000000 Penalty: 5990.640137
	Iteration 17Q: 3 clusters Score -2.18202e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174782 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21820416.000000 Penalty: 5990.640137
	Iteration 18Q: 3 clusters Score -2.182042e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174985 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21820510.000000 Penalty: 5990.640137
	Iteration 19Q: 3 clusters Score -2.182051e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175077 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -21820558.000000 Penalty: 5990.640137
	Iteration 20F: 3 clusters Score -2.182056e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -21820610.000000 Penalty: 5990.640137
	Iteration 21Q: 3 clusters Score -2.182061e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21820636.000000 Penalty: 5990.640137
	Iteration 22Q: 3 clusters Score -2.182064e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21820672.000000 Penalty: 5990.640137
	Iteration 23Q: 3 clusters Score -2.182067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175242 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -21820690.000000 Penalty: 5990.640137
	Iteration 24Q: 3 clusters Score -2.182069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175253 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21820722.000000 Penalty: 5990.640137
	Iteration 25Q: 3 clusters Score -2.182072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175260 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21820724.000000 Penalty: 5990.640137
	Iteration 26Q: 3 clusters Score -2.182072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21820738.000000 Penalty: 5990.640137
	Iteration 27Q: 3 clusters Score -2.182074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175282 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21820744.000000 Penalty: 5990.640137
	Iteration 28Q: 3 clusters Score -2.182074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175294 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21820746.000000 Penalty: 5990.640137
	Iteration 29Q: 3 clusters Score -2.182075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175299 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21820746.000000 Penalty: 5990.640137
	Iteration 30Q: 3 clusters Score -2.182075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21820752.000000 Penalty: 5990.640137
	Iteration 31Q: 3 clusters Score -2.182075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175310 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21820772.000000 Penalty: 5990.640137
	Iteration 32Q: 3 clusters Score -2.182077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175318 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21820796.000000 Penalty: 5990.640137
	Iteration 33Q: 3 clusters Score -2.18208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21820784.000000 Penalty: 5990.640137
	Iteration 34Q: 3 clusters Score -2.182078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21820800.000000 Penalty: 5990.640137
	Iteration 35Q: 3 clusters Score -2.18208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21820796.000000 Penalty: 5990.640137
	Iteration 36Q: 3 clusters Score -2.18208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21820784.000000 Penalty: 5990.640137
	Iteration 37Q: 3 clusters Score -2.182078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21820784.000000 Penalty: 5990.640137
	Iteration 38Q: 3 clusters Score -2.182078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21820788.000000 Penalty: 5990.640137
	Iteration 39Q: 3 clusters Score -2.182079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175343 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21820780.000000 Penalty: 5990.640137
	Iteration 40F: 3 clusters Score -2.182078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21820790.000000 Penalty: 5990.640137
	Iteration 41Q: 3 clusters Score -2.182079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21820782.000000 Penalty: 5990.640137
	Iteration 42Q: 3 clusters Score -2.182078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21820790.000000 Penalty: 5990.640137
	Iteration 43Q: 3 clusters Score -2.182079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175348 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21820790.000000 Penalty: 5990.640137
	Iteration 44Q: 3 clusters Score -2.182079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175349 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -21820792.000000 Penalty: 5990.640137
	Iteration 45Q: 3 clusters Score -2.182079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175348 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21820792.000000 Penalty: 5990.640137
	Iteration 46Q: 3 clusters Score -2.182079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21820790.000000 Penalty: 5990.640137
	Iteration 47Q: 3 clusters Score -2.182079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21820790.000000 Penalty: 5990.640137
	Iteration 48F: 3 clusters Score -2.182079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
Score: -1873828.250000 Penalty: 2387.939453
	Iteration 0F: 2 clusters Score -1873828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1862840.500000 Penalty: 4775.878906
	Iteration 0F: 3 clusters Score -1862840 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1866418.625000 Penalty: 4775.878906
	Iteration 1F: 3 clusters Score -1866419 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1866886.125000 Penalty: 4775.878906
	Iteration 2F: 3 clusters Score -1866886 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1867291.750000 Penalty: 4775.878906
	Iteration 3F: 3 clusters Score -1867292 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1867636.500000 Penalty: 4775.878906
	Iteration 4F: 3 clusters Score -1867636 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1867948.750000 Penalty: 4775.878906
	Iteration 5Q: 3 clusters Score -1867949 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1868212.875000 Penalty: 4775.878906
	Iteration 6Q: 3 clusters Score -1868213 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1868502.125000 Penalty: 4775.878906
	Iteration 7Q: 3 clusters Score -1868502 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1868778.500000 Penalty: 4775.878906
	Iteration 8Q: 3 clusters Score -1868778 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1869052.000000 Penalty: 4775.878906
	Iteration 9Q: 3 clusters Score -1869052 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1869303.000000 Penalty: 4775.878906
	Iteration 10Q: 3 clusters Score -1869303 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1869523.750000 Penalty: 4775.878906
	Iteration 11Q: 3 clusters Score -1869524 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1869709.625000 Penalty: 4775.878906
	Iteration 12Q: 3 clusters Score -1869710 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1869899.125000 Penalty: 4775.878906
	Iteration 13Q: 3 clusters Score -1869899 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1870073.250000 Penalty: 4775.878906
	Iteration 14Q: 3 clusters Score -1870073 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1870257.000000 Penalty: 4775.878906
	Iteration 15Q: 3 clusters Score -1870257 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1870390.500000 Penalty: 4775.878906
	Iteration 16Q: 3 clusters Score -1870390 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1870522.250000 Penalty: 4775.878906
	Iteration 17Q: 3 clusters Score -1870522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1870626.500000 Penalty: 4775.878906
	Iteration 18Q: 3 clusters Score -1870626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1870713.000000 Penalty: 4775.878906
	Iteration 19Q: 3 clusters Score -1870713 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1870794.875000 Penalty: 4775.878906
	Iteration 20F: 3 clusters Score -1870795 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1870877.875000 Penalty: 4775.878906
	Iteration 21Q: 3 clusters Score -1870878 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1870954.500000 Penalty: 4775.878906
	Iteration 22Q: 3 clusters Score -1870954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1871016.000000 Penalty: 4775.878906
	Iteration 23Q: 3 clusters Score -1871016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1871079.375000 Penalty: 4775.878906
	Iteration 24Q: 3 clusters Score -1871079 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1871147.875000 Penalty: 4775.878906
	Iteration 25Q: 3 clusters Score -1871148 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1871217.125000 Penalty: 4775.878906
	Iteration 26Q: 3 clusters Score -1871217 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1871275.375000 Penalty: 4775.878906
	Iteration 27Q: 3 clusters Score -1871275 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1871345.875000 Penalty: 4775.878906
	Iteration 28Q: 3 clusters Score -1871346 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1871416.250000 Penalty: 4775.878906
	Iteration 29Q: 3 clusters Score -1871416 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1871493.125000 Penalty: 4775.878906
	Iteration 30Q: 3 clusters Score -1871493 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1871549.875000 Penalty: 4775.878906
	Iteration 31Q: 3 clusters Score -1871550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1871598.750000 Penalty: 4775.878906
	Iteration 32Q: 3 clusters Score -1871599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1871639.625000 Penalty: 4775.878906
	Iteration 33Q: 3 clusters Score -1871640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1871676.000000 Penalty: 4775.878906
	Iteration 34Q: 3 clusters Score -1871676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1871706.500000 Penalty: 4775.878906
	Iteration 35Q: 3 clusters Score -1871706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1871728.500000 Penalty: 4775.878906
	Iteration 36Q: 3 clusters Score -1871728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1871749.125000 Penalty: 4775.878906
	Iteration 37Q: 3 clusters Score -1871749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1871766.125000 Penalty: 4775.878906
	Iteration 38Q: 3 clusters Score -1871766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1871779.250000 Penalty: 4775.878906
	Iteration 39Q: 3 clusters Score -1871779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1871794.125000 Penalty: 4775.878906
	Iteration 40F: 3 clusters Score -1871794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1871802.250000 Penalty: 4775.878906
	Iteration 41Q: 3 clusters Score -1871802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1871808.000000 Penalty: 4775.878906
	Iteration 42Q: 3 clusters Score -1871808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1871817.625000 Penalty: 4775.878906
	Iteration 43Q: 3 clusters Score -1871818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1871826.375000 Penalty: 4775.878906
	Iteration 44Q: 3 clusters Score -1871826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1871838.250000 Penalty: 4775.878906
	Iteration 45Q: 3 clusters Score -1871838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1871842.875000 Penalty: 4775.878906
	Iteration 46Q: 3 clusters Score -1871843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1871847.500000 Penalty: 4775.878906
	Iteration 47Q: 3 clusters Score -1871848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1871854.250000 Penalty: 4775.878906
	Iteration 48Q: 3 clusters Score -1871854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1871861.625000 Penalty: 4775.878906
	Iteration 49Q: 3 clusters Score -1871862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1871865.375000 Penalty: 4775.878906
	Iteration 50Q: 3 clusters Score -1871865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1871867.500000 Penalty: 4775.878906
	Iteration 51Q: 3 clusters Score -1871868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1871883.875000 Penalty: 4775.878906
	Iteration 52Q: 3 clusters Score -1871884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1871886.375000 Penalty: 4775.878906
	Iteration 53Q: 3 clusters Score -1871886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1871888.875000 Penalty: 4775.878906
	Iteration 54Q: 3 clusters Score -1871889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1871892.125000 Penalty: 4775.878906
	Iteration 55Q: 3 clusters Score -1871892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1871897.500000 Penalty: 4775.878906
	Iteration 56Q: 3 clusters Score -1871898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1871901.875000 Penalty: 4775.878906
	Iteration 57Q: 3 clusters Score -1871902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1871912.625000 Penalty: 4775.878906
	Iteration 58Q: 3 clusters Score -1871913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1871916.375000 Penalty: 4775.878906
	Iteration 59Q: 3 clusters Score -1871916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1871919.625000 Penalty: 4775.878906
	Iteration 60F: 3 clusters Score -1871920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1871924.625000 Penalty: 4775.878906
	Iteration 61Q: 3 clusters Score -1871925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1871921.750000 Penalty: 4775.878906
	Iteration 62Q: 3 clusters Score -1871922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1871921.375000 Penalty: 4775.878906
	Iteration 63Q: 3 clusters Score -1871921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1871923.375000 Penalty: 4775.878906
	Iteration 64Q: 3 clusters Score -1871923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1871923.375000 Penalty: 4775.878906
	Iteration 65F: 3 clusters Score -1871923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -136594.500000 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -136594.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134485.812500 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -134485.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134927.859375 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -134927.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135097.343750 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -135097.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135204.312500 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -135204.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -135265.843750 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -135265.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -135309.906250 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -135309.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135343.187500 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -135343.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135382.093750 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -135382.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135438.312500 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -135438.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135494.968750 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -135495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -135581.734375 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -135581.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135673.234375 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -135673.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135732.140625 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -135732.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135767.468750 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -135767.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -135788.718750 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -135788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -135806.156250 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -135806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135823.500000 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -135823.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135832.187500 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -135832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -135836.843750 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -135836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -135844.546875 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -135844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -135858.437500 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -135858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -135865.171875 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -135865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135878.453125 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -135878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -135890.140625 Penalty: 3540.090088
	Iteration 23Q: 3 clusters Score -135890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135900.953125 Penalty: 3540.090088
	Iteration 24Q: 3 clusters Score -135901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135934.171875 Penalty: 3540.090088
	Iteration 25Q: 3 clusters Score -135934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135958.984375 Penalty: 3540.090088
	Iteration 26Q: 3 clusters Score -135959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135976.109375 Penalty: 3540.090088
	Iteration 27Q: 3 clusters Score -135976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135990.859375 Penalty: 3540.090088
	Iteration 28Q: 3 clusters Score -135990.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -136005.859375 Penalty: 3540.090088
	Iteration 29Q: 3 clusters Score -136005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136014.046875 Penalty: 3540.090088
	Iteration 30Q: 3 clusters Score -136014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136015.859375 Penalty: 3540.090088
	Iteration 31Q: 3 clusters Score -136015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136016.453125 Penalty: 3540.090088
	Iteration 32Q: 3 clusters Score -136016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136016.453125 Penalty: 3540.090088
	Iteration 33F: 3 clusters Score -136016.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Entering Unmasked Estep 
Score: -5289123.000000 Penalty: 2655.810547
	Iteration 0F: 2 clusters Score -5289123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5258807.500000 Penalty: 5311.621094
	Iteration 0F: 3 clusters Score -5258808 nChanged 20650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5270324.500000 Penalty: 5311.621094
	Iteration 1F: 3 clusters Score -5270324 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5270897.000000 Penalty: 5311.621094
	Iteration 2Q: 3 clusters Score -5270897 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5271526.000000 Penalty: 5311.621094
	Iteration 3Q: 3 clusters Score -5271526 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5272349.000000 Penalty: 5311.621094
	Iteration 4Q: 3 clusters Score -5272349 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5273517.000000 Penalty: 5311.621094
	Iteration 5Q: 3 clusters Score -5273517 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -5275272.000000 Penalty: 5311.621094
	Iteration 6F: 3 clusters Score -5275272 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -5277691.500000 Penalty: 5311.621094
	Iteration 7F: 3 clusters Score -5277692 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5280577.500000 Penalty: 5311.621094
	Iteration 8F: 3 clusters Score -5280578 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5283187.000000 Penalty: 5311.621094
	Iteration 9F: 3 clusters Score -5283187 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5285387.000000 Penalty: 5311.621094
	Iteration 10F: 3 clusters Score -5285387 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -5286807.500000 Penalty: 5311.621094
	Iteration 11Q: 3 clusters Score -5286808 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -5287683.000000 Penalty: 5311.621094
	Iteration 12Q: 3 clusters Score -5287683 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5288057.500000 Penalty: 5311.621094
	Iteration 13Q: 3 clusters Score -5288058 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5288209.000000 Penalty: 5311.621094
	Iteration 14Q: 3 clusters Score -5288209 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -5288293.000000 Penalty: 5311.621094
	Iteration 15Q: 3 clusters Score -5288293 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5288342.000000 Penalty: 5311.621094
	Iteration 16Q: 3 clusters Score -5288342 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -5288362.500000 Penalty: 5311.621094
	Iteration 17Q: 3 clusters Score -5288362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -5288377.000000 Penalty: 5311.621094
	Iteration 18Q: 3 clusters Score -5288377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -5288400.000000 Penalty: 5311.621094
	Iteration 19Q: 3 clusters Score -5288400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5288428.000000 Penalty: 5311.621094
	Iteration 20F: 3 clusters Score -5288428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -5288418.500000 Penalty: 5311.621094
	Iteration 21Q: 3 clusters Score -5288418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -5288430.000000 Penalty: 5311.621094
	Iteration 22Q: 3 clusters Score -5288430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5288435.500000 Penalty: 5311.621094
	Iteration 23Q: 3 clusters Score -5288436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -5288421.000000 Penalty: 5311.621094
	Iteration 24Q: 3 clusters Score -5288421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -5288432.500000 Penalty: 5311.621094
	Iteration 25Q: 3 clusters Score -5288432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -5288445.500000 Penalty: 5311.621094
	Iteration 26Q: 3 clusters Score -5288446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5288452.000000 Penalty: 5311.621094
	Iteration 27Q: 3 clusters Score -5288452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5288452.500000 Penalty: 5311.621094
	Iteration 28Q: 3 clusters Score -5288452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5288446.500000 Penalty: 5311.621094
	Iteration 29Q: 3 clusters Score -5288446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5288447.500000 Penalty: 5311.621094
	Iteration 30Q: 3 clusters Score -5288448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5288442.000000 Penalty: 5311.621094
	Iteration 31Q: 3 clusters Score -5288442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5288447.500000 Penalty: 5311.621094
	Iteration 32Q: 3 clusters Score -5288448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -5288452.500000 Penalty: 5311.621094
	Iteration 33Q: 3 clusters Score -5288452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5288451.500000 Penalty: 5311.621094
	Iteration 34Q: 3 clusters Score -5288452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5288452.500000 Penalty: 5311.621094
	Iteration 35Q: 3 clusters Score -5288452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5288453.000000 Penalty: 5311.621094
	Iteration 36Q: 3 clusters Score -5288453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5288459.500000 Penalty: 5311.621094
	Iteration 37Q: 3 clusters Score -5288460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -5288463.000000 Penalty: 5311.621094
	Iteration 38Q: 3 clusters Score -5288463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -5288458.000000 Penalty: 5311.621094
	Iteration 39Q: 3 clusters Score -5288458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5288454.000000 Penalty: 5311.621094
	Iteration 40F: 3 clusters Score -5288454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -5288449.000000 Penalty: 5311.621094
	Iteration 41Q: 3 clusters Score -5288449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -5288451.500000 Penalty: 5311.621094
	Iteration 42Q: 3 clusters Score -5288452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5288445.500000 Penalty: 5311.621094
	Iteration 43Q: 3 clusters Score -5288446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5288448.500000 Penalty: 5311.621094
	Iteration 44Q: 3 clusters Score -5288448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5288446.000000 Penalty: 5311.621094
	Iteration 45Q: 3 clusters Score -5288446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -5288453.000000 Penalty: 5311.621094
	Iteration 46Q: 3 clusters Score -5288453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5288450.000000 Penalty: 5311.621094
	Iteration 47Q: 3 clusters Score -5288450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5288443.500000 Penalty: 5311.621094
	Iteration 48Q: 3 clusters Score -5288444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -5288446.500000 Penalty: 5311.621094
	Iteration 49Q: 3 clusters Score -5288446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -5288443.500000 Penalty: 5311.621094
	Iteration 50Q: 3 clusters Score -5288444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5288438.000000 Penalty: 5311.621094
	Iteration 51Q: 3 clusters Score -5288438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5288436.000000 Penalty: 5311.621094
	Iteration 52Q: 3 clusters Score -5288436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -5288436.500000 Penalty: 5311.621094
	Iteration 53Q: 3 clusters Score -5288436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5288443.500000 Penalty: 5311.621094
	Iteration 54Q: 3 clusters Score -5288444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -5288443.500000 Penalty: 5311.621094
	Iteration 55Q: 3 clusters Score -5288444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5288441.000000 Penalty: 5311.621094
	Iteration 56Q: 3 clusters Score -5288441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -5288445.000000 Penalty: 5311.621094
	Iteration 57Q: 3 clusters Score -5288445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5288447.500000 Penalty: 5311.621094
	Iteration 58Q: 3 clusters Score -5288448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -5288441.000000 Penalty: 5311.621094
	Iteration 59Q: 3 clusters Score -5288441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -5288444.000000 Penalty: 5311.621094
	Iteration 60F: 3 clusters Score -5288444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -5288446.500000 Penalty: 5311.621094
	Iteration 61Q: 3 clusters Score -5288446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -5288447.500000 Penalty: 5311.621094
	Iteration 62Q: 3 clusters Score -5288448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -5288450.500000 Penalty: 5311.621094
	Iteration 63Q: 3 clusters Score -5288450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5288448.000000 Penalty: 5311.621094
	Iteration 64Q: 3 clusters Score -5288448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5288447.000000 Penalty: 5311.621094
	Iteration 65Q: 3 clusters Score -5288447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5288444.000000 Penalty: 5311.621094
	Iteration 66Q: 3 clusters Score -5288444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -5288446.500000 Penalty: 5311.621094
	Iteration 67Q: 3 clusters Score -5288446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5288452.000000 Penalty: 5311.621094
	Iteration 68Q: 3 clusters Score -5288452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -5288452.500000 Penalty: 5311.621094
	Iteration 69Q: 3 clusters Score -5288452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5288454.000000 Penalty: 5311.621094
	Iteration 70Q: 3 clusters Score -5288454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5288450.000000 Penalty: 5311.621094
	Iteration 71Q: 3 clusters Score -5288450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5288451.000000 Penalty: 5311.621094
	Iteration 72Q: 3 clusters Score -5288451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5288451.000000 Penalty: 5311.621094
	Iteration 73F: 3 clusters Score -5288451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -821102.687500 Penalty: 2186.983643
	Iteration 0F: 2 clusters Score -821102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -815497.812500 Penalty: 4373.967285
	Iteration 0F: 3 clusters Score -815497.8 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -816958.812500 Penalty: 4373.967285
	Iteration 1F: 3 clusters Score -816958.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -817258.812500 Penalty: 4373.967285
	Iteration 2F: 3 clusters Score -817258.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -817493.687500 Penalty: 4373.967285
	Iteration 3F: 3 clusters Score -817493.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -817678.562500 Penalty: 4373.967285
	Iteration 4Q: 3 clusters Score -817678.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -817847.687500 Penalty: 4373.967285
	Iteration 5Q: 3 clusters Score -817847.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -818010.500000 Penalty: 4373.967285
	Iteration 6Q: 3 clusters Score -818010.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -818185.125000 Penalty: 4373.967285
	Iteration 7Q: 3 clusters Score -818185.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -818357.500000 Penalty: 4373.967285
	Iteration 8Q: 3 clusters Score -818357.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -818498.312500 Penalty: 4373.967285
	Iteration 9Q: 3 clusters Score -818498.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -818621.000000 Penalty: 4373.967285
	Iteration 10Q: 3 clusters Score -818621 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -818747.812500 Penalty: 4373.967285
	Iteration 11Q: 3 clusters Score -818747.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -818865.125000 Penalty: 4373.967285
	Iteration 12Q: 3 clusters Score -818865.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -818956.312500 Penalty: 4373.967285
	Iteration 13Q: 3 clusters Score -818956.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -819025.687500 Penalty: 4373.967285
	Iteration 14Q: 3 clusters Score -819025.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -819082.875000 Penalty: 4373.967285
	Iteration 15Q: 3 clusters Score -819082.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -819133.187500 Penalty: 4373.967285
	Iteration 16Q: 3 clusters Score -819133.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -819170.187500 Penalty: 4373.967285
	Iteration 17Q: 3 clusters Score -819170.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -819193.625000 Penalty: 4373.967285
	Iteration 18Q: 3 clusters Score -819193.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -819209.000000 Penalty: 4373.967285
	Iteration 19Q: 3 clusters Score -819209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -819216.812500 Penalty: 4373.967285
	Iteration 20F: 3 clusters Score -819216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -819228.812500 Penalty: 4373.967285
	Iteration 21Q: 3 clusters Score -819228.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -819236.250000 Penalty: 4373.967285
	Iteration 22Q: 3 clusters Score -819236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -819242.125000 Penalty: 4373.967285
	Iteration 23Q: 3 clusters Score -819242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -819243.812500 Penalty: 4373.967285
	Iteration 24Q: 3 clusters Score -819243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -819248.812500 Penalty: 4373.967285
	Iteration 25Q: 3 clusters Score -819248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -819251.750000 Penalty: 4373.967285
	Iteration 26Q: 3 clusters Score -819251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -819252.625000 Penalty: 4373.967285
	Iteration 27Q: 3 clusters Score -819252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -819255.000000 Penalty: 4373.967285
	Iteration 28Q: 3 clusters Score -819255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -819255.250000 Penalty: 4373.967285
	Iteration 29Q: 3 clusters Score -819255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -819256.250000 Penalty: 4373.967285
	Iteration 30Q: 3 clusters Score -819256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -819261.750000 Penalty: 4373.967285
	Iteration 31Q: 3 clusters Score -819261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -819265.437500 Penalty: 4373.967285
	Iteration 32Q: 3 clusters Score -819265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -819265.250000 Penalty: 4373.967285
	Iteration 33Q: 3 clusters Score -819265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -819267.687500 Penalty: 4373.967285
	Iteration 34Q: 3 clusters Score -819267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -819267.687500 Penalty: 4373.967285
	Iteration 35Q: 3 clusters Score -819267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -819268.687500 Penalty: 4373.967285
	Iteration 36Q: 3 clusters Score -819268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -819269.562500 Penalty: 4373.967285
	Iteration 37Q: 3 clusters Score -819269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -819270.375000 Penalty: 4373.967285
	Iteration 38Q: 3 clusters Score -819270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -819272.125000 Penalty: 4373.967285
	Iteration 39Q: 3 clusters Score -819272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -819272.125000 Penalty: 4373.967285
	Iteration 40F: 3 clusters Score -819272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -403671.406250 Penalty: 2028.232788
	Iteration 0F: 2 clusters Score -403671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -400070.000000 Penalty: 4056.465576
	Iteration 0F: 3 clusters Score -400070 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -400975.875000 Penalty: 4056.465576
	Iteration 1F: 3 clusters Score -400975.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -401277.031250 Penalty: 4056.465576
	Iteration 2F: 3 clusters Score -401277 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -401512.593750 Penalty: 4056.465576
	Iteration 3F: 3 clusters Score -401512.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -401686.156250 Penalty: 4056.465576
	Iteration 4F: 3 clusters Score -401686.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -401836.031250 Penalty: 4056.465576
	Iteration 5Q: 3 clusters Score -401836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -401937.062500 Penalty: 4056.465576
	Iteration 6Q: 3 clusters Score -401937.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -402009.562500 Penalty: 4056.465576
	Iteration 7Q: 3 clusters Score -402009.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -402059.093750 Penalty: 4056.465576
	Iteration 8Q: 3 clusters Score -402059.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -402099.000000 Penalty: 4056.465576
	Iteration 9Q: 3 clusters Score -402099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -402125.187500 Penalty: 4056.465576
	Iteration 10Q: 3 clusters Score -402125.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -402143.937500 Penalty: 4056.465576
	Iteration 11Q: 3 clusters Score -402143.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -402158.375000 Penalty: 4056.465576
	Iteration 12Q: 3 clusters Score -402158.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -402171.406250 Penalty: 4056.465576
	Iteration 13Q: 3 clusters Score -402171.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -402180.750000 Penalty: 4056.465576
	Iteration 14Q: 3 clusters Score -402180.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -402187.250000 Penalty: 4056.465576
	Iteration 15Q: 3 clusters Score -402187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -402199.531250 Penalty: 4056.465576
	Iteration 16Q: 3 clusters Score -402199.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -402211.250000 Penalty: 4056.465576
	Iteration 17Q: 3 clusters Score -402211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -402222.625000 Penalty: 4056.465576
	Iteration 18Q: 3 clusters Score -402222.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -402236.156250 Penalty: 4056.465576
	Iteration 19Q: 3 clusters Score -402236.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -402250.812500 Penalty: 4056.465576
	Iteration 20F: 3 clusters Score -402250.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -402263.250000 Penalty: 4056.465576
	Iteration 21Q: 3 clusters Score -402263.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -402273.187500 Penalty: 4056.465576
	Iteration 22Q: 3 clusters Score -402273.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -402281.125000 Penalty: 4056.465576
	Iteration 23Q: 3 clusters Score -402281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -402290.687500 Penalty: 4056.465576
	Iteration 24Q: 3 clusters Score -402290.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -402299.125000 Penalty: 4056.465576
	Iteration 25Q: 3 clusters Score -402299.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -402312.500000 Penalty: 4056.465576
	Iteration 26Q: 3 clusters Score -402312.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -402327.156250 Penalty: 4056.465576
	Iteration 27Q: 3 clusters Score -402327.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -402341.187500 Penalty: 4056.465576
	Iteration 28Q: 3 clusters Score -402341.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -402354.031250 Penalty: 4056.465576
	Iteration 29Q: 3 clusters Score -402354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -402359.468750 Penalty: 4056.465576
	Iteration 30Q: 3 clusters Score -402359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -402363.812500 Penalty: 4056.465576
	Iteration 31Q: 3 clusters Score -402363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -402367.500000 Penalty: 4056.465576
	Iteration 32Q: 3 clusters Score -402367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -402370.062500 Penalty: 4056.465576
	Iteration 33Q: 3 clusters Score -402370.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -402373.937500 Penalty: 4056.465576
	Iteration 34Q: 3 clusters Score -402373.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -402376.843750 Penalty: 4056.465576
	Iteration 35Q: 3 clusters Score -402376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -402379.937500 Penalty: 4056.465576
	Iteration 36Q: 3 clusters Score -402379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -402382.187500 Penalty: 4056.465576
	Iteration 37Q: 3 clusters Score -402382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -402384.187500 Penalty: 4056.465576
	Iteration 38Q: 3 clusters Score -402384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -402388.031250 Penalty: 4056.465576
	Iteration 39Q: 3 clusters Score -402388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -402391.281250 Penalty: 4056.465576
	Iteration 40F: 3 clusters Score -402391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -402393.968750 Penalty: 4056.465576
	Iteration 41Q: 3 clusters Score -402394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -402401.031250 Penalty: 4056.465576
	Iteration 42Q: 3 clusters Score -402401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -402407.656250 Penalty: 4056.465576
	Iteration 43Q: 3 clusters Score -402407.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -402413.531250 Penalty: 4056.465576
	Iteration 44Q: 3 clusters Score -402413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -402417.562500 Penalty: 4056.465576
	Iteration 45Q: 3 clusters Score -402417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -402421.281250 Penalty: 4056.465576
	Iteration 46Q: 3 clusters Score -402421.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -402430.687500 Penalty: 4056.465576
	Iteration 47Q: 3 clusters Score -402430.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -402443.906250 Penalty: 4056.465576
	Iteration 48Q: 3 clusters Score -402443.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402458.843750 Penalty: 4056.465576
	Iteration 49Q: 3 clusters Score -402458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -402481.875000 Penalty: 4056.465576
	Iteration 50Q: 3 clusters Score -402481.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -402510.406250 Penalty: 4056.465576
	Iteration 51Q: 3 clusters Score -402510.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402531.968750 Penalty: 4056.465576
	Iteration 52Q: 3 clusters Score -402532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -402553.812500 Penalty: 4056.465576
	Iteration 53Q: 3 clusters Score -402553.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -402574.531250 Penalty: 4056.465576
	Iteration 54Q: 3 clusters Score -402574.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -402592.281250 Penalty: 4056.465576
	Iteration 55Q: 3 clusters Score -402592.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -402599.093750 Penalty: 4056.465576
	Iteration 56Q: 3 clusters Score -402599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -402602.875000 Penalty: 4056.465576
	Iteration 57Q: 3 clusters Score -402602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -402606.562500 Penalty: 4056.465576
	Iteration 58Q: 3 clusters Score -402606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -402609.343750 Penalty: 4056.465576
	Iteration 59Q: 3 clusters Score -402609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -402611.062500 Penalty: 4056.465576
	Iteration 60F: 3 clusters Score -402611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -402611.875000 Penalty: 4056.465576
	Iteration 61Q: 3 clusters Score -402611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -402612.125000 Penalty: 4056.465576
	Iteration 62Q: 3 clusters Score -402612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -402613.281250 Penalty: 4056.465576
	Iteration 63Q: 3 clusters Score -402613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -402614.656250 Penalty: 4056.465576
	Iteration 64Q: 3 clusters Score -402614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -402615.031250 Penalty: 4056.465576
	Iteration 65Q: 3 clusters Score -402615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -402615.500000 Penalty: 4056.465576
	Iteration 66Q: 3 clusters Score -402615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -402615.500000 Penalty: 4056.465576
	Iteration 67F: 3 clusters Score -402615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -636063.000000 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -636063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -631403.750000 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -631403.8 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -632541.062500 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -632541.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -632760.562500 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -632760.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -632929.750000 Penalty: 4248.822266
	Iteration 3F: 3 clusters Score -632929.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -633071.125000 Penalty: 4248.822266
	Iteration 4Q: 3 clusters Score -633071.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -633190.625000 Penalty: 4248.822266
	Iteration 5Q: 3 clusters Score -633190.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -633295.875000 Penalty: 4248.822266
	Iteration 6Q: 3 clusters Score -633295.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -633392.250000 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -633392.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -633489.000000 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -633489 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -633576.812500 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -633576.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -633660.125000 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -633660.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -633731.812500 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -633731.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -633794.875000 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -633794.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -633849.875000 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -633849.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -633894.687500 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -633894.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -633925.250000 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -633925.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -633948.500000 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -633948.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -633973.625000 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -633973.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -633994.812500 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -633994.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -634012.250000 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -634012.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -634033.812500 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -634033.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -634052.000000 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -634052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -634066.625000 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -634066.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -634081.125000 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -634081.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -634092.375000 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -634092.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -634102.125000 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -634102.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -634109.875000 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -634109.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -634117.000000 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -634117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -634124.250000 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -634124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -634126.812500 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -634126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -634130.500000 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -634130.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -634137.500000 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -634137.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -634140.812500 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -634140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -634146.500000 Penalty: 4248.822266
	Iteration 33Q: 3 clusters Score -634146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -634148.812500 Penalty: 4248.822266
	Iteration 34Q: 3 clusters Score -634148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -634150.937500 Penalty: 4248.822266
	Iteration 35Q: 3 clusters Score -634150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -634153.937500 Penalty: 4248.822266
	Iteration 36Q: 3 clusters Score -634153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -634154.312500 Penalty: 4248.822266
	Iteration 37Q: 3 clusters Score -634154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -634154.375000 Penalty: 4248.822266
	Iteration 38Q: 3 clusters Score -634154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -634155.062500 Penalty: 4248.822266
	Iteration 39Q: 3 clusters Score -634155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -634155.125000 Penalty: 4248.822266
	Iteration 40F: 3 clusters Score -634155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -634157.500000 Penalty: 4248.822266
	Iteration 41Q: 3 clusters Score -634157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -634161.312500 Penalty: 4248.822266
	Iteration 42Q: 3 clusters Score -634161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -634164.312500 Penalty: 4248.822266
	Iteration 43Q: 3 clusters Score -634164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -634167.625000 Penalty: 4248.822266
	Iteration 44Q: 3 clusters Score -634167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -634170.250000 Penalty: 4248.822266
	Iteration 45Q: 3 clusters Score -634170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -634170.437500 Penalty: 4248.822266
	Iteration 46Q: 3 clusters Score -634170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -634171.125000 Penalty: 4248.822266
	Iteration 47Q: 3 clusters Score -634171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -634172.125000 Penalty: 4248.822266
	Iteration 48Q: 3 clusters Score -634172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -634172.125000 Penalty: 4248.822266
	Iteration 49F: 3 clusters Score -634172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1233457.625000 Penalty: 2286.386475
	Iteration 0F: 2 clusters Score -1233458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1225683.625000 Penalty: 4572.772949
	Iteration 0F: 3 clusters Score -1225684 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1227986.125000 Penalty: 4572.772949
	Iteration 1F: 3 clusters Score -1227986 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1228334.500000 Penalty: 4572.772949
	Iteration 2F: 3 clusters Score -1228334 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1228603.500000 Penalty: 4572.772949
	Iteration 3F: 3 clusters Score -1228604 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1228813.250000 Penalty: 4572.772949
	Iteration 4Q: 3 clusters Score -1228813 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1229017.500000 Penalty: 4572.772949
	Iteration 5Q: 3 clusters Score -1229018 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1229267.625000 Penalty: 4572.772949
	Iteration 6Q: 3 clusters Score -1229268 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1229577.125000 Penalty: 4572.772949
	Iteration 7Q: 3 clusters Score -1229577 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1229992.500000 Penalty: 4572.772949
	Iteration 8F: 3 clusters Score -1229992 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1230453.250000 Penalty: 4572.772949
	Iteration 9F: 3 clusters Score -1230453 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1230888.125000 Penalty: 4572.772949
	Iteration 10F: 3 clusters Score -1230888 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1231252.625000 Penalty: 4572.772949
	Iteration 11Q: 3 clusters Score -1231253 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1231492.250000 Penalty: 4572.772949
	Iteration 12Q: 3 clusters Score -1231492 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1231619.625000 Penalty: 4572.772949
	Iteration 13Q: 3 clusters Score -1231620 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1231702.500000 Penalty: 4572.772949
	Iteration 14Q: 3 clusters Score -1231702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1231750.375000 Penalty: 4572.772949
	Iteration 15Q: 3 clusters Score -1231750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1231777.625000 Penalty: 4572.772949
	Iteration 16Q: 3 clusters Score -1231778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1231806.875000 Penalty: 4572.772949
	Iteration 17Q: 3 clusters Score -1231807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1231822.875000 Penalty: 4572.772949
	Iteration 18Q: 3 clusters Score -1231823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1231840.500000 Penalty: 4572.772949
	Iteration 19Q: 3 clusters Score -1231840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1231851.375000 Penalty: 4572.772949
	Iteration 20F: 3 clusters Score -1231851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1231855.250000 Penalty: 4572.772949
	Iteration 21Q: 3 clusters Score -1231855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1231862.000000 Penalty: 4572.772949
	Iteration 22Q: 3 clusters Score -1231862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1231864.625000 Penalty: 4572.772949
	Iteration 23Q: 3 clusters Score -1231865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1231867.375000 Penalty: 4572.772949
	Iteration 24Q: 3 clusters Score -1231867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1231867.875000 Penalty: 4572.772949
	Iteration 25Q: 3 clusters Score -1231868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1231872.500000 Penalty: 4572.772949
	Iteration 26Q: 3 clusters Score -1231872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1231875.625000 Penalty: 4572.772949
	Iteration 27Q: 3 clusters Score -1231876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1231875.375000 Penalty: 4572.772949
	Iteration 28Q: 3 clusters Score -1231875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1231876.250000 Penalty: 4572.772949
	Iteration 29Q: 3 clusters Score -1231876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1231879.000000 Penalty: 4572.772949
	Iteration 30Q: 3 clusters Score -1231879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1231879.000000 Penalty: 4572.772949
	Iteration 31F: 3 clusters Score -1231879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Entering Unmasked Estep 
Score: -3470233.750000 Penalty: 2545.374512
	Iteration 0F: 2 clusters Score -3470234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3450494.000000 Penalty: 5090.749023
	Iteration 0F: 3 clusters Score -3450494 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3457708.750000 Penalty: 5090.749023
	Iteration 1F: 3 clusters Score -3457709 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3458192.750000 Penalty: 5090.749023
	Iteration 2Q: 3 clusters Score -3458193 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3458626.250000 Penalty: 5090.749023
	Iteration 3Q: 3 clusters Score -3458626 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3459108.750000 Penalty: 5090.749023
	Iteration 4Q: 3 clusters Score -3459109 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3459752.000000 Penalty: 5090.749023
	Iteration 5Q: 3 clusters Score -3459752 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3460675.250000 Penalty: 5090.749023
	Iteration 6F: 3 clusters Score -3460675 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3461863.500000 Penalty: 5090.749023
	Iteration 7F: 3 clusters Score -3461864 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3463365.000000 Penalty: 5090.749023
	Iteration 8F: 3 clusters Score -3463365 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3464937.500000 Penalty: 5090.749023
	Iteration 9F: 3 clusters Score -3464938 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3466183.000000 Penalty: 5090.749023
	Iteration 10Q: 3 clusters Score -3466183 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3467010.000000 Penalty: 5090.749023
	Iteration 11Q: 3 clusters Score -3467010 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3467414.250000 Penalty: 5090.749023
	Iteration 12Q: 3 clusters Score -3467414 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3467674.500000 Penalty: 5090.749023
	Iteration 13Q: 3 clusters Score -3467674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3467822.000000 Penalty: 5090.749023
	Iteration 14Q: 3 clusters Score -3467822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3467906.250000 Penalty: 5090.749023
	Iteration 15Q: 3 clusters Score -3467906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3467965.250000 Penalty: 5090.749023
	Iteration 16Q: 3 clusters Score -3467965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3468002.000000 Penalty: 5090.749023
	Iteration 17Q: 3 clusters Score -3468002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3468020.750000 Penalty: 5090.749023
	Iteration 18Q: 3 clusters Score -3468021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3468039.250000 Penalty: 5090.749023
	Iteration 19Q: 3 clusters Score -3468039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3468051.500000 Penalty: 5090.749023
	Iteration 20F: 3 clusters Score -3468052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3468061.750000 Penalty: 5090.749023
	Iteration 21Q: 3 clusters Score -3468062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3468073.000000 Penalty: 5090.749023
	Iteration 22Q: 3 clusters Score -3468073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3468090.000000 Penalty: 5090.749023
	Iteration 23Q: 3 clusters Score -3468090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3468105.000000 Penalty: 5090.749023
	Iteration 24Q: 3 clusters Score -3468105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3468102.750000 Penalty: 5090.749023
	Iteration 25Q: 3 clusters Score -3468103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3468109.000000 Penalty: 5090.749023
	Iteration 26Q: 3 clusters Score -3468109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3468126.500000 Penalty: 5090.749023
	Iteration 27Q: 3 clusters Score -3468126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3468131.000000 Penalty: 5090.749023
	Iteration 28Q: 3 clusters Score -3468131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3468126.500000 Penalty: 5090.749023
	Iteration 29Q: 3 clusters Score -3468126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3468131.500000 Penalty: 5090.749023
	Iteration 30Q: 3 clusters Score -3468132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3468132.000000 Penalty: 5090.749023
	Iteration 31Q: 3 clusters Score -3468132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3468133.750000 Penalty: 5090.749023
	Iteration 32Q: 3 clusters Score -3468134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3468133.750000 Penalty: 5090.749023
	Iteration 33F: 3 clusters Score -3468134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82492.625000 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82492.62 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82736.429688 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82736.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82822.351562 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -82822.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82863.484375 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -82863.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82887.437500 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -82887.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82896.312500 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -82896.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82903.617188 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -82903.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82912.179688 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -82912.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82919.523438 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -82919.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82933.218750 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -82933.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82948.296875 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -82948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82952.343750 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -82952.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82954.203125 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -82954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82955.320312 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -82955.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82956.351562 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -82956.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82958.117188 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -82958.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82960.039062 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -82960.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82960.039062 Penalty: 3290.778320
	Iteration 17F: 3 clusters Score -82960.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Entering Unmasked Estep 
Score: -2422657.750000 Penalty: 2452.882568
	Iteration 0F: 2 clusters Score -2422658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2408831.250000 Penalty: 4905.765137
	Iteration 0F: 3 clusters Score -2408831 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2413664.250000 Penalty: 4905.765137
	Iteration 1F: 3 clusters Score -2413664 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2414098.000000 Penalty: 4905.765137
	Iteration 2F: 3 clusters Score -2414098 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2414495.250000 Penalty: 4905.765137
	Iteration 3Q: 3 clusters Score -2414495 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2414905.500000 Penalty: 4905.765137
	Iteration 4Q: 3 clusters Score -2414906 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2415352.750000 Penalty: 4905.765137
	Iteration 5Q: 3 clusters Score -2415353 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2415825.250000 Penalty: 4905.765137
	Iteration 6Q: 3 clusters Score -2415825 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2416334.500000 Penalty: 4905.765137
	Iteration 7Q: 3 clusters Score -2416334 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2416836.500000 Penalty: 4905.765137
	Iteration 8Q: 3 clusters Score -2416836 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2417370.500000 Penalty: 4905.765137
	Iteration 9Q: 3 clusters Score -2417370 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2417869.500000 Penalty: 4905.765137
	Iteration 10Q: 3 clusters Score -2417870 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2418319.000000 Penalty: 4905.765137
	Iteration 11Q: 3 clusters Score -2418319 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2418750.000000 Penalty: 4905.765137
	Iteration 12Q: 3 clusters Score -2418750 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2419129.750000 Penalty: 4905.765137
	Iteration 13Q: 3 clusters Score -2419130 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2419455.000000 Penalty: 4905.765137
	Iteration 14Q: 3 clusters Score -2419455 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2419724.750000 Penalty: 4905.765137
	Iteration 15Q: 3 clusters Score -2419725 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2419950.500000 Penalty: 4905.765137
	Iteration 16Q: 3 clusters Score -2419950 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2420167.750000 Penalty: 4905.765137
	Iteration 17Q: 3 clusters Score -2420168 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2420308.750000 Penalty: 4905.765137
	Iteration 18Q: 3 clusters Score -2420309 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2420404.750000 Penalty: 4905.765137
	Iteration 19Q: 3 clusters Score -2420405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2420463.250000 Penalty: 4905.765137
	Iteration 20F: 3 clusters Score -2420463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2420514.500000 Penalty: 4905.765137
	Iteration 21Q: 3 clusters Score -2420514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2420558.000000 Penalty: 4905.765137
	Iteration 22Q: 3 clusters Score -2420558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2420587.250000 Penalty: 4905.765137
	Iteration 23Q: 3 clusters Score -2420587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2420612.750000 Penalty: 4905.765137
	Iteration 24Q: 3 clusters Score -2420613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2420634.750000 Penalty: 4905.765137
	Iteration 25Q: 3 clusters Score -2420635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2420647.000000 Penalty: 4905.765137
	Iteration 26Q: 3 clusters Score -2420647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2420663.750000 Penalty: 4905.765137
	Iteration 27Q: 3 clusters Score -2420664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2420684.000000 Penalty: 4905.765137
	Iteration 28Q: 3 clusters Score -2420684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2420699.750000 Penalty: 4905.765137
	Iteration 29Q: 3 clusters Score -2420700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2420704.500000 Penalty: 4905.765137
	Iteration 30Q: 3 clusters Score -2420704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2420717.000000 Penalty: 4905.765137
	Iteration 31Q: 3 clusters Score -2420717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2420723.000000 Penalty: 4905.765137
	Iteration 32Q: 3 clusters Score -2420723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2420722.250000 Penalty: 4905.765137
	Iteration 33Q: 3 clusters Score -2420722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2420724.250000 Penalty: 4905.765137
	Iteration 34Q: 3 clusters Score -2420724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2420724.250000 Penalty: 4905.765137
	Iteration 35F: 3 clusters Score -2420724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180604 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 175941 members 
Mstep: Class 20 contains 15196 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28670 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249880.000000 Penalty: 99613.000000
Iteration 279Q: 30 clusters Score -1.242499e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180602 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19476 members 
Mstep: Class 12 contains 7377 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170605 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 175945 members 
Mstep: Class 20 contains 15211 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44754 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28668 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249912.000000 Penalty: 99613.000000
Iteration 280F: 30 clusters Score -1.242499e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180598 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19468 members 
Mstep: Class 12 contains 7372 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170605 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 15222 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28670 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249896.000000 Penalty: 99613.000000
Iteration 281Q: 30 clusters Score -1.242499e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180592 members 
Mstep: Class 5 contains 21287 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19467 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 13049 members 
Mstep: Class 14 contains 170605 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10859 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15227 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44752 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249896.000000 Penalty: 99613.000000
Iteration 282Q: 30 clusters Score -1.242499e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180596 members 
Mstep: Class 5 contains 21287 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167437 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19464 members 
Mstep: Class 12 contains 7365 members 
Mstep: Class 13 contains 13049 members 
Mstep: Class 14 contains 170606 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10860 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 175946 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249784.000000 Penalty: 99613.000000
Iteration 283Q: 30 clusters Score -1.242498e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180596 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19462 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 13048 members 
Mstep: Class 14 contains 170607 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10860 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 175945 members 
Mstep: Class 20 contains 15248 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44748 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249728.000000 Penalty: 99613.000000
Iteration 284Q: 30 clusters Score -1.242497e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180596 members 
Mstep: Class 5 contains 21287 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19459 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 13046 members 
Mstep: Class 14 contains 170607 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10860 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 175947 members 
Mstep: Class 20 contains 15261 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44748 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249720.000000 Penalty: 99613.000000
Iteration 285Q: 30 clusters Score -1.242497e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180599 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19455 members 
Mstep: Class 12 contains 7328 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 170606 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10860 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 175947 members 
Mstep: Class 20 contains 15276 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44747 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249760.000000 Penalty: 99613.000000
Iteration 286Q: 30 clusters Score -1.242498e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16424 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 19457 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 170605 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10860 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 175946 members 
Mstep: Class 20 contains 15282 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44747 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249752.000000 Penalty: 99613.000000
Iteration 287Q: 30 clusters Score -1.242498e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180599 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16425 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19456 members 
Mstep: Class 12 contains 7307 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 170605 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10859 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15298 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44747 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249736.000000 Penalty: 99613.000000
Iteration 288Q: 30 clusters Score -1.242497e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180597 members 
Mstep: Class 5 contains 21285 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16424 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19456 members 
Mstep: Class 12 contains 7298 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 170603 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10858 members 
Mstep: Class 18 contains 4925 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 15308 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44747 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249776.000000 Penalty: 99613.000000
Iteration 289Q: 30 clusters Score -1.242498e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180597 members 
Mstep: Class 5 contains 21285 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29182 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 13050 members 
Mstep: Class 14 contains 170603 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55252 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 4926 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15319 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44746 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249800.000000 Penalty: 99613.000000
Iteration 290Q: 30 clusters Score -1.242498e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180600 members 
Mstep: Class 5 contains 21285 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 13053 members 
Mstep: Class 14 contains 170602 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10852 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15332 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44745 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5246 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249776.000000 Penalty: 99613.000000
Iteration 291Q: 30 clusters Score -1.242498e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21285 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19454 members 
Mstep: Class 12 contains 7276 members 
Mstep: Class 13 contains 13053 members 
Mstep: Class 14 contains 170599 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4929 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15335 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44743 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249792.000000 Penalty: 99613.000000
Iteration 292Q: 30 clusters Score -1.242498e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21285 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19454 members 
Mstep: Class 12 contains 7275 members 
Mstep: Class 13 contains 13053 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55252 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44744 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249840.000000 Penalty: 99613.000000
Iteration 293Q: 30 clusters Score -1.242498e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21285 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 13053 members 
Mstep: Class 14 contains 170600 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55252 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 4929 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44744 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249840.000000 Penalty: 99613.000000
Iteration 294Q: 30 clusters Score -1.242498e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180606 members 
Mstep: Class 5 contains 21285 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167438 members 
Mstep: Class 9 contains 16422 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7270 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55252 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44744 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249848.000000 Penalty: 99613.000000
Iteration 295Q: 30 clusters Score -1.242498e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21284 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 13050 members 
Mstep: Class 14 contains 170593 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55252 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175955 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44744 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249824.000000 Penalty: 99613.000000
Iteration 296Q: 30 clusters Score -1.242498e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180603 members 
Mstep: Class 5 contains 21284 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 13050 members 
Mstep: Class 14 contains 170593 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55252 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175954 members 
Mstep: Class 20 contains 15346 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44744 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249816.000000 Penalty: 99613.000000
Iteration 297Q: 30 clusters Score -1.242498e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180604 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29186 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7275 members 
Mstep: Class 13 contains 13050 members 
Mstep: Class 14 contains 170593 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175954 members 
Mstep: Class 20 contains 15348 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44743 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249792.000000 Penalty: 99613.000000
Iteration 298Q: 30 clusters Score -1.242498e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167439 members 
Mstep: Class 9 contains 16412 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7279 members 
Mstep: Class 13 contains 13050 members 
Mstep: Class 14 contains 170592 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175955 members 
Mstep: Class 20 contains 15349 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44742 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249776.000000 Penalty: 99613.000000
Iteration 299Q: 30 clusters Score -1.242498e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16407 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 13048 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175956 members 
Mstep: Class 20 contains 15350 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44741 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249784.000000 Penalty: 99613.000000
Iteration 300F: 30 clusters Score -1.242498e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16406 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55251 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175956 members 
Mstep: Class 20 contains 15351 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44741 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249752.000000 Penalty: 99613.000000
Iteration 301Q: 30 clusters Score -1.242498e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180608 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16407 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7287 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175954 members 
Mstep: Class 20 contains 15352 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249784.000000 Penalty: 99613.000000
Iteration 302Q: 30 clusters Score -1.242498e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180608 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16408 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7288 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15352 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249832.000000 Penalty: 99613.000000
Iteration 303Q: 30 clusters Score -1.242498e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180609 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167442 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15352 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249864.000000 Penalty: 99613.000000
Iteration 304Q: 30 clusters Score -1.242499e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180609 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167442 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29182 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 13036 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15351 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249856.000000 Penalty: 99613.000000
Iteration 305Q: 30 clusters Score -1.242499e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180608 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16415 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 13036 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55250 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 4931 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15354 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249792.000000 Penalty: 99613.000000
Iteration 306Q: 30 clusters Score -1.242498e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180605 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7288 members 
Mstep: Class 13 contains 13035 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 4932 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15356 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10091 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249808.000000 Penalty: 99613.000000
Iteration 307Q: 30 clusters Score -1.242498e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180604 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 4932 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15361 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44741 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249752.000000 Penalty: 99613.000000
Iteration 308Q: 30 clusters Score -1.242498e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180603 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16422 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7275 members 
Mstep: Class 13 contains 13038 members 
Mstep: Class 14 contains 170595 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55249 members 
Mstep: Class 17 contains 10843 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15365 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44742 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249792.000000 Penalty: 99613.000000
Iteration 309Q: 30 clusters Score -1.242498e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180602 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 13038 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55247 members 
Mstep: Class 17 contains 10842 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15371 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44742 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249880.000000 Penalty: 99613.000000
Iteration 310Q: 30 clusters Score -1.242499e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16427 members 
Mstep: Class 10 contains 29179 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 13038 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55246 members 
Mstep: Class 17 contains 10842 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15379 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44742 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249816.000000 Penalty: 99613.000000
Iteration 311Q: 30 clusters Score -1.242498e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 29180 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7253 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55246 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4938 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15385 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44741 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249808.000000 Penalty: 99613.000000
Iteration 312Q: 30 clusters Score -1.242498e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180604 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167442 members 
Mstep: Class 9 contains 16427 members 
Mstep: Class 10 contains 29178 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 7247 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55245 members 
Mstep: Class 17 contains 10839 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15392 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249848.000000 Penalty: 99613.000000
Iteration 313Q: 30 clusters Score -1.242498e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180607 members 
Mstep: Class 5 contains 21281 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167442 members 
Mstep: Class 9 contains 16426 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 13039 members 
Mstep: Class 14 contains 170595 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55245 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15399 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249824.000000 Penalty: 99613.000000
Iteration 314Q: 30 clusters Score -1.242498e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180604 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16429 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 7237 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55245 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15401 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249768.000000 Penalty: 99613.000000
Iteration 315Q: 30 clusters Score -1.242498e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180603 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16430 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55244 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15402 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44739 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249784.000000 Penalty: 99613.000000
Iteration 316Q: 30 clusters Score -1.242498e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21278 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 7234 members 
Mstep: Class 13 contains 13036 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55244 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15404 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44737 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28674 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249856.000000 Penalty: 99613.000000
Iteration 317Q: 30 clusters Score -1.242499e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180599 members 
Mstep: Class 5 contains 21277 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 7230 members 
Mstep: Class 13 contains 13035 members 
Mstep: Class 14 contains 170599 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55242 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15408 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44737 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249864.000000 Penalty: 99613.000000
Iteration 318Q: 30 clusters Score -1.242499e+08 nChanged 17
Entering ConstructFrom: 
Score: -124249864.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -28752.013672 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -28752.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27608.378906 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -27608.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27999.103516 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -27999.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28157.128906 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -28157.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28237.984375 Penalty: 2837.274658
	Iteration 3F: 3 clusters Score -28237.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28373.910156 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -28373.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28746.585938 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -28746.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28813.968750 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -28813.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28813.968750 Penalty: 2837.274658
	Iteration 7F: 3 clusters Score -28813.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21275 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 7226 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55242 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15413 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Mstep: Class 30 contains 221 members 
Entering Unmasked Estep 
Score: -124247856.000000 Penalty: 103047.937500
Splitting cluster 1 changes total score from -124249864.000000 to -124247856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -47227.281250 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -47227.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45773.898438 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45773.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46098.929688 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -46098.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46326.550781 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -46326.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46638.824219 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -46638.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46984.136719 Penalty: 3077.460693
	Iteration 4F: 3 clusters Score -46984.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47216.187500 Penalty: 3077.460693
	Iteration 5F: 3 clusters Score -47216.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47419.699219 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -47419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47564.464844 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -47564.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47797.808594 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -47797.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47855.484375 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -47855.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47882.121094 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -47882.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47902.804688 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -47902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47934.894531 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -47934.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47972.910156 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -47972.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48020.878906 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -48020.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48178.214844 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -48178.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48227.992188 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -48227.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48227.992188 Penalty: 3077.460693
	Iteration 17F: 3 clusters Score -48227.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21275 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 7226 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55242 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15413 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Mstep: Class 30 contains 181 members 
Entering Unmasked Estep 
Score: -124248824.000000 Penalty: 103047.937500
Splitting cluster 2 changes total score from -124249864.000000 to -124248824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -338110.562500 Penalty: 1981.746948
	Iteration 0F: 2 clusters Score -338110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -334895.781250 Penalty: 3963.493896
	Iteration 0F: 3 clusters Score -334895.8 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -335535.750000 Penalty: 3963.493896
	Iteration 1F: 3 clusters Score -335535.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -335746.125000 Penalty: 3963.493896
	Iteration 2F: 3 clusters Score -335746.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -335908.812500 Penalty: 3963.493896
	Iteration 3F: 3 clusters Score -335908.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -336047.343750 Penalty: 3963.493896
	Iteration 4Q: 3 clusters Score -336047.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -336194.500000 Penalty: 3963.493896
	Iteration 5Q: 3 clusters Score -336194.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -336371.656250 Penalty: 3963.493896
	Iteration 6F: 3 clusters Score -336371.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -336505.843750 Penalty: 3963.493896
	Iteration 7Q: 3 clusters Score -336505.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -336618.750000 Penalty: 3963.493896
	Iteration 8Q: 3 clusters Score -336618.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -336741.000000 Penalty: 3963.493896
	Iteration 9Q: 3 clusters Score -336741 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -336844.718750 Penalty: 3963.493896
	Iteration 10Q: 3 clusters Score -336844.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -336949.156250 Penalty: 3963.493896
	Iteration 11Q: 3 clusters Score -336949.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -337053.031250 Penalty: 3963.493896
	Iteration 12Q: 3 clusters Score -337053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337132.406250 Penalty: 3963.493896
	Iteration 13Q: 3 clusters Score -337132.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -337197.875000 Penalty: 3963.493896
	Iteration 14Q: 3 clusters Score -337197.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -337243.437500 Penalty: 3963.493896
	Iteration 15Q: 3 clusters Score -337243.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -337282.812500 Penalty: 3963.493896
	Iteration 16Q: 3 clusters Score -337282.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -337314.312500 Penalty: 3963.493896
	Iteration 17Q: 3 clusters Score -337314.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -337354.937500 Penalty: 3963.493896
	Iteration 18Q: 3 clusters Score -337354.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -337384.437500 Penalty: 3963.493896
	Iteration 19Q: 3 clusters Score -337384.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -337415.750000 Penalty: 3963.493896
	Iteration 20F: 3 clusters Score -337415.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -337447.187500 Penalty: 3963.493896
	Iteration 21Q: 3 clusters Score -337447.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -337499.406250 Penalty: 3963.493896
	Iteration 22Q: 3 clusters Score -337499.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -337534.531250 Penalty: 3963.493896
	Iteration 23Q: 3 clusters Score -337534.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -337542.312500 Penalty: 3963.493896
	Iteration 24Q: 3 clusters Score -337542.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -337547.312500 Penalty: 3963.493896
	Iteration 25Q: 3 clusters Score -337547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -337551.531250 Penalty: 3963.493896
	Iteration 26Q: 3 clusters Score -337551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -337552.343750 Penalty: 3963.493896
	Iteration 27Q: 3 clusters Score -337552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -337553.218750 Penalty: 3963.493896
	Iteration 28Q: 3 clusters Score -337553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -337553.218750 Penalty: 3963.493896
	Iteration 29F: 3 clusters Score -337553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180601 members 
Entering Unmasked Estep 
Score: -22506894.000000 Penalty: 3001.803467
	Iteration 0F: 2 clusters Score -2.250689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -22390494.000000 Penalty: 6003.606934
	Iteration 0F: 3 clusters Score -2.239049e+07 nChanged 86575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -22440656.000000 Penalty: 6003.606934
	Iteration 1F: 3 clusters Score -2.244066e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -22441590.000000 Penalty: 6003.606934
	Iteration 2Q: 3 clusters Score -2.244159e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -22442648.000000 Penalty: 6003.606934
	Iteration 3Q: 3 clusters Score -2.244265e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -22444160.000000 Penalty: 6003.606934
	Iteration 4Q: 3 clusters Score -2.244416e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -22446236.000000 Penalty: 6003.606934
	Iteration 5Q: 3 clusters Score -2.244624e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -22449784.000000 Penalty: 6003.606934
	Iteration 6Q: 3 clusters Score -2.244978e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 121848 members 
Entering Unmasked Estep 
Score: -22455974.000000 Penalty: 6003.606934
	Iteration 7F: 3 clusters Score -2.245597e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 134355 members 
Entering Unmasked Estep 
Score: -22465534.000000 Penalty: 6003.606934
	Iteration 8F: 3 clusters Score -2.246553e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -22477728.000000 Penalty: 6003.606934
	Iteration 9F: 3 clusters Score -2.247773e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -22489186.000000 Penalty: 6003.606934
	Iteration 10F: 3 clusters Score -2.248919e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 170597 members 
Entering Unmasked Estep 
Score: -22496814.000000 Penalty: 6003.606934
	Iteration 11F: 3 clusters Score -2.249681e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 176116 members 
Entering Unmasked Estep 
Score: -22501004.000000 Penalty: 6003.606934
	Iteration 12Q: 3 clusters Score -2.2501e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 178735 members 
Entering Unmasked Estep 
Score: -22502968.000000 Penalty: 6003.606934
	Iteration 13Q: 3 clusters Score -2.250297e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 179776 members 
Entering Unmasked Estep 
Score: -22503652.000000 Penalty: 6003.606934
	Iteration 14Q: 3 clusters Score -2.250365e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 180119 members 
Entering Unmasked Estep 
Score: -22503970.000000 Penalty: 6003.606934
	Iteration 15Q: 3 clusters Score -2.250397e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 180239 members 
Entering Unmasked Estep 
Score: -22504070.000000 Penalty: 6003.606934
	Iteration 16Q: 3 clusters Score -2.250407e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 180283 members 
Entering Unmasked Estep 
Score: -22504144.000000 Penalty: 6003.606934
	Iteration 17Q: 3 clusters Score -2.250414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 180307 members 
Entering Unmasked Estep 
Score: -22504186.000000 Penalty: 6003.606934
	Iteration 18Q: 3 clusters Score -2.250419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 180321 members 
Entering Unmasked Estep 
Score: -22504222.000000 Penalty: 6003.606934
	Iteration 19Q: 3 clusters Score -2.250422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 180324 members 
Entering Unmasked Estep 
Score: -22504228.000000 Penalty: 6003.606934
	Iteration 20F: 3 clusters Score -2.250423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -22504246.000000 Penalty: 6003.606934
	Iteration 21Q: 3 clusters Score -2.250425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -22504268.000000 Penalty: 6003.606934
	Iteration 22Q: 3 clusters Score -2.250427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 180339 members 
Entering Unmasked Estep 
Score: -22504258.000000 Penalty: 6003.606934
	Iteration 23Q: 3 clusters Score -2.250426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 180342 members 
Entering Unmasked Estep 
Score: -22504264.000000 Penalty: 6003.606934
	Iteration 24Q: 3 clusters Score -2.250426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 180344 members 
Entering Unmasked Estep 
Score: -22504262.000000 Penalty: 6003.606934
	Iteration 25Q: 3 clusters Score -2.250426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 180344 members 
Entering Unmasked Estep 
Score: -22504266.000000 Penalty: 6003.606934
	Iteration 26Q: 3 clusters Score -2.250427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180346 members 
Entering Unmasked Estep 
Score: -22504262.000000 Penalty: 6003.606934
	Iteration 27Q: 3 clusters Score -2.250426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -22504274.000000 Penalty: 6003.606934
	Iteration 28Q: 3 clusters Score -2.250427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -22504258.000000 Penalty: 6003.606934
	Iteration 29Q: 3 clusters Score -2.250426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180346 members 
Entering Unmasked Estep 
Score: -22504272.000000 Penalty: 6003.606934
	Iteration 30Q: 3 clusters Score -2.250427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180346 members 
Entering Unmasked Estep 
Score: -22504272.000000 Penalty: 6003.606934
	Iteration 31F: 3 clusters Score -2.250427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Entering Unmasked Estep 
Score: -2546551.750000 Penalty: 2471.391357
	Iteration 0F: 2 clusters Score -2546552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2531660.000000 Penalty: 4942.782715
	Iteration 0F: 3 clusters Score -2531660 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2536767.000000 Penalty: 4942.782715
	Iteration 1F: 3 clusters Score -2536767 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2537328.500000 Penalty: 4942.782715
	Iteration 2F: 3 clusters Score -2537328 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2537910.750000 Penalty: 4942.782715
	Iteration 3F: 3 clusters Score -2537911 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2538445.500000 Penalty: 4942.782715
	Iteration 4F: 3 clusters Score -2538446 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2538905.500000 Penalty: 4942.782715
	Iteration 5Q: 3 clusters Score -2538906 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2539358.000000 Penalty: 4942.782715
	Iteration 6Q: 3 clusters Score -2539358 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2539841.250000 Penalty: 4942.782715
	Iteration 7Q: 3 clusters Score -2539841 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2540332.750000 Penalty: 4942.782715
	Iteration 8Q: 3 clusters Score -2540333 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2540882.750000 Penalty: 4942.782715
	Iteration 9Q: 3 clusters Score -2540883 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2541429.000000 Penalty: 4942.782715
	Iteration 10Q: 3 clusters Score -2541429 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2542045.000000 Penalty: 4942.782715
	Iteration 11Q: 3 clusters Score -2542045 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2542822.000000 Penalty: 4942.782715
	Iteration 12Q: 3 clusters Score -2542822 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2543507.500000 Penalty: 4942.782715
	Iteration 13Q: 3 clusters Score -2543508 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2543900.250000 Penalty: 4942.782715
	Iteration 14Q: 3 clusters Score -2543900 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2544107.750000 Penalty: 4942.782715
	Iteration 15Q: 3 clusters Score -2544108 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2544274.000000 Penalty: 4942.782715
	Iteration 16Q: 3 clusters Score -2544274 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2544387.250000 Penalty: 4942.782715
	Iteration 17Q: 3 clusters Score -2544387 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2544456.250000 Penalty: 4942.782715
	Iteration 18Q: 3 clusters Score -2544456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2544501.000000 Penalty: 4942.782715
	Iteration 19Q: 3 clusters Score -2544501 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2544518.000000 Penalty: 4942.782715
	Iteration 20F: 3 clusters Score -2544518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2544550.500000 Penalty: 4942.782715
	Iteration 21Q: 3 clusters Score -2544550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2544571.250000 Penalty: 4942.782715
	Iteration 22Q: 3 clusters Score -2544571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2544597.000000 Penalty: 4942.782715
	Iteration 23Q: 3 clusters Score -2544597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2544621.250000 Penalty: 4942.782715
	Iteration 24Q: 3 clusters Score -2544621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2544625.000000 Penalty: 4942.782715
	Iteration 25Q: 3 clusters Score -2544625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2544630.000000 Penalty: 4942.782715
	Iteration 26Q: 3 clusters Score -2544630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2544634.500000 Penalty: 4942.782715
	Iteration 27Q: 3 clusters Score -2544634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2544649.000000 Penalty: 4942.782715
	Iteration 28Q: 3 clusters Score -2544649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2544651.750000 Penalty: 4942.782715
	Iteration 29Q: 3 clusters Score -2544652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2544660.250000 Penalty: 4942.782715
	Iteration 30Q: 3 clusters Score -2544660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2544660.750000 Penalty: 4942.782715
	Iteration 31Q: 3 clusters Score -2544661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2544670.000000 Penalty: 4942.782715
	Iteration 32Q: 3 clusters Score -2544670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2544671.250000 Penalty: 4942.782715
	Iteration 33Q: 3 clusters Score -2544671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2544671.500000 Penalty: 4942.782715
	Iteration 34Q: 3 clusters Score -2544672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2544674.250000 Penalty: 4942.782715
	Iteration 35Q: 3 clusters Score -2544674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2544672.750000 Penalty: 4942.782715
	Iteration 36Q: 3 clusters Score -2544673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2544672.500000 Penalty: 4942.782715
	Iteration 37Q: 3 clusters Score -2544672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2544674.250000 Penalty: 4942.782715
	Iteration 38Q: 3 clusters Score -2544674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2544677.500000 Penalty: 4942.782715
	Iteration 39Q: 3 clusters Score -2544678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2544676.250000 Penalty: 4942.782715
	Iteration 40F: 3 clusters Score -2544676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2544682.250000 Penalty: 4942.782715
	Iteration 41Q: 3 clusters Score -2544682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2544682.750000 Penalty: 4942.782715
	Iteration 42Q: 3 clusters Score -2544683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2544688.250000 Penalty: 4942.782715
	Iteration 43Q: 3 clusters Score -2544688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2544690.000000 Penalty: 4942.782715
	Iteration 44Q: 3 clusters Score -2544690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2544690.750000 Penalty: 4942.782715
	Iteration 45Q: 3 clusters Score -2544691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2544684.500000 Penalty: 4942.782715
	Iteration 46Q: 3 clusters Score -2544684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2544686.000000 Penalty: 4942.782715
	Iteration 47Q: 3 clusters Score -2544686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2544689.750000 Penalty: 4942.782715
	Iteration 48Q: 3 clusters Score -2544690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2544689.750000 Penalty: 4942.782715
	Iteration 49F: 3 clusters Score -2544690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -1458199.000000 Penalty: 2339.880615
	Iteration 0F: 2 clusters Score -1458199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1449005.125000 Penalty: 4679.761230
	Iteration 0F: 3 clusters Score -1449005 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1451911.500000 Penalty: 4679.761230
	Iteration 1F: 3 clusters Score -1451912 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1452380.000000 Penalty: 4679.761230
	Iteration 2F: 3 clusters Score -1452380 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1452778.250000 Penalty: 4679.761230
	Iteration 3F: 3 clusters Score -1452778 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1453143.625000 Penalty: 4679.761230
	Iteration 4F: 3 clusters Score -1453144 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1453501.000000 Penalty: 4679.761230
	Iteration 5F: 3 clusters Score -1453501 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1453838.375000 Penalty: 4679.761230
	Iteration 6Q: 3 clusters Score -1453838 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1454196.000000 Penalty: 4679.761230
	Iteration 7Q: 3 clusters Score -1454196 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1454565.875000 Penalty: 4679.761230
	Iteration 8Q: 3 clusters Score -1454566 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1454860.875000 Penalty: 4679.761230
	Iteration 9Q: 3 clusters Score -1454861 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1455124.125000 Penalty: 4679.761230
	Iteration 10Q: 3 clusters Score -1455124 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1455316.750000 Penalty: 4679.761230
	Iteration 11Q: 3 clusters Score -1455317 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1455448.625000 Penalty: 4679.761230
	Iteration 12Q: 3 clusters Score -1455449 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1455576.250000 Penalty: 4679.761230
	Iteration 13Q: 3 clusters Score -1455576 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1455671.875000 Penalty: 4679.761230
	Iteration 14Q: 3 clusters Score -1455672 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1455760.375000 Penalty: 4679.761230
	Iteration 15Q: 3 clusters Score -1455760 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1455840.500000 Penalty: 4679.761230
	Iteration 16Q: 3 clusters Score -1455840 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1455899.500000 Penalty: 4679.761230
	Iteration 17Q: 3 clusters Score -1455900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1455952.875000 Penalty: 4679.761230
	Iteration 18Q: 3 clusters Score -1455953 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1455986.125000 Penalty: 4679.761230
	Iteration 19Q: 3 clusters Score -1455986 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1456030.125000 Penalty: 4679.761230
	Iteration 20F: 3 clusters Score -1456030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1456071.625000 Penalty: 4679.761230
	Iteration 21Q: 3 clusters Score -1456072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1456098.375000 Penalty: 4679.761230
	Iteration 22Q: 3 clusters Score -1456098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1456113.000000 Penalty: 4679.761230
	Iteration 23Q: 3 clusters Score -1456113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1456130.875000 Penalty: 4679.761230
	Iteration 24Q: 3 clusters Score -1456131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1456151.500000 Penalty: 4679.761230
	Iteration 25Q: 3 clusters Score -1456152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1456170.875000 Penalty: 4679.761230
	Iteration 26Q: 3 clusters Score -1456171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1456184.875000 Penalty: 4679.761230
	Iteration 27Q: 3 clusters Score -1456185 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1456205.625000 Penalty: 4679.761230
	Iteration 28Q: 3 clusters Score -1456206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1456217.875000 Penalty: 4679.761230
	Iteration 29Q: 3 clusters Score -1456218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1456224.875000 Penalty: 4679.761230
	Iteration 30Q: 3 clusters Score -1456225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1456229.875000 Penalty: 4679.761230
	Iteration 31Q: 3 clusters Score -1456230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1456239.000000 Penalty: 4679.761230
	Iteration 32Q: 3 clusters Score -1456239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1456240.750000 Penalty: 4679.761230
	Iteration 33Q: 3 clusters Score -1456241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1456246.875000 Penalty: 4679.761230
	Iteration 34Q: 3 clusters Score -1456247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1456254.500000 Penalty: 4679.761230
	Iteration 35Q: 3 clusters Score -1456254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1456259.500000 Penalty: 4679.761230
	Iteration 36Q: 3 clusters Score -1456260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1456262.875000 Penalty: 4679.761230
	Iteration 37Q: 3 clusters Score -1456263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1456269.750000 Penalty: 4679.761230
	Iteration 38Q: 3 clusters Score -1456270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1456273.625000 Penalty: 4679.761230
	Iteration 39Q: 3 clusters Score -1456274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1456281.125000 Penalty: 4679.761230
	Iteration 40F: 3 clusters Score -1456281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1456281.125000 Penalty: 4679.761230
	Iteration 41Q: 3 clusters Score -1456281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1456281.500000 Penalty: 4679.761230
	Iteration 42Q: 3 clusters Score -1456282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1456285.250000 Penalty: 4679.761230
	Iteration 43Q: 3 clusters Score -1456285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1456287.250000 Penalty: 4679.761230
	Iteration 44Q: 3 clusters Score -1456287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1456288.875000 Penalty: 4679.761230
	Iteration 45Q: 3 clusters Score -1456289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1456290.000000 Penalty: 4679.761230
	Iteration 46Q: 3 clusters Score -1456290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1456292.500000 Penalty: 4679.761230
	Iteration 47Q: 3 clusters Score -1456292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1456294.000000 Penalty: 4679.761230
	Iteration 48Q: 3 clusters Score -1456294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1456292.375000 Penalty: 4679.761230
	Iteration 49Q: 3 clusters Score -1456292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1456291.750000 Penalty: 4679.761230
	Iteration 50Q: 3 clusters Score -1456292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1456293.375000 Penalty: 4679.761230
	Iteration 51Q: 3 clusters Score -1456293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1456292.000000 Penalty: 4679.761230
	Iteration 52Q: 3 clusters Score -1456292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1456292.875000 Penalty: 4679.761230
	Iteration 53Q: 3 clusters Score -1456293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1456300.375000 Penalty: 4679.761230
	Iteration 54Q: 3 clusters Score -1456300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1456301.000000 Penalty: 4679.761230
	Iteration 55Q: 3 clusters Score -1456301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1456298.000000 Penalty: 4679.761230
	Iteration 56Q: 3 clusters Score -1456298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1456304.000000 Penalty: 4679.761230
	Iteration 57Q: 3 clusters Score -1456304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1456304.375000 Penalty: 4679.761230
	Iteration 58Q: 3 clusters Score -1456304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1456305.625000 Penalty: 4679.761230
	Iteration 59Q: 3 clusters Score -1456306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1456304.500000 Penalty: 4679.761230
	Iteration 60F: 3 clusters Score -1456304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1456304.500000 Penalty: 4679.761230
	Iteration 61Q: 3 clusters Score -1456304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1456304.250000 Penalty: 4679.761230
	Iteration 62Q: 3 clusters Score -1456304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1456306.250000 Penalty: 4679.761230
	Iteration 63Q: 3 clusters Score -1456306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1456307.000000 Penalty: 4679.761230
	Iteration 64Q: 3 clusters Score -1456307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1456306.750000 Penalty: 4679.761230
	Iteration 65Q: 3 clusters Score -1456307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1456304.375000 Penalty: 4679.761230
	Iteration 66Q: 3 clusters Score -1456304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1456307.750000 Penalty: 4679.761230
	Iteration 67Q: 3 clusters Score -1456308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1456310.875000 Penalty: 4679.761230
	Iteration 68Q: 3 clusters Score -1456311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1456309.625000 Penalty: 4679.761230
	Iteration 69Q: 3 clusters Score -1456310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1456311.625000 Penalty: 4679.761230
	Iteration 70Q: 3 clusters Score -1456312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1456309.750000 Penalty: 4679.761230
	Iteration 71Q: 3 clusters Score -1456310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1456313.375000 Penalty: 4679.761230
	Iteration 72Q: 3 clusters Score -1456313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1456315.625000 Penalty: 4679.761230
	Iteration 73Q: 3 clusters Score -1456316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1456315.250000 Penalty: 4679.761230
	Iteration 74Q: 3 clusters Score -1456315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1456318.750000 Penalty: 4679.761230
	Iteration 75Q: 3 clusters Score -1456319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1456317.625000 Penalty: 4679.761230
	Iteration 76Q: 3 clusters Score -1456318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1456320.875000 Penalty: 4679.761230
	Iteration 77Q: 3 clusters Score -1456321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1456321.875000 Penalty: 4679.761230
	Iteration 78Q: 3 clusters Score -1456322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1456322.000000 Penalty: 4679.761230
	Iteration 79Q: 3 clusters Score -1456322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1456321.125000 Penalty: 4679.761230
	Iteration 80F: 3 clusters Score -1456321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1456321.000000 Penalty: 4679.761230
	Iteration 81Q: 3 clusters Score -1456321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1456321.875000 Penalty: 4679.761230
	Iteration 82Q: 3 clusters Score -1456322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1456322.125000 Penalty: 4679.761230
	Iteration 83Q: 3 clusters Score -1456322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1456320.375000 Penalty: 4679.761230
	Iteration 84Q: 3 clusters Score -1456320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1456320.125000 Penalty: 4679.761230
	Iteration 85Q: 3 clusters Score -1456320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1456320.625000 Penalty: 4679.761230
	Iteration 86Q: 3 clusters Score -1456321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1456320.625000 Penalty: 4679.761230
	Iteration 87F: 3 clusters Score -1456321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -593934.500000 Penalty: 2115.173096
	Iteration 0F: 2 clusters Score -593934.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -589383.312500 Penalty: 4230.346191
	Iteration 0F: 3 clusters Score -589383.3 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -590552.062500 Penalty: 4230.346191
	Iteration 1F: 3 clusters Score -590552.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -590935.250000 Penalty: 4230.346191
	Iteration 2F: 3 clusters Score -590935.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -591285.812500 Penalty: 4230.346191
	Iteration 3F: 3 clusters Score -591285.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -591551.062500 Penalty: 4230.346191
	Iteration 4F: 3 clusters Score -591551.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -591712.562500 Penalty: 4230.346191
	Iteration 5F: 3 clusters Score -591712.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -591843.750000 Penalty: 4230.346191
	Iteration 6Q: 3 clusters Score -591843.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -591940.750000 Penalty: 4230.346191
	Iteration 7Q: 3 clusters Score -591940.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -592023.750000 Penalty: 4230.346191
	Iteration 8Q: 3 clusters Score -592023.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -592101.500000 Penalty: 4230.346191
	Iteration 9Q: 3 clusters Score -592101.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -592184.500000 Penalty: 4230.346191
	Iteration 10Q: 3 clusters Score -592184.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -592261.437500 Penalty: 4230.346191
	Iteration 11Q: 3 clusters Score -592261.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -592318.625000 Penalty: 4230.346191
	Iteration 12Q: 3 clusters Score -592318.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -592364.875000 Penalty: 4230.346191
	Iteration 13Q: 3 clusters Score -592364.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -592402.750000 Penalty: 4230.346191
	Iteration 14Q: 3 clusters Score -592402.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -592431.187500 Penalty: 4230.346191
	Iteration 15Q: 3 clusters Score -592431.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -592455.875000 Penalty: 4230.346191
	Iteration 16Q: 3 clusters Score -592455.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -592475.187500 Penalty: 4230.346191
	Iteration 17Q: 3 clusters Score -592475.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -592492.437500 Penalty: 4230.346191
	Iteration 18Q: 3 clusters Score -592492.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -592502.187500 Penalty: 4230.346191
	Iteration 19Q: 3 clusters Score -592502.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -592509.437500 Penalty: 4230.346191
	Iteration 20F: 3 clusters Score -592509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -592514.687500 Penalty: 4230.346191
	Iteration 21Q: 3 clusters Score -592514.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -592518.562500 Penalty: 4230.346191
	Iteration 22Q: 3 clusters Score -592518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -592522.125000 Penalty: 4230.346191
	Iteration 23Q: 3 clusters Score -592522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -592524.250000 Penalty: 4230.346191
	Iteration 24Q: 3 clusters Score -592524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -592526.812500 Penalty: 4230.346191
	Iteration 25Q: 3 clusters Score -592526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -592528.937500 Penalty: 4230.346191
	Iteration 26Q: 3 clusters Score -592528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -592530.687500 Penalty: 4230.346191
	Iteration 27Q: 3 clusters Score -592530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -592531.437500 Penalty: 4230.346191
	Iteration 28Q: 3 clusters Score -592531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -592532.937500 Penalty: 4230.346191
	Iteration 29Q: 3 clusters Score -592532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -592533.187500 Penalty: 4230.346191
	Iteration 30Q: 3 clusters Score -592533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -592534.625000 Penalty: 4230.346191
	Iteration 31Q: 3 clusters Score -592534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -592535.687500 Penalty: 4230.346191
	Iteration 32Q: 3 clusters Score -592535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -592534.875000 Penalty: 4230.346191
	Iteration 33Q: 3 clusters Score -592534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -592539.000000 Penalty: 4230.346191
	Iteration 34Q: 3 clusters Score -592539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -592541.062500 Penalty: 4230.346191
	Iteration 35Q: 3 clusters Score -592541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -592544.750000 Penalty: 4230.346191
	Iteration 36Q: 3 clusters Score -592544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -592546.187500 Penalty: 4230.346191
	Iteration 37Q: 3 clusters Score -592546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -592547.125000 Penalty: 4230.346191
	Iteration 38Q: 3 clusters Score -592547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -592548.687500 Penalty: 4230.346191
	Iteration 39Q: 3 clusters Score -592548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -592552.875000 Penalty: 4230.346191
	Iteration 40F: 3 clusters Score -592552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -592552.875000 Penalty: 4230.346191
	Iteration 41Q: 3 clusters Score -592552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -592553.250000 Penalty: 4230.346191
	Iteration 42Q: 3 clusters Score -592553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -592552.687500 Penalty: 4230.346191
	Iteration 43Q: 3 clusters Score -592552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -592553.187500 Penalty: 4230.346191
	Iteration 44Q: 3 clusters Score -592553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -592553.250000 Penalty: 4230.346191
	Iteration 45Q: 3 clusters Score -592553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -592553.250000 Penalty: 4230.346191
	Iteration 46F: 3 clusters Score -592553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Entering Unmasked Estep 
Score: -20405498.000000 Penalty: 2983.042725
	Iteration 0F: 2 clusters Score -2.04055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -20294624.000000 Penalty: 5966.085449
	Iteration 0F: 3 clusters Score -2.029462e+07 nChanged 80544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -20342162.000000 Penalty: 5966.085449
	Iteration 1F: 3 clusters Score -2.034216e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -20343872.000000 Penalty: 5966.085449
	Iteration 2Q: 3 clusters Score -2.034387e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -20345614.000000 Penalty: 5966.085449
	Iteration 3Q: 3 clusters Score -2.034561e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -20347514.000000 Penalty: 5966.085449
	Iteration 4Q: 3 clusters Score -2.034751e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -20349992.000000 Penalty: 5966.085449
	Iteration 5Q: 3 clusters Score -2.034999e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -20352670.000000 Penalty: 5966.085449
	Iteration 6Q: 3 clusters Score -2.035267e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 93986 members 
Entering Unmasked Estep 
Score: -20355866.000000 Penalty: 5966.085449
	Iteration 7Q: 3 clusters Score -2.035587e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -20359722.000000 Penalty: 5966.085449
	Iteration 8Q: 3 clusters Score -2.035972e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -20363632.000000 Penalty: 5966.085449
	Iteration 9F: 3 clusters Score -2.036363e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -20367642.000000 Penalty: 5966.085449
	Iteration 10F: 3 clusters Score -2.036764e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -20372114.000000 Penalty: 5966.085449
	Iteration 11Q: 3 clusters Score -2.037211e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -20376968.000000 Penalty: 5966.085449
	Iteration 12Q: 3 clusters Score -2.037697e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -20381968.000000 Penalty: 5966.085449
	Iteration 13Q: 3 clusters Score -2.038197e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 135590 members 
Entering Unmasked Estep 
Score: -20386780.000000 Penalty: 5966.085449
	Iteration 14Q: 3 clusters Score -2.038678e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
Score: -20390962.000000 Penalty: 5966.085449
	Iteration 15Q: 3 clusters Score -2.039096e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -20394382.000000 Penalty: 5966.085449
	Iteration 16Q: 3 clusters Score -2.039438e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -20397326.000000 Penalty: 5966.085449
	Iteration 17Q: 3 clusters Score -2.039733e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -20399556.000000 Penalty: 5966.085449
	Iteration 18Q: 3 clusters Score -2.039956e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -20401066.000000 Penalty: 5966.085449
	Iteration 19Q: 3 clusters Score -2.040107e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -20401992.000000 Penalty: 5966.085449
	Iteration 20F: 3 clusters Score -2.040199e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -20402614.000000 Penalty: 5966.085449
	Iteration 21Q: 3 clusters Score -2.040261e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -20403020.000000 Penalty: 5966.085449
	Iteration 22Q: 3 clusters Score -2.040302e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 158742 members 
Entering Unmasked Estep 
Score: -20403236.000000 Penalty: 5966.085449
	Iteration 23Q: 3 clusters Score -2.040324e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 159488 members 
Entering Unmasked Estep 
Score: -20403430.000000 Penalty: 5966.085449
	Iteration 24Q: 3 clusters Score -2.040343e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 160169 members 
Entering Unmasked Estep 
Score: -20403590.000000 Penalty: 5966.085449
	Iteration 25Q: 3 clusters Score -2.040359e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -20403726.000000 Penalty: 5966.085449
	Iteration 26Q: 3 clusters Score -2.040373e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -20403788.000000 Penalty: 5966.085449
	Iteration 27Q: 3 clusters Score -2.040379e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -20403822.000000 Penalty: 5966.085449
	Iteration 28Q: 3 clusters Score -2.040382e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 161829 members 
Entering Unmasked Estep 
Score: -20403930.000000 Penalty: 5966.085449
	Iteration 29Q: 3 clusters Score -2.040393e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 162096 members 
Entering Unmasked Estep 
Score: -20404018.000000 Penalty: 5966.085449
	Iteration 30Q: 3 clusters Score -2.040402e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -20404040.000000 Penalty: 5966.085449
	Iteration 31Q: 3 clusters Score -2.040404e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -20404046.000000 Penalty: 5966.085449
	Iteration 32Q: 3 clusters Score -2.040405e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 162648 members 
Entering Unmasked Estep 
Score: -20404096.000000 Penalty: 5966.085449
	Iteration 33Q: 3 clusters Score -2.04041e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -20404100.000000 Penalty: 5966.085449
	Iteration 34Q: 3 clusters Score -2.04041e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 162864 members 
Entering Unmasked Estep 
Score: -20404122.000000 Penalty: 5966.085449
	Iteration 35Q: 3 clusters Score -2.040412e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -20404138.000000 Penalty: 5966.085449
	Iteration 36Q: 3 clusters Score -2.040414e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -20404098.000000 Penalty: 5966.085449
	Iteration 37Q: 3 clusters Score -2.04041e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -20404108.000000 Penalty: 5966.085449
	Iteration 38Q: 3 clusters Score -2.040411e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -20404074.000000 Penalty: 5966.085449
	Iteration 39Q: 3 clusters Score -2.040407e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -20404080.000000 Penalty: 5966.085449
	Iteration 40F: 3 clusters Score -2.040408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -20404104.000000 Penalty: 5966.085449
	Iteration 41Q: 3 clusters Score -2.04041e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -20404116.000000 Penalty: 5966.085449
	Iteration 42Q: 3 clusters Score -2.040412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -20404134.000000 Penalty: 5966.085449
	Iteration 43Q: 3 clusters Score -2.040413e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -20404158.000000 Penalty: 5966.085449
	Iteration 44Q: 3 clusters Score -2.040416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -20404184.000000 Penalty: 5966.085449
	Iteration 45Q: 3 clusters Score -2.040418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -20404188.000000 Penalty: 5966.085449
	Iteration 46Q: 3 clusters Score -2.040419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -20404200.000000 Penalty: 5966.085449
	Iteration 47Q: 3 clusters Score -2.04042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -20404222.000000 Penalty: 5966.085449
	Iteration 48Q: 3 clusters Score -2.040422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -20404228.000000 Penalty: 5966.085449
	Iteration 49Q: 3 clusters Score -2.040423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -20404216.000000 Penalty: 5966.085449
	Iteration 50Q: 3 clusters Score -2.040422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 163462 members 
Entering Unmasked Estep 
Score: -20404216.000000 Penalty: 5966.085449
	Iteration 51Q: 3 clusters Score -2.040422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -20404220.000000 Penalty: 5966.085449
	Iteration 52Q: 3 clusters Score -2.040422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 163470 members 
Entering Unmasked Estep 
Score: -20404212.000000 Penalty: 5966.085449
	Iteration 53Q: 3 clusters Score -2.040421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 163476 members 
Entering Unmasked Estep 
Score: -20404230.000000 Penalty: 5966.085449
	Iteration 54Q: 3 clusters Score -2.040423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 163482 members 
Entering Unmasked Estep 
Score: -20404234.000000 Penalty: 5966.085449
	Iteration 55Q: 3 clusters Score -2.040423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -20404222.000000 Penalty: 5966.085449
	Iteration 56Q: 3 clusters Score -2.040422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 163495 members 
Entering Unmasked Estep 
Score: -20404204.000000 Penalty: 5966.085449
	Iteration 57Q: 3 clusters Score -2.04042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -20404216.000000 Penalty: 5966.085449
	Iteration 58Q: 3 clusters Score -2.040422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 163516 members 
Entering Unmasked Estep 
Score: -20404220.000000 Penalty: 5966.085449
	Iteration 59Q: 3 clusters Score -2.040422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 163529 members 
Entering Unmasked Estep 
Score: -20404222.000000 Penalty: 5966.085449
	Iteration 60F: 3 clusters Score -2.040422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -20404230.000000 Penalty: 5966.085449
	Iteration 61Q: 3 clusters Score -2.040423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 163557 members 
Entering Unmasked Estep 
Score: -20404232.000000 Penalty: 5966.085449
	Iteration 62Q: 3 clusters Score -2.040423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 163575 members 
Entering Unmasked Estep 
Score: -20404236.000000 Penalty: 5966.085449
	Iteration 63Q: 3 clusters Score -2.040424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 163585 members 
Entering Unmasked Estep 
Score: -20404240.000000 Penalty: 5966.085449
	Iteration 64Q: 3 clusters Score -2.040424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -20404244.000000 Penalty: 5966.085449
	Iteration 65Q: 3 clusters Score -2.040424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -20404242.000000 Penalty: 5966.085449
	Iteration 66Q: 3 clusters Score -2.040424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -20404234.000000 Penalty: 5966.085449
	Iteration 67Q: 3 clusters Score -2.040423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20404224.000000 Penalty: 5966.085449
	Iteration 68Q: 3 clusters Score -2.040422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 163657 members 
Entering Unmasked Estep 
Score: -20404236.000000 Penalty: 5966.085449
	Iteration 69Q: 3 clusters Score -2.040424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -20404244.000000 Penalty: 5966.085449
	Iteration 70Q: 3 clusters Score -2.040424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -20404260.000000 Penalty: 5966.085449
	Iteration 71Q: 3 clusters Score -2.040426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -20404254.000000 Penalty: 5966.085449
	Iteration 72Q: 3 clusters Score -2.040425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -20404250.000000 Penalty: 5966.085449
	Iteration 73Q: 3 clusters Score -2.040425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 163702 members 
Entering Unmasked Estep 
Score: -20404262.000000 Penalty: 5966.085449
	Iteration 74Q: 3 clusters Score -2.040426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 163710 members 
Entering Unmasked Estep 
Score: -20404240.000000 Penalty: 5966.085449
	Iteration 75Q: 3 clusters Score -2.040424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 163718 members 
Entering Unmasked Estep 
Score: -20404248.000000 Penalty: 5966.085449
	Iteration 76Q: 3 clusters Score -2.040425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -20404236.000000 Penalty: 5966.085449
	Iteration 77Q: 3 clusters Score -2.040424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 163726 members 
Entering Unmasked Estep 
Score: -20404236.000000 Penalty: 5966.085449
	Iteration 78Q: 3 clusters Score -2.040424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -20404238.000000 Penalty: 5966.085449
	Iteration 79Q: 3 clusters Score -2.040424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 163731 members 
Entering Unmasked Estep 
Score: -20404234.000000 Penalty: 5966.085449
	Iteration 80F: 3 clusters Score -2.040423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -20404234.000000 Penalty: 5966.085449
	Iteration 81Q: 3 clusters Score -2.040423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 163741 members 
Entering Unmasked Estep 
Score: -20404224.000000 Penalty: 5966.085449
	Iteration 82Q: 3 clusters Score -2.040422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 163742 members 
Entering Unmasked Estep 
Score: -20404230.000000 Penalty: 5966.085449
	Iteration 83Q: 3 clusters Score -2.040423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -20404228.000000 Penalty: 5966.085449
	Iteration 84Q: 3 clusters Score -2.040423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -20404234.000000 Penalty: 5966.085449
	Iteration 85Q: 3 clusters Score -2.040423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -20404238.000000 Penalty: 5966.085449
	Iteration 86Q: 3 clusters Score -2.040424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -20404238.000000 Penalty: 5966.085449
	Iteration 87Q: 3 clusters Score -2.040424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 163751 members 
Entering Unmasked Estep 
Score: -20404236.000000 Penalty: 5966.085449
	Iteration 88Q: 3 clusters Score -2.040424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 163751 members 
Entering Unmasked Estep 
Score: -20404236.000000 Penalty: 5966.085449
	Iteration 89F: 3 clusters Score -2.040424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Entering Unmasked Estep 
Score: -1927122.000000 Penalty: 2407.423096
	Iteration 0F: 2 clusters Score -1927122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1915287.000000 Penalty: 4814.846191
	Iteration 0F: 3 clusters Score -1915287 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1919327.750000 Penalty: 4814.846191
	Iteration 1F: 3 clusters Score -1919328 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1919894.750000 Penalty: 4814.846191
	Iteration 2F: 3 clusters Score -1919895 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1920531.625000 Penalty: 4814.846191
	Iteration 3F: 3 clusters Score -1920532 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1921162.875000 Penalty: 4814.846191
	Iteration 4F: 3 clusters Score -1921163 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1921895.500000 Penalty: 4814.846191
	Iteration 5F: 3 clusters Score -1921896 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1922651.125000 Penalty: 4814.846191
	Iteration 6F: 3 clusters Score -1922651 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1923377.375000 Penalty: 4814.846191
	Iteration 7F: 3 clusters Score -1923377 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1924017.000000 Penalty: 4814.846191
	Iteration 8F: 3 clusters Score -1924017 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1924571.000000 Penalty: 4814.846191
	Iteration 9Q: 3 clusters Score -1924571 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1925052.750000 Penalty: 4814.846191
	Iteration 10Q: 3 clusters Score -1925053 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1925454.250000 Penalty: 4814.846191
	Iteration 11Q: 3 clusters Score -1925454 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1925755.250000 Penalty: 4814.846191
	Iteration 12Q: 3 clusters Score -1925755 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1925949.625000 Penalty: 4814.846191
	Iteration 13Q: 3 clusters Score -1925950 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1926056.250000 Penalty: 4814.846191
	Iteration 14Q: 3 clusters Score -1926056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1926113.125000 Penalty: 4814.846191
	Iteration 15Q: 3 clusters Score -1926113 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1926130.875000 Penalty: 4814.846191
	Iteration 16Q: 3 clusters Score -1926131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1926136.750000 Penalty: 4814.846191
	Iteration 17Q: 3 clusters Score -1926137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1926144.000000 Penalty: 4814.846191
	Iteration 18Q: 3 clusters Score -1926144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1926150.750000 Penalty: 4814.846191
	Iteration 19Q: 3 clusters Score -1926151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1926151.625000 Penalty: 4814.846191
	Iteration 20F: 3 clusters Score -1926152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1926153.875000 Penalty: 4814.846191
	Iteration 21Q: 3 clusters Score -1926154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1926156.125000 Penalty: 4814.846191
	Iteration 22Q: 3 clusters Score -1926156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1926156.250000 Penalty: 4814.846191
	Iteration 23Q: 3 clusters Score -1926156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1926155.250000 Penalty: 4814.846191
	Iteration 24Q: 3 clusters Score -1926155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1926156.625000 Penalty: 4814.846191
	Iteration 25Q: 3 clusters Score -1926157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1926156.625000 Penalty: 4814.846191
	Iteration 26F: 3 clusters Score -1926157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Entering Unmasked Estep 
Score: -3580816.750000 Penalty: 2549.704834
	Iteration 0F: 2 clusters Score -3580817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3560822.250000 Penalty: 5099.409668
	Iteration 0F: 3 clusters Score -3560822 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3567922.250000 Penalty: 5099.409668
	Iteration 1F: 3 clusters Score -3567922 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3568556.750000 Penalty: 5099.409668
	Iteration 2F: 3 clusters Score -3568557 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3569142.250000 Penalty: 5099.409668
	Iteration 3F: 3 clusters Score -3569142 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3569783.750000 Penalty: 5099.409668
	Iteration 4Q: 3 clusters Score -3569784 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3570500.250000 Penalty: 5099.409668
	Iteration 5F: 3 clusters Score -3570500 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3571274.750000 Penalty: 5099.409668
	Iteration 6F: 3 clusters Score -3571275 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3572071.250000 Penalty: 5099.409668
	Iteration 7F: 3 clusters Score -3572071 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3572834.750000 Penalty: 5099.409668
	Iteration 8F: 3 clusters Score -3572835 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3573474.000000 Penalty: 5099.409668
	Iteration 9Q: 3 clusters Score -3573474 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3574008.000000 Penalty: 5099.409668
	Iteration 10Q: 3 clusters Score -3574008 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3574548.000000 Penalty: 5099.409668
	Iteration 11Q: 3 clusters Score -3574548 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3575071.000000 Penalty: 5099.409668
	Iteration 12Q: 3 clusters Score -3575071 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3575639.750000 Penalty: 5099.409668
	Iteration 13Q: 3 clusters Score -3575640 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3576213.000000 Penalty: 5099.409668
	Iteration 14Q: 3 clusters Score -3576213 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3576812.250000 Penalty: 5099.409668
	Iteration 15Q: 3 clusters Score -3576812 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3577364.750000 Penalty: 5099.409668
	Iteration 16Q: 3 clusters Score -3577365 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3577800.000000 Penalty: 5099.409668
	Iteration 17Q: 3 clusters Score -3577800 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3578169.250000 Penalty: 5099.409668
	Iteration 18Q: 3 clusters Score -3578169 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3578374.750000 Penalty: 5099.409668
	Iteration 19Q: 3 clusters Score -3578375 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3578534.750000 Penalty: 5099.409668
	Iteration 20F: 3 clusters Score -3578535 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3578630.750000 Penalty: 5099.409668
	Iteration 21Q: 3 clusters Score -3578631 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3578686.000000 Penalty: 5099.409668
	Iteration 22Q: 3 clusters Score -3578686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3578735.250000 Penalty: 5099.409668
	Iteration 23Q: 3 clusters Score -3578735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3578776.500000 Penalty: 5099.409668
	Iteration 24Q: 3 clusters Score -3578776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3578800.750000 Penalty: 5099.409668
	Iteration 25Q: 3 clusters Score -3578801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3578809.500000 Penalty: 5099.409668
	Iteration 26Q: 3 clusters Score -3578810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3578818.000000 Penalty: 5099.409668
	Iteration 27Q: 3 clusters Score -3578818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3578823.250000 Penalty: 5099.409668
	Iteration 28Q: 3 clusters Score -3578823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -3578824.000000 Penalty: 5099.409668
	Iteration 29Q: 3 clusters Score -3578824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3578829.250000 Penalty: 5099.409668
	Iteration 30Q: 3 clusters Score -3578829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3578833.000000 Penalty: 5099.409668
	Iteration 31Q: 3 clusters Score -3578833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3578839.000000 Penalty: 5099.409668
	Iteration 32Q: 3 clusters Score -3578839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3578842.750000 Penalty: 5099.409668
	Iteration 33Q: 3 clusters Score -3578843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3578842.250000 Penalty: 5099.409668
	Iteration 34Q: 3 clusters Score -3578842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3578842.250000 Penalty: 5099.409668
	Iteration 35F: 3 clusters Score -3578842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Entering Unmasked Estep 
Score: -2396462.250000 Penalty: 2449.149414
	Iteration 0F: 2 clusters Score -2396462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2382628.250000 Penalty: 4898.298828
	Iteration 0F: 3 clusters Score -2382628 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2387375.000000 Penalty: 4898.298828
	Iteration 1F: 3 clusters Score -2387375 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2387790.750000 Penalty: 4898.298828
	Iteration 2F: 3 clusters Score -2387791 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2388186.500000 Penalty: 4898.298828
	Iteration 3Q: 3 clusters Score -2388186 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2388558.500000 Penalty: 4898.298828
	Iteration 4Q: 3 clusters Score -2388558 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2388975.250000 Penalty: 4898.298828
	Iteration 5Q: 3 clusters Score -2388975 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2389504.000000 Penalty: 4898.298828
	Iteration 6Q: 3 clusters Score -2389504 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2390179.000000 Penalty: 4898.298828
	Iteration 7F: 3 clusters Score -2390179 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2391034.500000 Penalty: 4898.298828
	Iteration 8F: 3 clusters Score -2391034 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2391959.250000 Penalty: 4898.298828
	Iteration 9F: 3 clusters Score -2391959 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2392763.750000 Penalty: 4898.298828
	Iteration 10Q: 3 clusters Score -2392764 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2393308.250000 Penalty: 4898.298828
	Iteration 11Q: 3 clusters Score -2393308 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2393732.000000 Penalty: 4898.298828
	Iteration 12Q: 3 clusters Score -2393732 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2394003.000000 Penalty: 4898.298828
	Iteration 13Q: 3 clusters Score -2394003 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2394162.000000 Penalty: 4898.298828
	Iteration 14Q: 3 clusters Score -2394162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2394244.250000 Penalty: 4898.298828
	Iteration 15Q: 3 clusters Score -2394244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2394300.500000 Penalty: 4898.298828
	Iteration 16Q: 3 clusters Score -2394300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2394348.750000 Penalty: 4898.298828
	Iteration 17Q: 3 clusters Score -2394349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2394362.250000 Penalty: 4898.298828
	Iteration 18Q: 3 clusters Score -2394362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2394372.250000 Penalty: 4898.298828
	Iteration 19Q: 3 clusters Score -2394372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2394382.750000 Penalty: 4898.298828
	Iteration 20F: 3 clusters Score -2394383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2394391.250000 Penalty: 4898.298828
	Iteration 21Q: 3 clusters Score -2394391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2394392.500000 Penalty: 4898.298828
	Iteration 22Q: 3 clusters Score -2394392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2394398.000000 Penalty: 4898.298828
	Iteration 23Q: 3 clusters Score -2394398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2394404.750000 Penalty: 4898.298828
	Iteration 24Q: 3 clusters Score -2394405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2394411.500000 Penalty: 4898.298828
	Iteration 25Q: 3 clusters Score -2394412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2394418.250000 Penalty: 4898.298828
	Iteration 26Q: 3 clusters Score -2394418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2394419.000000 Penalty: 4898.298828
	Iteration 27Q: 3 clusters Score -2394419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2394418.250000 Penalty: 4898.298828
	Iteration 28Q: 3 clusters Score -2394418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2394418.250000 Penalty: 4898.298828
	Iteration 29F: 3 clusters Score -2394418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Entering Unmasked Estep 
Score: -881578.500000 Penalty: 2203.589355
	Iteration 0F: 2 clusters Score -881578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -875676.187500 Penalty: 4407.178711
	Iteration 0F: 3 clusters Score -875676.2 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -877227.187500 Penalty: 4407.178711
	Iteration 1F: 3 clusters Score -877227.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -877461.562500 Penalty: 4407.178711
	Iteration 2F: 3 clusters Score -877461.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -877632.500000 Penalty: 4407.178711
	Iteration 3Q: 3 clusters Score -877632.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -877772.812500 Penalty: 4407.178711
	Iteration 4Q: 3 clusters Score -877772.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -877911.625000 Penalty: 4407.178711
	Iteration 5Q: 3 clusters Score -877911.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -878063.062500 Penalty: 4407.178711
	Iteration 6Q: 3 clusters Score -878063.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -878223.812500 Penalty: 4407.178711
	Iteration 7Q: 3 clusters Score -878223.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -878363.500000 Penalty: 4407.178711
	Iteration 8Q: 3 clusters Score -878363.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -878499.937500 Penalty: 4407.178711
	Iteration 9Q: 3 clusters Score -878499.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -878641.812500 Penalty: 4407.178711
	Iteration 10Q: 3 clusters Score -878641.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -878824.500000 Penalty: 4407.178711
	Iteration 11Q: 3 clusters Score -878824.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -879000.687500 Penalty: 4407.178711
	Iteration 12Q: 3 clusters Score -879000.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -879167.562500 Penalty: 4407.178711
	Iteration 13Q: 3 clusters Score -879167.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -879335.625000 Penalty: 4407.178711
	Iteration 14Q: 3 clusters Score -879335.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -879460.000000 Penalty: 4407.178711
	Iteration 15Q: 3 clusters Score -879460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -879551.562500 Penalty: 4407.178711
	Iteration 16Q: 3 clusters Score -879551.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -879631.312500 Penalty: 4407.178711
	Iteration 17Q: 3 clusters Score -879631.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -879699.187500 Penalty: 4407.178711
	Iteration 18Q: 3 clusters Score -879699.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -879750.125000 Penalty: 4407.178711
	Iteration 19Q: 3 clusters Score -879750.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -879792.937500 Penalty: 4407.178711
	Iteration 20F: 3 clusters Score -879792.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -879828.937500 Penalty: 4407.178711
	Iteration 21Q: 3 clusters Score -879828.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -879855.000000 Penalty: 4407.178711
	Iteration 22Q: 3 clusters Score -879855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -879879.937500 Penalty: 4407.178711
	Iteration 23Q: 3 clusters Score -879879.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -879889.187500 Penalty: 4407.178711
	Iteration 24Q: 3 clusters Score -879889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -879895.625000 Penalty: 4407.178711
	Iteration 25Q: 3 clusters Score -879895.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -879906.250000 Penalty: 4407.178711
	Iteration 26Q: 3 clusters Score -879906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -879911.062500 Penalty: 4407.178711
	Iteration 27Q: 3 clusters Score -879911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -879913.062500 Penalty: 4407.178711
	Iteration 28Q: 3 clusters Score -879913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -879917.125000 Penalty: 4407.178711
	Iteration 29Q: 3 clusters Score -879917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -879920.375000 Penalty: 4407.178711
	Iteration 30Q: 3 clusters Score -879920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -879920.187500 Penalty: 4407.178711
	Iteration 31Q: 3 clusters Score -879920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -879922.625000 Penalty: 4407.178711
	Iteration 32Q: 3 clusters Score -879922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -879925.000000 Penalty: 4407.178711
	Iteration 33Q: 3 clusters Score -879925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -879928.312500 Penalty: 4407.178711
	Iteration 34Q: 3 clusters Score -879928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -879931.375000 Penalty: 4407.178711
	Iteration 35Q: 3 clusters Score -879931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -879934.187500 Penalty: 4407.178711
	Iteration 36Q: 3 clusters Score -879934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -879937.187500 Penalty: 4407.178711
	Iteration 37Q: 3 clusters Score -879937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -879938.375000 Penalty: 4407.178711
	Iteration 38Q: 3 clusters Score -879938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -879939.500000 Penalty: 4407.178711
	Iteration 39Q: 3 clusters Score -879939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -879939.500000 Penalty: 4407.178711
	Iteration 40F: 3 clusters Score -879939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Entering Unmasked Estep 
Score: -1558088.875000 Penalty: 2349.859375
	Iteration 0F: 2 clusters Score -1558089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1548557.750000 Penalty: 4699.718750
	Iteration 0F: 3 clusters Score -1548558 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1551806.875000 Penalty: 4699.718750
	Iteration 1F: 3 clusters Score -1551807 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1552538.375000 Penalty: 4699.718750
	Iteration 2F: 3 clusters Score -1552538 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1553269.250000 Penalty: 4699.718750
	Iteration 3F: 3 clusters Score -1553269 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1553955.500000 Penalty: 4699.718750
	Iteration 4F: 3 clusters Score -1553956 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1554414.500000 Penalty: 4699.718750
	Iteration 5F: 3 clusters Score -1554414 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1554797.500000 Penalty: 4699.718750
	Iteration 6F: 3 clusters Score -1554798 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1555116.500000 Penalty: 4699.718750
	Iteration 7Q: 3 clusters Score -1555116 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1555389.125000 Penalty: 4699.718750
	Iteration 8Q: 3 clusters Score -1555389 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1555601.250000 Penalty: 4699.718750
	Iteration 9Q: 3 clusters Score -1555601 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1555789.750000 Penalty: 4699.718750
	Iteration 10Q: 3 clusters Score -1555790 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1555951.875000 Penalty: 4699.718750
	Iteration 11Q: 3 clusters Score -1555952 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1556085.625000 Penalty: 4699.718750
	Iteration 12Q: 3 clusters Score -1556086 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1556215.750000 Penalty: 4699.718750
	Iteration 13Q: 3 clusters Score -1556216 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1556354.875000 Penalty: 4699.718750
	Iteration 14Q: 3 clusters Score -1556355 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1556485.875000 Penalty: 4699.718750
	Iteration 15Q: 3 clusters Score -1556486 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1556610.125000 Penalty: 4699.718750
	Iteration 16Q: 3 clusters Score -1556610 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1556709.875000 Penalty: 4699.718750
	Iteration 17Q: 3 clusters Score -1556710 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1556795.250000 Penalty: 4699.718750
	Iteration 18Q: 3 clusters Score -1556795 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1556864.500000 Penalty: 4699.718750
	Iteration 19Q: 3 clusters Score -1556864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1556932.375000 Penalty: 4699.718750
	Iteration 20F: 3 clusters Score -1556932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1556981.625000 Penalty: 4699.718750
	Iteration 21Q: 3 clusters Score -1556982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1557018.625000 Penalty: 4699.718750
	Iteration 22Q: 3 clusters Score -1557019 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1557050.375000 Penalty: 4699.718750
	Iteration 23Q: 3 clusters Score -1557050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1557079.500000 Penalty: 4699.718750
	Iteration 24Q: 3 clusters Score -1557080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1557107.250000 Penalty: 4699.718750
	Iteration 25Q: 3 clusters Score -1557107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1557131.125000 Penalty: 4699.718750
	Iteration 26Q: 3 clusters Score -1557131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1557153.625000 Penalty: 4699.718750
	Iteration 27Q: 3 clusters Score -1557154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1557170.625000 Penalty: 4699.718750
	Iteration 28Q: 3 clusters Score -1557171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1557190.125000 Penalty: 4699.718750
	Iteration 29Q: 3 clusters Score -1557190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1557205.750000 Penalty: 4699.718750
	Iteration 30Q: 3 clusters Score -1557206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1557217.500000 Penalty: 4699.718750
	Iteration 31Q: 3 clusters Score -1557218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1557224.125000 Penalty: 4699.718750
	Iteration 32Q: 3 clusters Score -1557224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1557229.875000 Penalty: 4699.718750
	Iteration 33Q: 3 clusters Score -1557230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1557233.250000 Penalty: 4699.718750
	Iteration 34Q: 3 clusters Score -1557233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1557244.375000 Penalty: 4699.718750
	Iteration 35Q: 3 clusters Score -1557244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1557253.625000 Penalty: 4699.718750
	Iteration 36Q: 3 clusters Score -1557254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1557258.875000 Penalty: 4699.718750
	Iteration 37Q: 3 clusters Score -1557259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1557265.500000 Penalty: 4699.718750
	Iteration 38Q: 3 clusters Score -1557266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1557272.750000 Penalty: 4699.718750
	Iteration 39Q: 3 clusters Score -1557273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1557281.125000 Penalty: 4699.718750
	Iteration 40F: 3 clusters Score -1557281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1557284.250000 Penalty: 4699.718750
	Iteration 41Q: 3 clusters Score -1557284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1557291.750000 Penalty: 4699.718750
	Iteration 42Q: 3 clusters Score -1557292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1557295.250000 Penalty: 4699.718750
	Iteration 43Q: 3 clusters Score -1557295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1557302.500000 Penalty: 4699.718750
	Iteration 44Q: 3 clusters Score -1557302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1557308.875000 Penalty: 4699.718750
	Iteration 45Q: 3 clusters Score -1557309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1557314.875000 Penalty: 4699.718750
	Iteration 46Q: 3 clusters Score -1557315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1557322.500000 Penalty: 4699.718750
	Iteration 47Q: 3 clusters Score -1557322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1557335.125000 Penalty: 4699.718750
	Iteration 48Q: 3 clusters Score -1557335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1557340.125000 Penalty: 4699.718750
	Iteration 49Q: 3 clusters Score -1557340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1557345.750000 Penalty: 4699.718750
	Iteration 50Q: 3 clusters Score -1557346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1557353.500000 Penalty: 4699.718750
	Iteration 51Q: 3 clusters Score -1557354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1557359.125000 Penalty: 4699.718750
	Iteration 52Q: 3 clusters Score -1557359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1557369.750000 Penalty: 4699.718750
	Iteration 53Q: 3 clusters Score -1557370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1557372.250000 Penalty: 4699.718750
	Iteration 54Q: 3 clusters Score -1557372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1557374.125000 Penalty: 4699.718750
	Iteration 55Q: 3 clusters Score -1557374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1557378.500000 Penalty: 4699.718750
	Iteration 56Q: 3 clusters Score -1557378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1557381.875000 Penalty: 4699.718750
	Iteration 57Q: 3 clusters Score -1557382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1557383.750000 Penalty: 4699.718750
	Iteration 58Q: 3 clusters Score -1557384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1557381.000000 Penalty: 4699.718750
	Iteration 59Q: 3 clusters Score -1557381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1557384.625000 Penalty: 4699.718750
	Iteration 60F: 3 clusters Score -1557385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1557386.000000 Penalty: 4699.718750
	Iteration 61Q: 3 clusters Score -1557386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1557388.375000 Penalty: 4699.718750
	Iteration 62Q: 3 clusters Score -1557388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1557391.500000 Penalty: 4699.718750
	Iteration 63Q: 3 clusters Score -1557392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1557393.375000 Penalty: 4699.718750
	Iteration 64Q: 3 clusters Score -1557393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1557395.125000 Penalty: 4699.718750
	Iteration 65Q: 3 clusters Score -1557395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1557397.125000 Penalty: 4699.718750
	Iteration 66Q: 3 clusters Score -1557397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1557396.500000 Penalty: 4699.718750
	Iteration 67Q: 3 clusters Score -1557396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1557396.500000 Penalty: 4699.718750
	Iteration 68F: 3 clusters Score -1557396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Entering Unmasked Estep 
Score: -21007550.000000 Penalty: 2987.670654
	Iteration 0F: 2 clusters Score -2.100755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -20894954.000000 Penalty: 5975.341309
	Iteration 0F: 3 clusters Score -2.089495e+07 nChanged 81854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -20942112.000000 Penalty: 5975.341309
	Iteration 1F: 3 clusters Score -2.094211e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -20943028.000000 Penalty: 5975.341309
	Iteration 2Q: 3 clusters Score -2.094303e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -20944190.000000 Penalty: 5975.341309
	Iteration 3Q: 3 clusters Score -2.094419e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -20945796.000000 Penalty: 5975.341309
	Iteration 4Q: 3 clusters Score -2.09458e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -20947626.000000 Penalty: 5975.341309
	Iteration 5Q: 3 clusters Score -2.094763e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -20950240.000000 Penalty: 5975.341309
	Iteration 6Q: 3 clusters Score -2.095024e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -20953534.000000 Penalty: 5975.341309
	Iteration 7Q: 3 clusters Score -2.095353e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -20958422.000000 Penalty: 5975.341309
	Iteration 8F: 3 clusters Score -2.095842e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -20966140.000000 Penalty: 5975.341309
	Iteration 9F: 3 clusters Score -2.096614e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -20976766.000000 Penalty: 5975.341309
	Iteration 10F: 3 clusters Score -2.097677e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -20986290.000000 Penalty: 5975.341309
	Iteration 11F: 3 clusters Score -2.098629e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -20991402.000000 Penalty: 5975.341309
	Iteration 12F: 3 clusters Score -2.09914e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102085 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -20994244.000000 Penalty: 5975.341309
	Iteration 13Q: 3 clusters Score -2.099424e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -20996124.000000 Penalty: 5975.341309
	Iteration 14Q: 3 clusters Score -2.099612e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -20997742.000000 Penalty: 5975.341309
	Iteration 15Q: 3 clusters Score -2.099774e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -20999090.000000 Penalty: 5975.341309
	Iteration 16Q: 3 clusters Score -2.099909e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -20999856.000000 Penalty: 5975.341309
	Iteration 17Q: 3 clusters Score -2.099986e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111497 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -21000602.000000 Penalty: 5975.341309
	Iteration 18Q: 3 clusters Score -2.10006e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112809 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -21000948.000000 Penalty: 5975.341309
	Iteration 19Q: 3 clusters Score -2.100095e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -21001304.000000 Penalty: 5975.341309
	Iteration 20F: 3 clusters Score -2.10013e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -21001500.000000 Penalty: 5975.341309
	Iteration 21Q: 3 clusters Score -2.10015e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116251 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -21001594.000000 Penalty: 5975.341309
	Iteration 22Q: 3 clusters Score -2.100159e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117340 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -21001764.000000 Penalty: 5975.341309
	Iteration 23Q: 3 clusters Score -2.100176e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -21001842.000000 Penalty: 5975.341309
	Iteration 24Q: 3 clusters Score -2.100184e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -21001964.000000 Penalty: 5975.341309
	Iteration 25Q: 3 clusters Score -2.100196e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120504 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -21002078.000000 Penalty: 5975.341309
	Iteration 26Q: 3 clusters Score -2.100208e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121579 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -21002122.000000 Penalty: 5975.341309
	Iteration 27Q: 3 clusters Score -2.100212e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122660 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -21002244.000000 Penalty: 5975.341309
	Iteration 28Q: 3 clusters Score -2.100224e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123784 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -21002430.000000 Penalty: 5975.341309
	Iteration 29Q: 3 clusters Score -2.100243e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124882 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -21002650.000000 Penalty: 5975.341309
	Iteration 30Q: 3 clusters Score -2.100265e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125946 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -21002636.000000 Penalty: 5975.341309
	Iteration 31Q: 3 clusters Score -2.100264e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -21002716.000000 Penalty: 5975.341309
	Iteration 32Q: 3 clusters Score -2.100272e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -21002744.000000 Penalty: 5975.341309
	Iteration 33Q: 3 clusters Score -2.100274e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -21002808.000000 Penalty: 5975.341309
	Iteration 34Q: 3 clusters Score -2.100281e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -21002942.000000 Penalty: 5975.341309
	Iteration 35Q: 3 clusters Score -2.100294e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -21003020.000000 Penalty: 5975.341309
	Iteration 36Q: 3 clusters Score -2.100302e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -21003160.000000 Penalty: 5975.341309
	Iteration 37Q: 3 clusters Score -2.100316e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132666 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -21003196.000000 Penalty: 5975.341309
	Iteration 38Q: 3 clusters Score -2.10032e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133639 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -21003212.000000 Penalty: 5975.341309
	Iteration 39Q: 3 clusters Score -2.100321e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134574 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -21003328.000000 Penalty: 5975.341309
	Iteration 40F: 3 clusters Score -2.100333e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -21003340.000000 Penalty: 5975.341309
	Iteration 41Q: 3 clusters Score -2.100334e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136365 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -21003414.000000 Penalty: 5975.341309
	Iteration 42Q: 3 clusters Score -2.100341e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137208 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -21003494.000000 Penalty: 5975.341309
	Iteration 43Q: 3 clusters Score -2.100349e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138035 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -21003640.000000 Penalty: 5975.341309
	Iteration 44Q: 3 clusters Score -2.100364e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138801 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -21003664.000000 Penalty: 5975.341309
	Iteration 45Q: 3 clusters Score -2.100366e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139634 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -21003708.000000 Penalty: 5975.341309
	Iteration 46Q: 3 clusters Score -2.100371e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140447 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -21003844.000000 Penalty: 5975.341309
	Iteration 47Q: 3 clusters Score -2.100384e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -21003974.000000 Penalty: 5975.341309
	Iteration 48Q: 3 clusters Score -2.100397e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142153 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -21004070.000000 Penalty: 5975.341309
	Iteration 49Q: 3 clusters Score -2.100407e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -21004154.000000 Penalty: 5975.341309
	Iteration 50Q: 3 clusters Score -2.100415e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -21004248.000000 Penalty: 5975.341309
	Iteration 51Q: 3 clusters Score -2.100425e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144640 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -21004306.000000 Penalty: 5975.341309
	Iteration 52Q: 3 clusters Score -2.100431e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -21004400.000000 Penalty: 5975.341309
	Iteration 53Q: 3 clusters Score -2.10044e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146244 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -21004458.000000 Penalty: 5975.341309
	Iteration 54Q: 3 clusters Score -2.100446e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146988 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -21004556.000000 Penalty: 5975.341309
	Iteration 55Q: 3 clusters Score -2.100456e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -21004650.000000 Penalty: 5975.341309
	Iteration 56Q: 3 clusters Score -2.100465e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148447 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -21004678.000000 Penalty: 5975.341309
	Iteration 57Q: 3 clusters Score -2.100468e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149174 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -21004708.000000 Penalty: 5975.341309
	Iteration 58Q: 3 clusters Score -2.100471e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -21004798.000000 Penalty: 5975.341309
	Iteration 59Q: 3 clusters Score -2.10048e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -21004844.000000 Penalty: 5975.341309
	Iteration 60F: 3 clusters Score -2.100484e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151262 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -21004972.000000 Penalty: 5975.341309
	Iteration 61Q: 3 clusters Score -2.100497e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -21004994.000000 Penalty: 5975.341309
	Iteration 62Q: 3 clusters Score -2.100499e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -21005094.000000 Penalty: 5975.341309
	Iteration 63Q: 3 clusters Score -2.100509e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -21005108.000000 Penalty: 5975.341309
	Iteration 64Q: 3 clusters Score -2.100511e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -21005286.000000 Penalty: 5975.341309
	Iteration 65Q: 3 clusters Score -2.100529e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -21005362.000000 Penalty: 5975.341309
	Iteration 66Q: 3 clusters Score -2.100536e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -21005424.000000 Penalty: 5975.341309
	Iteration 67Q: 3 clusters Score -2.100542e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -21005492.000000 Penalty: 5975.341309
	Iteration 68Q: 3 clusters Score -2.100549e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -21005576.000000 Penalty: 5975.341309
	Iteration 69Q: 3 clusters Score -2.100558e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -21005580.000000 Penalty: 5975.341309
	Iteration 70Q: 3 clusters Score -2.100558e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -21005652.000000 Penalty: 5975.341309
	Iteration 71Q: 3 clusters Score -2.100565e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158695 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -21005696.000000 Penalty: 5975.341309
	Iteration 72Q: 3 clusters Score -2.10057e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159256 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -21005812.000000 Penalty: 5975.341309
	Iteration 73Q: 3 clusters Score -2.100581e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159728 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -21005846.000000 Penalty: 5975.341309
	Iteration 74Q: 3 clusters Score -2.100585e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160194 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -21005922.000000 Penalty: 5975.341309
	Iteration 75Q: 3 clusters Score -2.100592e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -21005988.000000 Penalty: 5975.341309
	Iteration 76Q: 3 clusters Score -2.100599e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -21006012.000000 Penalty: 5975.341309
	Iteration 77Q: 3 clusters Score -2.100601e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -21006014.000000 Penalty: 5975.341309
	Iteration 78Q: 3 clusters Score -2.100601e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -21006002.000000 Penalty: 5975.341309
	Iteration 79Q: 3 clusters Score -2.1006e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162123 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -21006082.000000 Penalty: 5975.341309
	Iteration 80F: 3 clusters Score -2.100608e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162438 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -21006092.000000 Penalty: 5975.341309
	Iteration 81Q: 3 clusters Score -2.100609e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162734 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -21006104.000000 Penalty: 5975.341309
	Iteration 82Q: 3 clusters Score -2.10061e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -21006130.000000 Penalty: 5975.341309
	Iteration 83Q: 3 clusters Score -2.100613e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163291 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -21006126.000000 Penalty: 5975.341309
	Iteration 84Q: 3 clusters Score -2.100613e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163548 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -21006188.000000 Penalty: 5975.341309
	Iteration 85Q: 3 clusters Score -2.100619e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163776 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -21006188.000000 Penalty: 5975.341309
	Iteration 86Q: 3 clusters Score -2.100619e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -21006216.000000 Penalty: 5975.341309
	Iteration 87Q: 3 clusters Score -2.100622e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -21006240.000000 Penalty: 5975.341309
	Iteration 88Q: 3 clusters Score -2.100624e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -21006250.000000 Penalty: 5975.341309
	Iteration 89Q: 3 clusters Score -2.100625e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -21006294.000000 Penalty: 5975.341309
	Iteration 90Q: 3 clusters Score -2.100629e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164635 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -21006300.000000 Penalty: 5975.341309
	Iteration 91Q: 3 clusters Score -2.10063e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164756 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -21006292.000000 Penalty: 5975.341309
	Iteration 92Q: 3 clusters Score -2.100629e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164876 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -21006296.000000 Penalty: 5975.341309
	Iteration 93Q: 3 clusters Score -2.10063e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164988 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -21006328.000000 Penalty: 5975.341309
	Iteration 94Q: 3 clusters Score -2.100633e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -21006338.000000 Penalty: 5975.341309
	Iteration 95Q: 3 clusters Score -2.100634e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -21006384.000000 Penalty: 5975.341309
	Iteration 96Q: 3 clusters Score -2.100638e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -21006374.000000 Penalty: 5975.341309
	Iteration 97Q: 3 clusters Score -2.100637e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165357 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -21006374.000000 Penalty: 5975.341309
	Iteration 98Q: 3 clusters Score -2.100637e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165441 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -21006392.000000 Penalty: 5975.341309
	Iteration 99Q: 3 clusters Score -2.100639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165503 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -21006408.000000 Penalty: 5975.341309
	Iteration 100F: 3 clusters Score -2.100641e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -21006396.000000 Penalty: 5975.341309
	Iteration 101Q: 3 clusters Score -2.10064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -21006402.000000 Penalty: 5975.341309
	Iteration 102Q: 3 clusters Score -2.10064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165667 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -21006418.000000 Penalty: 5975.341309
	Iteration 103Q: 3 clusters Score -2.100642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -21006428.000000 Penalty: 5975.341309
	Iteration 104Q: 3 clusters Score -2.100643e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165775 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -21006428.000000 Penalty: 5975.341309
	Iteration 105Q: 3 clusters Score -2.100643e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -21006458.000000 Penalty: 5975.341309
	Iteration 106Q: 3 clusters Score -2.100646e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -21006418.000000 Penalty: 5975.341309
	Iteration 107Q: 3 clusters Score -2.100642e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165936 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -21006388.000000 Penalty: 5975.341309
	Iteration 108Q: 3 clusters Score -2.100639e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -21006398.000000 Penalty: 5975.341309
	Iteration 109Q: 3 clusters Score -2.10064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166014 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -21006406.000000 Penalty: 5975.341309
	Iteration 110Q: 3 clusters Score -2.100641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -21006414.000000 Penalty: 5975.341309
	Iteration 111Q: 3 clusters Score -2.100641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -21006440.000000 Penalty: 5975.341309
	Iteration 112Q: 3 clusters Score -2.100644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -21006428.000000 Penalty: 5975.341309
	Iteration 113Q: 3 clusters Score -2.100643e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -21006424.000000 Penalty: 5975.341309
	Iteration 114Q: 3 clusters Score -2.100642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -21006430.000000 Penalty: 5975.341309
	Iteration 115Q: 3 clusters Score -2.100643e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -21006404.000000 Penalty: 5975.341309
	Iteration 116Q: 3 clusters Score -2.10064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -21006426.000000 Penalty: 5975.341309
	Iteration 117Q: 3 clusters Score -2.100643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -21006400.000000 Penalty: 5975.341309
	Iteration 118Q: 3 clusters Score -2.10064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166316 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -21006424.000000 Penalty: 5975.341309
	Iteration 119Q: 3 clusters Score -2.100642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -21006402.000000 Penalty: 5975.341309
	Iteration 120F: 3 clusters Score -2.10064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -21006396.000000 Penalty: 5975.341309
	Iteration 121Q: 3 clusters Score -2.10064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -21006410.000000 Penalty: 5975.341309
	Iteration 122Q: 3 clusters Score -2.100641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -21006394.000000 Penalty: 5975.341309
	Iteration 123Q: 3 clusters Score -2.100639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166448 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -21006400.000000 Penalty: 5975.341309
	Iteration 124Q: 3 clusters Score -2.10064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166470 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -21006420.000000 Penalty: 5975.341309
	Iteration 125Q: 3 clusters Score -2.100642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166497 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -21006422.000000 Penalty: 5975.341309
	Iteration 126Q: 3 clusters Score -2.100642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166518 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -21006422.000000 Penalty: 5975.341309
	Iteration 127Q: 3 clusters Score -2.100642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166545 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -21006440.000000 Penalty: 5975.341309
	Iteration 128Q: 3 clusters Score -2.100644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -21006456.000000 Penalty: 5975.341309
	Iteration 129Q: 3 clusters Score -2.100646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -21006456.000000 Penalty: 5975.341309
	Iteration 130Q: 3 clusters Score -2.100646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166599 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -21006434.000000 Penalty: 5975.341309
	Iteration 131Q: 3 clusters Score -2.100643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166617 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -21006446.000000 Penalty: 5975.341309
	Iteration 132Q: 3 clusters Score -2.100645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -21006446.000000 Penalty: 5975.341309
	Iteration 133Q: 3 clusters Score -2.100645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166650 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -21006440.000000 Penalty: 5975.341309
	Iteration 134Q: 3 clusters Score -2.100644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -21006426.000000 Penalty: 5975.341309
	Iteration 135Q: 3 clusters Score -2.100643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -21006408.000000 Penalty: 5975.341309
	Iteration 136Q: 3 clusters Score -2.100641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -21006408.000000 Penalty: 5975.341309
	Iteration 137Q: 3 clusters Score -2.100641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -21006396.000000 Penalty: 5975.341309
	Iteration 138Q: 3 clusters Score -2.10064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166731 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -21006388.000000 Penalty: 5975.341309
	Iteration 139Q: 3 clusters Score -2.100639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -21006384.000000 Penalty: 5975.341309
	Iteration 140F: 3 clusters Score -2.100638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -21006398.000000 Penalty: 5975.341309
	Iteration 141Q: 3 clusters Score -2.10064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166759 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -21006384.000000 Penalty: 5975.341309
	Iteration 142Q: 3 clusters Score -2.100638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -21006374.000000 Penalty: 5975.341309
	Iteration 143Q: 3 clusters Score -2.100637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -21006378.000000 Penalty: 5975.341309
	Iteration 144Q: 3 clusters Score -2.100638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -21006362.000000 Penalty: 5975.341309
	Iteration 145Q: 3 clusters Score -2.100636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -21006362.000000 Penalty: 5975.341309
	Iteration 146Q: 3 clusters Score -2.100636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -21006362.000000 Penalty: 5975.341309
	Iteration 147Q: 3 clusters Score -2.100636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -21006368.000000 Penalty: 5975.341309
	Iteration 148Q: 3 clusters Score -2.100637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -21006368.000000 Penalty: 5975.341309
	Iteration 149Q: 3 clusters Score -2.100637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166826 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -21006376.000000 Penalty: 5975.341309
	Iteration 150Q: 3 clusters Score -2.100638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166838 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -21006364.000000 Penalty: 5975.341309
	Iteration 151Q: 3 clusters Score -2.100636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21006366.000000 Penalty: 5975.341309
	Iteration 152Q: 3 clusters Score -2.100637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21006378.000000 Penalty: 5975.341309
	Iteration 153Q: 3 clusters Score -2.100638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166864 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -21006364.000000 Penalty: 5975.341309
	Iteration 154Q: 3 clusters Score -2.100636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166864 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -21006364.000000 Penalty: 5975.341309
	Iteration 155F: 3 clusters Score -2.100636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -700234.875000 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -700234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -695231.125000 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -695231.1 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -696504.125000 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -696504.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -696789.375000 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -696789.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -696997.187500 Penalty: 4300.277344
	Iteration 3F: 3 clusters Score -696997.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -697205.125000 Penalty: 4300.277344
	Iteration 4Q: 3 clusters Score -697205.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -697397.312500 Penalty: 4300.277344
	Iteration 5Q: 3 clusters Score -697397.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -697608.875000 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -697608.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -697803.875000 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -697803.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -697967.062500 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -697967.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -698126.625000 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -698126.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -698298.125000 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -698298.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -698475.312500 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -698475.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -698672.750000 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -698672.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -698895.625000 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -698895.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -699093.312500 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -699093.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -699235.437500 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -699235.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -699325.187500 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -699325.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -699377.250000 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -699377.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -699406.500000 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -699406.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -699420.937500 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -699420.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -699433.062500 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -699433.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -699445.187500 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -699445.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -699456.000000 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -699456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -699466.062500 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -699466.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -699473.625000 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -699473.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -699480.250000 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -699480.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -699480.875000 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -699480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -699488.062500 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -699488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -699490.625000 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -699490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -699491.687500 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -699491.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -699493.937500 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -699493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -699494.250000 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -699494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -699494.312500 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -699494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -699494.312500 Penalty: 4300.277344
	Iteration 33F: 3 clusters Score -699494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Entering Unmasked Estep 
Score: -6795511.000000 Penalty: 2708.030762
	Iteration 0F: 2 clusters Score -6795511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -6758391.500000 Penalty: 5416.061523
	Iteration 0F: 3 clusters Score -6758392 nChanged 25717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -6772758.000000 Penalty: 5416.061523
	Iteration 1F: 3 clusters Score -6772758 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6773651.000000 Penalty: 5416.061523
	Iteration 2Q: 3 clusters Score -6773651 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6774710.000000 Penalty: 5416.061523
	Iteration 3Q: 3 clusters Score -6774710 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -6776062.500000 Penalty: 5416.061523
	Iteration 4F: 3 clusters Score -6776062 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -6777661.000000 Penalty: 5416.061523
	Iteration 5F: 3 clusters Score -6777661 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6779278.000000 Penalty: 5416.061523
	Iteration 6F: 3 clusters Score -6779278 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -6780686.500000 Penalty: 5416.061523
	Iteration 7F: 3 clusters Score -6780686 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -6781801.000000 Penalty: 5416.061523
	Iteration 8Q: 3 clusters Score -6781801 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -6782579.000000 Penalty: 5416.061523
	Iteration 9Q: 3 clusters Score -6782579 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -6783100.500000 Penalty: 5416.061523
	Iteration 10Q: 3 clusters Score -6783100 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -6783403.000000 Penalty: 5416.061523
	Iteration 11Q: 3 clusters Score -6783403 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6783687.000000 Penalty: 5416.061523
	Iteration 12Q: 3 clusters Score -6783687 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -6783896.500000 Penalty: 5416.061523
	Iteration 13Q: 3 clusters Score -6783896 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -6784070.500000 Penalty: 5416.061523
	Iteration 14Q: 3 clusters Score -6784070 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -6784249.000000 Penalty: 5416.061523
	Iteration 15Q: 3 clusters Score -6784249 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -6784446.000000 Penalty: 5416.061523
	Iteration 16Q: 3 clusters Score -6784446 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -6784699.000000 Penalty: 5416.061523
	Iteration 17Q: 3 clusters Score -6784699 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -6784980.000000 Penalty: 5416.061523
	Iteration 18Q: 3 clusters Score -6784980 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -6785460.000000 Penalty: 5416.061523
	Iteration 19Q: 3 clusters Score -6785460 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -6786087.000000 Penalty: 5416.061523
	Iteration 20F: 3 clusters Score -6786087 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -6786827.500000 Penalty: 5416.061523
	Iteration 21Q: 3 clusters Score -6786828 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -6787844.500000 Penalty: 5416.061523
	Iteration 22Q: 3 clusters Score -6787844 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -6789044.500000 Penalty: 5416.061523
	Iteration 23Q: 3 clusters Score -6789044 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -6790267.000000 Penalty: 5416.061523
	Iteration 24Q: 3 clusters Score -6790267 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -6791400.500000 Penalty: 5416.061523
	Iteration 25Q: 3 clusters Score -6791400 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -6792276.500000 Penalty: 5416.061523
	Iteration 26Q: 3 clusters Score -6792276 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -6792867.500000 Penalty: 5416.061523
	Iteration 27Q: 3 clusters Score -6792868 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -6793193.500000 Penalty: 5416.061523
	Iteration 28Q: 3 clusters Score -6793194 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -6793402.500000 Penalty: 5416.061523
	Iteration 29Q: 3 clusters Score -6793402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -6793516.000000 Penalty: 5416.061523
	Iteration 30Q: 3 clusters Score -6793516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -6793591.000000 Penalty: 5416.061523
	Iteration 31Q: 3 clusters Score -6793591 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -6793625.000000 Penalty: 5416.061523
	Iteration 32Q: 3 clusters Score -6793625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -6793637.000000 Penalty: 5416.061523
	Iteration 33Q: 3 clusters Score -6793637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -6793666.000000 Penalty: 5416.061523
	Iteration 34Q: 3 clusters Score -6793666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -6793686.000000 Penalty: 5416.061523
	Iteration 35Q: 3 clusters Score -6793686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -6793689.500000 Penalty: 5416.061523
	Iteration 36Q: 3 clusters Score -6793690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6793688.500000 Penalty: 5416.061523
	Iteration 37Q: 3 clusters Score -6793688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -6793697.500000 Penalty: 5416.061523
	Iteration 38Q: 3 clusters Score -6793698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -6793707.000000 Penalty: 5416.061523
	Iteration 39Q: 3 clusters Score -6793707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -6793703.500000 Penalty: 5416.061523
	Iteration 40F: 3 clusters Score -6793704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -6793721.000000 Penalty: 5416.061523
	Iteration 41Q: 3 clusters Score -6793721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -6793718.000000 Penalty: 5416.061523
	Iteration 42Q: 3 clusters Score -6793718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -6793714.500000 Penalty: 5416.061523
	Iteration 43Q: 3 clusters Score -6793714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -6793715.500000 Penalty: 5416.061523
	Iteration 44Q: 3 clusters Score -6793716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -6793722.500000 Penalty: 5416.061523
	Iteration 45Q: 3 clusters Score -6793722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -6793723.000000 Penalty: 5416.061523
	Iteration 46Q: 3 clusters Score -6793723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -6793722.000000 Penalty: 5416.061523
	Iteration 47Q: 3 clusters Score -6793722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -6793729.500000 Penalty: 5416.061523
	Iteration 48Q: 3 clusters Score -6793730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -6793733.000000 Penalty: 5416.061523
	Iteration 49Q: 3 clusters Score -6793733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -6793734.000000 Penalty: 5416.061523
	Iteration 50Q: 3 clusters Score -6793734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -6793734.000000 Penalty: 5416.061523
	Iteration 51F: 3 clusters Score -6793734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Entering Unmasked Estep 
Score: -1279165.750000 Penalty: 2304.167725
	Iteration 0F: 2 clusters Score -1279166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1270951.625000 Penalty: 4608.335449
	Iteration 0F: 3 clusters Score -1270952 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1273396.000000 Penalty: 4608.335449
	Iteration 1F: 3 clusters Score -1273396 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1273758.750000 Penalty: 4608.335449
	Iteration 2F: 3 clusters Score -1273759 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1274046.125000 Penalty: 4608.335449
	Iteration 3F: 3 clusters Score -1274046 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1274316.250000 Penalty: 4608.335449
	Iteration 4Q: 3 clusters Score -1274316 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1274550.000000 Penalty: 4608.335449
	Iteration 5Q: 3 clusters Score -1274550 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1274767.750000 Penalty: 4608.335449
	Iteration 6Q: 3 clusters Score -1274768 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1274950.875000 Penalty: 4608.335449
	Iteration 7Q: 3 clusters Score -1274951 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1275173.000000 Penalty: 4608.335449
	Iteration 8Q: 3 clusters Score -1275173 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1275437.000000 Penalty: 4608.335449
	Iteration 9Q: 3 clusters Score -1275437 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1275692.125000 Penalty: 4608.335449
	Iteration 10Q: 3 clusters Score -1275692 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1275891.125000 Penalty: 4608.335449
	Iteration 11Q: 3 clusters Score -1275891 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1276049.125000 Penalty: 4608.335449
	Iteration 12Q: 3 clusters Score -1276049 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1276173.625000 Penalty: 4608.335449
	Iteration 13Q: 3 clusters Score -1276174 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1276265.625000 Penalty: 4608.335449
	Iteration 14Q: 3 clusters Score -1276266 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1276359.250000 Penalty: 4608.335449
	Iteration 15Q: 3 clusters Score -1276359 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1276427.375000 Penalty: 4608.335449
	Iteration 16Q: 3 clusters Score -1276427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1276491.000000 Penalty: 4608.335449
	Iteration 17Q: 3 clusters Score -1276491 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1276534.250000 Penalty: 4608.335449
	Iteration 18Q: 3 clusters Score -1276534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1276583.625000 Penalty: 4608.335449
	Iteration 19Q: 3 clusters Score -1276584 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1276616.375000 Penalty: 4608.335449
	Iteration 20F: 3 clusters Score -1276616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1276646.125000 Penalty: 4608.335449
	Iteration 21Q: 3 clusters Score -1276646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1276671.125000 Penalty: 4608.335449
	Iteration 22Q: 3 clusters Score -1276671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1276693.375000 Penalty: 4608.335449
	Iteration 23Q: 3 clusters Score -1276693 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1276721.750000 Penalty: 4608.335449
	Iteration 24Q: 3 clusters Score -1276722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1276738.875000 Penalty: 4608.335449
	Iteration 25Q: 3 clusters Score -1276739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1276753.750000 Penalty: 4608.335449
	Iteration 26Q: 3 clusters Score -1276754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1276773.875000 Penalty: 4608.335449
	Iteration 27Q: 3 clusters Score -1276774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1276791.125000 Penalty: 4608.335449
	Iteration 28Q: 3 clusters Score -1276791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1276802.750000 Penalty: 4608.335449
	Iteration 29Q: 3 clusters Score -1276803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1276816.625000 Penalty: 4608.335449
	Iteration 30Q: 3 clusters Score -1276817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1276829.000000 Penalty: 4608.335449
	Iteration 31Q: 3 clusters Score -1276829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1276839.500000 Penalty: 4608.335449
	Iteration 32Q: 3 clusters Score -1276840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1276859.375000 Penalty: 4608.335449
	Iteration 33Q: 3 clusters Score -1276859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1276871.750000 Penalty: 4608.335449
	Iteration 34Q: 3 clusters Score -1276872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1276876.875000 Penalty: 4608.335449
	Iteration 35Q: 3 clusters Score -1276877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1276889.875000 Penalty: 4608.335449
	Iteration 36Q: 3 clusters Score -1276890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1276896.625000 Penalty: 4608.335449
	Iteration 37Q: 3 clusters Score -1276897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1276907.500000 Penalty: 4608.335449
	Iteration 38Q: 3 clusters Score -1276908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1276917.500000 Penalty: 4608.335449
	Iteration 39Q: 3 clusters Score -1276918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1276929.250000 Penalty: 4608.335449
	Iteration 40F: 3 clusters Score -1276929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1276935.875000 Penalty: 4608.335449
	Iteration 41Q: 3 clusters Score -1276936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1276946.625000 Penalty: 4608.335449
	Iteration 42Q: 3 clusters Score -1276947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1276958.625000 Penalty: 4608.335449
	Iteration 43Q: 3 clusters Score -1276959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1276967.125000 Penalty: 4608.335449
	Iteration 44Q: 3 clusters Score -1276967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1276983.625000 Penalty: 4608.335449
	Iteration 45Q: 3 clusters Score -1276984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1276988.375000 Penalty: 4608.335449
	Iteration 46Q: 3 clusters Score -1276988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1277008.000000 Penalty: 4608.335449
	Iteration 47Q: 3 clusters Score -1277008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1277025.750000 Penalty: 4608.335449
	Iteration 48Q: 3 clusters Score -1277026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1277039.750000 Penalty: 4608.335449
	Iteration 49Q: 3 clusters Score -1277040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1277051.625000 Penalty: 4608.335449
	Iteration 50Q: 3 clusters Score -1277052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1277068.125000 Penalty: 4608.335449
	Iteration 51Q: 3 clusters Score -1277068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1277082.375000 Penalty: 4608.335449
	Iteration 52Q: 3 clusters Score -1277082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1277107.625000 Penalty: 4608.335449
	Iteration 53Q: 3 clusters Score -1277108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1277137.375000 Penalty: 4608.335449
	Iteration 54Q: 3 clusters Score -1277137 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1277167.625000 Penalty: 4608.335449
	Iteration 55Q: 3 clusters Score -1277168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1277194.250000 Penalty: 4608.335449
	Iteration 56Q: 3 clusters Score -1277194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1277220.250000 Penalty: 4608.335449
	Iteration 57Q: 3 clusters Score -1277220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1277248.250000 Penalty: 4608.335449
	Iteration 58Q: 3 clusters Score -1277248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1277278.125000 Penalty: 4608.335449
	Iteration 59Q: 3 clusters Score -1277278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1277313.875000 Penalty: 4608.335449
	Iteration 60F: 3 clusters Score -1277314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1277348.625000 Penalty: 4608.335449
	Iteration 61Q: 3 clusters Score -1277349 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1277390.625000 Penalty: 4608.335449
	Iteration 62Q: 3 clusters Score -1277391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1277427.500000 Penalty: 4608.335449
	Iteration 63Q: 3 clusters Score -1277428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1277465.750000 Penalty: 4608.335449
	Iteration 64Q: 3 clusters Score -1277466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1277492.500000 Penalty: 4608.335449
	Iteration 65Q: 3 clusters Score -1277492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1277528.375000 Penalty: 4608.335449
	Iteration 66Q: 3 clusters Score -1277528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1277553.750000 Penalty: 4608.335449
	Iteration 67Q: 3 clusters Score -1277554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1277571.875000 Penalty: 4608.335449
	Iteration 68Q: 3 clusters Score -1277572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1277591.000000 Penalty: 4608.335449
	Iteration 69Q: 3 clusters Score -1277591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1277601.625000 Penalty: 4608.335449
	Iteration 70Q: 3 clusters Score -1277602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1277613.875000 Penalty: 4608.335449
	Iteration 71Q: 3 clusters Score -1277614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1277619.375000 Penalty: 4608.335449
	Iteration 72Q: 3 clusters Score -1277619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1277625.500000 Penalty: 4608.335449
	Iteration 73Q: 3 clusters Score -1277626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1277627.500000 Penalty: 4608.335449
	Iteration 74Q: 3 clusters Score -1277628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1277630.375000 Penalty: 4608.335449
	Iteration 75Q: 3 clusters Score -1277630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1277630.125000 Penalty: 4608.335449
	Iteration 76Q: 3 clusters Score -1277630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1277628.000000 Penalty: 4608.335449
	Iteration 77Q: 3 clusters Score -1277628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1277630.500000 Penalty: 4608.335449
	Iteration 78Q: 3 clusters Score -1277630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1277630.875000 Penalty: 4608.335449
	Iteration 79Q: 3 clusters Score -1277631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1277631.250000 Penalty: 4608.335449
	Iteration 80F: 3 clusters Score -1277631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1277635.875000 Penalty: 4608.335449
	Iteration 81Q: 3 clusters Score -1277636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1277639.250000 Penalty: 4608.335449
	Iteration 82Q: 3 clusters Score -1277639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1277642.500000 Penalty: 4608.335449
	Iteration 83Q: 3 clusters Score -1277642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1277645.750000 Penalty: 4608.335449
	Iteration 84Q: 3 clusters Score -1277646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1277647.000000 Penalty: 4608.335449
	Iteration 85Q: 3 clusters Score -1277647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1277648.250000 Penalty: 4608.335449
	Iteration 86Q: 3 clusters Score -1277648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1277646.500000 Penalty: 4608.335449
	Iteration 87Q: 3 clusters Score -1277646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1277644.000000 Penalty: 4608.335449
	Iteration 88Q: 3 clusters Score -1277644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1277644.375000 Penalty: 4608.335449
	Iteration 89Q: 3 clusters Score -1277644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1277646.000000 Penalty: 4608.335449
	Iteration 90Q: 3 clusters Score -1277646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1277651.500000 Penalty: 4608.335449
	Iteration 91Q: 3 clusters Score -1277652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1277654.875000 Penalty: 4608.335449
	Iteration 92Q: 3 clusters Score -1277655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1277653.750000 Penalty: 4608.335449
	Iteration 93Q: 3 clusters Score -1277654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1277656.750000 Penalty: 4608.335449
	Iteration 94Q: 3 clusters Score -1277657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1277656.125000 Penalty: 4608.335449
	Iteration 95Q: 3 clusters Score -1277656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1277656.250000 Penalty: 4608.335449
	Iteration 96Q: 3 clusters Score -1277656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1277656.500000 Penalty: 4608.335449
	Iteration 97Q: 3 clusters Score -1277656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1277657.125000 Penalty: 4608.335449
	Iteration 98Q: 3 clusters Score -1277657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1277659.500000 Penalty: 4608.335449
	Iteration 99Q: 3 clusters Score -1277660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1277657.375000 Penalty: 4608.335449
	Iteration 100F: 3 clusters Score -1277657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -569456.250000 Penalty: 2109.621094
	Iteration 0F: 2 clusters Score -569456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -565045.750000 Penalty: 4219.242188
	Iteration 0F: 3 clusters Score -565045.8 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -566192.437500 Penalty: 4219.242188
	Iteration 1F: 3 clusters Score -566192.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -566453.187500 Penalty: 4219.242188
	Iteration 2F: 3 clusters Score -566453.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -566609.875000 Penalty: 4219.242188
	Iteration 3F: 3 clusters Score -566609.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -566749.687500 Penalty: 4219.242188
	Iteration 4Q: 3 clusters Score -566749.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -566893.187500 Penalty: 4219.242188
	Iteration 5Q: 3 clusters Score -566893.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -567039.500000 Penalty: 4219.242188
	Iteration 6Q: 3 clusters Score -567039.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -567175.187500 Penalty: 4219.242188
	Iteration 7Q: 3 clusters Score -567175.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -567283.437500 Penalty: 4219.242188
	Iteration 8Q: 3 clusters Score -567283.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -567376.625000 Penalty: 4219.242188
	Iteration 9Q: 3 clusters Score -567376.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -567451.375000 Penalty: 4219.242188
	Iteration 10Q: 3 clusters Score -567451.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -567516.125000 Penalty: 4219.242188
	Iteration 11Q: 3 clusters Score -567516.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -567573.562500 Penalty: 4219.242188
	Iteration 12Q: 3 clusters Score -567573.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -567627.062500 Penalty: 4219.242188
	Iteration 13Q: 3 clusters Score -567627.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -567666.000000 Penalty: 4219.242188
	Iteration 14Q: 3 clusters Score -567666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -567698.437500 Penalty: 4219.242188
	Iteration 15Q: 3 clusters Score -567698.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -567718.125000 Penalty: 4219.242188
	Iteration 16Q: 3 clusters Score -567718.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -567733.875000 Penalty: 4219.242188
	Iteration 17Q: 3 clusters Score -567733.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -567743.625000 Penalty: 4219.242188
	Iteration 18Q: 3 clusters Score -567743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -567756.812500 Penalty: 4219.242188
	Iteration 19Q: 3 clusters Score -567756.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -567766.500000 Penalty: 4219.242188
	Iteration 20F: 3 clusters Score -567766.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -567777.937500 Penalty: 4219.242188
	Iteration 21Q: 3 clusters Score -567777.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -567790.250000 Penalty: 4219.242188
	Iteration 22Q: 3 clusters Score -567790.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -567799.125000 Penalty: 4219.242188
	Iteration 23Q: 3 clusters Score -567799.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -567808.562500 Penalty: 4219.242188
	Iteration 24Q: 3 clusters Score -567808.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -567819.375000 Penalty: 4219.242188
	Iteration 25Q: 3 clusters Score -567819.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -567831.812500 Penalty: 4219.242188
	Iteration 26Q: 3 clusters Score -567831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -567840.125000 Penalty: 4219.242188
	Iteration 27Q: 3 clusters Score -567840.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -567844.937500 Penalty: 4219.242188
	Iteration 28Q: 3 clusters Score -567844.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -567854.062500 Penalty: 4219.242188
	Iteration 29Q: 3 clusters Score -567854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -567863.625000 Penalty: 4219.242188
	Iteration 30Q: 3 clusters Score -567863.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -567870.750000 Penalty: 4219.242188
	Iteration 31Q: 3 clusters Score -567870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -567879.875000 Penalty: 4219.242188
	Iteration 32Q: 3 clusters Score -567879.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -567890.125000 Penalty: 4219.242188
	Iteration 33Q: 3 clusters Score -567890.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -567897.875000 Penalty: 4219.242188
	Iteration 34Q: 3 clusters Score -567897.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -567901.625000 Penalty: 4219.242188
	Iteration 35Q: 3 clusters Score -567901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -567904.937500 Penalty: 4219.242188
	Iteration 36Q: 3 clusters Score -567904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -567909.125000 Penalty: 4219.242188
	Iteration 37Q: 3 clusters Score -567909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -567912.375000 Penalty: 4219.242188
	Iteration 38Q: 3 clusters Score -567912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -567914.000000 Penalty: 4219.242188
	Iteration 39Q: 3 clusters Score -567914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -567914.687500 Penalty: 4219.242188
	Iteration 40F: 3 clusters Score -567914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -567917.375000 Penalty: 4219.242188
	Iteration 41Q: 3 clusters Score -567917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -567917.375000 Penalty: 4219.242188
	Iteration 42Q: 3 clusters Score -567917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -567917.750000 Penalty: 4219.242188
	Iteration 43Q: 3 clusters Score -567917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -567919.250000 Penalty: 4219.242188
	Iteration 44Q: 3 clusters Score -567919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -567919.187500 Penalty: 4219.242188
	Iteration 45Q: 3 clusters Score -567919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -567920.000000 Penalty: 4219.242188
	Iteration 46Q: 3 clusters Score -567920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -567921.375000 Penalty: 4219.242188
	Iteration 47Q: 3 clusters Score -567921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -567922.875000 Penalty: 4219.242188
	Iteration 48Q: 3 clusters Score -567922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -567922.437500 Penalty: 4219.242188
	Iteration 49Q: 3 clusters Score -567922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -567922.437500 Penalty: 4219.242188
	Iteration 50F: 3 clusters Score -567922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175952 members 
Entering Unmasked Estep 
Score: -21824604.000000 Penalty: 2995.335693
	Iteration 0F: 2 clusters Score -2.18246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -21709240.000000 Penalty: 5990.671387
	Iteration 0F: 3 clusters Score -2.170924e+07 nChanged 84511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -21758128.000000 Penalty: 5990.671387
	Iteration 1F: 3 clusters Score -2.175813e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -21759180.000000 Penalty: 5990.671387
	Iteration 2Q: 3 clusters Score -2.175918e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -21760542.000000 Penalty: 5990.671387
	Iteration 3Q: 3 clusters Score -2.176054e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -21762314.000000 Penalty: 5990.671387
	Iteration 4Q: 3 clusters Score -2.176231e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -21765216.000000 Penalty: 5990.671387
	Iteration 5Q: 3 clusters Score -2.176522e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -21768908.000000 Penalty: 5990.671387
	Iteration 6Q: 3 clusters Score -2.176891e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -21774020.000000 Penalty: 5990.671387
	Iteration 7F: 3 clusters Score -2.177402e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -21779934.000000 Penalty: 5990.671387
	Iteration 8F: 3 clusters Score -2.177993e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -21786462.000000 Penalty: 5990.671387
	Iteration 9F: 3 clusters Score -2.178646e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -21793482.000000 Penalty: 5990.671387
	Iteration 10F: 3 clusters Score -2.179348e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -21800148.000000 Penalty: 5990.671387
	Iteration 11F: 3 clusters Score -2.180015e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -21804356.000000 Penalty: 5990.671387
	Iteration 12Q: 3 clusters Score -2.180436e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 107649 members 
Entering Unmasked Estep 
Score: -21806856.000000 Penalty: 5990.671387
	Iteration 13Q: 3 clusters Score -2.180686e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -21808438.000000 Penalty: 5990.671387
	Iteration 14Q: 3 clusters Score -2.180844e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -21809752.000000 Penalty: 5990.671387
	Iteration 15Q: 3 clusters Score -2.180975e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -21811072.000000 Penalty: 5990.671387
	Iteration 16Q: 3 clusters Score -2.181107e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -21812172.000000 Penalty: 5990.671387
	Iteration 17Q: 3 clusters Score -2.181217e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 117574 members 
Entering Unmasked Estep 
Score: -21813150.000000 Penalty: 5990.671387
	Iteration 18Q: 3 clusters Score -2.181315e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 119040 members 
Entering Unmasked Estep 
Score: -21813774.000000 Penalty: 5990.671387
	Iteration 19Q: 3 clusters Score -2.181377e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 120357 members 
Entering Unmasked Estep 
Score: -21814152.000000 Penalty: 5990.671387
	Iteration 20F: 3 clusters Score -2.181415e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 121570 members 
Entering Unmasked Estep 
Score: -21814464.000000 Penalty: 5990.671387
	Iteration 21Q: 3 clusters Score -2.181446e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 122720 members 
Entering Unmasked Estep 
Score: -21814698.000000 Penalty: 5990.671387
	Iteration 22Q: 3 clusters Score -2.18147e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -21814930.000000 Penalty: 5990.671387
	Iteration 23Q: 3 clusters Score -2.181493e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -21815204.000000 Penalty: 5990.671387
	Iteration 24Q: 3 clusters Score -2.18152e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 125870 members 
Entering Unmasked Estep 
Score: -21815388.000000 Penalty: 5990.671387
	Iteration 25Q: 3 clusters Score -2.181539e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 126920 members 
Entering Unmasked Estep 
Score: -21815508.000000 Penalty: 5990.671387
	Iteration 26Q: 3 clusters Score -2.181551e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -21815662.000000 Penalty: 5990.671387
	Iteration 27Q: 3 clusters Score -2.181566e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 129152 members 
Entering Unmasked Estep 
Score: -21815772.000000 Penalty: 5990.671387
	Iteration 28Q: 3 clusters Score -2.181577e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 130282 members 
Entering Unmasked Estep 
Score: -21816004.000000 Penalty: 5990.671387
	Iteration 29Q: 3 clusters Score -2.1816e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 131412 members 
Entering Unmasked Estep 
Score: -21816244.000000 Penalty: 5990.671387
	Iteration 30Q: 3 clusters Score -2.181624e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -21816492.000000 Penalty: 5990.671387
	Iteration 31Q: 3 clusters Score -2.181649e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -21816668.000000 Penalty: 5990.671387
	Iteration 32Q: 3 clusters Score -2.181667e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -21816858.000000 Penalty: 5990.671387
	Iteration 33Q: 3 clusters Score -2.181686e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 135997 members 
Entering Unmasked Estep 
Score: -21817100.000000 Penalty: 5990.671387
	Iteration 34Q: 3 clusters Score -2.18171e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 137197 members 
Entering Unmasked Estep 
Score: -21817286.000000 Penalty: 5990.671387
	Iteration 35Q: 3 clusters Score -2.181729e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 138466 members 
Entering Unmasked Estep 
Score: -21817478.000000 Penalty: 5990.671387
	Iteration 36Q: 3 clusters Score -2.181748e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -21817794.000000 Penalty: 5990.671387
	Iteration 37Q: 3 clusters Score -2.181779e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 140968 members 
Entering Unmasked Estep 
Score: -21818022.000000 Penalty: 5990.671387
	Iteration 38Q: 3 clusters Score -2.181802e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 142229 members 
Entering Unmasked Estep 
Score: -21818250.000000 Penalty: 5990.671387
	Iteration 39Q: 3 clusters Score -2.181825e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 143516 members 
Entering Unmasked Estep 
Score: -21818592.000000 Penalty: 5990.671387
	Iteration 40F: 3 clusters Score -2.181859e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 144817 members 
Entering Unmasked Estep 
Score: -21818860.000000 Penalty: 5990.671387
	Iteration 41Q: 3 clusters Score -2.181886e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 146118 members 
Entering Unmasked Estep 
Score: -21819250.000000 Penalty: 5990.671387
	Iteration 42Q: 3 clusters Score -2.181925e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -21819454.000000 Penalty: 5990.671387
	Iteration 43Q: 3 clusters Score -2.181945e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 148681 members 
Entering Unmasked Estep 
Score: -21819854.000000 Penalty: 5990.671387
	Iteration 44Q: 3 clusters Score -2.181985e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 149934 members 
Entering Unmasked Estep 
Score: -21820060.000000 Penalty: 5990.671387
	Iteration 45Q: 3 clusters Score -2.182006e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -21820238.000000 Penalty: 5990.671387
	Iteration 46Q: 3 clusters Score -2.182024e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -21820516.000000 Penalty: 5990.671387
	Iteration 47Q: 3 clusters Score -2.182052e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 153623 members 
Entering Unmasked Estep 
Score: -21820686.000000 Penalty: 5990.671387
	Iteration 48Q: 3 clusters Score -2.182069e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -21820964.000000 Penalty: 5990.671387
	Iteration 49Q: 3 clusters Score -2.182096e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 155952 members 
Entering Unmasked Estep 
Score: -21821124.000000 Penalty: 5990.671387
	Iteration 50Q: 3 clusters Score -2.182112e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -21821254.000000 Penalty: 5990.671387
	Iteration 51Q: 3 clusters Score -2.182125e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -21821372.000000 Penalty: 5990.671387
	Iteration 52Q: 3 clusters Score -2.182137e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 158935 members 
Entering Unmasked Estep 
Score: -21821558.000000 Penalty: 5990.671387
	Iteration 53Q: 3 clusters Score -2.182156e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -21821714.000000 Penalty: 5990.671387
	Iteration 54Q: 3 clusters Score -2.182171e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 160772 members 
Entering Unmasked Estep 
Score: -21821980.000000 Penalty: 5990.671387
	Iteration 55Q: 3 clusters Score -2.182198e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -21822128.000000 Penalty: 5990.671387
	Iteration 56Q: 3 clusters Score -2.182213e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 162499 members 
Entering Unmasked Estep 
Score: -21822218.000000 Penalty: 5990.671387
	Iteration 57Q: 3 clusters Score -2.182222e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -21822264.000000 Penalty: 5990.671387
	Iteration 58Q: 3 clusters Score -2.182226e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -21822372.000000 Penalty: 5990.671387
	Iteration 59Q: 3 clusters Score -2.182237e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -21822452.000000 Penalty: 5990.671387
	Iteration 60F: 3 clusters Score -2.182245e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 165247 members 
Entering Unmasked Estep 
Score: -21822642.000000 Penalty: 5990.671387
	Iteration 61Q: 3 clusters Score -2.182264e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 165854 members 
Entering Unmasked Estep 
Score: -21822728.000000 Penalty: 5990.671387
	Iteration 62Q: 3 clusters Score -2.182273e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -21822816.000000 Penalty: 5990.671387
	Iteration 63Q: 3 clusters Score -2.182282e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -21822910.000000 Penalty: 5990.671387
	Iteration 64Q: 3 clusters Score -2.182291e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 167517 members 
Entering Unmasked Estep 
Score: -21822916.000000 Penalty: 5990.671387
	Iteration 65Q: 3 clusters Score -2.182292e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -21823000.000000 Penalty: 5990.671387
	Iteration 66Q: 3 clusters Score -2.1823e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -21822982.000000 Penalty: 5990.671387
	Iteration 67Q: 3 clusters Score -2.182298e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
Score: -21822986.000000 Penalty: 5990.671387
	Iteration 68Q: 3 clusters Score -2.182299e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 169044 members 
Entering Unmasked Estep 
Score: -21823010.000000 Penalty: 5990.671387
	Iteration 69Q: 3 clusters Score -2.182301e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 169361 members 
Entering Unmasked Estep 
Score: -21823034.000000 Penalty: 5990.671387
	Iteration 70Q: 3 clusters Score -2.182303e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 169642 members 
Entering Unmasked Estep 
Score: -21823074.000000 Penalty: 5990.671387
	Iteration 71Q: 3 clusters Score -2.182307e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 169910 members 
Entering Unmasked Estep 
Score: -21823030.000000 Penalty: 5990.671387
	Iteration 72Q: 3 clusters Score -2.182303e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -21823032.000000 Penalty: 5990.671387
	Iteration 73Q: 3 clusters Score -2.182303e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 170350 members 
Entering Unmasked Estep 
Score: -21823096.000000 Penalty: 5990.671387
	Iteration 74Q: 3 clusters Score -2.18231e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 170532 members 
Entering Unmasked Estep 
Score: -21823138.000000 Penalty: 5990.671387
	Iteration 75Q: 3 clusters Score -2.182314e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 170694 members 
Entering Unmasked Estep 
Score: -21823120.000000 Penalty: 5990.671387
	Iteration 76Q: 3 clusters Score -2.182312e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 170843 members 
Entering Unmasked Estep 
Score: -21823128.000000 Penalty: 5990.671387
	Iteration 77Q: 3 clusters Score -2.182313e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -21823132.000000 Penalty: 5990.671387
	Iteration 78Q: 3 clusters Score -2.182313e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -21823106.000000 Penalty: 5990.671387
	Iteration 79Q: 3 clusters Score -2.182311e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 171275 members 
Entering Unmasked Estep 
Score: -21823118.000000 Penalty: 5990.671387
	Iteration 80F: 3 clusters Score -2.182312e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -21823116.000000 Penalty: 5990.671387
	Iteration 81Q: 3 clusters Score -2.182312e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -21823116.000000 Penalty: 5990.671387
	Iteration 82Q: 3 clusters Score -2.182312e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -21823152.000000 Penalty: 5990.671387
	Iteration 83Q: 3 clusters Score -2.182315e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 171697 members 
Entering Unmasked Estep 
Score: -21823126.000000 Penalty: 5990.671387
	Iteration 84Q: 3 clusters Score -2.182313e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 171768 members 
Entering Unmasked Estep 
Score: -21823120.000000 Penalty: 5990.671387
	Iteration 85Q: 3 clusters Score -2.182312e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -21823114.000000 Penalty: 5990.671387
	Iteration 86Q: 3 clusters Score -2.182311e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 171896 members 
Entering Unmasked Estep 
Score: -21823102.000000 Penalty: 5990.671387
	Iteration 87Q: 3 clusters Score -2.18231e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 171967 members 
Entering Unmasked Estep 
Score: -21823144.000000 Penalty: 5990.671387
	Iteration 88Q: 3 clusters Score -2.182314e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -21823168.000000 Penalty: 5990.671387
	Iteration 89Q: 3 clusters Score -2.182317e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -21823186.000000 Penalty: 5990.671387
	Iteration 90Q: 3 clusters Score -2.182319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 172119 members 
Entering Unmasked Estep 
Score: -21823192.000000 Penalty: 5990.671387
	Iteration 91Q: 3 clusters Score -2.182319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 172157 members 
Entering Unmasked Estep 
Score: -21823180.000000 Penalty: 5990.671387
	Iteration 92Q: 3 clusters Score -2.182318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 172182 members 
Entering Unmasked Estep 
Score: -21823196.000000 Penalty: 5990.671387
	Iteration 93Q: 3 clusters Score -2.18232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 172204 members 
Entering Unmasked Estep 
Score: -21823198.000000 Penalty: 5990.671387
	Iteration 94Q: 3 clusters Score -2.18232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -21823198.000000 Penalty: 5990.671387
	Iteration 95Q: 3 clusters Score -2.18232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 172225 members 
Entering Unmasked Estep 
Score: -21823202.000000 Penalty: 5990.671387
	Iteration 96Q: 3 clusters Score -2.18232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 172240 members 
Entering Unmasked Estep 
Score: -21823200.000000 Penalty: 5990.671387
	Iteration 97Q: 3 clusters Score -2.18232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 172252 members 
Entering Unmasked Estep 
Score: -21823206.000000 Penalty: 5990.671387
	Iteration 98Q: 3 clusters Score -2.182321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 172265 members 
Entering Unmasked Estep 
Score: -21823210.000000 Penalty: 5990.671387
	Iteration 99Q: 3 clusters Score -2.182321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -21823212.000000 Penalty: 5990.671387
	Iteration 100F: 3 clusters Score -2.182321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 172288 members 
Entering Unmasked Estep 
Score: -21823210.000000 Penalty: 5990.671387
	Iteration 101Q: 3 clusters Score -2.182321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 172297 members 
Entering Unmasked Estep 
Score: -21823214.000000 Penalty: 5990.671387
	Iteration 102Q: 3 clusters Score -2.182321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 172314 members 
Entering Unmasked Estep 
Score: -21823214.000000 Penalty: 5990.671387
	Iteration 103Q: 3 clusters Score -2.182321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 172327 members 
Entering Unmasked Estep 
Score: -21823204.000000 Penalty: 5990.671387
	Iteration 104Q: 3 clusters Score -2.18232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 172342 members 
Entering Unmasked Estep 
Score: -21823194.000000 Penalty: 5990.671387
	Iteration 105Q: 3 clusters Score -2.182319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 172356 members 
Entering Unmasked Estep 
Score: -21823180.000000 Penalty: 5990.671387
	Iteration 106Q: 3 clusters Score -2.182318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -21823176.000000 Penalty: 5990.671387
	Iteration 107Q: 3 clusters Score -2.182318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 172374 members 
Entering Unmasked Estep 
Score: -21823190.000000 Penalty: 5990.671387
	Iteration 108Q: 3 clusters Score -2.182319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 172384 members 
Entering Unmasked Estep 
Score: -21823176.000000 Penalty: 5990.671387
	Iteration 109Q: 3 clusters Score -2.182318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 172390 members 
Entering Unmasked Estep 
Score: -21823176.000000 Penalty: 5990.671387
	Iteration 110Q: 3 clusters Score -2.182318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 172397 members 
Entering Unmasked Estep 
Score: -21823168.000000 Penalty: 5990.671387
	Iteration 111Q: 3 clusters Score -2.182317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 172413 members 
Entering Unmasked Estep 
Score: -21823154.000000 Penalty: 5990.671387
	Iteration 112Q: 3 clusters Score -2.182315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 172438 members 
Entering Unmasked Estep 
Score: -21823168.000000 Penalty: 5990.671387
	Iteration 113Q: 3 clusters Score -2.182317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 172452 members 
Entering Unmasked Estep 
Score: -21823170.000000 Penalty: 5990.671387
	Iteration 114Q: 3 clusters Score -2.182317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -21823160.000000 Penalty: 5990.671387
	Iteration 115Q: 3 clusters Score -2.182316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -21823176.000000 Penalty: 5990.671387
	Iteration 116Q: 3 clusters Score -2.182318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 172498 members 
Entering Unmasked Estep 
Score: -21823166.000000 Penalty: 5990.671387
	Iteration 117Q: 3 clusters Score -2.182317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 172521 members 
Entering Unmasked Estep 
Score: -21823192.000000 Penalty: 5990.671387
	Iteration 118Q: 3 clusters Score -2.182319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -21823198.000000 Penalty: 5990.671387
	Iteration 119Q: 3 clusters Score -2.18232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 172591 members 
Entering Unmasked Estep 
Score: -21823188.000000 Penalty: 5990.671387
	Iteration 120F: 3 clusters Score -2.182319e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -21823196.000000 Penalty: 5990.671387
	Iteration 121Q: 3 clusters Score -2.18232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -21823194.000000 Penalty: 5990.671387
	Iteration 122Q: 3 clusters Score -2.182319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 172667 members 
Entering Unmasked Estep 
Score: -21823184.000000 Penalty: 5990.671387
	Iteration 123Q: 3 clusters Score -2.182318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 172688 members 
Entering Unmasked Estep 
Score: -21823190.000000 Penalty: 5990.671387
	Iteration 124Q: 3 clusters Score -2.182319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 172709 members 
Entering Unmasked Estep 
Score: -21823204.000000 Penalty: 5990.671387
	Iteration 125Q: 3 clusters Score -2.18232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -21823198.000000 Penalty: 5990.671387
	Iteration 126Q: 3 clusters Score -2.18232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -21823198.000000 Penalty: 5990.671387
	Iteration 127Q: 3 clusters Score -2.18232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 172770 members 
Entering Unmasked Estep 
Score: -21823194.000000 Penalty: 5990.671387
	Iteration 128Q: 3 clusters Score -2.182319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 172785 members 
Entering Unmasked Estep 
Score: -21823206.000000 Penalty: 5990.671387
	Iteration 129Q: 3 clusters Score -2.182321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 172798 members 
Entering Unmasked Estep 
Score: -21823216.000000 Penalty: 5990.671387
	Iteration 130Q: 3 clusters Score -2.182322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 172809 members 
Entering Unmasked Estep 
Score: -21823208.000000 Penalty: 5990.671387
	Iteration 131Q: 3 clusters Score -2.182321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 172824 members 
Entering Unmasked Estep 
Score: -21823218.000000 Penalty: 5990.671387
	Iteration 132Q: 3 clusters Score -2.182322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 172836 members 
Entering Unmasked Estep 
Score: -21823208.000000 Penalty: 5990.671387
	Iteration 133Q: 3 clusters Score -2.182321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 172847 members 
Entering Unmasked Estep 
Score: -21823188.000000 Penalty: 5990.671387
	Iteration 134Q: 3 clusters Score -2.182319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 172856 members 
Entering Unmasked Estep 
Score: -21823190.000000 Penalty: 5990.671387
	Iteration 135Q: 3 clusters Score -2.182319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 172869 members 
Entering Unmasked Estep 
Score: -21823202.000000 Penalty: 5990.671387
	Iteration 136Q: 3 clusters Score -2.18232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -21823188.000000 Penalty: 5990.671387
	Iteration 137Q: 3 clusters Score -2.182319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -21823194.000000 Penalty: 5990.671387
	Iteration 138Q: 3 clusters Score -2.182319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -21823192.000000 Penalty: 5990.671387
	Iteration 139Q: 3 clusters Score -2.182319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -21823200.000000 Penalty: 5990.671387
	Iteration 140F: 3 clusters Score -2.18232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -21823190.000000 Penalty: 5990.671387
	Iteration 141Q: 3 clusters Score -2.182319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 172915 members 
Entering Unmasked Estep 
Score: -21823204.000000 Penalty: 5990.671387
	Iteration 142Q: 3 clusters Score -2.18232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 172920 members 
Entering Unmasked Estep 
Score: -21823202.000000 Penalty: 5990.671387
	Iteration 143Q: 3 clusters Score -2.18232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 172920 members 
Entering Unmasked Estep 
Score: -21823202.000000 Penalty: 5990.671387
	Iteration 144F: 3 clusters Score -2.18232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Entering Unmasked Estep 
Score: -1900019.125000 Penalty: 2391.455566
	Iteration 0F: 2 clusters Score -1900019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1888974.750000 Penalty: 4782.911133
	Iteration 0F: 3 clusters Score -1888975 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1892422.875000 Penalty: 4782.911133
	Iteration 1F: 3 clusters Score -1892423 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1892762.000000 Penalty: 4782.911133
	Iteration 2F: 3 clusters Score -1892762 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1893046.625000 Penalty: 4782.911133
	Iteration 3Q: 3 clusters Score -1893047 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1893315.375000 Penalty: 4782.911133
	Iteration 4Q: 3 clusters Score -1893315 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1893624.375000 Penalty: 4782.911133
	Iteration 5Q: 3 clusters Score -1893624 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1894006.500000 Penalty: 4782.911133
	Iteration 6Q: 3 clusters Score -1894006 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1894500.375000 Penalty: 4782.911133
	Iteration 7F: 3 clusters Score -1894500 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1895093.750000 Penalty: 4782.911133
	Iteration 8F: 3 clusters Score -1895094 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1895808.750000 Penalty: 4782.911133
	Iteration 9F: 3 clusters Score -1895809 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1896445.750000 Penalty: 4782.911133
	Iteration 10F: 3 clusters Score -1896446 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1897002.375000 Penalty: 4782.911133
	Iteration 11Q: 3 clusters Score -1897002 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1897377.750000 Penalty: 4782.911133
	Iteration 12Q: 3 clusters Score -1897378 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1897622.750000 Penalty: 4782.911133
	Iteration 13Q: 3 clusters Score -1897623 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1897783.250000 Penalty: 4782.911133
	Iteration 14Q: 3 clusters Score -1897783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1897873.250000 Penalty: 4782.911133
	Iteration 15Q: 3 clusters Score -1897873 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1897940.000000 Penalty: 4782.911133
	Iteration 16Q: 3 clusters Score -1897940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1897978.125000 Penalty: 4782.911133
	Iteration 17Q: 3 clusters Score -1897978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1898003.750000 Penalty: 4782.911133
	Iteration 18Q: 3 clusters Score -1898004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1898022.875000 Penalty: 4782.911133
	Iteration 19Q: 3 clusters Score -1898023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1898039.375000 Penalty: 4782.911133
	Iteration 20F: 3 clusters Score -1898039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1898048.750000 Penalty: 4782.911133
	Iteration 21Q: 3 clusters Score -1898049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1898049.500000 Penalty: 4782.911133
	Iteration 22Q: 3 clusters Score -1898050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1898050.125000 Penalty: 4782.911133
	Iteration 23Q: 3 clusters Score -1898050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1898049.250000 Penalty: 4782.911133
	Iteration 24Q: 3 clusters Score -1898049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1898050.500000 Penalty: 4782.911133
	Iteration 25Q: 3 clusters Score -1898050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1898053.750000 Penalty: 4782.911133
	Iteration 26Q: 3 clusters Score -1898054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1898053.750000 Penalty: 4782.911133
	Iteration 27Q: 3 clusters Score -1898054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1898055.500000 Penalty: 4782.911133
	Iteration 28Q: 3 clusters Score -1898056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1898055.500000 Penalty: 4782.911133
	Iteration 29F: 3 clusters Score -1898056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -136594.500000 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -136594.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134474.859375 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -134474.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134802.562500 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -134802.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134969.796875 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -134969.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135062.046875 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -135062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135121.234375 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -135121.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135165.937500 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -135165.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135204.796875 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -135204.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135262.390625 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -135262.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135315.515625 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -135315.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -135415.203125 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -135415.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135561.203125 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -135561.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135802.406250 Penalty: 3540.090088
	Iteration 11F: 3 clusters Score -135802.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136097.578125 Penalty: 3540.090088
	Iteration 12F: 3 clusters Score -136097.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -136473.859375 Penalty: 3540.090088
	Iteration 13F: 3 clusters Score -136473.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136647.109375 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -136647.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136794.312500 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -136794.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136882.531250 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -136882.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136905.328125 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -136905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136915.718750 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -136915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136916.796875 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -136916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136916.796875 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -136916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21275 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 7226 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55242 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15413 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Mstep: Class 30 contains 544 members 
Entering Unmasked Estep 
Score: -124248448.000000 Penalty: 103047.937500
Splitting cluster 21 changes total score from -124249864.000000 to -124248448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (44738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Entering Unmasked Estep 
Score: -5287372.000000 Penalty: 2655.727295
	Iteration 0F: 2 clusters Score -5287372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5257011.500000 Penalty: 5311.454590
	Iteration 0F: 3 clusters Score -5257012 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -5268402.500000 Penalty: 5311.454590
	Iteration 1F: 3 clusters Score -5268402 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -5268855.500000 Penalty: 5311.454590
	Iteration 2Q: 3 clusters Score -5268856 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -5269338.000000 Penalty: 5311.454590
	Iteration 3Q: 3 clusters Score -5269338 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -5269856.000000 Penalty: 5311.454590
	Iteration 4Q: 3 clusters Score -5269856 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -5270443.000000 Penalty: 5311.454590
	Iteration 5Q: 3 clusters Score -5270443 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -5271199.000000 Penalty: 5311.454590
	Iteration 6Q: 3 clusters Score -5271199 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -5272344.500000 Penalty: 5311.454590
	Iteration 7Q: 3 clusters Score -5272344 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5274168.000000 Penalty: 5311.454590
	Iteration 8F: 3 clusters Score -5274168 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5276787.000000 Penalty: 5311.454590
	Iteration 9F: 3 clusters Score -5276787 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5279935.500000 Penalty: 5311.454590
	Iteration 10F: 3 clusters Score -5279936 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -5282636.000000 Penalty: 5311.454590
	Iteration 11F: 3 clusters Score -5282636 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5284203.000000 Penalty: 5311.454590
	Iteration 12Q: 3 clusters Score -5284203 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -5285123.500000 Penalty: 5311.454590
	Iteration 13Q: 3 clusters Score -5285124 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -5285779.000000 Penalty: 5311.454590
	Iteration 14Q: 3 clusters Score -5285779 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -5286100.000000 Penalty: 5311.454590
	Iteration 15Q: 3 clusters Score -5286100 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5286262.000000 Penalty: 5311.454590
	Iteration 16Q: 3 clusters Score -5286262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -5286341.000000 Penalty: 5311.454590
	Iteration 17Q: 3 clusters Score -5286341 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5286419.000000 Penalty: 5311.454590
	Iteration 18Q: 3 clusters Score -5286419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -5286451.000000 Penalty: 5311.454590
	Iteration 19Q: 3 clusters Score -5286451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -5286476.000000 Penalty: 5311.454590
	Iteration 20F: 3 clusters Score -5286476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5286480.500000 Penalty: 5311.454590
	Iteration 21Q: 3 clusters Score -5286480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -5286499.000000 Penalty: 5311.454590
	Iteration 22Q: 3 clusters Score -5286499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5286520.000000 Penalty: 5311.454590
	Iteration 23Q: 3 clusters Score -5286520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5286542.500000 Penalty: 5311.454590
	Iteration 24Q: 3 clusters Score -5286542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5286553.000000 Penalty: 5311.454590
	Iteration 25Q: 3 clusters Score -5286553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -5286558.500000 Penalty: 5311.454590
	Iteration 26Q: 3 clusters Score -5286558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -5286562.500000 Penalty: 5311.454590
	Iteration 27Q: 3 clusters Score -5286562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5286568.500000 Penalty: 5311.454590
	Iteration 28Q: 3 clusters Score -5286568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5286569.000000 Penalty: 5311.454590
	Iteration 29Q: 3 clusters Score -5286569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5286571.500000 Penalty: 5311.454590
	Iteration 30Q: 3 clusters Score -5286572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5286574.000000 Penalty: 5311.454590
	Iteration 31Q: 3 clusters Score -5286574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5286576.000000 Penalty: 5311.454590
	Iteration 32Q: 3 clusters Score -5286576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5286593.000000 Penalty: 5311.454590
	Iteration 33Q: 3 clusters Score -5286593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5286589.000000 Penalty: 5311.454590
	Iteration 34Q: 3 clusters Score -5286589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -5286592.000000 Penalty: 5311.454590
	Iteration 35Q: 3 clusters Score -5286592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5286588.000000 Penalty: 5311.454590
	Iteration 36Q: 3 clusters Score -5286588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5286590.500000 Penalty: 5311.454590
	Iteration 37Q: 3 clusters Score -5286590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -5286601.500000 Penalty: 5311.454590
	Iteration 38Q: 3 clusters Score -5286602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -5286602.500000 Penalty: 5311.454590
	Iteration 39Q: 3 clusters Score -5286602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5286604.500000 Penalty: 5311.454590
	Iteration 40F: 3 clusters Score -5286604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5286598.500000 Penalty: 5311.454590
	Iteration 41Q: 3 clusters Score -5286598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5286594.000000 Penalty: 5311.454590
	Iteration 42Q: 3 clusters Score -5286594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5286601.500000 Penalty: 5311.454590
	Iteration 43Q: 3 clusters Score -5286602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5286603.500000 Penalty: 5311.454590
	Iteration 44Q: 3 clusters Score -5286604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5286607.500000 Penalty: 5311.454590
	Iteration 45Q: 3 clusters Score -5286608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5286608.500000 Penalty: 5311.454590
	Iteration 46Q: 3 clusters Score -5286608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5286614.000000 Penalty: 5311.454590
	Iteration 47Q: 3 clusters Score -5286614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5286624.500000 Penalty: 5311.454590
	Iteration 48Q: 3 clusters Score -5286624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5286622.500000 Penalty: 5311.454590
	Iteration 49Q: 3 clusters Score -5286622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5286623.500000 Penalty: 5311.454590
	Iteration 50Q: 3 clusters Score -5286624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5286621.000000 Penalty: 5311.454590
	Iteration 51Q: 3 clusters Score -5286621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5286623.000000 Penalty: 5311.454590
	Iteration 52Q: 3 clusters Score -5286623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -5286624.000000 Penalty: 5311.454590
	Iteration 53Q: 3 clusters Score -5286624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5286627.500000 Penalty: 5311.454590
	Iteration 54Q: 3 clusters Score -5286628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5286629.500000 Penalty: 5311.454590
	Iteration 55Q: 3 clusters Score -5286630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5286624.500000 Penalty: 5311.454590
	Iteration 56Q: 3 clusters Score -5286624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5286620.500000 Penalty: 5311.454590
	Iteration 57Q: 3 clusters Score -5286620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5286627.500000 Penalty: 5311.454590
	Iteration 58Q: 3 clusters Score -5286628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5286627.000000 Penalty: 5311.454590
	Iteration 59Q: 3 clusters Score -5286627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5286628.500000 Penalty: 5311.454590
	Iteration 60F: 3 clusters Score -5286628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5286629.000000 Penalty: 5311.454590
	Iteration 61Q: 3 clusters Score -5286629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5286629.000000 Penalty: 5311.454590
	Iteration 62F: 3 clusters Score -5286629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Entering Unmasked Estep 
Score: -821222.437500 Penalty: 2187.020264
	Iteration 0F: 2 clusters Score -821222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -815567.875000 Penalty: 4374.040527
	Iteration 0F: 3 clusters Score -815567.9 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -816988.750000 Penalty: 4374.040527
	Iteration 1F: 3 clusters Score -816988.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -817205.812500 Penalty: 4374.040527
	Iteration 2F: 3 clusters Score -817205.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -817353.062500 Penalty: 4374.040527
	Iteration 3Q: 3 clusters Score -817353.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -817465.062500 Penalty: 4374.040527
	Iteration 4Q: 3 clusters Score -817465.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -817562.312500 Penalty: 4374.040527
	Iteration 5Q: 3 clusters Score -817562.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -817627.125000 Penalty: 4374.040527
	Iteration 6Q: 3 clusters Score -817627.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -817684.062500 Penalty: 4374.040527
	Iteration 7Q: 3 clusters Score -817684.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -817722.750000 Penalty: 4374.040527
	Iteration 8Q: 3 clusters Score -817722.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -817763.687500 Penalty: 4374.040527
	Iteration 9Q: 3 clusters Score -817763.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -817802.687500 Penalty: 4374.040527
	Iteration 10Q: 3 clusters Score -817802.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -817849.437500 Penalty: 4374.040527
	Iteration 11Q: 3 clusters Score -817849.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -817894.312500 Penalty: 4374.040527
	Iteration 12Q: 3 clusters Score -817894.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -817952.812500 Penalty: 4374.040527
	Iteration 13Q: 3 clusters Score -817952.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -818027.375000 Penalty: 4374.040527
	Iteration 14Q: 3 clusters Score -818027.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -818108.125000 Penalty: 4374.040527
	Iteration 15Q: 3 clusters Score -818108.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -818200.625000 Penalty: 4374.040527
	Iteration 16Q: 3 clusters Score -818200.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -818301.062500 Penalty: 4374.040527
	Iteration 17Q: 3 clusters Score -818301.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -818407.875000 Penalty: 4374.040527
	Iteration 18Q: 3 clusters Score -818407.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -818522.625000 Penalty: 4374.040527
	Iteration 19Q: 3 clusters Score -818522.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -818642.062500 Penalty: 4374.040527
	Iteration 20F: 3 clusters Score -818642.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -818770.125000 Penalty: 4374.040527
	Iteration 21Q: 3 clusters Score -818770.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -818871.437500 Penalty: 4374.040527
	Iteration 22Q: 3 clusters Score -818871.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -818938.562500 Penalty: 4374.040527
	Iteration 23Q: 3 clusters Score -818938.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -818987.625000 Penalty: 4374.040527
	Iteration 24Q: 3 clusters Score -818987.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -819031.437500 Penalty: 4374.040527
	Iteration 25Q: 3 clusters Score -819031.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -819075.875000 Penalty: 4374.040527
	Iteration 26Q: 3 clusters Score -819075.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -819108.687500 Penalty: 4374.040527
	Iteration 27Q: 3 clusters Score -819108.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -819148.375000 Penalty: 4374.040527
	Iteration 28Q: 3 clusters Score -819148.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -819194.125000 Penalty: 4374.040527
	Iteration 29Q: 3 clusters Score -819194.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -819239.687500 Penalty: 4374.040527
	Iteration 30Q: 3 clusters Score -819239.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -819286.875000 Penalty: 4374.040527
	Iteration 31Q: 3 clusters Score -819286.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -819324.187500 Penalty: 4374.040527
	Iteration 32Q: 3 clusters Score -819324.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -819347.250000 Penalty: 4374.040527
	Iteration 33Q: 3 clusters Score -819347.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -819365.562500 Penalty: 4374.040527
	Iteration 34Q: 3 clusters Score -819365.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -819375.250000 Penalty: 4374.040527
	Iteration 35Q: 3 clusters Score -819375.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -819384.937500 Penalty: 4374.040527
	Iteration 36Q: 3 clusters Score -819384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -819391.250000 Penalty: 4374.040527
	Iteration 37Q: 3 clusters Score -819391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -819394.250000 Penalty: 4374.040527
	Iteration 38Q: 3 clusters Score -819394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -819397.250000 Penalty: 4374.040527
	Iteration 39Q: 3 clusters Score -819397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -819401.562500 Penalty: 4374.040527
	Iteration 40F: 3 clusters Score -819401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -819401.875000 Penalty: 4374.040527
	Iteration 41Q: 3 clusters Score -819401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -819402.812500 Penalty: 4374.040527
	Iteration 42Q: 3 clusters Score -819402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -819404.812500 Penalty: 4374.040527
	Iteration 43Q: 3 clusters Score -819404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -819404.812500 Penalty: 4374.040527
	Iteration 44F: 3 clusters Score -819404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -403671.406250 Penalty: 2028.232788
	Iteration 0F: 2 clusters Score -403671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -400099.968750 Penalty: 4056.465576
	Iteration 0F: 3 clusters Score -400100 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -401064.531250 Penalty: 4056.465576
	Iteration 1F: 3 clusters Score -401064.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -401482.937500 Penalty: 4056.465576
	Iteration 2F: 3 clusters Score -401482.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -401732.125000 Penalty: 4056.465576
	Iteration 3F: 3 clusters Score -401732.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -401882.125000 Penalty: 4056.465576
	Iteration 4F: 3 clusters Score -401882.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -401980.937500 Penalty: 4056.465576
	Iteration 5Q: 3 clusters Score -401980.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -402054.281250 Penalty: 4056.465576
	Iteration 6Q: 3 clusters Score -402054.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -402110.062500 Penalty: 4056.465576
	Iteration 7Q: 3 clusters Score -402110.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -402147.250000 Penalty: 4056.465576
	Iteration 8Q: 3 clusters Score -402147.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -402187.218750 Penalty: 4056.465576
	Iteration 9Q: 3 clusters Score -402187.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -402223.687500 Penalty: 4056.465576
	Iteration 10Q: 3 clusters Score -402223.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -402246.781250 Penalty: 4056.465576
	Iteration 11Q: 3 clusters Score -402246.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402268.250000 Penalty: 4056.465576
	Iteration 12Q: 3 clusters Score -402268.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402285.875000 Penalty: 4056.465576
	Iteration 13Q: 3 clusters Score -402285.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -402299.000000 Penalty: 4056.465576
	Iteration 14Q: 3 clusters Score -402299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -402304.406250 Penalty: 4056.465576
	Iteration 15Q: 3 clusters Score -402304.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -402313.250000 Penalty: 4056.465576
	Iteration 16Q: 3 clusters Score -402313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -402320.281250 Penalty: 4056.465576
	Iteration 17Q: 3 clusters Score -402320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -402327.875000 Penalty: 4056.465576
	Iteration 18Q: 3 clusters Score -402327.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402340.125000 Penalty: 4056.465576
	Iteration 19Q: 3 clusters Score -402340.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -402353.156250 Penalty: 4056.465576
	Iteration 20F: 3 clusters Score -402353.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -402360.718750 Penalty: 4056.465576
	Iteration 21Q: 3 clusters Score -402360.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -402363.437500 Penalty: 4056.465576
	Iteration 22Q: 3 clusters Score -402363.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -402366.500000 Penalty: 4056.465576
	Iteration 23Q: 3 clusters Score -402366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -402370.218750 Penalty: 4056.465576
	Iteration 24Q: 3 clusters Score -402370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -402372.000000 Penalty: 4056.465576
	Iteration 25Q: 3 clusters Score -402372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -402374.625000 Penalty: 4056.465576
	Iteration 26Q: 3 clusters Score -402374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -402375.125000 Penalty: 4056.465576
	Iteration 27Q: 3 clusters Score -402375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -402375.968750 Penalty: 4056.465576
	Iteration 28Q: 3 clusters Score -402376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402377.062500 Penalty: 4056.465576
	Iteration 29Q: 3 clusters Score -402377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -402377.187500 Penalty: 4056.465576
	Iteration 30Q: 3 clusters Score -402377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -402377.375000 Penalty: 4056.465576
	Iteration 31Q: 3 clusters Score -402377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402377.593750 Penalty: 4056.465576
	Iteration 32Q: 3 clusters Score -402377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402379.062500 Penalty: 4056.465576
	Iteration 33Q: 3 clusters Score -402379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -402379.750000 Penalty: 4056.465576
	Iteration 34Q: 3 clusters Score -402379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402381.843750 Penalty: 4056.465576
	Iteration 35Q: 3 clusters Score -402381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -402383.031250 Penalty: 4056.465576
	Iteration 36Q: 3 clusters Score -402383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -402384.593750 Penalty: 4056.465576
	Iteration 37Q: 3 clusters Score -402384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -402386.437500 Penalty: 4056.465576
	Iteration 38Q: 3 clusters Score -402386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -402388.093750 Penalty: 4056.465576
	Iteration 39Q: 3 clusters Score -402388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402390.781250 Penalty: 4056.465576
	Iteration 40F: 3 clusters Score -402390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -402391.562500 Penalty: 4056.465576
	Iteration 41Q: 3 clusters Score -402391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -402392.031250 Penalty: 4056.465576
	Iteration 42Q: 3 clusters Score -402392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402393.625000 Penalty: 4056.465576
	Iteration 43Q: 3 clusters Score -402393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -402395.000000 Penalty: 4056.465576
	Iteration 44Q: 3 clusters Score -402395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -402395.437500 Penalty: 4056.465576
	Iteration 45Q: 3 clusters Score -402395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402396.281250 Penalty: 4056.465576
	Iteration 46Q: 3 clusters Score -402396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402396.281250 Penalty: 4056.465576
	Iteration 47Q: 3 clusters Score -402396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402396.281250 Penalty: 4056.465576
	Iteration 48F: 3 clusters Score -402396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -635333.625000 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -635333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -630764.187500 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -630764.2 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -631903.937500 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -631903.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -632144.875000 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -632144.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -632291.187500 Penalty: 4248.254883
	Iteration 3F: 3 clusters Score -632291.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -632402.375000 Penalty: 4248.254883
	Iteration 4Q: 3 clusters Score -632402.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -632493.062500 Penalty: 4248.254883
	Iteration 5Q: 3 clusters Score -632493.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -632596.562500 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -632596.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -632687.750000 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -632687.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -632760.062500 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -632760.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -632825.375000 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -632825.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -632874.562500 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -632874.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -632918.000000 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -632918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -632964.500000 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -632964.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -632997.500000 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -632997.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -633040.062500 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -633040.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -633081.875000 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -633081.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -633113.750000 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -633113.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -633142.187500 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -633142.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -633163.187500 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -633163.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -633183.625000 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -633183.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -633200.875000 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -633200.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -633213.000000 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -633213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -633223.687500 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -633223.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -633236.375000 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -633236.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -633246.500000 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -633246.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -633258.625000 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -633258.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -633275.000000 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -633275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -633297.375000 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -633297.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -633309.937500 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -633309.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -633320.812500 Penalty: 4248.254883
	Iteration 29Q: 3 clusters Score -633320.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -633330.750000 Penalty: 4248.254883
	Iteration 30Q: 3 clusters Score -633330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -633339.000000 Penalty: 4248.254883
	Iteration 31Q: 3 clusters Score -633339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -633346.875000 Penalty: 4248.254883
	Iteration 32Q: 3 clusters Score -633346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -633353.750000 Penalty: 4248.254883
	Iteration 33Q: 3 clusters Score -633353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -633360.437500 Penalty: 4248.254883
	Iteration 34Q: 3 clusters Score -633360.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -633368.375000 Penalty: 4248.254883
	Iteration 35Q: 3 clusters Score -633368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -633380.625000 Penalty: 4248.254883
	Iteration 36Q: 3 clusters Score -633380.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -633390.125000 Penalty: 4248.254883
	Iteration 37Q: 3 clusters Score -633390.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -633397.250000 Penalty: 4248.254883
	Iteration 38Q: 3 clusters Score -633397.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -633407.312500 Penalty: 4248.254883
	Iteration 39Q: 3 clusters Score -633407.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -633416.937500 Penalty: 4248.254883
	Iteration 40F: 3 clusters Score -633416.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -633424.125000 Penalty: 4248.254883
	Iteration 41Q: 3 clusters Score -633424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -633430.875000 Penalty: 4248.254883
	Iteration 42Q: 3 clusters Score -633430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -633432.625000 Penalty: 4248.254883
	Iteration 43Q: 3 clusters Score -633432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -633434.750000 Penalty: 4248.254883
	Iteration 44Q: 3 clusters Score -633434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -633437.375000 Penalty: 4248.254883
	Iteration 45Q: 3 clusters Score -633437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -633439.437500 Penalty: 4248.254883
	Iteration 46Q: 3 clusters Score -633439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -633440.937500 Penalty: 4248.254883
	Iteration 47Q: 3 clusters Score -633440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -633439.687500 Penalty: 4248.254883
	Iteration 48Q: 3 clusters Score -633439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -633439.687500 Penalty: 4248.254883
	Iteration 49F: 3 clusters Score -633439.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1233466.375000 Penalty: 2286.386475
	Iteration 0F: 2 clusters Score -1233466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1225649.875000 Penalty: 4572.772949
	Iteration 0F: 3 clusters Score -1225650 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1227889.375000 Penalty: 4572.772949
	Iteration 1F: 3 clusters Score -1227889 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1228181.875000 Penalty: 4572.772949
	Iteration 2F: 3 clusters Score -1228182 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1228384.125000 Penalty: 4572.772949
	Iteration 3Q: 3 clusters Score -1228384 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1228558.000000 Penalty: 4572.772949
	Iteration 4Q: 3 clusters Score -1228558 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1228766.500000 Penalty: 4572.772949
	Iteration 5Q: 3 clusters Score -1228766 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1228978.500000 Penalty: 4572.772949
	Iteration 6Q: 3 clusters Score -1228978 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1229243.625000 Penalty: 4572.772949
	Iteration 7Q: 3 clusters Score -1229244 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1229549.000000 Penalty: 4572.772949
	Iteration 8F: 3 clusters Score -1229549 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1229914.000000 Penalty: 4572.772949
	Iteration 9F: 3 clusters Score -1229914 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1230257.625000 Penalty: 4572.772949
	Iteration 10F: 3 clusters Score -1230258 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1230579.875000 Penalty: 4572.772949
	Iteration 11Q: 3 clusters Score -1230580 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1230857.500000 Penalty: 4572.772949
	Iteration 12Q: 3 clusters Score -1230858 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1231085.250000 Penalty: 4572.772949
	Iteration 13Q: 3 clusters Score -1231085 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1231277.625000 Penalty: 4572.772949
	Iteration 14Q: 3 clusters Score -1231278 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1231420.250000 Penalty: 4572.772949
	Iteration 15Q: 3 clusters Score -1231420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1231515.000000 Penalty: 4572.772949
	Iteration 16Q: 3 clusters Score -1231515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1231580.750000 Penalty: 4572.772949
	Iteration 17Q: 3 clusters Score -1231581 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1231629.375000 Penalty: 4572.772949
	Iteration 18Q: 3 clusters Score -1231629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1231669.125000 Penalty: 4572.772949
	Iteration 19Q: 3 clusters Score -1231669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1231692.875000 Penalty: 4572.772949
	Iteration 20F: 3 clusters Score -1231693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1231710.875000 Penalty: 4572.772949
	Iteration 21Q: 3 clusters Score -1231711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1231725.500000 Penalty: 4572.772949
	Iteration 22Q: 3 clusters Score -1231726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1231745.250000 Penalty: 4572.772949
	Iteration 23Q: 3 clusters Score -1231745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1231754.375000 Penalty: 4572.772949
	Iteration 24Q: 3 clusters Score -1231754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1231764.375000 Penalty: 4572.772949
	Iteration 25Q: 3 clusters Score -1231764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1231771.250000 Penalty: 4572.772949
	Iteration 26Q: 3 clusters Score -1231771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1231774.000000 Penalty: 4572.772949
	Iteration 27Q: 3 clusters Score -1231774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1231779.750000 Penalty: 4572.772949
	Iteration 28Q: 3 clusters Score -1231780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1231786.625000 Penalty: 4572.772949
	Iteration 29Q: 3 clusters Score -1231787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1231786.250000 Penalty: 4572.772949
	Iteration 30Q: 3 clusters Score -1231786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1231790.875000 Penalty: 4572.772949
	Iteration 31Q: 3 clusters Score -1231791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1231790.250000 Penalty: 4572.772949
	Iteration 32Q: 3 clusters Score -1231790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1231797.625000 Penalty: 4572.772949
	Iteration 33Q: 3 clusters Score -1231798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1231798.250000 Penalty: 4572.772949
	Iteration 34Q: 3 clusters Score -1231798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1231803.625000 Penalty: 4572.772949
	Iteration 35Q: 3 clusters Score -1231804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1231807.375000 Penalty: 4572.772949
	Iteration 36Q: 3 clusters Score -1231807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1231814.000000 Penalty: 4572.772949
	Iteration 37Q: 3 clusters Score -1231814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1231817.500000 Penalty: 4572.772949
	Iteration 38Q: 3 clusters Score -1231818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1231817.750000 Penalty: 4572.772949
	Iteration 39Q: 3 clusters Score -1231818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1231825.500000 Penalty: 4572.772949
	Iteration 40F: 3 clusters Score -1231826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1231834.625000 Penalty: 4572.772949
	Iteration 41Q: 3 clusters Score -1231835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1231841.250000 Penalty: 4572.772949
	Iteration 42Q: 3 clusters Score -1231841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1231843.750000 Penalty: 4572.772949
	Iteration 43Q: 3 clusters Score -1231844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1231844.750000 Penalty: 4572.772949
	Iteration 44Q: 3 clusters Score -1231845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1231844.875000 Penalty: 4572.772949
	Iteration 45Q: 3 clusters Score -1231845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1231843.000000 Penalty: 4572.772949
	Iteration 46Q: 3 clusters Score -1231843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1231845.875000 Penalty: 4572.772949
	Iteration 47Q: 3 clusters Score -1231846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1231847.750000 Penalty: 4572.772949
	Iteration 48Q: 3 clusters Score -1231848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1231848.375000 Penalty: 4572.772949
	Iteration 49Q: 3 clusters Score -1231848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1231850.250000 Penalty: 4572.772949
	Iteration 50Q: 3 clusters Score -1231850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1231847.875000 Penalty: 4572.772949
	Iteration 51Q: 3 clusters Score -1231848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1231849.000000 Penalty: 4572.772949
	Iteration 52Q: 3 clusters Score -1231849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1231850.750000 Penalty: 4572.772949
	Iteration 53Q: 3 clusters Score -1231851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1231851.500000 Penalty: 4572.772949
	Iteration 54Q: 3 clusters Score -1231852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1231851.500000 Penalty: 4572.772949
	Iteration 55F: 3 clusters Score -1231852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Entering Unmasked Estep 
Score: -3470567.500000 Penalty: 2545.400391
	Iteration 0F: 2 clusters Score -3470568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3450728.250000 Penalty: 5090.800781
	Iteration 0F: 3 clusters Score -3450728 nChanged 13017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3458085.500000 Penalty: 5090.800781
	Iteration 1F: 3 clusters Score -3458086 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3458673.500000 Penalty: 5090.800781
	Iteration 2F: 3 clusters Score -3458674 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3459236.000000 Penalty: 5090.800781
	Iteration 3Q: 3 clusters Score -3459236 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3459787.000000 Penalty: 5090.800781
	Iteration 4Q: 3 clusters Score -3459787 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3460381.250000 Penalty: 5090.800781
	Iteration 5Q: 3 clusters Score -3460381 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3461069.000000 Penalty: 5090.800781
	Iteration 6Q: 3 clusters Score -3461069 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3461819.750000 Penalty: 5090.800781
	Iteration 7Q: 3 clusters Score -3461820 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3462765.000000 Penalty: 5090.800781
	Iteration 8F: 3 clusters Score -3462765 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3463909.000000 Penalty: 5090.800781
	Iteration 9F: 3 clusters Score -3463909 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3465012.500000 Penalty: 5090.800781
	Iteration 10F: 3 clusters Score -3465012 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3465996.500000 Penalty: 5090.800781
	Iteration 11Q: 3 clusters Score -3465996 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3466857.250000 Penalty: 5090.800781
	Iteration 12Q: 3 clusters Score -3466857 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3467463.250000 Penalty: 5090.800781
	Iteration 13Q: 3 clusters Score -3467463 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3467816.000000 Penalty: 5090.800781
	Iteration 14Q: 3 clusters Score -3467816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3468009.250000 Penalty: 5090.800781
	Iteration 15Q: 3 clusters Score -3468009 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3468146.500000 Penalty: 5090.800781
	Iteration 16Q: 3 clusters Score -3468146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3468260.750000 Penalty: 5090.800781
	Iteration 17Q: 3 clusters Score -3468261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3468306.750000 Penalty: 5090.800781
	Iteration 18Q: 3 clusters Score -3468307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3468344.000000 Penalty: 5090.800781
	Iteration 19Q: 3 clusters Score -3468344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3468365.250000 Penalty: 5090.800781
	Iteration 20F: 3 clusters Score -3468365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3468386.250000 Penalty: 5090.800781
	Iteration 21Q: 3 clusters Score -3468386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3468405.250000 Penalty: 5090.800781
	Iteration 22Q: 3 clusters Score -3468405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3468410.750000 Penalty: 5090.800781
	Iteration 23Q: 3 clusters Score -3468411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3468417.500000 Penalty: 5090.800781
	Iteration 24Q: 3 clusters Score -3468418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3468418.500000 Penalty: 5090.800781
	Iteration 25Q: 3 clusters Score -3468418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3468419.500000 Penalty: 5090.800781
	Iteration 26Q: 3 clusters Score -3468420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3468423.000000 Penalty: 5090.800781
	Iteration 27Q: 3 clusters Score -3468423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3468427.000000 Penalty: 5090.800781
	Iteration 28Q: 3 clusters Score -3468427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3468428.750000 Penalty: 5090.800781
	Iteration 29Q: 3 clusters Score -3468429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3468425.500000 Penalty: 5090.800781
	Iteration 30Q: 3 clusters Score -3468426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3468426.000000 Penalty: 5090.800781
	Iteration 31Q: 3 clusters Score -3468426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3468423.250000 Penalty: 5090.800781
	Iteration 32Q: 3 clusters Score -3468423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3468428.250000 Penalty: 5090.800781
	Iteration 33Q: 3 clusters Score -3468428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3468431.250000 Penalty: 5090.800781
	Iteration 34Q: 3 clusters Score -3468431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3468437.000000 Penalty: 5090.800781
	Iteration 35Q: 3 clusters Score -3468437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3468435.500000 Penalty: 5090.800781
	Iteration 36Q: 3 clusters Score -3468436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3468437.500000 Penalty: 5090.800781
	Iteration 37Q: 3 clusters Score -3468438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3468439.250000 Penalty: 5090.800781
	Iteration 38Q: 3 clusters Score -3468439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3468439.250000 Penalty: 5090.800781
	Iteration 39F: 3 clusters Score -3468439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82519.101562 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82519.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82747.609375 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82747.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82799.046875 Penalty: 3290.778320
	Iteration 2Q: 3 clusters Score -82799.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82821.414062 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -82821.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82833.132812 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -82833.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82846.726562 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -82846.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82855.812500 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -82855.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82859.562500 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -82859.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82859.562500 Penalty: 3290.778320
	Iteration 8F: 3 clusters Score -82859.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Entering Unmasked Estep 
Score: -2422772.750000 Penalty: 2452.895020
	Iteration 0F: 2 clusters Score -2422773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2408833.250000 Penalty: 4905.790039
	Iteration 0F: 3 clusters Score -2408833 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2413689.000000 Penalty: 4905.790039
	Iteration 1F: 3 clusters Score -2413689 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2414275.000000 Penalty: 4905.790039
	Iteration 2F: 3 clusters Score -2414275 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2414916.250000 Penalty: 4905.790039
	Iteration 3F: 3 clusters Score -2414916 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2415695.750000 Penalty: 4905.790039
	Iteration 4F: 3 clusters Score -2415696 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2416550.000000 Penalty: 4905.790039
	Iteration 5F: 3 clusters Score -2416550 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2417419.000000 Penalty: 4905.790039
	Iteration 6F: 3 clusters Score -2417419 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2418188.500000 Penalty: 4905.790039
	Iteration 7F: 3 clusters Score -2418188 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2418818.750000 Penalty: 4905.790039
	Iteration 8Q: 3 clusters Score -2418819 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2419262.250000 Penalty: 4905.790039
	Iteration 9Q: 3 clusters Score -2419262 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2419616.750000 Penalty: 4905.790039
	Iteration 10Q: 3 clusters Score -2419617 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2419889.000000 Penalty: 4905.790039
	Iteration 11Q: 3 clusters Score -2419889 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2420102.500000 Penalty: 4905.790039
	Iteration 12Q: 3 clusters Score -2420102 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2420238.500000 Penalty: 4905.790039
	Iteration 13Q: 3 clusters Score -2420238 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2420327.250000 Penalty: 4905.790039
	Iteration 14Q: 3 clusters Score -2420327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2420411.750000 Penalty: 4905.790039
	Iteration 15Q: 3 clusters Score -2420412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2420474.250000 Penalty: 4905.790039
	Iteration 16Q: 3 clusters Score -2420474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2420531.250000 Penalty: 4905.790039
	Iteration 17Q: 3 clusters Score -2420531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2420576.750000 Penalty: 4905.790039
	Iteration 18Q: 3 clusters Score -2420577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2420608.500000 Penalty: 4905.790039
	Iteration 19Q: 3 clusters Score -2420608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2420632.250000 Penalty: 4905.790039
	Iteration 20F: 3 clusters Score -2420632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2420643.750000 Penalty: 4905.790039
	Iteration 21Q: 3 clusters Score -2420644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2420648.750000 Penalty: 4905.790039
	Iteration 22Q: 3 clusters Score -2420649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2420657.500000 Penalty: 4905.790039
	Iteration 23Q: 3 clusters Score -2420658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2420665.250000 Penalty: 4905.790039
	Iteration 24Q: 3 clusters Score -2420665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2420670.000000 Penalty: 4905.790039
	Iteration 25Q: 3 clusters Score -2420670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2420677.750000 Penalty: 4905.790039
	Iteration 26Q: 3 clusters Score -2420678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2420681.000000 Penalty: 4905.790039
	Iteration 27Q: 3 clusters Score -2420681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2420685.500000 Penalty: 4905.790039
	Iteration 28Q: 3 clusters Score -2420686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2420691.000000 Penalty: 4905.790039
	Iteration 29Q: 3 clusters Score -2420691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2420692.000000 Penalty: 4905.790039
	Iteration 30Q: 3 clusters Score -2420692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2420692.000000 Penalty: 4905.790039
	Iteration 31F: 3 clusters Score -2420692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21275 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 7226 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55242 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15413 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249792.000000 Penalty: 99613.000000
Iteration 319Q: 30 clusters Score -1.242498e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180602 members 
Mstep: Class 5 contains 21274 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16439 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19449 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55242 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15424 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249848.000000 Penalty: 99613.000000
Iteration 320F: 30 clusters Score -1.242498e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180600 members 
Mstep: Class 5 contains 21275 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167444 members 
Mstep: Class 9 contains 16436 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19449 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55241 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4949 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15433 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44736 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249880.000000 Penalty: 99613.000000
Iteration 321Q: 30 clusters Score -1.242499e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180599 members 
Mstep: Class 5 contains 21278 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167445 members 
Mstep: Class 9 contains 16437 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55238 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4951 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15444 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44734 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3564 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249904.000000 Penalty: 99613.000000
Iteration 322Q: 30 clusters Score -1.242499e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 180599 members 
Mstep: Class 5 contains 21278 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167445 members 
Mstep: Class 9 contains 16434 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19447 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55236 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4954 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15454 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44734 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3564 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249928.000000 Penalty: 99613.000000
Iteration 323Q: 30 clusters Score -1.242499e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180599 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16432 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55234 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15465 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44734 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3566 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249944.000000 Penalty: 99613.000000
Iteration 324Q: 30 clusters Score -1.242499e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180598 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167447 members 
Mstep: Class 9 contains 16427 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 7181 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 170598 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55234 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15470 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44734 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3566 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249920.000000 Penalty: 99613.000000
Iteration 325Q: 30 clusters Score -1.242499e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180600 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 167447 members 
Mstep: Class 9 contains 16425 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7179 members 
Mstep: Class 13 contains 13030 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55234 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15475 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44734 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3566 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249912.000000 Penalty: 99613.000000
Iteration 326Q: 30 clusters Score -1.242499e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180601 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 167447 members 
Mstep: Class 9 contains 16422 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 13030 members 
Mstep: Class 14 contains 170595 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55234 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15480 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44734 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3570 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28673 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249952.000000 Penalty: 99613.000000
Iteration 327Q: 30 clusters Score -1.2425e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180599 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 167447 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 13030 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55233 members 
Mstep: Class 17 contains 10842 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15486 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44736 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3571 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249928.000000 Penalty: 99613.000000
Iteration 328Q: 30 clusters Score -1.242499e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180598 members 
Mstep: Class 5 contains 21281 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 13030 members 
Mstep: Class 14 contains 170595 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55233 members 
Mstep: Class 17 contains 10842 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15491 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3572 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249920.000000 Penalty: 99613.000000
Iteration 329Q: 30 clusters Score -1.242499e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 180597 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 13029 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55232 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15493 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3573 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249936.000000 Penalty: 99613.000000
Iteration 330Q: 30 clusters Score -1.242499e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21284 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 13028 members 
Mstep: Class 14 contains 170593 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55232 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 175954 members 
Mstep: Class 20 contains 15496 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3576 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249936.000000 Penalty: 99613.000000
Iteration 331Q: 30 clusters Score -1.242499e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167440 members 
Mstep: Class 9 contains 16417 members 
Mstep: Class 10 contains 29176 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55232 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15497 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3572 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249960.000000 Penalty: 99613.000000
Iteration 332Q: 30 clusters Score -1.2425e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21282 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167442 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 13026 members 
Mstep: Class 14 contains 170595 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10839 members 
Mstep: Class 18 contains 4959 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15498 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44737 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3571 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249848.000000 Penalty: 99613.000000
Iteration 333Q: 30 clusters Score -1.242498e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 180596 members 
Mstep: Class 5 contains 21281 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167441 members 
Mstep: Class 9 contains 16417 members 
Mstep: Class 10 contains 29173 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10839 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15499 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44737 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249800.000000 Penalty: 99613.000000
Iteration 334Q: 30 clusters Score -1.242498e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 180596 members 
Mstep: Class 5 contains 21282 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167442 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29174 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170595 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15501 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44736 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28669 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249912.000000 Penalty: 99613.000000
Iteration 335Q: 30 clusters Score -1.242499e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 180597 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167444 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170593 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15502 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44732 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3578 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28668 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249912.000000 Penalty: 99613.000000
Iteration 336Q: 30 clusters Score -1.242499e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21282 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170591 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15503 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44731 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3579 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28668 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249896.000000 Penalty: 99613.000000
Iteration 337Q: 30 clusters Score -1.242499e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 180594 members 
Mstep: Class 5 contains 21281 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170590 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10841 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 15503 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44732 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3578 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28668 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249944.000000 Penalty: 99613.000000
Iteration 338Q: 30 clusters Score -1.242499e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 180594 members 
Mstep: Class 5 contains 21277 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170589 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 15503 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44729 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3579 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28668 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249968.000000 Penalty: 99613.000000
Iteration 339Q: 30 clusters Score -1.2425e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2950 members 
Mstep: Class 4 contains 180594 members 
Mstep: Class 5 contains 21278 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167445 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170589 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15503 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 44726 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28669 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249904.000000 Penalty: 99613.000000
Iteration 340F: 30 clusters Score -1.242499e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21278 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167444 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29174 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170587 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15504 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44725 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3578 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28667 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249880.000000 Penalty: 99613.000000
Iteration 341Q: 30 clusters Score -1.242499e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 180594 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167445 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170585 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55230 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 15504 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44725 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 3579 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28668 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249888.000000 Penalty: 99613.000000
Iteration 342Q: 30 clusters Score -1.242499e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180591 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167447 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13021 members 
Mstep: Class 14 contains 170587 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15504 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44722 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28669 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249944.000000 Penalty: 99613.000000
Iteration 343Q: 30 clusters Score -1.242499e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180585 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15505 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44723 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28669 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249912.000000 Penalty: 99613.000000
Iteration 344Q: 30 clusters Score -1.242499e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180581 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16415 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170597 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175946 members 
Mstep: Class 20 contains 15505 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44721 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3579 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28672 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249976.000000 Penalty: 99613.000000
Iteration 345Q: 30 clusters Score -1.2425e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180575 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 13021 members 
Mstep: Class 14 contains 170600 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15505 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44720 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28674 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250016.000000 Penalty: 99613.000000
Iteration 346Q: 30 clusters Score -1.2425e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180574 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19441 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 170603 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15506 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44719 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28675 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249992.000000 Penalty: 99613.000000
Iteration 347Q: 30 clusters Score -1.2425e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180572 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 167445 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 13023 members 
Mstep: Class 14 contains 170599 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15509 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44718 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3581 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28677 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249936.000000 Penalty: 99613.000000
Iteration 348Q: 30 clusters Score -1.242499e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180572 members 
Mstep: Class 5 contains 21282 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167445 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170600 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175947 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44717 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28677 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250008.000000 Penalty: 99613.000000
Iteration 349Q: 30 clusters Score -1.2425e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180573 members 
Mstep: Class 5 contains 21284 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16422 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44716 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28677 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250056.000000 Penalty: 99613.000000
Iteration 350Q: 30 clusters Score -1.242501e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180572 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170593 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44716 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28677 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250080.000000 Penalty: 99613.000000
Iteration 351Q: 30 clusters Score -1.242501e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180575 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170587 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175951 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28677 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250088.000000 Penalty: 99613.000000
Iteration 352Q: 30 clusters Score -1.242501e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180580 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170579 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250096.000000 Penalty: 99613.000000
Iteration 353Q: 30 clusters Score -1.242501e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180579 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170579 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250064.000000 Penalty: 99613.000000
Iteration 354Q: 30 clusters Score -1.242501e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180582 members 
Mstep: Class 5 contains 21290 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167446 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170574 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250128.000000 Penalty: 99613.000000
Iteration 355Q: 30 clusters Score -1.242501e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180582 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167447 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170572 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175953 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250160.000000 Penalty: 99613.000000
Iteration 356Q: 30 clusters Score -1.242502e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180584 members 
Mstep: Class 5 contains 21290 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167447 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 170572 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250192.000000 Penalty: 99613.000000
Iteration 357Q: 30 clusters Score -1.242502e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180589 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170572 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250096.000000 Penalty: 99613.000000
Iteration 358Q: 30 clusters Score -1.242501e+08 nChanged 6
Entering ConstructFrom: 
Score: -124250096.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -28752.013672 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -28752.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27577.617188 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -27577.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27855.669922 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -27855.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27935.566406 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -27935.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27967.179688 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -27967.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28016.070312 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -28016.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28095.636719 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -28095.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28102.068359 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -28102.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28102.068359 Penalty: 2837.274658
	Iteration 7F: 3 clusters Score -28102.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -47227.281250 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -47227.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45846.562500 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45846.56 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46619.800781 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -46619.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47294.937500 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -47294.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47487.921875 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -47487.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47649.660156 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -47649.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47727.738281 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -47727.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -47900.359375 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -47900.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -47916.710938 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -47916.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47937.328125 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -47937.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47937.328125 Penalty: 3077.460693
	Iteration 9F: 3 clusters Score -47937.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180591 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170570 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Mstep: Class 30 contains 122 members 
Entering Unmasked Estep 
Score: -124248848.000000 Penalty: 103047.937500
Splitting cluster 2 changes total score from -124250096.000000 to -124248848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -337026.906250 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -337026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -333814.500000 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -333814.5 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -334497.906250 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -334497.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -334719.437500 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -334719.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -334881.000000 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -334881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -334993.031250 Penalty: 3961.812256
	Iteration 4Q: 3 clusters Score -334993 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -335078.187500 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -335078.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -335148.062500 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -335148.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -335202.281250 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -335202.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -335260.312500 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -335260.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -335315.593750 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -335315.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -335358.906250 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -335358.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -335410.875000 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -335410.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -335454.875000 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -335454.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -335484.218750 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -335484.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -335513.468750 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -335513.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -335545.500000 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -335545.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -335567.812500 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -335567.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -335587.468750 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -335587.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -335605.437500 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -335605.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -335632.406250 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -335632.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -335670.093750 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -335670.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -335700.593750 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -335700.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -335718.406250 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -335718.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -335726.343750 Penalty: 3961.812256
	Iteration 23Q: 3 clusters Score -335726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -335732.406250 Penalty: 3961.812256
	Iteration 24Q: 3 clusters Score -335732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -335738.687500 Penalty: 3961.812256
	Iteration 25Q: 3 clusters Score -335738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -335742.125000 Penalty: 3961.812256
	Iteration 26Q: 3 clusters Score -335742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -335744.156250 Penalty: 3961.812256
	Iteration 27Q: 3 clusters Score -335744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -335744.156250 Penalty: 3961.812256
	Iteration 28F: 3 clusters Score -335744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Entering Unmasked Estep 
Score: -22505606.000000 Penalty: 3001.789551
	Iteration 0F: 2 clusters Score -2.250561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -22388882.000000 Penalty: 6003.579102
	Iteration 0F: 3 clusters Score -2.238888e+07 nChanged 86927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -22440290.000000 Penalty: 6003.579102
	Iteration 1F: 3 clusters Score -2.244029e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -22442082.000000 Penalty: 6003.579102
	Iteration 2Q: 3 clusters Score -2.244208e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -22445080.000000 Penalty: 6003.579102
	Iteration 3Q: 3 clusters Score -2.244508e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -22449610.000000 Penalty: 6003.579102
	Iteration 4F: 3 clusters Score -2.244961e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 123335 members 
Entering Unmasked Estep 
Score: -22456786.000000 Penalty: 6003.579102
	Iteration 5F: 3 clusters Score -2.245679e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 136485 members 
Entering Unmasked Estep 
Score: -22467256.000000 Penalty: 6003.579102
	Iteration 6F: 3 clusters Score -2.246726e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 150557 members 
Entering Unmasked Estep 
Score: -22479200.000000 Penalty: 6003.579102
	Iteration 7F: 3 clusters Score -2.24792e+07 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 163039 members 
Entering Unmasked Estep 
Score: -22489788.000000 Penalty: 6003.579102
	Iteration 8F: 3 clusters Score -2.248979e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 171929 members 
Entering Unmasked Estep 
Score: -22496750.000000 Penalty: 6003.579102
	Iteration 9Q: 3 clusters Score -2.249675e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 176841 members 
Entering Unmasked Estep 
Score: -22500316.000000 Penalty: 6003.579102
	Iteration 10Q: 3 clusters Score -2.250032e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 179014 members 
Entering Unmasked Estep 
Score: -22501942.000000 Penalty: 6003.579102
	Iteration 11Q: 3 clusters Score -2.250194e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 179796 members 
Entering Unmasked Estep 
Score: -22502542.000000 Penalty: 6003.579102
	Iteration 12Q: 3 clusters Score -2.250254e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 180064 members 
Entering Unmasked Estep 
Score: -22502746.000000 Penalty: 6003.579102
	Iteration 13Q: 3 clusters Score -2.250275e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -22502850.000000 Penalty: 6003.579102
	Iteration 14Q: 3 clusters Score -2.250285e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 180209 members 
Entering Unmasked Estep 
Score: -22502894.000000 Penalty: 6003.579102
	Iteration 15Q: 3 clusters Score -2.250289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 180240 members 
Entering Unmasked Estep 
Score: -22502916.000000 Penalty: 6003.579102
	Iteration 16Q: 3 clusters Score -2.250292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 180253 members 
Entering Unmasked Estep 
Score: -22502932.000000 Penalty: 6003.579102
	Iteration 17Q: 3 clusters Score -2.250293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -22502988.000000 Penalty: 6003.579102
	Iteration 18Q: 3 clusters Score -2.250299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -22502988.000000 Penalty: 6003.579102
	Iteration 19Q: 3 clusters Score -2.250299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 180277 members 
Entering Unmasked Estep 
Score: -22502978.000000 Penalty: 6003.579102
	Iteration 20F: 3 clusters Score -2.250298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -22502994.000000 Penalty: 6003.579102
	Iteration 21Q: 3 clusters Score -2.250299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -22503002.000000 Penalty: 6003.579102
	Iteration 22Q: 3 clusters Score -2.2503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 180280 members 
Entering Unmasked Estep 
Score: -22502988.000000 Penalty: 6003.579102
	Iteration 23Q: 3 clusters Score -2.250299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 180280 members 
Entering Unmasked Estep 
Score: -22502992.000000 Penalty: 6003.579102
	Iteration 24Q: 3 clusters Score -2.250299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -22503000.000000 Penalty: 6003.579102
	Iteration 25Q: 3 clusters Score -2.2503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -22503000.000000 Penalty: 6003.579102
	Iteration 26F: 3 clusters Score -2.2503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Entering Unmasked Estep 
Score: -2548445.500000 Penalty: 2471.577881
	Iteration 0F: 2 clusters Score -2548446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2533572.000000 Penalty: 4943.155762
	Iteration 0F: 3 clusters Score -2533572 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2539048.000000 Penalty: 4943.155762
	Iteration 1F: 3 clusters Score -2539048 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2539913.000000 Penalty: 4943.155762
	Iteration 2F: 3 clusters Score -2539913 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2540924.000000 Penalty: 4943.155762
	Iteration 3F: 3 clusters Score -2540924 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2541958.500000 Penalty: 4943.155762
	Iteration 4F: 3 clusters Score -2541958 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2542887.000000 Penalty: 4943.155762
	Iteration 5F: 3 clusters Score -2542887 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2543680.000000 Penalty: 4943.155762
	Iteration 6F: 3 clusters Score -2543680 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2544412.250000 Penalty: 4943.155762
	Iteration 7Q: 3 clusters Score -2544412 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2545029.250000 Penalty: 4943.155762
	Iteration 8Q: 3 clusters Score -2545029 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2545474.750000 Penalty: 4943.155762
	Iteration 9Q: 3 clusters Score -2545475 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2545793.500000 Penalty: 4943.155762
	Iteration 10Q: 3 clusters Score -2545794 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2545990.500000 Penalty: 4943.155762
	Iteration 11Q: 3 clusters Score -2545990 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2546087.500000 Penalty: 4943.155762
	Iteration 12Q: 3 clusters Score -2546088 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2546161.250000 Penalty: 4943.155762
	Iteration 13Q: 3 clusters Score -2546161 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2546224.250000 Penalty: 4943.155762
	Iteration 14Q: 3 clusters Score -2546224 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2546260.500000 Penalty: 4943.155762
	Iteration 15Q: 3 clusters Score -2546260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2546312.000000 Penalty: 4943.155762
	Iteration 16Q: 3 clusters Score -2546312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2546330.000000 Penalty: 4943.155762
	Iteration 17Q: 3 clusters Score -2546330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2546365.750000 Penalty: 4943.155762
	Iteration 18Q: 3 clusters Score -2546366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2546393.750000 Penalty: 4943.155762
	Iteration 19Q: 3 clusters Score -2546394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2546420.250000 Penalty: 4943.155762
	Iteration 20F: 3 clusters Score -2546420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2546431.250000 Penalty: 4943.155762
	Iteration 21Q: 3 clusters Score -2546431 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2546448.750000 Penalty: 4943.155762
	Iteration 22Q: 3 clusters Score -2546449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2546464.500000 Penalty: 4943.155762
	Iteration 23Q: 3 clusters Score -2546464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2546483.750000 Penalty: 4943.155762
	Iteration 24Q: 3 clusters Score -2546484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2546495.750000 Penalty: 4943.155762
	Iteration 25Q: 3 clusters Score -2546496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2546508.500000 Penalty: 4943.155762
	Iteration 26Q: 3 clusters Score -2546508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2546519.500000 Penalty: 4943.155762
	Iteration 27Q: 3 clusters Score -2546520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2546520.250000 Penalty: 4943.155762
	Iteration 28Q: 3 clusters Score -2546520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2546525.000000 Penalty: 4943.155762
	Iteration 29Q: 3 clusters Score -2546525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2546527.750000 Penalty: 4943.155762
	Iteration 30Q: 3 clusters Score -2546528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2546529.750000 Penalty: 4943.155762
	Iteration 31Q: 3 clusters Score -2546530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2546533.250000 Penalty: 4943.155762
	Iteration 32Q: 3 clusters Score -2546533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2546539.750000 Penalty: 4943.155762
	Iteration 33Q: 3 clusters Score -2546540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2546541.750000 Penalty: 4943.155762
	Iteration 34Q: 3 clusters Score -2546542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2546541.250000 Penalty: 4943.155762
	Iteration 35Q: 3 clusters Score -2546541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2546542.750000 Penalty: 4943.155762
	Iteration 36Q: 3 clusters Score -2546543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2546544.500000 Penalty: 4943.155762
	Iteration 37Q: 3 clusters Score -2546544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2546546.250000 Penalty: 4943.155762
	Iteration 38Q: 3 clusters Score -2546546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2546546.500000 Penalty: 4943.155762
	Iteration 39Q: 3 clusters Score -2546546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2546546.250000 Penalty: 4943.155762
	Iteration 40F: 3 clusters Score -2546546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2546553.750000 Penalty: 4943.155762
	Iteration 41Q: 3 clusters Score -2546554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2546551.500000 Penalty: 4943.155762
	Iteration 42Q: 3 clusters Score -2546552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2546551.250000 Penalty: 4943.155762
	Iteration 43Q: 3 clusters Score -2546551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2546554.500000 Penalty: 4943.155762
	Iteration 44Q: 3 clusters Score -2546554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2546552.750000 Penalty: 4943.155762
	Iteration 45Q: 3 clusters Score -2546553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2546554.750000 Penalty: 4943.155762
	Iteration 46Q: 3 clusters Score -2546555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2546553.750000 Penalty: 4943.155762
	Iteration 47Q: 3 clusters Score -2546554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2546561.750000 Penalty: 4943.155762
	Iteration 48Q: 3 clusters Score -2546562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2546562.250000 Penalty: 4943.155762
	Iteration 49Q: 3 clusters Score -2546562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2546561.250000 Penalty: 4943.155762
	Iteration 50Q: 3 clusters Score -2546561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2546564.500000 Penalty: 4943.155762
	Iteration 51Q: 3 clusters Score -2546564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2546560.000000 Penalty: 4943.155762
	Iteration 52Q: 3 clusters Score -2546560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2546561.500000 Penalty: 4943.155762
	Iteration 53Q: 3 clusters Score -2546562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2546564.000000 Penalty: 4943.155762
	Iteration 54Q: 3 clusters Score -2546564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2546565.750000 Penalty: 4943.155762
	Iteration 55Q: 3 clusters Score -2546566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2546565.750000 Penalty: 4943.155762
	Iteration 56F: 3 clusters Score -2546566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1458500.250000 Penalty: 2339.920410
	Iteration 0F: 2 clusters Score -1458500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1449174.875000 Penalty: 4679.840820
	Iteration 0F: 3 clusters Score -1449175 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1452100.875000 Penalty: 4679.840820
	Iteration 1F: 3 clusters Score -1452101 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1452472.000000 Penalty: 4679.840820
	Iteration 2F: 3 clusters Score -1452472 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1452805.750000 Penalty: 4679.840820
	Iteration 3F: 3 clusters Score -1452806 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1453180.125000 Penalty: 4679.840820
	Iteration 4F: 3 clusters Score -1453180 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1453617.500000 Penalty: 4679.840820
	Iteration 5F: 3 clusters Score -1453618 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1454061.000000 Penalty: 4679.840820
	Iteration 6F: 3 clusters Score -1454061 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1454459.500000 Penalty: 4679.840820
	Iteration 7F: 3 clusters Score -1454460 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1454829.500000 Penalty: 4679.840820
	Iteration 8Q: 3 clusters Score -1454830 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1455172.625000 Penalty: 4679.840820
	Iteration 9Q: 3 clusters Score -1455173 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1455473.250000 Penalty: 4679.840820
	Iteration 10Q: 3 clusters Score -1455473 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1455698.625000 Penalty: 4679.840820
	Iteration 11Q: 3 clusters Score -1455699 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1455873.875000 Penalty: 4679.840820
	Iteration 12Q: 3 clusters Score -1455874 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1455996.375000 Penalty: 4679.840820
	Iteration 13Q: 3 clusters Score -1455996 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1456104.125000 Penalty: 4679.840820
	Iteration 14Q: 3 clusters Score -1456104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1456194.875000 Penalty: 4679.840820
	Iteration 15Q: 3 clusters Score -1456195 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1456253.750000 Penalty: 4679.840820
	Iteration 16Q: 3 clusters Score -1456254 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1456303.625000 Penalty: 4679.840820
	Iteration 17Q: 3 clusters Score -1456304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1456356.500000 Penalty: 4679.840820
	Iteration 18Q: 3 clusters Score -1456356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1456403.750000 Penalty: 4679.840820
	Iteration 19Q: 3 clusters Score -1456404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1456458.250000 Penalty: 4679.840820
	Iteration 20F: 3 clusters Score -1456458 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1456510.500000 Penalty: 4679.840820
	Iteration 21Q: 3 clusters Score -1456510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1456552.250000 Penalty: 4679.840820
	Iteration 22Q: 3 clusters Score -1456552 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1456595.500000 Penalty: 4679.840820
	Iteration 23Q: 3 clusters Score -1456596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1456639.500000 Penalty: 4679.840820
	Iteration 24Q: 3 clusters Score -1456640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1456669.375000 Penalty: 4679.840820
	Iteration 25Q: 3 clusters Score -1456669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1456711.500000 Penalty: 4679.840820
	Iteration 26Q: 3 clusters Score -1456712 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1456735.375000 Penalty: 4679.840820
	Iteration 27Q: 3 clusters Score -1456735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1456762.125000 Penalty: 4679.840820
	Iteration 28Q: 3 clusters Score -1456762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1456790.625000 Penalty: 4679.840820
	Iteration 29Q: 3 clusters Score -1456791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1456811.375000 Penalty: 4679.840820
	Iteration 30Q: 3 clusters Score -1456811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1456835.250000 Penalty: 4679.840820
	Iteration 31Q: 3 clusters Score -1456835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1456858.125000 Penalty: 4679.840820
	Iteration 32Q: 3 clusters Score -1456858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1456884.500000 Penalty: 4679.840820
	Iteration 33Q: 3 clusters Score -1456884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1456904.875000 Penalty: 4679.840820
	Iteration 34Q: 3 clusters Score -1456905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1456920.000000 Penalty: 4679.840820
	Iteration 35Q: 3 clusters Score -1456920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1456932.500000 Penalty: 4679.840820
	Iteration 36Q: 3 clusters Score -1456932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1456949.125000 Penalty: 4679.840820
	Iteration 37Q: 3 clusters Score -1456949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1456960.500000 Penalty: 4679.840820
	Iteration 38Q: 3 clusters Score -1456960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1456970.375000 Penalty: 4679.840820
	Iteration 39Q: 3 clusters Score -1456970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1456979.625000 Penalty: 4679.840820
	Iteration 40F: 3 clusters Score -1456980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1456982.500000 Penalty: 4679.840820
	Iteration 41Q: 3 clusters Score -1456982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1456996.250000 Penalty: 4679.840820
	Iteration 42Q: 3 clusters Score -1456996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1457006.125000 Penalty: 4679.840820
	Iteration 43Q: 3 clusters Score -1457006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1457014.500000 Penalty: 4679.840820
	Iteration 44Q: 3 clusters Score -1457014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1457022.875000 Penalty: 4679.840820
	Iteration 45Q: 3 clusters Score -1457023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1457040.500000 Penalty: 4679.840820
	Iteration 46Q: 3 clusters Score -1457040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1457055.625000 Penalty: 4679.840820
	Iteration 47Q: 3 clusters Score -1457056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1457080.125000 Penalty: 4679.840820
	Iteration 48Q: 3 clusters Score -1457080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1457106.250000 Penalty: 4679.840820
	Iteration 49Q: 3 clusters Score -1457106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1457142.500000 Penalty: 4679.840820
	Iteration 50Q: 3 clusters Score -1457142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1457176.500000 Penalty: 4679.840820
	Iteration 51Q: 3 clusters Score -1457176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1457209.000000 Penalty: 4679.840820
	Iteration 52Q: 3 clusters Score -1457209 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1457247.875000 Penalty: 4679.840820
	Iteration 53Q: 3 clusters Score -1457248 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1457297.000000 Penalty: 4679.840820
	Iteration 54Q: 3 clusters Score -1457297 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1457347.625000 Penalty: 4679.840820
	Iteration 55Q: 3 clusters Score -1457348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1457395.375000 Penalty: 4679.840820
	Iteration 56Q: 3 clusters Score -1457395 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1457443.250000 Penalty: 4679.840820
	Iteration 57Q: 3 clusters Score -1457443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1457488.750000 Penalty: 4679.840820
	Iteration 58Q: 3 clusters Score -1457489 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1457536.125000 Penalty: 4679.840820
	Iteration 59Q: 3 clusters Score -1457536 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1457581.125000 Penalty: 4679.840820
	Iteration 60F: 3 clusters Score -1457581 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1457617.500000 Penalty: 4679.840820
	Iteration 61Q: 3 clusters Score -1457618 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1457663.250000 Penalty: 4679.840820
	Iteration 62Q: 3 clusters Score -1457663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1457697.625000 Penalty: 4679.840820
	Iteration 63Q: 3 clusters Score -1457698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1457726.750000 Penalty: 4679.840820
	Iteration 64Q: 3 clusters Score -1457727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1457752.375000 Penalty: 4679.840820
	Iteration 65Q: 3 clusters Score -1457752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1457778.375000 Penalty: 4679.840820
	Iteration 66Q: 3 clusters Score -1457778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1457793.125000 Penalty: 4679.840820
	Iteration 67Q: 3 clusters Score -1457793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1457801.875000 Penalty: 4679.840820
	Iteration 68Q: 3 clusters Score -1457802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1457809.250000 Penalty: 4679.840820
	Iteration 69Q: 3 clusters Score -1457809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1457819.375000 Penalty: 4679.840820
	Iteration 70Q: 3 clusters Score -1457819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1457822.125000 Penalty: 4679.840820
	Iteration 71Q: 3 clusters Score -1457822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1457820.625000 Penalty: 4679.840820
	Iteration 72Q: 3 clusters Score -1457821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1457824.500000 Penalty: 4679.840820
	Iteration 73Q: 3 clusters Score -1457824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1457829.750000 Penalty: 4679.840820
	Iteration 74Q: 3 clusters Score -1457830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1457832.250000 Penalty: 4679.840820
	Iteration 75Q: 3 clusters Score -1457832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1457837.625000 Penalty: 4679.840820
	Iteration 76Q: 3 clusters Score -1457838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1457838.875000 Penalty: 4679.840820
	Iteration 77Q: 3 clusters Score -1457839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1457839.250000 Penalty: 4679.840820
	Iteration 78Q: 3 clusters Score -1457839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1457839.750000 Penalty: 4679.840820
	Iteration 79Q: 3 clusters Score -1457840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1457839.500000 Penalty: 4679.840820
	Iteration 80F: 3 clusters Score -1457840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1457837.875000 Penalty: 4679.840820
	Iteration 81Q: 3 clusters Score -1457838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1457839.250000 Penalty: 4679.840820
	Iteration 82Q: 3 clusters Score -1457839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1457839.750000 Penalty: 4679.840820
	Iteration 83Q: 3 clusters Score -1457840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1457839.625000 Penalty: 4679.840820
	Iteration 84Q: 3 clusters Score -1457840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1457844.875000 Penalty: 4679.840820
	Iteration 85Q: 3 clusters Score -1457845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1457846.750000 Penalty: 4679.840820
	Iteration 86Q: 3 clusters Score -1457847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1457847.500000 Penalty: 4679.840820
	Iteration 87Q: 3 clusters Score -1457848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1457849.125000 Penalty: 4679.840820
	Iteration 88Q: 3 clusters Score -1457849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1457847.750000 Penalty: 4679.840820
	Iteration 89Q: 3 clusters Score -1457848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1457848.125000 Penalty: 4679.840820
	Iteration 90Q: 3 clusters Score -1457848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1457848.250000 Penalty: 4679.840820
	Iteration 91Q: 3 clusters Score -1457848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1457849.750000 Penalty: 4679.840820
	Iteration 92Q: 3 clusters Score -1457850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1457850.125000 Penalty: 4679.840820
	Iteration 93Q: 3 clusters Score -1457850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1457849.625000 Penalty: 4679.840820
	Iteration 94Q: 3 clusters Score -1457850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1457850.625000 Penalty: 4679.840820
	Iteration 95Q: 3 clusters Score -1457851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1457850.000000 Penalty: 4679.840820
	Iteration 96Q: 3 clusters Score -1457850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1457852.625000 Penalty: 4679.840820
	Iteration 97Q: 3 clusters Score -1457853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1457853.375000 Penalty: 4679.840820
	Iteration 98Q: 3 clusters Score -1457853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1457853.875000 Penalty: 4679.840820
	Iteration 99Q: 3 clusters Score -1457854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1457855.375000 Penalty: 4679.840820
	Iteration 100F: 3 clusters Score -1457855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1457854.500000 Penalty: 4679.840820
	Iteration 101Q: 3 clusters Score -1457854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1457854.500000 Penalty: 4679.840820
	Iteration 102F: 3 clusters Score -1457854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -593260.375000 Penalty: 2114.878906
	Iteration 0F: 2 clusters Score -593260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -588686.625000 Penalty: 4229.757812
	Iteration 0F: 3 clusters Score -588686.6 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -589883.500000 Penalty: 4229.757812
	Iteration 1F: 3 clusters Score -589883.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -590194.750000 Penalty: 4229.757812
	Iteration 2F: 3 clusters Score -590194.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -590410.125000 Penalty: 4229.757812
	Iteration 3F: 3 clusters Score -590410.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -590579.562500 Penalty: 4229.757812
	Iteration 4Q: 3 clusters Score -590579.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -590721.875000 Penalty: 4229.757812
	Iteration 5Q: 3 clusters Score -590721.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -590822.500000 Penalty: 4229.757812
	Iteration 6Q: 3 clusters Score -590822.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -590904.500000 Penalty: 4229.757812
	Iteration 7Q: 3 clusters Score -590904.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -590985.687500 Penalty: 4229.757812
	Iteration 8Q: 3 clusters Score -590985.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -591085.562500 Penalty: 4229.757812
	Iteration 9Q: 3 clusters Score -591085.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -591239.437500 Penalty: 4229.757812
	Iteration 10Q: 3 clusters Score -591239.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -591416.375000 Penalty: 4229.757812
	Iteration 11Q: 3 clusters Score -591416.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -591549.250000 Penalty: 4229.757812
	Iteration 12Q: 3 clusters Score -591549.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -591627.312500 Penalty: 4229.757812
	Iteration 13Q: 3 clusters Score -591627.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -591677.125000 Penalty: 4229.757812
	Iteration 14Q: 3 clusters Score -591677.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -591710.500000 Penalty: 4229.757812
	Iteration 15Q: 3 clusters Score -591710.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -591733.375000 Penalty: 4229.757812
	Iteration 16Q: 3 clusters Score -591733.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -591750.187500 Penalty: 4229.757812
	Iteration 17Q: 3 clusters Score -591750.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -591766.625000 Penalty: 4229.757812
	Iteration 18Q: 3 clusters Score -591766.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -591776.375000 Penalty: 4229.757812
	Iteration 19Q: 3 clusters Score -591776.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -591782.937500 Penalty: 4229.757812
	Iteration 20F: 3 clusters Score -591782.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -591787.562500 Penalty: 4229.757812
	Iteration 21Q: 3 clusters Score -591787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -591790.000000 Penalty: 4229.757812
	Iteration 22Q: 3 clusters Score -591790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -591792.000000 Penalty: 4229.757812
	Iteration 23Q: 3 clusters Score -591792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -591792.937500 Penalty: 4229.757812
	Iteration 24Q: 3 clusters Score -591792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -591795.000000 Penalty: 4229.757812
	Iteration 25Q: 3 clusters Score -591795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -591797.750000 Penalty: 4229.757812
	Iteration 26Q: 3 clusters Score -591797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -591798.062500 Penalty: 4229.757812
	Iteration 27Q: 3 clusters Score -591798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -591799.875000 Penalty: 4229.757812
	Iteration 28Q: 3 clusters Score -591799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -591799.437500 Penalty: 4229.757812
	Iteration 29Q: 3 clusters Score -591799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -591801.375000 Penalty: 4229.757812
	Iteration 30Q: 3 clusters Score -591801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -591800.750000 Penalty: 4229.757812
	Iteration 31Q: 3 clusters Score -591800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -591801.187500 Penalty: 4229.757812
	Iteration 32Q: 3 clusters Score -591801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -591803.125000 Penalty: 4229.757812
	Iteration 33Q: 3 clusters Score -591803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -591802.437500 Penalty: 4229.757812
	Iteration 34Q: 3 clusters Score -591802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -591804.062500 Penalty: 4229.757812
	Iteration 35Q: 3 clusters Score -591804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -591806.250000 Penalty: 4229.757812
	Iteration 36Q: 3 clusters Score -591806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -591805.562500 Penalty: 4229.757812
	Iteration 37Q: 3 clusters Score -591805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -591805.562500 Penalty: 4229.757812
	Iteration 38F: 3 clusters Score -591805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Entering Unmasked Estep 
Score: -20406238.000000 Penalty: 2983.050049
	Iteration 0F: 2 clusters Score -2.040624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -20295660.000000 Penalty: 5966.100098
	Iteration 0F: 3 clusters Score -2.029566e+07 nChanged 80233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -20342196.000000 Penalty: 5966.100098
	Iteration 1F: 3 clusters Score -2.03422e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -20343194.000000 Penalty: 5966.100098
	Iteration 2Q: 3 clusters Score -2.034319e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -20344710.000000 Penalty: 5966.100098
	Iteration 3Q: 3 clusters Score -2.034471e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -20346714.000000 Penalty: 5966.100098
	Iteration 4Q: 3 clusters Score -2.034671e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97016 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -20349608.000000 Penalty: 5966.100098
	Iteration 5Q: 3 clusters Score -2.034961e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -20353720.000000 Penalty: 5966.100098
	Iteration 6Q: 3 clusters Score -2.035372e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -20359872.000000 Penalty: 5966.100098
	Iteration 7F: 3 clusters Score -2.035987e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121496 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -20368622.000000 Penalty: 5966.100098
	Iteration 8F: 3 clusters Score -2.036862e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133038 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -20379142.000000 Penalty: 5966.100098
	Iteration 9F: 3 clusters Score -2.037914e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -20388562.000000 Penalty: 5966.100098
	Iteration 10F: 3 clusters Score -2.038856e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -20395512.000000 Penalty: 5966.100098
	Iteration 11F: 3 clusters Score -2.039551e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -20399482.000000 Penalty: 5966.100098
	Iteration 12Q: 3 clusters Score -2.039948e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161269 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -20401646.000000 Penalty: 5966.100098
	Iteration 13Q: 3 clusters Score -2.040165e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -20402756.000000 Penalty: 5966.100098
	Iteration 14Q: 3 clusters Score -2.040276e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -20403206.000000 Penalty: 5966.100098
	Iteration 15Q: 3 clusters Score -2.040321e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20403556.000000 Penalty: 5966.100098
	Iteration 16Q: 3 clusters Score -2.040356e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -20403752.000000 Penalty: 5966.100098
	Iteration 17Q: 3 clusters Score -2.040375e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165575 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20403872.000000 Penalty: 5966.100098
	Iteration 18Q: 3 clusters Score -2.040387e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -20403934.000000 Penalty: 5966.100098
	Iteration 19Q: 3 clusters Score -2.040393e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165855 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -20403992.000000 Penalty: 5966.100098
	Iteration 20F: 3 clusters Score -2.040399e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165940 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20404032.000000 Penalty: 5966.100098
	Iteration 21Q: 3 clusters Score -2.040403e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -20404014.000000 Penalty: 5966.100098
	Iteration 22Q: 3 clusters Score -2.040401e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166054 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -20404038.000000 Penalty: 5966.100098
	Iteration 23Q: 3 clusters Score -2.040404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166087 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20404042.000000 Penalty: 5966.100098
	Iteration 24Q: 3 clusters Score -2.040404e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166115 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20404084.000000 Penalty: 5966.100098
	Iteration 25Q: 3 clusters Score -2.040408e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166138 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20404086.000000 Penalty: 5966.100098
	Iteration 26Q: 3 clusters Score -2.040409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20404112.000000 Penalty: 5966.100098
	Iteration 27Q: 3 clusters Score -2.040411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20404136.000000 Penalty: 5966.100098
	Iteration 28Q: 3 clusters Score -2.040414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166177 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -20404122.000000 Penalty: 5966.100098
	Iteration 29Q: 3 clusters Score -2.040412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20404132.000000 Penalty: 5966.100098
	Iteration 30Q: 3 clusters Score -2.040413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166194 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -20404140.000000 Penalty: 5966.100098
	Iteration 31Q: 3 clusters Score -2.040414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20404150.000000 Penalty: 5966.100098
	Iteration 32Q: 3 clusters Score -2.040415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166225 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20404146.000000 Penalty: 5966.100098
	Iteration 33Q: 3 clusters Score -2.040415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166234 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20404144.000000 Penalty: 5966.100098
	Iteration 34Q: 3 clusters Score -2.040414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20404148.000000 Penalty: 5966.100098
	Iteration 35Q: 3 clusters Score -2.040415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166242 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -20404150.000000 Penalty: 5966.100098
	Iteration 36Q: 3 clusters Score -2.040415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20404158.000000 Penalty: 5966.100098
	Iteration 37Q: 3 clusters Score -2.040416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20404154.000000 Penalty: 5966.100098
	Iteration 38Q: 3 clusters Score -2.040415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -20404166.000000 Penalty: 5966.100098
	Iteration 39Q: 3 clusters Score -2.040417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166261 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20404174.000000 Penalty: 5966.100098
	Iteration 40F: 3 clusters Score -2.040417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20404162.000000 Penalty: 5966.100098
	Iteration 41Q: 3 clusters Score -2.040416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166270 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -20404166.000000 Penalty: 5966.100098
	Iteration 42Q: 3 clusters Score -2.040417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166273 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20404182.000000 Penalty: 5966.100098
	Iteration 43Q: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20404186.000000 Penalty: 5966.100098
	Iteration 44Q: 3 clusters Score -2.040419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166275 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -20404184.000000 Penalty: 5966.100098
	Iteration 45Q: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20404180.000000 Penalty: 5966.100098
	Iteration 46Q: 3 clusters Score -2.040418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20404186.000000 Penalty: 5966.100098
	Iteration 47Q: 3 clusters Score -2.040419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166282 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20404172.000000 Penalty: 5966.100098
	Iteration 48Q: 3 clusters Score -2.040417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166282 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20404178.000000 Penalty: 5966.100098
	Iteration 49Q: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -20404174.000000 Penalty: 5966.100098
	Iteration 50Q: 3 clusters Score -2.040417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20404170.000000 Penalty: 5966.100098
	Iteration 51Q: 3 clusters Score -2.040417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166293 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -20404178.000000 Penalty: 5966.100098
	Iteration 52Q: 3 clusters Score -2.040418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20404170.000000 Penalty: 5966.100098
	Iteration 53Q: 3 clusters Score -2.040417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20404196.000000 Penalty: 5966.100098
	Iteration 54Q: 3 clusters Score -2.04042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166308 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20404186.000000 Penalty: 5966.100098
	Iteration 55Q: 3 clusters Score -2.040419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166308 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20404190.000000 Penalty: 5966.100098
	Iteration 56Q: 3 clusters Score -2.040419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166310 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20404200.000000 Penalty: 5966.100098
	Iteration 57Q: 3 clusters Score -2.04042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20404194.000000 Penalty: 5966.100098
	Iteration 58Q: 3 clusters Score -2.040419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -20404178.000000 Penalty: 5966.100098
	Iteration 59Q: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20404176.000000 Penalty: 5966.100098
	Iteration 60F: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20404180.000000 Penalty: 5966.100098
	Iteration 61Q: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166320 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20404178.000000 Penalty: 5966.100098
	Iteration 62Q: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166321 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20404184.000000 Penalty: 5966.100098
	Iteration 63Q: 3 clusters Score -2.040418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20404176.000000 Penalty: 5966.100098
	Iteration 64Q: 3 clusters Score -2.040418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20404176.000000 Penalty: 5966.100098
	Iteration 65F: 3 clusters Score -2.040418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Entering Unmasked Estep 
Score: -1925175.125000 Penalty: 2407.151123
	Iteration 0F: 2 clusters Score -1925175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1913396.625000 Penalty: 4814.302246
	Iteration 0F: 3 clusters Score -1913397 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1917157.125000 Penalty: 4814.302246
	Iteration 1F: 3 clusters Score -1917157 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1917561.000000 Penalty: 4814.302246
	Iteration 2F: 3 clusters Score -1917561 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1917914.500000 Penalty: 4814.302246
	Iteration 3Q: 3 clusters Score -1917914 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1918302.375000 Penalty: 4814.302246
	Iteration 4Q: 3 clusters Score -1918302 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1918757.500000 Penalty: 4814.302246
	Iteration 5Q: 3 clusters Score -1918758 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1919330.000000 Penalty: 4814.302246
	Iteration 6F: 3 clusters Score -1919330 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1920028.625000 Penalty: 4814.302246
	Iteration 7F: 3 clusters Score -1920029 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1920681.375000 Penalty: 4814.302246
	Iteration 8F: 3 clusters Score -1920681 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1921240.250000 Penalty: 4814.302246
	Iteration 9F: 3 clusters Score -1921240 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1921782.750000 Penalty: 4814.302246
	Iteration 10Q: 3 clusters Score -1921783 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1922263.375000 Penalty: 4814.302246
	Iteration 11Q: 3 clusters Score -1922263 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1922673.750000 Penalty: 4814.302246
	Iteration 12Q: 3 clusters Score -1922674 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1923049.375000 Penalty: 4814.302246
	Iteration 13Q: 3 clusters Score -1923049 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1923331.000000 Penalty: 4814.302246
	Iteration 14Q: 3 clusters Score -1923331 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1923526.375000 Penalty: 4814.302246
	Iteration 15Q: 3 clusters Score -1923526 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1923646.875000 Penalty: 4814.302246
	Iteration 16Q: 3 clusters Score -1923647 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1923733.500000 Penalty: 4814.302246
	Iteration 17Q: 3 clusters Score -1923734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1923792.375000 Penalty: 4814.302246
	Iteration 18Q: 3 clusters Score -1923792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1923834.625000 Penalty: 4814.302246
	Iteration 19Q: 3 clusters Score -1923835 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1923883.250000 Penalty: 4814.302246
	Iteration 20F: 3 clusters Score -1923883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1923917.250000 Penalty: 4814.302246
	Iteration 21Q: 3 clusters Score -1923917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1923938.875000 Penalty: 4814.302246
	Iteration 22Q: 3 clusters Score -1923939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1923961.125000 Penalty: 4814.302246
	Iteration 23Q: 3 clusters Score -1923961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1923980.875000 Penalty: 4814.302246
	Iteration 24Q: 3 clusters Score -1923981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1923998.875000 Penalty: 4814.302246
	Iteration 25Q: 3 clusters Score -1923999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1924017.000000 Penalty: 4814.302246
	Iteration 26Q: 3 clusters Score -1924017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1924028.250000 Penalty: 4814.302246
	Iteration 27Q: 3 clusters Score -1924028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1924045.625000 Penalty: 4814.302246
	Iteration 28Q: 3 clusters Score -1924046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1924053.000000 Penalty: 4814.302246
	Iteration 29Q: 3 clusters Score -1924053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1924059.250000 Penalty: 4814.302246
	Iteration 30Q: 3 clusters Score -1924059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1924063.750000 Penalty: 4814.302246
	Iteration 31Q: 3 clusters Score -1924064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1924079.875000 Penalty: 4814.302246
	Iteration 32Q: 3 clusters Score -1924080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1924091.250000 Penalty: 4814.302246
	Iteration 33Q: 3 clusters Score -1924091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1924096.250000 Penalty: 4814.302246
	Iteration 34Q: 3 clusters Score -1924096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1924099.000000 Penalty: 4814.302246
	Iteration 35Q: 3 clusters Score -1924099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1924108.375000 Penalty: 4814.302246
	Iteration 36Q: 3 clusters Score -1924108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1924113.875000 Penalty: 4814.302246
	Iteration 37Q: 3 clusters Score -1924114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1924122.250000 Penalty: 4814.302246
	Iteration 38Q: 3 clusters Score -1924122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1924131.750000 Penalty: 4814.302246
	Iteration 39Q: 3 clusters Score -1924132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1924139.875000 Penalty: 4814.302246
	Iteration 40F: 3 clusters Score -1924140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1924145.625000 Penalty: 4814.302246
	Iteration 41Q: 3 clusters Score -1924146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1924153.875000 Penalty: 4814.302246
	Iteration 42Q: 3 clusters Score -1924154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1924152.750000 Penalty: 4814.302246
	Iteration 43Q: 3 clusters Score -1924153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1924154.125000 Penalty: 4814.302246
	Iteration 44Q: 3 clusters Score -1924154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1924157.875000 Penalty: 4814.302246
	Iteration 45Q: 3 clusters Score -1924158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1924160.125000 Penalty: 4814.302246
	Iteration 46Q: 3 clusters Score -1924160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1924162.375000 Penalty: 4814.302246
	Iteration 47Q: 3 clusters Score -1924162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1924162.250000 Penalty: 4814.302246
	Iteration 48Q: 3 clusters Score -1924162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1924166.250000 Penalty: 4814.302246
	Iteration 49Q: 3 clusters Score -1924166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1924175.500000 Penalty: 4814.302246
	Iteration 50Q: 3 clusters Score -1924176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1924179.375000 Penalty: 4814.302246
	Iteration 51Q: 3 clusters Score -1924179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1924177.000000 Penalty: 4814.302246
	Iteration 52Q: 3 clusters Score -1924177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1924174.000000 Penalty: 4814.302246
	Iteration 53Q: 3 clusters Score -1924174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1924180.375000 Penalty: 4814.302246
	Iteration 54Q: 3 clusters Score -1924180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1924184.500000 Penalty: 4814.302246
	Iteration 55Q: 3 clusters Score -1924184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1924183.750000 Penalty: 4814.302246
	Iteration 56Q: 3 clusters Score -1924184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1924181.625000 Penalty: 4814.302246
	Iteration 57Q: 3 clusters Score -1924182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1924183.250000 Penalty: 4814.302246
	Iteration 58Q: 3 clusters Score -1924183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1924182.500000 Penalty: 4814.302246
	Iteration 59Q: 3 clusters Score -1924182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1924179.750000 Penalty: 4814.302246
	Iteration 60F: 3 clusters Score -1924180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1924181.875000 Penalty: 4814.302246
	Iteration 61Q: 3 clusters Score -1924182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1924181.500000 Penalty: 4814.302246
	Iteration 62Q: 3 clusters Score -1924182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1924188.000000 Penalty: 4814.302246
	Iteration 63Q: 3 clusters Score -1924188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1924187.250000 Penalty: 4814.302246
	Iteration 64Q: 3 clusters Score -1924187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1924187.625000 Penalty: 4814.302246
	Iteration 65Q: 3 clusters Score -1924188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1924192.125000 Penalty: 4814.302246
	Iteration 66Q: 3 clusters Score -1924192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1924191.375000 Penalty: 4814.302246
	Iteration 67Q: 3 clusters Score -1924191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1924191.375000 Penalty: 4814.302246
	Iteration 68F: 3 clusters Score -1924191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Entering Unmasked Estep 
Score: -3580804.750000 Penalty: 2549.704834
	Iteration 0F: 2 clusters Score -3580805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3560814.000000 Penalty: 5099.409668
	Iteration 0F: 3 clusters Score -3560814 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3567944.000000 Penalty: 5099.409668
	Iteration 1F: 3 clusters Score -3567944 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3568528.000000 Penalty: 5099.409668
	Iteration 2F: 3 clusters Score -3568528 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3569112.250000 Penalty: 5099.409668
	Iteration 3Q: 3 clusters Score -3569112 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3569840.000000 Penalty: 5099.409668
	Iteration 4F: 3 clusters Score -3569840 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3570665.750000 Penalty: 5099.409668
	Iteration 5F: 3 clusters Score -3570666 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3571560.000000 Penalty: 5099.409668
	Iteration 6F: 3 clusters Score -3571560 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3572493.000000 Penalty: 5099.409668
	Iteration 7F: 3 clusters Score -3572493 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3573370.500000 Penalty: 5099.409668
	Iteration 8F: 3 clusters Score -3573370 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3574139.000000 Penalty: 5099.409668
	Iteration 9Q: 3 clusters Score -3574139 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3574817.250000 Penalty: 5099.409668
	Iteration 10Q: 3 clusters Score -3574817 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3575358.000000 Penalty: 5099.409668
	Iteration 11Q: 3 clusters Score -3575358 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3575822.250000 Penalty: 5099.409668
	Iteration 12Q: 3 clusters Score -3575822 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3576276.750000 Penalty: 5099.409668
	Iteration 13Q: 3 clusters Score -3576277 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3576684.250000 Penalty: 5099.409668
	Iteration 14Q: 3 clusters Score -3576684 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3577052.500000 Penalty: 5099.409668
	Iteration 15Q: 3 clusters Score -3577052 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3577350.000000 Penalty: 5099.409668
	Iteration 16Q: 3 clusters Score -3577350 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3577609.500000 Penalty: 5099.409668
	Iteration 17Q: 3 clusters Score -3577610 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3577858.000000 Penalty: 5099.409668
	Iteration 18Q: 3 clusters Score -3577858 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3578077.250000 Penalty: 5099.409668
	Iteration 19Q: 3 clusters Score -3578077 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3578266.750000 Penalty: 5099.409668
	Iteration 20F: 3 clusters Score -3578267 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3578420.000000 Penalty: 5099.409668
	Iteration 21Q: 3 clusters Score -3578420 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3578532.000000 Penalty: 5099.409668
	Iteration 22Q: 3 clusters Score -3578532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3578594.250000 Penalty: 5099.409668
	Iteration 23Q: 3 clusters Score -3578594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3578659.750000 Penalty: 5099.409668
	Iteration 24Q: 3 clusters Score -3578660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3578688.500000 Penalty: 5099.409668
	Iteration 25Q: 3 clusters Score -3578688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3578717.250000 Penalty: 5099.409668
	Iteration 26Q: 3 clusters Score -3578717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3578746.500000 Penalty: 5099.409668
	Iteration 27Q: 3 clusters Score -3578746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3578763.500000 Penalty: 5099.409668
	Iteration 28Q: 3 clusters Score -3578764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3578790.500000 Penalty: 5099.409668
	Iteration 29Q: 3 clusters Score -3578790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3578803.000000 Penalty: 5099.409668
	Iteration 30Q: 3 clusters Score -3578803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3578813.750000 Penalty: 5099.409668
	Iteration 31Q: 3 clusters Score -3578814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3578812.500000 Penalty: 5099.409668
	Iteration 32Q: 3 clusters Score -3578812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3578817.250000 Penalty: 5099.409668
	Iteration 33Q: 3 clusters Score -3578817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3578813.250000 Penalty: 5099.409668
	Iteration 34Q: 3 clusters Score -3578813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3578816.500000 Penalty: 5099.409668
	Iteration 35Q: 3 clusters Score -3578816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3578816.500000 Penalty: 5099.409668
	Iteration 36Q: 3 clusters Score -3578816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3578821.000000 Penalty: 5099.409668
	Iteration 37Q: 3 clusters Score -3578821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3578822.000000 Penalty: 5099.409668
	Iteration 38Q: 3 clusters Score -3578822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3578828.250000 Penalty: 5099.409668
	Iteration 39Q: 3 clusters Score -3578828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3578831.750000 Penalty: 5099.409668
	Iteration 40F: 3 clusters Score -3578832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3578829.750000 Penalty: 5099.409668
	Iteration 41Q: 3 clusters Score -3578830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3578832.750000 Penalty: 5099.409668
	Iteration 42Q: 3 clusters Score -3578833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3578834.500000 Penalty: 5099.409668
	Iteration 43Q: 3 clusters Score -3578834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3578836.750000 Penalty: 5099.409668
	Iteration 44Q: 3 clusters Score -3578837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3578838.500000 Penalty: 5099.409668
	Iteration 45Q: 3 clusters Score -3578838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3578840.750000 Penalty: 5099.409668
	Iteration 46Q: 3 clusters Score -3578841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3578840.750000 Penalty: 5099.409668
	Iteration 47F: 3 clusters Score -3578841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Entering Unmasked Estep 
Score: -2395248.500000 Penalty: 2449.021729
	Iteration 0F: 2 clusters Score -2395248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2381470.000000 Penalty: 4898.043457
	Iteration 0F: 3 clusters Score -2381470 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2386066.250000 Penalty: 4898.043457
	Iteration 1F: 3 clusters Score -2386066 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2386398.000000 Penalty: 4898.043457
	Iteration 2Q: 3 clusters Score -2386398 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2386705.750000 Penalty: 4898.043457
	Iteration 3Q: 3 clusters Score -2386706 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2386968.500000 Penalty: 4898.043457
	Iteration 4Q: 3 clusters Score -2386968 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2387176.500000 Penalty: 4898.043457
	Iteration 5Q: 3 clusters Score -2387176 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2387380.250000 Penalty: 4898.043457
	Iteration 6Q: 3 clusters Score -2387380 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2387596.500000 Penalty: 4898.043457
	Iteration 7Q: 3 clusters Score -2387596 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2387835.250000 Penalty: 4898.043457
	Iteration 8Q: 3 clusters Score -2387835 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2388135.500000 Penalty: 4898.043457
	Iteration 9Q: 3 clusters Score -2388136 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2388573.250000 Penalty: 4898.043457
	Iteration 10Q: 3 clusters Score -2388573 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2389195.250000 Penalty: 4898.043457
	Iteration 11Q: 3 clusters Score -2389195 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2390004.500000 Penalty: 4898.043457
	Iteration 12F: 3 clusters Score -2390004 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2390891.500000 Penalty: 4898.043457
	Iteration 13F: 3 clusters Score -2390892 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2391673.500000 Penalty: 4898.043457
	Iteration 14Q: 3 clusters Score -2391674 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2392188.000000 Penalty: 4898.043457
	Iteration 15Q: 3 clusters Score -2392188 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2392523.500000 Penalty: 4898.043457
	Iteration 16Q: 3 clusters Score -2392524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2392743.250000 Penalty: 4898.043457
	Iteration 17Q: 3 clusters Score -2392743 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2392869.750000 Penalty: 4898.043457
	Iteration 18Q: 3 clusters Score -2392870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2392939.000000 Penalty: 4898.043457
	Iteration 19Q: 3 clusters Score -2392939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2392970.000000 Penalty: 4898.043457
	Iteration 20F: 3 clusters Score -2392970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2392993.500000 Penalty: 4898.043457
	Iteration 21Q: 3 clusters Score -2392994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2393012.000000 Penalty: 4898.043457
	Iteration 22Q: 3 clusters Score -2393012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2393020.500000 Penalty: 4898.043457
	Iteration 23Q: 3 clusters Score -2393020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2393033.250000 Penalty: 4898.043457
	Iteration 24Q: 3 clusters Score -2393033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2393054.250000 Penalty: 4898.043457
	Iteration 25Q: 3 clusters Score -2393054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2393081.500000 Penalty: 4898.043457
	Iteration 26Q: 3 clusters Score -2393082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2393088.000000 Penalty: 4898.043457
	Iteration 27Q: 3 clusters Score -2393088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2393093.000000 Penalty: 4898.043457
	Iteration 28Q: 3 clusters Score -2393093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2393095.500000 Penalty: 4898.043457
	Iteration 29Q: 3 clusters Score -2393096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2393102.500000 Penalty: 4898.043457
	Iteration 30Q: 3 clusters Score -2393102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2393102.250000 Penalty: 4898.043457
	Iteration 31Q: 3 clusters Score -2393102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2393104.750000 Penalty: 4898.043457
	Iteration 32Q: 3 clusters Score -2393105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2393101.750000 Penalty: 4898.043457
	Iteration 33Q: 3 clusters Score -2393102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2393107.000000 Penalty: 4898.043457
	Iteration 34Q: 3 clusters Score -2393107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2393110.000000 Penalty: 4898.043457
	Iteration 35Q: 3 clusters Score -2393110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2393113.000000 Penalty: 4898.043457
	Iteration 36Q: 3 clusters Score -2393113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2393115.000000 Penalty: 4898.043457
	Iteration 37Q: 3 clusters Score -2393115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2393117.000000 Penalty: 4898.043457
	Iteration 38Q: 3 clusters Score -2393117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2393117.000000 Penalty: 4898.043457
	Iteration 39F: 3 clusters Score -2393117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Entering Unmasked Estep 
Score: -872768.125000 Penalty: 2201.071289
	Iteration 0F: 2 clusters Score -872768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -866885.000000 Penalty: 4402.142578
	Iteration 0F: 3 clusters Score -866885 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -868546.750000 Penalty: 4402.142578
	Iteration 1F: 3 clusters Score -868546.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -868850.562500 Penalty: 4402.142578
	Iteration 2F: 3 clusters Score -868850.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -869069.187500 Penalty: 4402.142578
	Iteration 3F: 3 clusters Score -869069.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -869251.812500 Penalty: 4402.142578
	Iteration 4Q: 3 clusters Score -869251.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -869386.125000 Penalty: 4402.142578
	Iteration 5Q: 3 clusters Score -869386.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -869489.687500 Penalty: 4402.142578
	Iteration 6Q: 3 clusters Score -869489.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -869565.312500 Penalty: 4402.142578
	Iteration 7Q: 3 clusters Score -869565.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -869633.312500 Penalty: 4402.142578
	Iteration 8Q: 3 clusters Score -869633.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -869682.375000 Penalty: 4402.142578
	Iteration 9Q: 3 clusters Score -869682.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -869728.312500 Penalty: 4402.142578
	Iteration 10Q: 3 clusters Score -869728.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -869771.000000 Penalty: 4402.142578
	Iteration 11Q: 3 clusters Score -869771 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -869814.500000 Penalty: 4402.142578
	Iteration 12Q: 3 clusters Score -869814.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -869854.812500 Penalty: 4402.142578
	Iteration 13Q: 3 clusters Score -869854.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -869888.437500 Penalty: 4402.142578
	Iteration 14Q: 3 clusters Score -869888.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -869935.750000 Penalty: 4402.142578
	Iteration 15Q: 3 clusters Score -869935.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -869977.500000 Penalty: 4402.142578
	Iteration 16Q: 3 clusters Score -869977.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -870017.500000 Penalty: 4402.142578
	Iteration 17Q: 3 clusters Score -870017.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -870061.437500 Penalty: 4402.142578
	Iteration 18Q: 3 clusters Score -870061.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -870100.437500 Penalty: 4402.142578
	Iteration 19Q: 3 clusters Score -870100.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -870135.562500 Penalty: 4402.142578
	Iteration 20F: 3 clusters Score -870135.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -870184.562500 Penalty: 4402.142578
	Iteration 21Q: 3 clusters Score -870184.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -870222.562500 Penalty: 4402.142578
	Iteration 22Q: 3 clusters Score -870222.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -870263.000000 Penalty: 4402.142578
	Iteration 23Q: 3 clusters Score -870263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -870317.625000 Penalty: 4402.142578
	Iteration 24Q: 3 clusters Score -870317.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -870368.062500 Penalty: 4402.142578
	Iteration 25Q: 3 clusters Score -870368.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -870430.312500 Penalty: 4402.142578
	Iteration 26Q: 3 clusters Score -870430.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -870492.250000 Penalty: 4402.142578
	Iteration 27Q: 3 clusters Score -870492.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -870556.437500 Penalty: 4402.142578
	Iteration 28Q: 3 clusters Score -870556.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -870616.250000 Penalty: 4402.142578
	Iteration 29Q: 3 clusters Score -870616.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -870673.625000 Penalty: 4402.142578
	Iteration 30Q: 3 clusters Score -870673.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -870715.000000 Penalty: 4402.142578
	Iteration 31Q: 3 clusters Score -870715 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -870762.500000 Penalty: 4402.142578
	Iteration 32Q: 3 clusters Score -870762.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -870824.062500 Penalty: 4402.142578
	Iteration 33Q: 3 clusters Score -870824.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -870869.187500 Penalty: 4402.142578
	Iteration 34Q: 3 clusters Score -870869.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -870891.875000 Penalty: 4402.142578
	Iteration 35Q: 3 clusters Score -870891.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -870917.562500 Penalty: 4402.142578
	Iteration 36Q: 3 clusters Score -870917.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -870946.437500 Penalty: 4402.142578
	Iteration 37Q: 3 clusters Score -870946.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -870975.937500 Penalty: 4402.142578
	Iteration 38Q: 3 clusters Score -870975.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -871007.500000 Penalty: 4402.142578
	Iteration 39Q: 3 clusters Score -871007.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -871023.187500 Penalty: 4402.142578
	Iteration 40F: 3 clusters Score -871023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -871043.187500 Penalty: 4402.142578
	Iteration 41Q: 3 clusters Score -871043.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -871053.500000 Penalty: 4402.142578
	Iteration 42Q: 3 clusters Score -871053.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -871063.250000 Penalty: 4402.142578
	Iteration 43Q: 3 clusters Score -871063.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -871072.312500 Penalty: 4402.142578
	Iteration 44Q: 3 clusters Score -871072.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -871079.062500 Penalty: 4402.142578
	Iteration 45Q: 3 clusters Score -871079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -871086.437500 Penalty: 4402.142578
	Iteration 46Q: 3 clusters Score -871086.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -871087.812500 Penalty: 4402.142578
	Iteration 47Q: 3 clusters Score -871087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -871094.125000 Penalty: 4402.142578
	Iteration 48Q: 3 clusters Score -871094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -871093.250000 Penalty: 4402.142578
	Iteration 49Q: 3 clusters Score -871093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -871093.687500 Penalty: 4402.142578
	Iteration 50Q: 3 clusters Score -871093.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -871096.375000 Penalty: 4402.142578
	Iteration 51Q: 3 clusters Score -871096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -871099.500000 Penalty: 4402.142578
	Iteration 52Q: 3 clusters Score -871099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -871099.812500 Penalty: 4402.142578
	Iteration 53Q: 3 clusters Score -871099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -871100.937500 Penalty: 4402.142578
	Iteration 54Q: 3 clusters Score -871100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -871101.562500 Penalty: 4402.142578
	Iteration 55Q: 3 clusters Score -871101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -871101.625000 Penalty: 4402.142578
	Iteration 56Q: 3 clusters Score -871101.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -871104.187500 Penalty: 4402.142578
	Iteration 57Q: 3 clusters Score -871104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -871107.125000 Penalty: 4402.142578
	Iteration 58Q: 3 clusters Score -871107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -871108.062500 Penalty: 4402.142578
	Iteration 59Q: 3 clusters Score -871108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -871109.562500 Penalty: 4402.142578
	Iteration 60F: 3 clusters Score -871109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -871108.625000 Penalty: 4402.142578
	Iteration 61Q: 3 clusters Score -871108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -871110.250000 Penalty: 4402.142578
	Iteration 62Q: 3 clusters Score -871110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -871109.000000 Penalty: 4402.142578
	Iteration 63Q: 3 clusters Score -871109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -871113.562500 Penalty: 4402.142578
	Iteration 64Q: 3 clusters Score -871113.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -871115.687500 Penalty: 4402.142578
	Iteration 65Q: 3 clusters Score -871115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -871117.312500 Penalty: 4402.142578
	Iteration 66Q: 3 clusters Score -871117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -871117.312500 Penalty: 4402.142578
	Iteration 67F: 3 clusters Score -871117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Entering Unmasked Estep 
Score: -1556542.875000 Penalty: 2349.593018
	Iteration 0F: 2 clusters Score -1556543 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 6506 members 
Entering Unmasked Estep 
Score: -1546955.750000 Penalty: 4699.186035
	Iteration 0F: 3 clusters Score -1546956 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1550020.125000 Penalty: 4699.186035
	Iteration 1F: 3 clusters Score -1550020 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1550508.750000 Penalty: 4699.186035
	Iteration 2F: 3 clusters Score -1550509 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1551134.625000 Penalty: 4699.186035
	Iteration 3F: 3 clusters Score -1551135 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1551951.875000 Penalty: 4699.186035
	Iteration 4F: 3 clusters Score -1551952 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1552755.875000 Penalty: 4699.186035
	Iteration 5F: 3 clusters Score -1552756 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1553394.125000 Penalty: 4699.186035
	Iteration 6F: 3 clusters Score -1553394 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1553888.250000 Penalty: 4699.186035
	Iteration 7F: 3 clusters Score -1553888 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1554311.000000 Penalty: 4699.186035
	Iteration 8Q: 3 clusters Score -1554311 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1554646.625000 Penalty: 4699.186035
	Iteration 9Q: 3 clusters Score -1554647 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1554896.125000 Penalty: 4699.186035
	Iteration 10Q: 3 clusters Score -1554896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1555112.750000 Penalty: 4699.186035
	Iteration 11Q: 3 clusters Score -1555113 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1555272.250000 Penalty: 4699.186035
	Iteration 12Q: 3 clusters Score -1555272 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1555406.000000 Penalty: 4699.186035
	Iteration 13Q: 3 clusters Score -1555406 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1555472.375000 Penalty: 4699.186035
	Iteration 14Q: 3 clusters Score -1555472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1555517.125000 Penalty: 4699.186035
	Iteration 15Q: 3 clusters Score -1555517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1555554.250000 Penalty: 4699.186035
	Iteration 16Q: 3 clusters Score -1555554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1555592.375000 Penalty: 4699.186035
	Iteration 17Q: 3 clusters Score -1555592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1555611.500000 Penalty: 4699.186035
	Iteration 18Q: 3 clusters Score -1555612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1555634.125000 Penalty: 4699.186035
	Iteration 19Q: 3 clusters Score -1555634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1555653.250000 Penalty: 4699.186035
	Iteration 20F: 3 clusters Score -1555653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1555663.750000 Penalty: 4699.186035
	Iteration 21Q: 3 clusters Score -1555664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1555678.125000 Penalty: 4699.186035
	Iteration 22Q: 3 clusters Score -1555678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1555693.250000 Penalty: 4699.186035
	Iteration 23Q: 3 clusters Score -1555693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1555701.000000 Penalty: 4699.186035
	Iteration 24Q: 3 clusters Score -1555701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1555706.000000 Penalty: 4699.186035
	Iteration 25Q: 3 clusters Score -1555706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1555709.250000 Penalty: 4699.186035
	Iteration 26Q: 3 clusters Score -1555709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1555716.250000 Penalty: 4699.186035
	Iteration 27Q: 3 clusters Score -1555716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1555723.625000 Penalty: 4699.186035
	Iteration 28Q: 3 clusters Score -1555724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1555731.125000 Penalty: 4699.186035
	Iteration 29Q: 3 clusters Score -1555731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1555738.500000 Penalty: 4699.186035
	Iteration 30Q: 3 clusters Score -1555738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1555738.375000 Penalty: 4699.186035
	Iteration 31Q: 3 clusters Score -1555738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1555743.375000 Penalty: 4699.186035
	Iteration 32Q: 3 clusters Score -1555743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1555745.375000 Penalty: 4699.186035
	Iteration 33Q: 3 clusters Score -1555745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1555752.500000 Penalty: 4699.186035
	Iteration 34Q: 3 clusters Score -1555752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1555761.375000 Penalty: 4699.186035
	Iteration 35Q: 3 clusters Score -1555761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1555774.250000 Penalty: 4699.186035
	Iteration 36Q: 3 clusters Score -1555774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1555783.750000 Penalty: 4699.186035
	Iteration 37Q: 3 clusters Score -1555784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1555789.000000 Penalty: 4699.186035
	Iteration 38Q: 3 clusters Score -1555789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1555793.750000 Penalty: 4699.186035
	Iteration 39Q: 3 clusters Score -1555794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1555798.875000 Penalty: 4699.186035
	Iteration 40F: 3 clusters Score -1555799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1555804.500000 Penalty: 4699.186035
	Iteration 41Q: 3 clusters Score -1555804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1555809.875000 Penalty: 4699.186035
	Iteration 42Q: 3 clusters Score -1555810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1555817.375000 Penalty: 4699.186035
	Iteration 43Q: 3 clusters Score -1555817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1555823.500000 Penalty: 4699.186035
	Iteration 44Q: 3 clusters Score -1555824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1555829.375000 Penalty: 4699.186035
	Iteration 45Q: 3 clusters Score -1555829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1555832.125000 Penalty: 4699.186035
	Iteration 46Q: 3 clusters Score -1555832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1555833.500000 Penalty: 4699.186035
	Iteration 47Q: 3 clusters Score -1555834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1555837.000000 Penalty: 4699.186035
	Iteration 48Q: 3 clusters Score -1555837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1555836.375000 Penalty: 4699.186035
	Iteration 49Q: 3 clusters Score -1555836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1555837.000000 Penalty: 4699.186035
	Iteration 50Q: 3 clusters Score -1555837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1555838.000000 Penalty: 4699.186035
	Iteration 51Q: 3 clusters Score -1555838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1555840.000000 Penalty: 4699.186035
	Iteration 52Q: 3 clusters Score -1555840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1555838.625000 Penalty: 4699.186035
	Iteration 53Q: 3 clusters Score -1555839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1555839.625000 Penalty: 4699.186035
	Iteration 54Q: 3 clusters Score -1555840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1555840.625000 Penalty: 4699.186035
	Iteration 55Q: 3 clusters Score -1555841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1555838.000000 Penalty: 4699.186035
	Iteration 56Q: 3 clusters Score -1555838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1555839.500000 Penalty: 4699.186035
	Iteration 57Q: 3 clusters Score -1555840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1555839.500000 Penalty: 4699.186035
	Iteration 58F: 3 clusters Score -1555840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170570 members 
Entering Unmasked Estep 
Score: -21004510.000000 Penalty: 2987.631348
	Iteration 0F: 2 clusters Score -2.100451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -20892138.000000 Penalty: 5975.262695
	Iteration 0F: 3 clusters Score -2.089214e+07 nChanged 81780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -20939768.000000 Penalty: 5975.262695
	Iteration 1F: 3 clusters Score -2.093977e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -20940940.000000 Penalty: 5975.262695
	Iteration 2Q: 3 clusters Score -2.094094e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -20942058.000000 Penalty: 5975.262695
	Iteration 3Q: 3 clusters Score -2.094206e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -20943636.000000 Penalty: 5975.262695
	Iteration 4Q: 3 clusters Score -2.094364e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -20945574.000000 Penalty: 5975.262695
	Iteration 5Q: 3 clusters Score -2.094557e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -20948224.000000 Penalty: 5975.262695
	Iteration 6Q: 3 clusters Score -2.094822e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -20952282.000000 Penalty: 5975.262695
	Iteration 7Q: 3 clusters Score -2.095228e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -20958378.000000 Penalty: 5975.262695
	Iteration 8F: 3 clusters Score -2.095838e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114224 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -20966762.000000 Penalty: 5975.262695
	Iteration 9F: 3 clusters Score -2.096676e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -20975856.000000 Penalty: 5975.262695
	Iteration 10F: 3 clusters Score -2.097586e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126550 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -20983626.000000 Penalty: 5975.262695
	Iteration 11F: 3 clusters Score -2.098363e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -20988756.000000 Penalty: 5975.262695
	Iteration 12Q: 3 clusters Score -2.098876e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -20991710.000000 Penalty: 5975.262695
	Iteration 13Q: 3 clusters Score -2.099171e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135655 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -20993636.000000 Penalty: 5975.262695
	Iteration 14Q: 3 clusters Score -2.099364e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -20995018.000000 Penalty: 5975.262695
	Iteration 15Q: 3 clusters Score -2.099502e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -20996118.000000 Penalty: 5975.262695
	Iteration 16Q: 3 clusters Score -2.099612e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141834 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -20997044.000000 Penalty: 5975.262695
	Iteration 17Q: 3 clusters Score -2.099704e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143539 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -20997856.000000 Penalty: 5975.262695
	Iteration 18Q: 3 clusters Score -2.099786e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145056 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -20998700.000000 Penalty: 5975.262695
	Iteration 19Q: 3 clusters Score -2.09987e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146422 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -20999240.000000 Penalty: 5975.262695
	Iteration 20F: 3 clusters Score -2.099924e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -20999720.000000 Penalty: 5975.262695
	Iteration 21Q: 3 clusters Score -2.099972e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -21000170.000000 Penalty: 5975.262695
	Iteration 22Q: 3 clusters Score -2.100017e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149838 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -21000476.000000 Penalty: 5975.262695
	Iteration 23Q: 3 clusters Score -2.100048e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -21000712.000000 Penalty: 5975.262695
	Iteration 24Q: 3 clusters Score -2.100071e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151706 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -21000868.000000 Penalty: 5975.262695
	Iteration 25Q: 3 clusters Score -2.100087e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152516 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -21001064.000000 Penalty: 5975.262695
	Iteration 26Q: 3 clusters Score -2.100106e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -21001284.000000 Penalty: 5975.262695
	Iteration 27Q: 3 clusters Score -2.100128e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154026 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -21001464.000000 Penalty: 5975.262695
	Iteration 28Q: 3 clusters Score -2.100146e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -21001636.000000 Penalty: 5975.262695
	Iteration 29Q: 3 clusters Score -2.100164e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -21001728.000000 Penalty: 5975.262695
	Iteration 30Q: 3 clusters Score -2.100173e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156125 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -21001880.000000 Penalty: 5975.262695
	Iteration 31Q: 3 clusters Score -2.100188e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -21001980.000000 Penalty: 5975.262695
	Iteration 32Q: 3 clusters Score -2.100198e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -21001984.000000 Penalty: 5975.262695
	Iteration 33Q: 3 clusters Score -2.100198e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157901 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -21002078.000000 Penalty: 5975.262695
	Iteration 34Q: 3 clusters Score -2.100208e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -21002184.000000 Penalty: 5975.262695
	Iteration 35Q: 3 clusters Score -2.100218e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159030 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -21002314.000000 Penalty: 5975.262695
	Iteration 36Q: 3 clusters Score -2.100231e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -21002376.000000 Penalty: 5975.262695
	Iteration 37Q: 3 clusters Score -2.100238e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -21002460.000000 Penalty: 5975.262695
	Iteration 38Q: 3 clusters Score -2.100246e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -21002522.000000 Penalty: 5975.262695
	Iteration 39Q: 3 clusters Score -2.100252e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160808 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -21002642.000000 Penalty: 5975.262695
	Iteration 40F: 3 clusters Score -2.100264e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161171 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -21002708.000000 Penalty: 5975.262695
	Iteration 41Q: 3 clusters Score -2.100271e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -21002782.000000 Penalty: 5975.262695
	Iteration 42Q: 3 clusters Score -2.100278e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -21002764.000000 Penalty: 5975.262695
	Iteration 43Q: 3 clusters Score -2.100276e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162106 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -21002822.000000 Penalty: 5975.262695
	Iteration 44Q: 3 clusters Score -2.100282e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162413 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -21002914.000000 Penalty: 5975.262695
	Iteration 45Q: 3 clusters Score -2.100291e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -21002956.000000 Penalty: 5975.262695
	Iteration 46Q: 3 clusters Score -2.100296e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163015 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -21002984.000000 Penalty: 5975.262695
	Iteration 47Q: 3 clusters Score -2.100298e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163287 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -21002972.000000 Penalty: 5975.262695
	Iteration 48Q: 3 clusters Score -2.100297e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163558 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -21003040.000000 Penalty: 5975.262695
	Iteration 49Q: 3 clusters Score -2.100304e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -21003068.000000 Penalty: 5975.262695
	Iteration 50Q: 3 clusters Score -2.100307e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164021 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -21003094.000000 Penalty: 5975.262695
	Iteration 51Q: 3 clusters Score -2.100309e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -21003152.000000 Penalty: 5975.262695
	Iteration 52Q: 3 clusters Score -2.100315e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -21003168.000000 Penalty: 5975.262695
	Iteration 53Q: 3 clusters Score -2.100317e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -21003196.000000 Penalty: 5975.262695
	Iteration 54Q: 3 clusters Score -2.10032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -21003224.000000 Penalty: 5975.262695
	Iteration 55Q: 3 clusters Score -2.100322e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -21003268.000000 Penalty: 5975.262695
	Iteration 56Q: 3 clusters Score -2.100327e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -21003232.000000 Penalty: 5975.262695
	Iteration 57Q: 3 clusters Score -2.100323e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -21003206.000000 Penalty: 5975.262695
	Iteration 58Q: 3 clusters Score -2.100321e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -21003262.000000 Penalty: 5975.262695
	Iteration 59Q: 3 clusters Score -2.100326e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -21003290.000000 Penalty: 5975.262695
	Iteration 60F: 3 clusters Score -2.100329e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165276 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -21003262.000000 Penalty: 5975.262695
	Iteration 61Q: 3 clusters Score -2.100326e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -21003296.000000 Penalty: 5975.262695
	Iteration 62Q: 3 clusters Score -2.10033e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165437 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -21003302.000000 Penalty: 5975.262695
	Iteration 63Q: 3 clusters Score -2.10033e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165503 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -21003312.000000 Penalty: 5975.262695
	Iteration 64Q: 3 clusters Score -2.100331e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -21003304.000000 Penalty: 5975.262695
	Iteration 65Q: 3 clusters Score -2.10033e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -21003338.000000 Penalty: 5975.262695
	Iteration 66Q: 3 clusters Score -2.100334e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -21003354.000000 Penalty: 5975.262695
	Iteration 67Q: 3 clusters Score -2.100335e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -21003358.000000 Penalty: 5975.262695
	Iteration 68Q: 3 clusters Score -2.100336e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165845 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -21003346.000000 Penalty: 5975.262695
	Iteration 69Q: 3 clusters Score -2.100335e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165901 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -21003300.000000 Penalty: 5975.262695
	Iteration 70Q: 3 clusters Score -2.10033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -21003320.000000 Penalty: 5975.262695
	Iteration 71Q: 3 clusters Score -2.100332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -21003320.000000 Penalty: 5975.262695
	Iteration 72Q: 3 clusters Score -2.100332e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166044 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -21003328.000000 Penalty: 5975.262695
	Iteration 73Q: 3 clusters Score -2.100333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166074 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -21003318.000000 Penalty: 5975.262695
	Iteration 74Q: 3 clusters Score -2.100332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -21003344.000000 Penalty: 5975.262695
	Iteration 75Q: 3 clusters Score -2.100334e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -21003354.000000 Penalty: 5975.262695
	Iteration 76Q: 3 clusters Score -2.100335e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166189 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -21003382.000000 Penalty: 5975.262695
	Iteration 77Q: 3 clusters Score -2.100338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166222 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -21003350.000000 Penalty: 5975.262695
	Iteration 78Q: 3 clusters Score -2.100335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166262 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -21003350.000000 Penalty: 5975.262695
	Iteration 79Q: 3 clusters Score -2.100335e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -21003350.000000 Penalty: 5975.262695
	Iteration 80F: 3 clusters Score -2.100335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -21003322.000000 Penalty: 5975.262695
	Iteration 81Q: 3 clusters Score -2.100332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166371 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -21003340.000000 Penalty: 5975.262695
	Iteration 82Q: 3 clusters Score -2.100334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166401 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -21003326.000000 Penalty: 5975.262695
	Iteration 83Q: 3 clusters Score -2.100333e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -21003330.000000 Penalty: 5975.262695
	Iteration 84Q: 3 clusters Score -2.100333e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166466 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -21003342.000000 Penalty: 5975.262695
	Iteration 85Q: 3 clusters Score -2.100334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166493 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -21003326.000000 Penalty: 5975.262695
	Iteration 86Q: 3 clusters Score -2.100333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166517 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -21003332.000000 Penalty: 5975.262695
	Iteration 87Q: 3 clusters Score -2.100333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166542 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -21003326.000000 Penalty: 5975.262695
	Iteration 88Q: 3 clusters Score -2.100333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -21003328.000000 Penalty: 5975.262695
	Iteration 89Q: 3 clusters Score -2.100333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -21003352.000000 Penalty: 5975.262695
	Iteration 90Q: 3 clusters Score -2.100335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21003346.000000 Penalty: 5975.262695
	Iteration 91Q: 3 clusters Score -2.100335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -21003346.000000 Penalty: 5975.262695
	Iteration 92Q: 3 clusters Score -2.100335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -21003346.000000 Penalty: 5975.262695
	Iteration 93Q: 3 clusters Score -2.100335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -21003348.000000 Penalty: 5975.262695
	Iteration 94Q: 3 clusters Score -2.100335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -21003340.000000 Penalty: 5975.262695
	Iteration 95Q: 3 clusters Score -2.100334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166629 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -21003346.000000 Penalty: 5975.262695
	Iteration 96Q: 3 clusters Score -2.100335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -21003336.000000 Penalty: 5975.262695
	Iteration 97Q: 3 clusters Score -2.100334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166635 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -21003336.000000 Penalty: 5975.262695
	Iteration 98Q: 3 clusters Score -2.100334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -21003346.000000 Penalty: 5975.262695
	Iteration 99Q: 3 clusters Score -2.100335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -21003348.000000 Penalty: 5975.262695
	Iteration 100F: 3 clusters Score -2.100335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21003344.000000 Penalty: 5975.262695
	Iteration 101Q: 3 clusters Score -2.100334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21003348.000000 Penalty: 5975.262695
	Iteration 102Q: 3 clusters Score -2.100335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -21003360.000000 Penalty: 5975.262695
	Iteration 103Q: 3 clusters Score -2.100336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21003354.000000 Penalty: 5975.262695
	Iteration 104Q: 3 clusters Score -2.100335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -21003346.000000 Penalty: 5975.262695
	Iteration 105Q: 3 clusters Score -2.100335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166650 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -21003358.000000 Penalty: 5975.262695
	Iteration 106Q: 3 clusters Score -2.100336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166653 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -21003348.000000 Penalty: 5975.262695
	Iteration 107Q: 3 clusters Score -2.100335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -21003342.000000 Penalty: 5975.262695
	Iteration 108Q: 3 clusters Score -2.100334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -21003334.000000 Penalty: 5975.262695
	Iteration 109Q: 3 clusters Score -2.100333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -21003336.000000 Penalty: 5975.262695
	Iteration 110Q: 3 clusters Score -2.100334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -21003336.000000 Penalty: 5975.262695
	Iteration 111Q: 3 clusters Score -2.100334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166682 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21003340.000000 Penalty: 5975.262695
	Iteration 112Q: 3 clusters Score -2.100334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -21003324.000000 Penalty: 5975.262695
	Iteration 113Q: 3 clusters Score -2.100332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -21003318.000000 Penalty: 5975.262695
	Iteration 114Q: 3 clusters Score -2.100332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166707 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -21003322.000000 Penalty: 5975.262695
	Iteration 115Q: 3 clusters Score -2.100332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -21003308.000000 Penalty: 5975.262695
	Iteration 116Q: 3 clusters Score -2.100331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -21003320.000000 Penalty: 5975.262695
	Iteration 117Q: 3 clusters Score -2.100332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166749 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -21003294.000000 Penalty: 5975.262695
	Iteration 118Q: 3 clusters Score -2.100329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -21003310.000000 Penalty: 5975.262695
	Iteration 119Q: 3 clusters Score -2.100331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166763 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -21003292.000000 Penalty: 5975.262695
	Iteration 120F: 3 clusters Score -2.100329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -21003302.000000 Penalty: 5975.262695
	Iteration 121Q: 3 clusters Score -2.10033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -21003296.000000 Penalty: 5975.262695
	Iteration 122Q: 3 clusters Score -2.10033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166772 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -21003296.000000 Penalty: 5975.262695
	Iteration 123Q: 3 clusters Score -2.10033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -21003308.000000 Penalty: 5975.262695
	Iteration 124Q: 3 clusters Score -2.100331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -21003316.000000 Penalty: 5975.262695
	Iteration 125Q: 3 clusters Score -2.100332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -21003312.000000 Penalty: 5975.262695
	Iteration 126Q: 3 clusters Score -2.100331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -21003302.000000 Penalty: 5975.262695
	Iteration 127Q: 3 clusters Score -2.10033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166788 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -21003294.000000 Penalty: 5975.262695
	Iteration 128Q: 3 clusters Score -2.100329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166795 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -21003282.000000 Penalty: 5975.262695
	Iteration 129Q: 3 clusters Score -2.100328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -21003286.000000 Penalty: 5975.262695
	Iteration 130Q: 3 clusters Score -2.100329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166802 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -21003288.000000 Penalty: 5975.262695
	Iteration 131Q: 3 clusters Score -2.100329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -21003290.000000 Penalty: 5975.262695
	Iteration 132Q: 3 clusters Score -2.100329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -21003286.000000 Penalty: 5975.262695
	Iteration 133Q: 3 clusters Score -2.100329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21003296.000000 Penalty: 5975.262695
	Iteration 134Q: 3 clusters Score -2.10033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -21003288.000000 Penalty: 5975.262695
	Iteration 135Q: 3 clusters Score -2.100329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21003290.000000 Penalty: 5975.262695
	Iteration 136Q: 3 clusters Score -2.100329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166828 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -21003284.000000 Penalty: 5975.262695
	Iteration 137Q: 3 clusters Score -2.100328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -21003282.000000 Penalty: 5975.262695
	Iteration 138Q: 3 clusters Score -2.100328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21003282.000000 Penalty: 5975.262695
	Iteration 139Q: 3 clusters Score -2.100328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21003282.000000 Penalty: 5975.262695
	Iteration 140F: 3 clusters Score -2.100328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -700234.875000 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -700234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -695176.812500 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -695176.8 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -696654.062500 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -696654.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -697055.312500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -697055.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -697352.250000 Penalty: 4300.277344
	Iteration 3F: 3 clusters Score -697352.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -697626.562500 Penalty: 4300.277344
	Iteration 4F: 3 clusters Score -697626.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -697844.687500 Penalty: 4300.277344
	Iteration 5F: 3 clusters Score -697844.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -698033.000000 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -698033 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -698174.437500 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -698174.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -698270.937500 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -698270.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -698343.000000 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -698343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -698382.812500 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -698382.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -698412.812500 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -698412.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -698443.500000 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -698443.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -698475.312500 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -698475.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -698505.937500 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -698505.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -698532.375000 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -698532.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -698548.250000 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -698548.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -698560.250000 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -698560.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -698573.250000 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -698573.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -698585.437500 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -698585.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -698595.812500 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -698595.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -698608.937500 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -698608.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -698617.062500 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -698617.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -698623.750000 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -698623.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -698630.125000 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -698630.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -698640.875000 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -698640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -698650.500000 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -698650.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -698661.937500 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -698661.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -698667.187500 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -698667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -698673.187500 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -698673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -698676.187500 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -698676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -698683.125000 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -698683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -698687.750000 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -698687.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -698694.875000 Penalty: 4300.277344
	Iteration 33Q: 3 clusters Score -698694.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -698699.562500 Penalty: 4300.277344
	Iteration 34Q: 3 clusters Score -698699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -698703.500000 Penalty: 4300.277344
	Iteration 35Q: 3 clusters Score -698703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -698704.500000 Penalty: 4300.277344
	Iteration 36Q: 3 clusters Score -698704.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -698708.312500 Penalty: 4300.277344
	Iteration 37Q: 3 clusters Score -698708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -698708.562500 Penalty: 4300.277344
	Iteration 38Q: 3 clusters Score -698708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -698709.687500 Penalty: 4300.277344
	Iteration 39Q: 3 clusters Score -698709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -698713.375000 Penalty: 4300.277344
	Iteration 40F: 3 clusters Score -698713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -698714.687500 Penalty: 4300.277344
	Iteration 41Q: 3 clusters Score -698714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -698712.812500 Penalty: 4300.277344
	Iteration 42Q: 3 clusters Score -698712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -698713.937500 Penalty: 4300.277344
	Iteration 43Q: 3 clusters Score -698713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -698713.875000 Penalty: 4300.277344
	Iteration 44Q: 3 clusters Score -698713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -698716.750000 Penalty: 4300.277344
	Iteration 45Q: 3 clusters Score -698716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -698717.562500 Penalty: 4300.277344
	Iteration 46Q: 3 clusters Score -698717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -698719.250000 Penalty: 4300.277344
	Iteration 47Q: 3 clusters Score -698719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -698717.125000 Penalty: 4300.277344
	Iteration 48Q: 3 clusters Score -698717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -698717.125000 Penalty: 4300.277344
	Iteration 49F: 3 clusters Score -698717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Entering Unmasked Estep 
Score: -6794251.500000 Penalty: 2707.981445
	Iteration 0F: 2 clusters Score -6794252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -6757173.000000 Penalty: 5415.962891
	Iteration 0F: 3 clusters Score -6757173 nChanged 25551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -6771858.500000 Penalty: 5415.962891
	Iteration 1F: 3 clusters Score -6771858 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -6772829.000000 Penalty: 5415.962891
	Iteration 2Q: 3 clusters Score -6772829 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -6774062.000000 Penalty: 5415.962891
	Iteration 3F: 3 clusters Score -6774062 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -6775914.000000 Penalty: 5415.962891
	Iteration 4F: 3 clusters Score -6775914 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -6778261.000000 Penalty: 5415.962891
	Iteration 5F: 3 clusters Score -6778261 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -6780561.000000 Penalty: 5415.962891
	Iteration 6F: 3 clusters Score -6780561 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -6782772.500000 Penalty: 5415.962891
	Iteration 7F: 3 clusters Score -6782772 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -6784684.000000 Penalty: 5415.962891
	Iteration 8F: 3 clusters Score -6784684 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -6786407.000000 Penalty: 5415.962891
	Iteration 9Q: 3 clusters Score -6786407 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -6788099.000000 Penalty: 5415.962891
	Iteration 10Q: 3 clusters Score -6788099 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -6789491.500000 Penalty: 5415.962891
	Iteration 11Q: 3 clusters Score -6789492 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6790585.000000 Penalty: 5415.962891
	Iteration 12Q: 3 clusters Score -6790585 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6791352.500000 Penalty: 5415.962891
	Iteration 13Q: 3 clusters Score -6791352 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6791867.500000 Penalty: 5415.962891
	Iteration 14Q: 3 clusters Score -6791868 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6792081.000000 Penalty: 5415.962891
	Iteration 15Q: 3 clusters Score -6792081 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6792209.000000 Penalty: 5415.962891
	Iteration 16Q: 3 clusters Score -6792209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6792299.000000 Penalty: 5415.962891
	Iteration 17Q: 3 clusters Score -6792299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6792337.500000 Penalty: 5415.962891
	Iteration 18Q: 3 clusters Score -6792338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6792383.500000 Penalty: 5415.962891
	Iteration 19Q: 3 clusters Score -6792384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6792405.000000 Penalty: 5415.962891
	Iteration 20F: 3 clusters Score -6792405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6792417.500000 Penalty: 5415.962891
	Iteration 21Q: 3 clusters Score -6792418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6792430.500000 Penalty: 5415.962891
	Iteration 22Q: 3 clusters Score -6792430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6792433.000000 Penalty: 5415.962891
	Iteration 23Q: 3 clusters Score -6792433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6792440.000000 Penalty: 5415.962891
	Iteration 24Q: 3 clusters Score -6792440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6792446.500000 Penalty: 5415.962891
	Iteration 25Q: 3 clusters Score -6792446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6792451.000000 Penalty: 5415.962891
	Iteration 26Q: 3 clusters Score -6792451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6792457.500000 Penalty: 5415.962891
	Iteration 27Q: 3 clusters Score -6792458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6792466.000000 Penalty: 5415.962891
	Iteration 28Q: 3 clusters Score -6792466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6792469.500000 Penalty: 5415.962891
	Iteration 29Q: 3 clusters Score -6792470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6792469.000000 Penalty: 5415.962891
	Iteration 30Q: 3 clusters Score -6792469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6792475.000000 Penalty: 5415.962891
	Iteration 31Q: 3 clusters Score -6792475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6792484.000000 Penalty: 5415.962891
	Iteration 32Q: 3 clusters Score -6792484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6792495.000000 Penalty: 5415.962891
	Iteration 33Q: 3 clusters Score -6792495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6792505.500000 Penalty: 5415.962891
	Iteration 34Q: 3 clusters Score -6792506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6792501.000000 Penalty: 5415.962891
	Iteration 35Q: 3 clusters Score -6792501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6792504.000000 Penalty: 5415.962891
	Iteration 36Q: 3 clusters Score -6792504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6792504.000000 Penalty: 5415.962891
	Iteration 37F: 3 clusters Score -6792504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Entering Unmasked Estep 
Score: -1280306.000000 Penalty: 2304.396240
	Iteration 0F: 2 clusters Score -1280306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1272136.750000 Penalty: 4608.792480
	Iteration 0F: 3 clusters Score -1272137 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1274680.375000 Penalty: 4608.792480
	Iteration 1F: 3 clusters Score -1274680 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1275072.625000 Penalty: 4608.792480
	Iteration 2F: 3 clusters Score -1275073 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1275401.000000 Penalty: 4608.792480
	Iteration 3F: 3 clusters Score -1275401 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1275683.375000 Penalty: 4608.792480
	Iteration 4Q: 3 clusters Score -1275683 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1275943.125000 Penalty: 4608.792480
	Iteration 5Q: 3 clusters Score -1275943 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1276209.625000 Penalty: 4608.792480
	Iteration 6Q: 3 clusters Score -1276210 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1276475.250000 Penalty: 4608.792480
	Iteration 7Q: 3 clusters Score -1276475 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1276764.500000 Penalty: 4608.792480
	Iteration 8Q: 3 clusters Score -1276764 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1277030.375000 Penalty: 4608.792480
	Iteration 9Q: 3 clusters Score -1277030 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1277240.750000 Penalty: 4608.792480
	Iteration 10Q: 3 clusters Score -1277241 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1277466.250000 Penalty: 4608.792480
	Iteration 11Q: 3 clusters Score -1277466 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1277683.250000 Penalty: 4608.792480
	Iteration 12Q: 3 clusters Score -1277683 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1277895.375000 Penalty: 4608.792480
	Iteration 13Q: 3 clusters Score -1277895 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1278088.750000 Penalty: 4608.792480
	Iteration 14Q: 3 clusters Score -1278089 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1278217.000000 Penalty: 4608.792480
	Iteration 15Q: 3 clusters Score -1278217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1278308.500000 Penalty: 4608.792480
	Iteration 16Q: 3 clusters Score -1278308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1278382.625000 Penalty: 4608.792480
	Iteration 17Q: 3 clusters Score -1278383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1278435.875000 Penalty: 4608.792480
	Iteration 18Q: 3 clusters Score -1278436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1278464.500000 Penalty: 4608.792480
	Iteration 19Q: 3 clusters Score -1278464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1278482.750000 Penalty: 4608.792480
	Iteration 20F: 3 clusters Score -1278483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1278499.625000 Penalty: 4608.792480
	Iteration 21Q: 3 clusters Score -1278500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1278512.625000 Penalty: 4608.792480
	Iteration 22Q: 3 clusters Score -1278513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1278528.250000 Penalty: 4608.792480
	Iteration 23Q: 3 clusters Score -1278528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1278540.250000 Penalty: 4608.792480
	Iteration 24Q: 3 clusters Score -1278540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1278548.875000 Penalty: 4608.792480
	Iteration 25Q: 3 clusters Score -1278549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1278554.375000 Penalty: 4608.792480
	Iteration 26Q: 3 clusters Score -1278554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1278555.750000 Penalty: 4608.792480
	Iteration 27Q: 3 clusters Score -1278556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1278562.250000 Penalty: 4608.792480
	Iteration 28Q: 3 clusters Score -1278562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1278564.750000 Penalty: 4608.792480
	Iteration 29Q: 3 clusters Score -1278565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1278566.625000 Penalty: 4608.792480
	Iteration 30Q: 3 clusters Score -1278567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1278569.125000 Penalty: 4608.792480
	Iteration 31Q: 3 clusters Score -1278569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1278571.250000 Penalty: 4608.792480
	Iteration 32Q: 3 clusters Score -1278571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1278574.750000 Penalty: 4608.792480
	Iteration 33Q: 3 clusters Score -1278575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1278575.625000 Penalty: 4608.792480
	Iteration 34Q: 3 clusters Score -1278576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1278582.750000 Penalty: 4608.792480
	Iteration 35Q: 3 clusters Score -1278583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1278588.625000 Penalty: 4608.792480
	Iteration 36Q: 3 clusters Score -1278589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1278593.625000 Penalty: 4608.792480
	Iteration 37Q: 3 clusters Score -1278594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1278599.750000 Penalty: 4608.792480
	Iteration 38Q: 3 clusters Score -1278600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1278611.250000 Penalty: 4608.792480
	Iteration 39Q: 3 clusters Score -1278611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1278614.000000 Penalty: 4608.792480
	Iteration 40F: 3 clusters Score -1278614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1278621.500000 Penalty: 4608.792480
	Iteration 41Q: 3 clusters Score -1278622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1278624.000000 Penalty: 4608.792480
	Iteration 42Q: 3 clusters Score -1278624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1278631.250000 Penalty: 4608.792480
	Iteration 43Q: 3 clusters Score -1278631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1278634.625000 Penalty: 4608.792480
	Iteration 44Q: 3 clusters Score -1278635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1278640.875000 Penalty: 4608.792480
	Iteration 45Q: 3 clusters Score -1278641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1278645.250000 Penalty: 4608.792480
	Iteration 46Q: 3 clusters Score -1278645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1278651.000000 Penalty: 4608.792480
	Iteration 47Q: 3 clusters Score -1278651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1278650.625000 Penalty: 4608.792480
	Iteration 48Q: 3 clusters Score -1278651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1278658.000000 Penalty: 4608.792480
	Iteration 49Q: 3 clusters Score -1278658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1278661.375000 Penalty: 4608.792480
	Iteration 50Q: 3 clusters Score -1278661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1278665.500000 Penalty: 4608.792480
	Iteration 51Q: 3 clusters Score -1278666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1278669.500000 Penalty: 4608.792480
	Iteration 52Q: 3 clusters Score -1278670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1278673.250000 Penalty: 4608.792480
	Iteration 53Q: 3 clusters Score -1278673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1278677.125000 Penalty: 4608.792480
	Iteration 54Q: 3 clusters Score -1278677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1278679.750000 Penalty: 4608.792480
	Iteration 55Q: 3 clusters Score -1278680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1278682.500000 Penalty: 4608.792480
	Iteration 56Q: 3 clusters Score -1278682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1278685.125000 Penalty: 4608.792480
	Iteration 57Q: 3 clusters Score -1278685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1278686.375000 Penalty: 4608.792480
	Iteration 58Q: 3 clusters Score -1278686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1278691.125000 Penalty: 4608.792480
	Iteration 59Q: 3 clusters Score -1278691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1278691.750000 Penalty: 4608.792480
	Iteration 60F: 3 clusters Score -1278692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1278695.875000 Penalty: 4608.792480
	Iteration 61Q: 3 clusters Score -1278696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1278696.750000 Penalty: 4608.792480
	Iteration 62Q: 3 clusters Score -1278697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1278709.500000 Penalty: 4608.792480
	Iteration 63Q: 3 clusters Score -1278710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1278710.125000 Penalty: 4608.792480
	Iteration 64Q: 3 clusters Score -1278710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1278714.875000 Penalty: 4608.792480
	Iteration 65Q: 3 clusters Score -1278715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1278713.875000 Penalty: 4608.792480
	Iteration 66Q: 3 clusters Score -1278714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1278716.875000 Penalty: 4608.792480
	Iteration 67Q: 3 clusters Score -1278717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1278717.750000 Penalty: 4608.792480
	Iteration 68Q: 3 clusters Score -1278718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1278720.000000 Penalty: 4608.792480
	Iteration 69Q: 3 clusters Score -1278720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1278721.375000 Penalty: 4608.792480
	Iteration 70Q: 3 clusters Score -1278721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1278726.375000 Penalty: 4608.792480
	Iteration 71Q: 3 clusters Score -1278726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1278732.500000 Penalty: 4608.792480
	Iteration 72Q: 3 clusters Score -1278732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1278734.625000 Penalty: 4608.792480
	Iteration 73Q: 3 clusters Score -1278735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1278733.625000 Penalty: 4608.792480
	Iteration 74Q: 3 clusters Score -1278734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1278735.375000 Penalty: 4608.792480
	Iteration 75Q: 3 clusters Score -1278735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1278735.375000 Penalty: 4608.792480
	Iteration 76F: 3 clusters Score -1278735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -570985.312500 Penalty: 2110.271973
	Iteration 0F: 2 clusters Score -570985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -566529.937500 Penalty: 4220.543945
	Iteration 0F: 3 clusters Score -566529.9 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -567576.312500 Penalty: 4220.543945
	Iteration 1F: 3 clusters Score -567576.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -567912.000000 Penalty: 4220.543945
	Iteration 2F: 3 clusters Score -567912 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -568191.250000 Penalty: 4220.543945
	Iteration 3F: 3 clusters Score -568191.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -568420.562500 Penalty: 4220.543945
	Iteration 4F: 3 clusters Score -568420.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -568644.375000 Penalty: 4220.543945
	Iteration 5F: 3 clusters Score -568644.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -568853.187500 Penalty: 4220.543945
	Iteration 6Q: 3 clusters Score -568853.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -569016.750000 Penalty: 4220.543945
	Iteration 7Q: 3 clusters Score -569016.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -569124.625000 Penalty: 4220.543945
	Iteration 8Q: 3 clusters Score -569124.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -569189.562500 Penalty: 4220.543945
	Iteration 9Q: 3 clusters Score -569189.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -569229.437500 Penalty: 4220.543945
	Iteration 10Q: 3 clusters Score -569229.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -569256.250000 Penalty: 4220.543945
	Iteration 11Q: 3 clusters Score -569256.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -569287.062500 Penalty: 4220.543945
	Iteration 12Q: 3 clusters Score -569287.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -569319.062500 Penalty: 4220.543945
	Iteration 13Q: 3 clusters Score -569319.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -569350.062500 Penalty: 4220.543945
	Iteration 14Q: 3 clusters Score -569350.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -569369.562500 Penalty: 4220.543945
	Iteration 15Q: 3 clusters Score -569369.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -569387.750000 Penalty: 4220.543945
	Iteration 16Q: 3 clusters Score -569387.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -569401.062500 Penalty: 4220.543945
	Iteration 17Q: 3 clusters Score -569401.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -569411.062500 Penalty: 4220.543945
	Iteration 18Q: 3 clusters Score -569411.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -569419.687500 Penalty: 4220.543945
	Iteration 19Q: 3 clusters Score -569419.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -569424.625000 Penalty: 4220.543945
	Iteration 20F: 3 clusters Score -569424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -569426.687500 Penalty: 4220.543945
	Iteration 21Q: 3 clusters Score -569426.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -569430.562500 Penalty: 4220.543945
	Iteration 22Q: 3 clusters Score -569430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -569432.312500 Penalty: 4220.543945
	Iteration 23Q: 3 clusters Score -569432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -569434.062500 Penalty: 4220.543945
	Iteration 24Q: 3 clusters Score -569434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -569435.125000 Penalty: 4220.543945
	Iteration 25Q: 3 clusters Score -569435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -569436.000000 Penalty: 4220.543945
	Iteration 26Q: 3 clusters Score -569436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -569437.250000 Penalty: 4220.543945
	Iteration 27Q: 3 clusters Score -569437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -569437.937500 Penalty: 4220.543945
	Iteration 28Q: 3 clusters Score -569437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -569438.437500 Penalty: 4220.543945
	Iteration 29Q: 3 clusters Score -569438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -569438.750000 Penalty: 4220.543945
	Iteration 30Q: 3 clusters Score -569438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -569438.750000 Penalty: 4220.543945
	Iteration 31F: 3 clusters Score -569438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Entering Unmasked Estep 
Score: -21824124.000000 Penalty: 2995.330078
	Iteration 0F: 2 clusters Score -2.182412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -21709234.000000 Penalty: 5990.660156
	Iteration 0F: 3 clusters Score -2.170923e+07 nChanged 84166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -21759626.000000 Penalty: 5990.660156
	Iteration 1F: 3 clusters Score -2.175963e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103670 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -21762956.000000 Penalty: 5990.660156
	Iteration 2Q: 3 clusters Score -2.176296e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113118 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -21769352.000000 Penalty: 5990.660156
	Iteration 3F: 3 clusters Score -2.176935e+07 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -21779568.000000 Penalty: 5990.660156
	Iteration 4F: 3 clusters Score -2.177957e+07 nChanged 15312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139949 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -21792698.000000 Penalty: 5990.660156
	Iteration 5F: 3 clusters Score -2.17927e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152780 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -21804708.000000 Penalty: 5990.660156
	Iteration 6F: 3 clusters Score -2.180471e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -21812700.000000 Penalty: 5990.660156
	Iteration 7F: 3 clusters Score -2.18127e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -21817108.000000 Penalty: 5990.660156
	Iteration 8Q: 3 clusters Score -2.181711e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171714 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -21819372.000000 Penalty: 5990.660156
	Iteration 9Q: 3 clusters Score -2.181937e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173552 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21820500.000000 Penalty: 5990.660156
	Iteration 10Q: 3 clusters Score -2.18205e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174437 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -21820892.000000 Penalty: 5990.660156
	Iteration 11Q: 3 clusters Score -2.182089e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174874 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21821160.000000 Penalty: 5990.660156
	Iteration 12Q: 3 clusters Score -2.182116e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21821336.000000 Penalty: 5990.660156
	Iteration 13Q: 3 clusters Score -2.182134e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21821436.000000 Penalty: 5990.660156
	Iteration 14Q: 3 clusters Score -2.182144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175280 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21821504.000000 Penalty: 5990.660156
	Iteration 15Q: 3 clusters Score -2.18215e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175326 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21821556.000000 Penalty: 5990.660156
	Iteration 16Q: 3 clusters Score -2.182156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21821548.000000 Penalty: 5990.660156
	Iteration 17Q: 3 clusters Score -2.182155e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21821588.000000 Penalty: 5990.660156
	Iteration 18Q: 3 clusters Score -2.182159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21821606.000000 Penalty: 5990.660156
	Iteration 19Q: 3 clusters Score -2.182161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -21821616.000000 Penalty: 5990.660156
	Iteration 20F: 3 clusters Score -2.182162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175419 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21821604.000000 Penalty: 5990.660156
	Iteration 21Q: 3 clusters Score -2.18216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175424 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21821608.000000 Penalty: 5990.660156
	Iteration 22Q: 3 clusters Score -2.182161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175425 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21821608.000000 Penalty: 5990.660156
	Iteration 23Q: 3 clusters Score -2.182161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175425 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21821612.000000 Penalty: 5990.660156
	Iteration 24Q: 3 clusters Score -2.182161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21821626.000000 Penalty: 5990.660156
	Iteration 25Q: 3 clusters Score -2.182163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175428 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21821630.000000 Penalty: 5990.660156
	Iteration 26Q: 3 clusters Score -2.182163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21821616.000000 Penalty: 5990.660156
	Iteration 27Q: 3 clusters Score -2.182162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175428 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21821614.000000 Penalty: 5990.660156
	Iteration 28Q: 3 clusters Score -2.182161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175428 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21821614.000000 Penalty: 5990.660156
	Iteration 29F: 3 clusters Score -2.182161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Entering Unmasked Estep 
Score: -1911803.625000 Penalty: 2393.027588
	Iteration 0F: 2 clusters Score -1911804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1900565.000000 Penalty: 4786.055176
	Iteration 0F: 3 clusters Score -1900565 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1904221.125000 Penalty: 4786.055176
	Iteration 1F: 3 clusters Score -1904221 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1904596.375000 Penalty: 4786.055176
	Iteration 2F: 3 clusters Score -1904596 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1904920.375000 Penalty: 4786.055176
	Iteration 3Q: 3 clusters Score -1904920 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1905226.250000 Penalty: 4786.055176
	Iteration 4Q: 3 clusters Score -1905226 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1905519.500000 Penalty: 4786.055176
	Iteration 5Q: 3 clusters Score -1905520 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1905801.125000 Penalty: 4786.055176
	Iteration 6Q: 3 clusters Score -1905801 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1906107.875000 Penalty: 4786.055176
	Iteration 7Q: 3 clusters Score -1906108 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1906401.750000 Penalty: 4786.055176
	Iteration 8Q: 3 clusters Score -1906402 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1906736.375000 Penalty: 4786.055176
	Iteration 9Q: 3 clusters Score -1906736 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1907083.625000 Penalty: 4786.055176
	Iteration 10Q: 3 clusters Score -1907084 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1907435.625000 Penalty: 4786.055176
	Iteration 11Q: 3 clusters Score -1907436 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1907796.250000 Penalty: 4786.055176
	Iteration 12Q: 3 clusters Score -1907796 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1908125.750000 Penalty: 4786.055176
	Iteration 13Q: 3 clusters Score -1908126 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1908408.750000 Penalty: 4786.055176
	Iteration 14Q: 3 clusters Score -1908409 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1908677.000000 Penalty: 4786.055176
	Iteration 15Q: 3 clusters Score -1908677 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1908890.125000 Penalty: 4786.055176
	Iteration 16Q: 3 clusters Score -1908890 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1909071.750000 Penalty: 4786.055176
	Iteration 17Q: 3 clusters Score -1909072 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1909209.625000 Penalty: 4786.055176
	Iteration 18Q: 3 clusters Score -1909210 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1909334.000000 Penalty: 4786.055176
	Iteration 19Q: 3 clusters Score -1909334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1909431.875000 Penalty: 4786.055176
	Iteration 20F: 3 clusters Score -1909432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1909511.375000 Penalty: 4786.055176
	Iteration 21Q: 3 clusters Score -1909511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1909565.125000 Penalty: 4786.055176
	Iteration 22Q: 3 clusters Score -1909565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1909616.250000 Penalty: 4786.055176
	Iteration 23Q: 3 clusters Score -1909616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1909656.750000 Penalty: 4786.055176
	Iteration 24Q: 3 clusters Score -1909657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1909686.125000 Penalty: 4786.055176
	Iteration 25Q: 3 clusters Score -1909686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1909711.375000 Penalty: 4786.055176
	Iteration 26Q: 3 clusters Score -1909711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1909727.125000 Penalty: 4786.055176
	Iteration 27Q: 3 clusters Score -1909727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1909745.875000 Penalty: 4786.055176
	Iteration 28Q: 3 clusters Score -1909746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1909754.500000 Penalty: 4786.055176
	Iteration 29Q: 3 clusters Score -1909754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1909765.750000 Penalty: 4786.055176
	Iteration 30Q: 3 clusters Score -1909766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1909771.750000 Penalty: 4786.055176
	Iteration 31Q: 3 clusters Score -1909772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1909786.500000 Penalty: 4786.055176
	Iteration 32Q: 3 clusters Score -1909786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1909796.125000 Penalty: 4786.055176
	Iteration 33Q: 3 clusters Score -1909796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1909805.875000 Penalty: 4786.055176
	Iteration 34Q: 3 clusters Score -1909806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1909817.125000 Penalty: 4786.055176
	Iteration 35Q: 3 clusters Score -1909817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1909827.875000 Penalty: 4786.055176
	Iteration 36Q: 3 clusters Score -1909828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1909836.625000 Penalty: 4786.055176
	Iteration 37Q: 3 clusters Score -1909837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1909851.750000 Penalty: 4786.055176
	Iteration 38Q: 3 clusters Score -1909852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1909853.125000 Penalty: 4786.055176
	Iteration 39Q: 3 clusters Score -1909853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1909854.250000 Penalty: 4786.055176
	Iteration 40F: 3 clusters Score -1909854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1909856.250000 Penalty: 4786.055176
	Iteration 41Q: 3 clusters Score -1909856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1909859.875000 Penalty: 4786.055176
	Iteration 42Q: 3 clusters Score -1909860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1909862.125000 Penalty: 4786.055176
	Iteration 43Q: 3 clusters Score -1909862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1909862.125000 Penalty: 4786.055176
	Iteration 44F: 3 clusters Score -1909862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -136704.921875 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -136704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134617.468750 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -134617.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135005.781250 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -135005.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -135111.015625 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -135111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -135171.453125 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -135171.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135203.671875 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -135203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -135229.187500 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -135229.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135256.015625 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -135256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135271.078125 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -135271.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -135284.781250 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -135284.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135296.593750 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -135296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135311.062500 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -135311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -135321.484375 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -135321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135327.953125 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -135328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135336.656250 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -135336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135346.296875 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -135346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135357.281250 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -135357.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -135370.640625 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -135370.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -135388.171875 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -135388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -135403.921875 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -135403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135422.078125 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -135422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135443.328125 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -135443.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135482.703125 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -135482.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135541.921875 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -135541.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135611.875000 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -135611.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135725.390625 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -135725.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -135866.000000 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -135866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136060.015625 Penalty: 3540.484131
	Iteration 26F: 3 clusters Score -136060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -136257.812500 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -136257.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136404.265625 Penalty: 3540.484131
	Iteration 28Q: 3 clusters Score -136404.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136483.390625 Penalty: 3540.484131
	Iteration 29Q: 3 clusters Score -136483.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136517.640625 Penalty: 3540.484131
	Iteration 30Q: 3 clusters Score -136517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -136555.109375 Penalty: 3540.484131
	Iteration 31Q: 3 clusters Score -136555.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -136628.859375 Penalty: 3540.484131
	Iteration 32Q: 3 clusters Score -136628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -136744.578125 Penalty: 3540.484131
	Iteration 33Q: 3 clusters Score -136744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -136871.953125 Penalty: 3540.484131
	Iteration 34Q: 3 clusters Score -136872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -136915.984375 Penalty: 3540.484131
	Iteration 35Q: 3 clusters Score -136916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136921.359375 Penalty: 3540.484131
	Iteration 36Q: 3 clusters Score -136921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136922.656250 Penalty: 3540.484131
	Iteration 37Q: 3 clusters Score -136922.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136924.484375 Penalty: 3540.484131
	Iteration 38F: 3 clusters Score -136924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136932.562500 Penalty: 3540.484131
	Iteration 39Q: 3 clusters Score -136932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136932.562500 Penalty: 3540.484131
	Iteration 40F: 3 clusters Score -136932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180591 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170570 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 523 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Mstep: Class 30 contains 736 members 
Entering Unmasked Estep 
Score: -124248608.000000 Penalty: 103047.937500
Splitting cluster 21 changes total score from -124250096.000000 to -124248608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (44715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Entering Unmasked Estep 
Score: -5284781.000000 Penalty: 2655.599854
	Iteration 0F: 2 clusters Score -5284781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5254641.000000 Penalty: 5311.199707
	Iteration 0F: 3 clusters Score -5254641 nChanged 20494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5266114.000000 Penalty: 5311.199707
	Iteration 1F: 3 clusters Score -5266114 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5266812.000000 Penalty: 5311.199707
	Iteration 2Q: 3 clusters Score -5266812 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5267767.500000 Penalty: 5311.199707
	Iteration 3Q: 3 clusters Score -5267768 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -5269021.000000 Penalty: 5311.199707
	Iteration 4F: 3 clusters Score -5269021 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -5271016.000000 Penalty: 5311.199707
	Iteration 5F: 3 clusters Score -5271016 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5273805.500000 Penalty: 5311.199707
	Iteration 6F: 3 clusters Score -5273806 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -5276847.000000 Penalty: 5311.199707
	Iteration 7F: 3 clusters Score -5276847 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -5279495.500000 Penalty: 5311.199707
	Iteration 8F: 3 clusters Score -5279496 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -5281710.000000 Penalty: 5311.199707
	Iteration 9Q: 3 clusters Score -5281710 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -5283198.500000 Penalty: 5311.199707
	Iteration 10Q: 3 clusters Score -5283198 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5283815.500000 Penalty: 5311.199707
	Iteration 11Q: 3 clusters Score -5283816 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -5283977.000000 Penalty: 5311.199707
	Iteration 12Q: 3 clusters Score -5283977 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5284026.500000 Penalty: 5311.199707
	Iteration 13Q: 3 clusters Score -5284026 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5284076.000000 Penalty: 5311.199707
	Iteration 14Q: 3 clusters Score -5284076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5284084.500000 Penalty: 5311.199707
	Iteration 15Q: 3 clusters Score -5284084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5284112.000000 Penalty: 5311.199707
	Iteration 16Q: 3 clusters Score -5284112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5284125.000000 Penalty: 5311.199707
	Iteration 17Q: 3 clusters Score -5284125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5284133.500000 Penalty: 5311.199707
	Iteration 18Q: 3 clusters Score -5284134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -5284132.000000 Penalty: 5311.199707
	Iteration 19Q: 3 clusters Score -5284132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -5284140.000000 Penalty: 5311.199707
	Iteration 20F: 3 clusters Score -5284140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -5284141.000000 Penalty: 5311.199707
	Iteration 21Q: 3 clusters Score -5284141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5284142.000000 Penalty: 5311.199707
	Iteration 22Q: 3 clusters Score -5284142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -5284143.000000 Penalty: 5311.199707
	Iteration 23Q: 3 clusters Score -5284143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5284146.000000 Penalty: 5311.199707
	Iteration 24Q: 3 clusters Score -5284146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -5284141.000000 Penalty: 5311.199707
	Iteration 25Q: 3 clusters Score -5284141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5284139.500000 Penalty: 5311.199707
	Iteration 26Q: 3 clusters Score -5284140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -5284139.500000 Penalty: 5311.199707
	Iteration 27Q: 3 clusters Score -5284140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -5284142.500000 Penalty: 5311.199707
	Iteration 28Q: 3 clusters Score -5284142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -5284145.000000 Penalty: 5311.199707
	Iteration 29Q: 3 clusters Score -5284145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5284148.000000 Penalty: 5311.199707
	Iteration 30Q: 3 clusters Score -5284148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5284148.000000 Penalty: 5311.199707
	Iteration 31F: 3 clusters Score -5284148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -821449.312500 Penalty: 2187.093506
	Iteration 0F: 2 clusters Score -821449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -815812.562500 Penalty: 4374.187012
	Iteration 0F: 3 clusters Score -815812.6 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -817258.187500 Penalty: 4374.187012
	Iteration 1F: 3 clusters Score -817258.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -817500.312500 Penalty: 4374.187012
	Iteration 2F: 3 clusters Score -817500.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -817687.125000 Penalty: 4374.187012
	Iteration 3Q: 3 clusters Score -817687.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -817833.125000 Penalty: 4374.187012
	Iteration 4Q: 3 clusters Score -817833.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -817939.125000 Penalty: 4374.187012
	Iteration 5Q: 3 clusters Score -817939.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -818028.187500 Penalty: 4374.187012
	Iteration 6Q: 3 clusters Score -818028.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -818116.375000 Penalty: 4374.187012
	Iteration 7Q: 3 clusters Score -818116.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -818182.687500 Penalty: 4374.187012
	Iteration 8Q: 3 clusters Score -818182.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -818252.437500 Penalty: 4374.187012
	Iteration 9Q: 3 clusters Score -818252.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -818309.500000 Penalty: 4374.187012
	Iteration 10Q: 3 clusters Score -818309.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -818364.500000 Penalty: 4374.187012
	Iteration 11Q: 3 clusters Score -818364.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -818412.500000 Penalty: 4374.187012
	Iteration 12Q: 3 clusters Score -818412.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -818455.937500 Penalty: 4374.187012
	Iteration 13Q: 3 clusters Score -818455.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -818498.625000 Penalty: 4374.187012
	Iteration 14Q: 3 clusters Score -818498.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -818541.875000 Penalty: 4374.187012
	Iteration 15Q: 3 clusters Score -818541.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -818583.125000 Penalty: 4374.187012
	Iteration 16Q: 3 clusters Score -818583.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -818639.750000 Penalty: 4374.187012
	Iteration 17Q: 3 clusters Score -818639.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -818691.375000 Penalty: 4374.187012
	Iteration 18Q: 3 clusters Score -818691.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -818748.250000 Penalty: 4374.187012
	Iteration 19Q: 3 clusters Score -818748.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -818794.500000 Penalty: 4374.187012
	Iteration 20F: 3 clusters Score -818794.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -818841.750000 Penalty: 4374.187012
	Iteration 21Q: 3 clusters Score -818841.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -818893.562500 Penalty: 4374.187012
	Iteration 22Q: 3 clusters Score -818893.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -818943.437500 Penalty: 4374.187012
	Iteration 23Q: 3 clusters Score -818943.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -818990.000000 Penalty: 4374.187012
	Iteration 24Q: 3 clusters Score -818990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -819042.375000 Penalty: 4374.187012
	Iteration 25Q: 3 clusters Score -819042.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -819091.312500 Penalty: 4374.187012
	Iteration 26Q: 3 clusters Score -819091.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -819132.375000 Penalty: 4374.187012
	Iteration 27Q: 3 clusters Score -819132.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -819173.187500 Penalty: 4374.187012
	Iteration 28Q: 3 clusters Score -819173.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -819208.937500 Penalty: 4374.187012
	Iteration 29Q: 3 clusters Score -819208.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -819238.562500 Penalty: 4374.187012
	Iteration 30Q: 3 clusters Score -819238.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -819266.187500 Penalty: 4374.187012
	Iteration 31Q: 3 clusters Score -819266.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -819288.562500 Penalty: 4374.187012
	Iteration 32Q: 3 clusters Score -819288.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -819305.875000 Penalty: 4374.187012
	Iteration 33Q: 3 clusters Score -819305.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -819321.687500 Penalty: 4374.187012
	Iteration 34Q: 3 clusters Score -819321.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -819335.812500 Penalty: 4374.187012
	Iteration 35Q: 3 clusters Score -819335.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -819355.375000 Penalty: 4374.187012
	Iteration 36Q: 3 clusters Score -819355.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -819382.375000 Penalty: 4374.187012
	Iteration 37Q: 3 clusters Score -819382.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -819403.312500 Penalty: 4374.187012
	Iteration 38Q: 3 clusters Score -819403.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -819419.812500 Penalty: 4374.187012
	Iteration 39Q: 3 clusters Score -819419.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -819438.562500 Penalty: 4374.187012
	Iteration 40F: 3 clusters Score -819438.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -819449.812500 Penalty: 4374.187012
	Iteration 41Q: 3 clusters Score -819449.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -819462.562500 Penalty: 4374.187012
	Iteration 42Q: 3 clusters Score -819462.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -819474.437500 Penalty: 4374.187012
	Iteration 43Q: 3 clusters Score -819474.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -819486.187500 Penalty: 4374.187012
	Iteration 44Q: 3 clusters Score -819486.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -819497.062500 Penalty: 4374.187012
	Iteration 45Q: 3 clusters Score -819497.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -819503.187500 Penalty: 4374.187012
	Iteration 46Q: 3 clusters Score -819503.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -819510.812500 Penalty: 4374.187012
	Iteration 47Q: 3 clusters Score -819510.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -819513.250000 Penalty: 4374.187012
	Iteration 48Q: 3 clusters Score -819513.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -819519.250000 Penalty: 4374.187012
	Iteration 49Q: 3 clusters Score -819519.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -819531.250000 Penalty: 4374.187012
	Iteration 50Q: 3 clusters Score -819531.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -819538.687500 Penalty: 4374.187012
	Iteration 51Q: 3 clusters Score -819538.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -819549.875000 Penalty: 4374.187012
	Iteration 52Q: 3 clusters Score -819549.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -819557.375000 Penalty: 4374.187012
	Iteration 53Q: 3 clusters Score -819557.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -819570.625000 Penalty: 4374.187012
	Iteration 54Q: 3 clusters Score -819570.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -819580.187500 Penalty: 4374.187012
	Iteration 55Q: 3 clusters Score -819580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -819591.625000 Penalty: 4374.187012
	Iteration 56Q: 3 clusters Score -819591.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -819605.750000 Penalty: 4374.187012
	Iteration 57Q: 3 clusters Score -819605.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -819619.000000 Penalty: 4374.187012
	Iteration 58Q: 3 clusters Score -819619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -819626.375000 Penalty: 4374.187012
	Iteration 59Q: 3 clusters Score -819626.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -819633.625000 Penalty: 4374.187012
	Iteration 60F: 3 clusters Score -819633.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -819642.625000 Penalty: 4374.187012
	Iteration 61Q: 3 clusters Score -819642.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -819645.625000 Penalty: 4374.187012
	Iteration 62Q: 3 clusters Score -819645.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -819654.750000 Penalty: 4374.187012
	Iteration 63Q: 3 clusters Score -819654.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -819662.562500 Penalty: 4374.187012
	Iteration 64Q: 3 clusters Score -819662.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -819666.000000 Penalty: 4374.187012
	Iteration 65Q: 3 clusters Score -819666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -819673.125000 Penalty: 4374.187012
	Iteration 66Q: 3 clusters Score -819673.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -819681.375000 Penalty: 4374.187012
	Iteration 67Q: 3 clusters Score -819681.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -819687.125000 Penalty: 4374.187012
	Iteration 68Q: 3 clusters Score -819687.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -819698.250000 Penalty: 4374.187012
	Iteration 69Q: 3 clusters Score -819698.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -819710.062500 Penalty: 4374.187012
	Iteration 70Q: 3 clusters Score -819710.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -819721.750000 Penalty: 4374.187012
	Iteration 71Q: 3 clusters Score -819721.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -819728.500000 Penalty: 4374.187012
	Iteration 72Q: 3 clusters Score -819728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -819731.312500 Penalty: 4374.187012
	Iteration 73Q: 3 clusters Score -819731.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -819737.187500 Penalty: 4374.187012
	Iteration 74Q: 3 clusters Score -819737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -819737.125000 Penalty: 4374.187012
	Iteration 75Q: 3 clusters Score -819737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -819738.687500 Penalty: 4374.187012
	Iteration 76Q: 3 clusters Score -819738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -819740.625000 Penalty: 4374.187012
	Iteration 77Q: 3 clusters Score -819740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -819740.625000 Penalty: 4374.187012
	Iteration 78F: 3 clusters Score -819740.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -405181.218750 Penalty: 2029.413208
	Iteration 0F: 2 clusters Score -405181.2 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 1809 members 
Entering Unmasked Estep 
Score: -401612.437500 Penalty: 4058.826416
	Iteration 0F: 3 clusters Score -401612.4 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -402672.843750 Penalty: 4058.826416
	Iteration 1F: 3 clusters Score -402672.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -403038.843750 Penalty: 4058.826416
	Iteration 2F: 3 clusters Score -403038.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -403289.656250 Penalty: 4058.826416
	Iteration 3F: 3 clusters Score -403289.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403426.250000 Penalty: 4058.826416
	Iteration 4Q: 3 clusters Score -403426.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403526.625000 Penalty: 4058.826416
	Iteration 5Q: 3 clusters Score -403526.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -403596.875000 Penalty: 4058.826416
	Iteration 6Q: 3 clusters Score -403596.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -403639.781250 Penalty: 4058.826416
	Iteration 7Q: 3 clusters Score -403639.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -403672.593750 Penalty: 4058.826416
	Iteration 8Q: 3 clusters Score -403672.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -403699.875000 Penalty: 4058.826416
	Iteration 9Q: 3 clusters Score -403699.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -403724.125000 Penalty: 4058.826416
	Iteration 10Q: 3 clusters Score -403724.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -403740.093750 Penalty: 4058.826416
	Iteration 11Q: 3 clusters Score -403740.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -403754.093750 Penalty: 4058.826416
	Iteration 12Q: 3 clusters Score -403754.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -403770.093750 Penalty: 4058.826416
	Iteration 13Q: 3 clusters Score -403770.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -403779.468750 Penalty: 4058.826416
	Iteration 14Q: 3 clusters Score -403779.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -403788.906250 Penalty: 4058.826416
	Iteration 15Q: 3 clusters Score -403788.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -403799.375000 Penalty: 4058.826416
	Iteration 16Q: 3 clusters Score -403799.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -403805.750000 Penalty: 4058.826416
	Iteration 17Q: 3 clusters Score -403805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -403809.062500 Penalty: 4058.826416
	Iteration 18Q: 3 clusters Score -403809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -403811.281250 Penalty: 4058.826416
	Iteration 19Q: 3 clusters Score -403811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -403813.468750 Penalty: 4058.826416
	Iteration 20F: 3 clusters Score -403813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -403817.031250 Penalty: 4058.826416
	Iteration 21Q: 3 clusters Score -403817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -403819.781250 Penalty: 4058.826416
	Iteration 22Q: 3 clusters Score -403819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -403823.531250 Penalty: 4058.826416
	Iteration 23Q: 3 clusters Score -403823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -403828.375000 Penalty: 4058.826416
	Iteration 24Q: 3 clusters Score -403828.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -403836.437500 Penalty: 4058.826416
	Iteration 25Q: 3 clusters Score -403836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -403844.656250 Penalty: 4058.826416
	Iteration 26Q: 3 clusters Score -403844.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -403851.000000 Penalty: 4058.826416
	Iteration 27Q: 3 clusters Score -403851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -403857.281250 Penalty: 4058.826416
	Iteration 28Q: 3 clusters Score -403857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -403861.000000 Penalty: 4058.826416
	Iteration 29Q: 3 clusters Score -403861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -403863.937500 Penalty: 4058.826416
	Iteration 30Q: 3 clusters Score -403863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -403866.968750 Penalty: 4058.826416
	Iteration 31Q: 3 clusters Score -403867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -403869.031250 Penalty: 4058.826416
	Iteration 32Q: 3 clusters Score -403869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -403874.281250 Penalty: 4058.826416
	Iteration 33Q: 3 clusters Score -403874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -403884.312500 Penalty: 4058.826416
	Iteration 34Q: 3 clusters Score -403884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -403891.593750 Penalty: 4058.826416
	Iteration 35Q: 3 clusters Score -403891.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -403896.375000 Penalty: 4058.826416
	Iteration 36Q: 3 clusters Score -403896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -403902.000000 Penalty: 4058.826416
	Iteration 37Q: 3 clusters Score -403902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -403906.156250 Penalty: 4058.826416
	Iteration 38Q: 3 clusters Score -403906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -403911.093750 Penalty: 4058.826416
	Iteration 39Q: 3 clusters Score -403911.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -403920.312500 Penalty: 4058.826416
	Iteration 40F: 3 clusters Score -403920.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -403930.031250 Penalty: 4058.826416
	Iteration 41Q: 3 clusters Score -403930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -403940.406250 Penalty: 4058.826416
	Iteration 42Q: 3 clusters Score -403940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -403949.531250 Penalty: 4058.826416
	Iteration 43Q: 3 clusters Score -403949.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -403956.218750 Penalty: 4058.826416
	Iteration 44Q: 3 clusters Score -403956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403960.000000 Penalty: 4058.826416
	Iteration 45Q: 3 clusters Score -403960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -403962.562500 Penalty: 4058.826416
	Iteration 46Q: 3 clusters Score -403962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -403964.781250 Penalty: 4058.826416
	Iteration 47Q: 3 clusters Score -403964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -403964.343750 Penalty: 4058.826416
	Iteration 48Q: 3 clusters Score -403964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -403964.343750 Penalty: 4058.826416
	Iteration 49F: 3 clusters Score -403964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -635347.937500 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -635347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -630734.750000 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -630734.8 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -631819.375000 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -631819.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -632020.375000 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -632020.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -632141.562500 Penalty: 4248.254883
	Iteration 3Q: 3 clusters Score -632141.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -632243.625000 Penalty: 4248.254883
	Iteration 4Q: 3 clusters Score -632243.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -632329.500000 Penalty: 4248.254883
	Iteration 5Q: 3 clusters Score -632329.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -632394.687500 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -632394.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -632459.562500 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -632459.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -632519.375000 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -632519.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -632579.312500 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -632579.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -632636.187500 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -632636.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -632684.875000 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -632684.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -632724.000000 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -632724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -632755.750000 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -632755.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -632779.125000 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -632779.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -632805.750000 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -632805.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -632836.500000 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -632836.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -632875.125000 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -632875.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -632919.562500 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -632919.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -632953.625000 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -632953.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -632983.937500 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -632983.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -633015.750000 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -633015.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -633039.562500 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -633039.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -633068.250000 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -633068.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -633105.500000 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -633105.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -633150.187500 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -633150.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -633182.312500 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -633182.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -633209.937500 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -633209.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -633236.500000 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -633236.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -633262.250000 Penalty: 4248.254883
	Iteration 29Q: 3 clusters Score -633262.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -633280.937500 Penalty: 4248.254883
	Iteration 30Q: 3 clusters Score -633280.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -633303.625000 Penalty: 4248.254883
	Iteration 31Q: 3 clusters Score -633303.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -633325.375000 Penalty: 4248.254883
	Iteration 32Q: 3 clusters Score -633325.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -633338.812500 Penalty: 4248.254883
	Iteration 33Q: 3 clusters Score -633338.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -633349.312500 Penalty: 4248.254883
	Iteration 34Q: 3 clusters Score -633349.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -633358.937500 Penalty: 4248.254883
	Iteration 35Q: 3 clusters Score -633358.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -633370.250000 Penalty: 4248.254883
	Iteration 36Q: 3 clusters Score -633370.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -633379.875000 Penalty: 4248.254883
	Iteration 37Q: 3 clusters Score -633379.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -633386.875000 Penalty: 4248.254883
	Iteration 38Q: 3 clusters Score -633386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -633388.250000 Penalty: 4248.254883
	Iteration 39Q: 3 clusters Score -633388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -633389.937500 Penalty: 4248.254883
	Iteration 40F: 3 clusters Score -633389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -633393.187500 Penalty: 4248.254883
	Iteration 41Q: 3 clusters Score -633393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -633397.750000 Penalty: 4248.254883
	Iteration 42Q: 3 clusters Score -633397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -633402.375000 Penalty: 4248.254883
	Iteration 43Q: 3 clusters Score -633402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -633409.812500 Penalty: 4248.254883
	Iteration 44Q: 3 clusters Score -633409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -633420.750000 Penalty: 4248.254883
	Iteration 45Q: 3 clusters Score -633420.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -633431.062500 Penalty: 4248.254883
	Iteration 46Q: 3 clusters Score -633431.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -633442.500000 Penalty: 4248.254883
	Iteration 47Q: 3 clusters Score -633442.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -633454.187500 Penalty: 4248.254883
	Iteration 48Q: 3 clusters Score -633454.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -633466.687500 Penalty: 4248.254883
	Iteration 49Q: 3 clusters Score -633466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -633470.062500 Penalty: 4248.254883
	Iteration 50Q: 3 clusters Score -633470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -633472.312500 Penalty: 4248.254883
	Iteration 51Q: 3 clusters Score -633472.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -633471.125000 Penalty: 4248.254883
	Iteration 52Q: 3 clusters Score -633471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -633473.125000 Penalty: 4248.254883
	Iteration 53Q: 3 clusters Score -633473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -633473.625000 Penalty: 4248.254883
	Iteration 54Q: 3 clusters Score -633473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -633473.625000 Penalty: 4248.254883
	Iteration 55F: 3 clusters Score -633473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Entering Unmasked Estep 
Score: -1233364.875000 Penalty: 2286.361816
	Iteration 0F: 2 clusters Score -1233365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1225773.250000 Penalty: 4572.723633
	Iteration 0F: 3 clusters Score -1225773 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1227943.500000 Penalty: 4572.723633
	Iteration 1F: 3 clusters Score -1227944 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1228420.125000 Penalty: 4572.723633
	Iteration 2F: 3 clusters Score -1228420 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1228959.125000 Penalty: 4572.723633
	Iteration 3F: 3 clusters Score -1228959 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1229518.375000 Penalty: 4572.723633
	Iteration 4F: 3 clusters Score -1229518 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1230019.250000 Penalty: 4572.723633
	Iteration 5F: 3 clusters Score -1230019 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1230454.750000 Penalty: 4572.723633
	Iteration 6F: 3 clusters Score -1230455 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1230778.875000 Penalty: 4572.723633
	Iteration 7Q: 3 clusters Score -1230779 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1231014.125000 Penalty: 4572.723633
	Iteration 8Q: 3 clusters Score -1231014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1231156.625000 Penalty: 4572.723633
	Iteration 9Q: 3 clusters Score -1231157 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1231236.375000 Penalty: 4572.723633
	Iteration 10Q: 3 clusters Score -1231236 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1231307.375000 Penalty: 4572.723633
	Iteration 11Q: 3 clusters Score -1231307 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1231362.250000 Penalty: 4572.723633
	Iteration 12Q: 3 clusters Score -1231362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1231410.000000 Penalty: 4572.723633
	Iteration 13Q: 3 clusters Score -1231410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1231442.375000 Penalty: 4572.723633
	Iteration 14Q: 3 clusters Score -1231442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1231462.375000 Penalty: 4572.723633
	Iteration 15Q: 3 clusters Score -1231462 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1231483.125000 Penalty: 4572.723633
	Iteration 16Q: 3 clusters Score -1231483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1231501.125000 Penalty: 4572.723633
	Iteration 17Q: 3 clusters Score -1231501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1231515.500000 Penalty: 4572.723633
	Iteration 18Q: 3 clusters Score -1231516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1231526.875000 Penalty: 4572.723633
	Iteration 19Q: 3 clusters Score -1231527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1231538.500000 Penalty: 4572.723633
	Iteration 20F: 3 clusters Score -1231538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1231549.250000 Penalty: 4572.723633
	Iteration 21Q: 3 clusters Score -1231549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1231564.875000 Penalty: 4572.723633
	Iteration 22Q: 3 clusters Score -1231565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1231581.375000 Penalty: 4572.723633
	Iteration 23Q: 3 clusters Score -1231581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1231589.125000 Penalty: 4572.723633
	Iteration 24Q: 3 clusters Score -1231589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1231597.375000 Penalty: 4572.723633
	Iteration 25Q: 3 clusters Score -1231597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1231608.750000 Penalty: 4572.723633
	Iteration 26Q: 3 clusters Score -1231609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1231618.625000 Penalty: 4572.723633
	Iteration 27Q: 3 clusters Score -1231619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1231621.875000 Penalty: 4572.723633
	Iteration 28Q: 3 clusters Score -1231622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1231626.500000 Penalty: 4572.723633
	Iteration 29Q: 3 clusters Score -1231626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1231631.125000 Penalty: 4572.723633
	Iteration 30Q: 3 clusters Score -1231631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1231636.125000 Penalty: 4572.723633
	Iteration 31Q: 3 clusters Score -1231636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1231639.375000 Penalty: 4572.723633
	Iteration 32Q: 3 clusters Score -1231639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1231649.250000 Penalty: 4572.723633
	Iteration 33Q: 3 clusters Score -1231649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1231660.250000 Penalty: 4572.723633
	Iteration 34Q: 3 clusters Score -1231660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1231670.875000 Penalty: 4572.723633
	Iteration 35Q: 3 clusters Score -1231671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1231674.750000 Penalty: 4572.723633
	Iteration 36Q: 3 clusters Score -1231675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1231675.125000 Penalty: 4572.723633
	Iteration 37Q: 3 clusters Score -1231675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1231676.000000 Penalty: 4572.723633
	Iteration 38Q: 3 clusters Score -1231676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1231680.250000 Penalty: 4572.723633
	Iteration 39Q: 3 clusters Score -1231680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1231680.250000 Penalty: 4572.723633
	Iteration 40F: 3 clusters Score -1231680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1231680.750000 Penalty: 4572.723633
	Iteration 41Q: 3 clusters Score -1231681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1231681.375000 Penalty: 4572.723633
	Iteration 42Q: 3 clusters Score -1231681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1231681.875000 Penalty: 4572.723633
	Iteration 43Q: 3 clusters Score -1231682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1231681.000000 Penalty: 4572.723633
	Iteration 44Q: 3 clusters Score -1231681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1231680.000000 Penalty: 4572.723633
	Iteration 45Q: 3 clusters Score -1231680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1231682.125000 Penalty: 4572.723633
	Iteration 46Q: 3 clusters Score -1231682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1231684.750000 Penalty: 4572.723633
	Iteration 47Q: 3 clusters Score -1231685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1231685.250000 Penalty: 4572.723633
	Iteration 48Q: 3 clusters Score -1231685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1231690.000000 Penalty: 4572.723633
	Iteration 49Q: 3 clusters Score -1231690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1231689.375000 Penalty: 4572.723633
	Iteration 50Q: 3 clusters Score -1231689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1231687.750000 Penalty: 4572.723633
	Iteration 51Q: 3 clusters Score -1231688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1231689.750000 Penalty: 4572.723633
	Iteration 52Q: 3 clusters Score -1231690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1231692.625000 Penalty: 4572.723633
	Iteration 53Q: 3 clusters Score -1231693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1231693.000000 Penalty: 4572.723633
	Iteration 54Q: 3 clusters Score -1231693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1231694.375000 Penalty: 4572.723633
	Iteration 55Q: 3 clusters Score -1231694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1231695.375000 Penalty: 4572.723633
	Iteration 56Q: 3 clusters Score -1231695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1231696.625000 Penalty: 4572.723633
	Iteration 57Q: 3 clusters Score -1231697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1231697.375000 Penalty: 4572.723633
	Iteration 58Q: 3 clusters Score -1231697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1231699.000000 Penalty: 4572.723633
	Iteration 59Q: 3 clusters Score -1231699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1231704.000000 Penalty: 4572.723633
	Iteration 60F: 3 clusters Score -1231704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1231703.500000 Penalty: 4572.723633
	Iteration 61Q: 3 clusters Score -1231704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1231704.125000 Penalty: 4572.723633
	Iteration 62Q: 3 clusters Score -1231704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1231704.250000 Penalty: 4572.723633
	Iteration 63Q: 3 clusters Score -1231704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1231706.250000 Penalty: 4572.723633
	Iteration 64Q: 3 clusters Score -1231706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1231706.250000 Penalty: 4572.723633
	Iteration 65F: 3 clusters Score -1231706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Entering Unmasked Estep 
Score: -3470947.000000 Penalty: 2545.426270
	Iteration 0F: 2 clusters Score -3470947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3451166.500000 Penalty: 5090.852539
	Iteration 0F: 3 clusters Score -3451166 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3458271.500000 Penalty: 5090.852539
	Iteration 1F: 3 clusters Score -3458272 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3458786.250000 Penalty: 5090.852539
	Iteration 2F: 3 clusters Score -3458786 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3459246.250000 Penalty: 5090.852539
	Iteration 3Q: 3 clusters Score -3459246 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3459709.750000 Penalty: 5090.852539
	Iteration 4Q: 3 clusters Score -3459710 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3460269.250000 Penalty: 5090.852539
	Iteration 5Q: 3 clusters Score -3460269 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3461044.500000 Penalty: 5090.852539
	Iteration 6Q: 3 clusters Score -3461044 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3462002.750000 Penalty: 5090.852539
	Iteration 7F: 3 clusters Score -3462003 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3463156.250000 Penalty: 5090.852539
	Iteration 8F: 3 clusters Score -3463156 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3464501.000000 Penalty: 5090.852539
	Iteration 9F: 3 clusters Score -3464501 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3465833.000000 Penalty: 5090.852539
	Iteration 10F: 3 clusters Score -3465833 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3466864.000000 Penalty: 5090.852539
	Iteration 11Q: 3 clusters Score -3466864 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3467564.750000 Penalty: 5090.852539
	Iteration 12Q: 3 clusters Score -3467565 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3468010.000000 Penalty: 5090.852539
	Iteration 13Q: 3 clusters Score -3468010 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3468276.500000 Penalty: 5090.852539
	Iteration 14Q: 3 clusters Score -3468276 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3468432.000000 Penalty: 5090.852539
	Iteration 15Q: 3 clusters Score -3468432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3468521.000000 Penalty: 5090.852539
	Iteration 16Q: 3 clusters Score -3468521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3468587.500000 Penalty: 5090.852539
	Iteration 17Q: 3 clusters Score -3468588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3468637.000000 Penalty: 5090.852539
	Iteration 18Q: 3 clusters Score -3468637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3468675.000000 Penalty: 5090.852539
	Iteration 19Q: 3 clusters Score -3468675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3468705.500000 Penalty: 5090.852539
	Iteration 20F: 3 clusters Score -3468706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3468718.500000 Penalty: 5090.852539
	Iteration 21Q: 3 clusters Score -3468718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3468729.500000 Penalty: 5090.852539
	Iteration 22Q: 3 clusters Score -3468730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3468739.500000 Penalty: 5090.852539
	Iteration 23Q: 3 clusters Score -3468740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3468754.000000 Penalty: 5090.852539
	Iteration 24Q: 3 clusters Score -3468754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3468760.000000 Penalty: 5090.852539
	Iteration 25Q: 3 clusters Score -3468760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3468765.500000 Penalty: 5090.852539
	Iteration 26Q: 3 clusters Score -3468766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3468770.750000 Penalty: 5090.852539
	Iteration 27Q: 3 clusters Score -3468771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3468777.750000 Penalty: 5090.852539
	Iteration 28Q: 3 clusters Score -3468778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3468780.750000 Penalty: 5090.852539
	Iteration 29Q: 3 clusters Score -3468781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3468783.000000 Penalty: 5090.852539
	Iteration 30Q: 3 clusters Score -3468783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3468780.250000 Penalty: 5090.852539
	Iteration 31Q: 3 clusters Score -3468780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3468780.250000 Penalty: 5090.852539
	Iteration 32F: 3 clusters Score -3468780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82556.531250 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82556.53 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82806.179688 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82806.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82891.140625 Penalty: 3290.778320
	Iteration 2Q: 3 clusters Score -82891.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82961.375000 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -82961.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83005.007812 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -83005.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83028.460938 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -83028.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83048.015625 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -83048.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83059.132812 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -83059.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83068.593750 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -83068.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83075.851562 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -83075.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83076.984375 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -83076.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83078.164062 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -83078.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83079.289062 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -83079.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83079.289062 Penalty: 3290.778320
	Iteration 13F: 3 clusters Score -83079.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Entering Unmasked Estep 
Score: -2427356.250000 Penalty: 2453.396973
	Iteration 0F: 2 clusters Score -2427356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2413479.500000 Penalty: 4906.793945
	Iteration 0F: 3 clusters Score -2413480 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2417981.500000 Penalty: 4906.793945
	Iteration 1F: 3 clusters Score -2417982 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2418406.000000 Penalty: 4906.793945
	Iteration 2F: 3 clusters Score -2418406 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2418786.250000 Penalty: 4906.793945
	Iteration 3Q: 3 clusters Score -2418786 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2419155.500000 Penalty: 4906.793945
	Iteration 4Q: 3 clusters Score -2419156 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2419516.250000 Penalty: 4906.793945
	Iteration 5Q: 3 clusters Score -2419516 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2419915.500000 Penalty: 4906.793945
	Iteration 6Q: 3 clusters Score -2419916 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2420296.000000 Penalty: 4906.793945
	Iteration 7Q: 3 clusters Score -2420296 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2420669.750000 Penalty: 4906.793945
	Iteration 8Q: 3 clusters Score -2420670 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2421032.250000 Penalty: 4906.793945
	Iteration 9Q: 3 clusters Score -2421032 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2421424.000000 Penalty: 4906.793945
	Iteration 10Q: 3 clusters Score -2421424 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2421774.250000 Penalty: 4906.793945
	Iteration 11Q: 3 clusters Score -2421774 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2422151.000000 Penalty: 4906.793945
	Iteration 12Q: 3 clusters Score -2422151 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2422521.000000 Penalty: 4906.793945
	Iteration 13Q: 3 clusters Score -2422521 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2422919.500000 Penalty: 4906.793945
	Iteration 14Q: 3 clusters Score -2422920 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2423272.500000 Penalty: 4906.793945
	Iteration 15Q: 3 clusters Score -2423272 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2423617.500000 Penalty: 4906.793945
	Iteration 16Q: 3 clusters Score -2423618 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2423940.500000 Penalty: 4906.793945
	Iteration 17Q: 3 clusters Score -2423940 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2424250.250000 Penalty: 4906.793945
	Iteration 18Q: 3 clusters Score -2424250 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2424532.500000 Penalty: 4906.793945
	Iteration 19Q: 3 clusters Score -2424532 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2424764.750000 Penalty: 4906.793945
	Iteration 20F: 3 clusters Score -2424765 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2424923.250000 Penalty: 4906.793945
	Iteration 21Q: 3 clusters Score -2424923 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2425057.000000 Penalty: 4906.793945
	Iteration 22Q: 3 clusters Score -2425057 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2425141.500000 Penalty: 4906.793945
	Iteration 23Q: 3 clusters Score -2425142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2425205.500000 Penalty: 4906.793945
	Iteration 24Q: 3 clusters Score -2425206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2425248.250000 Penalty: 4906.793945
	Iteration 25Q: 3 clusters Score -2425248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2425277.500000 Penalty: 4906.793945
	Iteration 26Q: 3 clusters Score -2425278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2425313.000000 Penalty: 4906.793945
	Iteration 27Q: 3 clusters Score -2425313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2425323.750000 Penalty: 4906.793945
	Iteration 28Q: 3 clusters Score -2425324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2425333.750000 Penalty: 4906.793945
	Iteration 29Q: 3 clusters Score -2425334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2425345.250000 Penalty: 4906.793945
	Iteration 30Q: 3 clusters Score -2425345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2425355.750000 Penalty: 4906.793945
	Iteration 31Q: 3 clusters Score -2425356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2425360.500000 Penalty: 4906.793945
	Iteration 32Q: 3 clusters Score -2425360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2425368.500000 Penalty: 4906.793945
	Iteration 33Q: 3 clusters Score -2425368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2425381.000000 Penalty: 4906.793945
	Iteration 34Q: 3 clusters Score -2425381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2425386.750000 Penalty: 4906.793945
	Iteration 35Q: 3 clusters Score -2425387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2425387.500000 Penalty: 4906.793945
	Iteration 36Q: 3 clusters Score -2425388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2425390.750000 Penalty: 4906.793945
	Iteration 37Q: 3 clusters Score -2425391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2425396.750000 Penalty: 4906.793945
	Iteration 38Q: 3 clusters Score -2425397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2425394.250000 Penalty: 4906.793945
	Iteration 39Q: 3 clusters Score -2425394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2425395.500000 Penalty: 4906.793945
	Iteration 40F: 3 clusters Score -2425396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2425398.250000 Penalty: 4906.793945
	Iteration 41Q: 3 clusters Score -2425398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2425400.000000 Penalty: 4906.793945
	Iteration 42Q: 3 clusters Score -2425400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2425400.000000 Penalty: 4906.793945
	Iteration 43F: 3 clusters Score -2425400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180591 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170570 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250080.000000 Penalty: 99613.000000
Iteration 359Q: 30 clusters Score -1.242501e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180590 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170570 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250088.000000 Penalty: 99613.000000
Iteration 360F: 30 clusters Score -1.242501e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180591 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170569 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250040.000000 Penalty: 99613.000000
Iteration 361Q: 30 clusters Score -1.2425e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180593 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170568 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250088.000000 Penalty: 99613.000000
Iteration 362Q: 30 clusters Score -1.242501e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170566 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250048.000000 Penalty: 99613.000000
Iteration 363Q: 30 clusters Score -1.2425e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170566 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250048.000000 Penalty: 99613.000000
Iteration 364F: 30 clusters Score -1.2425e+08 nChanged 0
Entering ConstructFrom: 
Score: -124250048.000000 Penalty: 99613.000000
Entering ConstructFrom: 
Trying to split cluster 1 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -28752.013672 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -28752.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27612.673828 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -27612.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27864.347656 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -27864.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27990.535156 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -27990.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28101.833984 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -28101.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28213.755859 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -28213.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28330.015625 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -28330.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28402.384766 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -28402.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28419.923828 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -28419.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28490.564453 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -28490.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28540.255859 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -28540.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28557.794922 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -28557.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28565.941406 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -28565.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28576.460938 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -28576.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28593.460938 Penalty: 2837.274658
	Iteration 13Q: 3 clusters Score -28593.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28595.849609 Penalty: 2837.274658
	Iteration 14Q: 3 clusters Score -28595.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28598.408203 Penalty: 2837.274658
	Iteration 15F: 3 clusters Score -28598.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28665.876953 Penalty: 2837.274658
	Iteration 16Q: 3 clusters Score -28665.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28682.988281 Penalty: 2837.274658
	Iteration 17Q: 3 clusters Score -28682.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28717.843750 Penalty: 2837.274658
	Iteration 18Q: 3 clusters Score -28717.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28797.046875 Penalty: 2837.274658
	Iteration 19Q: 3 clusters Score -28797.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28937.968750 Penalty: 2837.274658
	Iteration 20F: 3 clusters Score -28937.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29116.060547 Penalty: 2837.274658
	Iteration 21Q: 3 clusters Score -29116.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29131.777344 Penalty: 2837.274658
	Iteration 22Q: 3 clusters Score -29131.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29147.884766 Penalty: 2837.274658
	Iteration 23Q: 3 clusters Score -29147.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29147.884766 Penalty: 2837.274658
	Iteration 24F: 3 clusters Score -29147.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170566 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Mstep: Class 30 contains 189 members 
Entering Unmasked Estep 
Score: -124248416.000000 Penalty: 103047.937500
Splitting cluster 1 changes total score from -124250048.000000 to -124248416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -47227.281250 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -47227.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45893.042969 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45893.04 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46440.925781 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -46440.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47046.710938 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -47046.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47511.449219 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -47511.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47755.492188 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -47755.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47861.019531 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -47861.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47911.996094 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -47912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47995.515625 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -47995.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48062.437500 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -48062.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -48069.359375 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -48069.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -48069.359375 Penalty: 3077.460693
	Iteration 10F: 3 clusters Score -48069.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 117 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170566 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Mstep: Class 30 contains 378 members 
Entering Unmasked Estep 
Score: -124248928.000000 Penalty: 103047.937500
Splitting cluster 2 changes total score from -124250048.000000 to -124248928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -337026.906250 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -337026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -333809.031250 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -333809 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -334464.312500 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -334464.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -334670.718750 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -334670.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -334820.031250 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -334820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -334919.625000 Penalty: 3961.812256
	Iteration 4Q: 3 clusters Score -334919.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -335024.468750 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -335024.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -335136.687500 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -335136.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -335256.312500 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -335256.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -335364.125000 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -335364.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -335493.750000 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -335493.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -335652.406250 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -335652.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -335780.906250 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -335780.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -335905.093750 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -335905.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -336028.062500 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -336028.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -336124.000000 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -336124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -336184.937500 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -336184.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -336242.656250 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -336242.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -336303.250000 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -336303.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -336348.437500 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -336348.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -336379.562500 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -336379.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -336404.000000 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -336404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -336424.812500 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -336424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -336435.750000 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -336435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -336441.406250 Penalty: 3961.812256
	Iteration 23Q: 3 clusters Score -336441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -336444.093750 Penalty: 3961.812256
	Iteration 24Q: 3 clusters Score -336444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -336448.187500 Penalty: 3961.812256
	Iteration 25Q: 3 clusters Score -336448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -336448.812500 Penalty: 3961.812256
	Iteration 26Q: 3 clusters Score -336448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -336448.968750 Penalty: 3961.812256
	Iteration 27Q: 3 clusters Score -336449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -336448.968750 Penalty: 3961.812256
	Iteration 28F: 3 clusters Score -336449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Entering Unmasked Estep 
Score: -22506094.000000 Penalty: 3001.795166
	Iteration 0F: 2 clusters Score -2.250609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -22389492.000000 Penalty: 6003.590332
	Iteration 0F: 3 clusters Score -2.238949e+07 nChanged 86804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -22440218.000000 Penalty: 6003.590332
	Iteration 1F: 3 clusters Score -2.244022e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -22442550.000000 Penalty: 6003.590332
	Iteration 2Q: 3 clusters Score -2.244255e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -22446506.000000 Penalty: 6003.590332
	Iteration 3Q: 3 clusters Score -2.244651e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -22453574.000000 Penalty: 6003.590332
	Iteration 4F: 3 clusters Score -2.245357e+07 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134016 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -22464238.000000 Penalty: 6003.590332
	Iteration 5F: 3 clusters Score -2.246424e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148627 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -22477094.000000 Penalty: 6003.590332
	Iteration 6F: 3 clusters Score -2.247709e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -22488696.000000 Penalty: 6003.590332
	Iteration 7F: 3 clusters Score -2.24887e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171614 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -22496678.000000 Penalty: 6003.590332
	Iteration 8F: 3 clusters Score -2.249668e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177097 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -22500940.000000 Penalty: 6003.590332
	Iteration 9Q: 3 clusters Score -2.250094e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179368 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -22502698.000000 Penalty: 6003.590332
	Iteration 10Q: 3 clusters Score -2.25027e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180051 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22503154.000000 Penalty: 6003.590332
	Iteration 11Q: 3 clusters Score -2.250315e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180219 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -22503280.000000 Penalty: 6003.590332
	Iteration 12Q: 3 clusters Score -2.250328e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22503358.000000 Penalty: 6003.590332
	Iteration 13Q: 3 clusters Score -2.250336e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180305 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22503414.000000 Penalty: 6003.590332
	Iteration 14Q: 3 clusters Score -2.250341e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180323 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22503442.000000 Penalty: 6003.590332
	Iteration 15Q: 3 clusters Score -2.250344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180325 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22503458.000000 Penalty: 6003.590332
	Iteration 16Q: 3 clusters Score -2.250346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22503482.000000 Penalty: 6003.590332
	Iteration 17Q: 3 clusters Score -2.250348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180334 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22503498.000000 Penalty: 6003.590332
	Iteration 18Q: 3 clusters Score -2.25035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180341 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22503506.000000 Penalty: 6003.590332
	Iteration 19Q: 3 clusters Score -2.250351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180347 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22503516.000000 Penalty: 6003.590332
	Iteration 20F: 3 clusters Score -2.250352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180349 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22503512.000000 Penalty: 6003.590332
	Iteration 21Q: 3 clusters Score -2.250351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22503508.000000 Penalty: 6003.590332
	Iteration 22Q: 3 clusters Score -2.250351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22503508.000000 Penalty: 6003.590332
	Iteration 23F: 3 clusters Score -2.250351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Entering Unmasked Estep 
Score: -2548445.500000 Penalty: 2471.577881
	Iteration 0F: 2 clusters Score -2548446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2533669.500000 Penalty: 4943.155762
	Iteration 0F: 3 clusters Score -2533670 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2538725.500000 Penalty: 4943.155762
	Iteration 1F: 3 clusters Score -2538726 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2539068.000000 Penalty: 4943.155762
	Iteration 2Q: 3 clusters Score -2539068 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2539410.750000 Penalty: 4943.155762
	Iteration 3Q: 3 clusters Score -2539411 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2539717.500000 Penalty: 4943.155762
	Iteration 4Q: 3 clusters Score -2539718 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2540004.000000 Penalty: 4943.155762
	Iteration 5Q: 3 clusters Score -2540004 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2540314.500000 Penalty: 4943.155762
	Iteration 6Q: 3 clusters Score -2540314 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2540667.750000 Penalty: 4943.155762
	Iteration 7Q: 3 clusters Score -2540668 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2541049.000000 Penalty: 4943.155762
	Iteration 8Q: 3 clusters Score -2541049 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2541419.250000 Penalty: 4943.155762
	Iteration 9Q: 3 clusters Score -2541419 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2541813.000000 Penalty: 4943.155762
	Iteration 10Q: 3 clusters Score -2541813 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2542164.500000 Penalty: 4943.155762
	Iteration 11Q: 3 clusters Score -2542164 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2542555.750000 Penalty: 4943.155762
	Iteration 12Q: 3 clusters Score -2542556 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2542952.500000 Penalty: 4943.155762
	Iteration 13Q: 3 clusters Score -2542952 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2543366.750000 Penalty: 4943.155762
	Iteration 14Q: 3 clusters Score -2543367 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2543792.250000 Penalty: 4943.155762
	Iteration 15Q: 3 clusters Score -2543792 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2544240.750000 Penalty: 4943.155762
	Iteration 16Q: 3 clusters Score -2544241 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2544678.000000 Penalty: 4943.155762
	Iteration 17Q: 3 clusters Score -2544678 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2545005.000000 Penalty: 4943.155762
	Iteration 18Q: 3 clusters Score -2545005 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2545242.000000 Penalty: 4943.155762
	Iteration 19Q: 3 clusters Score -2545242 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2545434.250000 Penalty: 4943.155762
	Iteration 20F: 3 clusters Score -2545434 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2545592.750000 Penalty: 4943.155762
	Iteration 21Q: 3 clusters Score -2545593 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2545754.000000 Penalty: 4943.155762
	Iteration 22Q: 3 clusters Score -2545754 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2545866.000000 Penalty: 4943.155762
	Iteration 23Q: 3 clusters Score -2545866 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2545959.750000 Penalty: 4943.155762
	Iteration 24Q: 3 clusters Score -2545960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2546026.750000 Penalty: 4943.155762
	Iteration 25Q: 3 clusters Score -2546027 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2546058.250000 Penalty: 4943.155762
	Iteration 26Q: 3 clusters Score -2546058 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2546113.250000 Penalty: 4943.155762
	Iteration 27Q: 3 clusters Score -2546113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2546127.750000 Penalty: 4943.155762
	Iteration 28Q: 3 clusters Score -2546128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2546147.000000 Penalty: 4943.155762
	Iteration 29Q: 3 clusters Score -2546147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2546170.000000 Penalty: 4943.155762
	Iteration 30Q: 3 clusters Score -2546170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2546193.750000 Penalty: 4943.155762
	Iteration 31Q: 3 clusters Score -2546194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2546215.750000 Penalty: 4943.155762
	Iteration 32Q: 3 clusters Score -2546216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2546235.000000 Penalty: 4943.155762
	Iteration 33Q: 3 clusters Score -2546235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2546258.000000 Penalty: 4943.155762
	Iteration 34Q: 3 clusters Score -2546258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2546280.750000 Penalty: 4943.155762
	Iteration 35Q: 3 clusters Score -2546281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2546296.000000 Penalty: 4943.155762
	Iteration 36Q: 3 clusters Score -2546296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2546308.250000 Penalty: 4943.155762
	Iteration 37Q: 3 clusters Score -2546308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2546312.500000 Penalty: 4943.155762
	Iteration 38Q: 3 clusters Score -2546312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2546316.000000 Penalty: 4943.155762
	Iteration 39Q: 3 clusters Score -2546316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2546327.250000 Penalty: 4943.155762
	Iteration 40F: 3 clusters Score -2546327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2546338.500000 Penalty: 4943.155762
	Iteration 41Q: 3 clusters Score -2546338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2546344.750000 Penalty: 4943.155762
	Iteration 42Q: 3 clusters Score -2546345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2546353.250000 Penalty: 4943.155762
	Iteration 43Q: 3 clusters Score -2546353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2546359.500000 Penalty: 4943.155762
	Iteration 44Q: 3 clusters Score -2546360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2546363.750000 Penalty: 4943.155762
	Iteration 45Q: 3 clusters Score -2546364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2546371.750000 Penalty: 4943.155762
	Iteration 46Q: 3 clusters Score -2546372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2546374.000000 Penalty: 4943.155762
	Iteration 47Q: 3 clusters Score -2546374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2546374.250000 Penalty: 4943.155762
	Iteration 48Q: 3 clusters Score -2546374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2546373.500000 Penalty: 4943.155762
	Iteration 49Q: 3 clusters Score -2546374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2546377.250000 Penalty: 4943.155762
	Iteration 50Q: 3 clusters Score -2546377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2546377.750000 Penalty: 4943.155762
	Iteration 51Q: 3 clusters Score -2546378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2546378.500000 Penalty: 4943.155762
	Iteration 52Q: 3 clusters Score -2546378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2546377.500000 Penalty: 4943.155762
	Iteration 53Q: 3 clusters Score -2546378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2546379.500000 Penalty: 4943.155762
	Iteration 54Q: 3 clusters Score -2546380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2546382.750000 Penalty: 4943.155762
	Iteration 55Q: 3 clusters Score -2546383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2546383.750000 Penalty: 4943.155762
	Iteration 56Q: 3 clusters Score -2546384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2546383.750000 Penalty: 4943.155762
	Iteration 57Q: 3 clusters Score -2546384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2546384.000000 Penalty: 4943.155762
	Iteration 58Q: 3 clusters Score -2546384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2546385.750000 Penalty: 4943.155762
	Iteration 59Q: 3 clusters Score -2546386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2546383.750000 Penalty: 4943.155762
	Iteration 60F: 3 clusters Score -2546384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2546383.250000 Penalty: 4943.155762
	Iteration 61Q: 3 clusters Score -2546383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2546386.000000 Penalty: 4943.155762
	Iteration 62Q: 3 clusters Score -2546386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2546387.000000 Penalty: 4943.155762
	Iteration 63Q: 3 clusters Score -2546387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2546393.500000 Penalty: 4943.155762
	Iteration 64Q: 3 clusters Score -2546394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2546390.500000 Penalty: 4943.155762
	Iteration 65Q: 3 clusters Score -2546390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2546395.000000 Penalty: 4943.155762
	Iteration 66Q: 3 clusters Score -2546395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2546395.500000 Penalty: 4943.155762
	Iteration 67Q: 3 clusters Score -2546396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2546406.500000 Penalty: 4943.155762
	Iteration 68Q: 3 clusters Score -2546406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2546404.000000 Penalty: 4943.155762
	Iteration 69Q: 3 clusters Score -2546404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2546405.750000 Penalty: 4943.155762
	Iteration 70Q: 3 clusters Score -2546406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2546403.750000 Penalty: 4943.155762
	Iteration 71Q: 3 clusters Score -2546404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2546405.250000 Penalty: 4943.155762
	Iteration 72Q: 3 clusters Score -2546405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2546405.250000 Penalty: 4943.155762
	Iteration 73Q: 3 clusters Score -2546405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2546409.000000 Penalty: 4943.155762
	Iteration 74Q: 3 clusters Score -2546409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2546409.000000 Penalty: 4943.155762
	Iteration 75F: 3 clusters Score -2546409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1458500.250000 Penalty: 2339.920410
	Iteration 0F: 2 clusters Score -1458500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1449094.000000 Penalty: 4679.840820
	Iteration 0F: 3 clusters Score -1449094 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1452024.125000 Penalty: 4679.840820
	Iteration 1F: 3 clusters Score -1452024 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1452440.875000 Penalty: 4679.840820
	Iteration 2F: 3 clusters Score -1452441 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1452810.000000 Penalty: 4679.840820
	Iteration 3F: 3 clusters Score -1452810 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1453124.250000 Penalty: 4679.840820
	Iteration 4F: 3 clusters Score -1453124 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1453451.750000 Penalty: 4679.840820
	Iteration 5Q: 3 clusters Score -1453452 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1453750.250000 Penalty: 4679.840820
	Iteration 6Q: 3 clusters Score -1453750 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1454021.500000 Penalty: 4679.840820
	Iteration 7Q: 3 clusters Score -1454022 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1454241.750000 Penalty: 4679.840820
	Iteration 8Q: 3 clusters Score -1454242 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1454437.875000 Penalty: 4679.840820
	Iteration 9Q: 3 clusters Score -1454438 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1454626.500000 Penalty: 4679.840820
	Iteration 10Q: 3 clusters Score -1454626 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1454805.125000 Penalty: 4679.840820
	Iteration 11Q: 3 clusters Score -1454805 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1454963.125000 Penalty: 4679.840820
	Iteration 12Q: 3 clusters Score -1454963 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1455117.500000 Penalty: 4679.840820
	Iteration 13Q: 3 clusters Score -1455118 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1455272.125000 Penalty: 4679.840820
	Iteration 14Q: 3 clusters Score -1455272 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1455417.375000 Penalty: 4679.840820
	Iteration 15Q: 3 clusters Score -1455417 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1455588.500000 Penalty: 4679.840820
	Iteration 16Q: 3 clusters Score -1455588 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1455768.875000 Penalty: 4679.840820
	Iteration 17Q: 3 clusters Score -1455769 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1455932.250000 Penalty: 4679.840820
	Iteration 18Q: 3 clusters Score -1455932 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1456065.250000 Penalty: 4679.840820
	Iteration 19Q: 3 clusters Score -1456065 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1456154.375000 Penalty: 4679.840820
	Iteration 20F: 3 clusters Score -1456154 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1456217.125000 Penalty: 4679.840820
	Iteration 21Q: 3 clusters Score -1456217 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1456277.125000 Penalty: 4679.840820
	Iteration 22Q: 3 clusters Score -1456277 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1456348.375000 Penalty: 4679.840820
	Iteration 23Q: 3 clusters Score -1456348 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1456426.750000 Penalty: 4679.840820
	Iteration 24Q: 3 clusters Score -1456427 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1456515.750000 Penalty: 4679.840820
	Iteration 25Q: 3 clusters Score -1456516 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1456624.750000 Penalty: 4679.840820
	Iteration 26Q: 3 clusters Score -1456625 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1456742.500000 Penalty: 4679.840820
	Iteration 27Q: 3 clusters Score -1456742 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1456878.750000 Penalty: 4679.840820
	Iteration 28Q: 3 clusters Score -1456879 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1457005.875000 Penalty: 4679.840820
	Iteration 29Q: 3 clusters Score -1457006 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1457130.875000 Penalty: 4679.840820
	Iteration 30Q: 3 clusters Score -1457131 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1457243.750000 Penalty: 4679.840820
	Iteration 31Q: 3 clusters Score -1457244 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1457352.375000 Penalty: 4679.840820
	Iteration 32Q: 3 clusters Score -1457352 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1457436.375000 Penalty: 4679.840820
	Iteration 33Q: 3 clusters Score -1457436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1457495.000000 Penalty: 4679.840820
	Iteration 34Q: 3 clusters Score -1457495 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1457552.375000 Penalty: 4679.840820
	Iteration 35Q: 3 clusters Score -1457552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1457607.750000 Penalty: 4679.840820
	Iteration 36Q: 3 clusters Score -1457608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1457665.000000 Penalty: 4679.840820
	Iteration 37Q: 3 clusters Score -1457665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1457730.875000 Penalty: 4679.840820
	Iteration 38Q: 3 clusters Score -1457731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1457798.125000 Penalty: 4679.840820
	Iteration 39Q: 3 clusters Score -1457798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1457885.500000 Penalty: 4679.840820
	Iteration 40F: 3 clusters Score -1457886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1458013.875000 Penalty: 4679.840820
	Iteration 41Q: 3 clusters Score -1458014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1458159.625000 Penalty: 4679.840820
	Iteration 42Q: 3 clusters Score -1458160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1458266.375000 Penalty: 4679.840820
	Iteration 43Q: 3 clusters Score -1458266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1458321.375000 Penalty: 4679.840820
	Iteration 44Q: 3 clusters Score -1458321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1458344.625000 Penalty: 4679.840820
	Iteration 45Q: 3 clusters Score -1458345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1458362.500000 Penalty: 4679.840820
	Iteration 46Q: 3 clusters Score -1458362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1458373.250000 Penalty: 4679.840820
	Iteration 47Q: 3 clusters Score -1458373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1458373.375000 Penalty: 4679.840820
	Iteration 48Q: 3 clusters Score -1458373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1458377.125000 Penalty: 4679.840820
	Iteration 49Q: 3 clusters Score -1458377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1458384.875000 Penalty: 4679.840820
	Iteration 50Q: 3 clusters Score -1458385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1458391.125000 Penalty: 4679.840820
	Iteration 51Q: 3 clusters Score -1458391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1458390.125000 Penalty: 4679.840820
	Iteration 52Q: 3 clusters Score -1458390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1458388.750000 Penalty: 4679.840820
	Iteration 53Q: 3 clusters Score -1458389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1458390.250000 Penalty: 4679.840820
	Iteration 54Q: 3 clusters Score -1458390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1458389.625000 Penalty: 4679.840820
	Iteration 55Q: 3 clusters Score -1458390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1458388.625000 Penalty: 4679.840820
	Iteration 56Q: 3 clusters Score -1458389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1458388.625000 Penalty: 4679.840820
	Iteration 57F: 3 clusters Score -1458389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -593260.375000 Penalty: 2114.878906
	Iteration 0F: 2 clusters Score -593260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -588664.562500 Penalty: 4229.757812
	Iteration 0F: 3 clusters Score -588664.6 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -589758.125000 Penalty: 4229.757812
	Iteration 1F: 3 clusters Score -589758.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -590034.750000 Penalty: 4229.757812
	Iteration 2F: 3 clusters Score -590034.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -590263.562500 Penalty: 4229.757812
	Iteration 3F: 3 clusters Score -590263.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -590468.125000 Penalty: 4229.757812
	Iteration 4F: 3 clusters Score -590468.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -590673.875000 Penalty: 4229.757812
	Iteration 5Q: 3 clusters Score -590673.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -590890.687500 Penalty: 4229.757812
	Iteration 6Q: 3 clusters Score -590890.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -591109.875000 Penalty: 4229.757812
	Iteration 7F: 3 clusters Score -591109.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -591294.375000 Penalty: 4229.757812
	Iteration 8Q: 3 clusters Score -591294.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -591442.562500 Penalty: 4229.757812
	Iteration 9Q: 3 clusters Score -591442.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -591560.437500 Penalty: 4229.757812
	Iteration 10Q: 3 clusters Score -591560.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -591651.500000 Penalty: 4229.757812
	Iteration 11Q: 3 clusters Score -591651.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -591724.750000 Penalty: 4229.757812
	Iteration 12Q: 3 clusters Score -591724.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -591786.625000 Penalty: 4229.757812
	Iteration 13Q: 3 clusters Score -591786.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -591813.875000 Penalty: 4229.757812
	Iteration 14Q: 3 clusters Score -591813.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -591832.000000 Penalty: 4229.757812
	Iteration 15Q: 3 clusters Score -591832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -591848.437500 Penalty: 4229.757812
	Iteration 16Q: 3 clusters Score -591848.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -591866.250000 Penalty: 4229.757812
	Iteration 17Q: 3 clusters Score -591866.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -591880.625000 Penalty: 4229.757812
	Iteration 18Q: 3 clusters Score -591880.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -591897.937500 Penalty: 4229.757812
	Iteration 19Q: 3 clusters Score -591897.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -591917.187500 Penalty: 4229.757812
	Iteration 20F: 3 clusters Score -591917.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -591937.687500 Penalty: 4229.757812
	Iteration 21Q: 3 clusters Score -591937.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -591959.125000 Penalty: 4229.757812
	Iteration 22Q: 3 clusters Score -591959.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -591973.000000 Penalty: 4229.757812
	Iteration 23Q: 3 clusters Score -591973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -591975.437500 Penalty: 4229.757812
	Iteration 24Q: 3 clusters Score -591975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -591975.562500 Penalty: 4229.757812
	Iteration 25Q: 3 clusters Score -591975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -591976.375000 Penalty: 4229.757812
	Iteration 26Q: 3 clusters Score -591976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -591977.000000 Penalty: 4229.757812
	Iteration 27Q: 3 clusters Score -591977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -591980.000000 Penalty: 4229.757812
	Iteration 28Q: 3 clusters Score -591980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -591980.062500 Penalty: 4229.757812
	Iteration 29Q: 3 clusters Score -591980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -591980.125000 Penalty: 4229.757812
	Iteration 30Q: 3 clusters Score -591980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -591981.562500 Penalty: 4229.757812
	Iteration 31Q: 3 clusters Score -591981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -591982.062500 Penalty: 4229.757812
	Iteration 32Q: 3 clusters Score -591982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -591982.812500 Penalty: 4229.757812
	Iteration 33Q: 3 clusters Score -591982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -591982.937500 Penalty: 4229.757812
	Iteration 34Q: 3 clusters Score -591982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -591983.562500 Penalty: 4229.757812
	Iteration 35Q: 3 clusters Score -591983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -591983.562500 Penalty: 4229.757812
	Iteration 36F: 3 clusters Score -591983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Entering Unmasked Estep 
Score: -20406238.000000 Penalty: 2983.050049
	Iteration 0F: 2 clusters Score -2.040624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -20295368.000000 Penalty: 5966.100098
	Iteration 0F: 3 clusters Score -2.029537e+07 nChanged 80314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -20342416.000000 Penalty: 5966.100098
	Iteration 1F: 3 clusters Score -2.034242e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -20343652.000000 Penalty: 5966.100098
	Iteration 2Q: 3 clusters Score -2.034365e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -20345624.000000 Penalty: 5966.100098
	Iteration 3Q: 3 clusters Score -2.034562e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -20348468.000000 Penalty: 5966.100098
	Iteration 4Q: 3 clusters Score -2.034847e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -20352506.000000 Penalty: 5966.100098
	Iteration 5F: 3 clusters Score -2.035251e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -20357710.000000 Penalty: 5966.100098
	Iteration 6F: 3 clusters Score -2.035771e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -20363660.000000 Penalty: 5966.100098
	Iteration 7F: 3 clusters Score -2.036366e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114489 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -20369418.000000 Penalty: 5966.100098
	Iteration 8F: 3 clusters Score -2.036942e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121658 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -20374326.000000 Penalty: 5966.100098
	Iteration 9F: 3 clusters Score -2.037433e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -20379138.000000 Penalty: 5966.100098
	Iteration 10F: 3 clusters Score -2.037914e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136340 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -20383782.000000 Penalty: 5966.100098
	Iteration 11Q: 3 clusters Score -2.038378e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -20388410.000000 Penalty: 5966.100098
	Iteration 12Q: 3 clusters Score -2.038841e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150432 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -20392892.000000 Penalty: 5966.100098
	Iteration 13Q: 3 clusters Score -2.039289e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -20396876.000000 Penalty: 5966.100098
	Iteration 14Q: 3 clusters Score -2.039688e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160577 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -20399898.000000 Penalty: 5966.100098
	Iteration 15Q: 3 clusters Score -2.03999e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -20401808.000000 Penalty: 5966.100098
	Iteration 16Q: 3 clusters Score -2.040181e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165007 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -20402802.000000 Penalty: 5966.100098
	Iteration 17Q: 3 clusters Score -2.04028e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20403256.000000 Penalty: 5966.100098
	Iteration 18Q: 3 clusters Score -2.040326e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166253 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20403458.000000 Penalty: 5966.100098
	Iteration 19Q: 3 clusters Score -2.040346e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166486 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20403644.000000 Penalty: 5966.100098
	Iteration 20F: 3 clusters Score -2.040364e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -20403696.000000 Penalty: 5966.100098
	Iteration 21Q: 3 clusters Score -2.04037e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20403772.000000 Penalty: 5966.100098
	Iteration 22Q: 3 clusters Score -2.040377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166743 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20403792.000000 Penalty: 5966.100098
	Iteration 23Q: 3 clusters Score -2.040379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20403828.000000 Penalty: 5966.100098
	Iteration 24Q: 3 clusters Score -2.040383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166790 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -20403882.000000 Penalty: 5966.100098
	Iteration 25Q: 3 clusters Score -2.040388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20403886.000000 Penalty: 5966.100098
	Iteration 26Q: 3 clusters Score -2.040389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20403890.000000 Penalty: 5966.100098
	Iteration 27Q: 3 clusters Score -2.040389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20403878.000000 Penalty: 5966.100098
	Iteration 28Q: 3 clusters Score -2.040388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166838 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20403870.000000 Penalty: 5966.100098
	Iteration 29Q: 3 clusters Score -2.040387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20403896.000000 Penalty: 5966.100098
	Iteration 30Q: 3 clusters Score -2.04039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -20403884.000000 Penalty: 5966.100098
	Iteration 31Q: 3 clusters Score -2.040388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20403894.000000 Penalty: 5966.100098
	Iteration 32Q: 3 clusters Score -2.040389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20403900.000000 Penalty: 5966.100098
	Iteration 33Q: 3 clusters Score -2.04039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20403920.000000 Penalty: 5966.100098
	Iteration 34Q: 3 clusters Score -2.040392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20403906.000000 Penalty: 5966.100098
	Iteration 35Q: 3 clusters Score -2.040391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20403898.000000 Penalty: 5966.100098
	Iteration 36Q: 3 clusters Score -2.04039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20403908.000000 Penalty: 5966.100098
	Iteration 37Q: 3 clusters Score -2.040391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166869 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20403912.000000 Penalty: 5966.100098
	Iteration 38Q: 3 clusters Score -2.040391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166870 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20403882.000000 Penalty: 5966.100098
	Iteration 39Q: 3 clusters Score -2.040388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -20403890.000000 Penalty: 5966.100098
	Iteration 40F: 3 clusters Score -2.040389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166877 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20403896.000000 Penalty: 5966.100098
	Iteration 41Q: 3 clusters Score -2.04039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20403902.000000 Penalty: 5966.100098
	Iteration 42Q: 3 clusters Score -2.04039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166882 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20403892.000000 Penalty: 5966.100098
	Iteration 43Q: 3 clusters Score -2.040389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166885 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20403894.000000 Penalty: 5966.100098
	Iteration 44Q: 3 clusters Score -2.040389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166889 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20403894.000000 Penalty: 5966.100098
	Iteration 45Q: 3 clusters Score -2.040389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20403910.000000 Penalty: 5966.100098
	Iteration 46Q: 3 clusters Score -2.040391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20403912.000000 Penalty: 5966.100098
	Iteration 47Q: 3 clusters Score -2.040391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20403928.000000 Penalty: 5966.100098
	Iteration 48Q: 3 clusters Score -2.040393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20403908.000000 Penalty: 5966.100098
	Iteration 49Q: 3 clusters Score -2.040391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -20403908.000000 Penalty: 5966.100098
	Iteration 50Q: 3 clusters Score -2.040391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166917 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20403918.000000 Penalty: 5966.100098
	Iteration 51Q: 3 clusters Score -2.040392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20403922.000000 Penalty: 5966.100098
	Iteration 52Q: 3 clusters Score -2.040392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20403922.000000 Penalty: 5966.100098
	Iteration 53F: 3 clusters Score -2.040392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Entering Unmasked Estep 
Score: -1925175.125000 Penalty: 2407.151123
	Iteration 0F: 2 clusters Score -1925175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1913402.625000 Penalty: 4814.302246
	Iteration 0F: 3 clusters Score -1913403 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1917471.625000 Penalty: 4814.302246
	Iteration 1F: 3 clusters Score -1917472 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1918413.250000 Penalty: 4814.302246
	Iteration 2F: 3 clusters Score -1918413 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1919318.500000 Penalty: 4814.302246
	Iteration 3F: 3 clusters Score -1919318 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1920199.000000 Penalty: 4814.302246
	Iteration 4F: 3 clusters Score -1920199 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1921024.875000 Penalty: 4814.302246
	Iteration 5F: 3 clusters Score -1921025 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1921693.375000 Penalty: 4814.302246
	Iteration 6F: 3 clusters Score -1921693 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1922244.375000 Penalty: 4814.302246
	Iteration 7F: 3 clusters Score -1922244 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1922728.000000 Penalty: 4814.302246
	Iteration 8Q: 3 clusters Score -1922728 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1923151.625000 Penalty: 4814.302246
	Iteration 9Q: 3 clusters Score -1923152 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1923517.750000 Penalty: 4814.302246
	Iteration 10Q: 3 clusters Score -1923518 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1923790.375000 Penalty: 4814.302246
	Iteration 11Q: 3 clusters Score -1923790 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1923963.375000 Penalty: 4814.302246
	Iteration 12Q: 3 clusters Score -1923963 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1924060.250000 Penalty: 4814.302246
	Iteration 13Q: 3 clusters Score -1924060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1924125.375000 Penalty: 4814.302246
	Iteration 14Q: 3 clusters Score -1924125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1924151.250000 Penalty: 4814.302246
	Iteration 15Q: 3 clusters Score -1924151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1924169.875000 Penalty: 4814.302246
	Iteration 16Q: 3 clusters Score -1924170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1924176.500000 Penalty: 4814.302246
	Iteration 17Q: 3 clusters Score -1924176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1924187.750000 Penalty: 4814.302246
	Iteration 18Q: 3 clusters Score -1924188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1924192.625000 Penalty: 4814.302246
	Iteration 19Q: 3 clusters Score -1924193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1924194.625000 Penalty: 4814.302246
	Iteration 20F: 3 clusters Score -1924195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1924200.875000 Penalty: 4814.302246
	Iteration 21Q: 3 clusters Score -1924201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1924199.250000 Penalty: 4814.302246
	Iteration 22Q: 3 clusters Score -1924199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1924198.625000 Penalty: 4814.302246
	Iteration 23Q: 3 clusters Score -1924199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1924196.750000 Penalty: 4814.302246
	Iteration 24Q: 3 clusters Score -1924197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1924199.375000 Penalty: 4814.302246
	Iteration 25Q: 3 clusters Score -1924199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1924198.875000 Penalty: 4814.302246
	Iteration 26Q: 3 clusters Score -1924199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1924199.250000 Penalty: 4814.302246
	Iteration 27Q: 3 clusters Score -1924199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1924196.750000 Penalty: 4814.302246
	Iteration 28Q: 3 clusters Score -1924197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1924196.125000 Penalty: 4814.302246
	Iteration 29Q: 3 clusters Score -1924196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1924193.000000 Penalty: 4814.302246
	Iteration 30Q: 3 clusters Score -1924193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1924192.875000 Penalty: 4814.302246
	Iteration 31Q: 3 clusters Score -1924193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1924193.125000 Penalty: 4814.302246
	Iteration 32Q: 3 clusters Score -1924193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1924192.375000 Penalty: 4814.302246
	Iteration 33Q: 3 clusters Score -1924192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1924192.375000 Penalty: 4814.302246
	Iteration 34F: 3 clusters Score -1924192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Entering Unmasked Estep 
Score: -3580804.750000 Penalty: 2549.704834
	Iteration 0F: 2 clusters Score -3580805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3560674.750000 Penalty: 5099.409668
	Iteration 0F: 3 clusters Score -3560675 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3568284.750000 Penalty: 5099.409668
	Iteration 1F: 3 clusters Score -3568285 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3569345.000000 Penalty: 5099.409668
	Iteration 2F: 3 clusters Score -3569345 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3570610.500000 Penalty: 5099.409668
	Iteration 3F: 3 clusters Score -3570610 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3572048.500000 Penalty: 5099.409668
	Iteration 4F: 3 clusters Score -3572048 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3573477.250000 Penalty: 5099.409668
	Iteration 5F: 3 clusters Score -3573477 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3574676.750000 Penalty: 5099.409668
	Iteration 6F: 3 clusters Score -3574677 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3575586.250000 Penalty: 5099.409668
	Iteration 7F: 3 clusters Score -3575586 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3576278.750000 Penalty: 5099.409668
	Iteration 8Q: 3 clusters Score -3576279 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3576820.250000 Penalty: 5099.409668
	Iteration 9Q: 3 clusters Score -3576820 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3577282.500000 Penalty: 5099.409668
	Iteration 10Q: 3 clusters Score -3577282 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3577635.500000 Penalty: 5099.409668
	Iteration 11Q: 3 clusters Score -3577636 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3577936.250000 Penalty: 5099.409668
	Iteration 12Q: 3 clusters Score -3577936 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3578177.750000 Penalty: 5099.409668
	Iteration 13Q: 3 clusters Score -3578178 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3578377.250000 Penalty: 5099.409668
	Iteration 14Q: 3 clusters Score -3578377 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3578526.000000 Penalty: 5099.409668
	Iteration 15Q: 3 clusters Score -3578526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3578614.250000 Penalty: 5099.409668
	Iteration 16Q: 3 clusters Score -3578614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3578682.000000 Penalty: 5099.409668
	Iteration 17Q: 3 clusters Score -3578682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3578721.750000 Penalty: 5099.409668
	Iteration 18Q: 3 clusters Score -3578722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3578742.000000 Penalty: 5099.409668
	Iteration 19Q: 3 clusters Score -3578742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3578767.000000 Penalty: 5099.409668
	Iteration 20F: 3 clusters Score -3578767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3578783.000000 Penalty: 5099.409668
	Iteration 21Q: 3 clusters Score -3578783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3578795.750000 Penalty: 5099.409668
	Iteration 22Q: 3 clusters Score -3578796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3578804.000000 Penalty: 5099.409668
	Iteration 23Q: 3 clusters Score -3578804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3578820.250000 Penalty: 5099.409668
	Iteration 24Q: 3 clusters Score -3578820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3578825.000000 Penalty: 5099.409668
	Iteration 25Q: 3 clusters Score -3578825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3578824.000000 Penalty: 5099.409668
	Iteration 26Q: 3 clusters Score -3578824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3578831.750000 Penalty: 5099.409668
	Iteration 27Q: 3 clusters Score -3578832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3578835.750000 Penalty: 5099.409668
	Iteration 28Q: 3 clusters Score -3578836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3578838.000000 Penalty: 5099.409668
	Iteration 29Q: 3 clusters Score -3578838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3578838.000000 Penalty: 5099.409668
	Iteration 30Q: 3 clusters Score -3578838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3578838.750000 Penalty: 5099.409668
	Iteration 31Q: 3 clusters Score -3578839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3578841.250000 Penalty: 5099.409668
	Iteration 32Q: 3 clusters Score -3578841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3578842.750000 Penalty: 5099.409668
	Iteration 33Q: 3 clusters Score -3578843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3578850.500000 Penalty: 5099.409668
	Iteration 34Q: 3 clusters Score -3578850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3578850.750000 Penalty: 5099.409668
	Iteration 35Q: 3 clusters Score -3578851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3578847.250000 Penalty: 5099.409668
	Iteration 36Q: 3 clusters Score -3578847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3578850.750000 Penalty: 5099.409668
	Iteration 37Q: 3 clusters Score -3578851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3578851.500000 Penalty: 5099.409668
	Iteration 38Q: 3 clusters Score -3578852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3578850.250000 Penalty: 5099.409668
	Iteration 39Q: 3 clusters Score -3578850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3578850.250000 Penalty: 5099.409668
	Iteration 40F: 3 clusters Score -3578850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Entering Unmasked Estep 
Score: -2395248.500000 Penalty: 2449.021729
	Iteration 0F: 2 clusters Score -2395248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2381441.250000 Penalty: 4898.043457
	Iteration 0F: 3 clusters Score -2381441 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2386019.750000 Penalty: 4898.043457
	Iteration 1F: 3 clusters Score -2386020 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2386469.250000 Penalty: 4898.043457
	Iteration 2F: 3 clusters Score -2386469 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2386908.000000 Penalty: 4898.043457
	Iteration 3F: 3 clusters Score -2386908 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2387326.000000 Penalty: 4898.043457
	Iteration 4Q: 3 clusters Score -2387326 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2387880.000000 Penalty: 4898.043457
	Iteration 5F: 3 clusters Score -2387880 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2388624.000000 Penalty: 4898.043457
	Iteration 6F: 3 clusters Score -2388624 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2389611.000000 Penalty: 4898.043457
	Iteration 7F: 3 clusters Score -2389611 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2390669.500000 Penalty: 4898.043457
	Iteration 8F: 3 clusters Score -2390670 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2391560.000000 Penalty: 4898.043457
	Iteration 9F: 3 clusters Score -2391560 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2392228.500000 Penalty: 4898.043457
	Iteration 10Q: 3 clusters Score -2392228 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2392600.000000 Penalty: 4898.043457
	Iteration 11Q: 3 clusters Score -2392600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2392800.250000 Penalty: 4898.043457
	Iteration 12Q: 3 clusters Score -2392800 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2392927.000000 Penalty: 4898.043457
	Iteration 13Q: 3 clusters Score -2392927 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2393016.500000 Penalty: 4898.043457
	Iteration 14Q: 3 clusters Score -2393016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2393053.750000 Penalty: 4898.043457
	Iteration 15Q: 3 clusters Score -2393054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2393074.500000 Penalty: 4898.043457
	Iteration 16Q: 3 clusters Score -2393074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2393094.500000 Penalty: 4898.043457
	Iteration 17Q: 3 clusters Score -2393094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2393109.000000 Penalty: 4898.043457
	Iteration 18Q: 3 clusters Score -2393109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2393115.500000 Penalty: 4898.043457
	Iteration 19Q: 3 clusters Score -2393116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2393117.250000 Penalty: 4898.043457
	Iteration 20F: 3 clusters Score -2393117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2393120.250000 Penalty: 4898.043457
	Iteration 21Q: 3 clusters Score -2393120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2393121.000000 Penalty: 4898.043457
	Iteration 22Q: 3 clusters Score -2393121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2393121.000000 Penalty: 4898.043457
	Iteration 23F: 3 clusters Score -2393121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Entering Unmasked Estep 
Score: -872768.125000 Penalty: 2201.071289
	Iteration 0F: 2 clusters Score -872768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -866866.250000 Penalty: 4402.142578
	Iteration 0F: 3 clusters Score -866866.2 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -868428.812500 Penalty: 4402.142578
	Iteration 1F: 3 clusters Score -868428.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -868715.062500 Penalty: 4402.142578
	Iteration 2F: 3 clusters Score -868715.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -868935.187500 Penalty: 4402.142578
	Iteration 3F: 3 clusters Score -868935.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -869122.750000 Penalty: 4402.142578
	Iteration 4Q: 3 clusters Score -869122.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -869286.875000 Penalty: 4402.142578
	Iteration 5Q: 3 clusters Score -869286.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -869412.312500 Penalty: 4402.142578
	Iteration 6Q: 3 clusters Score -869412.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -869522.562500 Penalty: 4402.142578
	Iteration 7Q: 3 clusters Score -869522.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -869632.875000 Penalty: 4402.142578
	Iteration 8Q: 3 clusters Score -869632.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -869734.812500 Penalty: 4402.142578
	Iteration 9Q: 3 clusters Score -869734.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -869842.937500 Penalty: 4402.142578
	Iteration 10Q: 3 clusters Score -869842.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -869953.500000 Penalty: 4402.142578
	Iteration 11Q: 3 clusters Score -869953.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -870059.562500 Penalty: 4402.142578
	Iteration 12Q: 3 clusters Score -870059.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -870139.500000 Penalty: 4402.142578
	Iteration 13Q: 3 clusters Score -870139.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -870220.375000 Penalty: 4402.142578
	Iteration 14Q: 3 clusters Score -870220.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -870308.875000 Penalty: 4402.142578
	Iteration 15Q: 3 clusters Score -870308.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -870401.625000 Penalty: 4402.142578
	Iteration 16Q: 3 clusters Score -870401.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -870484.187500 Penalty: 4402.142578
	Iteration 17Q: 3 clusters Score -870484.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -870563.125000 Penalty: 4402.142578
	Iteration 18Q: 3 clusters Score -870563.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -870646.562500 Penalty: 4402.142578
	Iteration 19Q: 3 clusters Score -870646.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -870712.500000 Penalty: 4402.142578
	Iteration 20F: 3 clusters Score -870712.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -870773.875000 Penalty: 4402.142578
	Iteration 21Q: 3 clusters Score -870773.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -870822.687500 Penalty: 4402.142578
	Iteration 22Q: 3 clusters Score -870822.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -870869.562500 Penalty: 4402.142578
	Iteration 23Q: 3 clusters Score -870869.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -870911.625000 Penalty: 4402.142578
	Iteration 24Q: 3 clusters Score -870911.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -870943.375000 Penalty: 4402.142578
	Iteration 25Q: 3 clusters Score -870943.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -870984.437500 Penalty: 4402.142578
	Iteration 26Q: 3 clusters Score -870984.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -871015.437500 Penalty: 4402.142578
	Iteration 27Q: 3 clusters Score -871015.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -871031.375000 Penalty: 4402.142578
	Iteration 28Q: 3 clusters Score -871031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -871044.812500 Penalty: 4402.142578
	Iteration 29Q: 3 clusters Score -871044.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -871056.125000 Penalty: 4402.142578
	Iteration 30Q: 3 clusters Score -871056.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -871070.437500 Penalty: 4402.142578
	Iteration 31Q: 3 clusters Score -871070.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -871084.062500 Penalty: 4402.142578
	Iteration 32Q: 3 clusters Score -871084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -871095.250000 Penalty: 4402.142578
	Iteration 33Q: 3 clusters Score -871095.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -871100.187500 Penalty: 4402.142578
	Iteration 34Q: 3 clusters Score -871100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -871103.187500 Penalty: 4402.142578
	Iteration 35Q: 3 clusters Score -871103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -871103.625000 Penalty: 4402.142578
	Iteration 36Q: 3 clusters Score -871103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -871104.375000 Penalty: 4402.142578
	Iteration 37Q: 3 clusters Score -871104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -871107.625000 Penalty: 4402.142578
	Iteration 38Q: 3 clusters Score -871107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -871107.125000 Penalty: 4402.142578
	Iteration 39Q: 3 clusters Score -871107.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -871111.000000 Penalty: 4402.142578
	Iteration 40F: 3 clusters Score -871111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -871111.437500 Penalty: 4402.142578
	Iteration 41Q: 3 clusters Score -871111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -871112.812500 Penalty: 4402.142578
	Iteration 42Q: 3 clusters Score -871112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -871113.750000 Penalty: 4402.142578
	Iteration 43Q: 3 clusters Score -871113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -871113.250000 Penalty: 4402.142578
	Iteration 44Q: 3 clusters Score -871113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -871113.250000 Penalty: 4402.142578
	Iteration 45F: 3 clusters Score -871113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Entering Unmasked Estep 
Score: -1556542.875000 Penalty: 2349.593018
	Iteration 0F: 2 clusters Score -1556543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1546886.500000 Penalty: 4699.186035
	Iteration 0F: 3 clusters Score -1546886 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1549928.625000 Penalty: 4699.186035
	Iteration 1F: 3 clusters Score -1549929 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1550299.125000 Penalty: 4699.186035
	Iteration 2F: 3 clusters Score -1550299 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1550577.750000 Penalty: 4699.186035
	Iteration 3Q: 3 clusters Score -1550578 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1550826.500000 Penalty: 4699.186035
	Iteration 4Q: 3 clusters Score -1550826 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1551045.750000 Penalty: 4699.186035
	Iteration 5Q: 3 clusters Score -1551046 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1551262.375000 Penalty: 4699.186035
	Iteration 6Q: 3 clusters Score -1551262 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1551499.750000 Penalty: 4699.186035
	Iteration 7Q: 3 clusters Score -1551500 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1551768.125000 Penalty: 4699.186035
	Iteration 8Q: 3 clusters Score -1551768 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1552085.000000 Penalty: 4699.186035
	Iteration 9Q: 3 clusters Score -1552085 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1552433.375000 Penalty: 4699.186035
	Iteration 10Q: 3 clusters Score -1552433 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1552876.500000 Penalty: 4699.186035
	Iteration 11Q: 3 clusters Score -1552876 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1553372.125000 Penalty: 4699.186035
	Iteration 12F: 3 clusters Score -1553372 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1553843.000000 Penalty: 4699.186035
	Iteration 13Q: 3 clusters Score -1553843 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1554286.500000 Penalty: 4699.186035
	Iteration 14Q: 3 clusters Score -1554286 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1554661.625000 Penalty: 4699.186035
	Iteration 15Q: 3 clusters Score -1554662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1554921.875000 Penalty: 4699.186035
	Iteration 16Q: 3 clusters Score -1554922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1555073.125000 Penalty: 4699.186035
	Iteration 17Q: 3 clusters Score -1555073 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1555176.375000 Penalty: 4699.186035
	Iteration 18Q: 3 clusters Score -1555176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1555241.625000 Penalty: 4699.186035
	Iteration 19Q: 3 clusters Score -1555242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1555282.125000 Penalty: 4699.186035
	Iteration 20F: 3 clusters Score -1555282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1555310.750000 Penalty: 4699.186035
	Iteration 21Q: 3 clusters Score -1555311 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1555353.875000 Penalty: 4699.186035
	Iteration 22Q: 3 clusters Score -1555354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1555395.500000 Penalty: 4699.186035
	Iteration 23Q: 3 clusters Score -1555396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1555425.625000 Penalty: 4699.186035
	Iteration 24Q: 3 clusters Score -1555426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1555466.375000 Penalty: 4699.186035
	Iteration 25Q: 3 clusters Score -1555466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1555509.125000 Penalty: 4699.186035
	Iteration 26Q: 3 clusters Score -1555509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1555560.750000 Penalty: 4699.186035
	Iteration 27Q: 3 clusters Score -1555561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1555629.625000 Penalty: 4699.186035
	Iteration 28Q: 3 clusters Score -1555630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1555687.625000 Penalty: 4699.186035
	Iteration 29Q: 3 clusters Score -1555688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1555732.875000 Penalty: 4699.186035
	Iteration 30Q: 3 clusters Score -1555733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1555757.750000 Penalty: 4699.186035
	Iteration 31Q: 3 clusters Score -1555758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1555775.875000 Penalty: 4699.186035
	Iteration 32Q: 3 clusters Score -1555776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1555790.375000 Penalty: 4699.186035
	Iteration 33Q: 3 clusters Score -1555790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1555803.375000 Penalty: 4699.186035
	Iteration 34Q: 3 clusters Score -1555803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1555810.000000 Penalty: 4699.186035
	Iteration 35Q: 3 clusters Score -1555810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1555822.375000 Penalty: 4699.186035
	Iteration 36Q: 3 clusters Score -1555822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1555836.375000 Penalty: 4699.186035
	Iteration 37Q: 3 clusters Score -1555836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1555850.125000 Penalty: 4699.186035
	Iteration 38Q: 3 clusters Score -1555850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1555856.875000 Penalty: 4699.186035
	Iteration 39Q: 3 clusters Score -1555857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1555857.750000 Penalty: 4699.186035
	Iteration 40F: 3 clusters Score -1555858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1555861.500000 Penalty: 4699.186035
	Iteration 41Q: 3 clusters Score -1555862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1555860.500000 Penalty: 4699.186035
	Iteration 42Q: 3 clusters Score -1555860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1555860.500000 Penalty: 4699.186035
	Iteration 43F: 3 clusters Score -1555860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Entering Unmasked Estep 
Score: -21004034.000000 Penalty: 2987.625732
	Iteration 0F: 2 clusters Score -2.100403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -20891698.000000 Penalty: 5975.251465
	Iteration 0F: 3 clusters Score -2.08917e+07 nChanged 81654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -20939136.000000 Penalty: 5975.251465
	Iteration 1F: 3 clusters Score -2.093914e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -20940366.000000 Penalty: 5975.251465
	Iteration 2Q: 3 clusters Score -2.094037e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -20942228.000000 Penalty: 5975.251465
	Iteration 3Q: 3 clusters Score -2.094223e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -20945630.000000 Penalty: 5975.251465
	Iteration 4Q: 3 clusters Score -2.094563e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113471 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -20951596.000000 Penalty: 5975.251465
	Iteration 5F: 3 clusters Score -2.09516e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126366 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -20961288.000000 Penalty: 5975.251465
	Iteration 6F: 3 clusters Score -2.096129e+07 nChanged 15106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -20974786.000000 Penalty: 5975.251465
	Iteration 7F: 3 clusters Score -2.097479e+07 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -20987952.000000 Penalty: 5975.251465
	Iteration 8F: 3 clusters Score -2.098795e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -20996430.000000 Penalty: 5975.251465
	Iteration 9F: 3 clusters Score -2.099643e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -20999934.000000 Penalty: 5975.251465
	Iteration 10Q: 3 clusters Score -2.099993e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -21000908.000000 Penalty: 5975.251465
	Iteration 11Q: 3 clusters Score -2.100091e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21001224.000000 Penalty: 5975.251465
	Iteration 12Q: 3 clusters Score -2.100122e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170182 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21001374.000000 Penalty: 5975.251465
	Iteration 13Q: 3 clusters Score -2.100137e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21001434.000000 Penalty: 5975.251465
	Iteration 14Q: 3 clusters Score -2.100143e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21001496.000000 Penalty: 5975.251465
	Iteration 15Q: 3 clusters Score -2.10015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21001522.000000 Penalty: 5975.251465
	Iteration 16Q: 3 clusters Score -2.100152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21001546.000000 Penalty: 5975.251465
	Iteration 17Q: 3 clusters Score -2.100155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21001536.000000 Penalty: 5975.251465
	Iteration 18Q: 3 clusters Score -2.100154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21001558.000000 Penalty: 5975.251465
	Iteration 19Q: 3 clusters Score -2.100156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21001568.000000 Penalty: 5975.251465
	Iteration 20F: 3 clusters Score -2.100157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21001560.000000 Penalty: 5975.251465
	Iteration 21Q: 3 clusters Score -2.100156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21001562.000000 Penalty: 5975.251465
	Iteration 22Q: 3 clusters Score -2.100156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21001566.000000 Penalty: 5975.251465
	Iteration 23Q: 3 clusters Score -2.100157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21001566.000000 Penalty: 5975.251465
	Iteration 24Q: 3 clusters Score -2.100157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21001568.000000 Penalty: 5975.251465
	Iteration 25Q: 3 clusters Score -2.100157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21001566.000000 Penalty: 5975.251465
	Iteration 26Q: 3 clusters Score -2.100157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21001570.000000 Penalty: 5975.251465
	Iteration 27Q: 3 clusters Score -2.100157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21001570.000000 Penalty: 5975.251465
	Iteration 28F: 3 clusters Score -2.100157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -700234.875000 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -700234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -695183.812500 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -695183.8 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -696409.000000 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -696409 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -696666.437500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -696666.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -696851.000000 Penalty: 4300.277344
	Iteration 3F: 3 clusters Score -696851 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -697000.625000 Penalty: 4300.277344
	Iteration 4Q: 3 clusters Score -697000.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -697129.687500 Penalty: 4300.277344
	Iteration 5Q: 3 clusters Score -697129.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -697250.312500 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -697250.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -697339.437500 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -697339.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -697419.875000 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -697419.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -697500.500000 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -697500.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -697571.062500 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -697571.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -697622.750000 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -697622.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -697673.375000 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -697673.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -697737.625000 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -697737.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -697839.687500 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -697839.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -698005.937500 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -698005.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -698254.312500 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -698254.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -698525.437500 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -698525.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -698778.812500 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -698778.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -699019.562500 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -699019.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -699189.812500 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -699189.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -699298.750000 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -699298.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -699370.312500 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -699370.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -699410.687500 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -699410.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -699439.250000 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -699439.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -699454.562500 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -699454.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -699465.187500 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -699465.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -699470.812500 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -699470.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -699475.187500 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -699475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -699478.187500 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -699478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -699483.125000 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -699483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -699486.812500 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -699486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -699486.937500 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -699486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -699489.687500 Penalty: 4300.277344
	Iteration 33Q: 3 clusters Score -699489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -699490.312500 Penalty: 4300.277344
	Iteration 34Q: 3 clusters Score -699490.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -699491.062500 Penalty: 4300.277344
	Iteration 35Q: 3 clusters Score -699491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -699493.625000 Penalty: 4300.277344
	Iteration 36Q: 3 clusters Score -699493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -699495.375000 Penalty: 4300.277344
	Iteration 37Q: 3 clusters Score -699495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -699494.687500 Penalty: 4300.277344
	Iteration 38Q: 3 clusters Score -699494.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -699494.687500 Penalty: 4300.277344
	Iteration 39F: 3 clusters Score -699494.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Entering Unmasked Estep 
Score: -6794251.500000 Penalty: 2707.981445
	Iteration 0F: 2 clusters Score -6794252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -6757077.500000 Penalty: 5415.962891
	Iteration 0F: 3 clusters Score -6757078 nChanged 25760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -6771269.500000 Penalty: 5415.962891
	Iteration 1F: 3 clusters Score -6771270 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -6771934.000000 Penalty: 5415.962891
	Iteration 2Q: 3 clusters Score -6771934 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -6772699.500000 Penalty: 5415.962891
	Iteration 3Q: 3 clusters Score -6772700 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -6773633.500000 Penalty: 5415.962891
	Iteration 4Q: 3 clusters Score -6773634 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -6774873.000000 Penalty: 5415.962891
	Iteration 5Q: 3 clusters Score -6774873 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -6776797.500000 Penalty: 5415.962891
	Iteration 6F: 3 clusters Score -6776798 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -6779673.000000 Penalty: 5415.962891
	Iteration 7F: 3 clusters Score -6779673 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -6783408.500000 Penalty: 5415.962891
	Iteration 8F: 3 clusters Score -6783408 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -6787009.500000 Penalty: 5415.962891
	Iteration 9F: 3 clusters Score -6787010 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -6789532.000000 Penalty: 5415.962891
	Iteration 10F: 3 clusters Score -6789532 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -6790797.000000 Penalty: 5415.962891
	Iteration 11Q: 3 clusters Score -6790797 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -6791377.500000 Penalty: 5415.962891
	Iteration 12Q: 3 clusters Score -6791378 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -6791607.000000 Penalty: 5415.962891
	Iteration 13Q: 3 clusters Score -6791607 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -6791726.500000 Penalty: 5415.962891
	Iteration 14Q: 3 clusters Score -6791726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -6791808.000000 Penalty: 5415.962891
	Iteration 15Q: 3 clusters Score -6791808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -6791844.500000 Penalty: 5415.962891
	Iteration 16Q: 3 clusters Score -6791844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -6791867.000000 Penalty: 5415.962891
	Iteration 17Q: 3 clusters Score -6791867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -6791900.000000 Penalty: 5415.962891
	Iteration 18Q: 3 clusters Score -6791900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -6791923.000000 Penalty: 5415.962891
	Iteration 19Q: 3 clusters Score -6791923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -6791922.500000 Penalty: 5415.962891
	Iteration 20F: 3 clusters Score -6791922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -6791926.000000 Penalty: 5415.962891
	Iteration 21Q: 3 clusters Score -6791926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -6791930.500000 Penalty: 5415.962891
	Iteration 22Q: 3 clusters Score -6791930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -6791934.500000 Penalty: 5415.962891
	Iteration 23Q: 3 clusters Score -6791934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -6791935.000000 Penalty: 5415.962891
	Iteration 24Q: 3 clusters Score -6791935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -6791946.000000 Penalty: 5415.962891
	Iteration 25Q: 3 clusters Score -6791946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -6791953.000000 Penalty: 5415.962891
	Iteration 26Q: 3 clusters Score -6791953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6791952.000000 Penalty: 5415.962891
	Iteration 27Q: 3 clusters Score -6791952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -6791953.000000 Penalty: 5415.962891
	Iteration 28Q: 3 clusters Score -6791953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6791953.000000 Penalty: 5415.962891
	Iteration 29Q: 3 clusters Score -6791953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -6791954.000000 Penalty: 5415.962891
	Iteration 30Q: 3 clusters Score -6791954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -6791954.000000 Penalty: 5415.962891
	Iteration 31Q: 3 clusters Score -6791954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -6791954.000000 Penalty: 5415.962891
	Iteration 32F: 3 clusters Score -6791954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Entering Unmasked Estep 
Score: -1280306.000000 Penalty: 2304.396240
	Iteration 0F: 2 clusters Score -1280306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1272074.125000 Penalty: 4608.792480
	Iteration 0F: 3 clusters Score -1272074 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1274510.000000 Penalty: 4608.792480
	Iteration 1F: 3 clusters Score -1274510 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1274822.875000 Penalty: 4608.792480
	Iteration 2F: 3 clusters Score -1274823 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1275047.875000 Penalty: 4608.792480
	Iteration 3F: 3 clusters Score -1275048 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1275199.250000 Penalty: 4608.792480
	Iteration 4Q: 3 clusters Score -1275199 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1275340.500000 Penalty: 4608.792480
	Iteration 5Q: 3 clusters Score -1275340 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1275456.625000 Penalty: 4608.792480
	Iteration 6Q: 3 clusters Score -1275457 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1275571.250000 Penalty: 4608.792480
	Iteration 7Q: 3 clusters Score -1275571 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1275663.750000 Penalty: 4608.792480
	Iteration 8Q: 3 clusters Score -1275664 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1275747.250000 Penalty: 4608.792480
	Iteration 9Q: 3 clusters Score -1275747 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1275846.375000 Penalty: 4608.792480
	Iteration 10Q: 3 clusters Score -1275846 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1275945.375000 Penalty: 4608.792480
	Iteration 11Q: 3 clusters Score -1275945 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1276089.125000 Penalty: 4608.792480
	Iteration 12Q: 3 clusters Score -1276089 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1276239.625000 Penalty: 4608.792480
	Iteration 13Q: 3 clusters Score -1276240 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1276398.750000 Penalty: 4608.792480
	Iteration 14Q: 3 clusters Score -1276399 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1276559.000000 Penalty: 4608.792480
	Iteration 15Q: 3 clusters Score -1276559 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1276703.500000 Penalty: 4608.792480
	Iteration 16Q: 3 clusters Score -1276704 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1276825.875000 Penalty: 4608.792480
	Iteration 17Q: 3 clusters Score -1276826 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1276927.875000 Penalty: 4608.792480
	Iteration 18Q: 3 clusters Score -1276928 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1277029.375000 Penalty: 4608.792480
	Iteration 19Q: 3 clusters Score -1277029 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1277126.750000 Penalty: 4608.792480
	Iteration 20F: 3 clusters Score -1277127 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1277197.750000 Penalty: 4608.792480
	Iteration 21Q: 3 clusters Score -1277198 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1277281.500000 Penalty: 4608.792480
	Iteration 22Q: 3 clusters Score -1277282 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1277353.375000 Penalty: 4608.792480
	Iteration 23Q: 3 clusters Score -1277353 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1277414.625000 Penalty: 4608.792480
	Iteration 24Q: 3 clusters Score -1277415 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1277482.500000 Penalty: 4608.792480
	Iteration 25Q: 3 clusters Score -1277482 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1277546.750000 Penalty: 4608.792480
	Iteration 26Q: 3 clusters Score -1277547 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1277607.625000 Penalty: 4608.792480
	Iteration 27Q: 3 clusters Score -1277608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1277673.375000 Penalty: 4608.792480
	Iteration 28Q: 3 clusters Score -1277673 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1277739.250000 Penalty: 4608.792480
	Iteration 29Q: 3 clusters Score -1277739 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1277813.500000 Penalty: 4608.792480
	Iteration 30Q: 3 clusters Score -1277814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1277893.625000 Penalty: 4608.792480
	Iteration 31Q: 3 clusters Score -1277894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1277966.500000 Penalty: 4608.792480
	Iteration 32Q: 3 clusters Score -1277966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1278041.250000 Penalty: 4608.792480
	Iteration 33Q: 3 clusters Score -1278041 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1278101.250000 Penalty: 4608.792480
	Iteration 34Q: 3 clusters Score -1278101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1278141.500000 Penalty: 4608.792480
	Iteration 35Q: 3 clusters Score -1278142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1278188.375000 Penalty: 4608.792480
	Iteration 36Q: 3 clusters Score -1278188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1278227.125000 Penalty: 4608.792480
	Iteration 37Q: 3 clusters Score -1278227 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1278252.500000 Penalty: 4608.792480
	Iteration 38Q: 3 clusters Score -1278252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1278288.250000 Penalty: 4608.792480
	Iteration 39Q: 3 clusters Score -1278288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1278332.625000 Penalty: 4608.792480
	Iteration 40F: 3 clusters Score -1278333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1278393.875000 Penalty: 4608.792480
	Iteration 41Q: 3 clusters Score -1278394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1278455.000000 Penalty: 4608.792480
	Iteration 42Q: 3 clusters Score -1278455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1278528.875000 Penalty: 4608.792480
	Iteration 43Q: 3 clusters Score -1278529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1278607.375000 Penalty: 4608.792480
	Iteration 44Q: 3 clusters Score -1278607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1278664.375000 Penalty: 4608.792480
	Iteration 45Q: 3 clusters Score -1278664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1278697.000000 Penalty: 4608.792480
	Iteration 46Q: 3 clusters Score -1278697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1278723.250000 Penalty: 4608.792480
	Iteration 47Q: 3 clusters Score -1278723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1278742.125000 Penalty: 4608.792480
	Iteration 48Q: 3 clusters Score -1278742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1278753.250000 Penalty: 4608.792480
	Iteration 49Q: 3 clusters Score -1278753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1278761.875000 Penalty: 4608.792480
	Iteration 50Q: 3 clusters Score -1278762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1278769.125000 Penalty: 4608.792480
	Iteration 51Q: 3 clusters Score -1278769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1278773.375000 Penalty: 4608.792480
	Iteration 52Q: 3 clusters Score -1278773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1278778.875000 Penalty: 4608.792480
	Iteration 53Q: 3 clusters Score -1278779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1278780.500000 Penalty: 4608.792480
	Iteration 54Q: 3 clusters Score -1278780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1278782.750000 Penalty: 4608.792480
	Iteration 55Q: 3 clusters Score -1278783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1278783.250000 Penalty: 4608.792480
	Iteration 56Q: 3 clusters Score -1278783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1278786.625000 Penalty: 4608.792480
	Iteration 57Q: 3 clusters Score -1278787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1278788.250000 Penalty: 4608.792480
	Iteration 58Q: 3 clusters Score -1278788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1278789.625000 Penalty: 4608.792480
	Iteration 59Q: 3 clusters Score -1278790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1278791.625000 Penalty: 4608.792480
	Iteration 60F: 3 clusters Score -1278792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1278791.250000 Penalty: 4608.792480
	Iteration 61Q: 3 clusters Score -1278791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1278789.875000 Penalty: 4608.792480
	Iteration 62Q: 3 clusters Score -1278790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1278790.250000 Penalty: 4608.792480
	Iteration 63Q: 3 clusters Score -1278790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1278790.750000 Penalty: 4608.792480
	Iteration 64Q: 3 clusters Score -1278791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1278790.500000 Penalty: 4608.792480
	Iteration 65Q: 3 clusters Score -1278790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1278791.625000 Penalty: 4608.792480
	Iteration 66Q: 3 clusters Score -1278792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1278791.625000 Penalty: 4608.792480
	Iteration 67F: 3 clusters Score -1278792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -570985.312500 Penalty: 2110.271973
	Iteration 0F: 2 clusters Score -570985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -566487.250000 Penalty: 4220.543945
	Iteration 0F: 3 clusters Score -566487.2 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -567647.937500 Penalty: 4220.543945
	Iteration 1F: 3 clusters Score -567647.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -567980.687500 Penalty: 4220.543945
	Iteration 2F: 3 clusters Score -567980.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -568227.125000 Penalty: 4220.543945
	Iteration 3F: 3 clusters Score -568227.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -568475.500000 Penalty: 4220.543945
	Iteration 4F: 3 clusters Score -568475.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -568712.437500 Penalty: 4220.543945
	Iteration 5F: 3 clusters Score -568712.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -568932.437500 Penalty: 4220.543945
	Iteration 6Q: 3 clusters Score -568932.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -569108.250000 Penalty: 4220.543945
	Iteration 7Q: 3 clusters Score -569108.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -569230.812500 Penalty: 4220.543945
	Iteration 8Q: 3 clusters Score -569230.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -569314.750000 Penalty: 4220.543945
	Iteration 9Q: 3 clusters Score -569314.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -569383.687500 Penalty: 4220.543945
	Iteration 10Q: 3 clusters Score -569383.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -569438.500000 Penalty: 4220.543945
	Iteration 11Q: 3 clusters Score -569438.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -569482.187500 Penalty: 4220.543945
	Iteration 12Q: 3 clusters Score -569482.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -569515.437500 Penalty: 4220.543945
	Iteration 13Q: 3 clusters Score -569515.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -569536.812500 Penalty: 4220.543945
	Iteration 14Q: 3 clusters Score -569536.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -569548.250000 Penalty: 4220.543945
	Iteration 15Q: 3 clusters Score -569548.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -569559.000000 Penalty: 4220.543945
	Iteration 16Q: 3 clusters Score -569559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -569566.875000 Penalty: 4220.543945
	Iteration 17Q: 3 clusters Score -569566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -569573.250000 Penalty: 4220.543945
	Iteration 18Q: 3 clusters Score -569573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -569576.625000 Penalty: 4220.543945
	Iteration 19Q: 3 clusters Score -569576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -569579.250000 Penalty: 4220.543945
	Iteration 20F: 3 clusters Score -569579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -569581.437500 Penalty: 4220.543945
	Iteration 21Q: 3 clusters Score -569581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -569584.125000 Penalty: 4220.543945
	Iteration 22Q: 3 clusters Score -569584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -569589.000000 Penalty: 4220.543945
	Iteration 23Q: 3 clusters Score -569589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -569596.250000 Penalty: 4220.543945
	Iteration 24Q: 3 clusters Score -569596.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -569601.687500 Penalty: 4220.543945
	Iteration 25Q: 3 clusters Score -569601.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -569606.875000 Penalty: 4220.543945
	Iteration 26Q: 3 clusters Score -569606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -569609.687500 Penalty: 4220.543945
	Iteration 27Q: 3 clusters Score -569609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -569616.375000 Penalty: 4220.543945
	Iteration 28Q: 3 clusters Score -569616.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -569627.437500 Penalty: 4220.543945
	Iteration 29Q: 3 clusters Score -569627.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -569642.625000 Penalty: 4220.543945
	Iteration 30Q: 3 clusters Score -569642.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -569666.250000 Penalty: 4220.543945
	Iteration 31Q: 3 clusters Score -569666.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -569703.312500 Penalty: 4220.543945
	Iteration 32Q: 3 clusters Score -569703.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -569739.437500 Penalty: 4220.543945
	Iteration 33Q: 3 clusters Score -569739.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -569769.812500 Penalty: 4220.543945
	Iteration 34Q: 3 clusters Score -569769.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -569801.937500 Penalty: 4220.543945
	Iteration 35Q: 3 clusters Score -569801.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -569826.875000 Penalty: 4220.543945
	Iteration 36Q: 3 clusters Score -569826.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -569847.562500 Penalty: 4220.543945
	Iteration 37Q: 3 clusters Score -569847.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -569870.125000 Penalty: 4220.543945
	Iteration 38Q: 3 clusters Score -569870.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -569888.375000 Penalty: 4220.543945
	Iteration 39Q: 3 clusters Score -569888.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -569901.125000 Penalty: 4220.543945
	Iteration 40F: 3 clusters Score -569901.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -569909.312500 Penalty: 4220.543945
	Iteration 41Q: 3 clusters Score -569909.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -569918.000000 Penalty: 4220.543945
	Iteration 42Q: 3 clusters Score -569918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -569926.125000 Penalty: 4220.543945
	Iteration 43Q: 3 clusters Score -569926.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -569932.812500 Penalty: 4220.543945
	Iteration 44Q: 3 clusters Score -569932.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -569936.875000 Penalty: 4220.543945
	Iteration 45Q: 3 clusters Score -569936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -569939.562500 Penalty: 4220.543945
	Iteration 46Q: 3 clusters Score -569939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -569940.187500 Penalty: 4220.543945
	Iteration 47Q: 3 clusters Score -569940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -569940.500000 Penalty: 4220.543945
	Iteration 48Q: 3 clusters Score -569940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -569940.750000 Penalty: 4220.543945
	Iteration 49Q: 3 clusters Score -569940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -569940.750000 Penalty: 4220.543945
	Iteration 50F: 3 clusters Score -569940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Entering Unmasked Estep 
Score: -21824138.000000 Penalty: 2995.330078
	Iteration 0F: 2 clusters Score -2.182414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -21708924.000000 Penalty: 5990.660156
	Iteration 0F: 3 clusters Score -2.170892e+07 nChanged 84557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -21758258.000000 Penalty: 5990.660156
	Iteration 1F: 3 clusters Score -2.175826e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -21759412.000000 Penalty: 5990.660156
	Iteration 2Q: 3 clusters Score -2.175941e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -21761508.000000 Penalty: 5990.660156
	Iteration 3Q: 3 clusters Score -2.176151e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -21764756.000000 Penalty: 5990.660156
	Iteration 4Q: 3 clusters Score -2.176476e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -21769672.000000 Penalty: 5990.660156
	Iteration 5F: 3 clusters Score -2.176967e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -21776204.000000 Penalty: 5990.660156
	Iteration 6F: 3 clusters Score -2.17762e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125194 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -21784586.000000 Penalty: 5990.660156
	Iteration 7F: 3 clusters Score -2.178459e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -21793026.000000 Penalty: 5990.660156
	Iteration 8F: 3 clusters Score -2.179303e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -21801068.000000 Penalty: 5990.660156
	Iteration 9F: 3 clusters Score -2.180107e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -21808424.000000 Penalty: 5990.660156
	Iteration 10F: 3 clusters Score -2.180842e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162460 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -21813782.000000 Penalty: 5990.660156
	Iteration 11Q: 3 clusters Score -2.181378e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -21817582.000000 Penalty: 5990.660156
	Iteration 12Q: 3 clusters Score -2.181758e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -21819548.000000 Penalty: 5990.660156
	Iteration 13Q: 3 clusters Score -2.181955e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -21820614.000000 Penalty: 5990.660156
	Iteration 14Q: 3 clusters Score -2.182061e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174387 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -21821024.000000 Penalty: 5990.660156
	Iteration 15Q: 3 clusters Score -2.182102e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174866 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -21821292.000000 Penalty: 5990.660156
	Iteration 16Q: 3 clusters Score -2.182129e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175101 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21821320.000000 Penalty: 5990.660156
	Iteration 17Q: 3 clusters Score -2.182132e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175216 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21821402.000000 Penalty: 5990.660156
	Iteration 18Q: 3 clusters Score -2.18214e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21821470.000000 Penalty: 5990.660156
	Iteration 19Q: 3 clusters Score -2.182147e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21821500.000000 Penalty: 5990.660156
	Iteration 20F: 3 clusters Score -2.18215e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21821522.000000 Penalty: 5990.660156
	Iteration 21Q: 3 clusters Score -2.182152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175419 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21821538.000000 Penalty: 5990.660156
	Iteration 22Q: 3 clusters Score -2.182154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -21821564.000000 Penalty: 5990.660156
	Iteration 23Q: 3 clusters Score -2.182156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21821592.000000 Penalty: 5990.660156
	Iteration 24Q: 3 clusters Score -2.182159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -21821626.000000 Penalty: 5990.660156
	Iteration 25Q: 3 clusters Score -2.182163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175467 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21821624.000000 Penalty: 5990.660156
	Iteration 26Q: 3 clusters Score -2.182162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21821652.000000 Penalty: 5990.660156
	Iteration 27Q: 3 clusters Score -2.182165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21821644.000000 Penalty: 5990.660156
	Iteration 28Q: 3 clusters Score -2.182164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21821642.000000 Penalty: 5990.660156
	Iteration 29Q: 3 clusters Score -2.182164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -21821662.000000 Penalty: 5990.660156
	Iteration 30Q: 3 clusters Score -2.182166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21821674.000000 Penalty: 5990.660156
	Iteration 31Q: 3 clusters Score -2.182167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21821692.000000 Penalty: 5990.660156
	Iteration 32Q: 3 clusters Score -2.182169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175507 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21821700.000000 Penalty: 5990.660156
	Iteration 33Q: 3 clusters Score -2.18217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21821706.000000 Penalty: 5990.660156
	Iteration 34Q: 3 clusters Score -2.182171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21821698.000000 Penalty: 5990.660156
	Iteration 35Q: 3 clusters Score -2.18217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21821702.000000 Penalty: 5990.660156
	Iteration 36Q: 3 clusters Score -2.18217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21821702.000000 Penalty: 5990.660156
	Iteration 37F: 3 clusters Score -2.18217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Entering Unmasked Estep 
Score: -1911803.625000 Penalty: 2393.027588
	Iteration 0F: 2 clusters Score -1911804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1900564.625000 Penalty: 4786.055176
	Iteration 0F: 3 clusters Score -1900565 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1904137.125000 Penalty: 4786.055176
	Iteration 1F: 3 clusters Score -1904137 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1904580.625000 Penalty: 4786.055176
	Iteration 2F: 3 clusters Score -1904581 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1904968.000000 Penalty: 4786.055176
	Iteration 3F: 3 clusters Score -1904968 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1905332.875000 Penalty: 4786.055176
	Iteration 4F: 3 clusters Score -1905333 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1905694.125000 Penalty: 4786.055176
	Iteration 5Q: 3 clusters Score -1905694 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1906145.375000 Penalty: 4786.055176
	Iteration 6F: 3 clusters Score -1906145 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1906665.500000 Penalty: 4786.055176
	Iteration 7F: 3 clusters Score -1906666 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1907207.750000 Penalty: 4786.055176
	Iteration 8F: 3 clusters Score -1907208 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1907694.375000 Penalty: 4786.055176
	Iteration 9Q: 3 clusters Score -1907694 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1908100.750000 Penalty: 4786.055176
	Iteration 10Q: 3 clusters Score -1908101 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1908432.000000 Penalty: 4786.055176
	Iteration 11Q: 3 clusters Score -1908432 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1908738.125000 Penalty: 4786.055176
	Iteration 12Q: 3 clusters Score -1908738 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1909001.375000 Penalty: 4786.055176
	Iteration 13Q: 3 clusters Score -1909001 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1909189.625000 Penalty: 4786.055176
	Iteration 14Q: 3 clusters Score -1909190 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1909308.125000 Penalty: 4786.055176
	Iteration 15Q: 3 clusters Score -1909308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1909391.500000 Penalty: 4786.055176
	Iteration 16Q: 3 clusters Score -1909392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1909463.625000 Penalty: 4786.055176
	Iteration 17Q: 3 clusters Score -1909464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1909525.750000 Penalty: 4786.055176
	Iteration 18Q: 3 clusters Score -1909526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1909565.375000 Penalty: 4786.055176
	Iteration 19Q: 3 clusters Score -1909565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1909589.750000 Penalty: 4786.055176
	Iteration 20F: 3 clusters Score -1909590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1909617.000000 Penalty: 4786.055176
	Iteration 21Q: 3 clusters Score -1909617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1909640.875000 Penalty: 4786.055176
	Iteration 22Q: 3 clusters Score -1909641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1909672.250000 Penalty: 4786.055176
	Iteration 23Q: 3 clusters Score -1909672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1909712.750000 Penalty: 4786.055176
	Iteration 24Q: 3 clusters Score -1909713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1909740.500000 Penalty: 4786.055176
	Iteration 25Q: 3 clusters Score -1909740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1909766.750000 Penalty: 4786.055176
	Iteration 26Q: 3 clusters Score -1909767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1909787.625000 Penalty: 4786.055176
	Iteration 27Q: 3 clusters Score -1909788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1909808.375000 Penalty: 4786.055176
	Iteration 28Q: 3 clusters Score -1909808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1909821.750000 Penalty: 4786.055176
	Iteration 29Q: 3 clusters Score -1909822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1909831.125000 Penalty: 4786.055176
	Iteration 30Q: 3 clusters Score -1909831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1909838.875000 Penalty: 4786.055176
	Iteration 31Q: 3 clusters Score -1909839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1909847.875000 Penalty: 4786.055176
	Iteration 32Q: 3 clusters Score -1909848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1909854.500000 Penalty: 4786.055176
	Iteration 33Q: 3 clusters Score -1909854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1909862.375000 Penalty: 4786.055176
	Iteration 34Q: 3 clusters Score -1909862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1909872.750000 Penalty: 4786.055176
	Iteration 35Q: 3 clusters Score -1909873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1909884.500000 Penalty: 4786.055176
	Iteration 36Q: 3 clusters Score -1909884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1909883.250000 Penalty: 4786.055176
	Iteration 37Q: 3 clusters Score -1909883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1909889.500000 Penalty: 4786.055176
	Iteration 38Q: 3 clusters Score -1909890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1909897.875000 Penalty: 4786.055176
	Iteration 39Q: 3 clusters Score -1909898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1909900.375000 Penalty: 4786.055176
	Iteration 40F: 3 clusters Score -1909900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1909905.000000 Penalty: 4786.055176
	Iteration 41Q: 3 clusters Score -1909905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1909903.250000 Penalty: 4786.055176
	Iteration 42Q: 3 clusters Score -1909903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1909905.125000 Penalty: 4786.055176
	Iteration 43Q: 3 clusters Score -1909905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1909905.125000 Penalty: 4786.055176
	Iteration 44F: 3 clusters Score -1909905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -136704.921875 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -136704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134555.578125 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -134555.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -134912.734375 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -134912.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135063.859375 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -135063.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135161.734375 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -135161.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135259.875000 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -135259.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135362.218750 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -135362.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135460.343750 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -135460.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135589.796875 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -135589.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135717.406250 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -135717.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135913.796875 Penalty: 3540.484131
	Iteration 9F: 3 clusters Score -135913.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136273.109375 Penalty: 3540.484131
	Iteration 10F: 3 clusters Score -136273.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136672.593750 Penalty: 3540.484131
	Iteration 11F: 3 clusters Score -136672.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136968.578125 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -136968.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137012.859375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -137012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137026.921875 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -137026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137029.625000 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -137029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137029.625000 Penalty: 3540.484131
	Iteration 16F: 3 clusters Score -137029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 180595 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 167448 members 
Mstep: Class 9 contains 16420 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 170566 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 55231 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 175948 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 44715 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 10089 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 19786 members 
Mstep: Class 30 contains 712 members 
Entering Unmasked Estep 
Score: -124248728.000000 Penalty: 103047.937500
Splitting cluster 21 changes total score from -124250048.000000 to -124248728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (44715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Entering Unmasked Estep 
Score: -5284781.000000 Penalty: 2655.599854
	Iteration 0F: 2 clusters Score -5284781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -5254567.000000 Penalty: 5311.199707
	Iteration 0F: 3 clusters Score -5254567 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5266115.000000 Penalty: 5311.199707
	Iteration 1F: 3 clusters Score -5266115 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -5267242.500000 Penalty: 5311.199707
	Iteration 2F: 3 clusters Score -5267242 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5268959.500000 Penalty: 5311.199707
	Iteration 3F: 3 clusters Score -5268960 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -5271610.000000 Penalty: 5311.199707
	Iteration 4F: 3 clusters Score -5271610 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -5275024.000000 Penalty: 5311.199707
	Iteration 5F: 3 clusters Score -5275024 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5278412.000000 Penalty: 5311.199707
	Iteration 6F: 3 clusters Score -5278412 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -5280831.500000 Penalty: 5311.199707
	Iteration 7F: 3 clusters Score -5280832 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5282555.000000 Penalty: 5311.199707
	Iteration 8Q: 3 clusters Score -5282555 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -5283486.000000 Penalty: 5311.199707
	Iteration 9Q: 3 clusters Score -5283486 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5283861.500000 Penalty: 5311.199707
	Iteration 10Q: 3 clusters Score -5283862 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5283999.000000 Penalty: 5311.199707
	Iteration 11Q: 3 clusters Score -5283999 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -5284065.500000 Penalty: 5311.199707
	Iteration 12Q: 3 clusters Score -5284066 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5284085.000000 Penalty: 5311.199707
	Iteration 13Q: 3 clusters Score -5284085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5284104.000000 Penalty: 5311.199707
	Iteration 14Q: 3 clusters Score -5284104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5284112.000000 Penalty: 5311.199707
	Iteration 15Q: 3 clusters Score -5284112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5284129.500000 Penalty: 5311.199707
	Iteration 16Q: 3 clusters Score -5284130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5284140.000000 Penalty: 5311.199707
	Iteration 17Q: 3 clusters Score -5284140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5284140.500000 Penalty: 5311.199707
	Iteration 18Q: 3 clusters Score -5284140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5284146.000000 Penalty: 5311.199707
	Iteration 19Q: 3 clusters Score -5284146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5284145.000000 Penalty: 5311.199707
	Iteration 20F: 3 clusters Score -5284145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5284134.500000 Penalty: 5311.199707
	Iteration 21Q: 3 clusters Score -5284134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5284132.500000 Penalty: 5311.199707
	Iteration 22Q: 3 clusters Score -5284132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5284135.000000 Penalty: 5311.199707
	Iteration 23Q: 3 clusters Score -5284135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5284139.000000 Penalty: 5311.199707
	Iteration 24Q: 3 clusters Score -5284139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5284139.000000 Penalty: 5311.199707
	Iteration 25Q: 3 clusters Score -5284139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5284136.500000 Penalty: 5311.199707
	Iteration 26Q: 3 clusters Score -5284136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -5284136.500000 Penalty: 5311.199707
	Iteration 27Q: 3 clusters Score -5284136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5284143.500000 Penalty: 5311.199707
	Iteration 28Q: 3 clusters Score -5284144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5284143.500000 Penalty: 5311.199707
	Iteration 29F: 3 clusters Score -5284144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -821449.312500 Penalty: 2187.093506
	Iteration 0F: 2 clusters Score -821449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -815852.875000 Penalty: 4374.187012
	Iteration 0F: 3 clusters Score -815852.9 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -817255.875000 Penalty: 4374.187012
	Iteration 1F: 3 clusters Score -817255.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -817521.625000 Penalty: 4374.187012
	Iteration 2F: 3 clusters Score -817521.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -817695.937500 Penalty: 4374.187012
	Iteration 3F: 3 clusters Score -817695.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -817851.937500 Penalty: 4374.187012
	Iteration 4Q: 3 clusters Score -817851.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -817963.562500 Penalty: 4374.187012
	Iteration 5Q: 3 clusters Score -817963.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -818056.187500 Penalty: 4374.187012
	Iteration 6Q: 3 clusters Score -818056.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -818129.187500 Penalty: 4374.187012
	Iteration 7Q: 3 clusters Score -818129.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -818202.125000 Penalty: 4374.187012
	Iteration 8Q: 3 clusters Score -818202.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -818284.937500 Penalty: 4374.187012
	Iteration 9Q: 3 clusters Score -818284.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -818390.125000 Penalty: 4374.187012
	Iteration 10Q: 3 clusters Score -818390.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -818510.187500 Penalty: 4374.187012
	Iteration 11Q: 3 clusters Score -818510.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -818622.125000 Penalty: 4374.187012
	Iteration 12Q: 3 clusters Score -818622.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -818737.937500 Penalty: 4374.187012
	Iteration 13Q: 3 clusters Score -818737.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -818860.250000 Penalty: 4374.187012
	Iteration 14Q: 3 clusters Score -818860.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -818978.750000 Penalty: 4374.187012
	Iteration 15Q: 3 clusters Score -818978.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -819097.000000 Penalty: 4374.187012
	Iteration 16Q: 3 clusters Score -819097 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -819201.125000 Penalty: 4374.187012
	Iteration 17Q: 3 clusters Score -819201.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -819281.812500 Penalty: 4374.187012
	Iteration 18Q: 3 clusters Score -819281.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -819347.562500 Penalty: 4374.187012
	Iteration 19Q: 3 clusters Score -819347.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -819403.062500 Penalty: 4374.187012
	Iteration 20F: 3 clusters Score -819403.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -819446.875000 Penalty: 4374.187012
	Iteration 21Q: 3 clusters Score -819446.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -819480.625000 Penalty: 4374.187012
	Iteration 22Q: 3 clusters Score -819480.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -819515.562500 Penalty: 4374.187012
	Iteration 23Q: 3 clusters Score -819515.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -819554.687500 Penalty: 4374.187012
	Iteration 24Q: 3 clusters Score -819554.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -819587.875000 Penalty: 4374.187012
	Iteration 25Q: 3 clusters Score -819587.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -819615.562500 Penalty: 4374.187012
	Iteration 26Q: 3 clusters Score -819615.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -819629.750000 Penalty: 4374.187012
	Iteration 27Q: 3 clusters Score -819629.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -819639.625000 Penalty: 4374.187012
	Iteration 28Q: 3 clusters Score -819639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -819650.125000 Penalty: 4374.187012
	Iteration 29Q: 3 clusters Score -819650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -819655.375000 Penalty: 4374.187012
	Iteration 30Q: 3 clusters Score -819655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -819660.500000 Penalty: 4374.187012
	Iteration 31Q: 3 clusters Score -819660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -819662.812500 Penalty: 4374.187012
	Iteration 32Q: 3 clusters Score -819662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -819664.000000 Penalty: 4374.187012
	Iteration 33Q: 3 clusters Score -819664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -819665.000000 Penalty: 4374.187012
	Iteration 34Q: 3 clusters Score -819665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -819669.750000 Penalty: 4374.187012
	Iteration 35Q: 3 clusters Score -819669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -819671.000000 Penalty: 4374.187012
	Iteration 36Q: 3 clusters Score -819671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -819671.000000 Penalty: 4374.187012
	Iteration 37F: 3 clusters Score -819671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -405181.218750 Penalty: 2029.413208
	Iteration 0F: 2 clusters Score -405181.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -401496.375000 Penalty: 4058.826416
	Iteration 0F: 3 clusters Score -401496.4 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -402382.500000 Penalty: 4058.826416
	Iteration 1F: 3 clusters Score -402382.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -402686.218750 Penalty: 4058.826416
	Iteration 2F: 3 clusters Score -402686.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -402916.281250 Penalty: 4058.826416
	Iteration 3F: 3 clusters Score -402916.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -403116.187500 Penalty: 4058.826416
	Iteration 4F: 3 clusters Score -403116.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -403316.843750 Penalty: 4058.826416
	Iteration 5Q: 3 clusters Score -403316.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -403510.906250 Penalty: 4058.826416
	Iteration 6Q: 3 clusters Score -403510.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -403645.718750 Penalty: 4058.826416
	Iteration 7Q: 3 clusters Score -403645.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -403746.281250 Penalty: 4058.826416
	Iteration 8Q: 3 clusters Score -403746.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -403830.468750 Penalty: 4058.826416
	Iteration 9Q: 3 clusters Score -403830.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -403870.593750 Penalty: 4058.826416
	Iteration 10Q: 3 clusters Score -403870.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -403914.312500 Penalty: 4058.826416
	Iteration 11Q: 3 clusters Score -403914.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -403938.500000 Penalty: 4058.826416
	Iteration 12Q: 3 clusters Score -403938.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -403954.156250 Penalty: 4058.826416
	Iteration 13Q: 3 clusters Score -403954.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -403974.718750 Penalty: 4058.826416
	Iteration 14Q: 3 clusters Score -403974.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -403992.000000 Penalty: 4058.826416
	Iteration 15Q: 3 clusters Score -403992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -404006.343750 Penalty: 4058.826416
	Iteration 16Q: 3 clusters Score -404006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -404018.625000 Penalty: 4058.826416
	Iteration 17Q: 3 clusters Score -404018.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -404025.062500 Penalty: 4058.826416
	Iteration 18Q: 3 clusters Score -404025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -404028.312500 Penalty: 4058.826416
	Iteration 19Q: 3 clusters Score -404028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -404031.781250 Penalty: 4058.826416
	Iteration 20F: 3 clusters Score -404031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -404033.687500 Penalty: 4058.826416
	Iteration 21Q: 3 clusters Score -404033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -404038.906250 Penalty: 4058.826416
	Iteration 22Q: 3 clusters Score -404038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -404042.343750 Penalty: 4058.826416
	Iteration 23Q: 3 clusters Score -404042.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -404052.437500 Penalty: 4058.826416
	Iteration 24Q: 3 clusters Score -404052.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -404062.500000 Penalty: 4058.826416
	Iteration 25Q: 3 clusters Score -404062.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -404075.500000 Penalty: 4058.826416
	Iteration 26Q: 3 clusters Score -404075.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -404082.281250 Penalty: 4058.826416
	Iteration 27Q: 3 clusters Score -404082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -404087.093750 Penalty: 4058.826416
	Iteration 28Q: 3 clusters Score -404087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -404091.031250 Penalty: 4058.826416
	Iteration 29Q: 3 clusters Score -404091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -404093.750000 Penalty: 4058.826416
	Iteration 30Q: 3 clusters Score -404093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -404095.062500 Penalty: 4058.826416
	Iteration 31Q: 3 clusters Score -404095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -404095.312500 Penalty: 4058.826416
	Iteration 32Q: 3 clusters Score -404095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -404096.187500 Penalty: 4058.826416
	Iteration 33Q: 3 clusters Score -404096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -404096.562500 Penalty: 4058.826416
	Iteration 34Q: 3 clusters Score -404096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -404097.343750 Penalty: 4058.826416
	Iteration 35Q: 3 clusters Score -404097.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -404097.343750 Penalty: 4058.826416
	Iteration 36F: 3 clusters Score -404097.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -635347.937500 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -635347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -630698.562500 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -630698.6 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -631831.812500 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -631831.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -632047.875000 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -632047.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -632192.000000 Penalty: 4248.254883
	Iteration 3Q: 3 clusters Score -632192 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -632318.062500 Penalty: 4248.254883
	Iteration 4Q: 3 clusters Score -632318.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -632432.125000 Penalty: 4248.254883
	Iteration 5Q: 3 clusters Score -632432.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -632526.062500 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -632526.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -632613.312500 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -632613.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -632709.000000 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -632709 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -632815.750000 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -632815.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -632931.312500 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -632931.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -633024.187500 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -633024.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -633088.625000 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -633088.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -633122.875000 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -633122.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -633161.875000 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -633161.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -633203.625000 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -633203.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -633231.875000 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -633231.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -633251.687500 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -633251.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -633264.437500 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -633264.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -633277.750000 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -633277.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -633290.375000 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -633290.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -633296.500000 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -633296.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -633303.812500 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -633303.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -633306.000000 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -633306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -633308.937500 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -633308.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -633314.437500 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -633314.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -633318.687500 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -633318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -633320.062500 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -633320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -633320.562500 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -633320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -633320.562500 Penalty: 4248.254883
	Iteration 29F: 3 clusters Score -633320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Entering Unmasked Estep 
Score: -1233364.875000 Penalty: 2286.361816
	Iteration 0F: 2 clusters Score -1233365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1225716.000000 Penalty: 4572.723633
	Iteration 0F: 3 clusters Score -1225716 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1227938.000000 Penalty: 4572.723633
	Iteration 1F: 3 clusters Score -1227938 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1228221.875000 Penalty: 4572.723633
	Iteration 2F: 3 clusters Score -1228222 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1228422.625000 Penalty: 4572.723633
	Iteration 3Q: 3 clusters Score -1228423 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1228597.000000 Penalty: 4572.723633
	Iteration 4Q: 3 clusters Score -1228597 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1228757.000000 Penalty: 4572.723633
	Iteration 5Q: 3 clusters Score -1228757 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1228924.375000 Penalty: 4572.723633
	Iteration 6Q: 3 clusters Score -1228924 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1229087.875000 Penalty: 4572.723633
	Iteration 7Q: 3 clusters Score -1229088 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1229269.750000 Penalty: 4572.723633
	Iteration 8Q: 3 clusters Score -1229270 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1229483.625000 Penalty: 4572.723633
	Iteration 9Q: 3 clusters Score -1229484 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1229721.875000 Penalty: 4572.723633
	Iteration 10Q: 3 clusters Score -1229722 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1229979.375000 Penalty: 4572.723633
	Iteration 11Q: 3 clusters Score -1229979 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1230263.500000 Penalty: 4572.723633
	Iteration 12Q: 3 clusters Score -1230264 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1230552.125000 Penalty: 4572.723633
	Iteration 13Q: 3 clusters Score -1230552 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1230765.875000 Penalty: 4572.723633
	Iteration 14Q: 3 clusters Score -1230766 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1230927.375000 Penalty: 4572.723633
	Iteration 15Q: 3 clusters Score -1230927 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1231034.125000 Penalty: 4572.723633
	Iteration 16Q: 3 clusters Score -1231034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1231131.500000 Penalty: 4572.723633
	Iteration 17Q: 3 clusters Score -1231132 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1231210.500000 Penalty: 4572.723633
	Iteration 18Q: 3 clusters Score -1231210 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1231278.000000 Penalty: 4572.723633
	Iteration 19Q: 3 clusters Score -1231278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1231326.500000 Penalty: 4572.723633
	Iteration 20F: 3 clusters Score -1231326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1231371.250000 Penalty: 4572.723633
	Iteration 21Q: 3 clusters Score -1231371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1231405.000000 Penalty: 4572.723633
	Iteration 22Q: 3 clusters Score -1231405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1231441.750000 Penalty: 4572.723633
	Iteration 23Q: 3 clusters Score -1231442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1231465.250000 Penalty: 4572.723633
	Iteration 24Q: 3 clusters Score -1231465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1231482.625000 Penalty: 4572.723633
	Iteration 25Q: 3 clusters Score -1231483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1231497.000000 Penalty: 4572.723633
	Iteration 26Q: 3 clusters Score -1231497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1231506.125000 Penalty: 4572.723633
	Iteration 27Q: 3 clusters Score -1231506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1231513.500000 Penalty: 4572.723633
	Iteration 28Q: 3 clusters Score -1231514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1231522.375000 Penalty: 4572.723633
	Iteration 29Q: 3 clusters Score -1231522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1231530.125000 Penalty: 4572.723633
	Iteration 30Q: 3 clusters Score -1231530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1231542.250000 Penalty: 4572.723633
	Iteration 31Q: 3 clusters Score -1231542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1231548.125000 Penalty: 4572.723633
	Iteration 32Q: 3 clusters Score -1231548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1231555.125000 Penalty: 4572.723633
	Iteration 33Q: 3 clusters Score -1231555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1231557.375000 Penalty: 4572.723633
	Iteration 34Q: 3 clusters Score -1231557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1231567.875000 Penalty: 4572.723633
	Iteration 35Q: 3 clusters Score -1231568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1231572.625000 Penalty: 4572.723633
	Iteration 36Q: 3 clusters Score -1231573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1231586.375000 Penalty: 4572.723633
	Iteration 37Q: 3 clusters Score -1231586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1231593.875000 Penalty: 4572.723633
	Iteration 38Q: 3 clusters Score -1231594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1231604.375000 Penalty: 4572.723633
	Iteration 39Q: 3 clusters Score -1231604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1231612.625000 Penalty: 4572.723633
	Iteration 40F: 3 clusters Score -1231613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1231620.875000 Penalty: 4572.723633
	Iteration 41Q: 3 clusters Score -1231621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1231626.750000 Penalty: 4572.723633
	Iteration 42Q: 3 clusters Score -1231627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1231634.875000 Penalty: 4572.723633
	Iteration 43Q: 3 clusters Score -1231635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1231637.000000 Penalty: 4572.723633
	Iteration 44Q: 3 clusters Score -1231637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1231640.250000 Penalty: 4572.723633
	Iteration 45Q: 3 clusters Score -1231640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1231644.250000 Penalty: 4572.723633
	Iteration 46Q: 3 clusters Score -1231644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1231648.250000 Penalty: 4572.723633
	Iteration 47Q: 3 clusters Score -1231648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1231650.000000 Penalty: 4572.723633
	Iteration 48Q: 3 clusters Score -1231650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1231652.125000 Penalty: 4572.723633
	Iteration 49Q: 3 clusters Score -1231652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1231658.625000 Penalty: 4572.723633
	Iteration 50Q: 3 clusters Score -1231659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1231661.250000 Penalty: 4572.723633
	Iteration 51Q: 3 clusters Score -1231661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1231662.875000 Penalty: 4572.723633
	Iteration 52Q: 3 clusters Score -1231663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1231665.625000 Penalty: 4572.723633
	Iteration 53Q: 3 clusters Score -1231666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1231669.000000 Penalty: 4572.723633
	Iteration 54Q: 3 clusters Score -1231669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1231671.000000 Penalty: 4572.723633
	Iteration 55Q: 3 clusters Score -1231671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1231669.875000 Penalty: 4572.723633
	Iteration 56Q: 3 clusters Score -1231670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1231672.625000 Penalty: 4572.723633
	Iteration 57Q: 3 clusters Score -1231673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1231678.750000 Penalty: 4572.723633
	Iteration 58Q: 3 clusters Score -1231679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1231680.000000 Penalty: 4572.723633
	Iteration 59Q: 3 clusters Score -1231680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1231683.625000 Penalty: 4572.723633
	Iteration 60F: 3 clusters Score -1231684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1231689.000000 Penalty: 4572.723633
	Iteration 61Q: 3 clusters Score -1231689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1231690.625000 Penalty: 4572.723633
	Iteration 62Q: 3 clusters Score -1231691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1231692.625000 Penalty: 4572.723633
	Iteration 63Q: 3 clusters Score -1231693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1231694.500000 Penalty: 4572.723633
	Iteration 64Q: 3 clusters Score -1231694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1231697.250000 Penalty: 4572.723633
	Iteration 65Q: 3 clusters Score -1231697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1231695.875000 Penalty: 4572.723633
	Iteration 66Q: 3 clusters Score -1231696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1231695.750000 Penalty: 4572.723633
	Iteration 67Q: 3 clusters Score -1231696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1231697.500000 Penalty: 4572.723633
	Iteration 68Q: 3 clusters Score -1231698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1231698.875000 Penalty: 4572.723633
	Iteration 69Q: 3 clusters Score -1231699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1231702.625000 Penalty: 4572.723633
	Iteration 70Q: 3 clusters Score -1231703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1231703.000000 Penalty: 4572.723633
	Iteration 71Q: 3 clusters Score -1231703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1231702.875000 Penalty: 4572.723633
	Iteration 72Q: 3 clusters Score -1231703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1231702.250000 Penalty: 4572.723633
	Iteration 73Q: 3 clusters Score -1231702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1231702.250000 Penalty: 4572.723633
	Iteration 74F: 3 clusters Score -1231702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Entering Unmasked Estep 
Score: -3470947.000000 Penalty: 2545.426270
	Iteration 0F: 2 clusters Score -3470947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3451402.750000 Penalty: 5090.852539
	Iteration 0F: 3 clusters Score -3451403 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3458261.000000 Penalty: 5090.852539
	Iteration 1F: 3 clusters Score -3458261 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3458693.250000 Penalty: 5090.852539
	Iteration 2Q: 3 clusters Score -3458693 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3459093.500000 Penalty: 5090.852539
	Iteration 3Q: 3 clusters Score -3459094 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3459490.000000 Penalty: 5090.852539
	Iteration 4Q: 3 clusters Score -3459490 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3459950.000000 Penalty: 5090.852539
	Iteration 5Q: 3 clusters Score -3459950 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3460569.000000 Penalty: 5090.852539
	Iteration 6Q: 3 clusters Score -3460569 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3461456.750000 Penalty: 5090.852539
	Iteration 7F: 3 clusters Score -3461457 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3462752.000000 Penalty: 5090.852539
	Iteration 8F: 3 clusters Score -3462752 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3464314.750000 Penalty: 5090.852539
	Iteration 9F: 3 clusters Score -3464315 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3465952.000000 Penalty: 5090.852539
	Iteration 10F: 3 clusters Score -3465952 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3467191.250000 Penalty: 5090.852539
	Iteration 11Q: 3 clusters Score -3467191 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3467903.000000 Penalty: 5090.852539
	Iteration 12Q: 3 clusters Score -3467903 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3468289.250000 Penalty: 5090.852539
	Iteration 13Q: 3 clusters Score -3468289 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3468502.000000 Penalty: 5090.852539
	Iteration 14Q: 3 clusters Score -3468502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3468614.500000 Penalty: 5090.852539
	Iteration 15Q: 3 clusters Score -3468614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3468657.250000 Penalty: 5090.852539
	Iteration 16Q: 3 clusters Score -3468657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3468685.750000 Penalty: 5090.852539
	Iteration 17Q: 3 clusters Score -3468686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3468704.500000 Penalty: 5090.852539
	Iteration 18Q: 3 clusters Score -3468704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3468715.000000 Penalty: 5090.852539
	Iteration 19Q: 3 clusters Score -3468715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3468720.000000 Penalty: 5090.852539
	Iteration 20F: 3 clusters Score -3468720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3468724.000000 Penalty: 5090.852539
	Iteration 21Q: 3 clusters Score -3468724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3468726.500000 Penalty: 5090.852539
	Iteration 22Q: 3 clusters Score -3468726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3468726.750000 Penalty: 5090.852539
	Iteration 23Q: 3 clusters Score -3468727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3468727.250000 Penalty: 5090.852539
	Iteration 24Q: 3 clusters Score -3468727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3468731.000000 Penalty: 5090.852539
	Iteration 25Q: 3 clusters Score -3468731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3468733.000000 Penalty: 5090.852539
	Iteration 26Q: 3 clusters Score -3468733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3468733.000000 Penalty: 5090.852539
	Iteration 27F: 3 clusters Score -3468733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84280.257812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82557.703125 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82557.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82837.367188 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -82837.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82946.898438 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -82946.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83006.781250 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -83006.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83064.070312 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -83064.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83124.421875 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -83124.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83197.796875 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -83197.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83292.593750 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -83292.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83366.218750 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -83366.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83402.242188 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -83402.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83417.859375 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -83417.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83421.226562 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -83421.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83421.226562 Penalty: 3290.778320
	Iteration 12F: 3 clusters Score -83421.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Entering Unmasked Estep 
Score: -2427356.250000 Penalty: 2453.396973
	Iteration 0F: 2 clusters Score -2427356 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 9848 members 
Entering Unmasked Estep 
Score: -2413439.750000 Penalty: 4906.793945
	Iteration 0F: 3 clusters Score -2413440 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2418153.500000 Penalty: 4906.793945
	Iteration 1F: 3 clusters Score -2418154 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2418644.750000 Penalty: 4906.793945
	Iteration 2F: 3 clusters Score -2418645 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2419149.000000 Penalty: 4906.793945
	Iteration 3F: 3 clusters Score -2419149 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2419644.500000 Penalty: 4906.793945
	Iteration 4F: 3 clusters Score -2419644 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2420179.250000 Penalty: 4906.793945
	Iteration 5F: 3 clusters Score -2420179 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2420756.250000 Penalty: 4906.793945
	Iteration 6F: 3 clusters Score -2420756 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2421342.750000 Penalty: 4906.793945
	Iteration 7F: 3 clusters Score -2421343 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2422000.500000 Penalty: 4906.793945
	Iteration 8F: 3 clusters Score -2422000 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2422701.750000 Penalty: 4906.793945
	Iteration 9F: 3 clusters Score -2422702 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2423342.750000 Penalty: 4906.793945
	Iteration 10Q: 3 clusters Score -2423343 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2423856.500000 Penalty: 4906.793945
	Iteration 11Q: 3 clusters Score -2423856 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2424270.000000 Penalty: 4906.793945
	Iteration 12Q: 3 clusters Score -2424270 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2424617.250000 Penalty: 4906.793945
	Iteration 13Q: 3 clusters Score -2424617 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2424845.500000 Penalty: 4906.793945
	Iteration 14Q: 3 clusters Score -2424846 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2425035.500000 Penalty: 4906.793945
	Iteration 15Q: 3 clusters Score -2425036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2425150.000000 Penalty: 4906.793945
	Iteration 16Q: 3 clusters Score -2425150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2425239.500000 Penalty: 4906.793945
	Iteration 17Q: 3 clusters Score -2425240 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2425299.000000 Penalty: 4906.793945
	Iteration 18Q: 3 clusters Score -2425299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2425353.000000 Penalty: 4906.793945
	Iteration 19Q: 3 clusters Score -2425353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2425383.750000 Penalty: 4906.793945
	Iteration 20F: 3 clusters Score -2425384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2425401.000000 Penalty: 4906.793945
	Iteration 21Q: 3 clusters Score -2425401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2425428.250000 Penalty: 4906.793945
	Iteration 22Q: 3 clusters Score -2425428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2425449.250000 Penalty: 4906.793945
	Iteration 23Q: 3 clusters Score -2425449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2425466.250000 Penalty: 4906.793945
	Iteration 24Q: 3 clusters Score -2425466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2425480.250000 Penalty: 4906.793945
	Iteration 25Q: 3 clusters Score -2425480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2425492.250000 Penalty: 4906.793945
	Iteration 26Q: 3 clusters Score -2425492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2425507.750000 Penalty: 4906.793945
	Iteration 27Q: 3 clusters Score -2425508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2425520.500000 Penalty: 4906.793945
	Iteration 28Q: 3 clusters Score -2425520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2425535.000000 Penalty: 4906.793945
	Iteration 29Q: 3 clusters Score -2425535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2425544.000000 Penalty: 4906.793945
	Iteration 30Q: 3 clusters Score -2425544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2425554.500000 Penalty: 4906.793945
	Iteration 31Q: 3 clusters Score -2425554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2425568.250000 Penalty: 4906.793945
	Iteration 32Q: 3 clusters Score -2425568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2425581.000000 Penalty: 4906.793945
	Iteration 33Q: 3 clusters Score -2425581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2425587.000000 Penalty: 4906.793945
	Iteration 34Q: 3 clusters Score -2425587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2425595.750000 Penalty: 4906.793945
	Iteration 35Q: 3 clusters Score -2425596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2425602.500000 Penalty: 4906.793945
	Iteration 36Q: 3 clusters Score -2425602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2425610.250000 Penalty: 4906.793945
	Iteration 37Q: 3 clusters Score -2425610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2425617.250000 Penalty: 4906.793945
	Iteration 38Q: 3 clusters Score -2425617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2425617.250000 Penalty: 4906.793945
	Iteration 39Q: 3 clusters Score -2425617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2425620.750000 Penalty: 4906.793945
	Iteration 40F: 3 clusters Score -2425621 nChanged 0
--- Evaluating fit on full set of 3106918 points ---
Entering Unmasked Estep 
Score: -378495648.000000 Penalty: 107514.226562
23->30 Clusters: Score -378495648.000000, best is -378502304.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1035639 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 44957 members 
Mstep: Class 3 contains 44888 members 
Mstep: Class 4 contains 45491 members 
Mstep: Class 5 contains 45084 members 
Mstep: Class 6 contains 45269 members 
Mstep: Class 7 contains 45012 members 
Mstep: Class 8 contains 45455 members 
Mstep: Class 9 contains 44850 members 
Mstep: Class 10 contains 44925 members 
Mstep: Class 11 contains 44952 members 
Mstep: Class 12 contains 44606 members 
Mstep: Class 13 contains 44830 members 
Mstep: Class 14 contains 44639 members 
Mstep: Class 15 contains 45309 members 
Mstep: Class 16 contains 44856 members 
Mstep: Class 17 contains 45260 members 
Mstep: Class 18 contains 45365 members 
Mstep: Class 19 contains 45000 members 
Mstep: Class 20 contains 44741 members 
Mstep: Class 21 contains 44992 members 
Mstep: Class 22 contains 45019 members 
Mstep: Class 23 contains 45172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 372.865295 but Gain 3434.929688
Score: -118722616.000000 Penalty: 75568.484375
Iteration 0F: 23 clusters Score -1.187226e+08 nChanged 986209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2076 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 149258 members 
Mstep: Class 3 contains 20620 members 
Mstep: Class 4 contains 23345 members 
Mstep: Class 5 contains 68442 members 
Mstep: Class 6 contains 25814 members 
Mstep: Class 7 contains 16449 members 
Mstep: Class 8 contains 40009 members 
Mstep: Class 9 contains 261365 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 29988 members 
Mstep: Class 12 contains 28114 members 
Mstep: Class 14 contains 85287 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 20186 members 
Mstep: Class 17 contains 19173 members 
Mstep: Class 18 contains 11855 members 
Mstep: Class 19 contains 22920 members 
Mstep: Class 20 contains 19453 members 
Mstep: Class 21 contains 66967 members 
Mstep: Class 22 contains 50185 members 
Mstep: Class 23 contains 22483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122051672.000000 Penalty: 75568.484375
Iteration 1F: 23 clusters Score -1.220517e+08 nChanged 395268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1286 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 216958 members 
Mstep: Class 3 contains 22557 members 
Mstep: Class 4 contains 17423 members 
Mstep: Class 5 contains 66180 members 
Mstep: Class 6 contains 20228 members 
Mstep: Class 7 contains 14920 members 
Mstep: Class 8 contains 20844 members 
Mstep: Class 9 contains 278774 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 23142 members 
Mstep: Class 12 contains 21136 members 
Mstep: Class 14 contains 90284 members 
Mstep: Class 15 contains 2766 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 13604 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 17646 members 
Mstep: Class 20 contains 10305 members 
Mstep: Class 21 contains 86724 members 
Mstep: Class 22 contains 45384 members 
Mstep: Class 23 contains 12566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122896184.000000 Penalty: 75568.484375
Iteration 2F: 23 clusters Score -1.228962e+08 nChanged 249887
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 280397 members 
Mstep: Class 3 contains 30670 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 72923 members 
Mstep: Class 6 contains 15808 members 
Mstep: Class 7 contains 15924 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 245169 members 
Mstep: Class 10 contains 4280 members 
Mstep: Class 11 contains 18562 members 
Mstep: Class 12 contains 20698 members 
Mstep: Class 14 contains 89407 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 7705 members 
Mstep: Class 17 contains 12641 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 19 contains 15725 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 94474 members 
Mstep: Class 22 contains 40441 members 
Mstep: Class 23 contains 8793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123238808.000000 Penalty: 75568.484375
Iteration 3F: 23 clusters Score -1.232388e+08 nChanged 168847
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 321391 members 
Mstep: Class 3 contains 35985 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 80738 members 
Mstep: Class 6 contains 12812 members 
Mstep: Class 7 contains 16945 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 218373 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 12774 members 
Mstep: Class 12 contains 22316 members 
Mstep: Class 14 contains 87019 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 13695 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 92306 members 
Mstep: Class 22 contains 32906 members 
Mstep: Class 23 contains 7427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3242.706299 but Gain 3434.929688
Score: -123390160.000000 Penalty: 72133.554688
Iteration 4F: 22 clusters Score -1.233902e+08 nChanged 144441
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 323296 members 
Mstep: Class 3 contains 37152 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 84066 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 18092 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 222542 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 22539 members 
Mstep: Class 14 contains 84741 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 6330 members 
Mstep: Class 17 contains 21753 members 
Mstep: Class 18 contains 13978 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 21 contains 90369 members 
Mstep: Class 22 contains 28088 members 
Mstep: Class 23 contains 7183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123515416.000000 Penalty: 72133.554688
Iteration 5F: 22 clusters Score -1.235154e+08 nChanged 126217
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 295888 members 
Mstep: Class 3 contains 34363 members 
Mstep: Class 4 contains 13761 members 
Mstep: Class 5 contains 85897 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 18849 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 245669 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 12311 members 
Mstep: Class 12 contains 22269 members 
Mstep: Class 14 contains 81063 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 34308 members 
Mstep: Class 18 contains 14100 members 
Mstep: Class 19 contains 14427 members 
Mstep: Class 21 contains 89064 members 
Mstep: Class 22 contains 25870 members 
Mstep: Class 23 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123630816.000000 Penalty: 72133.554688
Iteration 6F: 22 clusters Score -1.236308e+08 nChanged 108023
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 276776 members 
Mstep: Class 3 contains 29923 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 86937 members 
Mstep: Class 6 contains 7164 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 9 contains 257811 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 11 contains 14453 members 
Mstep: Class 12 contains 22145 members 
Mstep: Class 14 contains 75655 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 52297 members 
Mstep: Class 18 contains 14179 members 
Mstep: Class 19 contains 14356 members 
Mstep: Class 21 contains 85617 members 
Mstep: Class 22 contains 25653 members 
Mstep: Class 23 contains 7492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123722336.000000 Penalty: 72133.554688
Iteration 7F: 22 clusters Score -1.237223e+08 nChanged 93841
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 265471 members 
Mstep: Class 3 contains 26015 members 
Mstep: Class 4 contains 13103 members 
Mstep: Class 5 contains 87416 members 
Mstep: Class 6 contains 4858 members 
Mstep: Class 7 contains 21382 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 260816 members 
Mstep: Class 10 contains 5591 members 
Mstep: Class 11 contains 16395 members 
Mstep: Class 12 contains 22133 members 
Mstep: Class 14 contains 69910 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 70993 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 14238 members 
Mstep: Class 21 contains 81358 members 
Mstep: Class 22 contains 26905 members 
Mstep: Class 23 contains 7571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123799872.000000 Penalty: 72133.554688
Iteration 8F: 22 clusters Score -1.237999e+08 nChanged 80859
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 259924 members 
Mstep: Class 3 contains 23041 members 
Mstep: Class 4 contains 12762 members 
Mstep: Class 5 contains 87433 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 23293 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 258655 members 
Mstep: Class 10 contains 5656 members 
Mstep: Class 11 contains 18222 members 
Mstep: Class 12 contains 22132 members 
Mstep: Class 14 contains 64538 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 86630 members 
Mstep: Class 18 contains 14356 members 
Mstep: Class 19 contains 13893 members 
Mstep: Class 21 contains 77416 members 
Mstep: Class 22 contains 29157 members 
Mstep: Class 23 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123862008.000000 Penalty: 72133.554688
Iteration 9F: 22 clusters Score -1.23862e+08 nChanged 69214
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 258909 members 
Mstep: Class 3 contains 20837 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 87210 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 25213 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 253292 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 19910 members 
Mstep: Class 12 contains 22125 members 
Mstep: Class 14 contains 60161 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 99200 members 
Mstep: Class 18 contains 14386 members 
Mstep: Class 19 contains 13367 members 
Mstep: Class 21 contains 73690 members 
Mstep: Class 22 contains 31594 members 
Mstep: Class 23 contains 7514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123910688.000000 Penalty: 72133.554688
Iteration 10F: 22 clusters Score -1.239107e+08 nChanged 58021
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 258723 members 
Mstep: Class 3 contains 19098 members 
Mstep: Class 4 contains 11531 members 
Mstep: Class 5 contains 86937 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 26959 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 248142 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 21343 members 
Mstep: Class 12 contains 22099 members 
Mstep: Class 14 contains 56863 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 109708 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 12830 members 
Mstep: Class 21 contains 69812 members 
Mstep: Class 22 contains 33798 members 
Mstep: Class 23 contains 7523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123949064.000000 Penalty: 72133.554688
Iteration 11F: 22 clusters Score -1.239491e+08 nChanged 47227
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 258299 members 
Mstep: Class 3 contains 17737 members 
Mstep: Class 4 contains 10641 members 
Mstep: Class 5 contains 86588 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 28502 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 244547 members 
Mstep: Class 10 contains 5869 members 
Mstep: Class 11 contains 22568 members 
Mstep: Class 12 contains 22091 members 
Mstep: Class 14 contains 54475 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 118526 members 
Mstep: Class 18 contains 14489 members 
Mstep: Class 19 contains 12318 members 
Mstep: Class 21 contains 65683 members 
Mstep: Class 22 contains 35546 members 
Mstep: Class 23 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123976992.000000 Penalty: 72133.554688
Iteration 12Q: 22 clusters Score -1.23977e+08 nChanged 38502
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 257766 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 9816 members 
Mstep: Class 5 contains 86003 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 29776 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 242233 members 
Mstep: Class 10 contains 5917 members 
Mstep: Class 11 contains 23674 members 
Mstep: Class 12 contains 22077 members 
Mstep: Class 14 contains 52807 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 125879 members 
Mstep: Class 18 contains 14512 members 
Mstep: Class 19 contains 11894 members 
Mstep: Class 21 contains 61521 members 
Mstep: Class 22 contains 36855 members 
Mstep: Class 23 contains 7608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123997856.000000 Penalty: 72133.554688
Iteration 13Q: 22 clusters Score -1.239979e+08 nChanged 32091
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 257087 members 
Mstep: Class 3 contains 15587 members 
Mstep: Class 4 contains 9185 members 
Mstep: Class 5 contains 85131 members 
Mstep: Class 6 contains 4213 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 240785 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 24649 members 
Mstep: Class 12 contains 22055 members 
Mstep: Class 14 contains 51591 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 132171 members 
Mstep: Class 18 contains 14542 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 21 contains 57714 members 
Mstep: Class 22 contains 37670 members 
Mstep: Class 23 contains 7624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124014552.000000 Penalty: 72133.554688
Iteration 14Q: 22 clusters Score -1.240146e+08 nChanged 27231
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 256406 members 
Mstep: Class 3 contains 14671 members 
Mstep: Class 4 contains 8658 members 
Mstep: Class 5 contains 84201 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 31446 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 239663 members 
Mstep: Class 10 contains 5906 members 
Mstep: Class 11 contains 25618 members 
Mstep: Class 12 contains 22028 members 
Mstep: Class 14 contains 50711 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 137701 members 
Mstep: Class 18 contains 14542 members 
Mstep: Class 19 contains 11129 members 
Mstep: Class 21 contains 54288 members 
Mstep: Class 22 contains 38250 members 
Mstep: Class 23 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124027792.000000 Penalty: 72133.554688
Iteration 15Q: 22 clusters Score -1.240278e+08 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 255834 members 
Mstep: Class 3 contains 13926 members 
Mstep: Class 4 contains 8313 members 
Mstep: Class 5 contains 83207 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 31889 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 238604 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 26460 members 
Mstep: Class 12 contains 22008 members 
Mstep: Class 14 contains 50025 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 6803 members 
Mstep: Class 17 contains 142713 members 
Mstep: Class 18 contains 14538 members 
Mstep: Class 19 contains 10754 members 
Mstep: Class 21 contains 51342 members 
Mstep: Class 22 contains 38517 members 
Mstep: Class 23 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124038640.000000 Penalty: 72133.554688
Iteration 16Q: 22 clusters Score -1.240386e+08 nChanged 21072
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 255528 members 
Mstep: Class 3 contains 13273 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 82238 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 32268 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 237371 members 
Mstep: Class 10 contains 5816 members 
Mstep: Class 11 contains 27252 members 
Mstep: Class 12 contains 22005 members 
Mstep: Class 14 contains 49535 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 147311 members 
Mstep: Class 18 contains 14527 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 21 contains 48731 members 
Mstep: Class 22 contains 38571 members 
Mstep: Class 23 contains 7547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124047328.000000 Penalty: 72133.554688
Iteration 17Q: 22 clusters Score -1.240473e+08 nChanged 19124
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 255550 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 7811 members 
Mstep: Class 5 contains 81333 members 
Mstep: Class 6 contains 6827 members 
Mstep: Class 7 contains 32532 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 235889 members 
Mstep: Class 10 contains 5726 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 21997 members 
Mstep: Class 14 contains 49123 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 151597 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 19 contains 10092 members 
Mstep: Class 21 contains 46489 members 
Mstep: Class 22 contains 38483 members 
Mstep: Class 23 contains 7514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124055208.000000 Penalty: 72133.554688
Iteration 18Q: 22 clusters Score -1.240552e+08 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 255538 members 
Mstep: Class 3 contains 12316 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 80486 members 
Mstep: Class 6 contains 7466 members 
Mstep: Class 7 contains 32782 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 234233 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 28406 members 
Mstep: Class 12 contains 21980 members 
Mstep: Class 14 contains 48826 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 155280 members 
Mstep: Class 18 contains 14517 members 
Mstep: Class 19 contains 9801 members 
Mstep: Class 21 contains 45000 members 
Mstep: Class 22 contains 38247 members 
Mstep: Class 23 contains 7470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124062192.000000 Penalty: 72133.554688
Iteration 19Q: 22 clusters Score -1.240622e+08 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 255709 members 
Mstep: Class 3 contains 11889 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 79725 members 
Mstep: Class 6 contains 8029 members 
Mstep: Class 7 contains 33103 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 232305 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 28834 members 
Mstep: Class 12 contains 21982 members 
Mstep: Class 14 contains 48540 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 158344 members 
Mstep: Class 18 contains 14512 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 21 contains 44187 members 
Mstep: Class 22 contains 37858 members 
Mstep: Class 23 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124068616.000000 Penalty: 72133.554688
Iteration 20F: 22 clusters Score -1.240686e+08 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 255880 members 
Mstep: Class 3 contains 11485 members 
Mstep: Class 4 contains 7512 members 
Mstep: Class 5 contains 78950 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 7 contains 33279 members 
Mstep: Class 8 contains 6575 members 
Mstep: Class 9 contains 229961 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 29174 members 
Mstep: Class 12 contains 21971 members 
Mstep: Class 14 contains 48218 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 160762 members 
Mstep: Class 18 contains 14505 members 
Mstep: Class 19 contains 9352 members 
Mstep: Class 21 contains 44552 members 
Mstep: Class 22 contains 37420 members 
Mstep: Class 23 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124074944.000000 Penalty: 72133.554688
Iteration 21Q: 22 clusters Score -1.240749e+08 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 256157 members 
Mstep: Class 3 contains 11080 members 
Mstep: Class 4 contains 7449 members 
Mstep: Class 5 contains 78356 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 33524 members 
Mstep: Class 8 contains 6797 members 
Mstep: Class 9 contains 227537 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 29449 members 
Mstep: Class 12 contains 21967 members 
Mstep: Class 14 contains 47997 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 6543 members 
Mstep: Class 17 contains 162688 members 
Mstep: Class 18 contains 14474 members 
Mstep: Class 19 contains 9199 members 
Mstep: Class 21 contains 45267 members 
Mstep: Class 22 contains 36953 members 
Mstep: Class 23 contains 7528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124079720.000000 Penalty: 72133.554688
Iteration 22Q: 22 clusters Score -1.240797e+08 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 256534 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 7398 members 
Mstep: Class 5 contains 77812 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 33690 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 225068 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 29730 members 
Mstep: Class 12 contains 21955 members 
Mstep: Class 14 contains 47837 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 164177 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 19 contains 9059 members 
Mstep: Class 21 contains 46332 members 
Mstep: Class 22 contains 36489 members 
Mstep: Class 23 contains 7625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124084288.000000 Penalty: 72133.554688
Iteration 23Q: 22 clusters Score -1.240843e+08 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 256933 members 
Mstep: Class 3 contains 10323 members 
Mstep: Class 4 contains 7349 members 
Mstep: Class 5 contains 77290 members 
Mstep: Class 6 contains 9926 members 
Mstep: Class 7 contains 33889 members 
Mstep: Class 8 contains 7215 members 
Mstep: Class 9 contains 222598 members 
Mstep: Class 10 contains 5240 members 
Mstep: Class 11 contains 29963 members 
Mstep: Class 12 contains 21955 members 
Mstep: Class 14 contains 47697 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 165422 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 8915 members 
Mstep: Class 21 contains 47559 members 
Mstep: Class 22 contains 36037 members 
Mstep: Class 23 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124087360.000000 Penalty: 72133.554688
Iteration 24Q: 22 clusters Score -1.240874e+08 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 257244 members 
Mstep: Class 3 contains 10006 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 76798 members 
Mstep: Class 6 contains 10278 members 
Mstep: Class 7 contains 34162 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 220293 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 30176 members 
Mstep: Class 12 contains 21951 members 
Mstep: Class 14 contains 47563 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 166349 members 
Mstep: Class 18 contains 14355 members 
Mstep: Class 19 contains 8791 members 
Mstep: Class 21 contains 48903 members 
Mstep: Class 22 contains 35622 members 
Mstep: Class 23 contains 7821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124089320.000000 Penalty: 72133.554688
Iteration 25Q: 22 clusters Score -1.240893e+08 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 257619 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 7343 members 
Mstep: Class 5 contains 76366 members 
Mstep: Class 6 contains 10605 members 
Mstep: Class 7 contains 34494 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 218006 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 30331 members 
Mstep: Class 12 contains 21939 members 
Mstep: Class 14 contains 47445 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 167085 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 8662 members 
Mstep: Class 21 contains 50244 members 
Mstep: Class 22 contains 35258 members 
Mstep: Class 23 contains 7926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124091808.000000 Penalty: 72133.554688
Iteration 26Q: 22 clusters Score -1.240918e+08 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 257925 members 
Mstep: Class 3 contains 9461 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 75941 members 
Mstep: Class 6 contains 10916 members 
Mstep: Class 7 contains 34953 members 
Mstep: Class 8 contains 7717 members 
Mstep: Class 9 contains 215811 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 30446 members 
Mstep: Class 12 contains 21931 members 
Mstep: Class 14 contains 47333 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 167669 members 
Mstep: Class 18 contains 14224 members 
Mstep: Class 19 contains 8548 members 
Mstep: Class 21 contains 51592 members 
Mstep: Class 22 contains 34916 members 
Mstep: Class 23 contains 8008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124093848.000000 Penalty: 72133.554688
Iteration 27Q: 22 clusters Score -1.240938e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 258175 members 
Mstep: Class 3 contains 9244 members 
Mstep: Class 4 contains 7441 members 
Mstep: Class 5 contains 75536 members 
Mstep: Class 6 contains 11202 members 
Mstep: Class 7 contains 35432 members 
Mstep: Class 8 contains 7889 members 
Mstep: Class 9 contains 213801 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 30532 members 
Mstep: Class 12 contains 21920 members 
Mstep: Class 14 contains 47256 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 6505 members 
Mstep: Class 17 contains 168125 members 
Mstep: Class 18 contains 14124 members 
Mstep: Class 19 contains 8477 members 
Mstep: Class 21 contains 52873 members 
Mstep: Class 22 contains 34622 members 
Mstep: Class 23 contains 8068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124096192.000000 Penalty: 72133.554688
Iteration 28Q: 22 clusters Score -1.240962e+08 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 258219 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 75140 members 
Mstep: Class 6 contains 11492 members 
Mstep: Class 7 contains 35867 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 212121 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 30620 members 
Mstep: Class 12 contains 21908 members 
Mstep: Class 14 contains 47182 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 168453 members 
Mstep: Class 18 contains 13964 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 21 contains 54149 members 
Mstep: Class 22 contains 34346 members 
Mstep: Class 23 contains 8201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124098464.000000 Penalty: 72133.554688
Iteration 29Q: 22 clusters Score -1.240985e+08 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 258064 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 5 contains 74760 members 
Mstep: Class 6 contains 11769 members 
Mstep: Class 7 contains 36278 members 
Mstep: Class 8 contains 8215 members 
Mstep: Class 9 contains 210679 members 
Mstep: Class 10 contains 4698 members 
Mstep: Class 11 contains 30703 members 
Mstep: Class 12 contains 21901 members 
Mstep: Class 14 contains 47138 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 168740 members 
Mstep: Class 18 contains 13735 members 
Mstep: Class 19 contains 8354 members 
Mstep: Class 21 contains 55298 members 
Mstep: Class 22 contains 34114 members 
Mstep: Class 23 contains 8391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124101680.000000 Penalty: 72133.554688
Iteration 30Q: 22 clusters Score -1.241017e+08 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 257543 members 
Mstep: Class 3 contains 8583 members 
Mstep: Class 4 contains 7768 members 
Mstep: Class 5 contains 74410 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 36668 members 
Mstep: Class 8 contains 8355 members 
Mstep: Class 9 contains 209593 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 30779 members 
Mstep: Class 12 contains 21892 members 
Mstep: Class 14 contains 47038 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 169031 members 
Mstep: Class 18 contains 13445 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 21 contains 56444 members 
Mstep: Class 22 contains 33919 members 
Mstep: Class 23 contains 8647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124104512.000000 Penalty: 72133.554688
Iteration 31Q: 22 clusters Score -1.241045e+08 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 256836 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 74085 members 
Mstep: Class 6 contains 12258 members 
Mstep: Class 7 contains 37079 members 
Mstep: Class 8 contains 8521 members 
Mstep: Class 9 contains 208621 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 30855 members 
Mstep: Class 12 contains 21891 members 
Mstep: Class 14 contains 46902 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 169270 members 
Mstep: Class 18 contains 13229 members 
Mstep: Class 19 contains 8241 members 
Mstep: Class 21 contains 57627 members 
Mstep: Class 22 contains 33767 members 
Mstep: Class 23 contains 8837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124106576.000000 Penalty: 72133.554688
Iteration 32Q: 22 clusters Score -1.241066e+08 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 256000 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 7952 members 
Mstep: Class 5 contains 73743 members 
Mstep: Class 6 contains 12473 members 
Mstep: Class 7 contains 37439 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 207853 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 30924 members 
Mstep: Class 12 contains 21884 members 
Mstep: Class 14 contains 46794 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 169539 members 
Mstep: Class 18 contains 13052 members 
Mstep: Class 19 contains 8203 members 
Mstep: Class 21 contains 58742 members 
Mstep: Class 22 contains 33601 members 
Mstep: Class 23 contains 9079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124108728.000000 Penalty: 72133.554688
Iteration 33Q: 22 clusters Score -1.241087e+08 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 255117 members 
Mstep: Class 3 contains 8065 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 73422 members 
Mstep: Class 6 contains 12670 members 
Mstep: Class 7 contains 37776 members 
Mstep: Class 8 contains 8862 members 
Mstep: Class 9 contains 207135 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 31022 members 
Mstep: Class 12 contains 21878 members 
Mstep: Class 14 contains 46718 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 169759 members 
Mstep: Class 18 contains 12874 members 
Mstep: Class 19 contains 8178 members 
Mstep: Class 21 contains 59822 members 
Mstep: Class 22 contains 33431 members 
Mstep: Class 23 contains 9295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124110216.000000 Penalty: 72133.554688
Iteration 34Q: 22 clusters Score -1.241102e+08 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 254116 members 
Mstep: Class 3 contains 7935 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 73103 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 38133 members 
Mstep: Class 8 contains 9035 members 
Mstep: Class 9 contains 206590 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 21875 members 
Mstep: Class 14 contains 46653 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 169956 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 8131 members 
Mstep: Class 21 contains 60851 members 
Mstep: Class 22 contains 33316 members 
Mstep: Class 23 contains 9459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124110744.000000 Penalty: 72133.554688
Iteration 35Q: 22 clusters Score -1.241107e+08 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 253043 members 
Mstep: Class 3 contains 7816 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 72807 members 
Mstep: Class 6 contains 13086 members 
Mstep: Class 7 contains 38392 members 
Mstep: Class 8 contains 9220 members 
Mstep: Class 9 contains 206229 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 31185 members 
Mstep: Class 12 contains 21870 members 
Mstep: Class 14 contains 46632 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 16 contains 6803 members 
Mstep: Class 17 contains 170121 members 
Mstep: Class 18 contains 12562 members 
Mstep: Class 19 contains 8085 members 
Mstep: Class 21 contains 61875 members 
Mstep: Class 22 contains 33220 members 
Mstep: Class 23 contains 9577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124111808.000000 Penalty: 72133.554688
Iteration 36Q: 22 clusters Score -1.241118e+08 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 251779 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 72520 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 38719 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 205969 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 31253 members 
Mstep: Class 12 contains 21862 members 
Mstep: Class 14 contains 46579 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 170257 members 
Mstep: Class 18 contains 12397 members 
Mstep: Class 19 contains 8036 members 
Mstep: Class 21 contains 62986 members 
Mstep: Class 22 contains 33148 members 
Mstep: Class 23 contains 9685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124112992.000000 Penalty: 72133.554688
Iteration 37Q: 22 clusters Score -1.24113e+08 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 250330 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 72217 members 
Mstep: Class 6 contains 13505 members 
Mstep: Class 7 contains 39082 members 
Mstep: Class 8 contains 9604 members 
Mstep: Class 9 contains 205823 members 
Mstep: Class 10 contains 5230 members 
Mstep: Class 11 contains 31340 members 
Mstep: Class 12 contains 21859 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 170380 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 8008 members 
Mstep: Class 21 contains 64132 members 
Mstep: Class 22 contains 33084 members 
Mstep: Class 23 contains 9819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124113624.000000 Penalty: 72133.554688
Iteration 38Q: 22 clusters Score -1.241136e+08 nChanged 6320
Entering ConstructFrom: 
Score: -124113624.000000 Penalty: 72133.554688
Entering ConstructFrom: 
Trying to split cluster 1 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -2022552.000000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -2022552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2010388.875000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -2010389 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2014475.375000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -2014475 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2014990.750000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -2014991 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2015496.250000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -2015496 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2015997.000000 Penalty: 4831.899414
	Iteration 4F: 3 clusters Score -2015997 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2016555.125000 Penalty: 4831.899414
	Iteration 5F: 3 clusters Score -2016555 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2017223.750000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -2017224 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2017965.625000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -2017966 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2018734.125000 Penalty: 4831.899414
	Iteration 8F: 3 clusters Score -2018734 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2019351.000000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -2019351 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2019830.000000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -2019830 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2020181.125000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -2020181 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2020396.875000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -2020397 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2020523.875000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -2020524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2020591.375000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -2020591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2020630.875000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -2020631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2020651.875000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -2020652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2020676.500000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -2020676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2020686.500000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -2020686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2020692.500000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -2020692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2020699.875000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -2020700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2020701.125000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -2020701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2020701.125000 Penalty: 4831.899414
	Iteration 22F: 3 clusters Score -2020701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248735 members 
Entering Unmasked Estep 
Score: -30735662.000000 Penalty: 3081.187744
	Iteration 0F: 2 clusters Score -3.073566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124123 members 
Mstep: Class 2 contains 124612 members 
Entering Unmasked Estep 
Score: -30598664.000000 Penalty: 6162.375488
	Iteration 0F: 3 clusters Score -3.059866e+07 nChanged 120116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 129436 members 
Entering Unmasked Estep 
Score: -30669638.000000 Penalty: 6162.375488
	Iteration 1F: 3 clusters Score -3.066964e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -30671186.000000 Penalty: 6162.375488
	Iteration 2Q: 3 clusters Score -3.067119e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -30673714.000000 Penalty: 6162.375488
	Iteration 3Q: 3 clusters Score -3.067371e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 143916 members 
Entering Unmasked Estep 
Score: -30678312.000000 Penalty: 6162.375488
	Iteration 4Q: 3 clusters Score -3.067831e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -30685780.000000 Penalty: 6162.375488
	Iteration 5F: 3 clusters Score -3.068578e+07 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 169194 members 
Entering Unmasked Estep 
Score: -30697004.000000 Penalty: 6162.375488
	Iteration 6F: 3 clusters Score -3.0697e+07 nChanged 19005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 185375 members 
Entering Unmasked Estep 
Score: -30709244.000000 Penalty: 6162.375488
	Iteration 7F: 3 clusters Score -3.070924e+07 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 198849 members 
Entering Unmasked Estep 
Score: -30719818.000000 Penalty: 6162.375488
	Iteration 8F: 3 clusters Score -3.071982e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 206764 members 
Entering Unmasked Estep 
Score: -30726872.000000 Penalty: 6162.375488
	Iteration 9F: 3 clusters Score -3.072687e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 210602 members 
Entering Unmasked Estep 
Score: -30730784.000000 Penalty: 6162.375488
	Iteration 10Q: 3 clusters Score -3.073078e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 212804 members 
Entering Unmasked Estep 
Score: -30732554.000000 Penalty: 6162.375488
	Iteration 11Q: 3 clusters Score -3.073255e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 214550 members 
Entering Unmasked Estep 
Score: -30733328.000000 Penalty: 6162.375488
	Iteration 12Q: 3 clusters Score -3.073333e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 216111 members 
Entering Unmasked Estep 
Score: -30734024.000000 Penalty: 6162.375488
	Iteration 13Q: 3 clusters Score -3.073402e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 217516 members 
Entering Unmasked Estep 
Score: -30734658.000000 Penalty: 6162.375488
	Iteration 14Q: 3 clusters Score -3.073466e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 218768 members 
Entering Unmasked Estep 
Score: -30735064.000000 Penalty: 6162.375488
	Iteration 15Q: 3 clusters Score -3.073506e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 219923 members 
Entering Unmasked Estep 
Score: -30735536.000000 Penalty: 6162.375488
	Iteration 16Q: 3 clusters Score -3.073554e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 220937 members 
Entering Unmasked Estep 
Score: -30735970.000000 Penalty: 6162.375488
	Iteration 17Q: 3 clusters Score -3.073597e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 221900 members 
Entering Unmasked Estep 
Score: -30736410.000000 Penalty: 6162.375488
	Iteration 18Q: 3 clusters Score -3.073641e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 222823 members 
Entering Unmasked Estep 
Score: -30736814.000000 Penalty: 6162.375488
	Iteration 19Q: 3 clusters Score -3.073681e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 223714 members 
Entering Unmasked Estep 
Score: -30737068.000000 Penalty: 6162.375488
	Iteration 20F: 3 clusters Score -3.073707e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 224601 members 
Entering Unmasked Estep 
Score: -30737124.000000 Penalty: 6162.375488
	Iteration 21Q: 3 clusters Score -3.073712e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 225414 members 
Entering Unmasked Estep 
Score: -30737298.000000 Penalty: 6162.375488
	Iteration 22Q: 3 clusters Score -3.07373e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 226228 members 
Entering Unmasked Estep 
Score: -30737334.000000 Penalty: 6162.375488
	Iteration 23Q: 3 clusters Score -3.073733e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 227031 members 
Entering Unmasked Estep 
Score: -30737320.000000 Penalty: 6162.375488
	Iteration 24Q: 3 clusters Score -3.073732e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -30737302.000000 Penalty: 6162.375488
	Iteration 25Q: 3 clusters Score -3.07373e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 228424 members 
Entering Unmasked Estep 
Score: -30737232.000000 Penalty: 6162.375488
	Iteration 26Q: 3 clusters Score -3.073723e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 229063 members 
Entering Unmasked Estep 
Score: -30737232.000000 Penalty: 6162.375488
	Iteration 27Q: 3 clusters Score -3.073723e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 229701 members 
Entering Unmasked Estep 
Score: -30737210.000000 Penalty: 6162.375488
	Iteration 28Q: 3 clusters Score -3.073721e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 230319 members 
Entering Unmasked Estep 
Score: -30737136.000000 Penalty: 6162.375488
	Iteration 29Q: 3 clusters Score -3.073714e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 230923 members 
Entering Unmasked Estep 
Score: -30737068.000000 Penalty: 6162.375488
	Iteration 30Q: 3 clusters Score -3.073707e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 231517 members 
Entering Unmasked Estep 
Score: -30736994.000000 Penalty: 6162.375488
	Iteration 31Q: 3 clusters Score -3.073699e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 232069 members 
Entering Unmasked Estep 
Score: -30736924.000000 Penalty: 6162.375488
	Iteration 32Q: 3 clusters Score -3.073692e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 232613 members 
Entering Unmasked Estep 
Score: -30736986.000000 Penalty: 6162.375488
	Iteration 33Q: 3 clusters Score -3.073699e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 233150 members 
Entering Unmasked Estep 
Score: -30736892.000000 Penalty: 6162.375488
	Iteration 34Q: 3 clusters Score -3.073689e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 233702 members 
Entering Unmasked Estep 
Score: -30736844.000000 Penalty: 6162.375488
	Iteration 35Q: 3 clusters Score -3.073684e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 234210 members 
Entering Unmasked Estep 
Score: -30736718.000000 Penalty: 6162.375488
	Iteration 36Q: 3 clusters Score -3.073672e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 234717 members 
Entering Unmasked Estep 
Score: -30736702.000000 Penalty: 6162.375488
	Iteration 37Q: 3 clusters Score -3.07367e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 235204 members 
Entering Unmasked Estep 
Score: -30736584.000000 Penalty: 6162.375488
	Iteration 38Q: 3 clusters Score -3.073658e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 235671 members 
Entering Unmasked Estep 
Score: -30736522.000000 Penalty: 6162.375488
	Iteration 39Q: 3 clusters Score -3.073652e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 236093 members 
Entering Unmasked Estep 
Score: -30736506.000000 Penalty: 6162.375488
	Iteration 40F: 3 clusters Score -3.073651e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 236478 members 
Entering Unmasked Estep 
Score: -30736468.000000 Penalty: 6162.375488
	Iteration 41Q: 3 clusters Score -3.073647e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 236836 members 
Entering Unmasked Estep 
Score: -30736416.000000 Penalty: 6162.375488
	Iteration 42Q: 3 clusters Score -3.073642e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 237163 members 
Entering Unmasked Estep 
Score: -30736406.000000 Penalty: 6162.375488
	Iteration 43Q: 3 clusters Score -3.073641e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 237488 members 
Entering Unmasked Estep 
Score: -30736370.000000 Penalty: 6162.375488
	Iteration 44Q: 3 clusters Score -3.073637e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 237788 members 
Entering Unmasked Estep 
Score: -30736338.000000 Penalty: 6162.375488
	Iteration 45Q: 3 clusters Score -3.073634e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 238085 members 
Entering Unmasked Estep 
Score: -30736266.000000 Penalty: 6162.375488
	Iteration 46Q: 3 clusters Score -3.073627e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 238380 members 
Entering Unmasked Estep 
Score: -30736192.000000 Penalty: 6162.375488
	Iteration 47Q: 3 clusters Score -3.073619e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 238654 members 
Entering Unmasked Estep 
Score: -30736166.000000 Penalty: 6162.375488
	Iteration 48Q: 3 clusters Score -3.073617e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 238909 members 
Entering Unmasked Estep 
Score: -30736062.000000 Penalty: 6162.375488
	Iteration 49Q: 3 clusters Score -3.073606e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 239148 members 
Entering Unmasked Estep 
Score: -30735984.000000 Penalty: 6162.375488
	Iteration 50Q: 3 clusters Score -3.073598e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 239348 members 
Entering Unmasked Estep 
Score: -30735966.000000 Penalty: 6162.375488
	Iteration 51Q: 3 clusters Score -3.073597e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 239541 members 
Entering Unmasked Estep 
Score: -30735914.000000 Penalty: 6162.375488
	Iteration 52Q: 3 clusters Score -3.073591e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 239746 members 
Entering Unmasked Estep 
Score: -30735892.000000 Penalty: 6162.375488
	Iteration 53Q: 3 clusters Score -3.073589e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 239965 members 
Entering Unmasked Estep 
Score: -30735894.000000 Penalty: 6162.375488
	Iteration 54Q: 3 clusters Score -3.073589e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 240167 members 
Entering Unmasked Estep 
Score: -30735866.000000 Penalty: 6162.375488
	Iteration 55Q: 3 clusters Score -3.073587e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 240346 members 
Entering Unmasked Estep 
Score: -30735810.000000 Penalty: 6162.375488
	Iteration 56Q: 3 clusters Score -3.073581e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 240517 members 
Entering Unmasked Estep 
Score: -30735790.000000 Penalty: 6162.375488
	Iteration 57Q: 3 clusters Score -3.073579e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 240665 members 
Entering Unmasked Estep 
Score: -30735828.000000 Penalty: 6162.375488
	Iteration 58Q: 3 clusters Score -3.073583e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 240785 members 
Entering Unmasked Estep 
Score: -30735792.000000 Penalty: 6162.375488
	Iteration 59Q: 3 clusters Score -3.073579e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 240888 members 
Entering Unmasked Estep 
Score: -30735780.000000 Penalty: 6162.375488
	Iteration 60F: 3 clusters Score -3.073578e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 241006 members 
Entering Unmasked Estep 
Score: -30735730.000000 Penalty: 6162.375488
	Iteration 61Q: 3 clusters Score -3.073573e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 241123 members 
Entering Unmasked Estep 
Score: -30735716.000000 Penalty: 6162.375488
	Iteration 62Q: 3 clusters Score -3.073572e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 241238 members 
Entering Unmasked Estep 
Score: -30735712.000000 Penalty: 6162.375488
	Iteration 63Q: 3 clusters Score -3.073571e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 241336 members 
Entering Unmasked Estep 
Score: -30735686.000000 Penalty: 6162.375488
	Iteration 64Q: 3 clusters Score -3.073569e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 241415 members 
Entering Unmasked Estep 
Score: -30735670.000000 Penalty: 6162.375488
	Iteration 65Q: 3 clusters Score -3.073567e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 241472 members 
Entering Unmasked Estep 
Score: -30735640.000000 Penalty: 6162.375488
	Iteration 66Q: 3 clusters Score -3.073564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 241526 members 
Entering Unmasked Estep 
Score: -30735624.000000 Penalty: 6162.375488
	Iteration 67Q: 3 clusters Score -3.073562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 241569 members 
Entering Unmasked Estep 
Score: -30735628.000000 Penalty: 6162.375488
	Iteration 68Q: 3 clusters Score -3.073563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 241611 members 
Entering Unmasked Estep 
Score: -30735638.000000 Penalty: 6162.375488
	Iteration 69Q: 3 clusters Score -3.073564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 241670 members 
Entering Unmasked Estep 
Score: -30735620.000000 Penalty: 6162.375488
	Iteration 70Q: 3 clusters Score -3.073562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 241721 members 
Entering Unmasked Estep 
Score: -30735600.000000 Penalty: 6162.375488
	Iteration 71Q: 3 clusters Score -3.07356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 241772 members 
Entering Unmasked Estep 
Score: -30735600.000000 Penalty: 6162.375488
	Iteration 72Q: 3 clusters Score -3.07356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 241813 members 
Entering Unmasked Estep 
Score: -30735572.000000 Penalty: 6162.375488
	Iteration 73Q: 3 clusters Score -3.073557e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 241851 members 
Entering Unmasked Estep 
Score: -30735592.000000 Penalty: 6162.375488
	Iteration 74Q: 3 clusters Score -3.073559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 241888 members 
Entering Unmasked Estep 
Score: -30735586.000000 Penalty: 6162.375488
	Iteration 75Q: 3 clusters Score -3.073559e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 241932 members 
Entering Unmasked Estep 
Score: -30735548.000000 Penalty: 6162.375488
	Iteration 76Q: 3 clusters Score -3.073555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 241967 members 
Entering Unmasked Estep 
Score: -30735528.000000 Penalty: 6162.375488
	Iteration 77Q: 3 clusters Score -3.073553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 242003 members 
Entering Unmasked Estep 
Score: -30735476.000000 Penalty: 6162.375488
	Iteration 78Q: 3 clusters Score -3.073548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 242030 members 
Entering Unmasked Estep 
Score: -30735458.000000 Penalty: 6162.375488
	Iteration 79Q: 3 clusters Score -3.073546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 242051 members 
Entering Unmasked Estep 
Score: -30735456.000000 Penalty: 6162.375488
	Iteration 80F: 3 clusters Score -3.073546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 242068 members 
Entering Unmasked Estep 
Score: -30735480.000000 Penalty: 6162.375488
	Iteration 81Q: 3 clusters Score -3.073548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 242086 members 
Entering Unmasked Estep 
Score: -30735480.000000 Penalty: 6162.375488
	Iteration 82Q: 3 clusters Score -3.073548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 242098 members 
Entering Unmasked Estep 
Score: -30735464.000000 Penalty: 6162.375488
	Iteration 83Q: 3 clusters Score -3.073546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 242115 members 
Entering Unmasked Estep 
Score: -30735490.000000 Penalty: 6162.375488
	Iteration 84Q: 3 clusters Score -3.073549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 242129 members 
Entering Unmasked Estep 
Score: -30735474.000000 Penalty: 6162.375488
	Iteration 85Q: 3 clusters Score -3.073547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 242139 members 
Entering Unmasked Estep 
Score: -30735464.000000 Penalty: 6162.375488
	Iteration 86Q: 3 clusters Score -3.073546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 242146 members 
Entering Unmasked Estep 
Score: -30735464.000000 Penalty: 6162.375488
	Iteration 87Q: 3 clusters Score -3.073546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 242157 members 
Entering Unmasked Estep 
Score: -30735438.000000 Penalty: 6162.375488
	Iteration 88Q: 3 clusters Score -3.073544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 242169 members 
Entering Unmasked Estep 
Score: -30735426.000000 Penalty: 6162.375488
	Iteration 89Q: 3 clusters Score -3.073543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 242182 members 
Entering Unmasked Estep 
Score: -30735422.000000 Penalty: 6162.375488
	Iteration 90Q: 3 clusters Score -3.073542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 242191 members 
Entering Unmasked Estep 
Score: -30735434.000000 Penalty: 6162.375488
	Iteration 91Q: 3 clusters Score -3.073543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 242202 members 
Entering Unmasked Estep 
Score: -30735416.000000 Penalty: 6162.375488
	Iteration 92Q: 3 clusters Score -3.073542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 242219 members 
Entering Unmasked Estep 
Score: -30735410.000000 Penalty: 6162.375488
	Iteration 93Q: 3 clusters Score -3.073541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 242230 members 
Entering Unmasked Estep 
Score: -30735398.000000 Penalty: 6162.375488
	Iteration 94Q: 3 clusters Score -3.07354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 242239 members 
Entering Unmasked Estep 
Score: -30735424.000000 Penalty: 6162.375488
	Iteration 95Q: 3 clusters Score -3.073542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 242246 members 
Entering Unmasked Estep 
Score: -30735398.000000 Penalty: 6162.375488
	Iteration 96Q: 3 clusters Score -3.07354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 242249 members 
Entering Unmasked Estep 
Score: -30735410.000000 Penalty: 6162.375488
	Iteration 97Q: 3 clusters Score -3.073541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 242253 members 
Entering Unmasked Estep 
Score: -30735412.000000 Penalty: 6162.375488
	Iteration 98Q: 3 clusters Score -3.073541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 242259 members 
Entering Unmasked Estep 
Score: -30735390.000000 Penalty: 6162.375488
	Iteration 99Q: 3 clusters Score -3.073539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 242270 members 
Entering Unmasked Estep 
Score: -30735400.000000 Penalty: 6162.375488
	Iteration 100F: 3 clusters Score -3.07354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 242282 members 
Entering Unmasked Estep 
Score: -30735418.000000 Penalty: 6162.375488
	Iteration 101Q: 3 clusters Score -3.073542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 242293 members 
Entering Unmasked Estep 
Score: -30735428.000000 Penalty: 6162.375488
	Iteration 102Q: 3 clusters Score -3.073543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 242305 members 
Entering Unmasked Estep 
Score: -30735432.000000 Penalty: 6162.375488
	Iteration 103Q: 3 clusters Score -3.073543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 242325 members 
Entering Unmasked Estep 
Score: -30735438.000000 Penalty: 6162.375488
	Iteration 104Q: 3 clusters Score -3.073544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 242345 members 
Entering Unmasked Estep 
Score: -30735414.000000 Penalty: 6162.375488
	Iteration 105Q: 3 clusters Score -3.073541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 242366 members 
Entering Unmasked Estep 
Score: -30735420.000000 Penalty: 6162.375488
	Iteration 106Q: 3 clusters Score -3.073542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 242387 members 
Entering Unmasked Estep 
Score: -30735438.000000 Penalty: 6162.375488
	Iteration 107Q: 3 clusters Score -3.073544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 242402 members 
Entering Unmasked Estep 
Score: -30735442.000000 Penalty: 6162.375488
	Iteration 108Q: 3 clusters Score -3.073544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 242418 members 
Entering Unmasked Estep 
Score: -30735424.000000 Penalty: 6162.375488
	Iteration 109Q: 3 clusters Score -3.073542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 242431 members 
Entering Unmasked Estep 
Score: -30735442.000000 Penalty: 6162.375488
	Iteration 110Q: 3 clusters Score -3.073544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 242448 members 
Entering Unmasked Estep 
Score: -30735440.000000 Penalty: 6162.375488
	Iteration 111Q: 3 clusters Score -3.073544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 242460 members 
Entering Unmasked Estep 
Score: -30735410.000000 Penalty: 6162.375488
	Iteration 112Q: 3 clusters Score -3.073541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 242473 members 
Entering Unmasked Estep 
Score: -30735410.000000 Penalty: 6162.375488
	Iteration 113Q: 3 clusters Score -3.073541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 242493 members 
Entering Unmasked Estep 
Score: -30735408.000000 Penalty: 6162.375488
	Iteration 114Q: 3 clusters Score -3.073541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 242514 members 
Entering Unmasked Estep 
Score: -30735386.000000 Penalty: 6162.375488
	Iteration 115Q: 3 clusters Score -3.073539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 242529 members 
Entering Unmasked Estep 
Score: -30735350.000000 Penalty: 6162.375488
	Iteration 116Q: 3 clusters Score -3.073535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 242548 members 
Entering Unmasked Estep 
Score: -30735368.000000 Penalty: 6162.375488
	Iteration 117Q: 3 clusters Score -3.073537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 242568 members 
Entering Unmasked Estep 
Score: -30735322.000000 Penalty: 6162.375488
	Iteration 118Q: 3 clusters Score -3.073532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 242578 members 
Entering Unmasked Estep 
Score: -30735322.000000 Penalty: 6162.375488
	Iteration 119Q: 3 clusters Score -3.073532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 242590 members 
Entering Unmasked Estep 
Score: -30735322.000000 Penalty: 6162.375488
	Iteration 120F: 3 clusters Score -3.073532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 242599 members 
Entering Unmasked Estep 
Score: -30735314.000000 Penalty: 6162.375488
	Iteration 121Q: 3 clusters Score -3.073531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 242606 members 
Entering Unmasked Estep 
Score: -30735332.000000 Penalty: 6162.375488
	Iteration 122Q: 3 clusters Score -3.073533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 242614 members 
Entering Unmasked Estep 
Score: -30735342.000000 Penalty: 6162.375488
	Iteration 123Q: 3 clusters Score -3.073534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 242622 members 
Entering Unmasked Estep 
Score: -30735352.000000 Penalty: 6162.375488
	Iteration 124Q: 3 clusters Score -3.073535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 242630 members 
Entering Unmasked Estep 
Score: -30735330.000000 Penalty: 6162.375488
	Iteration 125Q: 3 clusters Score -3.073533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 242637 members 
Entering Unmasked Estep 
Score: -30735326.000000 Penalty: 6162.375488
	Iteration 126Q: 3 clusters Score -3.073533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 242645 members 
Entering Unmasked Estep 
Score: -30735338.000000 Penalty: 6162.375488
	Iteration 127Q: 3 clusters Score -3.073534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 242657 members 
Entering Unmasked Estep 
Score: -30735340.000000 Penalty: 6162.375488
	Iteration 128Q: 3 clusters Score -3.073534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 242670 members 
Entering Unmasked Estep 
Score: -30735360.000000 Penalty: 6162.375488
	Iteration 129Q: 3 clusters Score -3.073536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 242682 members 
Entering Unmasked Estep 
Score: -30735346.000000 Penalty: 6162.375488
	Iteration 130Q: 3 clusters Score -3.073535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 242691 members 
Entering Unmasked Estep 
Score: -30735326.000000 Penalty: 6162.375488
	Iteration 131Q: 3 clusters Score -3.073533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 242700 members 
Entering Unmasked Estep 
Score: -30735340.000000 Penalty: 6162.375488
	Iteration 132Q: 3 clusters Score -3.073534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 242706 members 
Entering Unmasked Estep 
Score: -30735326.000000 Penalty: 6162.375488
	Iteration 133Q: 3 clusters Score -3.073533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 242713 members 
Entering Unmasked Estep 
Score: -30735312.000000 Penalty: 6162.375488
	Iteration 134Q: 3 clusters Score -3.073531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 242722 members 
Entering Unmasked Estep 
Score: -30735328.000000 Penalty: 6162.375488
	Iteration 135Q: 3 clusters Score -3.073533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 242728 members 
Entering Unmasked Estep 
Score: -30735334.000000 Penalty: 6162.375488
	Iteration 136Q: 3 clusters Score -3.073533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 242736 members 
Entering Unmasked Estep 
Score: -30735320.000000 Penalty: 6162.375488
	Iteration 137Q: 3 clusters Score -3.073532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 242747 members 
Entering Unmasked Estep 
Score: -30735314.000000 Penalty: 6162.375488
	Iteration 138Q: 3 clusters Score -3.073531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 242757 members 
Entering Unmasked Estep 
Score: -30735318.000000 Penalty: 6162.375488
	Iteration 139Q: 3 clusters Score -3.073532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 242764 members 
Entering Unmasked Estep 
Score: -30735316.000000 Penalty: 6162.375488
	Iteration 140F: 3 clusters Score -3.073532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 242769 members 
Entering Unmasked Estep 
Score: -30735300.000000 Penalty: 6162.375488
	Iteration 141Q: 3 clusters Score -3.07353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 242772 members 
Entering Unmasked Estep 
Score: -30735300.000000 Penalty: 6162.375488
	Iteration 142Q: 3 clusters Score -3.07353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 242775 members 
Entering Unmasked Estep 
Score: -30735290.000000 Penalty: 6162.375488
	Iteration 143Q: 3 clusters Score -3.073529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 242776 members 
Entering Unmasked Estep 
Score: -30735296.000000 Penalty: 6162.375488
	Iteration 144Q: 3 clusters Score -3.07353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 242777 members 
Entering Unmasked Estep 
Score: -30735290.000000 Penalty: 6162.375488
	Iteration 145Q: 3 clusters Score -3.073529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 242780 members 
Entering Unmasked Estep 
Score: -30735284.000000 Penalty: 6162.375488
	Iteration 146Q: 3 clusters Score -3.073528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 242782 members 
Entering Unmasked Estep 
Score: -30735288.000000 Penalty: 6162.375488
	Iteration 147Q: 3 clusters Score -3.073529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 242784 members 
Entering Unmasked Estep 
Score: -30735286.000000 Penalty: 6162.375488
	Iteration 148Q: 3 clusters Score -3.073529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 242785 members 
Entering Unmasked Estep 
Score: -30735284.000000 Penalty: 6162.375488
	Iteration 149Q: 3 clusters Score -3.073528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 242785 members 
Entering Unmasked Estep 
Score: -30735290.000000 Penalty: 6162.375488
	Iteration 150Q: 3 clusters Score -3.073529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 242788 members 
Entering Unmasked Estep 
Score: -30735278.000000 Penalty: 6162.375488
	Iteration 151Q: 3 clusters Score -3.073528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 242793 members 
Entering Unmasked Estep 
Score: -30735300.000000 Penalty: 6162.375488
	Iteration 152Q: 3 clusters Score -3.07353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 242796 members 
Entering Unmasked Estep 
Score: -30735278.000000 Penalty: 6162.375488
	Iteration 153Q: 3 clusters Score -3.073528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 242797 members 
Entering Unmasked Estep 
Score: -30735278.000000 Penalty: 6162.375488
	Iteration 154Q: 3 clusters Score -3.073528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 242797 members 
Entering Unmasked Estep 
Score: -30735278.000000 Penalty: 6162.375488
	Iteration 155F: 3 clusters Score -3.073528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -898452.375000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -898452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -892398.625000 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -892398.6 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -894174.687500 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -894174.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -894535.687500 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -894535.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -894818.375000 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -894818.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -895092.500000 Penalty: 4426.497559
	Iteration 4F: 3 clusters Score -895092.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -895393.250000 Penalty: 4426.497559
	Iteration 5F: 3 clusters Score -895393.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -895784.687500 Penalty: 4426.497559
	Iteration 6F: 3 clusters Score -895784.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -896274.187500 Penalty: 4426.497559
	Iteration 7F: 3 clusters Score -896274.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -896792.937500 Penalty: 4426.497559
	Iteration 8F: 3 clusters Score -896792.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -897206.875000 Penalty: 4426.497559
	Iteration 9F: 3 clusters Score -897206.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -897481.937500 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -897481.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -897630.250000 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -897630.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -897725.375000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -897725.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -897802.812500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -897802.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -897852.687500 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -897852.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -897888.312500 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -897888.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -897914.500000 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -897914.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -897940.750000 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -897940.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -897972.625000 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -897972.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -898001.875000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -898001.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -898020.812500 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -898020.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -898034.750000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -898034.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -898039.562500 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -898039.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -898046.750000 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -898046.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -898049.375000 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -898049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -898051.750000 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -898051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -898054.000000 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -898054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -898053.625000 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -898053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -898055.250000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -898055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -898056.375000 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -898056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -898055.937500 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -898055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -898059.125000 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -898059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -898057.937500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -898057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -898059.812500 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -898059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -898059.687500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -898059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -898060.875000 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -898060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -898062.437500 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -898062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -898062.625000 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -898062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -898064.187500 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -898064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -898066.687500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -898066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -898067.437500 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -898067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -898067.562500 Penalty: 4426.497559
	Iteration 41Q: 3 clusters Score -898067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -898067.562500 Penalty: 4426.497559
	Iteration 42Q: 3 clusters Score -898067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -898067.187500 Penalty: 4426.497559
	Iteration 43Q: 3 clusters Score -898067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -898067.187500 Penalty: 4426.497559
	Iteration 44F: 3 clusters Score -898067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -931967.562500 Penalty: 2235.069336
	Iteration 0F: 2 clusters Score -931967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -925436.062500 Penalty: 4470.138672
	Iteration 0F: 3 clusters Score -925436.1 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -927233.125000 Penalty: 4470.138672
	Iteration 1F: 3 clusters Score -927233.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -927623.437500 Penalty: 4470.138672
	Iteration 2F: 3 clusters Score -927623.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -927965.625000 Penalty: 4470.138672
	Iteration 3F: 3 clusters Score -927965.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -928237.625000 Penalty: 4470.138672
	Iteration 4F: 3 clusters Score -928237.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -928484.062500 Penalty: 4470.138672
	Iteration 5Q: 3 clusters Score -928484.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -928734.312500 Penalty: 4470.138672
	Iteration 6Q: 3 clusters Score -928734.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -928943.125000 Penalty: 4470.138672
	Iteration 7Q: 3 clusters Score -928943.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -929134.437500 Penalty: 4470.138672
	Iteration 8Q: 3 clusters Score -929134.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -929316.250000 Penalty: 4470.138672
	Iteration 9Q: 3 clusters Score -929316.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -929484.125000 Penalty: 4470.138672
	Iteration 10Q: 3 clusters Score -929484.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -929640.500000 Penalty: 4470.138672
	Iteration 11Q: 3 clusters Score -929640.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -929750.125000 Penalty: 4470.138672
	Iteration 12Q: 3 clusters Score -929750.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -929844.687500 Penalty: 4470.138672
	Iteration 13Q: 3 clusters Score -929844.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -929910.500000 Penalty: 4470.138672
	Iteration 14Q: 3 clusters Score -929910.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -929955.375000 Penalty: 4470.138672
	Iteration 15Q: 3 clusters Score -929955.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -929993.437500 Penalty: 4470.138672
	Iteration 16Q: 3 clusters Score -929993.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -930026.000000 Penalty: 4470.138672
	Iteration 17Q: 3 clusters Score -930026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -930060.500000 Penalty: 4470.138672
	Iteration 18Q: 3 clusters Score -930060.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -930082.687500 Penalty: 4470.138672
	Iteration 19Q: 3 clusters Score -930082.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -930111.812500 Penalty: 4470.138672
	Iteration 20F: 3 clusters Score -930111.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -930143.437500 Penalty: 4470.138672
	Iteration 21Q: 3 clusters Score -930143.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -930170.500000 Penalty: 4470.138672
	Iteration 22Q: 3 clusters Score -930170.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -930188.500000 Penalty: 4470.138672
	Iteration 23Q: 3 clusters Score -930188.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -930206.312500 Penalty: 4470.138672
	Iteration 24Q: 3 clusters Score -930206.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -930217.500000 Penalty: 4470.138672
	Iteration 25Q: 3 clusters Score -930217.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -930226.000000 Penalty: 4470.138672
	Iteration 26Q: 3 clusters Score -930226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -930232.750000 Penalty: 4470.138672
	Iteration 27Q: 3 clusters Score -930232.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -930239.687500 Penalty: 4470.138672
	Iteration 28Q: 3 clusters Score -930239.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -930253.312500 Penalty: 4470.138672
	Iteration 29Q: 3 clusters Score -930253.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -930265.000000 Penalty: 4470.138672
	Iteration 30Q: 3 clusters Score -930265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -930273.312500 Penalty: 4470.138672
	Iteration 31Q: 3 clusters Score -930273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -930279.500000 Penalty: 4470.138672
	Iteration 32Q: 3 clusters Score -930279.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -930283.312500 Penalty: 4470.138672
	Iteration 33Q: 3 clusters Score -930283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -930285.812500 Penalty: 4470.138672
	Iteration 34Q: 3 clusters Score -930285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -930288.937500 Penalty: 4470.138672
	Iteration 35Q: 3 clusters Score -930288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -930290.812500 Penalty: 4470.138672
	Iteration 36Q: 3 clusters Score -930290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -930292.812500 Penalty: 4470.138672
	Iteration 37Q: 3 clusters Score -930292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -930295.000000 Penalty: 4470.138672
	Iteration 38Q: 3 clusters Score -930295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -930299.375000 Penalty: 4470.138672
	Iteration 39Q: 3 clusters Score -930299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -930302.500000 Penalty: 4470.138672
	Iteration 40F: 3 clusters Score -930302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -930302.062500 Penalty: 4470.138672
	Iteration 41Q: 3 clusters Score -930302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -930303.750000 Penalty: 4470.138672
	Iteration 42Q: 3 clusters Score -930303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -930307.812500 Penalty: 4470.138672
	Iteration 43Q: 3 clusters Score -930307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -930307.687500 Penalty: 4470.138672
	Iteration 44Q: 3 clusters Score -930307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -930307.687500 Penalty: 4470.138672
	Iteration 45F: 3 clusters Score -930307.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (71925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Entering Unmasked Estep 
Score: -8833494.000000 Penalty: 2773.478027
	Iteration 0F: 2 clusters Score -8833494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -8785301.000000 Penalty: 5546.956055
	Iteration 0F: 3 clusters Score -8785301 nChanged 33684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8804396.000000 Penalty: 5546.956055
	Iteration 1F: 3 clusters Score -8804396 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -8805277.000000 Penalty: 5546.956055
	Iteration 2Q: 3 clusters Score -8805277 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -8806200.000000 Penalty: 5546.956055
	Iteration 3Q: 3 clusters Score -8806200 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -8807515.000000 Penalty: 5546.956055
	Iteration 4Q: 3 clusters Score -8807515 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -8809854.000000 Penalty: 5546.956055
	Iteration 5Q: 3 clusters Score -8809854 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -8814561.000000 Penalty: 5546.956055
	Iteration 6F: 3 clusters Score -8814561 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8823718.000000 Penalty: 5546.956055
	Iteration 7F: 3 clusters Score -8823718 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -8835843.000000 Penalty: 5546.956055
	Iteration 8F: 3 clusters Score -8835843 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -8845569.000000 Penalty: 5546.956055
	Iteration 9F: 3 clusters Score -8845569 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -8851328.000000 Penalty: 5546.956055
	Iteration 10F: 3 clusters Score -8851328 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -8854050.000000 Penalty: 5546.956055
	Iteration 11Q: 3 clusters Score -8854050 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -8854911.000000 Penalty: 5546.956055
	Iteration 12Q: 3 clusters Score -8854911 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -8855233.000000 Penalty: 5546.956055
	Iteration 13Q: 3 clusters Score -8855233 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -8855358.000000 Penalty: 5546.956055
	Iteration 14Q: 3 clusters Score -8855358 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -8855399.000000 Penalty: 5546.956055
	Iteration 15Q: 3 clusters Score -8855399 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -8855419.000000 Penalty: 5546.956055
	Iteration 16Q: 3 clusters Score -8855419 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -8855406.000000 Penalty: 5546.956055
	Iteration 17Q: 3 clusters Score -8855406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -8855411.000000 Penalty: 5546.956055
	Iteration 18Q: 3 clusters Score -8855411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -8855418.000000 Penalty: 5546.956055
	Iteration 19Q: 3 clusters Score -8855418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -8855433.000000 Penalty: 5546.956055
	Iteration 20F: 3 clusters Score -8855433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -8855432.000000 Penalty: 5546.956055
	Iteration 21Q: 3 clusters Score -8855432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -8855431.000000 Penalty: 5546.956055
	Iteration 22Q: 3 clusters Score -8855431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -8855428.000000 Penalty: 5546.956055
	Iteration 23Q: 3 clusters Score -8855428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -8855429.000000 Penalty: 5546.956055
	Iteration 24Q: 3 clusters Score -8855429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -8855429.000000 Penalty: 5546.956055
	Iteration 25F: 3 clusters Score -8855429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 248735 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 205801 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 46454 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 170521 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 21 contains 65366 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 9966 members 
Entering Unmasked Estep 
Score: -124135832.000000 Penalty: 75568.484375
Splitting cluster 5 changes total score from -124113624.000000 to -124135832.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (13721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Entering Unmasked Estep 
Score: -1618856.125000 Penalty: 2362.617432
	Iteration 0F: 2 clusters Score -1618856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1608865.000000 Penalty: 4725.234863
	Iteration 0F: 3 clusters Score -1608865 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1612406.125000 Penalty: 4725.234863
	Iteration 1F: 3 clusters Score -1612406 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1613288.000000 Penalty: 4725.234863
	Iteration 2F: 3 clusters Score -1613288 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1614209.125000 Penalty: 4725.234863
	Iteration 3F: 3 clusters Score -1614209 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1615012.000000 Penalty: 4725.234863
	Iteration 4F: 3 clusters Score -1615012 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1615653.875000 Penalty: 4725.234863
	Iteration 5F: 3 clusters Score -1615654 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1616185.750000 Penalty: 4725.234863
	Iteration 6F: 3 clusters Score -1616186 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1616555.250000 Penalty: 4725.234863
	Iteration 7Q: 3 clusters Score -1616555 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1616809.125000 Penalty: 4725.234863
	Iteration 8Q: 3 clusters Score -1616809 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1617002.875000 Penalty: 4725.234863
	Iteration 9Q: 3 clusters Score -1617003 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1617157.000000 Penalty: 4725.234863
	Iteration 10Q: 3 clusters Score -1617157 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1617286.125000 Penalty: 4725.234863
	Iteration 11Q: 3 clusters Score -1617286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1617411.000000 Penalty: 4725.234863
	Iteration 12Q: 3 clusters Score -1617411 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1617515.250000 Penalty: 4725.234863
	Iteration 13Q: 3 clusters Score -1617515 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1617588.125000 Penalty: 4725.234863
	Iteration 14Q: 3 clusters Score -1617588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1617649.625000 Penalty: 4725.234863
	Iteration 15Q: 3 clusters Score -1617650 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1617706.625000 Penalty: 4725.234863
	Iteration 16Q: 3 clusters Score -1617707 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1617741.750000 Penalty: 4725.234863
	Iteration 17Q: 3 clusters Score -1617742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1617771.000000 Penalty: 4725.234863
	Iteration 18Q: 3 clusters Score -1617771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1617793.250000 Penalty: 4725.234863
	Iteration 19Q: 3 clusters Score -1617793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1617811.625000 Penalty: 4725.234863
	Iteration 20F: 3 clusters Score -1617812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1617821.500000 Penalty: 4725.234863
	Iteration 21Q: 3 clusters Score -1617822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1617836.250000 Penalty: 4725.234863
	Iteration 22Q: 3 clusters Score -1617836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1617846.625000 Penalty: 4725.234863
	Iteration 23Q: 3 clusters Score -1617847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1617853.125000 Penalty: 4725.234863
	Iteration 24Q: 3 clusters Score -1617853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1617852.000000 Penalty: 4725.234863
	Iteration 25Q: 3 clusters Score -1617852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1617854.500000 Penalty: 4725.234863
	Iteration 26Q: 3 clusters Score -1617854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1617859.375000 Penalty: 4725.234863
	Iteration 27Q: 3 clusters Score -1617859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1617864.875000 Penalty: 4725.234863
	Iteration 28Q: 3 clusters Score -1617865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1617868.500000 Penalty: 4725.234863
	Iteration 29Q: 3 clusters Score -1617868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1617872.375000 Penalty: 4725.234863
	Iteration 30Q: 3 clusters Score -1617872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1617874.375000 Penalty: 4725.234863
	Iteration 31Q: 3 clusters Score -1617874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1617877.500000 Penalty: 4725.234863
	Iteration 32Q: 3 clusters Score -1617878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1617877.875000 Penalty: 4725.234863
	Iteration 33Q: 3 clusters Score -1617878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1617881.500000 Penalty: 4725.234863
	Iteration 34Q: 3 clusters Score -1617882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1617881.125000 Penalty: 4725.234863
	Iteration 35Q: 3 clusters Score -1617881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1617882.375000 Penalty: 4725.234863
	Iteration 36Q: 3 clusters Score -1617882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1617885.875000 Penalty: 4725.234863
	Iteration 37Q: 3 clusters Score -1617886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1617888.125000 Penalty: 4725.234863
	Iteration 38Q: 3 clusters Score -1617888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1617886.875000 Penalty: 4725.234863
	Iteration 39Q: 3 clusters Score -1617887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1617888.000000 Penalty: 4725.234863
	Iteration 40F: 3 clusters Score -1617888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1617888.500000 Penalty: 4725.234863
	Iteration 41Q: 3 clusters Score -1617888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1617888.500000 Penalty: 4725.234863
	Iteration 42F: 3 clusters Score -1617888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Entering Unmasked Estep 
Score: -4613072.000000 Penalty: 2624.255127
	Iteration 0F: 2 clusters Score -4613072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4586405.000000 Penalty: 5248.510254
	Iteration 0F: 3 clusters Score -4586405 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4596483.000000 Penalty: 5248.510254
	Iteration 1F: 3 clusters Score -4596483 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4597538.000000 Penalty: 5248.510254
	Iteration 2F: 3 clusters Score -4597538 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4599038.500000 Penalty: 5248.510254
	Iteration 3F: 3 clusters Score -4599038 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4601028.000000 Penalty: 5248.510254
	Iteration 4F: 3 clusters Score -4601028 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4603229.500000 Penalty: 5248.510254
	Iteration 5F: 3 clusters Score -4603230 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4605303.500000 Penalty: 5248.510254
	Iteration 6F: 3 clusters Score -4605304 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4607042.000000 Penalty: 5248.510254
	Iteration 7F: 3 clusters Score -4607042 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4608263.500000 Penalty: 5248.510254
	Iteration 8Q: 3 clusters Score -4608264 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4609106.500000 Penalty: 5248.510254
	Iteration 9Q: 3 clusters Score -4609106 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -4609680.000000 Penalty: 5248.510254
	Iteration 10Q: 3 clusters Score -4609680 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4610048.500000 Penalty: 5248.510254
	Iteration 11Q: 3 clusters Score -4610048 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4610309.000000 Penalty: 5248.510254
	Iteration 12Q: 3 clusters Score -4610309 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4610536.000000 Penalty: 5248.510254
	Iteration 13Q: 3 clusters Score -4610536 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4610721.500000 Penalty: 5248.510254
	Iteration 14Q: 3 clusters Score -4610722 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4610849.500000 Penalty: 5248.510254
	Iteration 15Q: 3 clusters Score -4610850 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4610945.500000 Penalty: 5248.510254
	Iteration 16Q: 3 clusters Score -4610946 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4611037.500000 Penalty: 5248.510254
	Iteration 17Q: 3 clusters Score -4611038 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4611093.000000 Penalty: 5248.510254
	Iteration 18Q: 3 clusters Score -4611093 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -4611128.500000 Penalty: 5248.510254
	Iteration 19Q: 3 clusters Score -4611128 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4611175.500000 Penalty: 5248.510254
	Iteration 20F: 3 clusters Score -4611176 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -4611200.500000 Penalty: 5248.510254
	Iteration 21Q: 3 clusters Score -4611200 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4611239.500000 Penalty: 5248.510254
	Iteration 22Q: 3 clusters Score -4611240 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -4611270.500000 Penalty: 5248.510254
	Iteration 23Q: 3 clusters Score -4611270 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4611279.000000 Penalty: 5248.510254
	Iteration 24Q: 3 clusters Score -4611279 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4611294 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4611313.500000 Penalty: 5248.510254
	Iteration 26Q: 3 clusters Score -4611314 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4611327 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -4611344.500000 Penalty: 5248.510254
	Iteration 28Q: 3 clusters Score -4611344 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4611367.500000 Penalty: 5248.510254
	Iteration 29Q: 3 clusters Score -4611368 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -4611381.500000 Penalty: 5248.510254
	Iteration 30Q: 3 clusters Score -4611382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -4611405.000000 Penalty: 5248.510254
	Iteration 31Q: 3 clusters Score -4611405 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4611434.000000 Penalty: 5248.510254
	Iteration 32Q: 3 clusters Score -4611434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4611439.500000 Penalty: 5248.510254
	Iteration 33Q: 3 clusters Score -4611440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -4611454.500000 Penalty: 5248.510254
	Iteration 34Q: 3 clusters Score -4611454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4611454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4611459.500000 Penalty: 5248.510254
	Iteration 36Q: 3 clusters Score -4611460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4611470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4611489.500000 Penalty: 5248.510254
	Iteration 38Q: 3 clusters Score -4611490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -4611514.500000 Penalty: 5248.510254
	Iteration 39Q: 3 clusters Score -4611514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4611524.000000 Penalty: 5248.510254
	Iteration 40F: 3 clusters Score -4611524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -4611547.500000 Penalty: 5248.510254
	Iteration 41Q: 3 clusters Score -4611548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4611556.500000 Penalty: 5248.510254
	Iteration 42Q: 3 clusters Score -4611556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4611561.000000 Penalty: 5248.510254
	Iteration 43Q: 3 clusters Score -4611561 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4611566.500000 Penalty: 5248.510254
	Iteration 44Q: 3 clusters Score -4611566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4611597.500000 Penalty: 5248.510254
	Iteration 45Q: 3 clusters Score -4611598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4611621.000000 Penalty: 5248.510254
	Iteration 46Q: 3 clusters Score -4611621 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4611660.500000 Penalty: 5248.510254
	Iteration 47Q: 3 clusters Score -4611660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4611660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4611668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -4611671.000000 Penalty: 5248.510254
	Iteration 50Q: 3 clusters Score -4611671 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4611688 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4611692.000000 Penalty: 5248.510254
	Iteration 52Q: 3 clusters Score -4611692 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -4611691.000000 Penalty: 5248.510254
	Iteration 53Q: 3 clusters Score -4611691 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4611700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4611717.500000 Penalty: 5248.510254
	Iteration 55Q: 3 clusters Score -4611718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4611734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -4611753.500000 Penalty: 5248.510254
	Iteration 57Q: 3 clusters Score -4611754 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4611768 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4611797.000000 Penalty: 5248.510254
	Iteration 59Q: 3 clusters Score -4611797 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4611800.500000 Penalty: 5248.510254
	Iteration 60F: 3 clusters Score -4611800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4611820.500000 Penalty: 5248.510254
	Iteration 61Q: 3 clusters Score -4611820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4611840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4611842.500000 Penalty: 5248.510254
	Iteration 63Q: 3 clusters Score -4611842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4611858.500000 Penalty: 5248.510254
	Iteration 64Q: 3 clusters Score -4611858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4611855.500000 Penalty: 5248.510254
	Iteration 65Q: 3 clusters Score -4611856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4611868 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4611868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4611872.500000 Penalty: 5248.510254
	Iteration 68Q: 3 clusters Score -4611872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4611868 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4611879.500000 Penalty: 5248.510254
	Iteration 70Q: 3 clusters Score -4611880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4611886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -4611904.500000 Penalty: 5248.510254
	Iteration 72Q: 3 clusters Score -4611904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4611916.500000 Penalty: 5248.510254
	Iteration 73Q: 3 clusters Score -4611916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4611918.000000 Penalty: 5248.510254
	Iteration 74Q: 3 clusters Score -4611918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4611921.000000 Penalty: 5248.510254
	Iteration 75Q: 3 clusters Score -4611921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4611934.000000 Penalty: 5248.510254
	Iteration 76Q: 3 clusters Score -4611934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4611928.000000 Penalty: 5248.510254
	Iteration 77Q: 3 clusters Score -4611928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4611929.000000 Penalty: 5248.510254
	Iteration 78Q: 3 clusters Score -4611929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4611925.500000 Penalty: 5248.510254
	Iteration 79Q: 3 clusters Score -4611926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4611929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4611924.000000 Penalty: 5248.510254
	Iteration 81Q: 3 clusters Score -4611924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4611942.500000 Penalty: 5248.510254
	Iteration 82Q: 3 clusters Score -4611942 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4611957.000000 Penalty: 5248.510254
	Iteration 83Q: 3 clusters Score -4611957 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4611965.000000 Penalty: 5248.510254
	Iteration 84Q: 3 clusters Score -4611965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4611966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4611973.500000 Penalty: 5248.510254
	Iteration 86Q: 3 clusters Score -4611974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4611964.500000 Penalty: 5248.510254
	Iteration 87Q: 3 clusters Score -4611964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4611983.000000 Penalty: 5248.510254
	Iteration 88Q: 3 clusters Score -4611983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4611980.000000 Penalty: 5248.510254
	Iteration 89Q: 3 clusters Score -4611980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4611984.500000 Penalty: 5248.510254
	Iteration 90Q: 3 clusters Score -4611984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4611987.500000 Penalty: 5248.510254
	Iteration 91Q: 3 clusters Score -4611988 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4611985.000000 Penalty: 5248.510254
	Iteration 92Q: 3 clusters Score -4611985 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4612000.500000 Penalty: 5248.510254
	Iteration 93Q: 3 clusters Score -4612000 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4612022.500000 Penalty: 5248.510254
	Iteration 94Q: 3 clusters Score -4612022 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4612025.000000 Penalty: 5248.510254
	Iteration 95Q: 3 clusters Score -4612025 nChanged 62
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Mstep: Class 1 contains 8225 members 
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Entering Unmasked Estep 
Score: -4612045.500000 Penalty: 5248.510254
	Iteration 96Q: 3 clusters Score -4612046 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4612056.000000 Penalty: 5248.510254
	Iteration 97Q: 3 clusters Score -4612056 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4612050.000000 Penalty: 5248.510254
	Iteration 98Q: 3 clusters Score -4612050 nChanged 47
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Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4612066.500000 Penalty: 5248.510254
	Iteration 99Q: 3 clusters Score -4612066 nChanged 42
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Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4612071.500000 Penalty: 5248.510254
	Iteration 100F: 3 clusters Score -4612072 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4612074.000000 Penalty: 5248.510254
	Iteration 101Q: 3 clusters Score -4612074 nChanged 23
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Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4612066 nChanged 23
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Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4612056.500000 Penalty: 5248.510254
	Iteration 103Q: 3 clusters Score -4612056 nChanged 23
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Mstep: Class 1 contains 7944 members 
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Entering Unmasked Estep 
Score: -4612063.000000 Penalty: 5248.510254
	Iteration 104Q: 3 clusters Score -4612063 nChanged 19
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Mstep: Class 1 contains 7925 members 
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	Iteration 105Q: 3 clusters Score -4612063 nChanged 20
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Mstep: Class 1 contains 7905 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4612066 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4612064 nChanged 17
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4612058.000000 Penalty: 5248.510254
	Iteration 108Q: 3 clusters Score -4612058 nChanged 11
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Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4612061 nChanged 8
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Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4612067 nChanged 3
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Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4612064 nChanged 2
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Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4612064 nChanged 2
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Mstep: Class 1 contains 7853 members 
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Entering Unmasked Estep 
Score: -4612068.500000 Penalty: 5248.510254
	Iteration 113Q: 3 clusters Score -4612068 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4612072 nChanged 2
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4612074 nChanged 2
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4612072 nChanged 4
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4612072 nChanged 3
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Entering Unmasked Estep 
Score: -4612070.500000 Penalty: 5248.510254
	Iteration 118Q: 3 clusters Score -4612070 nChanged 4
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Entering Unmasked Estep 
Score: -4612064.500000 Penalty: 5248.510254
	Iteration 119Q: 3 clusters Score -4612064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4612069.000000 Penalty: 5248.510254
	Iteration 120F: 3 clusters Score -4612069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4612070.500000 Penalty: 5248.510254
	Iteration 121Q: 3 clusters Score -4612070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4612073.500000 Penalty: 5248.510254
	Iteration 122Q: 3 clusters Score -4612074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4612073.500000 Penalty: 5248.510254
	Iteration 123F: 3 clusters Score -4612074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Entering Unmasked Estep 
Score: -1172985.750000 Penalty: 2278.647461
	Iteration 0F: 2 clusters Score -1172986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1165471.375000 Penalty: 4557.294922
	Iteration 0F: 3 clusters Score -1165471 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1167567.750000 Penalty: 4557.294922
	Iteration 1F: 3 clusters Score -1167568 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1167878.625000 Penalty: 4557.294922
	Iteration 2F: 3 clusters Score -1167879 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1168104.625000 Penalty: 4557.294922
	Iteration 3F: 3 clusters Score -1168105 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1168277.125000 Penalty: 4557.294922
	Iteration 4Q: 3 clusters Score -1168277 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1168418.750000 Penalty: 4557.294922
	Iteration 5Q: 3 clusters Score -1168419 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1168562.875000 Penalty: 4557.294922
	Iteration 6Q: 3 clusters Score -1168563 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1168666.375000 Penalty: 4557.294922
	Iteration 7Q: 3 clusters Score -1168666 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1168747.750000 Penalty: 4557.294922
	Iteration 8Q: 3 clusters Score -1168748 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1168824.375000 Penalty: 4557.294922
	Iteration 9Q: 3 clusters Score -1168824 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1168909.125000 Penalty: 4557.294922
	Iteration 10Q: 3 clusters Score -1168909 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1168994.125000 Penalty: 4557.294922
	Iteration 11Q: 3 clusters Score -1168994 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1169060.000000 Penalty: 4557.294922
	Iteration 12Q: 3 clusters Score -1169060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1169130.375000 Penalty: 4557.294922
	Iteration 13Q: 3 clusters Score -1169130 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1169211.125000 Penalty: 4557.294922
	Iteration 14Q: 3 clusters Score -1169211 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1169308.250000 Penalty: 4557.294922
	Iteration 15Q: 3 clusters Score -1169308 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1169418.125000 Penalty: 4557.294922
	Iteration 16Q: 3 clusters Score -1169418 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1169538.750000 Penalty: 4557.294922
	Iteration 17Q: 3 clusters Score -1169539 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1169659.875000 Penalty: 4557.294922
	Iteration 18Q: 3 clusters Score -1169660 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1169795.375000 Penalty: 4557.294922
	Iteration 19Q: 3 clusters Score -1169795 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1169931.375000 Penalty: 4557.294922
	Iteration 20F: 3 clusters Score -1169931 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1170064.875000 Penalty: 4557.294922
	Iteration 21Q: 3 clusters Score -1170065 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1170182.750000 Penalty: 4557.294922
	Iteration 22Q: 3 clusters Score -1170183 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1170293.125000 Penalty: 4557.294922
	Iteration 23Q: 3 clusters Score -1170293 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1170383.625000 Penalty: 4557.294922
	Iteration 24Q: 3 clusters Score -1170384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1170475.500000 Penalty: 4557.294922
	Iteration 25Q: 3 clusters Score -1170476 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1170574.500000 Penalty: 4557.294922
	Iteration 26Q: 3 clusters Score -1170574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1170657.875000 Penalty: 4557.294922
	Iteration 27Q: 3 clusters Score -1170658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1170725.875000 Penalty: 4557.294922
	Iteration 28Q: 3 clusters Score -1170726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1170789.625000 Penalty: 4557.294922
	Iteration 29Q: 3 clusters Score -1170790 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1170851.000000 Penalty: 4557.294922
	Iteration 30Q: 3 clusters Score -1170851 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1170899.000000 Penalty: 4557.294922
	Iteration 31Q: 3 clusters Score -1170899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1170927.750000 Penalty: 4557.294922
	Iteration 32Q: 3 clusters Score -1170928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1170949.125000 Penalty: 4557.294922
	Iteration 33Q: 3 clusters Score -1170949 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1170967.750000 Penalty: 4557.294922
	Iteration 34Q: 3 clusters Score -1170968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1170990.250000 Penalty: 4557.294922
	Iteration 35Q: 3 clusters Score -1170990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1171014.875000 Penalty: 4557.294922
	Iteration 36Q: 3 clusters Score -1171015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1171040.750000 Penalty: 4557.294922
	Iteration 37Q: 3 clusters Score -1171041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1171071.125000 Penalty: 4557.294922
	Iteration 38Q: 3 clusters Score -1171071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1171092.125000 Penalty: 4557.294922
	Iteration 39Q: 3 clusters Score -1171092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1171112.250000 Penalty: 4557.294922
	Iteration 40F: 3 clusters Score -1171112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1171127.375000 Penalty: 4557.294922
	Iteration 41Q: 3 clusters Score -1171127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1171139.500000 Penalty: 4557.294922
	Iteration 42Q: 3 clusters Score -1171140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1171146.625000 Penalty: 4557.294922
	Iteration 43Q: 3 clusters Score -1171147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1171153.375000 Penalty: 4557.294922
	Iteration 44Q: 3 clusters Score -1171153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1171158.500000 Penalty: 4557.294922
	Iteration 45Q: 3 clusters Score -1171158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1171167.000000 Penalty: 4557.294922
	Iteration 46Q: 3 clusters Score -1171167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1171172.750000 Penalty: 4557.294922
	Iteration 47Q: 3 clusters Score -1171173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1171174.625000 Penalty: 4557.294922
	Iteration 48Q: 3 clusters Score -1171175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1171176.000000 Penalty: 4557.294922
	Iteration 49Q: 3 clusters Score -1171176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1171175.125000 Penalty: 4557.294922
	Iteration 50Q: 3 clusters Score -1171175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1171177.375000 Penalty: 4557.294922
	Iteration 51Q: 3 clusters Score -1171177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1171180.125000 Penalty: 4557.294922
	Iteration 52Q: 3 clusters Score -1171180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1171181.750000 Penalty: 4557.294922
	Iteration 53Q: 3 clusters Score -1171182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1171184.250000 Penalty: 4557.294922
	Iteration 54Q: 3 clusters Score -1171184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1171188.500000 Penalty: 4557.294922
	Iteration 55Q: 3 clusters Score -1171188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1171187.750000 Penalty: 4557.294922
	Iteration 56Q: 3 clusters Score -1171188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1171189.250000 Penalty: 4557.294922
	Iteration 57Q: 3 clusters Score -1171189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1171190.500000 Penalty: 4557.294922
	Iteration 58Q: 3 clusters Score -1171190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1171191.625000 Penalty: 4557.294922
	Iteration 59Q: 3 clusters Score -1171192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1171192.375000 Penalty: 4557.294922
	Iteration 60F: 3 clusters Score -1171192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205801 members 
Entering Unmasked Estep 
Score: -25589380.000000 Penalty: 3034.196777
	Iteration 0F: 2 clusters Score -2.558938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -25465000.000000 Penalty: 6068.393555
	Iteration 0F: 3 clusters Score -2.5465e+07 nChanged 98709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -25522852.000000 Penalty: 6068.393555
	Iteration 1F: 3 clusters Score -2.552285e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -25524798.000000 Penalty: 6068.393555
	Iteration 2Q: 3 clusters Score -2.55248e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -25528448.000000 Penalty: 6068.393555
	Iteration 3Q: 3 clusters Score -2.552845e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128725 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -25534936.000000 Penalty: 6068.393555
	Iteration 4F: 3 clusters Score -2.553494e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -25545242.000000 Penalty: 6068.393555
	Iteration 5F: 3 clusters Score -2.554524e+07 nChanged 16488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -25557760.000000 Penalty: 6068.393555
	Iteration 6F: 3 clusters Score -2.555776e+07 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -25568854.000000 Penalty: 6068.393555
	Iteration 7F: 3 clusters Score -2.556885e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -25576320.000000 Penalty: 6068.393555
	Iteration 8F: 3 clusters Score -2.557632e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190662 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -25581708.000000 Penalty: 6068.393555
	Iteration 9Q: 3 clusters Score -2.558171e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195849 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -25584960.000000 Penalty: 6068.393555
	Iteration 10Q: 3 clusters Score -2.558496e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198189 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -25587522.000000 Penalty: 6068.393555
	Iteration 11Q: 3 clusters Score -2.558752e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198854 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -25588978.000000 Penalty: 6068.393555
	Iteration 12Q: 3 clusters Score -2.558898e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199015 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -25589692.000000 Penalty: 6068.393555
	Iteration 13Q: 3 clusters Score -2.558969e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199121 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -25589904.000000 Penalty: 6068.393555
	Iteration 14Q: 3 clusters Score -2.55899e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199193 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -25589908.000000 Penalty: 6068.393555
	Iteration 15Q: 3 clusters Score -2.558991e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199229 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -25589962.000000 Penalty: 6068.393555
	Iteration 16Q: 3 clusters Score -2.558996e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199232 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -25589988.000000 Penalty: 6068.393555
	Iteration 17Q: 3 clusters Score -2.558999e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199225 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -25589972.000000 Penalty: 6068.393555
	Iteration 18Q: 3 clusters Score -2.558997e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199194 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -25589894.000000 Penalty: 6068.393555
	Iteration 19Q: 3 clusters Score -2.558989e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199169 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -25589820.000000 Penalty: 6068.393555
	Iteration 20F: 3 clusters Score -2.558982e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199134 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -25589794.000000 Penalty: 6068.393555
	Iteration 21Q: 3 clusters Score -2.558979e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199106 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -25589844.000000 Penalty: 6068.393555
	Iteration 22Q: 3 clusters Score -2.558984e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199082 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -25589842.000000 Penalty: 6068.393555
	Iteration 23Q: 3 clusters Score -2.558984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199059 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -25589846.000000 Penalty: 6068.393555
	Iteration 24Q: 3 clusters Score -2.558985e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199040 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -25589882.000000 Penalty: 6068.393555
	Iteration 25Q: 3 clusters Score -2.558988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199025 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -25589870.000000 Penalty: 6068.393555
	Iteration 26Q: 3 clusters Score -2.558987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199009 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -25589902.000000 Penalty: 6068.393555
	Iteration 27Q: 3 clusters Score -2.55899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198993 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -25589880.000000 Penalty: 6068.393555
	Iteration 28Q: 3 clusters Score -2.558988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198990 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -25589904.000000 Penalty: 6068.393555
	Iteration 29Q: 3 clusters Score -2.55899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198981 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -25589922.000000 Penalty: 6068.393555
	Iteration 30Q: 3 clusters Score -2.558992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198973 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -25589920.000000 Penalty: 6068.393555
	Iteration 31Q: 3 clusters Score -2.558992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198968 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -25589910.000000 Penalty: 6068.393555
	Iteration 32Q: 3 clusters Score -2.558991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198967 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -25589934.000000 Penalty: 6068.393555
	Iteration 33Q: 3 clusters Score -2.558993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198960 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -25589920.000000 Penalty: 6068.393555
	Iteration 34Q: 3 clusters Score -2.558992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198955 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -25589918.000000 Penalty: 6068.393555
	Iteration 35Q: 3 clusters Score -2.558992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198953 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -25589914.000000 Penalty: 6068.393555
	Iteration 36Q: 3 clusters Score -2.558991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198952 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -25589924.000000 Penalty: 6068.393555
	Iteration 37Q: 3 clusters Score -2.558992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198950 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -25589910.000000 Penalty: 6068.393555
	Iteration 38Q: 3 clusters Score -2.558991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198948 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -25589926.000000 Penalty: 6068.393555
	Iteration 39Q: 3 clusters Score -2.558993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198944 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -25589918.000000 Penalty: 6068.393555
	Iteration 40F: 3 clusters Score -2.558992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198942 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -25589912.000000 Penalty: 6068.393555
	Iteration 41Q: 3 clusters Score -2.558991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198941 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -25589894.000000 Penalty: 6068.393555
	Iteration 42Q: 3 clusters Score -2.558989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198940 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -25589898.000000 Penalty: 6068.393555
	Iteration 43Q: 3 clusters Score -2.55899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198941 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -25589884.000000 Penalty: 6068.393555
	Iteration 44Q: 3 clusters Score -2.558988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198941 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -25589892.000000 Penalty: 6068.393555
	Iteration 45Q: 3 clusters Score -2.558989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198940 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -25589896.000000 Penalty: 6068.393555
	Iteration 46Q: 3 clusters Score -2.55899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198939 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -25589906.000000 Penalty: 6068.393555
	Iteration 47Q: 3 clusters Score -2.558991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198937 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -25589906.000000 Penalty: 6068.393555
	Iteration 48Q: 3 clusters Score -2.558991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198937 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -25589906.000000 Penalty: 6068.393555
	Iteration 49F: 3 clusters Score -2.558991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 248735 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 198937 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 46454 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 170521 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 65366 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 9966 members 
Entering Unmasked Estep 
Score: -124135632.000000 Penalty: 79003.414062
Splitting cluster 9 changes total score from -124113624.000000 to -124135632.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -623333.000000 Penalty: 2125.683105
	Iteration 0F: 2 clusters Score -623333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -618626.687500 Penalty: 4251.366211
	Iteration 0F: 3 clusters Score -618626.7 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -619732.500000 Penalty: 4251.366211
	Iteration 1F: 3 clusters Score -619732.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -619977.125000 Penalty: 4251.366211
	Iteration 2F: 3 clusters Score -619977.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -620133.250000 Penalty: 4251.366211
	Iteration 3F: 3 clusters Score -620133.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -620253.500000 Penalty: 4251.366211
	Iteration 4Q: 3 clusters Score -620253.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -620346.437500 Penalty: 4251.366211
	Iteration 5Q: 3 clusters Score -620346.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -620436.375000 Penalty: 4251.366211
	Iteration 6Q: 3 clusters Score -620436.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -620529.437500 Penalty: 4251.366211
	Iteration 7Q: 3 clusters Score -620529.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -620619.562500 Penalty: 4251.366211
	Iteration 8Q: 3 clusters Score -620619.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -620696.125000 Penalty: 4251.366211
	Iteration 9Q: 3 clusters Score -620696.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -620746.875000 Penalty: 4251.366211
	Iteration 10Q: 3 clusters Score -620746.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -620809.312500 Penalty: 4251.366211
	Iteration 11Q: 3 clusters Score -620809.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -620879.812500 Penalty: 4251.366211
	Iteration 12Q: 3 clusters Score -620879.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -620954.875000 Penalty: 4251.366211
	Iteration 13Q: 3 clusters Score -620954.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -621020.437500 Penalty: 4251.366211
	Iteration 14Q: 3 clusters Score -621020.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -621089.562500 Penalty: 4251.366211
	Iteration 15Q: 3 clusters Score -621089.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -621166.375000 Penalty: 4251.366211
	Iteration 16Q: 3 clusters Score -621166.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -621240.187500 Penalty: 4251.366211
	Iteration 17Q: 3 clusters Score -621240.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -621293.062500 Penalty: 4251.366211
	Iteration 18Q: 3 clusters Score -621293.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -621356.062500 Penalty: 4251.366211
	Iteration 19Q: 3 clusters Score -621356.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -621413.000000 Penalty: 4251.366211
	Iteration 20F: 3 clusters Score -621413 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -621469.937500 Penalty: 4251.366211
	Iteration 21Q: 3 clusters Score -621469.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -621515.750000 Penalty: 4251.366211
	Iteration 22Q: 3 clusters Score -621515.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -621566.000000 Penalty: 4251.366211
	Iteration 23Q: 3 clusters Score -621566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -621604.812500 Penalty: 4251.366211
	Iteration 24Q: 3 clusters Score -621604.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -621631.625000 Penalty: 4251.366211
	Iteration 25Q: 3 clusters Score -621631.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -621660.250000 Penalty: 4251.366211
	Iteration 26Q: 3 clusters Score -621660.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -621681.812500 Penalty: 4251.366211
	Iteration 27Q: 3 clusters Score -621681.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -621698.125000 Penalty: 4251.366211
	Iteration 28Q: 3 clusters Score -621698.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -621714.625000 Penalty: 4251.366211
	Iteration 29Q: 3 clusters Score -621714.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -621726.625000 Penalty: 4251.366211
	Iteration 30Q: 3 clusters Score -621726.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -621738.875000 Penalty: 4251.366211
	Iteration 31Q: 3 clusters Score -621738.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -621748.687500 Penalty: 4251.366211
	Iteration 32Q: 3 clusters Score -621748.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -621758.687500 Penalty: 4251.366211
	Iteration 33Q: 3 clusters Score -621758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -621768.562500 Penalty: 4251.366211
	Iteration 34Q: 3 clusters Score -621768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -621774.125000 Penalty: 4251.366211
	Iteration 35Q: 3 clusters Score -621774.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -621779.750000 Penalty: 4251.366211
	Iteration 36Q: 3 clusters Score -621779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -621786.875000 Penalty: 4251.366211
	Iteration 37Q: 3 clusters Score -621786.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -621790.750000 Penalty: 4251.366211
	Iteration 38Q: 3 clusters Score -621790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -621793.687500 Penalty: 4251.366211
	Iteration 39Q: 3 clusters Score -621793.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -621797.062500 Penalty: 4251.366211
	Iteration 40F: 3 clusters Score -621797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -621798.937500 Penalty: 4251.366211
	Iteration 41Q: 3 clusters Score -621798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -621804.562500 Penalty: 4251.366211
	Iteration 42Q: 3 clusters Score -621804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -621809.125000 Penalty: 4251.366211
	Iteration 43Q: 3 clusters Score -621809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -621812.562500 Penalty: 4251.366211
	Iteration 44Q: 3 clusters Score -621812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -621818.562500 Penalty: 4251.366211
	Iteration 45Q: 3 clusters Score -621818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -621823.687500 Penalty: 4251.366211
	Iteration 46Q: 3 clusters Score -621823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -621826.062500 Penalty: 4251.366211
	Iteration 47Q: 3 clusters Score -621826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -621826.625000 Penalty: 4251.366211
	Iteration 48Q: 3 clusters Score -621826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -621826.750000 Penalty: 4251.366211
	Iteration 49Q: 3 clusters Score -621826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -621828.500000 Penalty: 4251.366211
	Iteration 50Q: 3 clusters Score -621828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -621828.875000 Penalty: 4251.366211
	Iteration 51Q: 3 clusters Score -621828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -621828.875000 Penalty: 4251.366211
	Iteration 52F: 3 clusters Score -621828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Entering Unmasked Estep 
Score: -3847155.000000 Penalty: 2568.073730
	Iteration 0F: 2 clusters Score -3847155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3825628.250000 Penalty: 5136.147461
	Iteration 0F: 3 clusters Score -3825628 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3833406.750000 Penalty: 5136.147461
	Iteration 1F: 3 clusters Score -3833407 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3834065.750000 Penalty: 5136.147461
	Iteration 2F: 3 clusters Score -3834066 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3834829.500000 Penalty: 5136.147461
	Iteration 3F: 3 clusters Score -3834830 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3835845.000000 Penalty: 5136.147461
	Iteration 4F: 3 clusters Score -3835845 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3837135.750000 Penalty: 5136.147461
	Iteration 5F: 3 clusters Score -3837136 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3838683.250000 Penalty: 5136.147461
	Iteration 6F: 3 clusters Score -3838683 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3840263.500000 Penalty: 5136.147461
	Iteration 7F: 3 clusters Score -3840264 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3841706.750000 Penalty: 5136.147461
	Iteration 8F: 3 clusters Score -3841707 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3842847.750000 Penalty: 5136.147461
	Iteration 9Q: 3 clusters Score -3842848 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3843680.750000 Penalty: 5136.147461
	Iteration 10Q: 3 clusters Score -3843681 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3844207.750000 Penalty: 5136.147461
	Iteration 11Q: 3 clusters Score -3844208 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3844522.250000 Penalty: 5136.147461
	Iteration 12Q: 3 clusters Score -3844522 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3844734.250000 Penalty: 5136.147461
	Iteration 13Q: 3 clusters Score -3844734 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3844861.750000 Penalty: 5136.147461
	Iteration 14Q: 3 clusters Score -3844862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3844951.500000 Penalty: 5136.147461
	Iteration 15Q: 3 clusters Score -3844952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3845010.000000 Penalty: 5136.147461
	Iteration 16Q: 3 clusters Score -3845010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3845034.250000 Penalty: 5136.147461
	Iteration 17Q: 3 clusters Score -3845034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3845051.500000 Penalty: 5136.147461
	Iteration 18Q: 3 clusters Score -3845052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3845070.250000 Penalty: 5136.147461
	Iteration 19Q: 3 clusters Score -3845070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3845089.000000 Penalty: 5136.147461
	Iteration 20F: 3 clusters Score -3845089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3845108.750000 Penalty: 5136.147461
	Iteration 21Q: 3 clusters Score -3845109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3845125.500000 Penalty: 5136.147461
	Iteration 22Q: 3 clusters Score -3845126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3845139.250000 Penalty: 5136.147461
	Iteration 23Q: 3 clusters Score -3845139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3845140.000000 Penalty: 5136.147461
	Iteration 24Q: 3 clusters Score -3845140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3845152.750000 Penalty: 5136.147461
	Iteration 25Q: 3 clusters Score -3845153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3845156.250000 Penalty: 5136.147461
	Iteration 26Q: 3 clusters Score -3845156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3845169.250000 Penalty: 5136.147461
	Iteration 27Q: 3 clusters Score -3845169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3845172.750000 Penalty: 5136.147461
	Iteration 28Q: 3 clusters Score -3845173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3845182.000000 Penalty: 5136.147461
	Iteration 29Q: 3 clusters Score -3845182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3845186.000000 Penalty: 5136.147461
	Iteration 30Q: 3 clusters Score -3845186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3845200.250000 Penalty: 5136.147461
	Iteration 31Q: 3 clusters Score -3845200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3845198.250000 Penalty: 5136.147461
	Iteration 32Q: 3 clusters Score -3845198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3845198.250000 Penalty: 5136.147461
	Iteration 33Q: 3 clusters Score -3845198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3845207.750000 Penalty: 5136.147461
	Iteration 34Q: 3 clusters Score -3845208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3845214.250000 Penalty: 5136.147461
	Iteration 35Q: 3 clusters Score -3845214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3845214.500000 Penalty: 5136.147461
	Iteration 36Q: 3 clusters Score -3845214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3845216.750000 Penalty: 5136.147461
	Iteration 37Q: 3 clusters Score -3845217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3845210.500000 Penalty: 5136.147461
	Iteration 38Q: 3 clusters Score -3845210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3845214.250000 Penalty: 5136.147461
	Iteration 39Q: 3 clusters Score -3845214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3845217.500000 Penalty: 5136.147461
	Iteration 40F: 3 clusters Score -3845218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3845219.000000 Penalty: 5136.147461
	Iteration 41Q: 3 clusters Score -3845219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3845217.000000 Penalty: 5136.147461
	Iteration 42Q: 3 clusters Score -3845217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3845216.750000 Penalty: 5136.147461
	Iteration 43Q: 3 clusters Score -3845217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3845222.500000 Penalty: 5136.147461
	Iteration 44Q: 3 clusters Score -3845222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3845226.000000 Penalty: 5136.147461
	Iteration 45Q: 3 clusters Score -3845226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3845227.500000 Penalty: 5136.147461
	Iteration 46Q: 3 clusters Score -3845228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3845233.500000 Penalty: 5136.147461
	Iteration 47Q: 3 clusters Score -3845234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3845232.750000 Penalty: 5136.147461
	Iteration 48Q: 3 clusters Score -3845233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3845232.500000 Penalty: 5136.147461
	Iteration 49Q: 3 clusters Score -3845232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3845231.750000 Penalty: 5136.147461
	Iteration 50Q: 3 clusters Score -3845232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3845231.750000 Penalty: 5136.147461
	Iteration 51F: 3 clusters Score -3845232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Entering Unmasked Estep 
Score: -2653978.500000 Penalty: 2477.971191
	Iteration 0F: 2 clusters Score -2653978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2638764.750000 Penalty: 4955.942383
	Iteration 0F: 3 clusters Score -2638765 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2644052.250000 Penalty: 4955.942383
	Iteration 1F: 3 clusters Score -2644052 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2644679.750000 Penalty: 4955.942383
	Iteration 2F: 3 clusters Score -2644680 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2645396.750000 Penalty: 4955.942383
	Iteration 3F: 3 clusters Score -2645397 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2646517.500000 Penalty: 4955.942383
	Iteration 4F: 3 clusters Score -2646518 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2648143.500000 Penalty: 4955.942383
	Iteration 5F: 3 clusters Score -2648144 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2650041.500000 Penalty: 4955.942383
	Iteration 6F: 3 clusters Score -2650042 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2651538.250000 Penalty: 4955.942383
	Iteration 7F: 3 clusters Score -2651538 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2652558.500000 Penalty: 4955.942383
	Iteration 8F: 3 clusters Score -2652558 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2653063.000000 Penalty: 4955.942383
	Iteration 9Q: 3 clusters Score -2653063 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2653346.250000 Penalty: 4955.942383
	Iteration 10Q: 3 clusters Score -2653346 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2653512.250000 Penalty: 4955.942383
	Iteration 11Q: 3 clusters Score -2653512 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2653621.250000 Penalty: 4955.942383
	Iteration 12Q: 3 clusters Score -2653621 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2653682.750000 Penalty: 4955.942383
	Iteration 13Q: 3 clusters Score -2653683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2653730.000000 Penalty: 4955.942383
	Iteration 14Q: 3 clusters Score -2653730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2653775.250000 Penalty: 4955.942383
	Iteration 15Q: 3 clusters Score -2653775 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2653793.250000 Penalty: 4955.942383
	Iteration 16Q: 3 clusters Score -2653793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2653818.000000 Penalty: 4955.942383
	Iteration 17Q: 3 clusters Score -2653818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2653833.000000 Penalty: 4955.942383
	Iteration 18Q: 3 clusters Score -2653833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2653845.500000 Penalty: 4955.942383
	Iteration 19Q: 3 clusters Score -2653846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2653859.250000 Penalty: 4955.942383
	Iteration 20F: 3 clusters Score -2653859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2653873.750000 Penalty: 4955.942383
	Iteration 21Q: 3 clusters Score -2653874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2653877.250000 Penalty: 4955.942383
	Iteration 22Q: 3 clusters Score -2653877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2653881.750000 Penalty: 4955.942383
	Iteration 23Q: 3 clusters Score -2653882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2653887.500000 Penalty: 4955.942383
	Iteration 24Q: 3 clusters Score -2653888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2653902.750000 Penalty: 4955.942383
	Iteration 25Q: 3 clusters Score -2653903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2653905.750000 Penalty: 4955.942383
	Iteration 26Q: 3 clusters Score -2653906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2653907.500000 Penalty: 4955.942383
	Iteration 27Q: 3 clusters Score -2653908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2653910.500000 Penalty: 4955.942383
	Iteration 28Q: 3 clusters Score -2653910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2653916.750000 Penalty: 4955.942383
	Iteration 29Q: 3 clusters Score -2653917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2653924.000000 Penalty: 4955.942383
	Iteration 30Q: 3 clusters Score -2653924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2653925.500000 Penalty: 4955.942383
	Iteration 31Q: 3 clusters Score -2653926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2653928.250000 Penalty: 4955.942383
	Iteration 32Q: 3 clusters Score -2653928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2653930.250000 Penalty: 4955.942383
	Iteration 33Q: 3 clusters Score -2653930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2653932.250000 Penalty: 4955.942383
	Iteration 34Q: 3 clusters Score -2653932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2653929.750000 Penalty: 4955.942383
	Iteration 35Q: 3 clusters Score -2653930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2653931.500000 Penalty: 4955.942383
	Iteration 36Q: 3 clusters Score -2653932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2653928.500000 Penalty: 4955.942383
	Iteration 37Q: 3 clusters Score -2653928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2653929.500000 Penalty: 4955.942383
	Iteration 38Q: 3 clusters Score -2653930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2653936.000000 Penalty: 4955.942383
	Iteration 39Q: 3 clusters Score -2653936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2653935.750000 Penalty: 4955.942383
	Iteration 40F: 3 clusters Score -2653936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2653934.250000 Penalty: 4955.942383
	Iteration 41Q: 3 clusters Score -2653934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2653934.250000 Penalty: 4955.942383
	Iteration 42F: 3 clusters Score -2653934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Entering Unmasked Estep 
Score: -5471789.000000 Penalty: 2665.062012
	Iteration 0F: 2 clusters Score -5471789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -5440493.500000 Penalty: 5330.124023
	Iteration 0F: 3 clusters Score -5440494 nChanged 21384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -5453278.000000 Penalty: 5330.124023
	Iteration 1F: 3 clusters Score -5453278 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5455650.500000 Penalty: 5330.124023
	Iteration 2F: 3 clusters Score -5455650 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5458870.000000 Penalty: 5330.124023
	Iteration 3F: 3 clusters Score -5458870 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5462261.500000 Penalty: 5330.124023
	Iteration 4F: 3 clusters Score -5462262 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -5465518.500000 Penalty: 5330.124023
	Iteration 5F: 3 clusters Score -5465518 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5468372.000000 Penalty: 5330.124023
	Iteration 6F: 3 clusters Score -5468372 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -5470412.500000 Penalty: 5330.124023
	Iteration 7F: 3 clusters Score -5470412 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -5471632.000000 Penalty: 5330.124023
	Iteration 8Q: 3 clusters Score -5471632 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5472459.000000 Penalty: 5330.124023
	Iteration 9Q: 3 clusters Score -5472459 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -5472990.500000 Penalty: 5330.124023
	Iteration 10Q: 3 clusters Score -5472990 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5473316.500000 Penalty: 5330.124023
	Iteration 11Q: 3 clusters Score -5473316 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5473508.000000 Penalty: 5330.124023
	Iteration 12Q: 3 clusters Score -5473508 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5473702.000000 Penalty: 5330.124023
	Iteration 13Q: 3 clusters Score -5473702 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5473859.000000 Penalty: 5330.124023
	Iteration 14Q: 3 clusters Score -5473859 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5473972.500000 Penalty: 5330.124023
	Iteration 15Q: 3 clusters Score -5473972 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5474048.000000 Penalty: 5330.124023
	Iteration 16Q: 3 clusters Score -5474048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5474088.500000 Penalty: 5330.124023
	Iteration 17Q: 3 clusters Score -5474088 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5474118.000000 Penalty: 5330.124023
	Iteration 18Q: 3 clusters Score -5474118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5474142.500000 Penalty: 5330.124023
	Iteration 19Q: 3 clusters Score -5474142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5474151.000000 Penalty: 5330.124023
	Iteration 20F: 3 clusters Score -5474151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5474173.000000 Penalty: 5330.124023
	Iteration 21Q: 3 clusters Score -5474173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5474185.500000 Penalty: 5330.124023
	Iteration 22Q: 3 clusters Score -5474186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5474183.000000 Penalty: 5330.124023
	Iteration 23Q: 3 clusters Score -5474183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5474190.000000 Penalty: 5330.124023
	Iteration 24Q: 3 clusters Score -5474190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5474188.500000 Penalty: 5330.124023
	Iteration 25Q: 3 clusters Score -5474188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5474203.500000 Penalty: 5330.124023
	Iteration 26Q: 3 clusters Score -5474204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5474218.500000 Penalty: 5330.124023
	Iteration 27Q: 3 clusters Score -5474218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5474226.500000 Penalty: 5330.124023
	Iteration 28Q: 3 clusters Score -5474226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5474238.500000 Penalty: 5330.124023
	Iteration 29Q: 3 clusters Score -5474238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5474253.500000 Penalty: 5330.124023
	Iteration 30Q: 3 clusters Score -5474254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5474259.000000 Penalty: 5330.124023
	Iteration 31Q: 3 clusters Score -5474259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5474267.500000 Penalty: 5330.124023
	Iteration 32Q: 3 clusters Score -5474268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5474293.500000 Penalty: 5330.124023
	Iteration 33Q: 3 clusters Score -5474294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5474305.000000 Penalty: 5330.124023
	Iteration 34Q: 3 clusters Score -5474305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5474315.000000 Penalty: 5330.124023
	Iteration 35Q: 3 clusters Score -5474315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5474341.500000 Penalty: 5330.124023
	Iteration 36Q: 3 clusters Score -5474342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5474363.500000 Penalty: 5330.124023
	Iteration 37Q: 3 clusters Score -5474364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5474397.000000 Penalty: 5330.124023
	Iteration 38Q: 3 clusters Score -5474397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5474435.000000 Penalty: 5330.124023
	Iteration 39Q: 3 clusters Score -5474435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5474478.500000 Penalty: 5330.124023
	Iteration 40F: 3 clusters Score -5474478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5474509.000000 Penalty: 5330.124023
	Iteration 41Q: 3 clusters Score -5474509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5474537.500000 Penalty: 5330.124023
	Iteration 42Q: 3 clusters Score -5474538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5474554.000000 Penalty: 5330.124023
	Iteration 43Q: 3 clusters Score -5474554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5474556.000000 Penalty: 5330.124023
	Iteration 44Q: 3 clusters Score -5474556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5474561.500000 Penalty: 5330.124023
	Iteration 45Q: 3 clusters Score -5474562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5474554.500000 Penalty: 5330.124023
	Iteration 46Q: 3 clusters Score -5474554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5474572.000000 Penalty: 5330.124023
	Iteration 47Q: 3 clusters Score -5474572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5474582.000000 Penalty: 5330.124023
	Iteration 48Q: 3 clusters Score -5474582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5474595.000000 Penalty: 5330.124023
	Iteration 49Q: 3 clusters Score -5474595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5474616.500000 Penalty: 5330.124023
	Iteration 50Q: 3 clusters Score -5474616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5474628.500000 Penalty: 5330.124023
	Iteration 51Q: 3 clusters Score -5474628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5474643.000000 Penalty: 5330.124023
	Iteration 52Q: 3 clusters Score -5474643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5474640.500000 Penalty: 5330.124023
	Iteration 53Q: 3 clusters Score -5474640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5474649.000000 Penalty: 5330.124023
	Iteration 54Q: 3 clusters Score -5474649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5474648.500000 Penalty: 5330.124023
	Iteration 55Q: 3 clusters Score -5474648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5474645.500000 Penalty: 5330.124023
	Iteration 56Q: 3 clusters Score -5474646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5474645.500000 Penalty: 5330.124023
	Iteration 57F: 3 clusters Score -5474646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 248735 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 198937 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 170521 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 65366 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 9966 members 
Mstep: Class 24 contains 2180 members 
Entering Unmasked Estep 
Score: -124137624.000000 Penalty: 82438.343750
Splitting cluster 14 changes total score from -124113624.000000 to -124137624.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -266960.531250 Penalty: 1948.846924
	Iteration 0F: 2 clusters Score -266960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -264115.093750 Penalty: 3897.693848
	Iteration 0F: 3 clusters Score -264115.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -266018.531250 Penalty: 3897.693848
	Iteration 1F: 3 clusters Score -266018.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -267944.531250 Penalty: 3897.693848
	Iteration 2F: 3 clusters Score -267944.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -269003.593750 Penalty: 3897.693848
	Iteration 3F: 3 clusters Score -269003.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -269367.656250 Penalty: 3897.693848
	Iteration 4Q: 3 clusters Score -269367.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -269505.843750 Penalty: 3897.693848
	Iteration 5Q: 3 clusters Score -269505.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -269678.843750 Penalty: 3897.693848
	Iteration 6Q: 3 clusters Score -269678.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -269879.875000 Penalty: 3897.693848
	Iteration 7Q: 3 clusters Score -269879.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -270258.187500 Penalty: 3897.693848
	Iteration 8Q: 3 clusters Score -270258.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -270690.312500 Penalty: 3897.693848
	Iteration 9Q: 3 clusters Score -270690.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -270837.687500 Penalty: 3897.693848
	Iteration 10Q: 3 clusters Score -270837.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -270901.531250 Penalty: 3897.693848
	Iteration 11Q: 3 clusters Score -270901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -270937.437500 Penalty: 3897.693848
	Iteration 12Q: 3 clusters Score -270937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -270979.343750 Penalty: 3897.693848
	Iteration 13Q: 3 clusters Score -270979.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -271000.343750 Penalty: 3897.693848
	Iteration 14Q: 3 clusters Score -271000.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -271012.906250 Penalty: 3897.693848
	Iteration 15Q: 3 clusters Score -271012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -271026.218750 Penalty: 3897.693848
	Iteration 16Q: 3 clusters Score -271026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -271036.031250 Penalty: 3897.693848
	Iteration 17Q: 3 clusters Score -271036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -271054.843750 Penalty: 3897.693848
	Iteration 18Q: 3 clusters Score -271054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -271060.406250 Penalty: 3897.693848
	Iteration 19Q: 3 clusters Score -271060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -271277.500000 Penalty: 3897.693848
	Iteration 20F: 3 clusters Score -271277.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -272233.562500 Penalty: 3897.693848
	Iteration 21Q: 3 clusters Score -272233.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -272507.500000 Penalty: 3897.693848
	Iteration 22Q: 3 clusters Score -272507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -272541.500000 Penalty: 3897.693848
	Iteration 23Q: 3 clusters Score -272541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -272603.062500 Penalty: 3897.693848
	Iteration 24Q: 3 clusters Score -272603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -272656.343750 Penalty: 3897.693848
	Iteration 25Q: 3 clusters Score -272656.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -272668.593750 Penalty: 3897.693848
	Iteration 26Q: 3 clusters Score -272668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -272668.593750 Penalty: 3897.693848
	Iteration 27F: 3 clusters Score -272668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 248735 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 198937 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 170521 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 65366 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 9966 members 
Mstep: Class 24 contains 2180 members 
Mstep: Class 25 contains 606 members 
Entering Unmasked Estep 
Score: -124141752.000000 Penalty: 85873.281250
Splitting cluster 15 changes total score from -124113624.000000 to -124141752.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -828688.312500 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -828688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -822965.500000 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -822965.5 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -824450.500000 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -824450.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -824703.625000 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -824703.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -824879.875000 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -824879.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -825011.500000 Penalty: 4382.913574
	Iteration 4Q: 3 clusters Score -825011.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -825105.625000 Penalty: 4382.913574
	Iteration 5Q: 3 clusters Score -825105.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -825180.812500 Penalty: 4382.913574
	Iteration 6Q: 3 clusters Score -825180.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -825244.375000 Penalty: 4382.913574
	Iteration 7Q: 3 clusters Score -825244.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -825303.562500 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -825303.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -825364.500000 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -825364.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -825418.187500 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -825418.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -825475.750000 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -825475.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -825531.750000 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -825531.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -825593.687500 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -825593.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -825641.625000 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -825641.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -825683.562500 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -825683.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -825735.625000 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -825735.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -825792.500000 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -825792.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -825835.687500 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -825835.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -825872.000000 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -825872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -825904.812500 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -825904.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -825934.312500 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -825934.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -825968.687500 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -825968.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -826001.562500 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -826001.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -826032.187500 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -826032.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -826064.500000 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -826064.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -826099.312500 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -826099.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -826139.125000 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -826139.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -826178.750000 Penalty: 4382.913574
	Iteration 28Q: 3 clusters Score -826178.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -826213.187500 Penalty: 4382.913574
	Iteration 29Q: 3 clusters Score -826213.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -826251.375000 Penalty: 4382.913574
	Iteration 30Q: 3 clusters Score -826251.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -826291.687500 Penalty: 4382.913574
	Iteration 31Q: 3 clusters Score -826291.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -826329.750000 Penalty: 4382.913574
	Iteration 32Q: 3 clusters Score -826329.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -826357.687500 Penalty: 4382.913574
	Iteration 33Q: 3 clusters Score -826357.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -826390.000000 Penalty: 4382.913574
	Iteration 34Q: 3 clusters Score -826390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -826416.500000 Penalty: 4382.913574
	Iteration 35Q: 3 clusters Score -826416.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -826438.062500 Penalty: 4382.913574
	Iteration 36Q: 3 clusters Score -826438.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -826467.437500 Penalty: 4382.913574
	Iteration 37Q: 3 clusters Score -826467.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -826496.500000 Penalty: 4382.913574
	Iteration 38Q: 3 clusters Score -826496.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -826529.000000 Penalty: 4382.913574
	Iteration 39Q: 3 clusters Score -826529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -826544.000000 Penalty: 4382.913574
	Iteration 40F: 3 clusters Score -826544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -826561.687500 Penalty: 4382.913574
	Iteration 41Q: 3 clusters Score -826561.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -826579.562500 Penalty: 4382.913574
	Iteration 42Q: 3 clusters Score -826579.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -826587.687500 Penalty: 4382.913574
	Iteration 43Q: 3 clusters Score -826587.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -826596.562500 Penalty: 4382.913574
	Iteration 44Q: 3 clusters Score -826596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -826606.375000 Penalty: 4382.913574
	Iteration 45Q: 3 clusters Score -826606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -826616.187500 Penalty: 4382.913574
	Iteration 46Q: 3 clusters Score -826616.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -826625.375000 Penalty: 4382.913574
	Iteration 47Q: 3 clusters Score -826625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -826627.125000 Penalty: 4382.913574
	Iteration 48Q: 3 clusters Score -826627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -826630.375000 Penalty: 4382.913574
	Iteration 49Q: 3 clusters Score -826630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -826634.687500 Penalty: 4382.913574
	Iteration 50Q: 3 clusters Score -826634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -826640.937500 Penalty: 4382.913574
	Iteration 51Q: 3 clusters Score -826640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -826644.562500 Penalty: 4382.913574
	Iteration 52Q: 3 clusters Score -826644.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -826649.125000 Penalty: 4382.913574
	Iteration 53Q: 3 clusters Score -826649.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -826652.875000 Penalty: 4382.913574
	Iteration 54Q: 3 clusters Score -826652.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -826660.500000 Penalty: 4382.913574
	Iteration 55Q: 3 clusters Score -826660.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -826664.562500 Penalty: 4382.913574
	Iteration 56Q: 3 clusters Score -826664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -826668.062500 Penalty: 4382.913574
	Iteration 57Q: 3 clusters Score -826668.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -826676.875000 Penalty: 4382.913574
	Iteration 58Q: 3 clusters Score -826676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -826680.187500 Penalty: 4382.913574
	Iteration 59Q: 3 clusters Score -826680.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -826685.000000 Penalty: 4382.913574
	Iteration 60F: 3 clusters Score -826685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -826690.875000 Penalty: 4382.913574
	Iteration 61Q: 3 clusters Score -826690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -826695.250000 Penalty: 4382.913574
	Iteration 62Q: 3 clusters Score -826695.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -826699.000000 Penalty: 4382.913574
	Iteration 63Q: 3 clusters Score -826699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -826703.062500 Penalty: 4382.913574
	Iteration 64Q: 3 clusters Score -826703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -826705.437500 Penalty: 4382.913574
	Iteration 65Q: 3 clusters Score -826705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -826705.687500 Penalty: 4382.913574
	Iteration 66Q: 3 clusters Score -826705.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -826709.000000 Penalty: 4382.913574
	Iteration 67Q: 3 clusters Score -826709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -826718.125000 Penalty: 4382.913574
	Iteration 68Q: 3 clusters Score -826718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -826722.562500 Penalty: 4382.913574
	Iteration 69Q: 3 clusters Score -826722.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -826728.250000 Penalty: 4382.913574
	Iteration 70Q: 3 clusters Score -826728.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -826732.500000 Penalty: 4382.913574
	Iteration 71Q: 3 clusters Score -826732.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -826742.875000 Penalty: 4382.913574
	Iteration 72Q: 3 clusters Score -826742.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -826754.812500 Penalty: 4382.913574
	Iteration 73Q: 3 clusters Score -826754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -826767.625000 Penalty: 4382.913574
	Iteration 74Q: 3 clusters Score -826767.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -826775.812500 Penalty: 4382.913574
	Iteration 75Q: 3 clusters Score -826775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -826782.937500 Penalty: 4382.913574
	Iteration 76Q: 3 clusters Score -826782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -826791.250000 Penalty: 4382.913574
	Iteration 77Q: 3 clusters Score -826791.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -826797.750000 Penalty: 4382.913574
	Iteration 78Q: 3 clusters Score -826797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -826804.500000 Penalty: 4382.913574
	Iteration 79Q: 3 clusters Score -826804.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -826814.562500 Penalty: 4382.913574
	Iteration 80F: 3 clusters Score -826814.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -826821.562500 Penalty: 4382.913574
	Iteration 81Q: 3 clusters Score -826821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -826829.250000 Penalty: 4382.913574
	Iteration 82Q: 3 clusters Score -826829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -826833.062500 Penalty: 4382.913574
	Iteration 83Q: 3 clusters Score -826833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -826837.562500 Penalty: 4382.913574
	Iteration 84Q: 3 clusters Score -826837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -826845.312500 Penalty: 4382.913574
	Iteration 85Q: 3 clusters Score -826845.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -826852.375000 Penalty: 4382.913574
	Iteration 86Q: 3 clusters Score -826852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -826864.875000 Penalty: 4382.913574
	Iteration 87Q: 3 clusters Score -826864.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -826876.500000 Penalty: 4382.913574
	Iteration 88Q: 3 clusters Score -826876.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -826893.062500 Penalty: 4382.913574
	Iteration 89Q: 3 clusters Score -826893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -826899.625000 Penalty: 4382.913574
	Iteration 90Q: 3 clusters Score -826899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -826903.875000 Penalty: 4382.913574
	Iteration 91Q: 3 clusters Score -826903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -826908.437500 Penalty: 4382.913574
	Iteration 92Q: 3 clusters Score -826908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -826914.000000 Penalty: 4382.913574
	Iteration 93Q: 3 clusters Score -826914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -826920.000000 Penalty: 4382.913574
	Iteration 94Q: 3 clusters Score -826920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -826924.750000 Penalty: 4382.913574
	Iteration 95Q: 3 clusters Score -826924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -826926.937500 Penalty: 4382.913574
	Iteration 96Q: 3 clusters Score -826926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -826926.812500 Penalty: 4382.913574
	Iteration 97Q: 3 clusters Score -826926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -826928.125000 Penalty: 4382.913574
	Iteration 98Q: 3 clusters Score -826928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -826933.750000 Penalty: 4382.913574
	Iteration 99Q: 3 clusters Score -826933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -826934.437500 Penalty: 4382.913574
	Iteration 100F: 3 clusters Score -826934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -826938.875000 Penalty: 4382.913574
	Iteration 101Q: 3 clusters Score -826938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -826941.312500 Penalty: 4382.913574
	Iteration 102Q: 3 clusters Score -826941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -826943.687500 Penalty: 4382.913574
	Iteration 103Q: 3 clusters Score -826943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -826947.687500 Penalty: 4382.913574
	Iteration 104Q: 3 clusters Score -826947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -826950.625000 Penalty: 4382.913574
	Iteration 105Q: 3 clusters Score -826950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -826952.875000 Penalty: 4382.913574
	Iteration 106Q: 3 clusters Score -826952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -826953.250000 Penalty: 4382.913574
	Iteration 107Q: 3 clusters Score -826953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -826954.000000 Penalty: 4382.913574
	Iteration 108Q: 3 clusters Score -826954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -826955.125000 Penalty: 4382.913574
	Iteration 109Q: 3 clusters Score -826955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -826955.125000 Penalty: 4382.913574
	Iteration 110F: 3 clusters Score -826955.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Entering Unmasked Estep 
Score: -20767606.000000 Penalty: 2987.560303
	Iteration 0F: 2 clusters Score -2.076761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -20654930.000000 Penalty: 5975.120605
	Iteration 0F: 3 clusters Score -2.065493e+07 nChanged 82021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -20702752.000000 Penalty: 5975.120605
	Iteration 1F: 3 clusters Score -2.070275e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -20704756.000000 Penalty: 5975.120605
	Iteration 2Q: 3 clusters Score -2.070476e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -20707510.000000 Penalty: 5975.120605
	Iteration 3Q: 3 clusters Score -2.070751e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -20712030.000000 Penalty: 5975.120605
	Iteration 4Q: 3 clusters Score -2.071203e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -20718494.000000 Penalty: 5975.120605
	Iteration 5F: 3 clusters Score -2.071849e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -20726572.000000 Penalty: 5975.120605
	Iteration 6F: 3 clusters Score -2.072657e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -20734530.000000 Penalty: 5975.120605
	Iteration 7F: 3 clusters Score -2.073453e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -20741592.000000 Penalty: 5975.120605
	Iteration 8F: 3 clusters Score -2.074159e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132404 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -20747534.000000 Penalty: 5975.120605
	Iteration 9F: 3 clusters Score -2.074753e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139905 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -20752584.000000 Penalty: 5975.120605
	Iteration 10Q: 3 clusters Score -2.075258e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146555 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -20756488.000000 Penalty: 5975.120605
	Iteration 11Q: 3 clusters Score -2.075649e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -20759440.000000 Penalty: 5975.120605
	Iteration 12Q: 3 clusters Score -2.075944e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156760 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -20761520.000000 Penalty: 5975.120605
	Iteration 13Q: 3 clusters Score -2.076152e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160076 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -20762836.000000 Penalty: 5975.120605
	Iteration 14Q: 3 clusters Score -2.076284e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -20763808.000000 Penalty: 5975.120605
	Iteration 15Q: 3 clusters Score -2.076381e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -20764472.000000 Penalty: 5975.120605
	Iteration 16Q: 3 clusters Score -2.076447e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -20764844.000000 Penalty: 5975.120605
	Iteration 17Q: 3 clusters Score -2.076484e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166099 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -20765122.000000 Penalty: 5975.120605
	Iteration 18Q: 3 clusters Score -2.076512e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166689 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -20765394.000000 Penalty: 5975.120605
	Iteration 19Q: 3 clusters Score -2.076539e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167105 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -20765550.000000 Penalty: 5975.120605
	Iteration 20F: 3 clusters Score -2.076555e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -20765674.000000 Penalty: 5975.120605
	Iteration 21Q: 3 clusters Score -2.076567e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -20765822.000000 Penalty: 5975.120605
	Iteration 22Q: 3 clusters Score -2.076582e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167706 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -20765832.000000 Penalty: 5975.120605
	Iteration 23Q: 3 clusters Score -2.076583e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -20765870.000000 Penalty: 5975.120605
	Iteration 24Q: 3 clusters Score -2.076587e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -20765914.000000 Penalty: 5975.120605
	Iteration 25Q: 3 clusters Score -2.076591e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -20765930.000000 Penalty: 5975.120605
	Iteration 26Q: 3 clusters Score -2.076593e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -20765984.000000 Penalty: 5975.120605
	Iteration 27Q: 3 clusters Score -2.076598e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20765974.000000 Penalty: 5975.120605
	Iteration 28Q: 3 clusters Score -2.076597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168088 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -20766000.000000 Penalty: 5975.120605
	Iteration 29Q: 3 clusters Score -2.0766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -20766002.000000 Penalty: 5975.120605
	Iteration 30Q: 3 clusters Score -2.0766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -20766014.000000 Penalty: 5975.120605
	Iteration 31Q: 3 clusters Score -2.076601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -20766002.000000 Penalty: 5975.120605
	Iteration 32Q: 3 clusters Score -2.0766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168161 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20766000.000000 Penalty: 5975.120605
	Iteration 33Q: 3 clusters Score -2.0766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168176 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20766000.000000 Penalty: 5975.120605
	Iteration 34Q: 3 clusters Score -2.0766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -20766024.000000 Penalty: 5975.120605
	Iteration 35Q: 3 clusters Score -2.076602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168218 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -20766038.000000 Penalty: 5975.120605
	Iteration 36Q: 3 clusters Score -2.076604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168234 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -20766038.000000 Penalty: 5975.120605
	Iteration 37Q: 3 clusters Score -2.076604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168253 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20766048.000000 Penalty: 5975.120605
	Iteration 38Q: 3 clusters Score -2.076605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -20766042.000000 Penalty: 5975.120605
	Iteration 39Q: 3 clusters Score -2.076604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -20766058.000000 Penalty: 5975.120605
	Iteration 40F: 3 clusters Score -2.076606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -20766060.000000 Penalty: 5975.120605
	Iteration 41Q: 3 clusters Score -2.076606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168295 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -20766036.000000 Penalty: 5975.120605
	Iteration 42Q: 3 clusters Score -2.076604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168299 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -20766058.000000 Penalty: 5975.120605
	Iteration 43Q: 3 clusters Score -2.076606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168299 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -20766042.000000 Penalty: 5975.120605
	Iteration 44Q: 3 clusters Score -2.076604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -20766060.000000 Penalty: 5975.120605
	Iteration 45Q: 3 clusters Score -2.076606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -20766046.000000 Penalty: 5975.120605
	Iteration 46Q: 3 clusters Score -2.076605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168308 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -20766058.000000 Penalty: 5975.120605
	Iteration 47Q: 3 clusters Score -2.076606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -20766066.000000 Penalty: 5975.120605
	Iteration 48Q: 3 clusters Score -2.076607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20766076.000000 Penalty: 5975.120605
	Iteration 49Q: 3 clusters Score -2.076608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -20766072.000000 Penalty: 5975.120605
	Iteration 50Q: 3 clusters Score -2.076607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -20766072.000000 Penalty: 5975.120605
	Iteration 51F: 3 clusters Score -2.076607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Entering Unmasked Estep 
Score: -1454677.250000 Penalty: 2328.510498
	Iteration 0F: 2 clusters Score -1454677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1445759.500000 Penalty: 4657.020996
	Iteration 0F: 3 clusters Score -1445760 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1448643.875000 Penalty: 4657.020996
	Iteration 1F: 3 clusters Score -1448644 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1449064.000000 Penalty: 4657.020996
	Iteration 2F: 3 clusters Score -1449064 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1449452.625000 Penalty: 4657.020996
	Iteration 3F: 3 clusters Score -1449453 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1449905.875000 Penalty: 4657.020996
	Iteration 4F: 3 clusters Score -1449906 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1450473.500000 Penalty: 4657.020996
	Iteration 5F: 3 clusters Score -1450474 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1451245.750000 Penalty: 4657.020996
	Iteration 6F: 3 clusters Score -1451246 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1452070.375000 Penalty: 4657.020996
	Iteration 7F: 3 clusters Score -1452070 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1452756.625000 Penalty: 4657.020996
	Iteration 8F: 3 clusters Score -1452757 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1453173.875000 Penalty: 4657.020996
	Iteration 9Q: 3 clusters Score -1453174 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1453385.250000 Penalty: 4657.020996
	Iteration 10Q: 3 clusters Score -1453385 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1453488.125000 Penalty: 4657.020996
	Iteration 11Q: 3 clusters Score -1453488 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1453547.750000 Penalty: 4657.020996
	Iteration 12Q: 3 clusters Score -1453548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1453599.750000 Penalty: 4657.020996
	Iteration 13Q: 3 clusters Score -1453600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1453641.375000 Penalty: 4657.020996
	Iteration 14Q: 3 clusters Score -1453641 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1453674.375000 Penalty: 4657.020996
	Iteration 15Q: 3 clusters Score -1453674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1453702.625000 Penalty: 4657.020996
	Iteration 16Q: 3 clusters Score -1453703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1453739.250000 Penalty: 4657.020996
	Iteration 17Q: 3 clusters Score -1453739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1453776.375000 Penalty: 4657.020996
	Iteration 18Q: 3 clusters Score -1453776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1453822.000000 Penalty: 4657.020996
	Iteration 19Q: 3 clusters Score -1453822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1453884.875000 Penalty: 4657.020996
	Iteration 20F: 3 clusters Score -1453885 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1453948.875000 Penalty: 4657.020996
	Iteration 21Q: 3 clusters Score -1453949 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1454028.625000 Penalty: 4657.020996
	Iteration 22Q: 3 clusters Score -1454029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1454086.875000 Penalty: 4657.020996
	Iteration 23Q: 3 clusters Score -1454087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1454125.125000 Penalty: 4657.020996
	Iteration 24Q: 3 clusters Score -1454125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1454169.375000 Penalty: 4657.020996
	Iteration 25Q: 3 clusters Score -1454169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1454207.625000 Penalty: 4657.020996
	Iteration 26Q: 3 clusters Score -1454208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1454246.875000 Penalty: 4657.020996
	Iteration 27Q: 3 clusters Score -1454247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1454313.125000 Penalty: 4657.020996
	Iteration 28Q: 3 clusters Score -1454313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1454367.500000 Penalty: 4657.020996
	Iteration 29Q: 3 clusters Score -1454368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1454395.500000 Penalty: 4657.020996
	Iteration 30Q: 3 clusters Score -1454396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1454421.750000 Penalty: 4657.020996
	Iteration 31Q: 3 clusters Score -1454422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1454442.375000 Penalty: 4657.020996
	Iteration 32Q: 3 clusters Score -1454442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1454463.375000 Penalty: 4657.020996
	Iteration 33Q: 3 clusters Score -1454463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1454476.250000 Penalty: 4657.020996
	Iteration 34Q: 3 clusters Score -1454476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1454481.625000 Penalty: 4657.020996
	Iteration 35Q: 3 clusters Score -1454482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1454496.625000 Penalty: 4657.020996
	Iteration 36Q: 3 clusters Score -1454497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1454500.750000 Penalty: 4657.020996
	Iteration 37Q: 3 clusters Score -1454501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1454511.875000 Penalty: 4657.020996
	Iteration 38Q: 3 clusters Score -1454512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1454528.250000 Penalty: 4657.020996
	Iteration 39Q: 3 clusters Score -1454528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1454542.750000 Penalty: 4657.020996
	Iteration 40F: 3 clusters Score -1454543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1454547.750000 Penalty: 4657.020996
	Iteration 41Q: 3 clusters Score -1454548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1454556.000000 Penalty: 4657.020996
	Iteration 42Q: 3 clusters Score -1454556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1454566.500000 Penalty: 4657.020996
	Iteration 43Q: 3 clusters Score -1454566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1454580.125000 Penalty: 4657.020996
	Iteration 44Q: 3 clusters Score -1454580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1454593.625000 Penalty: 4657.020996
	Iteration 45Q: 3 clusters Score -1454594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1454600.500000 Penalty: 4657.020996
	Iteration 46Q: 3 clusters Score -1454600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1454609.500000 Penalty: 4657.020996
	Iteration 47Q: 3 clusters Score -1454610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1454613.000000 Penalty: 4657.020996
	Iteration 48Q: 3 clusters Score -1454613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1454622.000000 Penalty: 4657.020996
	Iteration 49Q: 3 clusters Score -1454622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1454623.125000 Penalty: 4657.020996
	Iteration 50Q: 3 clusters Score -1454623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1454626.625000 Penalty: 4657.020996
	Iteration 51Q: 3 clusters Score -1454627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1454628.500000 Penalty: 4657.020996
	Iteration 52Q: 3 clusters Score -1454628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1454630.625000 Penalty: 4657.020996
	Iteration 53Q: 3 clusters Score -1454631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1454632.750000 Penalty: 4657.020996
	Iteration 54Q: 3 clusters Score -1454633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1454638.625000 Penalty: 4657.020996
	Iteration 55Q: 3 clusters Score -1454639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1454636.875000 Penalty: 4657.020996
	Iteration 56Q: 3 clusters Score -1454637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1454634.250000 Penalty: 4657.020996
	Iteration 57Q: 3 clusters Score -1454634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1454634.250000 Penalty: 4657.020996
	Iteration 58F: 3 clusters Score -1454634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -965063.375000 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -965063.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -958616.500000 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -958616.5 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -960328.125000 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -960328.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -960596.812500 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -960596.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -960799.937500 Penalty: 4456.097168
	Iteration 3F: 3 clusters Score -960799.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -960960.375000 Penalty: 4456.097168
	Iteration 4Q: 3 clusters Score -960960.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -961093.250000 Penalty: 4456.097168
	Iteration 5Q: 3 clusters Score -961093.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -961225.437500 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -961225.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -961348.250000 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -961348.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -961480.062500 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -961480.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -961637.000000 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -961637 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -961779.000000 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -961779 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -961901.375000 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -961901.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -962043.187500 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -962043.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -962194.562500 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -962194.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -962362.125000 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -962362.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -962539.125000 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -962539.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -962737.000000 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -962737 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -962931.937500 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -962931.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -963101.750000 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -963101.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -963238.625000 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -963238.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -963326.750000 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -963326.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -963382.875000 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -963382.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -963411.125000 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -963411.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -963434.625000 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -963434.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -963447.750000 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -963447.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -963461.125000 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -963461.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -963471.750000 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -963471.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -963479.500000 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -963479.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -963481.875000 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -963481.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -963485.437500 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -963485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -963490.750000 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -963490.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -963500.187500 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -963500.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -963503.687500 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -963503.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -963504.812500 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -963504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -963507.812500 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -963507.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -963509.937500 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -963509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -963515.687500 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -963515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -963515.500000 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -963515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -963516.687500 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -963516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -963515.500000 Penalty: 4456.097168
	Iteration 39Q: 3 clusters Score -963515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -963518.500000 Penalty: 4456.097168
	Iteration 40F: 3 clusters Score -963518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -963518.812500 Penalty: 4456.097168
	Iteration 41Q: 3 clusters Score -963518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -963519.125000 Penalty: 4456.097168
	Iteration 42Q: 3 clusters Score -963519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -963519.062500 Penalty: 4456.097168
	Iteration 43Q: 3 clusters Score -963519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -963519.312500 Penalty: 4456.097168
	Iteration 44Q: 3 clusters Score -963519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -963520.062500 Penalty: 4456.097168
	Iteration 45Q: 3 clusters Score -963520.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -963520.187500 Penalty: 4456.097168
	Iteration 46Q: 3 clusters Score -963520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -963519.562500 Penalty: 4456.097168
	Iteration 47Q: 3 clusters Score -963519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -963520.062500 Penalty: 4456.097168
	Iteration 48Q: 3 clusters Score -963520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -963523.062500 Penalty: 4456.097168
	Iteration 49Q: 3 clusters Score -963523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -963522.250000 Penalty: 4456.097168
	Iteration 50Q: 3 clusters Score -963522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -963521.937500 Penalty: 4456.097168
	Iteration 51Q: 3 clusters Score -963521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -963523.937500 Penalty: 4456.097168
	Iteration 52Q: 3 clusters Score -963523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -963525.250000 Penalty: 4456.097168
	Iteration 53Q: 3 clusters Score -963525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -963524.812500 Penalty: 4456.097168
	Iteration 54Q: 3 clusters Score -963524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -963525.062500 Penalty: 4456.097168
	Iteration 55Q: 3 clusters Score -963525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -963525.062500 Penalty: 4456.097168
	Iteration 56F: 3 clusters Score -963525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Entering Unmasked Estep 
Score: -8058568.500000 Penalty: 2749.763672
	Iteration 0F: 2 clusters Score -8058568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -8014661.500000 Penalty: 5499.527344
	Iteration 0F: 3 clusters Score -8014662 nChanged 30573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -8031886.500000 Penalty: 5499.527344
	Iteration 1F: 3 clusters Score -8031886 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -8032379.500000 Penalty: 5499.527344
	Iteration 2Q: 3 clusters Score -8032380 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -8032807.000000 Penalty: 5499.527344
	Iteration 3Q: 3 clusters Score -8032807 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -8033215.500000 Penalty: 5499.527344
	Iteration 4Q: 3 clusters Score -8033216 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8033652.500000 Penalty: 5499.527344
	Iteration 5Q: 3 clusters Score -8033652 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -8034116.000000 Penalty: 5499.527344
	Iteration 6Q: 3 clusters Score -8034116 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -8034587.000000 Penalty: 5499.527344
	Iteration 7Q: 3 clusters Score -8034587 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8035175.000000 Penalty: 5499.527344
	Iteration 8Q: 3 clusters Score -8035175 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -8035878.500000 Penalty: 5499.527344
	Iteration 9Q: 3 clusters Score -8035878 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -8036660.000000 Penalty: 5499.527344
	Iteration 10Q: 3 clusters Score -8036660 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8037597.500000 Penalty: 5499.527344
	Iteration 11Q: 3 clusters Score -8037598 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -8038836.500000 Penalty: 5499.527344
	Iteration 12Q: 3 clusters Score -8038836 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -8040589.000000 Penalty: 5499.527344
	Iteration 13Q: 3 clusters Score -8040589 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -8042482.000000 Penalty: 5499.527344
	Iteration 14Q: 3 clusters Score -8042482 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -8044241.500000 Penalty: 5499.527344
	Iteration 15Q: 3 clusters Score -8044242 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -8045128.500000 Penalty: 5499.527344
	Iteration 16Q: 3 clusters Score -8045128 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -8045518.000000 Penalty: 5499.527344
	Iteration 17Q: 3 clusters Score -8045518 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -8045702.000000 Penalty: 5499.527344
	Iteration 18Q: 3 clusters Score -8045702 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -8045758.000000 Penalty: 5499.527344
	Iteration 19Q: 3 clusters Score -8045758 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -8045834.000000 Penalty: 5499.527344
	Iteration 20F: 3 clusters Score -8045834 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -8045913.000000 Penalty: 5499.527344
	Iteration 21Q: 3 clusters Score -8045913 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8045989.000000 Penalty: 5499.527344
	Iteration 22Q: 3 clusters Score -8045989 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -8046117.000000 Penalty: 5499.527344
	Iteration 23Q: 3 clusters Score -8046117 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -8046188.500000 Penalty: 5499.527344
	Iteration 24Q: 3 clusters Score -8046188 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -8046260.000000 Penalty: 5499.527344
	Iteration 25Q: 3 clusters Score -8046260 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -8046369.000000 Penalty: 5499.527344
	Iteration 26Q: 3 clusters Score -8046369 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -8046485.500000 Penalty: 5499.527344
	Iteration 27Q: 3 clusters Score -8046486 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -8046607.000000 Penalty: 5499.527344
	Iteration 28Q: 3 clusters Score -8046607 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -8046751.000000 Penalty: 5499.527344
	Iteration 29Q: 3 clusters Score -8046751 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8046951.500000 Penalty: 5499.527344
	Iteration 30Q: 3 clusters Score -8046952 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8047175.500000 Penalty: 5499.527344
	Iteration 31Q: 3 clusters Score -8047176 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8047387.000000 Penalty: 5499.527344
	Iteration 32Q: 3 clusters Score -8047387 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8047634.500000 Penalty: 5499.527344
	Iteration 33Q: 3 clusters Score -8047634 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8047911.500000 Penalty: 5499.527344
	Iteration 34Q: 3 clusters Score -8047912 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8048142.500000 Penalty: 5499.527344
	Iteration 35Q: 3 clusters Score -8048142 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8048525.000000 Penalty: 5499.527344
	Iteration 36Q: 3 clusters Score -8048525 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8048852.500000 Penalty: 5499.527344
	Iteration 37Q: 3 clusters Score -8048852 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -8049348.500000 Penalty: 5499.527344
	Iteration 38Q: 3 clusters Score -8049348 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -8049891.000000 Penalty: 5499.527344
	Iteration 39Q: 3 clusters Score -8049891 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -8050451.000000 Penalty: 5499.527344
	Iteration 40F: 3 clusters Score -8050451 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -8050993.500000 Penalty: 5499.527344
	Iteration 41Q: 3 clusters Score -8050994 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -8051504.500000 Penalty: 5499.527344
	Iteration 42Q: 3 clusters Score -8051504 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -8052091.500000 Penalty: 5499.527344
	Iteration 43Q: 3 clusters Score -8052092 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -8052745.500000 Penalty: 5499.527344
	Iteration 44Q: 3 clusters Score -8052746 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -8053231.000000 Penalty: 5499.527344
	Iteration 45Q: 3 clusters Score -8053231 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -8053728.000000 Penalty: 5499.527344
	Iteration 46Q: 3 clusters Score -8053728 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -8054085.000000 Penalty: 5499.527344
	Iteration 47Q: 3 clusters Score -8054085 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -8054431.500000 Penalty: 5499.527344
	Iteration 48Q: 3 clusters Score -8054432 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -8054747.000000 Penalty: 5499.527344
	Iteration 49Q: 3 clusters Score -8054747 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -8055021.500000 Penalty: 5499.527344
	Iteration 50Q: 3 clusters Score -8055022 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -8055258.500000 Penalty: 5499.527344
	Iteration 51Q: 3 clusters Score -8055258 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -8055444.500000 Penalty: 5499.527344
	Iteration 52Q: 3 clusters Score -8055444 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -8055547.000000 Penalty: 5499.527344
	Iteration 53Q: 3 clusters Score -8055547 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -8055640.500000 Penalty: 5499.527344
	Iteration 54Q: 3 clusters Score -8055640 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -8055723.500000 Penalty: 5499.527344
	Iteration 55Q: 3 clusters Score -8055724 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8055819.000000 Penalty: 5499.527344
	Iteration 56Q: 3 clusters Score -8055819 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -8055902.500000 Penalty: 5499.527344
	Iteration 57Q: 3 clusters Score -8055902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -8055962.000000 Penalty: 5499.527344
	Iteration 58Q: 3 clusters Score -8055962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -8056035.500000 Penalty: 5499.527344
	Iteration 59Q: 3 clusters Score -8056036 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -8056056.000000 Penalty: 5499.527344
	Iteration 60F: 3 clusters Score -8056056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -8056093.500000 Penalty: 5499.527344
	Iteration 61Q: 3 clusters Score -8056094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -8056112.000000 Penalty: 5499.527344
	Iteration 62Q: 3 clusters Score -8056112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -8056133.000000 Penalty: 5499.527344
	Iteration 63Q: 3 clusters Score -8056133 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -8056165.000000 Penalty: 5499.527344
	Iteration 64Q: 3 clusters Score -8056165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -8056181.000000 Penalty: 5499.527344
	Iteration 65Q: 3 clusters Score -8056181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -8056213.500000 Penalty: 5499.527344
	Iteration 66Q: 3 clusters Score -8056214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -8056219.500000 Penalty: 5499.527344
	Iteration 67Q: 3 clusters Score -8056220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8056243.500000 Penalty: 5499.527344
	Iteration 68Q: 3 clusters Score -8056244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -8056267.000000 Penalty: 5499.527344
	Iteration 69Q: 3 clusters Score -8056267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -8056289.500000 Penalty: 5499.527344
	Iteration 70Q: 3 clusters Score -8056290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -8056299.000000 Penalty: 5499.527344
	Iteration 71Q: 3 clusters Score -8056299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -8056312.500000 Penalty: 5499.527344
	Iteration 72Q: 3 clusters Score -8056312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -8056321.500000 Penalty: 5499.527344
	Iteration 73Q: 3 clusters Score -8056322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -8056323.500000 Penalty: 5499.527344
	Iteration 74Q: 3 clusters Score -8056324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -8056330.000000 Penalty: 5499.527344
	Iteration 75Q: 3 clusters Score -8056330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -8056322.500000 Penalty: 5499.527344
	Iteration 76Q: 3 clusters Score -8056322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -8056334.500000 Penalty: 5499.527344
	Iteration 77Q: 3 clusters Score -8056334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8056340.500000 Penalty: 5499.527344
	Iteration 78Q: 3 clusters Score -8056340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -8056355.500000 Penalty: 5499.527344
	Iteration 79Q: 3 clusters Score -8056356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -8056372.500000 Penalty: 5499.527344
	Iteration 80F: 3 clusters Score -8056372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -8056366.000000 Penalty: 5499.527344
	Iteration 81Q: 3 clusters Score -8056366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -8056371.500000 Penalty: 5499.527344
	Iteration 82Q: 3 clusters Score -8056372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -8056381.500000 Penalty: 5499.527344
	Iteration 83Q: 3 clusters Score -8056382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -8056391.500000 Penalty: 5499.527344
	Iteration 84Q: 3 clusters Score -8056392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -8056393.000000 Penalty: 5499.527344
	Iteration 85Q: 3 clusters Score -8056393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8056397.500000 Penalty: 5499.527344
	Iteration 86Q: 3 clusters Score -8056398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -8056396.500000 Penalty: 5499.527344
	Iteration 87Q: 3 clusters Score -8056396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -8056394.500000 Penalty: 5499.527344
	Iteration 88Q: 3 clusters Score -8056394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -8056396.500000 Penalty: 5499.527344
	Iteration 89Q: 3 clusters Score -8056396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -8056393.000000 Penalty: 5499.527344
	Iteration 90Q: 3 clusters Score -8056393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -8056399.500000 Penalty: 5499.527344
	Iteration 91Q: 3 clusters Score -8056400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8056396.500000 Penalty: 5499.527344
	Iteration 92Q: 3 clusters Score -8056396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -8056388.000000 Penalty: 5499.527344
	Iteration 93Q: 3 clusters Score -8056388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -8056389.000000 Penalty: 5499.527344
	Iteration 94Q: 3 clusters Score -8056389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -8056394.500000 Penalty: 5499.527344
	Iteration 95Q: 3 clusters Score -8056394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -8056394.000000 Penalty: 5499.527344
	Iteration 96Q: 3 clusters Score -8056394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8056387.500000 Penalty: 5499.527344
	Iteration 97Q: 3 clusters Score -8056388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -8056401.500000 Penalty: 5499.527344
	Iteration 98Q: 3 clusters Score -8056402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -8056391.000000 Penalty: 5499.527344
	Iteration 99Q: 3 clusters Score -8056391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -8056398.000000 Penalty: 5499.527344
	Iteration 100F: 3 clusters Score -8056398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -8056404.500000 Penalty: 5499.527344
	Iteration 101Q: 3 clusters Score -8056404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -8056407.500000 Penalty: 5499.527344
	Iteration 102Q: 3 clusters Score -8056408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -8056411.500000 Penalty: 5499.527344
	Iteration 103Q: 3 clusters Score -8056412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -8056413.500000 Penalty: 5499.527344
	Iteration 104Q: 3 clusters Score -8056414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -8056409.500000 Penalty: 5499.527344
	Iteration 105Q: 3 clusters Score -8056410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -8056413.500000 Penalty: 5499.527344
	Iteration 106Q: 3 clusters Score -8056414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -8056409.500000 Penalty: 5499.527344
	Iteration 107Q: 3 clusters Score -8056410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -8056416.000000 Penalty: 5499.527344
	Iteration 108Q: 3 clusters Score -8056416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -8056409.000000 Penalty: 5499.527344
	Iteration 109Q: 3 clusters Score -8056409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -8056409.500000 Penalty: 5499.527344
	Iteration 110Q: 3 clusters Score -8056410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -8056408.000000 Penalty: 5499.527344
	Iteration 111Q: 3 clusters Score -8056408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -8056408.000000 Penalty: 5499.527344
	Iteration 112F: 3 clusters Score -8056408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Entering Unmasked Estep 
Score: -3994471.500000 Penalty: 2580.422363
	Iteration 0F: 2 clusters Score -3994472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3971664.500000 Penalty: 5160.844727
	Iteration 0F: 3 clusters Score -3971664 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3980370.250000 Penalty: 5160.844727
	Iteration 1F: 3 clusters Score -3980370 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3981117.000000 Penalty: 5160.844727
	Iteration 2F: 3 clusters Score -3981117 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3981752.000000 Penalty: 5160.844727
	Iteration 3Q: 3 clusters Score -3981752 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3982380.500000 Penalty: 5160.844727
	Iteration 4Q: 3 clusters Score -3982380 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3982965.250000 Penalty: 5160.844727
	Iteration 5Q: 3 clusters Score -3982965 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3983605.000000 Penalty: 5160.844727
	Iteration 6Q: 3 clusters Score -3983605 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3984289.500000 Penalty: 5160.844727
	Iteration 7Q: 3 clusters Score -3984290 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3985054.000000 Penalty: 5160.844727
	Iteration 8Q: 3 clusters Score -3985054 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3985919.750000 Penalty: 5160.844727
	Iteration 9Q: 3 clusters Score -3985920 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3986760.500000 Penalty: 5160.844727
	Iteration 10Q: 3 clusters Score -3986760 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3987489.250000 Penalty: 5160.844727
	Iteration 11Q: 3 clusters Score -3987489 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3988037.000000 Penalty: 5160.844727
	Iteration 12Q: 3 clusters Score -3988037 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3988452.750000 Penalty: 5160.844727
	Iteration 13Q: 3 clusters Score -3988453 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3988737.750000 Penalty: 5160.844727
	Iteration 14Q: 3 clusters Score -3988738 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3988995.000000 Penalty: 5160.844727
	Iteration 15Q: 3 clusters Score -3988995 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3989232.750000 Penalty: 5160.844727
	Iteration 16Q: 3 clusters Score -3989233 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3989430.750000 Penalty: 5160.844727
	Iteration 17Q: 3 clusters Score -3989431 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3989615.500000 Penalty: 5160.844727
	Iteration 18Q: 3 clusters Score -3989616 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3989788.500000 Penalty: 5160.844727
	Iteration 19Q: 3 clusters Score -3989788 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3989947.250000 Penalty: 5160.844727
	Iteration 20F: 3 clusters Score -3989947 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3990105.500000 Penalty: 5160.844727
	Iteration 21Q: 3 clusters Score -3990106 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3990205.000000 Penalty: 5160.844727
	Iteration 22Q: 3 clusters Score -3990205 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3990313.750000 Penalty: 5160.844727
	Iteration 23Q: 3 clusters Score -3990314 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3990394.000000 Penalty: 5160.844727
	Iteration 24Q: 3 clusters Score -3990394 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3990492.000000 Penalty: 5160.844727
	Iteration 25Q: 3 clusters Score -3990492 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3990569.250000 Penalty: 5160.844727
	Iteration 26Q: 3 clusters Score -3990569 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3990611.000000 Penalty: 5160.844727
	Iteration 27Q: 3 clusters Score -3990611 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3990678.000000 Penalty: 5160.844727
	Iteration 28Q: 3 clusters Score -3990678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3990746.000000 Penalty: 5160.844727
	Iteration 29Q: 3 clusters Score -3990746 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3990809.750000 Penalty: 5160.844727
	Iteration 30Q: 3 clusters Score -3990810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3990855.750000 Penalty: 5160.844727
	Iteration 31Q: 3 clusters Score -3990856 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3990890.750000 Penalty: 5160.844727
	Iteration 32Q: 3 clusters Score -3990891 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3990918.000000 Penalty: 5160.844727
	Iteration 33Q: 3 clusters Score -3990918 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3990943.500000 Penalty: 5160.844727
	Iteration 34Q: 3 clusters Score -3990944 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3990962.750000 Penalty: 5160.844727
	Iteration 35Q: 3 clusters Score -3990963 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3991000.250000 Penalty: 5160.844727
	Iteration 36Q: 3 clusters Score -3991000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3991011.750000 Penalty: 5160.844727
	Iteration 37Q: 3 clusters Score -3991012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3991034.750000 Penalty: 5160.844727
	Iteration 38Q: 3 clusters Score -3991035 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3991066.500000 Penalty: 5160.844727
	Iteration 39Q: 3 clusters Score -3991066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3991094.500000 Penalty: 5160.844727
	Iteration 40F: 3 clusters Score -3991094 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3991125.250000 Penalty: 5160.844727
	Iteration 41Q: 3 clusters Score -3991125 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3991147.500000 Penalty: 5160.844727
	Iteration 42Q: 3 clusters Score -3991148 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3991160.250000 Penalty: 5160.844727
	Iteration 43Q: 3 clusters Score -3991160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3991192.500000 Penalty: 5160.844727
	Iteration 44Q: 3 clusters Score -3991192 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3991215.250000 Penalty: 5160.844727
	Iteration 45Q: 3 clusters Score -3991215 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3991225.500000 Penalty: 5160.844727
	Iteration 46Q: 3 clusters Score -3991226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3991256.750000 Penalty: 5160.844727
	Iteration 47Q: 3 clusters Score -3991257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3991265.000000 Penalty: 5160.844727
	Iteration 48Q: 3 clusters Score -3991265 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3991279.500000 Penalty: 5160.844727
	Iteration 49Q: 3 clusters Score -3991280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3991295.000000 Penalty: 5160.844727
	Iteration 50Q: 3 clusters Score -3991295 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3991319.750000 Penalty: 5160.844727
	Iteration 51Q: 3 clusters Score -3991320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3991328.750000 Penalty: 5160.844727
	Iteration 52Q: 3 clusters Score -3991329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3991351.000000 Penalty: 5160.844727
	Iteration 53Q: 3 clusters Score -3991351 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3991371.750000 Penalty: 5160.844727
	Iteration 54Q: 3 clusters Score -3991372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3991380.500000 Penalty: 5160.844727
	Iteration 55Q: 3 clusters Score -3991380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3991395.000000 Penalty: 5160.844727
	Iteration 56Q: 3 clusters Score -3991395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3991417.250000 Penalty: 5160.844727
	Iteration 57Q: 3 clusters Score -3991417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3991427.000000 Penalty: 5160.844727
	Iteration 58Q: 3 clusters Score -3991427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3991431.000000 Penalty: 5160.844727
	Iteration 59Q: 3 clusters Score -3991431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3991449.500000 Penalty: 5160.844727
	Iteration 60F: 3 clusters Score -3991450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3991454.750000 Penalty: 5160.844727
	Iteration 61Q: 3 clusters Score -3991455 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3991464.250000 Penalty: 5160.844727
	Iteration 62Q: 3 clusters Score -3991464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3991473.500000 Penalty: 5160.844727
	Iteration 63Q: 3 clusters Score -3991474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3991481.500000 Penalty: 5160.844727
	Iteration 64Q: 3 clusters Score -3991482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3991493.750000 Penalty: 5160.844727
	Iteration 65Q: 3 clusters Score -3991494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3991501.500000 Penalty: 5160.844727
	Iteration 66Q: 3 clusters Score -3991502 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3991526.500000 Penalty: 5160.844727
	Iteration 67Q: 3 clusters Score -3991526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3991522.000000 Penalty: 5160.844727
	Iteration 68Q: 3 clusters Score -3991522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3991539.000000 Penalty: 5160.844727
	Iteration 69Q: 3 clusters Score -3991539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3991553.500000 Penalty: 5160.844727
	Iteration 70Q: 3 clusters Score -3991554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3991560.750000 Penalty: 5160.844727
	Iteration 71Q: 3 clusters Score -3991561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3991562.500000 Penalty: 5160.844727
	Iteration 72Q: 3 clusters Score -3991562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3991564.750000 Penalty: 5160.844727
	Iteration 73Q: 3 clusters Score -3991565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3991574.750000 Penalty: 5160.844727
	Iteration 74Q: 3 clusters Score -3991575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3991565.500000 Penalty: 5160.844727
	Iteration 75Q: 3 clusters Score -3991566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3991567.000000 Penalty: 5160.844727
	Iteration 76Q: 3 clusters Score -3991567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3991566.500000 Penalty: 5160.844727
	Iteration 77Q: 3 clusters Score -3991566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3991558.000000 Penalty: 5160.844727
	Iteration 78Q: 3 clusters Score -3991558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3991561.750000 Penalty: 5160.844727
	Iteration 79Q: 3 clusters Score -3991562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3991564.750000 Penalty: 5160.844727
	Iteration 80F: 3 clusters Score -3991565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3991569.000000 Penalty: 5160.844727
	Iteration 81Q: 3 clusters Score -3991569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3991574.500000 Penalty: 5160.844727
	Iteration 82Q: 3 clusters Score -3991574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3991563.500000 Penalty: 5160.844727
	Iteration 83Q: 3 clusters Score -3991564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3991569.000000 Penalty: 5160.844727
	Iteration 84Q: 3 clusters Score -3991569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3991569.250000 Penalty: 5160.844727
	Iteration 85Q: 3 clusters Score -3991569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3991567.500000 Penalty: 5160.844727
	Iteration 86Q: 3 clusters Score -3991568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3991567.500000 Penalty: 5160.844727
	Iteration 87Q: 3 clusters Score -3991568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3991567.500000 Penalty: 5160.844727
	Iteration 88F: 3 clusters Score -3991568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Entering Unmasked Estep 
Score: -1193896.750000 Penalty: 2283.319824
	Iteration 0F: 2 clusters Score -1193897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1186247.625000 Penalty: 4566.639648
	Iteration 0F: 3 clusters Score -1186248 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1188478.625000 Penalty: 4566.639648
	Iteration 1F: 3 clusters Score -1188479 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1188765.375000 Penalty: 4566.639648
	Iteration 2F: 3 clusters Score -1188765 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1188976.750000 Penalty: 4566.639648
	Iteration 3Q: 3 clusters Score -1188977 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1189144.125000 Penalty: 4566.639648
	Iteration 4Q: 3 clusters Score -1189144 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1189280.750000 Penalty: 4566.639648
	Iteration 5Q: 3 clusters Score -1189281 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1189398.750000 Penalty: 4566.639648
	Iteration 6Q: 3 clusters Score -1189399 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1189523.875000 Penalty: 4566.639648
	Iteration 7Q: 3 clusters Score -1189524 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1189652.250000 Penalty: 4566.639648
	Iteration 8Q: 3 clusters Score -1189652 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1189799.250000 Penalty: 4566.639648
	Iteration 9Q: 3 clusters Score -1189799 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1189989.625000 Penalty: 4566.639648
	Iteration 10Q: 3 clusters Score -1189990 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1190232.250000 Penalty: 4566.639648
	Iteration 11Q: 3 clusters Score -1190232 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1190605.500000 Penalty: 4566.639648
	Iteration 12Q: 3 clusters Score -1190606 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1191034.000000 Penalty: 4566.639648
	Iteration 13Q: 3 clusters Score -1191034 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1191450.250000 Penalty: 4566.639648
	Iteration 14F: 3 clusters Score -1191450 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1191775.000000 Penalty: 4566.639648
	Iteration 15Q: 3 clusters Score -1191775 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1191984.625000 Penalty: 4566.639648
	Iteration 16Q: 3 clusters Score -1191985 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1192110.625000 Penalty: 4566.639648
	Iteration 17Q: 3 clusters Score -1192111 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1192182.000000 Penalty: 4566.639648
	Iteration 18Q: 3 clusters Score -1192182 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1192224.500000 Penalty: 4566.639648
	Iteration 19Q: 3 clusters Score -1192224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1192259.500000 Penalty: 4566.639648
	Iteration 20F: 3 clusters Score -1192260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1192279.375000 Penalty: 4566.639648
	Iteration 21Q: 3 clusters Score -1192279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1192304.625000 Penalty: 4566.639648
	Iteration 22Q: 3 clusters Score -1192305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1192318.375000 Penalty: 4566.639648
	Iteration 23Q: 3 clusters Score -1192318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1192332.875000 Penalty: 4566.639648
	Iteration 24Q: 3 clusters Score -1192333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1192337.250000 Penalty: 4566.639648
	Iteration 25Q: 3 clusters Score -1192337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1192349.875000 Penalty: 4566.639648
	Iteration 26Q: 3 clusters Score -1192350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1192357.000000 Penalty: 4566.639648
	Iteration 27Q: 3 clusters Score -1192357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1192366.250000 Penalty: 4566.639648
	Iteration 28Q: 3 clusters Score -1192366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1192371.500000 Penalty: 4566.639648
	Iteration 29Q: 3 clusters Score -1192372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1192379.250000 Penalty: 4566.639648
	Iteration 30Q: 3 clusters Score -1192379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1192385.375000 Penalty: 4566.639648
	Iteration 31Q: 3 clusters Score -1192385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1192395.750000 Penalty: 4566.639648
	Iteration 32Q: 3 clusters Score -1192396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1192406.625000 Penalty: 4566.639648
	Iteration 33Q: 3 clusters Score -1192407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1192416.000000 Penalty: 4566.639648
	Iteration 34Q: 3 clusters Score -1192416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1192432.250000 Penalty: 4566.639648
	Iteration 35Q: 3 clusters Score -1192432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1192453.000000 Penalty: 4566.639648
	Iteration 36Q: 3 clusters Score -1192453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1192486.500000 Penalty: 4566.639648
	Iteration 37Q: 3 clusters Score -1192486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1192569.750000 Penalty: 4566.639648
	Iteration 38Q: 3 clusters Score -1192570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1192730.750000 Penalty: 4566.639648
	Iteration 39Q: 3 clusters Score -1192731 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1193004.500000 Penalty: 4566.639648
	Iteration 40F: 3 clusters Score -1193004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1193294.625000 Penalty: 4566.639648
	Iteration 41Q: 3 clusters Score -1193295 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1193433.000000 Penalty: 4566.639648
	Iteration 42Q: 3 clusters Score -1193433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1193467.250000 Penalty: 4566.639648
	Iteration 43Q: 3 clusters Score -1193467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1193487.625000 Penalty: 4566.639648
	Iteration 44Q: 3 clusters Score -1193488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1193500.750000 Penalty: 4566.639648
	Iteration 45Q: 3 clusters Score -1193501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1193514.375000 Penalty: 4566.639648
	Iteration 46Q: 3 clusters Score -1193514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1193520.500000 Penalty: 4566.639648
	Iteration 47Q: 3 clusters Score -1193520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1193532.375000 Penalty: 4566.639648
	Iteration 48Q: 3 clusters Score -1193532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1193540.750000 Penalty: 4566.639648
	Iteration 49Q: 3 clusters Score -1193541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1193547.125000 Penalty: 4566.639648
	Iteration 50Q: 3 clusters Score -1193547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1193555.125000 Penalty: 4566.639648
	Iteration 51Q: 3 clusters Score -1193555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1193562.875000 Penalty: 4566.639648
	Iteration 52Q: 3 clusters Score -1193563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1193568.000000 Penalty: 4566.639648
	Iteration 53Q: 3 clusters Score -1193568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1193577.625000 Penalty: 4566.639648
	Iteration 54Q: 3 clusters Score -1193578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1193588.250000 Penalty: 4566.639648
	Iteration 55Q: 3 clusters Score -1193588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1193589.250000 Penalty: 4566.639648
	Iteration 56Q: 3 clusters Score -1193589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1193594.375000 Penalty: 4566.639648
	Iteration 57Q: 3 clusters Score -1193594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1193601.750000 Penalty: 4566.639648
	Iteration 58Q: 3 clusters Score -1193602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1193606.125000 Penalty: 4566.639648
	Iteration 59Q: 3 clusters Score -1193606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1193605.125000 Penalty: 4566.639648
	Iteration 60F: 3 clusters Score -1193605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1193612.375000 Penalty: 4566.639648
	Iteration 61Q: 3 clusters Score -1193612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1193616.750000 Penalty: 4566.639648
	Iteration 62Q: 3 clusters Score -1193617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1193618.375000 Penalty: 4566.639648
	Iteration 63Q: 3 clusters Score -1193618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1193626.125000 Penalty: 4566.639648
	Iteration 64Q: 3 clusters Score -1193626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1193627.750000 Penalty: 4566.639648
	Iteration 65Q: 3 clusters Score -1193628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1193634.375000 Penalty: 4566.639648
	Iteration 66Q: 3 clusters Score -1193634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1193640.875000 Penalty: 4566.639648
	Iteration 67Q: 3 clusters Score -1193641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1193644.625000 Penalty: 4566.639648
	Iteration 68Q: 3 clusters Score -1193645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1193662.250000 Penalty: 4566.639648
	Iteration 69Q: 3 clusters Score -1193662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1193695.250000 Penalty: 4566.639648
	Iteration 70Q: 3 clusters Score -1193695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1193725.125000 Penalty: 4566.639648
	Iteration 71Q: 3 clusters Score -1193725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1193753.250000 Penalty: 4566.639648
	Iteration 72Q: 3 clusters Score -1193753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1193783.250000 Penalty: 4566.639648
	Iteration 73Q: 3 clusters Score -1193783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1193807.625000 Penalty: 4566.639648
	Iteration 74Q: 3 clusters Score -1193808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1193831.500000 Penalty: 4566.639648
	Iteration 75Q: 3 clusters Score -1193832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1193849.500000 Penalty: 4566.639648
	Iteration 76Q: 3 clusters Score -1193850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1193865.000000 Penalty: 4566.639648
	Iteration 77Q: 3 clusters Score -1193865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1193885.125000 Penalty: 4566.639648
	Iteration 78Q: 3 clusters Score -1193885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1193907.625000 Penalty: 4566.639648
	Iteration 79Q: 3 clusters Score -1193908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1193929.125000 Penalty: 4566.639648
	Iteration 80F: 3 clusters Score -1193929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1193941.000000 Penalty: 4566.639648
	Iteration 81Q: 3 clusters Score -1193941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1193950.500000 Penalty: 4566.639648
	Iteration 82Q: 3 clusters Score -1193950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1193955.625000 Penalty: 4566.639648
	Iteration 83Q: 3 clusters Score -1193956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1193957.875000 Penalty: 4566.639648
	Iteration 84Q: 3 clusters Score -1193958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1193955.375000 Penalty: 4566.639648
	Iteration 85Q: 3 clusters Score -1193955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1193961.250000 Penalty: 4566.639648
	Iteration 86Q: 3 clusters Score -1193961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1193960.375000 Penalty: 4566.639648
	Iteration 87Q: 3 clusters Score -1193960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1193963.500000 Penalty: 4566.639648
	Iteration 88Q: 3 clusters Score -1193964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1193964.625000 Penalty: 4566.639648
	Iteration 89Q: 3 clusters Score -1193965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1193968.125000 Penalty: 4566.639648
	Iteration 90Q: 3 clusters Score -1193968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1193969.625000 Penalty: 4566.639648
	Iteration 91Q: 3 clusters Score -1193970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1193971.500000 Penalty: 4566.639648
	Iteration 92Q: 3 clusters Score -1193972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1193971.500000 Penalty: 4566.639648
	Iteration 93F: 3 clusters Score -1193972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 248735 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 198937 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 170521 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 65366 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 2180 members 
Mstep: Class 25 contains 606 members 
Mstep: Class 26 contains 6324 members 
Entering Unmasked Estep 
Score: -124140656.000000 Penalty: 89308.210938
Splitting cluster 23 changes total score from -124113624.000000 to -124140656.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 248735 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 198937 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 170521 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 21 contains 65366 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 3642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124144728.000000 Penalty: 89308.210938
Iteration 39Q: 27 clusters Score -1.241447e+08 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 246277 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 8291 members 
Mstep: Class 5 contains 47290 members 
Mstep: Class 6 contains 11946 members 
Mstep: Class 7 contains 39731 members 
Mstep: Class 8 contains 9480 members 
Mstep: Class 9 contains 199313 members 
Mstep: Class 10 contains 5353 members 
Mstep: Class 11 contains 31664 members 
Mstep: Class 12 contains 21804 members 
Mstep: Class 13 contains 26687 members 
Mstep: Class 14 contains 45700 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 6882 members 
Mstep: Class 17 contains 170586 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 7888 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 66195 members 
Mstep: Class 22 contains 32682 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 2165 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124149368.000000 Penalty: 89308.210938
Iteration 40F: 27 clusters Score -1.241494e+08 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 243433 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 8335 members 
Mstep: Class 5 contains 48534 members 
Mstep: Class 6 contains 10734 members 
Mstep: Class 7 contains 39631 members 
Mstep: Class 8 contains 9008 members 
Mstep: Class 9 contains 199995 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 31820 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 27329 members 
Mstep: Class 14 contains 46404 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 6926 members 
Mstep: Class 17 contains 170530 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 7797 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 67231 members 
Mstep: Class 22 contains 32345 members 
Mstep: Class 23 contains 4055 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 647 members 
Mstep: Class 26 contains 6417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124152384.000000 Penalty: 89308.210938
Iteration 41Q: 27 clusters Score -1.241524e+08 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 240336 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 8301 members 
Mstep: Class 5 contains 49453 members 
Mstep: Class 6 contains 9880 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 8724 members 
Mstep: Class 9 contains 201105 members 
Mstep: Class 10 contains 5438 members 
Mstep: Class 11 contains 31985 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 27825 members 
Mstep: Class 14 contains 46888 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 6954 members 
Mstep: Class 17 contains 170488 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 7665 members 
Mstep: Class 21 contains 68459 members 
Mstep: Class 22 contains 32097 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124153720.000000 Penalty: 89308.210938
Iteration 42Q: 27 clusters Score -1.241537e+08 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 236965 members 
Mstep: Class 3 contains 7273 members 
Mstep: Class 4 contains 8251 members 
Mstep: Class 5 contains 50125 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 7 contains 39594 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 202542 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 32133 members 
Mstep: Class 12 contains 21743 members 
Mstep: Class 13 contains 28190 members 
Mstep: Class 14 contains 47211 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 170460 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 69843 members 
Mstep: Class 22 contains 31866 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 641 members 
Mstep: Class 26 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124155656.000000 Penalty: 89308.210938
Iteration 43Q: 27 clusters Score -1.241557e+08 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 233679 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 8235 members 
Mstep: Class 5 contains 50674 members 
Mstep: Class 6 contains 8795 members 
Mstep: Class 7 contains 39549 members 
Mstep: Class 8 contains 8400 members 
Mstep: Class 9 contains 204094 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 32226 members 
Mstep: Class 12 contains 21728 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 47439 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 6988 members 
Mstep: Class 17 contains 170423 members 
Mstep: Class 18 contains 10230 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 8062 members 
Mstep: Class 21 contains 71258 members 
Mstep: Class 22 contains 31632 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 640 members 
Mstep: Class 26 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124156888.000000 Penalty: 89308.210938
Iteration 44Q: 27 clusters Score -1.241569e+08 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 230403 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 51125 members 
Mstep: Class 6 contains 8386 members 
Mstep: Class 7 contains 39521 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 205633 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 32269 members 
Mstep: Class 12 contains 21701 members 
Mstep: Class 13 contains 28649 members 
Mstep: Class 14 contains 47614 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 6984 members 
Mstep: Class 17 contains 170376 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 20 contains 8242 members 
Mstep: Class 21 contains 72717 members 
Mstep: Class 22 contains 31433 members 
Mstep: Class 23 contains 4660 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 640 members 
Mstep: Class 26 contains 6922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124158080.000000 Penalty: 89308.210938
Iteration 45Q: 27 clusters Score -1.241581e+08 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 227354 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 8285 members 
Mstep: Class 5 contains 51522 members 
Mstep: Class 6 contains 8029 members 
Mstep: Class 7 contains 39484 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 206985 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 11 contains 32275 members 
Mstep: Class 12 contains 21682 members 
Mstep: Class 13 contains 28803 members 
Mstep: Class 14 contains 47697 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 170334 members 
Mstep: Class 18 contains 10099 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 20 contains 8407 members 
Mstep: Class 21 contains 74220 members 
Mstep: Class 22 contains 31288 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 640 members 
Mstep: Class 26 contains 6977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124158344.000000 Penalty: 89308.210938
Iteration 46Q: 27 clusters Score -1.241583e+08 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 224492 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 8308 members 
Mstep: Class 5 contains 51861 members 
Mstep: Class 6 contains 7723 members 
Mstep: Class 7 contains 39466 members 
Mstep: Class 8 contains 8149 members 
Mstep: Class 9 contains 208107 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 32268 members 
Mstep: Class 12 contains 21662 members 
Mstep: Class 13 contains 28892 members 
Mstep: Class 14 contains 47758 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 170311 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 8546 members 
Mstep: Class 21 contains 75812 members 
Mstep: Class 22 contains 31172 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 2508 members 
Mstep: Class 25 contains 639 members 
Mstep: Class 26 contains 6987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124159336.000000 Penalty: 89308.210938
Iteration 47Q: 27 clusters Score -1.241593e+08 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 221643 members 
Mstep: Class 3 contains 6859 members 
Mstep: Class 4 contains 8332 members 
Mstep: Class 5 contains 52151 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 39467 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 209035 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 11 contains 32244 members 
Mstep: Class 12 contains 21634 members 
Mstep: Class 13 contains 28962 members 
Mstep: Class 14 contains 47785 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 170293 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 20 contains 8676 members 
Mstep: Class 21 contains 77592 members 
Mstep: Class 22 contains 31073 members 
Mstep: Class 23 contains 4865 members 
Mstep: Class 24 contains 2540 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 6990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124160040.000000 Penalty: 89308.210938
Iteration 48Q: 27 clusters Score -1.2416e+08 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 218911 members 
Mstep: Class 3 contains 6786 members 
Mstep: Class 4 contains 8367 members 
Mstep: Class 5 contains 52386 members 
Mstep: Class 6 contains 7230 members 
Mstep: Class 7 contains 39457 members 
Mstep: Class 8 contains 8099 members 
Mstep: Class 9 contains 209668 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 32220 members 
Mstep: Class 12 contains 21607 members 
Mstep: Class 13 contains 29008 members 
Mstep: Class 14 contains 47784 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 170276 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 7640 members 
Mstep: Class 20 contains 8827 members 
Mstep: Class 21 contains 79583 members 
Mstep: Class 22 contains 30981 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 2564 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 6993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124160152.000000 Penalty: 89308.210938
Iteration 49Q: 27 clusters Score -1.241602e+08 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 216344 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 52588 members 
Mstep: Class 6 contains 7042 members 
Mstep: Class 7 contains 39474 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 210066 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 32191 members 
Mstep: Class 12 contains 21574 members 
Mstep: Class 13 contains 29036 members 
Mstep: Class 14 contains 47769 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 170255 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7621 members 
Mstep: Class 20 contains 8979 members 
Mstep: Class 21 contains 81646 members 
Mstep: Class 22 contains 30900 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124160992.000000 Penalty: 89308.210938
Iteration 50Q: 27 clusters Score -1.24161e+08 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 213935 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 8429 members 
Mstep: Class 5 contains 52748 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 39518 members 
Mstep: Class 8 contains 8123 members 
Mstep: Class 9 contains 210094 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 32161 members 
Mstep: Class 12 contains 21537 members 
Mstep: Class 13 contains 29047 members 
Mstep: Class 14 contains 47739 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 7050 members 
Mstep: Class 17 contains 170258 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 9156 members 
Mstep: Class 21 contains 83898 members 
Mstep: Class 22 contains 30824 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 7039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124161736.000000 Penalty: 89308.210938
Iteration 51Q: 27 clusters Score -1.241617e+08 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 211630 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 8441 members 
Mstep: Class 5 contains 52895 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 39576 members 
Mstep: Class 8 contains 8142 members 
Mstep: Class 9 contains 209794 members 
Mstep: Class 10 contains 5809 members 
Mstep: Class 11 contains 32142 members 
Mstep: Class 12 contains 21503 members 
Mstep: Class 13 contains 29060 members 
Mstep: Class 14 contains 47721 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 7068 members 
Mstep: Class 17 contains 170281 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 9310 members 
Mstep: Class 21 contains 86370 members 
Mstep: Class 22 contains 30760 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 7045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124162520.000000 Penalty: 89308.210938
Iteration 52Q: 27 clusters Score -1.241625e+08 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 209517 members 
Mstep: Class 3 contains 6490 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 53013 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 39642 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 209289 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 32142 members 
Mstep: Class 12 contains 21476 members 
Mstep: Class 13 contains 29077 members 
Mstep: Class 14 contains 47677 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 7085 members 
Mstep: Class 17 contains 170325 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7571 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 88873 members 
Mstep: Class 22 contains 30692 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 2592 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 7037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124163896.000000 Penalty: 89308.210938
Iteration 53Q: 27 clusters Score -1.241639e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 207529 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 53115 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 39686 members 
Mstep: Class 8 contains 8175 members 
Mstep: Class 9 contains 208679 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 32145 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 29101 members 
Mstep: Class 14 contains 47633 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 170368 members 
Mstep: Class 18 contains 10051 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 9548 members 
Mstep: Class 21 contains 91446 members 
Mstep: Class 22 contains 30624 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 2592 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124164832.000000 Penalty: 89308.210938
Iteration 54Q: 27 clusters Score -1.241648e+08 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 205476 members 
Mstep: Class 3 contains 6328 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 5 contains 53200 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 39732 members 
Mstep: Class 8 contains 8188 members 
Mstep: Class 9 contains 207955 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 32144 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 29122 members 
Mstep: Class 14 contains 47595 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 7089 members 
Mstep: Class 17 contains 170393 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 7522 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 94178 members 
Mstep: Class 22 contains 30573 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 2599 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 7001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124165304.000000 Penalty: 89308.210938
Iteration 55Q: 27 clusters Score -1.241653e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 203321 members 
Mstep: Class 3 contains 6275 members 
Mstep: Class 4 contains 8440 members 
Mstep: Class 5 contains 53271 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 39796 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 207155 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 11 contains 32149 members 
Mstep: Class 12 contains 21421 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 47572 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 7086 members 
Mstep: Class 17 contains 170401 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 7500 members 
Mstep: Class 20 contains 9719 members 
Mstep: Class 21 contains 97113 members 
Mstep: Class 22 contains 30534 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 634 members 
Mstep: Class 26 contains 6970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124166216.000000 Penalty: 89308.210938
Iteration 56Q: 27 clusters Score -1.241662e+08 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 201105 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 53329 members 
Mstep: Class 6 contains 6324 members 
Mstep: Class 7 contains 39857 members 
Mstep: Class 8 contains 8220 members 
Mstep: Class 9 contains 206255 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 32170 members 
Mstep: Class 12 contains 21406 members 
Mstep: Class 13 contains 29157 members 
Mstep: Class 14 contains 47554 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 7090 members 
Mstep: Class 17 contains 170405 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 9772 members 
Mstep: Class 21 contains 100197 members 
Mstep: Class 22 contains 30503 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 2608 members 
Mstep: Class 25 contains 634 members 
Mstep: Class 26 contains 6952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124166624.000000 Penalty: 89308.210938
Iteration 57Q: 27 clusters Score -1.241666e+08 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 198781 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 53383 members 
Mstep: Class 6 contains 6274 members 
Mstep: Class 7 contains 39890 members 
Mstep: Class 8 contains 8244 members 
Mstep: Class 9 contains 205380 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 32178 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 29171 members 
Mstep: Class 14 contains 47508 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 17 contains 170408 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 9821 members 
Mstep: Class 21 contains 103412 members 
Mstep: Class 22 contains 30489 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 2607 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 6937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124166904.000000 Penalty: 89308.210938
Iteration 58Q: 27 clusters Score -1.241669e+08 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 196454 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 8441 members 
Mstep: Class 5 contains 53428 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 39903 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 204487 members 
Mstep: Class 10 contains 6114 members 
Mstep: Class 11 contains 32181 members 
Mstep: Class 12 contains 21374 members 
Mstep: Class 13 contains 29182 members 
Mstep: Class 14 contains 47475 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 170391 members 
Mstep: Class 18 contains 10049 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 9865 members 
Mstep: Class 21 contains 106717 members 
Mstep: Class 22 contains 30449 members 
Mstep: Class 23 contains 5106 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 6914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124167696.000000 Penalty: 89308.210938
Iteration 59Q: 27 clusters Score -1.241677e+08 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 194018 members 
Mstep: Class 3 contains 5959 members 
Mstep: Class 4 contains 8436 members 
Mstep: Class 5 contains 53464 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 39888 members 
Mstep: Class 8 contains 8282 members 
Mstep: Class 9 contains 203585 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 32191 members 
Mstep: Class 12 contains 21367 members 
Mstep: Class 13 contains 29195 members 
Mstep: Class 14 contains 47427 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 170376 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 9886 members 
Mstep: Class 21 contains 110190 members 
Mstep: Class 22 contains 30431 members 
Mstep: Class 23 contains 5116 members 
Mstep: Class 24 contains 2609 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 6864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124168968.000000 Penalty: 89308.210938
Iteration 60F: 27 clusters Score -1.24169e+08 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 191483 members 
Mstep: Class 3 contains 5876 members 
Mstep: Class 4 contains 8475 members 
Mstep: Class 5 contains 53491 members 
Mstep: Class 6 contains 6178 members 
Mstep: Class 7 contains 39853 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 202599 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 11 contains 32191 members 
Mstep: Class 12 contains 21303 members 
Mstep: Class 13 contains 29200 members 
Mstep: Class 14 contains 47376 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 7130 members 
Mstep: Class 17 contains 170348 members 
Mstep: Class 18 contains 10051 members 
Mstep: Class 19 contains 7423 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 113818 members 
Mstep: Class 22 contains 30442 members 
Mstep: Class 23 contains 5134 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124170288.000000 Penalty: 89308.210938
Iteration 61Q: 27 clusters Score -1.241703e+08 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 188898 members 
Mstep: Class 3 contains 5813 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 53526 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 39831 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 201521 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 32201 members 
Mstep: Class 12 contains 21216 members 
Mstep: Class 13 contains 29209 members 
Mstep: Class 14 contains 47348 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 7140 members 
Mstep: Class 17 contains 170369 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7406 members 
Mstep: Class 20 contains 9885 members 
Mstep: Class 21 contains 117595 members 
Mstep: Class 22 contains 30445 members 
Mstep: Class 23 contains 5152 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 641 members 
Mstep: Class 26 contains 6804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124170656.000000 Penalty: 89308.210938
Iteration 62Q: 27 clusters Score -1.241707e+08 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 186144 members 
Mstep: Class 3 contains 5746 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 53553 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 39826 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 200518 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 32206 members 
Mstep: Class 12 contains 21135 members 
Mstep: Class 13 contains 29219 members 
Mstep: Class 14 contains 47270 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 170396 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 9848 members 
Mstep: Class 21 contains 121571 members 
Mstep: Class 22 contains 30456 members 
Mstep: Class 23 contains 5172 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 6732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124171736.000000 Penalty: 89308.210938
Iteration 63Q: 27 clusters Score -1.241717e+08 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 183273 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 8503 members 
Mstep: Class 5 contains 53577 members 
Mstep: Class 6 contains 6109 members 
Mstep: Class 7 contains 39816 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 199533 members 
Mstep: Class 10 contains 6423 members 
Mstep: Class 11 contains 32203 members 
Mstep: Class 12 contains 21059 members 
Mstep: Class 13 contains 29217 members 
Mstep: Class 14 contains 47194 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 170380 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 9800 members 
Mstep: Class 21 contains 125661 members 
Mstep: Class 22 contains 30452 members 
Mstep: Class 23 contains 5194 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 631 members 
Mstep: Class 26 contains 6674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124173664.000000 Penalty: 89308.210938
Iteration 64Q: 27 clusters Score -1.241737e+08 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 180501 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 53604 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 7 contains 39772 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 198495 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 32215 members 
Mstep: Class 12 contains 20995 members 
Mstep: Class 13 contains 29225 members 
Mstep: Class 14 contains 47109 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 7196 members 
Mstep: Class 17 contains 170362 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 9703 members 
Mstep: Class 21 contains 129774 members 
Mstep: Class 22 contains 30454 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 2620 members 
Mstep: Class 25 contains 630 members 
Mstep: Class 26 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124174312.000000 Penalty: 89308.210938
Iteration 65Q: 27 clusters Score -1.241743e+08 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 177753 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 53618 members 
Mstep: Class 6 contains 6076 members 
Mstep: Class 7 contains 39721 members 
Mstep: Class 8 contains 8462 members 
Mstep: Class 9 contains 197348 members 
Mstep: Class 10 contains 6562 members 
Mstep: Class 11 contains 32226 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 29235 members 
Mstep: Class 14 contains 47042 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 7217 members 
Mstep: Class 17 contains 170338 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 9590 members 
Mstep: Class 21 contains 134000 members 
Mstep: Class 22 contains 30474 members 
Mstep: Class 23 contains 5248 members 
Mstep: Class 24 contains 2620 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124175632.000000 Penalty: 89308.210938
Iteration 66Q: 27 clusters Score -1.241756e+08 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 175031 members 
Mstep: Class 3 contains 5440 members 
Mstep: Class 4 contains 8327 members 
Mstep: Class 5 contains 53630 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 39643 members 
Mstep: Class 8 contains 8504 members 
Mstep: Class 9 contains 196097 members 
Mstep: Class 10 contains 6627 members 
Mstep: Class 11 contains 32255 members 
Mstep: Class 12 contains 20910 members 
Mstep: Class 13 contains 29238 members 
Mstep: Class 14 contains 46964 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 170298 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 9472 members 
Mstep: Class 21 contains 138293 members 
Mstep: Class 22 contains 30484 members 
Mstep: Class 23 contains 5291 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 628 members 
Mstep: Class 26 contains 6560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124177080.000000 Penalty: 89308.210938
Iteration 67Q: 27 clusters Score -1.241771e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 172574 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 8254 members 
Mstep: Class 5 contains 53642 members 
Mstep: Class 6 contains 6063 members 
Mstep: Class 7 contains 39557 members 
Mstep: Class 8 contains 8546 members 
Mstep: Class 9 contains 194730 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 32283 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 29241 members 
Mstep: Class 14 contains 46890 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 170234 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 9331 members 
Mstep: Class 21 contains 142476 members 
Mstep: Class 22 contains 30498 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2617 members 
Mstep: Class 25 contains 627 members 
Mstep: Class 26 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124178528.000000 Penalty: 89308.210938
Iteration 68Q: 27 clusters Score -1.241785e+08 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 170128 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 53649 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 39472 members 
Mstep: Class 8 contains 8606 members 
Mstep: Class 9 contains 193265 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 32290 members 
Mstep: Class 12 contains 20860 members 
Mstep: Class 13 contains 29252 members 
Mstep: Class 14 contains 46827 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 170198 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7313 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 146664 members 
Mstep: Class 22 contains 30502 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 626 members 
Mstep: Class 26 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124180352.000000 Penalty: 89308.210938
Iteration 69Q: 27 clusters Score -1.241804e+08 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 167469 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 8162 members 
Mstep: Class 5 contains 53658 members 
Mstep: Class 6 contains 6052 members 
Mstep: Class 7 contains 39435 members 
Mstep: Class 8 contains 8660 members 
Mstep: Class 9 contains 191547 members 
Mstep: Class 10 contains 6720 members 
Mstep: Class 11 contains 32300 members 
Mstep: Class 12 contains 20846 members 
Mstep: Class 13 contains 29258 members 
Mstep: Class 14 contains 46779 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 170180 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 9016 members 
Mstep: Class 21 contains 151282 members 
Mstep: Class 22 contains 30512 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 624 members 
Mstep: Class 26 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124182016.000000 Penalty: 89308.210938
Iteration 70Q: 27 clusters Score -1.24182e+08 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 164545 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 53666 members 
Mstep: Class 6 contains 6046 members 
Mstep: Class 7 contains 39423 members 
Mstep: Class 8 contains 8719 members 
Mstep: Class 9 contains 189679 members 
Mstep: Class 10 contains 6730 members 
Mstep: Class 11 contains 32294 members 
Mstep: Class 12 contains 20843 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 46705 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 16 contains 7282 members 
Mstep: Class 17 contains 170160 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 19 contains 7289 members 
Mstep: Class 20 contains 8837 members 
Mstep: Class 21 contains 156315 members 
Mstep: Class 22 contains 30538 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 6560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183032.000000 Penalty: 89308.210938
Iteration 71Q: 27 clusters Score -1.24183e+08 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 161246 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 8100 members 
Mstep: Class 5 contains 53674 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 39410 members 
Mstep: Class 8 contains 8760 members 
Mstep: Class 9 contains 187883 members 
Mstep: Class 10 contains 6712 members 
Mstep: Class 11 contains 32286 members 
Mstep: Class 12 contains 20842 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 46648 members 
Mstep: Class 15 contains 2012 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 170107 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 8614 members 
Mstep: Class 21 contains 161714 members 
Mstep: Class 22 contains 30567 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 6536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124184824.000000 Penalty: 89308.210938
Iteration 72Q: 27 clusters Score -1.241848e+08 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 157468 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 53677 members 
Mstep: Class 6 contains 6036 members 
Mstep: Class 7 contains 39408 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 186045 members 
Mstep: Class 10 contains 6686 members 
Mstep: Class 11 contains 32266 members 
Mstep: Class 12 contains 20828 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46608 members 
Mstep: Class 15 contains 2014 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 170105 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 167545 members 
Mstep: Class 22 contains 30609 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 2607 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 6523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185888.000000 Penalty: 89308.210938
Iteration 73Q: 27 clusters Score -1.241859e+08 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 153333 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 53682 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 39449 members 
Mstep: Class 8 contains 8854 members 
Mstep: Class 9 contains 183992 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 32244 members 
Mstep: Class 12 contains 20819 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 2017 members 
Mstep: Class 16 contains 7294 members 
Mstep: Class 17 contains 170193 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 21 contains 173716 members 
Mstep: Class 22 contains 30692 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 6522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124186632.000000 Penalty: 89308.210938
Iteration 74Q: 27 clusters Score -1.241866e+08 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 148860 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 53690 members 
Mstep: Class 6 contains 6031 members 
Mstep: Class 7 contains 39559 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 181573 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 32229 members 
Mstep: Class 12 contains 20809 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 17 contains 170357 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7235 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 180489 members 
Mstep: Class 22 contains 30799 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124187744.000000 Penalty: 89308.210938
Iteration 75Q: 27 clusters Score -1.241877e+08 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 144269 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 53698 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 39715 members 
Mstep: Class 8 contains 8944 members 
Mstep: Class 9 contains 179135 members 
Mstep: Class 10 contains 6655 members 
Mstep: Class 11 contains 32202 members 
Mstep: Class 12 contains 20802 members 
Mstep: Class 13 contains 29274 members 
Mstep: Class 14 contains 46581 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7311 members 
Mstep: Class 17 contains 170570 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 7422 members 
Mstep: Class 21 contains 187323 members 
Mstep: Class 22 contains 30938 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 606 members 
Mstep: Class 26 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189048.000000 Penalty: 89308.210938
Iteration 76Q: 27 clusters Score -1.24189e+08 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 140091 members 
Mstep: Class 3 contains 4887 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 53698 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 39831 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 176618 members 
Mstep: Class 10 contains 6636 members 
Mstep: Class 11 contains 32168 members 
Mstep: Class 12 contains 20791 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 46573 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7312 members 
Mstep: Class 17 contains 170791 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 7024 members 
Mstep: Class 21 contains 193915 members 
Mstep: Class 22 contains 31089 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189536.000000 Penalty: 89308.210938
Iteration 77Q: 27 clusters Score -1.241895e+08 nChanged 14466
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 136117 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 53702 members 
Mstep: Class 6 contains 6014 members 
Mstep: Class 7 contains 39975 members 
Mstep: Class 8 contains 9010 members 
Mstep: Class 9 contains 174352 members 
Mstep: Class 10 contains 6606 members 
Mstep: Class 11 contains 32132 members 
Mstep: Class 12 contains 20789 members 
Mstep: Class 13 contains 29282 members 
Mstep: Class 14 contains 46606 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7303 members 
Mstep: Class 17 contains 171024 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 200037 members 
Mstep: Class 22 contains 31269 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189888.000000 Penalty: 89308.210938
Iteration 78Q: 27 clusters Score -1.241899e+08 nChanged 14520
Entering ConstructFrom: 
Score: -124189888.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (17461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Entering Unmasked Estep 
Score: -2081311.500000 Penalty: 2422.395752
	Iteration 0F: 2 clusters Score -2081312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2068834.875000 Penalty: 4844.791504
	Iteration 0F: 3 clusters Score -2068835 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2073012.875000 Penalty: 4844.791504
	Iteration 1F: 3 clusters Score -2073013 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2073445.625000 Penalty: 4844.791504
	Iteration 2F: 3 clusters Score -2073446 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2073853.750000 Penalty: 4844.791504
	Iteration 3F: 3 clusters Score -2073854 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2074301.625000 Penalty: 4844.791504
	Iteration 4Q: 3 clusters Score -2074302 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2074800.000000 Penalty: 4844.791504
	Iteration 5F: 3 clusters Score -2074800 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2075301.500000 Penalty: 4844.791504
	Iteration 6F: 3 clusters Score -2075302 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2075859.500000 Penalty: 4844.791504
	Iteration 7F: 3 clusters Score -2075860 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2076408.000000 Penalty: 4844.791504
	Iteration 8F: 3 clusters Score -2076408 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2076947.125000 Penalty: 4844.791504
	Iteration 9Q: 3 clusters Score -2076947 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2077479.750000 Penalty: 4844.791504
	Iteration 10Q: 3 clusters Score -2077480 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2077902.250000 Penalty: 4844.791504
	Iteration 11Q: 3 clusters Score -2077902 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2078213.500000 Penalty: 4844.791504
	Iteration 12Q: 3 clusters Score -2078214 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2078433.125000 Penalty: 4844.791504
	Iteration 13Q: 3 clusters Score -2078433 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2078585.750000 Penalty: 4844.791504
	Iteration 14Q: 3 clusters Score -2078586 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2078726.250000 Penalty: 4844.791504
	Iteration 15Q: 3 clusters Score -2078726 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2078807.750000 Penalty: 4844.791504
	Iteration 16Q: 3 clusters Score -2078808 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2078862.125000 Penalty: 4844.791504
	Iteration 17Q: 3 clusters Score -2078862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2078916.250000 Penalty: 4844.791504
	Iteration 18Q: 3 clusters Score -2078916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2078949.625000 Penalty: 4844.791504
	Iteration 19Q: 3 clusters Score -2078950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2078976.750000 Penalty: 4844.791504
	Iteration 20F: 3 clusters Score -2078977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2078986.250000 Penalty: 4844.791504
	Iteration 21Q: 3 clusters Score -2078986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2079008.875000 Penalty: 4844.791504
	Iteration 22Q: 3 clusters Score -2079009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2079026.500000 Penalty: 4844.791504
	Iteration 23Q: 3 clusters Score -2079026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2079041.125000 Penalty: 4844.791504
	Iteration 24Q: 3 clusters Score -2079041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2079049.000000 Penalty: 4844.791504
	Iteration 25Q: 3 clusters Score -2079049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2079063.875000 Penalty: 4844.791504
	Iteration 26Q: 3 clusters Score -2079064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2079071.125000 Penalty: 4844.791504
	Iteration 27Q: 3 clusters Score -2079071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2079080.125000 Penalty: 4844.791504
	Iteration 28Q: 3 clusters Score -2079080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2079087.750000 Penalty: 4844.791504
	Iteration 29Q: 3 clusters Score -2079088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2079097.875000 Penalty: 4844.791504
	Iteration 30Q: 3 clusters Score -2079098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2079101.000000 Penalty: 4844.791504
	Iteration 31Q: 3 clusters Score -2079101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2079102.250000 Penalty: 4844.791504
	Iteration 32Q: 3 clusters Score -2079102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2079106.625000 Penalty: 4844.791504
	Iteration 33Q: 3 clusters Score -2079107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2079105.125000 Penalty: 4844.791504
	Iteration 34Q: 3 clusters Score -2079105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2079113.000000 Penalty: 4844.791504
	Iteration 35Q: 3 clusters Score -2079113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2079119.250000 Penalty: 4844.791504
	Iteration 36Q: 3 clusters Score -2079119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2079120.625000 Penalty: 4844.791504
	Iteration 37Q: 3 clusters Score -2079121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2079120.500000 Penalty: 4844.791504
	Iteration 38Q: 3 clusters Score -2079120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2079124.750000 Penalty: 4844.791504
	Iteration 39Q: 3 clusters Score -2079125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2079125.500000 Penalty: 4844.791504
	Iteration 40F: 3 clusters Score -2079126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2079124.625000 Penalty: 4844.791504
	Iteration 41Q: 3 clusters Score -2079125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2079124.125000 Penalty: 4844.791504
	Iteration 42Q: 3 clusters Score -2079124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2079123.125000 Penalty: 4844.791504
	Iteration 43Q: 3 clusters Score -2079123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2079121.250000 Penalty: 4844.791504
	Iteration 44Q: 3 clusters Score -2079121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2079128.250000 Penalty: 4844.791504
	Iteration 45Q: 3 clusters Score -2079128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2079120.750000 Penalty: 4844.791504
	Iteration 46Q: 3 clusters Score -2079121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2079123.750000 Penalty: 4844.791504
	Iteration 47Q: 3 clusters Score -2079124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2079127.125000 Penalty: 4844.791504
	Iteration 48Q: 3 clusters Score -2079127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2079128.000000 Penalty: 4844.791504
	Iteration 49Q: 3 clusters Score -2079128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2079123.750000 Penalty: 4844.791504
	Iteration 50Q: 3 clusters Score -2079124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2079128.875000 Penalty: 4844.791504
	Iteration 51Q: 3 clusters Score -2079129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2079132.750000 Penalty: 4844.791504
	Iteration 52Q: 3 clusters Score -2079133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2079137.875000 Penalty: 4844.791504
	Iteration 53Q: 3 clusters Score -2079138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2079138.375000 Penalty: 4844.791504
	Iteration 54Q: 3 clusters Score -2079138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2079138.250000 Penalty: 4844.791504
	Iteration 55Q: 3 clusters Score -2079138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2079131.375000 Penalty: 4844.791504
	Iteration 56Q: 3 clusters Score -2079131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2079133.250000 Penalty: 4844.791504
	Iteration 57Q: 3 clusters Score -2079133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2079138.000000 Penalty: 4844.791504
	Iteration 58Q: 3 clusters Score -2079138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2079136.500000 Penalty: 4844.791504
	Iteration 59Q: 3 clusters Score -2079136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2079139.875000 Penalty: 4844.791504
	Iteration 60F: 3 clusters Score -2079140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2079140.500000 Penalty: 4844.791504
	Iteration 61Q: 3 clusters Score -2079140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2079138.750000 Penalty: 4844.791504
	Iteration 62Q: 3 clusters Score -2079139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2079136.875000 Penalty: 4844.791504
	Iteration 63Q: 3 clusters Score -2079137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2079137.750000 Penalty: 4844.791504
	Iteration 64Q: 3 clusters Score -2079138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2079139.250000 Penalty: 4844.791504
	Iteration 65Q: 3 clusters Score -2079139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2079139.250000 Penalty: 4844.791504
	Iteration 66F: 3 clusters Score -2079139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (132484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Entering Unmasked Estep 
Score: -16444902.000000 Penalty: 2924.965820
	Iteration 0F: 2 clusters Score -1.64449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -16356392.000000 Penalty: 5849.931641
	Iteration 0F: 3 clusters Score -1.635639e+07 nChanged 63148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -16392643.000000 Penalty: 5849.931641
	Iteration 1F: 3 clusters Score -1.639264e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -16393544.000000 Penalty: 5849.931641
	Iteration 2Q: 3 clusters Score -1.639354e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -16394815.000000 Penalty: 5849.931641
	Iteration 3Q: 3 clusters Score -1.639482e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -16396896.000000 Penalty: 5849.931641
	Iteration 4Q: 3 clusters Score -1.63969e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -16400199.000000 Penalty: 5849.931641
	Iteration 5Q: 3 clusters Score -1.64002e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -16405055.000000 Penalty: 5849.931641
	Iteration 6F: 3 clusters Score -1.640506e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -16411590.000000 Penalty: 5849.931641
	Iteration 7F: 3 clusters Score -1.641159e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -16418832.000000 Penalty: 5849.931641
	Iteration 8F: 3 clusters Score -1.641883e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -16425360.000000 Penalty: 5849.931641
	Iteration 9F: 3 clusters Score -1.642536e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -16429951.000000 Penalty: 5849.931641
	Iteration 10F: 3 clusters Score -1.642995e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -16432180.000000 Penalty: 5849.931641
	Iteration 11Q: 3 clusters Score -1.643218e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -16433062.000000 Penalty: 5849.931641
	Iteration 12Q: 3 clusters Score -1.643306e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -16433557.000000 Penalty: 5849.931641
	Iteration 13Q: 3 clusters Score -1.643356e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -16433863.000000 Penalty: 5849.931641
	Iteration 14Q: 3 clusters Score -1.643386e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -16434110.000000 Penalty: 5849.931641
	Iteration 15Q: 3 clusters Score -1.643411e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -16434338.000000 Penalty: 5849.931641
	Iteration 16Q: 3 clusters Score -1.643434e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -16434579.000000 Penalty: 5849.931641
	Iteration 17Q: 3 clusters Score -1.643458e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -16434782.000000 Penalty: 5849.931641
	Iteration 18Q: 3 clusters Score -1.643478e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -16434990.000000 Penalty: 5849.931641
	Iteration 19Q: 3 clusters Score -1.643499e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -16435149.000000 Penalty: 5849.931641
	Iteration 20F: 3 clusters Score -1.643515e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -16435365.000000 Penalty: 5849.931641
	Iteration 21Q: 3 clusters Score -1.643536e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -16435575.000000 Penalty: 5849.931641
	Iteration 22Q: 3 clusters Score -1.643558e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -16435767.000000 Penalty: 5849.931641
	Iteration 23Q: 3 clusters Score -1.643577e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -16435992.000000 Penalty: 5849.931641
	Iteration 24Q: 3 clusters Score -1.643599e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -16436204.000000 Penalty: 5849.931641
	Iteration 25Q: 3 clusters Score -1.64362e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -16436468.000000 Penalty: 5849.931641
	Iteration 26Q: 3 clusters Score -1.643647e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -16436674.000000 Penalty: 5849.931641
	Iteration 27Q: 3 clusters Score -1.643667e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -16436897.000000 Penalty: 5849.931641
	Iteration 28Q: 3 clusters Score -1.64369e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -16437127.000000 Penalty: 5849.931641
	Iteration 29Q: 3 clusters Score -1.643713e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -16437351.000000 Penalty: 5849.931641
	Iteration 30Q: 3 clusters Score -1.643735e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -16437551.000000 Penalty: 5849.931641
	Iteration 31Q: 3 clusters Score -1.643755e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -16437770.000000 Penalty: 5849.931641
	Iteration 32Q: 3 clusters Score -1.643777e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -16438013.000000 Penalty: 5849.931641
	Iteration 33Q: 3 clusters Score -1.643801e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -16438197.000000 Penalty: 5849.931641
	Iteration 34Q: 3 clusters Score -1.64382e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -16438439.000000 Penalty: 5849.931641
	Iteration 35Q: 3 clusters Score -1.643844e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -16438646.000000 Penalty: 5849.931641
	Iteration 36Q: 3 clusters Score -1.643865e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -16438802.000000 Penalty: 5849.931641
	Iteration 37Q: 3 clusters Score -1.64388e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -16439030.000000 Penalty: 5849.931641
	Iteration 38Q: 3 clusters Score -1.643903e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -16439197.000000 Penalty: 5849.931641
	Iteration 39Q: 3 clusters Score -1.64392e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -16439412.000000 Penalty: 5849.931641
	Iteration 40F: 3 clusters Score -1.643941e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -16439653.000000 Penalty: 5849.931641
	Iteration 41Q: 3 clusters Score -1.643965e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -16439894.000000 Penalty: 5849.931641
	Iteration 42Q: 3 clusters Score -1.643989e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -16440030.000000 Penalty: 5849.931641
	Iteration 43Q: 3 clusters Score -1.644003e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -16440270.000000 Penalty: 5849.931641
	Iteration 44Q: 3 clusters Score -1.644027e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -16440417.000000 Penalty: 5849.931641
	Iteration 45Q: 3 clusters Score -1.644042e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -16440667.000000 Penalty: 5849.931641
	Iteration 46Q: 3 clusters Score -1.644067e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -16440853.000000 Penalty: 5849.931641
	Iteration 47Q: 3 clusters Score -1.644085e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111527 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -16441009.000000 Penalty: 5849.931641
	Iteration 48Q: 3 clusters Score -1.644101e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -16441107.000000 Penalty: 5849.931641
	Iteration 49Q: 3 clusters Score -1.644111e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113025 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -16441295.000000 Penalty: 5849.931641
	Iteration 50Q: 3 clusters Score -1.64413e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -16441446.000000 Penalty: 5849.931641
	Iteration 51Q: 3 clusters Score -1.644145e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -16441603.000000 Penalty: 5849.931641
	Iteration 52Q: 3 clusters Score -1.64416e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115094 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -16441721.000000 Penalty: 5849.931641
	Iteration 53Q: 3 clusters Score -1.644172e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115709 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -16441930.000000 Penalty: 5849.931641
	Iteration 54Q: 3 clusters Score -1.644193e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -16442014.000000 Penalty: 5849.931641
	Iteration 55Q: 3 clusters Score -1.644201e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -16442060.000000 Penalty: 5849.931641
	Iteration 56Q: 3 clusters Score -1.644206e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -16442085.000000 Penalty: 5849.931641
	Iteration 57Q: 3 clusters Score -1.644208e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -16442123.000000 Penalty: 5849.931641
	Iteration 58Q: 3 clusters Score -1.644212e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118164 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -16442209.000000 Penalty: 5849.931641
	Iteration 59Q: 3 clusters Score -1.644221e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118577 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -16442292.000000 Penalty: 5849.931641
	Iteration 60F: 3 clusters Score -1.644229e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -16442362.000000 Penalty: 5849.931641
	Iteration 61Q: 3 clusters Score -1.644236e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -16442383.000000 Penalty: 5849.931641
	Iteration 62Q: 3 clusters Score -1.644238e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119774 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -16442450.000000 Penalty: 5849.931641
	Iteration 63Q: 3 clusters Score -1.644245e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120167 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -16442570.000000 Penalty: 5849.931641
	Iteration 64Q: 3 clusters Score -1.644257e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -16442619.000000 Penalty: 5849.931641
	Iteration 65Q: 3 clusters Score -1.644262e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -16442746.000000 Penalty: 5849.931641
	Iteration 66Q: 3 clusters Score -1.644275e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121283 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -16442805.000000 Penalty: 5849.931641
	Iteration 67Q: 3 clusters Score -1.64428e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121612 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -16442844.000000 Penalty: 5849.931641
	Iteration 68Q: 3 clusters Score -1.644284e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121935 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -16442938.000000 Penalty: 5849.931641
	Iteration 69Q: 3 clusters Score -1.644294e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -16443024.000000 Penalty: 5849.931641
	Iteration 70Q: 3 clusters Score -1.644302e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -16443107.000000 Penalty: 5849.931641
	Iteration 71Q: 3 clusters Score -1.644311e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122709 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -16443137.000000 Penalty: 5849.931641
	Iteration 72Q: 3 clusters Score -1.644314e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -16443168.000000 Penalty: 5849.931641
	Iteration 73Q: 3 clusters Score -1.644317e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -16443197.000000 Penalty: 5849.931641
	Iteration 74Q: 3 clusters Score -1.64432e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -16443196.000000 Penalty: 5849.931641
	Iteration 75Q: 3 clusters Score -1.64432e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -16443223.000000 Penalty: 5849.931641
	Iteration 76Q: 3 clusters Score -1.644322e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -16443238.000000 Penalty: 5849.931641
	Iteration 77Q: 3 clusters Score -1.644324e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123774 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -16443231.000000 Penalty: 5849.931641
	Iteration 78Q: 3 clusters Score -1.644323e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123906 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -16443251.000000 Penalty: 5849.931641
	Iteration 79Q: 3 clusters Score -1.644325e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124002 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -16443274.000000 Penalty: 5849.931641
	Iteration 80F: 3 clusters Score -1.644327e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -16443273.000000 Penalty: 5849.931641
	Iteration 81Q: 3 clusters Score -1.644327e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -16443293.000000 Penalty: 5849.931641
	Iteration 82Q: 3 clusters Score -1.644329e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124236 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -16443317.000000 Penalty: 5849.931641
	Iteration 83Q: 3 clusters Score -1.644332e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -16443323.000000 Penalty: 5849.931641
	Iteration 84Q: 3 clusters Score -1.644332e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -16443341.000000 Penalty: 5849.931641
	Iteration 85Q: 3 clusters Score -1.644334e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -16443347.000000 Penalty: 5849.931641
	Iteration 86Q: 3 clusters Score -1.644335e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -16443372.000000 Penalty: 5849.931641
	Iteration 87Q: 3 clusters Score -1.644337e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124660 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -16443407.000000 Penalty: 5849.931641
	Iteration 88Q: 3 clusters Score -1.644341e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -16443405.000000 Penalty: 5849.931641
	Iteration 89Q: 3 clusters Score -1.64434e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124794 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -16443406.000000 Penalty: 5849.931641
	Iteration 90Q: 3 clusters Score -1.644341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -16443421.000000 Penalty: 5849.931641
	Iteration 91Q: 3 clusters Score -1.644342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124891 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -16443419.000000 Penalty: 5849.931641
	Iteration 92Q: 3 clusters Score -1.644342e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124949 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -16443430.000000 Penalty: 5849.931641
	Iteration 93Q: 3 clusters Score -1.644343e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -16443419.000000 Penalty: 5849.931641
	Iteration 94Q: 3 clusters Score -1.644342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125066 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -16443405.000000 Penalty: 5849.931641
	Iteration 95Q: 3 clusters Score -1.64434e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -16443395.000000 Penalty: 5849.931641
	Iteration 96Q: 3 clusters Score -1.64434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125189 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -16443393.000000 Penalty: 5849.931641
	Iteration 97Q: 3 clusters Score -1.644339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125243 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -16443400.000000 Penalty: 5849.931641
	Iteration 98Q: 3 clusters Score -1.64434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125284 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -16443396.000000 Penalty: 5849.931641
	Iteration 99Q: 3 clusters Score -1.64434e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -16443384.000000 Penalty: 5849.931641
	Iteration 100F: 3 clusters Score -1.644338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -16443400.000000 Penalty: 5849.931641
	Iteration 101Q: 3 clusters Score -1.64434e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -16443394.000000 Penalty: 5849.931641
	Iteration 102Q: 3 clusters Score -1.644339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125422 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -16443387.000000 Penalty: 5849.931641
	Iteration 103Q: 3 clusters Score -1.644339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -16443406.000000 Penalty: 5849.931641
	Iteration 104Q: 3 clusters Score -1.644341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -16443396.000000 Penalty: 5849.931641
	Iteration 105Q: 3 clusters Score -1.64434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -16443381.000000 Penalty: 5849.931641
	Iteration 106Q: 3 clusters Score -1.644338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -16443379.000000 Penalty: 5849.931641
	Iteration 107Q: 3 clusters Score -1.644338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125531 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -16443387.000000 Penalty: 5849.931641
	Iteration 108Q: 3 clusters Score -1.644339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -16443372.000000 Penalty: 5849.931641
	Iteration 109Q: 3 clusters Score -1.644337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -16443393.000000 Penalty: 5849.931641
	Iteration 110Q: 3 clusters Score -1.644339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -16443389.000000 Penalty: 5849.931641
	Iteration 111Q: 3 clusters Score -1.644339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125635 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -16443387.000000 Penalty: 5849.931641
	Iteration 112Q: 3 clusters Score -1.644339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125653 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -16443397.000000 Penalty: 5849.931641
	Iteration 113Q: 3 clusters Score -1.64434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125664 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -16443399.000000 Penalty: 5849.931641
	Iteration 114Q: 3 clusters Score -1.64434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125671 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -16443425.000000 Penalty: 5849.931641
	Iteration 115Q: 3 clusters Score -1.644342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -16443431.000000 Penalty: 5849.931641
	Iteration 116Q: 3 clusters Score -1.644343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -16443429.000000 Penalty: 5849.931641
	Iteration 117Q: 3 clusters Score -1.644343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -16443429.000000 Penalty: 5849.931641
	Iteration 118F: 3 clusters Score -1.644343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -580999.250000 Penalty: 2102.707764
	Iteration 0F: 2 clusters Score -580999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -576567.875000 Penalty: 4205.415527
	Iteration 0F: 3 clusters Score -576567.9 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -577665.312500 Penalty: 4205.415527
	Iteration 1F: 3 clusters Score -577665.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -578036.500000 Penalty: 4205.415527
	Iteration 2F: 3 clusters Score -578036.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -578558.250000 Penalty: 4205.415527
	Iteration 3F: 3 clusters Score -578558.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -579245.625000 Penalty: 4205.415527
	Iteration 4F: 3 clusters Score -579245.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -580272.750000 Penalty: 4205.415527
	Iteration 5F: 3 clusters Score -580272.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -580843.750000 Penalty: 4205.415527
	Iteration 6F: 3 clusters Score -580843.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -581029.187500 Penalty: 4205.415527
	Iteration 7Q: 3 clusters Score -581029.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -581105.500000 Penalty: 4205.415527
	Iteration 8Q: 3 clusters Score -581105.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -581148.250000 Penalty: 4205.415527
	Iteration 9Q: 3 clusters Score -581148.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -581165.500000 Penalty: 4205.415527
	Iteration 10Q: 3 clusters Score -581165.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -581176.687500 Penalty: 4205.415527
	Iteration 11Q: 3 clusters Score -581176.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -581185.312500 Penalty: 4205.415527
	Iteration 12Q: 3 clusters Score -581185.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -581193.062500 Penalty: 4205.415527
	Iteration 13Q: 3 clusters Score -581193.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -581199.687500 Penalty: 4205.415527
	Iteration 14Q: 3 clusters Score -581199.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -581211.937500 Penalty: 4205.415527
	Iteration 15Q: 3 clusters Score -581211.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -581218.687500 Penalty: 4205.415527
	Iteration 16Q: 3 clusters Score -581218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -581225.625000 Penalty: 4205.415527
	Iteration 17Q: 3 clusters Score -581225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -581227.812500 Penalty: 4205.415527
	Iteration 18Q: 3 clusters Score -581227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -581232.125000 Penalty: 4205.415527
	Iteration 19Q: 3 clusters Score -581232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -581236.250000 Penalty: 4205.415527
	Iteration 20F: 3 clusters Score -581236.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -581239.312500 Penalty: 4205.415527
	Iteration 21Q: 3 clusters Score -581239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -581238.562500 Penalty: 4205.415527
	Iteration 22Q: 3 clusters Score -581238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -581242.750000 Penalty: 4205.415527
	Iteration 23Q: 3 clusters Score -581242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -581244.500000 Penalty: 4205.415527
	Iteration 24Q: 3 clusters Score -581244.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -581247.187500 Penalty: 4205.415527
	Iteration 25Q: 3 clusters Score -581247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -581249.500000 Penalty: 4205.415527
	Iteration 26Q: 3 clusters Score -581249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -581254.062500 Penalty: 4205.415527
	Iteration 27Q: 3 clusters Score -581254.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -581257.937500 Penalty: 4205.415527
	Iteration 28Q: 3 clusters Score -581257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -581259.875000 Penalty: 4205.415527
	Iteration 29Q: 3 clusters Score -581259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -581261.812500 Penalty: 4205.415527
	Iteration 30Q: 3 clusters Score -581261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -581263.500000 Penalty: 4205.415527
	Iteration 31Q: 3 clusters Score -581263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -581264.812500 Penalty: 4205.415527
	Iteration 32Q: 3 clusters Score -581264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -581265.937500 Penalty: 4205.415527
	Iteration 33Q: 3 clusters Score -581265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -581265.937500 Penalty: 4205.415527
	Iteration 34Q: 3 clusters Score -581265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -581266.437500 Penalty: 4205.415527
	Iteration 35Q: 3 clusters Score -581266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -581268.625000 Penalty: 4205.415527
	Iteration 36Q: 3 clusters Score -581268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -581268.625000 Penalty: 4205.415527
	Iteration 37F: 3 clusters Score -581268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 132484 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 53708 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 172445 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46639 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 171255 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 205532 members 
Mstep: Class 22 contains 31429 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6494 members 
Mstep: Class 27 contains 1527 members 
Entering Unmasked Estep 
Score: -124186408.000000 Penalty: 92743.140625
Splitting cluster 3 changes total score from -124189888.000000 to -124186408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Entering Unmasked Estep 
Score: -900979.187500 Penalty: 2229.444092
	Iteration 0F: 2 clusters Score -900979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -894527.437500 Penalty: 4458.888184
	Iteration 0F: 3 clusters Score -894527.4 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -896638.625000 Penalty: 4458.888184
	Iteration 1F: 3 clusters Score -896638.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -897155.312500 Penalty: 4458.888184
	Iteration 2F: 3 clusters Score -897155.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -897620.562500 Penalty: 4458.888184
	Iteration 3F: 3 clusters Score -897620.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -898032.000000 Penalty: 4458.888184
	Iteration 4F: 3 clusters Score -898032 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -898387.125000 Penalty: 4458.888184
	Iteration 5F: 3 clusters Score -898387.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -898695.375000 Penalty: 4458.888184
	Iteration 6Q: 3 clusters Score -898695.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -898932.937500 Penalty: 4458.888184
	Iteration 7Q: 3 clusters Score -898932.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -899080.937500 Penalty: 4458.888184
	Iteration 8Q: 3 clusters Score -899080.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -899177.937500 Penalty: 4458.888184
	Iteration 9Q: 3 clusters Score -899177.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -899253.125000 Penalty: 4458.888184
	Iteration 10Q: 3 clusters Score -899253.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -899296.000000 Penalty: 4458.888184
	Iteration 11Q: 3 clusters Score -899296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -899325.937500 Penalty: 4458.888184
	Iteration 12Q: 3 clusters Score -899325.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -899347.750000 Penalty: 4458.888184
	Iteration 13Q: 3 clusters Score -899347.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -899373.000000 Penalty: 4458.888184
	Iteration 14Q: 3 clusters Score -899373 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -899385.937500 Penalty: 4458.888184
	Iteration 15Q: 3 clusters Score -899385.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -899393.750000 Penalty: 4458.888184
	Iteration 16Q: 3 clusters Score -899393.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -899402.062500 Penalty: 4458.888184
	Iteration 17Q: 3 clusters Score -899402.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -899408.812500 Penalty: 4458.888184
	Iteration 18Q: 3 clusters Score -899408.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -899419.500000 Penalty: 4458.888184
	Iteration 19Q: 3 clusters Score -899419.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -899428.937500 Penalty: 4458.888184
	Iteration 20F: 3 clusters Score -899428.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -899440.187500 Penalty: 4458.888184
	Iteration 21Q: 3 clusters Score -899440.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -899451.000000 Penalty: 4458.888184
	Iteration 22Q: 3 clusters Score -899451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -899456.062500 Penalty: 4458.888184
	Iteration 23Q: 3 clusters Score -899456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -899457.375000 Penalty: 4458.888184
	Iteration 24Q: 3 clusters Score -899457.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -899463.625000 Penalty: 4458.888184
	Iteration 25Q: 3 clusters Score -899463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -899463.937500 Penalty: 4458.888184
	Iteration 26Q: 3 clusters Score -899463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -899467.125000 Penalty: 4458.888184
	Iteration 27Q: 3 clusters Score -899467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -899470.187500 Penalty: 4458.888184
	Iteration 28Q: 3 clusters Score -899470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -899472.625000 Penalty: 4458.888184
	Iteration 29Q: 3 clusters Score -899472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -899471.875000 Penalty: 4458.888184
	Iteration 30Q: 3 clusters Score -899471.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -899475.187500 Penalty: 4458.888184
	Iteration 31Q: 3 clusters Score -899475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -899474.312500 Penalty: 4458.888184
	Iteration 32Q: 3 clusters Score -899474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -899477.000000 Penalty: 4458.888184
	Iteration 33Q: 3 clusters Score -899477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -899477.562500 Penalty: 4458.888184
	Iteration 34Q: 3 clusters Score -899477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -899476.625000 Penalty: 4458.888184
	Iteration 35Q: 3 clusters Score -899476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -899478.312500 Penalty: 4458.888184
	Iteration 36Q: 3 clusters Score -899478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -899478.000000 Penalty: 4458.888184
	Iteration 37Q: 3 clusters Score -899478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -899477.500000 Penalty: 4458.888184
	Iteration 38Q: 3 clusters Score -899477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -899479.625000 Penalty: 4458.888184
	Iteration 39Q: 3 clusters Score -899479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -899480.750000 Penalty: 4458.888184
	Iteration 40F: 3 clusters Score -899480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -899483.875000 Penalty: 4458.888184
	Iteration 41Q: 3 clusters Score -899483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -899485.062500 Penalty: 4458.888184
	Iteration 42Q: 3 clusters Score -899485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -899484.750000 Penalty: 4458.888184
	Iteration 43Q: 3 clusters Score -899484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -899483.937500 Penalty: 4458.888184
	Iteration 44Q: 3 clusters Score -899483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -899483.312500 Penalty: 4458.888184
	Iteration 45Q: 3 clusters Score -899483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -899486.812500 Penalty: 4458.888184
	Iteration 46Q: 3 clusters Score -899486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -899487.437500 Penalty: 4458.888184
	Iteration 47Q: 3 clusters Score -899487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -899487.437500 Penalty: 4458.888184
	Iteration 48F: 3 clusters Score -899487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Entering Unmasked Estep 
Score: -6618121.500000 Penalty: 2701.046631
	Iteration 0F: 2 clusters Score -6618122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -6582052.000000 Penalty: 5402.093262
	Iteration 0F: 3 clusters Score -6582052 nChanged 24990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -6595927.000000 Penalty: 5402.093262
	Iteration 1F: 3 clusters Score -6595927 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -6596590.500000 Penalty: 5402.093262
	Iteration 2Q: 3 clusters Score -6596590 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -6597294.000000 Penalty: 5402.093262
	Iteration 3Q: 3 clusters Score -6597294 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -6598034.000000 Penalty: 5402.093262
	Iteration 4Q: 3 clusters Score -6598034 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -6598925.500000 Penalty: 5402.093262
	Iteration 5Q: 3 clusters Score -6598926 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -6600216.500000 Penalty: 5402.093262
	Iteration 6Q: 3 clusters Score -6600216 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -6602162.500000 Penalty: 5402.093262
	Iteration 7F: 3 clusters Score -6602162 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -6604626.000000 Penalty: 5402.093262
	Iteration 8F: 3 clusters Score -6604626 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -6607403.500000 Penalty: 5402.093262
	Iteration 9F: 3 clusters Score -6607404 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -6610164.500000 Penalty: 5402.093262
	Iteration 10F: 3 clusters Score -6610164 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -6612409.500000 Penalty: 5402.093262
	Iteration 11Q: 3 clusters Score -6612410 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6613971.000000 Penalty: 5402.093262
	Iteration 12Q: 3 clusters Score -6613971 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -6614879.000000 Penalty: 5402.093262
	Iteration 13Q: 3 clusters Score -6614879 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -6615249.500000 Penalty: 5402.093262
	Iteration 14Q: 3 clusters Score -6615250 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -6615450.500000 Penalty: 5402.093262
	Iteration 15Q: 3 clusters Score -6615450 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -6615558.500000 Penalty: 5402.093262
	Iteration 16Q: 3 clusters Score -6615558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -6615618.000000 Penalty: 5402.093262
	Iteration 17Q: 3 clusters Score -6615618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -6615655.000000 Penalty: 5402.093262
	Iteration 18Q: 3 clusters Score -6615655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -6615686.500000 Penalty: 5402.093262
	Iteration 19Q: 3 clusters Score -6615686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -6615706.500000 Penalty: 5402.093262
	Iteration 20F: 3 clusters Score -6615706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -6615733.500000 Penalty: 5402.093262
	Iteration 21Q: 3 clusters Score -6615734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -6615748.000000 Penalty: 5402.093262
	Iteration 22Q: 3 clusters Score -6615748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -6615749.000000 Penalty: 5402.093262
	Iteration 23Q: 3 clusters Score -6615749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -6615746.500000 Penalty: 5402.093262
	Iteration 24Q: 3 clusters Score -6615746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -6615754.500000 Penalty: 5402.093262
	Iteration 25Q: 3 clusters Score -6615754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -6615754.500000 Penalty: 5402.093262
	Iteration 26F: 3 clusters Score -6615754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Entering Unmasked Estep 
Score: -692198.625000 Penalty: 2157.892822
	Iteration 0F: 2 clusters Score -692198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -687044.062500 Penalty: 4315.785645
	Iteration 0F: 3 clusters Score -687044.1 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -688457.812500 Penalty: 4315.785645
	Iteration 1F: 3 clusters Score -688457.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -688918.437500 Penalty: 4315.785645
	Iteration 2F: 3 clusters Score -688918.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -689255.625000 Penalty: 4315.785645
	Iteration 3F: 3 clusters Score -689255.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -689520.437500 Penalty: 4315.785645
	Iteration 4F: 3 clusters Score -689520.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -689741.625000 Penalty: 4315.785645
	Iteration 5F: 3 clusters Score -689741.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -689943.750000 Penalty: 4315.785645
	Iteration 6Q: 3 clusters Score -689943.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -690149.687500 Penalty: 4315.785645
	Iteration 7Q: 3 clusters Score -690149.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -690326.750000 Penalty: 4315.785645
	Iteration 8Q: 3 clusters Score -690326.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -690457.875000 Penalty: 4315.785645
	Iteration 9Q: 3 clusters Score -690457.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -690546.062500 Penalty: 4315.785645
	Iteration 10Q: 3 clusters Score -690546.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -690614.125000 Penalty: 4315.785645
	Iteration 11Q: 3 clusters Score -690614.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -690657.937500 Penalty: 4315.785645
	Iteration 12Q: 3 clusters Score -690657.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -690684.687500 Penalty: 4315.785645
	Iteration 13Q: 3 clusters Score -690684.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -690700.125000 Penalty: 4315.785645
	Iteration 14Q: 3 clusters Score -690700.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -690715.000000 Penalty: 4315.785645
	Iteration 15Q: 3 clusters Score -690715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -690724.687500 Penalty: 4315.785645
	Iteration 16Q: 3 clusters Score -690724.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -690729.687500 Penalty: 4315.785645
	Iteration 17Q: 3 clusters Score -690729.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -690735.437500 Penalty: 4315.785645
	Iteration 18Q: 3 clusters Score -690735.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -690740.750000 Penalty: 4315.785645
	Iteration 19Q: 3 clusters Score -690740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -690744.750000 Penalty: 4315.785645
	Iteration 20F: 3 clusters Score -690744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -690746.875000 Penalty: 4315.785645
	Iteration 21Q: 3 clusters Score -690746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -690749.375000 Penalty: 4315.785645
	Iteration 22Q: 3 clusters Score -690749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -690751.187500 Penalty: 4315.785645
	Iteration 23Q: 3 clusters Score -690751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -690751.625000 Penalty: 4315.785645
	Iteration 24Q: 3 clusters Score -690751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -690752.312500 Penalty: 4315.785645
	Iteration 25Q: 3 clusters Score -690752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -690752.812500 Penalty: 4315.785645
	Iteration 26Q: 3 clusters Score -690752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -690755.187500 Penalty: 4315.785645
	Iteration 27Q: 3 clusters Score -690755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -690755.625000 Penalty: 4315.785645
	Iteration 28Q: 3 clusters Score -690755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -690757.312500 Penalty: 4315.785645
	Iteration 29Q: 3 clusters Score -690757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -690758.500000 Penalty: 4315.785645
	Iteration 30Q: 3 clusters Score -690758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -690758.562500 Penalty: 4315.785645
	Iteration 31Q: 3 clusters Score -690758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -690760.750000 Penalty: 4315.785645
	Iteration 32Q: 3 clusters Score -690760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -690761.250000 Penalty: 4315.785645
	Iteration 33Q: 3 clusters Score -690761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -690761.750000 Penalty: 4315.785645
	Iteration 34Q: 3 clusters Score -690761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -690761.750000 Penalty: 4315.785645
	Iteration 35F: 3 clusters Score -690761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Entering Unmasked Estep 
Score: -4697328.500000 Penalty: 2628.689697
	Iteration 0F: 2 clusters Score -4697328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4670271.000000 Penalty: 5257.379395
	Iteration 0F: 3 clusters Score -4670271 nChanged 18326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4680431.000000 Penalty: 5257.379395
	Iteration 1F: 3 clusters Score -4680431 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4681230.000000 Penalty: 5257.379395
	Iteration 2Q: 3 clusters Score -4681230 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4682061.000000 Penalty: 5257.379395
	Iteration 3F: 3 clusters Score -4682061 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4683146.000000 Penalty: 5257.379395
	Iteration 4F: 3 clusters Score -4683146 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4684352.500000 Penalty: 5257.379395
	Iteration 5F: 3 clusters Score -4684352 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4685653.000000 Penalty: 5257.379395
	Iteration 6F: 3 clusters Score -4685653 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4687026.000000 Penalty: 5257.379395
	Iteration 7F: 3 clusters Score -4687026 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4688332.500000 Penalty: 5257.379395
	Iteration 8F: 3 clusters Score -4688332 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4689523.500000 Penalty: 5257.379395
	Iteration 9F: 3 clusters Score -4689524 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4690409.000000 Penalty: 5257.379395
	Iteration 10Q: 3 clusters Score -4690409 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4691033.000000 Penalty: 5257.379395
	Iteration 11Q: 3 clusters Score -4691033 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4691438.500000 Penalty: 5257.379395
	Iteration 12Q: 3 clusters Score -4691438 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4691691.500000 Penalty: 5257.379395
	Iteration 13Q: 3 clusters Score -4691692 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4691884.000000 Penalty: 5257.379395
	Iteration 14Q: 3 clusters Score -4691884 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4692040.000000 Penalty: 5257.379395
	Iteration 15Q: 3 clusters Score -4692040 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4692162.000000 Penalty: 5257.379395
	Iteration 16Q: 3 clusters Score -4692162 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4692275.000000 Penalty: 5257.379395
	Iteration 17Q: 3 clusters Score -4692275 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -4692421.500000 Penalty: 5257.379395
	Iteration 18Q: 3 clusters Score -4692422 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4692576.000000 Penalty: 5257.379395
	Iteration 19Q: 3 clusters Score -4692576 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4692731.000000 Penalty: 5257.379395
	Iteration 20F: 3 clusters Score -4692731 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4692858.500000 Penalty: 5257.379395
	Iteration 21Q: 3 clusters Score -4692858 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -4692967.500000 Penalty: 5257.379395
	Iteration 22Q: 3 clusters Score -4692968 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4693126.000000 Penalty: 5257.379395
	Iteration 23Q: 3 clusters Score -4693126 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4693269.000000 Penalty: 5257.379395
	Iteration 24Q: 3 clusters Score -4693269 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4693383.500000 Penalty: 5257.379395
	Iteration 25Q: 3 clusters Score -4693384 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4693512.000000 Penalty: 5257.379395
	Iteration 26Q: 3 clusters Score -4693512 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4693618.500000 Penalty: 5257.379395
	Iteration 27Q: 3 clusters Score -4693618 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4693759.000000 Penalty: 5257.379395
	Iteration 28Q: 3 clusters Score -4693759 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4693878.500000 Penalty: 5257.379395
	Iteration 29Q: 3 clusters Score -4693878 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4694006.500000 Penalty: 5257.379395
	Iteration 30Q: 3 clusters Score -4694006 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4694108.500000 Penalty: 5257.379395
	Iteration 31Q: 3 clusters Score -4694108 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4694213.000000 Penalty: 5257.379395
	Iteration 32Q: 3 clusters Score -4694213 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4694322.000000 Penalty: 5257.379395
	Iteration 33Q: 3 clusters Score -4694322 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4694410.500000 Penalty: 5257.379395
	Iteration 34Q: 3 clusters Score -4694410 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4694485.000000 Penalty: 5257.379395
	Iteration 35Q: 3 clusters Score -4694485 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4694591.000000 Penalty: 5257.379395
	Iteration 36Q: 3 clusters Score -4694591 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4694671.500000 Penalty: 5257.379395
	Iteration 37Q: 3 clusters Score -4694672 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4694739.000000 Penalty: 5257.379395
	Iteration 38Q: 3 clusters Score -4694739 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4694826.500000 Penalty: 5257.379395
	Iteration 39Q: 3 clusters Score -4694826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4694924.500000 Penalty: 5257.379395
	Iteration 40F: 3 clusters Score -4694924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4695038.000000 Penalty: 5257.379395
	Iteration 41Q: 3 clusters Score -4695038 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4695155.000000 Penalty: 5257.379395
	Iteration 42Q: 3 clusters Score -4695155 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4695255.000000 Penalty: 5257.379395
	Iteration 43Q: 3 clusters Score -4695255 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4695318.000000 Penalty: 5257.379395
	Iteration 44Q: 3 clusters Score -4695318 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4695368.500000 Penalty: 5257.379395
	Iteration 45Q: 3 clusters Score -4695368 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4695422.500000 Penalty: 5257.379395
	Iteration 46Q: 3 clusters Score -4695422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -4695443.500000 Penalty: 5257.379395
	Iteration 47Q: 3 clusters Score -4695444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4695488.500000 Penalty: 5257.379395
	Iteration 48Q: 3 clusters Score -4695488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4695514.500000 Penalty: 5257.379395
	Iteration 49Q: 3 clusters Score -4695514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4695548.500000 Penalty: 5257.379395
	Iteration 50Q: 3 clusters Score -4695548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4695578.500000 Penalty: 5257.379395
	Iteration 51Q: 3 clusters Score -4695578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4695590.000000 Penalty: 5257.379395
	Iteration 52Q: 3 clusters Score -4695590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4695614.000000 Penalty: 5257.379395
	Iteration 53Q: 3 clusters Score -4695614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4695616.000000 Penalty: 5257.379395
	Iteration 54Q: 3 clusters Score -4695616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4695627.000000 Penalty: 5257.379395
	Iteration 55Q: 3 clusters Score -4695627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -4695640.500000 Penalty: 5257.379395
	Iteration 56Q: 3 clusters Score -4695640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4695661.000000 Penalty: 5257.379395
	Iteration 57Q: 3 clusters Score -4695661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4695679.000000 Penalty: 5257.379395
	Iteration 58Q: 3 clusters Score -4695679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4695705.500000 Penalty: 5257.379395
	Iteration 59Q: 3 clusters Score -4695706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4695709.000000 Penalty: 5257.379395
	Iteration 60F: 3 clusters Score -4695709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4695728.000000 Penalty: 5257.379395
	Iteration 61Q: 3 clusters Score -4695728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -4695729.500000 Penalty: 5257.379395
	Iteration 62Q: 3 clusters Score -4695730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4695740.000000 Penalty: 5257.379395
	Iteration 63Q: 3 clusters Score -4695740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4695746.000000 Penalty: 5257.379395
	Iteration 64Q: 3 clusters Score -4695746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -4695751.000000 Penalty: 5257.379395
	Iteration 65Q: 3 clusters Score -4695751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4695757.500000 Penalty: 5257.379395
	Iteration 66Q: 3 clusters Score -4695758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4695756.500000 Penalty: 5257.379395
	Iteration 67Q: 3 clusters Score -4695756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -4695764.000000 Penalty: 5257.379395
	Iteration 68Q: 3 clusters Score -4695764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4695765.500000 Penalty: 5257.379395
	Iteration 69Q: 3 clusters Score -4695766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4695771.000000 Penalty: 5257.379395
	Iteration 70Q: 3 clusters Score -4695771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4695768.000000 Penalty: 5257.379395
	Iteration 71Q: 3 clusters Score -4695768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4695771.000000 Penalty: 5257.379395
	Iteration 72Q: 3 clusters Score -4695771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4695772.000000 Penalty: 5257.379395
	Iteration 73Q: 3 clusters Score -4695772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4695770.000000 Penalty: 5257.379395
	Iteration 74Q: 3 clusters Score -4695770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4695769.000000 Penalty: 5257.379395
	Iteration 75Q: 3 clusters Score -4695769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -4695768.000000 Penalty: 5257.379395
	Iteration 76Q: 3 clusters Score -4695768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -4695776.500000 Penalty: 5257.379395
	Iteration 77Q: 3 clusters Score -4695776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4695770.000000 Penalty: 5257.379395
	Iteration 78Q: 3 clusters Score -4695770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4695771.000000 Penalty: 5257.379395
	Iteration 79Q: 3 clusters Score -4695771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4695771.500000 Penalty: 5257.379395
	Iteration 80F: 3 clusters Score -4695772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4695775.500000 Penalty: 5257.379395
	Iteration 81Q: 3 clusters Score -4695776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4695775.000000 Penalty: 5257.379395
	Iteration 82Q: 3 clusters Score -4695775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4695775.000000 Penalty: 5257.379395
	Iteration 83F: 3 clusters Score -4695775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -1077212.625000 Penalty: 2258.420410
	Iteration 0F: 2 clusters Score -1077213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1070174.375000 Penalty: 4516.840820
	Iteration 0F: 3 clusters Score -1070174 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1072212.875000 Penalty: 4516.840820
	Iteration 1F: 3 clusters Score -1072213 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1072565.500000 Penalty: 4516.840820
	Iteration 2F: 3 clusters Score -1072566 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1072857.875000 Penalty: 4516.840820
	Iteration 3F: 3 clusters Score -1072858 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1073130.500000 Penalty: 4516.840820
	Iteration 4F: 3 clusters Score -1073130 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1073364.750000 Penalty: 4516.840820
	Iteration 5Q: 3 clusters Score -1073365 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1073580.875000 Penalty: 4516.840820
	Iteration 6Q: 3 clusters Score -1073581 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1073767.125000 Penalty: 4516.840820
	Iteration 7Q: 3 clusters Score -1073767 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1073924.625000 Penalty: 4516.840820
	Iteration 8Q: 3 clusters Score -1073925 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1074070.375000 Penalty: 4516.840820
	Iteration 9Q: 3 clusters Score -1074070 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1074214.750000 Penalty: 4516.840820
	Iteration 10Q: 3 clusters Score -1074215 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1074371.625000 Penalty: 4516.840820
	Iteration 11Q: 3 clusters Score -1074372 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1074518.625000 Penalty: 4516.840820
	Iteration 12Q: 3 clusters Score -1074519 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1074652.375000 Penalty: 4516.840820
	Iteration 13Q: 3 clusters Score -1074652 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1074783.250000 Penalty: 4516.840820
	Iteration 14Q: 3 clusters Score -1074783 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1074882.500000 Penalty: 4516.840820
	Iteration 15Q: 3 clusters Score -1074882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1074969.625000 Penalty: 4516.840820
	Iteration 16Q: 3 clusters Score -1074970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1075061.750000 Penalty: 4516.840820
	Iteration 17Q: 3 clusters Score -1075062 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1075167.750000 Penalty: 4516.840820
	Iteration 18Q: 3 clusters Score -1075168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1075268.000000 Penalty: 4516.840820
	Iteration 19Q: 3 clusters Score -1075268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1075351.875000 Penalty: 4516.840820
	Iteration 20F: 3 clusters Score -1075352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1075410.875000 Penalty: 4516.840820
	Iteration 21Q: 3 clusters Score -1075411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1075448.125000 Penalty: 4516.840820
	Iteration 22Q: 3 clusters Score -1075448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1075471.500000 Penalty: 4516.840820
	Iteration 23Q: 3 clusters Score -1075472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1075501.250000 Penalty: 4516.840820
	Iteration 24Q: 3 clusters Score -1075501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1075538.000000 Penalty: 4516.840820
	Iteration 25Q: 3 clusters Score -1075538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1075566.250000 Penalty: 4516.840820
	Iteration 26Q: 3 clusters Score -1075566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1075597.000000 Penalty: 4516.840820
	Iteration 27Q: 3 clusters Score -1075597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1075631.000000 Penalty: 4516.840820
	Iteration 28Q: 3 clusters Score -1075631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1075658.875000 Penalty: 4516.840820
	Iteration 29Q: 3 clusters Score -1075659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1075673.625000 Penalty: 4516.840820
	Iteration 30Q: 3 clusters Score -1075674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1075683.500000 Penalty: 4516.840820
	Iteration 31Q: 3 clusters Score -1075684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1075688.625000 Penalty: 4516.840820
	Iteration 32Q: 3 clusters Score -1075689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1075691.750000 Penalty: 4516.840820
	Iteration 33Q: 3 clusters Score -1075692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1075695.000000 Penalty: 4516.840820
	Iteration 34Q: 3 clusters Score -1075695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1075698.375000 Penalty: 4516.840820
	Iteration 35Q: 3 clusters Score -1075698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1075705.125000 Penalty: 4516.840820
	Iteration 36Q: 3 clusters Score -1075705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1075709.625000 Penalty: 4516.840820
	Iteration 37Q: 3 clusters Score -1075710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1075712.500000 Penalty: 4516.840820
	Iteration 38Q: 3 clusters Score -1075712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1075717.750000 Penalty: 4516.840820
	Iteration 39Q: 3 clusters Score -1075718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1075726.000000 Penalty: 4516.840820
	Iteration 40F: 3 clusters Score -1075726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1075729.875000 Penalty: 4516.840820
	Iteration 41Q: 3 clusters Score -1075730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1075733.375000 Penalty: 4516.840820
	Iteration 42Q: 3 clusters Score -1075733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1075734.250000 Penalty: 4516.840820
	Iteration 43Q: 3 clusters Score -1075734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1075737.625000 Penalty: 4516.840820
	Iteration 44Q: 3 clusters Score -1075738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1075738.375000 Penalty: 4516.840820
	Iteration 45Q: 3 clusters Score -1075738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1075739.250000 Penalty: 4516.840820
	Iteration 46Q: 3 clusters Score -1075739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1075742.375000 Penalty: 4516.840820
	Iteration 47Q: 3 clusters Score -1075742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1075742.625000 Penalty: 4516.840820
	Iteration 48Q: 3 clusters Score -1075743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1075744.375000 Penalty: 4516.840820
	Iteration 49Q: 3 clusters Score -1075744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1075745.500000 Penalty: 4516.840820
	Iteration 50Q: 3 clusters Score -1075746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1075743.625000 Penalty: 4516.840820
	Iteration 51Q: 3 clusters Score -1075744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1075743.625000 Penalty: 4516.840820
	Iteration 52F: 3 clusters Score -1075744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172445 members 
Entering Unmasked Estep 
Score: -21502160.000000 Penalty: 2990.342773
	Iteration 0F: 2 clusters Score -2.150216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -21389172.000000 Penalty: 5980.685547
	Iteration 0F: 3 clusters Score -2.138917e+07 nChanged 82958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -21437744.000000 Penalty: 5980.685547
	Iteration 1F: 3 clusters Score -2.143774e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -21438950.000000 Penalty: 5980.685547
	Iteration 2Q: 3 clusters Score -2.143895e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -21440826.000000 Penalty: 5980.685547
	Iteration 3Q: 3 clusters Score -2.144083e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -21443288.000000 Penalty: 5980.685547
	Iteration 4Q: 3 clusters Score -2.144329e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -21446898.000000 Penalty: 5980.685547
	Iteration 5Q: 3 clusters Score -2.14469e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -21451502.000000 Penalty: 5980.685547
	Iteration 6F: 3 clusters Score -2.14515e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -21457234.000000 Penalty: 5980.685547
	Iteration 7F: 3 clusters Score -2.145723e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119691 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -21463646.000000 Penalty: 5980.685547
	Iteration 8F: 3 clusters Score -2.146365e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129396 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -21470976.000000 Penalty: 5980.685547
	Iteration 9F: 3 clusters Score -2.147098e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -21478508.000000 Penalty: 5980.685547
	Iteration 10F: 3 clusters Score -2.147851e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -21486008.000000 Penalty: 5980.685547
	Iteration 11F: 3 clusters Score -2.148601e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -21491888.000000 Penalty: 5980.685547
	Iteration 12Q: 3 clusters Score -2.149189e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -21495722.000000 Penalty: 5980.685547
	Iteration 13Q: 3 clusters Score -2.149572e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -21497656.000000 Penalty: 5980.685547
	Iteration 14Q: 3 clusters Score -2.149766e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -21498552.000000 Penalty: 5980.685547
	Iteration 15Q: 3 clusters Score -2.149855e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -21499056.000000 Penalty: 5980.685547
	Iteration 16Q: 3 clusters Score -2.149906e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21499278.000000 Penalty: 5980.685547
	Iteration 17Q: 3 clusters Score -2.149928e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -21499484.000000 Penalty: 5980.685547
	Iteration 18Q: 3 clusters Score -2.149948e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171143 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21499584.000000 Penalty: 5980.685547
	Iteration 19Q: 3 clusters Score -2.149958e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21499626.000000 Penalty: 5980.685547
	Iteration 20F: 3 clusters Score -2.149963e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21499664.000000 Penalty: 5980.685547
	Iteration 21Q: 3 clusters Score -2.149966e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21499714.000000 Penalty: 5980.685547
	Iteration 22Q: 3 clusters Score -2.149971e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21499752.000000 Penalty: 5980.685547
	Iteration 23Q: 3 clusters Score -2.149975e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21499774.000000 Penalty: 5980.685547
	Iteration 24Q: 3 clusters Score -2.149977e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171551 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -21499806.000000 Penalty: 5980.685547
	Iteration 25Q: 3 clusters Score -2.149981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171577 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21499830.000000 Penalty: 5980.685547
	Iteration 26Q: 3 clusters Score -2.149983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171596 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21499826.000000 Penalty: 5980.685547
	Iteration 27Q: 3 clusters Score -2.149983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21499840.000000 Penalty: 5980.685547
	Iteration 28Q: 3 clusters Score -2.149984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171618 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -21499874.000000 Penalty: 5980.685547
	Iteration 29Q: 3 clusters Score -2.149987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -21499862.000000 Penalty: 5980.685547
	Iteration 30Q: 3 clusters Score -2.149986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171644 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -21499876.000000 Penalty: 5980.685547
	Iteration 31Q: 3 clusters Score -2.149988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21499882.000000 Penalty: 5980.685547
	Iteration 32Q: 3 clusters Score -2.149988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21499866.000000 Penalty: 5980.685547
	Iteration 33Q: 3 clusters Score -2.149987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -21499884.000000 Penalty: 5980.685547
	Iteration 34Q: 3 clusters Score -2.149988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171679 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -21499880.000000 Penalty: 5980.685547
	Iteration 35Q: 3 clusters Score -2.149988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -21499886.000000 Penalty: 5980.685547
	Iteration 36Q: 3 clusters Score -2.149989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171691 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21499902.000000 Penalty: 5980.685547
	Iteration 37Q: 3 clusters Score -2.14999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171697 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21499880.000000 Penalty: 5980.685547
	Iteration 38Q: 3 clusters Score -2.149988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21499884.000000 Penalty: 5980.685547
	Iteration 39Q: 3 clusters Score -2.149988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171706 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21499886.000000 Penalty: 5980.685547
	Iteration 40F: 3 clusters Score -2.149989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21499914.000000 Penalty: 5980.685547
	Iteration 41Q: 3 clusters Score -2.149991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171718 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21499902.000000 Penalty: 5980.685547
	Iteration 42Q: 3 clusters Score -2.14999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171721 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21499918.000000 Penalty: 5980.685547
	Iteration 43Q: 3 clusters Score -2.149992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171724 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21499924.000000 Penalty: 5980.685547
	Iteration 44Q: 3 clusters Score -2.149992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171729 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21499920.000000 Penalty: 5980.685547
	Iteration 45Q: 3 clusters Score -2.149992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21499916.000000 Penalty: 5980.685547
	Iteration 46Q: 3 clusters Score -2.149992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21499910.000000 Penalty: 5980.685547
	Iteration 47Q: 3 clusters Score -2.149991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21499906.000000 Penalty: 5980.685547
	Iteration 48Q: 3 clusters Score -2.149991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21499922.000000 Penalty: 5980.685547
	Iteration 49Q: 3 clusters Score -2.149992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21499920.000000 Penalty: 5980.685547
	Iteration 50Q: 3 clusters Score -2.149992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -21499924.000000 Penalty: 5980.685547
	Iteration 51Q: 3 clusters Score -2.149992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171736 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21499922.000000 Penalty: 5980.685547
	Iteration 52Q: 3 clusters Score -2.149992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171736 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21499936.000000 Penalty: 5980.685547
	Iteration 53Q: 3 clusters Score -2.149994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171737 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21499936.000000 Penalty: 5980.685547
	Iteration 54Q: 3 clusters Score -2.149994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21499930.000000 Penalty: 5980.685547
	Iteration 55Q: 3 clusters Score -2.149993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171741 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21499926.000000 Penalty: 5980.685547
	Iteration 56Q: 3 clusters Score -2.149993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171741 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21499930.000000 Penalty: 5980.685547
	Iteration 57Q: 3 clusters Score -2.149993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21499944.000000 Penalty: 5980.685547
	Iteration 58Q: 3 clusters Score -2.149994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171744 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21499938.000000 Penalty: 5980.685547
	Iteration 59Q: 3 clusters Score -2.149994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171747 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21499936.000000 Penalty: 5980.685547
	Iteration 60F: 3 clusters Score -2.149994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -774052.187500 Penalty: 2180.288574
	Iteration 0F: 2 clusters Score -774052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -768650.562500 Penalty: 4360.577148
	Iteration 0F: 3 clusters Score -768650.6 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -770034.250000 Penalty: 4360.577148
	Iteration 1F: 3 clusters Score -770034.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -770310.812500 Penalty: 4360.577148
	Iteration 2F: 3 clusters Score -770310.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -770579.562500 Penalty: 4360.577148
	Iteration 3F: 3 clusters Score -770579.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -770810.812500 Penalty: 4360.577148
	Iteration 4F: 3 clusters Score -770810.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -770979.625000 Penalty: 4360.577148
	Iteration 5Q: 3 clusters Score -770979.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -771143.562500 Penalty: 4360.577148
	Iteration 6Q: 3 clusters Score -771143.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -771293.250000 Penalty: 4360.577148
	Iteration 7Q: 3 clusters Score -771293.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -771437.687500 Penalty: 4360.577148
	Iteration 8Q: 3 clusters Score -771437.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -771597.437500 Penalty: 4360.577148
	Iteration 9Q: 3 clusters Score -771597.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -771754.375000 Penalty: 4360.577148
	Iteration 10Q: 3 clusters Score -771754.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -771879.000000 Penalty: 4360.577148
	Iteration 11Q: 3 clusters Score -771879 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -771996.187500 Penalty: 4360.577148
	Iteration 12Q: 3 clusters Score -771996.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -772107.312500 Penalty: 4360.577148
	Iteration 13Q: 3 clusters Score -772107.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -772191.187500 Penalty: 4360.577148
	Iteration 14Q: 3 clusters Score -772191.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -772250.937500 Penalty: 4360.577148
	Iteration 15Q: 3 clusters Score -772250.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -772313.187500 Penalty: 4360.577148
	Iteration 16Q: 3 clusters Score -772313.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -772368.500000 Penalty: 4360.577148
	Iteration 17Q: 3 clusters Score -772368.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -772411.187500 Penalty: 4360.577148
	Iteration 18Q: 3 clusters Score -772411.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -772450.312500 Penalty: 4360.577148
	Iteration 19Q: 3 clusters Score -772450.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -772497.437500 Penalty: 4360.577148
	Iteration 20F: 3 clusters Score -772497.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -772543.312500 Penalty: 4360.577148
	Iteration 21Q: 3 clusters Score -772543.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -772573.437500 Penalty: 4360.577148
	Iteration 22Q: 3 clusters Score -772573.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -772601.250000 Penalty: 4360.577148
	Iteration 23Q: 3 clusters Score -772601.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -772621.250000 Penalty: 4360.577148
	Iteration 24Q: 3 clusters Score -772621.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -772632.187500 Penalty: 4360.577148
	Iteration 25Q: 3 clusters Score -772632.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -772649.125000 Penalty: 4360.577148
	Iteration 26Q: 3 clusters Score -772649.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -772666.312500 Penalty: 4360.577148
	Iteration 27Q: 3 clusters Score -772666.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -772677.500000 Penalty: 4360.577148
	Iteration 28Q: 3 clusters Score -772677.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -772689.750000 Penalty: 4360.577148
	Iteration 29Q: 3 clusters Score -772689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -772696.187500 Penalty: 4360.577148
	Iteration 30Q: 3 clusters Score -772696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -772704.750000 Penalty: 4360.577148
	Iteration 31Q: 3 clusters Score -772704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -772715.125000 Penalty: 4360.577148
	Iteration 32Q: 3 clusters Score -772715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -772716.687500 Penalty: 4360.577148
	Iteration 33Q: 3 clusters Score -772716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -772723.062500 Penalty: 4360.577148
	Iteration 34Q: 3 clusters Score -772723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -772727.562500 Penalty: 4360.577148
	Iteration 35Q: 3 clusters Score -772727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -772732.250000 Penalty: 4360.577148
	Iteration 36Q: 3 clusters Score -772732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -772736.375000 Penalty: 4360.577148
	Iteration 37Q: 3 clusters Score -772736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -772735.812500 Penalty: 4360.577148
	Iteration 38Q: 3 clusters Score -772735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -772735.812500 Penalty: 4360.577148
	Iteration 39F: 3 clusters Score -772735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Entering Unmasked Estep 
Score: -3931087.750000 Penalty: 2573.384033
	Iteration 0F: 2 clusters Score -3931088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3909177.250000 Penalty: 5146.768066
	Iteration 0F: 3 clusters Score -3909177 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3917396.000000 Penalty: 5146.768066
	Iteration 1F: 3 clusters Score -3917396 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3918030.250000 Penalty: 5146.768066
	Iteration 2F: 3 clusters Score -3918030 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3918779.500000 Penalty: 5146.768066
	Iteration 3F: 3 clusters Score -3918780 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3919623.500000 Penalty: 5146.768066
	Iteration 4F: 3 clusters Score -3919624 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3920750.000000 Penalty: 5146.768066
	Iteration 5F: 3 clusters Score -3920750 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3922190.500000 Penalty: 5146.768066
	Iteration 6F: 3 clusters Score -3922190 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3923865.250000 Penalty: 5146.768066
	Iteration 7F: 3 clusters Score -3923865 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3925512.500000 Penalty: 5146.768066
	Iteration 8F: 3 clusters Score -3925512 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3926782.000000 Penalty: 5146.768066
	Iteration 9Q: 3 clusters Score -3926782 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3927641.750000 Penalty: 5146.768066
	Iteration 10Q: 3 clusters Score -3927642 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3928156.750000 Penalty: 5146.768066
	Iteration 11Q: 3 clusters Score -3928157 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3928450.250000 Penalty: 5146.768066
	Iteration 12Q: 3 clusters Score -3928450 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3928647.750000 Penalty: 5146.768066
	Iteration 13Q: 3 clusters Score -3928648 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3928740.500000 Penalty: 5146.768066
	Iteration 14Q: 3 clusters Score -3928740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3928820.000000 Penalty: 5146.768066
	Iteration 15Q: 3 clusters Score -3928820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3928873.500000 Penalty: 5146.768066
	Iteration 16Q: 3 clusters Score -3928874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3928909.750000 Penalty: 5146.768066
	Iteration 17Q: 3 clusters Score -3928910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3928936.750000 Penalty: 5146.768066
	Iteration 18Q: 3 clusters Score -3928937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3928953.750000 Penalty: 5146.768066
	Iteration 19Q: 3 clusters Score -3928954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3928975.000000 Penalty: 5146.768066
	Iteration 20F: 3 clusters Score -3928975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3928989.000000 Penalty: 5146.768066
	Iteration 21Q: 3 clusters Score -3928989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3928999.500000 Penalty: 5146.768066
	Iteration 22Q: 3 clusters Score -3929000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3929007.500000 Penalty: 5146.768066
	Iteration 23Q: 3 clusters Score -3929008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3929018.250000 Penalty: 5146.768066
	Iteration 24Q: 3 clusters Score -3929018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3929023.750000 Penalty: 5146.768066
	Iteration 25Q: 3 clusters Score -3929024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3929027.250000 Penalty: 5146.768066
	Iteration 26Q: 3 clusters Score -3929027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3929033.000000 Penalty: 5146.768066
	Iteration 27Q: 3 clusters Score -3929033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3929041.000000 Penalty: 5146.768066
	Iteration 28Q: 3 clusters Score -3929041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3929041.500000 Penalty: 5146.768066
	Iteration 29Q: 3 clusters Score -3929042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3929052.750000 Penalty: 5146.768066
	Iteration 30Q: 3 clusters Score -3929053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3929055.250000 Penalty: 5146.768066
	Iteration 31Q: 3 clusters Score -3929055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3929051.500000 Penalty: 5146.768066
	Iteration 32Q: 3 clusters Score -3929052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3929051.500000 Penalty: 5146.768066
	Iteration 33F: 3 clusters Score -3929052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2537723.000000 Penalty: 2465.672363
	Iteration 0F: 2 clusters Score -2537723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2523112.500000 Penalty: 4931.344727
	Iteration 0F: 3 clusters Score -2523112 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2528133.000000 Penalty: 4931.344727
	Iteration 1F: 3 clusters Score -2528133 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2528718.250000 Penalty: 4931.344727
	Iteration 2F: 3 clusters Score -2528718 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2529399.000000 Penalty: 4931.344727
	Iteration 3F: 3 clusters Score -2529399 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2530233.000000 Penalty: 4931.344727
	Iteration 4F: 3 clusters Score -2530233 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2531174.250000 Penalty: 4931.344727
	Iteration 5F: 3 clusters Score -2531174 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2532233.750000 Penalty: 4931.344727
	Iteration 6F: 3 clusters Score -2532234 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2533087.000000 Penalty: 4931.344727
	Iteration 7F: 3 clusters Score -2533087 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2533735.000000 Penalty: 4931.344727
	Iteration 8F: 3 clusters Score -2533735 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2534173.500000 Penalty: 4931.344727
	Iteration 9Q: 3 clusters Score -2534174 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2534508.750000 Penalty: 4931.344727
	Iteration 10Q: 3 clusters Score -2534509 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2534797.250000 Penalty: 4931.344727
	Iteration 11Q: 3 clusters Score -2534797 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2535018.250000 Penalty: 4931.344727
	Iteration 12Q: 3 clusters Score -2535018 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2535207.500000 Penalty: 4931.344727
	Iteration 13Q: 3 clusters Score -2535208 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2535365.000000 Penalty: 4931.344727
	Iteration 14Q: 3 clusters Score -2535365 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2535495.250000 Penalty: 4931.344727
	Iteration 15Q: 3 clusters Score -2535495 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2535604.250000 Penalty: 4931.344727
	Iteration 16Q: 3 clusters Score -2535604 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2535705.000000 Penalty: 4931.344727
	Iteration 17Q: 3 clusters Score -2535705 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2535768.000000 Penalty: 4931.344727
	Iteration 18Q: 3 clusters Score -2535768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2535824.000000 Penalty: 4931.344727
	Iteration 19Q: 3 clusters Score -2535824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2535862.500000 Penalty: 4931.344727
	Iteration 20F: 3 clusters Score -2535862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2535902.250000 Penalty: 4931.344727
	Iteration 21Q: 3 clusters Score -2535902 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2535926.000000 Penalty: 4931.344727
	Iteration 22Q: 3 clusters Score -2535926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2535949.250000 Penalty: 4931.344727
	Iteration 23Q: 3 clusters Score -2535949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2535984.000000 Penalty: 4931.344727
	Iteration 24Q: 3 clusters Score -2535984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2536018.250000 Penalty: 4931.344727
	Iteration 25Q: 3 clusters Score -2536018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2536050.000000 Penalty: 4931.344727
	Iteration 26Q: 3 clusters Score -2536050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2536079.250000 Penalty: 4931.344727
	Iteration 27Q: 3 clusters Score -2536079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2536095.500000 Penalty: 4931.344727
	Iteration 28Q: 3 clusters Score -2536096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2536116.250000 Penalty: 4931.344727
	Iteration 29Q: 3 clusters Score -2536116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2536150.000000 Penalty: 4931.344727
	Iteration 30Q: 3 clusters Score -2536150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2536163.750000 Penalty: 4931.344727
	Iteration 31Q: 3 clusters Score -2536164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2536171.750000 Penalty: 4931.344727
	Iteration 32Q: 3 clusters Score -2536172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2536177.000000 Penalty: 4931.344727
	Iteration 33Q: 3 clusters Score -2536177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2536182.500000 Penalty: 4931.344727
	Iteration 34Q: 3 clusters Score -2536182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2536191.750000 Penalty: 4931.344727
	Iteration 35Q: 3 clusters Score -2536192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2536201.000000 Penalty: 4931.344727
	Iteration 36Q: 3 clusters Score -2536201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2536202.000000 Penalty: 4931.344727
	Iteration 37Q: 3 clusters Score -2536202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2536201.250000 Penalty: 4931.344727
	Iteration 38Q: 3 clusters Score -2536201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2536205.500000 Penalty: 4931.344727
	Iteration 39Q: 3 clusters Score -2536206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2536209.000000 Penalty: 4931.344727
	Iteration 40F: 3 clusters Score -2536209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2536209.750000 Penalty: 4931.344727
	Iteration 41Q: 3 clusters Score -2536210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2536210.500000 Penalty: 4931.344727
	Iteration 42Q: 3 clusters Score -2536210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2536214.500000 Penalty: 4931.344727
	Iteration 43Q: 3 clusters Score -2536214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2536216.750000 Penalty: 4931.344727
	Iteration 44Q: 3 clusters Score -2536217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2536217.500000 Penalty: 4931.344727
	Iteration 45Q: 3 clusters Score -2536218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2536220.000000 Penalty: 4931.344727
	Iteration 46Q: 3 clusters Score -2536220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2536217.750000 Penalty: 4931.344727
	Iteration 47Q: 3 clusters Score -2536218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2536218.750000 Penalty: 4931.344727
	Iteration 48Q: 3 clusters Score -2536219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2536216.000000 Penalty: 4931.344727
	Iteration 49Q: 3 clusters Score -2536216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2536214.750000 Penalty: 4931.344727
	Iteration 50Q: 3 clusters Score -2536215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2536218.000000 Penalty: 4931.344727
	Iteration 51Q: 3 clusters Score -2536218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2536218.000000 Penalty: 4931.344727
	Iteration 52F: 3 clusters Score -2536218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Entering Unmasked Estep 
Score: -3599991.500000 Penalty: 2550.527832
	Iteration 0F: 2 clusters Score -3599992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3579858.250000 Penalty: 5101.055664
	Iteration 0F: 3 clusters Score -3579858 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3586939.250000 Penalty: 5101.055664
	Iteration 1F: 3 clusters Score -3586939 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3587403.750000 Penalty: 5101.055664
	Iteration 2Q: 3 clusters Score -3587404 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3587797.250000 Penalty: 5101.055664
	Iteration 3Q: 3 clusters Score -3587797 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3588242.000000 Penalty: 5101.055664
	Iteration 4Q: 3 clusters Score -3588242 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3588814.250000 Penalty: 5101.055664
	Iteration 5Q: 3 clusters Score -3588814 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3589695.250000 Penalty: 5101.055664
	Iteration 6F: 3 clusters Score -3589695 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3591020.500000 Penalty: 5101.055664
	Iteration 7F: 3 clusters Score -3591020 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3592835.500000 Penalty: 5101.055664
	Iteration 8F: 3 clusters Score -3592836 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3594796.500000 Penalty: 5101.055664
	Iteration 9F: 3 clusters Score -3594796 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3596311.500000 Penalty: 5101.055664
	Iteration 10F: 3 clusters Score -3596312 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3597131.500000 Penalty: 5101.055664
	Iteration 11Q: 3 clusters Score -3597132 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3597483.000000 Penalty: 5101.055664
	Iteration 12Q: 3 clusters Score -3597483 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3597656.000000 Penalty: 5101.055664
	Iteration 13Q: 3 clusters Score -3597656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3597727.000000 Penalty: 5101.055664
	Iteration 14Q: 3 clusters Score -3597727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3597768.000000 Penalty: 5101.055664
	Iteration 15Q: 3 clusters Score -3597768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3597788.500000 Penalty: 5101.055664
	Iteration 16Q: 3 clusters Score -3597788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3597808.750000 Penalty: 5101.055664
	Iteration 17Q: 3 clusters Score -3597809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3597822.000000 Penalty: 5101.055664
	Iteration 18Q: 3 clusters Score -3597822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3597829.750000 Penalty: 5101.055664
	Iteration 19Q: 3 clusters Score -3597830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3597844.250000 Penalty: 5101.055664
	Iteration 20F: 3 clusters Score -3597844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3597850.000000 Penalty: 5101.055664
	Iteration 21Q: 3 clusters Score -3597850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3597853.500000 Penalty: 5101.055664
	Iteration 22Q: 3 clusters Score -3597854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3597856.500000 Penalty: 5101.055664
	Iteration 23Q: 3 clusters Score -3597856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3597861.000000 Penalty: 5101.055664
	Iteration 24Q: 3 clusters Score -3597861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3597867.000000 Penalty: 5101.055664
	Iteration 25Q: 3 clusters Score -3597867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3597865.750000 Penalty: 5101.055664
	Iteration 26Q: 3 clusters Score -3597866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3597865.750000 Penalty: 5101.055664
	Iteration 27F: 3 clusters Score -3597866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Entering Unmasked Estep 
Score: -5523233.500000 Penalty: 2666.047852
	Iteration 0F: 2 clusters Score -5523234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5491858.500000 Penalty: 5332.095703
	Iteration 0F: 3 clusters Score -5491858 nChanged 21393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5503619.500000 Penalty: 5332.095703
	Iteration 1F: 3 clusters Score -5503620 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5504195.000000 Penalty: 5332.095703
	Iteration 2Q: 3 clusters Score -5504195 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5504743.500000 Penalty: 5332.095703
	Iteration 3Q: 3 clusters Score -5504744 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5505260.000000 Penalty: 5332.095703
	Iteration 4Q: 3 clusters Score -5505260 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5505781.500000 Penalty: 5332.095703
	Iteration 5Q: 3 clusters Score -5505782 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5506282.500000 Penalty: 5332.095703
	Iteration 6Q: 3 clusters Score -5506282 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5506792.000000 Penalty: 5332.095703
	Iteration 7Q: 3 clusters Score -5506792 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5507400.000000 Penalty: 5332.095703
	Iteration 8Q: 3 clusters Score -5507400 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5508252.000000 Penalty: 5332.095703
	Iteration 9Q: 3 clusters Score -5508252 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5509509.500000 Penalty: 5332.095703
	Iteration 10F: 3 clusters Score -5509510 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -5511313.000000 Penalty: 5332.095703
	Iteration 11F: 3 clusters Score -5511313 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -5513921.000000 Penalty: 5332.095703
	Iteration 12F: 3 clusters Score -5513921 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5516679.000000 Penalty: 5332.095703
	Iteration 13F: 3 clusters Score -5516679 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5518750.500000 Penalty: 5332.095703
	Iteration 14Q: 3 clusters Score -5518750 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5520094.000000 Penalty: 5332.095703
	Iteration 15Q: 3 clusters Score -5520094 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5520768.500000 Penalty: 5332.095703
	Iteration 16Q: 3 clusters Score -5520768 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5521121.500000 Penalty: 5332.095703
	Iteration 17Q: 3 clusters Score -5521122 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5521318.000000 Penalty: 5332.095703
	Iteration 18Q: 3 clusters Score -5521318 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5521463.000000 Penalty: 5332.095703
	Iteration 19Q: 3 clusters Score -5521463 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5521625.500000 Penalty: 5332.095703
	Iteration 20F: 3 clusters Score -5521626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5521793.000000 Penalty: 5332.095703
	Iteration 21Q: 3 clusters Score -5521793 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5521941.500000 Penalty: 5332.095703
	Iteration 22Q: 3 clusters Score -5521942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5522047.500000 Penalty: 5332.095703
	Iteration 23Q: 3 clusters Score -5522048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5522148.500000 Penalty: 5332.095703
	Iteration 24Q: 3 clusters Score -5522148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5522206.500000 Penalty: 5332.095703
	Iteration 25Q: 3 clusters Score -5522206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5522228.000000 Penalty: 5332.095703
	Iteration 26Q: 3 clusters Score -5522228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5522268.000000 Penalty: 5332.095703
	Iteration 27Q: 3 clusters Score -5522268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5522299.000000 Penalty: 5332.095703
	Iteration 28Q: 3 clusters Score -5522299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5522317.000000 Penalty: 5332.095703
	Iteration 29Q: 3 clusters Score -5522317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5522339.000000 Penalty: 5332.095703
	Iteration 30Q: 3 clusters Score -5522339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5522357.500000 Penalty: 5332.095703
	Iteration 31Q: 3 clusters Score -5522358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5522363.000000 Penalty: 5332.095703
	Iteration 32Q: 3 clusters Score -5522363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5522374.500000 Penalty: 5332.095703
	Iteration 33Q: 3 clusters Score -5522374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5522383.000000 Penalty: 5332.095703
	Iteration 34Q: 3 clusters Score -5522383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5522383.000000 Penalty: 5332.095703
	Iteration 35Q: 3 clusters Score -5522383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5522386.500000 Penalty: 5332.095703
	Iteration 36Q: 3 clusters Score -5522386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5522381.500000 Penalty: 5332.095703
	Iteration 37Q: 3 clusters Score -5522382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5522383.000000 Penalty: 5332.095703
	Iteration 38Q: 3 clusters Score -5522383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5522376.000000 Penalty: 5332.095703
	Iteration 39Q: 3 clusters Score -5522376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5522376.000000 Penalty: 5332.095703
	Iteration 40F: 3 clusters Score -5522376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5522382.000000 Penalty: 5332.095703
	Iteration 41Q: 3 clusters Score -5522382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5522390.500000 Penalty: 5332.095703
	Iteration 42Q: 3 clusters Score -5522390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5522381.000000 Penalty: 5332.095703
	Iteration 43Q: 3 clusters Score -5522381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5522393.500000 Penalty: 5332.095703
	Iteration 44Q: 3 clusters Score -5522394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5522386.500000 Penalty: 5332.095703
	Iteration 45Q: 3 clusters Score -5522386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5522386.500000 Penalty: 5332.095703
	Iteration 46Q: 3 clusters Score -5522386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5522382.500000 Penalty: 5332.095703
	Iteration 47Q: 3 clusters Score -5522382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5522383.000000 Penalty: 5332.095703
	Iteration 48Q: 3 clusters Score -5522383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5522390.000000 Penalty: 5332.095703
	Iteration 49Q: 3 clusters Score -5522390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5522392.000000 Penalty: 5332.095703
	Iteration 50Q: 3 clusters Score -5522392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5522395.000000 Penalty: 5332.095703
	Iteration 51Q: 3 clusters Score -5522395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5522396.500000 Penalty: 5332.095703
	Iteration 52Q: 3 clusters Score -5522396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5522397.000000 Penalty: 5332.095703
	Iteration 53Q: 3 clusters Score -5522397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5522397.000000 Penalty: 5332.095703
	Iteration 54F: 3 clusters Score -5522397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -217631.203125 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -217631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -215043.500000 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -215043.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -215934.593750 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -215934.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -216457.859375 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -216457.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -217182.109375 Penalty: 3774.491699
	Iteration 3F: 3 clusters Score -217182.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -217788.734375 Penalty: 3774.491699
	Iteration 4F: 3 clusters Score -217788.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -218067.968750 Penalty: 3774.491699
	Iteration 5F: 3 clusters Score -218068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -218271.875000 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -218271.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218573.546875 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -218573.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218691.921875 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -218691.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218717.875000 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -218717.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218730.562500 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -218730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -218737.796875 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -218737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -218741.312500 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -218741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -218743.203125 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -218743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -218744.140625 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -218744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -218745.546875 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -218745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218745.921875 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -218745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -218746.406250 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -218746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -218746.406250 Penalty: 3774.491699
	Iteration 18F: 3 clusters Score -218746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 132484 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 53708 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 172445 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46639 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 171255 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 205532 members 
Mstep: Class 22 contains 31429 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6494 members 
Mstep: Class 27 contains 1024 members 
Entering Unmasked Estep 
Score: -124187352.000000 Penalty: 92743.140625
Splitting cluster 15 changes total score from -124189888.000000 to -124187352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Entering Unmasked Estep 
Score: -871363.812500 Penalty: 2205.537842
	Iteration 0F: 2 clusters Score -871363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -865455.750000 Penalty: 4411.075684
	Iteration 0F: 3 clusters Score -865455.8 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -866986.000000 Penalty: 4411.075684
	Iteration 1F: 3 clusters Score -866986 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -867253.000000 Penalty: 4411.075684
	Iteration 2F: 3 clusters Score -867253 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -867411.187500 Penalty: 4411.075684
	Iteration 3Q: 3 clusters Score -867411.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -867526.562500 Penalty: 4411.075684
	Iteration 4Q: 3 clusters Score -867526.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -867625.437500 Penalty: 4411.075684
	Iteration 5Q: 3 clusters Score -867625.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -867707.500000 Penalty: 4411.075684
	Iteration 6Q: 3 clusters Score -867707.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -867787.687500 Penalty: 4411.075684
	Iteration 7Q: 3 clusters Score -867787.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -867877.750000 Penalty: 4411.075684
	Iteration 8Q: 3 clusters Score -867877.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -867960.437500 Penalty: 4411.075684
	Iteration 9Q: 3 clusters Score -867960.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -868040.812500 Penalty: 4411.075684
	Iteration 10Q: 3 clusters Score -868040.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -868108.500000 Penalty: 4411.075684
	Iteration 11Q: 3 clusters Score -868108.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -868174.125000 Penalty: 4411.075684
	Iteration 12Q: 3 clusters Score -868174.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -868251.312500 Penalty: 4411.075684
	Iteration 13Q: 3 clusters Score -868251.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -868328.437500 Penalty: 4411.075684
	Iteration 14Q: 3 clusters Score -868328.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -868397.062500 Penalty: 4411.075684
	Iteration 15Q: 3 clusters Score -868397.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -868476.312500 Penalty: 4411.075684
	Iteration 16Q: 3 clusters Score -868476.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -868547.937500 Penalty: 4411.075684
	Iteration 17Q: 3 clusters Score -868547.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -868620.125000 Penalty: 4411.075684
	Iteration 18Q: 3 clusters Score -868620.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -868681.250000 Penalty: 4411.075684
	Iteration 19Q: 3 clusters Score -868681.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -868740.562500 Penalty: 4411.075684
	Iteration 20F: 3 clusters Score -868740.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -868802.000000 Penalty: 4411.075684
	Iteration 21Q: 3 clusters Score -868802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -868871.875000 Penalty: 4411.075684
	Iteration 22Q: 3 clusters Score -868871.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -868931.187500 Penalty: 4411.075684
	Iteration 23Q: 3 clusters Score -868931.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -868976.500000 Penalty: 4411.075684
	Iteration 24Q: 3 clusters Score -868976.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -869022.812500 Penalty: 4411.075684
	Iteration 25Q: 3 clusters Score -869022.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -869060.062500 Penalty: 4411.075684
	Iteration 26Q: 3 clusters Score -869060.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -869086.312500 Penalty: 4411.075684
	Iteration 27Q: 3 clusters Score -869086.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -869106.812500 Penalty: 4411.075684
	Iteration 28Q: 3 clusters Score -869106.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -869125.062500 Penalty: 4411.075684
	Iteration 29Q: 3 clusters Score -869125.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -869145.062500 Penalty: 4411.075684
	Iteration 30Q: 3 clusters Score -869145.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -869160.625000 Penalty: 4411.075684
	Iteration 31Q: 3 clusters Score -869160.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -869177.875000 Penalty: 4411.075684
	Iteration 32Q: 3 clusters Score -869177.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -869193.625000 Penalty: 4411.075684
	Iteration 33Q: 3 clusters Score -869193.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -869205.812500 Penalty: 4411.075684
	Iteration 34Q: 3 clusters Score -869205.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -869213.250000 Penalty: 4411.075684
	Iteration 35Q: 3 clusters Score -869213.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -869224.312500 Penalty: 4411.075684
	Iteration 36Q: 3 clusters Score -869224.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -869232.312500 Penalty: 4411.075684
	Iteration 37Q: 3 clusters Score -869232.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -869237.562500 Penalty: 4411.075684
	Iteration 38Q: 3 clusters Score -869237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -869241.250000 Penalty: 4411.075684
	Iteration 39Q: 3 clusters Score -869241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -869246.000000 Penalty: 4411.075684
	Iteration 40F: 3 clusters Score -869246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -869247.625000 Penalty: 4411.075684
	Iteration 41Q: 3 clusters Score -869247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -869253.125000 Penalty: 4411.075684
	Iteration 42Q: 3 clusters Score -869253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -869260.937500 Penalty: 4411.075684
	Iteration 43Q: 3 clusters Score -869260.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -869263.312500 Penalty: 4411.075684
	Iteration 44Q: 3 clusters Score -869263.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -869270.687500 Penalty: 4411.075684
	Iteration 45Q: 3 clusters Score -869270.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -869275.937500 Penalty: 4411.075684
	Iteration 46Q: 3 clusters Score -869275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -869277.937500 Penalty: 4411.075684
	Iteration 47Q: 3 clusters Score -869277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -869280.000000 Penalty: 4411.075684
	Iteration 48Q: 3 clusters Score -869280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -869279.812500 Penalty: 4411.075684
	Iteration 49Q: 3 clusters Score -869279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -869281.312500 Penalty: 4411.075684
	Iteration 50Q: 3 clusters Score -869281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -869281.375000 Penalty: 4411.075684
	Iteration 51Q: 3 clusters Score -869281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -869282.062500 Penalty: 4411.075684
	Iteration 52Q: 3 clusters Score -869282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -869282.500000 Penalty: 4411.075684
	Iteration 53Q: 3 clusters Score -869282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -869283.750000 Penalty: 4411.075684
	Iteration 54Q: 3 clusters Score -869283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -869282.750000 Penalty: 4411.075684
	Iteration 55Q: 3 clusters Score -869282.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -869285.562500 Penalty: 4411.075684
	Iteration 56Q: 3 clusters Score -869285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -869289.562500 Penalty: 4411.075684
	Iteration 57Q: 3 clusters Score -869289.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -869294.375000 Penalty: 4411.075684
	Iteration 58Q: 3 clusters Score -869294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -869294.687500 Penalty: 4411.075684
	Iteration 59Q: 3 clusters Score -869294.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -869295.937500 Penalty: 4411.075684
	Iteration 60F: 3 clusters Score -869295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -869297.375000 Penalty: 4411.075684
	Iteration 61Q: 3 clusters Score -869297.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -869299.500000 Penalty: 4411.075684
	Iteration 62Q: 3 clusters Score -869299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -869301.375000 Penalty: 4411.075684
	Iteration 63Q: 3 clusters Score -869301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -869302.437500 Penalty: 4411.075684
	Iteration 64Q: 3 clusters Score -869302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -869303.625000 Penalty: 4411.075684
	Iteration 65Q: 3 clusters Score -869303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -869304.062500 Penalty: 4411.075684
	Iteration 66Q: 3 clusters Score -869304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -869305.812500 Penalty: 4411.075684
	Iteration 67Q: 3 clusters Score -869305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -869307.125000 Penalty: 4411.075684
	Iteration 68Q: 3 clusters Score -869307.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -869308.750000 Penalty: 4411.075684
	Iteration 69Q: 3 clusters Score -869308.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -869314.562500 Penalty: 4411.075684
	Iteration 70Q: 3 clusters Score -869314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -869315.000000 Penalty: 4411.075684
	Iteration 71Q: 3 clusters Score -869315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -869313.562500 Penalty: 4411.075684
	Iteration 72Q: 3 clusters Score -869313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -869315.000000 Penalty: 4411.075684
	Iteration 73Q: 3 clusters Score -869315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -869315.687500 Penalty: 4411.075684
	Iteration 74Q: 3 clusters Score -869315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -869315.687500 Penalty: 4411.075684
	Iteration 75Q: 3 clusters Score -869315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -869315.687500 Penalty: 4411.075684
	Iteration 76Q: 3 clusters Score -869315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -869317.312500 Penalty: 4411.075684
	Iteration 77Q: 3 clusters Score -869317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -869319.500000 Penalty: 4411.075684
	Iteration 78Q: 3 clusters Score -869319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -869319.812500 Penalty: 4411.075684
	Iteration 79Q: 3 clusters Score -869319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -869320.437500 Penalty: 4411.075684
	Iteration 80F: 3 clusters Score -869320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171255 members 
Entering Unmasked Estep 
Score: -20851818.000000 Penalty: 2988.625488
	Iteration 0F: 2 clusters Score -2.085182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -20738352.000000 Penalty: 5977.250977
	Iteration 0F: 3 clusters Score -2.073835e+07 nChanged 82192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -20786634.000000 Penalty: 5977.250977
	Iteration 1F: 3 clusters Score -2.078663e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -20788406.000000 Penalty: 5977.250977
	Iteration 2Q: 3 clusters Score -2.078841e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -20790854.000000 Penalty: 5977.250977
	Iteration 3Q: 3 clusters Score -2.079085e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -20794264.000000 Penalty: 5977.250977
	Iteration 4Q: 3 clusters Score -2.079426e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108494 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -20799594.000000 Penalty: 5977.250977
	Iteration 5F: 3 clusters Score -2.079959e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -20807574.000000 Penalty: 5977.250977
	Iteration 6F: 3 clusters Score -2.080757e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129785 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -20817640.000000 Penalty: 5977.250977
	Iteration 7F: 3 clusters Score -2.081764e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141086 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -20827992.000000 Penalty: 5977.250977
	Iteration 8F: 3 clusters Score -2.082799e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150553 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -20836208.000000 Penalty: 5977.250977
	Iteration 9F: 3 clusters Score -2.083621e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -20841592.000000 Penalty: 5977.250977
	Iteration 10Q: 3 clusters Score -2.084159e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162095 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -20844734.000000 Penalty: 5977.250977
	Iteration 11Q: 3 clusters Score -2.084473e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -20846696.000000 Penalty: 5977.250977
	Iteration 12Q: 3 clusters Score -2.08467e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20847920.000000 Penalty: 5977.250977
	Iteration 13Q: 3 clusters Score -2.084792e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168205 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -20848660.000000 Penalty: 5977.250977
	Iteration 14Q: 3 clusters Score -2.084866e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20849162.000000 Penalty: 5977.250977
	Iteration 15Q: 3 clusters Score -2.084916e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20849404.000000 Penalty: 5977.250977
	Iteration 16Q: 3 clusters Score -2.08494e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -20849520.000000 Penalty: 5977.250977
	Iteration 17Q: 3 clusters Score -2.084952e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20849574.000000 Penalty: 5977.250977
	Iteration 18Q: 3 clusters Score -2.084957e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -20849576.000000 Penalty: 5977.250977
	Iteration 19Q: 3 clusters Score -2.084958e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169788 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20849608.000000 Penalty: 5977.250977
	Iteration 20F: 3 clusters Score -2.084961e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169826 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20849626.000000 Penalty: 5977.250977
	Iteration 21Q: 3 clusters Score -2.084963e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169855 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -20849640.000000 Penalty: 5977.250977
	Iteration 22Q: 3 clusters Score -2.084964e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169873 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20849692.000000 Penalty: 5977.250977
	Iteration 23Q: 3 clusters Score -2.084969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20849684.000000 Penalty: 5977.250977
	Iteration 24Q: 3 clusters Score -2.084968e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20849710.000000 Penalty: 5977.250977
	Iteration 25Q: 3 clusters Score -2.084971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20849744.000000 Penalty: 5977.250977
	Iteration 26Q: 3 clusters Score -2.084974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20849728.000000 Penalty: 5977.250977
	Iteration 27Q: 3 clusters Score -2.084973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169932 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20849752.000000 Penalty: 5977.250977
	Iteration 28Q: 3 clusters Score -2.084975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169945 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20849748.000000 Penalty: 5977.250977
	Iteration 29Q: 3 clusters Score -2.084975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20849784.000000 Penalty: 5977.250977
	Iteration 30Q: 3 clusters Score -2.084978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169968 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20849764.000000 Penalty: 5977.250977
	Iteration 31Q: 3 clusters Score -2.084976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20849818.000000 Penalty: 5977.250977
	Iteration 32Q: 3 clusters Score -2.084982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169981 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -20849834.000000 Penalty: 5977.250977
	Iteration 33Q: 3 clusters Score -2.084983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169985 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -20849812.000000 Penalty: 5977.250977
	Iteration 34Q: 3 clusters Score -2.084981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169986 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20849808.000000 Penalty: 5977.250977
	Iteration 35Q: 3 clusters Score -2.084981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169986 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20849808.000000 Penalty: 5977.250977
	Iteration 36Q: 3 clusters Score -2.084981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169988 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20849820.000000 Penalty: 5977.250977
	Iteration 37Q: 3 clusters Score -2.084982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169992 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -20849808.000000 Penalty: 5977.250977
	Iteration 38Q: 3 clusters Score -2.084981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169996 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20849824.000000 Penalty: 5977.250977
	Iteration 39Q: 3 clusters Score -2.084982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169997 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -20849812.000000 Penalty: 5977.250977
	Iteration 40F: 3 clusters Score -2.084981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169998 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -20849820.000000 Penalty: 5977.250977
	Iteration 41Q: 3 clusters Score -2.084982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169997 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -20849824.000000 Penalty: 5977.250977
	Iteration 42Q: 3 clusters Score -2.084982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169996 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20849820.000000 Penalty: 5977.250977
	Iteration 43Q: 3 clusters Score -2.084982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20849816.000000 Penalty: 5977.250977
	Iteration 44Q: 3 clusters Score -2.084982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20849816.000000 Penalty: 5977.250977
	Iteration 45F: 3 clusters Score -2.084982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -1228760.125000 Penalty: 2285.524658
	Iteration 0F: 2 clusters Score -1228760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1221096.875000 Penalty: 4571.049316
	Iteration 0F: 3 clusters Score -1221097 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1223439.250000 Penalty: 4571.049316
	Iteration 1F: 3 clusters Score -1223439 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1223971.750000 Penalty: 4571.049316
	Iteration 2F: 3 clusters Score -1223972 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1224470.625000 Penalty: 4571.049316
	Iteration 3F: 3 clusters Score -1224471 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1224958.875000 Penalty: 4571.049316
	Iteration 4F: 3 clusters Score -1224959 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1225404.875000 Penalty: 4571.049316
	Iteration 5F: 3 clusters Score -1225405 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1225811.500000 Penalty: 4571.049316
	Iteration 6F: 3 clusters Score -1225812 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1226145.750000 Penalty: 4571.049316
	Iteration 7F: 3 clusters Score -1226146 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1226359.500000 Penalty: 4571.049316
	Iteration 8Q: 3 clusters Score -1226360 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1226505.500000 Penalty: 4571.049316
	Iteration 9Q: 3 clusters Score -1226506 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1226615.875000 Penalty: 4571.049316
	Iteration 10Q: 3 clusters Score -1226616 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1226693.875000 Penalty: 4571.049316
	Iteration 11Q: 3 clusters Score -1226694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1226744.125000 Penalty: 4571.049316
	Iteration 12Q: 3 clusters Score -1226744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1226781.375000 Penalty: 4571.049316
	Iteration 13Q: 3 clusters Score -1226781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1226809.250000 Penalty: 4571.049316
	Iteration 14Q: 3 clusters Score -1226809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1226835.125000 Penalty: 4571.049316
	Iteration 15Q: 3 clusters Score -1226835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1226850.375000 Penalty: 4571.049316
	Iteration 16Q: 3 clusters Score -1226850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1226869.875000 Penalty: 4571.049316
	Iteration 17Q: 3 clusters Score -1226870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1226886.375000 Penalty: 4571.049316
	Iteration 18Q: 3 clusters Score -1226886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1226902.500000 Penalty: 4571.049316
	Iteration 19Q: 3 clusters Score -1226902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1226912.125000 Penalty: 4571.049316
	Iteration 20F: 3 clusters Score -1226912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1226925.875000 Penalty: 4571.049316
	Iteration 21Q: 3 clusters Score -1226926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1226934.875000 Penalty: 4571.049316
	Iteration 22Q: 3 clusters Score -1226935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1226947.000000 Penalty: 4571.049316
	Iteration 23Q: 3 clusters Score -1226947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1226954.625000 Penalty: 4571.049316
	Iteration 24Q: 3 clusters Score -1226955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1226966.625000 Penalty: 4571.049316
	Iteration 25Q: 3 clusters Score -1226967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1226981.000000 Penalty: 4571.049316
	Iteration 26Q: 3 clusters Score -1226981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1226997.500000 Penalty: 4571.049316
	Iteration 27Q: 3 clusters Score -1226998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1227011.250000 Penalty: 4571.049316
	Iteration 28Q: 3 clusters Score -1227011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1227021.125000 Penalty: 4571.049316
	Iteration 29Q: 3 clusters Score -1227021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1227030.250000 Penalty: 4571.049316
	Iteration 30Q: 3 clusters Score -1227030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1227039.375000 Penalty: 4571.049316
	Iteration 31Q: 3 clusters Score -1227039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1227044.500000 Penalty: 4571.049316
	Iteration 32Q: 3 clusters Score -1227044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1227050.125000 Penalty: 4571.049316
	Iteration 33Q: 3 clusters Score -1227050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1227054.125000 Penalty: 4571.049316
	Iteration 34Q: 3 clusters Score -1227054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1227057.750000 Penalty: 4571.049316
	Iteration 35Q: 3 clusters Score -1227058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1227064.875000 Penalty: 4571.049316
	Iteration 36Q: 3 clusters Score -1227065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1227072.250000 Penalty: 4571.049316
	Iteration 37Q: 3 clusters Score -1227072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1227076.625000 Penalty: 4571.049316
	Iteration 38Q: 3 clusters Score -1227077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1227081.000000 Penalty: 4571.049316
	Iteration 39Q: 3 clusters Score -1227081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1227083.875000 Penalty: 4571.049316
	Iteration 40F: 3 clusters Score -1227084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1227090.125000 Penalty: 4571.049316
	Iteration 41Q: 3 clusters Score -1227090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1227092.875000 Penalty: 4571.049316
	Iteration 42Q: 3 clusters Score -1227093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1227094.375000 Penalty: 4571.049316
	Iteration 43Q: 3 clusters Score -1227094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1227095.000000 Penalty: 4571.049316
	Iteration 44Q: 3 clusters Score -1227095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1227094.875000 Penalty: 4571.049316
	Iteration 45Q: 3 clusters Score -1227095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1227095.000000 Penalty: 4571.049316
	Iteration 46Q: 3 clusters Score -1227095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1227094.500000 Penalty: 4571.049316
	Iteration 47Q: 3 clusters Score -1227094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1227097.250000 Penalty: 4571.049316
	Iteration 48Q: 3 clusters Score -1227097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1227098.875000 Penalty: 4571.049316
	Iteration 49Q: 3 clusters Score -1227099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1227098.875000 Penalty: 4571.049316
	Iteration 50Q: 3 clusters Score -1227099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1227101.500000 Penalty: 4571.049316
	Iteration 51Q: 3 clusters Score -1227102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1227103.875000 Penalty: 4571.049316
	Iteration 52Q: 3 clusters Score -1227104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1227103.500000 Penalty: 4571.049316
	Iteration 53Q: 3 clusters Score -1227104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1227106.125000 Penalty: 4571.049316
	Iteration 54Q: 3 clusters Score -1227106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1227106.625000 Penalty: 4571.049316
	Iteration 55Q: 3 clusters Score -1227107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1227107.625000 Penalty: 4571.049316
	Iteration 56Q: 3 clusters Score -1227108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1227107.250000 Penalty: 4571.049316
	Iteration 57Q: 3 clusters Score -1227107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1227108.375000 Penalty: 4571.049316
	Iteration 58Q: 3 clusters Score -1227108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1227108.375000 Penalty: 4571.049316
	Iteration 59F: 3 clusters Score -1227108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Entering Unmasked Estep 
Score: -867503.125000 Penalty: 2201.798340
	Iteration 0F: 2 clusters Score -867503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -861589.875000 Penalty: 4403.596680
	Iteration 0F: 3 clusters Score -861589.9 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -863173.625000 Penalty: 4403.596680
	Iteration 1F: 3 clusters Score -863173.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -863540.312500 Penalty: 4403.596680
	Iteration 2F: 3 clusters Score -863540.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -863893.562500 Penalty: 4403.596680
	Iteration 3F: 3 clusters Score -863893.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -864264.000000 Penalty: 4403.596680
	Iteration 4F: 3 clusters Score -864264 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -864597.812500 Penalty: 4403.596680
	Iteration 5F: 3 clusters Score -864597.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -864897.125000 Penalty: 4403.596680
	Iteration 6F: 3 clusters Score -864897.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -865158.812500 Penalty: 4403.596680
	Iteration 7F: 3 clusters Score -865158.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -865357.875000 Penalty: 4403.596680
	Iteration 8Q: 3 clusters Score -865357.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -865537.000000 Penalty: 4403.596680
	Iteration 9Q: 3 clusters Score -865537 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -865674.375000 Penalty: 4403.596680
	Iteration 10Q: 3 clusters Score -865674.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -865791.625000 Penalty: 4403.596680
	Iteration 11Q: 3 clusters Score -865791.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -865886.000000 Penalty: 4403.596680
	Iteration 12Q: 3 clusters Score -865886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -865961.125000 Penalty: 4403.596680
	Iteration 13Q: 3 clusters Score -865961.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -866001.687500 Penalty: 4403.596680
	Iteration 14Q: 3 clusters Score -866001.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -866025.625000 Penalty: 4403.596680
	Iteration 15Q: 3 clusters Score -866025.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -866052.937500 Penalty: 4403.596680
	Iteration 16Q: 3 clusters Score -866052.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -866083.250000 Penalty: 4403.596680
	Iteration 17Q: 3 clusters Score -866083.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -866101.812500 Penalty: 4403.596680
	Iteration 18Q: 3 clusters Score -866101.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -866122.062500 Penalty: 4403.596680
	Iteration 19Q: 3 clusters Score -866122.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -866137.750000 Penalty: 4403.596680
	Iteration 20F: 3 clusters Score -866137.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -866155.125000 Penalty: 4403.596680
	Iteration 21Q: 3 clusters Score -866155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -866164.187500 Penalty: 4403.596680
	Iteration 22Q: 3 clusters Score -866164.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -866169.937500 Penalty: 4403.596680
	Iteration 23Q: 3 clusters Score -866169.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -866182.812500 Penalty: 4403.596680
	Iteration 24Q: 3 clusters Score -866182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -866192.562500 Penalty: 4403.596680
	Iteration 25Q: 3 clusters Score -866192.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -866202.125000 Penalty: 4403.596680
	Iteration 26Q: 3 clusters Score -866202.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -866211.562500 Penalty: 4403.596680
	Iteration 27Q: 3 clusters Score -866211.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -866216.875000 Penalty: 4403.596680
	Iteration 28Q: 3 clusters Score -866216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -866223.812500 Penalty: 4403.596680
	Iteration 29Q: 3 clusters Score -866223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -866228.375000 Penalty: 4403.596680
	Iteration 30Q: 3 clusters Score -866228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -866229.437500 Penalty: 4403.596680
	Iteration 31Q: 3 clusters Score -866229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -866231.812500 Penalty: 4403.596680
	Iteration 32Q: 3 clusters Score -866231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -866232.812500 Penalty: 4403.596680
	Iteration 33Q: 3 clusters Score -866232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -866232.437500 Penalty: 4403.596680
	Iteration 34Q: 3 clusters Score -866232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -866234.375000 Penalty: 4403.596680
	Iteration 35Q: 3 clusters Score -866234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -866234.375000 Penalty: 4403.596680
	Iteration 36F: 3 clusters Score -866234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -768732.125000 Penalty: 2164.489014
	Iteration 0F: 2 clusters Score -768732.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -763465.812500 Penalty: 4328.978027
	Iteration 0F: 3 clusters Score -763465.8 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -764825.000000 Penalty: 4328.978027
	Iteration 1F: 3 clusters Score -764825 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -765081.375000 Penalty: 4328.978027
	Iteration 2F: 3 clusters Score -765081.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -765251.750000 Penalty: 4328.978027
	Iteration 3F: 3 clusters Score -765251.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -765360.000000 Penalty: 4328.978027
	Iteration 4Q: 3 clusters Score -765360 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -765451.250000 Penalty: 4328.978027
	Iteration 5Q: 3 clusters Score -765451.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -765522.187500 Penalty: 4328.978027
	Iteration 6Q: 3 clusters Score -765522.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -765586.500000 Penalty: 4328.978027
	Iteration 7Q: 3 clusters Score -765586.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -765643.062500 Penalty: 4328.978027
	Iteration 8Q: 3 clusters Score -765643.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -765698.562500 Penalty: 4328.978027
	Iteration 9Q: 3 clusters Score -765698.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -765761.500000 Penalty: 4328.978027
	Iteration 10Q: 3 clusters Score -765761.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -765822.625000 Penalty: 4328.978027
	Iteration 11Q: 3 clusters Score -765822.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -765889.937500 Penalty: 4328.978027
	Iteration 12Q: 3 clusters Score -765889.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -765955.125000 Penalty: 4328.978027
	Iteration 13Q: 3 clusters Score -765955.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -766023.437500 Penalty: 4328.978027
	Iteration 14Q: 3 clusters Score -766023.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -766084.812500 Penalty: 4328.978027
	Iteration 15Q: 3 clusters Score -766084.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -766161.062500 Penalty: 4328.978027
	Iteration 16Q: 3 clusters Score -766161.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -766233.500000 Penalty: 4328.978027
	Iteration 17Q: 3 clusters Score -766233.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -766313.062500 Penalty: 4328.978027
	Iteration 18Q: 3 clusters Score -766313.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -766381.937500 Penalty: 4328.978027
	Iteration 19Q: 3 clusters Score -766381.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -766441.625000 Penalty: 4328.978027
	Iteration 20F: 3 clusters Score -766441.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -766490.812500 Penalty: 4328.978027
	Iteration 21Q: 3 clusters Score -766490.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -766544.625000 Penalty: 4328.978027
	Iteration 22Q: 3 clusters Score -766544.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -766582.187500 Penalty: 4328.978027
	Iteration 23Q: 3 clusters Score -766582.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -766605.437500 Penalty: 4328.978027
	Iteration 24Q: 3 clusters Score -766605.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -766637.562500 Penalty: 4328.978027
	Iteration 25Q: 3 clusters Score -766637.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -766657.625000 Penalty: 4328.978027
	Iteration 26Q: 3 clusters Score -766657.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -766686.812500 Penalty: 4328.978027
	Iteration 27Q: 3 clusters Score -766686.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -766715.625000 Penalty: 4328.978027
	Iteration 28Q: 3 clusters Score -766715.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -766733.562500 Penalty: 4328.978027
	Iteration 29Q: 3 clusters Score -766733.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -766753.875000 Penalty: 4328.978027
	Iteration 30Q: 3 clusters Score -766753.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -766766.312500 Penalty: 4328.978027
	Iteration 31Q: 3 clusters Score -766766.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -766784.000000 Penalty: 4328.978027
	Iteration 32Q: 3 clusters Score -766784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -766794.312500 Penalty: 4328.978027
	Iteration 33Q: 3 clusters Score -766794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -766802.000000 Penalty: 4328.978027
	Iteration 34Q: 3 clusters Score -766802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -766808.750000 Penalty: 4328.978027
	Iteration 35Q: 3 clusters Score -766808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -766818.250000 Penalty: 4328.978027
	Iteration 36Q: 3 clusters Score -766818.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -766823.000000 Penalty: 4328.978027
	Iteration 37Q: 3 clusters Score -766823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -766824.437500 Penalty: 4328.978027
	Iteration 38Q: 3 clusters Score -766824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -766825.500000 Penalty: 4328.978027
	Iteration 39Q: 3 clusters Score -766825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -766827.625000 Penalty: 4328.978027
	Iteration 40F: 3 clusters Score -766827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -766829.000000 Penalty: 4328.978027
	Iteration 41Q: 3 clusters Score -766829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -766831.875000 Penalty: 4328.978027
	Iteration 42Q: 3 clusters Score -766831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -766835.437500 Penalty: 4328.978027
	Iteration 43Q: 3 clusters Score -766835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -766838.562500 Penalty: 4328.978027
	Iteration 44Q: 3 clusters Score -766838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -766840.562500 Penalty: 4328.978027
	Iteration 45Q: 3 clusters Score -766840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -766844.812500 Penalty: 4328.978027
	Iteration 46Q: 3 clusters Score -766844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -766848.437500 Penalty: 4328.978027
	Iteration 47Q: 3 clusters Score -766848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -766849.000000 Penalty: 4328.978027
	Iteration 48Q: 3 clusters Score -766849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -766852.437500 Penalty: 4328.978027
	Iteration 49Q: 3 clusters Score -766852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -766854.812500 Penalty: 4328.978027
	Iteration 50Q: 3 clusters Score -766854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -766856.312500 Penalty: 4328.978027
	Iteration 51Q: 3 clusters Score -766856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -766858.750000 Penalty: 4328.978027
	Iteration 52Q: 3 clusters Score -766858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -766859.812500 Penalty: 4328.978027
	Iteration 53Q: 3 clusters Score -766859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -766860.437500 Penalty: 4328.978027
	Iteration 54Q: 3 clusters Score -766860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -766864.062500 Penalty: 4328.978027
	Iteration 55Q: 3 clusters Score -766864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -766864.375000 Penalty: 4328.978027
	Iteration 56Q: 3 clusters Score -766864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -766866.875000 Penalty: 4328.978027
	Iteration 57Q: 3 clusters Score -766866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -766871.750000 Penalty: 4328.978027
	Iteration 58Q: 3 clusters Score -766871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -766874.875000 Penalty: 4328.978027
	Iteration 59Q: 3 clusters Score -766874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -766876.062500 Penalty: 4328.978027
	Iteration 60F: 3 clusters Score -766876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -766876.562500 Penalty: 4328.978027
	Iteration 61Q: 3 clusters Score -766876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -766876.562500 Penalty: 4328.978027
	Iteration 62F: 3 clusters Score -766876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (205532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205532 members 
Entering Unmasked Estep 
Score: -25391472.000000 Penalty: 3033.872559
	Iteration 0F: 2 clusters Score -2.539147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -25264606.000000 Penalty: 6067.745117
	Iteration 0F: 3 clusters Score -2.526461e+07 nChanged 98891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -25322252.000000 Penalty: 6067.745117
	Iteration 1F: 3 clusters Score -2.532225e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 106300 members 
Entering Unmasked Estep 
Score: -25323104.000000 Penalty: 6067.745117
	Iteration 2Q: 3 clusters Score -2.53231e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -25324430.000000 Penalty: 6067.745117
	Iteration 3Q: 3 clusters Score -2.532443e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -25326236.000000 Penalty: 6067.745117
	Iteration 4Q: 3 clusters Score -2.532624e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 117867 members 
Entering Unmasked Estep 
Score: -25329638.000000 Penalty: 6067.745117
	Iteration 5Q: 3 clusters Score -2.532964e+07 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -25336076.000000 Penalty: 6067.745117
	Iteration 6F: 3 clusters Score -2.533608e+07 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -25346488.000000 Penalty: 6067.745117
	Iteration 7F: 3 clusters Score -2.534649e+07 nChanged 16126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -25359642.000000 Penalty: 6067.745117
	Iteration 8F: 3 clusters Score -2.535964e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -25372886.000000 Penalty: 6067.745117
	Iteration 9F: 3 clusters Score -2.537289e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 166694 members 
Entering Unmasked Estep 
Score: -25382832.000000 Penalty: 6067.745117
	Iteration 10F: 3 clusters Score -2.538283e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -25387614.000000 Penalty: 6067.745117
	Iteration 11Q: 3 clusters Score -2.538761e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 172446 members 
Entering Unmasked Estep 
Score: -25389796.000000 Penalty: 6067.745117
	Iteration 12Q: 3 clusters Score -2.53898e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 174065 members 
Entering Unmasked Estep 
Score: -25391012.000000 Penalty: 6067.745117
	Iteration 13Q: 3 clusters Score -2.539101e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 175339 members 
Entering Unmasked Estep 
Score: -25391844.000000 Penalty: 6067.745117
	Iteration 14Q: 3 clusters Score -2.539184e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 176248 members 
Entering Unmasked Estep 
Score: -25392368.000000 Penalty: 6067.745117
	Iteration 15Q: 3 clusters Score -2.539237e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 176983 members 
Entering Unmasked Estep 
Score: -25392622.000000 Penalty: 6067.745117
	Iteration 16Q: 3 clusters Score -2.539262e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -25392812.000000 Penalty: 6067.745117
	Iteration 17Q: 3 clusters Score -2.539281e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 178089 members 
Entering Unmasked Estep 
Score: -25393072.000000 Penalty: 6067.745117
	Iteration 18Q: 3 clusters Score -2.539307e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 178505 members 
Entering Unmasked Estep 
Score: -25393166.000000 Penalty: 6067.745117
	Iteration 19Q: 3 clusters Score -2.539317e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 178868 members 
Entering Unmasked Estep 
Score: -25393312.000000 Penalty: 6067.745117
	Iteration 20F: 3 clusters Score -2.539331e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 179180 members 
Entering Unmasked Estep 
Score: -25393414.000000 Penalty: 6067.745117
	Iteration 21Q: 3 clusters Score -2.539341e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 179445 members 
Entering Unmasked Estep 
Score: -25393482.000000 Penalty: 6067.745117
	Iteration 22Q: 3 clusters Score -2.539348e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 179672 members 
Entering Unmasked Estep 
Score: -25393480.000000 Penalty: 6067.745117
	Iteration 23Q: 3 clusters Score -2.539348e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -25393530.000000 Penalty: 6067.745117
	Iteration 24Q: 3 clusters Score -2.539353e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 180013 members 
Entering Unmasked Estep 
Score: -25393588.000000 Penalty: 6067.745117
	Iteration 25Q: 3 clusters Score -2.539359e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 180186 members 
Entering Unmasked Estep 
Score: -25393554.000000 Penalty: 6067.745117
	Iteration 26Q: 3 clusters Score -2.539355e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 180351 members 
Entering Unmasked Estep 
Score: -25393598.000000 Penalty: 6067.745117
	Iteration 27Q: 3 clusters Score -2.53936e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 180504 members 
Entering Unmasked Estep 
Score: -25393618.000000 Penalty: 6067.745117
	Iteration 28Q: 3 clusters Score -2.539362e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 180638 members 
Entering Unmasked Estep 
Score: -25393582.000000 Penalty: 6067.745117
	Iteration 29Q: 3 clusters Score -2.539358e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 180772 members 
Entering Unmasked Estep 
Score: -25393584.000000 Penalty: 6067.745117
	Iteration 30Q: 3 clusters Score -2.539358e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 180870 members 
Entering Unmasked Estep 
Score: -25393596.000000 Penalty: 6067.745117
	Iteration 31Q: 3 clusters Score -2.53936e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 180966 members 
Entering Unmasked Estep 
Score: -25393600.000000 Penalty: 6067.745117
	Iteration 32Q: 3 clusters Score -2.53936e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 181046 members 
Entering Unmasked Estep 
Score: -25393614.000000 Penalty: 6067.745117
	Iteration 33Q: 3 clusters Score -2.539361e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 181120 members 
Entering Unmasked Estep 
Score: -25393582.000000 Penalty: 6067.745117
	Iteration 34Q: 3 clusters Score -2.539358e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 181193 members 
Entering Unmasked Estep 
Score: -25393578.000000 Penalty: 6067.745117
	Iteration 35Q: 3 clusters Score -2.539358e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 181264 members 
Entering Unmasked Estep 
Score: -25393606.000000 Penalty: 6067.745117
	Iteration 36Q: 3 clusters Score -2.539361e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 181332 members 
Entering Unmasked Estep 
Score: -25393604.000000 Penalty: 6067.745117
	Iteration 37Q: 3 clusters Score -2.53936e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 181398 members 
Entering Unmasked Estep 
Score: -25393638.000000 Penalty: 6067.745117
	Iteration 38Q: 3 clusters Score -2.539364e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 181467 members 
Entering Unmasked Estep 
Score: -25393626.000000 Penalty: 6067.745117
	Iteration 39Q: 3 clusters Score -2.539363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 181536 members 
Entering Unmasked Estep 
Score: -25393584.000000 Penalty: 6067.745117
	Iteration 40F: 3 clusters Score -2.539358e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 181602 members 
Entering Unmasked Estep 
Score: -25393544.000000 Penalty: 6067.745117
	Iteration 41Q: 3 clusters Score -2.539354e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 181666 members 
Entering Unmasked Estep 
Score: -25393534.000000 Penalty: 6067.745117
	Iteration 42Q: 3 clusters Score -2.539353e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 181733 members 
Entering Unmasked Estep 
Score: -25393528.000000 Penalty: 6067.745117
	Iteration 43Q: 3 clusters Score -2.539353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 181804 members 
Entering Unmasked Estep 
Score: -25393578.000000 Penalty: 6067.745117
	Iteration 44Q: 3 clusters Score -2.539358e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 181860 members 
Entering Unmasked Estep 
Score: -25393524.000000 Penalty: 6067.745117
	Iteration 45Q: 3 clusters Score -2.539352e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 181920 members 
Entering Unmasked Estep 
Score: -25393502.000000 Penalty: 6067.745117
	Iteration 46Q: 3 clusters Score -2.53935e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -25393464.000000 Penalty: 6067.745117
	Iteration 47Q: 3 clusters Score -2.539346e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 182055 members 
Entering Unmasked Estep 
Score: -25393450.000000 Penalty: 6067.745117
	Iteration 48Q: 3 clusters Score -2.539345e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 182116 members 
Entering Unmasked Estep 
Score: -25393442.000000 Penalty: 6067.745117
	Iteration 49Q: 3 clusters Score -2.539344e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 182173 members 
Entering Unmasked Estep 
Score: -25393470.000000 Penalty: 6067.745117
	Iteration 50Q: 3 clusters Score -2.539347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 182231 members 
Entering Unmasked Estep 
Score: -25393442.000000 Penalty: 6067.745117
	Iteration 51Q: 3 clusters Score -2.539344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 182285 members 
Entering Unmasked Estep 
Score: -25393440.000000 Penalty: 6067.745117
	Iteration 52Q: 3 clusters Score -2.539344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -25393460.000000 Penalty: 6067.745117
	Iteration 53Q: 3 clusters Score -2.539346e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 182385 members 
Entering Unmasked Estep 
Score: -25393498.000000 Penalty: 6067.745117
	Iteration 54Q: 3 clusters Score -2.53935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 182424 members 
Entering Unmasked Estep 
Score: -25393484.000000 Penalty: 6067.745117
	Iteration 55Q: 3 clusters Score -2.539348e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 182455 members 
Entering Unmasked Estep 
Score: -25393464.000000 Penalty: 6067.745117
	Iteration 56Q: 3 clusters Score -2.539346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 182492 members 
Entering Unmasked Estep 
Score: -25393446.000000 Penalty: 6067.745117
	Iteration 57Q: 3 clusters Score -2.539345e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 182531 members 
Entering Unmasked Estep 
Score: -25393480.000000 Penalty: 6067.745117
	Iteration 58Q: 3 clusters Score -2.539348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 182565 members 
Entering Unmasked Estep 
Score: -25393458.000000 Penalty: 6067.745117
	Iteration 59Q: 3 clusters Score -2.539346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 182597 members 
Entering Unmasked Estep 
Score: -25393432.000000 Penalty: 6067.745117
	Iteration 60F: 3 clusters Score -2.539343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 182628 members 
Entering Unmasked Estep 
Score: -25393452.000000 Penalty: 6067.745117
	Iteration 61Q: 3 clusters Score -2.539345e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 182670 members 
Entering Unmasked Estep 
Score: -25393444.000000 Penalty: 6067.745117
	Iteration 62Q: 3 clusters Score -2.539344e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 182714 members 
Entering Unmasked Estep 
Score: -25393440.000000 Penalty: 6067.745117
	Iteration 63Q: 3 clusters Score -2.539344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -25393428.000000 Penalty: 6067.745117
	Iteration 64Q: 3 clusters Score -2.539343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 182769 members 
Entering Unmasked Estep 
Score: -25393422.000000 Penalty: 6067.745117
	Iteration 65Q: 3 clusters Score -2.539342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 182789 members 
Entering Unmasked Estep 
Score: -25393400.000000 Penalty: 6067.745117
	Iteration 66Q: 3 clusters Score -2.53934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 182804 members 
Entering Unmasked Estep 
Score: -25393404.000000 Penalty: 6067.745117
	Iteration 67Q: 3 clusters Score -2.53934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 182816 members 
Entering Unmasked Estep 
Score: -25393410.000000 Penalty: 6067.745117
	Iteration 68Q: 3 clusters Score -2.539341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 182833 members 
Entering Unmasked Estep 
Score: -25393406.000000 Penalty: 6067.745117
	Iteration 69Q: 3 clusters Score -2.539341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -25393404.000000 Penalty: 6067.745117
	Iteration 70Q: 3 clusters Score -2.53934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 182866 members 
Entering Unmasked Estep 
Score: -25393392.000000 Penalty: 6067.745117
	Iteration 71Q: 3 clusters Score -2.539339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 182883 members 
Entering Unmasked Estep 
Score: -25393398.000000 Penalty: 6067.745117
	Iteration 72Q: 3 clusters Score -2.53934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 182902 members 
Entering Unmasked Estep 
Score: -25393390.000000 Penalty: 6067.745117
	Iteration 73Q: 3 clusters Score -2.539339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 182921 members 
Entering Unmasked Estep 
Score: -25393390.000000 Penalty: 6067.745117
	Iteration 74Q: 3 clusters Score -2.539339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 182951 members 
Entering Unmasked Estep 
Score: -25393414.000000 Penalty: 6067.745117
	Iteration 75Q: 3 clusters Score -2.539341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 183000 members 
Entering Unmasked Estep 
Score: -25393386.000000 Penalty: 6067.745117
	Iteration 76Q: 3 clusters Score -2.539339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 183033 members 
Entering Unmasked Estep 
Score: -25393366.000000 Penalty: 6067.745117
	Iteration 77Q: 3 clusters Score -2.539337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 183070 members 
Entering Unmasked Estep 
Score: -25393364.000000 Penalty: 6067.745117
	Iteration 78Q: 3 clusters Score -2.539336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -25393376.000000 Penalty: 6067.745117
	Iteration 79Q: 3 clusters Score -2.539338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 183114 members 
Entering Unmasked Estep 
Score: -25393364.000000 Penalty: 6067.745117
	Iteration 80F: 3 clusters Score -2.539336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 183137 members 
Entering Unmasked Estep 
Score: -25393390.000000 Penalty: 6067.745117
	Iteration 81Q: 3 clusters Score -2.539339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 183160 members 
Entering Unmasked Estep 
Score: -25393378.000000 Penalty: 6067.745117
	Iteration 82Q: 3 clusters Score -2.539338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 183182 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 83Q: 3 clusters Score -2.539335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -25393360.000000 Penalty: 6067.745117
	Iteration 84Q: 3 clusters Score -2.539336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 183216 members 
Entering Unmasked Estep 
Score: -25393342.000000 Penalty: 6067.745117
	Iteration 85Q: 3 clusters Score -2.539334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 183225 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 86Q: 3 clusters Score -2.539335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 183230 members 
Entering Unmasked Estep 
Score: -25393344.000000 Penalty: 6067.745117
	Iteration 87Q: 3 clusters Score -2.539334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 183235 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 88Q: 3 clusters Score -2.539335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 183241 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 89Q: 3 clusters Score -2.539336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 183244 members 
Entering Unmasked Estep 
Score: -25393360.000000 Penalty: 6067.745117
	Iteration 90Q: 3 clusters Score -2.539336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 183248 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 91Q: 3 clusters Score -2.539335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 183252 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 92Q: 3 clusters Score -2.539335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 183255 members 
Entering Unmasked Estep 
Score: -25393346.000000 Penalty: 6067.745117
	Iteration 93Q: 3 clusters Score -2.539335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 183258 members 
Entering Unmasked Estep 
Score: -25393346.000000 Penalty: 6067.745117
	Iteration 94Q: 3 clusters Score -2.539335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -25393372.000000 Penalty: 6067.745117
	Iteration 95Q: 3 clusters Score -2.539337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 183264 members 
Entering Unmasked Estep 
Score: -25393360.000000 Penalty: 6067.745117
	Iteration 96Q: 3 clusters Score -2.539336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 183271 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 97Q: 3 clusters Score -2.539335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 183276 members 
Entering Unmasked Estep 
Score: -25393366.000000 Penalty: 6067.745117
	Iteration 98Q: 3 clusters Score -2.539337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 183280 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 99Q: 3 clusters Score -2.539336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 183284 members 
Entering Unmasked Estep 
Score: -25393346.000000 Penalty: 6067.745117
	Iteration 100F: 3 clusters Score -2.539335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 183292 members 
Entering Unmasked Estep 
Score: -25393338.000000 Penalty: 6067.745117
	Iteration 101Q: 3 clusters Score -2.539334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 183302 members 
Entering Unmasked Estep 
Score: -25393348.000000 Penalty: 6067.745117
	Iteration 102Q: 3 clusters Score -2.539335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 183314 members 
Entering Unmasked Estep 
Score: -25393346.000000 Penalty: 6067.745117
	Iteration 103Q: 3 clusters Score -2.539335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 183322 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 104Q: 3 clusters Score -2.539335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 183328 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 105Q: 3 clusters Score -2.539336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 183333 members 
Entering Unmasked Estep 
Score: -25393360.000000 Penalty: 6067.745117
	Iteration 106Q: 3 clusters Score -2.539336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 183336 members 
Entering Unmasked Estep 
Score: -25393360.000000 Penalty: 6067.745117
	Iteration 107Q: 3 clusters Score -2.539336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 183342 members 
Entering Unmasked Estep 
Score: -25393358.000000 Penalty: 6067.745117
	Iteration 108Q: 3 clusters Score -2.539336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 183351 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 109Q: 3 clusters Score -2.539335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 183361 members 
Entering Unmasked Estep 
Score: -25393362.000000 Penalty: 6067.745117
	Iteration 110Q: 3 clusters Score -2.539336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 183364 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 111Q: 3 clusters Score -2.539335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 183368 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 112Q: 3 clusters Score -2.539335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 183370 members 
Entering Unmasked Estep 
Score: -25393348.000000 Penalty: 6067.745117
	Iteration 113Q: 3 clusters Score -2.539335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 183373 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 114Q: 3 clusters Score -2.539335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -25393362.000000 Penalty: 6067.745117
	Iteration 115Q: 3 clusters Score -2.539336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 183383 members 
Entering Unmasked Estep 
Score: -25393360.000000 Penalty: 6067.745117
	Iteration 116Q: 3 clusters Score -2.539336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 183388 members 
Entering Unmasked Estep 
Score: -25393366.000000 Penalty: 6067.745117
	Iteration 117Q: 3 clusters Score -2.539337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 183396 members 
Entering Unmasked Estep 
Score: -25393366.000000 Penalty: 6067.745117
	Iteration 118Q: 3 clusters Score -2.539337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 183401 members 
Entering Unmasked Estep 
Score: -25393360.000000 Penalty: 6067.745117
	Iteration 119Q: 3 clusters Score -2.539336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 183409 members 
Entering Unmasked Estep 
Score: -25393374.000000 Penalty: 6067.745117
	Iteration 120F: 3 clusters Score -2.539337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -25393364.000000 Penalty: 6067.745117
	Iteration 121Q: 3 clusters Score -2.539336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 183418 members 
Entering Unmasked Estep 
Score: -25393368.000000 Penalty: 6067.745117
	Iteration 122Q: 3 clusters Score -2.539337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -25393364.000000 Penalty: 6067.745117
	Iteration 123Q: 3 clusters Score -2.539336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 183434 members 
Entering Unmasked Estep 
Score: -25393344.000000 Penalty: 6067.745117
	Iteration 124Q: 3 clusters Score -2.539334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 183439 members 
Entering Unmasked Estep 
Score: -25393348.000000 Penalty: 6067.745117
	Iteration 125Q: 3 clusters Score -2.539335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 183441 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 126Q: 3 clusters Score -2.539336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 183443 members 
Entering Unmasked Estep 
Score: -25393358.000000 Penalty: 6067.745117
	Iteration 127Q: 3 clusters Score -2.539336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 183450 members 
Entering Unmasked Estep 
Score: -25393342.000000 Penalty: 6067.745117
	Iteration 128Q: 3 clusters Score -2.539334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 183458 members 
Entering Unmasked Estep 
Score: -25393330.000000 Penalty: 6067.745117
	Iteration 129Q: 3 clusters Score -2.539333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 183466 members 
Entering Unmasked Estep 
Score: -25393334.000000 Penalty: 6067.745117
	Iteration 130Q: 3 clusters Score -2.539333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 183481 members 
Entering Unmasked Estep 
Score: -25393350.000000 Penalty: 6067.745117
	Iteration 131Q: 3 clusters Score -2.539335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 132Q: 3 clusters Score -2.539335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 183500 members 
Entering Unmasked Estep 
Score: -25393350.000000 Penalty: 6067.745117
	Iteration 133Q: 3 clusters Score -2.539335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 183511 members 
Entering Unmasked Estep 
Score: -25393342.000000 Penalty: 6067.745117
	Iteration 134Q: 3 clusters Score -2.539334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 183518 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 135Q: 3 clusters Score -2.539335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 183524 members 
Entering Unmasked Estep 
Score: -25393340.000000 Penalty: 6067.745117
	Iteration 136Q: 3 clusters Score -2.539334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 183531 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 137Q: 3 clusters Score -2.539336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 183536 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 138Q: 3 clusters Score -2.539335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 183537 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 139Q: 3 clusters Score -2.539335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -25393352.000000 Penalty: 6067.745117
	Iteration 140F: 3 clusters Score -2.539335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 183540 members 
Entering Unmasked Estep 
Score: -25393362.000000 Penalty: 6067.745117
	Iteration 141Q: 3 clusters Score -2.539336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 183542 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 142Q: 3 clusters Score -2.539336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 183545 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 143Q: 3 clusters Score -2.539336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 183549 members 
Entering Unmasked Estep 
Score: -25393358.000000 Penalty: 6067.745117
	Iteration 144Q: 3 clusters Score -2.539336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 183552 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 145Q: 3 clusters Score -2.539335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 183555 members 
Entering Unmasked Estep 
Score: -25393346.000000 Penalty: 6067.745117
	Iteration 146Q: 3 clusters Score -2.539335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 147Q: 3 clusters Score -2.539335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 183562 members 
Entering Unmasked Estep 
Score: -25393332.000000 Penalty: 6067.745117
	Iteration 148Q: 3 clusters Score -2.539333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 183566 members 
Entering Unmasked Estep 
Score: -25393340.000000 Penalty: 6067.745117
	Iteration 149Q: 3 clusters Score -2.539334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 183570 members 
Entering Unmasked Estep 
Score: -25393316.000000 Penalty: 6067.745117
	Iteration 150Q: 3 clusters Score -2.539332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 183575 members 
Entering Unmasked Estep 
Score: -25393344.000000 Penalty: 6067.745117
	Iteration 151Q: 3 clusters Score -2.539334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 183577 members 
Entering Unmasked Estep 
Score: -25393340.000000 Penalty: 6067.745117
	Iteration 152Q: 3 clusters Score -2.539334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 183580 members 
Entering Unmasked Estep 
Score: -25393332.000000 Penalty: 6067.745117
	Iteration 153Q: 3 clusters Score -2.539333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 183583 members 
Entering Unmasked Estep 
Score: -25393338.000000 Penalty: 6067.745117
	Iteration 154Q: 3 clusters Score -2.539334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 183588 members 
Entering Unmasked Estep 
Score: -25393344.000000 Penalty: 6067.745117
	Iteration 155Q: 3 clusters Score -2.539334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 183592 members 
Entering Unmasked Estep 
Score: -25393332.000000 Penalty: 6067.745117
	Iteration 156Q: 3 clusters Score -2.539333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 183595 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 157Q: 3 clusters Score -2.539335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 183601 members 
Entering Unmasked Estep 
Score: -25393346.000000 Penalty: 6067.745117
	Iteration 158Q: 3 clusters Score -2.539335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 183605 members 
Entering Unmasked Estep 
Score: -25393362.000000 Penalty: 6067.745117
	Iteration 159Q: 3 clusters Score -2.539336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 183612 members 
Entering Unmasked Estep 
Score: -25393356.000000 Penalty: 6067.745117
	Iteration 160F: 3 clusters Score -2.539336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 183618 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 161Q: 3 clusters Score -2.539335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 183625 members 
Entering Unmasked Estep 
Score: -25393362.000000 Penalty: 6067.745117
	Iteration 162Q: 3 clusters Score -2.539336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 183631 members 
Entering Unmasked Estep 
Score: -25393370.000000 Penalty: 6067.745117
	Iteration 163Q: 3 clusters Score -2.539337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -25393384.000000 Penalty: 6067.745117
	Iteration 164Q: 3 clusters Score -2.539338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 183641 members 
Entering Unmasked Estep 
Score: -25393382.000000 Penalty: 6067.745117
	Iteration 165Q: 3 clusters Score -2.539338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 183652 members 
Entering Unmasked Estep 
Score: -25393380.000000 Penalty: 6067.745117
	Iteration 166Q: 3 clusters Score -2.539338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -25393384.000000 Penalty: 6067.745117
	Iteration 167Q: 3 clusters Score -2.539338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 183698 members 
Entering Unmasked Estep 
Score: -25393420.000000 Penalty: 6067.745117
	Iteration 168Q: 3 clusters Score -2.539342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 183714 members 
Entering Unmasked Estep 
Score: -25393406.000000 Penalty: 6067.745117
	Iteration 169Q: 3 clusters Score -2.539341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
Score: -25393406.000000 Penalty: 6067.745117
	Iteration 170Q: 3 clusters Score -2.539341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 183754 members 
Entering Unmasked Estep 
Score: -25393406.000000 Penalty: 6067.745117
	Iteration 171Q: 3 clusters Score -2.539341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 183770 members 
Entering Unmasked Estep 
Score: -25393394.000000 Penalty: 6067.745117
	Iteration 172Q: 3 clusters Score -2.539339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 183794 members 
Entering Unmasked Estep 
Score: -25393392.000000 Penalty: 6067.745117
	Iteration 173Q: 3 clusters Score -2.539339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 183824 members 
Entering Unmasked Estep 
Score: -25393378.000000 Penalty: 6067.745117
	Iteration 174Q: 3 clusters Score -2.539338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 183849 members 
Entering Unmasked Estep 
Score: -25393374.000000 Penalty: 6067.745117
	Iteration 175Q: 3 clusters Score -2.539337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 183883 members 
Entering Unmasked Estep 
Score: -25393392.000000 Penalty: 6067.745117
	Iteration 176Q: 3 clusters Score -2.539339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 183910 members 
Entering Unmasked Estep 
Score: -25393354.000000 Penalty: 6067.745117
	Iteration 177Q: 3 clusters Score -2.539335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 183931 members 
Entering Unmasked Estep 
Score: -25393344.000000 Penalty: 6067.745117
	Iteration 178Q: 3 clusters Score -2.539334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 183956 members 
Entering Unmasked Estep 
Score: -25393342.000000 Penalty: 6067.745117
	Iteration 179Q: 3 clusters Score -2.539334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 183979 members 
Entering Unmasked Estep 
Score: -25393342.000000 Penalty: 6067.745117
	Iteration 180F: 3 clusters Score -2.539334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 184006 members 
Entering Unmasked Estep 
Score: -25393358.000000 Penalty: 6067.745117
	Iteration 181Q: 3 clusters Score -2.539336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 184025 members 
Entering Unmasked Estep 
Score: -25393366.000000 Penalty: 6067.745117
	Iteration 182Q: 3 clusters Score -2.539337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 184038 members 
Entering Unmasked Estep 
Score: -25393358.000000 Penalty: 6067.745117
	Iteration 183Q: 3 clusters Score -2.539336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 184049 members 
Entering Unmasked Estep 
Score: -25393388.000000 Penalty: 6067.745117
	Iteration 184Q: 3 clusters Score -2.539339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 184056 members 
Entering Unmasked Estep 
Score: -25393378.000000 Penalty: 6067.745117
	Iteration 185Q: 3 clusters Score -2.539338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 184067 members 
Entering Unmasked Estep 
Score: -25393374.000000 Penalty: 6067.745117
	Iteration 186Q: 3 clusters Score -2.539337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 184084 members 
Entering Unmasked Estep 
Score: -25393394.000000 Penalty: 6067.745117
	Iteration 187Q: 3 clusters Score -2.539339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 184089 members 
Entering Unmasked Estep 
Score: -25393374.000000 Penalty: 6067.745117
	Iteration 188Q: 3 clusters Score -2.539337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 184096 members 
Entering Unmasked Estep 
Score: -25393380.000000 Penalty: 6067.745117
	Iteration 189Q: 3 clusters Score -2.539338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 184100 members 
Entering Unmasked Estep 
Score: -25393380.000000 Penalty: 6067.745117
	Iteration 190Q: 3 clusters Score -2.539338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 184106 members 
Entering Unmasked Estep 
Score: -25393390.000000 Penalty: 6067.745117
	Iteration 191Q: 3 clusters Score -2.539339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 184110 members 
Entering Unmasked Estep 
Score: -25393386.000000 Penalty: 6067.745117
	Iteration 192Q: 3 clusters Score -2.539339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 184111 members 
Entering Unmasked Estep 
Score: -25393394.000000 Penalty: 6067.745117
	Iteration 193Q: 3 clusters Score -2.539339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -25393388.000000 Penalty: 6067.745117
	Iteration 194Q: 3 clusters Score -2.539339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -25393388.000000 Penalty: 6067.745117
	Iteration 195F: 3 clusters Score -2.539339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 132484 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 53708 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 172445 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46639 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 171255 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 21420 members 
Mstep: Class 22 contains 31429 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6494 members 
Mstep: Class 27 contains 184112 members 
Entering Unmasked Estep 
Score: -124189584.000000 Penalty: 92743.140625
Splitting cluster 21 changes total score from -124189888.000000 to -124189584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Entering Unmasked Estep 
Score: -3800871.750000 Penalty: 2568.160400
	Iteration 0F: 2 clusters Score -3800872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3779311.750000 Penalty: 5136.320801
	Iteration 0F: 3 clusters Score -3779312 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3787220.500000 Penalty: 5136.320801
	Iteration 1F: 3 clusters Score -3787220 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3787985.000000 Penalty: 5136.320801
	Iteration 2F: 3 clusters Score -3787985 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3789072.750000 Penalty: 5136.320801
	Iteration 3F: 3 clusters Score -3789073 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3790488.000000 Penalty: 5136.320801
	Iteration 4F: 3 clusters Score -3790488 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3791980.750000 Penalty: 5136.320801
	Iteration 5F: 3 clusters Score -3791981 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3793498.500000 Penalty: 5136.320801
	Iteration 6F: 3 clusters Score -3793498 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3794898.500000 Penalty: 5136.320801
	Iteration 7F: 3 clusters Score -3794898 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3796119.250000 Penalty: 5136.320801
	Iteration 8F: 3 clusters Score -3796119 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3797145.500000 Penalty: 5136.320801
	Iteration 9Q: 3 clusters Score -3797146 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3797956.750000 Penalty: 5136.320801
	Iteration 10Q: 3 clusters Score -3797957 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3798520.750000 Penalty: 5136.320801
	Iteration 11Q: 3 clusters Score -3798521 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3798876.500000 Penalty: 5136.320801
	Iteration 12Q: 3 clusters Score -3798876 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3799105.750000 Penalty: 5136.320801
	Iteration 13Q: 3 clusters Score -3799106 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3799296.500000 Penalty: 5136.320801
	Iteration 14Q: 3 clusters Score -3799296 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3799446.750000 Penalty: 5136.320801
	Iteration 15Q: 3 clusters Score -3799447 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3799572.000000 Penalty: 5136.320801
	Iteration 16Q: 3 clusters Score -3799572 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3799692.250000 Penalty: 5136.320801
	Iteration 17Q: 3 clusters Score -3799692 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3799804.750000 Penalty: 5136.320801
	Iteration 18Q: 3 clusters Score -3799805 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3799895.250000 Penalty: 5136.320801
	Iteration 19Q: 3 clusters Score -3799895 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3799974.750000 Penalty: 5136.320801
	Iteration 20F: 3 clusters Score -3799975 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3800048.500000 Penalty: 5136.320801
	Iteration 21Q: 3 clusters Score -3800048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3800092.750000 Penalty: 5136.320801
	Iteration 22Q: 3 clusters Score -3800093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3800157.500000 Penalty: 5136.320801
	Iteration 23Q: 3 clusters Score -3800158 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3800199.250000 Penalty: 5136.320801
	Iteration 24Q: 3 clusters Score -3800199 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3800250.500000 Penalty: 5136.320801
	Iteration 25Q: 3 clusters Score -3800250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3800286.250000 Penalty: 5136.320801
	Iteration 26Q: 3 clusters Score -3800286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3800334.750000 Penalty: 5136.320801
	Iteration 27Q: 3 clusters Score -3800335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3800374.500000 Penalty: 5136.320801
	Iteration 28Q: 3 clusters Score -3800374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3800398.750000 Penalty: 5136.320801
	Iteration 29Q: 3 clusters Score -3800399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3800425.250000 Penalty: 5136.320801
	Iteration 30Q: 3 clusters Score -3800425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3800446.250000 Penalty: 5136.320801
	Iteration 31Q: 3 clusters Score -3800446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3800455.750000 Penalty: 5136.320801
	Iteration 32Q: 3 clusters Score -3800456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3800460.000000 Penalty: 5136.320801
	Iteration 33Q: 3 clusters Score -3800460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3800470.250000 Penalty: 5136.320801
	Iteration 34Q: 3 clusters Score -3800470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3800483.250000 Penalty: 5136.320801
	Iteration 35Q: 3 clusters Score -3800483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3800491.500000 Penalty: 5136.320801
	Iteration 36Q: 3 clusters Score -3800492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3800489.000000 Penalty: 5136.320801
	Iteration 37Q: 3 clusters Score -3800489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3800491.750000 Penalty: 5136.320801
	Iteration 38Q: 3 clusters Score -3800492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3800485.750000 Penalty: 5136.320801
	Iteration 39Q: 3 clusters Score -3800486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3800485.750000 Penalty: 5136.320801
	Iteration 40F: 3 clusters Score -3800486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -3800485.000000 Penalty: 5136.320801
	Iteration 41Q: 3 clusters Score -3800485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3800485.500000 Penalty: 5136.320801
	Iteration 42Q: 3 clusters Score -3800486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3800483.500000 Penalty: 5136.320801
	Iteration 43Q: 3 clusters Score -3800484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3800486.250000 Penalty: 5136.320801
	Iteration 44Q: 3 clusters Score -3800486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3800487.000000 Penalty: 5136.320801
	Iteration 45Q: 3 clusters Score -3800487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3800493.500000 Penalty: 5136.320801
	Iteration 46Q: 3 clusters Score -3800494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3800493.250000 Penalty: 5136.320801
	Iteration 47Q: 3 clusters Score -3800493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3800494.250000 Penalty: 5136.320801
	Iteration 48Q: 3 clusters Score -3800494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3800494.250000 Penalty: 5136.320801
	Iteration 49F: 3 clusters Score -3800494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -647412.312500 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -647412.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -642677.187500 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -642677.2 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -643821.437500 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -643821.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -644073.562500 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -644073.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -644264.437500 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -644264.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -644401.312500 Penalty: 4258.642578
	Iteration 4Q: 3 clusters Score -644401.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -644510.562500 Penalty: 4258.642578
	Iteration 5Q: 3 clusters Score -644510.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -644618.187500 Penalty: 4258.642578
	Iteration 6Q: 3 clusters Score -644618.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -644704.250000 Penalty: 4258.642578
	Iteration 7Q: 3 clusters Score -644704.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -644788.625000 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -644788.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -644864.125000 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -644864.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -644926.562500 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -644926.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -644984.187500 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -644984.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -645045.312500 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -645045.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -645088.250000 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -645088.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -645126.125000 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -645126.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -645162.000000 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -645162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -645198.062500 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -645198.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -645232.375000 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -645232.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -645269.250000 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -645269.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -645304.812500 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -645304.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -645330.625000 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -645330.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -645354.687500 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -645354.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -645373.625000 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -645373.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -645390.625000 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -645390.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -645410.750000 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -645410.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -645426.187500 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -645426.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -645441.625000 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -645441.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -645459.250000 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -645459.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -645476.437500 Penalty: 4258.642578
	Iteration 28Q: 3 clusters Score -645476.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -645490.437500 Penalty: 4258.642578
	Iteration 29Q: 3 clusters Score -645490.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -645504.500000 Penalty: 4258.642578
	Iteration 30Q: 3 clusters Score -645504.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -645521.250000 Penalty: 4258.642578
	Iteration 31Q: 3 clusters Score -645521.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -645529.812500 Penalty: 4258.642578
	Iteration 32Q: 3 clusters Score -645529.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -645542.250000 Penalty: 4258.642578
	Iteration 33Q: 3 clusters Score -645542.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -645548.437500 Penalty: 4258.642578
	Iteration 34Q: 3 clusters Score -645548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -645550.562500 Penalty: 4258.642578
	Iteration 35Q: 3 clusters Score -645550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -645554.187500 Penalty: 4258.642578
	Iteration 36Q: 3 clusters Score -645554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -645555.562500 Penalty: 4258.642578
	Iteration 37Q: 3 clusters Score -645555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -645556.062500 Penalty: 4258.642578
	Iteration 38Q: 3 clusters Score -645556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -645558.062500 Penalty: 4258.642578
	Iteration 39Q: 3 clusters Score -645558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -645558.687500 Penalty: 4258.642578
	Iteration 40F: 3 clusters Score -645558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -645558.312500 Penalty: 4258.642578
	Iteration 41Q: 3 clusters Score -645558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -645558.312500 Penalty: 4258.642578
	Iteration 42Q: 3 clusters Score -645558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -645560.187500 Penalty: 4258.642578
	Iteration 43Q: 3 clusters Score -645560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -645561.250000 Penalty: 4258.642578
	Iteration 44Q: 3 clusters Score -645561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -645563.125000 Penalty: 4258.642578
	Iteration 45Q: 3 clusters Score -645563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -645564.625000 Penalty: 4258.642578
	Iteration 46Q: 3 clusters Score -645564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -645565.062500 Penalty: 4258.642578
	Iteration 47Q: 3 clusters Score -645565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -645565.187500 Penalty: 4258.642578
	Iteration 48Q: 3 clusters Score -645565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -645564.687500 Penalty: 4258.642578
	Iteration 49Q: 3 clusters Score -645564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -645564.687500 Penalty: 4258.642578
	Iteration 50F: 3 clusters Score -645564.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -299239.343750 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -299239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -296208.343750 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -296208.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -296839.218750 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -296839.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -297047.343750 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -297047.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -297244.406250 Penalty: 3900.180420
	Iteration 3F: 3 clusters Score -297244.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -297395.093750 Penalty: 3900.180420
	Iteration 4F: 3 clusters Score -297395.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297499.562500 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -297499.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -297581.031250 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -297581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -297634.968750 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -297635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -297682.906250 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -297682.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -297721.750000 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -297721.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -297766.750000 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -297766.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -297813.656250 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -297813.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -297858.937500 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -297858.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -297899.156250 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -297899.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -297927.125000 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -297927.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -297957.468750 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -297957.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -297975.593750 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -297975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -297988.218750 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -297988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -297993.687500 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -297993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -297999.906250 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -297999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -298003.718750 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -298003.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -298005.593750 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -298005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -298005.593750 Penalty: 3900.180420
	Iteration 22F: 3 clusters Score -298005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -58563.417969 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -58563.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57132.539062 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -57132.54 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57743.539062 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -57743.54 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58221.156250 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -58221.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58801.414062 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -58801.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59068.457031 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -59068.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59184.804688 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -59184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59218.625000 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -59218.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59254.972656 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -59254.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59274.824219 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -59274.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59339.808594 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -59339.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59417.914062 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -59417.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59432.292969 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -59432.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59436.457031 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -59436.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59439.871094 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -59439.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59444.972656 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -59444.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59445.808594 Penalty: 3178.630371
	Iteration 15F: 3 clusters Score -59445.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59536.296875 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -59536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59539.398438 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -59539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59540.039062 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -59540.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59540.039062 Penalty: 3178.630371
	Iteration 19F: 3 clusters Score -59540.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 132484 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 53708 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 172445 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46639 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 171255 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 205532 members 
Mstep: Class 22 contains 31429 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 6494 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
Score: -124187040.000000 Penalty: 92743.140625
Splitting cluster 25 changes total score from -124189888.000000 to -124187040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -790258.437500 Penalty: 2177.101318
	Iteration 0F: 2 clusters Score -790258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -784793.687500 Penalty: 4354.202637
	Iteration 0F: 3 clusters Score -784793.7 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -786209.125000 Penalty: 4354.202637
	Iteration 1F: 3 clusters Score -786209.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -786475.187500 Penalty: 4354.202637
	Iteration 2F: 3 clusters Score -786475.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -786658.250000 Penalty: 4354.202637
	Iteration 3F: 3 clusters Score -786658.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -786782.812500 Penalty: 4354.202637
	Iteration 4Q: 3 clusters Score -786782.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -786860.187500 Penalty: 4354.202637
	Iteration 5Q: 3 clusters Score -786860.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -786914.625000 Penalty: 4354.202637
	Iteration 6Q: 3 clusters Score -786914.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -786950.500000 Penalty: 4354.202637
	Iteration 7Q: 3 clusters Score -786950.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -786980.250000 Penalty: 4354.202637
	Iteration 8Q: 3 clusters Score -786980.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -787009.062500 Penalty: 4354.202637
	Iteration 9Q: 3 clusters Score -787009.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -787048.125000 Penalty: 4354.202637
	Iteration 10Q: 3 clusters Score -787048.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -787086.562500 Penalty: 4354.202637
	Iteration 11Q: 3 clusters Score -787086.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -787119.062500 Penalty: 4354.202637
	Iteration 12Q: 3 clusters Score -787119.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -787159.562500 Penalty: 4354.202637
	Iteration 13Q: 3 clusters Score -787159.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -787195.875000 Penalty: 4354.202637
	Iteration 14Q: 3 clusters Score -787195.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -787246.375000 Penalty: 4354.202637
	Iteration 15Q: 3 clusters Score -787246.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -787299.875000 Penalty: 4354.202637
	Iteration 16Q: 3 clusters Score -787299.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -787357.437500 Penalty: 4354.202637
	Iteration 17Q: 3 clusters Score -787357.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -787422.812500 Penalty: 4354.202637
	Iteration 18Q: 3 clusters Score -787422.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -787511.062500 Penalty: 4354.202637
	Iteration 19Q: 3 clusters Score -787511.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -787583.375000 Penalty: 4354.202637
	Iteration 20F: 3 clusters Score -787583.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -787655.187500 Penalty: 4354.202637
	Iteration 21Q: 3 clusters Score -787655.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -787724.250000 Penalty: 4354.202637
	Iteration 22Q: 3 clusters Score -787724.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -787773.750000 Penalty: 4354.202637
	Iteration 23Q: 3 clusters Score -787773.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -787805.625000 Penalty: 4354.202637
	Iteration 24Q: 3 clusters Score -787805.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -787834.125000 Penalty: 4354.202637
	Iteration 25Q: 3 clusters Score -787834.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -787865.937500 Penalty: 4354.202637
	Iteration 26Q: 3 clusters Score -787865.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -787897.250000 Penalty: 4354.202637
	Iteration 27Q: 3 clusters Score -787897.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -787925.000000 Penalty: 4354.202637
	Iteration 28Q: 3 clusters Score -787925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -787940.875000 Penalty: 4354.202637
	Iteration 29Q: 3 clusters Score -787940.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -787956.500000 Penalty: 4354.202637
	Iteration 30Q: 3 clusters Score -787956.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -787964.812500 Penalty: 4354.202637
	Iteration 31Q: 3 clusters Score -787964.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -787974.312500 Penalty: 4354.202637
	Iteration 32Q: 3 clusters Score -787974.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -787983.000000 Penalty: 4354.202637
	Iteration 33Q: 3 clusters Score -787983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -787992.625000 Penalty: 4354.202637
	Iteration 34Q: 3 clusters Score -787992.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -788006.250000 Penalty: 4354.202637
	Iteration 35Q: 3 clusters Score -788006.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -788019.062500 Penalty: 4354.202637
	Iteration 36Q: 3 clusters Score -788019.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -788029.687500 Penalty: 4354.202637
	Iteration 37Q: 3 clusters Score -788029.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -788037.625000 Penalty: 4354.202637
	Iteration 38Q: 3 clusters Score -788037.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -788047.687500 Penalty: 4354.202637
	Iteration 39Q: 3 clusters Score -788047.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -788053.312500 Penalty: 4354.202637
	Iteration 40F: 3 clusters Score -788053.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -788063.250000 Penalty: 4354.202637
	Iteration 41Q: 3 clusters Score -788063.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -788072.187500 Penalty: 4354.202637
	Iteration 42Q: 3 clusters Score -788072.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -788085.375000 Penalty: 4354.202637
	Iteration 43Q: 3 clusters Score -788085.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -788095.562500 Penalty: 4354.202637
	Iteration 44Q: 3 clusters Score -788095.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -788105.375000 Penalty: 4354.202637
	Iteration 45Q: 3 clusters Score -788105.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -788112.312500 Penalty: 4354.202637
	Iteration 46Q: 3 clusters Score -788112.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -788117.875000 Penalty: 4354.202637
	Iteration 47Q: 3 clusters Score -788117.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -788127.937500 Penalty: 4354.202637
	Iteration 48Q: 3 clusters Score -788127.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -788135.500000 Penalty: 4354.202637
	Iteration 49Q: 3 clusters Score -788135.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -788145.812500 Penalty: 4354.202637
	Iteration 50Q: 3 clusters Score -788145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -788149.125000 Penalty: 4354.202637
	Iteration 51Q: 3 clusters Score -788149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -788153.875000 Penalty: 4354.202637
	Iteration 52Q: 3 clusters Score -788153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -788157.187500 Penalty: 4354.202637
	Iteration 53Q: 3 clusters Score -788157.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -788160.750000 Penalty: 4354.202637
	Iteration 54Q: 3 clusters Score -788160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -788164.937500 Penalty: 4354.202637
	Iteration 55Q: 3 clusters Score -788164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -788169.000000 Penalty: 4354.202637
	Iteration 56Q: 3 clusters Score -788169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -788174.500000 Penalty: 4354.202637
	Iteration 57Q: 3 clusters Score -788174.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -788177.437500 Penalty: 4354.202637
	Iteration 58Q: 3 clusters Score -788177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -788181.250000 Penalty: 4354.202637
	Iteration 59Q: 3 clusters Score -788181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -788189.750000 Penalty: 4354.202637
	Iteration 60F: 3 clusters Score -788189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -788195.625000 Penalty: 4354.202637
	Iteration 61Q: 3 clusters Score -788195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -788198.000000 Penalty: 4354.202637
	Iteration 62Q: 3 clusters Score -788198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -788205.437500 Penalty: 4354.202637
	Iteration 63Q: 3 clusters Score -788205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -788206.750000 Penalty: 4354.202637
	Iteration 64Q: 3 clusters Score -788206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -788211.687500 Penalty: 4354.202637
	Iteration 65Q: 3 clusters Score -788211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -788212.625000 Penalty: 4354.202637
	Iteration 66Q: 3 clusters Score -788212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -788213.812500 Penalty: 4354.202637
	Iteration 67Q: 3 clusters Score -788213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -788218.250000 Penalty: 4354.202637
	Iteration 68Q: 3 clusters Score -788218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -788221.500000 Penalty: 4354.202637
	Iteration 69Q: 3 clusters Score -788221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -788225.187500 Penalty: 4354.202637
	Iteration 70Q: 3 clusters Score -788225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -788226.187500 Penalty: 4354.202637
	Iteration 71Q: 3 clusters Score -788226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -788229.875000 Penalty: 4354.202637
	Iteration 72Q: 3 clusters Score -788229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -788232.375000 Penalty: 4354.202637
	Iteration 73Q: 3 clusters Score -788232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -788234.875000 Penalty: 4354.202637
	Iteration 74Q: 3 clusters Score -788234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -788235.312500 Penalty: 4354.202637
	Iteration 75Q: 3 clusters Score -788235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -788236.187500 Penalty: 4354.202637
	Iteration 76Q: 3 clusters Score -788236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -788240.812500 Penalty: 4354.202637
	Iteration 77Q: 3 clusters Score -788240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -788244.875000 Penalty: 4354.202637
	Iteration 78Q: 3 clusters Score -788244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -788246.875000 Penalty: 4354.202637
	Iteration 79Q: 3 clusters Score -788246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -788248.937500 Penalty: 4354.202637
	Iteration 80F: 3 clusters Score -788248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -788251.437500 Penalty: 4354.202637
	Iteration 81Q: 3 clusters Score -788251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -788252.750000 Penalty: 4354.202637
	Iteration 82Q: 3 clusters Score -788252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -788252.250000 Penalty: 4354.202637
	Iteration 83Q: 3 clusters Score -788252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -788254.875000 Penalty: 4354.202637
	Iteration 84Q: 3 clusters Score -788254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -788254.875000 Penalty: 4354.202637
	Iteration 85F: 3 clusters Score -788254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 132484 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 53708 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 172445 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46639 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 171255 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 205532 members 
Mstep: Class 22 contains 31429 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189832.000000 Penalty: 89308.210938
Iteration 79Q: 27 clusters Score -1.241898e+08 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 129487 members 
Mstep: Class 3 contains 4782 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 53711 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 40246 members 
Mstep: Class 8 contains 9000 members 
Mstep: Class 9 contains 171278 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 20788 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 46674 members 
Mstep: Class 15 contains 2017 members 
Mstep: Class 16 contains 7290 members 
Mstep: Class 17 contains 171467 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 209637 members 
Mstep: Class 22 contains 31612 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 6497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124193000.000000 Penalty: 89308.210938
Iteration 80F: 27 clusters Score -1.24193e+08 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 126159 members 
Mstep: Class 3 contains 4748 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 53715 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 40307 members 
Mstep: Class 8 contains 8972 members 
Mstep: Class 9 contains 169954 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 32020 members 
Mstep: Class 12 contains 20787 members 
Mstep: Class 13 contains 29278 members 
Mstep: Class 14 contains 46730 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 171626 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 214368 members 
Mstep: Class 22 contains 31786 members 
Mstep: Class 23 contains 5344 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124198232.000000 Penalty: 89308.210938
Iteration 81Q: 27 clusters Score -1.241982e+08 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 123555 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 53719 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 40354 members 
Mstep: Class 8 contains 8935 members 
Mstep: Class 9 contains 169244 members 
Mstep: Class 10 contains 6586 members 
Mstep: Class 11 contains 32001 members 
Mstep: Class 12 contains 20782 members 
Mstep: Class 13 contains 29290 members 
Mstep: Class 14 contains 46773 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 171769 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 20 contains 4839 members 
Mstep: Class 21 contains 217835 members 
Mstep: Class 22 contains 31884 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 6522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124197608.000000 Penalty: 89308.210938
Iteration 82Q: 27 clusters Score -1.241976e+08 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 121713 members 
Mstep: Class 3 contains 4673 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 53719 members 
Mstep: Class 6 contains 5999 members 
Mstep: Class 7 contains 40312 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 169093 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 31980 members 
Mstep: Class 12 contains 20774 members 
Mstep: Class 13 contains 29299 members 
Mstep: Class 14 contains 46831 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 171847 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 220097 members 
Mstep: Class 22 contains 31957 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 2607 members 
Mstep: Class 25 contains 679 members 
Mstep: Class 26 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124197640.000000 Penalty: 89308.210938
Iteration 83Q: 27 clusters Score -1.241976e+08 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 120586 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 53723 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 40258 members 
Mstep: Class 8 contains 8873 members 
Mstep: Class 9 contains 169339 members 
Mstep: Class 10 contains 6598 members 
Mstep: Class 11 contains 31947 members 
Mstep: Class 12 contains 20772 members 
Mstep: Class 13 contains 29315 members 
Mstep: Class 14 contains 46865 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 171901 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 4061 members 
Mstep: Class 21 contains 221281 members 
Mstep: Class 22 contains 31997 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 6558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124197168.000000 Penalty: 89308.210938
Iteration 84Q: 27 clusters Score -1.241972e+08 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 120342 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 53725 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 40207 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 169999 members 
Mstep: Class 10 contains 6612 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 20768 members 
Mstep: Class 13 contains 29325 members 
Mstep: Class 14 contains 46896 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 171960 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 3699 members 
Mstep: Class 21 contains 221199 members 
Mstep: Class 22 contains 32005 members 
Mstep: Class 23 contains 5315 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196504.000000 Penalty: 89308.210938
Iteration 85Q: 27 clusters Score -1.241965e+08 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 120888 members 
Mstep: Class 3 contains 4519 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 53727 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 40142 members 
Mstep: Class 8 contains 8805 members 
Mstep: Class 9 contains 170934 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 11 contains 31907 members 
Mstep: Class 12 contains 20757 members 
Mstep: Class 13 contains 29338 members 
Mstep: Class 14 contains 46927 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 171965 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 220129 members 
Mstep: Class 22 contains 32000 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196096.000000 Penalty: 89308.210938
Iteration 86Q: 27 clusters Score -1.241961e+08 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 121966 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 53728 members 
Mstep: Class 6 contains 5994 members 
Mstep: Class 7 contains 40038 members 
Mstep: Class 8 contains 8771 members 
Mstep: Class 9 contains 172061 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 11 contains 31897 members 
Mstep: Class 12 contains 20751 members 
Mstep: Class 13 contains 29343 members 
Mstep: Class 14 contains 46960 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 171938 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7170 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 218432 members 
Mstep: Class 22 contains 31965 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124195672.000000 Penalty: 89308.210938
Iteration 87Q: 27 clusters Score -1.241957e+08 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 123719 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 53729 members 
Mstep: Class 6 contains 5995 members 
Mstep: Class 7 contains 39931 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 173161 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 31898 members 
Mstep: Class 12 contains 20750 members 
Mstep: Class 13 contains 29350 members 
Mstep: Class 14 contains 46998 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 17 contains 171899 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 216001 members 
Mstep: Class 22 contains 31926 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124195784.000000 Penalty: 89308.210938
Iteration 88Q: 27 clusters Score -1.241958e+08 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 125942 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 8103 members 
Mstep: Class 5 contains 53730 members 
Mstep: Class 6 contains 5995 members 
Mstep: Class 7 contains 39854 members 
Mstep: Class 8 contains 8712 members 
Mstep: Class 9 contains 174153 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 11 contains 31910 members 
Mstep: Class 12 contains 20748 members 
Mstep: Class 13 contains 29357 members 
Mstep: Class 14 contains 47048 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 171869 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 213090 members 
Mstep: Class 22 contains 31888 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 2620 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196648.000000 Penalty: 89308.210938
Iteration 89Q: 27 clusters Score -1.241966e+08 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 128586 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 8157 members 
Mstep: Class 5 contains 53733 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 39806 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 175091 members 
Mstep: Class 10 contains 6597 members 
Mstep: Class 11 contains 31921 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 29358 members 
Mstep: Class 14 contains 47078 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 171811 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 209810 members 
Mstep: Class 22 contains 31818 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3307.450928 but Gain 3434.929688
Score: -124197664.000000 Penalty: 85873.281250
Iteration 90Q: 26 clusters Score -1.241977e+08 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 131693 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 53735 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 40536 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 177344 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 20740 members 
Mstep: Class 13 contains 29367 members 
Mstep: Class 14 contains 47086 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 171755 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 21 contains 206209 members 
Mstep: Class 22 contains 31734 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124201808.000000 Penalty: 85873.281250
Iteration 91Q: 26 clusters Score -1.242018e+08 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 135092 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 53738 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 40470 members 
Mstep: Class 8 contains 8687 members 
Mstep: Class 9 contains 177861 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 11 contains 31946 members 
Mstep: Class 12 contains 20735 members 
Mstep: Class 13 contains 29368 members 
Mstep: Class 14 contains 47082 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 171714 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 21 contains 202554 members 
Mstep: Class 22 contains 31646 members 
Mstep: Class 23 contains 5291 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124202440.000000 Penalty: 85873.281250
Iteration 92Q: 26 clusters Score -1.242024e+08 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 138723 members 
Mstep: Class 3 contains 4064 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 53743 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 40464 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 178110 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 31955 members 
Mstep: Class 12 contains 20737 members 
Mstep: Class 13 contains 29369 members 
Mstep: Class 14 contains 47051 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7307 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 21 contains 198924 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124203400.000000 Penalty: 85873.281250
Iteration 93Q: 26 clusters Score -1.242034e+08 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 142554 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 53745 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 40485 members 
Mstep: Class 8 contains 8692 members 
Mstep: Class 9 contains 178114 members 
Mstep: Class 10 contains 6615 members 
Mstep: Class 11 contains 31966 members 
Mstep: Class 12 contains 20737 members 
Mstep: Class 13 contains 29379 members 
Mstep: Class 14 contains 46995 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 17 contains 171543 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 21 contains 195281 members 
Mstep: Class 22 contains 31492 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124204416.000000 Penalty: 85873.281250
Iteration 94Q: 26 clusters Score -1.242044e+08 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 146333 members 
Mstep: Class 3 contains 4047 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 53748 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 40534 members 
Mstep: Class 8 contains 8713 members 
Mstep: Class 9 contains 177991 members 
Mstep: Class 10 contains 6633 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 20735 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 46941 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 171459 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 21 contains 191768 members 
Mstep: Class 22 contains 31426 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205840.000000 Penalty: 85873.281250
Iteration 95Q: 26 clusters Score -1.242058e+08 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 150691 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 53750 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 40583 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 177547 members 
Mstep: Class 10 contains 6650 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 20731 members 
Mstep: Class 13 contains 29396 members 
Mstep: Class 14 contains 46901 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 171372 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7160 members 
Mstep: Class 21 contains 187990 members 
Mstep: Class 22 contains 31335 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206584.000000 Penalty: 85873.281250
Iteration 96Q: 26 clusters Score -1.242066e+08 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 155741 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 53751 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 40655 members 
Mstep: Class 8 contains 8727 members 
Mstep: Class 9 contains 176818 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 31993 members 
Mstep: Class 12 contains 20731 members 
Mstep: Class 13 contains 29393 members 
Mstep: Class 14 contains 46837 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 171281 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 21 contains 183776 members 
Mstep: Class 22 contains 31256 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207720.000000 Penalty: 85873.281250
Iteration 97Q: 26 clusters Score -1.242077e+08 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 161177 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 53753 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 9 contains 175880 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 32011 members 
Mstep: Class 12 contains 20731 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 46778 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 171175 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 21 contains 179325 members 
Mstep: Class 22 contains 31183 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209104.000000 Penalty: 85873.281250
Iteration 98Q: 26 clusters Score -1.242091e+08 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 167155 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 53755 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 41011 members 
Mstep: Class 8 contains 8773 members 
Mstep: Class 9 contains 174625 members 
Mstep: Class 10 contains 6657 members 
Mstep: Class 11 contains 32015 members 
Mstep: Class 12 contains 20737 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 46751 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7353 members 
Mstep: Class 17 contains 171085 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 21 contains 174548 members 
Mstep: Class 22 contains 31134 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 2625 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209760.000000 Penalty: 85873.281250
Iteration 99Q: 26 clusters Score -1.242098e+08 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 173781 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 53758 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 41205 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 173136 members 
Mstep: Class 10 contains 6654 members 
Mstep: Class 11 contains 32029 members 
Mstep: Class 12 contains 20740 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 46777 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7357 members 
Mstep: Class 17 contains 171011 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 21 contains 169250 members 
Mstep: Class 22 contains 31095 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 2626 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 6678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215208.000000 Penalty: 85873.281250
Iteration 100F: 26 clusters Score -1.242152e+08 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 181614 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8172 members 
Mstep: Class 5 contains 53761 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 41428 members 
Mstep: Class 8 contains 8845 members 
Mstep: Class 9 contains 171317 members 
Mstep: Class 10 contains 6657 members 
Mstep: Class 11 contains 32034 members 
Mstep: Class 12 contains 20744 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 46790 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 7358 members 
Mstep: Class 17 contains 170936 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 21 contains 163081 members 
Mstep: Class 22 contains 31043 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 2626 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216176.000000 Penalty: 85873.281250
Iteration 101Q: 26 clusters Score -1.242162e+08 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 189828 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 53761 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 41773 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 169284 members 
Mstep: Class 10 contains 6651 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 20749 members 
Mstep: Class 13 contains 29394 members 
Mstep: Class 14 contains 46801 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 7366 members 
Mstep: Class 17 contains 170901 members 
Mstep: Class 18 contains 10049 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 21 contains 156526 members 
Mstep: Class 22 contains 31015 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 708 members 
Mstep: Class 26 contains 6678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 26 clusters Score -1.242164e+08 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 197941 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 53761 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 42119 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 167156 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 20751 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 46857 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 170908 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 21 contains 149994 members 
Mstep: Class 22 contains 31017 members 
Mstep: Class 23 contains 5315 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 708 members 
Mstep: Class 26 contains 6709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215840.000000 Penalty: 85873.281250
Iteration 103Q: 26 clusters Score -1.242158e+08 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 205540 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8172 members 
Mstep: Class 5 contains 53762 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 42473 members 
Mstep: Class 8 contains 8933 members 
Mstep: Class 9 contains 165007 members 
Mstep: Class 10 contains 6684 members 
Mstep: Class 11 contains 32080 members 
Mstep: Class 12 contains 20755 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 46919 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 170941 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 21 contains 143998 members 
Mstep: Class 22 contains 31062 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 708 members 
Mstep: Class 26 contains 6723 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 26 clusters Score -1.242149e+08 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 211834 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 53765 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 8934 members 
Mstep: Class 9 contains 163067 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 32089 members 
Mstep: Class 12 contains 20760 members 
Mstep: Class 13 contains 29401 members 
Mstep: Class 14 contains 47014 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 170979 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7147 members 
Mstep: Class 21 contains 139049 members 
Mstep: Class 22 contains 31108 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 26 clusters Score -1.242136e+08 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 216877 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 53766 members 
Mstep: Class 6 contains 5962 members 
Mstep: Class 7 contains 43179 members 
Mstep: Class 8 contains 8932 members 
Mstep: Class 9 contains 161469 members 
Mstep: Class 10 contains 6719 members 
Mstep: Class 11 contains 32087 members 
Mstep: Class 12 contains 20760 members 
Mstep: Class 13 contains 29393 members 
Mstep: Class 14 contains 47096 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7416 members 
Mstep: Class 17 contains 171004 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 21 contains 135081 members 
Mstep: Class 22 contains 31145 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212488.000000 Penalty: 85873.281250
Iteration 106Q: 26 clusters Score -1.242125e+08 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 220315 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8170 members 
Mstep: Class 5 contains 53767 members 
Mstep: Class 6 contains 5962 members 
Mstep: Class 7 contains 43449 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 160467 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 29393 members 
Mstep: Class 14 contains 47173 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7430 members 
Mstep: Class 17 contains 171036 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 21 contains 132252 members 
Mstep: Class 22 contains 31166 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211160.000000 Penalty: 85873.281250
Iteration 107Q: 26 clusters Score -1.242112e+08 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 221790 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 53767 members 
Mstep: Class 6 contains 5962 members 
Mstep: Class 7 contains 43630 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 160117 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 32088 members 
Mstep: Class 12 contains 20756 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 47245 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 171040 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 21 contains 130901 members 
Mstep: Class 22 contains 31190 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 26 clusters Score -1.242103e+08 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 221428 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 53768 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 43667 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 160401 members 
Mstep: Class 10 contains 6752 members 
Mstep: Class 11 contains 32085 members 
Mstep: Class 12 contains 20760 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 47330 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7439 members 
Mstep: Class 17 contains 171033 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 21 contains 130866 members 
Mstep: Class 22 contains 31220 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209496.000000 Penalty: 85873.281250
Iteration 109Q: 26 clusters Score -1.242095e+08 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 219455 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 53769 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 43572 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 161161 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20756 members 
Mstep: Class 13 contains 29387 members 
Mstep: Class 14 contains 47396 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7452 members 
Mstep: Class 17 contains 171015 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 21 contains 132122 members 
Mstep: Class 22 contains 31246 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124208928.000000 Penalty: 85873.281250
Iteration 110Q: 26 clusters Score -1.242089e+08 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 216358 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 53772 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 43384 members 
Mstep: Class 8 contains 8836 members 
Mstep: Class 9 contains 162296 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 20752 members 
Mstep: Class 13 contains 29385 members 
Mstep: Class 14 contains 47414 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 170978 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 21 contains 134273 members 
Mstep: Class 22 contains 31265 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209576.000000 Penalty: 85873.281250
Iteration 111Q: 26 clusters Score -1.242096e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 212287 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 53774 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 43165 members 
Mstep: Class 8 contains 8851 members 
Mstep: Class 9 contains 163723 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 20751 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 47437 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 170930 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 21 contains 137148 members 
Mstep: Class 22 contains 31267 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124210712.000000 Penalty: 85873.281250
Iteration 112Q: 26 clusters Score -1.242107e+08 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 207516 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 53775 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 42872 members 
Mstep: Class 8 contains 8856 members 
Mstep: Class 9 contains 165338 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 20751 members 
Mstep: Class 13 contains 29383 members 
Mstep: Class 14 contains 47448 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7432 members 
Mstep: Class 17 contains 170896 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 21 contains 140685 members 
Mstep: Class 22 contains 31248 members 
Mstep: Class 23 contains 5344 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211992.000000 Penalty: 85873.281250
Iteration 113Q: 26 clusters Score -1.24212e+08 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 202166 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 53775 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42569 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 167022 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 20748 members 
Mstep: Class 13 contains 29383 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7406 members 
Mstep: Class 17 contains 170885 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 21 contains 144766 members 
Mstep: Class 22 contains 31224 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212792.000000 Penalty: 85873.281250
Iteration 114Q: 26 clusters Score -1.242128e+08 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 196379 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 53775 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 42250 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 168635 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 20748 members 
Mstep: Class 13 contains 29386 members 
Mstep: Class 14 contains 47374 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7404 members 
Mstep: Class 17 contains 170864 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 21 contains 149332 members 
Mstep: Class 22 contains 31194 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214008.000000 Penalty: 85873.281250
Iteration 115Q: 26 clusters Score -1.24214e+08 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 190129 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53775 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 41965 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 170189 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 20746 members 
Mstep: Class 13 contains 29389 members 
Mstep: Class 14 contains 47312 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 170837 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 21 contains 154420 members 
Mstep: Class 22 contains 31168 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124215520.000000 Penalty: 85873.281250
Iteration 116Q: 26 clusters Score -1.242155e+08 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 183629 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 53775 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 41715 members 
Mstep: Class 8 contains 8884 members 
Mstep: Class 9 contains 171594 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 32062 members 
Mstep: Class 12 contains 20742 members 
Mstep: Class 13 contains 29387 members 
Mstep: Class 14 contains 47222 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7404 members 
Mstep: Class 17 contains 170810 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 21 contains 159916 members 
Mstep: Class 22 contains 31130 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124216904.000000 Penalty: 85873.281250
Iteration 117Q: 26 clusters Score -1.242169e+08 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 176912 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 53776 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 41499 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 172960 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 20739 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 47134 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 17 contains 170776 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 21 contains 165617 members 
Mstep: Class 22 contains 31088 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218928.000000 Penalty: 85873.281250
Iteration 118Q: 26 clusters Score -1.242189e+08 nChanged 9501
Entering ConstructFrom: 
Score: -124218928.000000 Penalty: 85873.281250
Entering ConstructFrom: 
Trying to split cluster 1 (17772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Entering Unmasked Estep 
Score: -2118093.000000 Penalty: 2426.774170
	Iteration 0F: 2 clusters Score -2118093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2105392.250000 Penalty: 4853.548340
	Iteration 0F: 3 clusters Score -2105392 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2109724.000000 Penalty: 4853.548340
	Iteration 1F: 3 clusters Score -2109724 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2110302.500000 Penalty: 4853.548340
	Iteration 2F: 3 clusters Score -2110302 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2110818.000000 Penalty: 4853.548340
	Iteration 3F: 3 clusters Score -2110818 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2111262.000000 Penalty: 4853.548340
	Iteration 4F: 3 clusters Score -2111262 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2111667.500000 Penalty: 4853.548340
	Iteration 5Q: 3 clusters Score -2111668 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2112030.750000 Penalty: 4853.548340
	Iteration 6Q: 3 clusters Score -2112031 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2112338.750000 Penalty: 4853.548340
	Iteration 7Q: 3 clusters Score -2112339 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2112658.750000 Penalty: 4853.548340
	Iteration 8Q: 3 clusters Score -2112659 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2112955.250000 Penalty: 4853.548340
	Iteration 9Q: 3 clusters Score -2112955 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2113296.750000 Penalty: 4853.548340
	Iteration 10Q: 3 clusters Score -2113297 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2113661.500000 Penalty: 4853.548340
	Iteration 11Q: 3 clusters Score -2113662 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2114038.500000 Penalty: 4853.548340
	Iteration 12Q: 3 clusters Score -2114038 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2114406.000000 Penalty: 4853.548340
	Iteration 13Q: 3 clusters Score -2114406 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2114766.000000 Penalty: 4853.548340
	Iteration 14Q: 3 clusters Score -2114766 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2115067.250000 Penalty: 4853.548340
	Iteration 15Q: 3 clusters Score -2115067 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2115338.250000 Penalty: 4853.548340
	Iteration 16Q: 3 clusters Score -2115338 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2115565.250000 Penalty: 4853.548340
	Iteration 17Q: 3 clusters Score -2115565 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2115726.000000 Penalty: 4853.548340
	Iteration 18Q: 3 clusters Score -2115726 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2115826.750000 Penalty: 4853.548340
	Iteration 19Q: 3 clusters Score -2115827 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2115898.500000 Penalty: 4853.548340
	Iteration 20F: 3 clusters Score -2115898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2115951.250000 Penalty: 4853.548340
	Iteration 21Q: 3 clusters Score -2115951 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2115986.750000 Penalty: 4853.548340
	Iteration 22Q: 3 clusters Score -2115987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2116020.500000 Penalty: 4853.548340
	Iteration 23Q: 3 clusters Score -2116020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2116070.750000 Penalty: 4853.548340
	Iteration 24Q: 3 clusters Score -2116071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2116112.000000 Penalty: 4853.548340
	Iteration 25Q: 3 clusters Score -2116112 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2116160.500000 Penalty: 4853.548340
	Iteration 26Q: 3 clusters Score -2116160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2116208.500000 Penalty: 4853.548340
	Iteration 27Q: 3 clusters Score -2116208 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2116248.000000 Penalty: 4853.548340
	Iteration 28Q: 3 clusters Score -2116248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2116285.500000 Penalty: 4853.548340
	Iteration 29Q: 3 clusters Score -2116286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2116316.000000 Penalty: 4853.548340
	Iteration 30Q: 3 clusters Score -2116316 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2116338.500000 Penalty: 4853.548340
	Iteration 31Q: 3 clusters Score -2116338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2116362.750000 Penalty: 4853.548340
	Iteration 32Q: 3 clusters Score -2116363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2116382.500000 Penalty: 4853.548340
	Iteration 33Q: 3 clusters Score -2116382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2116397.500000 Penalty: 4853.548340
	Iteration 34Q: 3 clusters Score -2116398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2116410.000000 Penalty: 4853.548340
	Iteration 35Q: 3 clusters Score -2116410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2116427.750000 Penalty: 4853.548340
	Iteration 36Q: 3 clusters Score -2116428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2116448.750000 Penalty: 4853.548340
	Iteration 37Q: 3 clusters Score -2116449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2116468.500000 Penalty: 4853.548340
	Iteration 38Q: 3 clusters Score -2116468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2116481.500000 Penalty: 4853.548340
	Iteration 39Q: 3 clusters Score -2116482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2116492.000000 Penalty: 4853.548340
	Iteration 40F: 3 clusters Score -2116492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2116505.000000 Penalty: 4853.548340
	Iteration 41Q: 3 clusters Score -2116505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2116522.250000 Penalty: 4853.548340
	Iteration 42Q: 3 clusters Score -2116522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2116540.250000 Penalty: 4853.548340
	Iteration 43Q: 3 clusters Score -2116540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2116560.750000 Penalty: 4853.548340
	Iteration 44Q: 3 clusters Score -2116561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2116573.500000 Penalty: 4853.548340
	Iteration 45Q: 3 clusters Score -2116574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2116595.250000 Penalty: 4853.548340
	Iteration 46Q: 3 clusters Score -2116595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2116607.000000 Penalty: 4853.548340
	Iteration 47Q: 3 clusters Score -2116607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2116608.750000 Penalty: 4853.548340
	Iteration 48Q: 3 clusters Score -2116609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2116622.000000 Penalty: 4853.548340
	Iteration 49Q: 3 clusters Score -2116622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2116630.750000 Penalty: 4853.548340
	Iteration 50Q: 3 clusters Score -2116631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2116636.750000 Penalty: 4853.548340
	Iteration 51Q: 3 clusters Score -2116637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2116649.000000 Penalty: 4853.548340
	Iteration 52Q: 3 clusters Score -2116649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2116662.750000 Penalty: 4853.548340
	Iteration 53Q: 3 clusters Score -2116663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2116671.250000 Penalty: 4853.548340
	Iteration 54Q: 3 clusters Score -2116671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2116685.750000 Penalty: 4853.548340
	Iteration 55Q: 3 clusters Score -2116686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2116692.250000 Penalty: 4853.548340
	Iteration 56Q: 3 clusters Score -2116692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2116703.250000 Penalty: 4853.548340
	Iteration 57Q: 3 clusters Score -2116703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2116723.750000 Penalty: 4853.548340
	Iteration 58Q: 3 clusters Score -2116724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2116744.500000 Penalty: 4853.548340
	Iteration 59Q: 3 clusters Score -2116744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2116750.750000 Penalty: 4853.548340
	Iteration 60F: 3 clusters Score -2116751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2116764.750000 Penalty: 4853.548340
	Iteration 61Q: 3 clusters Score -2116765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2116771.750000 Penalty: 4853.548340
	Iteration 62Q: 3 clusters Score -2116772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2116775.750000 Penalty: 4853.548340
	Iteration 63Q: 3 clusters Score -2116776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2116779.500000 Penalty: 4853.548340
	Iteration 64Q: 3 clusters Score -2116780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2116786.250000 Penalty: 4853.548340
	Iteration 65Q: 3 clusters Score -2116786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2116801.500000 Penalty: 4853.548340
	Iteration 66Q: 3 clusters Score -2116802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2116798.000000 Penalty: 4853.548340
	Iteration 67Q: 3 clusters Score -2116798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2116797.000000 Penalty: 4853.548340
	Iteration 68Q: 3 clusters Score -2116797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2116802.500000 Penalty: 4853.548340
	Iteration 69Q: 3 clusters Score -2116802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2116810.750000 Penalty: 4853.548340
	Iteration 70Q: 3 clusters Score -2116811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2116806.500000 Penalty: 4853.548340
	Iteration 71Q: 3 clusters Score -2116806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2116812.250000 Penalty: 4853.548340
	Iteration 72Q: 3 clusters Score -2116812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2116816.750000 Penalty: 4853.548340
	Iteration 73Q: 3 clusters Score -2116817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2116821.000000 Penalty: 4853.548340
	Iteration 74Q: 3 clusters Score -2116821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2116824.250000 Penalty: 4853.548340
	Iteration 75Q: 3 clusters Score -2116824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2116823.250000 Penalty: 4853.548340
	Iteration 76Q: 3 clusters Score -2116823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2116830.250000 Penalty: 4853.548340
	Iteration 77Q: 3 clusters Score -2116830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2116826.000000 Penalty: 4853.548340
	Iteration 78Q: 3 clusters Score -2116826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2116826.500000 Penalty: 4853.548340
	Iteration 79Q: 3 clusters Score -2116826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2116828.750000 Penalty: 4853.548340
	Iteration 80F: 3 clusters Score -2116829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2116827.500000 Penalty: 4853.548340
	Iteration 81Q: 3 clusters Score -2116828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2116829.250000 Penalty: 4853.548340
	Iteration 82Q: 3 clusters Score -2116829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2116829.500000 Penalty: 4853.548340
	Iteration 83Q: 3 clusters Score -2116830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2116828.500000 Penalty: 4853.548340
	Iteration 84Q: 3 clusters Score -2116828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2116828.000000 Penalty: 4853.548340
	Iteration 85Q: 3 clusters Score -2116828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2116827.250000 Penalty: 4853.548340
	Iteration 86Q: 3 clusters Score -2116827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2116828.000000 Penalty: 4853.548340
	Iteration 87Q: 3 clusters Score -2116828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2116826.750000 Penalty: 4853.548340
	Iteration 88Q: 3 clusters Score -2116827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2116829.000000 Penalty: 4853.548340
	Iteration 89Q: 3 clusters Score -2116829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2116829.000000 Penalty: 4853.548340
	Iteration 90F: 3 clusters Score -2116829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170252 members 
Entering Unmasked Estep 
Score: -21091522.000000 Penalty: 2987.168701
	Iteration 0F: 2 clusters Score -2.109152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -20979902.000000 Penalty: 5974.337402
	Iteration 0F: 3 clusters Score -2.09799e+07 nChanged 81222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -21026608.000000 Penalty: 5974.337402
	Iteration 1F: 3 clusters Score -2.102661e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -21027376.000000 Penalty: 5974.337402
	Iteration 2Q: 3 clusters Score -2.102738e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -21028510.000000 Penalty: 5974.337402
	Iteration 3Q: 3 clusters Score -2.102851e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -21030044.000000 Penalty: 5974.337402
	Iteration 4Q: 3 clusters Score -2.103004e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -21032880.000000 Penalty: 5974.337402
	Iteration 5Q: 3 clusters Score -2.103288e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -21038280.000000 Penalty: 5974.337402
	Iteration 6F: 3 clusters Score -2.103828e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124758 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -21047536.000000 Penalty: 5974.337402
	Iteration 7F: 3 clusters Score -2.104754e+07 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -21061116.000000 Penalty: 5974.337402
	Iteration 8F: 3 clusters Score -2.106112e+07 nChanged 14537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154482 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -21075046.000000 Penalty: 5974.337402
	Iteration 9F: 3 clusters Score -2.107505e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -21084078.000000 Penalty: 5974.337402
	Iteration 10F: 3 clusters Score -2.108408e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21087516.000000 Penalty: 5974.337402
	Iteration 11Q: 3 clusters Score -2.108752e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -21088376.000000 Penalty: 5974.337402
	Iteration 12Q: 3 clusters Score -2.108838e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21088624.000000 Penalty: 5974.337402
	Iteration 13Q: 3 clusters Score -2.108862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170003 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21088736.000000 Penalty: 5974.337402
	Iteration 14Q: 3 clusters Score -2.108874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170025 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21088792.000000 Penalty: 5974.337402
	Iteration 15Q: 3 clusters Score -2.108879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21088812.000000 Penalty: 5974.337402
	Iteration 16Q: 3 clusters Score -2.108881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21088848.000000 Penalty: 5974.337402
	Iteration 17Q: 3 clusters Score -2.108885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21088844.000000 Penalty: 5974.337402
	Iteration 18Q: 3 clusters Score -2.108884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21088862.000000 Penalty: 5974.337402
	Iteration 19Q: 3 clusters Score -2.108886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170046 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21088870.000000 Penalty: 5974.337402
	Iteration 20F: 3 clusters Score -2.108887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -491497.843750 Penalty: 2058.839111
	Iteration 0F: 2 clusters Score -491497.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -487605.375000 Penalty: 4117.678223
	Iteration 0F: 3 clusters Score -487605.4 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -488386.000000 Penalty: 4117.678223
	Iteration 1F: 3 clusters Score -488386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -488566.375000 Penalty: 4117.678223
	Iteration 2F: 3 clusters Score -488566.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -488682.187500 Penalty: 4117.678223
	Iteration 3Q: 3 clusters Score -488682.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -488763.437500 Penalty: 4117.678223
	Iteration 4Q: 3 clusters Score -488763.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -488832.812500 Penalty: 4117.678223
	Iteration 5Q: 3 clusters Score -488832.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -488884.937500 Penalty: 4117.678223
	Iteration 6Q: 3 clusters Score -488884.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -488926.968750 Penalty: 4117.678223
	Iteration 7Q: 3 clusters Score -488927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -488960.250000 Penalty: 4117.678223
	Iteration 8Q: 3 clusters Score -488960.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -488980.000000 Penalty: 4117.678223
	Iteration 9Q: 3 clusters Score -488980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -488999.843750 Penalty: 4117.678223
	Iteration 10Q: 3 clusters Score -488999.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -489016.125000 Penalty: 4117.678223
	Iteration 11Q: 3 clusters Score -489016.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -489037.343750 Penalty: 4117.678223
	Iteration 12Q: 3 clusters Score -489037.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -489057.656250 Penalty: 4117.678223
	Iteration 13Q: 3 clusters Score -489057.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -489080.500000 Penalty: 4117.678223
	Iteration 14Q: 3 clusters Score -489080.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -489104.125000 Penalty: 4117.678223
	Iteration 15Q: 3 clusters Score -489104.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -489120.062500 Penalty: 4117.678223
	Iteration 16Q: 3 clusters Score -489120.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -489126.531250 Penalty: 4117.678223
	Iteration 17Q: 3 clusters Score -489126.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -489135.468750 Penalty: 4117.678223
	Iteration 18Q: 3 clusters Score -489135.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -489142.562500 Penalty: 4117.678223
	Iteration 19Q: 3 clusters Score -489142.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -489146.312500 Penalty: 4117.678223
	Iteration 20F: 3 clusters Score -489146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -489148.875000 Penalty: 4117.678223
	Iteration 21Q: 3 clusters Score -489148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -489150.906250 Penalty: 4117.678223
	Iteration 22Q: 3 clusters Score -489150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -489151.562500 Penalty: 4117.678223
	Iteration 23Q: 3 clusters Score -489151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -489151.781250 Penalty: 4117.678223
	Iteration 24Q: 3 clusters Score -489151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -489153.187500 Penalty: 4117.678223
	Iteration 25Q: 3 clusters Score -489153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -489153.406250 Penalty: 4117.678223
	Iteration 26Q: 3 clusters Score -489153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -489156.343750 Penalty: 4117.678223
	Iteration 27Q: 3 clusters Score -489156.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -489162.093750 Penalty: 4117.678223
	Iteration 28Q: 3 clusters Score -489162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -489165.750000 Penalty: 4117.678223
	Iteration 29Q: 3 clusters Score -489165.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -489171.468750 Penalty: 4117.678223
	Iteration 30Q: 3 clusters Score -489171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -489175.281250 Penalty: 4117.678223
	Iteration 31Q: 3 clusters Score -489175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -489179.968750 Penalty: 4117.678223
	Iteration 32Q: 3 clusters Score -489180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -489185.093750 Penalty: 4117.678223
	Iteration 33Q: 3 clusters Score -489185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -489190.843750 Penalty: 4117.678223
	Iteration 34Q: 3 clusters Score -489190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -489192.906250 Penalty: 4117.678223
	Iteration 35Q: 3 clusters Score -489192.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -489199.000000 Penalty: 4117.678223
	Iteration 36Q: 3 clusters Score -489199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -489206.718750 Penalty: 4117.678223
	Iteration 37Q: 3 clusters Score -489206.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -489212.781250 Penalty: 4117.678223
	Iteration 38Q: 3 clusters Score -489212.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -489223.187500 Penalty: 4117.678223
	Iteration 39Q: 3 clusters Score -489223.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -489229.875000 Penalty: 4117.678223
	Iteration 40F: 3 clusters Score -489229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -489233.656250 Penalty: 4117.678223
	Iteration 41Q: 3 clusters Score -489233.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -489238.625000 Penalty: 4117.678223
	Iteration 42Q: 3 clusters Score -489238.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -489244.000000 Penalty: 4117.678223
	Iteration 43Q: 3 clusters Score -489244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -489250.093750 Penalty: 4117.678223
	Iteration 44Q: 3 clusters Score -489250.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -489253.875000 Penalty: 4117.678223
	Iteration 45Q: 3 clusters Score -489253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -489259.687500 Penalty: 4117.678223
	Iteration 46Q: 3 clusters Score -489259.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -489264.031250 Penalty: 4117.678223
	Iteration 47Q: 3 clusters Score -489264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -489268.843750 Penalty: 4117.678223
	Iteration 48Q: 3 clusters Score -489268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -489272.625000 Penalty: 4117.678223
	Iteration 49Q: 3 clusters Score -489272.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -489275.437500 Penalty: 4117.678223
	Iteration 50Q: 3 clusters Score -489275.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -489279.000000 Penalty: 4117.678223
	Iteration 51Q: 3 clusters Score -489279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -489282.187500 Penalty: 4117.678223
	Iteration 52Q: 3 clusters Score -489282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -489283.906250 Penalty: 4117.678223
	Iteration 53Q: 3 clusters Score -489283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -489287.906250 Penalty: 4117.678223
	Iteration 54Q: 3 clusters Score -489287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -489294.000000 Penalty: 4117.678223
	Iteration 55Q: 3 clusters Score -489294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -489299.656250 Penalty: 4117.678223
	Iteration 56Q: 3 clusters Score -489299.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -489307.843750 Penalty: 4117.678223
	Iteration 57Q: 3 clusters Score -489307.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -489313.062500 Penalty: 4117.678223
	Iteration 58Q: 3 clusters Score -489313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -489317.156250 Penalty: 4117.678223
	Iteration 59Q: 3 clusters Score -489317.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -489322.593750 Penalty: 4117.678223
	Iteration 60F: 3 clusters Score -489322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -489326.125000 Penalty: 4117.678223
	Iteration 61Q: 3 clusters Score -489326.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -489331.062500 Penalty: 4117.678223
	Iteration 62Q: 3 clusters Score -489331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -489334.687500 Penalty: 4117.678223
	Iteration 63Q: 3 clusters Score -489334.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -489338.562500 Penalty: 4117.678223
	Iteration 64Q: 3 clusters Score -489338.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -489345.343750 Penalty: 4117.678223
	Iteration 65Q: 3 clusters Score -489345.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -489354.593750 Penalty: 4117.678223
	Iteration 66Q: 3 clusters Score -489354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -489362.125000 Penalty: 4117.678223
	Iteration 67Q: 3 clusters Score -489362.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -489372.000000 Penalty: 4117.678223
	Iteration 68Q: 3 clusters Score -489372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -489376.875000 Penalty: 4117.678223
	Iteration 69Q: 3 clusters Score -489376.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -489386.468750 Penalty: 4117.678223
	Iteration 70Q: 3 clusters Score -489386.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -489393.218750 Penalty: 4117.678223
	Iteration 71Q: 3 clusters Score -489393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -489401.781250 Penalty: 4117.678223
	Iteration 72Q: 3 clusters Score -489401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -489406.687500 Penalty: 4117.678223
	Iteration 73Q: 3 clusters Score -489406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -489413.562500 Penalty: 4117.678223
	Iteration 74Q: 3 clusters Score -489413.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -489423.406250 Penalty: 4117.678223
	Iteration 75Q: 3 clusters Score -489423.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -489435.843750 Penalty: 4117.678223
	Iteration 76Q: 3 clusters Score -489435.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -489449.656250 Penalty: 4117.678223
	Iteration 77Q: 3 clusters Score -489449.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -489465.000000 Penalty: 4117.678223
	Iteration 78Q: 3 clusters Score -489465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -489479.781250 Penalty: 4117.678223
	Iteration 79Q: 3 clusters Score -489479.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -489489.250000 Penalty: 4117.678223
	Iteration 80F: 3 clusters Score -489489.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -489496.437500 Penalty: 4117.678223
	Iteration 81Q: 3 clusters Score -489496.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -489506.812500 Penalty: 4117.678223
	Iteration 82Q: 3 clusters Score -489506.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -489516.468750 Penalty: 4117.678223
	Iteration 83Q: 3 clusters Score -489516.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -489530.843750 Penalty: 4117.678223
	Iteration 84Q: 3 clusters Score -489530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -489544.625000 Penalty: 4117.678223
	Iteration 85Q: 3 clusters Score -489544.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -489558.156250 Penalty: 4117.678223
	Iteration 86Q: 3 clusters Score -489558.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -489570.312500 Penalty: 4117.678223
	Iteration 87Q: 3 clusters Score -489570.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -489582.718750 Penalty: 4117.678223
	Iteration 88Q: 3 clusters Score -489582.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -489590.531250 Penalty: 4117.678223
	Iteration 89Q: 3 clusters Score -489590.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -489595.562500 Penalty: 4117.678223
	Iteration 90Q: 3 clusters Score -489595.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -489600.750000 Penalty: 4117.678223
	Iteration 91Q: 3 clusters Score -489600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -489606.687500 Penalty: 4117.678223
	Iteration 92Q: 3 clusters Score -489606.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -489613.406250 Penalty: 4117.678223
	Iteration 93Q: 3 clusters Score -489613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -489619.937500 Penalty: 4117.678223
	Iteration 94Q: 3 clusters Score -489619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -489626.062500 Penalty: 4117.678223
	Iteration 95Q: 3 clusters Score -489626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -489632.187500 Penalty: 4117.678223
	Iteration 96Q: 3 clusters Score -489632.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -489640.468750 Penalty: 4117.678223
	Iteration 97Q: 3 clusters Score -489640.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -489655.406250 Penalty: 4117.678223
	Iteration 98Q: 3 clusters Score -489655.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -489675.906250 Penalty: 4117.678223
	Iteration 99Q: 3 clusters Score -489675.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -489691.937500 Penalty: 4117.678223
	Iteration 100F: 3 clusters Score -489691.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -489702.312500 Penalty: 4117.678223
	Iteration 101Q: 3 clusters Score -489702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -489710.937500 Penalty: 4117.678223
	Iteration 102Q: 3 clusters Score -489710.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -489719.781250 Penalty: 4117.678223
	Iteration 103Q: 3 clusters Score -489719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -489725.406250 Penalty: 4117.678223
	Iteration 104Q: 3 clusters Score -489725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -489728.093750 Penalty: 4117.678223
	Iteration 105Q: 3 clusters Score -489728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -489734.625000 Penalty: 4117.678223
	Iteration 106Q: 3 clusters Score -489734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -489739.281250 Penalty: 4117.678223
	Iteration 107Q: 3 clusters Score -489739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -489741.812500 Penalty: 4117.678223
	Iteration 108Q: 3 clusters Score -489741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -489744.937500 Penalty: 4117.678223
	Iteration 109Q: 3 clusters Score -489744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -489747.531250 Penalty: 4117.678223
	Iteration 110Q: 3 clusters Score -489747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -489750.875000 Penalty: 4117.678223
	Iteration 111Q: 3 clusters Score -489750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -489753.000000 Penalty: 4117.678223
	Iteration 112Q: 3 clusters Score -489753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -489756.031250 Penalty: 4117.678223
	Iteration 113Q: 3 clusters Score -489756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -489761.000000 Penalty: 4117.678223
	Iteration 114Q: 3 clusters Score -489761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -489766.250000 Penalty: 4117.678223
	Iteration 115Q: 3 clusters Score -489766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -489767.593750 Penalty: 4117.678223
	Iteration 116Q: 3 clusters Score -489767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -489769.031250 Penalty: 4117.678223
	Iteration 117Q: 3 clusters Score -489769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -489769.031250 Penalty: 4117.678223
	Iteration 118F: 3 clusters Score -489769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Entering Unmasked Estep 
Score: -921182.125000 Penalty: 2234.676025
	Iteration 0F: 2 clusters Score -921182.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -914683.687500 Penalty: 4469.352051
	Iteration 0F: 3 clusters Score -914683.7 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -916631.687500 Penalty: 4469.352051
	Iteration 1F: 3 clusters Score -916631.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -917004.250000 Penalty: 4469.352051
	Iteration 2F: 3 clusters Score -917004.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -917282.500000 Penalty: 4469.352051
	Iteration 3F: 3 clusters Score -917282.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -917539.687500 Penalty: 4469.352051
	Iteration 4Q: 3 clusters Score -917539.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -917780.125000 Penalty: 4469.352051
	Iteration 5Q: 3 clusters Score -917780.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -917993.125000 Penalty: 4469.352051
	Iteration 6Q: 3 clusters Score -917993.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -918193.187500 Penalty: 4469.352051
	Iteration 7Q: 3 clusters Score -918193.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -918383.437500 Penalty: 4469.352051
	Iteration 8Q: 3 clusters Score -918383.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -918555.687500 Penalty: 4469.352051
	Iteration 9Q: 3 clusters Score -918555.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -918709.562500 Penalty: 4469.352051
	Iteration 10Q: 3 clusters Score -918709.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -918830.625000 Penalty: 4469.352051
	Iteration 11Q: 3 clusters Score -918830.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -918922.937500 Penalty: 4469.352051
	Iteration 12Q: 3 clusters Score -918922.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -918998.062500 Penalty: 4469.352051
	Iteration 13Q: 3 clusters Score -918998.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -919066.375000 Penalty: 4469.352051
	Iteration 14Q: 3 clusters Score -919066.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -919136.187500 Penalty: 4469.352051
	Iteration 15Q: 3 clusters Score -919136.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -919199.812500 Penalty: 4469.352051
	Iteration 16Q: 3 clusters Score -919199.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -919257.500000 Penalty: 4469.352051
	Iteration 17Q: 3 clusters Score -919257.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -919309.125000 Penalty: 4469.352051
	Iteration 18Q: 3 clusters Score -919309.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -919343.125000 Penalty: 4469.352051
	Iteration 19Q: 3 clusters Score -919343.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -919370.687500 Penalty: 4469.352051
	Iteration 20F: 3 clusters Score -919370.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -919395.812500 Penalty: 4469.352051
	Iteration 21Q: 3 clusters Score -919395.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -919412.187500 Penalty: 4469.352051
	Iteration 22Q: 3 clusters Score -919412.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -919426.250000 Penalty: 4469.352051
	Iteration 23Q: 3 clusters Score -919426.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -919438.312500 Penalty: 4469.352051
	Iteration 24Q: 3 clusters Score -919438.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -919447.125000 Penalty: 4469.352051
	Iteration 25Q: 3 clusters Score -919447.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -919454.937500 Penalty: 4469.352051
	Iteration 26Q: 3 clusters Score -919454.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -919458.375000 Penalty: 4469.352051
	Iteration 27Q: 3 clusters Score -919458.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -919462.437500 Penalty: 4469.352051
	Iteration 28Q: 3 clusters Score -919462.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -919466.250000 Penalty: 4469.352051
	Iteration 29Q: 3 clusters Score -919466.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -919471.625000 Penalty: 4469.352051
	Iteration 30Q: 3 clusters Score -919471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -919471.687500 Penalty: 4469.352051
	Iteration 31Q: 3 clusters Score -919471.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -919476.062500 Penalty: 4469.352051
	Iteration 32Q: 3 clusters Score -919476.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -919475.875000 Penalty: 4469.352051
	Iteration 33Q: 3 clusters Score -919475.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -919481.687500 Penalty: 4469.352051
	Iteration 34Q: 3 clusters Score -919481.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -919482.937500 Penalty: 4469.352051
	Iteration 35Q: 3 clusters Score -919482.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -919485.687500 Penalty: 4469.352051
	Iteration 36Q: 3 clusters Score -919485.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -919488.937500 Penalty: 4469.352051
	Iteration 37Q: 3 clusters Score -919488.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -919495.312500 Penalty: 4469.352051
	Iteration 38Q: 3 clusters Score -919495.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -919496.250000 Penalty: 4469.352051
	Iteration 39Q: 3 clusters Score -919496.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -919500.062500 Penalty: 4469.352051
	Iteration 40F: 3 clusters Score -919500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -919500.562500 Penalty: 4469.352051
	Iteration 41Q: 3 clusters Score -919500.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -919505.500000 Penalty: 4469.352051
	Iteration 42Q: 3 clusters Score -919505.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -919512.187500 Penalty: 4469.352051
	Iteration 43Q: 3 clusters Score -919512.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -919518.062500 Penalty: 4469.352051
	Iteration 44Q: 3 clusters Score -919518.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -919522.375000 Penalty: 4469.352051
	Iteration 45Q: 3 clusters Score -919522.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -919529.562500 Penalty: 4469.352051
	Iteration 46Q: 3 clusters Score -919529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -919533.750000 Penalty: 4469.352051
	Iteration 47Q: 3 clusters Score -919533.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -919536.875000 Penalty: 4469.352051
	Iteration 48Q: 3 clusters Score -919536.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -919544.625000 Penalty: 4469.352051
	Iteration 49Q: 3 clusters Score -919544.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -919556.000000 Penalty: 4469.352051
	Iteration 50Q: 3 clusters Score -919556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -919572.812500 Penalty: 4469.352051
	Iteration 51Q: 3 clusters Score -919572.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -919610.062500 Penalty: 4469.352051
	Iteration 52Q: 3 clusters Score -919610.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -919662.187500 Penalty: 4469.352051
	Iteration 53Q: 3 clusters Score -919662.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -919761.187500 Penalty: 4469.352051
	Iteration 54Q: 3 clusters Score -919761.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -919847.750000 Penalty: 4469.352051
	Iteration 55Q: 3 clusters Score -919847.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -919905.312500 Penalty: 4469.352051
	Iteration 56Q: 3 clusters Score -919905.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -919938.062500 Penalty: 4469.352051
	Iteration 57Q: 3 clusters Score -919938.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -919955.000000 Penalty: 4469.352051
	Iteration 58Q: 3 clusters Score -919955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -919969.062500 Penalty: 4469.352051
	Iteration 59Q: 3 clusters Score -919969.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -919981.562500 Penalty: 4469.352051
	Iteration 60F: 3 clusters Score -919981.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -919985.187500 Penalty: 4469.352051
	Iteration 61Q: 3 clusters Score -919985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -919987.000000 Penalty: 4469.352051
	Iteration 62Q: 3 clusters Score -919987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -919990.000000 Penalty: 4469.352051
	Iteration 63Q: 3 clusters Score -919990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -919991.625000 Penalty: 4469.352051
	Iteration 64Q: 3 clusters Score -919991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -919993.312500 Penalty: 4469.352051
	Iteration 65Q: 3 clusters Score -919993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -919993.500000 Penalty: 4469.352051
	Iteration 66Q: 3 clusters Score -919993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -919995.312500 Penalty: 4469.352051
	Iteration 67Q: 3 clusters Score -919995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -919998.125000 Penalty: 4469.352051
	Iteration 68Q: 3 clusters Score -919998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -919998.000000 Penalty: 4469.352051
	Iteration 69Q: 3 clusters Score -919998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -920000.562500 Penalty: 4469.352051
	Iteration 70Q: 3 clusters Score -920000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -919999.625000 Penalty: 4469.352051
	Iteration 71Q: 3 clusters Score -919999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -919999.312500 Penalty: 4469.352051
	Iteration 72Q: 3 clusters Score -919999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -920001.375000 Penalty: 4469.352051
	Iteration 73Q: 3 clusters Score -920001.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -920000.875000 Penalty: 4469.352051
	Iteration 74Q: 3 clusters Score -920000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -920003.500000 Penalty: 4469.352051
	Iteration 75Q: 3 clusters Score -920003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -920003.125000 Penalty: 4469.352051
	Iteration 76Q: 3 clusters Score -920003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -920005.375000 Penalty: 4469.352051
	Iteration 77Q: 3 clusters Score -920005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -920005.812500 Penalty: 4469.352051
	Iteration 78Q: 3 clusters Score -920005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -920006.250000 Penalty: 4469.352051
	Iteration 79Q: 3 clusters Score -920006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -920006.250000 Penalty: 4469.352051
	Iteration 80F: 3 clusters Score -920006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Entering Unmasked Estep 
Score: -6626199.500000 Penalty: 2701.364990
	Iteration 0F: 2 clusters Score -6626200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -6590056.500000 Penalty: 5402.729980
	Iteration 0F: 3 clusters Score -6590056 nChanged 24940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6604062.500000 Penalty: 5402.729980
	Iteration 1F: 3 clusters Score -6604062 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -6604988.000000 Penalty: 5402.729980
	Iteration 2Q: 3 clusters Score -6604988 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -6606129.500000 Penalty: 5402.729980
	Iteration 3Q: 3 clusters Score -6606130 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -6607712.500000 Penalty: 5402.729980
	Iteration 4F: 3 clusters Score -6607712 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6609565.000000 Penalty: 5402.729980
	Iteration 5F: 3 clusters Score -6609565 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -6611456.000000 Penalty: 5402.729980
	Iteration 6F: 3 clusters Score -6611456 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6613350.000000 Penalty: 5402.729980
	Iteration 7F: 3 clusters Score -6613350 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -6614967.000000 Penalty: 5402.729980
	Iteration 8F: 3 clusters Score -6614967 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -6616364.500000 Penalty: 5402.729980
	Iteration 9Q: 3 clusters Score -6616364 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -6617671.500000 Penalty: 5402.729980
	Iteration 10Q: 3 clusters Score -6617672 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -6618924.000000 Penalty: 5402.729980
	Iteration 11Q: 3 clusters Score -6618924 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6619966.000000 Penalty: 5402.729980
	Iteration 12Q: 3 clusters Score -6619966 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -6620904.000000 Penalty: 5402.729980
	Iteration 13Q: 3 clusters Score -6620904 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6621644.500000 Penalty: 5402.729980
	Iteration 14Q: 3 clusters Score -6621644 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6622223.000000 Penalty: 5402.729980
	Iteration 15Q: 3 clusters Score -6622223 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -6622688.000000 Penalty: 5402.729980
	Iteration 16Q: 3 clusters Score -6622688 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6622999.500000 Penalty: 5402.729980
	Iteration 17Q: 3 clusters Score -6623000 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -6623264.000000 Penalty: 5402.729980
	Iteration 18Q: 3 clusters Score -6623264 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -6623462.000000 Penalty: 5402.729980
	Iteration 19Q: 3 clusters Score -6623462 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6623580.500000 Penalty: 5402.729980
	Iteration 20F: 3 clusters Score -6623580 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6623657.000000 Penalty: 5402.729980
	Iteration 21Q: 3 clusters Score -6623657 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -6623733.500000 Penalty: 5402.729980
	Iteration 22Q: 3 clusters Score -6623734 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -6623797.500000 Penalty: 5402.729980
	Iteration 23Q: 3 clusters Score -6623798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -6623851.000000 Penalty: 5402.729980
	Iteration 24Q: 3 clusters Score -6623851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -6623876.500000 Penalty: 5402.729980
	Iteration 25Q: 3 clusters Score -6623876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -6623924.500000 Penalty: 5402.729980
	Iteration 26Q: 3 clusters Score -6623924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -6623968.000000 Penalty: 5402.729980
	Iteration 27Q: 3 clusters Score -6623968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -6623988.000000 Penalty: 5402.729980
	Iteration 28Q: 3 clusters Score -6623988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -6624008.500000 Penalty: 5402.729980
	Iteration 29Q: 3 clusters Score -6624008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -6624030.000000 Penalty: 5402.729980
	Iteration 30Q: 3 clusters Score -6624030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -6624061.000000 Penalty: 5402.729980
	Iteration 31Q: 3 clusters Score -6624061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -6624070.500000 Penalty: 5402.729980
	Iteration 32Q: 3 clusters Score -6624070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -6624092.000000 Penalty: 5402.729980
	Iteration 33Q: 3 clusters Score -6624092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -6624103.500000 Penalty: 5402.729980
	Iteration 34Q: 3 clusters Score -6624104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -6624121.000000 Penalty: 5402.729980
	Iteration 35Q: 3 clusters Score -6624121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -6624130.500000 Penalty: 5402.729980
	Iteration 36Q: 3 clusters Score -6624130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6624131.000000 Penalty: 5402.729980
	Iteration 37Q: 3 clusters Score -6624131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -6624149.500000 Penalty: 5402.729980
	Iteration 38Q: 3 clusters Score -6624150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -6624147.000000 Penalty: 5402.729980
	Iteration 39Q: 3 clusters Score -6624147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6624163.000000 Penalty: 5402.729980
	Iteration 40F: 3 clusters Score -6624163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -6624163.000000 Penalty: 5402.729980
	Iteration 41Q: 3 clusters Score -6624163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -6624173.500000 Penalty: 5402.729980
	Iteration 42Q: 3 clusters Score -6624174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -6624178.000000 Penalty: 5402.729980
	Iteration 43Q: 3 clusters Score -6624178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -6624181.000000 Penalty: 5402.729980
	Iteration 44Q: 3 clusters Score -6624181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -6624180.000000 Penalty: 5402.729980
	Iteration 45Q: 3 clusters Score -6624180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6624186.500000 Penalty: 5402.729980
	Iteration 46Q: 3 clusters Score -6624186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6624189.000000 Penalty: 5402.729980
	Iteration 47Q: 3 clusters Score -6624189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -6624178.000000 Penalty: 5402.729980
	Iteration 48Q: 3 clusters Score -6624178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6624182.500000 Penalty: 5402.729980
	Iteration 49Q: 3 clusters Score -6624182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -6624185.000000 Penalty: 5402.729980
	Iteration 50Q: 3 clusters Score -6624185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -6624181.500000 Penalty: 5402.729980
	Iteration 51Q: 3 clusters Score -6624182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -6624185.500000 Penalty: 5402.729980
	Iteration 52Q: 3 clusters Score -6624186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -6624179.500000 Penalty: 5402.729980
	Iteration 53Q: 3 clusters Score -6624180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -6624184.000000 Penalty: 5402.729980
	Iteration 54Q: 3 clusters Score -6624184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -6624182.000000 Penalty: 5402.729980
	Iteration 55Q: 3 clusters Score -6624182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -6624175.500000 Penalty: 5402.729980
	Iteration 56Q: 3 clusters Score -6624176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -6624182.500000 Penalty: 5402.729980
	Iteration 57Q: 3 clusters Score -6624182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -6624181.000000 Penalty: 5402.729980
	Iteration 58Q: 3 clusters Score -6624181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -6624181.000000 Penalty: 5402.729980
	Iteration 59F: 3 clusters Score -6624181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -684789.625000 Penalty: 2155.279297
	Iteration 0F: 2 clusters Score -684789.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -679671.187500 Penalty: 4310.558594
	Iteration 0F: 3 clusters Score -679671.2 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -681126.625000 Penalty: 4310.558594
	Iteration 1F: 3 clusters Score -681126.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -681531.625000 Penalty: 4310.558594
	Iteration 2F: 3 clusters Score -681531.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -681805.500000 Penalty: 4310.558594
	Iteration 3F: 3 clusters Score -681805.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -682012.750000 Penalty: 4310.558594
	Iteration 4F: 3 clusters Score -682012.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -682201.812500 Penalty: 4310.558594
	Iteration 5Q: 3 clusters Score -682201.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -682344.562500 Penalty: 4310.558594
	Iteration 6Q: 3 clusters Score -682344.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -682442.312500 Penalty: 4310.558594
	Iteration 7Q: 3 clusters Score -682442.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -682532.187500 Penalty: 4310.558594
	Iteration 8Q: 3 clusters Score -682532.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -682610.625000 Penalty: 4310.558594
	Iteration 9Q: 3 clusters Score -682610.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -682663.562500 Penalty: 4310.558594
	Iteration 10Q: 3 clusters Score -682663.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -682705.250000 Penalty: 4310.558594
	Iteration 11Q: 3 clusters Score -682705.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -682735.625000 Penalty: 4310.558594
	Iteration 12Q: 3 clusters Score -682735.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -682772.125000 Penalty: 4310.558594
	Iteration 13Q: 3 clusters Score -682772.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -682801.437500 Penalty: 4310.558594
	Iteration 14Q: 3 clusters Score -682801.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -682837.312500 Penalty: 4310.558594
	Iteration 15Q: 3 clusters Score -682837.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -682887.562500 Penalty: 4310.558594
	Iteration 16Q: 3 clusters Score -682887.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -682917.437500 Penalty: 4310.558594
	Iteration 17Q: 3 clusters Score -682917.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -682942.000000 Penalty: 4310.558594
	Iteration 18Q: 3 clusters Score -682942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -682968.187500 Penalty: 4310.558594
	Iteration 19Q: 3 clusters Score -682968.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -682996.875000 Penalty: 4310.558594
	Iteration 20F: 3 clusters Score -682996.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -683017.937500 Penalty: 4310.558594
	Iteration 21Q: 3 clusters Score -683017.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -683034.437500 Penalty: 4310.558594
	Iteration 22Q: 3 clusters Score -683034.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -683041.875000 Penalty: 4310.558594
	Iteration 23Q: 3 clusters Score -683041.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -683052.000000 Penalty: 4310.558594
	Iteration 24Q: 3 clusters Score -683052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -683060.562500 Penalty: 4310.558594
	Iteration 25Q: 3 clusters Score -683060.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -683065.062500 Penalty: 4310.558594
	Iteration 26Q: 3 clusters Score -683065.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -683071.062500 Penalty: 4310.558594
	Iteration 27Q: 3 clusters Score -683071.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -683075.687500 Penalty: 4310.558594
	Iteration 28Q: 3 clusters Score -683075.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -683081.250000 Penalty: 4310.558594
	Iteration 29Q: 3 clusters Score -683081.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -683086.375000 Penalty: 4310.558594
	Iteration 30Q: 3 clusters Score -683086.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -683092.125000 Penalty: 4310.558594
	Iteration 31Q: 3 clusters Score -683092.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -683097.062500 Penalty: 4310.558594
	Iteration 32Q: 3 clusters Score -683097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -683100.937500 Penalty: 4310.558594
	Iteration 33Q: 3 clusters Score -683100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -683105.500000 Penalty: 4310.558594
	Iteration 34Q: 3 clusters Score -683105.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -683107.562500 Penalty: 4310.558594
	Iteration 35Q: 3 clusters Score -683107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -683108.437500 Penalty: 4310.558594
	Iteration 36Q: 3 clusters Score -683108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -683111.062500 Penalty: 4310.558594
	Iteration 37Q: 3 clusters Score -683111.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -683113.125000 Penalty: 4310.558594
	Iteration 38Q: 3 clusters Score -683113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -683115.312500 Penalty: 4310.558594
	Iteration 39Q: 3 clusters Score -683115.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -683117.062500 Penalty: 4310.558594
	Iteration 40F: 3 clusters Score -683117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -683118.687500 Penalty: 4310.558594
	Iteration 41Q: 3 clusters Score -683118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -683120.125000 Penalty: 4310.558594
	Iteration 42Q: 3 clusters Score -683120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -683123.437500 Penalty: 4310.558594
	Iteration 43Q: 3 clusters Score -683123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -683125.312500 Penalty: 4310.558594
	Iteration 44Q: 3 clusters Score -683125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -683128.562500 Penalty: 4310.558594
	Iteration 45Q: 3 clusters Score -683128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -683130.375000 Penalty: 4310.558594
	Iteration 46Q: 3 clusters Score -683130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -683132.875000 Penalty: 4310.558594
	Iteration 47Q: 3 clusters Score -683132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -683136.875000 Penalty: 4310.558594
	Iteration 48Q: 3 clusters Score -683136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -683136.437500 Penalty: 4310.558594
	Iteration 49Q: 3 clusters Score -683136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -683137.312500 Penalty: 4310.558594
	Iteration 50Q: 3 clusters Score -683137.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -683140.500000 Penalty: 4310.558594
	Iteration 51Q: 3 clusters Score -683140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -683140.687500 Penalty: 4310.558594
	Iteration 52Q: 3 clusters Score -683140.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -683143.500000 Penalty: 4310.558594
	Iteration 53Q: 3 clusters Score -683143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -683143.750000 Penalty: 4310.558594
	Iteration 54Q: 3 clusters Score -683143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -683150.125000 Penalty: 4310.558594
	Iteration 55Q: 3 clusters Score -683150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -683152.375000 Penalty: 4310.558594
	Iteration 56Q: 3 clusters Score -683152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -683158.625000 Penalty: 4310.558594
	Iteration 57Q: 3 clusters Score -683158.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -683161.625000 Penalty: 4310.558594
	Iteration 58Q: 3 clusters Score -683161.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -683168.375000 Penalty: 4310.558594
	Iteration 59Q: 3 clusters Score -683168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -683173.125000 Penalty: 4310.558594
	Iteration 60F: 3 clusters Score -683173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -683177.750000 Penalty: 4310.558594
	Iteration 61Q: 3 clusters Score -683177.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -683179.750000 Penalty: 4310.558594
	Iteration 62Q: 3 clusters Score -683179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -683183.687500 Penalty: 4310.558594
	Iteration 63Q: 3 clusters Score -683183.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -683187.000000 Penalty: 4310.558594
	Iteration 64Q: 3 clusters Score -683187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -683190.875000 Penalty: 4310.558594
	Iteration 65Q: 3 clusters Score -683190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -683194.812500 Penalty: 4310.558594
	Iteration 66Q: 3 clusters Score -683194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -683195.687500 Penalty: 4310.558594
	Iteration 67Q: 3 clusters Score -683195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -683198.625000 Penalty: 4310.558594
	Iteration 68Q: 3 clusters Score -683198.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -683200.812500 Penalty: 4310.558594
	Iteration 69Q: 3 clusters Score -683200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -683203.187500 Penalty: 4310.558594
	Iteration 70Q: 3 clusters Score -683203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -683201.625000 Penalty: 4310.558594
	Iteration 71Q: 3 clusters Score -683201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -683204.250000 Penalty: 4310.558594
	Iteration 72Q: 3 clusters Score -683204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -683205.875000 Penalty: 4310.558594
	Iteration 73Q: 3 clusters Score -683205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -683209.937500 Penalty: 4310.558594
	Iteration 74Q: 3 clusters Score -683209.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -683213.562500 Penalty: 4310.558594
	Iteration 75Q: 3 clusters Score -683213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -683214.687500 Penalty: 4310.558594
	Iteration 76Q: 3 clusters Score -683214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -683217.875000 Penalty: 4310.558594
	Iteration 77Q: 3 clusters Score -683217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -683217.437500 Penalty: 4310.558594
	Iteration 78Q: 3 clusters Score -683217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -683219.937500 Penalty: 4310.558594
	Iteration 79Q: 3 clusters Score -683219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -683220.812500 Penalty: 4310.558594
	Iteration 80F: 3 clusters Score -683220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -683221.187500 Penalty: 4310.558594
	Iteration 81Q: 3 clusters Score -683221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -683222.625000 Penalty: 4310.558594
	Iteration 82Q: 3 clusters Score -683222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -683224.687500 Penalty: 4310.558594
	Iteration 83Q: 3 clusters Score -683224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -683225.062500 Penalty: 4310.558594
	Iteration 84Q: 3 clusters Score -683225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -683225.375000 Penalty: 4310.558594
	Iteration 85Q: 3 clusters Score -683225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -683226.187500 Penalty: 4310.558594
	Iteration 86Q: 3 clusters Score -683226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -683227.687500 Penalty: 4310.558594
	Iteration 87Q: 3 clusters Score -683227.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -683228.875000 Penalty: 4310.558594
	Iteration 88Q: 3 clusters Score -683228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -683233.687500 Penalty: 4310.558594
	Iteration 89Q: 3 clusters Score -683233.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -683238.375000 Penalty: 4310.558594
	Iteration 90Q: 3 clusters Score -683238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -683241.812500 Penalty: 4310.558594
	Iteration 91Q: 3 clusters Score -683241.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -683246.500000 Penalty: 4310.558594
	Iteration 92Q: 3 clusters Score -683246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -683252.375000 Penalty: 4310.558594
	Iteration 93Q: 3 clusters Score -683252.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -683262.187500 Penalty: 4310.558594
	Iteration 94Q: 3 clusters Score -683262.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -683272.125000 Penalty: 4310.558594
	Iteration 95Q: 3 clusters Score -683272.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -683281.562500 Penalty: 4310.558594
	Iteration 96Q: 3 clusters Score -683281.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -683287.312500 Penalty: 4310.558594
	Iteration 97Q: 3 clusters Score -683287.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -683294.000000 Penalty: 4310.558594
	Iteration 98Q: 3 clusters Score -683294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -683298.812500 Penalty: 4310.558594
	Iteration 99Q: 3 clusters Score -683298.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -683305.062500 Penalty: 4310.558594
	Iteration 100F: 3 clusters Score -683305.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -683313.562500 Penalty: 4310.558594
	Iteration 101Q: 3 clusters Score -683313.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -683326.812500 Penalty: 4310.558594
	Iteration 102Q: 3 clusters Score -683326.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -683338.937500 Penalty: 4310.558594
	Iteration 103Q: 3 clusters Score -683338.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -683360.625000 Penalty: 4310.558594
	Iteration 104Q: 3 clusters Score -683360.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -683378.250000 Penalty: 4310.558594
	Iteration 105Q: 3 clusters Score -683378.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -683390.187500 Penalty: 4310.558594
	Iteration 106Q: 3 clusters Score -683390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -683397.687500 Penalty: 4310.558594
	Iteration 107Q: 3 clusters Score -683397.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -683404.125000 Penalty: 4310.558594
	Iteration 108Q: 3 clusters Score -683404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -683412.312500 Penalty: 4310.558594
	Iteration 109Q: 3 clusters Score -683412.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -683416.687500 Penalty: 4310.558594
	Iteration 110Q: 3 clusters Score -683416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -683423.187500 Penalty: 4310.558594
	Iteration 111Q: 3 clusters Score -683423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -683426.625000 Penalty: 4310.558594
	Iteration 112Q: 3 clusters Score -683426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -683427.000000 Penalty: 4310.558594
	Iteration 113Q: 3 clusters Score -683427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -683427.000000 Penalty: 4310.558594
	Iteration 114F: 3 clusters Score -683427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Entering Unmasked Estep 
Score: -4849151.000000 Penalty: 2636.215088
	Iteration 0F: 2 clusters Score -4849151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4821014.000000 Penalty: 5272.430176
	Iteration 0F: 3 clusters Score -4821014 nChanged 19102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4831987.000000 Penalty: 5272.430176
	Iteration 1F: 3 clusters Score -4831987 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4833265.500000 Penalty: 5272.430176
	Iteration 2F: 3 clusters Score -4833266 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4835272.000000 Penalty: 5272.430176
	Iteration 3F: 3 clusters Score -4835272 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -4837869.000000 Penalty: 5272.430176
	Iteration 4F: 3 clusters Score -4837869 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4840543.000000 Penalty: 5272.430176
	Iteration 5F: 3 clusters Score -4840543 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4842567.000000 Penalty: 5272.430176
	Iteration 6F: 3 clusters Score -4842567 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4843655.000000 Penalty: 5272.430176
	Iteration 7F: 3 clusters Score -4843655 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4844192.000000 Penalty: 5272.430176
	Iteration 8Q: 3 clusters Score -4844192 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4844525.000000 Penalty: 5272.430176
	Iteration 9Q: 3 clusters Score -4844525 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4844691.500000 Penalty: 5272.430176
	Iteration 10Q: 3 clusters Score -4844692 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4844802.000000 Penalty: 5272.430176
	Iteration 11Q: 3 clusters Score -4844802 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4844890.500000 Penalty: 5272.430176
	Iteration 12Q: 3 clusters Score -4844890 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -4844936.500000 Penalty: 5272.430176
	Iteration 13Q: 3 clusters Score -4844936 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4844987.000000 Penalty: 5272.430176
	Iteration 14Q: 3 clusters Score -4844987 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4845024.000000 Penalty: 5272.430176
	Iteration 15Q: 3 clusters Score -4845024 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4845056.500000 Penalty: 5272.430176
	Iteration 16Q: 3 clusters Score -4845056 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4845081.000000 Penalty: 5272.430176
	Iteration 17Q: 3 clusters Score -4845081 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4845124.500000 Penalty: 5272.430176
	Iteration 18Q: 3 clusters Score -4845124 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4845138.000000 Penalty: 5272.430176
	Iteration 19Q: 3 clusters Score -4845138 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4845159.000000 Penalty: 5272.430176
	Iteration 20F: 3 clusters Score -4845159 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4845182.000000 Penalty: 5272.430176
	Iteration 21Q: 3 clusters Score -4845182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -4845195.500000 Penalty: 5272.430176
	Iteration 22Q: 3 clusters Score -4845196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4845194.500000 Penalty: 5272.430176
	Iteration 23Q: 3 clusters Score -4845194 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4845208.000000 Penalty: 5272.430176
	Iteration 24Q: 3 clusters Score -4845208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4845228.500000 Penalty: 5272.430176
	Iteration 25Q: 3 clusters Score -4845228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4845230.500000 Penalty: 5272.430176
	Iteration 26Q: 3 clusters Score -4845230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4845235.000000 Penalty: 5272.430176
	Iteration 27Q: 3 clusters Score -4845235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4845249.000000 Penalty: 5272.430176
	Iteration 28Q: 3 clusters Score -4845249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4845275.500000 Penalty: 5272.430176
	Iteration 29Q: 3 clusters Score -4845276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4845269.000000 Penalty: 5272.430176
	Iteration 30Q: 3 clusters Score -4845269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4845272.000000 Penalty: 5272.430176
	Iteration 31Q: 3 clusters Score -4845272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -4845278.500000 Penalty: 5272.430176
	Iteration 32Q: 3 clusters Score -4845278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4845268.500000 Penalty: 5272.430176
	Iteration 33Q: 3 clusters Score -4845268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4845295.500000 Penalty: 5272.430176
	Iteration 34Q: 3 clusters Score -4845296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4845300.500000 Penalty: 5272.430176
	Iteration 35Q: 3 clusters Score -4845300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4845320.500000 Penalty: 5272.430176
	Iteration 36Q: 3 clusters Score -4845320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4845329.500000 Penalty: 5272.430176
	Iteration 37Q: 3 clusters Score -4845330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -4845324.500000 Penalty: 5272.430176
	Iteration 38Q: 3 clusters Score -4845324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4845325.500000 Penalty: 5272.430176
	Iteration 39Q: 3 clusters Score -4845326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4845351.000000 Penalty: 5272.430176
	Iteration 40F: 3 clusters Score -4845351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4845339.500000 Penalty: 5272.430176
	Iteration 41Q: 3 clusters Score -4845340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4845347.500000 Penalty: 5272.430176
	Iteration 42Q: 3 clusters Score -4845348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -4845350.500000 Penalty: 5272.430176
	Iteration 43Q: 3 clusters Score -4845350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4845363.500000 Penalty: 5272.430176
	Iteration 44Q: 3 clusters Score -4845364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4845376.500000 Penalty: 5272.430176
	Iteration 45Q: 3 clusters Score -4845376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4845375.000000 Penalty: 5272.430176
	Iteration 46Q: 3 clusters Score -4845375 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4845386.500000 Penalty: 5272.430176
	Iteration 47Q: 3 clusters Score -4845386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -4845378.000000 Penalty: 5272.430176
	Iteration 48Q: 3 clusters Score -4845378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -4845374.500000 Penalty: 5272.430176
	Iteration 49Q: 3 clusters Score -4845374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4845380.500000 Penalty: 5272.430176
	Iteration 50Q: 3 clusters Score -4845380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4845377.000000 Penalty: 5272.430176
	Iteration 51Q: 3 clusters Score -4845377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4845381.500000 Penalty: 5272.430176
	Iteration 52Q: 3 clusters Score -4845382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4845389.000000 Penalty: 5272.430176
	Iteration 53Q: 3 clusters Score -4845389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4845381.000000 Penalty: 5272.430176
	Iteration 54Q: 3 clusters Score -4845381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4845389.000000 Penalty: 5272.430176
	Iteration 55Q: 3 clusters Score -4845389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -4845401.000000 Penalty: 5272.430176
	Iteration 56Q: 3 clusters Score -4845401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -4845406.000000 Penalty: 5272.430176
	Iteration 57Q: 3 clusters Score -4845406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4845408.500000 Penalty: 5272.430176
	Iteration 58Q: 3 clusters Score -4845408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4845418.000000 Penalty: 5272.430176
	Iteration 59Q: 3 clusters Score -4845418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4845438.500000 Penalty: 5272.430176
	Iteration 60F: 3 clusters Score -4845438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4845452.000000 Penalty: 5272.430176
	Iteration 61Q: 3 clusters Score -4845452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4845460.000000 Penalty: 5272.430176
	Iteration 62Q: 3 clusters Score -4845460 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4845485.500000 Penalty: 5272.430176
	Iteration 63Q: 3 clusters Score -4845486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4845499.000000 Penalty: 5272.430176
	Iteration 64Q: 3 clusters Score -4845499 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4845494.500000 Penalty: 5272.430176
	Iteration 65Q: 3 clusters Score -4845494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -4845489.000000 Penalty: 5272.430176
	Iteration 66Q: 3 clusters Score -4845489 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4845519.000000 Penalty: 5272.430176
	Iteration 67Q: 3 clusters Score -4845519 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4845541.000000 Penalty: 5272.430176
	Iteration 68Q: 3 clusters Score -4845541 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4845573.000000 Penalty: 5272.430176
	Iteration 69Q: 3 clusters Score -4845573 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4845602.000000 Penalty: 5272.430176
	Iteration 70Q: 3 clusters Score -4845602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4845638.500000 Penalty: 5272.430176
	Iteration 71Q: 3 clusters Score -4845638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4845645.500000 Penalty: 5272.430176
	Iteration 72Q: 3 clusters Score -4845646 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4845688.500000 Penalty: 5272.430176
	Iteration 73Q: 3 clusters Score -4845688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4845731.000000 Penalty: 5272.430176
	Iteration 74Q: 3 clusters Score -4845731 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4845769.000000 Penalty: 5272.430176
	Iteration 75Q: 3 clusters Score -4845769 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4845835.000000 Penalty: 5272.430176
	Iteration 76Q: 3 clusters Score -4845835 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4845893.000000 Penalty: 5272.430176
	Iteration 77Q: 3 clusters Score -4845893 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4845980.500000 Penalty: 5272.430176
	Iteration 78Q: 3 clusters Score -4845980 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4846079.000000 Penalty: 5272.430176
	Iteration 79Q: 3 clusters Score -4846079 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4846169.500000 Penalty: 5272.430176
	Iteration 80F: 3 clusters Score -4846170 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4846291.500000 Penalty: 5272.430176
	Iteration 81Q: 3 clusters Score -4846292 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4846413.500000 Penalty: 5272.430176
	Iteration 82Q: 3 clusters Score -4846414 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -4846574.000000 Penalty: 5272.430176
	Iteration 83Q: 3 clusters Score -4846574 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4846710.500000 Penalty: 5272.430176
	Iteration 84Q: 3 clusters Score -4846710 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 9010 members 
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Mstep: Class 1 contains 34313 members 
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Mstep: Class 1 contains 34533 members 
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Mstep: Class 1 contains 34651 members 
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Mstep: Class 2 contains 6463 members 
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	Iteration 120F: 3 clusters Score -4847921 nChanged 46
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	Iteration 127Q: 3 clusters Score -4847953 nChanged 44
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	Iteration 130Q: 3 clusters Score -4847986 nChanged 33
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	Iteration 135Q: 3 clusters Score -4848008 nChanged 20
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	Iteration 136Q: 3 clusters Score -4848010 nChanged 14
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	Iteration 137Q: 3 clusters Score -4848010 nChanged 16
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	Iteration 139Q: 3 clusters Score -4848013 nChanged 19
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	Iteration 140F: 3 clusters Score -4848018 nChanged 13
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	Iteration 141Q: 3 clusters Score -4848021 nChanged 20
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	Iteration 143Q: 3 clusters Score -4848006 nChanged 16
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	Iteration 144Q: 3 clusters Score -4848010 nChanged 14
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	Iteration 146Q: 3 clusters Score -4848013 nChanged 33
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	Iteration 147Q: 3 clusters Score -4848021 nChanged 23
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	Iteration 148Q: 3 clusters Score -4848011 nChanged 22
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	Iteration 149Q: 3 clusters Score -4848026 nChanged 20
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	Iteration 150Q: 3 clusters Score -4848025 nChanged 16
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	Iteration 151Q: 3 clusters Score -4848032 nChanged 24
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	Iteration 152Q: 3 clusters Score -4848040 nChanged 23
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	Iteration 153Q: 3 clusters Score -4848044 nChanged 27
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	Iteration 154Q: 3 clusters Score -4848036 nChanged 15
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	Iteration 155Q: 3 clusters Score -4848039 nChanged 16
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	Iteration 156Q: 3 clusters Score -4848046 nChanged 16
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	Iteration 157Q: 3 clusters Score -4848052 nChanged 18
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	Iteration 159Q: 3 clusters Score -4848048 nChanged 15
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	Iteration 160F: 3 clusters Score -4848048 nChanged 14
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	Iteration 161Q: 3 clusters Score -4848048 nChanged 11
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	Iteration 162Q: 3 clusters Score -4848051 nChanged 9
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	Iteration 163Q: 3 clusters Score -4848058 nChanged 12
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	Iteration 164Q: 3 clusters Score -4848062 nChanged 15
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	Iteration 165Q: 3 clusters Score -4848068 nChanged 9
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	Iteration 166Q: 3 clusters Score -4848070 nChanged 17
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	Iteration 167Q: 3 clusters Score -4848075 nChanged 9
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	Iteration 168Q: 3 clusters Score -4848086 nChanged 10
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	Iteration 169Q: 3 clusters Score -4848078 nChanged 15
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	Iteration 170Q: 3 clusters Score -4848070 nChanged 16
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	Iteration 171Q: 3 clusters Score -4848075 nChanged 10
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	Iteration 172Q: 3 clusters Score -4848086 nChanged 4
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	Iteration 173Q: 3 clusters Score -4848086 nChanged 5
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	Iteration 174Q: 3 clusters Score -4848084 nChanged 3
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	Iteration 175Q: 3 clusters Score -4848084 nChanged 4
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	Iteration 176Q: 3 clusters Score -4848082 nChanged 1
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	Iteration 177Q: 3 clusters Score -4848082 nChanged 1
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Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4848080.000000 Penalty: 5272.430176
	Iteration 178Q: 3 clusters Score -4848080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4848080.000000 Penalty: 5272.430176
	Iteration 179F: 3 clusters Score -4848080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -1062449.375000 Penalty: 2255.263916
	Iteration 0F: 2 clusters Score -1062449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1055449.250000 Penalty: 4510.527832
	Iteration 0F: 3 clusters Score -1055449 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1057462.375000 Penalty: 4510.527832
	Iteration 1F: 3 clusters Score -1057462 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1057800.000000 Penalty: 4510.527832
	Iteration 2F: 3 clusters Score -1057800 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1058037.125000 Penalty: 4510.527832
	Iteration 3F: 3 clusters Score -1058037 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1058235.750000 Penalty: 4510.527832
	Iteration 4Q: 3 clusters Score -1058236 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1058391.000000 Penalty: 4510.527832
	Iteration 5Q: 3 clusters Score -1058391 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1058533.875000 Penalty: 4510.527832
	Iteration 6Q: 3 clusters Score -1058534 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1058682.500000 Penalty: 4510.527832
	Iteration 7Q: 3 clusters Score -1058682 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1058852.250000 Penalty: 4510.527832
	Iteration 8Q: 3 clusters Score -1058852 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1059006.250000 Penalty: 4510.527832
	Iteration 9Q: 3 clusters Score -1059006 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1059180.500000 Penalty: 4510.527832
	Iteration 10Q: 3 clusters Score -1059180 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1059362.500000 Penalty: 4510.527832
	Iteration 11Q: 3 clusters Score -1059362 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1059536.375000 Penalty: 4510.527832
	Iteration 12Q: 3 clusters Score -1059536 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1059713.750000 Penalty: 4510.527832
	Iteration 13Q: 3 clusters Score -1059714 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1059885.500000 Penalty: 4510.527832
	Iteration 14Q: 3 clusters Score -1059886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1060059.750000 Penalty: 4510.527832
	Iteration 15Q: 3 clusters Score -1060060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1060224.750000 Penalty: 4510.527832
	Iteration 16Q: 3 clusters Score -1060225 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1060360.000000 Penalty: 4510.527832
	Iteration 17Q: 3 clusters Score -1060360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1060453.875000 Penalty: 4510.527832
	Iteration 18Q: 3 clusters Score -1060454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1060531.250000 Penalty: 4510.527832
	Iteration 19Q: 3 clusters Score -1060531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1060576.000000 Penalty: 4510.527832
	Iteration 20F: 3 clusters Score -1060576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1060611.625000 Penalty: 4510.527832
	Iteration 21Q: 3 clusters Score -1060612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1060645.375000 Penalty: 4510.527832
	Iteration 22Q: 3 clusters Score -1060645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1060666.000000 Penalty: 4510.527832
	Iteration 23Q: 3 clusters Score -1060666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1060682.125000 Penalty: 4510.527832
	Iteration 24Q: 3 clusters Score -1060682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1060699.875000 Penalty: 4510.527832
	Iteration 25Q: 3 clusters Score -1060700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1060717.125000 Penalty: 4510.527832
	Iteration 26Q: 3 clusters Score -1060717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1060735.500000 Penalty: 4510.527832
	Iteration 27Q: 3 clusters Score -1060736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1060744.000000 Penalty: 4510.527832
	Iteration 28Q: 3 clusters Score -1060744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1060751.375000 Penalty: 4510.527832
	Iteration 29Q: 3 clusters Score -1060751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1060757.875000 Penalty: 4510.527832
	Iteration 30Q: 3 clusters Score -1060758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1060768.500000 Penalty: 4510.527832
	Iteration 31Q: 3 clusters Score -1060768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1060776.875000 Penalty: 4510.527832
	Iteration 32Q: 3 clusters Score -1060777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1060781.250000 Penalty: 4510.527832
	Iteration 33Q: 3 clusters Score -1060781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1060785.000000 Penalty: 4510.527832
	Iteration 34Q: 3 clusters Score -1060785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1060785.000000 Penalty: 4510.527832
	Iteration 35Q: 3 clusters Score -1060785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1060787.000000 Penalty: 4510.527832
	Iteration 36Q: 3 clusters Score -1060787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1060787.875000 Penalty: 4510.527832
	Iteration 37Q: 3 clusters Score -1060788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1060787.750000 Penalty: 4510.527832
	Iteration 38Q: 3 clusters Score -1060788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1060787.750000 Penalty: 4510.527832
	Iteration 39F: 3 clusters Score -1060788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (173928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Entering Unmasked Estep 
Score: -21651908.000000 Penalty: 2992.466309
	Iteration 0F: 2 clusters Score -2.165191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -21538214.000000 Penalty: 5984.932617
	Iteration 0F: 3 clusters Score -2.153821e+07 nChanged 83340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -21587832.000000 Penalty: 5984.932617
	Iteration 1F: 3 clusters Score -2.158783e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -21589962.000000 Penalty: 5984.932617
	Iteration 2Q: 3 clusters Score -2.158996e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -21592692.000000 Penalty: 5984.932617
	Iteration 3Q: 3 clusters Score -2.159269e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -21596946.000000 Penalty: 5984.932617
	Iteration 4F: 3 clusters Score -2.159695e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -21602456.000000 Penalty: 5984.932617
	Iteration 5F: 3 clusters Score -2.160246e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -21608872.000000 Penalty: 5984.932617
	Iteration 6F: 3 clusters Score -2.160887e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -21615668.000000 Penalty: 5984.932617
	Iteration 7F: 3 clusters Score -2.161567e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134993 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -21622714.000000 Penalty: 5984.932617
	Iteration 8F: 3 clusters Score -2.162271e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144492 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -21629502.000000 Penalty: 5984.932617
	Iteration 9F: 3 clusters Score -2.16295e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -21636008.000000 Penalty: 5984.932617
	Iteration 10F: 3 clusters Score -2.163601e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160889 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -21641062.000000 Penalty: 5984.932617
	Iteration 11Q: 3 clusters Score -2.164106e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -21645232.000000 Penalty: 5984.932617
	Iteration 12Q: 3 clusters Score -2.164523e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -21647228.000000 Penalty: 5984.932617
	Iteration 13Q: 3 clusters Score -2.164723e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171914 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21648368.000000 Penalty: 5984.932617
	Iteration 14Q: 3 clusters Score -2.164837e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172728 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21648838.000000 Penalty: 5984.932617
	Iteration 15Q: 3 clusters Score -2.164884e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173075 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21649120.000000 Penalty: 5984.932617
	Iteration 16Q: 3 clusters Score -2.164912e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173219 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21649224.000000 Penalty: 5984.932617
	Iteration 17Q: 3 clusters Score -2.164922e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21649270.000000 Penalty: 5984.932617
	Iteration 18Q: 3 clusters Score -2.164927e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173360 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21649320.000000 Penalty: 5984.932617
	Iteration 19Q: 3 clusters Score -2.164932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -21649366.000000 Penalty: 5984.932617
	Iteration 20F: 3 clusters Score -2.164937e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173433 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21649402.000000 Penalty: 5984.932617
	Iteration 21Q: 3 clusters Score -2.16494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173447 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21649394.000000 Penalty: 5984.932617
	Iteration 22Q: 3 clusters Score -2.164939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173462 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21649400.000000 Penalty: 5984.932617
	Iteration 23Q: 3 clusters Score -2.16494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -21649414.000000 Penalty: 5984.932617
	Iteration 24Q: 3 clusters Score -2.164941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173488 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21649442.000000 Penalty: 5984.932617
	Iteration 25Q: 3 clusters Score -2.164944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21649446.000000 Penalty: 5984.932617
	Iteration 26Q: 3 clusters Score -2.164945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173501 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21649452.000000 Penalty: 5984.932617
	Iteration 27Q: 3 clusters Score -2.164945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -21649452.000000 Penalty: 5984.932617
	Iteration 28Q: 3 clusters Score -2.164945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173512 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21649460.000000 Penalty: 5984.932617
	Iteration 29Q: 3 clusters Score -2.164946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173518 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21649450.000000 Penalty: 5984.932617
	Iteration 30Q: 3 clusters Score -2.164945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173523 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21649444.000000 Penalty: 5984.932617
	Iteration 31Q: 3 clusters Score -2.164944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173525 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21649450.000000 Penalty: 5984.932617
	Iteration 32Q: 3 clusters Score -2.164945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173525 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21649460.000000 Penalty: 5984.932617
	Iteration 33Q: 3 clusters Score -2.164946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21649456.000000 Penalty: 5984.932617
	Iteration 34Q: 3 clusters Score -2.164946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173525 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21649448.000000 Penalty: 5984.932617
	Iteration 35Q: 3 clusters Score -2.164945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21649452.000000 Penalty: 5984.932617
	Iteration 36Q: 3 clusters Score -2.164945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21649452.000000 Penalty: 5984.932617
	Iteration 37F: 3 clusters Score -2.164945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -795684.500000 Penalty: 2187.789551
	Iteration 0F: 2 clusters Score -795684.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -790024.500000 Penalty: 4375.579102
	Iteration 0F: 3 clusters Score -790024.5 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -791549.062500 Penalty: 4375.579102
	Iteration 1F: 3 clusters Score -791549.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -791838.437500 Penalty: 4375.579102
	Iteration 2F: 3 clusters Score -791838.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -791994.062500 Penalty: 4375.579102
	Iteration 3Q: 3 clusters Score -791994.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -792099.500000 Penalty: 4375.579102
	Iteration 4Q: 3 clusters Score -792099.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -792186.187500 Penalty: 4375.579102
	Iteration 5Q: 3 clusters Score -792186.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -792264.187500 Penalty: 4375.579102
	Iteration 6Q: 3 clusters Score -792264.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -792339.375000 Penalty: 4375.579102
	Iteration 7Q: 3 clusters Score -792339.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -792399.062500 Penalty: 4375.579102
	Iteration 8Q: 3 clusters Score -792399.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -792457.437500 Penalty: 4375.579102
	Iteration 9Q: 3 clusters Score -792457.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -792530.312500 Penalty: 4375.579102
	Iteration 10Q: 3 clusters Score -792530.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -792611.875000 Penalty: 4375.579102
	Iteration 11Q: 3 clusters Score -792611.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -792695.437500 Penalty: 4375.579102
	Iteration 12Q: 3 clusters Score -792695.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -792785.187500 Penalty: 4375.579102
	Iteration 13Q: 3 clusters Score -792785.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -792864.375000 Penalty: 4375.579102
	Iteration 14Q: 3 clusters Score -792864.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -792935.562500 Penalty: 4375.579102
	Iteration 15Q: 3 clusters Score -792935.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -793017.062500 Penalty: 4375.579102
	Iteration 16Q: 3 clusters Score -793017.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -793090.750000 Penalty: 4375.579102
	Iteration 17Q: 3 clusters Score -793090.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -793173.625000 Penalty: 4375.579102
	Iteration 18Q: 3 clusters Score -793173.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -793260.437500 Penalty: 4375.579102
	Iteration 19Q: 3 clusters Score -793260.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -793332.437500 Penalty: 4375.579102
	Iteration 20F: 3 clusters Score -793332.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -793392.125000 Penalty: 4375.579102
	Iteration 21Q: 3 clusters Score -793392.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -793433.437500 Penalty: 4375.579102
	Iteration 22Q: 3 clusters Score -793433.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -793470.750000 Penalty: 4375.579102
	Iteration 23Q: 3 clusters Score -793470.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -793506.437500 Penalty: 4375.579102
	Iteration 24Q: 3 clusters Score -793506.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -793547.500000 Penalty: 4375.579102
	Iteration 25Q: 3 clusters Score -793547.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -793579.125000 Penalty: 4375.579102
	Iteration 26Q: 3 clusters Score -793579.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -793600.875000 Penalty: 4375.579102
	Iteration 27Q: 3 clusters Score -793600.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -793618.687500 Penalty: 4375.579102
	Iteration 28Q: 3 clusters Score -793618.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -793637.375000 Penalty: 4375.579102
	Iteration 29Q: 3 clusters Score -793637.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -793651.125000 Penalty: 4375.579102
	Iteration 30Q: 3 clusters Score -793651.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -793666.625000 Penalty: 4375.579102
	Iteration 31Q: 3 clusters Score -793666.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -793676.750000 Penalty: 4375.579102
	Iteration 32Q: 3 clusters Score -793676.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -793690.937500 Penalty: 4375.579102
	Iteration 33Q: 3 clusters Score -793690.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -793704.687500 Penalty: 4375.579102
	Iteration 34Q: 3 clusters Score -793704.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -793714.625000 Penalty: 4375.579102
	Iteration 35Q: 3 clusters Score -793714.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -793716.000000 Penalty: 4375.579102
	Iteration 36Q: 3 clusters Score -793716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -793720.125000 Penalty: 4375.579102
	Iteration 37Q: 3 clusters Score -793720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -793722.125000 Penalty: 4375.579102
	Iteration 38Q: 3 clusters Score -793722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -793724.187500 Penalty: 4375.579102
	Iteration 39Q: 3 clusters Score -793724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -793726.062500 Penalty: 4375.579102
	Iteration 40F: 3 clusters Score -793726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -793726.687500 Penalty: 4375.579102
	Iteration 41Q: 3 clusters Score -793726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -793727.500000 Penalty: 4375.579102
	Iteration 42Q: 3 clusters Score -793727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -793728.750000 Penalty: 4375.579102
	Iteration 43Q: 3 clusters Score -793728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -793729.812500 Penalty: 4375.579102
	Iteration 44Q: 3 clusters Score -793729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -793731.312500 Penalty: 4375.579102
	Iteration 45Q: 3 clusters Score -793731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -793732.687500 Penalty: 4375.579102
	Iteration 46Q: 3 clusters Score -793732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -793733.625000 Penalty: 4375.579102
	Iteration 47Q: 3 clusters Score -793733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -793733.625000 Penalty: 4375.579102
	Iteration 48F: 3 clusters Score -793733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Entering Unmasked Estep 
Score: -3926734.250000 Penalty: 2573.059326
	Iteration 0F: 2 clusters Score -3926734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3904769.000000 Penalty: 5146.118652
	Iteration 0F: 3 clusters Score -3904769 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3912627.000000 Penalty: 5146.118652
	Iteration 1F: 3 clusters Score -3912627 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3913116.750000 Penalty: 5146.118652
	Iteration 2Q: 3 clusters Score -3913117 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3913582.500000 Penalty: 5146.118652
	Iteration 3Q: 3 clusters Score -3913582 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3914045.500000 Penalty: 5146.118652
	Iteration 4Q: 3 clusters Score -3914046 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3914543.500000 Penalty: 5146.118652
	Iteration 5Q: 3 clusters Score -3914544 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3915111.500000 Penalty: 5146.118652
	Iteration 6Q: 3 clusters Score -3915112 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3915740.750000 Penalty: 5146.118652
	Iteration 7Q: 3 clusters Score -3915741 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3916410.000000 Penalty: 5146.118652
	Iteration 8Q: 3 clusters Score -3916410 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3917130.000000 Penalty: 5146.118652
	Iteration 9Q: 3 clusters Score -3917130 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3918041.250000 Penalty: 5146.118652
	Iteration 10Q: 3 clusters Score -3918041 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3919016.750000 Penalty: 5146.118652
	Iteration 11Q: 3 clusters Score -3919017 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3920161.000000 Penalty: 5146.118652
	Iteration 12F: 3 clusters Score -3920161 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3921362.500000 Penalty: 5146.118652
	Iteration 13Q: 3 clusters Score -3921362 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3922606.250000 Penalty: 5146.118652
	Iteration 14Q: 3 clusters Score -3922606 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3923728.000000 Penalty: 5146.118652
	Iteration 15Q: 3 clusters Score -3923728 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3924591.750000 Penalty: 5146.118652
	Iteration 16Q: 3 clusters Score -3924592 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3925176.000000 Penalty: 5146.118652
	Iteration 17Q: 3 clusters Score -3925176 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3925649.500000 Penalty: 5146.118652
	Iteration 18Q: 3 clusters Score -3925650 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3925906.250000 Penalty: 5146.118652
	Iteration 19Q: 3 clusters Score -3925906 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3926090.500000 Penalty: 5146.118652
	Iteration 20F: 3 clusters Score -3926090 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3926174.500000 Penalty: 5146.118652
	Iteration 21Q: 3 clusters Score -3926174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3926238.250000 Penalty: 5146.118652
	Iteration 22Q: 3 clusters Score -3926238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3926296.000000 Penalty: 5146.118652
	Iteration 23Q: 3 clusters Score -3926296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3926321.500000 Penalty: 5146.118652
	Iteration 24Q: 3 clusters Score -3926322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3926334.250000 Penalty: 5146.118652
	Iteration 25Q: 3 clusters Score -3926334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3926357.500000 Penalty: 5146.118652
	Iteration 26Q: 3 clusters Score -3926358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3926364.250000 Penalty: 5146.118652
	Iteration 27Q: 3 clusters Score -3926364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3926375.750000 Penalty: 5146.118652
	Iteration 28Q: 3 clusters Score -3926376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3926369.750000 Penalty: 5146.118652
	Iteration 29Q: 3 clusters Score -3926370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3926385.500000 Penalty: 5146.118652
	Iteration 30Q: 3 clusters Score -3926386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3926392.750000 Penalty: 5146.118652
	Iteration 31Q: 3 clusters Score -3926393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3926411.500000 Penalty: 5146.118652
	Iteration 32Q: 3 clusters Score -3926412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3926414.500000 Penalty: 5146.118652
	Iteration 33Q: 3 clusters Score -3926414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3926404.500000 Penalty: 5146.118652
	Iteration 34Q: 3 clusters Score -3926404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3926406.750000 Penalty: 5146.118652
	Iteration 35Q: 3 clusters Score -3926407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3926410.500000 Penalty: 5146.118652
	Iteration 36Q: 3 clusters Score -3926410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3926410.250000 Penalty: 5146.118652
	Iteration 37Q: 3 clusters Score -3926410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3926412.000000 Penalty: 5146.118652
	Iteration 38Q: 3 clusters Score -3926412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3926412.000000 Penalty: 5146.118652
	Iteration 39Q: 3 clusters Score -3926412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3926407.250000 Penalty: 5146.118652
	Iteration 40F: 3 clusters Score -3926407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3926404.250000 Penalty: 5146.118652
	Iteration 41Q: 3 clusters Score -3926404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3926401.500000 Penalty: 5146.118652
	Iteration 42Q: 3 clusters Score -3926402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3926411.750000 Penalty: 5146.118652
	Iteration 43Q: 3 clusters Score -3926412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3926408.500000 Penalty: 5146.118652
	Iteration 44Q: 3 clusters Score -3926408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3926408.000000 Penalty: 5146.118652
	Iteration 45Q: 3 clusters Score -3926408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3926402.250000 Penalty: 5146.118652
	Iteration 46Q: 3 clusters Score -3926402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3926405.250000 Penalty: 5146.118652
	Iteration 47Q: 3 clusters Score -3926405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3926411.750000 Penalty: 5146.118652
	Iteration 48Q: 3 clusters Score -3926412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3926420.000000 Penalty: 5146.118652
	Iteration 49Q: 3 clusters Score -3926420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3926412.000000 Penalty: 5146.118652
	Iteration 50Q: 3 clusters Score -3926412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3926415.250000 Penalty: 5146.118652
	Iteration 51Q: 3 clusters Score -3926415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3926413.750000 Penalty: 5146.118652
	Iteration 52Q: 3 clusters Score -3926414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3926408.000000 Penalty: 5146.118652
	Iteration 53Q: 3 clusters Score -3926408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3926411.750000 Penalty: 5146.118652
	Iteration 54Q: 3 clusters Score -3926412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3926412.500000 Penalty: 5146.118652
	Iteration 55Q: 3 clusters Score -3926412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3926411.000000 Penalty: 5146.118652
	Iteration 56Q: 3 clusters Score -3926411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3926414.000000 Penalty: 5146.118652
	Iteration 57Q: 3 clusters Score -3926414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3926416.750000 Penalty: 5146.118652
	Iteration 58Q: 3 clusters Score -3926417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3926418.500000 Penalty: 5146.118652
	Iteration 59Q: 3 clusters Score -3926418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3926416.250000 Penalty: 5146.118652
	Iteration 60F: 3 clusters Score -3926416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Entering Unmasked Estep 
Score: -2531504.750000 Penalty: 2465.015381
	Iteration 0F: 2 clusters Score -2531505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2517052.500000 Penalty: 4930.030762
	Iteration 0F: 3 clusters Score -2517052 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2522020.000000 Penalty: 4930.030762
	Iteration 1F: 3 clusters Score -2522020 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2522574.500000 Penalty: 4930.030762
	Iteration 2F: 3 clusters Score -2522574 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2523187.750000 Penalty: 4930.030762
	Iteration 3F: 3 clusters Score -2523188 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2523973.250000 Penalty: 4930.030762
	Iteration 4F: 3 clusters Score -2523973 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2525072.500000 Penalty: 4930.030762
	Iteration 5F: 3 clusters Score -2525072 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2526393.750000 Penalty: 4930.030762
	Iteration 6F: 3 clusters Score -2526394 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2527627.750000 Penalty: 4930.030762
	Iteration 7F: 3 clusters Score -2527628 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2528460.500000 Penalty: 4930.030762
	Iteration 8F: 3 clusters Score -2528460 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2528940.000000 Penalty: 4930.030762
	Iteration 9Q: 3 clusters Score -2528940 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2529268.250000 Penalty: 4930.030762
	Iteration 10Q: 3 clusters Score -2529268 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2529492.250000 Penalty: 4930.030762
	Iteration 11Q: 3 clusters Score -2529492 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2529655.250000 Penalty: 4930.030762
	Iteration 12Q: 3 clusters Score -2529655 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2529740.250000 Penalty: 4930.030762
	Iteration 13Q: 3 clusters Score -2529740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2529801.750000 Penalty: 4930.030762
	Iteration 14Q: 3 clusters Score -2529802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2529854.000000 Penalty: 4930.030762
	Iteration 15Q: 3 clusters Score -2529854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2529882.250000 Penalty: 4930.030762
	Iteration 16Q: 3 clusters Score -2529882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2529900.250000 Penalty: 4930.030762
	Iteration 17Q: 3 clusters Score -2529900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2529911.750000 Penalty: 4930.030762
	Iteration 18Q: 3 clusters Score -2529912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2529925.500000 Penalty: 4930.030762
	Iteration 19Q: 3 clusters Score -2529926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2529937.250000 Penalty: 4930.030762
	Iteration 20F: 3 clusters Score -2529937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2529935.750000 Penalty: 4930.030762
	Iteration 21Q: 3 clusters Score -2529936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2529935.750000 Penalty: 4930.030762
	Iteration 22Q: 3 clusters Score -2529936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2529945.000000 Penalty: 4930.030762
	Iteration 23Q: 3 clusters Score -2529945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2529954.000000 Penalty: 4930.030762
	Iteration 24Q: 3 clusters Score -2529954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2529957.250000 Penalty: 4930.030762
	Iteration 25Q: 3 clusters Score -2529957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2529958.250000 Penalty: 4930.030762
	Iteration 26Q: 3 clusters Score -2529958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2529966.000000 Penalty: 4930.030762
	Iteration 27Q: 3 clusters Score -2529966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2529961.750000 Penalty: 4930.030762
	Iteration 28Q: 3 clusters Score -2529962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2529963.500000 Penalty: 4930.030762
	Iteration 29Q: 3 clusters Score -2529964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2529966.500000 Penalty: 4930.030762
	Iteration 30Q: 3 clusters Score -2529966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2529968.000000 Penalty: 4930.030762
	Iteration 31Q: 3 clusters Score -2529968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2529970.500000 Penalty: 4930.030762
	Iteration 32Q: 3 clusters Score -2529970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2529971.750000 Penalty: 4930.030762
	Iteration 33Q: 3 clusters Score -2529972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2529973.000000 Penalty: 4930.030762
	Iteration 34Q: 3 clusters Score -2529973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2529978.000000 Penalty: 4930.030762
	Iteration 35Q: 3 clusters Score -2529978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2529978.000000 Penalty: 4930.030762
	Iteration 36F: 3 clusters Score -2529978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Entering Unmasked Estep 
Score: -3613965.000000 Penalty: 2551.542480
	Iteration 0F: 2 clusters Score -3613965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3593758.000000 Penalty: 5103.084961
	Iteration 0F: 3 clusters Score -3593758 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3601009.250000 Penalty: 5103.084961
	Iteration 1F: 3 clusters Score -3601009 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3601694.250000 Penalty: 5103.084961
	Iteration 2F: 3 clusters Score -3601694 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3602397.250000 Penalty: 5103.084961
	Iteration 3F: 3 clusters Score -3602397 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3603230.000000 Penalty: 5103.084961
	Iteration 4F: 3 clusters Score -3603230 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3604366.500000 Penalty: 5103.084961
	Iteration 5F: 3 clusters Score -3604366 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3605890.250000 Penalty: 5103.084961
	Iteration 6F: 3 clusters Score -3605890 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3607682.500000 Penalty: 5103.084961
	Iteration 7F: 3 clusters Score -3607682 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3609417.250000 Penalty: 5103.084961
	Iteration 8F: 3 clusters Score -3609417 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3610548.250000 Penalty: 5103.084961
	Iteration 9Q: 3 clusters Score -3610548 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3611158.250000 Penalty: 5103.084961
	Iteration 10Q: 3 clusters Score -3611158 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3611464.500000 Penalty: 5103.084961
	Iteration 11Q: 3 clusters Score -3611464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3611577.000000 Penalty: 5103.084961
	Iteration 12Q: 3 clusters Score -3611577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3611656.250000 Penalty: 5103.084961
	Iteration 13Q: 3 clusters Score -3611656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3611697.000000 Penalty: 5103.084961
	Iteration 14Q: 3 clusters Score -3611697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3611734.000000 Penalty: 5103.084961
	Iteration 15Q: 3 clusters Score -3611734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3611753.000000 Penalty: 5103.084961
	Iteration 16Q: 3 clusters Score -3611753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3611770.750000 Penalty: 5103.084961
	Iteration 17Q: 3 clusters Score -3611771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3611793.000000 Penalty: 5103.084961
	Iteration 18Q: 3 clusters Score -3611793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3611803.250000 Penalty: 5103.084961
	Iteration 19Q: 3 clusters Score -3611803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3611810.000000 Penalty: 5103.084961
	Iteration 20F: 3 clusters Score -3611810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3611811.000000 Penalty: 5103.084961
	Iteration 21Q: 3 clusters Score -3611811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3611811.000000 Penalty: 5103.084961
	Iteration 22F: 3 clusters Score -3611811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Entering Unmasked Estep 
Score: -5569813.000000 Penalty: 2668.223633
	Iteration 0F: 2 clusters Score -5569813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5538316.500000 Penalty: 5336.447266
	Iteration 0F: 3 clusters Score -5538316 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5550757.000000 Penalty: 5336.447266
	Iteration 1F: 3 clusters Score -5550757 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5551910.500000 Penalty: 5336.447266
	Iteration 2F: 3 clusters Score -5551910 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5553395.500000 Penalty: 5336.447266
	Iteration 3F: 3 clusters Score -5553396 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5555078.500000 Penalty: 5336.447266
	Iteration 4F: 3 clusters Score -5555078 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5557025.000000 Penalty: 5336.447266
	Iteration 5F: 3 clusters Score -5557025 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -5559074.500000 Penalty: 5336.447266
	Iteration 6F: 3 clusters Score -5559074 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -5560947.000000 Penalty: 5336.447266
	Iteration 7F: 3 clusters Score -5560947 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5562536.000000 Penalty: 5336.447266
	Iteration 8F: 3 clusters Score -5562536 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -5563985.500000 Penalty: 5336.447266
	Iteration 9Q: 3 clusters Score -5563986 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5565341.500000 Penalty: 5336.447266
	Iteration 10Q: 3 clusters Score -5565342 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -5566605.500000 Penalty: 5336.447266
	Iteration 11Q: 3 clusters Score -5566606 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5567317.500000 Penalty: 5336.447266
	Iteration 12Q: 3 clusters Score -5567318 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -5567655.500000 Penalty: 5336.447266
	Iteration 13Q: 3 clusters Score -5567656 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5567854.000000 Penalty: 5336.447266
	Iteration 14Q: 3 clusters Score -5567854 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -5567964.000000 Penalty: 5336.447266
	Iteration 15Q: 3 clusters Score -5567964 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -5568070.000000 Penalty: 5336.447266
	Iteration 16Q: 3 clusters Score -5568070 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5568195.000000 Penalty: 5336.447266
	Iteration 17Q: 3 clusters Score -5568195 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5568255.000000 Penalty: 5336.447266
	Iteration 18Q: 3 clusters Score -5568255 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5568283.000000 Penalty: 5336.447266
	Iteration 19Q: 3 clusters Score -5568283 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5568365.000000 Penalty: 5336.447266
	Iteration 20F: 3 clusters Score -5568365 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -5568433.000000 Penalty: 5336.447266
	Iteration 21Q: 3 clusters Score -5568433 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5568479.500000 Penalty: 5336.447266
	Iteration 22Q: 3 clusters Score -5568480 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5568529.000000 Penalty: 5336.447266
	Iteration 23Q: 3 clusters Score -5568529 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5568580.000000 Penalty: 5336.447266
	Iteration 24Q: 3 clusters Score -5568580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5568605.500000 Penalty: 5336.447266
	Iteration 25Q: 3 clusters Score -5568606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5568642.000000 Penalty: 5336.447266
	Iteration 26Q: 3 clusters Score -5568642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5568669.000000 Penalty: 5336.447266
	Iteration 27Q: 3 clusters Score -5568669 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -5568682.500000 Penalty: 5336.447266
	Iteration 28Q: 3 clusters Score -5568682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5568683.000000 Penalty: 5336.447266
	Iteration 29Q: 3 clusters Score -5568683 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5568711.000000 Penalty: 5336.447266
	Iteration 30Q: 3 clusters Score -5568711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5568742.500000 Penalty: 5336.447266
	Iteration 31Q: 3 clusters Score -5568742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5568748.000000 Penalty: 5336.447266
	Iteration 32Q: 3 clusters Score -5568748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -5568746.500000 Penalty: 5336.447266
	Iteration 33Q: 3 clusters Score -5568746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5568753.000000 Penalty: 5336.447266
	Iteration 34Q: 3 clusters Score -5568753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -5568784.500000 Penalty: 5336.447266
	Iteration 35Q: 3 clusters Score -5568784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -5568791.000000 Penalty: 5336.447266
	Iteration 36Q: 3 clusters Score -5568791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5568785.000000 Penalty: 5336.447266
	Iteration 37Q: 3 clusters Score -5568785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5568798.000000 Penalty: 5336.447266
	Iteration 38Q: 3 clusters Score -5568798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5568809.500000 Penalty: 5336.447266
	Iteration 39Q: 3 clusters Score -5568810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5568826.000000 Penalty: 5336.447266
	Iteration 40F: 3 clusters Score -5568826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -5568815.000000 Penalty: 5336.447266
	Iteration 41Q: 3 clusters Score -5568815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -5568815.500000 Penalty: 5336.447266
	Iteration 42Q: 3 clusters Score -5568816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -5568820.500000 Penalty: 5336.447266
	Iteration 43Q: 3 clusters Score -5568820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -5568819.000000 Penalty: 5336.447266
	Iteration 44Q: 3 clusters Score -5568819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5568818.000000 Penalty: 5336.447266
	Iteration 45Q: 3 clusters Score -5568818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -5568822.000000 Penalty: 5336.447266
	Iteration 46Q: 3 clusters Score -5568822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5568817.500000 Penalty: 5336.447266
	Iteration 47Q: 3 clusters Score -5568818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5568820.000000 Penalty: 5336.447266
	Iteration 48Q: 3 clusters Score -5568820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -5568815.000000 Penalty: 5336.447266
	Iteration 49Q: 3 clusters Score -5568815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5568809.500000 Penalty: 5336.447266
	Iteration 50Q: 3 clusters Score -5568810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -5568805.500000 Penalty: 5336.447266
	Iteration 51Q: 3 clusters Score -5568806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -5568811.000000 Penalty: 5336.447266
	Iteration 52Q: 3 clusters Score -5568811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -5568808.500000 Penalty: 5336.447266
	Iteration 53Q: 3 clusters Score -5568808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5568817.500000 Penalty: 5336.447266
	Iteration 54Q: 3 clusters Score -5568818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5568835.500000 Penalty: 5336.447266
	Iteration 55Q: 3 clusters Score -5568836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5568838.000000 Penalty: 5336.447266
	Iteration 56Q: 3 clusters Score -5568838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5568834.000000 Penalty: 5336.447266
	Iteration 57Q: 3 clusters Score -5568834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5568840.500000 Penalty: 5336.447266
	Iteration 58Q: 3 clusters Score -5568840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -5568840.000000 Penalty: 5336.447266
	Iteration 59Q: 3 clusters Score -5568840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5568838.500000 Penalty: 5336.447266
	Iteration 60F: 3 clusters Score -5568838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5568839.500000 Penalty: 5336.447266
	Iteration 61Q: 3 clusters Score -5568840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5568843.000000 Penalty: 5336.447266
	Iteration 62Q: 3 clusters Score -5568843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -5568837.000000 Penalty: 5336.447266
	Iteration 63Q: 3 clusters Score -5568837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5568846.500000 Penalty: 5336.447266
	Iteration 64Q: 3 clusters Score -5568846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -5568853.000000 Penalty: 5336.447266
	Iteration 65Q: 3 clusters Score -5568853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -5568845.500000 Penalty: 5336.447266
	Iteration 66Q: 3 clusters Score -5568846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5568843.000000 Penalty: 5336.447266
	Iteration 67Q: 3 clusters Score -5568843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5568845.000000 Penalty: 5336.447266
	Iteration 68Q: 3 clusters Score -5568845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5568846.000000 Penalty: 5336.447266
	Iteration 69Q: 3 clusters Score -5568846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5568849.000000 Penalty: 5336.447266
	Iteration 70Q: 3 clusters Score -5568849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5568843.500000 Penalty: 5336.447266
	Iteration 71Q: 3 clusters Score -5568844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5568853.000000 Penalty: 5336.447266
	Iteration 72Q: 3 clusters Score -5568853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5568851.500000 Penalty: 5336.447266
	Iteration 73Q: 3 clusters Score -5568852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -5568844.000000 Penalty: 5336.447266
	Iteration 74Q: 3 clusters Score -5568844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -5568842.500000 Penalty: 5336.447266
	Iteration 75Q: 3 clusters Score -5568842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5568846.000000 Penalty: 5336.447266
	Iteration 76Q: 3 clusters Score -5568846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -5568841.500000 Penalty: 5336.447266
	Iteration 77Q: 3 clusters Score -5568842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -5568841.500000 Penalty: 5336.447266
	Iteration 78F: 3 clusters Score -5568842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -219506.453125 Penalty: 1889.569946
	Iteration 0F: 2 clusters Score -219506.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -216911.968750 Penalty: 3779.139893
	Iteration 0F: 3 clusters Score -216912 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217639.500000 Penalty: 3779.139893
	Iteration 1F: 3 clusters Score -217639.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -218049.390625 Penalty: 3779.139893
	Iteration 2F: 3 clusters Score -218049.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -218601.609375 Penalty: 3779.139893
	Iteration 3F: 3 clusters Score -218601.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -219330.812500 Penalty: 3779.139893
	Iteration 4F: 3 clusters Score -219330.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -219781.125000 Penalty: 3779.139893
	Iteration 5F: 3 clusters Score -219781.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -220189.937500 Penalty: 3779.139893
	Iteration 6F: 3 clusters Score -220189.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220559.000000 Penalty: 3779.139893
	Iteration 7Q: 3 clusters Score -220559 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220897.281250 Penalty: 3779.139893
	Iteration 8Q: 3 clusters Score -220897.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -221123.828125 Penalty: 3779.139893
	Iteration 9Q: 3 clusters Score -221123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221146.609375 Penalty: 3779.139893
	Iteration 10Q: 3 clusters Score -221146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -221158.578125 Penalty: 3779.139893
	Iteration 11Q: 3 clusters Score -221158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221162.953125 Penalty: 3779.139893
	Iteration 12Q: 3 clusters Score -221163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -221165.312500 Penalty: 3779.139893
	Iteration 13Q: 3 clusters Score -221165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -221166.328125 Penalty: 3779.139893
	Iteration 14Q: 3 clusters Score -221166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -221166.890625 Penalty: 3779.139893
	Iteration 15Q: 3 clusters Score -221166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -221166.890625 Penalty: 3779.139893
	Iteration 16F: 3 clusters Score -221166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 170252 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 53777 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 41353 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 173928 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 20735 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 47050 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 17 contains 170772 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 720 members 
Mstep: Class 21 contains 171519 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6763 members 
Entering Unmasked Estep 
Score: -124218896.000000 Penalty: 89308.210938
Splitting cluster 15 changes total score from -124218928.000000 to -124218896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -884840.187500 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -884840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -878888.000000 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -878888 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -880632.937500 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -880632.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -880976.500000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -880976.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -881253.500000 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -881253.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -881438.000000 Penalty: 4419.583496
	Iteration 4Q: 3 clusters Score -881438 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -881601.000000 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -881601 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -881731.875000 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -881731.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -881828.875000 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -881828.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -881925.687500 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -881925.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -882010.250000 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -882010.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -882071.187500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -882071.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -882122.437500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -882122.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -882157.312500 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -882157.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -882201.750000 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -882201.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -882242.812500 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -882242.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -882275.125000 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -882275.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -882314.250000 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -882314.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -882347.062500 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -882347.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -882380.000000 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -882380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -882412.687500 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -882412.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -882452.562500 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -882452.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -882482.625000 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -882482.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -882516.625000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -882516.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -882549.250000 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -882549.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -882583.750000 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -882583.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -882612.687500 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -882612.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -882640.562500 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -882640.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -882656.375000 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -882656.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -882670.250000 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -882670.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -882683.187500 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -882683.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -882698.562500 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -882698.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -882712.875000 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -882712.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -882737.875000 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -882737.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -882757.750000 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -882757.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -882770.437500 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -882770.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -882782.750000 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -882782.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -882787.750000 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -882787.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -882796.562500 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -882796.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -882796.937500 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -882796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -882801.250000 Penalty: 4419.583496
	Iteration 39Q: 3 clusters Score -882801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -882806.687500 Penalty: 4419.583496
	Iteration 40F: 3 clusters Score -882806.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -882813.125000 Penalty: 4419.583496
	Iteration 41Q: 3 clusters Score -882813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -882816.812500 Penalty: 4419.583496
	Iteration 42Q: 3 clusters Score -882816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -882820.937500 Penalty: 4419.583496
	Iteration 43Q: 3 clusters Score -882820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -882824.125000 Penalty: 4419.583496
	Iteration 44Q: 3 clusters Score -882824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -882824.812500 Penalty: 4419.583496
	Iteration 45Q: 3 clusters Score -882824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -882827.187500 Penalty: 4419.583496
	Iteration 46Q: 3 clusters Score -882827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -882826.812500 Penalty: 4419.583496
	Iteration 47Q: 3 clusters Score -882826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -882827.312500 Penalty: 4419.583496
	Iteration 48Q: 3 clusters Score -882827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -882826.750000 Penalty: 4419.583496
	Iteration 49Q: 3 clusters Score -882826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -882826.750000 Penalty: 4419.583496
	Iteration 50F: 3 clusters Score -882826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170772 members 
Entering Unmasked Estep 
Score: -20795026.000000 Penalty: 2987.924805
	Iteration 0F: 2 clusters Score -2.079503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -20682462.000000 Penalty: 5975.849609
	Iteration 0F: 3 clusters Score -2.068246e+07 nChanged 81959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -20729828.000000 Penalty: 5975.849609
	Iteration 1F: 3 clusters Score -2.072983e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -20731540.000000 Penalty: 5975.849609
	Iteration 2Q: 3 clusters Score -2.073154e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -20734354.000000 Penalty: 5975.849609
	Iteration 3Q: 3 clusters Score -2.073435e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -20739732.000000 Penalty: 5975.849609
	Iteration 4F: 3 clusters Score -2.073973e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -20748816.000000 Penalty: 5975.849609
	Iteration 5F: 3 clusters Score -2.074882e+07 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 131988 members 
Entering Unmasked Estep 
Score: -20760616.000000 Penalty: 5975.849609
	Iteration 6F: 3 clusters Score -2.076062e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -20772518.000000 Penalty: 5975.849609
	Iteration 7F: 3 clusters Score -2.077252e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 154306 members 
Entering Unmasked Estep 
Score: -20780928.000000 Penalty: 5975.849609
	Iteration 8F: 3 clusters Score -2.078093e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 161058 members 
Entering Unmasked Estep 
Score: -20786170.000000 Penalty: 5975.849609
	Iteration 9Q: 3 clusters Score -2.078617e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -20789262.000000 Penalty: 5975.849609
	Iteration 10Q: 3 clusters Score -2.078926e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -20790794.000000 Penalty: 5975.849609
	Iteration 11Q: 3 clusters Score -2.079079e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -20791624.000000 Penalty: 5975.849609
	Iteration 12Q: 3 clusters Score -2.079162e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 169063 members 
Entering Unmasked Estep 
Score: -20792044.000000 Penalty: 5975.849609
	Iteration 13Q: 3 clusters Score -2.079204e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -20792336.000000 Penalty: 5975.849609
	Iteration 14Q: 3 clusters Score -2.079234e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -20792452.000000 Penalty: 5975.849609
	Iteration 15Q: 3 clusters Score -2.079245e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 169599 members 
Entering Unmasked Estep 
Score: -20792660.000000 Penalty: 5975.849609
	Iteration 16Q: 3 clusters Score -2.079266e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -20792762.000000 Penalty: 5975.849609
	Iteration 17Q: 3 clusters Score -2.079276e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 169652 members 
Entering Unmasked Estep 
Score: -20792824.000000 Penalty: 5975.849609
	Iteration 18Q: 3 clusters Score -2.079282e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -20792884.000000 Penalty: 5975.849609
	Iteration 19Q: 3 clusters Score -2.079288e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -20792900.000000 Penalty: 5975.849609
	Iteration 20F: 3 clusters Score -2.07929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -20792922.000000 Penalty: 5975.849609
	Iteration 21Q: 3 clusters Score -2.079292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 169629 members 
Entering Unmasked Estep 
Score: -20792918.000000 Penalty: 5975.849609
	Iteration 22Q: 3 clusters Score -2.079292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 169629 members 
Entering Unmasked Estep 
Score: -20792950.000000 Penalty: 5975.849609
	Iteration 23Q: 3 clusters Score -2.079295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -20792950.000000 Penalty: 5975.849609
	Iteration 24Q: 3 clusters Score -2.079295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -20792966.000000 Penalty: 5975.849609
	Iteration 25Q: 3 clusters Score -2.079297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 169642 members 
Entering Unmasked Estep 
Score: -20792982.000000 Penalty: 5975.849609
	Iteration 26Q: 3 clusters Score -2.079298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -20792956.000000 Penalty: 5975.849609
	Iteration 27Q: 3 clusters Score -2.079296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 169652 members 
Entering Unmasked Estep 
Score: -20792952.000000 Penalty: 5975.849609
	Iteration 28Q: 3 clusters Score -2.079295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -20792966.000000 Penalty: 5975.849609
	Iteration 29Q: 3 clusters Score -2.079297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 169646 members 
Entering Unmasked Estep 
Score: -20792952.000000 Penalty: 5975.849609
	Iteration 30Q: 3 clusters Score -2.079295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 169646 members 
Entering Unmasked Estep 
Score: -20792970.000000 Penalty: 5975.849609
	Iteration 31Q: 3 clusters Score -2.079297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -20792982.000000 Penalty: 5975.849609
	Iteration 32Q: 3 clusters Score -2.079298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 169645 members 
Entering Unmasked Estep 
Score: -20793002.000000 Penalty: 5975.849609
	Iteration 33Q: 3 clusters Score -2.0793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 169644 members 
Entering Unmasked Estep 
Score: -20792994.000000 Penalty: 5975.849609
	Iteration 34Q: 3 clusters Score -2.079299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -20793002.000000 Penalty: 5975.849609
	Iteration 35Q: 3 clusters Score -2.0793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -20792990.000000 Penalty: 5975.849609
	Iteration 36Q: 3 clusters Score -2.079299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -20793000.000000 Penalty: 5975.849609
	Iteration 37Q: 3 clusters Score -2.0793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -20792988.000000 Penalty: 5975.849609
	Iteration 38Q: 3 clusters Score -2.079299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -20792984.000000 Penalty: 5975.849609
	Iteration 39Q: 3 clusters Score -2.079298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -20792998.000000 Penalty: 5975.849609
	Iteration 40F: 3 clusters Score -2.0793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -20793016.000000 Penalty: 5975.849609
	Iteration 41Q: 3 clusters Score -2.079302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -20793000.000000 Penalty: 5975.849609
	Iteration 42Q: 3 clusters Score -2.0793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -20792992.000000 Penalty: 5975.849609
	Iteration 43Q: 3 clusters Score -2.079299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -20793008.000000 Penalty: 5975.849609
	Iteration 44Q: 3 clusters Score -2.079301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -20792996.000000 Penalty: 5975.849609
	Iteration 45Q: 3 clusters Score -2.0793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -20793010.000000 Penalty: 5975.849609
	Iteration 46Q: 3 clusters Score -2.079301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -20793002.000000 Penalty: 5975.849609
	Iteration 47Q: 3 clusters Score -2.0793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -20792988.000000 Penalty: 5975.849609
	Iteration 48Q: 3 clusters Score -2.079299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -20792994.000000 Penalty: 5975.849609
	Iteration 49Q: 3 clusters Score -2.079299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -20792992.000000 Penalty: 5975.849609
	Iteration 50Q: 3 clusters Score -2.079299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -20792992.000000 Penalty: 5975.849609
	Iteration 51F: 3 clusters Score -2.079299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Entering Unmasked Estep 
Score: -1229059.500000 Penalty: 2285.598633
	Iteration 0F: 2 clusters Score -1229060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1221352.250000 Penalty: 4571.197266
	Iteration 0F: 3 clusters Score -1221352 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1223456.500000 Penalty: 4571.197266
	Iteration 1F: 3 clusters Score -1223456 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1223777.000000 Penalty: 4571.197266
	Iteration 2F: 3 clusters Score -1223777 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1224016.125000 Penalty: 4571.197266
	Iteration 3F: 3 clusters Score -1224016 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1224247.625000 Penalty: 4571.197266
	Iteration 4Q: 3 clusters Score -1224248 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1224495.500000 Penalty: 4571.197266
	Iteration 5Q: 3 clusters Score -1224496 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1224799.125000 Penalty: 4571.197266
	Iteration 6F: 3 clusters Score -1224799 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1225140.500000 Penalty: 4571.197266
	Iteration 7F: 3 clusters Score -1225140 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1225566.250000 Penalty: 4571.197266
	Iteration 8F: 3 clusters Score -1225566 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1226072.625000 Penalty: 4571.197266
	Iteration 9F: 3 clusters Score -1226073 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1226507.500000 Penalty: 4571.197266
	Iteration 10F: 3 clusters Score -1226508 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1226791.375000 Penalty: 4571.197266
	Iteration 11Q: 3 clusters Score -1226791 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1226995.250000 Penalty: 4571.197266
	Iteration 12Q: 3 clusters Score -1226995 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1227131.375000 Penalty: 4571.197266
	Iteration 13Q: 3 clusters Score -1227131 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1227222.500000 Penalty: 4571.197266
	Iteration 14Q: 3 clusters Score -1227222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1227288.875000 Penalty: 4571.197266
	Iteration 15Q: 3 clusters Score -1227289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1227332.250000 Penalty: 4571.197266
	Iteration 16Q: 3 clusters Score -1227332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1227363.375000 Penalty: 4571.197266
	Iteration 17Q: 3 clusters Score -1227363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1227389.250000 Penalty: 4571.197266
	Iteration 18Q: 3 clusters Score -1227389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1227407.500000 Penalty: 4571.197266
	Iteration 19Q: 3 clusters Score -1227408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1227425.375000 Penalty: 4571.197266
	Iteration 20F: 3 clusters Score -1227425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1227444.125000 Penalty: 4571.197266
	Iteration 21Q: 3 clusters Score -1227444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1227451.750000 Penalty: 4571.197266
	Iteration 22Q: 3 clusters Score -1227452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1227462.500000 Penalty: 4571.197266
	Iteration 23Q: 3 clusters Score -1227462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1227469.125000 Penalty: 4571.197266
	Iteration 24Q: 3 clusters Score -1227469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1227476.125000 Penalty: 4571.197266
	Iteration 25Q: 3 clusters Score -1227476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1227481.875000 Penalty: 4571.197266
	Iteration 26Q: 3 clusters Score -1227482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1227484.750000 Penalty: 4571.197266
	Iteration 27Q: 3 clusters Score -1227485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1227486.500000 Penalty: 4571.197266
	Iteration 28Q: 3 clusters Score -1227486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1227490.375000 Penalty: 4571.197266
	Iteration 29Q: 3 clusters Score -1227490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1227492.125000 Penalty: 4571.197266
	Iteration 30Q: 3 clusters Score -1227492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1227491.625000 Penalty: 4571.197266
	Iteration 31Q: 3 clusters Score -1227492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1227493.625000 Penalty: 4571.197266
	Iteration 32Q: 3 clusters Score -1227494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1227493.875000 Penalty: 4571.197266
	Iteration 33Q: 3 clusters Score -1227494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1227500.375000 Penalty: 4571.197266
	Iteration 34Q: 3 clusters Score -1227500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1227503.250000 Penalty: 4571.197266
	Iteration 35Q: 3 clusters Score -1227503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1227507.250000 Penalty: 4571.197266
	Iteration 36Q: 3 clusters Score -1227507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1227510.500000 Penalty: 4571.197266
	Iteration 37Q: 3 clusters Score -1227510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1227512.625000 Penalty: 4571.197266
	Iteration 38Q: 3 clusters Score -1227513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1227513.000000 Penalty: 4571.197266
	Iteration 39Q: 3 clusters Score -1227513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1227514.375000 Penalty: 4571.197266
	Iteration 40F: 3 clusters Score -1227514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1227516.000000 Penalty: 4571.197266
	Iteration 41Q: 3 clusters Score -1227516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1227516.125000 Penalty: 4571.197266
	Iteration 42Q: 3 clusters Score -1227516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1227519.250000 Penalty: 4571.197266
	Iteration 43Q: 3 clusters Score -1227519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1227517.625000 Penalty: 4571.197266
	Iteration 44Q: 3 clusters Score -1227518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1227517.625000 Penalty: 4571.197266
	Iteration 45F: 3 clusters Score -1227518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Entering Unmasked Estep 
Score: -862162.250000 Penalty: 2200.237793
	Iteration 0F: 2 clusters Score -862162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -856342.187500 Penalty: 4400.475586
	Iteration 0F: 3 clusters Score -856342.2 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -857858.250000 Penalty: 4400.475586
	Iteration 1F: 3 clusters Score -857858.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -858111.562500 Penalty: 4400.475586
	Iteration 2F: 3 clusters Score -858111.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -858271.312500 Penalty: 4400.475586
	Iteration 3Q: 3 clusters Score -858271.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -858373.750000 Penalty: 4400.475586
	Iteration 4Q: 3 clusters Score -858373.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -858439.500000 Penalty: 4400.475586
	Iteration 5Q: 3 clusters Score -858439.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -858499.750000 Penalty: 4400.475586
	Iteration 6Q: 3 clusters Score -858499.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -858555.125000 Penalty: 4400.475586
	Iteration 7Q: 3 clusters Score -858555.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -858612.375000 Penalty: 4400.475586
	Iteration 8Q: 3 clusters Score -858612.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -858664.812500 Penalty: 4400.475586
	Iteration 9Q: 3 clusters Score -858664.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -858716.000000 Penalty: 4400.475586
	Iteration 10Q: 3 clusters Score -858716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -858770.000000 Penalty: 4400.475586
	Iteration 11Q: 3 clusters Score -858770 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -858826.687500 Penalty: 4400.475586
	Iteration 12Q: 3 clusters Score -858826.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -858912.437500 Penalty: 4400.475586
	Iteration 13Q: 3 clusters Score -858912.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -859018.312500 Penalty: 4400.475586
	Iteration 14Q: 3 clusters Score -859018.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -859146.625000 Penalty: 4400.475586
	Iteration 15Q: 3 clusters Score -859146.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -859299.375000 Penalty: 4400.475586
	Iteration 16Q: 3 clusters Score -859299.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -859480.625000 Penalty: 4400.475586
	Iteration 17Q: 3 clusters Score -859480.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -859682.000000 Penalty: 4400.475586
	Iteration 18Q: 3 clusters Score -859682 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -859872.500000 Penalty: 4400.475586
	Iteration 19Q: 3 clusters Score -859872.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -860048.687500 Penalty: 4400.475586
	Iteration 20F: 3 clusters Score -860048.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -860182.750000 Penalty: 4400.475586
	Iteration 21Q: 3 clusters Score -860182.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -860276.875000 Penalty: 4400.475586
	Iteration 22Q: 3 clusters Score -860276.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -860347.187500 Penalty: 4400.475586
	Iteration 23Q: 3 clusters Score -860347.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -860407.000000 Penalty: 4400.475586
	Iteration 24Q: 3 clusters Score -860407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -860461.062500 Penalty: 4400.475586
	Iteration 25Q: 3 clusters Score -860461.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -860509.750000 Penalty: 4400.475586
	Iteration 26Q: 3 clusters Score -860509.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -860559.687500 Penalty: 4400.475586
	Iteration 27Q: 3 clusters Score -860559.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -860606.437500 Penalty: 4400.475586
	Iteration 28Q: 3 clusters Score -860606.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -860647.375000 Penalty: 4400.475586
	Iteration 29Q: 3 clusters Score -860647.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -860675.000000 Penalty: 4400.475586
	Iteration 30Q: 3 clusters Score -860675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -860703.625000 Penalty: 4400.475586
	Iteration 31Q: 3 clusters Score -860703.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -860729.000000 Penalty: 4400.475586
	Iteration 32Q: 3 clusters Score -860729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -860749.125000 Penalty: 4400.475586
	Iteration 33Q: 3 clusters Score -860749.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -860766.312500 Penalty: 4400.475586
	Iteration 34Q: 3 clusters Score -860766.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -860778.375000 Penalty: 4400.475586
	Iteration 35Q: 3 clusters Score -860778.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -860792.312500 Penalty: 4400.475586
	Iteration 36Q: 3 clusters Score -860792.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -860807.125000 Penalty: 4400.475586
	Iteration 37Q: 3 clusters Score -860807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -860821.562500 Penalty: 4400.475586
	Iteration 38Q: 3 clusters Score -860821.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -860832.312500 Penalty: 4400.475586
	Iteration 39Q: 3 clusters Score -860832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -860839.437500 Penalty: 4400.475586
	Iteration 40F: 3 clusters Score -860839.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -860848.750000 Penalty: 4400.475586
	Iteration 41Q: 3 clusters Score -860848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -860857.625000 Penalty: 4400.475586
	Iteration 42Q: 3 clusters Score -860857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -860864.500000 Penalty: 4400.475586
	Iteration 43Q: 3 clusters Score -860864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -860866.562500 Penalty: 4400.475586
	Iteration 44Q: 3 clusters Score -860866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -860866.875000 Penalty: 4400.475586
	Iteration 45Q: 3 clusters Score -860866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -860869.187500 Penalty: 4400.475586
	Iteration 46Q: 3 clusters Score -860869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -860873.312500 Penalty: 4400.475586
	Iteration 47Q: 3 clusters Score -860873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -860873.000000 Penalty: 4400.475586
	Iteration 48Q: 3 clusters Score -860873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -860875.812500 Penalty: 4400.475586
	Iteration 49Q: 3 clusters Score -860875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -860874.687500 Penalty: 4400.475586
	Iteration 50Q: 3 clusters Score -860874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -860877.250000 Penalty: 4400.475586
	Iteration 51Q: 3 clusters Score -860877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -860878.500000 Penalty: 4400.475586
	Iteration 52Q: 3 clusters Score -860878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -860879.312500 Penalty: 4400.475586
	Iteration 53Q: 3 clusters Score -860879.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -860880.000000 Penalty: 4400.475586
	Iteration 54Q: 3 clusters Score -860880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -860880.750000 Penalty: 4400.475586
	Iteration 55Q: 3 clusters Score -860880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -860880.750000 Penalty: 4400.475586
	Iteration 56F: 3 clusters Score -860880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171519 members 
Entering Unmasked Estep 
Score: -21250614.000000 Penalty: 2989.007324
	Iteration 0F: 2 clusters Score -2.125061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -21137090.000000 Penalty: 5978.014648
	Iteration 0F: 3 clusters Score -2.113709e+07 nChanged 82540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -21185776.000000 Penalty: 5978.014648
	Iteration 1F: 3 clusters Score -2.118578e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -21187136.000000 Penalty: 5978.014648
	Iteration 2Q: 3 clusters Score -2.118714e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -21188942.000000 Penalty: 5978.014648
	Iteration 3Q: 3 clusters Score -2.118894e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -21191566.000000 Penalty: 5978.014648
	Iteration 4Q: 3 clusters Score -2.119157e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -21195190.000000 Penalty: 5978.014648
	Iteration 5Q: 3 clusters Score -2.119519e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -21200428.000000 Penalty: 5978.014648
	Iteration 6F: 3 clusters Score -2.120043e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -21207654.000000 Penalty: 5978.014648
	Iteration 7F: 3 clusters Score -2.120765e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -21216008.000000 Penalty: 5978.014648
	Iteration 8F: 3 clusters Score -2.121601e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -21223668.000000 Penalty: 5978.014648
	Iteration 9F: 3 clusters Score -2.122367e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -21228504.000000 Penalty: 5978.014648
	Iteration 10F: 3 clusters Score -2.12285e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -21230906.000000 Penalty: 5978.014648
	Iteration 11Q: 3 clusters Score -2.123091e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 129966 members 
Entering Unmasked Estep 
Score: -21232448.000000 Penalty: 5978.014648
	Iteration 12Q: 3 clusters Score -2.123245e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -21233584.000000 Penalty: 5978.014648
	Iteration 13Q: 3 clusters Score -2.123358e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -21234910.000000 Penalty: 5978.014648
	Iteration 14Q: 3 clusters Score -2.123491e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -21236214.000000 Penalty: 5978.014648
	Iteration 15Q: 3 clusters Score -2.123621e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 141431 members 
Entering Unmasked Estep 
Score: -21237492.000000 Penalty: 5978.014648
	Iteration 16Q: 3 clusters Score -2.123749e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 144174 members 
Entering Unmasked Estep 
Score: -21238830.000000 Penalty: 5978.014648
	Iteration 17Q: 3 clusters Score -2.123883e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 146884 members 
Entering Unmasked Estep 
Score: -21240172.000000 Penalty: 5978.014648
	Iteration 18Q: 3 clusters Score -2.124017e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 149448 members 
Entering Unmasked Estep 
Score: -21241228.000000 Penalty: 5978.014648
	Iteration 19Q: 3 clusters Score -2.124123e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -21242328.000000 Penalty: 5978.014648
	Iteration 20F: 3 clusters Score -2.124233e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -21243242.000000 Penalty: 5978.014648
	Iteration 21Q: 3 clusters Score -2.124324e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 156014 members 
Entering Unmasked Estep 
Score: -21244092.000000 Penalty: 5978.014648
	Iteration 22Q: 3 clusters Score -2.124409e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -21244826.000000 Penalty: 5978.014648
	Iteration 23Q: 3 clusters Score -2.124483e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 159500 members 
Entering Unmasked Estep 
Score: -21245380.000000 Penalty: 5978.014648
	Iteration 24Q: 3 clusters Score -2.124538e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 160960 members 
Entering Unmasked Estep 
Score: -21245792.000000 Penalty: 5978.014648
	Iteration 25Q: 3 clusters Score -2.124579e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -21246322.000000 Penalty: 5978.014648
	Iteration 26Q: 3 clusters Score -2.124632e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 163457 members 
Entering Unmasked Estep 
Score: -21246716.000000 Penalty: 5978.014648
	Iteration 27Q: 3 clusters Score -2.124672e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 164415 members 
Entering Unmasked Estep 
Score: -21247024.000000 Penalty: 5978.014648
	Iteration 28Q: 3 clusters Score -2.124702e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -21247196.000000 Penalty: 5978.014648
	Iteration 29Q: 3 clusters Score -2.12472e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -21247448.000000 Penalty: 5978.014648
	Iteration 30Q: 3 clusters Score -2.124745e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -21247616.000000 Penalty: 5978.014648
	Iteration 31Q: 3 clusters Score -2.124762e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 167151 members 
Entering Unmasked Estep 
Score: -21247706.000000 Penalty: 5978.014648
	Iteration 32Q: 3 clusters Score -2.124771e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -21247816.000000 Penalty: 5978.014648
	Iteration 33Q: 3 clusters Score -2.124782e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 167996 members 
Entering Unmasked Estep 
Score: -21247924.000000 Penalty: 5978.014648
	Iteration 34Q: 3 clusters Score -2.124792e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -21248044.000000 Penalty: 5978.014648
	Iteration 35Q: 3 clusters Score -2.124804e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 168593 members 
Entering Unmasked Estep 
Score: -21248090.000000 Penalty: 5978.014648
	Iteration 36Q: 3 clusters Score -2.124809e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -21248176.000000 Penalty: 5978.014648
	Iteration 37Q: 3 clusters Score -2.124818e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -21248266.000000 Penalty: 5978.014648
	Iteration 38Q: 3 clusters Score -2.124827e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 169195 members 
Entering Unmasked Estep 
Score: -21248274.000000 Penalty: 5978.014648
	Iteration 39Q: 3 clusters Score -2.124827e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 169324 members 
Entering Unmasked Estep 
Score: -21248330.000000 Penalty: 5978.014648
	Iteration 40F: 3 clusters Score -2.124833e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 169414 members 
Entering Unmasked Estep 
Score: -21248312.000000 Penalty: 5978.014648
	Iteration 41Q: 3 clusters Score -2.124831e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 169515 members 
Entering Unmasked Estep 
Score: -21248310.000000 Penalty: 5978.014648
	Iteration 42Q: 3 clusters Score -2.124831e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -21248350.000000 Penalty: 5978.014648
	Iteration 43Q: 3 clusters Score -2.124835e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -21248376.000000 Penalty: 5978.014648
	Iteration 44Q: 3 clusters Score -2.124838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 169728 members 
Entering Unmasked Estep 
Score: -21248362.000000 Penalty: 5978.014648
	Iteration 45Q: 3 clusters Score -2.124836e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -21248372.000000 Penalty: 5978.014648
	Iteration 46Q: 3 clusters Score -2.124837e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -21248404.000000 Penalty: 5978.014648
	Iteration 47Q: 3 clusters Score -2.12484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -21248422.000000 Penalty: 5978.014648
	Iteration 48Q: 3 clusters Score -2.124842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -21248442.000000 Penalty: 5978.014648
	Iteration 49Q: 3 clusters Score -2.124844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -21248434.000000 Penalty: 5978.014648
	Iteration 50Q: 3 clusters Score -2.124843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -21248410.000000 Penalty: 5978.014648
	Iteration 51Q: 3 clusters Score -2.124841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 169893 members 
Entering Unmasked Estep 
Score: -21248432.000000 Penalty: 5978.014648
	Iteration 52Q: 3 clusters Score -2.124843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 169906 members 
Entering Unmasked Estep 
Score: -21248418.000000 Penalty: 5978.014648
	Iteration 53Q: 3 clusters Score -2.124842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -21248444.000000 Penalty: 5978.014648
	Iteration 54Q: 3 clusters Score -2.124844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -21248438.000000 Penalty: 5978.014648
	Iteration 55Q: 3 clusters Score -2.124844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 169948 members 
Entering Unmasked Estep 
Score: -21248426.000000 Penalty: 5978.014648
	Iteration 56Q: 3 clusters Score -2.124843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 169958 members 
Entering Unmasked Estep 
Score: -21248418.000000 Penalty: 5978.014648
	Iteration 57Q: 3 clusters Score -2.124842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -21248422.000000 Penalty: 5978.014648
	Iteration 58Q: 3 clusters Score -2.124842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -21248408.000000 Penalty: 5978.014648
	Iteration 59Q: 3 clusters Score -2.124841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -21248430.000000 Penalty: 5978.014648
	Iteration 60F: 3 clusters Score -2.124843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 170010 members 
Entering Unmasked Estep 
Score: -21248410.000000 Penalty: 5978.014648
	Iteration 61Q: 3 clusters Score -2.124841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -21248420.000000 Penalty: 5978.014648
	Iteration 62Q: 3 clusters Score -2.124842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -21248430.000000 Penalty: 5978.014648
	Iteration 63Q: 3 clusters Score -2.124843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -21248424.000000 Penalty: 5978.014648
	Iteration 64Q: 3 clusters Score -2.124842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -21248428.000000 Penalty: 5978.014648
	Iteration 65Q: 3 clusters Score -2.124843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 170062 members 
Entering Unmasked Estep 
Score: -21248426.000000 Penalty: 5978.014648
	Iteration 66Q: 3 clusters Score -2.124843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 170073 members 
Entering Unmasked Estep 
Score: -21248432.000000 Penalty: 5978.014648
	Iteration 67Q: 3 clusters Score -2.124843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 170079 members 
Entering Unmasked Estep 
Score: -21248422.000000 Penalty: 5978.014648
	Iteration 68Q: 3 clusters Score -2.124842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -21248456.000000 Penalty: 5978.014648
	Iteration 69Q: 3 clusters Score -2.124846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -21248448.000000 Penalty: 5978.014648
	Iteration 70Q: 3 clusters Score -2.124845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 170112 members 
Entering Unmasked Estep 
Score: -21248436.000000 Penalty: 5978.014648
	Iteration 71Q: 3 clusters Score -2.124844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -21248434.000000 Penalty: 5978.014648
	Iteration 72Q: 3 clusters Score -2.124843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 170131 members 
Entering Unmasked Estep 
Score: -21248440.000000 Penalty: 5978.014648
	Iteration 73Q: 3 clusters Score -2.124844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -21248460.000000 Penalty: 5978.014648
	Iteration 74Q: 3 clusters Score -2.124846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -21248454.000000 Penalty: 5978.014648
	Iteration 75Q: 3 clusters Score -2.124845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 170150 members 
Entering Unmasked Estep 
Score: -21248448.000000 Penalty: 5978.014648
	Iteration 76Q: 3 clusters Score -2.124845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -21248464.000000 Penalty: 5978.014648
	Iteration 77Q: 3 clusters Score -2.124846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -21248470.000000 Penalty: 5978.014648
	Iteration 78Q: 3 clusters Score -2.124847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -21248460.000000 Penalty: 5978.014648
	Iteration 79Q: 3 clusters Score -2.124846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -21248466.000000 Penalty: 5978.014648
	Iteration 80F: 3 clusters Score -2.124847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Entering Unmasked Estep 
Score: -3755656.750000 Penalty: 2565.279541
	Iteration 0F: 2 clusters Score -3755657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3734406.000000 Penalty: 5130.559082
	Iteration 0F: 3 clusters Score -3734406 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3742567.250000 Penalty: 5130.559082
	Iteration 1F: 3 clusters Score -3742567 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3743481.000000 Penalty: 5130.559082
	Iteration 2F: 3 clusters Score -3743481 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3744494.250000 Penalty: 5130.559082
	Iteration 3F: 3 clusters Score -3744494 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3745482.750000 Penalty: 5130.559082
	Iteration 4F: 3 clusters Score -3745483 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3746458.000000 Penalty: 5130.559082
	Iteration 5F: 3 clusters Score -3746458 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3747486.000000 Penalty: 5130.559082
	Iteration 6F: 3 clusters Score -3747486 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3748376.000000 Penalty: 5130.559082
	Iteration 7F: 3 clusters Score -3748376 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3749299.750000 Penalty: 5130.559082
	Iteration 8Q: 3 clusters Score -3749300 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3750190.000000 Penalty: 5130.559082
	Iteration 9Q: 3 clusters Score -3750190 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3751161.500000 Penalty: 5130.559082
	Iteration 10Q: 3 clusters Score -3751162 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3751994.250000 Penalty: 5130.559082
	Iteration 11Q: 3 clusters Score -3751994 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3752579.000000 Penalty: 5130.559082
	Iteration 12Q: 3 clusters Score -3752579 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3752901.000000 Penalty: 5130.559082
	Iteration 13Q: 3 clusters Score -3752901 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3753050.000000 Penalty: 5130.559082
	Iteration 14Q: 3 clusters Score -3753050 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3753126.750000 Penalty: 5130.559082
	Iteration 15Q: 3 clusters Score -3753127 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3753187.750000 Penalty: 5130.559082
	Iteration 16Q: 3 clusters Score -3753188 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3753228.000000 Penalty: 5130.559082
	Iteration 17Q: 3 clusters Score -3753228 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3753261.750000 Penalty: 5130.559082
	Iteration 18Q: 3 clusters Score -3753262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3753291.000000 Penalty: 5130.559082
	Iteration 19Q: 3 clusters Score -3753291 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3753311.000000 Penalty: 5130.559082
	Iteration 20F: 3 clusters Score -3753311 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3753324.500000 Penalty: 5130.559082
	Iteration 21Q: 3 clusters Score -3753324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3753344.000000 Penalty: 5130.559082
	Iteration 22Q: 3 clusters Score -3753344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3753352.250000 Penalty: 5130.559082
	Iteration 23Q: 3 clusters Score -3753352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3753344.000000 Penalty: 5130.559082
	Iteration 24Q: 3 clusters Score -3753344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3753347.750000 Penalty: 5130.559082
	Iteration 25Q: 3 clusters Score -3753348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3753353.000000 Penalty: 5130.559082
	Iteration 26Q: 3 clusters Score -3753353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3753371.750000 Penalty: 5130.559082
	Iteration 27Q: 3 clusters Score -3753372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3753377.750000 Penalty: 5130.559082
	Iteration 28Q: 3 clusters Score -3753378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3753375.750000 Penalty: 5130.559082
	Iteration 29Q: 3 clusters Score -3753376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3753373.250000 Penalty: 5130.559082
	Iteration 30Q: 3 clusters Score -3753373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3753368.000000 Penalty: 5130.559082
	Iteration 31Q: 3 clusters Score -3753368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3753364.750000 Penalty: 5130.559082
	Iteration 32Q: 3 clusters Score -3753365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3753370.250000 Penalty: 5130.559082
	Iteration 33Q: 3 clusters Score -3753370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3753368.000000 Penalty: 5130.559082
	Iteration 34Q: 3 clusters Score -3753368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3753364.750000 Penalty: 5130.559082
	Iteration 35Q: 3 clusters Score -3753365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3753381.000000 Penalty: 5130.559082
	Iteration 36Q: 3 clusters Score -3753381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3753386.750000 Penalty: 5130.559082
	Iteration 37Q: 3 clusters Score -3753387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3753390.750000 Penalty: 5130.559082
	Iteration 38Q: 3 clusters Score -3753391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3753396.500000 Penalty: 5130.559082
	Iteration 39Q: 3 clusters Score -3753396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3753403.250000 Penalty: 5130.559082
	Iteration 40F: 3 clusters Score -3753403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3753409.750000 Penalty: 5130.559082
	Iteration 41Q: 3 clusters Score -3753410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3753406.250000 Penalty: 5130.559082
	Iteration 42Q: 3 clusters Score -3753406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3753416.750000 Penalty: 5130.559082
	Iteration 43Q: 3 clusters Score -3753417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3753422.250000 Penalty: 5130.559082
	Iteration 44Q: 3 clusters Score -3753422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3753418.500000 Penalty: 5130.559082
	Iteration 45Q: 3 clusters Score -3753418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3753420.000000 Penalty: 5130.559082
	Iteration 46Q: 3 clusters Score -3753420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3753425.250000 Penalty: 5130.559082
	Iteration 47Q: 3 clusters Score -3753425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3753431.500000 Penalty: 5130.559082
	Iteration 48Q: 3 clusters Score -3753432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3753451.750000 Penalty: 5130.559082
	Iteration 49Q: 3 clusters Score -3753452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3753457.500000 Penalty: 5130.559082
	Iteration 50Q: 3 clusters Score -3753458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3753467.750000 Penalty: 5130.559082
	Iteration 51Q: 3 clusters Score -3753468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3753461.250000 Penalty: 5130.559082
	Iteration 52Q: 3 clusters Score -3753461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3753475.000000 Penalty: 5130.559082
	Iteration 53Q: 3 clusters Score -3753475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3753495.500000 Penalty: 5130.559082
	Iteration 54Q: 3 clusters Score -3753496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3753495.750000 Penalty: 5130.559082
	Iteration 55Q: 3 clusters Score -3753496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3753496.250000 Penalty: 5130.559082
	Iteration 56Q: 3 clusters Score -3753496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3753514.000000 Penalty: 5130.559082
	Iteration 57Q: 3 clusters Score -3753514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3753534.500000 Penalty: 5130.559082
	Iteration 58Q: 3 clusters Score -3753534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3753549.000000 Penalty: 5130.559082
	Iteration 59Q: 3 clusters Score -3753549 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3753565.000000 Penalty: 5130.559082
	Iteration 60F: 3 clusters Score -3753565 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3753599.000000 Penalty: 5130.559082
	Iteration 61Q: 3 clusters Score -3753599 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3753623.000000 Penalty: 5130.559082
	Iteration 62Q: 3 clusters Score -3753623 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3753673.750000 Penalty: 5130.559082
	Iteration 63Q: 3 clusters Score -3753674 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3753724.250000 Penalty: 5130.559082
	Iteration 64Q: 3 clusters Score -3753724 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3753774.500000 Penalty: 5130.559082
	Iteration 65Q: 3 clusters Score -3753774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3753834.250000 Penalty: 5130.559082
	Iteration 66Q: 3 clusters Score -3753834 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3753894.750000 Penalty: 5130.559082
	Iteration 67Q: 3 clusters Score -3753895 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3753995.750000 Penalty: 5130.559082
	Iteration 68Q: 3 clusters Score -3753996 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3754090.000000 Penalty: 5130.559082
	Iteration 69Q: 3 clusters Score -3754090 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3754194.500000 Penalty: 5130.559082
	Iteration 70Q: 3 clusters Score -3754194 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3754297.750000 Penalty: 5130.559082
	Iteration 71Q: 3 clusters Score -3754298 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3754410.750000 Penalty: 5130.559082
	Iteration 72Q: 3 clusters Score -3754411 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3754492.250000 Penalty: 5130.559082
	Iteration 73Q: 3 clusters Score -3754492 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3754558.250000 Penalty: 5130.559082
	Iteration 74Q: 3 clusters Score -3754558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3754642.000000 Penalty: 5130.559082
	Iteration 75Q: 3 clusters Score -3754642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3754699.500000 Penalty: 5130.559082
	Iteration 76Q: 3 clusters Score -3754700 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3754759.000000 Penalty: 5130.559082
	Iteration 77Q: 3 clusters Score -3754759 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3754818.500000 Penalty: 5130.559082
	Iteration 78Q: 3 clusters Score -3754818 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -3754879.000000 Penalty: 5130.559082
	Iteration 79Q: 3 clusters Score -3754879 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3754943.000000 Penalty: 5130.559082
	Iteration 80F: 3 clusters Score -3754943 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3755001.250000 Penalty: 5130.559082
	Iteration 81Q: 3 clusters Score -3755001 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3755041.000000 Penalty: 5130.559082
	Iteration 82Q: 3 clusters Score -3755041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3755092.000000 Penalty: 5130.559082
	Iteration 83Q: 3 clusters Score -3755092 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3755152.250000 Penalty: 5130.559082
	Iteration 84Q: 3 clusters Score -3755152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3755200.250000 Penalty: 5130.559082
	Iteration 85Q: 3 clusters Score -3755200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3755234.000000 Penalty: 5130.559082
	Iteration 86Q: 3 clusters Score -3755234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3755266.750000 Penalty: 5130.559082
	Iteration 87Q: 3 clusters Score -3755267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3755279.000000 Penalty: 5130.559082
	Iteration 88Q: 3 clusters Score -3755279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3755298.500000 Penalty: 5130.559082
	Iteration 89Q: 3 clusters Score -3755298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3755306.000000 Penalty: 5130.559082
	Iteration 90Q: 3 clusters Score -3755306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3755309.250000 Penalty: 5130.559082
	Iteration 91Q: 3 clusters Score -3755309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3755312.500000 Penalty: 5130.559082
	Iteration 92Q: 3 clusters Score -3755312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3755313.500000 Penalty: 5130.559082
	Iteration 93Q: 3 clusters Score -3755314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3755319.000000 Penalty: 5130.559082
	Iteration 94Q: 3 clusters Score -3755319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3755315.500000 Penalty: 5130.559082
	Iteration 95Q: 3 clusters Score -3755316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3755314.750000 Penalty: 5130.559082
	Iteration 96Q: 3 clusters Score -3755315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3755314.750000 Penalty: 5130.559082
	Iteration 97F: 3 clusters Score -3755315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -643226.562500 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -643226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -638475.500000 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -638475.5 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -639634.000000 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -639634 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -639847.562500 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -639847.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -640031.000000 Penalty: 4255.297363
	Iteration 3F: 3 clusters Score -640031 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -640151.750000 Penalty: 4255.297363
	Iteration 4Q: 3 clusters Score -640151.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -640238.062500 Penalty: 4255.297363
	Iteration 5Q: 3 clusters Score -640238.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -640303.687500 Penalty: 4255.297363
	Iteration 6Q: 3 clusters Score -640303.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -640356.875000 Penalty: 4255.297363
	Iteration 7Q: 3 clusters Score -640356.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -640411.625000 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -640411.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -640466.937500 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -640466.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -640519.687500 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -640519.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -640576.312500 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -640576.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -640634.000000 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -640634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -640694.750000 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -640694.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -640768.312500 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -640768.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -640846.687500 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -640846.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -640920.500000 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -640920.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -640988.562500 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -640988.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -641051.375000 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -641051.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -641110.750000 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -641110.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -641159.250000 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -641159.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -641200.625000 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -641200.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -641233.250000 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -641233.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -641258.500000 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -641258.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -641281.000000 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -641281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -641298.812500 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -641298.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -641316.125000 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -641316.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -641329.937500 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -641329.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -641337.875000 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -641337.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -641346.750000 Penalty: 4255.297363
	Iteration 29Q: 3 clusters Score -641346.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -641355.500000 Penalty: 4255.297363
	Iteration 30Q: 3 clusters Score -641355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -641359.687500 Penalty: 4255.297363
	Iteration 31Q: 3 clusters Score -641359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -641362.187500 Penalty: 4255.297363
	Iteration 32Q: 3 clusters Score -641362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -641363.437500 Penalty: 4255.297363
	Iteration 33Q: 3 clusters Score -641363.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -641363.437500 Penalty: 4255.297363
	Iteration 34F: 3 clusters Score -641363.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -302861.687500 Penalty: 1953.029541
	Iteration 0F: 2 clusters Score -302861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -299864.625000 Penalty: 3906.059082
	Iteration 0F: 3 clusters Score -299864.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -300495.937500 Penalty: 3906.059082
	Iteration 1F: 3 clusters Score -300495.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -300729.562500 Penalty: 3906.059082
	Iteration 2F: 3 clusters Score -300729.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -300928.062500 Penalty: 3906.059082
	Iteration 3F: 3 clusters Score -300928.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -301083.562500 Penalty: 3906.059082
	Iteration 4F: 3 clusters Score -301083.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -301212.250000 Penalty: 3906.059082
	Iteration 5Q: 3 clusters Score -301212.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -301334.812500 Penalty: 3906.059082
	Iteration 6Q: 3 clusters Score -301334.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -301444.125000 Penalty: 3906.059082
	Iteration 7Q: 3 clusters Score -301444.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -301512.843750 Penalty: 3906.059082
	Iteration 8Q: 3 clusters Score -301512.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -301567.562500 Penalty: 3906.059082
	Iteration 9Q: 3 clusters Score -301567.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -301604.687500 Penalty: 3906.059082
	Iteration 10Q: 3 clusters Score -301604.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -301629.000000 Penalty: 3906.059082
	Iteration 11Q: 3 clusters Score -301629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -301646.281250 Penalty: 3906.059082
	Iteration 12Q: 3 clusters Score -301646.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -301675.062500 Penalty: 3906.059082
	Iteration 13Q: 3 clusters Score -301675.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -301693.906250 Penalty: 3906.059082
	Iteration 14Q: 3 clusters Score -301693.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -301702.406250 Penalty: 3906.059082
	Iteration 15Q: 3 clusters Score -301702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -301708.250000 Penalty: 3906.059082
	Iteration 16Q: 3 clusters Score -301708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -301718.718750 Penalty: 3906.059082
	Iteration 17Q: 3 clusters Score -301718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -301726.000000 Penalty: 3906.059082
	Iteration 18Q: 3 clusters Score -301726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -301731.343750 Penalty: 3906.059082
	Iteration 19Q: 3 clusters Score -301731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -301736.500000 Penalty: 3906.059082
	Iteration 20F: 3 clusters Score -301736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -301740.937500 Penalty: 3906.059082
	Iteration 21Q: 3 clusters Score -301740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -301744.500000 Penalty: 3906.059082
	Iteration 22Q: 3 clusters Score -301744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -301746.437500 Penalty: 3906.059082
	Iteration 23Q: 3 clusters Score -301746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -301748.750000 Penalty: 3906.059082
	Iteration 24Q: 3 clusters Score -301748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -301749.500000 Penalty: 3906.059082
	Iteration 25Q: 3 clusters Score -301749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -301750.937500 Penalty: 3906.059082
	Iteration 26Q: 3 clusters Score -301750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -301751.187500 Penalty: 3906.059082
	Iteration 27Q: 3 clusters Score -301751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -301752.062500 Penalty: 3906.059082
	Iteration 28Q: 3 clusters Score -301752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -301754.375000 Penalty: 3906.059082
	Iteration 29Q: 3 clusters Score -301754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -301754.375000 Penalty: 3906.059082
	Iteration 30F: 3 clusters Score -301754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -66058.148438 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -66058.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64581.984375 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -64581.98 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -65326.320312 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -65326.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65763.945312 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -65763.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66154.867188 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -66154.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66408.296875 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -66408.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66538.617188 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -66538.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66738.671875 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -66738.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66967.976562 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -66967.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67044.250000 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -67044.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67058.765625 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -67058.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67062.265625 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -67062.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67063.531250 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -67063.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67070.820312 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -67070.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67070.820312 Penalty: 3255.672363
	Iteration 13F: 3 clusters Score -67070.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 170252 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 53777 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 41353 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 173928 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 20735 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 47050 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 17 contains 170772 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 171519 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 6763 members 
Entering Unmasked Estep 
Score: -124217832.000000 Penalty: 89308.210938
Splitting cluster 25 changes total score from -124218928.000000 to -124217832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -822765.562500 Penalty: 2187.166992
	Iteration 0F: 2 clusters Score -822765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -817181.062500 Penalty: 4374.333984
	Iteration 0F: 3 clusters Score -817181.1 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -818627.500000 Penalty: 4374.333984
	Iteration 1F: 3 clusters Score -818627.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -818819.187500 Penalty: 4374.333984
	Iteration 2F: 3 clusters Score -818819.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -818939.812500 Penalty: 4374.333984
	Iteration 3Q: 3 clusters Score -818939.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -819048.125000 Penalty: 4374.333984
	Iteration 4Q: 3 clusters Score -819048.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -819155.625000 Penalty: 4374.333984
	Iteration 5Q: 3 clusters Score -819155.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -819252.000000 Penalty: 4374.333984
	Iteration 6Q: 3 clusters Score -819252 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -819350.187500 Penalty: 4374.333984
	Iteration 7Q: 3 clusters Score -819350.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -819445.062500 Penalty: 4374.333984
	Iteration 8Q: 3 clusters Score -819445.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -819548.062500 Penalty: 4374.333984
	Iteration 9Q: 3 clusters Score -819548.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -819655.625000 Penalty: 4374.333984
	Iteration 10Q: 3 clusters Score -819655.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -819794.937500 Penalty: 4374.333984
	Iteration 11Q: 3 clusters Score -819794.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -819911.875000 Penalty: 4374.333984
	Iteration 12Q: 3 clusters Score -819911.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -820012.750000 Penalty: 4374.333984
	Iteration 13Q: 3 clusters Score -820012.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -820117.125000 Penalty: 4374.333984
	Iteration 14Q: 3 clusters Score -820117.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -820218.062500 Penalty: 4374.333984
	Iteration 15Q: 3 clusters Score -820218.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -820308.562500 Penalty: 4374.333984
	Iteration 16Q: 3 clusters Score -820308.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -820395.375000 Penalty: 4374.333984
	Iteration 17Q: 3 clusters Score -820395.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -820482.062500 Penalty: 4374.333984
	Iteration 18Q: 3 clusters Score -820482.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -820549.750000 Penalty: 4374.333984
	Iteration 19Q: 3 clusters Score -820549.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -820606.375000 Penalty: 4374.333984
	Iteration 20F: 3 clusters Score -820606.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -820653.250000 Penalty: 4374.333984
	Iteration 21Q: 3 clusters Score -820653.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -820693.625000 Penalty: 4374.333984
	Iteration 22Q: 3 clusters Score -820693.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -820711.937500 Penalty: 4374.333984
	Iteration 23Q: 3 clusters Score -820711.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -820734.875000 Penalty: 4374.333984
	Iteration 24Q: 3 clusters Score -820734.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -820746.437500 Penalty: 4374.333984
	Iteration 25Q: 3 clusters Score -820746.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -820759.875000 Penalty: 4374.333984
	Iteration 26Q: 3 clusters Score -820759.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -820774.625000 Penalty: 4374.333984
	Iteration 27Q: 3 clusters Score -820774.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -820784.875000 Penalty: 4374.333984
	Iteration 28Q: 3 clusters Score -820784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -820791.000000 Penalty: 4374.333984
	Iteration 29Q: 3 clusters Score -820791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -820798.937500 Penalty: 4374.333984
	Iteration 30Q: 3 clusters Score -820798.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -820806.750000 Penalty: 4374.333984
	Iteration 31Q: 3 clusters Score -820806.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -820812.187500 Penalty: 4374.333984
	Iteration 32Q: 3 clusters Score -820812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -820818.312500 Penalty: 4374.333984
	Iteration 33Q: 3 clusters Score -820818.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -820820.687500 Penalty: 4374.333984
	Iteration 34Q: 3 clusters Score -820820.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -820823.437500 Penalty: 4374.333984
	Iteration 35Q: 3 clusters Score -820823.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -820830.875000 Penalty: 4374.333984
	Iteration 36Q: 3 clusters Score -820830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -820836.812500 Penalty: 4374.333984
	Iteration 37Q: 3 clusters Score -820836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -820840.000000 Penalty: 4374.333984
	Iteration 38Q: 3 clusters Score -820840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -820842.312500 Penalty: 4374.333984
	Iteration 39Q: 3 clusters Score -820842.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -820844.000000 Penalty: 4374.333984
	Iteration 40F: 3 clusters Score -820844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -820842.437500 Penalty: 4374.333984
	Iteration 41Q: 3 clusters Score -820842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -820845.062500 Penalty: 4374.333984
	Iteration 42Q: 3 clusters Score -820845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -820845.062500 Penalty: 4374.333984
	Iteration 43F: 3 clusters Score -820845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 170252 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 53777 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 41353 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 173928 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 20735 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 47050 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 17 contains 170772 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 21 contains 171519 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219856.000000 Penalty: 85873.281250
Iteration 119Q: 26 clusters Score -1.242199e+08 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 163962 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 53778 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 41246 members 
Mstep: Class 8 contains 8924 members 
Mstep: Class 9 contains 174505 members 
Mstep: Class 10 contains 6765 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 20737 members 
Mstep: Class 13 contains 29397 members 
Mstep: Class 14 contains 47003 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 170811 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 21 contains 177284 members 
Mstep: Class 22 contains 31070 members 
Mstep: Class 23 contains 5316 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 709 members 
Mstep: Class 26 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220776.000000 Penalty: 85873.281250
Iteration 120F: 26 clusters Score -1.242208e+08 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 158271 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 53778 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 41173 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 174887 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 32059 members 
Mstep: Class 12 contains 20730 members 
Mstep: Class 13 contains 29401 members 
Mstep: Class 14 contains 46946 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 170863 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 21 contains 182638 members 
Mstep: Class 22 contains 31073 members 
Mstep: Class 23 contains 5315 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221568.000000 Penalty: 85873.281250
Iteration 121Q: 26 clusters Score -1.242216e+08 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 153132 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 53778 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 41160 members 
Mstep: Class 8 contains 8966 members 
Mstep: Class 9 contains 175107 members 
Mstep: Class 10 contains 6730 members 
Mstep: Class 11 contains 32053 members 
Mstep: Class 12 contains 20726 members 
Mstep: Class 13 contains 29402 members 
Mstep: Class 14 contains 46894 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 7402 members 
Mstep: Class 17 contains 170946 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 21 contains 187466 members 
Mstep: Class 22 contains 31095 members 
Mstep: Class 23 contains 5315 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221096.000000 Penalty: 85873.281250
Iteration 122Q: 26 clusters Score -1.242211e+08 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 148388 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 53778 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 41192 members 
Mstep: Class 8 contains 8986 members 
Mstep: Class 9 contains 175333 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 32049 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 29405 members 
Mstep: Class 14 contains 46919 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 171057 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 21 contains 191801 members 
Mstep: Class 22 contains 31097 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221368.000000 Penalty: 85873.281250
Iteration 123Q: 26 clusters Score -1.242214e+08 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 144444 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 41233 members 
Mstep: Class 8 contains 9022 members 
Mstep: Class 9 contains 175432 members 
Mstep: Class 10 contains 6701 members 
Mstep: Class 11 contains 32041 members 
Mstep: Class 12 contains 20728 members 
Mstep: Class 13 contains 29413 members 
Mstep: Class 14 contains 46920 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 171170 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 21 contains 195488 members 
Mstep: Class 22 contains 31082 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220896.000000 Penalty: 85873.281250
Iteration 124Q: 26 clusters Score -1.242209e+08 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 141296 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 41244 members 
Mstep: Class 8 contains 9040 members 
Mstep: Class 9 contains 175626 members 
Mstep: Class 10 contains 6705 members 
Mstep: Class 11 contains 32045 members 
Mstep: Class 12 contains 20731 members 
Mstep: Class 13 contains 29423 members 
Mstep: Class 14 contains 46898 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7345 members 
Mstep: Class 17 contains 171284 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 21 contains 198362 members 
Mstep: Class 22 contains 31069 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220232.000000 Penalty: 85873.281250
Iteration 125Q: 26 clusters Score -1.242202e+08 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 138988 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 53781 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 41248 members 
Mstep: Class 8 contains 9041 members 
Mstep: Class 9 contains 175851 members 
Mstep: Class 10 contains 6711 members 
Mstep: Class 11 contains 32036 members 
Mstep: Class 12 contains 20732 members 
Mstep: Class 13 contains 29430 members 
Mstep: Class 14 contains 46898 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 171374 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 21 contains 200392 members 
Mstep: Class 22 contains 31056 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219888.000000 Penalty: 85873.281250
Iteration 126Q: 26 clusters Score -1.242199e+08 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 137592 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 41251 members 
Mstep: Class 8 contains 9019 members 
Mstep: Class 9 contains 176213 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 32036 members 
Mstep: Class 12 contains 20731 members 
Mstep: Class 13 contains 29442 members 
Mstep: Class 14 contains 46907 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 171436 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 21 contains 201414 members 
Mstep: Class 22 contains 31048 members 
Mstep: Class 23 contains 5317 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219616.000000 Penalty: 85873.281250
Iteration 127Q: 26 clusters Score -1.242196e+08 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 136978 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 53783 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 41232 members 
Mstep: Class 8 contains 8992 members 
Mstep: Class 9 contains 176619 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 32034 members 
Mstep: Class 12 contains 20727 members 
Mstep: Class 13 contains 29444 members 
Mstep: Class 14 contains 46906 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 171440 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 21 contains 201723 members 
Mstep: Class 22 contains 31022 members 
Mstep: Class 23 contains 5316 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219048.000000 Penalty: 85873.281250
Iteration 128Q: 26 clusters Score -1.24219e+08 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 137023 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 41304 members 
Mstep: Class 8 contains 8978 members 
Mstep: Class 9 contains 177096 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 32034 members 
Mstep: Class 12 contains 20726 members 
Mstep: Class 13 contains 29448 members 
Mstep: Class 14 contains 46907 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7314 members 
Mstep: Class 17 contains 171432 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 21 contains 201204 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 5317 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218632.000000 Penalty: 85873.281250
Iteration 129Q: 26 clusters Score -1.242186e+08 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 137576 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 41275 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 177619 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 32037 members 
Mstep: Class 12 contains 20725 members 
Mstep: Class 13 contains 29451 members 
Mstep: Class 14 contains 46919 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 171429 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 21 contains 200201 members 
Mstep: Class 22 contains 30987 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219168.000000 Penalty: 85873.281250
Iteration 130Q: 26 clusters Score -1.242192e+08 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 138616 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 41235 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 178126 members 
Mstep: Class 10 contains 6687 members 
Mstep: Class 11 contains 32035 members 
Mstep: Class 12 contains 20726 members 
Mstep: Class 13 contains 29451 members 
Mstep: Class 14 contains 46919 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7284 members 
Mstep: Class 17 contains 171424 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 21 contains 198777 members 
Mstep: Class 22 contains 30949 members 
Mstep: Class 23 contains 5314 members 
Mstep: Class 24 contains 2626 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218720.000000 Penalty: 85873.281250
Iteration 131Q: 26 clusters Score -1.242187e+08 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 140193 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 8181 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 41226 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 178610 members 
Mstep: Class 10 contains 6678 members 
Mstep: Class 11 contains 32042 members 
Mstep: Class 12 contains 20725 members 
Mstep: Class 13 contains 29459 members 
Mstep: Class 14 contains 46890 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 171395 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 21 contains 196865 members 
Mstep: Class 22 contains 30910 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 2626 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219216.000000 Penalty: 85873.281250
Iteration 132Q: 26 clusters Score -1.242192e+08 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 142264 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 41167 members 
Mstep: Class 8 contains 8963 members 
Mstep: Class 9 contains 179105 members 
Mstep: Class 10 contains 6677 members 
Mstep: Class 11 contains 32041 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29459 members 
Mstep: Class 14 contains 46855 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 171351 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 21 contains 194523 members 
Mstep: Class 22 contains 30892 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 716 members 
Mstep: Class 26 contains 6845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124218928.000000 Penalty: 85873.281250
Iteration 133Q: 26 clusters Score -1.242189e+08 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 144336 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 41140 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 179627 members 
Mstep: Class 10 contains 6670 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29463 members 
Mstep: Class 14 contains 46796 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 171316 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 21 contains 192112 members 
Mstep: Class 22 contains 30869 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 6832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219560.000000 Penalty: 85873.281250
Iteration 134Q: 26 clusters Score -1.242196e+08 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 146805 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 8170 members 
Mstep: Class 5 contains 53780 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 41153 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 180001 members 
Mstep: Class 10 contains 6680 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7239 members 
Mstep: Class 17 contains 171294 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 21 contains 189416 members 
Mstep: Class 22 contains 30842 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 6810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219768.000000 Penalty: 85873.281250
Iteration 135Q: 26 clusters Score -1.242198e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 149717 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 41206 members 
Mstep: Class 8 contains 8918 members 
Mstep: Class 9 contains 180241 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 20715 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 46699 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7231 members 
Mstep: Class 17 contains 171249 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 21 contains 186345 members 
Mstep: Class 22 contains 30828 members 
Mstep: Class 23 contains 5298 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 6794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220224.000000 Penalty: 85873.281250
Iteration 136Q: 26 clusters Score -1.242202e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 152977 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 41289 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 180440 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20719 members 
Mstep: Class 13 contains 29462 members 
Mstep: Class 14 contains 46642 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7241 members 
Mstep: Class 17 contains 171198 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 21 contains 182909 members 
Mstep: Class 22 contains 30814 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 6792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221168.000000 Penalty: 85873.281250
Iteration 137Q: 26 clusters Score -1.242212e+08 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 156602 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8165 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 41388 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 180567 members 
Mstep: Class 10 contains 6684 members 
Mstep: Class 11 contains 32080 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29464 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 171164 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 21 contains 179150 members 
Mstep: Class 22 contains 30799 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 6783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222144.000000 Penalty: 85873.281250
Iteration 138Q: 26 clusters Score -1.242221e+08 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 160293 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8164 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 41517 members 
Mstep: Class 8 contains 8911 members 
Mstep: Class 9 contains 180721 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 32093 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29466 members 
Mstep: Class 14 contains 46560 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7280 members 
Mstep: Class 17 contains 171145 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7147 members 
Mstep: Class 21 contains 175213 members 
Mstep: Class 22 contains 30790 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222984.000000 Penalty: 85873.281250
Iteration 139Q: 26 clusters Score -1.24223e+08 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 164032 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 41630 members 
Mstep: Class 8 contains 8916 members 
Mstep: Class 9 contains 180904 members 
Mstep: Class 10 contains 6678 members 
Mstep: Class 11 contains 32094 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29469 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 17 contains 171117 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7147 members 
Mstep: Class 21 contains 171214 members 
Mstep: Class 22 contains 30796 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224120.000000 Penalty: 85873.281250
Iteration 140F: 26 clusters Score -1.242241e+08 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 168008 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8170 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 41733 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 180972 members 
Mstep: Class 10 contains 6680 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29473 members 
Mstep: Class 14 contains 46551 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 7307 members 
Mstep: Class 17 contains 171098 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 21 contains 167038 members 
Mstep: Class 22 contains 30805 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224576.000000 Penalty: 85873.281250
Iteration 141Q: 26 clusters Score -1.242246e+08 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 172105 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8172 members 
Mstep: Class 5 contains 53783 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 41813 members 
Mstep: Class 8 contains 8950 members 
Mstep: Class 9 contains 180935 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 32106 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29478 members 
Mstep: Class 14 contains 46548 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 171083 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 21 contains 162830 members 
Mstep: Class 22 contains 30817 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 723 members 
Mstep: Class 26 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224424.000000 Penalty: 85873.281250
Iteration 142Q: 26 clusters Score -1.242244e+08 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 176209 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 53783 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 41912 members 
Mstep: Class 8 contains 8945 members 
Mstep: Class 9 contains 180791 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 32111 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29479 members 
Mstep: Class 14 contains 46547 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 7335 members 
Mstep: Class 17 contains 171093 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 21 contains 158713 members 
Mstep: Class 22 contains 30839 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224264.000000 Penalty: 85873.281250
Iteration 143Q: 26 clusters Score -1.242243e+08 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 180233 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 42040 members 
Mstep: Class 8 contains 8958 members 
Mstep: Class 9 contains 180593 members 
Mstep: Class 10 contains 6721 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 29475 members 
Mstep: Class 14 contains 46576 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 7349 members 
Mstep: Class 17 contains 171126 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 21 contains 154592 members 
Mstep: Class 22 contains 30871 members 
Mstep: Class 23 contains 5307 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124223680.000000 Penalty: 85873.281250
Iteration 144Q: 26 clusters Score -1.242237e+08 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 184134 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 42185 members 
Mstep: Class 8 contains 8972 members 
Mstep: Class 9 contains 180300 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 32121 members 
Mstep: Class 12 contains 20723 members 
Mstep: Class 13 contains 29477 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 7367 members 
Mstep: Class 17 contains 171161 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 21 contains 150648 members 
Mstep: Class 22 contains 30916 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 6796 members 
Entering Unmasked Estep 
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Score: -124223072.000000 Penalty: 85873.281250
Iteration 145Q: 26 clusters Score -1.242231e+08 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 187806 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53783 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 42342 members 
Mstep: Class 8 contains 8971 members 
Mstep: Class 9 contains 179930 members 
Mstep: Class 10 contains 6739 members 
Mstep: Class 11 contains 32123 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 46653 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 171231 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 21 contains 147013 members 
Mstep: Class 22 contains 30949 members 
Mstep: Class 23 contains 5313 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6816 members 
Entering Unmasked Estep 
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Score: -124222720.000000 Penalty: 85873.281250
Iteration 146Q: 26 clusters Score -1.242227e+08 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 190889 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 53784 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 8962 members 
Mstep: Class 9 contains 179540 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 32121 members 
Mstep: Class 12 contains 20725 members 
Mstep: Class 13 contains 29479 members 
Mstep: Class 14 contains 46727 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 171319 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 21 contains 143982 members 
Mstep: Class 22 contains 30973 members 
Mstep: Class 23 contains 5316 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6822 members 
Entering Unmasked Estep 
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Score: -124222208.000000 Penalty: 85873.281250
Iteration 147Q: 26 clusters Score -1.242222e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 193230 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 53785 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 8965 members 
Mstep: Class 9 contains 179252 members 
Mstep: Class 10 contains 6760 members 
Mstep: Class 11 contains 32125 members 
Mstep: Class 12 contains 20728 members 
Mstep: Class 13 contains 29476 members 
Mstep: Class 14 contains 46764 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 7371 members 
Mstep: Class 17 contains 171381 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 21 contains 141660 members 
Mstep: Class 22 contains 31006 members 
Mstep: Class 23 contains 5322 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6833 members 
Entering Unmasked Estep 
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Iteration 148Q: 26 clusters Score -1.242218e+08 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 195050 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 53785 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 42681 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 178974 members 
Mstep: Class 10 contains 6778 members 
Mstep: Class 11 contains 32127 members 
Mstep: Class 12 contains 20729 members 
Mstep: Class 13 contains 29473 members 
Mstep: Class 14 contains 46811 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 171425 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 21 contains 139893 members 
Mstep: Class 22 contains 31044 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221128.000000 Penalty: 85873.281250
Iteration 149Q: 26 clusters Score -1.242211e+08 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 196416 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53785 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 42697 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 178752 members 
Mstep: Class 10 contains 6793 members 
Mstep: Class 11 contains 32126 members 
Mstep: Class 12 contains 20730 members 
Mstep: Class 13 contains 29482 members 
Mstep: Class 14 contains 46853 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 171475 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 21 contains 138567 members 
Mstep: Class 22 contains 31098 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220904.000000 Penalty: 85873.281250
Iteration 150Q: 26 clusters Score -1.242209e+08 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 197198 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 42650 members 
Mstep: Class 8 contains 8910 members 
Mstep: Class 9 contains 178651 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 20733 members 
Mstep: Class 13 contains 29485 members 
Mstep: Class 14 contains 46871 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7358 members 
Mstep: Class 17 contains 171511 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 21 contains 137837 members 
Mstep: Class 22 contains 31150 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220728.000000 Penalty: 85873.281250
Iteration 151Q: 26 clusters Score -1.242207e+08 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 197387 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 42560 members 
Mstep: Class 8 contains 8880 members 
Mstep: Class 9 contains 178679 members 
Mstep: Class 10 contains 6816 members 
Mstep: Class 11 contains 32142 members 
Mstep: Class 12 contains 20733 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 46903 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 171537 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 21 contains 137630 members 
Mstep: Class 22 contains 31204 members 
Mstep: Class 23 contains 5325 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220296.000000 Penalty: 85873.281250
Iteration 152Q: 26 clusters Score -1.242203e+08 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 196895 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 42447 members 
Mstep: Class 8 contains 8864 members 
Mstep: Class 9 contains 178857 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 32151 members 
Mstep: Class 12 contains 20732 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 46922 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 171536 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 21 contains 138030 members 
Mstep: Class 22 contains 31234 members 
Mstep: Class 23 contains 5321 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219976.000000 Penalty: 85873.281250
Iteration 153Q: 26 clusters Score -1.2422e+08 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 195742 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 42289 members 
Mstep: Class 8 contains 8841 members 
Mstep: Class 9 contains 179180 members 
Mstep: Class 10 contains 6815 members 
Mstep: Class 11 contains 32163 members 
Mstep: Class 12 contains 20727 members 
Mstep: Class 13 contains 29491 members 
Mstep: Class 14 contains 46920 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 171527 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 21 contains 139039 members 
Mstep: Class 22 contains 31259 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220088.000000 Penalty: 85873.281250
Iteration 154Q: 26 clusters Score -1.242201e+08 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 193896 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 42083 members 
Mstep: Class 8 contains 8816 members 
Mstep: Class 9 contains 179654 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 32163 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 29494 members 
Mstep: Class 14 contains 46905 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7314 members 
Mstep: Class 17 contains 171529 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 21 contains 140642 members 
Mstep: Class 22 contains 31259 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219680.000000 Penalty: 85873.281250
Iteration 155Q: 26 clusters Score -1.242197e+08 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 191513 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 41866 members 
Mstep: Class 8 contains 8799 members 
Mstep: Class 9 contains 180272 members 
Mstep: Class 10 contains 6816 members 
Mstep: Class 11 contains 32162 members 
Mstep: Class 12 contains 20725 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 46851 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 171520 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 21 contains 142704 members 
Mstep: Class 22 contains 31263 members 
Mstep: Class 23 contains 5322 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219632.000000 Penalty: 85873.281250
Iteration 156Q: 26 clusters Score -1.242196e+08 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 188686 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8165 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 41633 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 180960 members 
Mstep: Class 10 contains 6818 members 
Mstep: Class 11 contains 32166 members 
Mstep: Class 12 contains 20723 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 46822 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7305 members 
Mstep: Class 17 contains 171531 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 21 contains 145103 members 
Mstep: Class 22 contains 31252 members 
Mstep: Class 23 contains 5321 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124219736.000000 Penalty: 85873.281250
Iteration 157Q: 26 clusters Score -1.242197e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 185369 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8165 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 41405 members 
Mstep: Class 8 contains 8774 members 
Mstep: Class 9 contains 181555 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 32163 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29515 members 
Mstep: Class 14 contains 46765 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 171516 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 21 contains 148115 members 
Mstep: Class 22 contains 31251 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220512.000000 Penalty: 85873.281250
Iteration 158Q: 26 clusters Score -1.242205e+08 nChanged 5703
Entering ConstructFrom: 
Score: -124220512.000000 Penalty: 85873.281250
Entering ConstructFrom: 
Trying to split cluster 1 (17645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Entering Unmasked Estep 
Score: -2102742.500000 Penalty: 2424.995605
	Iteration 0F: 2 clusters Score -2102742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2090126.750000 Penalty: 4849.991211
	Iteration 0F: 3 clusters Score -2090127 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2094520.625000 Penalty: 4849.991211
	Iteration 1F: 3 clusters Score -2094521 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2095231.875000 Penalty: 4849.991211
	Iteration 2F: 3 clusters Score -2095232 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2096104.625000 Penalty: 4849.991211
	Iteration 3F: 3 clusters Score -2096105 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2097021.375000 Penalty: 4849.991211
	Iteration 4F: 3 clusters Score -2097021 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2097747.250000 Penalty: 4849.991211
	Iteration 5F: 3 clusters Score -2097747 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2098274.250000 Penalty: 4849.991211
	Iteration 6F: 3 clusters Score -2098274 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2098644.750000 Penalty: 4849.991211
	Iteration 7Q: 3 clusters Score -2098645 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2098937.500000 Penalty: 4849.991211
	Iteration 8Q: 3 clusters Score -2098938 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2099222.000000 Penalty: 4849.991211
	Iteration 9Q: 3 clusters Score -2099222 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2099454.250000 Penalty: 4849.991211
	Iteration 10Q: 3 clusters Score -2099454 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2099693.250000 Penalty: 4849.991211
	Iteration 11Q: 3 clusters Score -2099693 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2099900.500000 Penalty: 4849.991211
	Iteration 12Q: 3 clusters Score -2099900 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2100084.750000 Penalty: 4849.991211
	Iteration 13Q: 3 clusters Score -2100085 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2100263.250000 Penalty: 4849.991211
	Iteration 14Q: 3 clusters Score -2100263 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2100404.750000 Penalty: 4849.991211
	Iteration 15Q: 3 clusters Score -2100405 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2100523.500000 Penalty: 4849.991211
	Iteration 16Q: 3 clusters Score -2100524 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2100603.250000 Penalty: 4849.991211
	Iteration 17Q: 3 clusters Score -2100603 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2100678.000000 Penalty: 4849.991211
	Iteration 18Q: 3 clusters Score -2100678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2100738.000000 Penalty: 4849.991211
	Iteration 19Q: 3 clusters Score -2100738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2100785.750000 Penalty: 4849.991211
	Iteration 20F: 3 clusters Score -2100786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2100820.500000 Penalty: 4849.991211
	Iteration 21Q: 3 clusters Score -2100820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2100850.500000 Penalty: 4849.991211
	Iteration 22Q: 3 clusters Score -2100850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2100880.500000 Penalty: 4849.991211
	Iteration 23Q: 3 clusters Score -2100880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2100903.500000 Penalty: 4849.991211
	Iteration 24Q: 3 clusters Score -2100904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2100922.750000 Penalty: 4849.991211
	Iteration 25Q: 3 clusters Score -2100923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2100948.750000 Penalty: 4849.991211
	Iteration 26Q: 3 clusters Score -2100949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2100972.750000 Penalty: 4849.991211
	Iteration 27Q: 3 clusters Score -2100973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2101005.750000 Penalty: 4849.991211
	Iteration 28Q: 3 clusters Score -2101006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2101027.250000 Penalty: 4849.991211
	Iteration 29Q: 3 clusters Score -2101027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2101045.000000 Penalty: 4849.991211
	Iteration 30Q: 3 clusters Score -2101045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2101065.750000 Penalty: 4849.991211
	Iteration 31Q: 3 clusters Score -2101066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2101080.750000 Penalty: 4849.991211
	Iteration 32Q: 3 clusters Score -2101081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2101098.250000 Penalty: 4849.991211
	Iteration 33Q: 3 clusters Score -2101098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2101109.750000 Penalty: 4849.991211
	Iteration 34Q: 3 clusters Score -2101110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2101122.000000 Penalty: 4849.991211
	Iteration 35Q: 3 clusters Score -2101122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2101128.250000 Penalty: 4849.991211
	Iteration 36Q: 3 clusters Score -2101128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2101136.250000 Penalty: 4849.991211
	Iteration 37Q: 3 clusters Score -2101136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2101142.000000 Penalty: 4849.991211
	Iteration 38Q: 3 clusters Score -2101142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2101151.750000 Penalty: 4849.991211
	Iteration 39Q: 3 clusters Score -2101152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2101164.750000 Penalty: 4849.991211
	Iteration 40F: 3 clusters Score -2101165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2101171.000000 Penalty: 4849.991211
	Iteration 41Q: 3 clusters Score -2101171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2101180.500000 Penalty: 4849.991211
	Iteration 42Q: 3 clusters Score -2101180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2101189.500000 Penalty: 4849.991211
	Iteration 43Q: 3 clusters Score -2101190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2101202.000000 Penalty: 4849.991211
	Iteration 44Q: 3 clusters Score -2101202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2101209.250000 Penalty: 4849.991211
	Iteration 45Q: 3 clusters Score -2101209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2101212.750000 Penalty: 4849.991211
	Iteration 46Q: 3 clusters Score -2101213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2101213.250000 Penalty: 4849.991211
	Iteration 47Q: 3 clusters Score -2101213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2101217.250000 Penalty: 4849.991211
	Iteration 48Q: 3 clusters Score -2101217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2101222.250000 Penalty: 4849.991211
	Iteration 49Q: 3 clusters Score -2101222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2101226.250000 Penalty: 4849.991211
	Iteration 50Q: 3 clusters Score -2101226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2101228.000000 Penalty: 4849.991211
	Iteration 51Q: 3 clusters Score -2101228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2101231.250000 Penalty: 4849.991211
	Iteration 52Q: 3 clusters Score -2101231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2101231.250000 Penalty: 4849.991211
	Iteration 53Q: 3 clusters Score -2101231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2101231.750000 Penalty: 4849.991211
	Iteration 54Q: 3 clusters Score -2101232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2101233.500000 Penalty: 4849.991211
	Iteration 55Q: 3 clusters Score -2101234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2101233.500000 Penalty: 4849.991211
	Iteration 56F: 3 clusters Score -2101234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181541 members 
Entering Unmasked Estep 
Score: -22482876.000000 Penalty: 3003.090820
	Iteration 0F: 2 clusters Score -2.248288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -22365882.000000 Penalty: 6006.181641
	Iteration 0F: 3 clusters Score -2.236588e+07 nChanged 87305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -22416290.000000 Penalty: 6006.181641
	Iteration 1F: 3 clusters Score -2.241629e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -22417422.000000 Penalty: 6006.181641
	Iteration 2Q: 3 clusters Score -2.241742e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100064 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -22419016.000000 Penalty: 6006.181641
	Iteration 3Q: 3 clusters Score -2.241902e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -22422220.000000 Penalty: 6006.181641
	Iteration 4Q: 3 clusters Score -2.242222e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -22428018.000000 Penalty: 6006.181641
	Iteration 5F: 3 clusters Score -2.242802e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126019 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -22438524.000000 Penalty: 6006.181641
	Iteration 6F: 3 clusters Score -2.243852e+07 nChanged 16331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -22453294.000000 Penalty: 6006.181641
	Iteration 7F: 3 clusters Score -2.245329e+07 nChanged 14411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -22467504.000000 Penalty: 6006.181641
	Iteration 8F: 3 clusters Score -2.24675e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161369 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -22477156.000000 Penalty: 6006.181641
	Iteration 9F: 3 clusters Score -2.247716e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -22481726.000000 Penalty: 6006.181641
	Iteration 10Q: 3 clusters Score -2.248173e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -22483112.000000 Penalty: 6006.181641
	Iteration 11Q: 3 clusters Score -2.248311e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168095 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -22483416.000000 Penalty: 6006.181641
	Iteration 12Q: 3 clusters Score -2.248342e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -22483458.000000 Penalty: 6006.181641
	Iteration 13Q: 3 clusters Score -2.248346e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -22483530.000000 Penalty: 6006.181641
	Iteration 14Q: 3 clusters Score -2.248353e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -22483630.000000 Penalty: 6006.181641
	Iteration 15Q: 3 clusters Score -2.248363e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -22483470.000000 Penalty: 6006.181641
	Iteration 16Q: 3 clusters Score -2.248347e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172429 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -22483316.000000 Penalty: 6006.181641
	Iteration 17Q: 3 clusters Score -2.248332e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173020 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -22483266.000000 Penalty: 6006.181641
	Iteration 18Q: 3 clusters Score -2.248327e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173547 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -22483194.000000 Penalty: 6006.181641
	Iteration 19Q: 3 clusters Score -2.248319e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -22483144.000000 Penalty: 6006.181641
	Iteration 20F: 3 clusters Score -2.248314e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -22483046.000000 Penalty: 6006.181641
	Iteration 21Q: 3 clusters Score -2.248305e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -22483040.000000 Penalty: 6006.181641
	Iteration 22Q: 3 clusters Score -2.248304e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175197 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -22482916.000000 Penalty: 6006.181641
	Iteration 23Q: 3 clusters Score -2.248292e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -22482888.000000 Penalty: 6006.181641
	Iteration 24Q: 3 clusters Score -2.248289e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -22482840.000000 Penalty: 6006.181641
	Iteration 25Q: 3 clusters Score -2.248284e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176029 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -22482828.000000 Penalty: 6006.181641
	Iteration 26Q: 3 clusters Score -2.248283e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -22482788.000000 Penalty: 6006.181641
	Iteration 27Q: 3 clusters Score -2.248279e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176495 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -22482798.000000 Penalty: 6006.181641
	Iteration 28Q: 3 clusters Score -2.24828e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176691 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -22482750.000000 Penalty: 6006.181641
	Iteration 29Q: 3 clusters Score -2.248275e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176865 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -22482674.000000 Penalty: 6006.181641
	Iteration 30Q: 3 clusters Score -2.248267e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176992 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -22482630.000000 Penalty: 6006.181641
	Iteration 31Q: 3 clusters Score -2.248263e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177119 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -22482640.000000 Penalty: 6006.181641
	Iteration 32Q: 3 clusters Score -2.248264e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177222 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -22482622.000000 Penalty: 6006.181641
	Iteration 33Q: 3 clusters Score -2.248262e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177302 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -22482604.000000 Penalty: 6006.181641
	Iteration 34Q: 3 clusters Score -2.24826e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177377 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -22482618.000000 Penalty: 6006.181641
	Iteration 35Q: 3 clusters Score -2.248262e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177454 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -22482574.000000 Penalty: 6006.181641
	Iteration 36Q: 3 clusters Score -2.248257e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177521 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -22482592.000000 Penalty: 6006.181641
	Iteration 37Q: 3 clusters Score -2.248259e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177571 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -22482604.000000 Penalty: 6006.181641
	Iteration 38Q: 3 clusters Score -2.24826e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177616 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -22482584.000000 Penalty: 6006.181641
	Iteration 39Q: 3 clusters Score -2.248258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -22482550.000000 Penalty: 6006.181641
	Iteration 40F: 3 clusters Score -2.248255e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177689 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -22482546.000000 Penalty: 6006.181641
	Iteration 41Q: 3 clusters Score -2.248255e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177731 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -22482508.000000 Penalty: 6006.181641
	Iteration 42Q: 3 clusters Score -2.248251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177773 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -22482518.000000 Penalty: 6006.181641
	Iteration 43Q: 3 clusters Score -2.248252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177801 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -22482484.000000 Penalty: 6006.181641
	Iteration 44Q: 3 clusters Score -2.248248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177827 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -22482464.000000 Penalty: 6006.181641
	Iteration 45Q: 3 clusters Score -2.248246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177850 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -22482444.000000 Penalty: 6006.181641
	Iteration 46Q: 3 clusters Score -2.248244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -22482416.000000 Penalty: 6006.181641
	Iteration 47Q: 3 clusters Score -2.248242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177884 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -22482406.000000 Penalty: 6006.181641
	Iteration 48Q: 3 clusters Score -2.248241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -22482434.000000 Penalty: 6006.181641
	Iteration 49Q: 3 clusters Score -2.248243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -22482440.000000 Penalty: 6006.181641
	Iteration 50Q: 3 clusters Score -2.248244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177910 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22482448.000000 Penalty: 6006.181641
	Iteration 51Q: 3 clusters Score -2.248245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177919 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22482442.000000 Penalty: 6006.181641
	Iteration 52Q: 3 clusters Score -2.248244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22482460.000000 Penalty: 6006.181641
	Iteration 53Q: 3 clusters Score -2.248246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -22482436.000000 Penalty: 6006.181641
	Iteration 54Q: 3 clusters Score -2.248244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -22482460.000000 Penalty: 6006.181641
	Iteration 55Q: 3 clusters Score -2.248246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177958 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -22482464.000000 Penalty: 6006.181641
	Iteration 56Q: 3 clusters Score -2.248246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177963 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -22482464.000000 Penalty: 6006.181641
	Iteration 57Q: 3 clusters Score -2.248246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177966 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22482460.000000 Penalty: 6006.181641
	Iteration 58Q: 3 clusters Score -2.248246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177972 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -22482458.000000 Penalty: 6006.181641
	Iteration 59Q: 3 clusters Score -2.248246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177978 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -22482466.000000 Penalty: 6006.181641
	Iteration 60F: 3 clusters Score -2.248247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177983 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -22482462.000000 Penalty: 6006.181641
	Iteration 61Q: 3 clusters Score -2.248246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177991 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -22482464.000000 Penalty: 6006.181641
	Iteration 62Q: 3 clusters Score -2.248246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178002 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -22482454.000000 Penalty: 6006.181641
	Iteration 63Q: 3 clusters Score -2.248245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178009 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -22482444.000000 Penalty: 6006.181641
	Iteration 64Q: 3 clusters Score -2.248244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178018 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -22482432.000000 Penalty: 6006.181641
	Iteration 65Q: 3 clusters Score -2.248243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178024 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -22482430.000000 Penalty: 6006.181641
	Iteration 66Q: 3 clusters Score -2.248243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178035 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22482424.000000 Penalty: 6006.181641
	Iteration 67Q: 3 clusters Score -2.248242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -22482434.000000 Penalty: 6006.181641
	Iteration 68Q: 3 clusters Score -2.248243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -22482440.000000 Penalty: 6006.181641
	Iteration 69Q: 3 clusters Score -2.248244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178065 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22482446.000000 Penalty: 6006.181641
	Iteration 70Q: 3 clusters Score -2.248245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178082 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -22482424.000000 Penalty: 6006.181641
	Iteration 71Q: 3 clusters Score -2.248242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178099 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -22482406.000000 Penalty: 6006.181641
	Iteration 72Q: 3 clusters Score -2.248241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22482410.000000 Penalty: 6006.181641
	Iteration 73Q: 3 clusters Score -2.248241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -22482400.000000 Penalty: 6006.181641
	Iteration 74Q: 3 clusters Score -2.24824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178139 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -22482410.000000 Penalty: 6006.181641
	Iteration 75Q: 3 clusters Score -2.248241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178146 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -22482416.000000 Penalty: 6006.181641
	Iteration 76Q: 3 clusters Score -2.248242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178155 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -22482412.000000 Penalty: 6006.181641
	Iteration 77Q: 3 clusters Score -2.248241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178160 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -22482424.000000 Penalty: 6006.181641
	Iteration 78Q: 3 clusters Score -2.248242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178165 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22482416.000000 Penalty: 6006.181641
	Iteration 79Q: 3 clusters Score -2.248242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178173 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -22482398.000000 Penalty: 6006.181641
	Iteration 80F: 3 clusters Score -2.24824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178184 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22482394.000000 Penalty: 6006.181641
	Iteration 81Q: 3 clusters Score -2.248239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178193 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -22482388.000000 Penalty: 6006.181641
	Iteration 82Q: 3 clusters Score -2.248239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178199 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -22482366.000000 Penalty: 6006.181641
	Iteration 83Q: 3 clusters Score -2.248237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178203 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -22482386.000000 Penalty: 6006.181641
	Iteration 84Q: 3 clusters Score -2.248239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178205 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -22482388.000000 Penalty: 6006.181641
	Iteration 85Q: 3 clusters Score -2.248239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178208 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -22482388.000000 Penalty: 6006.181641
	Iteration 86Q: 3 clusters Score -2.248239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178208 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -22482388.000000 Penalty: 6006.181641
	Iteration 87F: 3 clusters Score -2.248239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -491488.843750 Penalty: 2058.839111
	Iteration 0F: 2 clusters Score -491488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -487570.156250 Penalty: 4117.678223
	Iteration 0F: 3 clusters Score -487570.2 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -488429.218750 Penalty: 4117.678223
	Iteration 1F: 3 clusters Score -488429.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -488622.625000 Penalty: 4117.678223
	Iteration 2F: 3 clusters Score -488622.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -488737.000000 Penalty: 4117.678223
	Iteration 3Q: 3 clusters Score -488737 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -488808.437500 Penalty: 4117.678223
	Iteration 4Q: 3 clusters Score -488808.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -488857.968750 Penalty: 4117.678223
	Iteration 5Q: 3 clusters Score -488858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -488891.312500 Penalty: 4117.678223
	Iteration 6Q: 3 clusters Score -488891.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -488924.593750 Penalty: 4117.678223
	Iteration 7Q: 3 clusters Score -488924.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -488945.812500 Penalty: 4117.678223
	Iteration 8Q: 3 clusters Score -488945.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -488960.750000 Penalty: 4117.678223
	Iteration 9Q: 3 clusters Score -488960.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -488975.000000 Penalty: 4117.678223
	Iteration 10Q: 3 clusters Score -488975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -488984.437500 Penalty: 4117.678223
	Iteration 11Q: 3 clusters Score -488984.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -488990.312500 Penalty: 4117.678223
	Iteration 12Q: 3 clusters Score -488990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -488995.906250 Penalty: 4117.678223
	Iteration 13Q: 3 clusters Score -488995.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -489000.687500 Penalty: 4117.678223
	Iteration 14Q: 3 clusters Score -489000.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -489002.593750 Penalty: 4117.678223
	Iteration 15Q: 3 clusters Score -489002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -489005.718750 Penalty: 4117.678223
	Iteration 16Q: 3 clusters Score -489005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -489009.562500 Penalty: 4117.678223
	Iteration 17Q: 3 clusters Score -489009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -489013.468750 Penalty: 4117.678223
	Iteration 18Q: 3 clusters Score -489013.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -489019.437500 Penalty: 4117.678223
	Iteration 19Q: 3 clusters Score -489019.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -489024.031250 Penalty: 4117.678223
	Iteration 20F: 3 clusters Score -489024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -489029.468750 Penalty: 4117.678223
	Iteration 21Q: 3 clusters Score -489029.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -489036.093750 Penalty: 4117.678223
	Iteration 22Q: 3 clusters Score -489036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -489040.875000 Penalty: 4117.678223
	Iteration 23Q: 3 clusters Score -489040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -489044.625000 Penalty: 4117.678223
	Iteration 24Q: 3 clusters Score -489044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -489048.281250 Penalty: 4117.678223
	Iteration 25Q: 3 clusters Score -489048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -489054.781250 Penalty: 4117.678223
	Iteration 26Q: 3 clusters Score -489054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -489064.843750 Penalty: 4117.678223
	Iteration 27Q: 3 clusters Score -489064.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -489077.906250 Penalty: 4117.678223
	Iteration 28Q: 3 clusters Score -489077.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -489088.156250 Penalty: 4117.678223
	Iteration 29Q: 3 clusters Score -489088.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -489095.000000 Penalty: 4117.678223
	Iteration 30Q: 3 clusters Score -489095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -489097.750000 Penalty: 4117.678223
	Iteration 31Q: 3 clusters Score -489097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -489101.406250 Penalty: 4117.678223
	Iteration 32Q: 3 clusters Score -489101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -489106.093750 Penalty: 4117.678223
	Iteration 33Q: 3 clusters Score -489106.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -489113.687500 Penalty: 4117.678223
	Iteration 34Q: 3 clusters Score -489113.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -489122.968750 Penalty: 4117.678223
	Iteration 35Q: 3 clusters Score -489123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -489130.343750 Penalty: 4117.678223
	Iteration 36Q: 3 clusters Score -489130.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -489135.812500 Penalty: 4117.678223
	Iteration 37Q: 3 clusters Score -489135.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -489146.843750 Penalty: 4117.678223
	Iteration 38Q: 3 clusters Score -489146.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -489161.437500 Penalty: 4117.678223
	Iteration 39Q: 3 clusters Score -489161.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -489169.500000 Penalty: 4117.678223
	Iteration 40F: 3 clusters Score -489169.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -489178.343750 Penalty: 4117.678223
	Iteration 41Q: 3 clusters Score -489178.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -489185.000000 Penalty: 4117.678223
	Iteration 42Q: 3 clusters Score -489185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -489191.656250 Penalty: 4117.678223
	Iteration 43Q: 3 clusters Score -489191.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -489200.375000 Penalty: 4117.678223
	Iteration 44Q: 3 clusters Score -489200.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -489215.218750 Penalty: 4117.678223
	Iteration 45Q: 3 clusters Score -489215.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -489227.406250 Penalty: 4117.678223
	Iteration 46Q: 3 clusters Score -489227.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -489235.875000 Penalty: 4117.678223
	Iteration 47Q: 3 clusters Score -489235.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -489251.031250 Penalty: 4117.678223
	Iteration 48Q: 3 clusters Score -489251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -489270.687500 Penalty: 4117.678223
	Iteration 49Q: 3 clusters Score -489270.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -489293.375000 Penalty: 4117.678223
	Iteration 50Q: 3 clusters Score -489293.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -489314.812500 Penalty: 4117.678223
	Iteration 51Q: 3 clusters Score -489314.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -489325.031250 Penalty: 4117.678223
	Iteration 52Q: 3 clusters Score -489325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -489331.312500 Penalty: 4117.678223
	Iteration 53Q: 3 clusters Score -489331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -489335.937500 Penalty: 4117.678223
	Iteration 54Q: 3 clusters Score -489335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -489338.937500 Penalty: 4117.678223
	Iteration 55Q: 3 clusters Score -489338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -489339.812500 Penalty: 4117.678223
	Iteration 56Q: 3 clusters Score -489339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -489342.812500 Penalty: 4117.678223
	Iteration 57Q: 3 clusters Score -489342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -489347.281250 Penalty: 4117.678223
	Iteration 58Q: 3 clusters Score -489347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -489349.937500 Penalty: 4117.678223
	Iteration 59Q: 3 clusters Score -489349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -489351.468750 Penalty: 4117.678223
	Iteration 60F: 3 clusters Score -489351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -489353.218750 Penalty: 4117.678223
	Iteration 61Q: 3 clusters Score -489353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -489354.656250 Penalty: 4117.678223
	Iteration 62Q: 3 clusters Score -489354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -489355.250000 Penalty: 4117.678223
	Iteration 63Q: 3 clusters Score -489355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -489356.281250 Penalty: 4117.678223
	Iteration 64Q: 3 clusters Score -489356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -489357.031250 Penalty: 4117.678223
	Iteration 65Q: 3 clusters Score -489357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -489357.906250 Penalty: 4117.678223
	Iteration 66Q: 3 clusters Score -489357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -489358.031250 Penalty: 4117.678223
	Iteration 67Q: 3 clusters Score -489358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -489359.875000 Penalty: 4117.678223
	Iteration 68Q: 3 clusters Score -489359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -489360.906250 Penalty: 4117.678223
	Iteration 69Q: 3 clusters Score -489360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -489363.718750 Penalty: 4117.678223
	Iteration 70Q: 3 clusters Score -489363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -489363.968750 Penalty: 4117.678223
	Iteration 71Q: 3 clusters Score -489364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -489367.187500 Penalty: 4117.678223
	Iteration 72Q: 3 clusters Score -489367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -489369.968750 Penalty: 4117.678223
	Iteration 73Q: 3 clusters Score -489370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -489372.031250 Penalty: 4117.678223
	Iteration 74Q: 3 clusters Score -489372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -489374.843750 Penalty: 4117.678223
	Iteration 75Q: 3 clusters Score -489374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -489375.937500 Penalty: 4117.678223
	Iteration 76Q: 3 clusters Score -489375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -489376.937500 Penalty: 4117.678223
	Iteration 77Q: 3 clusters Score -489376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -489378.125000 Penalty: 4117.678223
	Iteration 78Q: 3 clusters Score -489378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -489380.312500 Penalty: 4117.678223
	Iteration 79Q: 3 clusters Score -489380.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -489383.218750 Penalty: 4117.678223
	Iteration 80F: 3 clusters Score -489383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -489386.343750 Penalty: 4117.678223
	Iteration 81Q: 3 clusters Score -489386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -489388.937500 Penalty: 4117.678223
	Iteration 82Q: 3 clusters Score -489388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -489389.625000 Penalty: 4117.678223
	Iteration 83Q: 3 clusters Score -489389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -489391.281250 Penalty: 4117.678223
	Iteration 84Q: 3 clusters Score -489391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -489392.625000 Penalty: 4117.678223
	Iteration 85Q: 3 clusters Score -489392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -489395.656250 Penalty: 4117.678223
	Iteration 86Q: 3 clusters Score -489395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -489395.937500 Penalty: 4117.678223
	Iteration 87Q: 3 clusters Score -489395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -489398.062500 Penalty: 4117.678223
	Iteration 88Q: 3 clusters Score -489398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -489401.156250 Penalty: 4117.678223
	Iteration 89Q: 3 clusters Score -489401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -489404.437500 Penalty: 4117.678223
	Iteration 90Q: 3 clusters Score -489404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -489406.843750 Penalty: 4117.678223
	Iteration 91Q: 3 clusters Score -489406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -489409.718750 Penalty: 4117.678223
	Iteration 92Q: 3 clusters Score -489409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -489411.843750 Penalty: 4117.678223
	Iteration 93Q: 3 clusters Score -489411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -489413.218750 Penalty: 4117.678223
	Iteration 94Q: 3 clusters Score -489413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -489414.281250 Penalty: 4117.678223
	Iteration 95Q: 3 clusters Score -489414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -489415.281250 Penalty: 4117.678223
	Iteration 96Q: 3 clusters Score -489415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -489416.250000 Penalty: 4117.678223
	Iteration 97Q: 3 clusters Score -489416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -489417.656250 Penalty: 4117.678223
	Iteration 98Q: 3 clusters Score -489417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -489418.500000 Penalty: 4117.678223
	Iteration 99Q: 3 clusters Score -489418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -489419.187500 Penalty: 4117.678223
	Iteration 100F: 3 clusters Score -489419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -489420.781250 Penalty: 4117.678223
	Iteration 101Q: 3 clusters Score -489420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -489422.406250 Penalty: 4117.678223
	Iteration 102Q: 3 clusters Score -489422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -489423.875000 Penalty: 4117.678223
	Iteration 103Q: 3 clusters Score -489423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -489426.000000 Penalty: 4117.678223
	Iteration 104Q: 3 clusters Score -489426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -489427.343750 Penalty: 4117.678223
	Iteration 105Q: 3 clusters Score -489427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -489428.093750 Penalty: 4117.678223
	Iteration 106Q: 3 clusters Score -489428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -489428.343750 Penalty: 4117.678223
	Iteration 107Q: 3 clusters Score -489428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -489428.875000 Penalty: 4117.678223
	Iteration 108Q: 3 clusters Score -489428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -489428.593750 Penalty: 4117.678223
	Iteration 109Q: 3 clusters Score -489428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -489430.593750 Penalty: 4117.678223
	Iteration 110Q: 3 clusters Score -489430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -489430.687500 Penalty: 4117.678223
	Iteration 111Q: 3 clusters Score -489430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -489431.031250 Penalty: 4117.678223
	Iteration 112Q: 3 clusters Score -489431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -489431.875000 Penalty: 4117.678223
	Iteration 113Q: 3 clusters Score -489431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -489432.187500 Penalty: 4117.678223
	Iteration 114Q: 3 clusters Score -489432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -489432.187500 Penalty: 4117.678223
	Iteration 115F: 3 clusters Score -489432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Entering Unmasked Estep 
Score: -918795.625000 Penalty: 2234.009277
	Iteration 0F: 2 clusters Score -918795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -912215.062500 Penalty: 4468.018555
	Iteration 0F: 3 clusters Score -912215.1 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -914191.000000 Penalty: 4468.018555
	Iteration 1F: 3 clusters Score -914191 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -914630.375000 Penalty: 4468.018555
	Iteration 2F: 3 clusters Score -914630.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -914984.750000 Penalty: 4468.018555
	Iteration 3F: 3 clusters Score -914984.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -915299.562500 Penalty: 4468.018555
	Iteration 4F: 3 clusters Score -915299.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -915547.187500 Penalty: 4468.018555
	Iteration 5Q: 3 clusters Score -915547.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -915761.312500 Penalty: 4468.018555
	Iteration 6Q: 3 clusters Score -915761.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -915948.937500 Penalty: 4468.018555
	Iteration 7Q: 3 clusters Score -915948.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -916080.375000 Penalty: 4468.018555
	Iteration 8Q: 3 clusters Score -916080.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -916204.375000 Penalty: 4468.018555
	Iteration 9Q: 3 clusters Score -916204.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -916301.562500 Penalty: 4468.018555
	Iteration 10Q: 3 clusters Score -916301.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -916370.687500 Penalty: 4468.018555
	Iteration 11Q: 3 clusters Score -916370.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -916436.500000 Penalty: 4468.018555
	Iteration 12Q: 3 clusters Score -916436.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -916473.562500 Penalty: 4468.018555
	Iteration 13Q: 3 clusters Score -916473.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -916507.250000 Penalty: 4468.018555
	Iteration 14Q: 3 clusters Score -916507.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -916533.000000 Penalty: 4468.018555
	Iteration 15Q: 3 clusters Score -916533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -916549.625000 Penalty: 4468.018555
	Iteration 16Q: 3 clusters Score -916549.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -916558.500000 Penalty: 4468.018555
	Iteration 17Q: 3 clusters Score -916558.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -916565.687500 Penalty: 4468.018555
	Iteration 18Q: 3 clusters Score -916565.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -916573.125000 Penalty: 4468.018555
	Iteration 19Q: 3 clusters Score -916573.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -916579.875000 Penalty: 4468.018555
	Iteration 20F: 3 clusters Score -916579.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -916585.437500 Penalty: 4468.018555
	Iteration 21Q: 3 clusters Score -916585.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -916589.125000 Penalty: 4468.018555
	Iteration 22Q: 3 clusters Score -916589.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -916594.187500 Penalty: 4468.018555
	Iteration 23Q: 3 clusters Score -916594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -916595.000000 Penalty: 4468.018555
	Iteration 24Q: 3 clusters Score -916595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -916600.062500 Penalty: 4468.018555
	Iteration 25Q: 3 clusters Score -916600.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -916604.500000 Penalty: 4468.018555
	Iteration 26Q: 3 clusters Score -916604.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -916607.125000 Penalty: 4468.018555
	Iteration 27Q: 3 clusters Score -916607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -916611.187500 Penalty: 4468.018555
	Iteration 28Q: 3 clusters Score -916611.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -916613.625000 Penalty: 4468.018555
	Iteration 29Q: 3 clusters Score -916613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -916614.000000 Penalty: 4468.018555
	Iteration 30Q: 3 clusters Score -916614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -916615.312500 Penalty: 4468.018555
	Iteration 31Q: 3 clusters Score -916615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -916614.687500 Penalty: 4468.018555
	Iteration 32Q: 3 clusters Score -916614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -916617.000000 Penalty: 4468.018555
	Iteration 33Q: 3 clusters Score -916617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -916619.812500 Penalty: 4468.018555
	Iteration 34Q: 3 clusters Score -916619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -916619.812500 Penalty: 4468.018555
	Iteration 35Q: 3 clusters Score -916619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -916622.937500 Penalty: 4468.018555
	Iteration 36Q: 3 clusters Score -916622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -916622.375000 Penalty: 4468.018555
	Iteration 37Q: 3 clusters Score -916622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -916624.062500 Penalty: 4468.018555
	Iteration 38Q: 3 clusters Score -916624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -916622.312500 Penalty: 4468.018555
	Iteration 39Q: 3 clusters Score -916622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -916626.125000 Penalty: 4468.018555
	Iteration 40F: 3 clusters Score -916626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -916625.625000 Penalty: 4468.018555
	Iteration 41Q: 3 clusters Score -916625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -916625.812500 Penalty: 4468.018555
	Iteration 42Q: 3 clusters Score -916625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -916626.250000 Penalty: 4468.018555
	Iteration 43Q: 3 clusters Score -916626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -916627.437500 Penalty: 4468.018555
	Iteration 44Q: 3 clusters Score -916627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -916628.437500 Penalty: 4468.018555
	Iteration 45Q: 3 clusters Score -916628.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -916628.437500 Penalty: 4468.018555
	Iteration 46F: 3 clusters Score -916628.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Entering Unmasked Estep 
Score: -6627367.500000 Penalty: 2701.411133
	Iteration 0F: 2 clusters Score -6627368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -6591243.000000 Penalty: 5402.822266
	Iteration 0F: 3 clusters Score -6591243 nChanged 24840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6604815.500000 Penalty: 5402.822266
	Iteration 1F: 3 clusters Score -6604816 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6605357.000000 Penalty: 5402.822266
	Iteration 2Q: 3 clusters Score -6605357 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -6606045.500000 Penalty: 5402.822266
	Iteration 3Q: 3 clusters Score -6606046 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -6607094.000000 Penalty: 5402.822266
	Iteration 4Q: 3 clusters Score -6607094 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6608800.000000 Penalty: 5402.822266
	Iteration 5F: 3 clusters Score -6608800 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -6611631.000000 Penalty: 5402.822266
	Iteration 6F: 3 clusters Score -6611631 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -6615330.500000 Penalty: 5402.822266
	Iteration 7F: 3 clusters Score -6615330 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -6619207.000000 Penalty: 5402.822266
	Iteration 8F: 3 clusters Score -6619207 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6622026.500000 Penalty: 5402.822266
	Iteration 9F: 3 clusters Score -6622026 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6623659.000000 Penalty: 5402.822266
	Iteration 10Q: 3 clusters Score -6623659 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6624404.000000 Penalty: 5402.822266
	Iteration 11Q: 3 clusters Score -6624404 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6624745.500000 Penalty: 5402.822266
	Iteration 12Q: 3 clusters Score -6624746 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6624866.000000 Penalty: 5402.822266
	Iteration 13Q: 3 clusters Score -6624866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6624964.500000 Penalty: 5402.822266
	Iteration 14Q: 3 clusters Score -6624964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6625018.500000 Penalty: 5402.822266
	Iteration 15Q: 3 clusters Score -6625018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6625044.500000 Penalty: 5402.822266
	Iteration 16Q: 3 clusters Score -6625044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6625056.500000 Penalty: 5402.822266
	Iteration 17Q: 3 clusters Score -6625056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6625071.500000 Penalty: 5402.822266
	Iteration 18Q: 3 clusters Score -6625072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6625090.000000 Penalty: 5402.822266
	Iteration 19Q: 3 clusters Score -6625090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6625097.500000 Penalty: 5402.822266
	Iteration 20F: 3 clusters Score -6625098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6625100.500000 Penalty: 5402.822266
	Iteration 21Q: 3 clusters Score -6625100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6625099.500000 Penalty: 5402.822266
	Iteration 22Q: 3 clusters Score -6625100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6625102.000000 Penalty: 5402.822266
	Iteration 23Q: 3 clusters Score -6625102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6625101.500000 Penalty: 5402.822266
	Iteration 24Q: 3 clusters Score -6625102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6625103.500000 Penalty: 5402.822266
	Iteration 25Q: 3 clusters Score -6625104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6625103.500000 Penalty: 5402.822266
	Iteration 26F: 3 clusters Score -6625104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -682742.625000 Penalty: 2154.527344
	Iteration 0F: 2 clusters Score -682742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -677661.937500 Penalty: 4309.054688
	Iteration 0F: 3 clusters Score -677661.9 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -679159.500000 Penalty: 4309.054688
	Iteration 1F: 3 clusters Score -679159.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -679607.375000 Penalty: 4309.054688
	Iteration 2F: 3 clusters Score -679607.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -680004.375000 Penalty: 4309.054688
	Iteration 3F: 3 clusters Score -680004.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -680363.750000 Penalty: 4309.054688
	Iteration 4F: 3 clusters Score -680363.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -680657.562500 Penalty: 4309.054688
	Iteration 5F: 3 clusters Score -680657.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -680887.500000 Penalty: 4309.054688
	Iteration 6Q: 3 clusters Score -680887.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -681061.000000 Penalty: 4309.054688
	Iteration 7Q: 3 clusters Score -681061 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -681225.875000 Penalty: 4309.054688
	Iteration 8Q: 3 clusters Score -681225.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -681340.125000 Penalty: 4309.054688
	Iteration 9Q: 3 clusters Score -681340.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -681424.187500 Penalty: 4309.054688
	Iteration 10Q: 3 clusters Score -681424.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -681475.312500 Penalty: 4309.054688
	Iteration 11Q: 3 clusters Score -681475.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -681509.000000 Penalty: 4309.054688
	Iteration 12Q: 3 clusters Score -681509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -681530.437500 Penalty: 4309.054688
	Iteration 13Q: 3 clusters Score -681530.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -681547.875000 Penalty: 4309.054688
	Iteration 14Q: 3 clusters Score -681547.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -681566.000000 Penalty: 4309.054688
	Iteration 15Q: 3 clusters Score -681566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -681576.750000 Penalty: 4309.054688
	Iteration 16Q: 3 clusters Score -681576.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -681591.062500 Penalty: 4309.054688
	Iteration 17Q: 3 clusters Score -681591.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -681605.812500 Penalty: 4309.054688
	Iteration 18Q: 3 clusters Score -681605.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -681621.187500 Penalty: 4309.054688
	Iteration 19Q: 3 clusters Score -681621.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -681637.125000 Penalty: 4309.054688
	Iteration 20F: 3 clusters Score -681637.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -681648.937500 Penalty: 4309.054688
	Iteration 21Q: 3 clusters Score -681648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -681659.625000 Penalty: 4309.054688
	Iteration 22Q: 3 clusters Score -681659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -681667.750000 Penalty: 4309.054688
	Iteration 23Q: 3 clusters Score -681667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -681672.750000 Penalty: 4309.054688
	Iteration 24Q: 3 clusters Score -681672.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -681680.750000 Penalty: 4309.054688
	Iteration 25Q: 3 clusters Score -681680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -681688.562500 Penalty: 4309.054688
	Iteration 26Q: 3 clusters Score -681688.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -681693.687500 Penalty: 4309.054688
	Iteration 27Q: 3 clusters Score -681693.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -681697.375000 Penalty: 4309.054688
	Iteration 28Q: 3 clusters Score -681697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -681701.687500 Penalty: 4309.054688
	Iteration 29Q: 3 clusters Score -681701.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -681702.937500 Penalty: 4309.054688
	Iteration 30Q: 3 clusters Score -681702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -681707.687500 Penalty: 4309.054688
	Iteration 31Q: 3 clusters Score -681707.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -681707.687500 Penalty: 4309.054688
	Iteration 32Q: 3 clusters Score -681707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -681709.250000 Penalty: 4309.054688
	Iteration 33Q: 3 clusters Score -681709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -681711.687500 Penalty: 4309.054688
	Iteration 34Q: 3 clusters Score -681711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -681715.187500 Penalty: 4309.054688
	Iteration 35Q: 3 clusters Score -681715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -681717.625000 Penalty: 4309.054688
	Iteration 36Q: 3 clusters Score -681717.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -681718.937500 Penalty: 4309.054688
	Iteration 37Q: 3 clusters Score -681718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -681719.437500 Penalty: 4309.054688
	Iteration 38Q: 3 clusters Score -681719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -681721.187500 Penalty: 4309.054688
	Iteration 39Q: 3 clusters Score -681721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -681722.000000 Penalty: 4309.054688
	Iteration 40F: 3 clusters Score -681722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -681723.375000 Penalty: 4309.054688
	Iteration 41Q: 3 clusters Score -681723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -681726.312500 Penalty: 4309.054688
	Iteration 42Q: 3 clusters Score -681726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -681727.750000 Penalty: 4309.054688
	Iteration 43Q: 3 clusters Score -681727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -681727.125000 Penalty: 4309.054688
	Iteration 44Q: 3 clusters Score -681727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -681728.437500 Penalty: 4309.054688
	Iteration 45Q: 3 clusters Score -681728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -681728.500000 Penalty: 4309.054688
	Iteration 46Q: 3 clusters Score -681728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -681729.562500 Penalty: 4309.054688
	Iteration 47Q: 3 clusters Score -681729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -681729.750000 Penalty: 4309.054688
	Iteration 48Q: 3 clusters Score -681729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -681729.312500 Penalty: 4309.054688
	Iteration 49Q: 3 clusters Score -681729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -681730.687500 Penalty: 4309.054688
	Iteration 50Q: 3 clusters Score -681730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -681731.750000 Penalty: 4309.054688
	Iteration 51Q: 3 clusters Score -681731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -681735.500000 Penalty: 4309.054688
	Iteration 52Q: 3 clusters Score -681735.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -681736.937500 Penalty: 4309.054688
	Iteration 53Q: 3 clusters Score -681736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -681740.875000 Penalty: 4309.054688
	Iteration 54Q: 3 clusters Score -681740.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -681744.875000 Penalty: 4309.054688
	Iteration 55Q: 3 clusters Score -681744.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -681748.625000 Penalty: 4309.054688
	Iteration 56Q: 3 clusters Score -681748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -681750.187500 Penalty: 4309.054688
	Iteration 57Q: 3 clusters Score -681750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -681751.500000 Penalty: 4309.054688
	Iteration 58Q: 3 clusters Score -681751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -681754.125000 Penalty: 4309.054688
	Iteration 59Q: 3 clusters Score -681754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -681752.375000 Penalty: 4309.054688
	Iteration 60F: 3 clusters Score -681752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Entering Unmasked Estep 
Score: -4829406.000000 Penalty: 2635.199707
	Iteration 0F: 2 clusters Score -4829406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4801444.500000 Penalty: 5270.399414
	Iteration 0F: 3 clusters Score -4801444 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4812049.000000 Penalty: 5270.399414
	Iteration 1F: 3 clusters Score -4812049 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4812803.000000 Penalty: 5270.399414
	Iteration 2Q: 3 clusters Score -4812803 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4813748.500000 Penalty: 5270.399414
	Iteration 3Q: 3 clusters Score -4813748 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4814919.000000 Penalty: 5270.399414
	Iteration 4F: 3 clusters Score -4814919 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4816334.500000 Penalty: 5270.399414
	Iteration 5F: 3 clusters Score -4816334 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -4817889.000000 Penalty: 5270.399414
	Iteration 6F: 3 clusters Score -4817889 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4819760.000000 Penalty: 5270.399414
	Iteration 7F: 3 clusters Score -4819760 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4821737.500000 Penalty: 5270.399414
	Iteration 8F: 3 clusters Score -4821738 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4823554.500000 Penalty: 5270.399414
	Iteration 9F: 3 clusters Score -4823554 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4824803.000000 Penalty: 5270.399414
	Iteration 10Q: 3 clusters Score -4824803 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4825509.500000 Penalty: 5270.399414
	Iteration 11Q: 3 clusters Score -4825510 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4825976.000000 Penalty: 5270.399414
	Iteration 12Q: 3 clusters Score -4825976 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4826271.000000 Penalty: 5270.399414
	Iteration 13Q: 3 clusters Score -4826271 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4826507.000000 Penalty: 5270.399414
	Iteration 14Q: 3 clusters Score -4826507 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4826700.000000 Penalty: 5270.399414
	Iteration 15Q: 3 clusters Score -4826700 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4826874.500000 Penalty: 5270.399414
	Iteration 16Q: 3 clusters Score -4826874 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4827031.500000 Penalty: 5270.399414
	Iteration 17Q: 3 clusters Score -4827032 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4827126.500000 Penalty: 5270.399414
	Iteration 18Q: 3 clusters Score -4827126 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4827210.500000 Penalty: 5270.399414
	Iteration 19Q: 3 clusters Score -4827210 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4827259.500000 Penalty: 5270.399414
	Iteration 20F: 3 clusters Score -4827260 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4827318.000000 Penalty: 5270.399414
	Iteration 21Q: 3 clusters Score -4827318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4827322.000000 Penalty: 5270.399414
	Iteration 22Q: 3 clusters Score -4827322 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4827401.500000 Penalty: 5270.399414
	Iteration 23Q: 3 clusters Score -4827402 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4827447.000000 Penalty: 5270.399414
	Iteration 24Q: 3 clusters Score -4827447 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -4827488.000000 Penalty: 5270.399414
	Iteration 25Q: 3 clusters Score -4827488 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4827542.000000 Penalty: 5270.399414
	Iteration 26Q: 3 clusters Score -4827542 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4827574.500000 Penalty: 5270.399414
	Iteration 27Q: 3 clusters Score -4827574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4827623.000000 Penalty: 5270.399414
	Iteration 28Q: 3 clusters Score -4827623 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4827683.000000 Penalty: 5270.399414
	Iteration 29Q: 3 clusters Score -4827683 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -4827754.500000 Penalty: 5270.399414
	Iteration 30Q: 3 clusters Score -4827754 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -4827825.000000 Penalty: 5270.399414
	Iteration 31Q: 3 clusters Score -4827825 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4827888.000000 Penalty: 5270.399414
	Iteration 32Q: 3 clusters Score -4827888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4827952.000000 Penalty: 5270.399414
	Iteration 33Q: 3 clusters Score -4827952 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4828000.500000 Penalty: 5270.399414
	Iteration 34Q: 3 clusters Score -4828000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4828048.000000 Penalty: 5270.399414
	Iteration 35Q: 3 clusters Score -4828048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4828076.500000 Penalty: 5270.399414
	Iteration 36Q: 3 clusters Score -4828076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4828090.000000 Penalty: 5270.399414
	Iteration 37Q: 3 clusters Score -4828090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4828099.000000 Penalty: 5270.399414
	Iteration 38Q: 3 clusters Score -4828099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4828127.500000 Penalty: 5270.399414
	Iteration 39Q: 3 clusters Score -4828128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4828146.000000 Penalty: 5270.399414
	Iteration 40F: 3 clusters Score -4828146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4828170.500000 Penalty: 5270.399414
	Iteration 41Q: 3 clusters Score -4828170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4828194.500000 Penalty: 5270.399414
	Iteration 42Q: 3 clusters Score -4828194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4828214.000000 Penalty: 5270.399414
	Iteration 43Q: 3 clusters Score -4828214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4828232.000000 Penalty: 5270.399414
	Iteration 44Q: 3 clusters Score -4828232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4828250.500000 Penalty: 5270.399414
	Iteration 45Q: 3 clusters Score -4828250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4828269.500000 Penalty: 5270.399414
	Iteration 46Q: 3 clusters Score -4828270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4828279.000000 Penalty: 5270.399414
	Iteration 47Q: 3 clusters Score -4828279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4828305.500000 Penalty: 5270.399414
	Iteration 48Q: 3 clusters Score -4828306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4828308.000000 Penalty: 5270.399414
	Iteration 49Q: 3 clusters Score -4828308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4828325.000000 Penalty: 5270.399414
	Iteration 50Q: 3 clusters Score -4828325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4828323.500000 Penalty: 5270.399414
	Iteration 51Q: 3 clusters Score -4828324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4828331.500000 Penalty: 5270.399414
	Iteration 52Q: 3 clusters Score -4828332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4828324.500000 Penalty: 5270.399414
	Iteration 53Q: 3 clusters Score -4828324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4828336.000000 Penalty: 5270.399414
	Iteration 54Q: 3 clusters Score -4828336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4828331.000000 Penalty: 5270.399414
	Iteration 55Q: 3 clusters Score -4828331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4828334.500000 Penalty: 5270.399414
	Iteration 56Q: 3 clusters Score -4828334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4828339.000000 Penalty: 5270.399414
	Iteration 57Q: 3 clusters Score -4828339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4828339.500000 Penalty: 5270.399414
	Iteration 58Q: 3 clusters Score -4828340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4828339.000000 Penalty: 5270.399414
	Iteration 59Q: 3 clusters Score -4828339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4828340.000000 Penalty: 5270.399414
	Iteration 60F: 3 clusters Score -4828340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4828338.000000 Penalty: 5270.399414
	Iteration 61Q: 3 clusters Score -4828338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4828338.500000 Penalty: 5270.399414
	Iteration 62Q: 3 clusters Score -4828338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4828341.000000 Penalty: 5270.399414
	Iteration 63Q: 3 clusters Score -4828341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4828339.500000 Penalty: 5270.399414
	Iteration 64Q: 3 clusters Score -4828340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4828338.000000 Penalty: 5270.399414
	Iteration 65Q: 3 clusters Score -4828338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4828349.000000 Penalty: 5270.399414
	Iteration 66Q: 3 clusters Score -4828349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4828347.000000 Penalty: 5270.399414
	Iteration 67Q: 3 clusters Score -4828347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4828354.000000 Penalty: 5270.399414
	Iteration 68Q: 3 clusters Score -4828354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4828350.000000 Penalty: 5270.399414
	Iteration 69Q: 3 clusters Score -4828350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4828346.500000 Penalty: 5270.399414
	Iteration 70Q: 3 clusters Score -4828346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4828342.000000 Penalty: 5270.399414
	Iteration 71Q: 3 clusters Score -4828342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4828342.000000 Penalty: 5270.399414
	Iteration 72F: 3 clusters Score -4828342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Entering Unmasked Estep 
Score: -1045793.125000 Penalty: 2251.445068
	Iteration 0F: 2 clusters Score -1045793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1038948.312500 Penalty: 4502.890137
	Iteration 0F: 3 clusters Score -1038948 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1040815.625000 Penalty: 4502.890137
	Iteration 1F: 3 clusters Score -1040816 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1041073.250000 Penalty: 4502.890137
	Iteration 2F: 3 clusters Score -1041073 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1041257.812500 Penalty: 4502.890137
	Iteration 3Q: 3 clusters Score -1041258 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1041390.187500 Penalty: 4502.890137
	Iteration 4Q: 3 clusters Score -1041390 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1041479.062500 Penalty: 4502.890137
	Iteration 5Q: 3 clusters Score -1041479 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1041547.875000 Penalty: 4502.890137
	Iteration 6Q: 3 clusters Score -1041548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1041601.625000 Penalty: 4502.890137
	Iteration 7Q: 3 clusters Score -1041602 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1041648.875000 Penalty: 4502.890137
	Iteration 8Q: 3 clusters Score -1041649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1041697.437500 Penalty: 4502.890137
	Iteration 9Q: 3 clusters Score -1041697 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1041748.437500 Penalty: 4502.890137
	Iteration 10Q: 3 clusters Score -1041748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1041807.812500 Penalty: 4502.890137
	Iteration 11Q: 3 clusters Score -1041808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1041851.250000 Penalty: 4502.890137
	Iteration 12Q: 3 clusters Score -1041851 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1041898.625000 Penalty: 4502.890137
	Iteration 13Q: 3 clusters Score -1041899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1041942.937500 Penalty: 4502.890137
	Iteration 14Q: 3 clusters Score -1041943 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1041989.375000 Penalty: 4502.890137
	Iteration 15Q: 3 clusters Score -1041989 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1042031.875000 Penalty: 4502.890137
	Iteration 16Q: 3 clusters Score -1042032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1042087.125000 Penalty: 4502.890137
	Iteration 17Q: 3 clusters Score -1042087 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1042141.125000 Penalty: 4502.890137
	Iteration 18Q: 3 clusters Score -1042141 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1042207.750000 Penalty: 4502.890137
	Iteration 19Q: 3 clusters Score -1042208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1042288.937500 Penalty: 4502.890137
	Iteration 20F: 3 clusters Score -1042289 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1042373.625000 Penalty: 4502.890137
	Iteration 21Q: 3 clusters Score -1042374 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1042467.500000 Penalty: 4502.890137
	Iteration 22Q: 3 clusters Score -1042468 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1042555.562500 Penalty: 4502.890137
	Iteration 23Q: 3 clusters Score -1042556 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1042636.875000 Penalty: 4502.890137
	Iteration 24Q: 3 clusters Score -1042637 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1042700.812500 Penalty: 4502.890137
	Iteration 25Q: 3 clusters Score -1042701 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1042749.875000 Penalty: 4502.890137
	Iteration 26Q: 3 clusters Score -1042750 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1042808.000000 Penalty: 4502.890137
	Iteration 27Q: 3 clusters Score -1042808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1042856.000000 Penalty: 4502.890137
	Iteration 28Q: 3 clusters Score -1042856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1042906.312500 Penalty: 4502.890137
	Iteration 29Q: 3 clusters Score -1042906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1042967.250000 Penalty: 4502.890137
	Iteration 30Q: 3 clusters Score -1042967 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1043038.000000 Penalty: 4502.890137
	Iteration 31Q: 3 clusters Score -1043038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1043090.250000 Penalty: 4502.890137
	Iteration 32Q: 3 clusters Score -1043090 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1043136.437500 Penalty: 4502.890137
	Iteration 33Q: 3 clusters Score -1043136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1043179.625000 Penalty: 4502.890137
	Iteration 34Q: 3 clusters Score -1043180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1043216.687500 Penalty: 4502.890137
	Iteration 35Q: 3 clusters Score -1043217 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1043248.750000 Penalty: 4502.890137
	Iteration 36Q: 3 clusters Score -1043249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1043270.250000 Penalty: 4502.890137
	Iteration 37Q: 3 clusters Score -1043270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1043292.437500 Penalty: 4502.890137
	Iteration 38Q: 3 clusters Score -1043292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1043309.250000 Penalty: 4502.890137
	Iteration 39Q: 3 clusters Score -1043309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1043324.500000 Penalty: 4502.890137
	Iteration 40F: 3 clusters Score -1043324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1043336.625000 Penalty: 4502.890137
	Iteration 41Q: 3 clusters Score -1043337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1043347.437500 Penalty: 4502.890137
	Iteration 42Q: 3 clusters Score -1043347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1043358.500000 Penalty: 4502.890137
	Iteration 43Q: 3 clusters Score -1043358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1043373.000000 Penalty: 4502.890137
	Iteration 44Q: 3 clusters Score -1043373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1043387.500000 Penalty: 4502.890137
	Iteration 45Q: 3 clusters Score -1043388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1043402.437500 Penalty: 4502.890137
	Iteration 46Q: 3 clusters Score -1043402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1043412.437500 Penalty: 4502.890137
	Iteration 47Q: 3 clusters Score -1043412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1043417.000000 Penalty: 4502.890137
	Iteration 48Q: 3 clusters Score -1043417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1043426.000000 Penalty: 4502.890137
	Iteration 49Q: 3 clusters Score -1043426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1043431.000000 Penalty: 4502.890137
	Iteration 50Q: 3 clusters Score -1043431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1043434.937500 Penalty: 4502.890137
	Iteration 51Q: 3 clusters Score -1043435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1043440.000000 Penalty: 4502.890137
	Iteration 52Q: 3 clusters Score -1043440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1043449.062500 Penalty: 4502.890137
	Iteration 53Q: 3 clusters Score -1043449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1043456.875000 Penalty: 4502.890137
	Iteration 54Q: 3 clusters Score -1043457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1043461.312500 Penalty: 4502.890137
	Iteration 55Q: 3 clusters Score -1043461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1043466.500000 Penalty: 4502.890137
	Iteration 56Q: 3 clusters Score -1043466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1043473.125000 Penalty: 4502.890137
	Iteration 57Q: 3 clusters Score -1043473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1043479.000000 Penalty: 4502.890137
	Iteration 58Q: 3 clusters Score -1043479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1043487.625000 Penalty: 4502.890137
	Iteration 59Q: 3 clusters Score -1043488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1043497.125000 Penalty: 4502.890137
	Iteration 60F: 3 clusters Score -1043497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1043507.812500 Penalty: 4502.890137
	Iteration 61Q: 3 clusters Score -1043508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1043520.250000 Penalty: 4502.890137
	Iteration 62Q: 3 clusters Score -1043520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1043525.750000 Penalty: 4502.890137
	Iteration 63Q: 3 clusters Score -1043526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1043531.437500 Penalty: 4502.890137
	Iteration 64Q: 3 clusters Score -1043531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1043539.187500 Penalty: 4502.890137
	Iteration 65Q: 3 clusters Score -1043539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1043550.750000 Penalty: 4502.890137
	Iteration 66Q: 3 clusters Score -1043551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1043558.000000 Penalty: 4502.890137
	Iteration 67Q: 3 clusters Score -1043558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1043563.562500 Penalty: 4502.890137
	Iteration 68Q: 3 clusters Score -1043564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1043570.062500 Penalty: 4502.890137
	Iteration 69Q: 3 clusters Score -1043570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1043579.625000 Penalty: 4502.890137
	Iteration 70Q: 3 clusters Score -1043580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1043592.687500 Penalty: 4502.890137
	Iteration 71Q: 3 clusters Score -1043593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1043598.000000 Penalty: 4502.890137
	Iteration 72Q: 3 clusters Score -1043598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1043607.625000 Penalty: 4502.890137
	Iteration 73Q: 3 clusters Score -1043608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1043613.250000 Penalty: 4502.890137
	Iteration 74Q: 3 clusters Score -1043613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1043625.375000 Penalty: 4502.890137
	Iteration 75Q: 3 clusters Score -1043625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1043630.062500 Penalty: 4502.890137
	Iteration 76Q: 3 clusters Score -1043630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1043637.687500 Penalty: 4502.890137
	Iteration 77Q: 3 clusters Score -1043638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1043645.562500 Penalty: 4502.890137
	Iteration 78Q: 3 clusters Score -1043646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1043654.125000 Penalty: 4502.890137
	Iteration 79Q: 3 clusters Score -1043654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1043665.187500 Penalty: 4502.890137
	Iteration 80F: 3 clusters Score -1043665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1043671.312500 Penalty: 4502.890137
	Iteration 81Q: 3 clusters Score -1043671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1043674.312500 Penalty: 4502.890137
	Iteration 82Q: 3 clusters Score -1043674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1043680.375000 Penalty: 4502.890137
	Iteration 83Q: 3 clusters Score -1043680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1043688.375000 Penalty: 4502.890137
	Iteration 84Q: 3 clusters Score -1043688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1043694.687500 Penalty: 4502.890137
	Iteration 85Q: 3 clusters Score -1043695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1043702.437500 Penalty: 4502.890137
	Iteration 86Q: 3 clusters Score -1043702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1043710.000000 Penalty: 4502.890137
	Iteration 87Q: 3 clusters Score -1043710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1043711.500000 Penalty: 4502.890137
	Iteration 88Q: 3 clusters Score -1043712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1043713.437500 Penalty: 4502.890137
	Iteration 89Q: 3 clusters Score -1043713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1043714.500000 Penalty: 4502.890137
	Iteration 90Q: 3 clusters Score -1043714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1043718.125000 Penalty: 4502.890137
	Iteration 91Q: 3 clusters Score -1043718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1043718.062500 Penalty: 4502.890137
	Iteration 92Q: 3 clusters Score -1043718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1043719.187500 Penalty: 4502.890137
	Iteration 93Q: 3 clusters Score -1043719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1043720.937500 Penalty: 4502.890137
	Iteration 94Q: 3 clusters Score -1043721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1043719.562500 Penalty: 4502.890137
	Iteration 95Q: 3 clusters Score -1043720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1043720.875000 Penalty: 4502.890137
	Iteration 96Q: 3 clusters Score -1043721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1043722.562500 Penalty: 4502.890137
	Iteration 97Q: 3 clusters Score -1043723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1043723.937500 Penalty: 4502.890137
	Iteration 98Q: 3 clusters Score -1043724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1043723.812500 Penalty: 4502.890137
	Iteration 99Q: 3 clusters Score -1043724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1043723.812500 Penalty: 4502.890137
	Iteration 100F: 3 clusters Score -1043724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182091 members 
Entering Unmasked Estep 
Score: -22628636.000000 Penalty: 3003.840820
	Iteration 0F: 2 clusters Score -2.262864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -22511304.000000 Penalty: 6007.681641
	Iteration 0F: 3 clusters Score -2.25113e+07 nChanged 87622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -22561956.000000 Penalty: 6007.681641
	Iteration 1F: 3 clusters Score -2.256196e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -22562868.000000 Penalty: 6007.681641
	Iteration 2Q: 3 clusters Score -2.256287e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -22564356.000000 Penalty: 6007.681641
	Iteration 3Q: 3 clusters Score -2.256436e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -22566564.000000 Penalty: 6007.681641
	Iteration 4Q: 3 clusters Score -2.256656e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -22570296.000000 Penalty: 6007.681641
	Iteration 5Q: 3 clusters Score -2.25703e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 115963 members 
Entering Unmasked Estep 
Score: -22576280.000000 Penalty: 6007.681641
	Iteration 6F: 3 clusters Score -2.257628e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -22584384.000000 Penalty: 6007.681641
	Iteration 7F: 3 clusters Score -2.258438e+07 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -22594730.000000 Penalty: 6007.681641
	Iteration 8F: 3 clusters Score -2.259473e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -22605310.000000 Penalty: 6007.681641
	Iteration 9F: 3 clusters Score -2.260531e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 163042 members 
Entering Unmasked Estep 
Score: -22613692.000000 Penalty: 6007.681641
	Iteration 10F: 3 clusters Score -2.261369e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -22619770.000000 Penalty: 6007.681641
	Iteration 11Q: 3 clusters Score -2.261977e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -22623062.000000 Penalty: 6007.681641
	Iteration 12Q: 3 clusters Score -2.262306e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 179251 members 
Entering Unmasked Estep 
Score: -22624832.000000 Penalty: 6007.681641
	Iteration 13Q: 3 clusters Score -2.262483e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -22625610.000000 Penalty: 6007.681641
	Iteration 14Q: 3 clusters Score -2.262561e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -22625886.000000 Penalty: 6007.681641
	Iteration 15Q: 3 clusters Score -2.262589e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 181278 members 
Entering Unmasked Estep 
Score: -22626108.000000 Penalty: 6007.681641
	Iteration 16Q: 3 clusters Score -2.262611e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 181393 members 
Entering Unmasked Estep 
Score: -22626194.000000 Penalty: 6007.681641
	Iteration 17Q: 3 clusters Score -2.262619e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 181450 members 
Entering Unmasked Estep 
Score: -22626216.000000 Penalty: 6007.681641
	Iteration 18Q: 3 clusters Score -2.262622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 181485 members 
Entering Unmasked Estep 
Score: -22626226.000000 Penalty: 6007.681641
	Iteration 19Q: 3 clusters Score -2.262623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 181515 members 
Entering Unmasked Estep 
Score: -22626266.000000 Penalty: 6007.681641
	Iteration 20F: 3 clusters Score -2.262627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 181524 members 
Entering Unmasked Estep 
Score: -22626272.000000 Penalty: 6007.681641
	Iteration 21Q: 3 clusters Score -2.262627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 181526 members 
Entering Unmasked Estep 
Score: -22626294.000000 Penalty: 6007.681641
	Iteration 22Q: 3 clusters Score -2.262629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 181527 members 
Entering Unmasked Estep 
Score: -22626296.000000 Penalty: 6007.681641
	Iteration 23Q: 3 clusters Score -2.26263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 181530 members 
Entering Unmasked Estep 
Score: -22626308.000000 Penalty: 6007.681641
	Iteration 24Q: 3 clusters Score -2.262631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 181534 members 
Entering Unmasked Estep 
Score: -22626310.000000 Penalty: 6007.681641
	Iteration 25Q: 3 clusters Score -2.262631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 181537 members 
Entering Unmasked Estep 
Score: -22626302.000000 Penalty: 6007.681641
	Iteration 26Q: 3 clusters Score -2.26263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 181544 members 
Entering Unmasked Estep 
Score: -22626326.000000 Penalty: 6007.681641
	Iteration 27Q: 3 clusters Score -2.262633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 181547 members 
Entering Unmasked Estep 
Score: -22626344.000000 Penalty: 6007.681641
	Iteration 28Q: 3 clusters Score -2.262634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 181549 members 
Entering Unmasked Estep 
Score: -22626338.000000 Penalty: 6007.681641
	Iteration 29Q: 3 clusters Score -2.262634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 181555 members 
Entering Unmasked Estep 
Score: -22626328.000000 Penalty: 6007.681641
	Iteration 30Q: 3 clusters Score -2.262633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 181558 members 
Entering Unmasked Estep 
Score: -22626330.000000 Penalty: 6007.681641
	Iteration 31Q: 3 clusters Score -2.262633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 181561 members 
Entering Unmasked Estep 
Score: -22626310.000000 Penalty: 6007.681641
	Iteration 32Q: 3 clusters Score -2.262631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 181570 members 
Entering Unmasked Estep 
Score: -22626300.000000 Penalty: 6007.681641
	Iteration 33Q: 3 clusters Score -2.26263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -22626310.000000 Penalty: 6007.681641
	Iteration 34Q: 3 clusters Score -2.262631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 181573 members 
Entering Unmasked Estep 
Score: -22626316.000000 Penalty: 6007.681641
	Iteration 35Q: 3 clusters Score -2.262632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -22626312.000000 Penalty: 6007.681641
	Iteration 36Q: 3 clusters Score -2.262631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 181572 members 
Entering Unmasked Estep 
Score: -22626318.000000 Penalty: 6007.681641
	Iteration 37Q: 3 clusters Score -2.262632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -22626322.000000 Penalty: 6007.681641
	Iteration 38Q: 3 clusters Score -2.262632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -22626330.000000 Penalty: 6007.681641
	Iteration 39Q: 3 clusters Score -2.262633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 181575 members 
Entering Unmasked Estep 
Score: -22626322.000000 Penalty: 6007.681641
	Iteration 40F: 3 clusters Score -2.262632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 181575 members 
Entering Unmasked Estep 
Score: -22626326.000000 Penalty: 6007.681641
	Iteration 41Q: 3 clusters Score -2.262633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 181575 members 
Entering Unmasked Estep 
Score: -22626326.000000 Penalty: 6007.681641
	Iteration 42F: 3 clusters Score -2.262633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -800354.625000 Penalty: 2189.212158
	Iteration 0F: 2 clusters Score -800354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -794707.187500 Penalty: 4378.424316
	Iteration 0F: 3 clusters Score -794707.2 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -796178.562500 Penalty: 4378.424316
	Iteration 1F: 3 clusters Score -796178.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -796440.500000 Penalty: 4378.424316
	Iteration 2F: 3 clusters Score -796440.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -796638.750000 Penalty: 4378.424316
	Iteration 3F: 3 clusters Score -796638.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -796772.000000 Penalty: 4378.424316
	Iteration 4Q: 3 clusters Score -796772 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -796880.500000 Penalty: 4378.424316
	Iteration 5Q: 3 clusters Score -796880.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -796976.312500 Penalty: 4378.424316
	Iteration 6Q: 3 clusters Score -796976.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -797061.375000 Penalty: 4378.424316
	Iteration 7Q: 3 clusters Score -797061.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -797144.875000 Penalty: 4378.424316
	Iteration 8Q: 3 clusters Score -797144.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -797236.875000 Penalty: 4378.424316
	Iteration 9Q: 3 clusters Score -797236.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -797332.875000 Penalty: 4378.424316
	Iteration 10Q: 3 clusters Score -797332.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -797431.062500 Penalty: 4378.424316
	Iteration 11Q: 3 clusters Score -797431.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -797532.812500 Penalty: 4378.424316
	Iteration 12Q: 3 clusters Score -797532.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -797641.000000 Penalty: 4378.424316
	Iteration 13Q: 3 clusters Score -797641 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -797751.062500 Penalty: 4378.424316
	Iteration 14Q: 3 clusters Score -797751.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -797873.687500 Penalty: 4378.424316
	Iteration 15Q: 3 clusters Score -797873.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -797988.375000 Penalty: 4378.424316
	Iteration 16Q: 3 clusters Score -797988.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -798109.875000 Penalty: 4378.424316
	Iteration 17Q: 3 clusters Score -798109.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -798239.687500 Penalty: 4378.424316
	Iteration 18Q: 3 clusters Score -798239.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -798349.625000 Penalty: 4378.424316
	Iteration 19Q: 3 clusters Score -798349.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -798440.500000 Penalty: 4378.424316
	Iteration 20F: 3 clusters Score -798440.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -798545.375000 Penalty: 4378.424316
	Iteration 21Q: 3 clusters Score -798545.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -798646.625000 Penalty: 4378.424316
	Iteration 22Q: 3 clusters Score -798646.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -798710.812500 Penalty: 4378.424316
	Iteration 23Q: 3 clusters Score -798710.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -798777.875000 Penalty: 4378.424316
	Iteration 24Q: 3 clusters Score -798777.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -798835.687500 Penalty: 4378.424316
	Iteration 25Q: 3 clusters Score -798835.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -798890.187500 Penalty: 4378.424316
	Iteration 26Q: 3 clusters Score -798890.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -798943.937500 Penalty: 4378.424316
	Iteration 27Q: 3 clusters Score -798943.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -798989.875000 Penalty: 4378.424316
	Iteration 28Q: 3 clusters Score -798989.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -799030.250000 Penalty: 4378.424316
	Iteration 29Q: 3 clusters Score -799030.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -799066.625000 Penalty: 4378.424316
	Iteration 30Q: 3 clusters Score -799066.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -799097.750000 Penalty: 4378.424316
	Iteration 31Q: 3 clusters Score -799097.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -799144.875000 Penalty: 4378.424316
	Iteration 32Q: 3 clusters Score -799144.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -799183.375000 Penalty: 4378.424316
	Iteration 33Q: 3 clusters Score -799183.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -799211.250000 Penalty: 4378.424316
	Iteration 34Q: 3 clusters Score -799211.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -799229.125000 Penalty: 4378.424316
	Iteration 35Q: 3 clusters Score -799229.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -799238.750000 Penalty: 4378.424316
	Iteration 36Q: 3 clusters Score -799238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -799245.375000 Penalty: 4378.424316
	Iteration 37Q: 3 clusters Score -799245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -799248.937500 Penalty: 4378.424316
	Iteration 38Q: 3 clusters Score -799248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -799254.187500 Penalty: 4378.424316
	Iteration 39Q: 3 clusters Score -799254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -799256.312500 Penalty: 4378.424316
	Iteration 40F: 3 clusters Score -799256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -799259.750000 Penalty: 4378.424316
	Iteration 41Q: 3 clusters Score -799259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -799259.687500 Penalty: 4378.424316
	Iteration 42Q: 3 clusters Score -799259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -799258.875000 Penalty: 4378.424316
	Iteration 43Q: 3 clusters Score -799258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -799258.875000 Penalty: 4378.424316
	Iteration 44F: 3 clusters Score -799258.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Entering Unmasked Estep 
Score: -3939346.500000 Penalty: 2573.839600
	Iteration 0F: 2 clusters Score -3939346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3917376.500000 Penalty: 5147.679199
	Iteration 0F: 3 clusters Score -3917376 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3925318.000000 Penalty: 5147.679199
	Iteration 1F: 3 clusters Score -3925318 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3925876.500000 Penalty: 5147.679199
	Iteration 2F: 3 clusters Score -3925876 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3926517.750000 Penalty: 5147.679199
	Iteration 3Q: 3 clusters Score -3926518 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3927283.250000 Penalty: 5147.679199
	Iteration 4F: 3 clusters Score -3927283 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3928376.000000 Penalty: 5147.679199
	Iteration 5F: 3 clusters Score -3928376 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3929658.500000 Penalty: 5147.679199
	Iteration 6F: 3 clusters Score -3929658 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3931221.750000 Penalty: 5147.679199
	Iteration 7F: 3 clusters Score -3931222 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3932755.250000 Penalty: 5147.679199
	Iteration 8F: 3 clusters Score -3932755 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3933968.500000 Penalty: 5147.679199
	Iteration 9Q: 3 clusters Score -3933968 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3934976.250000 Penalty: 5147.679199
	Iteration 10Q: 3 clusters Score -3934976 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3935708.750000 Penalty: 5147.679199
	Iteration 11Q: 3 clusters Score -3935709 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3936238.500000 Penalty: 5147.679199
	Iteration 12Q: 3 clusters Score -3936238 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3936669.000000 Penalty: 5147.679199
	Iteration 13Q: 3 clusters Score -3936669 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3936978.250000 Penalty: 5147.679199
	Iteration 14Q: 3 clusters Score -3936978 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3937220.250000 Penalty: 5147.679199
	Iteration 15Q: 3 clusters Score -3937220 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3937400.500000 Penalty: 5147.679199
	Iteration 16Q: 3 clusters Score -3937400 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3937517.500000 Penalty: 5147.679199
	Iteration 17Q: 3 clusters Score -3937518 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3937613.000000 Penalty: 5147.679199
	Iteration 18Q: 3 clusters Score -3937613 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3937675.000000 Penalty: 5147.679199
	Iteration 19Q: 3 clusters Score -3937675 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3937727.000000 Penalty: 5147.679199
	Iteration 20F: 3 clusters Score -3937727 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3937778.250000 Penalty: 5147.679199
	Iteration 21Q: 3 clusters Score -3937778 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3937816.000000 Penalty: 5147.679199
	Iteration 22Q: 3 clusters Score -3937816 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3937827.250000 Penalty: 5147.679199
	Iteration 23Q: 3 clusters Score -3937827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3937834.250000 Penalty: 5147.679199
	Iteration 24Q: 3 clusters Score -3937834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3937842.500000 Penalty: 5147.679199
	Iteration 25Q: 3 clusters Score -3937842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3937843.500000 Penalty: 5147.679199
	Iteration 26Q: 3 clusters Score -3937844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3937852.000000 Penalty: 5147.679199
	Iteration 27Q: 3 clusters Score -3937852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3937860.750000 Penalty: 5147.679199
	Iteration 28Q: 3 clusters Score -3937861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3937867.500000 Penalty: 5147.679199
	Iteration 29Q: 3 clusters Score -3937868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3937876.750000 Penalty: 5147.679199
	Iteration 30Q: 3 clusters Score -3937877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3937885.000000 Penalty: 5147.679199
	Iteration 31Q: 3 clusters Score -3937885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3937892.750000 Penalty: 5147.679199
	Iteration 32Q: 3 clusters Score -3937893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3937900.500000 Penalty: 5147.679199
	Iteration 33Q: 3 clusters Score -3937900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3937898.250000 Penalty: 5147.679199
	Iteration 34Q: 3 clusters Score -3937898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3937906.500000 Penalty: 5147.679199
	Iteration 35Q: 3 clusters Score -3937906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3937917.000000 Penalty: 5147.679199
	Iteration 36Q: 3 clusters Score -3937917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3937919.250000 Penalty: 5147.679199
	Iteration 37Q: 3 clusters Score -3937919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3937919.500000 Penalty: 5147.679199
	Iteration 38Q: 3 clusters Score -3937920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3937929.250000 Penalty: 5147.679199
	Iteration 39Q: 3 clusters Score -3937929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3937932.750000 Penalty: 5147.679199
	Iteration 40F: 3 clusters Score -3937933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3937938.250000 Penalty: 5147.679199
	Iteration 41Q: 3 clusters Score -3937938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3937947.750000 Penalty: 5147.679199
	Iteration 42Q: 3 clusters Score -3937948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3937963.250000 Penalty: 5147.679199
	Iteration 43Q: 3 clusters Score -3937963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3937978.000000 Penalty: 5147.679199
	Iteration 44Q: 3 clusters Score -3937978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3937977.250000 Penalty: 5147.679199
	Iteration 45Q: 3 clusters Score -3937977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3937979.000000 Penalty: 5147.679199
	Iteration 46Q: 3 clusters Score -3937979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3937979.750000 Penalty: 5147.679199
	Iteration 47Q: 3 clusters Score -3937980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3937987.750000 Penalty: 5147.679199
	Iteration 48Q: 3 clusters Score -3937988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3938004.500000 Penalty: 5147.679199
	Iteration 49Q: 3 clusters Score -3938004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3938003.500000 Penalty: 5147.679199
	Iteration 50Q: 3 clusters Score -3938004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3938006.000000 Penalty: 5147.679199
	Iteration 51Q: 3 clusters Score -3938006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3938010.250000 Penalty: 5147.679199
	Iteration 52Q: 3 clusters Score -3938010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3938002.750000 Penalty: 5147.679199
	Iteration 53Q: 3 clusters Score -3938003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3938007.500000 Penalty: 5147.679199
	Iteration 54Q: 3 clusters Score -3938008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3938024.500000 Penalty: 5147.679199
	Iteration 55Q: 3 clusters Score -3938024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3938030.000000 Penalty: 5147.679199
	Iteration 56Q: 3 clusters Score -3938030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3938035.750000 Penalty: 5147.679199
	Iteration 57Q: 3 clusters Score -3938036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3938038.250000 Penalty: 5147.679199
	Iteration 58Q: 3 clusters Score -3938038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3938044.500000 Penalty: 5147.679199
	Iteration 59Q: 3 clusters Score -3938044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3938052.250000 Penalty: 5147.679199
	Iteration 60F: 3 clusters Score -3938052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3938049.750000 Penalty: 5147.679199
	Iteration 61Q: 3 clusters Score -3938050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3938059.000000 Penalty: 5147.679199
	Iteration 62Q: 3 clusters Score -3938059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3938069.750000 Penalty: 5147.679199
	Iteration 63Q: 3 clusters Score -3938070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3938066.750000 Penalty: 5147.679199
	Iteration 64Q: 3 clusters Score -3938067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3938081.500000 Penalty: 5147.679199
	Iteration 65Q: 3 clusters Score -3938082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3938084.500000 Penalty: 5147.679199
	Iteration 66Q: 3 clusters Score -3938084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3938074.000000 Penalty: 5147.679199
	Iteration 67Q: 3 clusters Score -3938074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3938087.750000 Penalty: 5147.679199
	Iteration 68Q: 3 clusters Score -3938088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3938081.750000 Penalty: 5147.679199
	Iteration 69Q: 3 clusters Score -3938082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -3938087.000000 Penalty: 5147.679199
	Iteration 70Q: 3 clusters Score -3938087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3938093.250000 Penalty: 5147.679199
	Iteration 71Q: 3 clusters Score -3938093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3938092.500000 Penalty: 5147.679199
	Iteration 72Q: 3 clusters Score -3938092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3938098.250000 Penalty: 5147.679199
	Iteration 73Q: 3 clusters Score -3938098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3938109.000000 Penalty: 5147.679199
	Iteration 74Q: 3 clusters Score -3938109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3938112.500000 Penalty: 5147.679199
	Iteration 75Q: 3 clusters Score -3938112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3938108.750000 Penalty: 5147.679199
	Iteration 76Q: 3 clusters Score -3938109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3938119.000000 Penalty: 5147.679199
	Iteration 77Q: 3 clusters Score -3938119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3938123.000000 Penalty: 5147.679199
	Iteration 78Q: 3 clusters Score -3938123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3938129.000000 Penalty: 5147.679199
	Iteration 79Q: 3 clusters Score -3938129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3938130.000000 Penalty: 5147.679199
	Iteration 80F: 3 clusters Score -3938130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3938155.500000 Penalty: 5147.679199
	Iteration 81Q: 3 clusters Score -3938156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3938163.500000 Penalty: 5147.679199
	Iteration 82Q: 3 clusters Score -3938164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3938179.500000 Penalty: 5147.679199
	Iteration 83Q: 3 clusters Score -3938180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3938200.750000 Penalty: 5147.679199
	Iteration 84Q: 3 clusters Score -3938201 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3938191.750000 Penalty: 5147.679199
	Iteration 85Q: 3 clusters Score -3938192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3938214.750000 Penalty: 5147.679199
	Iteration 86Q: 3 clusters Score -3938215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3938218.000000 Penalty: 5147.679199
	Iteration 87Q: 3 clusters Score -3938218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3938241.250000 Penalty: 5147.679199
	Iteration 88Q: 3 clusters Score -3938241 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3938240.250000 Penalty: 5147.679199
	Iteration 89Q: 3 clusters Score -3938240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3938260.500000 Penalty: 5147.679199
	Iteration 90Q: 3 clusters Score -3938260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3938284.000000 Penalty: 5147.679199
	Iteration 91Q: 3 clusters Score -3938284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3938285.250000 Penalty: 5147.679199
	Iteration 92Q: 3 clusters Score -3938285 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3938290.750000 Penalty: 5147.679199
	Iteration 93Q: 3 clusters Score -3938291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3938310.500000 Penalty: 5147.679199
	Iteration 94Q: 3 clusters Score -3938310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3938320.750000 Penalty: 5147.679199
	Iteration 95Q: 3 clusters Score -3938321 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3938336.250000 Penalty: 5147.679199
	Iteration 96Q: 3 clusters Score -3938336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3938346.750000 Penalty: 5147.679199
	Iteration 97Q: 3 clusters Score -3938347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3938353.750000 Penalty: 5147.679199
	Iteration 98Q: 3 clusters Score -3938354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3938353.750000 Penalty: 5147.679199
	Iteration 99Q: 3 clusters Score -3938354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3938380.250000 Penalty: 5147.679199
	Iteration 100F: 3 clusters Score -3938380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3938400.000000 Penalty: 5147.679199
	Iteration 101Q: 3 clusters Score -3938400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3938414.500000 Penalty: 5147.679199
	Iteration 102Q: 3 clusters Score -3938414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3938427.250000 Penalty: 5147.679199
	Iteration 103Q: 3 clusters Score -3938427 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3938445.500000 Penalty: 5147.679199
	Iteration 104Q: 3 clusters Score -3938446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3938465.000000 Penalty: 5147.679199
	Iteration 105Q: 3 clusters Score -3938465 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3938490.000000 Penalty: 5147.679199
	Iteration 106Q: 3 clusters Score -3938490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3938505.250000 Penalty: 5147.679199
	Iteration 107Q: 3 clusters Score -3938505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3938516.500000 Penalty: 5147.679199
	Iteration 108Q: 3 clusters Score -3938516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3938529.750000 Penalty: 5147.679199
	Iteration 109Q: 3 clusters Score -3938530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3938540.500000 Penalty: 5147.679199
	Iteration 110Q: 3 clusters Score -3938540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3938545.000000 Penalty: 5147.679199
	Iteration 111Q: 3 clusters Score -3938545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3938551.500000 Penalty: 5147.679199
	Iteration 112Q: 3 clusters Score -3938552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3938566.500000 Penalty: 5147.679199
	Iteration 113Q: 3 clusters Score -3938566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3938572.000000 Penalty: 5147.679199
	Iteration 114Q: 3 clusters Score -3938572 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3938581.000000 Penalty: 5147.679199
	Iteration 115Q: 3 clusters Score -3938581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3938574.250000 Penalty: 5147.679199
	Iteration 116Q: 3 clusters Score -3938574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3938589.750000 Penalty: 5147.679199
	Iteration 117Q: 3 clusters Score -3938590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3938599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3938612.750000 Penalty: 5147.679199
	Iteration 119Q: 3 clusters Score -3938613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3938627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3938650 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3938662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3938669.000000 Penalty: 5147.679199
	Iteration 123Q: 3 clusters Score -3938669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3938678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3938701.750000 Penalty: 5147.679199
	Iteration 125Q: 3 clusters Score -3938702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3938704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3938708.500000 Penalty: 5147.679199
	Iteration 127Q: 3 clusters Score -3938708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3938712.250000 Penalty: 5147.679199
	Iteration 128Q: 3 clusters Score -3938712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3938720.750000 Penalty: 5147.679199
	Iteration 129Q: 3 clusters Score -3938721 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3938746.750000 Penalty: 5147.679199
	Iteration 130Q: 3 clusters Score -3938747 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3938754.250000 Penalty: 5147.679199
	Iteration 131Q: 3 clusters Score -3938754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3938754.500000 Penalty: 5147.679199
	Iteration 132Q: 3 clusters Score -3938754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3938769.500000 Penalty: 5147.679199
	Iteration 133Q: 3 clusters Score -3938770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3938785.000000 Penalty: 5147.679199
	Iteration 134Q: 3 clusters Score -3938785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3938792.750000 Penalty: 5147.679199
	Iteration 135Q: 3 clusters Score -3938793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3938798.000000 Penalty: 5147.679199
	Iteration 136Q: 3 clusters Score -3938798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3938800.750000 Penalty: 5147.679199
	Iteration 137Q: 3 clusters Score -3938801 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3938812.000000 Penalty: 5147.679199
	Iteration 138Q: 3 clusters Score -3938812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3938828.250000 Penalty: 5147.679199
	Iteration 139Q: 3 clusters Score -3938828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3938850.250000 Penalty: 5147.679199
	Iteration 140F: 3 clusters Score -3938850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3938854.250000 Penalty: 5147.679199
	Iteration 141Q: 3 clusters Score -3938854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3938866.250000 Penalty: 5147.679199
	Iteration 142Q: 3 clusters Score -3938866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3938871.500000 Penalty: 5147.679199
	Iteration 143Q: 3 clusters Score -3938872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3938874.250000 Penalty: 5147.679199
	Iteration 144Q: 3 clusters Score -3938874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3938873.000000 Penalty: 5147.679199
	Iteration 145Q: 3 clusters Score -3938873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3938890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3938882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3938895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3938893.500000 Penalty: 5147.679199
	Iteration 149Q: 3 clusters Score -3938894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3938900.000000 Penalty: 5147.679199
	Iteration 150Q: 3 clusters Score -3938900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3938897.000000 Penalty: 5147.679199
	Iteration 151Q: 3 clusters Score -3938897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3938897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3938905.000000 Penalty: 5147.679199
	Iteration 153Q: 3 clusters Score -3938905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3938902.000000 Penalty: 5147.679199
	Iteration 154Q: 3 clusters Score -3938902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3938907.250000 Penalty: 5147.679199
	Iteration 155Q: 3 clusters Score -3938907 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3938921.500000 Penalty: 5147.679199
	Iteration 156Q: 3 clusters Score -3938922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3938937.000000 Penalty: 5147.679199
	Iteration 157Q: 3 clusters Score -3938937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3938954.000000 Penalty: 5147.679199
	Iteration 158Q: 3 clusters Score -3938954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3938962.000000 Penalty: 5147.679199
	Iteration 159Q: 3 clusters Score -3938962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3938966.000000 Penalty: 5147.679199
	Iteration 160F: 3 clusters Score -3938966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3938974.750000 Penalty: 5147.679199
	Iteration 161Q: 3 clusters Score -3938975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3938986.500000 Penalty: 5147.679199
	Iteration 162Q: 3 clusters Score -3938986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3939002.500000 Penalty: 5147.679199
	Iteration 163Q: 3 clusters Score -3939002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3938995.250000 Penalty: 5147.679199
	Iteration 164Q: 3 clusters Score -3938995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3938997.000000 Penalty: 5147.679199
	Iteration 165Q: 3 clusters Score -3938997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3939008.250000 Penalty: 5147.679199
	Iteration 166Q: 3 clusters Score -3939008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3939007.000000 Penalty: 5147.679199
	Iteration 167Q: 3 clusters Score -3939007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3939007.000000 Penalty: 5147.679199
	Iteration 168Q: 3 clusters Score -3939007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3939008.750000 Penalty: 5147.679199
	Iteration 169Q: 3 clusters Score -3939009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3939013.500000 Penalty: 5147.679199
	Iteration 170Q: 3 clusters Score -3939014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3939014.250000 Penalty: 5147.679199
	Iteration 171Q: 3 clusters Score -3939014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3939021.250000 Penalty: 5147.679199
	Iteration 172Q: 3 clusters Score -3939021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3939024.000000 Penalty: 5147.679199
	Iteration 173Q: 3 clusters Score -3939024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3939016.750000 Penalty: 5147.679199
	Iteration 174Q: 3 clusters Score -3939017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3939032.750000 Penalty: 5147.679199
	Iteration 175Q: 3 clusters Score -3939033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3939036.250000 Penalty: 5147.679199
	Iteration 176Q: 3 clusters Score -3939036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3939037.000000 Penalty: 5147.679199
	Iteration 177Q: 3 clusters Score -3939037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3939034.750000 Penalty: 5147.679199
	Iteration 178Q: 3 clusters Score -3939035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3939037.000000 Penalty: 5147.679199
	Iteration 179Q: 3 clusters Score -3939037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3939045.000000 Penalty: 5147.679199
	Iteration 180F: 3 clusters Score -3939045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3939044.250000 Penalty: 5147.679199
	Iteration 181Q: 3 clusters Score -3939044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3939044.000000 Penalty: 5147.679199
	Iteration 182Q: 3 clusters Score -3939044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3939040.500000 Penalty: 5147.679199
	Iteration 183Q: 3 clusters Score -3939040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3939049.500000 Penalty: 5147.679199
	Iteration 184Q: 3 clusters Score -3939050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3939052.500000 Penalty: 5147.679199
	Iteration 185Q: 3 clusters Score -3939052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3939049.500000 Penalty: 5147.679199
	Iteration 186Q: 3 clusters Score -3939050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3939050.000000 Penalty: 5147.679199
	Iteration 187Q: 3 clusters Score -3939050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3939052.000000 Penalty: 5147.679199
	Iteration 188Q: 3 clusters Score -3939052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3939048.000000 Penalty: 5147.679199
	Iteration 189Q: 3 clusters Score -3939048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3939047.000000 Penalty: 5147.679199
	Iteration 190Q: 3 clusters Score -3939047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3939045.250000 Penalty: 5147.679199
	Iteration 191Q: 3 clusters Score -3939045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3939037.750000 Penalty: 5147.679199
	Iteration 192Q: 3 clusters Score -3939038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3939038.750000 Penalty: 5147.679199
	Iteration 193Q: 3 clusters Score -3939039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3939043.000000 Penalty: 5147.679199
	Iteration 194Q: 3 clusters Score -3939043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3939046.250000 Penalty: 5147.679199
	Iteration 195Q: 3 clusters Score -3939046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3939046.000000 Penalty: 5147.679199
	Iteration 196Q: 3 clusters Score -3939046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3939040.000000 Penalty: 5147.679199
	Iteration 197Q: 3 clusters Score -3939040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3939043.750000 Penalty: 5147.679199
	Iteration 198Q: 3 clusters Score -3939044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3939044.250000 Penalty: 5147.679199
	Iteration 199Q: 3 clusters Score -3939044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3939044.000000 Penalty: 5147.679199
	Iteration 200F: 3 clusters Score -3939044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3939045.500000 Penalty: 5147.679199
	Iteration 201Q: 3 clusters Score -3939046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3939044.250000 Penalty: 5147.679199
	Iteration 202Q: 3 clusters Score -3939044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3939044.250000 Penalty: 5147.679199
	Iteration 203F: 3 clusters Score -3939044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20722 members 
Entering Unmasked Estep 
Score: -2530018.000000 Penalty: 2464.859863
	Iteration 0F: 2 clusters Score -2530018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2515496.750000 Penalty: 4929.719727
	Iteration 0F: 3 clusters Score -2515497 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2520633.750000 Penalty: 4929.719727
	Iteration 1F: 3 clusters Score -2520634 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2521126.750000 Penalty: 4929.719727
	Iteration 2F: 3 clusters Score -2521127 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2521645.000000 Penalty: 4929.719727
	Iteration 3F: 3 clusters Score -2521645 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2522268.750000 Penalty: 4929.719727
	Iteration 4F: 3 clusters Score -2522269 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2523088.750000 Penalty: 4929.719727
	Iteration 5F: 3 clusters Score -2523089 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2524067.750000 Penalty: 4929.719727
	Iteration 6F: 3 clusters Score -2524068 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2524953.500000 Penalty: 4929.719727
	Iteration 7F: 3 clusters Score -2524954 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2525623.500000 Penalty: 4929.719727
	Iteration 8F: 3 clusters Score -2525624 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2526084.500000 Penalty: 4929.719727
	Iteration 9Q: 3 clusters Score -2526084 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2526364.000000 Penalty: 4929.719727
	Iteration 10Q: 3 clusters Score -2526364 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2526554.250000 Penalty: 4929.719727
	Iteration 11Q: 3 clusters Score -2526554 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2526674.000000 Penalty: 4929.719727
	Iteration 12Q: 3 clusters Score -2526674 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2526775.250000 Penalty: 4929.719727
	Iteration 13Q: 3 clusters Score -2526775 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2526841.000000 Penalty: 4929.719727
	Iteration 14Q: 3 clusters Score -2526841 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2526910.250000 Penalty: 4929.719727
	Iteration 15Q: 3 clusters Score -2526910 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2526956.250000 Penalty: 4929.719727
	Iteration 16Q: 3 clusters Score -2526956 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2527026.250000 Penalty: 4929.719727
	Iteration 17Q: 3 clusters Score -2527026 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2527093.750000 Penalty: 4929.719727
	Iteration 18Q: 3 clusters Score -2527094 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2527158.250000 Penalty: 4929.719727
	Iteration 19Q: 3 clusters Score -2527158 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2527224.500000 Penalty: 4929.719727
	Iteration 20F: 3 clusters Score -2527224 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2527308.250000 Penalty: 4929.719727
	Iteration 21Q: 3 clusters Score -2527308 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2527365.000000 Penalty: 4929.719727
	Iteration 22Q: 3 clusters Score -2527365 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2527443.750000 Penalty: 4929.719727
	Iteration 23Q: 3 clusters Score -2527444 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2527529.000000 Penalty: 4929.719727
	Iteration 24Q: 3 clusters Score -2527529 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2527591.250000 Penalty: 4929.719727
	Iteration 25Q: 3 clusters Score -2527591 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2527683.750000 Penalty: 4929.719727
	Iteration 26Q: 3 clusters Score -2527684 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2527780.500000 Penalty: 4929.719727
	Iteration 27Q: 3 clusters Score -2527780 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2527865.500000 Penalty: 4929.719727
	Iteration 28Q: 3 clusters Score -2527866 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2527918.500000 Penalty: 4929.719727
	Iteration 29Q: 3 clusters Score -2527918 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2527993.000000 Penalty: 4929.719727
	Iteration 30Q: 3 clusters Score -2527993 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2528047.500000 Penalty: 4929.719727
	Iteration 31Q: 3 clusters Score -2528048 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2528099.250000 Penalty: 4929.719727
	Iteration 32Q: 3 clusters Score -2528099 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2528137.750000 Penalty: 4929.719727
	Iteration 33Q: 3 clusters Score -2528138 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2528184.250000 Penalty: 4929.719727
	Iteration 34Q: 3 clusters Score -2528184 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2528206.250000 Penalty: 4929.719727
	Iteration 35Q: 3 clusters Score -2528206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2528222.000000 Penalty: 4929.719727
	Iteration 36Q: 3 clusters Score -2528222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2528244.250000 Penalty: 4929.719727
	Iteration 37Q: 3 clusters Score -2528244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2528264.750000 Penalty: 4929.719727
	Iteration 38Q: 3 clusters Score -2528265 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2528281.500000 Penalty: 4929.719727
	Iteration 39Q: 3 clusters Score -2528282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2528300.250000 Penalty: 4929.719727
	Iteration 40F: 3 clusters Score -2528300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2528324.250000 Penalty: 4929.719727
	Iteration 41Q: 3 clusters Score -2528324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2528352.500000 Penalty: 4929.719727
	Iteration 42Q: 3 clusters Score -2528352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2528373.500000 Penalty: 4929.719727
	Iteration 43Q: 3 clusters Score -2528374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2528401.250000 Penalty: 4929.719727
	Iteration 44Q: 3 clusters Score -2528401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2528414.750000 Penalty: 4929.719727
	Iteration 45Q: 3 clusters Score -2528415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2528426.000000 Penalty: 4929.719727
	Iteration 46Q: 3 clusters Score -2528426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2528429.750000 Penalty: 4929.719727
	Iteration 47Q: 3 clusters Score -2528430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2528439.500000 Penalty: 4929.719727
	Iteration 48Q: 3 clusters Score -2528440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2528436.750000 Penalty: 4929.719727
	Iteration 49Q: 3 clusters Score -2528437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2528448.500000 Penalty: 4929.719727
	Iteration 50Q: 3 clusters Score -2528448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2528449.750000 Penalty: 4929.719727
	Iteration 51Q: 3 clusters Score -2528450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2528453.500000 Penalty: 4929.719727
	Iteration 52Q: 3 clusters Score -2528454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2528458.750000 Penalty: 4929.719727
	Iteration 53Q: 3 clusters Score -2528459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2528453.000000 Penalty: 4929.719727
	Iteration 54Q: 3 clusters Score -2528453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2528457.500000 Penalty: 4929.719727
	Iteration 55Q: 3 clusters Score -2528458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2528456.500000 Penalty: 4929.719727
	Iteration 56Q: 3 clusters Score -2528456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2528459.750000 Penalty: 4929.719727
	Iteration 57Q: 3 clusters Score -2528460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2528462.250000 Penalty: 4929.719727
	Iteration 58Q: 3 clusters Score -2528462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2528466.000000 Penalty: 4929.719727
	Iteration 59Q: 3 clusters Score -2528466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2528468.750000 Penalty: 4929.719727
	Iteration 60F: 3 clusters Score -2528469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2528475.250000 Penalty: 4929.719727
	Iteration 61Q: 3 clusters Score -2528475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2528481.250000 Penalty: 4929.719727
	Iteration 62Q: 3 clusters Score -2528481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2528481.250000 Penalty: 4929.719727
	Iteration 63Q: 3 clusters Score -2528481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2528481.750000 Penalty: 4929.719727
	Iteration 64Q: 3 clusters Score -2528482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2528482.500000 Penalty: 4929.719727
	Iteration 65Q: 3 clusters Score -2528482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2528485.750000 Penalty: 4929.719727
	Iteration 66Q: 3 clusters Score -2528486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2528485.750000 Penalty: 4929.719727
	Iteration 67F: 3 clusters Score -2528486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Entering Unmasked Estep 
Score: -3629392.250000 Penalty: 2552.636963
	Iteration 0F: 2 clusters Score -3629392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3609243.000000 Penalty: 5105.273926
	Iteration 0F: 3 clusters Score -3609243 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3616495.750000 Penalty: 5105.273926
	Iteration 1F: 3 clusters Score -3616496 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3616997.750000 Penalty: 5105.273926
	Iteration 2Q: 3 clusters Score -3616998 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3617601.250000 Penalty: 5105.273926
	Iteration 3Q: 3 clusters Score -3617601 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3618334.500000 Penalty: 5105.273926
	Iteration 4Q: 3 clusters Score -3618334 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3619339.500000 Penalty: 5105.273926
	Iteration 5F: 3 clusters Score -3619340 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3620824.500000 Penalty: 5105.273926
	Iteration 6F: 3 clusters Score -3620824 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3622670.500000 Penalty: 5105.273926
	Iteration 7F: 3 clusters Score -3622670 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3624547.000000 Penalty: 5105.273926
	Iteration 8F: 3 clusters Score -3624547 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3625955.000000 Penalty: 5105.273926
	Iteration 9Q: 3 clusters Score -3625955 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3626614.750000 Penalty: 5105.273926
	Iteration 10Q: 3 clusters Score -3626615 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3626951.250000 Penalty: 5105.273926
	Iteration 11Q: 3 clusters Score -3626951 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3627101.250000 Penalty: 5105.273926
	Iteration 12Q: 3 clusters Score -3627101 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3627192.250000 Penalty: 5105.273926
	Iteration 13Q: 3 clusters Score -3627192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3627244.500000 Penalty: 5105.273926
	Iteration 14Q: 3 clusters Score -3627244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3627273.500000 Penalty: 5105.273926
	Iteration 15Q: 3 clusters Score -3627274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3627292.500000 Penalty: 5105.273926
	Iteration 16Q: 3 clusters Score -3627292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3627317.000000 Penalty: 5105.273926
	Iteration 17Q: 3 clusters Score -3627317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3627325.750000 Penalty: 5105.273926
	Iteration 18Q: 3 clusters Score -3627326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3627329.000000 Penalty: 5105.273926
	Iteration 19Q: 3 clusters Score -3627329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3627329.250000 Penalty: 5105.273926
	Iteration 20F: 3 clusters Score -3627329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3627327.250000 Penalty: 5105.273926
	Iteration 21Q: 3 clusters Score -3627327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3627327.000000 Penalty: 5105.273926
	Iteration 22Q: 3 clusters Score -3627327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3627331.500000 Penalty: 5105.273926
	Iteration 23Q: 3 clusters Score -3627332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3627330.250000 Penalty: 5105.273926
	Iteration 24Q: 3 clusters Score -3627330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3627331.250000 Penalty: 5105.273926
	Iteration 25Q: 3 clusters Score -3627331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3627337.250000 Penalty: 5105.273926
	Iteration 26Q: 3 clusters Score -3627337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3627334.250000 Penalty: 5105.273926
	Iteration 27Q: 3 clusters Score -3627334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3627334.250000 Penalty: 5105.273926
	Iteration 28F: 3 clusters Score -3627334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Entering Unmasked Estep 
Score: -5532024.500000 Penalty: 2666.584229
	Iteration 0F: 2 clusters Score -5532024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -5500407.000000 Penalty: 5333.168457
	Iteration 0F: 3 clusters Score -5500407 nChanged 21570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5512564.000000 Penalty: 5333.168457
	Iteration 1F: 3 clusters Score -5512564 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5513206.000000 Penalty: 5333.168457
	Iteration 2Q: 3 clusters Score -5513206 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5514080.000000 Penalty: 5333.168457
	Iteration 3Q: 3 clusters Score -5514080 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -5515277.500000 Penalty: 5333.168457
	Iteration 4Q: 3 clusters Score -5515278 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5516721.000000 Penalty: 5333.168457
	Iteration 5F: 3 clusters Score -5516721 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5518253.500000 Penalty: 5333.168457
	Iteration 6F: 3 clusters Score -5518254 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -5519747.000000 Penalty: 5333.168457
	Iteration 7F: 3 clusters Score -5519747 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5521186.000000 Penalty: 5333.168457
	Iteration 8F: 3 clusters Score -5521186 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -5522483.500000 Penalty: 5333.168457
	Iteration 9F: 3 clusters Score -5522484 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5523651.500000 Penalty: 5333.168457
	Iteration 10Q: 3 clusters Score -5523652 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -5524737.000000 Penalty: 5333.168457
	Iteration 11Q: 3 clusters Score -5524737 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -5525821.000000 Penalty: 5333.168457
	Iteration 12Q: 3 clusters Score -5525821 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -5526668.000000 Penalty: 5333.168457
	Iteration 13Q: 3 clusters Score -5526668 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -5527313.000000 Penalty: 5333.168457
	Iteration 14Q: 3 clusters Score -5527313 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5527752.000000 Penalty: 5333.168457
	Iteration 15Q: 3 clusters Score -5527752 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -5528065.500000 Penalty: 5333.168457
	Iteration 16Q: 3 clusters Score -5528066 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5528249.000000 Penalty: 5333.168457
	Iteration 17Q: 3 clusters Score -5528249 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -5528458.500000 Penalty: 5333.168457
	Iteration 18Q: 3 clusters Score -5528458 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -5528612.000000 Penalty: 5333.168457
	Iteration 19Q: 3 clusters Score -5528612 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -5528741.500000 Penalty: 5333.168457
	Iteration 20F: 3 clusters Score -5528742 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -5528900.000000 Penalty: 5333.168457
	Iteration 21Q: 3 clusters Score -5528900 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -5528969.500000 Penalty: 5333.168457
	Iteration 22Q: 3 clusters Score -5528970 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -5529068.000000 Penalty: 5333.168457
	Iteration 23Q: 3 clusters Score -5529068 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5529169.000000 Penalty: 5333.168457
	Iteration 24Q: 3 clusters Score -5529169 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -5529220.500000 Penalty: 5333.168457
	Iteration 25Q: 3 clusters Score -5529220 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -5529288.000000 Penalty: 5333.168457
	Iteration 26Q: 3 clusters Score -5529288 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -5529363.500000 Penalty: 5333.168457
	Iteration 27Q: 3 clusters Score -5529364 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5529425.500000 Penalty: 5333.168457
	Iteration 28Q: 3 clusters Score -5529426 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -5529539.500000 Penalty: 5333.168457
	Iteration 29Q: 3 clusters Score -5529540 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5529628.500000 Penalty: 5333.168457
	Iteration 30Q: 3 clusters Score -5529628 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -5529713.500000 Penalty: 5333.168457
	Iteration 31Q: 3 clusters Score -5529714 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -5529793.000000 Penalty: 5333.168457
	Iteration 32Q: 3 clusters Score -5529793 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5529888.000000 Penalty: 5333.168457
	Iteration 33Q: 3 clusters Score -5529888 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -5529939.000000 Penalty: 5333.168457
	Iteration 34Q: 3 clusters Score -5529939 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -5530018.000000 Penalty: 5333.168457
	Iteration 35Q: 3 clusters Score -5530018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -5530082.500000 Penalty: 5333.168457
	Iteration 36Q: 3 clusters Score -5530082 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5530158.500000 Penalty: 5333.168457
	Iteration 37Q: 3 clusters Score -5530158 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5530202.500000 Penalty: 5333.168457
	Iteration 38Q: 3 clusters Score -5530202 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5530289.000000 Penalty: 5333.168457
	Iteration 39Q: 3 clusters Score -5530289 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5530354.000000 Penalty: 5333.168457
	Iteration 40F: 3 clusters Score -5530354 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5530427.500000 Penalty: 5333.168457
	Iteration 41Q: 3 clusters Score -5530428 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5530494.000000 Penalty: 5333.168457
	Iteration 42Q: 3 clusters Score -5530494 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5530563.000000 Penalty: 5333.168457
	Iteration 43Q: 3 clusters Score -5530563 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5530607.500000 Penalty: 5333.168457
	Iteration 44Q: 3 clusters Score -5530608 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5530663.500000 Penalty: 5333.168457
	Iteration 45Q: 3 clusters Score -5530664 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -5530704.000000 Penalty: 5333.168457
	Iteration 46Q: 3 clusters Score -5530704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5530741.000000 Penalty: 5333.168457
	Iteration 47Q: 3 clusters Score -5530741 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5530757.500000 Penalty: 5333.168457
	Iteration 48Q: 3 clusters Score -5530758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5530783.000000 Penalty: 5333.168457
	Iteration 49Q: 3 clusters Score -5530783 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5530790.000000 Penalty: 5333.168457
	Iteration 50Q: 3 clusters Score -5530790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5530831.500000 Penalty: 5333.168457
	Iteration 51Q: 3 clusters Score -5530832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5530865.000000 Penalty: 5333.168457
	Iteration 52Q: 3 clusters Score -5530865 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5530864.500000 Penalty: 5333.168457
	Iteration 53Q: 3 clusters Score -5530864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -5530899.500000 Penalty: 5333.168457
	Iteration 54Q: 3 clusters Score -5530900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -5530931.000000 Penalty: 5333.168457
	Iteration 55Q: 3 clusters Score -5530931 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -5530937.000000 Penalty: 5333.168457
	Iteration 56Q: 3 clusters Score -5530937 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -5530968.000000 Penalty: 5333.168457
	Iteration 57Q: 3 clusters Score -5530968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5530965.500000 Penalty: 5333.168457
	Iteration 58Q: 3 clusters Score -5530966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5530974.000000 Penalty: 5333.168457
	Iteration 59Q: 3 clusters Score -5530974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5531004.500000 Penalty: 5333.168457
	Iteration 60F: 3 clusters Score -5531004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5531024.000000 Penalty: 5333.168457
	Iteration 61Q: 3 clusters Score -5531024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5531028.500000 Penalty: 5333.168457
	Iteration 62Q: 3 clusters Score -5531028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5531026.500000 Penalty: 5333.168457
	Iteration 63Q: 3 clusters Score -5531026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5531052.000000 Penalty: 5333.168457
	Iteration 64Q: 3 clusters Score -5531052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -5531065.000000 Penalty: 5333.168457
	Iteration 65Q: 3 clusters Score -5531065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -5531067.000000 Penalty: 5333.168457
	Iteration 66Q: 3 clusters Score -5531067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5531060.500000 Penalty: 5333.168457
	Iteration 67Q: 3 clusters Score -5531060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5531057.500000 Penalty: 5333.168457
	Iteration 68Q: 3 clusters Score -5531058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5531061.000000 Penalty: 5333.168457
	Iteration 69Q: 3 clusters Score -5531061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5531058.500000 Penalty: 5333.168457
	Iteration 70Q: 3 clusters Score -5531058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5531054.500000 Penalty: 5333.168457
	Iteration 71Q: 3 clusters Score -5531054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -5531042.000000 Penalty: 5333.168457
	Iteration 72Q: 3 clusters Score -5531042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5531046.500000 Penalty: 5333.168457
	Iteration 73Q: 3 clusters Score -5531046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5531051.000000 Penalty: 5333.168457
	Iteration 74Q: 3 clusters Score -5531051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5531049.000000 Penalty: 5333.168457
	Iteration 75Q: 3 clusters Score -5531049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5531040.500000 Penalty: 5333.168457
	Iteration 76Q: 3 clusters Score -5531040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5531043.500000 Penalty: 5333.168457
	Iteration 77Q: 3 clusters Score -5531044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5531049.500000 Penalty: 5333.168457
	Iteration 78Q: 3 clusters Score -5531050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -5531050.500000 Penalty: 5333.168457
	Iteration 79Q: 3 clusters Score -5531050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5531050.000000 Penalty: 5333.168457
	Iteration 80F: 3 clusters Score -5531050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -5531055.500000 Penalty: 5333.168457
	Iteration 81Q: 3 clusters Score -5531056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5531055.000000 Penalty: 5333.168457
	Iteration 82Q: 3 clusters Score -5531055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5531049.000000 Penalty: 5333.168457
	Iteration 83Q: 3 clusters Score -5531049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5531052.500000 Penalty: 5333.168457
	Iteration 84Q: 3 clusters Score -5531052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -5531065.500000 Penalty: 5333.168457
	Iteration 85Q: 3 clusters Score -5531066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -5531064.500000 Penalty: 5333.168457
	Iteration 86Q: 3 clusters Score -5531064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5531064.500000 Penalty: 5333.168457
	Iteration 87Q: 3 clusters Score -5531064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5531058.000000 Penalty: 5333.168457
	Iteration 88Q: 3 clusters Score -5531058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5531065.500000 Penalty: 5333.168457
	Iteration 89Q: 3 clusters Score -5531066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5531065.000000 Penalty: 5333.168457
	Iteration 90Q: 3 clusters Score -5531065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -5531060.000000 Penalty: 5333.168457
	Iteration 91Q: 3 clusters Score -5531060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -5531064.000000 Penalty: 5333.168457
	Iteration 92Q: 3 clusters Score -5531064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5531061.500000 Penalty: 5333.168457
	Iteration 93Q: 3 clusters Score -5531062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5531055.000000 Penalty: 5333.168457
	Iteration 94Q: 3 clusters Score -5531055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5531059.500000 Penalty: 5333.168457
	Iteration 95Q: 3 clusters Score -5531060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5531064.500000 Penalty: 5333.168457
	Iteration 96Q: 3 clusters Score -5531064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5531064.500000 Penalty: 5333.168457
	Iteration 97F: 3 clusters Score -5531064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -221023.234375 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -221023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -218382.890625 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -218382.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -218953.890625 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -218953.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219339.546875 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -219339.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219914.703125 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -219914.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220651.406250 Penalty: 3782.778809
	Iteration 4F: 3 clusters Score -220651.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221672.156250 Penalty: 3782.778809
	Iteration 5F: 3 clusters Score -221672.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222373.265625 Penalty: 3782.778809
	Iteration 6F: 3 clusters Score -222373.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -222538.875000 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -222538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -222614.968750 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -222615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -222663.062500 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -222663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -222701.718750 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -222701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -222781.531250 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -222781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222838.359375 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -222838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -222873.062500 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -222873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -222878.234375 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -222878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -222882.125000 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -222882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -222882.593750 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -222882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -222882.843750 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -222882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -222884.500000 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -222884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -222887.265625 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -222887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -222887.562500 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -222887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 181541 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 41184 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 182091 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 32157 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29522 members 
Mstep: Class 14 contains 46740 members 
Mstep: Class 15 contains 1203 members 
Mstep: Class 16 contains 7324 members 
Mstep: Class 17 contains 171500 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 151679 members 
Mstep: Class 22 contains 31231 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 6854 members 
Entering Unmasked Estep 
Score: -124220912.000000 Penalty: 89308.210938
Splitting cluster 15 changes total score from -124220512.000000 to -124220912.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -874052.687500 Penalty: 2206.929932
	Iteration 0F: 2 clusters Score -874052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -868093.500000 Penalty: 4413.859863
	Iteration 0F: 3 clusters Score -868093.5 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -869659.250000 Penalty: 4413.859863
	Iteration 1F: 3 clusters Score -869659.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -869911.687500 Penalty: 4413.859863
	Iteration 2F: 3 clusters Score -869911.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -870099.375000 Penalty: 4413.859863
	Iteration 3Q: 3 clusters Score -870099.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -870293.125000 Penalty: 4413.859863
	Iteration 4Q: 3 clusters Score -870293.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -870426.875000 Penalty: 4413.859863
	Iteration 5Q: 3 clusters Score -870426.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -870570.312500 Penalty: 4413.859863
	Iteration 6Q: 3 clusters Score -870570.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -870712.562500 Penalty: 4413.859863
	Iteration 7Q: 3 clusters Score -870712.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -870839.750000 Penalty: 4413.859863
	Iteration 8Q: 3 clusters Score -870839.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -870932.937500 Penalty: 4413.859863
	Iteration 9Q: 3 clusters Score -870932.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -871017.375000 Penalty: 4413.859863
	Iteration 10Q: 3 clusters Score -871017.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -871093.500000 Penalty: 4413.859863
	Iteration 11Q: 3 clusters Score -871093.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -871180.937500 Penalty: 4413.859863
	Iteration 12Q: 3 clusters Score -871180.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -871274.750000 Penalty: 4413.859863
	Iteration 13Q: 3 clusters Score -871274.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -871354.687500 Penalty: 4413.859863
	Iteration 14Q: 3 clusters Score -871354.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -871437.187500 Penalty: 4413.859863
	Iteration 15Q: 3 clusters Score -871437.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -871519.750000 Penalty: 4413.859863
	Iteration 16Q: 3 clusters Score -871519.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -871589.187500 Penalty: 4413.859863
	Iteration 17Q: 3 clusters Score -871589.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -871657.625000 Penalty: 4413.859863
	Iteration 18Q: 3 clusters Score -871657.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -871724.500000 Penalty: 4413.859863
	Iteration 19Q: 3 clusters Score -871724.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -871780.812500 Penalty: 4413.859863
	Iteration 20F: 3 clusters Score -871780.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -871831.000000 Penalty: 4413.859863
	Iteration 21Q: 3 clusters Score -871831 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -871870.562500 Penalty: 4413.859863
	Iteration 22Q: 3 clusters Score -871870.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -871905.187500 Penalty: 4413.859863
	Iteration 23Q: 3 clusters Score -871905.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -871929.312500 Penalty: 4413.859863
	Iteration 24Q: 3 clusters Score -871929.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -871954.375000 Penalty: 4413.859863
	Iteration 25Q: 3 clusters Score -871954.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -871974.062500 Penalty: 4413.859863
	Iteration 26Q: 3 clusters Score -871974.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -871984.562500 Penalty: 4413.859863
	Iteration 27Q: 3 clusters Score -871984.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -871992.250000 Penalty: 4413.859863
	Iteration 28Q: 3 clusters Score -871992.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -871998.250000 Penalty: 4413.859863
	Iteration 29Q: 3 clusters Score -871998.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -872003.000000 Penalty: 4413.859863
	Iteration 30Q: 3 clusters Score -872003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -872006.812500 Penalty: 4413.859863
	Iteration 31Q: 3 clusters Score -872006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -872010.875000 Penalty: 4413.859863
	Iteration 32Q: 3 clusters Score -872010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -872012.875000 Penalty: 4413.859863
	Iteration 33Q: 3 clusters Score -872012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -872015.437500 Penalty: 4413.859863
	Iteration 34Q: 3 clusters Score -872015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -872017.562500 Penalty: 4413.859863
	Iteration 35Q: 3 clusters Score -872017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -872020.937500 Penalty: 4413.859863
	Iteration 36Q: 3 clusters Score -872020.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -872021.625000 Penalty: 4413.859863
	Iteration 37Q: 3 clusters Score -872021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -872022.875000 Penalty: 4413.859863
	Iteration 38Q: 3 clusters Score -872022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -872027.625000 Penalty: 4413.859863
	Iteration 39Q: 3 clusters Score -872027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -872028.375000 Penalty: 4413.859863
	Iteration 40F: 3 clusters Score -872028.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -872032.437500 Penalty: 4413.859863
	Iteration 41Q: 3 clusters Score -872032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -872033.750000 Penalty: 4413.859863
	Iteration 42Q: 3 clusters Score -872033.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -872035.750000 Penalty: 4413.859863
	Iteration 43Q: 3 clusters Score -872035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -872036.312500 Penalty: 4413.859863
	Iteration 44Q: 3 clusters Score -872036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -872036.875000 Penalty: 4413.859863
	Iteration 45Q: 3 clusters Score -872036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -872038.687500 Penalty: 4413.859863
	Iteration 46Q: 3 clusters Score -872038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -872041.125000 Penalty: 4413.859863
	Iteration 47Q: 3 clusters Score -872041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -872042.750000 Penalty: 4413.859863
	Iteration 48Q: 3 clusters Score -872042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -872039.500000 Penalty: 4413.859863
	Iteration 49Q: 3 clusters Score -872039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -872044.062500 Penalty: 4413.859863
	Iteration 50Q: 3 clusters Score -872044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -872043.812500 Penalty: 4413.859863
	Iteration 51Q: 3 clusters Score -872043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -872046.500000 Penalty: 4413.859863
	Iteration 52Q: 3 clusters Score -872046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -872048.562500 Penalty: 4413.859863
	Iteration 53Q: 3 clusters Score -872048.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -872048.500000 Penalty: 4413.859863
	Iteration 54Q: 3 clusters Score -872048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -872050.812500 Penalty: 4413.859863
	Iteration 55Q: 3 clusters Score -872050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -872049.687500 Penalty: 4413.859863
	Iteration 56Q: 3 clusters Score -872049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -872050.250000 Penalty: 4413.859863
	Iteration 57Q: 3 clusters Score -872050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -872049.187500 Penalty: 4413.859863
	Iteration 58Q: 3 clusters Score -872049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -872049.187500 Penalty: 4413.859863
	Iteration 59F: 3 clusters Score -872049.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171500 members 
Entering Unmasked Estep 
Score: -20883202.000000 Penalty: 2988.979980
	Iteration 0F: 2 clusters Score -2.08832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -20769860.000000 Penalty: 5977.959961
	Iteration 0F: 3 clusters Score -2.076986e+07 nChanged 82387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -20817996.000000 Penalty: 5977.959961
	Iteration 1F: 3 clusters Score -2.0818e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -20819554.000000 Penalty: 5977.959961
	Iteration 2Q: 3 clusters Score -2.081955e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -20821566.000000 Penalty: 5977.959961
	Iteration 3Q: 3 clusters Score -2.082157e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -20825088.000000 Penalty: 5977.959961
	Iteration 4Q: 3 clusters Score -2.082509e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106815 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -20830482.000000 Penalty: 5977.959961
	Iteration 5F: 3 clusters Score -2.083048e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -20837976.000000 Penalty: 5977.959961
	Iteration 6F: 3 clusters Score -2.083798e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -20846952.000000 Penalty: 5977.959961
	Iteration 7F: 3 clusters Score -2.084695e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139209 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -20856446.000000 Penalty: 5977.959961
	Iteration 8F: 3 clusters Score -2.085645e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149532 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -20864634.000000 Penalty: 5977.959961
	Iteration 9F: 3 clusters Score -2.086463e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -20870866.000000 Penalty: 5977.959961
	Iteration 10Q: 3 clusters Score -2.087087e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -20875268.000000 Penalty: 5977.959961
	Iteration 11Q: 3 clusters Score -2.087527e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -20877612.000000 Penalty: 5977.959961
	Iteration 12Q: 3 clusters Score -2.087761e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -20879158.000000 Penalty: 5977.959961
	Iteration 13Q: 3 clusters Score -2.087916e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20879956.000000 Penalty: 5977.959961
	Iteration 14Q: 3 clusters Score -2.087996e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20880470.000000 Penalty: 5977.959961
	Iteration 15Q: 3 clusters Score -2.088047e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20880656.000000 Penalty: 5977.959961
	Iteration 16Q: 3 clusters Score -2.088066e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170169 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20880794.000000 Penalty: 5977.959961
	Iteration 17Q: 3 clusters Score -2.088079e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170217 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20880896.000000 Penalty: 5977.959961
	Iteration 18Q: 3 clusters Score -2.08809e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20880984.000000 Penalty: 5977.959961
	Iteration 19Q: 3 clusters Score -2.088098e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20881042.000000 Penalty: 5977.959961
	Iteration 20F: 3 clusters Score -2.088104e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20881064.000000 Penalty: 5977.959961
	Iteration 21Q: 3 clusters Score -2.088106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170278 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20881074.000000 Penalty: 5977.959961
	Iteration 22Q: 3 clusters Score -2.088107e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20881076.000000 Penalty: 5977.959961
	Iteration 23Q: 3 clusters Score -2.088108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20881092.000000 Penalty: 5977.959961
	Iteration 24Q: 3 clusters Score -2.088109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -20881142.000000 Penalty: 5977.959961
	Iteration 25Q: 3 clusters Score -2.088114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170288 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20881098.000000 Penalty: 5977.959961
	Iteration 26Q: 3 clusters Score -2.08811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170283 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20881124.000000 Penalty: 5977.959961
	Iteration 27Q: 3 clusters Score -2.088112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170278 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20881138.000000 Penalty: 5977.959961
	Iteration 28Q: 3 clusters Score -2.088114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20881136.000000 Penalty: 5977.959961
	Iteration 29Q: 3 clusters Score -2.088114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20881152.000000 Penalty: 5977.959961
	Iteration 30Q: 3 clusters Score -2.088115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20881146.000000 Penalty: 5977.959961
	Iteration 31Q: 3 clusters Score -2.088115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170264 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20881144.000000 Penalty: 5977.959961
	Iteration 32Q: 3 clusters Score -2.088114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20881158.000000 Penalty: 5977.959961
	Iteration 33Q: 3 clusters Score -2.088116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20881170.000000 Penalty: 5977.959961
	Iteration 34Q: 3 clusters Score -2.088117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20881176.000000 Penalty: 5977.959961
	Iteration 35Q: 3 clusters Score -2.088118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20881176.000000 Penalty: 5977.959961
	Iteration 36F: 3 clusters Score -2.088118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1228925.250000 Penalty: 2285.573975
	Iteration 0F: 2 clusters Score -1228925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1221272.000000 Penalty: 4571.147949
	Iteration 0F: 3 clusters Score -1221272 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1223525.000000 Penalty: 4571.147949
	Iteration 1F: 3 clusters Score -1223525 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1223943.500000 Penalty: 4571.147949
	Iteration 2F: 3 clusters Score -1223944 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1224356.375000 Penalty: 4571.147949
	Iteration 3F: 3 clusters Score -1224356 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1224674.250000 Penalty: 4571.147949
	Iteration 4F: 3 clusters Score -1224674 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1224964.000000 Penalty: 4571.147949
	Iteration 5F: 3 clusters Score -1224964 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1225287.500000 Penalty: 4571.147949
	Iteration 6Q: 3 clusters Score -1225288 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1225680.125000 Penalty: 4571.147949
	Iteration 7F: 3 clusters Score -1225680 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1226023.125000 Penalty: 4571.147949
	Iteration 8Q: 3 clusters Score -1226023 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1226298.000000 Penalty: 4571.147949
	Iteration 9Q: 3 clusters Score -1226298 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1226509.250000 Penalty: 4571.147949
	Iteration 10Q: 3 clusters Score -1226509 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1226692.500000 Penalty: 4571.147949
	Iteration 11Q: 3 clusters Score -1226692 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1226817.875000 Penalty: 4571.147949
	Iteration 12Q: 3 clusters Score -1226818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1226898.500000 Penalty: 4571.147949
	Iteration 13Q: 3 clusters Score -1226898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1226962.250000 Penalty: 4571.147949
	Iteration 14Q: 3 clusters Score -1226962 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1227020.125000 Penalty: 4571.147949
	Iteration 15Q: 3 clusters Score -1227020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1227052.500000 Penalty: 4571.147949
	Iteration 16Q: 3 clusters Score -1227052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1227079.375000 Penalty: 4571.147949
	Iteration 17Q: 3 clusters Score -1227079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1227105.375000 Penalty: 4571.147949
	Iteration 18Q: 3 clusters Score -1227105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1227124.500000 Penalty: 4571.147949
	Iteration 19Q: 3 clusters Score -1227124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1227144.375000 Penalty: 4571.147949
	Iteration 20F: 3 clusters Score -1227144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1227156.625000 Penalty: 4571.147949
	Iteration 21Q: 3 clusters Score -1227157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1227164.750000 Penalty: 4571.147949
	Iteration 22Q: 3 clusters Score -1227165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1227174.625000 Penalty: 4571.147949
	Iteration 23Q: 3 clusters Score -1227175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1227180.500000 Penalty: 4571.147949
	Iteration 24Q: 3 clusters Score -1227180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1227188.500000 Penalty: 4571.147949
	Iteration 25Q: 3 clusters Score -1227188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1227198.625000 Penalty: 4571.147949
	Iteration 26Q: 3 clusters Score -1227199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1227204.625000 Penalty: 4571.147949
	Iteration 27Q: 3 clusters Score -1227205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1227212.875000 Penalty: 4571.147949
	Iteration 28Q: 3 clusters Score -1227213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1227219.750000 Penalty: 4571.147949
	Iteration 29Q: 3 clusters Score -1227220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1227220.750000 Penalty: 4571.147949
	Iteration 30Q: 3 clusters Score -1227221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1227225.125000 Penalty: 4571.147949
	Iteration 31Q: 3 clusters Score -1227225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1227225.625000 Penalty: 4571.147949
	Iteration 32Q: 3 clusters Score -1227226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1227227.625000 Penalty: 4571.147949
	Iteration 33Q: 3 clusters Score -1227228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1227233.250000 Penalty: 4571.147949
	Iteration 34Q: 3 clusters Score -1227233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1227236.375000 Penalty: 4571.147949
	Iteration 35Q: 3 clusters Score -1227236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1227237.625000 Penalty: 4571.147949
	Iteration 36Q: 3 clusters Score -1227238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1227240.250000 Penalty: 4571.147949
	Iteration 37Q: 3 clusters Score -1227240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1227245.000000 Penalty: 4571.147949
	Iteration 38Q: 3 clusters Score -1227245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1227248.125000 Penalty: 4571.147949
	Iteration 39Q: 3 clusters Score -1227248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1227249.625000 Penalty: 4571.147949
	Iteration 40F: 3 clusters Score -1227250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1227249.625000 Penalty: 4571.147949
	Iteration 41Q: 3 clusters Score -1227250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1227248.875000 Penalty: 4571.147949
	Iteration 42Q: 3 clusters Score -1227249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1227251.750000 Penalty: 4571.147949
	Iteration 43Q: 3 clusters Score -1227252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1227253.500000 Penalty: 4571.147949
	Iteration 44Q: 3 clusters Score -1227254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1227253.500000 Penalty: 4571.147949
	Iteration 45Q: 3 clusters Score -1227254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1227255.750000 Penalty: 4571.147949
	Iteration 46Q: 3 clusters Score -1227256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1227256.875000 Penalty: 4571.147949
	Iteration 47Q: 3 clusters Score -1227257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1227263.625000 Penalty: 4571.147949
	Iteration 48Q: 3 clusters Score -1227264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1227269.500000 Penalty: 4571.147949
	Iteration 49Q: 3 clusters Score -1227270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1227269.750000 Penalty: 4571.147949
	Iteration 50Q: 3 clusters Score -1227270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1227275.750000 Penalty: 4571.147949
	Iteration 51Q: 3 clusters Score -1227276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1227278.125000 Penalty: 4571.147949
	Iteration 52Q: 3 clusters Score -1227278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1227279.250000 Penalty: 4571.147949
	Iteration 53Q: 3 clusters Score -1227279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1227279.500000 Penalty: 4571.147949
	Iteration 54Q: 3 clusters Score -1227280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1227277.000000 Penalty: 4571.147949
	Iteration 55Q: 3 clusters Score -1227277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1227278.500000 Penalty: 4571.147949
	Iteration 56Q: 3 clusters Score -1227278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1227279.000000 Penalty: 4571.147949
	Iteration 57Q: 3 clusters Score -1227279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1227277.875000 Penalty: 4571.147949
	Iteration 58Q: 3 clusters Score -1227278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1227277.875000 Penalty: 4571.147949
	Iteration 59F: 3 clusters Score -1227278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Entering Unmasked Estep 
Score: -865296.437500 Penalty: 2201.105957
	Iteration 0F: 2 clusters Score -865296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -859400.125000 Penalty: 4402.211914
	Iteration 0F: 3 clusters Score -859400.1 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -860961.812500 Penalty: 4402.211914
	Iteration 1F: 3 clusters Score -860961.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -861214.750000 Penalty: 4402.211914
	Iteration 2F: 3 clusters Score -861214.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -861371.250000 Penalty: 4402.211914
	Iteration 3Q: 3 clusters Score -861371.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -861481.375000 Penalty: 4402.211914
	Iteration 4Q: 3 clusters Score -861481.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -861579.062500 Penalty: 4402.211914
	Iteration 5Q: 3 clusters Score -861579.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -861667.937500 Penalty: 4402.211914
	Iteration 6Q: 3 clusters Score -861667.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -861743.937500 Penalty: 4402.211914
	Iteration 7Q: 3 clusters Score -861743.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -861821.562500 Penalty: 4402.211914
	Iteration 8Q: 3 clusters Score -861821.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -861921.000000 Penalty: 4402.211914
	Iteration 9Q: 3 clusters Score -861921 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -862045.250000 Penalty: 4402.211914
	Iteration 10Q: 3 clusters Score -862045.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -862168.937500 Penalty: 4402.211914
	Iteration 11Q: 3 clusters Score -862168.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -862310.187500 Penalty: 4402.211914
	Iteration 12Q: 3 clusters Score -862310.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -862437.187500 Penalty: 4402.211914
	Iteration 13Q: 3 clusters Score -862437.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -862538.187500 Penalty: 4402.211914
	Iteration 14Q: 3 clusters Score -862538.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -862620.125000 Penalty: 4402.211914
	Iteration 15Q: 3 clusters Score -862620.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -862688.312500 Penalty: 4402.211914
	Iteration 16Q: 3 clusters Score -862688.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -862742.375000 Penalty: 4402.211914
	Iteration 17Q: 3 clusters Score -862742.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -862793.375000 Penalty: 4402.211914
	Iteration 18Q: 3 clusters Score -862793.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -862824.875000 Penalty: 4402.211914
	Iteration 19Q: 3 clusters Score -862824.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -862856.187500 Penalty: 4402.211914
	Iteration 20F: 3 clusters Score -862856.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -862890.562500 Penalty: 4402.211914
	Iteration 21Q: 3 clusters Score -862890.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -862909.625000 Penalty: 4402.211914
	Iteration 22Q: 3 clusters Score -862909.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -862930.250000 Penalty: 4402.211914
	Iteration 23Q: 3 clusters Score -862930.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -862948.437500 Penalty: 4402.211914
	Iteration 24Q: 3 clusters Score -862948.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -862971.687500 Penalty: 4402.211914
	Iteration 25Q: 3 clusters Score -862971.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -862991.562500 Penalty: 4402.211914
	Iteration 26Q: 3 clusters Score -862991.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -863008.687500 Penalty: 4402.211914
	Iteration 27Q: 3 clusters Score -863008.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -863032.937500 Penalty: 4402.211914
	Iteration 28Q: 3 clusters Score -863032.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -863051.187500 Penalty: 4402.211914
	Iteration 29Q: 3 clusters Score -863051.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -863067.312500 Penalty: 4402.211914
	Iteration 30Q: 3 clusters Score -863067.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -863078.625000 Penalty: 4402.211914
	Iteration 31Q: 3 clusters Score -863078.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -863092.125000 Penalty: 4402.211914
	Iteration 32Q: 3 clusters Score -863092.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -863106.625000 Penalty: 4402.211914
	Iteration 33Q: 3 clusters Score -863106.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -863119.250000 Penalty: 4402.211914
	Iteration 34Q: 3 clusters Score -863119.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -863127.437500 Penalty: 4402.211914
	Iteration 35Q: 3 clusters Score -863127.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -863143.500000 Penalty: 4402.211914
	Iteration 36Q: 3 clusters Score -863143.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -863153.750000 Penalty: 4402.211914
	Iteration 37Q: 3 clusters Score -863153.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -863160.750000 Penalty: 4402.211914
	Iteration 38Q: 3 clusters Score -863160.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -863170.875000 Penalty: 4402.211914
	Iteration 39Q: 3 clusters Score -863170.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -863182.437500 Penalty: 4402.211914
	Iteration 40F: 3 clusters Score -863182.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -863192.875000 Penalty: 4402.211914
	Iteration 41Q: 3 clusters Score -863192.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -863207.437500 Penalty: 4402.211914
	Iteration 42Q: 3 clusters Score -863207.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -863220.125000 Penalty: 4402.211914
	Iteration 43Q: 3 clusters Score -863220.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -863240.062500 Penalty: 4402.211914
	Iteration 44Q: 3 clusters Score -863240.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -863258.375000 Penalty: 4402.211914
	Iteration 45Q: 3 clusters Score -863258.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -863271.437500 Penalty: 4402.211914
	Iteration 46Q: 3 clusters Score -863271.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -863283.250000 Penalty: 4402.211914
	Iteration 47Q: 3 clusters Score -863283.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -863288.500000 Penalty: 4402.211914
	Iteration 48Q: 3 clusters Score -863288.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -863297.937500 Penalty: 4402.211914
	Iteration 49Q: 3 clusters Score -863297.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -863314.437500 Penalty: 4402.211914
	Iteration 50Q: 3 clusters Score -863314.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -863323.687500 Penalty: 4402.211914
	Iteration 51Q: 3 clusters Score -863323.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -863334.625000 Penalty: 4402.211914
	Iteration 52Q: 3 clusters Score -863334.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -863345.312500 Penalty: 4402.211914
	Iteration 53Q: 3 clusters Score -863345.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -863356.937500 Penalty: 4402.211914
	Iteration 54Q: 3 clusters Score -863356.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -863362.875000 Penalty: 4402.211914
	Iteration 55Q: 3 clusters Score -863362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -863368.812500 Penalty: 4402.211914
	Iteration 56Q: 3 clusters Score -863368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -863373.687500 Penalty: 4402.211914
	Iteration 57Q: 3 clusters Score -863373.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -863379.187500 Penalty: 4402.211914
	Iteration 58Q: 3 clusters Score -863379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -863380.812500 Penalty: 4402.211914
	Iteration 59Q: 3 clusters Score -863380.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -863383.375000 Penalty: 4402.211914
	Iteration 60F: 3 clusters Score -863383.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -863390.000000 Penalty: 4402.211914
	Iteration 61Q: 3 clusters Score -863390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -863398.687500 Penalty: 4402.211914
	Iteration 62Q: 3 clusters Score -863398.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -863402.750000 Penalty: 4402.211914
	Iteration 63Q: 3 clusters Score -863402.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -863407.437500 Penalty: 4402.211914
	Iteration 64Q: 3 clusters Score -863407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -863410.062500 Penalty: 4402.211914
	Iteration 65Q: 3 clusters Score -863410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -863413.187500 Penalty: 4402.211914
	Iteration 66Q: 3 clusters Score -863413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -863414.812500 Penalty: 4402.211914
	Iteration 67Q: 3 clusters Score -863414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -863416.750000 Penalty: 4402.211914
	Iteration 68Q: 3 clusters Score -863416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -863417.375000 Penalty: 4402.211914
	Iteration 69Q: 3 clusters Score -863417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -863417.687500 Penalty: 4402.211914
	Iteration 70Q: 3 clusters Score -863417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -863417.687500 Penalty: 4402.211914
	Iteration 71F: 3 clusters Score -863417.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151679 members 
Entering Unmasked Estep 
Score: -18833260.000000 Penalty: 2958.521240
	Iteration 0F: 2 clusters Score -1.883326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -18731990.000000 Penalty: 5917.042480
	Iteration 0F: 3 clusters Score -1.873199e+07 nChanged 72465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -18774738.000000 Penalty: 5917.042480
	Iteration 1F: 3 clusters Score -1.877474e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -18776466.000000 Penalty: 5917.042480
	Iteration 2Q: 3 clusters Score -1.877647e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -18778946.000000 Penalty: 5917.042480
	Iteration 3Q: 3 clusters Score -1.877895e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -18782412.000000 Penalty: 5917.042480
	Iteration 4F: 3 clusters Score -1.878241e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -18787440.000000 Penalty: 5917.042480
	Iteration 5F: 3 clusters Score -1.878744e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -18793346.000000 Penalty: 5917.042480
	Iteration 6F: 3 clusters Score -1.879335e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 112012 members 
Entering Unmasked Estep 
Score: -18800214.000000 Penalty: 5917.042480
	Iteration 7F: 3 clusters Score -1.880021e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 120601 members 
Entering Unmasked Estep 
Score: -18807222.000000 Penalty: 5917.042480
	Iteration 8F: 3 clusters Score -1.880722e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -18813986.000000 Penalty: 5917.042480
	Iteration 9F: 3 clusters Score -1.881399e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 134222 members 
Entering Unmasked Estep 
Score: -18820002.000000 Penalty: 5917.042480
	Iteration 10Q: 3 clusters Score -1.882e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 138190 members 
Entering Unmasked Estep 
Score: -18824160.000000 Penalty: 5917.042480
	Iteration 11Q: 3 clusters Score -1.882416e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 140403 members 
Entering Unmasked Estep 
Score: -18826784.000000 Penalty: 5917.042480
	Iteration 12Q: 3 clusters Score -1.882678e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -18827990.000000 Penalty: 5917.042480
	Iteration 13Q: 3 clusters Score -1.882799e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 142658 members 
Entering Unmasked Estep 
Score: -18828690.000000 Penalty: 5917.042480
	Iteration 14Q: 3 clusters Score -1.882869e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 143422 members 
Entering Unmasked Estep 
Score: -18829104.000000 Penalty: 5917.042480
	Iteration 15Q: 3 clusters Score -1.88291e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 144097 members 
Entering Unmasked Estep 
Score: -18829452.000000 Penalty: 5917.042480
	Iteration 16Q: 3 clusters Score -1.882945e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 144687 members 
Entering Unmasked Estep 
Score: -18829774.000000 Penalty: 5917.042480
	Iteration 17Q: 3 clusters Score -1.882977e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 145177 members 
Entering Unmasked Estep 
Score: -18829950.000000 Penalty: 5917.042480
	Iteration 18Q: 3 clusters Score -1.882995e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 145588 members 
Entering Unmasked Estep 
Score: -18830132.000000 Penalty: 5917.042480
	Iteration 19Q: 3 clusters Score -1.883013e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 145951 members 
Entering Unmasked Estep 
Score: -18830270.000000 Penalty: 5917.042480
	Iteration 20F: 3 clusters Score -1.883027e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -18830398.000000 Penalty: 5917.042480
	Iteration 21Q: 3 clusters Score -1.88304e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 146503 members 
Entering Unmasked Estep 
Score: -18830510.000000 Penalty: 5917.042480
	Iteration 22Q: 3 clusters Score -1.883051e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -18830564.000000 Penalty: 5917.042480
	Iteration 23Q: 3 clusters Score -1.883056e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 146890 members 
Entering Unmasked Estep 
Score: -18830592.000000 Penalty: 5917.042480
	Iteration 24Q: 3 clusters Score -1.883059e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -18830650.000000 Penalty: 5917.042480
	Iteration 25Q: 3 clusters Score -1.883065e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -18830676.000000 Penalty: 5917.042480
	Iteration 26Q: 3 clusters Score -1.883068e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -18830742.000000 Penalty: 5917.042480
	Iteration 27Q: 3 clusters Score -1.883074e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 147481 members 
Entering Unmasked Estep 
Score: -18830728.000000 Penalty: 5917.042480
	Iteration 28Q: 3 clusters Score -1.883073e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 147600 members 
Entering Unmasked Estep 
Score: -18830800.000000 Penalty: 5917.042480
	Iteration 29Q: 3 clusters Score -1.88308e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 147712 members 
Entering Unmasked Estep 
Score: -18830818.000000 Penalty: 5917.042480
	Iteration 30Q: 3 clusters Score -1.883082e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -18830850.000000 Penalty: 5917.042480
	Iteration 31Q: 3 clusters Score -1.883085e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -18830852.000000 Penalty: 5917.042480
	Iteration 32Q: 3 clusters Score -1.883085e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 147964 members 
Entering Unmasked Estep 
Score: -18830868.000000 Penalty: 5917.042480
	Iteration 33Q: 3 clusters Score -1.883087e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 148036 members 
Entering Unmasked Estep 
Score: -18830878.000000 Penalty: 5917.042480
	Iteration 34Q: 3 clusters Score -1.883088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -18830912.000000 Penalty: 5917.042480
	Iteration 35Q: 3 clusters Score -1.883091e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 148147 members 
Entering Unmasked Estep 
Score: -18830916.000000 Penalty: 5917.042480
	Iteration 36Q: 3 clusters Score -1.883092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -18830932.000000 Penalty: 5917.042480
	Iteration 37Q: 3 clusters Score -1.883093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 148233 members 
Entering Unmasked Estep 
Score: -18830934.000000 Penalty: 5917.042480
	Iteration 38Q: 3 clusters Score -1.883093e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 148275 members 
Entering Unmasked Estep 
Score: -18830930.000000 Penalty: 5917.042480
	Iteration 39Q: 3 clusters Score -1.883093e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -18830906.000000 Penalty: 5917.042480
	Iteration 40F: 3 clusters Score -1.883091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -18830924.000000 Penalty: 5917.042480
	Iteration 41Q: 3 clusters Score -1.883092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -18830932.000000 Penalty: 5917.042480
	Iteration 42Q: 3 clusters Score -1.883093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -18830936.000000 Penalty: 5917.042480
	Iteration 43Q: 3 clusters Score -1.883094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -18830948.000000 Penalty: 5917.042480
	Iteration 44Q: 3 clusters Score -1.883095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 148469 members 
Entering Unmasked Estep 
Score: -18830968.000000 Penalty: 5917.042480
	Iteration 45Q: 3 clusters Score -1.883097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 148495 members 
Entering Unmasked Estep 
Score: -18830970.000000 Penalty: 5917.042480
	Iteration 46Q: 3 clusters Score -1.883097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -18830966.000000 Penalty: 5917.042480
	Iteration 47Q: 3 clusters Score -1.883097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -18830974.000000 Penalty: 5917.042480
	Iteration 48Q: 3 clusters Score -1.883097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -18830976.000000 Penalty: 5917.042480
	Iteration 49Q: 3 clusters Score -1.883098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 148593 members 
Entering Unmasked Estep 
Score: -18830990.000000 Penalty: 5917.042480
	Iteration 50Q: 3 clusters Score -1.883099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -18831002.000000 Penalty: 5917.042480
	Iteration 51Q: 3 clusters Score -1.8831e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 148644 members 
Entering Unmasked Estep 
Score: -18830980.000000 Penalty: 5917.042480
	Iteration 52Q: 3 clusters Score -1.883098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 148664 members 
Entering Unmasked Estep 
Score: -18831004.000000 Penalty: 5917.042480
	Iteration 53Q: 3 clusters Score -1.8831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 148676 members 
Entering Unmasked Estep 
Score: -18831008.000000 Penalty: 5917.042480
	Iteration 54Q: 3 clusters Score -1.883101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 148690 members 
Entering Unmasked Estep 
Score: -18831016.000000 Penalty: 5917.042480
	Iteration 55Q: 3 clusters Score -1.883102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 148707 members 
Entering Unmasked Estep 
Score: -18831010.000000 Penalty: 5917.042480
	Iteration 56Q: 3 clusters Score -1.883101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 148718 members 
Entering Unmasked Estep 
Score: -18831006.000000 Penalty: 5917.042480
	Iteration 57Q: 3 clusters Score -1.883101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -18830998.000000 Penalty: 5917.042480
	Iteration 58Q: 3 clusters Score -1.8831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -18831010.000000 Penalty: 5917.042480
	Iteration 59Q: 3 clusters Score -1.883101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 148743 members 
Entering Unmasked Estep 
Score: -18830994.000000 Penalty: 5917.042480
	Iteration 60F: 3 clusters Score -1.883099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 148756 members 
Entering Unmasked Estep 
Score: -18830998.000000 Penalty: 5917.042480
	Iteration 61Q: 3 clusters Score -1.8831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -18830984.000000 Penalty: 5917.042480
	Iteration 62Q: 3 clusters Score -1.883098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -18831002.000000 Penalty: 5917.042480
	Iteration 63Q: 3 clusters Score -1.8831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -18830990.000000 Penalty: 5917.042480
	Iteration 64Q: 3 clusters Score -1.883099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 148795 members 
Entering Unmasked Estep 
Score: -18830994.000000 Penalty: 5917.042480
	Iteration 65Q: 3 clusters Score -1.883099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -18830986.000000 Penalty: 5917.042480
	Iteration 66Q: 3 clusters Score -1.883099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -18830988.000000 Penalty: 5917.042480
	Iteration 67Q: 3 clusters Score -1.883099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 148808 members 
Entering Unmasked Estep 
Score: -18830964.000000 Penalty: 5917.042480
	Iteration 68Q: 3 clusters Score -1.883096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -18830972.000000 Penalty: 5917.042480
	Iteration 69Q: 3 clusters Score -1.883097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -18830986.000000 Penalty: 5917.042480
	Iteration 70Q: 3 clusters Score -1.883099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 148815 members 
Entering Unmasked Estep 
Score: -18830988.000000 Penalty: 5917.042480
	Iteration 71Q: 3 clusters Score -1.883099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 148818 members 
Entering Unmasked Estep 
Score: -18830978.000000 Penalty: 5917.042480
	Iteration 72Q: 3 clusters Score -1.883098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 148822 members 
Entering Unmasked Estep 
Score: -18830982.000000 Penalty: 5917.042480
	Iteration 73Q: 3 clusters Score -1.883098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -18830980.000000 Penalty: 5917.042480
	Iteration 74Q: 3 clusters Score -1.883098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -18830974.000000 Penalty: 5917.042480
	Iteration 75Q: 3 clusters Score -1.883097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -18830980.000000 Penalty: 5917.042480
	Iteration 76Q: 3 clusters Score -1.883098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -18830980.000000 Penalty: 5917.042480
	Iteration 77F: 3 clusters Score -1.883098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Entering Unmasked Estep 
Score: -3776051.750000 Penalty: 2566.593262
	Iteration 0F: 2 clusters Score -3776052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3754748.000000 Penalty: 5133.186523
	Iteration 0F: 3 clusters Score -3754748 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3762298.750000 Penalty: 5133.186523
	Iteration 1F: 3 clusters Score -3762299 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3762883.500000 Penalty: 5133.186523
	Iteration 2Q: 3 clusters Score -3762884 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3763525.250000 Penalty: 5133.186523
	Iteration 3Q: 3 clusters Score -3763525 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3764232.750000 Penalty: 5133.186523
	Iteration 4Q: 3 clusters Score -3764233 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3765109.500000 Penalty: 5133.186523
	Iteration 5Q: 3 clusters Score -3765110 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3765939.750000 Penalty: 5133.186523
	Iteration 6F: 3 clusters Score -3765940 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3766673.750000 Penalty: 5133.186523
	Iteration 7Q: 3 clusters Score -3766674 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3767325.000000 Penalty: 5133.186523
	Iteration 8Q: 3 clusters Score -3767325 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3767900.250000 Penalty: 5133.186523
	Iteration 9Q: 3 clusters Score -3767900 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3768514.750000 Penalty: 5133.186523
	Iteration 10Q: 3 clusters Score -3768515 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3769178.250000 Penalty: 5133.186523
	Iteration 11Q: 3 clusters Score -3769178 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3769914.500000 Penalty: 5133.186523
	Iteration 12Q: 3 clusters Score -3769914 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3770732.750000 Penalty: 5133.186523
	Iteration 13Q: 3 clusters Score -3770733 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3771497.000000 Penalty: 5133.186523
	Iteration 14Q: 3 clusters Score -3771497 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3772166.250000 Penalty: 5133.186523
	Iteration 15Q: 3 clusters Score -3772166 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3772598.500000 Penalty: 5133.186523
	Iteration 16Q: 3 clusters Score -3772598 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3772941.000000 Penalty: 5133.186523
	Iteration 17Q: 3 clusters Score -3772941 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3773128.000000 Penalty: 5133.186523
	Iteration 18Q: 3 clusters Score -3773128 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3773279.500000 Penalty: 5133.186523
	Iteration 19Q: 3 clusters Score -3773280 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3773384.750000 Penalty: 5133.186523
	Iteration 20F: 3 clusters Score -3773385 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3773496.250000 Penalty: 5133.186523
	Iteration 21Q: 3 clusters Score -3773496 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3773580.750000 Penalty: 5133.186523
	Iteration 22Q: 3 clusters Score -3773581 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3773664.750000 Penalty: 5133.186523
	Iteration 23Q: 3 clusters Score -3773665 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3773745.000000 Penalty: 5133.186523
	Iteration 24Q: 3 clusters Score -3773745 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3773793.750000 Penalty: 5133.186523
	Iteration 25Q: 3 clusters Score -3773794 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3773845.250000 Penalty: 5133.186523
	Iteration 26Q: 3 clusters Score -3773845 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3773893.750000 Penalty: 5133.186523
	Iteration 27Q: 3 clusters Score -3773894 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3773934.000000 Penalty: 5133.186523
	Iteration 28Q: 3 clusters Score -3773934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3773954.500000 Penalty: 5133.186523
	Iteration 29Q: 3 clusters Score -3773954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3773986.500000 Penalty: 5133.186523
	Iteration 30Q: 3 clusters Score -3773986 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3774014.250000 Penalty: 5133.186523
	Iteration 31Q: 3 clusters Score -3774014 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3774023.250000 Penalty: 5133.186523
	Iteration 32Q: 3 clusters Score -3774023 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3774029.000000 Penalty: 5133.186523
	Iteration 33Q: 3 clusters Score -3774029 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3774040.250000 Penalty: 5133.186523
	Iteration 34Q: 3 clusters Score -3774040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3774052.250000 Penalty: 5133.186523
	Iteration 35Q: 3 clusters Score -3774052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3774058.500000 Penalty: 5133.186523
	Iteration 36Q: 3 clusters Score -3774058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3774064.000000 Penalty: 5133.186523
	Iteration 37Q: 3 clusters Score -3774064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3774068.750000 Penalty: 5133.186523
	Iteration 38Q: 3 clusters Score -3774069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3774083.000000 Penalty: 5133.186523
	Iteration 39Q: 3 clusters Score -3774083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3774093.500000 Penalty: 5133.186523
	Iteration 40F: 3 clusters Score -3774094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3774101.500000 Penalty: 5133.186523
	Iteration 41Q: 3 clusters Score -3774102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3774099.250000 Penalty: 5133.186523
	Iteration 42Q: 3 clusters Score -3774099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3774093.750000 Penalty: 5133.186523
	Iteration 43Q: 3 clusters Score -3774094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3774119.000000 Penalty: 5133.186523
	Iteration 44Q: 3 clusters Score -3774119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3774119.500000 Penalty: 5133.186523
	Iteration 45Q: 3 clusters Score -3774120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3774125.500000 Penalty: 5133.186523
	Iteration 46Q: 3 clusters Score -3774126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3774121.000000 Penalty: 5133.186523
	Iteration 47Q: 3 clusters Score -3774121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3774134.000000 Penalty: 5133.186523
	Iteration 48Q: 3 clusters Score -3774134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3774140.500000 Penalty: 5133.186523
	Iteration 49Q: 3 clusters Score -3774140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3774142.750000 Penalty: 5133.186523
	Iteration 50Q: 3 clusters Score -3774143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3774138.500000 Penalty: 5133.186523
	Iteration 51Q: 3 clusters Score -3774138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3774140.250000 Penalty: 5133.186523
	Iteration 52Q: 3 clusters Score -3774140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3774145.500000 Penalty: 5133.186523
	Iteration 53Q: 3 clusters Score -3774146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3774149.500000 Penalty: 5133.186523
	Iteration 54Q: 3 clusters Score -3774150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3774152.250000 Penalty: 5133.186523
	Iteration 55Q: 3 clusters Score -3774152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3774153.500000 Penalty: 5133.186523
	Iteration 56Q: 3 clusters Score -3774154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3774147.000000 Penalty: 5133.186523
	Iteration 57Q: 3 clusters Score -3774147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3774143.250000 Penalty: 5133.186523
	Iteration 58Q: 3 clusters Score -3774143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3774138.250000 Penalty: 5133.186523
	Iteration 59Q: 3 clusters Score -3774138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3774139.000000 Penalty: 5133.186523
	Iteration 60F: 3 clusters Score -3774139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3774138.250000 Penalty: 5133.186523
	Iteration 61Q: 3 clusters Score -3774138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3774136.250000 Penalty: 5133.186523
	Iteration 62Q: 3 clusters Score -3774136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3774131.000000 Penalty: 5133.186523
	Iteration 63Q: 3 clusters Score -3774131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3774137.250000 Penalty: 5133.186523
	Iteration 64Q: 3 clusters Score -3774137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3774141.750000 Penalty: 5133.186523
	Iteration 65Q: 3 clusters Score -3774142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3774148.000000 Penalty: 5133.186523
	Iteration 66Q: 3 clusters Score -3774148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3774144.000000 Penalty: 5133.186523
	Iteration 67Q: 3 clusters Score -3774144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3774138.750000 Penalty: 5133.186523
	Iteration 68Q: 3 clusters Score -3774139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3774141.750000 Penalty: 5133.186523
	Iteration 69Q: 3 clusters Score -3774142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3774151.500000 Penalty: 5133.186523
	Iteration 70Q: 3 clusters Score -3774152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3774135.250000 Penalty: 5133.186523
	Iteration 71Q: 3 clusters Score -3774135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3774150.250000 Penalty: 5133.186523
	Iteration 72Q: 3 clusters Score -3774150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3774145.000000 Penalty: 5133.186523
	Iteration 73Q: 3 clusters Score -3774145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3774138.750000 Penalty: 5133.186523
	Iteration 74Q: 3 clusters Score -3774139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3774140.500000 Penalty: 5133.186523
	Iteration 75Q: 3 clusters Score -3774140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3774141.250000 Penalty: 5133.186523
	Iteration 76Q: 3 clusters Score -3774141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3774144.000000 Penalty: 5133.186523
	Iteration 77Q: 3 clusters Score -3774144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3774143.250000 Penalty: 5133.186523
	Iteration 78Q: 3 clusters Score -3774143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3774146.750000 Penalty: 5133.186523
	Iteration 79Q: 3 clusters Score -3774147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3774147.750000 Penalty: 5133.186523
	Iteration 80F: 3 clusters Score -3774148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3774143.500000 Penalty: 5133.186523
	Iteration 81Q: 3 clusters Score -3774144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3774145.500000 Penalty: 5133.186523
	Iteration 82Q: 3 clusters Score -3774146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3774144.750000 Penalty: 5133.186523
	Iteration 83Q: 3 clusters Score -3774145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3774149.500000 Penalty: 5133.186523
	Iteration 84Q: 3 clusters Score -3774150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3774142.500000 Penalty: 5133.186523
	Iteration 85Q: 3 clusters Score -3774142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3774141.500000 Penalty: 5133.186523
	Iteration 86Q: 3 clusters Score -3774142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3774141.750000 Penalty: 5133.186523
	Iteration 87Q: 3 clusters Score -3774142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3774151.000000 Penalty: 5133.186523
	Iteration 88Q: 3 clusters Score -3774151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3774147.500000 Penalty: 5133.186523
	Iteration 89Q: 3 clusters Score -3774148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3774149.000000 Penalty: 5133.186523
	Iteration 90Q: 3 clusters Score -3774149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3774149.000000 Penalty: 5133.186523
	Iteration 91F: 3 clusters Score -3774149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -643106.750000 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -643106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -638380.687500 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -638380.7 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -639525.250000 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -639525.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -639806.875000 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -639806.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -640014.312500 Penalty: 4255.110840
	Iteration 3F: 3 clusters Score -640014.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -640169.375000 Penalty: 4255.110840
	Iteration 4Q: 3 clusters Score -640169.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -640313.187500 Penalty: 4255.110840
	Iteration 5Q: 3 clusters Score -640313.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -640456.375000 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -640456.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -640569.625000 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -640569.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -640681.562500 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -640681.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -640784.000000 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -640784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -640863.937500 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -640863.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -640934.437500 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -640934.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -640982.687500 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -640982.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -641025.562500 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -641025.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -641052.687500 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -641052.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -641069.062500 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -641069.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -641087.000000 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -641087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -641105.937500 Penalty: 4255.110840
	Iteration 17Q: 3 clusters Score -641105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -641124.000000 Penalty: 4255.110840
	Iteration 18Q: 3 clusters Score -641124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -641133.250000 Penalty: 4255.110840
	Iteration 19Q: 3 clusters Score -641133.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -641141.625000 Penalty: 4255.110840
	Iteration 20F: 3 clusters Score -641141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -641151.500000 Penalty: 4255.110840
	Iteration 21Q: 3 clusters Score -641151.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -641166.312500 Penalty: 4255.110840
	Iteration 22Q: 3 clusters Score -641166.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -641185.062500 Penalty: 4255.110840
	Iteration 23Q: 3 clusters Score -641185.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -641204.000000 Penalty: 4255.110840
	Iteration 24Q: 3 clusters Score -641204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -641222.312500 Penalty: 4255.110840
	Iteration 25Q: 3 clusters Score -641222.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -641238.375000 Penalty: 4255.110840
	Iteration 26Q: 3 clusters Score -641238.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -641251.187500 Penalty: 4255.110840
	Iteration 27Q: 3 clusters Score -641251.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -641264.000000 Penalty: 4255.110840
	Iteration 28Q: 3 clusters Score -641264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -641275.937500 Penalty: 4255.110840
	Iteration 29Q: 3 clusters Score -641275.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -641285.937500 Penalty: 4255.110840
	Iteration 30Q: 3 clusters Score -641285.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -641292.937500 Penalty: 4255.110840
	Iteration 31Q: 3 clusters Score -641292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -641300.687500 Penalty: 4255.110840
	Iteration 32Q: 3 clusters Score -641300.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -641308.562500 Penalty: 4255.110840
	Iteration 33Q: 3 clusters Score -641308.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -641316.937500 Penalty: 4255.110840
	Iteration 34Q: 3 clusters Score -641316.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -641324.562500 Penalty: 4255.110840
	Iteration 35Q: 3 clusters Score -641324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -641329.687500 Penalty: 4255.110840
	Iteration 36Q: 3 clusters Score -641329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -641334.750000 Penalty: 4255.110840
	Iteration 37Q: 3 clusters Score -641334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -641341.000000 Penalty: 4255.110840
	Iteration 38Q: 3 clusters Score -641341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -641348.062500 Penalty: 4255.110840
	Iteration 39Q: 3 clusters Score -641348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -641352.125000 Penalty: 4255.110840
	Iteration 40F: 3 clusters Score -641352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -641357.875000 Penalty: 4255.110840
	Iteration 41Q: 3 clusters Score -641357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -641359.062500 Penalty: 4255.110840
	Iteration 42Q: 3 clusters Score -641359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -641360.437500 Penalty: 4255.110840
	Iteration 43Q: 3 clusters Score -641360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -641360.500000 Penalty: 4255.110840
	Iteration 44Q: 3 clusters Score -641360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -641360.500000 Penalty: 4255.110840
	Iteration 45F: 3 clusters Score -641360.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -300918.562500 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -300918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -297925.562500 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -297925.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -298559.437500 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -298559.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -298712.062500 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -298712.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -298817.906250 Penalty: 3903.033691
	Iteration 3Q: 3 clusters Score -298817.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -298914.125000 Penalty: 3903.033691
	Iteration 4Q: 3 clusters Score -298914.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -298995.062500 Penalty: 3903.033691
	Iteration 5Q: 3 clusters Score -298995.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -299055.281250 Penalty: 3903.033691
	Iteration 6Q: 3 clusters Score -299055.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -299113.062500 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -299113.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -299163.343750 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -299163.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -299217.593750 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -299217.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -299293.406250 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -299293.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -299379.437500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -299379.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -299438.562500 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -299438.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -299485.156250 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -299485.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -299534.406250 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -299534.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -299571.000000 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -299571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -299598.875000 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -299598.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -299621.281250 Penalty: 3903.033691
	Iteration 17Q: 3 clusters Score -299621.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -299636.125000 Penalty: 3903.033691
	Iteration 18Q: 3 clusters Score -299636.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -299648.468750 Penalty: 3903.033691
	Iteration 19Q: 3 clusters Score -299648.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -299659.937500 Penalty: 3903.033691
	Iteration 20F: 3 clusters Score -299659.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -299670.656250 Penalty: 3903.033691
	Iteration 21Q: 3 clusters Score -299670.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -299680.156250 Penalty: 3903.033691
	Iteration 22Q: 3 clusters Score -299680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -299690.500000 Penalty: 3903.033691
	Iteration 23Q: 3 clusters Score -299690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -299695.531250 Penalty: 3903.033691
	Iteration 24Q: 3 clusters Score -299695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -299698.687500 Penalty: 3903.033691
	Iteration 25Q: 3 clusters Score -299698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -299699.843750 Penalty: 3903.033691
	Iteration 26Q: 3 clusters Score -299699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -299702.125000 Penalty: 3903.033691
	Iteration 27Q: 3 clusters Score -299702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -299702.343750 Penalty: 3903.033691
	Iteration 28Q: 3 clusters Score -299702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -299702.343750 Penalty: 3903.033691
	Iteration 29F: 3 clusters Score -299702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -65905.867188 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -65905.87 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 347 members 
Entering Unmasked Estep 
Score: -64542.644531 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -64542.64 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66032.710938 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -66032.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66886.828125 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -66886.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67440.078125 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -67440.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67646.687500 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -67646.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67922.570312 Penalty: 3261.928711
	Iteration 5F: 3 clusters Score -67922.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68025.781250 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -68025.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68038.804688 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -68038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68063.671875 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -68063.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68229.773438 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -68229.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68278.703125 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -68278.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68286.257812 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -68286.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68288.179688 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -68288.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68289.054688 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -68289.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68289.054688 Penalty: 3261.928711
	Iteration 14F: 3 clusters Score -68289.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 181541 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 41184 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 182091 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 32157 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29522 members 
Mstep: Class 14 contains 46740 members 
Mstep: Class 15 contains 1203 members 
Mstep: Class 16 contains 7324 members 
Mstep: Class 17 contains 171500 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 151679 members 
Mstep: Class 22 contains 31231 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 409 members 
Entering Unmasked Estep 
Score: -124221352.000000 Penalty: 92743.140625
Splitting cluster 25 changes total score from -124220512.000000 to -124221352.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 26 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -833427.375000 Penalty: 2190.481689
	Iteration 0F: 2 clusters Score -833427.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -827752.500000 Penalty: 4380.963379
	Iteration 0F: 3 clusters Score -827752.5 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -829247.375000 Penalty: 4380.963379
	Iteration 1F: 3 clusters Score -829247.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -829500.687500 Penalty: 4380.963379
	Iteration 2F: 3 clusters Score -829500.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -829660.750000 Penalty: 4380.963379
	Iteration 3F: 3 clusters Score -829660.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -829773.250000 Penalty: 4380.963379
	Iteration 4Q: 3 clusters Score -829773.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -829856.750000 Penalty: 4380.963379
	Iteration 5Q: 3 clusters Score -829856.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -829924.562500 Penalty: 4380.963379
	Iteration 6Q: 3 clusters Score -829924.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -829973.000000 Penalty: 4380.963379
	Iteration 7Q: 3 clusters Score -829973 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -830018.000000 Penalty: 4380.963379
	Iteration 8Q: 3 clusters Score -830018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -830049.187500 Penalty: 4380.963379
	Iteration 9Q: 3 clusters Score -830049.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -830073.062500 Penalty: 4380.963379
	Iteration 10Q: 3 clusters Score -830073.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -830098.875000 Penalty: 4380.963379
	Iteration 11Q: 3 clusters Score -830098.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -830126.687500 Penalty: 4380.963379
	Iteration 12Q: 3 clusters Score -830126.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -830156.312500 Penalty: 4380.963379
	Iteration 13Q: 3 clusters Score -830156.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -830186.000000 Penalty: 4380.963379
	Iteration 14Q: 3 clusters Score -830186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -830220.500000 Penalty: 4380.963379
	Iteration 15Q: 3 clusters Score -830220.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -830267.312500 Penalty: 4380.963379
	Iteration 16Q: 3 clusters Score -830267.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -830322.687500 Penalty: 4380.963379
	Iteration 17Q: 3 clusters Score -830322.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -830379.125000 Penalty: 4380.963379
	Iteration 18Q: 3 clusters Score -830379.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -830435.312500 Penalty: 4380.963379
	Iteration 19Q: 3 clusters Score -830435.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -830492.500000 Penalty: 4380.963379
	Iteration 20F: 3 clusters Score -830492.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -830557.750000 Penalty: 4380.963379
	Iteration 21Q: 3 clusters Score -830557.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -830652.312500 Penalty: 4380.963379
	Iteration 22Q: 3 clusters Score -830652.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -830746.375000 Penalty: 4380.963379
	Iteration 23Q: 3 clusters Score -830746.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -830837.125000 Penalty: 4380.963379
	Iteration 24Q: 3 clusters Score -830837.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -830922.562500 Penalty: 4380.963379
	Iteration 25Q: 3 clusters Score -830922.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -830992.812500 Penalty: 4380.963379
	Iteration 26Q: 3 clusters Score -830992.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -831048.812500 Penalty: 4380.963379
	Iteration 27Q: 3 clusters Score -831048.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -831109.687500 Penalty: 4380.963379
	Iteration 28Q: 3 clusters Score -831109.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -831160.125000 Penalty: 4380.963379
	Iteration 29Q: 3 clusters Score -831160.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -831215.000000 Penalty: 4380.963379
	Iteration 30Q: 3 clusters Score -831215 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -831265.812500 Penalty: 4380.963379
	Iteration 31Q: 3 clusters Score -831265.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -831315.437500 Penalty: 4380.963379
	Iteration 32Q: 3 clusters Score -831315.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -831355.562500 Penalty: 4380.963379
	Iteration 33Q: 3 clusters Score -831355.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -831397.125000 Penalty: 4380.963379
	Iteration 34Q: 3 clusters Score -831397.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -831434.562500 Penalty: 4380.963379
	Iteration 35Q: 3 clusters Score -831434.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -831463.625000 Penalty: 4380.963379
	Iteration 36Q: 3 clusters Score -831463.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -831487.000000 Penalty: 4380.963379
	Iteration 37Q: 3 clusters Score -831487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -831512.062500 Penalty: 4380.963379
	Iteration 38Q: 3 clusters Score -831512.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -831526.250000 Penalty: 4380.963379
	Iteration 39Q: 3 clusters Score -831526.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -831542.375000 Penalty: 4380.963379
	Iteration 40F: 3 clusters Score -831542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -831550.250000 Penalty: 4380.963379
	Iteration 41Q: 3 clusters Score -831550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -831554.812500 Penalty: 4380.963379
	Iteration 42Q: 3 clusters Score -831554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -831558.312500 Penalty: 4380.963379
	Iteration 43Q: 3 clusters Score -831558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -831561.250000 Penalty: 4380.963379
	Iteration 44Q: 3 clusters Score -831561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -831566.500000 Penalty: 4380.963379
	Iteration 45Q: 3 clusters Score -831566.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -831574.062500 Penalty: 4380.963379
	Iteration 46Q: 3 clusters Score -831574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -831578.187500 Penalty: 4380.963379
	Iteration 47Q: 3 clusters Score -831578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -831581.000000 Penalty: 4380.963379
	Iteration 48Q: 3 clusters Score -831581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -831585.250000 Penalty: 4380.963379
	Iteration 49Q: 3 clusters Score -831585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -831588.250000 Penalty: 4380.963379
	Iteration 50Q: 3 clusters Score -831588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -831589.187500 Penalty: 4380.963379
	Iteration 51Q: 3 clusters Score -831589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -831590.062500 Penalty: 4380.963379
	Iteration 52Q: 3 clusters Score -831590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -831590.062500 Penalty: 4380.963379
	Iteration 53F: 3 clusters Score -831590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 181541 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 41184 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 182091 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 32157 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29522 members 
Mstep: Class 14 contains 46740 members 
Mstep: Class 15 contains 1203 members 
Mstep: Class 16 contains 7324 members 
Mstep: Class 17 contains 171500 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 21 contains 151679 members 
Mstep: Class 22 contains 31231 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221896.000000 Penalty: 92743.140625
Iteration 159Q: 28 clusters Score -1.242219e+08 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 177320 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 40963 members 
Mstep: Class 8 contains 8759 members 
Mstep: Class 9 contains 182574 members 
Mstep: Class 10 contains 6812 members 
Mstep: Class 11 contains 32152 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29525 members 
Mstep: Class 14 contains 46683 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 171475 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7153 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 155727 members 
Mstep: Class 22 contains 31210 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 6832 members 
Mstep: Class 27 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222720.000000 Penalty: 92743.140625
Iteration 160F: 28 clusters Score -1.242227e+08 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 172991 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8157 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 40803 members 
Mstep: Class 8 contains 8753 members 
Mstep: Class 9 contains 182931 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 11 contains 32151 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 46619 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7324 members 
Mstep: Class 17 contains 171440 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 159999 members 
Mstep: Class 22 contains 31185 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 6821 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224264.000000 Penalty: 92743.140625
Iteration 161Q: 28 clusters Score -1.242243e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 168503 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8154 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 40644 members 
Mstep: Class 8 contains 8756 members 
Mstep: Class 9 contains 183239 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 32147 members 
Mstep: Class 12 contains 20713 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 46532 members 
Mstep: Class 15 contains 1215 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 171392 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 164502 members 
Mstep: Class 22 contains 31134 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 6807 members 
Mstep: Class 27 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225304.000000 Penalty: 92743.140625
Iteration 162Q: 28 clusters Score -1.242253e+08 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 164112 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8156 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 40530 members 
Mstep: Class 8 contains 8767 members 
Mstep: Class 9 contains 183295 members 
Mstep: Class 10 contains 6801 members 
Mstep: Class 11 contains 32137 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 46446 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 171338 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7147 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 169103 members 
Mstep: Class 22 contains 31089 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 6785 members 
Mstep: Class 27 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225760.000000 Penalty: 92743.140625
Iteration 163Q: 28 clusters Score -1.242258e+08 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 159702 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8153 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 8791 members 
Mstep: Class 9 contains 183088 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 32123 members 
Mstep: Class 12 contains 20709 members 
Mstep: Class 13 contains 29536 members 
Mstep: Class 14 contains 46377 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7339 members 
Mstep: Class 17 contains 171293 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 173927 members 
Mstep: Class 22 contains 31049 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 319 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225776.000000 Penalty: 92743.140625
Iteration 164Q: 28 clusters Score -1.242258e+08 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 155413 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8156 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 40392 members 
Mstep: Class 8 contains 8808 members 
Mstep: Class 9 contains 182745 members 
Mstep: Class 10 contains 6766 members 
Mstep: Class 11 contains 32112 members 
Mstep: Class 12 contains 20706 members 
Mstep: Class 13 contains 29542 members 
Mstep: Class 14 contains 46286 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 171305 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 178714 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 319 members 
Mstep: Class 26 contains 6766 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226576.000000 Penalty: 92743.140625
Iteration 165Q: 28 clusters Score -1.242266e+08 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 151525 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8158 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 40346 members 
Mstep: Class 8 contains 8832 members 
Mstep: Class 9 contains 182269 members 
Mstep: Class 10 contains 6752 members 
Mstep: Class 11 contains 32104 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 29548 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 171339 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 183150 members 
Mstep: Class 22 contains 30996 members 
Mstep: Class 23 contains 5309 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6766 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226704.000000 Penalty: 92743.140625
Iteration 166Q: 28 clusters Score -1.242267e+08 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 148241 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8162 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 40320 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 181791 members 
Mstep: Class 10 contains 6741 members 
Mstep: Class 11 contains 32100 members 
Mstep: Class 12 contains 20703 members 
Mstep: Class 13 contains 29553 members 
Mstep: Class 14 contains 46191 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 171376 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 186955 members 
Mstep: Class 22 contains 30960 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6766 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227024.000000 Penalty: 92743.140625
Iteration 167Q: 28 clusters Score -1.24227e+08 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 145698 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8166 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 40305 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 181402 members 
Mstep: Class 10 contains 6734 members 
Mstep: Class 11 contains 32097 members 
Mstep: Class 12 contains 20704 members 
Mstep: Class 13 contains 29562 members 
Mstep: Class 14 contains 46139 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 171432 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 189944 members 
Mstep: Class 22 contains 30940 members 
Mstep: Class 23 contains 5298 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6762 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226984.000000 Penalty: 92743.140625
Iteration 168Q: 28 clusters Score -1.24227e+08 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 143875 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 40285 members 
Mstep: Class 8 contains 8853 members 
Mstep: Class 9 contains 181009 members 
Mstep: Class 10 contains 6718 members 
Mstep: Class 11 contains 32097 members 
Mstep: Class 12 contains 20704 members 
Mstep: Class 13 contains 29566 members 
Mstep: Class 14 contains 46122 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 17 contains 171472 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 192231 members 
Mstep: Class 22 contains 30913 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6762 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226232.000000 Penalty: 92743.140625
Iteration 169Q: 28 clusters Score -1.242262e+08 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 142835 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 40216 members 
Mstep: Class 8 contains 8873 members 
Mstep: Class 9 contains 180695 members 
Mstep: Class 10 contains 6712 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29569 members 
Mstep: Class 14 contains 46116 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 171496 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 193655 members 
Mstep: Class 22 contains 30903 members 
Mstep: Class 23 contains 5288 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6779 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226064.000000 Penalty: 92743.140625
Iteration 170Q: 28 clusters Score -1.242261e+08 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 142475 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 40140 members 
Mstep: Class 8 contains 8883 members 
Mstep: Class 9 contains 180544 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 32088 members 
Mstep: Class 12 contains 20701 members 
Mstep: Class 13 contains 29570 members 
Mstep: Class 14 contains 46117 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 171525 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 194275 members 
Mstep: Class 22 contains 30877 members 
Mstep: Class 23 contains 5285 members 
Mstep: Class 24 contains 2599 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6779 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225872.000000 Penalty: 92743.140625
Iteration 171Q: 28 clusters Score -1.242259e+08 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 142736 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 8170 members 
Mstep: Class 5 contains 53789 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 40077 members 
Mstep: Class 8 contains 8870 members 
Mstep: Class 9 contains 180472 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 32096 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46125 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 171548 members 
Mstep: Class 18 contains 10051 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 194181 members 
Mstep: Class 22 contains 30861 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 2598 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6780 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225584.000000 Penalty: 92743.140625
Iteration 172Q: 28 clusters Score -1.242256e+08 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 143579 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 53789 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 39995 members 
Mstep: Class 8 contains 8851 members 
Mstep: Class 9 contains 180489 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 20699 members 
Mstep: Class 13 contains 29578 members 
Mstep: Class 14 contains 46123 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7239 members 
Mstep: Class 17 contains 171545 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 193474 members 
Mstep: Class 22 contains 30851 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6781 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224864.000000 Penalty: 92743.140625
Iteration 173Q: 28 clusters Score -1.242249e+08 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 144800 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 53789 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 39933 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 180490 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 32105 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 29579 members 
Mstep: Class 14 contains 46145 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 17 contains 171535 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 7141 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 192331 members 
Mstep: Class 22 contains 30833 members 
Mstep: Class 23 contains 5272 members 
Mstep: Class 24 contains 2595 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6786 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224728.000000 Penalty: 92743.140625
Iteration 174Q: 28 clusters Score -1.242247e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 146416 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 53789 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 8843 members 
Mstep: Class 9 contains 180538 members 
Mstep: Class 10 contains 6703 members 
Mstep: Class 11 contains 32110 members 
Mstep: Class 12 contains 20706 members 
Mstep: Class 13 contains 29582 members 
Mstep: Class 14 contains 46162 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7226 members 
Mstep: Class 17 contains 171521 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 190722 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 5272 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6789 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224608.000000 Penalty: 92743.140625
Iteration 175Q: 28 clusters Score -1.242246e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 148467 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 39827 members 
Mstep: Class 8 contains 8838 members 
Mstep: Class 9 contains 180643 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 32119 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 29580 members 
Mstep: Class 14 contains 46153 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7216 members 
Mstep: Class 17 contains 171502 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 188663 members 
Mstep: Class 22 contains 30829 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6794 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224544.000000 Penalty: 92743.140625
Iteration 176Q: 28 clusters Score -1.242245e+08 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 150808 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 39789 members 
Mstep: Class 8 contains 8835 members 
Mstep: Class 9 contains 180777 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 32121 members 
Mstep: Class 12 contains 20707 members 
Mstep: Class 13 contains 29579 members 
Mstep: Class 14 contains 46148 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 17 contains 171478 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 186304 members 
Mstep: Class 22 contains 30808 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6792 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224704.000000 Penalty: 92743.140625
Iteration 177Q: 28 clusters Score -1.242247e+08 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 153307 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 39754 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 180940 members 
Mstep: Class 10 contains 6705 members 
Mstep: Class 11 contains 32124 members 
Mstep: Class 12 contains 20709 members 
Mstep: Class 13 contains 29574 members 
Mstep: Class 14 contains 46155 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 171474 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 183720 members 
Mstep: Class 22 contains 30785 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6792 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225040.000000 Penalty: 92743.140625
Iteration 178Q: 28 clusters Score -1.24225e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 155862 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 39713 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 181089 members 
Mstep: Class 10 contains 6705 members 
Mstep: Class 11 contains 32124 members 
Mstep: Class 12 contains 20709 members 
Mstep: Class 13 contains 29571 members 
Mstep: Class 14 contains 46146 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7211 members 
Mstep: Class 17 contains 171454 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 181120 members 
Mstep: Class 22 contains 30756 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6790 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225896.000000 Penalty: 92743.140625
Iteration 179Q: 28 clusters Score -1.242259e+08 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 158344 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 53789 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 39682 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 181242 members 
Mstep: Class 10 contains 6701 members 
Mstep: Class 11 contains 32126 members 
Mstep: Class 12 contains 20710 members 
Mstep: Class 13 contains 29569 members 
Mstep: Class 14 contains 46114 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 171434 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 178588 members 
Mstep: Class 22 contains 30737 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 320 members 
Mstep: Class 26 contains 6788 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227144.000000 Penalty: 92743.140625
Iteration 180F: 28 clusters Score -1.242271e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 160819 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 39642 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 181363 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 32125 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 29571 members 
Mstep: Class 14 contains 46113 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 171422 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 176071 members 
Mstep: Class 22 contains 30724 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 6789 members 
Mstep: Class 27 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227272.000000 Penalty: 92743.140625
Iteration 181Q: 28 clusters Score -1.242273e+08 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 163192 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 39587 members 
Mstep: Class 8 contains 8840 members 
Mstep: Class 9 contains 181504 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 32123 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 29567 members 
Mstep: Class 14 contains 46109 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 171439 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 173602 members 
Mstep: Class 22 contains 30705 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6789 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227648.000000 Penalty: 92743.140625
Iteration 182Q: 28 clusters Score -1.242276e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 165517 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 39565 members 
Mstep: Class 8 contains 8838 members 
Mstep: Class 9 contains 181549 members 
Mstep: Class 10 contains 6692 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 29563 members 
Mstep: Class 14 contains 46108 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7213 members 
Mstep: Class 17 contains 171431 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 171276 members 
Mstep: Class 22 contains 30693 members 
Mstep: Class 23 contains 5287 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6793 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228312.000000 Penalty: 92743.140625
Iteration 183Q: 28 clusters Score -1.242283e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 167775 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 39536 members 
Mstep: Class 8 contains 8840 members 
Mstep: Class 9 contains 181499 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 29562 members 
Mstep: Class 14 contains 46117 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7222 members 
Mstep: Class 17 contains 171435 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 169055 members 
Mstep: Class 22 contains 30699 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6791 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228416.000000 Penalty: 92743.140625
Iteration 184Q: 28 clusters Score -1.242284e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 169834 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 39508 members 
Mstep: Class 8 contains 8843 members 
Mstep: Class 9 contains 181443 members 
Mstep: Class 10 contains 6697 members 
Mstep: Class 11 contains 32126 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 29564 members 
Mstep: Class 14 contains 46143 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7225 members 
Mstep: Class 17 contains 171452 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7160 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 166982 members 
Mstep: Class 22 contains 30729 members 
Mstep: Class 23 contains 5298 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6792 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229056.000000 Penalty: 92743.140625
Iteration 185Q: 28 clusters Score -1.242291e+08 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 171635 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8181 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 39499 members 
Mstep: Class 8 contains 8841 members 
Mstep: Class 9 contains 181333 members 
Mstep: Class 10 contains 6712 members 
Mstep: Class 11 contains 32129 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29567 members 
Mstep: Class 14 contains 46188 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 17 contains 171473 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 165203 members 
Mstep: Class 22 contains 30744 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6797 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229552.000000 Penalty: 92743.140625
Iteration 186Q: 28 clusters Score -1.242296e+08 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 173208 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 39481 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 181196 members 
Mstep: Class 10 contains 6714 members 
Mstep: Class 11 contains 32129 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29564 members 
Mstep: Class 14 contains 46225 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 171503 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 163692 members 
Mstep: Class 22 contains 30781 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6794 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229344.000000 Penalty: 92743.140625
Iteration 187Q: 28 clusters Score -1.242293e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 174506 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 39479 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 181122 members 
Mstep: Class 10 contains 6711 members 
Mstep: Class 11 contains 32129 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29570 members 
Mstep: Class 14 contains 46266 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 171518 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 162388 members 
Mstep: Class 22 contains 30808 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 2592 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6786 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229384.000000 Penalty: 92743.140625
Iteration 188Q: 28 clusters Score -1.242294e+08 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 175578 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 39505 members 
Mstep: Class 8 contains 8835 members 
Mstep: Class 9 contains 181030 members 
Mstep: Class 10 contains 6724 members 
Mstep: Class 11 contains 32125 members 
Mstep: Class 12 contains 20719 members 
Mstep: Class 13 contains 29574 members 
Mstep: Class 14 contains 46317 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 171522 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 161274 members 
Mstep: Class 22 contains 30836 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 2592 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6784 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229776.000000 Penalty: 92743.140625
Iteration 189Q: 28 clusters Score -1.242298e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 176271 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 39517 members 
Mstep: Class 8 contains 8832 members 
Mstep: Class 9 contains 180978 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 32127 members 
Mstep: Class 12 contains 20721 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46352 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 171548 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 160539 members 
Mstep: Class 22 contains 30853 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6779 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229896.000000 Penalty: 92743.140625
Iteration 190Q: 28 clusters Score -1.242299e+08 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 176599 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 39529 members 
Mstep: Class 8 contains 8826 members 
Mstep: Class 9 contains 180899 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 32134 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29572 members 
Mstep: Class 14 contains 46385 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 171566 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 160199 members 
Mstep: Class 22 contains 30876 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6782 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229920.000000 Penalty: 92743.140625
Iteration 191Q: 28 clusters Score -1.242299e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 176647 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 39546 members 
Mstep: Class 8 contains 8824 members 
Mstep: Class 9 contains 180847 members 
Mstep: Class 10 contains 6730 members 
Mstep: Class 11 contains 32139 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46411 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 171557 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 160157 members 
Mstep: Class 22 contains 30885 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6781 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229904.000000 Penalty: 92743.140625
Iteration 192Q: 28 clusters Score -1.242299e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 176530 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 39552 members 
Mstep: Class 8 contains 8818 members 
Mstep: Class 9 contains 180755 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 32136 members 
Mstep: Class 12 contains 20723 members 
Mstep: Class 13 contains 29574 members 
Mstep: Class 14 contains 46406 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 171553 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 160363 members 
Mstep: Class 22 contains 30882 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6781 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230016.000000 Penalty: 92743.140625
Iteration 193Q: 28 clusters Score -1.2423e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 176172 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 39569 members 
Mstep: Class 8 contains 8808 members 
Mstep: Class 9 contains 180612 members 
Mstep: Class 10 contains 6734 members 
Mstep: Class 11 contains 32138 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29575 members 
Mstep: Class 14 contains 46403 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7278 members 
Mstep: Class 17 contains 171566 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 160837 members 
Mstep: Class 22 contains 30874 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6778 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124229880.000000 Penalty: 92743.140625
Iteration 194Q: 28 clusters Score -1.242299e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 175649 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 39561 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 180433 members 
Mstep: Class 10 contains 6738 members 
Mstep: Class 11 contains 32138 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29575 members 
Mstep: Class 14 contains 46398 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7280 members 
Mstep: Class 17 contains 171570 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 161538 members 
Mstep: Class 22 contains 30872 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6778 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230184.000000 Penalty: 92743.140625
Iteration 195Q: 28 clusters Score -1.242302e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 175044 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 39529 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 180235 members 
Mstep: Class 10 contains 6741 members 
Mstep: Class 11 contains 32138 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29575 members 
Mstep: Class 14 contains 46368 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7284 members 
Mstep: Class 17 contains 171565 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 162411 members 
Mstep: Class 22 contains 30865 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230280.000000 Penalty: 92743.140625
Iteration 196Q: 28 clusters Score -1.242303e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 174342 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 39481 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 179983 members 
Mstep: Class 10 contains 6742 members 
Mstep: Class 11 contains 32136 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29574 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7284 members 
Mstep: Class 17 contains 171552 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 163455 members 
Mstep: Class 22 contains 30851 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230664.000000 Penalty: 92743.140625
Iteration 197Q: 28 clusters Score -1.242307e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 173646 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 39444 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 179691 members 
Mstep: Class 10 contains 6739 members 
Mstep: Class 11 contains 32134 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46328 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 17 contains 171545 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 164505 members 
Mstep: Class 22 contains 30848 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230896.000000 Penalty: 92743.140625
Iteration 198Q: 28 clusters Score -1.242309e+08 nChanged 2995
Entering ConstructFrom: 
Score: -124230896.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Entering Unmasked Estep 
Score: -2111730.250000 Penalty: 2426.019287
	Iteration 0F: 2 clusters Score -2111730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2099160.000000 Penalty: 4852.038574
	Iteration 0F: 3 clusters Score -2099160 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2103542.500000 Penalty: 4852.038574
	Iteration 1F: 3 clusters Score -2103542 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2104263.000000 Penalty: 4852.038574
	Iteration 2F: 3 clusters Score -2104263 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2105020.500000 Penalty: 4852.038574
	Iteration 3F: 3 clusters Score -2105020 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2105802.500000 Penalty: 4852.038574
	Iteration 4F: 3 clusters Score -2105802 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2106593.500000 Penalty: 4852.038574
	Iteration 5F: 3 clusters Score -2106594 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2107296.250000 Penalty: 4852.038574
	Iteration 6F: 3 clusters Score -2107296 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2107860.750000 Penalty: 4852.038574
	Iteration 7Q: 3 clusters Score -2107861 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2108301.000000 Penalty: 4852.038574
	Iteration 8Q: 3 clusters Score -2108301 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2108687.500000 Penalty: 4852.038574
	Iteration 9Q: 3 clusters Score -2108688 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2108947.000000 Penalty: 4852.038574
	Iteration 10Q: 3 clusters Score -2108947 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2109140.000000 Penalty: 4852.038574
	Iteration 11Q: 3 clusters Score -2109140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2109313.750000 Penalty: 4852.038574
	Iteration 12Q: 3 clusters Score -2109314 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2109456.500000 Penalty: 4852.038574
	Iteration 13Q: 3 clusters Score -2109456 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2109566.750000 Penalty: 4852.038574
	Iteration 14Q: 3 clusters Score -2109567 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2109660.750000 Penalty: 4852.038574
	Iteration 15Q: 3 clusters Score -2109661 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2109714.750000 Penalty: 4852.038574
	Iteration 16Q: 3 clusters Score -2109715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2109752.000000 Penalty: 4852.038574
	Iteration 17Q: 3 clusters Score -2109752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2109786.000000 Penalty: 4852.038574
	Iteration 18Q: 3 clusters Score -2109786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2109811.250000 Penalty: 4852.038574
	Iteration 19Q: 3 clusters Score -2109811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2109831.000000 Penalty: 4852.038574
	Iteration 20F: 3 clusters Score -2109831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2109848.000000 Penalty: 4852.038574
	Iteration 21Q: 3 clusters Score -2109848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2109859.750000 Penalty: 4852.038574
	Iteration 22Q: 3 clusters Score -2109860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2109867.750000 Penalty: 4852.038574
	Iteration 23Q: 3 clusters Score -2109868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2109873.500000 Penalty: 4852.038574
	Iteration 24Q: 3 clusters Score -2109874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2109895.000000 Penalty: 4852.038574
	Iteration 25Q: 3 clusters Score -2109895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2109923.750000 Penalty: 4852.038574
	Iteration 26Q: 3 clusters Score -2109924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2109944.250000 Penalty: 4852.038574
	Iteration 27Q: 3 clusters Score -2109944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2109978.250000 Penalty: 4852.038574
	Iteration 28Q: 3 clusters Score -2109978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2110009.750000 Penalty: 4852.038574
	Iteration 29Q: 3 clusters Score -2110010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2110031.500000 Penalty: 4852.038574
	Iteration 30Q: 3 clusters Score -2110032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2110054.250000 Penalty: 4852.038574
	Iteration 31Q: 3 clusters Score -2110054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2110070.000000 Penalty: 4852.038574
	Iteration 32Q: 3 clusters Score -2110070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2110077.000000 Penalty: 4852.038574
	Iteration 33Q: 3 clusters Score -2110077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2110091.750000 Penalty: 4852.038574
	Iteration 34Q: 3 clusters Score -2110092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2110093.000000 Penalty: 4852.038574
	Iteration 35Q: 3 clusters Score -2110093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2110101.250000 Penalty: 4852.038574
	Iteration 36Q: 3 clusters Score -2110101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2110109.000000 Penalty: 4852.038574
	Iteration 37Q: 3 clusters Score -2110109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2110118.250000 Penalty: 4852.038574
	Iteration 38Q: 3 clusters Score -2110118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2110122.500000 Penalty: 4852.038574
	Iteration 39Q: 3 clusters Score -2110122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2110130.750000 Penalty: 4852.038574
	Iteration 40F: 3 clusters Score -2110131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2110131.750000 Penalty: 4852.038574
	Iteration 41Q: 3 clusters Score -2110132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2110130.000000 Penalty: 4852.038574
	Iteration 42Q: 3 clusters Score -2110130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2110133.750000 Penalty: 4852.038574
	Iteration 43Q: 3 clusters Score -2110134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2110131.750000 Penalty: 4852.038574
	Iteration 44Q: 3 clusters Score -2110132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2110130.750000 Penalty: 4852.038574
	Iteration 45Q: 3 clusters Score -2110131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2110131.000000 Penalty: 4852.038574
	Iteration 46Q: 3 clusters Score -2110131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2110131.000000 Penalty: 4852.038574
	Iteration 47F: 3 clusters Score -2110131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Entering Unmasked Estep 
Score: -21373086.000000 Penalty: 2990.989258
	Iteration 0F: 2 clusters Score -2.137309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -21259486.000000 Penalty: 5981.978516
	Iteration 0F: 3 clusters Score -2.125949e+07 nChanged 82801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -21308230.000000 Penalty: 5981.978516
	Iteration 1F: 3 clusters Score -2.130823e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -21309320.000000 Penalty: 5981.978516
	Iteration 2Q: 3 clusters Score -2.130932e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -21311052.000000 Penalty: 5981.978516
	Iteration 3Q: 3 clusters Score -2.131105e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -21313956.000000 Penalty: 5981.978516
	Iteration 4Q: 3 clusters Score -2.131396e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -21319510.000000 Penalty: 5981.978516
	Iteration 5F: 3 clusters Score -2.131951e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -21328974.000000 Penalty: 5981.978516
	Iteration 6F: 3 clusters Score -2.132897e+07 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -21342632.000000 Penalty: 5981.978516
	Iteration 7F: 3 clusters Score -2.134263e+07 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139738 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -21356582.000000 Penalty: 5981.978516
	Iteration 8F: 3 clusters Score -2.135658e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -21366182.000000 Penalty: 5981.978516
	Iteration 9F: 3 clusters Score -2.136618e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148840 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -21370256.000000 Penalty: 5981.978516
	Iteration 10Q: 3 clusters Score -2.137026e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -21371578.000000 Penalty: 5981.978516
	Iteration 11Q: 3 clusters Score -2.137158e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151613 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -21372246.000000 Penalty: 5981.978516
	Iteration 12Q: 3 clusters Score -2.137225e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -21372758.000000 Penalty: 5981.978516
	Iteration 13Q: 3 clusters Score -2.137276e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -21373056.000000 Penalty: 5981.978516
	Iteration 14Q: 3 clusters Score -2.137306e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -21373280.000000 Penalty: 5981.978516
	Iteration 15Q: 3 clusters Score -2.137328e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -21373440.000000 Penalty: 5981.978516
	Iteration 16Q: 3 clusters Score -2.137344e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -21373600.000000 Penalty: 5981.978516
	Iteration 17Q: 3 clusters Score -2.13736e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -21373658.000000 Penalty: 5981.978516
	Iteration 18Q: 3 clusters Score -2.137366e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -21373766.000000 Penalty: 5981.978516
	Iteration 19Q: 3 clusters Score -2.137377e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -21373798.000000 Penalty: 5981.978516
	Iteration 20F: 3 clusters Score -2.13738e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -21373812.000000 Penalty: 5981.978516
	Iteration 21Q: 3 clusters Score -2.137381e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157794 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -21373808.000000 Penalty: 5981.978516
	Iteration 22Q: 3 clusters Score -2.137381e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158149 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -21373836.000000 Penalty: 5981.978516
	Iteration 23Q: 3 clusters Score -2.137384e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -21373852.000000 Penalty: 5981.978516
	Iteration 24Q: 3 clusters Score -2.137385e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158844 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -21373834.000000 Penalty: 5981.978516
	Iteration 25Q: 3 clusters Score -2.137383e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159169 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -21373832.000000 Penalty: 5981.978516
	Iteration 26Q: 3 clusters Score -2.137383e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -21373834.000000 Penalty: 5981.978516
	Iteration 27Q: 3 clusters Score -2.137383e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -21373818.000000 Penalty: 5981.978516
	Iteration 28Q: 3 clusters Score -2.137382e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -21373860.000000 Penalty: 5981.978516
	Iteration 29Q: 3 clusters Score -2.137386e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160418 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -21373844.000000 Penalty: 5981.978516
	Iteration 30Q: 3 clusters Score -2.137384e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -21373866.000000 Penalty: 5981.978516
	Iteration 31Q: 3 clusters Score -2.137387e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -21373876.000000 Penalty: 5981.978516
	Iteration 32Q: 3 clusters Score -2.137388e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -21373908.000000 Penalty: 5981.978516
	Iteration 33Q: 3 clusters Score -2.137391e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161376 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -21373882.000000 Penalty: 5981.978516
	Iteration 34Q: 3 clusters Score -2.137388e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -21373800.000000 Penalty: 5981.978516
	Iteration 35Q: 3 clusters Score -2.13738e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -21373802.000000 Penalty: 5981.978516
	Iteration 36Q: 3 clusters Score -2.13738e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161997 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -21373792.000000 Penalty: 5981.978516
	Iteration 37Q: 3 clusters Score -2.137379e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162194 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -21373824.000000 Penalty: 5981.978516
	Iteration 38Q: 3 clusters Score -2.137382e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -21373810.000000 Penalty: 5981.978516
	Iteration 39Q: 3 clusters Score -2.137381e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162579 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -21373860.000000 Penalty: 5981.978516
	Iteration 40F: 3 clusters Score -2.137386e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -21373842.000000 Penalty: 5981.978516
	Iteration 41Q: 3 clusters Score -2.137384e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162898 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -21373876.000000 Penalty: 5981.978516
	Iteration 42Q: 3 clusters Score -2.137388e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163041 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -21373856.000000 Penalty: 5981.978516
	Iteration 43Q: 3 clusters Score -2.137386e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163196 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -21373852.000000 Penalty: 5981.978516
	Iteration 44Q: 3 clusters Score -2.137385e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163341 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -21373822.000000 Penalty: 5981.978516
	Iteration 45Q: 3 clusters Score -2.137382e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -21373806.000000 Penalty: 5981.978516
	Iteration 46Q: 3 clusters Score -2.137381e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -21373818.000000 Penalty: 5981.978516
	Iteration 47Q: 3 clusters Score -2.137382e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -21373814.000000 Penalty: 5981.978516
	Iteration 48Q: 3 clusters Score -2.137381e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -21373740.000000 Penalty: 5981.978516
	Iteration 49Q: 3 clusters Score -2.137374e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -21373764.000000 Penalty: 5981.978516
	Iteration 50Q: 3 clusters Score -2.137376e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -21373746.000000 Penalty: 5981.978516
	Iteration 51Q: 3 clusters Score -2.137375e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -21373764.000000 Penalty: 5981.978516
	Iteration 52Q: 3 clusters Score -2.137376e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164303 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -21373772.000000 Penalty: 5981.978516
	Iteration 53Q: 3 clusters Score -2.137377e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164391 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -21373764.000000 Penalty: 5981.978516
	Iteration 54Q: 3 clusters Score -2.137376e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -21373780.000000 Penalty: 5981.978516
	Iteration 55Q: 3 clusters Score -2.137378e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -21373776.000000 Penalty: 5981.978516
	Iteration 56Q: 3 clusters Score -2.137378e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164625 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -21373768.000000 Penalty: 5981.978516
	Iteration 57Q: 3 clusters Score -2.137377e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164689 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -21373756.000000 Penalty: 5981.978516
	Iteration 58Q: 3 clusters Score -2.137376e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -21373756.000000 Penalty: 5981.978516
	Iteration 59Q: 3 clusters Score -2.137376e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -21373748.000000 Penalty: 5981.978516
	Iteration 60F: 3 clusters Score -2.137375e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -21373772.000000 Penalty: 5981.978516
	Iteration 61Q: 3 clusters Score -2.137377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164878 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -21373764.000000 Penalty: 5981.978516
	Iteration 62Q: 3 clusters Score -2.137376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -21373776.000000 Penalty: 5981.978516
	Iteration 63Q: 3 clusters Score -2.137378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164918 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -21373782.000000 Penalty: 5981.978516
	Iteration 64Q: 3 clusters Score -2.137378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164934 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -21373788.000000 Penalty: 5981.978516
	Iteration 65Q: 3 clusters Score -2.137379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -21373788.000000 Penalty: 5981.978516
	Iteration 66Q: 3 clusters Score -2.137379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -21373784.000000 Penalty: 5981.978516
	Iteration 67Q: 3 clusters Score -2.137378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164976 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -21373804.000000 Penalty: 5981.978516
	Iteration 68Q: 3 clusters Score -2.13738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -21373810.000000 Penalty: 5981.978516
	Iteration 69Q: 3 clusters Score -2.137381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -21373812.000000 Penalty: 5981.978516
	Iteration 70Q: 3 clusters Score -2.137381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165037 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -21373820.000000 Penalty: 5981.978516
	Iteration 71Q: 3 clusters Score -2.137382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -21373790.000000 Penalty: 5981.978516
	Iteration 72Q: 3 clusters Score -2.137379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165077 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -21373804.000000 Penalty: 5981.978516
	Iteration 73Q: 3 clusters Score -2.13738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -21373800.000000 Penalty: 5981.978516
	Iteration 74Q: 3 clusters Score -2.13738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165126 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -21373814.000000 Penalty: 5981.978516
	Iteration 75Q: 3 clusters Score -2.137381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165139 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -21373788.000000 Penalty: 5981.978516
	Iteration 76Q: 3 clusters Score -2.137379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165150 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -21373772.000000 Penalty: 5981.978516
	Iteration 77Q: 3 clusters Score -2.137377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -21373772.000000 Penalty: 5981.978516
	Iteration 78Q: 3 clusters Score -2.137377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165171 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -21373784.000000 Penalty: 5981.978516
	Iteration 79Q: 3 clusters Score -2.137378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -21373776.000000 Penalty: 5981.978516
	Iteration 80F: 3 clusters Score -2.137378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -21373784.000000 Penalty: 5981.978516
	Iteration 81Q: 3 clusters Score -2.137378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165200 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -21373776.000000 Penalty: 5981.978516
	Iteration 82Q: 3 clusters Score -2.137378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -21373776.000000 Penalty: 5981.978516
	Iteration 83Q: 3 clusters Score -2.137378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165221 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -21373762.000000 Penalty: 5981.978516
	Iteration 84Q: 3 clusters Score -2.137376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165240 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -21373758.000000 Penalty: 5981.978516
	Iteration 85Q: 3 clusters Score -2.137376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -21373762.000000 Penalty: 5981.978516
	Iteration 86Q: 3 clusters Score -2.137376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -21373750.000000 Penalty: 5981.978516
	Iteration 87Q: 3 clusters Score -2.137375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -21373754.000000 Penalty: 5981.978516
	Iteration 88Q: 3 clusters Score -2.137375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -21373748.000000 Penalty: 5981.978516
	Iteration 89Q: 3 clusters Score -2.137375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -21373748.000000 Penalty: 5981.978516
	Iteration 90Q: 3 clusters Score -2.137375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -21373734.000000 Penalty: 5981.978516
	Iteration 91Q: 3 clusters Score -2.137373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -21373736.000000 Penalty: 5981.978516
	Iteration 92Q: 3 clusters Score -2.137374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -21373736.000000 Penalty: 5981.978516
	Iteration 93Q: 3 clusters Score -2.137374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -21373714.000000 Penalty: 5981.978516
	Iteration 94Q: 3 clusters Score -2.137371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -21373712.000000 Penalty: 5981.978516
	Iteration 95Q: 3 clusters Score -2.137371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -21373720.000000 Penalty: 5981.978516
	Iteration 96Q: 3 clusters Score -2.137372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165406 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -21373708.000000 Penalty: 5981.978516
	Iteration 97Q: 3 clusters Score -2.137371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165409 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -21373716.000000 Penalty: 5981.978516
	Iteration 98Q: 3 clusters Score -2.137372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -21373720.000000 Penalty: 5981.978516
	Iteration 99Q: 3 clusters Score -2.137372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165411 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -21373724.000000 Penalty: 5981.978516
	Iteration 100F: 3 clusters Score -2.137372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165412 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -21373732.000000 Penalty: 5981.978516
	Iteration 101Q: 3 clusters Score -2.137373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -21373728.000000 Penalty: 5981.978516
	Iteration 102Q: 3 clusters Score -2.137373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -21373738.000000 Penalty: 5981.978516
	Iteration 103Q: 3 clusters Score -2.137374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -21373736.000000 Penalty: 5981.978516
	Iteration 104Q: 3 clusters Score -2.137374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165424 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -21373710.000000 Penalty: 5981.978516
	Iteration 105Q: 3 clusters Score -2.137371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165428 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -21373720.000000 Penalty: 5981.978516
	Iteration 106Q: 3 clusters Score -2.137372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -21373702.000000 Penalty: 5981.978516
	Iteration 107Q: 3 clusters Score -2.13737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165437 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -21373718.000000 Penalty: 5981.978516
	Iteration 108Q: 3 clusters Score -2.137372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165440 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -21373708.000000 Penalty: 5981.978516
	Iteration 109Q: 3 clusters Score -2.137371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165445 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -21373716.000000 Penalty: 5981.978516
	Iteration 110Q: 3 clusters Score -2.137372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165449 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -21373716.000000 Penalty: 5981.978516
	Iteration 111Q: 3 clusters Score -2.137372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165452 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -21373712.000000 Penalty: 5981.978516
	Iteration 112Q: 3 clusters Score -2.137371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -21373722.000000 Penalty: 5981.978516
	Iteration 113Q: 3 clusters Score -2.137372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165460 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -21373716.000000 Penalty: 5981.978516
	Iteration 114Q: 3 clusters Score -2.137372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -21373724.000000 Penalty: 5981.978516
	Iteration 115Q: 3 clusters Score -2.137372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -21373736.000000 Penalty: 5981.978516
	Iteration 116Q: 3 clusters Score -2.137374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -21373724.000000 Penalty: 5981.978516
	Iteration 117Q: 3 clusters Score -2.137372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -21373720.000000 Penalty: 5981.978516
	Iteration 118Q: 3 clusters Score -2.137372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -21373720.000000 Penalty: 5981.978516
	Iteration 119F: 3 clusters Score -2.137372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 165475 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 39363 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 179354 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 32133 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46295 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 171543 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 165737 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 7420 members 
Entering Unmasked Estep 
Score: -124230784.000000 Penalty: 96178.070312
Splitting cluster 2 changes total score from -124230896.000000 to -124230784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Entering Unmasked Estep 
Score: -491246.250000 Penalty: 2058.715820
	Iteration 0F: 2 clusters Score -491246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -487399.187500 Penalty: 4117.431641
	Iteration 0F: 3 clusters Score -487399.2 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -488293.812500 Penalty: 4117.431641
	Iteration 1F: 3 clusters Score -488293.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -488464.812500 Penalty: 4117.431641
	Iteration 2F: 3 clusters Score -488464.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -488563.468750 Penalty: 4117.431641
	Iteration 3Q: 3 clusters Score -488563.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -488632.625000 Penalty: 4117.431641
	Iteration 4Q: 3 clusters Score -488632.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -488688.000000 Penalty: 4117.431641
	Iteration 5Q: 3 clusters Score -488688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -488728.843750 Penalty: 4117.431641
	Iteration 6Q: 3 clusters Score -488728.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -488769.718750 Penalty: 4117.431641
	Iteration 7Q: 3 clusters Score -488769.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -488802.781250 Penalty: 4117.431641
	Iteration 8Q: 3 clusters Score -488802.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -488836.906250 Penalty: 4117.431641
	Iteration 9Q: 3 clusters Score -488836.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -488875.656250 Penalty: 4117.431641
	Iteration 10Q: 3 clusters Score -488875.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -488911.093750 Penalty: 4117.431641
	Iteration 11Q: 3 clusters Score -488911.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -488947.812500 Penalty: 4117.431641
	Iteration 12Q: 3 clusters Score -488947.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -488983.687500 Penalty: 4117.431641
	Iteration 13Q: 3 clusters Score -488983.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -489023.656250 Penalty: 4117.431641
	Iteration 14Q: 3 clusters Score -489023.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -489060.031250 Penalty: 4117.431641
	Iteration 15Q: 3 clusters Score -489060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -489094.125000 Penalty: 4117.431641
	Iteration 16Q: 3 clusters Score -489094.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -489124.718750 Penalty: 4117.431641
	Iteration 17Q: 3 clusters Score -489124.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -489161.031250 Penalty: 4117.431641
	Iteration 18Q: 3 clusters Score -489161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -489197.437500 Penalty: 4117.431641
	Iteration 19Q: 3 clusters Score -489197.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -489233.812500 Penalty: 4117.431641
	Iteration 20F: 3 clusters Score -489233.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -489265.906250 Penalty: 4117.431641
	Iteration 21Q: 3 clusters Score -489265.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -489292.125000 Penalty: 4117.431641
	Iteration 22Q: 3 clusters Score -489292.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -489311.468750 Penalty: 4117.431641
	Iteration 23Q: 3 clusters Score -489311.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -489328.031250 Penalty: 4117.431641
	Iteration 24Q: 3 clusters Score -489328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -489343.750000 Penalty: 4117.431641
	Iteration 25Q: 3 clusters Score -489343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -489360.531250 Penalty: 4117.431641
	Iteration 26Q: 3 clusters Score -489360.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -489383.031250 Penalty: 4117.431641
	Iteration 27Q: 3 clusters Score -489383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -489401.812500 Penalty: 4117.431641
	Iteration 28Q: 3 clusters Score -489401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -489413.625000 Penalty: 4117.431641
	Iteration 29Q: 3 clusters Score -489413.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -489424.031250 Penalty: 4117.431641
	Iteration 30Q: 3 clusters Score -489424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -489441.093750 Penalty: 4117.431641
	Iteration 31Q: 3 clusters Score -489441.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -489453.781250 Penalty: 4117.431641
	Iteration 32Q: 3 clusters Score -489453.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -489464.093750 Penalty: 4117.431641
	Iteration 33Q: 3 clusters Score -489464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -489473.031250 Penalty: 4117.431641
	Iteration 34Q: 3 clusters Score -489473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -489482.000000 Penalty: 4117.431641
	Iteration 35Q: 3 clusters Score -489482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -489490.031250 Penalty: 4117.431641
	Iteration 36Q: 3 clusters Score -489490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -489495.593750 Penalty: 4117.431641
	Iteration 37Q: 3 clusters Score -489495.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -489501.593750 Penalty: 4117.431641
	Iteration 38Q: 3 clusters Score -489501.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -489506.781250 Penalty: 4117.431641
	Iteration 39Q: 3 clusters Score -489506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -489512.781250 Penalty: 4117.431641
	Iteration 40F: 3 clusters Score -489512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -489517.937500 Penalty: 4117.431641
	Iteration 41Q: 3 clusters Score -489517.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -489521.781250 Penalty: 4117.431641
	Iteration 42Q: 3 clusters Score -489521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -489522.375000 Penalty: 4117.431641
	Iteration 43Q: 3 clusters Score -489522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -489523.250000 Penalty: 4117.431641
	Iteration 44Q: 3 clusters Score -489523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -489525.406250 Penalty: 4117.431641
	Iteration 45Q: 3 clusters Score -489525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -489525.468750 Penalty: 4117.431641
	Iteration 46Q: 3 clusters Score -489525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -489525.468750 Penalty: 4117.431641
	Iteration 47F: 3 clusters Score -489525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Entering Unmasked Estep 
Score: -921865.000000 Penalty: 2234.706299
	Iteration 0F: 2 clusters Score -921865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -915374.062500 Penalty: 4469.412598
	Iteration 0F: 3 clusters Score -915374.1 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -917384.312500 Penalty: 4469.412598
	Iteration 1F: 3 clusters Score -917384.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -917785.437500 Penalty: 4469.412598
	Iteration 2F: 3 clusters Score -917785.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -918071.375000 Penalty: 4469.412598
	Iteration 3F: 3 clusters Score -918071.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -918348.062500 Penalty: 4469.412598
	Iteration 4F: 3 clusters Score -918348.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -918616.687500 Penalty: 4469.412598
	Iteration 5Q: 3 clusters Score -918616.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -918898.250000 Penalty: 4469.412598
	Iteration 6Q: 3 clusters Score -918898.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -919111.812500 Penalty: 4469.412598
	Iteration 7Q: 3 clusters Score -919111.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -919268.437500 Penalty: 4469.412598
	Iteration 8Q: 3 clusters Score -919268.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -919387.812500 Penalty: 4469.412598
	Iteration 9Q: 3 clusters Score -919387.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -919489.562500 Penalty: 4469.412598
	Iteration 10Q: 3 clusters Score -919489.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -919570.562500 Penalty: 4469.412598
	Iteration 11Q: 3 clusters Score -919570.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -919653.000000 Penalty: 4469.412598
	Iteration 12Q: 3 clusters Score -919653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -919720.750000 Penalty: 4469.412598
	Iteration 13Q: 3 clusters Score -919720.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -919786.437500 Penalty: 4469.412598
	Iteration 14Q: 3 clusters Score -919786.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -919850.062500 Penalty: 4469.412598
	Iteration 15Q: 3 clusters Score -919850.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -919908.062500 Penalty: 4469.412598
	Iteration 16Q: 3 clusters Score -919908.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -919950.375000 Penalty: 4469.412598
	Iteration 17Q: 3 clusters Score -919950.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -919979.750000 Penalty: 4469.412598
	Iteration 18Q: 3 clusters Score -919979.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -919998.875000 Penalty: 4469.412598
	Iteration 19Q: 3 clusters Score -919998.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -920011.000000 Penalty: 4469.412598
	Iteration 20F: 3 clusters Score -920011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -920018.937500 Penalty: 4469.412598
	Iteration 21Q: 3 clusters Score -920018.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -920027.875000 Penalty: 4469.412598
	Iteration 22Q: 3 clusters Score -920027.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -920032.062500 Penalty: 4469.412598
	Iteration 23Q: 3 clusters Score -920032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -920031.937500 Penalty: 4469.412598
	Iteration 24Q: 3 clusters Score -920031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -920036.375000 Penalty: 4469.412598
	Iteration 25Q: 3 clusters Score -920036.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -920038.625000 Penalty: 4469.412598
	Iteration 26Q: 3 clusters Score -920038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -920039.812500 Penalty: 4469.412598
	Iteration 27Q: 3 clusters Score -920039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -920038.750000 Penalty: 4469.412598
	Iteration 28Q: 3 clusters Score -920038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -920041.375000 Penalty: 4469.412598
	Iteration 29Q: 3 clusters Score -920041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -920041.000000 Penalty: 4469.412598
	Iteration 30Q: 3 clusters Score -920041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -920041.500000 Penalty: 4469.412598
	Iteration 31Q: 3 clusters Score -920041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -920044.375000 Penalty: 4469.412598
	Iteration 32Q: 3 clusters Score -920044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -920047.187500 Penalty: 4469.412598
	Iteration 33Q: 3 clusters Score -920047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -920045.812500 Penalty: 4469.412598
	Iteration 34Q: 3 clusters Score -920045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -920045.812500 Penalty: 4469.412598
	Iteration 35F: 3 clusters Score -920045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Entering Unmasked Estep 
Score: -6627512.000000 Penalty: 2701.416016
	Iteration 0F: 2 clusters Score -6627512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -6591385.000000 Penalty: 5402.832031
	Iteration 0F: 3 clusters Score -6591385 nChanged 24883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6605255.500000 Penalty: 5402.832031
	Iteration 1F: 3 clusters Score -6605256 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6605867.000000 Penalty: 5402.832031
	Iteration 2Q: 3 clusters Score -6605867 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6606549.500000 Penalty: 5402.832031
	Iteration 3Q: 3 clusters Score -6606550 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -6607393.000000 Penalty: 5402.832031
	Iteration 4Q: 3 clusters Score -6607393 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6608415.500000 Penalty: 5402.832031
	Iteration 5Q: 3 clusters Score -6608416 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6609550.000000 Penalty: 5402.832031
	Iteration 6Q: 3 clusters Score -6609550 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -6611011.000000 Penalty: 5402.832031
	Iteration 7Q: 3 clusters Score -6611011 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6612818.500000 Penalty: 5402.832031
	Iteration 8F: 3 clusters Score -6612818 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -6614753.500000 Penalty: 5402.832031
	Iteration 9F: 3 clusters Score -6614754 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -6616404.000000 Penalty: 5402.832031
	Iteration 10Q: 3 clusters Score -6616404 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -6617666.000000 Penalty: 5402.832031
	Iteration 11Q: 3 clusters Score -6617666 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -6618462.000000 Penalty: 5402.832031
	Iteration 12Q: 3 clusters Score -6618462 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -6619027.500000 Penalty: 5402.832031
	Iteration 13Q: 3 clusters Score -6619028 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -6619559.000000 Penalty: 5402.832031
	Iteration 14Q: 3 clusters Score -6619559 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -6619991.500000 Penalty: 5402.832031
	Iteration 15Q: 3 clusters Score -6619992 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -6620519.500000 Penalty: 5402.832031
	Iteration 16Q: 3 clusters Score -6620520 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -6621056.500000 Penalty: 5402.832031
	Iteration 17Q: 3 clusters Score -6621056 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -6621632.500000 Penalty: 5402.832031
	Iteration 18Q: 3 clusters Score -6621632 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6622204.000000 Penalty: 5402.832031
	Iteration 19Q: 3 clusters Score -6622204 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6622710.000000 Penalty: 5402.832031
	Iteration 20F: 3 clusters Score -6622710 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6623174.000000 Penalty: 5402.832031
	Iteration 21Q: 3 clusters Score -6623174 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6623618.500000 Penalty: 5402.832031
	Iteration 22Q: 3 clusters Score -6623618 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -6623966.500000 Penalty: 5402.832031
	Iteration 23Q: 3 clusters Score -6623966 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6624276.000000 Penalty: 5402.832031
	Iteration 24Q: 3 clusters Score -6624276 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6624527.000000 Penalty: 5402.832031
	Iteration 25Q: 3 clusters Score -6624527 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6624692.000000 Penalty: 5402.832031
	Iteration 26Q: 3 clusters Score -6624692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6624804.500000 Penalty: 5402.832031
	Iteration 27Q: 3 clusters Score -6624804 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6624883.500000 Penalty: 5402.832031
	Iteration 28Q: 3 clusters Score -6624884 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6624964.500000 Penalty: 5402.832031
	Iteration 29Q: 3 clusters Score -6624964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6625018.500000 Penalty: 5402.832031
	Iteration 30Q: 3 clusters Score -6625018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6625049.000000 Penalty: 5402.832031
	Iteration 31Q: 3 clusters Score -6625049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6625094.500000 Penalty: 5402.832031
	Iteration 32Q: 3 clusters Score -6625094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6625120.000000 Penalty: 5402.832031
	Iteration 33Q: 3 clusters Score -6625120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6625148.000000 Penalty: 5402.832031
	Iteration 34Q: 3 clusters Score -6625148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6625172.000000 Penalty: 5402.832031
	Iteration 35Q: 3 clusters Score -6625172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6625179.000000 Penalty: 5402.832031
	Iteration 36Q: 3 clusters Score -6625179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6625189.000000 Penalty: 5402.832031
	Iteration 37Q: 3 clusters Score -6625189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6625196.000000 Penalty: 5402.832031
	Iteration 38Q: 3 clusters Score -6625196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6625210.000000 Penalty: 5402.832031
	Iteration 39Q: 3 clusters Score -6625210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6625218.000000 Penalty: 5402.832031
	Iteration 40F: 3 clusters Score -6625218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6625208.500000 Penalty: 5402.832031
	Iteration 41Q: 3 clusters Score -6625208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6625211.000000 Penalty: 5402.832031
	Iteration 42Q: 3 clusters Score -6625211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6625207.000000 Penalty: 5402.832031
	Iteration 43Q: 3 clusters Score -6625207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6625207.500000 Penalty: 5402.832031
	Iteration 44Q: 3 clusters Score -6625208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6625213.000000 Penalty: 5402.832031
	Iteration 45Q: 3 clusters Score -6625213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6625213.000000 Penalty: 5402.832031
	Iteration 46F: 3 clusters Score -6625213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -684823.562500 Penalty: 2155.279297
	Iteration 0F: 2 clusters Score -684823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -679746.062500 Penalty: 4310.558594
	Iteration 0F: 3 clusters Score -679746.1 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -681193.312500 Penalty: 4310.558594
	Iteration 1F: 3 clusters Score -681193.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -681583.625000 Penalty: 4310.558594
	Iteration 2F: 3 clusters Score -681583.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -681900.562500 Penalty: 4310.558594
	Iteration 3F: 3 clusters Score -681900.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -682228.437500 Penalty: 4310.558594
	Iteration 4F: 3 clusters Score -682228.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -682523.625000 Penalty: 4310.558594
	Iteration 5F: 3 clusters Score -682523.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -682717.875000 Penalty: 4310.558594
	Iteration 6Q: 3 clusters Score -682717.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -682855.937500 Penalty: 4310.558594
	Iteration 7Q: 3 clusters Score -682855.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -682954.812500 Penalty: 4310.558594
	Iteration 8Q: 3 clusters Score -682954.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -683029.000000 Penalty: 4310.558594
	Iteration 9Q: 3 clusters Score -683029 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -683096.000000 Penalty: 4310.558594
	Iteration 10Q: 3 clusters Score -683096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -683144.875000 Penalty: 4310.558594
	Iteration 11Q: 3 clusters Score -683144.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -683192.312500 Penalty: 4310.558594
	Iteration 12Q: 3 clusters Score -683192.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -683227.187500 Penalty: 4310.558594
	Iteration 13Q: 3 clusters Score -683227.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -683256.937500 Penalty: 4310.558594
	Iteration 14Q: 3 clusters Score -683256.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -683281.812500 Penalty: 4310.558594
	Iteration 15Q: 3 clusters Score -683281.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -683299.500000 Penalty: 4310.558594
	Iteration 16Q: 3 clusters Score -683299.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -683312.062500 Penalty: 4310.558594
	Iteration 17Q: 3 clusters Score -683312.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -683325.687500 Penalty: 4310.558594
	Iteration 18Q: 3 clusters Score -683325.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -683336.187500 Penalty: 4310.558594
	Iteration 19Q: 3 clusters Score -683336.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -683348.000000 Penalty: 4310.558594
	Iteration 20F: 3 clusters Score -683348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -683358.500000 Penalty: 4310.558594
	Iteration 21Q: 3 clusters Score -683358.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -683369.687500 Penalty: 4310.558594
	Iteration 22Q: 3 clusters Score -683369.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -683381.000000 Penalty: 4310.558594
	Iteration 23Q: 3 clusters Score -683381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -683395.250000 Penalty: 4310.558594
	Iteration 24Q: 3 clusters Score -683395.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -683411.250000 Penalty: 4310.558594
	Iteration 25Q: 3 clusters Score -683411.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -683434.687500 Penalty: 4310.558594
	Iteration 26Q: 3 clusters Score -683434.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -683457.687500 Penalty: 4310.558594
	Iteration 27Q: 3 clusters Score -683457.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -683495.562500 Penalty: 4310.558594
	Iteration 28Q: 3 clusters Score -683495.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -683539.562500 Penalty: 4310.558594
	Iteration 29Q: 3 clusters Score -683539.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -683588.750000 Penalty: 4310.558594
	Iteration 30Q: 3 clusters Score -683588.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -683655.187500 Penalty: 4310.558594
	Iteration 31Q: 3 clusters Score -683655.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -683720.750000 Penalty: 4310.558594
	Iteration 32Q: 3 clusters Score -683720.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -683762.125000 Penalty: 4310.558594
	Iteration 33Q: 3 clusters Score -683762.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -683784.750000 Penalty: 4310.558594
	Iteration 34Q: 3 clusters Score -683784.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -683796.500000 Penalty: 4310.558594
	Iteration 35Q: 3 clusters Score -683796.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -683812.437500 Penalty: 4310.558594
	Iteration 36Q: 3 clusters Score -683812.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -683832.250000 Penalty: 4310.558594
	Iteration 37Q: 3 clusters Score -683832.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -683850.312500 Penalty: 4310.558594
	Iteration 38Q: 3 clusters Score -683850.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -683867.625000 Penalty: 4310.558594
	Iteration 39Q: 3 clusters Score -683867.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -683886.437500 Penalty: 4310.558594
	Iteration 40F: 3 clusters Score -683886.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -683905.937500 Penalty: 4310.558594
	Iteration 41Q: 3 clusters Score -683905.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -683924.750000 Penalty: 4310.558594
	Iteration 42Q: 3 clusters Score -683924.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -683941.062500 Penalty: 4310.558594
	Iteration 43Q: 3 clusters Score -683941.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -683949.812500 Penalty: 4310.558594
	Iteration 44Q: 3 clusters Score -683949.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -683956.000000 Penalty: 4310.558594
	Iteration 45Q: 3 clusters Score -683956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -683961.437500 Penalty: 4310.558594
	Iteration 46Q: 3 clusters Score -683961.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -683966.750000 Penalty: 4310.558594
	Iteration 47Q: 3 clusters Score -683966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -683971.750000 Penalty: 4310.558594
	Iteration 48Q: 3 clusters Score -683971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -683973.937500 Penalty: 4310.558594
	Iteration 49Q: 3 clusters Score -683973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -683975.687500 Penalty: 4310.558594
	Iteration 50Q: 3 clusters Score -683975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -683975.500000 Penalty: 4310.558594
	Iteration 51Q: 3 clusters Score -683975.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -683975.500000 Penalty: 4310.558594
	Iteration 52F: 3 clusters Score -683975.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Entering Unmasked Estep 
Score: -4615542.000000 Penalty: 2623.984375
	Iteration 0F: 2 clusters Score -4615542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4588700.500000 Penalty: 5247.968750
	Iteration 0F: 3 clusters Score -4588700 nChanged 18035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4598887.500000 Penalty: 5247.968750
	Iteration 1F: 3 clusters Score -4598888 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4599559.500000 Penalty: 5247.968750
	Iteration 2Q: 3 clusters Score -4599560 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4600259.000000 Penalty: 5247.968750
	Iteration 3Q: 3 clusters Score -4600259 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4601143.000000 Penalty: 5247.968750
	Iteration 4Q: 3 clusters Score -4601143 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4602309.500000 Penalty: 5247.968750
	Iteration 5F: 3 clusters Score -4602310 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4603934.000000 Penalty: 5247.968750
	Iteration 6F: 3 clusters Score -4603934 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4606083.500000 Penalty: 5247.968750
	Iteration 7F: 3 clusters Score -4606084 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4608400.000000 Penalty: 5247.968750
	Iteration 8F: 3 clusters Score -4608400 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4610313.000000 Penalty: 5247.968750
	Iteration 9F: 3 clusters Score -4610313 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4611761.000000 Penalty: 5247.968750
	Iteration 10Q: 3 clusters Score -4611761 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4612711.500000 Penalty: 5247.968750
	Iteration 11Q: 3 clusters Score -4612712 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4613238.000000 Penalty: 5247.968750
	Iteration 12Q: 3 clusters Score -4613238 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4613563.500000 Penalty: 5247.968750
	Iteration 13Q: 3 clusters Score -4613564 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4613827.500000 Penalty: 5247.968750
	Iteration 14Q: 3 clusters Score -4613828 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4614011.000000 Penalty: 5247.968750
	Iteration 15Q: 3 clusters Score -4614011 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4614138.500000 Penalty: 5247.968750
	Iteration 16Q: 3 clusters Score -4614138 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4614231.000000 Penalty: 5247.968750
	Iteration 17Q: 3 clusters Score -4614231 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4614314.500000 Penalty: 5247.968750
	Iteration 18Q: 3 clusters Score -4614314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4614383.000000 Penalty: 5247.968750
	Iteration 19Q: 3 clusters Score -4614383 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4614437.000000 Penalty: 5247.968750
	Iteration 20F: 3 clusters Score -4614437 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4614479.500000 Penalty: 5247.968750
	Iteration 21Q: 3 clusters Score -4614480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4614495.500000 Penalty: 5247.968750
	Iteration 22Q: 3 clusters Score -4614496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4614514.500000 Penalty: 5247.968750
	Iteration 23Q: 3 clusters Score -4614514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4614530.000000 Penalty: 5247.968750
	Iteration 24Q: 3 clusters Score -4614530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4614550.500000 Penalty: 5247.968750
	Iteration 25Q: 3 clusters Score -4614550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -4614540.500000 Penalty: 5247.968750
	Iteration 26Q: 3 clusters Score -4614540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4614545.000000 Penalty: 5247.968750
	Iteration 27Q: 3 clusters Score -4614545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4614557.500000 Penalty: 5247.968750
	Iteration 28Q: 3 clusters Score -4614558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4614561.000000 Penalty: 5247.968750
	Iteration 29Q: 3 clusters Score -4614561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4614570.000000 Penalty: 5247.968750
	Iteration 30Q: 3 clusters Score -4614570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4614577.500000 Penalty: 5247.968750
	Iteration 31Q: 3 clusters Score -4614578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4614574.000000 Penalty: 5247.968750
	Iteration 32Q: 3 clusters Score -4614574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4614582.500000 Penalty: 5247.968750
	Iteration 33Q: 3 clusters Score -4614582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4614589.500000 Penalty: 5247.968750
	Iteration 34Q: 3 clusters Score -4614590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -4614594.500000 Penalty: 5247.968750
	Iteration 35Q: 3 clusters Score -4614594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4614598.000000 Penalty: 5247.968750
	Iteration 36Q: 3 clusters Score -4614598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4614593.000000 Penalty: 5247.968750
	Iteration 37Q: 3 clusters Score -4614593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4614607.000000 Penalty: 5247.968750
	Iteration 38Q: 3 clusters Score -4614607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4614601.500000 Penalty: 5247.968750
	Iteration 39Q: 3 clusters Score -4614602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4614622.000000 Penalty: 5247.968750
	Iteration 40F: 3 clusters Score -4614622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4614620.500000 Penalty: 5247.968750
	Iteration 41Q: 3 clusters Score -4614620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4614623.500000 Penalty: 5247.968750
	Iteration 42Q: 3 clusters Score -4614624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4614621.500000 Penalty: 5247.968750
	Iteration 43Q: 3 clusters Score -4614622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4614635.500000 Penalty: 5247.968750
	Iteration 44Q: 3 clusters Score -4614636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4614637.500000 Penalty: 5247.968750
	Iteration 45Q: 3 clusters Score -4614638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4614636.500000 Penalty: 5247.968750
	Iteration 46Q: 3 clusters Score -4614636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4614638.000000 Penalty: 5247.968750
	Iteration 47Q: 3 clusters Score -4614638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4614642.000000 Penalty: 5247.968750
	Iteration 48Q: 3 clusters Score -4614642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4614638.000000 Penalty: 5247.968750
	Iteration 49Q: 3 clusters Score -4614638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4614637.500000 Penalty: 5247.968750
	Iteration 50Q: 3 clusters Score -4614638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4614641.000000 Penalty: 5247.968750
	Iteration 51Q: 3 clusters Score -4614641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4614640.000000 Penalty: 5247.968750
	Iteration 52Q: 3 clusters Score -4614640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4614644.000000 Penalty: 5247.968750
	Iteration 53Q: 3 clusters Score -4614644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -4614648.500000 Penalty: 5247.968750
	Iteration 54Q: 3 clusters Score -4614648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4614649.000000 Penalty: 5247.968750
	Iteration 55Q: 3 clusters Score -4614649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4614650.000000 Penalty: 5247.968750
	Iteration 56Q: 3 clusters Score -4614650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4614651.000000 Penalty: 5247.968750
	Iteration 57Q: 3 clusters Score -4614651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4614655.500000 Penalty: 5247.968750
	Iteration 58Q: 3 clusters Score -4614656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4614651.000000 Penalty: 5247.968750
	Iteration 59Q: 3 clusters Score -4614651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4614668.000000 Penalty: 5247.968750
	Iteration 60F: 3 clusters Score -4614668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4614667.500000 Penalty: 5247.968750
	Iteration 61Q: 3 clusters Score -4614668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4614666.000000 Penalty: 5247.968750
	Iteration 62Q: 3 clusters Score -4614666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -4614662.500000 Penalty: 5247.968750
	Iteration 63Q: 3 clusters Score -4614662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4614662.500000 Penalty: 5247.968750
	Iteration 64Q: 3 clusters Score -4614662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4614673.500000 Penalty: 5247.968750
	Iteration 65Q: 3 clusters Score -4614674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4614673.000000 Penalty: 5247.968750
	Iteration 66Q: 3 clusters Score -4614673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4614677.000000 Penalty: 5247.968750
	Iteration 67Q: 3 clusters Score -4614677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4614668.000000 Penalty: 5247.968750
	Iteration 68Q: 3 clusters Score -4614668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4614674.000000 Penalty: 5247.968750
	Iteration 69Q: 3 clusters Score -4614674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4614673.000000 Penalty: 5247.968750
	Iteration 70Q: 3 clusters Score -4614673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4614671.000000 Penalty: 5247.968750
	Iteration 71Q: 3 clusters Score -4614671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4614671.000000 Penalty: 5247.968750
	Iteration 72F: 3 clusters Score -4614671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Entering Unmasked Estep 
Score: -1046676.375000 Penalty: 2251.558350
	Iteration 0F: 2 clusters Score -1046676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1039739.875000 Penalty: 4503.116699
	Iteration 0F: 3 clusters Score -1039740 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1041703.625000 Penalty: 4503.116699
	Iteration 1F: 3 clusters Score -1041704 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1041958.562500 Penalty: 4503.116699
	Iteration 2F: 3 clusters Score -1041959 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1042148.062500 Penalty: 4503.116699
	Iteration 3F: 3 clusters Score -1042148 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1042292.437500 Penalty: 4503.116699
	Iteration 4Q: 3 clusters Score -1042292 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1042426.500000 Penalty: 4503.116699
	Iteration 5Q: 3 clusters Score -1042426 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1042563.250000 Penalty: 4503.116699
	Iteration 6Q: 3 clusters Score -1042563 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1042713.750000 Penalty: 4503.116699
	Iteration 7Q: 3 clusters Score -1042714 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1042882.875000 Penalty: 4503.116699
	Iteration 8Q: 3 clusters Score -1042883 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1043060.937500 Penalty: 4503.116699
	Iteration 9Q: 3 clusters Score -1043061 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1043264.687500 Penalty: 4503.116699
	Iteration 10Q: 3 clusters Score -1043265 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1043497.687500 Penalty: 4503.116699
	Iteration 11Q: 3 clusters Score -1043498 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1043713.437500 Penalty: 4503.116699
	Iteration 12Q: 3 clusters Score -1043713 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1043934.375000 Penalty: 4503.116699
	Iteration 13Q: 3 clusters Score -1043934 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1044122.937500 Penalty: 4503.116699
	Iteration 14Q: 3 clusters Score -1044123 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1044271.812500 Penalty: 4503.116699
	Iteration 15Q: 3 clusters Score -1044272 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1044408.375000 Penalty: 4503.116699
	Iteration 16Q: 3 clusters Score -1044408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1044503.875000 Penalty: 4503.116699
	Iteration 17Q: 3 clusters Score -1044504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1044581.187500 Penalty: 4503.116699
	Iteration 18Q: 3 clusters Score -1044581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1044641.187500 Penalty: 4503.116699
	Iteration 19Q: 3 clusters Score -1044641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1044693.000000 Penalty: 4503.116699
	Iteration 20F: 3 clusters Score -1044693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1044721.437500 Penalty: 4503.116699
	Iteration 21Q: 3 clusters Score -1044721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1044737.062500 Penalty: 4503.116699
	Iteration 22Q: 3 clusters Score -1044737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1044744.625000 Penalty: 4503.116699
	Iteration 23Q: 3 clusters Score -1044745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1044755.187500 Penalty: 4503.116699
	Iteration 24Q: 3 clusters Score -1044755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1044761.812500 Penalty: 4503.116699
	Iteration 25Q: 3 clusters Score -1044762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1044774.125000 Penalty: 4503.116699
	Iteration 26Q: 3 clusters Score -1044774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1044778.000000 Penalty: 4503.116699
	Iteration 27Q: 3 clusters Score -1044778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1044787.375000 Penalty: 4503.116699
	Iteration 28Q: 3 clusters Score -1044787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1044793.375000 Penalty: 4503.116699
	Iteration 29Q: 3 clusters Score -1044793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1044802.937500 Penalty: 4503.116699
	Iteration 30Q: 3 clusters Score -1044803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1044808.875000 Penalty: 4503.116699
	Iteration 31Q: 3 clusters Score -1044809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1044812.625000 Penalty: 4503.116699
	Iteration 32Q: 3 clusters Score -1044813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1044814.312500 Penalty: 4503.116699
	Iteration 33Q: 3 clusters Score -1044814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1044816.187500 Penalty: 4503.116699
	Iteration 34Q: 3 clusters Score -1044816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1044817.062500 Penalty: 4503.116699
	Iteration 35Q: 3 clusters Score -1044817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1044817.062500 Penalty: 4503.116699
	Iteration 36F: 3 clusters Score -1044817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (179354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179354 members 
Entering Unmasked Estep 
Score: -22267388.000000 Penalty: 3000.084961
	Iteration 0F: 2 clusters Score -2.226739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -22150986.000000 Penalty: 6000.169922
	Iteration 0F: 3 clusters Score -2.215099e+07 nChanged 85935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 94824 members 
Entering Unmasked Estep 
Score: -22200824.000000 Penalty: 6000.169922
	Iteration 1F: 3 clusters Score -2.220082e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -22202564.000000 Penalty: 6000.169922
	Iteration 2Q: 3 clusters Score -2.220256e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -22205420.000000 Penalty: 6000.169922
	Iteration 3Q: 3 clusters Score -2.220542e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -22210726.000000 Penalty: 6000.169922
	Iteration 4F: 3 clusters Score -2.221073e+07 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -22218974.000000 Penalty: 6000.169922
	Iteration 5F: 3 clusters Score -2.221897e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 135845 members 
Entering Unmasked Estep 
Score: -22230534.000000 Penalty: 6000.169922
	Iteration 6F: 3 clusters Score -2.223053e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 148928 members 
Entering Unmasked Estep 
Score: -22242606.000000 Penalty: 6000.169922
	Iteration 7F: 3 clusters Score -2.224261e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 159905 members 
Entering Unmasked Estep 
Score: -22252474.000000 Penalty: 6000.169922
	Iteration 8F: 3 clusters Score -2.225247e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 167742 members 
Entering Unmasked Estep 
Score: -22258742.000000 Penalty: 6000.169922
	Iteration 9Q: 3 clusters Score -2.225874e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -22262220.000000 Penalty: 6000.169922
	Iteration 10Q: 3 clusters Score -2.226222e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 175013 members 
Entering Unmasked Estep 
Score: -22263730.000000 Penalty: 6000.169922
	Iteration 11Q: 3 clusters Score -2.226373e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -22264474.000000 Penalty: 6000.169922
	Iteration 12Q: 3 clusters Score -2.226447e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 176993 members 
Entering Unmasked Estep 
Score: -22264828.000000 Penalty: 6000.169922
	Iteration 13Q: 3 clusters Score -2.226483e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 177355 members 
Entering Unmasked Estep 
Score: -22265122.000000 Penalty: 6000.169922
	Iteration 14Q: 3 clusters Score -2.226512e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -22265188.000000 Penalty: 6000.169922
	Iteration 15Q: 3 clusters Score -2.226519e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
Score: -22265330.000000 Penalty: 6000.169922
	Iteration 16Q: 3 clusters Score -2.226533e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 177794 members 
Entering Unmasked Estep 
Score: -22265398.000000 Penalty: 6000.169922
	Iteration 17Q: 3 clusters Score -2.22654e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -22265456.000000 Penalty: 6000.169922
	Iteration 18Q: 3 clusters Score -2.226546e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 177923 members 
Entering Unmasked Estep 
Score: -22265504.000000 Penalty: 6000.169922
	Iteration 19Q: 3 clusters Score -2.22655e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -22265498.000000 Penalty: 6000.169922
	Iteration 20F: 3 clusters Score -2.22655e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 177995 members 
Entering Unmasked Estep 
Score: -22265588.000000 Penalty: 6000.169922
	Iteration 21Q: 3 clusters Score -2.226559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 178030 members 
Entering Unmasked Estep 
Score: -22265574.000000 Penalty: 6000.169922
	Iteration 22Q: 3 clusters Score -2.226557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 178044 members 
Entering Unmasked Estep 
Score: -22265616.000000 Penalty: 6000.169922
	Iteration 23Q: 3 clusters Score -2.226562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 178069 members 
Entering Unmasked Estep 
Score: -22265606.000000 Penalty: 6000.169922
	Iteration 24Q: 3 clusters Score -2.226561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 178073 members 
Entering Unmasked Estep 
Score: -22265628.000000 Penalty: 6000.169922
	Iteration 25Q: 3 clusters Score -2.226563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 178082 members 
Entering Unmasked Estep 
Score: -22265660.000000 Penalty: 6000.169922
	Iteration 26Q: 3 clusters Score -2.226566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 178086 members 
Entering Unmasked Estep 
Score: -22265650.000000 Penalty: 6000.169922
	Iteration 27Q: 3 clusters Score -2.226565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 178091 members 
Entering Unmasked Estep 
Score: -22265640.000000 Penalty: 6000.169922
	Iteration 28Q: 3 clusters Score -2.226564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 178091 members 
Entering Unmasked Estep 
Score: -22265640.000000 Penalty: 6000.169922
	Iteration 29Q: 3 clusters Score -2.226564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 178095 members 
Entering Unmasked Estep 
Score: -22265646.000000 Penalty: 6000.169922
	Iteration 30Q: 3 clusters Score -2.226565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 178095 members 
Entering Unmasked Estep 
Score: -22265648.000000 Penalty: 6000.169922
	Iteration 31Q: 3 clusters Score -2.226565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 178095 members 
Entering Unmasked Estep 
Score: -22265642.000000 Penalty: 6000.169922
	Iteration 32Q: 3 clusters Score -2.226564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 178093 members 
Entering Unmasked Estep 
Score: -22265654.000000 Penalty: 6000.169922
	Iteration 33Q: 3 clusters Score -2.226565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 178094 members 
Entering Unmasked Estep 
Score: -22265640.000000 Penalty: 6000.169922
	Iteration 34Q: 3 clusters Score -2.226564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 178093 members 
Entering Unmasked Estep 
Score: -22265648.000000 Penalty: 6000.169922
	Iteration 35Q: 3 clusters Score -2.226565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 178093 members 
Entering Unmasked Estep 
Score: -22265648.000000 Penalty: 6000.169922
	Iteration 36F: 3 clusters Score -2.226565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -790163.687500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -790163.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -784521.562500 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -784521.6 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -786011.750000 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -786011.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -786286.562500 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -786286.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -786487.062500 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -786487.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -786662.000000 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -786662 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -786813.562500 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -786813.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -786938.562500 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -786938.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -787050.312500 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -787050.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -787186.812500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -787186.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -787322.562500 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -787322.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -787486.562500 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -787486.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -787660.875000 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -787660.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -787853.937500 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -787853.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -787996.937500 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -787996.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -788118.625000 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -788118.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -788206.562500 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -788206.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -788275.687500 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -788275.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -788334.500000 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -788334.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -788404.000000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -788404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -788468.187500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -788468.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -788510.500000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -788510.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -788553.875000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -788553.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -788586.500000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -788586.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -788612.437500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -788612.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -788636.062500 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -788636.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -788663.062500 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -788663.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -788681.812500 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -788681.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -788701.687500 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -788701.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -788723.000000 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -788723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -788734.937500 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -788734.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -788749.750000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -788749.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -788766.375000 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -788766.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -788787.875000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -788787.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -788811.687500 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -788811.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -788844.937500 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -788844.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -788869.125000 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -788869.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -788894.000000 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -788894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -788910.875000 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -788910.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -788923.062500 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -788923.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -788942.437500 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -788942.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -788954.750000 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -788954.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -788962.375000 Penalty: 4372.276367
	Iteration 41Q: 3 clusters Score -788962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -788968.750000 Penalty: 4372.276367
	Iteration 42Q: 3 clusters Score -788968.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -788977.937500 Penalty: 4372.276367
	Iteration 43Q: 3 clusters Score -788977.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -788989.562500 Penalty: 4372.276367
	Iteration 44Q: 3 clusters Score -788989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -788999.687500 Penalty: 4372.276367
	Iteration 45Q: 3 clusters Score -788999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -789003.187500 Penalty: 4372.276367
	Iteration 46Q: 3 clusters Score -789003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -789005.437500 Penalty: 4372.276367
	Iteration 47Q: 3 clusters Score -789005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -789005.875000 Penalty: 4372.276367
	Iteration 48Q: 3 clusters Score -789005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -789009.437500 Penalty: 4372.276367
	Iteration 49Q: 3 clusters Score -789009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -789012.500000 Penalty: 4372.276367
	Iteration 50Q: 3 clusters Score -789012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -789014.375000 Penalty: 4372.276367
	Iteration 51Q: 3 clusters Score -789014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -789015.187500 Penalty: 4372.276367
	Iteration 52Q: 3 clusters Score -789015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -789019.125000 Penalty: 4372.276367
	Iteration 53Q: 3 clusters Score -789019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -789018.312500 Penalty: 4372.276367
	Iteration 54Q: 3 clusters Score -789018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -789022.687500 Penalty: 4372.276367
	Iteration 55Q: 3 clusters Score -789022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -789024.875000 Penalty: 4372.276367
	Iteration 56Q: 3 clusters Score -789024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -789024.562500 Penalty: 4372.276367
	Iteration 57Q: 3 clusters Score -789024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -789024.562500 Penalty: 4372.276367
	Iteration 58F: 3 clusters Score -789024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Entering Unmasked Estep 
Score: -3936548.750000 Penalty: 2573.654541
	Iteration 0F: 2 clusters Score -3936549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3914504.000000 Penalty: 5147.309082
	Iteration 0F: 3 clusters Score -3914504 nChanged 14469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3922372.000000 Penalty: 5147.309082
	Iteration 1F: 3 clusters Score -3922372 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3922829.750000 Penalty: 5147.309082
	Iteration 2Q: 3 clusters Score -3922830 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3923206.250000 Penalty: 5147.309082
	Iteration 3Q: 3 clusters Score -3923206 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3923566.000000 Penalty: 5147.309082
	Iteration 4Q: 3 clusters Score -3923566 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3923871.500000 Penalty: 5147.309082
	Iteration 5Q: 3 clusters Score -3923872 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3924174.250000 Penalty: 5147.309082
	Iteration 6Q: 3 clusters Score -3924174 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3924562.000000 Penalty: 5147.309082
	Iteration 7Q: 3 clusters Score -3924562 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3925146.250000 Penalty: 5147.309082
	Iteration 8Q: 3 clusters Score -3925146 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3925996.000000 Penalty: 5147.309082
	Iteration 9Q: 3 clusters Score -3925996 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3927204.000000 Penalty: 5147.309082
	Iteration 10F: 3 clusters Score -3927204 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3928728.250000 Penalty: 5147.309082
	Iteration 11F: 3 clusters Score -3928728 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3930434.500000 Penalty: 5147.309082
	Iteration 12F: 3 clusters Score -3930434 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3931990.000000 Penalty: 5147.309082
	Iteration 13F: 3 clusters Score -3931990 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3933067.500000 Penalty: 5147.309082
	Iteration 14Q: 3 clusters Score -3933068 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3933738.000000 Penalty: 5147.309082
	Iteration 15Q: 3 clusters Score -3933738 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3934109.500000 Penalty: 5147.309082
	Iteration 16Q: 3 clusters Score -3934110 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3934275.250000 Penalty: 5147.309082
	Iteration 17Q: 3 clusters Score -3934275 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3934370.250000 Penalty: 5147.309082
	Iteration 18Q: 3 clusters Score -3934370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3934433.000000 Penalty: 5147.309082
	Iteration 19Q: 3 clusters Score -3934433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -3934464.500000 Penalty: 5147.309082
	Iteration 20F: 3 clusters Score -3934464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3934482.750000 Penalty: 5147.309082
	Iteration 21Q: 3 clusters Score -3934483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3934496.250000 Penalty: 5147.309082
	Iteration 22Q: 3 clusters Score -3934496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3934506.750000 Penalty: 5147.309082
	Iteration 23Q: 3 clusters Score -3934507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3934510.250000 Penalty: 5147.309082
	Iteration 24Q: 3 clusters Score -3934510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -3934519.000000 Penalty: 5147.309082
	Iteration 25Q: 3 clusters Score -3934519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3934528.000000 Penalty: 5147.309082
	Iteration 26Q: 3 clusters Score -3934528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3934531.250000 Penalty: 5147.309082
	Iteration 27Q: 3 clusters Score -3934531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3934532.000000 Penalty: 5147.309082
	Iteration 28Q: 3 clusters Score -3934532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3934530.750000 Penalty: 5147.309082
	Iteration 29Q: 3 clusters Score -3934531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3934530.750000 Penalty: 5147.309082
	Iteration 30F: 3 clusters Score -3934531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Entering Unmasked Estep 
Score: -2529380.500000 Penalty: 2464.788086
	Iteration 0F: 2 clusters Score -2529380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2514899.750000 Penalty: 4929.576172
	Iteration 0F: 3 clusters Score -2514900 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2520065.250000 Penalty: 4929.576172
	Iteration 1F: 3 clusters Score -2520065 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2520589.500000 Penalty: 4929.576172
	Iteration 2F: 3 clusters Score -2520590 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2521024.500000 Penalty: 4929.576172
	Iteration 3F: 3 clusters Score -2521024 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2521403.000000 Penalty: 4929.576172
	Iteration 4Q: 3 clusters Score -2521403 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2521735.750000 Penalty: 4929.576172
	Iteration 5Q: 3 clusters Score -2521736 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2522019.250000 Penalty: 4929.576172
	Iteration 6Q: 3 clusters Score -2522019 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2522265.500000 Penalty: 4929.576172
	Iteration 7Q: 3 clusters Score -2522266 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2522520.000000 Penalty: 4929.576172
	Iteration 8Q: 3 clusters Score -2522520 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2522808.250000 Penalty: 4929.576172
	Iteration 9Q: 3 clusters Score -2522808 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2523134.000000 Penalty: 4929.576172
	Iteration 10Q: 3 clusters Score -2523134 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2523487.000000 Penalty: 4929.576172
	Iteration 11Q: 3 clusters Score -2523487 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2523844.250000 Penalty: 4929.576172
	Iteration 12Q: 3 clusters Score -2523844 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2524246.750000 Penalty: 4929.576172
	Iteration 13Q: 3 clusters Score -2524247 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2524656.250000 Penalty: 4929.576172
	Iteration 14Q: 3 clusters Score -2524656 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2525037.500000 Penalty: 4929.576172
	Iteration 15Q: 3 clusters Score -2525038 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2525403.000000 Penalty: 4929.576172
	Iteration 16Q: 3 clusters Score -2525403 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2525711.250000 Penalty: 4929.576172
	Iteration 17Q: 3 clusters Score -2525711 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2525970.750000 Penalty: 4929.576172
	Iteration 18Q: 3 clusters Score -2525971 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2526209.500000 Penalty: 4929.576172
	Iteration 19Q: 3 clusters Score -2526210 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2526436.500000 Penalty: 4929.576172
	Iteration 20F: 3 clusters Score -2526436 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2526622.750000 Penalty: 4929.576172
	Iteration 21Q: 3 clusters Score -2526623 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2526786.750000 Penalty: 4929.576172
	Iteration 22Q: 3 clusters Score -2526787 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2526904.250000 Penalty: 4929.576172
	Iteration 23Q: 3 clusters Score -2526904 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2526998.750000 Penalty: 4929.576172
	Iteration 24Q: 3 clusters Score -2526999 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2527061.000000 Penalty: 4929.576172
	Iteration 25Q: 3 clusters Score -2527061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2527102.750000 Penalty: 4929.576172
	Iteration 26Q: 3 clusters Score -2527103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2527136.250000 Penalty: 4929.576172
	Iteration 27Q: 3 clusters Score -2527136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2527169.250000 Penalty: 4929.576172
	Iteration 28Q: 3 clusters Score -2527169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2527199.250000 Penalty: 4929.576172
	Iteration 29Q: 3 clusters Score -2527199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2527236.750000 Penalty: 4929.576172
	Iteration 30Q: 3 clusters Score -2527237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2527252.750000 Penalty: 4929.576172
	Iteration 31Q: 3 clusters Score -2527253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2527266.750000 Penalty: 4929.576172
	Iteration 32Q: 3 clusters Score -2527267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2527280.000000 Penalty: 4929.576172
	Iteration 33Q: 3 clusters Score -2527280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2527288.500000 Penalty: 4929.576172
	Iteration 34Q: 3 clusters Score -2527288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2527302.250000 Penalty: 4929.576172
	Iteration 35Q: 3 clusters Score -2527302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2527314.000000 Penalty: 4929.576172
	Iteration 36Q: 3 clusters Score -2527314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2527327.250000 Penalty: 4929.576172
	Iteration 37Q: 3 clusters Score -2527327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2527337.750000 Penalty: 4929.576172
	Iteration 38Q: 3 clusters Score -2527338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2527355.250000 Penalty: 4929.576172
	Iteration 39Q: 3 clusters Score -2527355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2527369.000000 Penalty: 4929.576172
	Iteration 40F: 3 clusters Score -2527369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2527365.500000 Penalty: 4929.576172
	Iteration 41Q: 3 clusters Score -2527366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2527368.000000 Penalty: 4929.576172
	Iteration 42Q: 3 clusters Score -2527368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2527373.750000 Penalty: 4929.576172
	Iteration 43Q: 3 clusters Score -2527374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2527376.500000 Penalty: 4929.576172
	Iteration 44Q: 3 clusters Score -2527376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2527379.000000 Penalty: 4929.576172
	Iteration 45Q: 3 clusters Score -2527379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2527376.500000 Penalty: 4929.576172
	Iteration 46Q: 3 clusters Score -2527376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2527375.500000 Penalty: 4929.576172
	Iteration 47Q: 3 clusters Score -2527376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2527376.750000 Penalty: 4929.576172
	Iteration 48Q: 3 clusters Score -2527377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2527376.000000 Penalty: 4929.576172
	Iteration 49Q: 3 clusters Score -2527376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2527376.500000 Penalty: 4929.576172
	Iteration 50Q: 3 clusters Score -2527376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2527376.500000 Penalty: 4929.576172
	Iteration 51F: 3 clusters Score -2527376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Entering Unmasked Estep 
Score: -3635376.000000 Penalty: 2553.064941
	Iteration 0F: 2 clusters Score -3635376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3615154.000000 Penalty: 5106.129883
	Iteration 0F: 3 clusters Score -3615154 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3622564.250000 Penalty: 5106.129883
	Iteration 1F: 3 clusters Score -3622564 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3623250.500000 Penalty: 5106.129883
	Iteration 2F: 3 clusters Score -3623250 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3624078.500000 Penalty: 5106.129883
	Iteration 3F: 3 clusters Score -3624078 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3625124.250000 Penalty: 5106.129883
	Iteration 4F: 3 clusters Score -3625124 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3626347.250000 Penalty: 5106.129883
	Iteration 5F: 3 clusters Score -3626347 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3627693.000000 Penalty: 5106.129883
	Iteration 6F: 3 clusters Score -3627693 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3629099.000000 Penalty: 5106.129883
	Iteration 7F: 3 clusters Score -3629099 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3630282.000000 Penalty: 5106.129883
	Iteration 8F: 3 clusters Score -3630282 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3631216.750000 Penalty: 5106.129883
	Iteration 9Q: 3 clusters Score -3631217 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3631909.500000 Penalty: 5106.129883
	Iteration 10Q: 3 clusters Score -3631910 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3632396.750000 Penalty: 5106.129883
	Iteration 11Q: 3 clusters Score -3632397 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3632714.250000 Penalty: 5106.129883
	Iteration 12Q: 3 clusters Score -3632714 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3632934.250000 Penalty: 5106.129883
	Iteration 13Q: 3 clusters Score -3632934 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3633072.250000 Penalty: 5106.129883
	Iteration 14Q: 3 clusters Score -3633072 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3633157.000000 Penalty: 5106.129883
	Iteration 15Q: 3 clusters Score -3633157 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3633197.250000 Penalty: 5106.129883
	Iteration 16Q: 3 clusters Score -3633197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3633231.250000 Penalty: 5106.129883
	Iteration 17Q: 3 clusters Score -3633231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3633243.500000 Penalty: 5106.129883
	Iteration 18Q: 3 clusters Score -3633244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3633264.000000 Penalty: 5106.129883
	Iteration 19Q: 3 clusters Score -3633264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3633280.000000 Penalty: 5106.129883
	Iteration 20F: 3 clusters Score -3633280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3633290.750000 Penalty: 5106.129883
	Iteration 21Q: 3 clusters Score -3633291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3633302.000000 Penalty: 5106.129883
	Iteration 22Q: 3 clusters Score -3633302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3633324.000000 Penalty: 5106.129883
	Iteration 23Q: 3 clusters Score -3633324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3633330.500000 Penalty: 5106.129883
	Iteration 24Q: 3 clusters Score -3633330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3633331.000000 Penalty: 5106.129883
	Iteration 25Q: 3 clusters Score -3633331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3633338.250000 Penalty: 5106.129883
	Iteration 26Q: 3 clusters Score -3633338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3633336.000000 Penalty: 5106.129883
	Iteration 27Q: 3 clusters Score -3633336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3633337.000000 Penalty: 5106.129883
	Iteration 28Q: 3 clusters Score -3633337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3633342.000000 Penalty: 5106.129883
	Iteration 29Q: 3 clusters Score -3633342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3633346.750000 Penalty: 5106.129883
	Iteration 30Q: 3 clusters Score -3633347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3633346.500000 Penalty: 5106.129883
	Iteration 31Q: 3 clusters Score -3633346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3633349.500000 Penalty: 5106.129883
	Iteration 32Q: 3 clusters Score -3633350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3633351.250000 Penalty: 5106.129883
	Iteration 33Q: 3 clusters Score -3633351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3633350.750000 Penalty: 5106.129883
	Iteration 34Q: 3 clusters Score -3633351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3633353.000000 Penalty: 5106.129883
	Iteration 35Q: 3 clusters Score -3633353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3633355.250000 Penalty: 5106.129883
	Iteration 36Q: 3 clusters Score -3633355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3633355.250000 Penalty: 5106.129883
	Iteration 37F: 3 clusters Score -3633355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Entering Unmasked Estep 
Score: -5479028.000000 Penalty: 2664.211670
	Iteration 0F: 2 clusters Score -5479028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5447899.000000 Penalty: 5328.423340
	Iteration 0F: 3 clusters Score -5447899 nChanged 21327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5459677.000000 Penalty: 5328.423340
	Iteration 1F: 3 clusters Score -5459677 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5460366.500000 Penalty: 5328.423340
	Iteration 2Q: 3 clusters Score -5460366 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5461116.500000 Penalty: 5328.423340
	Iteration 3Q: 3 clusters Score -5461116 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5462030.000000 Penalty: 5328.423340
	Iteration 4Q: 3 clusters Score -5462030 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -5463162.000000 Penalty: 5328.423340
	Iteration 5Q: 3 clusters Score -5463162 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -5464593.000000 Penalty: 5328.423340
	Iteration 6Q: 3 clusters Score -5464593 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -5466335.500000 Penalty: 5328.423340
	Iteration 7F: 3 clusters Score -5466336 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5468008.500000 Penalty: 5328.423340
	Iteration 8F: 3 clusters Score -5468008 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5469517.000000 Penalty: 5328.423340
	Iteration 9Q: 3 clusters Score -5469517 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5470854.500000 Penalty: 5328.423340
	Iteration 10Q: 3 clusters Score -5470854 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -5472086.000000 Penalty: 5328.423340
	Iteration 11Q: 3 clusters Score -5472086 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -5473149.000000 Penalty: 5328.423340
	Iteration 12Q: 3 clusters Score -5473149 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5474087.500000 Penalty: 5328.423340
	Iteration 13Q: 3 clusters Score -5474088 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5474961.500000 Penalty: 5328.423340
	Iteration 14Q: 3 clusters Score -5474962 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5475705.500000 Penalty: 5328.423340
	Iteration 15Q: 3 clusters Score -5475706 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5476301.000000 Penalty: 5328.423340
	Iteration 16Q: 3 clusters Score -5476301 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5476700.500000 Penalty: 5328.423340
	Iteration 17Q: 3 clusters Score -5476700 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5476983.500000 Penalty: 5328.423340
	Iteration 18Q: 3 clusters Score -5476984 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5477170.500000 Penalty: 5328.423340
	Iteration 19Q: 3 clusters Score -5477170 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5477332.500000 Penalty: 5328.423340
	Iteration 20F: 3 clusters Score -5477332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5477468.500000 Penalty: 5328.423340
	Iteration 21Q: 3 clusters Score -5477468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5477585.500000 Penalty: 5328.423340
	Iteration 22Q: 3 clusters Score -5477586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5477661.500000 Penalty: 5328.423340
	Iteration 23Q: 3 clusters Score -5477662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5477734.500000 Penalty: 5328.423340
	Iteration 24Q: 3 clusters Score -5477734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5477780.500000 Penalty: 5328.423340
	Iteration 25Q: 3 clusters Score -5477780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5477845.000000 Penalty: 5328.423340
	Iteration 26Q: 3 clusters Score -5477845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5477922.500000 Penalty: 5328.423340
	Iteration 27Q: 3 clusters Score -5477922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5478002.500000 Penalty: 5328.423340
	Iteration 28Q: 3 clusters Score -5478002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5478063.000000 Penalty: 5328.423340
	Iteration 29Q: 3 clusters Score -5478063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5478108.000000 Penalty: 5328.423340
	Iteration 30Q: 3 clusters Score -5478108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5478147.500000 Penalty: 5328.423340
	Iteration 31Q: 3 clusters Score -5478148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5478167.500000 Penalty: 5328.423340
	Iteration 32Q: 3 clusters Score -5478168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5478182.000000 Penalty: 5328.423340
	Iteration 33Q: 3 clusters Score -5478182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5478180.500000 Penalty: 5328.423340
	Iteration 34Q: 3 clusters Score -5478180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5478184.500000 Penalty: 5328.423340
	Iteration 35Q: 3 clusters Score -5478184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5478185.000000 Penalty: 5328.423340
	Iteration 36Q: 3 clusters Score -5478185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5478197.000000 Penalty: 5328.423340
	Iteration 37Q: 3 clusters Score -5478197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5478198.000000 Penalty: 5328.423340
	Iteration 38Q: 3 clusters Score -5478198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5478210.000000 Penalty: 5328.423340
	Iteration 39F: 3 clusters Score -5478210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5478209.500000 Penalty: 5328.423340
	Iteration 40F: 3 clusters Score -5478210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5478213.500000 Penalty: 5328.423340
	Iteration 41Q: 3 clusters Score -5478214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5478216.500000 Penalty: 5328.423340
	Iteration 42Q: 3 clusters Score -5478216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5478216.500000 Penalty: 5328.423340
	Iteration 43F: 3 clusters Score -5478216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -132158.609375 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -132158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130075.945312 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -130075.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130469.031250 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -130469 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130634.000000 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -130634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -130704.273438 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -130704.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -130739.781250 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -130739.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -130766.328125 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -130766.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130785.171875 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -130785.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -130797.523438 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -130797.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -130814.210938 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -130814.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -130837.812500 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -130837.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -130859.734375 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -130859.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130883.765625 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -130883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130895.921875 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -130895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130903.523438 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -130903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -130911.226562 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -130911.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -130922.078125 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -130922.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -130944.203125 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -130944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130982.742188 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -130982.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -131016.804688 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -131016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -131028.687500 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -131028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131034.476562 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -131034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -131036.523438 Penalty: 3522.022705
	Iteration 21Q: 3 clusters Score -131036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -131038.734375 Penalty: 3522.022705
	Iteration 22Q: 3 clusters Score -131038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -131040.125000 Penalty: 3522.022705
	Iteration 23Q: 3 clusters Score -131040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -131040.125000 Penalty: 3522.022705
	Iteration 24F: 3 clusters Score -131040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -871295.250000 Penalty: 2206.150146
	Iteration 0F: 2 clusters Score -871295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -865283.375000 Penalty: 4412.300293
	Iteration 0F: 3 clusters Score -865283.4 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -866835.937500 Penalty: 4412.300293
	Iteration 1F: 3 clusters Score -866835.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -867119.687500 Penalty: 4412.300293
	Iteration 2F: 3 clusters Score -867119.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -867300.812500 Penalty: 4412.300293
	Iteration 3F: 3 clusters Score -867300.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -867430.062500 Penalty: 4412.300293
	Iteration 4Q: 3 clusters Score -867430.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -867543.500000 Penalty: 4412.300293
	Iteration 5Q: 3 clusters Score -867543.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -867658.750000 Penalty: 4412.300293
	Iteration 6Q: 3 clusters Score -867658.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -867767.125000 Penalty: 4412.300293
	Iteration 7Q: 3 clusters Score -867767.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -867881.250000 Penalty: 4412.300293
	Iteration 8Q: 3 clusters Score -867881.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -868027.875000 Penalty: 4412.300293
	Iteration 9Q: 3 clusters Score -868027.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -868177.062500 Penalty: 4412.300293
	Iteration 10Q: 3 clusters Score -868177.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -868331.437500 Penalty: 4412.300293
	Iteration 11Q: 3 clusters Score -868331.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -868483.750000 Penalty: 4412.300293
	Iteration 12Q: 3 clusters Score -868483.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -868639.062500 Penalty: 4412.300293
	Iteration 13Q: 3 clusters Score -868639.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -868764.812500 Penalty: 4412.300293
	Iteration 14Q: 3 clusters Score -868764.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -868888.812500 Penalty: 4412.300293
	Iteration 15Q: 3 clusters Score -868888.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -869026.062500 Penalty: 4412.300293
	Iteration 16Q: 3 clusters Score -869026.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -869170.187500 Penalty: 4412.300293
	Iteration 17Q: 3 clusters Score -869170.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -869301.875000 Penalty: 4412.300293
	Iteration 18Q: 3 clusters Score -869301.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -869411.875000 Penalty: 4412.300293
	Iteration 19Q: 3 clusters Score -869411.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -869492.375000 Penalty: 4412.300293
	Iteration 20F: 3 clusters Score -869492.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -869537.687500 Penalty: 4412.300293
	Iteration 21Q: 3 clusters Score -869537.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -869562.125000 Penalty: 4412.300293
	Iteration 22Q: 3 clusters Score -869562.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -869589.687500 Penalty: 4412.300293
	Iteration 23Q: 3 clusters Score -869589.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -869611.937500 Penalty: 4412.300293
	Iteration 24Q: 3 clusters Score -869611.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -869629.187500 Penalty: 4412.300293
	Iteration 25Q: 3 clusters Score -869629.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -869640.250000 Penalty: 4412.300293
	Iteration 26Q: 3 clusters Score -869640.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -869655.562500 Penalty: 4412.300293
	Iteration 27Q: 3 clusters Score -869655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -869662.062500 Penalty: 4412.300293
	Iteration 28Q: 3 clusters Score -869662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -869665.437500 Penalty: 4412.300293
	Iteration 29Q: 3 clusters Score -869665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -869669.375000 Penalty: 4412.300293
	Iteration 30Q: 3 clusters Score -869669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -869672.312500 Penalty: 4412.300293
	Iteration 31Q: 3 clusters Score -869672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -869674.437500 Penalty: 4412.300293
	Iteration 32Q: 3 clusters Score -869674.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -869675.187500 Penalty: 4412.300293
	Iteration 33Q: 3 clusters Score -869675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -869676.875000 Penalty: 4412.300293
	Iteration 34Q: 3 clusters Score -869676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -869684.000000 Penalty: 4412.300293
	Iteration 35Q: 3 clusters Score -869684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -869686.875000 Penalty: 4412.300293
	Iteration 36Q: 3 clusters Score -869686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -869688.187500 Penalty: 4412.300293
	Iteration 37Q: 3 clusters Score -869688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -869688.687500 Penalty: 4412.300293
	Iteration 38Q: 3 clusters Score -869688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -869690.625000 Penalty: 4412.300293
	Iteration 39Q: 3 clusters Score -869690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -869691.750000 Penalty: 4412.300293
	Iteration 40F: 3 clusters Score -869691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -869690.875000 Penalty: 4412.300293
	Iteration 41Q: 3 clusters Score -869690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -869691.875000 Penalty: 4412.300293
	Iteration 42Q: 3 clusters Score -869691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -869691.875000 Penalty: 4412.300293
	Iteration 43F: 3 clusters Score -869691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Entering Unmasked Estep 
Score: -20889218.000000 Penalty: 2989.042236
	Iteration 0F: 2 clusters Score -2.088922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -20775786.000000 Penalty: 5978.084473
	Iteration 0F: 3 clusters Score -2.077579e+07 nChanged 82333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -20824592.000000 Penalty: 5978.084473
	Iteration 1F: 3 clusters Score -2.082459e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -20826234.000000 Penalty: 5978.084473
	Iteration 2Q: 3 clusters Score -2.082623e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -20828496.000000 Penalty: 5978.084473
	Iteration 3Q: 3 clusters Score -2.08285e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -20831696.000000 Penalty: 5978.084473
	Iteration 4Q: 3 clusters Score -2.08317e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -20835368.000000 Penalty: 5978.084473
	Iteration 5Q: 3 clusters Score -2.083537e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -20839186.000000 Penalty: 5978.084473
	Iteration 6F: 3 clusters Score -2.083919e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -20843040.000000 Penalty: 5978.084473
	Iteration 7F: 3 clusters Score -2.084304e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -20846746.000000 Penalty: 5978.084473
	Iteration 8Q: 3 clusters Score -2.084675e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -20849896.000000 Penalty: 5978.084473
	Iteration 9Q: 3 clusters Score -2.08499e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -20852088.000000 Penalty: 5978.084473
	Iteration 10Q: 3 clusters Score -2.085209e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -20853988.000000 Penalty: 5978.084473
	Iteration 11Q: 3 clusters Score -2.085399e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 89628 members 
Entering Unmasked Estep 
Score: -20855290.000000 Penalty: 5978.084473
	Iteration 12Q: 3 clusters Score -2.085529e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -20856512.000000 Penalty: 5978.084473
	Iteration 13Q: 3 clusters Score -2.085651e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -20857720.000000 Penalty: 5978.084473
	Iteration 14Q: 3 clusters Score -2.085772e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -20859160.000000 Penalty: 5978.084473
	Iteration 15Q: 3 clusters Score -2.085916e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -20861074.000000 Penalty: 5978.084473
	Iteration 16Q: 3 clusters Score -2.086107e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 112001 members 
Entering Unmasked Estep 
Score: -20863298.000000 Penalty: 5978.084473
	Iteration 17Q: 3 clusters Score -2.08633e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -20865712.000000 Penalty: 5978.084473
	Iteration 18Q: 3 clusters Score -2.086571e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 125545 members 
Entering Unmasked Estep 
Score: -20868836.000000 Penalty: 5978.084473
	Iteration 19Q: 3 clusters Score -2.086884e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 132718 members 
Entering Unmasked Estep 
Score: -20872068.000000 Penalty: 5978.084473
	Iteration 20F: 3 clusters Score -2.087207e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -20875206.000000 Penalty: 5978.084473
	Iteration 21Q: 3 clusters Score -2.087521e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 145993 members 
Entering Unmasked Estep 
Score: -20878190.000000 Penalty: 5978.084473
	Iteration 22Q: 3 clusters Score -2.087819e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 151563 members 
Entering Unmasked Estep 
Score: -20880770.000000 Penalty: 5978.084473
	Iteration 23Q: 3 clusters Score -2.088077e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -20882624.000000 Penalty: 5978.084473
	Iteration 24Q: 3 clusters Score -2.088262e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 159728 members 
Entering Unmasked Estep 
Score: -20884058.000000 Penalty: 5978.084473
	Iteration 25Q: 3 clusters Score -2.088406e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 162378 members 
Entering Unmasked Estep 
Score: -20884964.000000 Penalty: 5978.084473
	Iteration 26Q: 3 clusters Score -2.088496e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -20885632.000000 Penalty: 5978.084473
	Iteration 27Q: 3 clusters Score -2.088563e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 165663 members 
Entering Unmasked Estep 
Score: -20886126.000000 Penalty: 5978.084473
	Iteration 28Q: 3 clusters Score -2.088613e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -20886452.000000 Penalty: 5978.084473
	Iteration 29Q: 3 clusters Score -2.088645e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 167332 members 
Entering Unmasked Estep 
Score: -20886704.000000 Penalty: 5978.084473
	Iteration 30Q: 3 clusters Score -2.08867e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -20886872.000000 Penalty: 5978.084473
	Iteration 31Q: 3 clusters Score -2.088687e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -20886964.000000 Penalty: 5978.084473
	Iteration 32Q: 3 clusters Score -2.088696e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 168487 members 
Entering Unmasked Estep 
Score: -20887042.000000 Penalty: 5978.084473
	Iteration 33Q: 3 clusters Score -2.088704e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 168705 members 
Entering Unmasked Estep 
Score: -20887116.000000 Penalty: 5978.084473
	Iteration 34Q: 3 clusters Score -2.088712e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 168898 members 
Entering Unmasked Estep 
Score: -20887154.000000 Penalty: 5978.084473
	Iteration 35Q: 3 clusters Score -2.088715e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 169038 members 
Entering Unmasked Estep 
Score: -20887210.000000 Penalty: 5978.084473
	Iteration 36Q: 3 clusters Score -2.088721e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -20887246.000000 Penalty: 5978.084473
	Iteration 37Q: 3 clusters Score -2.088725e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 169262 members 
Entering Unmasked Estep 
Score: -20887270.000000 Penalty: 5978.084473
	Iteration 38Q: 3 clusters Score -2.088727e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 169350 members 
Entering Unmasked Estep 
Score: -20887330.000000 Penalty: 5978.084473
	Iteration 39Q: 3 clusters Score -2.088733e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -20887356.000000 Penalty: 5978.084473
	Iteration 40F: 3 clusters Score -2.088736e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 169469 members 
Entering Unmasked Estep 
Score: -20887366.000000 Penalty: 5978.084473
	Iteration 41Q: 3 clusters Score -2.088737e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 169515 members 
Entering Unmasked Estep 
Score: -20887394.000000 Penalty: 5978.084473
	Iteration 42Q: 3 clusters Score -2.088739e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -20887412.000000 Penalty: 5978.084473
	Iteration 43Q: 3 clusters Score -2.088741e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -20887422.000000 Penalty: 5978.084473
	Iteration 44Q: 3 clusters Score -2.088742e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 169602 members 
Entering Unmasked Estep 
Score: -20887444.000000 Penalty: 5978.084473
	Iteration 45Q: 3 clusters Score -2.088744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -20887472.000000 Penalty: 5978.084473
	Iteration 46Q: 3 clusters Score -2.088747e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 169655 members 
Entering Unmasked Estep 
Score: -20887482.000000 Penalty: 5978.084473
	Iteration 47Q: 3 clusters Score -2.088748e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -20887486.000000 Penalty: 5978.084473
	Iteration 48Q: 3 clusters Score -2.088749e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 169697 members 
Entering Unmasked Estep 
Score: -20887458.000000 Penalty: 5978.084473
	Iteration 49Q: 3 clusters Score -2.088746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -20887476.000000 Penalty: 5978.084473
	Iteration 50Q: 3 clusters Score -2.088748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -20887478.000000 Penalty: 5978.084473
	Iteration 51Q: 3 clusters Score -2.088748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 169713 members 
Entering Unmasked Estep 
Score: -20887478.000000 Penalty: 5978.084473
	Iteration 52Q: 3 clusters Score -2.088748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -20887478.000000 Penalty: 5978.084473
	Iteration 53Q: 3 clusters Score -2.088748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 169731 members 
Entering Unmasked Estep 
Score: -20887500.000000 Penalty: 5978.084473
	Iteration 54Q: 3 clusters Score -2.08875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 169745 members 
Entering Unmasked Estep 
Score: -20887510.000000 Penalty: 5978.084473
	Iteration 55Q: 3 clusters Score -2.088751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 169749 members 
Entering Unmasked Estep 
Score: -20887516.000000 Penalty: 5978.084473
	Iteration 56Q: 3 clusters Score -2.088752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -20887518.000000 Penalty: 5978.084473
	Iteration 57Q: 3 clusters Score -2.088752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 169758 members 
Entering Unmasked Estep 
Score: -20887544.000000 Penalty: 5978.084473
	Iteration 58Q: 3 clusters Score -2.088754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 169757 members 
Entering Unmasked Estep 
Score: -20887544.000000 Penalty: 5978.084473
	Iteration 59Q: 3 clusters Score -2.088754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 169762 members 
Entering Unmasked Estep 
Score: -20887540.000000 Penalty: 5978.084473
	Iteration 60F: 3 clusters Score -2.088754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 169762 members 
Entering Unmasked Estep 
Score: -20887550.000000 Penalty: 5978.084473
	Iteration 61Q: 3 clusters Score -2.088755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 169767 members 
Entering Unmasked Estep 
Score: -20887550.000000 Penalty: 5978.084473
	Iteration 62Q: 3 clusters Score -2.088755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -20887568.000000 Penalty: 5978.084473
	Iteration 63Q: 3 clusters Score -2.088757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -20887576.000000 Penalty: 5978.084473
	Iteration 64Q: 3 clusters Score -2.088758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -20887576.000000 Penalty: 5978.084473
	Iteration 65Q: 3 clusters Score -2.088758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20887586.000000 Penalty: 5978.084473
	Iteration 66Q: 3 clusters Score -2.088759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -20887592.000000 Penalty: 5978.084473
	Iteration 67Q: 3 clusters Score -2.088759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -20887594.000000 Penalty: 5978.084473
	Iteration 68Q: 3 clusters Score -2.088759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -20887582.000000 Penalty: 5978.084473
	Iteration 69Q: 3 clusters Score -2.088758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -20887594.000000 Penalty: 5978.084473
	Iteration 70Q: 3 clusters Score -2.088759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20887582.000000 Penalty: 5978.084473
	Iteration 71Q: 3 clusters Score -2.088758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20887584.000000 Penalty: 5978.084473
	Iteration 72Q: 3 clusters Score -2.088758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20887582.000000 Penalty: 5978.084473
	Iteration 73Q: 3 clusters Score -2.088758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20887576.000000 Penalty: 5978.084473
	Iteration 74Q: 3 clusters Score -2.088758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20887582.000000 Penalty: 5978.084473
	Iteration 75Q: 3 clusters Score -2.088758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -20887588.000000 Penalty: 5978.084473
	Iteration 76Q: 3 clusters Score -2.088759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -20887584.000000 Penalty: 5978.084473
	Iteration 77Q: 3 clusters Score -2.088758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20887580.000000 Penalty: 5978.084473
	Iteration 78Q: 3 clusters Score -2.088758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -20887580.000000 Penalty: 5978.084473
	Iteration 79Q: 3 clusters Score -2.088758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -20887568.000000 Penalty: 5978.084473
	Iteration 80F: 3 clusters Score -2.088757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -20887576.000000 Penalty: 5978.084473
	Iteration 81Q: 3 clusters Score -2.088758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -20887576.000000 Penalty: 5978.084473
	Iteration 82F: 3 clusters Score -2.088758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -1228719.125000 Penalty: 2285.524658
	Iteration 0F: 2 clusters Score -1228719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1221005.375000 Penalty: 4571.049316
	Iteration 0F: 3 clusters Score -1221005 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1223340.250000 Penalty: 4571.049316
	Iteration 1F: 3 clusters Score -1223340 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1223890.500000 Penalty: 4571.049316
	Iteration 2F: 3 clusters Score -1223890 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1224470.625000 Penalty: 4571.049316
	Iteration 3F: 3 clusters Score -1224471 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1225037.125000 Penalty: 4571.049316
	Iteration 4F: 3 clusters Score -1225037 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1225582.000000 Penalty: 4571.049316
	Iteration 5F: 3 clusters Score -1225582 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1225982.000000 Penalty: 4571.049316
	Iteration 6F: 3 clusters Score -1225982 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1226223.750000 Penalty: 4571.049316
	Iteration 7Q: 3 clusters Score -1226224 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1226380.375000 Penalty: 4571.049316
	Iteration 8Q: 3 clusters Score -1226380 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1226482.375000 Penalty: 4571.049316
	Iteration 9Q: 3 clusters Score -1226482 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1226538.000000 Penalty: 4571.049316
	Iteration 10Q: 3 clusters Score -1226538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1226586.125000 Penalty: 4571.049316
	Iteration 11Q: 3 clusters Score -1226586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1226620.000000 Penalty: 4571.049316
	Iteration 12Q: 3 clusters Score -1226620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1226655.500000 Penalty: 4571.049316
	Iteration 13Q: 3 clusters Score -1226656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1226695.000000 Penalty: 4571.049316
	Iteration 14Q: 3 clusters Score -1226695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1226723.500000 Penalty: 4571.049316
	Iteration 15Q: 3 clusters Score -1226724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1226756.750000 Penalty: 4571.049316
	Iteration 16Q: 3 clusters Score -1226757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1226782.250000 Penalty: 4571.049316
	Iteration 17Q: 3 clusters Score -1226782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1226801.125000 Penalty: 4571.049316
	Iteration 18Q: 3 clusters Score -1226801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1226817.875000 Penalty: 4571.049316
	Iteration 19Q: 3 clusters Score -1226818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1226836.125000 Penalty: 4571.049316
	Iteration 20F: 3 clusters Score -1226836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1226847.125000 Penalty: 4571.049316
	Iteration 21Q: 3 clusters Score -1226847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1226868.750000 Penalty: 4571.049316
	Iteration 22Q: 3 clusters Score -1226869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1226884.375000 Penalty: 4571.049316
	Iteration 23Q: 3 clusters Score -1226884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1226899.125000 Penalty: 4571.049316
	Iteration 24Q: 3 clusters Score -1226899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1226908.875000 Penalty: 4571.049316
	Iteration 25Q: 3 clusters Score -1226909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1226932.500000 Penalty: 4571.049316
	Iteration 26Q: 3 clusters Score -1226932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1226952.125000 Penalty: 4571.049316
	Iteration 27Q: 3 clusters Score -1226952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1226971.000000 Penalty: 4571.049316
	Iteration 28Q: 3 clusters Score -1226971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1226980.125000 Penalty: 4571.049316
	Iteration 29Q: 3 clusters Score -1226980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1226993.500000 Penalty: 4571.049316
	Iteration 30Q: 3 clusters Score -1226994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1227010.000000 Penalty: 4571.049316
	Iteration 31Q: 3 clusters Score -1227010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1227021.750000 Penalty: 4571.049316
	Iteration 32Q: 3 clusters Score -1227022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1227025.875000 Penalty: 4571.049316
	Iteration 33Q: 3 clusters Score -1227026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1227031.000000 Penalty: 4571.049316
	Iteration 34Q: 3 clusters Score -1227031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1227038.625000 Penalty: 4571.049316
	Iteration 35Q: 3 clusters Score -1227039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1227040.000000 Penalty: 4571.049316
	Iteration 36Q: 3 clusters Score -1227040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1227048.875000 Penalty: 4571.049316
	Iteration 37Q: 3 clusters Score -1227049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1227055.125000 Penalty: 4571.049316
	Iteration 38Q: 3 clusters Score -1227055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1227062.375000 Penalty: 4571.049316
	Iteration 39Q: 3 clusters Score -1227062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1227067.125000 Penalty: 4571.049316
	Iteration 40F: 3 clusters Score -1227067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1227067.875000 Penalty: 4571.049316
	Iteration 41Q: 3 clusters Score -1227068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1227074.500000 Penalty: 4571.049316
	Iteration 42Q: 3 clusters Score -1227074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1227078.250000 Penalty: 4571.049316
	Iteration 43Q: 3 clusters Score -1227078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1227081.000000 Penalty: 4571.049316
	Iteration 44Q: 3 clusters Score -1227081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1227081.750000 Penalty: 4571.049316
	Iteration 45Q: 3 clusters Score -1227082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1227084.375000 Penalty: 4571.049316
	Iteration 46Q: 3 clusters Score -1227084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1227086.375000 Penalty: 4571.049316
	Iteration 47Q: 3 clusters Score -1227086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1227087.250000 Penalty: 4571.049316
	Iteration 48Q: 3 clusters Score -1227087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1227087.000000 Penalty: 4571.049316
	Iteration 49Q: 3 clusters Score -1227087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1227086.750000 Penalty: 4571.049316
	Iteration 50Q: 3 clusters Score -1227087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1227088.750000 Penalty: 4571.049316
	Iteration 51Q: 3 clusters Score -1227089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1227094.000000 Penalty: 4571.049316
	Iteration 52Q: 3 clusters Score -1227094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1227097.000000 Penalty: 4571.049316
	Iteration 53Q: 3 clusters Score -1227097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1227100.875000 Penalty: 4571.049316
	Iteration 54Q: 3 clusters Score -1227101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1227105.000000 Penalty: 4571.049316
	Iteration 55Q: 3 clusters Score -1227105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1227107.750000 Penalty: 4571.049316
	Iteration 56Q: 3 clusters Score -1227108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1227108.875000 Penalty: 4571.049316
	Iteration 57Q: 3 clusters Score -1227109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1227110.625000 Penalty: 4571.049316
	Iteration 58Q: 3 clusters Score -1227111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1227113.750000 Penalty: 4571.049316
	Iteration 59Q: 3 clusters Score -1227114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1227114.500000 Penalty: 4571.049316
	Iteration 60F: 3 clusters Score -1227114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1227117.875000 Penalty: 4571.049316
	Iteration 61Q: 3 clusters Score -1227118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1227118.500000 Penalty: 4571.049316
	Iteration 62Q: 3 clusters Score -1227118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1227122.625000 Penalty: 4571.049316
	Iteration 63Q: 3 clusters Score -1227123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1227124.750000 Penalty: 4571.049316
	Iteration 64Q: 3 clusters Score -1227125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1227124.750000 Penalty: 4571.049316
	Iteration 65F: 3 clusters Score -1227125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Entering Unmasked Estep 
Score: -866329.375000 Penalty: 2201.417725
	Iteration 0F: 2 clusters Score -866329.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -860553.312500 Penalty: 4402.835449
	Iteration 0F: 3 clusters Score -860553.3 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -862090.750000 Penalty: 4402.835449
	Iteration 1F: 3 clusters Score -862090.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -862342.000000 Penalty: 4402.835449
	Iteration 2F: 3 clusters Score -862342 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -862510.375000 Penalty: 4402.835449
	Iteration 3Q: 3 clusters Score -862510.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -862639.625000 Penalty: 4402.835449
	Iteration 4Q: 3 clusters Score -862639.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -862783.562500 Penalty: 4402.835449
	Iteration 5Q: 3 clusters Score -862783.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -862967.812500 Penalty: 4402.835449
	Iteration 6Q: 3 clusters Score -862967.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -863210.812500 Penalty: 4402.835449
	Iteration 7Q: 3 clusters Score -863210.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -863430.250000 Penalty: 4402.835449
	Iteration 8Q: 3 clusters Score -863430.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -863649.500000 Penalty: 4402.835449
	Iteration 9Q: 3 clusters Score -863649.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -863806.812500 Penalty: 4402.835449
	Iteration 10Q: 3 clusters Score -863806.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -863926.312500 Penalty: 4402.835449
	Iteration 11Q: 3 clusters Score -863926.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -864021.062500 Penalty: 4402.835449
	Iteration 12Q: 3 clusters Score -864021.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -864100.750000 Penalty: 4402.835449
	Iteration 13Q: 3 clusters Score -864100.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -864161.062500 Penalty: 4402.835449
	Iteration 14Q: 3 clusters Score -864161.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -864223.000000 Penalty: 4402.835449
	Iteration 15Q: 3 clusters Score -864223 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -864279.187500 Penalty: 4402.835449
	Iteration 16Q: 3 clusters Score -864279.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -864332.375000 Penalty: 4402.835449
	Iteration 17Q: 3 clusters Score -864332.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -864393.750000 Penalty: 4402.835449
	Iteration 18Q: 3 clusters Score -864393.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -864454.750000 Penalty: 4402.835449
	Iteration 19Q: 3 clusters Score -864454.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -864514.500000 Penalty: 4402.835449
	Iteration 20F: 3 clusters Score -864514.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -864570.562500 Penalty: 4402.835449
	Iteration 21Q: 3 clusters Score -864570.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -864613.375000 Penalty: 4402.835449
	Iteration 22Q: 3 clusters Score -864613.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -864659.000000 Penalty: 4402.835449
	Iteration 23Q: 3 clusters Score -864659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -864701.062500 Penalty: 4402.835449
	Iteration 24Q: 3 clusters Score -864701.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -864735.312500 Penalty: 4402.835449
	Iteration 25Q: 3 clusters Score -864735.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -864760.875000 Penalty: 4402.835449
	Iteration 26Q: 3 clusters Score -864760.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -864781.437500 Penalty: 4402.835449
	Iteration 27Q: 3 clusters Score -864781.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -864801.687500 Penalty: 4402.835449
	Iteration 28Q: 3 clusters Score -864801.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -864821.312500 Penalty: 4402.835449
	Iteration 29Q: 3 clusters Score -864821.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -864839.937500 Penalty: 4402.835449
	Iteration 30Q: 3 clusters Score -864839.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -864856.750000 Penalty: 4402.835449
	Iteration 31Q: 3 clusters Score -864856.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -864870.437500 Penalty: 4402.835449
	Iteration 32Q: 3 clusters Score -864870.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -864882.000000 Penalty: 4402.835449
	Iteration 33Q: 3 clusters Score -864882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -864897.312500 Penalty: 4402.835449
	Iteration 34Q: 3 clusters Score -864897.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -864907.437500 Penalty: 4402.835449
	Iteration 35Q: 3 clusters Score -864907.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -864915.812500 Penalty: 4402.835449
	Iteration 36Q: 3 clusters Score -864915.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -864925.375000 Penalty: 4402.835449
	Iteration 37Q: 3 clusters Score -864925.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -864932.875000 Penalty: 4402.835449
	Iteration 38Q: 3 clusters Score -864932.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -864944.500000 Penalty: 4402.835449
	Iteration 39Q: 3 clusters Score -864944.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -864952.125000 Penalty: 4402.835449
	Iteration 40F: 3 clusters Score -864952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -864953.625000 Penalty: 4402.835449
	Iteration 41Q: 3 clusters Score -864953.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -864957.750000 Penalty: 4402.835449
	Iteration 42Q: 3 clusters Score -864957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -864965.562500 Penalty: 4402.835449
	Iteration 43Q: 3 clusters Score -864965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -864977.062500 Penalty: 4402.835449
	Iteration 44Q: 3 clusters Score -864977.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -864986.562500 Penalty: 4402.835449
	Iteration 45Q: 3 clusters Score -864986.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -865000.062500 Penalty: 4402.835449
	Iteration 46Q: 3 clusters Score -865000.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -865011.375000 Penalty: 4402.835449
	Iteration 47Q: 3 clusters Score -865011.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -865032.875000 Penalty: 4402.835449
	Iteration 48Q: 3 clusters Score -865032.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -865040.750000 Penalty: 4402.835449
	Iteration 49Q: 3 clusters Score -865040.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -865051.937500 Penalty: 4402.835449
	Iteration 50Q: 3 clusters Score -865051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -865055.000000 Penalty: 4402.835449
	Iteration 51Q: 3 clusters Score -865055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -865059.687500 Penalty: 4402.835449
	Iteration 52Q: 3 clusters Score -865059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -865065.187500 Penalty: 4402.835449
	Iteration 53Q: 3 clusters Score -865065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -865070.312500 Penalty: 4402.835449
	Iteration 54Q: 3 clusters Score -865070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -865073.812500 Penalty: 4402.835449
	Iteration 55Q: 3 clusters Score -865073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -865075.375000 Penalty: 4402.835449
	Iteration 56Q: 3 clusters Score -865075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -865075.812500 Penalty: 4402.835449
	Iteration 57Q: 3 clusters Score -865075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -865075.812500 Penalty: 4402.835449
	Iteration 58F: 3 clusters Score -865075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -93554.312500 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -93554.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91744.984375 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -91744.98 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92049.000000 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -92049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92141.648438 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -92141.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92190.101562 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -92190.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92236.531250 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -92236.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92275.328125 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -92275.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92327.054688 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -92327.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92366.656250 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -92366.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92418.515625 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -92418.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92449.187500 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -92449.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92468.078125 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -92468.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92498.335938 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -92498.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92527.484375 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -92527.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92553.445312 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -92553.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92566.320312 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -92566.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92579.945312 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -92579.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92594.515625 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -92594.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92602.257812 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -92602.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92610.640625 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -92610.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92621.359375 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -92621.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92629.671875 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -92629.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92639.148438 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -92639.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92640.242188 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -92640.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92640.242188 Penalty: 3344.468994
	Iteration 23F: 3 clusters Score -92640.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165737 members 
Entering Unmasked Estep 
Score: -20625156.000000 Penalty: 2980.502930
	Iteration 0F: 2 clusters Score -2.062516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -20515656.000000 Penalty: 5961.005859
	Iteration 0F: 3 clusters Score -2.051566e+07 nChanged 79583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -20562052.000000 Penalty: 5961.005859
	Iteration 1F: 3 clusters Score -2.056205e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -20564346.000000 Penalty: 5961.005859
	Iteration 2Q: 3 clusters Score -2.056435e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -20567888.000000 Penalty: 5961.005859
	Iteration 3Q: 3 clusters Score -2.056789e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -20572512.000000 Penalty: 5961.005859
	Iteration 4F: 3 clusters Score -2.057251e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -20578264.000000 Penalty: 5961.005859
	Iteration 5F: 3 clusters Score -2.057826e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -20583928.000000 Penalty: 5961.005859
	Iteration 6F: 3 clusters Score -2.058393e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -20589416.000000 Penalty: 5961.005859
	Iteration 7F: 3 clusters Score -2.058942e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -20594098.000000 Penalty: 5961.005859
	Iteration 8F: 3 clusters Score -2.05941e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -20598478.000000 Penalty: 5961.005859
	Iteration 9Q: 3 clusters Score -2.059848e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -20602432.000000 Penalty: 5961.005859
	Iteration 10Q: 3 clusters Score -2.060243e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -20605630.000000 Penalty: 5961.005859
	Iteration 11Q: 3 clusters Score -2.060563e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -20607996.000000 Penalty: 5961.005859
	Iteration 12Q: 3 clusters Score -2.0608e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
Score: -20609570.000000 Penalty: 5961.005859
	Iteration 13Q: 3 clusters Score -2.060957e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -20610952.000000 Penalty: 5961.005859
	Iteration 14Q: 3 clusters Score -2.061095e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -20612132.000000 Penalty: 5961.005859
	Iteration 15Q: 3 clusters Score -2.061213e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 128117 members 
Entering Unmasked Estep 
Score: -20613558.000000 Penalty: 5961.005859
	Iteration 16Q: 3 clusters Score -2.061356e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 131260 members 
Entering Unmasked Estep 
Score: -20614844.000000 Penalty: 5961.005859
	Iteration 17Q: 3 clusters Score -2.061484e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -20616060.000000 Penalty: 5961.005859
	Iteration 18Q: 3 clusters Score -2.061606e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 137011 members 
Entering Unmasked Estep 
Score: -20617254.000000 Penalty: 5961.005859
	Iteration 19Q: 3 clusters Score -2.061725e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 139563 members 
Entering Unmasked Estep 
Score: -20618468.000000 Penalty: 5961.005859
	Iteration 20F: 3 clusters Score -2.061847e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -20619580.000000 Penalty: 5961.005859
	Iteration 21Q: 3 clusters Score -2.061958e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 143940 members 
Entering Unmasked Estep 
Score: -20620616.000000 Penalty: 5961.005859
	Iteration 22Q: 3 clusters Score -2.062062e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -20621606.000000 Penalty: 5961.005859
	Iteration 23Q: 3 clusters Score -2.062161e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -20622368.000000 Penalty: 5961.005859
	Iteration 24Q: 3 clusters Score -2.062237e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -20622930.000000 Penalty: 5961.005859
	Iteration 25Q: 3 clusters Score -2.062293e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 149576 members 
Entering Unmasked Estep 
Score: -20623346.000000 Penalty: 5961.005859
	Iteration 26Q: 3 clusters Score -2.062335e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 150503 members 
Entering Unmasked Estep 
Score: -20623764.000000 Penalty: 5961.005859
	Iteration 27Q: 3 clusters Score -2.062376e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -20623988.000000 Penalty: 5961.005859
	Iteration 28Q: 3 clusters Score -2.062399e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -20624130.000000 Penalty: 5961.005859
	Iteration 29Q: 3 clusters Score -2.062413e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -20624260.000000 Penalty: 5961.005859
	Iteration 30Q: 3 clusters Score -2.062426e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 153031 members 
Entering Unmasked Estep 
Score: -20624362.000000 Penalty: 5961.005859
	Iteration 31Q: 3 clusters Score -2.062436e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 153461 members 
Entering Unmasked Estep 
Score: -20624428.000000 Penalty: 5961.005859
	Iteration 32Q: 3 clusters Score -2.062443e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -20624518.000000 Penalty: 5961.005859
	Iteration 33Q: 3 clusters Score -2.062452e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -20624500.000000 Penalty: 5961.005859
	Iteration 34Q: 3 clusters Score -2.06245e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -20624502.000000 Penalty: 5961.005859
	Iteration 35Q: 3 clusters Score -2.06245e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -20624556.000000 Penalty: 5961.005859
	Iteration 36Q: 3 clusters Score -2.062456e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -20624580.000000 Penalty: 5961.005859
	Iteration 37Q: 3 clusters Score -2.062458e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -20624572.000000 Penalty: 5961.005859
	Iteration 38Q: 3 clusters Score -2.062457e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -20624610.000000 Penalty: 5961.005859
	Iteration 39Q: 3 clusters Score -2.062461e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -20624624.000000 Penalty: 5961.005859
	Iteration 40F: 3 clusters Score -2.062462e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 155562 members 
Entering Unmasked Estep 
Score: -20624646.000000 Penalty: 5961.005859
	Iteration 41Q: 3 clusters Score -2.062465e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -20624634.000000 Penalty: 5961.005859
	Iteration 42Q: 3 clusters Score -2.062463e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -20624664.000000 Penalty: 5961.005859
	Iteration 43Q: 3 clusters Score -2.062466e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 155845 members 
Entering Unmasked Estep 
Score: -20624684.000000 Penalty: 5961.005859
	Iteration 44Q: 3 clusters Score -2.062468e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -20624684.000000 Penalty: 5961.005859
	Iteration 45Q: 3 clusters Score -2.062468e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 155990 members 
Entering Unmasked Estep 
Score: -20624664.000000 Penalty: 5961.005859
	Iteration 46Q: 3 clusters Score -2.062466e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -20624664.000000 Penalty: 5961.005859
	Iteration 47Q: 3 clusters Score -2.062466e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 156111 members 
Entering Unmasked Estep 
Score: -20624652.000000 Penalty: 5961.005859
	Iteration 48Q: 3 clusters Score -2.062465e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -20624670.000000 Penalty: 5961.005859
	Iteration 49Q: 3 clusters Score -2.062467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 156230 members 
Entering Unmasked Estep 
Score: -20624682.000000 Penalty: 5961.005859
	Iteration 50Q: 3 clusters Score -2.062468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 156283 members 
Entering Unmasked Estep 
Score: -20624668.000000 Penalty: 5961.005859
	Iteration 51Q: 3 clusters Score -2.062467e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 156318 members 
Entering Unmasked Estep 
Score: -20624672.000000 Penalty: 5961.005859
	Iteration 52Q: 3 clusters Score -2.062467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 156346 members 
Entering Unmasked Estep 
Score: -20624686.000000 Penalty: 5961.005859
	Iteration 53Q: 3 clusters Score -2.062469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 156369 members 
Entering Unmasked Estep 
Score: -20624678.000000 Penalty: 5961.005859
	Iteration 54Q: 3 clusters Score -2.062468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -20624686.000000 Penalty: 5961.005859
	Iteration 55Q: 3 clusters Score -2.062469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -20624674.000000 Penalty: 5961.005859
	Iteration 56Q: 3 clusters Score -2.062467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -20624676.000000 Penalty: 5961.005859
	Iteration 57Q: 3 clusters Score -2.062468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -20624666.000000 Penalty: 5961.005859
	Iteration 58Q: 3 clusters Score -2.062467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -20624666.000000 Penalty: 5961.005859
	Iteration 59Q: 3 clusters Score -2.062467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -20624676.000000 Penalty: 5961.005859
	Iteration 60F: 3 clusters Score -2.062468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 156511 members 
Entering Unmasked Estep 
Score: -20624686.000000 Penalty: 5961.005859
	Iteration 61Q: 3 clusters Score -2.062469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -20624682.000000 Penalty: 5961.005859
	Iteration 62Q: 3 clusters Score -2.062468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -20624718.000000 Penalty: 5961.005859
	Iteration 63Q: 3 clusters Score -2.062472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 156557 members 
Entering Unmasked Estep 
Score: -20624716.000000 Penalty: 5961.005859
	Iteration 64Q: 3 clusters Score -2.062472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 156577 members 
Entering Unmasked Estep 
Score: -20624704.000000 Penalty: 5961.005859
	Iteration 65Q: 3 clusters Score -2.06247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 156591 members 
Entering Unmasked Estep 
Score: -20624720.000000 Penalty: 5961.005859
	Iteration 66Q: 3 clusters Score -2.062472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -20624726.000000 Penalty: 5961.005859
	Iteration 67Q: 3 clusters Score -2.062473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -20624734.000000 Penalty: 5961.005859
	Iteration 68Q: 3 clusters Score -2.062473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 156617 members 
Entering Unmasked Estep 
Score: -20624728.000000 Penalty: 5961.005859
	Iteration 69Q: 3 clusters Score -2.062473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -20624720.000000 Penalty: 5961.005859
	Iteration 70Q: 3 clusters Score -2.062472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 156639 members 
Entering Unmasked Estep 
Score: -20624708.000000 Penalty: 5961.005859
	Iteration 71Q: 3 clusters Score -2.062471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -20624714.000000 Penalty: 5961.005859
	Iteration 72Q: 3 clusters Score -2.062471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -20624732.000000 Penalty: 5961.005859
	Iteration 73Q: 3 clusters Score -2.062473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -20624740.000000 Penalty: 5961.005859
	Iteration 74Q: 3 clusters Score -2.062474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -20624728.000000 Penalty: 5961.005859
	Iteration 75Q: 3 clusters Score -2.062473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -20624726.000000 Penalty: 5961.005859
	Iteration 76Q: 3 clusters Score -2.062473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 156701 members 
Entering Unmasked Estep 
Score: -20624714.000000 Penalty: 5961.005859
	Iteration 77Q: 3 clusters Score -2.062471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -20624732.000000 Penalty: 5961.005859
	Iteration 78Q: 3 clusters Score -2.062473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -20624734.000000 Penalty: 5961.005859
	Iteration 79Q: 3 clusters Score -2.062473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 156733 members 
Entering Unmasked Estep 
Score: -20624742.000000 Penalty: 5961.005859
	Iteration 80F: 3 clusters Score -2.062474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 156745 members 
Entering Unmasked Estep 
Score: -20624742.000000 Penalty: 5961.005859
	Iteration 81Q: 3 clusters Score -2.062474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -20624738.000000 Penalty: 5961.005859
	Iteration 82Q: 3 clusters Score -2.062474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -20624724.000000 Penalty: 5961.005859
	Iteration 83Q: 3 clusters Score -2.062472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
Score: -20624724.000000 Penalty: 5961.005859
	Iteration 84Q: 3 clusters Score -2.062472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -20624720.000000 Penalty: 5961.005859
	Iteration 85Q: 3 clusters Score -2.062472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 156783 members 
Entering Unmasked Estep 
Score: -20624726.000000 Penalty: 5961.005859
	Iteration 86Q: 3 clusters Score -2.062473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -20624730.000000 Penalty: 5961.005859
	Iteration 87Q: 3 clusters Score -2.062473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 156790 members 
Entering Unmasked Estep 
Score: -20624744.000000 Penalty: 5961.005859
	Iteration 88Q: 3 clusters Score -2.062474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -20624748.000000 Penalty: 5961.005859
	Iteration 89Q: 3 clusters Score -2.062475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -20624730.000000 Penalty: 5961.005859
	Iteration 90Q: 3 clusters Score -2.062473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -20624718.000000 Penalty: 5961.005859
	Iteration 91Q: 3 clusters Score -2.062472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 156816 members 
Entering Unmasked Estep 
Score: -20624712.000000 Penalty: 5961.005859
	Iteration 92Q: 3 clusters Score -2.062471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -20624714.000000 Penalty: 5961.005859
	Iteration 93Q: 3 clusters Score -2.062471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -20624726.000000 Penalty: 5961.005859
	Iteration 94Q: 3 clusters Score -2.062473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -20624708.000000 Penalty: 5961.005859
	Iteration 95Q: 3 clusters Score -2.062471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 156838 members 
Entering Unmasked Estep 
Score: -20624712.000000 Penalty: 5961.005859
	Iteration 96Q: 3 clusters Score -2.062471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 156842 members 
Entering Unmasked Estep 
Score: -20624708.000000 Penalty: 5961.005859
	Iteration 97Q: 3 clusters Score -2.062471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 156848 members 
Entering Unmasked Estep 
Score: -20624724.000000 Penalty: 5961.005859
	Iteration 98Q: 3 clusters Score -2.062472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 156857 members 
Entering Unmasked Estep 
Score: -20624714.000000 Penalty: 5961.005859
	Iteration 99Q: 3 clusters Score -2.062471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 156864 members 
Entering Unmasked Estep 
Score: -20624708.000000 Penalty: 5961.005859
	Iteration 100F: 3 clusters Score -2.062471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -20624724.000000 Penalty: 5961.005859
	Iteration 101Q: 3 clusters Score -2.062472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -20624716.000000 Penalty: 5961.005859
	Iteration 102Q: 3 clusters Score -2.062472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -20624714.000000 Penalty: 5961.005859
	Iteration 103Q: 3 clusters Score -2.062471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -20624714.000000 Penalty: 5961.005859
	Iteration 104Q: 3 clusters Score -2.062471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -20624714.000000 Penalty: 5961.005859
	Iteration 105F: 3 clusters Score -2.062471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Entering Unmasked Estep 
Score: -3726573.000000 Penalty: 2563.364258
	Iteration 0F: 2 clusters Score -3726573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3705391.000000 Penalty: 5126.728516
	Iteration 0F: 3 clusters Score -3705391 nChanged 13909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3713366.750000 Penalty: 5126.728516
	Iteration 1F: 3 clusters Score -3713367 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3714230.750000 Penalty: 5126.728516
	Iteration 2F: 3 clusters Score -3714231 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3715114.250000 Penalty: 5126.728516
	Iteration 3F: 3 clusters Score -3715114 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3715900.750000 Penalty: 5126.728516
	Iteration 4F: 3 clusters Score -3715901 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3716622.000000 Penalty: 5126.728516
	Iteration 5F: 3 clusters Score -3716622 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3717382.500000 Penalty: 5126.728516
	Iteration 6F: 3 clusters Score -3717382 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3718273.500000 Penalty: 5126.728516
	Iteration 7F: 3 clusters Score -3718274 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3719277.250000 Penalty: 5126.728516
	Iteration 8F: 3 clusters Score -3719277 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3720211.750000 Penalty: 5126.728516
	Iteration 9Q: 3 clusters Score -3720212 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3721124.750000 Penalty: 5126.728516
	Iteration 10Q: 3 clusters Score -3721125 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3721946.250000 Penalty: 5126.728516
	Iteration 11Q: 3 clusters Score -3721946 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3722712.500000 Penalty: 5126.728516
	Iteration 12Q: 3 clusters Score -3722712 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3723404.500000 Penalty: 5126.728516
	Iteration 13Q: 3 clusters Score -3723404 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3723961.000000 Penalty: 5126.728516
	Iteration 14Q: 3 clusters Score -3723961 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3724359.750000 Penalty: 5126.728516
	Iteration 15Q: 3 clusters Score -3724360 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3724661.250000 Penalty: 5126.728516
	Iteration 16Q: 3 clusters Score -3724661 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3724903.500000 Penalty: 5126.728516
	Iteration 17Q: 3 clusters Score -3724904 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3725136.500000 Penalty: 5126.728516
	Iteration 18Q: 3 clusters Score -3725136 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3725375.750000 Penalty: 5126.728516
	Iteration 19Q: 3 clusters Score -3725376 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3725698.750000 Penalty: 5126.728516
	Iteration 20F: 3 clusters Score -3725699 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3726010.000000 Penalty: 5126.728516
	Iteration 21Q: 3 clusters Score -3726010 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3726152.250000 Penalty: 5126.728516
	Iteration 22Q: 3 clusters Score -3726152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3726207.500000 Penalty: 5126.728516
	Iteration 23Q: 3 clusters Score -3726208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3726235.250000 Penalty: 5126.728516
	Iteration 24Q: 3 clusters Score -3726235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3726259.000000 Penalty: 5126.728516
	Iteration 25Q: 3 clusters Score -3726259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3726268.250000 Penalty: 5126.728516
	Iteration 26Q: 3 clusters Score -3726268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3726264.750000 Penalty: 5126.728516
	Iteration 27Q: 3 clusters Score -3726265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3726270.750000 Penalty: 5126.728516
	Iteration 28Q: 3 clusters Score -3726271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3726274.250000 Penalty: 5126.728516
	Iteration 29Q: 3 clusters Score -3726274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3726277.000000 Penalty: 5126.728516
	Iteration 30Q: 3 clusters Score -3726277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3726280.000000 Penalty: 5126.728516
	Iteration 31Q: 3 clusters Score -3726280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3726274.500000 Penalty: 5126.728516
	Iteration 32Q: 3 clusters Score -3726274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3726278.000000 Penalty: 5126.728516
	Iteration 33Q: 3 clusters Score -3726278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3726278.750000 Penalty: 5126.728516
	Iteration 34Q: 3 clusters Score -3726279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3726281.000000 Penalty: 5126.728516
	Iteration 35Q: 3 clusters Score -3726281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3726281.000000 Penalty: 5126.728516
	Iteration 36Q: 3 clusters Score -3726281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3726281.000000 Penalty: 5126.728516
	Iteration 37F: 3 clusters Score -3726281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -641380.812500 Penalty: 2126.854980
	Iteration 0F: 2 clusters Score -641380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -636700.375000 Penalty: 4253.709961
	Iteration 0F: 3 clusters Score -636700.4 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -637792.312500 Penalty: 4253.709961
	Iteration 1F: 3 clusters Score -637792.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -638007.625000 Penalty: 4253.709961
	Iteration 2F: 3 clusters Score -638007.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -638150.187500 Penalty: 4253.709961
	Iteration 3F: 3 clusters Score -638150.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -638261.437500 Penalty: 4253.709961
	Iteration 4Q: 3 clusters Score -638261.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -638348.125000 Penalty: 4253.709961
	Iteration 5Q: 3 clusters Score -638348.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -638421.937500 Penalty: 4253.709961
	Iteration 6Q: 3 clusters Score -638421.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -638496.625000 Penalty: 4253.709961
	Iteration 7Q: 3 clusters Score -638496.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -638566.875000 Penalty: 4253.709961
	Iteration 8Q: 3 clusters Score -638566.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -638635.687500 Penalty: 4253.709961
	Iteration 9Q: 3 clusters Score -638635.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -638703.937500 Penalty: 4253.709961
	Iteration 10Q: 3 clusters Score -638703.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -638782.500000 Penalty: 4253.709961
	Iteration 11Q: 3 clusters Score -638782.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -638864.437500 Penalty: 4253.709961
	Iteration 12Q: 3 clusters Score -638864.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -638940.312500 Penalty: 4253.709961
	Iteration 13Q: 3 clusters Score -638940.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -639007.500000 Penalty: 4253.709961
	Iteration 14Q: 3 clusters Score -639007.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -639073.500000 Penalty: 4253.709961
	Iteration 15Q: 3 clusters Score -639073.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -639127.125000 Penalty: 4253.709961
	Iteration 16Q: 3 clusters Score -639127.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -639183.500000 Penalty: 4253.709961
	Iteration 17Q: 3 clusters Score -639183.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -639248.937500 Penalty: 4253.709961
	Iteration 18Q: 3 clusters Score -639248.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -639314.062500 Penalty: 4253.709961
	Iteration 19Q: 3 clusters Score -639314.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -639389.375000 Penalty: 4253.709961
	Iteration 20F: 3 clusters Score -639389.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -639444.062500 Penalty: 4253.709961
	Iteration 21Q: 3 clusters Score -639444.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -639484.187500 Penalty: 4253.709961
	Iteration 22Q: 3 clusters Score -639484.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -639523.500000 Penalty: 4253.709961
	Iteration 23Q: 3 clusters Score -639523.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -639565.375000 Penalty: 4253.709961
	Iteration 24Q: 3 clusters Score -639565.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -639604.000000 Penalty: 4253.709961
	Iteration 25Q: 3 clusters Score -639604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -639631.812500 Penalty: 4253.709961
	Iteration 26Q: 3 clusters Score -639631.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -639652.062500 Penalty: 4253.709961
	Iteration 27Q: 3 clusters Score -639652.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -639670.812500 Penalty: 4253.709961
	Iteration 28Q: 3 clusters Score -639670.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -639681.812500 Penalty: 4253.709961
	Iteration 29Q: 3 clusters Score -639681.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -639694.437500 Penalty: 4253.709961
	Iteration 30Q: 3 clusters Score -639694.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -639702.375000 Penalty: 4253.709961
	Iteration 31Q: 3 clusters Score -639702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -639710.375000 Penalty: 4253.709961
	Iteration 32Q: 3 clusters Score -639710.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -639716.812500 Penalty: 4253.709961
	Iteration 33Q: 3 clusters Score -639716.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -639724.312500 Penalty: 4253.709961
	Iteration 34Q: 3 clusters Score -639724.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -639727.125000 Penalty: 4253.709961
	Iteration 35Q: 3 clusters Score -639727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -639728.750000 Penalty: 4253.709961
	Iteration 36Q: 3 clusters Score -639728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -639730.687500 Penalty: 4253.709961
	Iteration 37Q: 3 clusters Score -639730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -639730.875000 Penalty: 4253.709961
	Iteration 38Q: 3 clusters Score -639730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -639734.937500 Penalty: 4253.709961
	Iteration 39Q: 3 clusters Score -639734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -639735.812500 Penalty: 4253.709961
	Iteration 40F: 3 clusters Score -639735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -639740.062500 Penalty: 4253.709961
	Iteration 41Q: 3 clusters Score -639740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -639741.312500 Penalty: 4253.709961
	Iteration 42Q: 3 clusters Score -639741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -639741.687500 Penalty: 4253.709961
	Iteration 43Q: 3 clusters Score -639741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -639744.187500 Penalty: 4253.709961
	Iteration 44Q: 3 clusters Score -639744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -639746.312500 Penalty: 4253.709961
	Iteration 45Q: 3 clusters Score -639746.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -639746.687500 Penalty: 4253.709961
	Iteration 46Q: 3 clusters Score -639746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -639746.687500 Penalty: 4253.709961
	Iteration 47F: 3 clusters Score -639746.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -298102.312500 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -298102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -295128.875000 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -295128.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -295678.062500 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -295678.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -295851.781250 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -295851.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -295962.531250 Penalty: 3898.269043
	Iteration 3F: 3 clusters Score -295962.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -296082.875000 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -296082.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -296189.187500 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -296189.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -296273.750000 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -296273.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -296354.156250 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -296354.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -296428.656250 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -296428.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -296487.031250 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -296487 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -296538.500000 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -296538.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -296593.906250 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -296593.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -296633.125000 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -296633.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -296674.500000 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -296674.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -296732.812500 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -296732.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -296772.312500 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -296772.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -296805.093750 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -296805.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -296836.812500 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -296836.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -296872.625000 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -296872.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -296890.343750 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -296890.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -296908.875000 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -296908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -296917.218750 Penalty: 3898.269043
	Iteration 21Q: 3 clusters Score -296917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -296923.625000 Penalty: 3898.269043
	Iteration 22Q: 3 clusters Score -296923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -296927.625000 Penalty: 3898.269043
	Iteration 23Q: 3 clusters Score -296927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -296934.000000 Penalty: 3898.269043
	Iteration 24Q: 3 clusters Score -296934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -296941.281250 Penalty: 3898.269043
	Iteration 25Q: 3 clusters Score -296941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -296947.968750 Penalty: 3898.269043
	Iteration 26Q: 3 clusters Score -296948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -296953.906250 Penalty: 3898.269043
	Iteration 27Q: 3 clusters Score -296953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -296963.218750 Penalty: 3898.269043
	Iteration 28Q: 3 clusters Score -296963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -296970.562500 Penalty: 3898.269043
	Iteration 29Q: 3 clusters Score -296970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -296977.531250 Penalty: 3898.269043
	Iteration 30Q: 3 clusters Score -296977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -296981.718750 Penalty: 3898.269043
	Iteration 31Q: 3 clusters Score -296981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -296984.125000 Penalty: 3898.269043
	Iteration 32Q: 3 clusters Score -296984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -296985.031250 Penalty: 3898.269043
	Iteration 33Q: 3 clusters Score -296985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -296986.218750 Penalty: 3898.269043
	Iteration 34Q: 3 clusters Score -296986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -296986.218750 Penalty: 3898.269043
	Iteration 35F: 3 clusters Score -296986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31327.837891 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31327.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30113.876953 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30113.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30374.501953 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30374.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30512.167969 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30512.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30678.169922 Penalty: 2867.248779
	Iteration 3F: 3 clusters Score -30678.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30815.441406 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30815.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30924.263672 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30924.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31010.496094 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -31010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31079.476562 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -31079.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31193.597656 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -31193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31240.992188 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -31240.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31301.279297 Penalty: 2867.248779
	Iteration 10Q: 3 clusters Score -31301.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31330.285156 Penalty: 2867.248779
	Iteration 11Q: 3 clusters Score -31330.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31384.001953 Penalty: 2867.248779
	Iteration 12Q: 3 clusters Score -31384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31416.724609 Penalty: 2867.248779
	Iteration 13Q: 3 clusters Score -31416.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31442.267578 Penalty: 2867.248779
	Iteration 14F: 3 clusters Score -31442.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31572.625000 Penalty: 2867.248779
	Iteration 15Q: 3 clusters Score -31572.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31572.625000 Penalty: 2867.248779
	Iteration 16F: 3 clusters Score -31572.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 172895 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 39363 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 179354 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 32133 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46295 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 171543 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 165737 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 110 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 214 members 
Entering Unmasked Estep 
Score: -124229432.000000 Penalty: 96178.070312
Splitting cluster 25 changes total score from -124230896.000000 to -124229432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -823263.437500 Penalty: 2187.496826
	Iteration 0F: 2 clusters Score -823263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -817651.062500 Penalty: 4374.993652
	Iteration 0F: 3 clusters Score -817651.1 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -819067.250000 Penalty: 4374.993652
	Iteration 1F: 3 clusters Score -819067.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -819301.437500 Penalty: 4374.993652
	Iteration 2F: 3 clusters Score -819301.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -819454.062500 Penalty: 4374.993652
	Iteration 3Q: 3 clusters Score -819454.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -819567.500000 Penalty: 4374.993652
	Iteration 4Q: 3 clusters Score -819567.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -819663.312500 Penalty: 4374.993652
	Iteration 5Q: 3 clusters Score -819663.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -819741.250000 Penalty: 4374.993652
	Iteration 6Q: 3 clusters Score -819741.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -819809.312500 Penalty: 4374.993652
	Iteration 7Q: 3 clusters Score -819809.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -819868.687500 Penalty: 4374.993652
	Iteration 8Q: 3 clusters Score -819868.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -819922.500000 Penalty: 4374.993652
	Iteration 9Q: 3 clusters Score -819922.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -819968.562500 Penalty: 4374.993652
	Iteration 10Q: 3 clusters Score -819968.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -820012.562500 Penalty: 4374.993652
	Iteration 11Q: 3 clusters Score -820012.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -820057.812500 Penalty: 4374.993652
	Iteration 12Q: 3 clusters Score -820057.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -820107.500000 Penalty: 4374.993652
	Iteration 13Q: 3 clusters Score -820107.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -820169.687500 Penalty: 4374.993652
	Iteration 14Q: 3 clusters Score -820169.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -820238.000000 Penalty: 4374.993652
	Iteration 15Q: 3 clusters Score -820238 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -820308.125000 Penalty: 4374.993652
	Iteration 16Q: 3 clusters Score -820308.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -820370.062500 Penalty: 4374.993652
	Iteration 17Q: 3 clusters Score -820370.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -820455.750000 Penalty: 4374.993652
	Iteration 18Q: 3 clusters Score -820455.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -820536.875000 Penalty: 4374.993652
	Iteration 19Q: 3 clusters Score -820536.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -820635.125000 Penalty: 4374.993652
	Iteration 20F: 3 clusters Score -820635.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -820737.500000 Penalty: 4374.993652
	Iteration 21Q: 3 clusters Score -820737.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -820834.750000 Penalty: 4374.993652
	Iteration 22Q: 3 clusters Score -820834.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -820912.750000 Penalty: 4374.993652
	Iteration 23Q: 3 clusters Score -820912.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -820981.812500 Penalty: 4374.993652
	Iteration 24Q: 3 clusters Score -820981.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -821040.250000 Penalty: 4374.993652
	Iteration 25Q: 3 clusters Score -821040.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -821101.875000 Penalty: 4374.993652
	Iteration 26Q: 3 clusters Score -821101.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -821165.250000 Penalty: 4374.993652
	Iteration 27Q: 3 clusters Score -821165.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -821228.687500 Penalty: 4374.993652
	Iteration 28Q: 3 clusters Score -821228.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -821280.375000 Penalty: 4374.993652
	Iteration 29Q: 3 clusters Score -821280.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -821299.375000 Penalty: 4374.993652
	Iteration 30Q: 3 clusters Score -821299.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -821314.625000 Penalty: 4374.993652
	Iteration 31Q: 3 clusters Score -821314.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -821324.000000 Penalty: 4374.993652
	Iteration 32Q: 3 clusters Score -821324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -821327.562500 Penalty: 4374.993652
	Iteration 33Q: 3 clusters Score -821327.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -821333.437500 Penalty: 4374.993652
	Iteration 34Q: 3 clusters Score -821333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -821336.500000 Penalty: 4374.993652
	Iteration 35Q: 3 clusters Score -821336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -821340.937500 Penalty: 4374.993652
	Iteration 36Q: 3 clusters Score -821340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -821344.875000 Penalty: 4374.993652
	Iteration 37Q: 3 clusters Score -821344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -821351.875000 Penalty: 4374.993652
	Iteration 38Q: 3 clusters Score -821351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -821353.687500 Penalty: 4374.993652
	Iteration 39Q: 3 clusters Score -821353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -821356.375000 Penalty: 4374.993652
	Iteration 40F: 3 clusters Score -821356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -821358.062500 Penalty: 4374.993652
	Iteration 41Q: 3 clusters Score -821358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -821358.062500 Penalty: 4374.993652
	Iteration 42F: 3 clusters Score -821358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -42329.691406 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -42329.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41010.585938 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -41010.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41328.472656 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -41328.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41753.046875 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -41753.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41938.113281 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -41938.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42039.339844 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -42039.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42211.082031 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -42211.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42300.218750 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -42300.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42356.378906 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -42356.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42374.632812 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -42374.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42395.402344 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -42395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42420.046875 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -42420.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42426.800781 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -42426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42427.027344 Penalty: 3027.977295
	Iteration 12F: 3 clusters Score -42427.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42446.863281 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -42446.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42458.996094 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -42459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42468.527344 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -42468.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42487.417969 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -42487.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42498.527344 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -42498.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42505.625000 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -42505.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42508.656250 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -42508.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42524.117188 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -42524.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42620.496094 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -42620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42651.253906 Penalty: 3027.977295
	Iteration 22Q: 3 clusters Score -42651.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42659.421875 Penalty: 3027.977295
	Iteration 23Q: 3 clusters Score -42659.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42671.484375 Penalty: 3027.977295
	Iteration 24Q: 3 clusters Score -42671.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42677.289062 Penalty: 3027.977295
	Iteration 25Q: 3 clusters Score -42677.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42679.589844 Penalty: 3027.977295
	Iteration 26Q: 3 clusters Score -42679.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42679.589844 Penalty: 3027.977295
	Iteration 27F: 3 clusters Score -42679.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 172895 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 39363 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 179354 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 32133 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46295 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 171543 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 165737 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 176 members 
Mstep: Class 28 contains 272 members 
Entering Unmasked Estep 
Score: -124229656.000000 Penalty: 96178.070312
Splitting cluster 27 changes total score from -124230896.000000 to -124229656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 172895 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 39363 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 179354 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 32133 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 46295 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 171543 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 165737 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231232.000000 Penalty: 92743.140625
Iteration 199Q: 28 clusters Score -1.242312e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 172233 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 39276 members 
Mstep: Class 8 contains 8765 members 
Mstep: Class 9 contains 178938 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 32130 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29574 members 
Mstep: Class 14 contains 46257 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7296 members 
Mstep: Class 17 contains 171534 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 166980 members 
Mstep: Class 22 contains 30814 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6767 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124231648.000000 Penalty: 92743.140625
Iteration 200F: 28 clusters Score -1.242316e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 171567 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 39171 members 
Mstep: Class 8 contains 8766 members 
Mstep: Class 9 contains 178499 members 
Mstep: Class 10 contains 6721 members 
Mstep: Class 11 contains 32129 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29576 members 
Mstep: Class 14 contains 46220 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7295 members 
Mstep: Class 17 contains 171533 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 168241 members 
Mstep: Class 22 contains 30810 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6766 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232048.000000 Penalty: 92743.140625
Iteration 201Q: 28 clusters Score -1.24232e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 171016 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 39063 members 
Mstep: Class 8 contains 8759 members 
Mstep: Class 9 contains 178052 members 
Mstep: Class 10 contains 6714 members 
Mstep: Class 11 contains 32131 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29577 members 
Mstep: Class 14 contains 46194 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7287 members 
Mstep: Class 17 contains 171510 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 169412 members 
Mstep: Class 22 contains 30810 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6765 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232440.000000 Penalty: 92743.140625
Iteration 202Q: 28 clusters Score -1.242324e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 170558 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 38945 members 
Mstep: Class 8 contains 8754 members 
Mstep: Class 9 contains 177550 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 32132 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29579 members 
Mstep: Class 14 contains 46171 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 171489 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 170531 members 
Mstep: Class 22 contains 30825 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6757 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233016.000000 Penalty: 92743.140625
Iteration 203Q: 28 clusters Score -1.24233e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 170161 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 7 contains 38833 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 177018 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 32130 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29580 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7277 members 
Mstep: Class 17 contains 171454 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 171611 members 
Mstep: Class 22 contains 30829 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6752 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124232848.000000 Penalty: 92743.140625
Iteration 204Q: 28 clusters Score -1.242328e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 169885 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 38739 members 
Mstep: Class 8 contains 8766 members 
Mstep: Class 9 contains 176454 members 
Mstep: Class 10 contains 6697 members 
Mstep: Class 11 contains 32131 members 
Mstep: Class 12 contains 20719 members 
Mstep: Class 13 contains 29580 members 
Mstep: Class 14 contains 46172 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 171438 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 172564 members 
Mstep: Class 22 contains 30831 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6750 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233184.000000 Penalty: 92743.140625
Iteration 205Q: 28 clusters Score -1.242332e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 169789 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 53789 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 38655 members 
Mstep: Class 8 contains 8758 members 
Mstep: Class 9 contains 175973 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29584 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 171419 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 173280 members 
Mstep: Class 22 contains 30825 members 
Mstep: Class 23 contains 5291 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6750 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233720.000000 Penalty: 92743.140625
Iteration 206Q: 28 clusters Score -1.242337e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 169731 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 38597 members 
Mstep: Class 8 contains 8761 members 
Mstep: Class 9 contains 175523 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 20719 members 
Mstep: Class 13 contains 29585 members 
Mstep: Class 14 contains 46169 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 171391 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 173888 members 
Mstep: Class 22 contains 30832 members 
Mstep: Class 23 contains 5290 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6734 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233648.000000 Penalty: 92743.140625
Iteration 207Q: 28 clusters Score -1.242336e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 169800 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53792 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 38530 members 
Mstep: Class 8 contains 8754 members 
Mstep: Class 9 contains 175081 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 32129 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29588 members 
Mstep: Class 14 contains 46153 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 171354 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 174397 members 
Mstep: Class 22 contains 30842 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6731 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234200.000000 Penalty: 92743.140625
Iteration 208Q: 28 clusters Score -1.242342e+08 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 169967 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 53795 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 38460 members 
Mstep: Class 8 contains 8758 members 
Mstep: Class 9 contains 174623 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29588 members 
Mstep: Class 14 contains 46145 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7231 members 
Mstep: Class 17 contains 171337 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7170 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174780 members 
Mstep: Class 22 contains 30855 members 
Mstep: Class 23 contains 5291 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6724 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234576.000000 Penalty: 92743.140625
Iteration 209Q: 28 clusters Score -1.242346e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 170251 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 53796 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 38393 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 174178 members 
Mstep: Class 10 contains 6699 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 20715 members 
Mstep: Class 13 contains 29591 members 
Mstep: Class 14 contains 46143 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 17 contains 171287 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175076 members 
Mstep: Class 22 contains 30861 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6720 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234944.000000 Penalty: 92743.140625
Iteration 210Q: 28 clusters Score -1.242349e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 170552 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 53799 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 38344 members 
Mstep: Class 8 contains 8738 members 
Mstep: Class 9 contains 173646 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 29596 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7215 members 
Mstep: Class 17 contains 171238 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175392 members 
Mstep: Class 22 contains 30870 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6710 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235656.000000 Penalty: 92743.140625
Iteration 211Q: 28 clusters Score -1.242357e+08 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 170936 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 53799 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 8728 members 
Mstep: Class 9 contains 173083 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 32131 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29597 members 
Mstep: Class 14 contains 46208 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7214 members 
Mstep: Class 17 contains 171205 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175584 members 
Mstep: Class 22 contains 30894 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6701 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124236456.000000 Penalty: 92743.140625
Iteration 212Q: 28 clusters Score -1.242365e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 171427 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 53799 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 38236 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 172493 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 32135 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29600 members 
Mstep: Class 14 contains 46232 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 171180 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175762 members 
Mstep: Class 22 contains 30914 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6699 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124237080.000000 Penalty: 92743.140625
Iteration 213Q: 28 clusters Score -1.242371e+08 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 172055 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 53800 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 38136 members 
Mstep: Class 8 contains 8707 members 
Mstep: Class 9 contains 171846 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 32133 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29603 members 
Mstep: Class 14 contains 46268 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7199 members 
Mstep: Class 17 contains 171133 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175883 members 
Mstep: Class 22 contains 30950 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6698 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124238144.000000 Penalty: 92743.140625
Iteration 214Q: 28 clusters Score -1.242381e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 172733 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 8200 members 
Mstep: Class 5 contains 53800 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 38045 members 
Mstep: Class 8 contains 8692 members 
Mstep: Class 9 contains 171134 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 32135 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 29607 members 
Mstep: Class 14 contains 46306 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7193 members 
Mstep: Class 17 contains 171065 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 176051 members 
Mstep: Class 22 contains 30968 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6693 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239648.000000 Penalty: 92743.140625
Iteration 215Q: 28 clusters Score -1.242396e+08 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 173451 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 53799 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 37978 members 
Mstep: Class 8 contains 8688 members 
Mstep: Class 9 contains 170455 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 32137 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29606 members 
Mstep: Class 14 contains 46334 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7179 members 
Mstep: Class 17 contains 171013 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 176128 members 
Mstep: Class 22 contains 30978 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240072.000000 Penalty: 92743.140625
Iteration 216Q: 28 clusters Score -1.242401e+08 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 174351 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 8200 members 
Mstep: Class 5 contains 53802 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 37929 members 
Mstep: Class 8 contains 8695 members 
Mstep: Class 9 contains 169770 members 
Mstep: Class 10 contains 6701 members 
Mstep: Class 11 contains 32137 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 29603 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7166 members 
Mstep: Class 17 contains 170944 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 176006 members 
Mstep: Class 22 contains 30998 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6670 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240896.000000 Penalty: 92743.140625
Iteration 217Q: 28 clusters Score -1.242409e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 175315 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 53803 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 37865 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 169109 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 32141 members 
Mstep: Class 12 contains 20721 members 
Mstep: Class 13 contains 29604 members 
Mstep: Class 14 contains 46372 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7151 members 
Mstep: Class 17 contains 170875 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175809 members 
Mstep: Class 22 contains 31039 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6671 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241624.000000 Penalty: 92743.140625
Iteration 218Q: 28 clusters Score -1.242416e+08 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 176390 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 53805 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 37785 members 
Mstep: Class 8 contains 8688 members 
Mstep: Class 9 contains 168541 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 32139 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29600 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 17 contains 170793 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175444 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6664 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242096.000000 Penalty: 92743.140625
Iteration 219Q: 28 clusters Score -1.242421e+08 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 177363 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 53805 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 37704 members 
Mstep: Class 8 contains 8686 members 
Mstep: Class 9 contains 168156 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 32136 members 
Mstep: Class 12 contains 20721 members 
Mstep: Class 13 contains 29596 members 
Mstep: Class 14 contains 46394 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7141 members 
Mstep: Class 17 contains 170743 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174952 members 
Mstep: Class 22 contains 31092 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6666 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243104.000000 Penalty: 92743.140625
Iteration 220F: 28 clusters Score -1.242431e+08 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 178110 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 53805 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 37678 members 
Mstep: Class 8 contains 8680 members 
Mstep: Class 9 contains 167863 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 32130 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29595 members 
Mstep: Class 14 contains 46371 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 170692 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174588 members 
Mstep: Class 22 contains 31118 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6671 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244032.000000 Penalty: 92743.140625
Iteration 221Q: 28 clusters Score -1.24244e+08 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 178744 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8220 members 
Mstep: Class 5 contains 53805 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 37597 members 
Mstep: Class 8 contains 8663 members 
Mstep: Class 9 contains 167672 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 32125 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 29597 members 
Mstep: Class 14 contains 46368 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 170588 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7170 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174333 members 
Mstep: Class 22 contains 31140 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6671 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245104.000000 Penalty: 92743.140625
Iteration 222Q: 28 clusters Score -1.242451e+08 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 179233 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8223 members 
Mstep: Class 5 contains 53805 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 37527 members 
Mstep: Class 8 contains 8656 members 
Mstep: Class 9 contains 167557 members 
Mstep: Class 10 contains 6654 members 
Mstep: Class 11 contains 32124 members 
Mstep: Class 12 contains 20721 members 
Mstep: Class 13 contains 29596 members 
Mstep: Class 14 contains 46366 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 170487 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174125 members 
Mstep: Class 22 contains 31168 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6665 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245912.000000 Penalty: 92743.140625
Iteration 223Q: 28 clusters Score -1.242459e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 179574 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 53805 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 37521 members 
Mstep: Class 8 contains 8647 members 
Mstep: Class 9 contains 167516 members 
Mstep: Class 10 contains 6645 members 
Mstep: Class 11 contains 32122 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 29599 members 
Mstep: Class 14 contains 46352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 170371 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 173970 members 
Mstep: Class 22 contains 31191 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6664 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246896.000000 Penalty: 92743.140625
Iteration 224Q: 28 clusters Score -1.242469e+08 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 179732 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 5 contains 53804 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 37511 members 
Mstep: Class 8 contains 8629 members 
Mstep: Class 9 contains 167517 members 
Mstep: Class 10 contains 6640 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 29602 members 
Mstep: Class 14 contains 46325 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7152 members 
Mstep: Class 17 contains 170274 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 173957 members 
Mstep: Class 22 contains 31217 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6658 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247864.000000 Penalty: 92743.140625
Iteration 225Q: 28 clusters Score -1.242479e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 179758 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 53804 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 37480 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 167581 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 32109 members 
Mstep: Class 12 contains 20715 members 
Mstep: Class 13 contains 29603 members 
Mstep: Class 14 contains 46291 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7155 members 
Mstep: Class 17 contains 170151 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174060 members 
Mstep: Class 22 contains 31242 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6655 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248184.000000 Penalty: 92743.140625
Iteration 226Q: 28 clusters Score -1.242482e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 179642 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8217 members 
Mstep: Class 5 contains 53804 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 37444 members 
Mstep: Class 8 contains 8605 members 
Mstep: Class 9 contains 167684 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 32104 members 
Mstep: Class 12 contains 20715 members 
Mstep: Class 13 contains 29602 members 
Mstep: Class 14 contains 46250 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7155 members 
Mstep: Class 17 contains 170046 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7180 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174286 members 
Mstep: Class 22 contains 31253 members 
Mstep: Class 23 contains 5290 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6657 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124248720.000000 Penalty: 92743.140625
Iteration 227Q: 28 clusters Score -1.242487e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 179404 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 53804 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 37386 members 
Mstep: Class 8 contains 8601 members 
Mstep: Class 9 contains 167856 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 32094 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 29602 members 
Mstep: Class 14 contains 46192 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7152 members 
Mstep: Class 17 contains 169949 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174600 members 
Mstep: Class 22 contains 31242 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6650 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249152.000000 Penalty: 92743.140625
Iteration 228Q: 28 clusters Score -1.242492e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 178983 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 8222 members 
Mstep: Class 5 contains 53806 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 37327 members 
Mstep: Class 8 contains 8597 members 
Mstep: Class 9 contains 168106 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 29603 members 
Mstep: Class 14 contains 46142 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7144 members 
Mstep: Class 17 contains 169856 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7181 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 174984 members 
Mstep: Class 22 contains 31248 members 
Mstep: Class 23 contains 5291 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6641 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124249736.000000 Penalty: 92743.140625
Iteration 229Q: 28 clusters Score -1.242497e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 178424 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 53807 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 37219 members 
Mstep: Class 8 contains 8587 members 
Mstep: Class 9 contains 168444 members 
Mstep: Class 10 contains 6610 members 
Mstep: Class 11 contains 32081 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 29606 members 
Mstep: Class 14 contains 46118 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7141 members 
Mstep: Class 17 contains 169780 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7180 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175447 members 
Mstep: Class 22 contains 31248 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6632 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250432.000000 Penalty: 92743.140625
Iteration 230Q: 28 clusters Score -1.242504e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 177835 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 8225 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 37092 members 
Mstep: Class 8 contains 8567 members 
Mstep: Class 9 contains 168861 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 32078 members 
Mstep: Class 12 contains 20710 members 
Mstep: Class 13 contains 29611 members 
Mstep: Class 14 contains 46076 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 169719 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7181 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 175896 members 
Mstep: Class 22 contains 31238 members 
Mstep: Class 23 contains 5288 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6637 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250792.000000 Penalty: 92743.140625
Iteration 231Q: 28 clusters Score -1.242508e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 177245 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 8229 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 36992 members 
Mstep: Class 8 contains 8557 members 
Mstep: Class 9 contains 169267 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 32075 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 29611 members 
Mstep: Class 14 contains 46030 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 169647 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 176343 members 
Mstep: Class 22 contains 31214 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6644 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124250888.000000 Penalty: 92743.140625
Iteration 232Q: 28 clusters Score -1.242509e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 176612 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 36894 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 169699 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 32075 members 
Mstep: Class 12 contains 20703 members 
Mstep: Class 13 contains 29622 members 
Mstep: Class 14 contains 45974 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7123 members 
Mstep: Class 17 contains 169594 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 176792 members 
Mstep: Class 22 contains 31199 members 
Mstep: Class 23 contains 5284 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6645 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251304.000000 Penalty: 92743.140625
Iteration 233Q: 28 clusters Score -1.242513e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 175890 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8237 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 8518 members 
Mstep: Class 9 contains 170169 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 32075 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29635 members 
Mstep: Class 14 contains 45916 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7123 members 
Mstep: Class 17 contains 169562 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7193 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 177253 members 
Mstep: Class 22 contains 31182 members 
Mstep: Class 23 contains 5283 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6645 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251680.000000 Penalty: 92743.140625
Iteration 234Q: 28 clusters Score -1.242517e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 175237 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 36739 members 
Mstep: Class 8 contains 8496 members 
Mstep: Class 9 contains 170652 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29643 members 
Mstep: Class 14 contains 45863 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 169555 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 177587 members 
Mstep: Class 22 contains 31163 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6645 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251560.000000 Penalty: 92743.140625
Iteration 235Q: 28 clusters Score -1.242516e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 174594 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8242 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 36660 members 
Mstep: Class 8 contains 8484 members 
Mstep: Class 9 contains 171142 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 32073 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29649 members 
Mstep: Class 14 contains 45818 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 169530 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 177906 members 
Mstep: Class 22 contains 31143 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6644 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251720.000000 Penalty: 92743.140625
Iteration 236Q: 28 clusters Score -1.242517e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 173977 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8247 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 36569 members 
Mstep: Class 8 contains 8476 members 
Mstep: Class 9 contains 171644 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29650 members 
Mstep: Class 14 contains 45798 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 169503 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 178195 members 
Mstep: Class 22 contains 31114 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6633 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251744.000000 Penalty: 92743.140625
Iteration 237Q: 28 clusters Score -1.242517e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 173308 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 8470 members 
Mstep: Class 9 contains 172103 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20701 members 
Mstep: Class 13 contains 29652 members 
Mstep: Class 14 contains 45772 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 169487 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 178546 members 
Mstep: Class 22 contains 31093 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124251896.000000 Penalty: 92743.140625
Iteration 238Q: 28 clusters Score -1.242519e+08 nChanged 2072
Entering ConstructFrom: 
Score: -124251896.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Entering Unmasked Estep 
Score: -2099256.750000 Penalty: 2424.573486
	Iteration 0F: 2 clusters Score -2099257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2086719.875000 Penalty: 4849.146973
	Iteration 0F: 3 clusters Score -2086720 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2090981.750000 Penalty: 4849.146973
	Iteration 1F: 3 clusters Score -2090982 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2091485.750000 Penalty: 4849.146973
	Iteration 2F: 3 clusters Score -2091486 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2092007.750000 Penalty: 4849.146973
	Iteration 3F: 3 clusters Score -2092008 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2092508.000000 Penalty: 4849.146973
	Iteration 4F: 3 clusters Score -2092508 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2092994.375000 Penalty: 4849.146973
	Iteration 5Q: 3 clusters Score -2092994 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2093441.625000 Penalty: 4849.146973
	Iteration 6Q: 3 clusters Score -2093442 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2093868.125000 Penalty: 4849.146973
	Iteration 7Q: 3 clusters Score -2093868 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2094249.750000 Penalty: 4849.146973
	Iteration 8Q: 3 clusters Score -2094250 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2094605.375000 Penalty: 4849.146973
	Iteration 9Q: 3 clusters Score -2094605 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2094926.625000 Penalty: 4849.146973
	Iteration 10Q: 3 clusters Score -2094927 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2095178.250000 Penalty: 4849.146973
	Iteration 11Q: 3 clusters Score -2095178 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2095386.125000 Penalty: 4849.146973
	Iteration 12Q: 3 clusters Score -2095386 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2095558.500000 Penalty: 4849.146973
	Iteration 13Q: 3 clusters Score -2095558 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2095719.125000 Penalty: 4849.146973
	Iteration 14Q: 3 clusters Score -2095719 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2095903.000000 Penalty: 4849.146973
	Iteration 15Q: 3 clusters Score -2095903 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2096109.750000 Penalty: 4849.146973
	Iteration 16Q: 3 clusters Score -2096110 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2096303.625000 Penalty: 4849.146973
	Iteration 17Q: 3 clusters Score -2096304 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2096482.625000 Penalty: 4849.146973
	Iteration 18Q: 3 clusters Score -2096483 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2096664.250000 Penalty: 4849.146973
	Iteration 19Q: 3 clusters Score -2096664 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2096839.625000 Penalty: 4849.146973
	Iteration 20F: 3 clusters Score -2096840 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2097073.500000 Penalty: 4849.146973
	Iteration 21Q: 3 clusters Score -2097074 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2097402.500000 Penalty: 4849.146973
	Iteration 22Q: 3 clusters Score -2097402 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2097807.750000 Penalty: 4849.146973
	Iteration 23Q: 3 clusters Score -2097808 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2098117.000000 Penalty: 4849.146973
	Iteration 24Q: 3 clusters Score -2098117 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2098261.250000 Penalty: 4849.146973
	Iteration 25Q: 3 clusters Score -2098261 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2098347.750000 Penalty: 4849.146973
	Iteration 26Q: 3 clusters Score -2098348 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2098414.500000 Penalty: 4849.146973
	Iteration 27Q: 3 clusters Score -2098414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2098447.750000 Penalty: 4849.146973
	Iteration 28Q: 3 clusters Score -2098448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2098464.250000 Penalty: 4849.146973
	Iteration 29Q: 3 clusters Score -2098464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2098478.250000 Penalty: 4849.146973
	Iteration 30Q: 3 clusters Score -2098478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2098485.500000 Penalty: 4849.146973
	Iteration 31Q: 3 clusters Score -2098486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2098492.750000 Penalty: 4849.146973
	Iteration 32Q: 3 clusters Score -2098493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2098495.750000 Penalty: 4849.146973
	Iteration 33Q: 3 clusters Score -2098496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2098497.750000 Penalty: 4849.146973
	Iteration 34Q: 3 clusters Score -2098498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2098500.000000 Penalty: 4849.146973
	Iteration 35Q: 3 clusters Score -2098500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2098502.000000 Penalty: 4849.146973
	Iteration 36Q: 3 clusters Score -2098502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2098504.000000 Penalty: 4849.146973
	Iteration 37Q: 3 clusters Score -2098504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2098507.250000 Penalty: 4849.146973
	Iteration 38Q: 3 clusters Score -2098507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2098514.500000 Penalty: 4849.146973
	Iteration 39Q: 3 clusters Score -2098514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2098520.250000 Penalty: 4849.146973
	Iteration 40F: 3 clusters Score -2098520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2098520.750000 Penalty: 4849.146973
	Iteration 41Q: 3 clusters Score -2098521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2098523.750000 Penalty: 4849.146973
	Iteration 42Q: 3 clusters Score -2098524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2098528.000000 Penalty: 4849.146973
	Iteration 43Q: 3 clusters Score -2098528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2098526.250000 Penalty: 4849.146973
	Iteration 44Q: 3 clusters Score -2098526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2098529.750000 Penalty: 4849.146973
	Iteration 45Q: 3 clusters Score -2098530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2098532.750000 Penalty: 4849.146973
	Iteration 46Q: 3 clusters Score -2098533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2098533.000000 Penalty: 4849.146973
	Iteration 47Q: 3 clusters Score -2098533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2098533.000000 Penalty: 4849.146973
	Iteration 48Q: 3 clusters Score -2098533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2098537.250000 Penalty: 4849.146973
	Iteration 49Q: 3 clusters Score -2098537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2098534.750000 Penalty: 4849.146973
	Iteration 50Q: 3 clusters Score -2098535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2098535.250000 Penalty: 4849.146973
	Iteration 51Q: 3 clusters Score -2098535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2098536.250000 Penalty: 4849.146973
	Iteration 52Q: 3 clusters Score -2098536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2098535.750000 Penalty: 4849.146973
	Iteration 53Q: 3 clusters Score -2098536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2098538.750000 Penalty: 4849.146973
	Iteration 54Q: 3 clusters Score -2098539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2098543.750000 Penalty: 4849.146973
	Iteration 55Q: 3 clusters Score -2098544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2098545.000000 Penalty: 4849.146973
	Iteration 56Q: 3 clusters Score -2098545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2098546.000000 Penalty: 4849.146973
	Iteration 57Q: 3 clusters Score -2098546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2098546.500000 Penalty: 4849.146973
	Iteration 58Q: 3 clusters Score -2098546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2098550.750000 Penalty: 4849.146973
	Iteration 59Q: 3 clusters Score -2098551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2098548.250000 Penalty: 4849.146973
	Iteration 60F: 3 clusters Score -2098548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2098550.750000 Penalty: 4849.146973
	Iteration 61Q: 3 clusters Score -2098551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2098549.250000 Penalty: 4849.146973
	Iteration 62Q: 3 clusters Score -2098549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2098549.250000 Penalty: 4849.146973
	Iteration 63F: 3 clusters Score -2098549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Entering Unmasked Estep 
Score: -21285772.000000 Penalty: 2990.674805
	Iteration 0F: 2 clusters Score -2.128577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -21172730.000000 Penalty: 5981.349609
	Iteration 0F: 3 clusters Score -2.117273e+07 nChanged 82670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -21220508.000000 Penalty: 5981.349609
	Iteration 1F: 3 clusters Score -2.122051e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -21221744.000000 Penalty: 5981.349609
	Iteration 2Q: 3 clusters Score -2.122174e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -21223432.000000 Penalty: 5981.349609
	Iteration 3Q: 3 clusters Score -2.122343e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97460 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -21226220.000000 Penalty: 5981.349609
	Iteration 4Q: 3 clusters Score -2.122622e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -21230354.000000 Penalty: 5981.349609
	Iteration 5Q: 3 clusters Score -2.123035e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -21236558.000000 Penalty: 5981.349609
	Iteration 6F: 3 clusters Score -2.123656e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -21244536.000000 Penalty: 5981.349609
	Iteration 7F: 3 clusters Score -2.124454e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126058 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5981.349609
	Iteration 8F: 3 clusters Score -2.125314e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133339 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -21261232.000000 Penalty: 5981.349609
	Iteration 9F: 3 clusters Score -2.126123e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139032 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -21267286.000000 Penalty: 5981.349609
	Iteration 10Q: 3 clusters Score -2.126729e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143416 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -21271456.000000 Penalty: 5981.349609
	Iteration 11Q: 3 clusters Score -2.127146e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146938 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -21274558.000000 Penalty: 5981.349609
	Iteration 12Q: 3 clusters Score -2.127456e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -21276658.000000 Penalty: 5981.349609
	Iteration 13Q: 3 clusters Score -2.127666e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152557 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -21278178.000000 Penalty: 5981.349609
	Iteration 14Q: 3 clusters Score -2.127818e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -21279234.000000 Penalty: 5981.349609
	Iteration 15Q: 3 clusters Score -2.127923e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -21280078.000000 Penalty: 5981.349609
	Iteration 16Q: 3 clusters Score -2.128008e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -21280872.000000 Penalty: 5981.349609
	Iteration 17Q: 3 clusters Score -2.128087e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -21281546.000000 Penalty: 5981.349609
	Iteration 18Q: 3 clusters Score -2.128155e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161422 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -21282136.000000 Penalty: 5981.349609
	Iteration 19Q: 3 clusters Score -2.128214e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162581 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -21282588.000000 Penalty: 5981.349609
	Iteration 20F: 3 clusters Score -2.128259e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -21282870.000000 Penalty: 5981.349609
	Iteration 21Q: 3 clusters Score -2.128287e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -21283110.000000 Penalty: 5981.349609
	Iteration 22Q: 3 clusters Score -2.128311e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -21283408.000000 Penalty: 5981.349609
	Iteration 23Q: 3 clusters Score -2.128341e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165801 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -21283644.000000 Penalty: 5981.349609
	Iteration 24Q: 3 clusters Score -2.128364e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -21283792.000000 Penalty: 5981.349609
	Iteration 25Q: 3 clusters Score -2.128379e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -21283952.000000 Penalty: 5981.349609
	Iteration 26Q: 3 clusters Score -2.128395e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -21284034.000000 Penalty: 5981.349609
	Iteration 27Q: 3 clusters Score -2.128403e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -21284116.000000 Penalty: 5981.349609
	Iteration 28Q: 3 clusters Score -2.128412e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -21284168.000000 Penalty: 5981.349609
	Iteration 29Q: 3 clusters Score -2.128417e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167600 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -21284200.000000 Penalty: 5981.349609
	Iteration 30Q: 3 clusters Score -2.12842e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -21284268.000000 Penalty: 5981.349609
	Iteration 31Q: 3 clusters Score -2.128427e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167845 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -21284350.000000 Penalty: 5981.349609
	Iteration 32Q: 3 clusters Score -2.128435e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167946 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -21284400.000000 Penalty: 5981.349609
	Iteration 33Q: 3 clusters Score -2.12844e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -21284412.000000 Penalty: 5981.349609
	Iteration 34Q: 3 clusters Score -2.128441e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -21284442.000000 Penalty: 5981.349609
	Iteration 35Q: 3 clusters Score -2.128444e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168163 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -21284462.000000 Penalty: 5981.349609
	Iteration 36Q: 3 clusters Score -2.128446e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -21284472.000000 Penalty: 5981.349609
	Iteration 37Q: 3 clusters Score -2.128447e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168293 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -21284470.000000 Penalty: 5981.349609
	Iteration 38Q: 3 clusters Score -2.128447e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168335 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -21284486.000000 Penalty: 5981.349609
	Iteration 39Q: 3 clusters Score -2.128449e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168383 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -21284508.000000 Penalty: 5981.349609
	Iteration 40F: 3 clusters Score -2.128451e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168414 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -21284490.000000 Penalty: 5981.349609
	Iteration 41Q: 3 clusters Score -2.128449e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168442 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -21284508.000000 Penalty: 5981.349609
	Iteration 42Q: 3 clusters Score -2.128451e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168458 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -21284512.000000 Penalty: 5981.349609
	Iteration 43Q: 3 clusters Score -2.128451e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -21284544.000000 Penalty: 5981.349609
	Iteration 44Q: 3 clusters Score -2.128454e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168492 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -21284576.000000 Penalty: 5981.349609
	Iteration 45Q: 3 clusters Score -2.128458e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -21284552.000000 Penalty: 5981.349609
	Iteration 46Q: 3 clusters Score -2.128455e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -21284548.000000 Penalty: 5981.349609
	Iteration 47Q: 3 clusters Score -2.128455e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -21284552.000000 Penalty: 5981.349609
	Iteration 48Q: 3 clusters Score -2.128455e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -21284530.000000 Penalty: 5981.349609
	Iteration 49Q: 3 clusters Score -2.128453e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168646 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -21284510.000000 Penalty: 5981.349609
	Iteration 50Q: 3 clusters Score -2.128451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -21284502.000000 Penalty: 5981.349609
	Iteration 51Q: 3 clusters Score -2.12845e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -21284528.000000 Penalty: 5981.349609
	Iteration 52Q: 3 clusters Score -2.128453e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -21284528.000000 Penalty: 5981.349609
	Iteration 53Q: 3 clusters Score -2.128453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168718 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -21284522.000000 Penalty: 5981.349609
	Iteration 54Q: 3 clusters Score -2.128452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -21284538.000000 Penalty: 5981.349609
	Iteration 55Q: 3 clusters Score -2.128454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -21284552.000000 Penalty: 5981.349609
	Iteration 56Q: 3 clusters Score -2.128455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -21284526.000000 Penalty: 5981.349609
	Iteration 57Q: 3 clusters Score -2.128453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168769 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -21284520.000000 Penalty: 5981.349609
	Iteration 58Q: 3 clusters Score -2.128452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168786 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -21284514.000000 Penalty: 5981.349609
	Iteration 59Q: 3 clusters Score -2.128451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168799 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -21284510.000000 Penalty: 5981.349609
	Iteration 60F: 3 clusters Score -2.128451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168814 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21284522.000000 Penalty: 5981.349609
	Iteration 61Q: 3 clusters Score -2.128452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168824 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -21284520.000000 Penalty: 5981.349609
	Iteration 62Q: 3 clusters Score -2.128452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -21284512.000000 Penalty: 5981.349609
	Iteration 63Q: 3 clusters Score -2.128451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168848 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -21284530.000000 Penalty: 5981.349609
	Iteration 64Q: 3 clusters Score -2.128453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21284520.000000 Penalty: 5981.349609
	Iteration 65Q: 3 clusters Score -2.128452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -21284516.000000 Penalty: 5981.349609
	Iteration 66Q: 3 clusters Score -2.128452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168870 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -21284518.000000 Penalty: 5981.349609
	Iteration 67Q: 3 clusters Score -2.128452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168876 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -21284514.000000 Penalty: 5981.349609
	Iteration 68Q: 3 clusters Score -2.128451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -21284506.000000 Penalty: 5981.349609
	Iteration 69Q: 3 clusters Score -2.128451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168881 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -21284500.000000 Penalty: 5981.349609
	Iteration 70Q: 3 clusters Score -2.12845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -21284492.000000 Penalty: 5981.349609
	Iteration 71Q: 3 clusters Score -2.128449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -21284490.000000 Penalty: 5981.349609
	Iteration 72Q: 3 clusters Score -2.128449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168885 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -21284496.000000 Penalty: 5981.349609
	Iteration 73Q: 3 clusters Score -2.12845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -21284504.000000 Penalty: 5981.349609
	Iteration 74Q: 3 clusters Score -2.12845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -21284492.000000 Penalty: 5981.349609
	Iteration 75Q: 3 clusters Score -2.128449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -21284490.000000 Penalty: 5981.349609
	Iteration 76Q: 3 clusters Score -2.128449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168879 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -21284486.000000 Penalty: 5981.349609
	Iteration 77Q: 3 clusters Score -2.128449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168881 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -21284498.000000 Penalty: 5981.349609
	Iteration 78Q: 3 clusters Score -2.12845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168882 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -21284492.000000 Penalty: 5981.349609
	Iteration 79Q: 3 clusters Score -2.128449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168886 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -21284488.000000 Penalty: 5981.349609
	Iteration 80F: 3 clusters Score -2.128449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168887 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21284492.000000 Penalty: 5981.349609
	Iteration 81Q: 3 clusters Score -2.128449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168887 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21284496.000000 Penalty: 5981.349609
	Iteration 82Q: 3 clusters Score -2.12845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168889 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -21284500.000000 Penalty: 5981.349609
	Iteration 83Q: 3 clusters Score -2.12845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168887 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21284500.000000 Penalty: 5981.349609
	Iteration 84Q: 3 clusters Score -2.12845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168887 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21284500.000000 Penalty: 5981.349609
	Iteration 85F: 3 clusters Score -2.12845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -492233.656250 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -492233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -488310.156250 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -488310.2 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -489173.281250 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -489173.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -489383.093750 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -489383.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -489527.375000 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -489527.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -489632.281250 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -489632.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -489695.281250 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -489695.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -489738.281250 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -489738.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -489770.875000 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -489770.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -489799.218750 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -489799.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -489821.750000 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -489821.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -489841.875000 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -489841.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -489863.000000 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -489863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -489885.062500 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -489885.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -489899.281250 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -489899.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -489908.843750 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -489908.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -489921.937500 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -489921.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -489937.000000 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -489937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -489952.062500 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -489952.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -489963.656250 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -489963.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -489978.781250 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -489978.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -489995.531250 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -489995.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -490010.906250 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -490010.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -490031.406250 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -490031.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -490049.437500 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -490049.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -490066.531250 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -490066.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -490080.468750 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -490080.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -490095.437500 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -490095.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -490122.968750 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -490123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -490146.843750 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -490146.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -490172.843750 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -490172.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -490207.375000 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -490207.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -490236.937500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -490236.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -490260.750000 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -490260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -490281.468750 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -490281.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -490301.687500 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -490301.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -490322.875000 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -490322.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -490339.718750 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -490339.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -490360.000000 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -490360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -490376.500000 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -490376.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -490387.062500 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -490387.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -490396.187500 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -490396.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -490409.187500 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -490409.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -490424.656250 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -490424.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490436.312500 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -490436.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -490447.937500 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -490447.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -490455.718750 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -490455.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -490461.468750 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -490461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -490465.687500 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -490465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -490467.656250 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -490467.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -490471.593750 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -490471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -490474.593750 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -490474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -490476.218750 Penalty: 4118.415527
	Iteration 51Q: 3 clusters Score -490476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -490479.000000 Penalty: 4118.415527
	Iteration 52Q: 3 clusters Score -490479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -490482.968750 Penalty: 4118.415527
	Iteration 53Q: 3 clusters Score -490483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -490487.843750 Penalty: 4118.415527
	Iteration 54Q: 3 clusters Score -490487.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -490495.093750 Penalty: 4118.415527
	Iteration 55Q: 3 clusters Score -490495.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -490500.875000 Penalty: 4118.415527
	Iteration 56Q: 3 clusters Score -490500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -490505.625000 Penalty: 4118.415527
	Iteration 57Q: 3 clusters Score -490505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -490510.156250 Penalty: 4118.415527
	Iteration 58Q: 3 clusters Score -490510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -490514.031250 Penalty: 4118.415527
	Iteration 59Q: 3 clusters Score -490514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -490516.937500 Penalty: 4118.415527
	Iteration 60F: 3 clusters Score -490516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -490521.531250 Penalty: 4118.415527
	Iteration 61Q: 3 clusters Score -490521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -490525.093750 Penalty: 4118.415527
	Iteration 62Q: 3 clusters Score -490525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -490531.406250 Penalty: 4118.415527
	Iteration 63Q: 3 clusters Score -490531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -490539.406250 Penalty: 4118.415527
	Iteration 64Q: 3 clusters Score -490539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -490546.093750 Penalty: 4118.415527
	Iteration 65Q: 3 clusters Score -490546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -490550.500000 Penalty: 4118.415527
	Iteration 66Q: 3 clusters Score -490550.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -490554.906250 Penalty: 4118.415527
	Iteration 67Q: 3 clusters Score -490554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -490556.562500 Penalty: 4118.415527
	Iteration 68Q: 3 clusters Score -490556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -490557.218750 Penalty: 4118.415527
	Iteration 69Q: 3 clusters Score -490557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -490556.437500 Penalty: 4118.415527
	Iteration 70Q: 3 clusters Score -490556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -490556.437500 Penalty: 4118.415527
	Iteration 71F: 3 clusters Score -490556.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -928498.625000 Penalty: 2236.426025
	Iteration 0F: 2 clusters Score -928498.6 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 4144 members 
Entering Unmasked Estep 
Score: -921918.750000 Penalty: 4472.852051
	Iteration 0F: 3 clusters Score -921918.8 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -924020.187500 Penalty: 4472.852051
	Iteration 1F: 3 clusters Score -924020.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -924599.687500 Penalty: 4472.852051
	Iteration 2F: 3 clusters Score -924599.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -925151.625000 Penalty: 4472.852051
	Iteration 3F: 3 clusters Score -925151.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -925609.750000 Penalty: 4472.852051
	Iteration 4F: 3 clusters Score -925609.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -925983.812500 Penalty: 4472.852051
	Iteration 5F: 3 clusters Score -925983.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -926233.812500 Penalty: 4472.852051
	Iteration 6Q: 3 clusters Score -926233.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -926391.125000 Penalty: 4472.852051
	Iteration 7Q: 3 clusters Score -926391.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -926497.062500 Penalty: 4472.852051
	Iteration 8Q: 3 clusters Score -926497.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -926562.000000 Penalty: 4472.852051
	Iteration 9Q: 3 clusters Score -926562 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -926619.437500 Penalty: 4472.852051
	Iteration 10Q: 3 clusters Score -926619.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -926685.250000 Penalty: 4472.852051
	Iteration 11Q: 3 clusters Score -926685.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -926754.687500 Penalty: 4472.852051
	Iteration 12Q: 3 clusters Score -926754.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -926824.812500 Penalty: 4472.852051
	Iteration 13Q: 3 clusters Score -926824.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -926880.625000 Penalty: 4472.852051
	Iteration 14Q: 3 clusters Score -926880.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -926928.187500 Penalty: 4472.852051
	Iteration 15Q: 3 clusters Score -926928.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -926962.000000 Penalty: 4472.852051
	Iteration 16Q: 3 clusters Score -926962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -926995.187500 Penalty: 4472.852051
	Iteration 17Q: 3 clusters Score -926995.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -927020.687500 Penalty: 4472.852051
	Iteration 18Q: 3 clusters Score -927020.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -927043.812500 Penalty: 4472.852051
	Iteration 19Q: 3 clusters Score -927043.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -927059.250000 Penalty: 4472.852051
	Iteration 20F: 3 clusters Score -927059.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -927074.062500 Penalty: 4472.852051
	Iteration 21Q: 3 clusters Score -927074.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -927091.875000 Penalty: 4472.852051
	Iteration 22Q: 3 clusters Score -927091.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -927118.000000 Penalty: 4472.852051
	Iteration 23Q: 3 clusters Score -927118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -927138.375000 Penalty: 4472.852051
	Iteration 24Q: 3 clusters Score -927138.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -927155.250000 Penalty: 4472.852051
	Iteration 25Q: 3 clusters Score -927155.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -927168.000000 Penalty: 4472.852051
	Iteration 26Q: 3 clusters Score -927168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -927181.562500 Penalty: 4472.852051
	Iteration 27Q: 3 clusters Score -927181.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -927194.625000 Penalty: 4472.852051
	Iteration 28Q: 3 clusters Score -927194.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -927205.000000 Penalty: 4472.852051
	Iteration 29Q: 3 clusters Score -927205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -927221.562500 Penalty: 4472.852051
	Iteration 30Q: 3 clusters Score -927221.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -927226.125000 Penalty: 4472.852051
	Iteration 31Q: 3 clusters Score -927226.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -927231.000000 Penalty: 4472.852051
	Iteration 32Q: 3 clusters Score -927231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -927235.937500 Penalty: 4472.852051
	Iteration 33Q: 3 clusters Score -927235.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -927248.125000 Penalty: 4472.852051
	Iteration 34Q: 3 clusters Score -927248.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -927260.375000 Penalty: 4472.852051
	Iteration 35Q: 3 clusters Score -927260.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -927271.125000 Penalty: 4472.852051
	Iteration 36Q: 3 clusters Score -927271.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -927285.375000 Penalty: 4472.852051
	Iteration 37Q: 3 clusters Score -927285.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -927300.562500 Penalty: 4472.852051
	Iteration 38Q: 3 clusters Score -927300.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -927322.500000 Penalty: 4472.852051
	Iteration 39Q: 3 clusters Score -927322.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -927348.625000 Penalty: 4472.852051
	Iteration 40F: 3 clusters Score -927348.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -927378.937500 Penalty: 4472.852051
	Iteration 41Q: 3 clusters Score -927378.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -927413.750000 Penalty: 4472.852051
	Iteration 42Q: 3 clusters Score -927413.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -927453.187500 Penalty: 4472.852051
	Iteration 43Q: 3 clusters Score -927453.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -927489.937500 Penalty: 4472.852051
	Iteration 44Q: 3 clusters Score -927489.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -927521.250000 Penalty: 4472.852051
	Iteration 45Q: 3 clusters Score -927521.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -927553.000000 Penalty: 4472.852051
	Iteration 46Q: 3 clusters Score -927553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -927578.562500 Penalty: 4472.852051
	Iteration 47Q: 3 clusters Score -927578.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -927598.562500 Penalty: 4472.852051
	Iteration 48Q: 3 clusters Score -927598.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -927614.500000 Penalty: 4472.852051
	Iteration 49Q: 3 clusters Score -927614.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -927623.812500 Penalty: 4472.852051
	Iteration 50Q: 3 clusters Score -927623.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -927636.437500 Penalty: 4472.852051
	Iteration 51Q: 3 clusters Score -927636.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -927647.750000 Penalty: 4472.852051
	Iteration 52Q: 3 clusters Score -927647.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -927664.187500 Penalty: 4472.852051
	Iteration 53Q: 3 clusters Score -927664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -927668.750000 Penalty: 4472.852051
	Iteration 54Q: 3 clusters Score -927668.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -927681.312500 Penalty: 4472.852051
	Iteration 55Q: 3 clusters Score -927681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -927683.250000 Penalty: 4472.852051
	Iteration 56Q: 3 clusters Score -927683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -927690.625000 Penalty: 4472.852051
	Iteration 57Q: 3 clusters Score -927690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -927692.000000 Penalty: 4472.852051
	Iteration 58Q: 3 clusters Score -927692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -927696.250000 Penalty: 4472.852051
	Iteration 59Q: 3 clusters Score -927696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -927699.500000 Penalty: 4472.852051
	Iteration 60F: 3 clusters Score -927699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -927700.000000 Penalty: 4472.852051
	Iteration 61Q: 3 clusters Score -927700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -927700.500000 Penalty: 4472.852051
	Iteration 62Q: 3 clusters Score -927700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -927701.000000 Penalty: 4472.852051
	Iteration 63Q: 3 clusters Score -927701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -927700.937500 Penalty: 4472.852051
	Iteration 64Q: 3 clusters Score -927700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -927700.937500 Penalty: 4472.852051
	Iteration 65F: 3 clusters Score -927700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Entering Unmasked Estep 
Score: -6629943.500000 Penalty: 2701.512695
	Iteration 0F: 2 clusters Score -6629944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6593769.000000 Penalty: 5403.025391
	Iteration 0F: 3 clusters Score -6593769 nChanged 24882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6607893.500000 Penalty: 5403.025391
	Iteration 1F: 3 clusters Score -6607894 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6608726.000000 Penalty: 5403.025391
	Iteration 2Q: 3 clusters Score -6608726 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -6609891.500000 Penalty: 5403.025391
	Iteration 3Q: 3 clusters Score -6609892 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -6611675.500000 Penalty: 5403.025391
	Iteration 4F: 3 clusters Score -6611676 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -6614388.000000 Penalty: 5403.025391
	Iteration 5F: 3 clusters Score -6614388 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -6617717.500000 Penalty: 5403.025391
	Iteration 6F: 3 clusters Score -6617718 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -6621153.500000 Penalty: 5403.025391
	Iteration 7F: 3 clusters Score -6621154 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -6623961.000000 Penalty: 5403.025391
	Iteration 8F: 3 clusters Score -6623961 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6625859.000000 Penalty: 5403.025391
	Iteration 9Q: 3 clusters Score -6625859 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6626769.000000 Penalty: 5403.025391
	Iteration 10Q: 3 clusters Score -6626769 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6627213.000000 Penalty: 5403.025391
	Iteration 11Q: 3 clusters Score -6627213 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6627397.500000 Penalty: 5403.025391
	Iteration 12Q: 3 clusters Score -6627398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6627522.000000 Penalty: 5403.025391
	Iteration 13Q: 3 clusters Score -6627522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6627567.500000 Penalty: 5403.025391
	Iteration 14Q: 3 clusters Score -6627568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6627596.500000 Penalty: 5403.025391
	Iteration 15Q: 3 clusters Score -6627596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6627612.500000 Penalty: 5403.025391
	Iteration 16Q: 3 clusters Score -6627612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6627613.000000 Penalty: 5403.025391
	Iteration 17Q: 3 clusters Score -6627613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6627635.500000 Penalty: 5403.025391
	Iteration 18Q: 3 clusters Score -6627636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6627639.500000 Penalty: 5403.025391
	Iteration 19Q: 3 clusters Score -6627640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6627644.000000 Penalty: 5403.025391
	Iteration 20F: 3 clusters Score -6627644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6627648.000000 Penalty: 5403.025391
	Iteration 21Q: 3 clusters Score -6627648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6627648.500000 Penalty: 5403.025391
	Iteration 22Q: 3 clusters Score -6627648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6627653.000000 Penalty: 5403.025391
	Iteration 23Q: 3 clusters Score -6627653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6627654.000000 Penalty: 5403.025391
	Iteration 24Q: 3 clusters Score -6627654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6627659.000000 Penalty: 5403.025391
	Iteration 25Q: 3 clusters Score -6627659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6627657.500000 Penalty: 5403.025391
	Iteration 26Q: 3 clusters Score -6627658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6627657.500000 Penalty: 5403.025391
	Iteration 27F: 3 clusters Score -6627658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -683584.062500 Penalty: 2154.820312
	Iteration 0F: 2 clusters Score -683584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -678448.625000 Penalty: 4309.640625
	Iteration 0F: 3 clusters Score -678448.6 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -679842.812500 Penalty: 4309.640625
	Iteration 1F: 3 clusters Score -679842.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -680233.187500 Penalty: 4309.640625
	Iteration 2F: 3 clusters Score -680233.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -680545.687500 Penalty: 4309.640625
	Iteration 3F: 3 clusters Score -680545.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -680812.250000 Penalty: 4309.640625
	Iteration 4F: 3 clusters Score -680812.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -681073.000000 Penalty: 4309.640625
	Iteration 5F: 3 clusters Score -681073 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -681332.375000 Penalty: 4309.640625
	Iteration 6Q: 3 clusters Score -681332.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -681531.937500 Penalty: 4309.640625
	Iteration 7Q: 3 clusters Score -681531.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -681685.687500 Penalty: 4309.640625
	Iteration 8Q: 3 clusters Score -681685.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -681807.562500 Penalty: 4309.640625
	Iteration 9Q: 3 clusters Score -681807.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -681912.437500 Penalty: 4309.640625
	Iteration 10Q: 3 clusters Score -681912.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -681985.937500 Penalty: 4309.640625
	Iteration 11Q: 3 clusters Score -681985.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -682048.875000 Penalty: 4309.640625
	Iteration 12Q: 3 clusters Score -682048.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -682108.125000 Penalty: 4309.640625
	Iteration 13Q: 3 clusters Score -682108.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -682168.937500 Penalty: 4309.640625
	Iteration 14Q: 3 clusters Score -682168.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -682213.375000 Penalty: 4309.640625
	Iteration 15Q: 3 clusters Score -682213.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -682244.562500 Penalty: 4309.640625
	Iteration 16Q: 3 clusters Score -682244.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -682267.500000 Penalty: 4309.640625
	Iteration 17Q: 3 clusters Score -682267.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -682283.062500 Penalty: 4309.640625
	Iteration 18Q: 3 clusters Score -682283.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -682303.687500 Penalty: 4309.640625
	Iteration 19Q: 3 clusters Score -682303.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -682328.062500 Penalty: 4309.640625
	Iteration 20F: 3 clusters Score -682328.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -682358.312500 Penalty: 4309.640625
	Iteration 21Q: 3 clusters Score -682358.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -682385.125000 Penalty: 4309.640625
	Iteration 22Q: 3 clusters Score -682385.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -682409.125000 Penalty: 4309.640625
	Iteration 23Q: 3 clusters Score -682409.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -682429.187500 Penalty: 4309.640625
	Iteration 24Q: 3 clusters Score -682429.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -682444.562500 Penalty: 4309.640625
	Iteration 25Q: 3 clusters Score -682444.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -682466.062500 Penalty: 4309.640625
	Iteration 26Q: 3 clusters Score -682466.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -682485.375000 Penalty: 4309.640625
	Iteration 27Q: 3 clusters Score -682485.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -682508.750000 Penalty: 4309.640625
	Iteration 28Q: 3 clusters Score -682508.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -682525.312500 Penalty: 4309.640625
	Iteration 29Q: 3 clusters Score -682525.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -682535.000000 Penalty: 4309.640625
	Iteration 30Q: 3 clusters Score -682535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -682543.187500 Penalty: 4309.640625
	Iteration 31Q: 3 clusters Score -682543.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -682552.062500 Penalty: 4309.640625
	Iteration 32Q: 3 clusters Score -682552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -682556.375000 Penalty: 4309.640625
	Iteration 33Q: 3 clusters Score -682556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -682563.375000 Penalty: 4309.640625
	Iteration 34Q: 3 clusters Score -682563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -682565.687500 Penalty: 4309.640625
	Iteration 35Q: 3 clusters Score -682565.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -682570.875000 Penalty: 4309.640625
	Iteration 36Q: 3 clusters Score -682570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -682571.250000 Penalty: 4309.640625
	Iteration 37Q: 3 clusters Score -682571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -682571.312500 Penalty: 4309.640625
	Iteration 38Q: 3 clusters Score -682571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -682571.437500 Penalty: 4309.640625
	Iteration 39Q: 3 clusters Score -682571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -682570.312500 Penalty: 4309.640625
	Iteration 40F: 3 clusters Score -682570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -682573.562500 Penalty: 4309.640625
	Iteration 41Q: 3 clusters Score -682573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -682573.937500 Penalty: 4309.640625
	Iteration 42Q: 3 clusters Score -682573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -682574.375000 Penalty: 4309.640625
	Iteration 43Q: 3 clusters Score -682574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -682575.250000 Penalty: 4309.640625
	Iteration 44Q: 3 clusters Score -682575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -682576.437500 Penalty: 4309.640625
	Iteration 45Q: 3 clusters Score -682576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -682576.937500 Penalty: 4309.640625
	Iteration 46Q: 3 clusters Score -682576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -682578.250000 Penalty: 4309.640625
	Iteration 47Q: 3 clusters Score -682578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -682577.937500 Penalty: 4309.640625
	Iteration 48Q: 3 clusters Score -682577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -682577.937500 Penalty: 4309.640625
	Iteration 49F: 3 clusters Score -682577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Entering Unmasked Estep 
Score: -4268228.500000 Penalty: 2604.760254
	Iteration 0F: 2 clusters Score -4268228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4243434.000000 Penalty: 5209.520508
	Iteration 0F: 3 clusters Score -4243434 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4252673.500000 Penalty: 5209.520508
	Iteration 1F: 3 clusters Score -4252674 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4253569.000000 Penalty: 5209.520508
	Iteration 2F: 3 clusters Score -4253569 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4254783.000000 Penalty: 5209.520508
	Iteration 3F: 3 clusters Score -4254783 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4256367.500000 Penalty: 5209.520508
	Iteration 4F: 3 clusters Score -4256368 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4258135.500000 Penalty: 5209.520508
	Iteration 5F: 3 clusters Score -4258136 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4259949.500000 Penalty: 5209.520508
	Iteration 6F: 3 clusters Score -4259950 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4261604.500000 Penalty: 5209.520508
	Iteration 7F: 3 clusters Score -4261604 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4262844.500000 Penalty: 5209.520508
	Iteration 8F: 3 clusters Score -4262844 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4263630.500000 Penalty: 5209.520508
	Iteration 9Q: 3 clusters Score -4263630 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4264102.000000 Penalty: 5209.520508
	Iteration 10Q: 3 clusters Score -4264102 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4264364.000000 Penalty: 5209.520508
	Iteration 11Q: 3 clusters Score -4264364 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4264553.500000 Penalty: 5209.520508
	Iteration 12Q: 3 clusters Score -4264554 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4264683.500000 Penalty: 5209.520508
	Iteration 13Q: 3 clusters Score -4264684 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4264782.500000 Penalty: 5209.520508
	Iteration 14Q: 3 clusters Score -4264782 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -4264842.500000 Penalty: 5209.520508
	Iteration 15Q: 3 clusters Score -4264842 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4264864.500000 Penalty: 5209.520508
	Iteration 16Q: 3 clusters Score -4264864 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -4264902.500000 Penalty: 5209.520508
	Iteration 17Q: 3 clusters Score -4264902 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4264940.500000 Penalty: 5209.520508
	Iteration 18Q: 3 clusters Score -4264940 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4264961.000000 Penalty: 5209.520508
	Iteration 19Q: 3 clusters Score -4264961 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4264998.000000 Penalty: 5209.520508
	Iteration 20F: 3 clusters Score -4264998 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4265048.500000 Penalty: 5209.520508
	Iteration 21Q: 3 clusters Score -4265048 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4265085.000000 Penalty: 5209.520508
	Iteration 22Q: 3 clusters Score -4265085 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4265097.500000 Penalty: 5209.520508
	Iteration 23Q: 3 clusters Score -4265098 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4265131.000000 Penalty: 5209.520508
	Iteration 24Q: 3 clusters Score -4265131 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4265160.000000 Penalty: 5209.520508
	Iteration 25Q: 3 clusters Score -4265160 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4265196.000000 Penalty: 5209.520508
	Iteration 26Q: 3 clusters Score -4265196 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4265224.500000 Penalty: 5209.520508
	Iteration 27Q: 3 clusters Score -4265224 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4265260.000000 Penalty: 5209.520508
	Iteration 28Q: 3 clusters Score -4265260 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4265299.000000 Penalty: 5209.520508
	Iteration 29Q: 3 clusters Score -4265299 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4265345.500000 Penalty: 5209.520508
	Iteration 30Q: 3 clusters Score -4265346 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4265416.500000 Penalty: 5209.520508
	Iteration 31Q: 3 clusters Score -4265416 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4265511.000000 Penalty: 5209.520508
	Iteration 32Q: 3 clusters Score -4265511 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4265606.500000 Penalty: 5209.520508
	Iteration 33Q: 3 clusters Score -4265606 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4265681.000000 Penalty: 5209.520508
	Iteration 34Q: 3 clusters Score -4265681 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4265771.500000 Penalty: 5209.520508
	Iteration 35Q: 3 clusters Score -4265772 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4265836.000000 Penalty: 5209.520508
	Iteration 36Q: 3 clusters Score -4265836 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4265954.500000 Penalty: 5209.520508
	Iteration 37Q: 3 clusters Score -4265954 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4266027.000000 Penalty: 5209.520508
	Iteration 38Q: 3 clusters Score -4266027 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4266110.500000 Penalty: 5209.520508
	Iteration 39Q: 3 clusters Score -4266110 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4266188.500000 Penalty: 5209.520508
	Iteration 40F: 3 clusters Score -4266188 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4266241.000000 Penalty: 5209.520508
	Iteration 41Q: 3 clusters Score -4266241 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4266308.500000 Penalty: 5209.520508
	Iteration 42Q: 3 clusters Score -4266308 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4266375.000000 Penalty: 5209.520508
	Iteration 43Q: 3 clusters Score -4266375 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4266423.000000 Penalty: 5209.520508
	Iteration 44Q: 3 clusters Score -4266423 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4266448.500000 Penalty: 5209.520508
	Iteration 45Q: 3 clusters Score -4266448 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4266504 nChanged 165
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Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4266522 nChanged 144
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Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4266542 nChanged 146
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Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4266558 nChanged 157
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Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4266574 nChanged 156
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	Iteration 52Q: 3 clusters Score -4266590 nChanged 146
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Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4266612 nChanged 150
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Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4266630 nChanged 151
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4266675 nChanged 153
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Mstep: Class 2 contains 15156 members 
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	Iteration 56Q: 3 clusters Score -4266681 nChanged 128
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Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4266704 nChanged 123
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4266722 nChanged 92
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	Iteration 59Q: 3 clusters Score -4266728 nChanged 87
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4266730 nChanged 78
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	Iteration 61Q: 3 clusters Score -4266729 nChanged 83
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	Iteration 62Q: 3 clusters Score -4266736 nChanged 81
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	Iteration 63Q: 3 clusters Score -4266728 nChanged 73
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	Iteration 64Q: 3 clusters Score -4266740 nChanged 71
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4266742 nChanged 71
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	Iteration 66Q: 3 clusters Score -4266761 nChanged 64
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	Iteration 67Q: 3 clusters Score -4266752 nChanged 72
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4266763 nChanged 78
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	Iteration 69Q: 3 clusters Score -4266780 nChanged 103
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	Iteration 70Q: 3 clusters Score -4266776 nChanged 90
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	Iteration 71Q: 3 clusters Score -4266783 nChanged 93
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	Iteration 72Q: 3 clusters Score -4266798 nChanged 95
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4266816 nChanged 103
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	Iteration 74Q: 3 clusters Score -4266828 nChanged 102
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	Iteration 75Q: 3 clusters Score -4266844 nChanged 94
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	Iteration 76Q: 3 clusters Score -4266854 nChanged 88
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	Iteration 77Q: 3 clusters Score -4266875 nChanged 87
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	Iteration 78Q: 3 clusters Score -4266885 nChanged 88
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	Iteration 79Q: 3 clusters Score -4266885 nChanged 76
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	Iteration 80F: 3 clusters Score -4266882 nChanged 81
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	Iteration 81Q: 3 clusters Score -4266897 nChanged 73
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	Iteration 82Q: 3 clusters Score -4266896 nChanged 57
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	Iteration 83Q: 3 clusters Score -4266904 nChanged 64
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	Iteration 84Q: 3 clusters Score -4266902 nChanged 65
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	Iteration 85Q: 3 clusters Score -4266914 nChanged 60
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	Iteration 86Q: 3 clusters Score -4266908 nChanged 62
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	Iteration 87Q: 3 clusters Score -4266921 nChanged 71
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	Iteration 88Q: 3 clusters Score -4266928 nChanged 71
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	Iteration 89Q: 3 clusters Score -4266942 nChanged 63
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Mstep: Class 1 contains 24024 members 
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	Iteration 90Q: 3 clusters Score -4266946 nChanged 58
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	Iteration 91Q: 3 clusters Score -4266937 nChanged 49
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	Iteration 92Q: 3 clusters Score -4266944 nChanged 58
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	Iteration 93Q: 3 clusters Score -4266942 nChanged 66
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4266954 nChanged 61
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	Iteration 95Q: 3 clusters Score -4266955 nChanged 66
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	Iteration 96Q: 3 clusters Score -4266959 nChanged 61
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	Iteration 97Q: 3 clusters Score -4266952 nChanged 54
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	Iteration 98Q: 3 clusters Score -4266976 nChanged 54
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	Iteration 99Q: 3 clusters Score -4266967 nChanged 55
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	Iteration 100F: 3 clusters Score -4266972 nChanged 59
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	Iteration 101Q: 3 clusters Score -4266983 nChanged 58
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	Iteration 102Q: 3 clusters Score -4266979 nChanged 46
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	Iteration 103Q: 3 clusters Score -4266980 nChanged 51
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	Iteration 104Q: 3 clusters Score -4266980 nChanged 53
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	Iteration 105Q: 3 clusters Score -4266996 nChanged 57
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	Iteration 106Q: 3 clusters Score -4266998 nChanged 56
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	Iteration 107Q: 3 clusters Score -4267007 nChanged 57
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	Iteration 108Q: 3 clusters Score -4267014 nChanged 54
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	Iteration 109Q: 3 clusters Score -4267029 nChanged 64
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	Iteration 110Q: 3 clusters Score -4267032 nChanged 68
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	Iteration 111Q: 3 clusters Score -4267024 nChanged 62
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	Iteration 112Q: 3 clusters Score -4267045 nChanged 51
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	Iteration 113Q: 3 clusters Score -4267036 nChanged 47
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	Iteration 114Q: 3 clusters Score -4267042 nChanged 50
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	Iteration 115Q: 3 clusters Score -4267046 nChanged 51
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	Iteration 116Q: 3 clusters Score -4267046 nChanged 58
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	Iteration 117Q: 3 clusters Score -4267054 nChanged 55
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	Iteration 118Q: 3 clusters Score -4267048 nChanged 50
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	Iteration 119Q: 3 clusters Score -4267052 nChanged 38
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	Iteration 120F: 3 clusters Score -4267059 nChanged 58
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	Iteration 121Q: 3 clusters Score -4267057 nChanged 62
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	Iteration 122Q: 3 clusters Score -4267070 nChanged 40
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	Iteration 123Q: 3 clusters Score -4267075 nChanged 48
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	Iteration 124Q: 3 clusters Score -4267078 nChanged 39
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	Iteration 125Q: 3 clusters Score -4267078 nChanged 39
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	Iteration 126Q: 3 clusters Score -4267068 nChanged 29
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	Iteration 127Q: 3 clusters Score -4267072 nChanged 34
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	Iteration 128Q: 3 clusters Score -4267070 nChanged 34
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	Iteration 129Q: 3 clusters Score -4267076 nChanged 26
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	Iteration 130Q: 3 clusters Score -4267093 nChanged 30
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	Iteration 131Q: 3 clusters Score -4267082 nChanged 24
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	Iteration 132Q: 3 clusters Score -4267089 nChanged 27
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	Iteration 133Q: 3 clusters Score -4267090 nChanged 28
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	Iteration 134Q: 3 clusters Score -4267092 nChanged 20
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	Iteration 135Q: 3 clusters Score -4267096 nChanged 18
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	Iteration 136Q: 3 clusters Score -4267095 nChanged 14
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	Iteration 137Q: 3 clusters Score -4267102 nChanged 15
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	Iteration 138Q: 3 clusters Score -4267096 nChanged 11
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	Iteration 139Q: 3 clusters Score -4267096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4267096.500000 Penalty: 5209.520508
	Iteration 140F: 3 clusters Score -4267096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -4267097.500000 Penalty: 5209.520508
	Iteration 141Q: 3 clusters Score -4267098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -4267095.500000 Penalty: 5209.520508
	Iteration 142Q: 3 clusters Score -4267096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4267091.500000 Penalty: 5209.520508
	Iteration 143Q: 3 clusters Score -4267092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -4267091.000000 Penalty: 5209.520508
	Iteration 144Q: 3 clusters Score -4267091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -4267095.500000 Penalty: 5209.520508
	Iteration 145Q: 3 clusters Score -4267096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4267093.500000 Penalty: 5209.520508
	Iteration 146Q: 3 clusters Score -4267094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4267093.000000 Penalty: 5209.520508
	Iteration 147Q: 3 clusters Score -4267093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4267098.000000 Penalty: 5209.520508
	Iteration 148Q: 3 clusters Score -4267098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4267095.000000 Penalty: 5209.520508
	Iteration 149Q: 3 clusters Score -4267095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4267098.500000 Penalty: 5209.520508
	Iteration 150Q: 3 clusters Score -4267098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4267099.500000 Penalty: 5209.520508
	Iteration 151Q: 3 clusters Score -4267100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -4267102.000000 Penalty: 5209.520508
	Iteration 152Q: 3 clusters Score -4267102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4267109.500000 Penalty: 5209.520508
	Iteration 153Q: 3 clusters Score -4267110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4267099.500000 Penalty: 5209.520508
	Iteration 154Q: 3 clusters Score -4267100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4267111.000000 Penalty: 5209.520508
	Iteration 155Q: 3 clusters Score -4267111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4267115.000000 Penalty: 5209.520508
	Iteration 156Q: 3 clusters Score -4267115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4267117.000000 Penalty: 5209.520508
	Iteration 157Q: 3 clusters Score -4267117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4267118.500000 Penalty: 5209.520508
	Iteration 158Q: 3 clusters Score -4267118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4267112.000000 Penalty: 5209.520508
	Iteration 159Q: 3 clusters Score -4267112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -4267109.000000 Penalty: 5209.520508
	Iteration 160F: 3 clusters Score -4267109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4267111.000000 Penalty: 5209.520508
	Iteration 161Q: 3 clusters Score -4267111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -4267109.500000 Penalty: 5209.520508
	Iteration 162Q: 3 clusters Score -4267110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4267103.000000 Penalty: 5209.520508
	Iteration 163Q: 3 clusters Score -4267103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4267105.500000 Penalty: 5209.520508
	Iteration 164Q: 3 clusters Score -4267106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -4267105.000000 Penalty: 5209.520508
	Iteration 165Q: 3 clusters Score -4267105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4267113.500000 Penalty: 5209.520508
	Iteration 166Q: 3 clusters Score -4267114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4267116.000000 Penalty: 5209.520508
	Iteration 167Q: 3 clusters Score -4267116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4267120.500000 Penalty: 5209.520508
	Iteration 168Q: 3 clusters Score -4267120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4267127.500000 Penalty: 5209.520508
	Iteration 169Q: 3 clusters Score -4267128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4267122.000000 Penalty: 5209.520508
	Iteration 170Q: 3 clusters Score -4267122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -4267130.000000 Penalty: 5209.520508
	Iteration 171Q: 3 clusters Score -4267130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4267130.500000 Penalty: 5209.520508
	Iteration 172Q: 3 clusters Score -4267130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4267134.000000 Penalty: 5209.520508
	Iteration 173Q: 3 clusters Score -4267134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4267140.500000 Penalty: 5209.520508
	Iteration 174Q: 3 clusters Score -4267140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4267143.000000 Penalty: 5209.520508
	Iteration 175Q: 3 clusters Score -4267143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4267134.000000 Penalty: 5209.520508
	Iteration 176Q: 3 clusters Score -4267134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4267136.000000 Penalty: 5209.520508
	Iteration 177Q: 3 clusters Score -4267136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4267140.500000 Penalty: 5209.520508
	Iteration 178Q: 3 clusters Score -4267140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4267145.500000 Penalty: 5209.520508
	Iteration 179Q: 3 clusters Score -4267146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4267141.000000 Penalty: 5209.520508
	Iteration 180F: 3 clusters Score -4267141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4267140.500000 Penalty: 5209.520508
	Iteration 181Q: 3 clusters Score -4267140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4267147.000000 Penalty: 5209.520508
	Iteration 182Q: 3 clusters Score -4267147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4267144.000000 Penalty: 5209.520508
	Iteration 183Q: 3 clusters Score -4267144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4267140.500000 Penalty: 5209.520508
	Iteration 184Q: 3 clusters Score -4267140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4267141.000000 Penalty: 5209.520508
	Iteration 185Q: 3 clusters Score -4267141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4267146.000000 Penalty: 5209.520508
	Iteration 186Q: 3 clusters Score -4267146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4267142.000000 Penalty: 5209.520508
	Iteration 187Q: 3 clusters Score -4267142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4267139.500000 Penalty: 5209.520508
	Iteration 188Q: 3 clusters Score -4267140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4267140.000000 Penalty: 5209.520508
	Iteration 189Q: 3 clusters Score -4267140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -4267137.500000 Penalty: 5209.520508
	Iteration 190Q: 3 clusters Score -4267138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -4267142.000000 Penalty: 5209.520508
	Iteration 191Q: 3 clusters Score -4267142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4267136.000000 Penalty: 5209.520508
	Iteration 192Q: 3 clusters Score -4267136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4267142.500000 Penalty: 5209.520508
	Iteration 193Q: 3 clusters Score -4267142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4267143.500000 Penalty: 5209.520508
	Iteration 194Q: 3 clusters Score -4267144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4267142.000000 Penalty: 5209.520508
	Iteration 195Q: 3 clusters Score -4267142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4267142.000000 Penalty: 5209.520508
	Iteration 196F: 3 clusters Score -4267142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -1010595.687500 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -1010596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1003883.437500 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -1003883 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1005766.625000 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -1005767 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1006053.000000 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -1006053 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1006246.125000 Penalty: 4485.672852
	Iteration 3Q: 3 clusters Score -1006246 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1006407.250000 Penalty: 4485.672852
	Iteration 4Q: 3 clusters Score -1006407 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1006542.562500 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -1006543 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1006668.500000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -1006668 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1006794.625000 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -1006795 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1006935.062500 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -1006935 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1007081.250000 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -1007081 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1007251.562500 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -1007252 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1007469.062500 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -1007469 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1007702.562500 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -1007703 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1007891.000000 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -1007891 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1008090.312500 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -1008090 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1008283.937500 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -1008284 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1008415.125000 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -1008415 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1008507.500000 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -1008508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1008570.062500 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -1008570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1008607.750000 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -1008608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1008637.437500 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -1008637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1008669.875000 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -1008670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1008696.562500 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -1008697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1008713.937500 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -1008714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1008722.687500 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -1008723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1008726.750000 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -1008727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1008735.562500 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -1008736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1008744.125000 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -1008744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1008751.687500 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -1008752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1008753.250000 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -1008753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1008754.500000 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -1008754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1008756.000000 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -1008756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1008756.562500 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -1008757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1008756.562500 Penalty: 4485.672852
	Iteration 33F: 3 clusters Score -1008757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Entering Unmasked Estep 
Score: -21430432.000000 Penalty: 2990.485107
	Iteration 0F: 2 clusters Score -2.143043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -21316828.000000 Penalty: 5980.970215
	Iteration 0F: 3 clusters Score -2.131683e+07 nChanged 82722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -21364704.000000 Penalty: 5980.970215
	Iteration 1F: 3 clusters Score -2.13647e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -21366108.000000 Penalty: 5980.970215
	Iteration 2Q: 3 clusters Score -2.136611e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -21367906.000000 Penalty: 5980.970215
	Iteration 3Q: 3 clusters Score -2.136791e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -21370942.000000 Penalty: 5980.970215
	Iteration 4Q: 3 clusters Score -2.137094e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -21376260.000000 Penalty: 5980.970215
	Iteration 5F: 3 clusters Score -2.137626e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124297 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -21385640.000000 Penalty: 5980.970215
	Iteration 6F: 3 clusters Score -2.138564e+07 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -21398812.000000 Penalty: 5980.970215
	Iteration 7F: 3 clusters Score -2.139881e+07 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152734 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -21412614.000000 Penalty: 5980.970215
	Iteration 8F: 3 clusters Score -2.141261e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -21421620.000000 Penalty: 5980.970215
	Iteration 9F: 3 clusters Score -2.142162e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -21425556.000000 Penalty: 5980.970215
	Iteration 10Q: 3 clusters Score -2.142556e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21426930.000000 Penalty: 5980.970215
	Iteration 11Q: 3 clusters Score -2.142693e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21427422.000000 Penalty: 5980.970215
	Iteration 12Q: 3 clusters Score -2.142742e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21427604.000000 Penalty: 5980.970215
	Iteration 13Q: 3 clusters Score -2.14276e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21427706.000000 Penalty: 5980.970215
	Iteration 14Q: 3 clusters Score -2.142771e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21427814.000000 Penalty: 5980.970215
	Iteration 15Q: 3 clusters Score -2.142781e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171792 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21427854.000000 Penalty: 5980.970215
	Iteration 16Q: 3 clusters Score -2.142785e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21427906.000000 Penalty: 5980.970215
	Iteration 17Q: 3 clusters Score -2.142791e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171853 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21427944.000000 Penalty: 5980.970215
	Iteration 18Q: 3 clusters Score -2.142794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171862 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -21427930.000000 Penalty: 5980.970215
	Iteration 19Q: 3 clusters Score -2.142793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21427942.000000 Penalty: 5980.970215
	Iteration 20F: 3 clusters Score -2.142794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21427954.000000 Penalty: 5980.970215
	Iteration 21Q: 3 clusters Score -2.142795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21427988.000000 Penalty: 5980.970215
	Iteration 22Q: 3 clusters Score -2.142799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171896 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21427994.000000 Penalty: 5980.970215
	Iteration 23Q: 3 clusters Score -2.142799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171902 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21428010.000000 Penalty: 5980.970215
	Iteration 24Q: 3 clusters Score -2.142801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171902 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21428030.000000 Penalty: 5980.970215
	Iteration 25Q: 3 clusters Score -2.142803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171910 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21428040.000000 Penalty: 5980.970215
	Iteration 26Q: 3 clusters Score -2.142804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21428040.000000 Penalty: 5980.970215
	Iteration 27Q: 3 clusters Score -2.142804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -21428044.000000 Penalty: 5980.970215
	Iteration 28Q: 3 clusters Score -2.142804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171920 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21428052.000000 Penalty: 5980.970215
	Iteration 29Q: 3 clusters Score -2.142805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171921 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21428060.000000 Penalty: 5980.970215
	Iteration 30Q: 3 clusters Score -2.142806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21428068.000000 Penalty: 5980.970215
	Iteration 31Q: 3 clusters Score -2.142807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171924 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21428078.000000 Penalty: 5980.970215
	Iteration 32Q: 3 clusters Score -2.142808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171927 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21428064.000000 Penalty: 5980.970215
	Iteration 33Q: 3 clusters Score -2.142806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -21428066.000000 Penalty: 5980.970215
	Iteration 34Q: 3 clusters Score -2.142807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171934 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21428092.000000 Penalty: 5980.970215
	Iteration 35Q: 3 clusters Score -2.142809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21428072.000000 Penalty: 5980.970215
	Iteration 36Q: 3 clusters Score -2.142807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21428078.000000 Penalty: 5980.970215
	Iteration 37Q: 3 clusters Score -2.142808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21428090.000000 Penalty: 5980.970215
	Iteration 38Q: 3 clusters Score -2.142809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21428096.000000 Penalty: 5980.970215
	Iteration 39Q: 3 clusters Score -2.14281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21428096.000000 Penalty: 5980.970215
	Iteration 40F: 3 clusters Score -2.14281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -770860.875000 Penalty: 2180.137695
	Iteration 0F: 2 clusters Score -770860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -765364.250000 Penalty: 4360.275391
	Iteration 0F: 3 clusters Score -765364.2 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -766893.812500 Penalty: 4360.275391
	Iteration 1F: 3 clusters Score -766893.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -767292.125000 Penalty: 4360.275391
	Iteration 2F: 3 clusters Score -767292.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -767637.937500 Penalty: 4360.275391
	Iteration 3F: 3 clusters Score -767637.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -767946.062500 Penalty: 4360.275391
	Iteration 4F: 3 clusters Score -767946.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -768193.875000 Penalty: 4360.275391
	Iteration 5F: 3 clusters Score -768193.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -768427.312500 Penalty: 4360.275391
	Iteration 6Q: 3 clusters Score -768427.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -768604.250000 Penalty: 4360.275391
	Iteration 7Q: 3 clusters Score -768604.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -768729.500000 Penalty: 4360.275391
	Iteration 8Q: 3 clusters Score -768729.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -768816.437500 Penalty: 4360.275391
	Iteration 9Q: 3 clusters Score -768816.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -768883.875000 Penalty: 4360.275391
	Iteration 10Q: 3 clusters Score -768883.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -768943.000000 Penalty: 4360.275391
	Iteration 11Q: 3 clusters Score -768943 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -768998.000000 Penalty: 4360.275391
	Iteration 12Q: 3 clusters Score -768998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -769035.812500 Penalty: 4360.275391
	Iteration 13Q: 3 clusters Score -769035.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -769060.812500 Penalty: 4360.275391
	Iteration 14Q: 3 clusters Score -769060.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -769075.937500 Penalty: 4360.275391
	Iteration 15Q: 3 clusters Score -769075.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -769086.687500 Penalty: 4360.275391
	Iteration 16Q: 3 clusters Score -769086.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -769099.687500 Penalty: 4360.275391
	Iteration 17Q: 3 clusters Score -769099.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -769109.187500 Penalty: 4360.275391
	Iteration 18Q: 3 clusters Score -769109.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -769116.125000 Penalty: 4360.275391
	Iteration 19Q: 3 clusters Score -769116.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -769120.625000 Penalty: 4360.275391
	Iteration 20F: 3 clusters Score -769120.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -769124.687500 Penalty: 4360.275391
	Iteration 21Q: 3 clusters Score -769124.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -769134.187500 Penalty: 4360.275391
	Iteration 22Q: 3 clusters Score -769134.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -769138.062500 Penalty: 4360.275391
	Iteration 23Q: 3 clusters Score -769138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -769146.375000 Penalty: 4360.275391
	Iteration 24Q: 3 clusters Score -769146.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -769149.625000 Penalty: 4360.275391
	Iteration 25Q: 3 clusters Score -769149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -769152.125000 Penalty: 4360.275391
	Iteration 26Q: 3 clusters Score -769152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -769152.437500 Penalty: 4360.275391
	Iteration 27Q: 3 clusters Score -769152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -769155.062500 Penalty: 4360.275391
	Iteration 28Q: 3 clusters Score -769155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -769156.062500 Penalty: 4360.275391
	Iteration 29Q: 3 clusters Score -769156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -769158.062500 Penalty: 4360.275391
	Iteration 30Q: 3 clusters Score -769158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -769159.125000 Penalty: 4360.275391
	Iteration 31Q: 3 clusters Score -769159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -769162.187500 Penalty: 4360.275391
	Iteration 32Q: 3 clusters Score -769162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -769165.187500 Penalty: 4360.275391
	Iteration 33Q: 3 clusters Score -769165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -769167.937500 Penalty: 4360.275391
	Iteration 34Q: 3 clusters Score -769167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -769172.125000 Penalty: 4360.275391
	Iteration 35Q: 3 clusters Score -769172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -769175.062500 Penalty: 4360.275391
	Iteration 36Q: 3 clusters Score -769175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -769174.500000 Penalty: 4360.275391
	Iteration 37Q: 3 clusters Score -769174.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -769177.937500 Penalty: 4360.275391
	Iteration 38Q: 3 clusters Score -769177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -769181.562500 Penalty: 4360.275391
	Iteration 39Q: 3 clusters Score -769181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -769182.500000 Penalty: 4360.275391
	Iteration 40F: 3 clusters Score -769182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -769185.125000 Penalty: 4360.275391
	Iteration 41Q: 3 clusters Score -769185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -769186.250000 Penalty: 4360.275391
	Iteration 42Q: 3 clusters Score -769186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -769186.812500 Penalty: 4360.275391
	Iteration 43Q: 3 clusters Score -769186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -769187.250000 Penalty: 4360.275391
	Iteration 44Q: 3 clusters Score -769187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -769188.187500 Penalty: 4360.275391
	Iteration 45Q: 3 clusters Score -769188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -769189.375000 Penalty: 4360.275391
	Iteration 46Q: 3 clusters Score -769189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -769192.125000 Penalty: 4360.275391
	Iteration 47Q: 3 clusters Score -769192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -769192.062500 Penalty: 4360.275391
	Iteration 48Q: 3 clusters Score -769192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -769192.125000 Penalty: 4360.275391
	Iteration 49Q: 3 clusters Score -769192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -769192.125000 Penalty: 4360.275391
	Iteration 50F: 3 clusters Score -769192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Entering Unmasked Estep 
Score: -3929117.500000 Penalty: 2573.183350
	Iteration 0F: 2 clusters Score -3929118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3907130.750000 Penalty: 5146.366699
	Iteration 0F: 3 clusters Score -3907131 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3915058.000000 Penalty: 5146.366699
	Iteration 1F: 3 clusters Score -3915058 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3915451.000000 Penalty: 5146.366699
	Iteration 2Q: 3 clusters Score -3915451 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3915759.750000 Penalty: 5146.366699
	Iteration 3Q: 3 clusters Score -3915760 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3916026.000000 Penalty: 5146.366699
	Iteration 4Q: 3 clusters Score -3916026 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3916261.250000 Penalty: 5146.366699
	Iteration 5Q: 3 clusters Score -3916261 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3916494.250000 Penalty: 5146.366699
	Iteration 6Q: 3 clusters Score -3916494 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3916726.750000 Penalty: 5146.366699
	Iteration 7Q: 3 clusters Score -3916727 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3916928.250000 Penalty: 5146.366699
	Iteration 8Q: 3 clusters Score -3916928 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3917160.500000 Penalty: 5146.366699
	Iteration 9Q: 3 clusters Score -3917160 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3917471.250000 Penalty: 5146.366699
	Iteration 10Q: 3 clusters Score -3917471 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3917825.250000 Penalty: 5146.366699
	Iteration 11Q: 3 clusters Score -3917825 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3918406.750000 Penalty: 5146.366699
	Iteration 12Q: 3 clusters Score -3918407 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3919144.000000 Penalty: 5146.366699
	Iteration 13Q: 3 clusters Score -3919144 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3920079.000000 Penalty: 5146.366699
	Iteration 14Q: 3 clusters Score -3920079 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3921208.000000 Penalty: 5146.366699
	Iteration 15Q: 3 clusters Score -3921208 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3922354.250000 Penalty: 5146.366699
	Iteration 16Q: 3 clusters Score -3922354 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3923257.000000 Penalty: 5146.366699
	Iteration 17Q: 3 clusters Score -3923257 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3923838.250000 Penalty: 5146.366699
	Iteration 18Q: 3 clusters Score -3923838 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3924290.250000 Penalty: 5146.366699
	Iteration 19Q: 3 clusters Score -3924290 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3924694.250000 Penalty: 5146.366699
	Iteration 20F: 3 clusters Score -3924694 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3925111.750000 Penalty: 5146.366699
	Iteration 21Q: 3 clusters Score -3925112 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3925613.500000 Penalty: 5146.366699
	Iteration 22Q: 3 clusters Score -3925614 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3926189.000000 Penalty: 5146.366699
	Iteration 23Q: 3 clusters Score -3926189 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3926700.250000 Penalty: 5146.366699
	Iteration 24Q: 3 clusters Score -3926700 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3927177.750000 Penalty: 5146.366699
	Iteration 25Q: 3 clusters Score -3927178 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3927480.500000 Penalty: 5146.366699
	Iteration 26Q: 3 clusters Score -3927480 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3927674.250000 Penalty: 5146.366699
	Iteration 27Q: 3 clusters Score -3927674 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3927761.250000 Penalty: 5146.366699
	Iteration 28Q: 3 clusters Score -3927761 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3927830.250000 Penalty: 5146.366699
	Iteration 29Q: 3 clusters Score -3927830 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3927865.250000 Penalty: 5146.366699
	Iteration 30Q: 3 clusters Score -3927865 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3927903.750000 Penalty: 5146.366699
	Iteration 31Q: 3 clusters Score -3927904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3927928.000000 Penalty: 5146.366699
	Iteration 32Q: 3 clusters Score -3927928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3927948.000000 Penalty: 5146.366699
	Iteration 33Q: 3 clusters Score -3927948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3927987.500000 Penalty: 5146.366699
	Iteration 34Q: 3 clusters Score -3927988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3928015.000000 Penalty: 5146.366699
	Iteration 35Q: 3 clusters Score -3928015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3928025.250000 Penalty: 5146.366699
	Iteration 36Q: 3 clusters Score -3928025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3928024.500000 Penalty: 5146.366699
	Iteration 37Q: 3 clusters Score -3928024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3928046.000000 Penalty: 5146.366699
	Iteration 38Q: 3 clusters Score -3928046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3928059.500000 Penalty: 5146.366699
	Iteration 39Q: 3 clusters Score -3928060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3928079.250000 Penalty: 5146.366699
	Iteration 40F: 3 clusters Score -3928079 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3928097.500000 Penalty: 5146.366699
	Iteration 41Q: 3 clusters Score -3928098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3928112.500000 Penalty: 5146.366699
	Iteration 42Q: 3 clusters Score -3928112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3928121.000000 Penalty: 5146.366699
	Iteration 43Q: 3 clusters Score -3928121 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3928140.000000 Penalty: 5146.366699
	Iteration 44Q: 3 clusters Score -3928140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3928157.000000 Penalty: 5146.366699
	Iteration 45Q: 3 clusters Score -3928157 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -3928174.500000 Penalty: 5146.366699
	Iteration 46Q: 3 clusters Score -3928174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3928187.500000 Penalty: 5146.366699
	Iteration 47Q: 3 clusters Score -3928188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3928208.250000 Penalty: 5146.366699
	Iteration 48Q: 3 clusters Score -3928208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3928217.750000 Penalty: 5146.366699
	Iteration 49Q: 3 clusters Score -3928218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3928235.000000 Penalty: 5146.366699
	Iteration 50Q: 3 clusters Score -3928235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3928253.750000 Penalty: 5146.366699
	Iteration 51Q: 3 clusters Score -3928254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3928272.000000 Penalty: 5146.366699
	Iteration 52Q: 3 clusters Score -3928272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3928285.750000 Penalty: 5146.366699
	Iteration 53Q: 3 clusters Score -3928286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3928289.750000 Penalty: 5146.366699
	Iteration 54Q: 3 clusters Score -3928290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3928294.750000 Penalty: 5146.366699
	Iteration 55Q: 3 clusters Score -3928295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3928306.250000 Penalty: 5146.366699
	Iteration 56Q: 3 clusters Score -3928306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3928316.000000 Penalty: 5146.366699
	Iteration 57Q: 3 clusters Score -3928316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3928317.750000 Penalty: 5146.366699
	Iteration 58Q: 3 clusters Score -3928318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3928325.750000 Penalty: 5146.366699
	Iteration 59Q: 3 clusters Score -3928326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3928338.750000 Penalty: 5146.366699
	Iteration 60F: 3 clusters Score -3928339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3928340.250000 Penalty: 5146.366699
	Iteration 61Q: 3 clusters Score -3928340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3928343.000000 Penalty: 5146.366699
	Iteration 62Q: 3 clusters Score -3928343 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3928362.000000 Penalty: 5146.366699
	Iteration 63Q: 3 clusters Score -3928362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3928368.750000 Penalty: 5146.366699
	Iteration 64Q: 3 clusters Score -3928369 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3928391.500000 Penalty: 5146.366699
	Iteration 65Q: 3 clusters Score -3928392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3928410.750000 Penalty: 5146.366699
	Iteration 66Q: 3 clusters Score -3928411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3928416.500000 Penalty: 5146.366699
	Iteration 67Q: 3 clusters Score -3928416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3928418.750000 Penalty: 5146.366699
	Iteration 68Q: 3 clusters Score -3928419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3928435.000000 Penalty: 5146.366699
	Iteration 69Q: 3 clusters Score -3928435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3928451.750000 Penalty: 5146.366699
	Iteration 70Q: 3 clusters Score -3928452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3928460.250000 Penalty: 5146.366699
	Iteration 71Q: 3 clusters Score -3928460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3928472.000000 Penalty: 5146.366699
	Iteration 72Q: 3 clusters Score -3928472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3928481.500000 Penalty: 5146.366699
	Iteration 73Q: 3 clusters Score -3928482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3928485.250000 Penalty: 5146.366699
	Iteration 74Q: 3 clusters Score -3928485 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3928495.750000 Penalty: 5146.366699
	Iteration 75Q: 3 clusters Score -3928496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3928508.250000 Penalty: 5146.366699
	Iteration 76Q: 3 clusters Score -3928508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3928519.750000 Penalty: 5146.366699
	Iteration 77Q: 3 clusters Score -3928520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3928528.500000 Penalty: 5146.366699
	Iteration 78Q: 3 clusters Score -3928528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3928545.750000 Penalty: 5146.366699
	Iteration 79Q: 3 clusters Score -3928546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3928563.750000 Penalty: 5146.366699
	Iteration 80F: 3 clusters Score -3928564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3928562.000000 Penalty: 5146.366699
	Iteration 81Q: 3 clusters Score -3928562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3928568.500000 Penalty: 5146.366699
	Iteration 82Q: 3 clusters Score -3928568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3928578.500000 Penalty: 5146.366699
	Iteration 83Q: 3 clusters Score -3928578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3928581.000000 Penalty: 5146.366699
	Iteration 84Q: 3 clusters Score -3928581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3928590.250000 Penalty: 5146.366699
	Iteration 85Q: 3 clusters Score -3928590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3928593.000000 Penalty: 5146.366699
	Iteration 86Q: 3 clusters Score -3928593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3928596.250000 Penalty: 5146.366699
	Iteration 87Q: 3 clusters Score -3928596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3928605.500000 Penalty: 5146.366699
	Iteration 88Q: 3 clusters Score -3928606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3928611.500000 Penalty: 5146.366699
	Iteration 89Q: 3 clusters Score -3928612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3928609.000000 Penalty: 5146.366699
	Iteration 90Q: 3 clusters Score -3928609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3928616.250000 Penalty: 5146.366699
	Iteration 91Q: 3 clusters Score -3928616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3928619.000000 Penalty: 5146.366699
	Iteration 92Q: 3 clusters Score -3928619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3928626.500000 Penalty: 5146.366699
	Iteration 93Q: 3 clusters Score -3928626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3928635.000000 Penalty: 5146.366699
	Iteration 94Q: 3 clusters Score -3928635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3928641.250000 Penalty: 5146.366699
	Iteration 95Q: 3 clusters Score -3928641 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3928640.250000 Penalty: 5146.366699
	Iteration 96Q: 3 clusters Score -3928640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3928656.750000 Penalty: 5146.366699
	Iteration 97Q: 3 clusters Score -3928657 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3928668.500000 Penalty: 5146.366699
	Iteration 98Q: 3 clusters Score -3928668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3928667.750000 Penalty: 5146.366699
	Iteration 99Q: 3 clusters Score -3928668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3928668.500000 Penalty: 5146.366699
	Iteration 100F: 3 clusters Score -3928668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3928681.000000 Penalty: 5146.366699
	Iteration 101Q: 3 clusters Score -3928681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3928695.500000 Penalty: 5146.366699
	Iteration 102Q: 3 clusters Score -3928696 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3928704.250000 Penalty: 5146.366699
	Iteration 103Q: 3 clusters Score -3928704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3928712.250000 Penalty: 5146.366699
	Iteration 104Q: 3 clusters Score -3928712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3928706.750000 Penalty: 5146.366699
	Iteration 105Q: 3 clusters Score -3928707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3928719.500000 Penalty: 5146.366699
	Iteration 106Q: 3 clusters Score -3928720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3928737.500000 Penalty: 5146.366699
	Iteration 107Q: 3 clusters Score -3928738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3928743.750000 Penalty: 5146.366699
	Iteration 108Q: 3 clusters Score -3928744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3928750.250000 Penalty: 5146.366699
	Iteration 109Q: 3 clusters Score -3928750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3928751.000000 Penalty: 5146.366699
	Iteration 110Q: 3 clusters Score -3928751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3928747.000000 Penalty: 5146.366699
	Iteration 111Q: 3 clusters Score -3928747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3928761.250000 Penalty: 5146.366699
	Iteration 112Q: 3 clusters Score -3928761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3928774.000000 Penalty: 5146.366699
	Iteration 113Q: 3 clusters Score -3928774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3928771.750000 Penalty: 5146.366699
	Iteration 114Q: 3 clusters Score -3928772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3928775.750000 Penalty: 5146.366699
	Iteration 115Q: 3 clusters Score -3928776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3928776.000000 Penalty: 5146.366699
	Iteration 116Q: 3 clusters Score -3928776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3928773.000000 Penalty: 5146.366699
	Iteration 117Q: 3 clusters Score -3928773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3928768.500000 Penalty: 5146.366699
	Iteration 118Q: 3 clusters Score -3928768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3928770.750000 Penalty: 5146.366699
	Iteration 119Q: 3 clusters Score -3928771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3928772.750000 Penalty: 5146.366699
	Iteration 120F: 3 clusters Score -3928773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3928778.750000 Penalty: 5146.366699
	Iteration 121Q: 3 clusters Score -3928779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3928771.250000 Penalty: 5146.366699
	Iteration 122Q: 3 clusters Score -3928771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3928777.250000 Penalty: 5146.366699
	Iteration 123Q: 3 clusters Score -3928777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3928769.750000 Penalty: 5146.366699
	Iteration 124Q: 3 clusters Score -3928770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3928767.250000 Penalty: 5146.366699
	Iteration 125Q: 3 clusters Score -3928767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3928772.000000 Penalty: 5146.366699
	Iteration 126Q: 3 clusters Score -3928772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3928772.250000 Penalty: 5146.366699
	Iteration 127Q: 3 clusters Score -3928772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3928779.750000 Penalty: 5146.366699
	Iteration 128Q: 3 clusters Score -3928780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3928779.000000 Penalty: 5146.366699
	Iteration 129Q: 3 clusters Score -3928779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3928781.000000 Penalty: 5146.366699
	Iteration 130Q: 3 clusters Score -3928781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3928780.750000 Penalty: 5146.366699
	Iteration 131Q: 3 clusters Score -3928781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3928786.500000 Penalty: 5146.366699
	Iteration 132Q: 3 clusters Score -3928786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3928790.750000 Penalty: 5146.366699
	Iteration 133Q: 3 clusters Score -3928791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3928792.000000 Penalty: 5146.366699
	Iteration 134Q: 3 clusters Score -3928792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3928794.000000 Penalty: 5146.366699
	Iteration 135Q: 3 clusters Score -3928794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3928793.500000 Penalty: 5146.366699
	Iteration 136Q: 3 clusters Score -3928794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3928793.750000 Penalty: 5146.366699
	Iteration 137Q: 3 clusters Score -3928794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3928790.750000 Penalty: 5146.366699
	Iteration 138Q: 3 clusters Score -3928791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3928789.750000 Penalty: 5146.366699
	Iteration 139Q: 3 clusters Score -3928790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3928795.000000 Penalty: 5146.366699
	Iteration 140F: 3 clusters Score -3928795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3928799.000000 Penalty: 5146.366699
	Iteration 141Q: 3 clusters Score -3928799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3928798.250000 Penalty: 5146.366699
	Iteration 142Q: 3 clusters Score -3928798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3928801.750000 Penalty: 5146.366699
	Iteration 143Q: 3 clusters Score -3928802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3928805.500000 Penalty: 5146.366699
	Iteration 144Q: 3 clusters Score -3928806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3928804.250000 Penalty: 5146.366699
	Iteration 145Q: 3 clusters Score -3928804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3928801.250000 Penalty: 5146.366699
	Iteration 146Q: 3 clusters Score -3928801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3928801.250000 Penalty: 5146.366699
	Iteration 147F: 3 clusters Score -3928801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Entering Unmasked Estep 
Score: -2527723.000000 Penalty: 2464.620361
	Iteration 0F: 2 clusters Score -2527723 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 10364 members 
Entering Unmasked Estep 
Score: -2513260.250000 Penalty: 4929.240723
	Iteration 0F: 3 clusters Score -2513260 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2518190.750000 Penalty: 4929.240723
	Iteration 1F: 3 clusters Score -2518191 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2518670.000000 Penalty: 4929.240723
	Iteration 2F: 3 clusters Score -2518670 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2519134.000000 Penalty: 4929.240723
	Iteration 3F: 3 clusters Score -2519134 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2519683.000000 Penalty: 4929.240723
	Iteration 4Q: 3 clusters Score -2519683 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2520276.250000 Penalty: 4929.240723
	Iteration 5F: 3 clusters Score -2520276 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2520950.000000 Penalty: 4929.240723
	Iteration 6F: 3 clusters Score -2520950 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2521693.250000 Penalty: 4929.240723
	Iteration 7F: 3 clusters Score -2521693 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2522441.000000 Penalty: 4929.240723
	Iteration 8F: 3 clusters Score -2522441 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2522994.250000 Penalty: 4929.240723
	Iteration 9F: 3 clusters Score -2522994 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2523371.000000 Penalty: 4929.240723
	Iteration 10Q: 3 clusters Score -2523371 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2523601.750000 Penalty: 4929.240723
	Iteration 11Q: 3 clusters Score -2523602 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2523811.750000 Penalty: 4929.240723
	Iteration 12Q: 3 clusters Score -2523812 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2523962.000000 Penalty: 4929.240723
	Iteration 13Q: 3 clusters Score -2523962 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2524085.250000 Penalty: 4929.240723
	Iteration 14Q: 3 clusters Score -2524085 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2524176.750000 Penalty: 4929.240723
	Iteration 15Q: 3 clusters Score -2524177 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2524269.500000 Penalty: 4929.240723
	Iteration 16Q: 3 clusters Score -2524270 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2524378.750000 Penalty: 4929.240723
	Iteration 17Q: 3 clusters Score -2524379 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2524459.750000 Penalty: 4929.240723
	Iteration 18Q: 3 clusters Score -2524460 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2524544.250000 Penalty: 4929.240723
	Iteration 19Q: 3 clusters Score -2524544 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2524609.000000 Penalty: 4929.240723
	Iteration 20F: 3 clusters Score -2524609 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2524697.000000 Penalty: 4929.240723
	Iteration 21Q: 3 clusters Score -2524697 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2524774.500000 Penalty: 4929.240723
	Iteration 22Q: 3 clusters Score -2524774 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2524857.000000 Penalty: 4929.240723
	Iteration 23Q: 3 clusters Score -2524857 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2524929.000000 Penalty: 4929.240723
	Iteration 24Q: 3 clusters Score -2524929 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2525004.500000 Penalty: 4929.240723
	Iteration 25Q: 3 clusters Score -2525004 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2525076.500000 Penalty: 4929.240723
	Iteration 26Q: 3 clusters Score -2525076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2525140.500000 Penalty: 4929.240723
	Iteration 27Q: 3 clusters Score -2525140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2525224.250000 Penalty: 4929.240723
	Iteration 28Q: 3 clusters Score -2525224 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2525301.750000 Penalty: 4929.240723
	Iteration 29Q: 3 clusters Score -2525302 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2525388.500000 Penalty: 4929.240723
	Iteration 30Q: 3 clusters Score -2525388 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2525484.500000 Penalty: 4929.240723
	Iteration 31Q: 3 clusters Score -2525484 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2525574.250000 Penalty: 4929.240723
	Iteration 32Q: 3 clusters Score -2525574 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2525651.250000 Penalty: 4929.240723
	Iteration 33Q: 3 clusters Score -2525651 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2525707.250000 Penalty: 4929.240723
	Iteration 34Q: 3 clusters Score -2525707 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2525762.000000 Penalty: 4929.240723
	Iteration 35Q: 3 clusters Score -2525762 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2525812.250000 Penalty: 4929.240723
	Iteration 36Q: 3 clusters Score -2525812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2525859.000000 Penalty: 4929.240723
	Iteration 37Q: 3 clusters Score -2525859 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2525898.750000 Penalty: 4929.240723
	Iteration 38Q: 3 clusters Score -2525899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2525923.500000 Penalty: 4929.240723
	Iteration 39Q: 3 clusters Score -2525924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2525952.750000 Penalty: 4929.240723
	Iteration 40F: 3 clusters Score -2525953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2525969.750000 Penalty: 4929.240723
	Iteration 41Q: 3 clusters Score -2525970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2525992.750000 Penalty: 4929.240723
	Iteration 42Q: 3 clusters Score -2525993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2526006.250000 Penalty: 4929.240723
	Iteration 43Q: 3 clusters Score -2526006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2526014.500000 Penalty: 4929.240723
	Iteration 44Q: 3 clusters Score -2526014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2526031.500000 Penalty: 4929.240723
	Iteration 45Q: 3 clusters Score -2526032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2526041.500000 Penalty: 4929.240723
	Iteration 46Q: 3 clusters Score -2526042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2526067.250000 Penalty: 4929.240723
	Iteration 47Q: 3 clusters Score -2526067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2526085.000000 Penalty: 4929.240723
	Iteration 48Q: 3 clusters Score -2526085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2526108.000000 Penalty: 4929.240723
	Iteration 49Q: 3 clusters Score -2526108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2526127.250000 Penalty: 4929.240723
	Iteration 50Q: 3 clusters Score -2526127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2526140.750000 Penalty: 4929.240723
	Iteration 51Q: 3 clusters Score -2526141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2526152.000000 Penalty: 4929.240723
	Iteration 52Q: 3 clusters Score -2526152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2526156.500000 Penalty: 4929.240723
	Iteration 53Q: 3 clusters Score -2526156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2526157.250000 Penalty: 4929.240723
	Iteration 54Q: 3 clusters Score -2526157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2526160.250000 Penalty: 4929.240723
	Iteration 55Q: 3 clusters Score -2526160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2526166.750000 Penalty: 4929.240723
	Iteration 56Q: 3 clusters Score -2526167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2526169.750000 Penalty: 4929.240723
	Iteration 57Q: 3 clusters Score -2526170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2526172.500000 Penalty: 4929.240723
	Iteration 58Q: 3 clusters Score -2526172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2526177.750000 Penalty: 4929.240723
	Iteration 59Q: 3 clusters Score -2526178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2526178.000000 Penalty: 4929.240723
	Iteration 60F: 3 clusters Score -2526178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2526181.250000 Penalty: 4929.240723
	Iteration 61Q: 3 clusters Score -2526181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2526180.750000 Penalty: 4929.240723
	Iteration 62Q: 3 clusters Score -2526181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2526187.750000 Penalty: 4929.240723
	Iteration 63Q: 3 clusters Score -2526188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2526191.750000 Penalty: 4929.240723
	Iteration 64Q: 3 clusters Score -2526192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2526188.250000 Penalty: 4929.240723
	Iteration 65Q: 3 clusters Score -2526188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2526195.750000 Penalty: 4929.240723
	Iteration 66Q: 3 clusters Score -2526196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2526194.500000 Penalty: 4929.240723
	Iteration 67Q: 3 clusters Score -2526194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2526194.500000 Penalty: 4929.240723
	Iteration 68F: 3 clusters Score -2526194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Entering Unmasked Estep 
Score: -3644507.500000 Penalty: 2553.718262
	Iteration 0F: 2 clusters Score -3644508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3624207.500000 Penalty: 5107.436523
	Iteration 0F: 3 clusters Score -3624208 nChanged 13395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3631706.000000 Penalty: 5107.436523
	Iteration 1F: 3 clusters Score -3631706 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3632227.250000 Penalty: 5107.436523
	Iteration 2Q: 3 clusters Score -3632227 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3632737.750000 Penalty: 5107.436523
	Iteration 3Q: 3 clusters Score -3632738 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3633230.000000 Penalty: 5107.436523
	Iteration 4Q: 3 clusters Score -3633230 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3633702.500000 Penalty: 5107.436523
	Iteration 5Q: 3 clusters Score -3633702 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3634207.500000 Penalty: 5107.436523
	Iteration 6Q: 3 clusters Score -3634208 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3634638.500000 Penalty: 5107.436523
	Iteration 7Q: 3 clusters Score -3634638 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3635080.000000 Penalty: 5107.436523
	Iteration 8Q: 3 clusters Score -3635080 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3635531.250000 Penalty: 5107.436523
	Iteration 9Q: 3 clusters Score -3635531 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3635939.000000 Penalty: 5107.436523
	Iteration 10Q: 3 clusters Score -3635939 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3636353.000000 Penalty: 5107.436523
	Iteration 11Q: 3 clusters Score -3636353 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3636746.750000 Penalty: 5107.436523
	Iteration 12Q: 3 clusters Score -3636747 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3637042.500000 Penalty: 5107.436523
	Iteration 13Q: 3 clusters Score -3637042 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3637358.500000 Penalty: 5107.436523
	Iteration 14Q: 3 clusters Score -3637358 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3637593.500000 Penalty: 5107.436523
	Iteration 15Q: 3 clusters Score -3637594 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3637826.000000 Penalty: 5107.436523
	Iteration 16Q: 3 clusters Score -3637826 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3638039.500000 Penalty: 5107.436523
	Iteration 17Q: 3 clusters Score -3638040 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3638218.500000 Penalty: 5107.436523
	Iteration 18Q: 3 clusters Score -3638218 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3638359.250000 Penalty: 5107.436523
	Iteration 19Q: 3 clusters Score -3638359 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3638434.500000 Penalty: 5107.436523
	Iteration 20F: 3 clusters Score -3638434 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3638504.750000 Penalty: 5107.436523
	Iteration 21Q: 3 clusters Score -3638505 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3638573.250000 Penalty: 5107.436523
	Iteration 22Q: 3 clusters Score -3638573 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3638626.750000 Penalty: 5107.436523
	Iteration 23Q: 3 clusters Score -3638627 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3638701.500000 Penalty: 5107.436523
	Iteration 24Q: 3 clusters Score -3638702 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3638756.750000 Penalty: 5107.436523
	Iteration 25Q: 3 clusters Score -3638757 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3638787.750000 Penalty: 5107.436523
	Iteration 26Q: 3 clusters Score -3638788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3638826.500000 Penalty: 5107.436523
	Iteration 27Q: 3 clusters Score -3638826 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3638854.250000 Penalty: 5107.436523
	Iteration 28Q: 3 clusters Score -3638854 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3638908.000000 Penalty: 5107.436523
	Iteration 29Q: 3 clusters Score -3638908 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3638932.250000 Penalty: 5107.436523
	Iteration 30Q: 3 clusters Score -3638932 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3638990.500000 Penalty: 5107.436523
	Iteration 31Q: 3 clusters Score -3638990 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3639026.750000 Penalty: 5107.436523
	Iteration 32Q: 3 clusters Score -3639027 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3639073.000000 Penalty: 5107.436523
	Iteration 33Q: 3 clusters Score -3639073 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3639133.750000 Penalty: 5107.436523
	Iteration 34Q: 3 clusters Score -3639134 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3639172.250000 Penalty: 5107.436523
	Iteration 35Q: 3 clusters Score -3639172 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3639251.250000 Penalty: 5107.436523
	Iteration 36Q: 3 clusters Score -3639251 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3639317.500000 Penalty: 5107.436523
	Iteration 37Q: 3 clusters Score -3639318 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3639377.750000 Penalty: 5107.436523
	Iteration 38Q: 3 clusters Score -3639378 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3639426.000000 Penalty: 5107.436523
	Iteration 39Q: 3 clusters Score -3639426 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3639495.250000 Penalty: 5107.436523
	Iteration 40F: 3 clusters Score -3639495 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3639589.750000 Penalty: 5107.436523
	Iteration 41Q: 3 clusters Score -3639590 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3639703.000000 Penalty: 5107.436523
	Iteration 42Q: 3 clusters Score -3639703 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3639801.500000 Penalty: 5107.436523
	Iteration 43Q: 3 clusters Score -3639802 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3639919.750000 Penalty: 5107.436523
	Iteration 44Q: 3 clusters Score -3639920 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3640015.250000 Penalty: 5107.436523
	Iteration 45Q: 3 clusters Score -3640015 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3640117.000000 Penalty: 5107.436523
	Iteration 46Q: 3 clusters Score -3640117 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3640222.750000 Penalty: 5107.436523
	Iteration 47Q: 3 clusters Score -3640223 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3640301.250000 Penalty: 5107.436523
	Iteration 48Q: 3 clusters Score -3640301 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3640425.500000 Penalty: 5107.436523
	Iteration 49Q: 3 clusters Score -3640426 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3640507.000000 Penalty: 5107.436523
	Iteration 50Q: 3 clusters Score -3640507 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3640587.750000 Penalty: 5107.436523
	Iteration 51Q: 3 clusters Score -3640588 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3640657.750000 Penalty: 5107.436523
	Iteration 52Q: 3 clusters Score -3640658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3640716.250000 Penalty: 5107.436523
	Iteration 53Q: 3 clusters Score -3640716 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3640789.500000 Penalty: 5107.436523
	Iteration 54Q: 3 clusters Score -3640790 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3640865.750000 Penalty: 5107.436523
	Iteration 55Q: 3 clusters Score -3640866 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3640914.500000 Penalty: 5107.436523
	Iteration 56Q: 3 clusters Score -3640914 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3640939.000000 Penalty: 5107.436523
	Iteration 57Q: 3 clusters Score -3640939 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3640984.500000 Penalty: 5107.436523
	Iteration 58Q: 3 clusters Score -3640984 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3641031.250000 Penalty: 5107.436523
	Iteration 59Q: 3 clusters Score -3641031 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3641076.000000 Penalty: 5107.436523
	Iteration 60F: 3 clusters Score -3641076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3641117.000000 Penalty: 5107.436523
	Iteration 61Q: 3 clusters Score -3641117 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3641161.250000 Penalty: 5107.436523
	Iteration 62Q: 3 clusters Score -3641161 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3641204.000000 Penalty: 5107.436523
	Iteration 63Q: 3 clusters Score -3641204 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3641232.250000 Penalty: 5107.436523
	Iteration 64Q: 3 clusters Score -3641232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3641283.500000 Penalty: 5107.436523
	Iteration 65Q: 3 clusters Score -3641284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3641305.000000 Penalty: 5107.436523
	Iteration 66Q: 3 clusters Score -3641305 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3641345.000000 Penalty: 5107.436523
	Iteration 67Q: 3 clusters Score -3641345 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3641387.750000 Penalty: 5107.436523
	Iteration 68Q: 3 clusters Score -3641388 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3641446.000000 Penalty: 5107.436523
	Iteration 69Q: 3 clusters Score -3641446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3641470.500000 Penalty: 5107.436523
	Iteration 70Q: 3 clusters Score -3641470 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3641522.750000 Penalty: 5107.436523
	Iteration 71Q: 3 clusters Score -3641523 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3641559.750000 Penalty: 5107.436523
	Iteration 72Q: 3 clusters Score -3641560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3641593.500000 Penalty: 5107.436523
	Iteration 73Q: 3 clusters Score -3641594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3641634.250000 Penalty: 5107.436523
	Iteration 74Q: 3 clusters Score -3641634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3641677.500000 Penalty: 5107.436523
	Iteration 75Q: 3 clusters Score -3641678 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3641706.750000 Penalty: 5107.436523
	Iteration 76Q: 3 clusters Score -3641707 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3641741.250000 Penalty: 5107.436523
	Iteration 77Q: 3 clusters Score -3641741 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3641769.750000 Penalty: 5107.436523
	Iteration 78Q: 3 clusters Score -3641770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3641813.250000 Penalty: 5107.436523
	Iteration 79Q: 3 clusters Score -3641813 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3641847.750000 Penalty: 5107.436523
	Iteration 80F: 3 clusters Score -3641848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3641886.500000 Penalty: 5107.436523
	Iteration 81Q: 3 clusters Score -3641886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3641929.000000 Penalty: 5107.436523
	Iteration 82Q: 3 clusters Score -3641929 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3641975.500000 Penalty: 5107.436523
	Iteration 83Q: 3 clusters Score -3641976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3642007.250000 Penalty: 5107.436523
	Iteration 84Q: 3 clusters Score -3642007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3642033.000000 Penalty: 5107.436523
	Iteration 85Q: 3 clusters Score -3642033 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3642074.500000 Penalty: 5107.436523
	Iteration 86Q: 3 clusters Score -3642074 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3642096.500000 Penalty: 5107.436523
	Iteration 87Q: 3 clusters Score -3642096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3642134.000000 Penalty: 5107.436523
	Iteration 88Q: 3 clusters Score -3642134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3642140.750000 Penalty: 5107.436523
	Iteration 89Q: 3 clusters Score -3642141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3642155.500000 Penalty: 5107.436523
	Iteration 90Q: 3 clusters Score -3642156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3642183.250000 Penalty: 5107.436523
	Iteration 91Q: 3 clusters Score -3642183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3642206.500000 Penalty: 5107.436523
	Iteration 92Q: 3 clusters Score -3642206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3642227.500000 Penalty: 5107.436523
	Iteration 93Q: 3 clusters Score -3642228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3642249.000000 Penalty: 5107.436523
	Iteration 94Q: 3 clusters Score -3642249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3642270.250000 Penalty: 5107.436523
	Iteration 95Q: 3 clusters Score -3642270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3642288.750000 Penalty: 5107.436523
	Iteration 96Q: 3 clusters Score -3642289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3642307.500000 Penalty: 5107.436523
	Iteration 97Q: 3 clusters Score -3642308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3642321.750000 Penalty: 5107.436523
	Iteration 98Q: 3 clusters Score -3642322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3642346.500000 Penalty: 5107.436523
	Iteration 99Q: 3 clusters Score -3642346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3642356.250000 Penalty: 5107.436523
	Iteration 100F: 3 clusters Score -3642356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3642367.750000 Penalty: 5107.436523
	Iteration 101Q: 3 clusters Score -3642368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3642376.000000 Penalty: 5107.436523
	Iteration 102Q: 3 clusters Score -3642376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3642387.000000 Penalty: 5107.436523
	Iteration 103Q: 3 clusters Score -3642387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3642387.750000 Penalty: 5107.436523
	Iteration 104Q: 3 clusters Score -3642388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3642393.000000 Penalty: 5107.436523
	Iteration 105Q: 3 clusters Score -3642393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3642405.500000 Penalty: 5107.436523
	Iteration 106Q: 3 clusters Score -3642406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3642412.500000 Penalty: 5107.436523
	Iteration 107Q: 3 clusters Score -3642412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3642421.250000 Penalty: 5107.436523
	Iteration 108Q: 3 clusters Score -3642421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3642420.750000 Penalty: 5107.436523
	Iteration 109Q: 3 clusters Score -3642421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3642427.500000 Penalty: 5107.436523
	Iteration 110Q: 3 clusters Score -3642428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3642434.500000 Penalty: 5107.436523
	Iteration 111Q: 3 clusters Score -3642434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3642437.750000 Penalty: 5107.436523
	Iteration 112Q: 3 clusters Score -3642438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3642432.500000 Penalty: 5107.436523
	Iteration 113Q: 3 clusters Score -3642432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3642439.750000 Penalty: 5107.436523
	Iteration 114Q: 3 clusters Score -3642440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3642442.750000 Penalty: 5107.436523
	Iteration 115Q: 3 clusters Score -3642443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3642436.750000 Penalty: 5107.436523
	Iteration 116Q: 3 clusters Score -3642437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3642445.250000 Penalty: 5107.436523
	Iteration 117Q: 3 clusters Score -3642445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3642440.000000 Penalty: 5107.436523
	Iteration 118Q: 3 clusters Score -3642440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3642438.750000 Penalty: 5107.436523
	Iteration 119Q: 3 clusters Score -3642439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3642437.750000 Penalty: 5107.436523
	Iteration 120F: 3 clusters Score -3642438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3642447.000000 Penalty: 5107.436523
	Iteration 121Q: 3 clusters Score -3642447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3642449.750000 Penalty: 5107.436523
	Iteration 122Q: 3 clusters Score -3642450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3642450.250000 Penalty: 5107.436523
	Iteration 123Q: 3 clusters Score -3642450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3642450.250000 Penalty: 5107.436523
	Iteration 124F: 3 clusters Score -3642450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Entering Unmasked Estep 
Score: -5412909.500000 Penalty: 2661.220703
	Iteration 0F: 2 clusters Score -5412910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5381895.000000 Penalty: 5322.441406
	Iteration 0F: 3 clusters Score -5381895 nChanged 21011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -5393575.500000 Penalty: 5322.441406
	Iteration 1F: 3 clusters Score -5393576 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -5394403.000000 Penalty: 5322.441406
	Iteration 2Q: 3 clusters Score -5394403 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -5395528.000000 Penalty: 5322.441406
	Iteration 3F: 3 clusters Score -5395528 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5397227.000000 Penalty: 5322.441406
	Iteration 4F: 3 clusters Score -5397227 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -5399865.500000 Penalty: 5322.441406
	Iteration 5F: 3 clusters Score -5399866 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -5403406.500000 Penalty: 5322.441406
	Iteration 6F: 3 clusters Score -5403406 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -5406900.500000 Penalty: 5322.441406
	Iteration 7F: 3 clusters Score -5406900 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5409456.500000 Penalty: 5322.441406
	Iteration 8F: 3 clusters Score -5409456 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -5410759.500000 Penalty: 5322.441406
	Iteration 9Q: 3 clusters Score -5410760 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5411269.500000 Penalty: 5322.441406
	Iteration 10Q: 3 clusters Score -5411270 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -5411446.500000 Penalty: 5322.441406
	Iteration 11Q: 3 clusters Score -5411446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -5411532.000000 Penalty: 5322.441406
	Iteration 12Q: 3 clusters Score -5411532 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5411586.000000 Penalty: 5322.441406
	Iteration 13Q: 3 clusters Score -5411586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5411625.000000 Penalty: 5322.441406
	Iteration 14Q: 3 clusters Score -5411625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5411632.000000 Penalty: 5322.441406
	Iteration 15Q: 3 clusters Score -5411632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5411660.000000 Penalty: 5322.441406
	Iteration 16Q: 3 clusters Score -5411660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -5411683.000000 Penalty: 5322.441406
	Iteration 17Q: 3 clusters Score -5411683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5411691.000000 Penalty: 5322.441406
	Iteration 18Q: 3 clusters Score -5411691 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -5411759.500000 Penalty: 5322.441406
	Iteration 19Q: 3 clusters Score -5411760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5411791.000000 Penalty: 5322.441406
	Iteration 20F: 3 clusters Score -5411791 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5411835.000000 Penalty: 5322.441406
	Iteration 21Q: 3 clusters Score -5411835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5411877.000000 Penalty: 5322.441406
	Iteration 22Q: 3 clusters Score -5411877 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5411898.000000 Penalty: 5322.441406
	Iteration 23Q: 3 clusters Score -5411898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -5411911.500000 Penalty: 5322.441406
	Iteration 24Q: 3 clusters Score -5411912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5411942.000000 Penalty: 5322.441406
	Iteration 25Q: 3 clusters Score -5411942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5411954.000000 Penalty: 5322.441406
	Iteration 26Q: 3 clusters Score -5411954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5411961.500000 Penalty: 5322.441406
	Iteration 27Q: 3 clusters Score -5411962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5411966.500000 Penalty: 5322.441406
	Iteration 28Q: 3 clusters Score -5411966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5411964.500000 Penalty: 5322.441406
	Iteration 29Q: 3 clusters Score -5411964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5411969.000000 Penalty: 5322.441406
	Iteration 30Q: 3 clusters Score -5411969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5411972.500000 Penalty: 5322.441406
	Iteration 31Q: 3 clusters Score -5411972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5411969.000000 Penalty: 5322.441406
	Iteration 32Q: 3 clusters Score -5411969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5411963.500000 Penalty: 5322.441406
	Iteration 33Q: 3 clusters Score -5411964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5411967.000000 Penalty: 5322.441406
	Iteration 34Q: 3 clusters Score -5411967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -5411968.500000 Penalty: 5322.441406
	Iteration 35Q: 3 clusters Score -5411968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5411966.500000 Penalty: 5322.441406
	Iteration 36Q: 3 clusters Score -5411966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5411966.500000 Penalty: 5322.441406
	Iteration 37F: 3 clusters Score -5411966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -132171.687500 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -132171.7 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 600 members 
Entering Unmasked Estep 
Score: -130118.390625 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -130118.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -130522.617188 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -130522.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130686.796875 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -130686.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130816.203125 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -130816.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -130926.218750 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -130926.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131032.382812 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -131032.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131173.734375 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -131173.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131284.203125 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -131284.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131398.171875 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -131398.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131505.625000 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -131505.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131631.781250 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -131631.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131834.203125 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -131834.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132045.890625 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -132045.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132175.828125 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -132175.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132240.093750 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -132240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132275.937500 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -132275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -132310.296875 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -132310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132325.453125 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -132325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132325.453125 Penalty: 3522.022705
	Iteration 18F: 3 clusters Score -132325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 172676 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 36427 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 172544 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29651 members 
Mstep: Class 14 contains 45740 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 17 contains 169457 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 178893 members 
Mstep: Class 22 contains 31080 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 562 members 
Entering Unmasked Estep 
Score: -124250968.000000 Penalty: 96178.070312
Splitting cluster 15 changes total score from -124251896.000000 to -124250968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -848321.125000 Penalty: 2199.575928
	Iteration 0F: 2 clusters Score -848321.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -842461.375000 Penalty: 4399.151855
	Iteration 0F: 3 clusters Score -842461.4 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -844032.187500 Penalty: 4399.151855
	Iteration 1F: 3 clusters Score -844032.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -844293.437500 Penalty: 4399.151855
	Iteration 2F: 3 clusters Score -844293.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -844463.375000 Penalty: 4399.151855
	Iteration 3F: 3 clusters Score -844463.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -844576.562500 Penalty: 4399.151855
	Iteration 4Q: 3 clusters Score -844576.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -844654.625000 Penalty: 4399.151855
	Iteration 5Q: 3 clusters Score -844654.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -844727.750000 Penalty: 4399.151855
	Iteration 6Q: 3 clusters Score -844727.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -844796.062500 Penalty: 4399.151855
	Iteration 7Q: 3 clusters Score -844796.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -844860.812500 Penalty: 4399.151855
	Iteration 8Q: 3 clusters Score -844860.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -844924.500000 Penalty: 4399.151855
	Iteration 9Q: 3 clusters Score -844924.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -844995.375000 Penalty: 4399.151855
	Iteration 10Q: 3 clusters Score -844995.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -845083.250000 Penalty: 4399.151855
	Iteration 11Q: 3 clusters Score -845083.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -845190.750000 Penalty: 4399.151855
	Iteration 12Q: 3 clusters Score -845190.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -845318.312500 Penalty: 4399.151855
	Iteration 13Q: 3 clusters Score -845318.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -845440.062500 Penalty: 4399.151855
	Iteration 14Q: 3 clusters Score -845440.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -845554.562500 Penalty: 4399.151855
	Iteration 15Q: 3 clusters Score -845554.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -845658.062500 Penalty: 4399.151855
	Iteration 16Q: 3 clusters Score -845658.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -845769.187500 Penalty: 4399.151855
	Iteration 17Q: 3 clusters Score -845769.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -845873.875000 Penalty: 4399.151855
	Iteration 18Q: 3 clusters Score -845873.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -845968.625000 Penalty: 4399.151855
	Iteration 19Q: 3 clusters Score -845968.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -846049.437500 Penalty: 4399.151855
	Iteration 20F: 3 clusters Score -846049.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -846138.437500 Penalty: 4399.151855
	Iteration 21Q: 3 clusters Score -846138.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -846223.937500 Penalty: 4399.151855
	Iteration 22Q: 3 clusters Score -846223.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -846286.687500 Penalty: 4399.151855
	Iteration 23Q: 3 clusters Score -846286.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -846329.937500 Penalty: 4399.151855
	Iteration 24Q: 3 clusters Score -846329.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -846363.625000 Penalty: 4399.151855
	Iteration 25Q: 3 clusters Score -846363.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -846400.437500 Penalty: 4399.151855
	Iteration 26Q: 3 clusters Score -846400.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -846427.062500 Penalty: 4399.151855
	Iteration 27Q: 3 clusters Score -846427.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -846449.937500 Penalty: 4399.151855
	Iteration 28Q: 3 clusters Score -846449.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -846485.875000 Penalty: 4399.151855
	Iteration 29Q: 3 clusters Score -846485.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -846517.500000 Penalty: 4399.151855
	Iteration 30Q: 3 clusters Score -846517.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -846541.250000 Penalty: 4399.151855
	Iteration 31Q: 3 clusters Score -846541.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -846567.937500 Penalty: 4399.151855
	Iteration 32Q: 3 clusters Score -846567.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -846591.937500 Penalty: 4399.151855
	Iteration 33Q: 3 clusters Score -846591.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -846610.937500 Penalty: 4399.151855
	Iteration 34Q: 3 clusters Score -846610.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -846633.875000 Penalty: 4399.151855
	Iteration 35Q: 3 clusters Score -846633.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -846655.500000 Penalty: 4399.151855
	Iteration 36Q: 3 clusters Score -846655.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -846673.000000 Penalty: 4399.151855
	Iteration 37Q: 3 clusters Score -846673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -846680.625000 Penalty: 4399.151855
	Iteration 38Q: 3 clusters Score -846680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -846685.000000 Penalty: 4399.151855
	Iteration 39Q: 3 clusters Score -846685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -846690.500000 Penalty: 4399.151855
	Iteration 40F: 3 clusters Score -846690.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -846693.125000 Penalty: 4399.151855
	Iteration 41Q: 3 clusters Score -846693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -846692.625000 Penalty: 4399.151855
	Iteration 42Q: 3 clusters Score -846692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -846696.062500 Penalty: 4399.151855
	Iteration 43Q: 3 clusters Score -846696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -846697.562500 Penalty: 4399.151855
	Iteration 44Q: 3 clusters Score -846697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -846699.375000 Penalty: 4399.151855
	Iteration 45Q: 3 clusters Score -846699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -846699.062500 Penalty: 4399.151855
	Iteration 46Q: 3 clusters Score -846699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -846699.562500 Penalty: 4399.151855
	Iteration 47Q: 3 clusters Score -846699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -846700.000000 Penalty: 4399.151855
	Iteration 48Q: 3 clusters Score -846700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -846702.187500 Penalty: 4399.151855
	Iteration 49Q: 3 clusters Score -846702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -846701.875000 Penalty: 4399.151855
	Iteration 50Q: 3 clusters Score -846701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -846703.062500 Penalty: 4399.151855
	Iteration 51Q: 3 clusters Score -846703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -846701.937500 Penalty: 4399.151855
	Iteration 52Q: 3 clusters Score -846701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -846702.250000 Penalty: 4399.151855
	Iteration 53Q: 3 clusters Score -846702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -846702.687500 Penalty: 4399.151855
	Iteration 54Q: 3 clusters Score -846702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -846702.562500 Penalty: 4399.151855
	Iteration 55Q: 3 clusters Score -846702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -846704.687500 Penalty: 4399.151855
	Iteration 56Q: 3 clusters Score -846704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -846705.437500 Penalty: 4399.151855
	Iteration 57Q: 3 clusters Score -846705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -846707.437500 Penalty: 4399.151855
	Iteration 58Q: 3 clusters Score -846707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -846711.125000 Penalty: 4399.151855
	Iteration 59Q: 3 clusters Score -846711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -846711.812500 Penalty: 4399.151855
	Iteration 60F: 3 clusters Score -846711.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169457 members 
Entering Unmasked Estep 
Score: -20638948.000000 Penalty: 2986.008057
	Iteration 0F: 2 clusters Score -2.063895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -20526812.000000 Penalty: 5972.016113
	Iteration 0F: 3 clusters Score -2.052681e+07 nChanged 81141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -20575304.000000 Penalty: 5972.016113
	Iteration 1F: 3 clusters Score -2.05753e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -20577252.000000 Penalty: 5972.016113
	Iteration 2Q: 3 clusters Score -2.057725e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -20579714.000000 Penalty: 5972.016113
	Iteration 3Q: 3 clusters Score -2.057971e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -20582972.000000 Penalty: 5972.016113
	Iteration 4Q: 3 clusters Score -2.058297e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -20586480.000000 Penalty: 5972.016113
	Iteration 5Q: 3 clusters Score -2.058648e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -20590212.000000 Penalty: 5972.016113
	Iteration 6Q: 3 clusters Score -2.059021e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -20594818.000000 Penalty: 5972.016113
	Iteration 7Q: 3 clusters Score -2.059482e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113356 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -20599826.000000 Penalty: 5972.016113
	Iteration 8F: 3 clusters Score -2.059983e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -20605540.000000 Penalty: 5972.016113
	Iteration 9F: 3 clusters Score -2.060554e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130441 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -20611734.000000 Penalty: 5972.016113
	Iteration 10F: 3 clusters Score -2.061173e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139407 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -20618158.000000 Penalty: 5972.016113
	Iteration 11F: 3 clusters Score -2.061816e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -20624164.000000 Penalty: 5972.016113
	Iteration 12Q: 3 clusters Score -2.062416e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -20628782.000000 Penalty: 5972.016113
	Iteration 13Q: 3 clusters Score -2.062878e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -20632158.000000 Penalty: 5972.016113
	Iteration 14Q: 3 clusters Score -2.063216e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162613 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -20634380.000000 Penalty: 5972.016113
	Iteration 15Q: 3 clusters Score -2.063438e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164629 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -20635658.000000 Penalty: 5972.016113
	Iteration 16Q: 3 clusters Score -2.063566e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -20636334.000000 Penalty: 5972.016113
	Iteration 17Q: 3 clusters Score -2.063633e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166294 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -20636780.000000 Penalty: 5972.016113
	Iteration 18Q: 3 clusters Score -2.063678e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -20637068.000000 Penalty: 5972.016113
	Iteration 19Q: 3 clusters Score -2.063707e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166772 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -20637254.000000 Penalty: 5972.016113
	Iteration 20F: 3 clusters Score -2.063725e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166870 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -20637384.000000 Penalty: 5972.016113
	Iteration 21Q: 3 clusters Score -2.063738e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166926 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -20637454.000000 Penalty: 5972.016113
	Iteration 22Q: 3 clusters Score -2.063745e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -20637484.000000 Penalty: 5972.016113
	Iteration 23Q: 3 clusters Score -2.063748e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20637520.000000 Penalty: 5972.016113
	Iteration 24Q: 3 clusters Score -2.063752e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166997 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -20637520.000000 Penalty: 5972.016113
	Iteration 25Q: 3 clusters Score -2.063752e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20637532.000000 Penalty: 5972.016113
	Iteration 26Q: 3 clusters Score -2.063753e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167003 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -20637528.000000 Penalty: 5972.016113
	Iteration 27Q: 3 clusters Score -2.063753e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -20637522.000000 Penalty: 5972.016113
	Iteration 28Q: 3 clusters Score -2.063752e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167016 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -20637540.000000 Penalty: 5972.016113
	Iteration 29Q: 3 clusters Score -2.063754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20637536.000000 Penalty: 5972.016113
	Iteration 30Q: 3 clusters Score -2.063754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167028 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -20637570.000000 Penalty: 5972.016113
	Iteration 31Q: 3 clusters Score -2.063757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167027 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -20637564.000000 Penalty: 5972.016113
	Iteration 32Q: 3 clusters Score -2.063756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -20637552.000000 Penalty: 5972.016113
	Iteration 33Q: 3 clusters Score -2.063755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20637550.000000 Penalty: 5972.016113
	Iteration 34Q: 3 clusters Score -2.063755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -20637544.000000 Penalty: 5972.016113
	Iteration 35Q: 3 clusters Score -2.063754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20637550.000000 Penalty: 5972.016113
	Iteration 36Q: 3 clusters Score -2.063755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20637538.000000 Penalty: 5972.016113
	Iteration 37Q: 3 clusters Score -2.063754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20637552.000000 Penalty: 5972.016113
	Iteration 38Q: 3 clusters Score -2.063755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20637570.000000 Penalty: 5972.016113
	Iteration 39Q: 3 clusters Score -2.063757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167026 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -20637560.000000 Penalty: 5972.016113
	Iteration 40F: 3 clusters Score -2.063756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167027 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -20637568.000000 Penalty: 5972.016113
	Iteration 41Q: 3 clusters Score -2.063757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -20637572.000000 Penalty: 5972.016113
	Iteration 42Q: 3 clusters Score -2.063757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167027 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -20637562.000000 Penalty: 5972.016113
	Iteration 43Q: 3 clusters Score -2.063756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167027 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -20637560.000000 Penalty: 5972.016113
	Iteration 44Q: 3 clusters Score -2.063756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167027 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -20637560.000000 Penalty: 5972.016113
	Iteration 45F: 3 clusters Score -2.063756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Entering Unmasked Estep 
Score: -1229282.000000 Penalty: 2285.648193
	Iteration 0F: 2 clusters Score -1229282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1221548.375000 Penalty: 4571.296387
	Iteration 0F: 3 clusters Score -1221548 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1223828.625000 Penalty: 4571.296387
	Iteration 1F: 3 clusters Score -1223829 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1224143.500000 Penalty: 4571.296387
	Iteration 2F: 3 clusters Score -1224144 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1224416.125000 Penalty: 4571.296387
	Iteration 3F: 3 clusters Score -1224416 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1224744.125000 Penalty: 4571.296387
	Iteration 4F: 3 clusters Score -1224744 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1225117.750000 Penalty: 4571.296387
	Iteration 5F: 3 clusters Score -1225118 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1225588.125000 Penalty: 4571.296387
	Iteration 6F: 3 clusters Score -1225588 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1226055.875000 Penalty: 4571.296387
	Iteration 7F: 3 clusters Score -1226056 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1226481.250000 Penalty: 4571.296387
	Iteration 8F: 3 clusters Score -1226481 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1226794.750000 Penalty: 4571.296387
	Iteration 9Q: 3 clusters Score -1226795 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1227016.750000 Penalty: 4571.296387
	Iteration 10Q: 3 clusters Score -1227017 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1227160.250000 Penalty: 4571.296387
	Iteration 11Q: 3 clusters Score -1227160 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1227257.250000 Penalty: 4571.296387
	Iteration 12Q: 3 clusters Score -1227257 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1227324.250000 Penalty: 4571.296387
	Iteration 13Q: 3 clusters Score -1227324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1227366.625000 Penalty: 4571.296387
	Iteration 14Q: 3 clusters Score -1227367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1227403.125000 Penalty: 4571.296387
	Iteration 15Q: 3 clusters Score -1227403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1227423.375000 Penalty: 4571.296387
	Iteration 16Q: 3 clusters Score -1227423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1227440.875000 Penalty: 4571.296387
	Iteration 17Q: 3 clusters Score -1227441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1227455.875000 Penalty: 4571.296387
	Iteration 18Q: 3 clusters Score -1227456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1227473.250000 Penalty: 4571.296387
	Iteration 19Q: 3 clusters Score -1227473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1227491.500000 Penalty: 4571.296387
	Iteration 20F: 3 clusters Score -1227492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1227500.875000 Penalty: 4571.296387
	Iteration 21Q: 3 clusters Score -1227501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1227515.625000 Penalty: 4571.296387
	Iteration 22Q: 3 clusters Score -1227516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1227523.875000 Penalty: 4571.296387
	Iteration 23Q: 3 clusters Score -1227524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1227532.000000 Penalty: 4571.296387
	Iteration 24Q: 3 clusters Score -1227532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1227543.500000 Penalty: 4571.296387
	Iteration 25Q: 3 clusters Score -1227544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1227551.375000 Penalty: 4571.296387
	Iteration 26Q: 3 clusters Score -1227551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1227559.250000 Penalty: 4571.296387
	Iteration 27Q: 3 clusters Score -1227559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1227564.125000 Penalty: 4571.296387
	Iteration 28Q: 3 clusters Score -1227564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1227565.625000 Penalty: 4571.296387
	Iteration 29Q: 3 clusters Score -1227566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1227569.125000 Penalty: 4571.296387
	Iteration 30Q: 3 clusters Score -1227569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1227574.250000 Penalty: 4571.296387
	Iteration 31Q: 3 clusters Score -1227574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1227576.750000 Penalty: 4571.296387
	Iteration 32Q: 3 clusters Score -1227577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1227579.750000 Penalty: 4571.296387
	Iteration 33Q: 3 clusters Score -1227580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1227580.750000 Penalty: 4571.296387
	Iteration 34Q: 3 clusters Score -1227581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1227584.375000 Penalty: 4571.296387
	Iteration 35Q: 3 clusters Score -1227584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1227586.250000 Penalty: 4571.296387
	Iteration 36Q: 3 clusters Score -1227586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1227586.250000 Penalty: 4571.296387
	Iteration 37F: 3 clusters Score -1227586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Entering Unmasked Estep 
Score: -872673.375000 Penalty: 2203.211670
	Iteration 0F: 2 clusters Score -872673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -866714.500000 Penalty: 4406.423340
	Iteration 0F: 3 clusters Score -866714.5 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -868249.812500 Penalty: 4406.423340
	Iteration 1F: 3 clusters Score -868249.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -868511.437500 Penalty: 4406.423340
	Iteration 2F: 3 clusters Score -868511.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -868700.875000 Penalty: 4406.423340
	Iteration 3F: 3 clusters Score -868700.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -868854.875000 Penalty: 4406.423340
	Iteration 4Q: 3 clusters Score -868854.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -868961.375000 Penalty: 4406.423340
	Iteration 5Q: 3 clusters Score -868961.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -869051.375000 Penalty: 4406.423340
	Iteration 6Q: 3 clusters Score -869051.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -869120.937500 Penalty: 4406.423340
	Iteration 7Q: 3 clusters Score -869120.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -869177.312500 Penalty: 4406.423340
	Iteration 8Q: 3 clusters Score -869177.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -869220.750000 Penalty: 4406.423340
	Iteration 9Q: 3 clusters Score -869220.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -869262.375000 Penalty: 4406.423340
	Iteration 10Q: 3 clusters Score -869262.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -869306.625000 Penalty: 4406.423340
	Iteration 11Q: 3 clusters Score -869306.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -869339.812500 Penalty: 4406.423340
	Iteration 12Q: 3 clusters Score -869339.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -869383.375000 Penalty: 4406.423340
	Iteration 13Q: 3 clusters Score -869383.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -869437.187500 Penalty: 4406.423340
	Iteration 14Q: 3 clusters Score -869437.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -869497.250000 Penalty: 4406.423340
	Iteration 15Q: 3 clusters Score -869497.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -869565.875000 Penalty: 4406.423340
	Iteration 16Q: 3 clusters Score -869565.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -869638.125000 Penalty: 4406.423340
	Iteration 17Q: 3 clusters Score -869638.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -869727.687500 Penalty: 4406.423340
	Iteration 18Q: 3 clusters Score -869727.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -869819.687500 Penalty: 4406.423340
	Iteration 19Q: 3 clusters Score -869819.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -869919.125000 Penalty: 4406.423340
	Iteration 20F: 3 clusters Score -869919.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -870043.875000 Penalty: 4406.423340
	Iteration 21Q: 3 clusters Score -870043.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -870162.750000 Penalty: 4406.423340
	Iteration 22Q: 3 clusters Score -870162.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -870269.750000 Penalty: 4406.423340
	Iteration 23Q: 3 clusters Score -870269.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -870400.750000 Penalty: 4406.423340
	Iteration 24Q: 3 clusters Score -870400.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -870523.937500 Penalty: 4406.423340
	Iteration 25Q: 3 clusters Score -870523.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -870614.812500 Penalty: 4406.423340
	Iteration 26Q: 3 clusters Score -870614.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -870704.062500 Penalty: 4406.423340
	Iteration 27Q: 3 clusters Score -870704.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -870791.625000 Penalty: 4406.423340
	Iteration 28Q: 3 clusters Score -870791.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -870888.375000 Penalty: 4406.423340
	Iteration 29Q: 3 clusters Score -870888.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -870976.000000 Penalty: 4406.423340
	Iteration 30Q: 3 clusters Score -870976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -871051.625000 Penalty: 4406.423340
	Iteration 31Q: 3 clusters Score -871051.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -871129.812500 Penalty: 4406.423340
	Iteration 32Q: 3 clusters Score -871129.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -871187.750000 Penalty: 4406.423340
	Iteration 33Q: 3 clusters Score -871187.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -871220.187500 Penalty: 4406.423340
	Iteration 34Q: 3 clusters Score -871220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -871247.187500 Penalty: 4406.423340
	Iteration 35Q: 3 clusters Score -871247.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -871268.875000 Penalty: 4406.423340
	Iteration 36Q: 3 clusters Score -871268.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -871287.250000 Penalty: 4406.423340
	Iteration 37Q: 3 clusters Score -871287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -871299.500000 Penalty: 4406.423340
	Iteration 38Q: 3 clusters Score -871299.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -871310.500000 Penalty: 4406.423340
	Iteration 39Q: 3 clusters Score -871310.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -871324.500000 Penalty: 4406.423340
	Iteration 40F: 3 clusters Score -871324.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -871336.187500 Penalty: 4406.423340
	Iteration 41Q: 3 clusters Score -871336.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -871348.812500 Penalty: 4406.423340
	Iteration 42Q: 3 clusters Score -871348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -871361.125000 Penalty: 4406.423340
	Iteration 43Q: 3 clusters Score -871361.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -871376.187500 Penalty: 4406.423340
	Iteration 44Q: 3 clusters Score -871376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -871384.375000 Penalty: 4406.423340
	Iteration 45Q: 3 clusters Score -871384.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -871391.250000 Penalty: 4406.423340
	Iteration 46Q: 3 clusters Score -871391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -871395.125000 Penalty: 4406.423340
	Iteration 47Q: 3 clusters Score -871395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -871398.062500 Penalty: 4406.423340
	Iteration 48Q: 3 clusters Score -871398.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -871408.375000 Penalty: 4406.423340
	Iteration 49Q: 3 clusters Score -871408.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -871415.937500 Penalty: 4406.423340
	Iteration 50Q: 3 clusters Score -871415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -871420.125000 Penalty: 4406.423340
	Iteration 51Q: 3 clusters Score -871420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -871429.687500 Penalty: 4406.423340
	Iteration 52Q: 3 clusters Score -871429.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -871437.937500 Penalty: 4406.423340
	Iteration 53Q: 3 clusters Score -871437.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -871447.250000 Penalty: 4406.423340
	Iteration 54Q: 3 clusters Score -871447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -871451.750000 Penalty: 4406.423340
	Iteration 55Q: 3 clusters Score -871451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -871455.250000 Penalty: 4406.423340
	Iteration 56Q: 3 clusters Score -871455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -871460.125000 Penalty: 4406.423340
	Iteration 57Q: 3 clusters Score -871460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -871463.062500 Penalty: 4406.423340
	Iteration 58Q: 3 clusters Score -871463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -871462.750000 Penalty: 4406.423340
	Iteration 59Q: 3 clusters Score -871462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -871463.312500 Penalty: 4406.423340
	Iteration 60F: 3 clusters Score -871463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -871465.062500 Penalty: 4406.423340
	Iteration 61Q: 3 clusters Score -871465.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -871465.062500 Penalty: 4406.423340
	Iteration 62F: 3 clusters Score -871465.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -93667.835938 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -93667.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91864.101562 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -91864.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92084.031250 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -92084.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92130.585938 Penalty: 3345.053223
	Iteration 2Q: 3 clusters Score -92130.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92146.812500 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -92146.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92155.570312 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -92155.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92161.890625 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -92161.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92165.000000 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -92165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92166.539062 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -92166.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92166.539062 Penalty: 3345.053223
	Iteration 8F: 3 clusters Score -92166.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (178893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Entering Unmasked Estep 
Score: -22293934.000000 Penalty: 2999.446777
	Iteration 0F: 2 clusters Score -2.229393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -22177464.000000 Penalty: 5998.893555
	Iteration 0F: 3 clusters Score -2.217746e+07 nChanged 85860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -22226908.000000 Penalty: 5998.893555
	Iteration 1F: 3 clusters Score -2.222691e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 96140 members 
Entering Unmasked Estep 
Score: -22227956.000000 Penalty: 5998.893555
	Iteration 2Q: 3 clusters Score -2.222796e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -22229492.000000 Penalty: 5998.893555
	Iteration 3Q: 3 clusters Score -2.222949e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -22232086.000000 Penalty: 5998.893555
	Iteration 4Q: 3 clusters Score -2.223209e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -22236832.000000 Penalty: 5998.893555
	Iteration 5F: 3 clusters Score -2.223683e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 128390 members 
Entering Unmasked Estep 
Score: -22245632.000000 Penalty: 5998.893555
	Iteration 6F: 3 clusters Score -2.224563e+07 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -22260374.000000 Penalty: 5998.893555
	Iteration 7F: 3 clusters Score -2.226037e+07 nChanged 16852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 162038 members 
Entering Unmasked Estep 
Score: -22276698.000000 Penalty: 5998.893555
	Iteration 8F: 3 clusters Score -2.22767e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 173081 members 
Entering Unmasked Estep 
Score: -22286796.000000 Penalty: 5998.893555
	Iteration 9F: 3 clusters Score -2.22868e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 177279 members 
Entering Unmasked Estep 
Score: -22290022.000000 Penalty: 5998.893555
	Iteration 10Q: 3 clusters Score -2.229002e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -22290836.000000 Penalty: 5998.893555
	Iteration 11Q: 3 clusters Score -2.229084e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -22291062.000000 Penalty: 5998.893555
	Iteration 12Q: 3 clusters Score -2.229106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 178641 members 
Entering Unmasked Estep 
Score: -22291138.000000 Penalty: 5998.893555
	Iteration 13Q: 3 clusters Score -2.229114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 178675 members 
Entering Unmasked Estep 
Score: -22291244.000000 Penalty: 5998.893555
	Iteration 14Q: 3 clusters Score -2.229124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -22291276.000000 Penalty: 5998.893555
	Iteration 15Q: 3 clusters Score -2.229128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178694 members 
Entering Unmasked Estep 
Score: -22291286.000000 Penalty: 5998.893555
	Iteration 16Q: 3 clusters Score -2.229129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -22291300.000000 Penalty: 5998.893555
	Iteration 17Q: 3 clusters Score -2.22913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -22291300.000000 Penalty: 5998.893555
	Iteration 18Q: 3 clusters Score -2.22913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -22291312.000000 Penalty: 5998.893555
	Iteration 19Q: 3 clusters Score -2.229131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -22291312.000000 Penalty: 5998.893555
	Iteration 20F: 3 clusters Score -2.229131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -22291328.000000 Penalty: 5998.893555
	Iteration 21Q: 3 clusters Score -2.229133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -22291332.000000 Penalty: 5998.893555
	Iteration 22Q: 3 clusters Score -2.229133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -22291326.000000 Penalty: 5998.893555
	Iteration 23Q: 3 clusters Score -2.229133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178695 members 
Entering Unmasked Estep 
Score: -22291334.000000 Penalty: 5998.893555
	Iteration 24Q: 3 clusters Score -2.229133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178694 members 
Entering Unmasked Estep 
Score: -22291336.000000 Penalty: 5998.893555
	Iteration 25Q: 3 clusters Score -2.229134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178694 members 
Entering Unmasked Estep 
Score: -22291336.000000 Penalty: 5998.893555
	Iteration 26F: 3 clusters Score -2.229134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Entering Unmasked Estep 
Score: -3757831.250000 Penalty: 2565.391113
	Iteration 0F: 2 clusters Score -3757831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3736550.250000 Penalty: 5130.782227
	Iteration 0F: 3 clusters Score -3736550 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3744302.500000 Penalty: 5130.782227
	Iteration 1F: 3 clusters Score -3744302 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3744858.750000 Penalty: 5130.782227
	Iteration 2F: 3 clusters Score -3744859 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3745414.750000 Penalty: 5130.782227
	Iteration 3Q: 3 clusters Score -3745415 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3746014.500000 Penalty: 5130.782227
	Iteration 4Q: 3 clusters Score -3746014 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3746773.750000 Penalty: 5130.782227
	Iteration 5Q: 3 clusters Score -3746774 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3747860.750000 Penalty: 5130.782227
	Iteration 6F: 3 clusters Score -3747861 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3749366.250000 Penalty: 5130.782227
	Iteration 7F: 3 clusters Score -3749366 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3751105.000000 Penalty: 5130.782227
	Iteration 8F: 3 clusters Score -3751105 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3752856.000000 Penalty: 5130.782227
	Iteration 9F: 3 clusters Score -3752856 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3754285.000000 Penalty: 5130.782227
	Iteration 10F: 3 clusters Score -3754285 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3755361.750000 Penalty: 5130.782227
	Iteration 11Q: 3 clusters Score -3755362 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3756083.500000 Penalty: 5130.782227
	Iteration 12Q: 3 clusters Score -3756084 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3756531.250000 Penalty: 5130.782227
	Iteration 13Q: 3 clusters Score -3756531 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3756854.500000 Penalty: 5130.782227
	Iteration 14Q: 3 clusters Score -3756854 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3757076.000000 Penalty: 5130.782227
	Iteration 15Q: 3 clusters Score -3757076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3757228.500000 Penalty: 5130.782227
	Iteration 16Q: 3 clusters Score -3757228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3757328.000000 Penalty: 5130.782227
	Iteration 17Q: 3 clusters Score -3757328 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3757388.250000 Penalty: 5130.782227
	Iteration 18Q: 3 clusters Score -3757388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3757443.000000 Penalty: 5130.782227
	Iteration 19Q: 3 clusters Score -3757443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3757480.750000 Penalty: 5130.782227
	Iteration 20F: 3 clusters Score -3757481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3757504.250000 Penalty: 5130.782227
	Iteration 21Q: 3 clusters Score -3757504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3757526.250000 Penalty: 5130.782227
	Iteration 22Q: 3 clusters Score -3757526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3757534.500000 Penalty: 5130.782227
	Iteration 23Q: 3 clusters Score -3757534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3757538.000000 Penalty: 5130.782227
	Iteration 24Q: 3 clusters Score -3757538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3757551.000000 Penalty: 5130.782227
	Iteration 25Q: 3 clusters Score -3757551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3757551.750000 Penalty: 5130.782227
	Iteration 26Q: 3 clusters Score -3757552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3757553.000000 Penalty: 5130.782227
	Iteration 27Q: 3 clusters Score -3757553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3757552.750000 Penalty: 5130.782227
	Iteration 28Q: 3 clusters Score -3757553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3757555.750000 Penalty: 5130.782227
	Iteration 29Q: 3 clusters Score -3757556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3757555.750000 Penalty: 5130.782227
	Iteration 30Q: 3 clusters Score -3757556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3757558.000000 Penalty: 5130.782227
	Iteration 31Q: 3 clusters Score -3757558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3757558.000000 Penalty: 5130.782227
	Iteration 32Q: 3 clusters Score -3757558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3757556.750000 Penalty: 5130.782227
	Iteration 33Q: 3 clusters Score -3757557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3757558.000000 Penalty: 5130.782227
	Iteration 34Q: 3 clusters Score -3757558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3757561.250000 Penalty: 5130.782227
	Iteration 35Q: 3 clusters Score -3757561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3757561.250000 Penalty: 5130.782227
	Iteration 36F: 3 clusters Score -3757561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -638621.937500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -638621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -633909.375000 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -633909.4 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -635074.937500 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -635074.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -635301.750000 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -635301.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -635452.875000 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -635452.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -635552.750000 Penalty: 4251.553711
	Iteration 4Q: 3 clusters Score -635552.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -635635.062500 Penalty: 4251.553711
	Iteration 5Q: 3 clusters Score -635635.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -635720.812500 Penalty: 4251.553711
	Iteration 6Q: 3 clusters Score -635720.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -635804.312500 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -635804.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -635870.312500 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -635870.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -635933.125000 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -635933.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -635985.812500 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -635985.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -636028.187500 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -636028.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -636072.687500 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -636072.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -636121.312500 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -636121.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -636165.562500 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -636165.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -636210.187500 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -636210.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -636237.687500 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -636237.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -636262.312500 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -636262.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -636281.187500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -636281.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -636296.062500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -636296.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -636308.562500 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -636308.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -636324.500000 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -636324.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -636340.250000 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -636340.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -636356.187500 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -636356.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -636375.750000 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -636375.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -636390.000000 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -636390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -636405.812500 Penalty: 4251.553711
	Iteration 26Q: 3 clusters Score -636405.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -636419.000000 Penalty: 4251.553711
	Iteration 27Q: 3 clusters Score -636419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -636431.875000 Penalty: 4251.553711
	Iteration 28Q: 3 clusters Score -636431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -636441.187500 Penalty: 4251.553711
	Iteration 29Q: 3 clusters Score -636441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -636446.375000 Penalty: 4251.553711
	Iteration 30Q: 3 clusters Score -636446.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -636452.000000 Penalty: 4251.553711
	Iteration 31Q: 3 clusters Score -636452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -636454.750000 Penalty: 4251.553711
	Iteration 32Q: 3 clusters Score -636454.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -636462.750000 Penalty: 4251.553711
	Iteration 33Q: 3 clusters Score -636462.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -636469.062500 Penalty: 4251.553711
	Iteration 34Q: 3 clusters Score -636469.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -636470.687500 Penalty: 4251.553711
	Iteration 35Q: 3 clusters Score -636470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -636475.750000 Penalty: 4251.553711
	Iteration 36Q: 3 clusters Score -636475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -636480.062500 Penalty: 4251.553711
	Iteration 37Q: 3 clusters Score -636480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -636483.187500 Penalty: 4251.553711
	Iteration 38Q: 3 clusters Score -636483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -636488.062500 Penalty: 4251.553711
	Iteration 39Q: 3 clusters Score -636488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -636489.187500 Penalty: 4251.553711
	Iteration 40F: 3 clusters Score -636489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -636490.875000 Penalty: 4251.553711
	Iteration 41Q: 3 clusters Score -636490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -636491.000000 Penalty: 4251.553711
	Iteration 42Q: 3 clusters Score -636491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -636490.312500 Penalty: 4251.553711
	Iteration 43Q: 3 clusters Score -636490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -636492.062500 Penalty: 4251.553711
	Iteration 44Q: 3 clusters Score -636492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -636491.562500 Penalty: 4251.553711
	Iteration 45Q: 3 clusters Score -636491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -636491.562500 Penalty: 4251.553711
	Iteration 46F: 3 clusters Score -636491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -297301.375000 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -297301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -294359.906250 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -294359.9 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295145.250000 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -295145.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -295399.812500 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -295399.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -295531.187500 Penalty: 3896.926514
	Iteration 3F: 3 clusters Score -295531.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295632.218750 Penalty: 3896.926514
	Iteration 4Q: 3 clusters Score -295632.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -295706.312500 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -295706.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295749.343750 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -295749.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -295787.937500 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -295787.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -295815.156250 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -295815.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -295836.500000 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -295836.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -295850.531250 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -295850.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -295871.656250 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -295871.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -295893.312500 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -295893.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -295917.781250 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -295917.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -295942.093750 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -295942.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -295962.000000 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -295962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -295981.812500 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -295981.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -295998.750000 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -295998.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -296012.843750 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -296012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -296025.625000 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -296025.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -296037.343750 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -296037.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -296048.218750 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -296048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -296059.781250 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -296059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -296068.312500 Penalty: 3896.926514
	Iteration 23Q: 3 clusters Score -296068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -296077.093750 Penalty: 3896.926514
	Iteration 24Q: 3 clusters Score -296077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -296084.718750 Penalty: 3896.926514
	Iteration 25Q: 3 clusters Score -296084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -296091.906250 Penalty: 3896.926514
	Iteration 26Q: 3 clusters Score -296091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -296101.718750 Penalty: 3896.926514
	Iteration 27Q: 3 clusters Score -296101.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -296112.500000 Penalty: 3896.926514
	Iteration 28Q: 3 clusters Score -296112.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -296118.562500 Penalty: 3896.926514
	Iteration 29Q: 3 clusters Score -296118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -296126.687500 Penalty: 3896.926514
	Iteration 30Q: 3 clusters Score -296126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -296130.125000 Penalty: 3896.926514
	Iteration 31Q: 3 clusters Score -296130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -296134.406250 Penalty: 3896.926514
	Iteration 32Q: 3 clusters Score -296134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -296140.593750 Penalty: 3896.926514
	Iteration 33Q: 3 clusters Score -296140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -296143.156250 Penalty: 3896.926514
	Iteration 34Q: 3 clusters Score -296143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -296146.937500 Penalty: 3896.926514
	Iteration 35Q: 3 clusters Score -296146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -296150.750000 Penalty: 3896.926514
	Iteration 36Q: 3 clusters Score -296150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -296152.718750 Penalty: 3896.926514
	Iteration 37Q: 3 clusters Score -296152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -296154.156250 Penalty: 3896.926514
	Iteration 38Q: 3 clusters Score -296154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -296154.468750 Penalty: 3896.926514
	Iteration 39Q: 3 clusters Score -296154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -296154.468750 Penalty: 3896.926514
	Iteration 40F: 3 clusters Score -296154.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31327.837891 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31327.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30092.341797 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30092.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30273.318359 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30273.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30378.345703 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -30378.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30501.380859 Penalty: 2867.248779
	Iteration 3F: 3 clusters Score -30501.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30582.169922 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30582.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30633.908203 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30633.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30664.212891 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -30664.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30735.523438 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -30735.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30847.681641 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -30847.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30929.101562 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -30929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31036.412109 Penalty: 2867.248779
	Iteration 10Q: 3 clusters Score -31036.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31176.691406 Penalty: 2867.248779
	Iteration 11Q: 3 clusters Score -31176.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31251.406250 Penalty: 2867.248779
	Iteration 12Q: 3 clusters Score -31251.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31368.240234 Penalty: 2867.248779
	Iteration 13Q: 3 clusters Score -31368.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31484.693359 Penalty: 2867.248779
	Iteration 14Q: 3 clusters Score -31484.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31484.693359 Penalty: 2867.248779
	Iteration 15F: 3 clusters Score -31484.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 172676 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 36427 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 172544 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29651 members 
Mstep: Class 14 contains 45740 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 17 contains 169457 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 178893 members 
Mstep: Class 22 contains 31080 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 145 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 179 members 
Entering Unmasked Estep 
Score: -124250608.000000 Penalty: 96178.070312
Splitting cluster 25 changes total score from -124251896.000000 to -124250608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -804882.875000 Penalty: 2181.904297
	Iteration 0F: 2 clusters Score -804882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -799302.625000 Penalty: 4363.808594
	Iteration 0F: 3 clusters Score -799302.6 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -800718.562500 Penalty: 4363.808594
	Iteration 1F: 3 clusters Score -800718.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -800938.437500 Penalty: 4363.808594
	Iteration 2F: 3 clusters Score -800938.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -801106.625000 Penalty: 4363.808594
	Iteration 3F: 3 clusters Score -801106.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -801234.875000 Penalty: 4363.808594
	Iteration 4Q: 3 clusters Score -801234.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -801337.312500 Penalty: 4363.808594
	Iteration 5Q: 3 clusters Score -801337.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -801430.750000 Penalty: 4363.808594
	Iteration 6Q: 3 clusters Score -801430.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -801540.562500 Penalty: 4363.808594
	Iteration 7Q: 3 clusters Score -801540.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -801637.312500 Penalty: 4363.808594
	Iteration 8Q: 3 clusters Score -801637.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -801744.937500 Penalty: 4363.808594
	Iteration 9Q: 3 clusters Score -801744.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -801858.375000 Penalty: 4363.808594
	Iteration 10Q: 3 clusters Score -801858.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -801973.125000 Penalty: 4363.808594
	Iteration 11Q: 3 clusters Score -801973.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -802079.250000 Penalty: 4363.808594
	Iteration 12Q: 3 clusters Score -802079.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -802185.625000 Penalty: 4363.808594
	Iteration 13Q: 3 clusters Score -802185.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -802287.062500 Penalty: 4363.808594
	Iteration 14Q: 3 clusters Score -802287.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -802382.500000 Penalty: 4363.808594
	Iteration 15Q: 3 clusters Score -802382.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -802475.000000 Penalty: 4363.808594
	Iteration 16Q: 3 clusters Score -802475 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -802562.312500 Penalty: 4363.808594
	Iteration 17Q: 3 clusters Score -802562.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -802634.187500 Penalty: 4363.808594
	Iteration 18Q: 3 clusters Score -802634.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -802685.687500 Penalty: 4363.808594
	Iteration 19Q: 3 clusters Score -802685.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -802728.437500 Penalty: 4363.808594
	Iteration 20F: 3 clusters Score -802728.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -802767.312500 Penalty: 4363.808594
	Iteration 21Q: 3 clusters Score -802767.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -802800.000000 Penalty: 4363.808594
	Iteration 22Q: 3 clusters Score -802800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -802822.625000 Penalty: 4363.808594
	Iteration 23Q: 3 clusters Score -802822.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -802858.500000 Penalty: 4363.808594
	Iteration 24Q: 3 clusters Score -802858.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -802879.500000 Penalty: 4363.808594
	Iteration 25Q: 3 clusters Score -802879.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -802897.562500 Penalty: 4363.808594
	Iteration 26Q: 3 clusters Score -802897.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -802908.750000 Penalty: 4363.808594
	Iteration 27Q: 3 clusters Score -802908.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -802923.562500 Penalty: 4363.808594
	Iteration 28Q: 3 clusters Score -802923.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -802938.062500 Penalty: 4363.808594
	Iteration 29Q: 3 clusters Score -802938.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -802943.625000 Penalty: 4363.808594
	Iteration 30Q: 3 clusters Score -802943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -802947.687500 Penalty: 4363.808594
	Iteration 31Q: 3 clusters Score -802947.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -802952.437500 Penalty: 4363.808594
	Iteration 32Q: 3 clusters Score -802952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -802957.937500 Penalty: 4363.808594
	Iteration 33Q: 3 clusters Score -802957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -802961.750000 Penalty: 4363.808594
	Iteration 34Q: 3 clusters Score -802961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -802965.062500 Penalty: 4363.808594
	Iteration 35Q: 3 clusters Score -802965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -802964.437500 Penalty: 4363.808594
	Iteration 36Q: 3 clusters Score -802964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -802965.812500 Penalty: 4363.808594
	Iteration 37Q: 3 clusters Score -802965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -802970.875000 Penalty: 4363.808594
	Iteration 38Q: 3 clusters Score -802970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -802975.187500 Penalty: 4363.808594
	Iteration 39Q: 3 clusters Score -802975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -802977.000000 Penalty: 4363.808594
	Iteration 40F: 3 clusters Score -802977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -802977.062500 Penalty: 4363.808594
	Iteration 41Q: 3 clusters Score -802977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -802977.062500 Penalty: 4363.808594
	Iteration 42F: 3 clusters Score -802977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -42329.691406 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -42329.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40943.714844 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -40943.71 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41446.199219 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -41446.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41779.812500 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -41779.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41983.023438 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -41983.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42250.437500 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -42250.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42437.316406 Penalty: 3027.977295
	Iteration 5F: 3 clusters Score -42437.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42696.277344 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -42696.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43006.210938 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -43006.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43066.457031 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -43066.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43075.855469 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -43075.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43075.855469 Penalty: 3027.977295
	Iteration 10F: 3 clusters Score -43075.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 172676 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 36427 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 172544 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29651 members 
Mstep: Class 14 contains 45740 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 17 contains 169457 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 178893 members 
Mstep: Class 22 contains 31080 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 158 members 
Entering Unmasked Estep 
Score: -124251352.000000 Penalty: 96178.070312
Splitting cluster 27 changes total score from -124251896.000000 to -124251352.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 172676 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 36427 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 172544 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 29651 members 
Mstep: Class 14 contains 45740 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 17 contains 169457 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 178893 members 
Mstep: Class 22 contains 31080 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252480.000000 Penalty: 92743.140625
Iteration 239Q: 28 clusters Score -1.242525e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 172077 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 36346 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 172937 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 20701 members 
Mstep: Class 13 contains 29655 members 
Mstep: Class 14 contains 45719 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7104 members 
Mstep: Class 17 contains 169429 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 179240 members 
Mstep: Class 22 contains 31060 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6618 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252632.000000 Penalty: 92743.140625
Iteration 240F: 28 clusters Score -1.242526e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 171570 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 53809 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 36244 members 
Mstep: Class 8 contains 8463 members 
Mstep: Class 9 contains 173269 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 20698 members 
Mstep: Class 13 contains 29660 members 
Mstep: Class 14 contains 45700 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 169410 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 179574 members 
Mstep: Class 22 contains 31031 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252696.000000 Penalty: 92743.140625
Iteration 241Q: 28 clusters Score -1.242527e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 171118 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8257 members 
Mstep: Class 5 contains 53810 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 36177 members 
Mstep: Class 8 contains 8453 members 
Mstep: Class 9 contains 173600 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29667 members 
Mstep: Class 14 contains 45653 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 169397 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 179867 members 
Mstep: Class 22 contains 31000 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252960.000000 Penalty: 92743.140625
Iteration 242Q: 28 clusters Score -1.24253e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 170646 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 53810 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 36117 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 173890 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29672 members 
Mstep: Class 14 contains 45624 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 17 contains 169368 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 180196 members 
Mstep: Class 22 contains 30977 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6618 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252816.000000 Penalty: 92743.140625
Iteration 243Q: 28 clusters Score -1.242528e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 170219 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 36050 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 174134 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29674 members 
Mstep: Class 14 contains 45590 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7085 members 
Mstep: Class 17 contains 169341 members 
Mstep: Class 18 contains 10065 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 180524 members 
Mstep: Class 22 contains 30958 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6614 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252928.000000 Penalty: 92743.140625
Iteration 244Q: 28 clusters Score -1.242529e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 169824 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 35971 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 174376 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 32064 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29678 members 
Mstep: Class 14 contains 45575 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7084 members 
Mstep: Class 17 contains 169309 members 
Mstep: Class 18 contains 10065 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 180838 members 
Mstep: Class 22 contains 30936 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252896.000000 Penalty: 92743.140625
Iteration 245Q: 28 clusters Score -1.242529e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 169484 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 35911 members 
Mstep: Class 8 contains 8432 members 
Mstep: Class 9 contains 174624 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29682 members 
Mstep: Class 14 contains 45555 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7073 members 
Mstep: Class 17 contains 169281 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 181107 members 
Mstep: Class 22 contains 30899 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6603 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252912.000000 Penalty: 92743.140625
Iteration 246Q: 28 clusters Score -1.242529e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 169180 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 35848 members 
Mstep: Class 8 contains 8426 members 
Mstep: Class 9 contains 174798 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 32062 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29686 members 
Mstep: Class 14 contains 45544 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7070 members 
Mstep: Class 17 contains 169266 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 181372 members 
Mstep: Class 22 contains 30868 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253160.000000 Penalty: 92743.140625
Iteration 247Q: 28 clusters Score -1.242532e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 168914 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 35792 members 
Mstep: Class 8 contains 8414 members 
Mstep: Class 9 contains 174907 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 32064 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29694 members 
Mstep: Class 14 contains 45533 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7066 members 
Mstep: Class 17 contains 169249 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 181646 members 
Mstep: Class 22 contains 30851 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253208.000000 Penalty: 92743.140625
Iteration 248Q: 28 clusters Score -1.242532e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 168662 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 8286 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 35723 members 
Mstep: Class 8 contains 8414 members 
Mstep: Class 9 contains 174994 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29700 members 
Mstep: Class 14 contains 45517 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7066 members 
Mstep: Class 17 contains 169233 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 181935 members 
Mstep: Class 22 contains 30838 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253200.000000 Penalty: 92743.140625
Iteration 249Q: 28 clusters Score -1.242532e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 168518 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 8296 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35668 members 
Mstep: Class 8 contains 8404 members 
Mstep: Class 9 contains 175083 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29707 members 
Mstep: Class 14 contains 45506 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7060 members 
Mstep: Class 17 contains 169203 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7227 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182103 members 
Mstep: Class 22 contains 30832 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6575 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253184.000000 Penalty: 92743.140625
Iteration 250Q: 28 clusters Score -1.242532e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 168439 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 8301 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35593 members 
Mstep: Class 8 contains 8401 members 
Mstep: Class 9 contains 175176 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29707 members 
Mstep: Class 14 contains 45493 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 169188 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182213 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6569 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252968.000000 Penalty: 92743.140625
Iteration 251Q: 28 clusters Score -1.24253e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 168353 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8306 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35520 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 175260 members 
Mstep: Class 10 contains 6557 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29715 members 
Mstep: Class 14 contains 45470 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7050 members 
Mstep: Class 17 contains 169180 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182311 members 
Mstep: Class 22 contains 30823 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253264.000000 Penalty: 92743.140625
Iteration 252Q: 28 clusters Score -1.242533e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 168283 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8312 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35467 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 175323 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32059 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 29722 members 
Mstep: Class 14 contains 45462 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 169164 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182383 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6575 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124253008.000000 Penalty: 92743.140625
Iteration 253Q: 28 clusters Score -1.24253e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 168269 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8319 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35394 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 175341 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29729 members 
Mstep: Class 14 contains 45453 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 169160 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182461 members 
Mstep: Class 22 contains 30811 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252832.000000 Penalty: 92743.140625
Iteration 254Q: 28 clusters Score -1.242528e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 168289 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8332 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35320 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 175337 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29732 members 
Mstep: Class 14 contains 45451 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7056 members 
Mstep: Class 17 contains 169159 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182534 members 
Mstep: Class 22 contains 30798 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252536.000000 Penalty: 92743.140625
Iteration 255Q: 28 clusters Score -1.242525e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 168286 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 8346 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 8385 members 
Mstep: Class 9 contains 175318 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29739 members 
Mstep: Class 14 contains 45441 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 169163 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182631 members 
Mstep: Class 22 contains 30781 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252536.000000 Penalty: 92743.140625
Iteration 256Q: 28 clusters Score -1.242525e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 168277 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 8356 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35228 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 175279 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 29751 members 
Mstep: Class 14 contains 45419 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 169163 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7229 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182755 members 
Mstep: Class 22 contains 30765 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252456.000000 Penalty: 92743.140625
Iteration 257Q: 28 clusters Score -1.242525e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 168287 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35197 members 
Mstep: Class 8 contains 8356 members 
Mstep: Class 9 contains 175233 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 29763 members 
Mstep: Class 14 contains 45399 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 169171 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182854 members 
Mstep: Class 22 contains 30750 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252528.000000 Penalty: 92743.140625
Iteration 258Q: 28 clusters Score -1.242525e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 168312 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8373 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35154 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 175191 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 29770 members 
Mstep: Class 14 contains 45382 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 169176 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 182942 members 
Mstep: Class 22 contains 30743 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252728.000000 Penalty: 92743.140625
Iteration 259Q: 28 clusters Score -1.242527e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 168349 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8377 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35127 members 
Mstep: Class 8 contains 8334 members 
Mstep: Class 9 contains 175123 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 32077 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 29779 members 
Mstep: Class 14 contains 45374 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7056 members 
Mstep: Class 17 contains 169181 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183005 members 
Mstep: Class 22 contains 30742 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252576.000000 Penalty: 92743.140625
Iteration 260F: 28 clusters Score -1.242526e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 168382 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8383 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35105 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 175059 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32076 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29794 members 
Mstep: Class 14 contains 45364 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7056 members 
Mstep: Class 17 contains 169181 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183074 members 
Mstep: Class 22 contains 30739 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252696.000000 Penalty: 92743.140625
Iteration 261Q: 28 clusters Score -1.242527e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 168424 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8388 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35067 members 
Mstep: Class 8 contains 8334 members 
Mstep: Class 9 contains 174954 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 32076 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 29800 members 
Mstep: Class 14 contains 45365 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 169182 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183171 members 
Mstep: Class 22 contains 30736 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252680.000000 Penalty: 92743.140625
Iteration 262Q: 28 clusters Score -1.242527e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 168453 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35050 members 
Mstep: Class 8 contains 8343 members 
Mstep: Class 9 contains 174860 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 32077 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 29806 members 
Mstep: Class 14 contains 45359 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 169182 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183265 members 
Mstep: Class 22 contains 30728 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252840.000000 Penalty: 92743.140625
Iteration 263Q: 28 clusters Score -1.242528e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 168480 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35037 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 174766 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 32077 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 29812 members 
Mstep: Class 14 contains 45355 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 169180 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183349 members 
Mstep: Class 22 contains 30724 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252840.000000 Penalty: 92743.140625
Iteration 264Q: 28 clusters Score -1.242528e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 168533 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8398 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35021 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 174669 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 32075 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 29819 members 
Mstep: Class 14 contains 45356 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 169177 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183412 members 
Mstep: Class 22 contains 30724 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252832.000000 Penalty: 92743.140625
Iteration 265Q: 28 clusters Score -1.242528e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 168599 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8403 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34995 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 174600 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29824 members 
Mstep: Class 14 contains 45354 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7049 members 
Mstep: Class 17 contains 169178 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183434 members 
Mstep: Class 22 contains 30725 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252832.000000 Penalty: 92743.140625
Iteration 266Q: 28 clusters Score -1.242528e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 168665 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8406 members 
Mstep: Class 5 contains 53813 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34985 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 174503 members 
Mstep: Class 10 contains 6562 members 
Mstep: Class 11 contains 32073 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29831 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7050 members 
Mstep: Class 17 contains 169179 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183483 members 
Mstep: Class 22 contains 30723 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252632.000000 Penalty: 92743.140625
Iteration 267Q: 28 clusters Score -1.242526e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 168751 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8407 members 
Mstep: Class 5 contains 53813 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34983 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 174411 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29835 members 
Mstep: Class 14 contains 45347 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7048 members 
Mstep: Class 17 contains 169177 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183504 members 
Mstep: Class 22 contains 30718 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6577 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252896.000000 Penalty: 92743.140625
Iteration 268Q: 28 clusters Score -1.242529e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 168830 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 53813 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34975 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 174335 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29836 members 
Mstep: Class 14 contains 45349 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 169179 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183515 members 
Mstep: Class 22 contains 30713 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252896.000000 Penalty: 92743.140625
Iteration 269Q: 28 clusters Score -1.242529e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 168901 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 53813 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34957 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 174256 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 32073 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29842 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7044 members 
Mstep: Class 17 contains 169182 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183545 members 
Mstep: Class 22 contains 30710 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6577 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252784.000000 Penalty: 92743.140625
Iteration 270Q: 28 clusters Score -1.242528e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 168966 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 53813 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34941 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 174188 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29847 members 
Mstep: Class 14 contains 45341 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7044 members 
Mstep: Class 17 contains 169188 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183568 members 
Mstep: Class 22 contains 30707 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252688.000000 Penalty: 92743.140625
Iteration 271Q: 28 clusters Score -1.242527e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 169025 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 53813 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34930 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 174113 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29849 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7044 members 
Mstep: Class 17 contains 169186 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7212 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183601 members 
Mstep: Class 22 contains 30704 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252744.000000 Penalty: 92743.140625
Iteration 272Q: 28 clusters Score -1.242527e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 169088 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 53814 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 8327 members 
Mstep: Class 9 contains 174043 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29851 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 169200 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183600 members 
Mstep: Class 22 contains 30702 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252768.000000 Penalty: 92743.140625
Iteration 273Q: 28 clusters Score -1.242528e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 169145 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 53814 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34912 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 173973 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 29854 members 
Mstep: Class 14 contains 45338 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 169210 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183618 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252792.000000 Penalty: 92743.140625
Iteration 274Q: 28 clusters Score -1.242528e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 169200 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 53814 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34899 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 173906 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32073 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 29858 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 169217 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183639 members 
Mstep: Class 22 contains 30699 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252752.000000 Penalty: 92743.140625
Iteration 275Q: 28 clusters Score -1.242528e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 169271 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 53814 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34886 members 
Mstep: Class 8 contains 8318 members 
Mstep: Class 9 contains 173836 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 29858 members 
Mstep: Class 14 contains 45342 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7041 members 
Mstep: Class 17 contains 169223 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183643 members 
Mstep: Class 22 contains 30698 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252728.000000 Penalty: 92743.140625
Iteration 276Q: 28 clusters Score -1.242527e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 169313 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 53815 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 173778 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29859 members 
Mstep: Class 14 contains 45341 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 169233 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183668 members 
Mstep: Class 22 contains 30699 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252640.000000 Penalty: 92743.140625
Iteration 277Q: 28 clusters Score -1.242526e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 169349 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 8407 members 
Mstep: Class 5 contains 53816 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34851 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 173728 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29863 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 169243 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7229 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183683 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252736.000000 Penalty: 92743.140625
Iteration 278Q: 28 clusters Score -1.242527e+08 nChanged 233
Entering ConstructFrom: 
Score: -124252736.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Entering Unmasked Estep 
Score: -2079805.625000 Penalty: 2422.239502
	Iteration 0F: 2 clusters Score -2079806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2067385.375000 Penalty: 4844.479004
	Iteration 0F: 3 clusters Score -2067385 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2071778.750000 Penalty: 4844.479004
	Iteration 1F: 3 clusters Score -2071779 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2072427.000000 Penalty: 4844.479004
	Iteration 2F: 3 clusters Score -2072427 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2073114.625000 Penalty: 4844.479004
	Iteration 3F: 3 clusters Score -2073115 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2073799.875000 Penalty: 4844.479004
	Iteration 4F: 3 clusters Score -2073800 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2074489.500000 Penalty: 4844.479004
	Iteration 5F: 3 clusters Score -2074490 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2075048.375000 Penalty: 4844.479004
	Iteration 6F: 3 clusters Score -2075048 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2075519.500000 Penalty: 4844.479004
	Iteration 7Q: 3 clusters Score -2075520 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2075949.250000 Penalty: 4844.479004
	Iteration 8Q: 3 clusters Score -2075949 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2076326.625000 Penalty: 4844.479004
	Iteration 9Q: 3 clusters Score -2076327 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2076648.000000 Penalty: 4844.479004
	Iteration 10Q: 3 clusters Score -2076648 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2076969.125000 Penalty: 4844.479004
	Iteration 11Q: 3 clusters Score -2076969 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2077238.625000 Penalty: 4844.479004
	Iteration 12Q: 3 clusters Score -2077239 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2077471.500000 Penalty: 4844.479004
	Iteration 13Q: 3 clusters Score -2077472 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2077648.500000 Penalty: 4844.479004
	Iteration 14Q: 3 clusters Score -2077648 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2077766.875000 Penalty: 4844.479004
	Iteration 15Q: 3 clusters Score -2077767 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2077862.375000 Penalty: 4844.479004
	Iteration 16Q: 3 clusters Score -2077862 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2077936.125000 Penalty: 4844.479004
	Iteration 17Q: 3 clusters Score -2077936 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2078004.625000 Penalty: 4844.479004
	Iteration 18Q: 3 clusters Score -2078005 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2078069.500000 Penalty: 4844.479004
	Iteration 19Q: 3 clusters Score -2078070 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2078130.750000 Penalty: 4844.479004
	Iteration 20F: 3 clusters Score -2078131 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2078192.500000 Penalty: 4844.479004
	Iteration 21Q: 3 clusters Score -2078192 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2078246.125000 Penalty: 4844.479004
	Iteration 22Q: 3 clusters Score -2078246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2078298.500000 Penalty: 4844.479004
	Iteration 23Q: 3 clusters Score -2078298 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2078347.875000 Penalty: 4844.479004
	Iteration 24Q: 3 clusters Score -2078348 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2078385.500000 Penalty: 4844.479004
	Iteration 25Q: 3 clusters Score -2078386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2078423.750000 Penalty: 4844.479004
	Iteration 26Q: 3 clusters Score -2078424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2078452.250000 Penalty: 4844.479004
	Iteration 27Q: 3 clusters Score -2078452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2078490.125000 Penalty: 4844.479004
	Iteration 28Q: 3 clusters Score -2078490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2078529.000000 Penalty: 4844.479004
	Iteration 29Q: 3 clusters Score -2078529 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2078556.625000 Penalty: 4844.479004
	Iteration 30Q: 3 clusters Score -2078557 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2078593.125000 Penalty: 4844.479004
	Iteration 31Q: 3 clusters Score -2078593 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2078625.875000 Penalty: 4844.479004
	Iteration 32Q: 3 clusters Score -2078626 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2078660.625000 Penalty: 4844.479004
	Iteration 33Q: 3 clusters Score -2078661 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2078702.625000 Penalty: 4844.479004
	Iteration 34Q: 3 clusters Score -2078703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2078732.750000 Penalty: 4844.479004
	Iteration 35Q: 3 clusters Score -2078733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2078764.750000 Penalty: 4844.479004
	Iteration 36Q: 3 clusters Score -2078765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2078791.500000 Penalty: 4844.479004
	Iteration 37Q: 3 clusters Score -2078792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2078812.500000 Penalty: 4844.479004
	Iteration 38Q: 3 clusters Score -2078812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2078831.125000 Penalty: 4844.479004
	Iteration 39Q: 3 clusters Score -2078831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2078843.125000 Penalty: 4844.479004
	Iteration 40F: 3 clusters Score -2078843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2078860.750000 Penalty: 4844.479004
	Iteration 41Q: 3 clusters Score -2078861 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2078876.125000 Penalty: 4844.479004
	Iteration 42Q: 3 clusters Score -2078876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2078880.625000 Penalty: 4844.479004
	Iteration 43Q: 3 clusters Score -2078881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2078887.125000 Penalty: 4844.479004
	Iteration 44Q: 3 clusters Score -2078887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2078892.250000 Penalty: 4844.479004
	Iteration 45Q: 3 clusters Score -2078892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2078900.000000 Penalty: 4844.479004
	Iteration 46Q: 3 clusters Score -2078900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2078905.875000 Penalty: 4844.479004
	Iteration 47Q: 3 clusters Score -2078906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2078905.625000 Penalty: 4844.479004
	Iteration 48Q: 3 clusters Score -2078906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2078912.500000 Penalty: 4844.479004
	Iteration 49Q: 3 clusters Score -2078912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2078911.875000 Penalty: 4844.479004
	Iteration 50Q: 3 clusters Score -2078912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2078909.250000 Penalty: 4844.479004
	Iteration 51Q: 3 clusters Score -2078909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2078910.750000 Penalty: 4844.479004
	Iteration 52Q: 3 clusters Score -2078911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2078918.000000 Penalty: 4844.479004
	Iteration 53Q: 3 clusters Score -2078918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2078921.000000 Penalty: 4844.479004
	Iteration 54Q: 3 clusters Score -2078921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2078926.125000 Penalty: 4844.479004
	Iteration 55Q: 3 clusters Score -2078926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2078933.125000 Penalty: 4844.479004
	Iteration 56Q: 3 clusters Score -2078933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2078931.375000 Penalty: 4844.479004
	Iteration 57Q: 3 clusters Score -2078931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2078926.000000 Penalty: 4844.479004
	Iteration 58Q: 3 clusters Score -2078926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2078928.125000 Penalty: 4844.479004
	Iteration 59Q: 3 clusters Score -2078928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2078929.250000 Penalty: 4844.479004
	Iteration 60F: 3 clusters Score -2078929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2078939.125000 Penalty: 4844.479004
	Iteration 61Q: 3 clusters Score -2078939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2078944.875000 Penalty: 4844.479004
	Iteration 62Q: 3 clusters Score -2078945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2078945.250000 Penalty: 4844.479004
	Iteration 63Q: 3 clusters Score -2078945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2078944.000000 Penalty: 4844.479004
	Iteration 64Q: 3 clusters Score -2078944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2078944.125000 Penalty: 4844.479004
	Iteration 65Q: 3 clusters Score -2078944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2078946.125000 Penalty: 4844.479004
	Iteration 66Q: 3 clusters Score -2078946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2078946.125000 Penalty: 4844.479004
	Iteration 67Q: 3 clusters Score -2078946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2078945.750000 Penalty: 4844.479004
	Iteration 68Q: 3 clusters Score -2078946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2078945.875000 Penalty: 4844.479004
	Iteration 69Q: 3 clusters Score -2078946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2078945.375000 Penalty: 4844.479004
	Iteration 70Q: 3 clusters Score -2078945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2078945.250000 Penalty: 4844.479004
	Iteration 71Q: 3 clusters Score -2078945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2078947.500000 Penalty: 4844.479004
	Iteration 72Q: 3 clusters Score -2078948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2078945.875000 Penalty: 4844.479004
	Iteration 73Q: 3 clusters Score -2078946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2078945.875000 Penalty: 4844.479004
	Iteration 74F: 3 clusters Score -2078946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (169389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Entering Unmasked Estep 
Score: -20864076.000000 Penalty: 2985.908447
	Iteration 0F: 2 clusters Score -2.086408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -20752716.000000 Penalty: 5971.816895
	Iteration 0F: 3 clusters Score -2.075272e+07 nChanged 81076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -20799764.000000 Penalty: 5971.816895
	Iteration 1F: 3 clusters Score -2.079976e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -20800744.000000 Penalty: 5971.816895
	Iteration 2Q: 3 clusters Score -2.080074e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -20802112.000000 Penalty: 5971.816895
	Iteration 3Q: 3 clusters Score -2.080211e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -20804222.000000 Penalty: 5971.816895
	Iteration 4Q: 3 clusters Score -2.080422e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 91718 members 
Entering Unmasked Estep 
Score: -20807590.000000 Penalty: 5971.816895
	Iteration 5Q: 3 clusters Score -2.080759e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -20812498.000000 Penalty: 5971.816895
	Iteration 6Q: 3 clusters Score -2.08125e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -20819300.000000 Penalty: 5971.816895
	Iteration 7F: 3 clusters Score -2.08193e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -20827710.000000 Penalty: 5971.816895
	Iteration 8F: 3 clusters Score -2.082771e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -20836644.000000 Penalty: 5971.816895
	Iteration 9F: 3 clusters Score -2.083664e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -20843590.000000 Penalty: 5971.816895
	Iteration 10F: 3 clusters Score -2.084359e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -20847128.000000 Penalty: 5971.816895
	Iteration 11Q: 3 clusters Score -2.084713e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -20848946.000000 Penalty: 5971.816895
	Iteration 12Q: 3 clusters Score -2.084895e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -20849876.000000 Penalty: 5971.816895
	Iteration 13Q: 3 clusters Score -2.084988e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -20850984.000000 Penalty: 5971.816895
	Iteration 14Q: 3 clusters Score -2.085098e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -20851934.000000 Penalty: 5971.816895
	Iteration 15Q: 3 clusters Score -2.085193e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -20852972.000000 Penalty: 5971.816895
	Iteration 16Q: 3 clusters Score -2.085297e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -20853902.000000 Penalty: 5971.816895
	Iteration 17Q: 3 clusters Score -2.08539e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -20854644.000000 Penalty: 5971.816895
	Iteration 18Q: 3 clusters Score -2.085464e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -20855200.000000 Penalty: 5971.816895
	Iteration 19Q: 3 clusters Score -2.08552e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -20855526.000000 Penalty: 5971.816895
	Iteration 20F: 3 clusters Score -2.085553e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -20855660.000000 Penalty: 5971.816895
	Iteration 21Q: 3 clusters Score -2.085566e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -20855898.000000 Penalty: 5971.816895
	Iteration 22Q: 3 clusters Score -2.08559e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -20856032.000000 Penalty: 5971.816895
	Iteration 23Q: 3 clusters Score -2.085603e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -20856162.000000 Penalty: 5971.816895
	Iteration 24Q: 3 clusters Score -2.085616e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -20856296.000000 Penalty: 5971.816895
	Iteration 25Q: 3 clusters Score -2.08563e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -20856422.000000 Penalty: 5971.816895
	Iteration 26Q: 3 clusters Score -2.085642e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -20856484.000000 Penalty: 5971.816895
	Iteration 27Q: 3 clusters Score -2.085648e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -20856556.000000 Penalty: 5971.816895
	Iteration 28Q: 3 clusters Score -2.085656e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -20856538.000000 Penalty: 5971.816895
	Iteration 29Q: 3 clusters Score -2.085654e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -20856506.000000 Penalty: 5971.816895
	Iteration 30Q: 3 clusters Score -2.085651e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -20856578.000000 Penalty: 5971.816895
	Iteration 31Q: 3 clusters Score -2.085658e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -20856630.000000 Penalty: 5971.816895
	Iteration 32Q: 3 clusters Score -2.085663e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94525 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -20856664.000000 Penalty: 5971.816895
	Iteration 33Q: 3 clusters Score -2.085666e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -20856648.000000 Penalty: 5971.816895
	Iteration 34Q: 3 clusters Score -2.085665e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -20856690.000000 Penalty: 5971.816895
	Iteration 35Q: 3 clusters Score -2.085669e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -20856740.000000 Penalty: 5971.816895
	Iteration 36Q: 3 clusters Score -2.085674e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -20856844.000000 Penalty: 5971.816895
	Iteration 37Q: 3 clusters Score -2.085684e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -20856954.000000 Penalty: 5971.816895
	Iteration 38Q: 3 clusters Score -2.085695e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -20856998.000000 Penalty: 5971.816895
	Iteration 39Q: 3 clusters Score -2.0857e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -20857120.000000 Penalty: 5971.816895
	Iteration 40F: 3 clusters Score -2.085712e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -20857160.000000 Penalty: 5971.816895
	Iteration 41Q: 3 clusters Score -2.085716e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -20857204.000000 Penalty: 5971.816895
	Iteration 42Q: 3 clusters Score -2.08572e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -20857248.000000 Penalty: 5971.816895
	Iteration 43Q: 3 clusters Score -2.085725e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -20857252.000000 Penalty: 5971.816895
	Iteration 44Q: 3 clusters Score -2.085725e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -20857412.000000 Penalty: 5971.816895
	Iteration 45Q: 3 clusters Score -2.085741e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -20857506.000000 Penalty: 5971.816895
	Iteration 46Q: 3 clusters Score -2.085751e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -20857542.000000 Penalty: 5971.816895
	Iteration 47Q: 3 clusters Score -2.085754e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -20857566.000000 Penalty: 5971.816895
	Iteration 48Q: 3 clusters Score -2.085757e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -20857614.000000 Penalty: 5971.816895
	Iteration 49Q: 3 clusters Score -2.085761e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -20857650.000000 Penalty: 5971.816895
	Iteration 50Q: 3 clusters Score -2.085765e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -20857680.000000 Penalty: 5971.816895
	Iteration 51Q: 3 clusters Score -2.085768e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -20857696.000000 Penalty: 5971.816895
	Iteration 52Q: 3 clusters Score -2.08577e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -20857722.000000 Penalty: 5971.816895
	Iteration 53Q: 3 clusters Score -2.085772e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112740 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -20857776.000000 Penalty: 5971.816895
	Iteration 54Q: 3 clusters Score -2.085778e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -20857834.000000 Penalty: 5971.816895
	Iteration 55Q: 3 clusters Score -2.085783e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -20857980.000000 Penalty: 5971.816895
	Iteration 56Q: 3 clusters Score -2.085798e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -20858042.000000 Penalty: 5971.816895
	Iteration 57Q: 3 clusters Score -2.085804e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -20858100.000000 Penalty: 5971.816895
	Iteration 58Q: 3 clusters Score -2.08581e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -20858150.000000 Penalty: 5971.816895
	Iteration 59Q: 3 clusters Score -2.085815e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -20858162.000000 Penalty: 5971.816895
	Iteration 60F: 3 clusters Score -2.085816e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -20858252.000000 Penalty: 5971.816895
	Iteration 61Q: 3 clusters Score -2.085825e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120426 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -20858402.000000 Penalty: 5971.816895
	Iteration 62Q: 3 clusters Score -2.08584e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -20858472.000000 Penalty: 5971.816895
	Iteration 63Q: 3 clusters Score -2.085847e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -20858606.000000 Penalty: 5971.816895
	Iteration 64Q: 3 clusters Score -2.085861e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123649 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -20858790.000000 Penalty: 5971.816895
	Iteration 65Q: 3 clusters Score -2.085879e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124724 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -20858974.000000 Penalty: 5971.816895
	Iteration 66Q: 3 clusters Score -2.085897e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -20858984.000000 Penalty: 5971.816895
	Iteration 67Q: 3 clusters Score -2.085898e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -20859112.000000 Penalty: 5971.816895
	Iteration 68Q: 3 clusters Score -2.085911e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127871 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -20859162.000000 Penalty: 5971.816895
	Iteration 69Q: 3 clusters Score -2.085916e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -20859334.000000 Penalty: 5971.816895
	Iteration 70Q: 3 clusters Score -2.085933e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -20859438.000000 Penalty: 5971.816895
	Iteration 71Q: 3 clusters Score -2.085944e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -20859588.000000 Penalty: 5971.816895
	Iteration 72Q: 3 clusters Score -2.085959e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -20859628.000000 Penalty: 5971.816895
	Iteration 73Q: 3 clusters Score -2.085963e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132905 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -20859794.000000 Penalty: 5971.816895
	Iteration 74Q: 3 clusters Score -2.085979e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -20859862.000000 Penalty: 5971.816895
	Iteration 75Q: 3 clusters Score -2.085986e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -20859906.000000 Penalty: 5971.816895
	Iteration 76Q: 3 clusters Score -2.085991e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135790 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -20860010.000000 Penalty: 5971.816895
	Iteration 77Q: 3 clusters Score -2.086001e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136738 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -20860164.000000 Penalty: 5971.816895
	Iteration 78Q: 3 clusters Score -2.086016e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137655 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -20860286.000000 Penalty: 5971.816895
	Iteration 79Q: 3 clusters Score -2.086029e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138584 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -20860434.000000 Penalty: 5971.816895
	Iteration 80F: 3 clusters Score -2.086043e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139487 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -20860524.000000 Penalty: 5971.816895
	Iteration 81Q: 3 clusters Score -2.086052e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -20860616.000000 Penalty: 5971.816895
	Iteration 82Q: 3 clusters Score -2.086062e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141363 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -20860686.000000 Penalty: 5971.816895
	Iteration 83Q: 3 clusters Score -2.086069e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -20860784.000000 Penalty: 5971.816895
	Iteration 84Q: 3 clusters Score -2.086078e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -20860798.000000 Penalty: 5971.816895
	Iteration 85Q: 3 clusters Score -2.08608e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144049 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -20861006.000000 Penalty: 5971.816895
	Iteration 86Q: 3 clusters Score -2.086101e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -20861066.000000 Penalty: 5971.816895
	Iteration 87Q: 3 clusters Score -2.086107e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -20861148.000000 Penalty: 5971.816895
	Iteration 88Q: 3 clusters Score -2.086115e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146421 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -20861292.000000 Penalty: 5971.816895
	Iteration 89Q: 3 clusters Score -2.086129e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147151 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -20861288.000000 Penalty: 5971.816895
	Iteration 90Q: 3 clusters Score -2.086129e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -20861318.000000 Penalty: 5971.816895
	Iteration 91Q: 3 clusters Score -2.086132e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -20861466.000000 Penalty: 5971.816895
	Iteration 92Q: 3 clusters Score -2.086147e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -20861528.000000 Penalty: 5971.816895
	Iteration 93Q: 3 clusters Score -2.086153e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149919 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -20861608.000000 Penalty: 5971.816895
	Iteration 94Q: 3 clusters Score -2.086161e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150575 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.086169e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151272 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -20861798.000000 Penalty: 5971.816895
	Iteration 96Q: 3 clusters Score -2.08618e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.086179e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -20861852.000000 Penalty: 5971.816895
	Iteration 98Q: 3 clusters Score -2.086185e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -20861896.000000 Penalty: 5971.816895
	Iteration 99Q: 3 clusters Score -2.08619e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153795 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -20861884.000000 Penalty: 5971.816895
	Iteration 100F: 3 clusters Score -2.086188e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -20861922.000000 Penalty: 5971.816895
	Iteration 101Q: 3 clusters Score -2.086192e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -20861948.000000 Penalty: 5971.816895
	Iteration 102Q: 3 clusters Score -2.086195e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -20861938.000000 Penalty: 5971.816895
	Iteration 103Q: 3 clusters Score -2.086194e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155778 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -20861948.000000 Penalty: 5971.816895
	Iteration 104Q: 3 clusters Score -2.086195e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -20862046.000000 Penalty: 5971.816895
	Iteration 105Q: 3 clusters Score -2.086205e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -20862098.000000 Penalty: 5971.816895
	Iteration 106Q: 3 clusters Score -2.08621e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -20862162.000000 Penalty: 5971.816895
	Iteration 107Q: 3 clusters Score -2.086216e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -20862136.000000 Penalty: 5971.816895
	Iteration 108Q: 3 clusters Score -2.086214e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158013 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -20862152.000000 Penalty: 5971.816895
	Iteration 109Q: 3 clusters Score -2.086215e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -20862108.000000 Penalty: 5971.816895
	Iteration 110Q: 3 clusters Score -2.086211e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158869 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -20862134.000000 Penalty: 5971.816895
	Iteration 111Q: 3 clusters Score -2.086213e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -20862154.000000 Penalty: 5971.816895
	Iteration 112Q: 3 clusters Score -2.086215e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159726 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -20862150.000000 Penalty: 5971.816895
	Iteration 113Q: 3 clusters Score -2.086215e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -20862266.000000 Penalty: 5971.816895
	Iteration 114Q: 3 clusters Score -2.086227e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160492 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -20862308.000000 Penalty: 5971.816895
	Iteration 115Q: 3 clusters Score -2.086231e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.08623e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -20862356.000000 Penalty: 5971.816895
	Iteration 117Q: 3 clusters Score -2.086236e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161440 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -20862362.000000 Penalty: 5971.816895
	Iteration 118Q: 3 clusters Score -2.086236e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -20862318.000000 Penalty: 5971.816895
	Iteration 119Q: 3 clusters Score -2.086232e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161883 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -20862352.000000 Penalty: 5971.816895
	Iteration 120F: 3 clusters Score -2.086235e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162075 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.086236e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162244 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -20862398.000000 Penalty: 5971.816895
	Iteration 122Q: 3 clusters Score -2.08624e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162422 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -20862378.000000 Penalty: 5971.816895
	Iteration 123Q: 3 clusters Score -2.086238e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -20862414.000000 Penalty: 5971.816895
	Iteration 124Q: 3 clusters Score -2.086241e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -20862390.000000 Penalty: 5971.816895
	Iteration 125Q: 3 clusters Score -2.086239e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -20862368.000000 Penalty: 5971.816895
	Iteration 126Q: 3 clusters Score -2.086237e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163001 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -20862360.000000 Penalty: 5971.816895
	Iteration 127Q: 3 clusters Score -2.086236e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163136 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -20862392.000000 Penalty: 5971.816895
	Iteration 128Q: 3 clusters Score -2.086239e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -20862406.000000 Penalty: 5971.816895
	Iteration 129Q: 3 clusters Score -2.086241e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.086238e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163573 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -20862388.000000 Penalty: 5971.816895
	Iteration 131Q: 3 clusters Score -2.086239e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163731 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -20862466.000000 Penalty: 5971.816895
	Iteration 132Q: 3 clusters Score -2.086247e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.08625e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.086249e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.086246e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.086246e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.086248e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.086248e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164440 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -20862508.000000 Penalty: 5971.816895
	Iteration 139Q: 3 clusters Score -2.086251e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -20862486.000000 Penalty: 5971.816895
	Iteration 140F: 3 clusters Score -2.086249e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164570 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -20862482.000000 Penalty: 5971.816895
	Iteration 141Q: 3 clusters Score -2.086248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164621 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -20862452.000000 Penalty: 5971.816895
	Iteration 142Q: 3 clusters Score -2.086245e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.086251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164704 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.086249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.086247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.086248e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.086247e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164867 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.086249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.086248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164942 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -20862482.000000 Penalty: 5971.816895
	Iteration 150Q: 3 clusters Score -2.086248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164973 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -20862470.000000 Penalty: 5971.816895
	Iteration 151Q: 3 clusters Score -2.086247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164999 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -20862460.000000 Penalty: 5971.816895
	Iteration 152Q: 3 clusters Score -2.086246e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165032 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -20862450.000000 Penalty: 5971.816895
	Iteration 153Q: 3 clusters Score -2.086245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -20862436.000000 Penalty: 5971.816895
	Iteration 154Q: 3 clusters Score -2.086244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -20862420.000000 Penalty: 5971.816895
	Iteration 155Q: 3 clusters Score -2.086242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165110 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -20862416.000000 Penalty: 5971.816895
	Iteration 156Q: 3 clusters Score -2.086242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -20862404.000000 Penalty: 5971.816895
	Iteration 157Q: 3 clusters Score -2.08624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -20862384.000000 Penalty: 5971.816895
	Iteration 158Q: 3 clusters Score -2.086238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -20862386.000000 Penalty: 5971.816895
	Iteration 159Q: 3 clusters Score -2.086239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165240 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -20862386.000000 Penalty: 5971.816895
	Iteration 160F: 3 clusters Score -2.086239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165268 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -20862386.000000 Penalty: 5971.816895
	Iteration 161Q: 3 clusters Score -2.086239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -20862390.000000 Penalty: 5971.816895
	Iteration 162Q: 3 clusters Score -2.086239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165339 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -20862394.000000 Penalty: 5971.816895
	Iteration 163Q: 3 clusters Score -2.086239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -20862422.000000 Penalty: 5971.816895
	Iteration 164Q: 3 clusters Score -2.086242e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -20862422.000000 Penalty: 5971.816895
	Iteration 165Q: 3 clusters Score -2.086242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -20862438.000000 Penalty: 5971.816895
	Iteration 166Q: 3 clusters Score -2.086244e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165469 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -20862456.000000 Penalty: 5971.816895
	Iteration 167Q: 3 clusters Score -2.086246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165487 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -20862446.000000 Penalty: 5971.816895
	Iteration 168Q: 3 clusters Score -2.086245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -20862444.000000 Penalty: 5971.816895
	Iteration 169Q: 3 clusters Score -2.086244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -20862406.000000 Penalty: 5971.816895
	Iteration 170Q: 3 clusters Score -2.086241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -20862428.000000 Penalty: 5971.816895
	Iteration 171Q: 3 clusters Score -2.086243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -20862402.000000 Penalty: 5971.816895
	Iteration 172Q: 3 clusters Score -2.08624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165571 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -20862384.000000 Penalty: 5971.816895
	Iteration 173Q: 3 clusters Score -2.086238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -20862414.000000 Penalty: 5971.816895
	Iteration 174Q: 3 clusters Score -2.086241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -20862408.000000 Penalty: 5971.816895
	Iteration 175Q: 3 clusters Score -2.086241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -20862402.000000 Penalty: 5971.816895
	Iteration 176Q: 3 clusters Score -2.08624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165607 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -20862400.000000 Penalty: 5971.816895
	Iteration 177Q: 3 clusters Score -2.08624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20862398.000000 Penalty: 5971.816895
	Iteration 178Q: 3 clusters Score -2.08624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -20862404.000000 Penalty: 5971.816895
	Iteration 179Q: 3 clusters Score -2.08624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -20862396.000000 Penalty: 5971.816895
	Iteration 180F: 3 clusters Score -2.08624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165624 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -20862394.000000 Penalty: 5971.816895
	Iteration 181Q: 3 clusters Score -2.086239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -20862400.000000 Penalty: 5971.816895
	Iteration 182Q: 3 clusters Score -2.08624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -20862394.000000 Penalty: 5971.816895
	Iteration 183Q: 3 clusters Score -2.086239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165646 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -20862392.000000 Penalty: 5971.816895
	Iteration 184Q: 3 clusters Score -2.086239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165655 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -20862384.000000 Penalty: 5971.816895
	Iteration 185Q: 3 clusters Score -2.086238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -20862374.000000 Penalty: 5971.816895
	Iteration 186Q: 3 clusters Score -2.086237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165670 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -20862378.000000 Penalty: 5971.816895
	Iteration 187Q: 3 clusters Score -2.086238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -20862392.000000 Penalty: 5971.816895
	Iteration 188Q: 3 clusters Score -2.086239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -20862380.000000 Penalty: 5971.816895
	Iteration 189Q: 3 clusters Score -2.086238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165699 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20862374.000000 Penalty: 5971.816895
	Iteration 190Q: 3 clusters Score -2.086237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -20862368.000000 Penalty: 5971.816895
	Iteration 191Q: 3 clusters Score -2.086237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -20862364.000000 Penalty: 5971.816895
	Iteration 192Q: 3 clusters Score -2.086236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -20862366.000000 Penalty: 5971.816895
	Iteration 193Q: 3 clusters Score -2.086237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165715 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -20862364.000000 Penalty: 5971.816895
	Iteration 194Q: 3 clusters Score -2.086236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165718 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -20862362.000000 Penalty: 5971.816895
	Iteration 195Q: 3 clusters Score -2.086236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -20862376.000000 Penalty: 5971.816895
	Iteration 196Q: 3 clusters Score -2.086238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -20862370.000000 Penalty: 5971.816895
	Iteration 197Q: 3 clusters Score -2.086237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165725 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -20862366.000000 Penalty: 5971.816895
	Iteration 198Q: 3 clusters Score -2.086237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -20862356.000000 Penalty: 5971.816895
	Iteration 199Q: 3 clusters Score -2.086236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -20862374.000000 Penalty: 5971.816895
	Iteration 200F: 3 clusters Score -2.086237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165731 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -20862366.000000 Penalty: 5971.816895
	Iteration 201Q: 3 clusters Score -2.086237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165732 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -20862366.000000 Penalty: 5971.816895
	Iteration 202Q: 3 clusters Score -2.086237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165733 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -20862364.000000 Penalty: 5971.816895
	Iteration 203Q: 3 clusters Score -2.086236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165733 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -20862364.000000 Penalty: 5971.816895
	Iteration 204F: 3 clusters Score -2.086236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -491961.593750 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -491961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -488139.000000 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -488139 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -488977.062500 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -488977.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -489162.750000 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -489162.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -489280.718750 Penalty: 4118.169922
	Iteration 3Q: 3 clusters Score -489280.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -489364.781250 Penalty: 4118.169922
	Iteration 4Q: 3 clusters Score -489364.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -489431.218750 Penalty: 4118.169922
	Iteration 5Q: 3 clusters Score -489431.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -489477.875000 Penalty: 4118.169922
	Iteration 6Q: 3 clusters Score -489477.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -489512.625000 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -489512.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -489539.656250 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -489539.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -489554.812500 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -489554.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -489574.250000 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -489574.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -489591.593750 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -489591.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -489608.468750 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -489608.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -489626.093750 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -489626.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -489641.062500 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -489641.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -489651.812500 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -489651.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -489659.968750 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -489660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -489666.468750 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -489666.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -489673.250000 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -489673.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -489680.687500 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -489680.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -489693.125000 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -489693.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -489705.750000 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -489705.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -489716.531250 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -489716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -489723.687500 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -489723.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -489733.375000 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -489733.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -489741.500000 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -489741.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -489751.375000 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -489751.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -489757.281250 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -489757.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -489762.031250 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -489762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -489770.750000 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -489770.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -489777.218750 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -489777.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -489783.468750 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -489783.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -489792.718750 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -489792.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -489805.156250 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -489805.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -489825.093750 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -489825.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -489841.218750 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -489841.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -489858.843750 Penalty: 4118.169922
	Iteration 36Q: 3 clusters Score -489858.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -489873.718750 Penalty: 4118.169922
	Iteration 37Q: 3 clusters Score -489873.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -489887.812500 Penalty: 4118.169922
	Iteration 38Q: 3 clusters Score -489887.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -489894.906250 Penalty: 4118.169922
	Iteration 39Q: 3 clusters Score -489894.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -489899.156250 Penalty: 4118.169922
	Iteration 40F: 3 clusters Score -489899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -489903.875000 Penalty: 4118.169922
	Iteration 41Q: 3 clusters Score -489903.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -489908.625000 Penalty: 4118.169922
	Iteration 42Q: 3 clusters Score -489908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -489913.062500 Penalty: 4118.169922
	Iteration 43Q: 3 clusters Score -489913.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -489917.562500 Penalty: 4118.169922
	Iteration 44Q: 3 clusters Score -489917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -489924.968750 Penalty: 4118.169922
	Iteration 45Q: 3 clusters Score -489925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -489930.750000 Penalty: 4118.169922
	Iteration 46Q: 3 clusters Score -489930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -489935.625000 Penalty: 4118.169922
	Iteration 47Q: 3 clusters Score -489935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -489939.031250 Penalty: 4118.169922
	Iteration 48Q: 3 clusters Score -489939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -489943.468750 Penalty: 4118.169922
	Iteration 49Q: 3 clusters Score -489943.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -489949.031250 Penalty: 4118.169922
	Iteration 50Q: 3 clusters Score -489949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -489953.343750 Penalty: 4118.169922
	Iteration 51Q: 3 clusters Score -489953.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -489956.375000 Penalty: 4118.169922
	Iteration 52Q: 3 clusters Score -489956.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -489961.343750 Penalty: 4118.169922
	Iteration 53Q: 3 clusters Score -489961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -489964.468750 Penalty: 4118.169922
	Iteration 54Q: 3 clusters Score -489964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -489967.562500 Penalty: 4118.169922
	Iteration 55Q: 3 clusters Score -489967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -489967.218750 Penalty: 4118.169922
	Iteration 56Q: 3 clusters Score -489967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -489970.687500 Penalty: 4118.169922
	Iteration 57Q: 3 clusters Score -489970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -489973.250000 Penalty: 4118.169922
	Iteration 58Q: 3 clusters Score -489973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -489975.968750 Penalty: 4118.169922
	Iteration 59Q: 3 clusters Score -489976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -489978.656250 Penalty: 4118.169922
	Iteration 60F: 3 clusters Score -489978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -489980.718750 Penalty: 4118.169922
	Iteration 61Q: 3 clusters Score -489980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -489983.812500 Penalty: 4118.169922
	Iteration 62Q: 3 clusters Score -489983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -489985.687500 Penalty: 4118.169922
	Iteration 63Q: 3 clusters Score -489985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -489986.968750 Penalty: 4118.169922
	Iteration 64Q: 3 clusters Score -489987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -489990.625000 Penalty: 4118.169922
	Iteration 65Q: 3 clusters Score -489990.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -489992.875000 Penalty: 4118.169922
	Iteration 66Q: 3 clusters Score -489992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -489996.937500 Penalty: 4118.169922
	Iteration 67Q: 3 clusters Score -489996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -489998.406250 Penalty: 4118.169922
	Iteration 68Q: 3 clusters Score -489998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -490000.312500 Penalty: 4118.169922
	Iteration 69Q: 3 clusters Score -490000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -490004.375000 Penalty: 4118.169922
	Iteration 70Q: 3 clusters Score -490004.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -490007.781250 Penalty: 4118.169922
	Iteration 71Q: 3 clusters Score -490007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -490013.312500 Penalty: 4118.169922
	Iteration 72Q: 3 clusters Score -490013.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -490022.062500 Penalty: 4118.169922
	Iteration 73Q: 3 clusters Score -490022.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -490030.281250 Penalty: 4118.169922
	Iteration 74Q: 3 clusters Score -490030.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -490039.875000 Penalty: 4118.169922
	Iteration 75Q: 3 clusters Score -490039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -490047.031250 Penalty: 4118.169922
	Iteration 76Q: 3 clusters Score -490047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -490061.437500 Penalty: 4118.169922
	Iteration 77Q: 3 clusters Score -490061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -490081.218750 Penalty: 4118.169922
	Iteration 78Q: 3 clusters Score -490081.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -490097.812500 Penalty: 4118.169922
	Iteration 79Q: 3 clusters Score -490097.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -490110.312500 Penalty: 4118.169922
	Iteration 80F: 3 clusters Score -490110.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -490124.750000 Penalty: 4118.169922
	Iteration 81Q: 3 clusters Score -490124.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -490137.531250 Penalty: 4118.169922
	Iteration 82Q: 3 clusters Score -490137.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -490149.031250 Penalty: 4118.169922
	Iteration 83Q: 3 clusters Score -490149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -490159.906250 Penalty: 4118.169922
	Iteration 84Q: 3 clusters Score -490159.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -490171.312500 Penalty: 4118.169922
	Iteration 85Q: 3 clusters Score -490171.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -490178.093750 Penalty: 4118.169922
	Iteration 86Q: 3 clusters Score -490178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -490185.437500 Penalty: 4118.169922
	Iteration 87Q: 3 clusters Score -490185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -490190.781250 Penalty: 4118.169922
	Iteration 88Q: 3 clusters Score -490190.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -490196.781250 Penalty: 4118.169922
	Iteration 89Q: 3 clusters Score -490196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -490200.562500 Penalty: 4118.169922
	Iteration 90Q: 3 clusters Score -490200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -490205.593750 Penalty: 4118.169922
	Iteration 91Q: 3 clusters Score -490205.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -490208.437500 Penalty: 4118.169922
	Iteration 92Q: 3 clusters Score -490208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -490209.406250 Penalty: 4118.169922
	Iteration 93Q: 3 clusters Score -490209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -490213.468750 Penalty: 4118.169922
	Iteration 94Q: 3 clusters Score -490213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -490214.812500 Penalty: 4118.169922
	Iteration 95Q: 3 clusters Score -490214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -490215.906250 Penalty: 4118.169922
	Iteration 96Q: 3 clusters Score -490215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -490217.843750 Penalty: 4118.169922
	Iteration 97Q: 3 clusters Score -490217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -490222.968750 Penalty: 4118.169922
	Iteration 98Q: 3 clusters Score -490223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -490225.437500 Penalty: 4118.169922
	Iteration 99Q: 3 clusters Score -490225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -490228.468750 Penalty: 4118.169922
	Iteration 100F: 3 clusters Score -490228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -490232.843750 Penalty: 4118.169922
	Iteration 101Q: 3 clusters Score -490232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -490237.281250 Penalty: 4118.169922
	Iteration 102Q: 3 clusters Score -490237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -490238.781250 Penalty: 4118.169922
	Iteration 103Q: 3 clusters Score -490238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -490239.781250 Penalty: 4118.169922
	Iteration 104Q: 3 clusters Score -490239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -490241.125000 Penalty: 4118.169922
	Iteration 105Q: 3 clusters Score -490241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -490242.656250 Penalty: 4118.169922
	Iteration 106Q: 3 clusters Score -490242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -490244.875000 Penalty: 4118.169922
	Iteration 107Q: 3 clusters Score -490244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -490244.875000 Penalty: 4118.169922
	Iteration 108F: 3 clusters Score -490244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Entering Unmasked Estep 
Score: -946378.437500 Penalty: 2241.101807
	Iteration 0F: 2 clusters Score -946378.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -939667.937500 Penalty: 4482.203613
	Iteration 0F: 3 clusters Score -939667.9 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -941638.750000 Penalty: 4482.203613
	Iteration 1F: 3 clusters Score -941638.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -941988.812500 Penalty: 4482.203613
	Iteration 2F: 3 clusters Score -941988.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -942305.062500 Penalty: 4482.203613
	Iteration 3F: 3 clusters Score -942305.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -942618.750000 Penalty: 4482.203613
	Iteration 4F: 3 clusters Score -942618.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -942979.187500 Penalty: 4482.203613
	Iteration 5F: 3 clusters Score -942979.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -943344.750000 Penalty: 4482.203613
	Iteration 6F: 3 clusters Score -943344.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -943672.125000 Penalty: 4482.203613
	Iteration 7Q: 3 clusters Score -943672.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -943935.187500 Penalty: 4482.203613
	Iteration 8Q: 3 clusters Score -943935.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -944112.250000 Penalty: 4482.203613
	Iteration 9Q: 3 clusters Score -944112.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -944214.812500 Penalty: 4482.203613
	Iteration 10Q: 3 clusters Score -944214.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -944296.875000 Penalty: 4482.203613
	Iteration 11Q: 3 clusters Score -944296.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -944348.187500 Penalty: 4482.203613
	Iteration 12Q: 3 clusters Score -944348.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -944383.187500 Penalty: 4482.203613
	Iteration 13Q: 3 clusters Score -944383.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -944419.812500 Penalty: 4482.203613
	Iteration 14Q: 3 clusters Score -944419.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -944447.437500 Penalty: 4482.203613
	Iteration 15Q: 3 clusters Score -944447.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -944482.187500 Penalty: 4482.203613
	Iteration 16Q: 3 clusters Score -944482.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -944512.812500 Penalty: 4482.203613
	Iteration 17Q: 3 clusters Score -944512.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -944544.625000 Penalty: 4482.203613
	Iteration 18Q: 3 clusters Score -944544.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -944565.687500 Penalty: 4482.203613
	Iteration 19Q: 3 clusters Score -944565.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -944584.687500 Penalty: 4482.203613
	Iteration 20F: 3 clusters Score -944584.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -944604.937500 Penalty: 4482.203613
	Iteration 21Q: 3 clusters Score -944604.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -944631.312500 Penalty: 4482.203613
	Iteration 22Q: 3 clusters Score -944631.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -944656.750000 Penalty: 4482.203613
	Iteration 23Q: 3 clusters Score -944656.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -944680.250000 Penalty: 4482.203613
	Iteration 24Q: 3 clusters Score -944680.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -944706.000000 Penalty: 4482.203613
	Iteration 25Q: 3 clusters Score -944706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -944731.812500 Penalty: 4482.203613
	Iteration 26Q: 3 clusters Score -944731.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -944767.187500 Penalty: 4482.203613
	Iteration 27Q: 3 clusters Score -944767.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -944793.125000 Penalty: 4482.203613
	Iteration 28Q: 3 clusters Score -944793.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -944827.062500 Penalty: 4482.203613
	Iteration 29Q: 3 clusters Score -944827.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -944863.250000 Penalty: 4482.203613
	Iteration 30Q: 3 clusters Score -944863.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -944902.125000 Penalty: 4482.203613
	Iteration 31Q: 3 clusters Score -944902.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -944944.000000 Penalty: 4482.203613
	Iteration 32Q: 3 clusters Score -944944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -944986.625000 Penalty: 4482.203613
	Iteration 33Q: 3 clusters Score -944986.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -945028.500000 Penalty: 4482.203613
	Iteration 34Q: 3 clusters Score -945028.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -945069.187500 Penalty: 4482.203613
	Iteration 35Q: 3 clusters Score -945069.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -945115.312500 Penalty: 4482.203613
	Iteration 36Q: 3 clusters Score -945115.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -945147.937500 Penalty: 4482.203613
	Iteration 37Q: 3 clusters Score -945147.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -945180.312500 Penalty: 4482.203613
	Iteration 38Q: 3 clusters Score -945180.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -945208.187500 Penalty: 4482.203613
	Iteration 39Q: 3 clusters Score -945208.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -945226.625000 Penalty: 4482.203613
	Iteration 40F: 3 clusters Score -945226.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -945241.437500 Penalty: 4482.203613
	Iteration 41Q: 3 clusters Score -945241.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -945258.375000 Penalty: 4482.203613
	Iteration 42Q: 3 clusters Score -945258.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -945285.500000 Penalty: 4482.203613
	Iteration 43Q: 3 clusters Score -945285.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -945310.125000 Penalty: 4482.203613
	Iteration 44Q: 3 clusters Score -945310.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -945335.875000 Penalty: 4482.203613
	Iteration 45Q: 3 clusters Score -945335.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -945376.687500 Penalty: 4482.203613
	Iteration 46Q: 3 clusters Score -945376.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -945425.562500 Penalty: 4482.203613
	Iteration 47Q: 3 clusters Score -945425.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -945475.375000 Penalty: 4482.203613
	Iteration 48Q: 3 clusters Score -945475.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -945518.937500 Penalty: 4482.203613
	Iteration 49Q: 3 clusters Score -945518.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -945547.812500 Penalty: 4482.203613
	Iteration 50Q: 3 clusters Score -945547.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -945567.875000 Penalty: 4482.203613
	Iteration 51Q: 3 clusters Score -945567.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -945578.250000 Penalty: 4482.203613
	Iteration 52Q: 3 clusters Score -945578.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -945591.125000 Penalty: 4482.203613
	Iteration 53Q: 3 clusters Score -945591.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -945595.125000 Penalty: 4482.203613
	Iteration 54Q: 3 clusters Score -945595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -945597.937500 Penalty: 4482.203613
	Iteration 55Q: 3 clusters Score -945597.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -945600.875000 Penalty: 4482.203613
	Iteration 56Q: 3 clusters Score -945600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -945600.500000 Penalty: 4482.203613
	Iteration 57Q: 3 clusters Score -945600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -945601.750000 Penalty: 4482.203613
	Iteration 58Q: 3 clusters Score -945601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -945603.312500 Penalty: 4482.203613
	Iteration 59Q: 3 clusters Score -945603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -945603.812500 Penalty: 4482.203613
	Iteration 60F: 3 clusters Score -945603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -945604.500000 Penalty: 4482.203613
	Iteration 61Q: 3 clusters Score -945604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -945606.562500 Penalty: 4482.203613
	Iteration 62Q: 3 clusters Score -945606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -945607.187500 Penalty: 4482.203613
	Iteration 63Q: 3 clusters Score -945607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -945606.750000 Penalty: 4482.203613
	Iteration 64Q: 3 clusters Score -945606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -945607.125000 Penalty: 4482.203613
	Iteration 65Q: 3 clusters Score -945607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -945607.125000 Penalty: 4482.203613
	Iteration 66F: 3 clusters Score -945607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Entering Unmasked Estep 
Score: -6630612.500000 Penalty: 2701.540283
	Iteration 0F: 2 clusters Score -6630612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -6594778.000000 Penalty: 5403.080566
	Iteration 0F: 3 clusters Score -6594778 nChanged 24758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6608840.000000 Penalty: 5403.080566
	Iteration 1F: 3 clusters Score -6608840 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6609536.500000 Penalty: 5403.080566
	Iteration 2Q: 3 clusters Score -6609536 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -6610260.000000 Penalty: 5403.080566
	Iteration 3Q: 3 clusters Score -6610260 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -6610982.000000 Penalty: 5403.080566
	Iteration 4Q: 3 clusters Score -6610982 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -6611645.500000 Penalty: 5403.080566
	Iteration 5Q: 3 clusters Score -6611646 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -6612236.500000 Penalty: 5403.080566
	Iteration 6Q: 3 clusters Score -6612236 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6612836.500000 Penalty: 5403.080566
	Iteration 7Q: 3 clusters Score -6612836 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -6613400.500000 Penalty: 5403.080566
	Iteration 8Q: 3 clusters Score -6613400 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -6613882.000000 Penalty: 5403.080566
	Iteration 9Q: 3 clusters Score -6613882 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -6614371.500000 Penalty: 5403.080566
	Iteration 10Q: 3 clusters Score -6614372 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -6615110.000000 Penalty: 5403.080566
	Iteration 11Q: 3 clusters Score -6615110 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6616143.500000 Penalty: 5403.080566
	Iteration 12Q: 3 clusters Score -6616144 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -6617470.000000 Penalty: 5403.080566
	Iteration 13Q: 3 clusters Score -6617470 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -6619237.500000 Penalty: 5403.080566
	Iteration 14F: 3 clusters Score -6619238 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -6621250.000000 Penalty: 5403.080566
	Iteration 15F: 3 clusters Score -6621250 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -6623114.500000 Penalty: 5403.080566
	Iteration 16Q: 3 clusters Score -6623114 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -6624650.000000 Penalty: 5403.080566
	Iteration 17Q: 3 clusters Score -6624650 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6625787.000000 Penalty: 5403.080566
	Iteration 18Q: 3 clusters Score -6625787 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6626556.500000 Penalty: 5403.080566
	Iteration 19Q: 3 clusters Score -6626556 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6626961.000000 Penalty: 5403.080566
	Iteration 20F: 3 clusters Score -6626961 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6627230.000000 Penalty: 5403.080566
	Iteration 21Q: 3 clusters Score -6627230 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6627394.500000 Penalty: 5403.080566
	Iteration 22Q: 3 clusters Score -6627394 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6627536.500000 Penalty: 5403.080566
	Iteration 23Q: 3 clusters Score -6627536 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6627629.500000 Penalty: 5403.080566
	Iteration 24Q: 3 clusters Score -6627630 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6627723.000000 Penalty: 5403.080566
	Iteration 25Q: 3 clusters Score -6627723 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6627769.500000 Penalty: 5403.080566
	Iteration 26Q: 3 clusters Score -6627770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6627809.000000 Penalty: 5403.080566
	Iteration 27Q: 3 clusters Score -6627809 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6627876.500000 Penalty: 5403.080566
	Iteration 28Q: 3 clusters Score -6627876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6627906.500000 Penalty: 5403.080566
	Iteration 29Q: 3 clusters Score -6627906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6627945.000000 Penalty: 5403.080566
	Iteration 30Q: 3 clusters Score -6627945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6627983.500000 Penalty: 5403.080566
	Iteration 31Q: 3 clusters Score -6627984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6627997.000000 Penalty: 5403.080566
	Iteration 32Q: 3 clusters Score -6627997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6628015.500000 Penalty: 5403.080566
	Iteration 33Q: 3 clusters Score -6628016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6628037.000000 Penalty: 5403.080566
	Iteration 34Q: 3 clusters Score -6628037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6628076.500000 Penalty: 5403.080566
	Iteration 35Q: 3 clusters Score -6628076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6628089.500000 Penalty: 5403.080566
	Iteration 36Q: 3 clusters Score -6628090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6628096.000000 Penalty: 5403.080566
	Iteration 37Q: 3 clusters Score -6628096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6628098.500000 Penalty: 5403.080566
	Iteration 38Q: 3 clusters Score -6628098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6628117.500000 Penalty: 5403.080566
	Iteration 39Q: 3 clusters Score -6628118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6628126.500000 Penalty: 5403.080566
	Iteration 40F: 3 clusters Score -6628126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6628143.000000 Penalty: 5403.080566
	Iteration 41Q: 3 clusters Score -6628143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6628151.500000 Penalty: 5403.080566
	Iteration 42Q: 3 clusters Score -6628152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6628154.500000 Penalty: 5403.080566
	Iteration 43Q: 3 clusters Score -6628154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6628152.000000 Penalty: 5403.080566
	Iteration 44Q: 3 clusters Score -6628152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6628149.500000 Penalty: 5403.080566
	Iteration 45Q: 3 clusters Score -6628150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6628154.000000 Penalty: 5403.080566
	Iteration 46Q: 3 clusters Score -6628154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6628152.000000 Penalty: 5403.080566
	Iteration 47Q: 3 clusters Score -6628152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6628163.500000 Penalty: 5403.080566
	Iteration 48Q: 3 clusters Score -6628164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6628160.500000 Penalty: 5403.080566
	Iteration 49Q: 3 clusters Score -6628160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6628160.000000 Penalty: 5403.080566
	Iteration 50Q: 3 clusters Score -6628160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6628161.500000 Penalty: 5403.080566
	Iteration 51Q: 3 clusters Score -6628162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6628171.500000 Penalty: 5403.080566
	Iteration 52Q: 3 clusters Score -6628172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6628170.000000 Penalty: 5403.080566
	Iteration 53Q: 3 clusters Score -6628170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6628179.000000 Penalty: 5403.080566
	Iteration 54Q: 3 clusters Score -6628179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6628174.000000 Penalty: 5403.080566
	Iteration 55Q: 3 clusters Score -6628174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6628176.500000 Penalty: 5403.080566
	Iteration 56Q: 3 clusters Score -6628176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6628176.500000 Penalty: 5403.080566
	Iteration 57F: 3 clusters Score -6628176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Entering Unmasked Estep 
Score: -683495.500000 Penalty: 2154.778320
	Iteration 0F: 2 clusters Score -683495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -678423.500000 Penalty: 4309.556641
	Iteration 0F: 3 clusters Score -678423.5 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -680047.937500 Penalty: 4309.556641
	Iteration 1F: 3 clusters Score -680047.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -680711.625000 Penalty: 4309.556641
	Iteration 2F: 3 clusters Score -680711.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -681352.312500 Penalty: 4309.556641
	Iteration 3F: 3 clusters Score -681352.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -681921.562500 Penalty: 4309.556641
	Iteration 4F: 3 clusters Score -681921.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -682244.625000 Penalty: 4309.556641
	Iteration 5F: 3 clusters Score -682244.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -682424.687500 Penalty: 4309.556641
	Iteration 6Q: 3 clusters Score -682424.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -682515.187500 Penalty: 4309.556641
	Iteration 7Q: 3 clusters Score -682515.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -682561.125000 Penalty: 4309.556641
	Iteration 8Q: 3 clusters Score -682561.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -682594.937500 Penalty: 4309.556641
	Iteration 9Q: 3 clusters Score -682594.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -682613.500000 Penalty: 4309.556641
	Iteration 10Q: 3 clusters Score -682613.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -682625.437500 Penalty: 4309.556641
	Iteration 11Q: 3 clusters Score -682625.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -682638.062500 Penalty: 4309.556641
	Iteration 12Q: 3 clusters Score -682638.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -682651.687500 Penalty: 4309.556641
	Iteration 13Q: 3 clusters Score -682651.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -682663.750000 Penalty: 4309.556641
	Iteration 14Q: 3 clusters Score -682663.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -682671.562500 Penalty: 4309.556641
	Iteration 15Q: 3 clusters Score -682671.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -682679.937500 Penalty: 4309.556641
	Iteration 16Q: 3 clusters Score -682679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -682683.375000 Penalty: 4309.556641
	Iteration 17Q: 3 clusters Score -682683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -682685.937500 Penalty: 4309.556641
	Iteration 18Q: 3 clusters Score -682685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -682686.062500 Penalty: 4309.556641
	Iteration 19Q: 3 clusters Score -682686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -682687.000000 Penalty: 4309.556641
	Iteration 20F: 3 clusters Score -682687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -682686.812500 Penalty: 4309.556641
	Iteration 21Q: 3 clusters Score -682686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -682686.812500 Penalty: 4309.556641
	Iteration 22F: 3 clusters Score -682686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Entering Unmasked Estep 
Score: -4080076.250000 Penalty: 2593.734619
	Iteration 0F: 2 clusters Score -4080076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4056360.250000 Penalty: 5187.469238
	Iteration 0F: 3 clusters Score -4056360 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4065455.500000 Penalty: 5187.469238
	Iteration 1F: 3 clusters Score -4065456 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4066273.000000 Penalty: 5187.469238
	Iteration 2F: 3 clusters Score -4066273 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4067105.750000 Penalty: 5187.469238
	Iteration 3F: 3 clusters Score -4067106 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4068014.250000 Penalty: 5187.469238
	Iteration 4F: 3 clusters Score -4068014 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4069004.250000 Penalty: 5187.469238
	Iteration 5F: 3 clusters Score -4069004 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4070107.500000 Penalty: 5187.469238
	Iteration 6F: 3 clusters Score -4070108 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -4071442.250000 Penalty: 5187.469238
	Iteration 7F: 3 clusters Score -4071442 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4072944.500000 Penalty: 5187.469238
	Iteration 8F: 3 clusters Score -4072944 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -4074524.750000 Penalty: 5187.469238
	Iteration 9F: 3 clusters Score -4074525 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4075840.000000 Penalty: 5187.469238
	Iteration 10Q: 3 clusters Score -4075840 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4076762.000000 Penalty: 5187.469238
	Iteration 11Q: 3 clusters Score -4076762 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4077349.250000 Penalty: 5187.469238
	Iteration 12Q: 3 clusters Score -4077349 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4077691.000000 Penalty: 5187.469238
	Iteration 13Q: 3 clusters Score -4077691 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4077859.750000 Penalty: 5187.469238
	Iteration 14Q: 3 clusters Score -4077860 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -4077974.000000 Penalty: 5187.469238
	Iteration 15Q: 3 clusters Score -4077974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4078090.250000 Penalty: 5187.469238
	Iteration 16Q: 3 clusters Score -4078090 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4078165.000000 Penalty: 5187.469238
	Iteration 17Q: 3 clusters Score -4078165 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4078206.750000 Penalty: 5187.469238
	Iteration 18Q: 3 clusters Score -4078207 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -4078229.750000 Penalty: 5187.469238
	Iteration 19Q: 3 clusters Score -4078230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4078259.750000 Penalty: 5187.469238
	Iteration 20F: 3 clusters Score -4078260 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -4078295.750000 Penalty: 5187.469238
	Iteration 21Q: 3 clusters Score -4078296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4078322.000000 Penalty: 5187.469238
	Iteration 22Q: 3 clusters Score -4078322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4078342.250000 Penalty: 5187.469238
	Iteration 23Q: 3 clusters Score -4078342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -4078370.750000 Penalty: 5187.469238
	Iteration 24Q: 3 clusters Score -4078371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -4078392.250000 Penalty: 5187.469238
	Iteration 25Q: 3 clusters Score -4078392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -4078400.750000 Penalty: 5187.469238
	Iteration 26Q: 3 clusters Score -4078401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4078420.250000 Penalty: 5187.469238
	Iteration 27Q: 3 clusters Score -4078420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4078444.500000 Penalty: 5187.469238
	Iteration 28Q: 3 clusters Score -4078444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4078465.250000 Penalty: 5187.469238
	Iteration 29Q: 3 clusters Score -4078465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4078463.750000 Penalty: 5187.469238
	Iteration 30Q: 3 clusters Score -4078464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4078465.750000 Penalty: 5187.469238
	Iteration 31Q: 3 clusters Score -4078466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4078479.500000 Penalty: 5187.469238
	Iteration 32Q: 3 clusters Score -4078480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4078492.000000 Penalty: 5187.469238
	Iteration 33Q: 3 clusters Score -4078492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4078493.250000 Penalty: 5187.469238
	Iteration 34Q: 3 clusters Score -4078493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4078504.250000 Penalty: 5187.469238
	Iteration 35Q: 3 clusters Score -4078504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4078511.750000 Penalty: 5187.469238
	Iteration 36Q: 3 clusters Score -4078512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4078515.250000 Penalty: 5187.469238
	Iteration 37Q: 3 clusters Score -4078515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4078522.250000 Penalty: 5187.469238
	Iteration 38Q: 3 clusters Score -4078522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -4078517.500000 Penalty: 5187.469238
	Iteration 39Q: 3 clusters Score -4078518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4078520.000000 Penalty: 5187.469238
	Iteration 40F: 3 clusters Score -4078520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4078524.250000 Penalty: 5187.469238
	Iteration 41Q: 3 clusters Score -4078524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -4078527.250000 Penalty: 5187.469238
	Iteration 42Q: 3 clusters Score -4078527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4078521.000000 Penalty: 5187.469238
	Iteration 43Q: 3 clusters Score -4078521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4078522.000000 Penalty: 5187.469238
	Iteration 44Q: 3 clusters Score -4078522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4078537.500000 Penalty: 5187.469238
	Iteration 45Q: 3 clusters Score -4078538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4078544.500000 Penalty: 5187.469238
	Iteration 46Q: 3 clusters Score -4078544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4078545.500000 Penalty: 5187.469238
	Iteration 47Q: 3 clusters Score -4078546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4078551.750000 Penalty: 5187.469238
	Iteration 48Q: 3 clusters Score -4078552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -4078568.750000 Penalty: 5187.469238
	Iteration 49Q: 3 clusters Score -4078569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4078585.000000 Penalty: 5187.469238
	Iteration 50Q: 3 clusters Score -4078585 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4078596.750000 Penalty: 5187.469238
	Iteration 51Q: 3 clusters Score -4078597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4078622.500000 Penalty: 5187.469238
	Iteration 52Q: 3 clusters Score -4078622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4078651.250000 Penalty: 5187.469238
	Iteration 53Q: 3 clusters Score -4078651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4078663.000000 Penalty: 5187.469238
	Iteration 54Q: 3 clusters Score -4078663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4078682.000000 Penalty: 5187.469238
	Iteration 55Q: 3 clusters Score -4078682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4078693.750000 Penalty: 5187.469238
	Iteration 56Q: 3 clusters Score -4078694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4078688.250000 Penalty: 5187.469238
	Iteration 57Q: 3 clusters Score -4078688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4078694.750000 Penalty: 5187.469238
	Iteration 58Q: 3 clusters Score -4078695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4078706.500000 Penalty: 5187.469238
	Iteration 59Q: 3 clusters Score -4078706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4078710.750000 Penalty: 5187.469238
	Iteration 60F: 3 clusters Score -4078711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4078715.750000 Penalty: 5187.469238
	Iteration 61Q: 3 clusters Score -4078716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4078715.250000 Penalty: 5187.469238
	Iteration 62Q: 3 clusters Score -4078715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4078718.500000 Penalty: 5187.469238
	Iteration 63Q: 3 clusters Score -4078718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4078730.500000 Penalty: 5187.469238
	Iteration 64Q: 3 clusters Score -4078730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4078736.250000 Penalty: 5187.469238
	Iteration 65Q: 3 clusters Score -4078736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4078745.250000 Penalty: 5187.469238
	Iteration 66Q: 3 clusters Score -4078745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4078764.500000 Penalty: 5187.469238
	Iteration 67Q: 3 clusters Score -4078764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4078786.750000 Penalty: 5187.469238
	Iteration 68Q: 3 clusters Score -4078787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4078784.250000 Penalty: 5187.469238
	Iteration 69Q: 3 clusters Score -4078784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4078792.250000 Penalty: 5187.469238
	Iteration 70Q: 3 clusters Score -4078792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4078801.750000 Penalty: 5187.469238
	Iteration 71Q: 3 clusters Score -4078802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4078801.250000 Penalty: 5187.469238
	Iteration 72Q: 3 clusters Score -4078801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4078808.500000 Penalty: 5187.469238
	Iteration 73Q: 3 clusters Score -4078808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4078809.250000 Penalty: 5187.469238
	Iteration 74Q: 3 clusters Score -4078809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4078813.250000 Penalty: 5187.469238
	Iteration 75Q: 3 clusters Score -4078813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4078806.250000 Penalty: 5187.469238
	Iteration 76Q: 3 clusters Score -4078806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4078805.750000 Penalty: 5187.469238
	Iteration 77Q: 3 clusters Score -4078806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4078802.750000 Penalty: 5187.469238
	Iteration 78Q: 3 clusters Score -4078803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4078804.500000 Penalty: 5187.469238
	Iteration 79Q: 3 clusters Score -4078804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4078814.000000 Penalty: 5187.469238
	Iteration 80F: 3 clusters Score -4078814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4078822.500000 Penalty: 5187.469238
	Iteration 81Q: 3 clusters Score -4078822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4078827.000000 Penalty: 5187.469238
	Iteration 82Q: 3 clusters Score -4078827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4078827.000000 Penalty: 5187.469238
	Iteration 83Q: 3 clusters Score -4078827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4078830.000000 Penalty: 5187.469238
	Iteration 84Q: 3 clusters Score -4078830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4078834.250000 Penalty: 5187.469238
	Iteration 85Q: 3 clusters Score -4078834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4078845.000000 Penalty: 5187.469238
	Iteration 86Q: 3 clusters Score -4078845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4078841.250000 Penalty: 5187.469238
	Iteration 87Q: 3 clusters Score -4078841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4078843.000000 Penalty: 5187.469238
	Iteration 88Q: 3 clusters Score -4078843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4078844.750000 Penalty: 5187.469238
	Iteration 89Q: 3 clusters Score -4078845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4078849.500000 Penalty: 5187.469238
	Iteration 90Q: 3 clusters Score -4078850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4078851.000000 Penalty: 5187.469238
	Iteration 91Q: 3 clusters Score -4078851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4078852.000000 Penalty: 5187.469238
	Iteration 92Q: 3 clusters Score -4078852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4078854.000000 Penalty: 5187.469238
	Iteration 93Q: 3 clusters Score -4078854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4078850.750000 Penalty: 5187.469238
	Iteration 94Q: 3 clusters Score -4078851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4078858.500000 Penalty: 5187.469238
	Iteration 95Q: 3 clusters Score -4078858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4078863.750000 Penalty: 5187.469238
	Iteration 96Q: 3 clusters Score -4078864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4078855.750000 Penalty: 5187.469238
	Iteration 97Q: 3 clusters Score -4078856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4078856.000000 Penalty: 5187.469238
	Iteration 98Q: 3 clusters Score -4078856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4078862.000000 Penalty: 5187.469238
	Iteration 99Q: 3 clusters Score -4078862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4078870.750000 Penalty: 5187.469238
	Iteration 100F: 3 clusters Score -4078871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4078868.000000 Penalty: 5187.469238
	Iteration 101Q: 3 clusters Score -4078868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4078876.000000 Penalty: 5187.469238
	Iteration 102Q: 3 clusters Score -4078876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4078876.250000 Penalty: 5187.469238
	Iteration 103Q: 3 clusters Score -4078876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4078884.750000 Penalty: 5187.469238
	Iteration 104Q: 3 clusters Score -4078885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4078881.250000 Penalty: 5187.469238
	Iteration 105Q: 3 clusters Score -4078881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4078883.000000 Penalty: 5187.469238
	Iteration 106Q: 3 clusters Score -4078883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4078883.000000 Penalty: 5187.469238
	Iteration 107Q: 3 clusters Score -4078883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4078878.750000 Penalty: 5187.469238
	Iteration 108Q: 3 clusters Score -4078879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4078877.000000 Penalty: 5187.469238
	Iteration 109Q: 3 clusters Score -4078877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4078880.750000 Penalty: 5187.469238
	Iteration 110Q: 3 clusters Score -4078881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4078880.750000 Penalty: 5187.469238
	Iteration 111Q: 3 clusters Score -4078881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4078882.500000 Penalty: 5187.469238
	Iteration 112Q: 3 clusters Score -4078882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -4078884.500000 Penalty: 5187.469238
	Iteration 113Q: 3 clusters Score -4078884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4078885.500000 Penalty: 5187.469238
	Iteration 114Q: 3 clusters Score -4078886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4078882.750000 Penalty: 5187.469238
	Iteration 115Q: 3 clusters Score -4078883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4078882.750000 Penalty: 5187.469238
	Iteration 116F: 3 clusters Score -4078883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Entering Unmasked Estep 
Score: -991048.125000 Penalty: 2237.835205
	Iteration 0F: 2 clusters Score -991048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -984465.875000 Penalty: 4475.670410
	Iteration 0F: 3 clusters Score -984465.9 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -986362.750000 Penalty: 4475.670410
	Iteration 1F: 3 clusters Score -986362.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -986687.125000 Penalty: 4475.670410
	Iteration 2F: 3 clusters Score -986687.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -986948.375000 Penalty: 4475.670410
	Iteration 3F: 3 clusters Score -986948.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -987146.687500 Penalty: 4475.670410
	Iteration 4Q: 3 clusters Score -987146.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -987321.562500 Penalty: 4475.670410
	Iteration 5Q: 3 clusters Score -987321.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -987488.937500 Penalty: 4475.670410
	Iteration 6Q: 3 clusters Score -987488.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -987636.500000 Penalty: 4475.670410
	Iteration 7Q: 3 clusters Score -987636.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -987776.187500 Penalty: 4475.670410
	Iteration 8Q: 3 clusters Score -987776.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -987917.000000 Penalty: 4475.670410
	Iteration 9Q: 3 clusters Score -987917 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -988035.687500 Penalty: 4475.670410
	Iteration 10Q: 3 clusters Score -988035.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -988152.312500 Penalty: 4475.670410
	Iteration 11Q: 3 clusters Score -988152.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -988280.312500 Penalty: 4475.670410
	Iteration 12Q: 3 clusters Score -988280.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -988424.812500 Penalty: 4475.670410
	Iteration 13Q: 3 clusters Score -988424.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -988566.062500 Penalty: 4475.670410
	Iteration 14Q: 3 clusters Score -988566.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -988675.500000 Penalty: 4475.670410
	Iteration 15Q: 3 clusters Score -988675.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -988773.375000 Penalty: 4475.670410
	Iteration 16Q: 3 clusters Score -988773.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -988847.187500 Penalty: 4475.670410
	Iteration 17Q: 3 clusters Score -988847.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -988904.062500 Penalty: 4475.670410
	Iteration 18Q: 3 clusters Score -988904.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -988962.000000 Penalty: 4475.670410
	Iteration 19Q: 3 clusters Score -988962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -989011.000000 Penalty: 4475.670410
	Iteration 20F: 3 clusters Score -989011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -989046.687500 Penalty: 4475.670410
	Iteration 21Q: 3 clusters Score -989046.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -989082.812500 Penalty: 4475.670410
	Iteration 22Q: 3 clusters Score -989082.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -989106.812500 Penalty: 4475.670410
	Iteration 23Q: 3 clusters Score -989106.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -989126.312500 Penalty: 4475.670410
	Iteration 24Q: 3 clusters Score -989126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -989136.250000 Penalty: 4475.670410
	Iteration 25Q: 3 clusters Score -989136.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -989147.750000 Penalty: 4475.670410
	Iteration 26Q: 3 clusters Score -989147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -989151.187500 Penalty: 4475.670410
	Iteration 27Q: 3 clusters Score -989151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -989157.812500 Penalty: 4475.670410
	Iteration 28Q: 3 clusters Score -989157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -989162.000000 Penalty: 4475.670410
	Iteration 29Q: 3 clusters Score -989162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -989170.375000 Penalty: 4475.670410
	Iteration 30Q: 3 clusters Score -989170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -989175.687500 Penalty: 4475.670410
	Iteration 31Q: 3 clusters Score -989175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -989177.500000 Penalty: 4475.670410
	Iteration 32Q: 3 clusters Score -989177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -989181.875000 Penalty: 4475.670410
	Iteration 33Q: 3 clusters Score -989181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -989187.187500 Penalty: 4475.670410
	Iteration 34Q: 3 clusters Score -989187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -989188.687500 Penalty: 4475.670410
	Iteration 35Q: 3 clusters Score -989188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -989189.875000 Penalty: 4475.670410
	Iteration 36Q: 3 clusters Score -989189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -989191.562500 Penalty: 4475.670410
	Iteration 37Q: 3 clusters Score -989191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -989196.687500 Penalty: 4475.670410
	Iteration 38Q: 3 clusters Score -989196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -989200.812500 Penalty: 4475.670410
	Iteration 39Q: 3 clusters Score -989200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -989204.750000 Penalty: 4475.670410
	Iteration 40F: 3 clusters Score -989204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -989209.687500 Penalty: 4475.670410
	Iteration 41Q: 3 clusters Score -989209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -989208.812500 Penalty: 4475.670410
	Iteration 42Q: 3 clusters Score -989208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -989208.812500 Penalty: 4475.670410
	Iteration 43F: 3 clusters Score -989208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (173674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Entering Unmasked Estep 
Score: -21566600.000000 Penalty: 2992.104004
	Iteration 0F: 2 clusters Score -2.15666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -21452568.000000 Penalty: 5984.208008
	Iteration 0F: 3 clusters Score -2.145257e+07 nChanged 83476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -21501792.000000 Penalty: 5984.208008
	Iteration 1F: 3 clusters Score -2.150179e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -21503568.000000 Penalty: 5984.208008
	Iteration 2Q: 3 clusters Score -2.150357e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -21506834.000000 Penalty: 5984.208008
	Iteration 3Q: 3 clusters Score -2.150683e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -21511470.000000 Penalty: 5984.208008
	Iteration 4Q: 3 clusters Score -2.151147e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -21517082.000000 Penalty: 5984.208008
	Iteration 5F: 3 clusters Score -2.151708e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -21522888.000000 Penalty: 5984.208008
	Iteration 6F: 3 clusters Score -2.152289e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
Score: -21528036.000000 Penalty: 5984.208008
	Iteration 7F: 3 clusters Score -2.152804e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -21532158.000000 Penalty: 5984.208008
	Iteration 8Q: 3 clusters Score -2.153216e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 107349 members 
Entering Unmasked Estep 
Score: -21535458.000000 Penalty: 5984.208008
	Iteration 9Q: 3 clusters Score -2.153546e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 112000 members 
Entering Unmasked Estep 
Score: -21538084.000000 Penalty: 5984.208008
	Iteration 10Q: 3 clusters Score -2.153808e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -21540820.000000 Penalty: 5984.208008
	Iteration 11Q: 3 clusters Score -2.154082e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -21543476.000000 Penalty: 5984.208008
	Iteration 12Q: 3 clusters Score -2.154348e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 128016 members 
Entering Unmasked Estep 
Score: -21546142.000000 Penalty: 5984.208008
	Iteration 13Q: 3 clusters Score -2.154614e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -21548906.000000 Penalty: 5984.208008
	Iteration 14Q: 3 clusters Score -2.154891e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -21551366.000000 Penalty: 5984.208008
	Iteration 15Q: 3 clusters Score -2.155137e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -21554026.000000 Penalty: 5984.208008
	Iteration 16Q: 3 clusters Score -2.155403e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -21556286.000000 Penalty: 5984.208008
	Iteration 17Q: 3 clusters Score -2.155629e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 154269 members 
Entering Unmasked Estep 
Score: -21558336.000000 Penalty: 5984.208008
	Iteration 18Q: 3 clusters Score -2.155834e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 158147 members 
Entering Unmasked Estep 
Score: -21560050.000000 Penalty: 5984.208008
	Iteration 19Q: 3 clusters Score -2.156005e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -21561312.000000 Penalty: 5984.208008
	Iteration 20F: 3 clusters Score -2.156131e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 163871 members 
Entering Unmasked Estep 
Score: -21562238.000000 Penalty: 5984.208008
	Iteration 21Q: 3 clusters Score -2.156224e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -21562880.000000 Penalty: 5984.208008
	Iteration 22Q: 3 clusters Score -2.156288e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -21563310.000000 Penalty: 5984.208008
	Iteration 23Q: 3 clusters Score -2.156331e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -21563686.000000 Penalty: 5984.208008
	Iteration 24Q: 3 clusters Score -2.156369e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 169066 members 
Entering Unmasked Estep 
Score: -21563946.000000 Penalty: 5984.208008
	Iteration 25Q: 3 clusters Score -2.156395e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -21564112.000000 Penalty: 5984.208008
	Iteration 26Q: 3 clusters Score -2.156411e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 170053 members 
Entering Unmasked Estep 
Score: -21564194.000000 Penalty: 5984.208008
	Iteration 27Q: 3 clusters Score -2.156419e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -21564288.000000 Penalty: 5984.208008
	Iteration 28Q: 3 clusters Score -2.156429e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 170643 members 
Entering Unmasked Estep 
Score: -21564346.000000 Penalty: 5984.208008
	Iteration 29Q: 3 clusters Score -2.156435e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 170833 members 
Entering Unmasked Estep 
Score: -21564374.000000 Penalty: 5984.208008
	Iteration 30Q: 3 clusters Score -2.156437e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 170977 members 
Entering Unmasked Estep 
Score: -21564434.000000 Penalty: 5984.208008
	Iteration 31Q: 3 clusters Score -2.156443e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 171089 members 
Entering Unmasked Estep 
Score: -21564488.000000 Penalty: 5984.208008
	Iteration 32Q: 3 clusters Score -2.156449e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 171199 members 
Entering Unmasked Estep 
Score: -21564496.000000 Penalty: 5984.208008
	Iteration 33Q: 3 clusters Score -2.15645e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -21564520.000000 Penalty: 5984.208008
	Iteration 34Q: 3 clusters Score -2.156452e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 171372 members 
Entering Unmasked Estep 
Score: -21564550.000000 Penalty: 5984.208008
	Iteration 35Q: 3 clusters Score -2.156455e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -21564568.000000 Penalty: 5984.208008
	Iteration 36Q: 3 clusters Score -2.156457e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 171481 members 
Entering Unmasked Estep 
Score: -21564578.000000 Penalty: 5984.208008
	Iteration 37Q: 3 clusters Score -2.156458e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -21564582.000000 Penalty: 5984.208008
	Iteration 38Q: 3 clusters Score -2.156458e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -21564596.000000 Penalty: 5984.208008
	Iteration 39Q: 3 clusters Score -2.15646e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -21564598.000000 Penalty: 5984.208008
	Iteration 40F: 3 clusters Score -2.15646e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -21564626.000000 Penalty: 5984.208008
	Iteration 41Q: 3 clusters Score -2.156463e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 171715 members 
Entering Unmasked Estep 
Score: -21564624.000000 Penalty: 5984.208008
	Iteration 42Q: 3 clusters Score -2.156462e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 171756 members 
Entering Unmasked Estep 
Score: -21564626.000000 Penalty: 5984.208008
	Iteration 43Q: 3 clusters Score -2.156463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -21564654.000000 Penalty: 5984.208008
	Iteration 44Q: 3 clusters Score -2.156465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 171809 members 
Entering Unmasked Estep 
Score: -21564646.000000 Penalty: 5984.208008
	Iteration 45Q: 3 clusters Score -2.156465e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 171832 members 
Entering Unmasked Estep 
Score: -21564684.000000 Penalty: 5984.208008
	Iteration 46Q: 3 clusters Score -2.156468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -21564700.000000 Penalty: 5984.208008
	Iteration 47Q: 3 clusters Score -2.15647e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -21564694.000000 Penalty: 5984.208008
	Iteration 48Q: 3 clusters Score -2.156469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -21564694.000000 Penalty: 5984.208008
	Iteration 49Q: 3 clusters Score -2.156469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -21564702.000000 Penalty: 5984.208008
	Iteration 50Q: 3 clusters Score -2.15647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -21564696.000000 Penalty: 5984.208008
	Iteration 51Q: 3 clusters Score -2.15647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 171972 members 
Entering Unmasked Estep 
Score: -21564714.000000 Penalty: 5984.208008
	Iteration 52Q: 3 clusters Score -2.156471e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 171991 members 
Entering Unmasked Estep 
Score: -21564708.000000 Penalty: 5984.208008
	Iteration 53Q: 3 clusters Score -2.156471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -21564686.000000 Penalty: 5984.208008
	Iteration 54Q: 3 clusters Score -2.156469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -21564694.000000 Penalty: 5984.208008
	Iteration 55Q: 3 clusters Score -2.156469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 172037 members 
Entering Unmasked Estep 
Score: -21564690.000000 Penalty: 5984.208008
	Iteration 56Q: 3 clusters Score -2.156469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -21564674.000000 Penalty: 5984.208008
	Iteration 57Q: 3 clusters Score -2.156467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -21564684.000000 Penalty: 5984.208008
	Iteration 58Q: 3 clusters Score -2.156468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 172072 members 
Entering Unmasked Estep 
Score: -21564684.000000 Penalty: 5984.208008
	Iteration 59Q: 3 clusters Score -2.156468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -21564674.000000 Penalty: 5984.208008
	Iteration 60F: 3 clusters Score -2.156467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 172082 members 
Entering Unmasked Estep 
Score: -21564682.000000 Penalty: 5984.208008
	Iteration 61Q: 3 clusters Score -2.156468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 172084 members 
Entering Unmasked Estep 
Score: -21564676.000000 Penalty: 5984.208008
	Iteration 62Q: 3 clusters Score -2.156468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -21564678.000000 Penalty: 5984.208008
	Iteration 63Q: 3 clusters Score -2.156468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -21564668.000000 Penalty: 5984.208008
	Iteration 64Q: 3 clusters Score -2.156467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 172100 members 
Entering Unmasked Estep 
Score: -21564666.000000 Penalty: 5984.208008
	Iteration 65Q: 3 clusters Score -2.156467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 172106 members 
Entering Unmasked Estep 
Score: -21564678.000000 Penalty: 5984.208008
	Iteration 66Q: 3 clusters Score -2.156468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -21564682.000000 Penalty: 5984.208008
	Iteration 67Q: 3 clusters Score -2.156468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 172119 members 
Entering Unmasked Estep 
Score: -21564680.000000 Penalty: 5984.208008
	Iteration 68Q: 3 clusters Score -2.156468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -21564662.000000 Penalty: 5984.208008
	Iteration 69Q: 3 clusters Score -2.156466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 172133 members 
Entering Unmasked Estep 
Score: -21564672.000000 Penalty: 5984.208008
	Iteration 70Q: 3 clusters Score -2.156467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 172140 members 
Entering Unmasked Estep 
Score: -21564678.000000 Penalty: 5984.208008
	Iteration 71Q: 3 clusters Score -2.156468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -21564682.000000 Penalty: 5984.208008
	Iteration 72Q: 3 clusters Score -2.156468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -21564676.000000 Penalty: 5984.208008
	Iteration 73Q: 3 clusters Score -2.156468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -21564678.000000 Penalty: 5984.208008
	Iteration 74Q: 3 clusters Score -2.156468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 172154 members 
Entering Unmasked Estep 
Score: -21564668.000000 Penalty: 5984.208008
	Iteration 75Q: 3 clusters Score -2.156467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 172158 members 
Entering Unmasked Estep 
Score: -21564660.000000 Penalty: 5984.208008
	Iteration 76Q: 3 clusters Score -2.156466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 172161 members 
Entering Unmasked Estep 
Score: -21564664.000000 Penalty: 5984.208008
	Iteration 77Q: 3 clusters Score -2.156466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 172164 members 
Entering Unmasked Estep 
Score: -21564666.000000 Penalty: 5984.208008
	Iteration 78Q: 3 clusters Score -2.156467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 172167 members 
Entering Unmasked Estep 
Score: -21564668.000000 Penalty: 5984.208008
	Iteration 79Q: 3 clusters Score -2.156467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 172169 members 
Entering Unmasked Estep 
Score: -21564660.000000 Penalty: 5984.208008
	Iteration 80F: 3 clusters Score -2.156466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -21564670.000000 Penalty: 5984.208008
	Iteration 81Q: 3 clusters Score -2.156467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -21564670.000000 Penalty: 5984.208008
	Iteration 82F: 3 clusters Score -2.156467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -768726.437500 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -768726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -763161.812500 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -763161.8 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -764725.000000 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -764725 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -765004.062500 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -765004.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -765192.812500 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -765192.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -765384.125000 Penalty: 4358.915039
	Iteration 4Q: 3 clusters Score -765384.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -765596.562500 Penalty: 4358.915039
	Iteration 5Q: 3 clusters Score -765596.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -765780.937500 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -765780.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -765933.187500 Penalty: 4358.915039
	Iteration 7Q: 3 clusters Score -765933.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -766056.750000 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -766056.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -766187.125000 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -766187.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -766318.000000 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -766318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -766432.250000 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -766432.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -766539.062500 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -766539.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -766617.812500 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -766617.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -766694.875000 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -766694.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -766753.437500 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -766753.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -766801.812500 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -766801.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -766835.625000 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -766835.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -766860.937500 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -766860.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -766876.625000 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -766876.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -766895.437500 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -766895.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -766905.750000 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -766905.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -766917.750000 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -766917.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -766929.250000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -766929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -766946.937500 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -766946.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -766959.812500 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -766959.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -766974.750000 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -766974.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -766988.562500 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -766988.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -766999.187500 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -766999.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -767009.687500 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -767009.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -767020.500000 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -767020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -767025.812500 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -767025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -767032.875000 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -767032.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -767040.937500 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -767040.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -767044.812500 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -767044.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -767052.000000 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -767052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -767055.875000 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -767055.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -767058.500000 Penalty: 4358.915039
	Iteration 37Q: 3 clusters Score -767058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -767062.562500 Penalty: 4358.915039
	Iteration 38Q: 3 clusters Score -767062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -767064.125000 Penalty: 4358.915039
	Iteration 39Q: 3 clusters Score -767064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -767065.062500 Penalty: 4358.915039
	Iteration 40F: 3 clusters Score -767065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -767067.125000 Penalty: 4358.915039
	Iteration 41Q: 3 clusters Score -767067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -767068.000000 Penalty: 4358.915039
	Iteration 42Q: 3 clusters Score -767068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -767068.875000 Penalty: 4358.915039
	Iteration 43Q: 3 clusters Score -767068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -767068.937500 Penalty: 4358.915039
	Iteration 44Q: 3 clusters Score -767068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -767069.125000 Penalty: 4358.915039
	Iteration 45Q: 3 clusters Score -767069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -767069.125000 Penalty: 4358.915039
	Iteration 46F: 3 clusters Score -767069.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Entering Unmasked Estep 
Score: -3928748.750000 Penalty: 2573.159912
	Iteration 0F: 2 clusters Score -3928749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3906852.750000 Penalty: 5146.319824
	Iteration 0F: 3 clusters Score -3906853 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3914647.250000 Penalty: 5146.319824
	Iteration 1F: 3 clusters Score -3914647 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3915092.250000 Penalty: 5146.319824
	Iteration 2Q: 3 clusters Score -3915092 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3915481.500000 Penalty: 5146.319824
	Iteration 3Q: 3 clusters Score -3915482 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3915804.750000 Penalty: 5146.319824
	Iteration 4Q: 3 clusters Score -3915805 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3916072.250000 Penalty: 5146.319824
	Iteration 5Q: 3 clusters Score -3916072 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3916368.000000 Penalty: 5146.319824
	Iteration 6Q: 3 clusters Score -3916368 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3916668.250000 Penalty: 5146.319824
	Iteration 7Q: 3 clusters Score -3916668 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3916946.250000 Penalty: 5146.319824
	Iteration 8Q: 3 clusters Score -3916946 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3917256.250000 Penalty: 5146.319824
	Iteration 9Q: 3 clusters Score -3917256 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3917606.000000 Penalty: 5146.319824
	Iteration 10Q: 3 clusters Score -3917606 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3917982.500000 Penalty: 5146.319824
	Iteration 11Q: 3 clusters Score -3917982 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3918423.750000 Penalty: 5146.319824
	Iteration 12Q: 3 clusters Score -3918424 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3918944.250000 Penalty: 5146.319824
	Iteration 13Q: 3 clusters Score -3918944 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3919580.250000 Penalty: 5146.319824
	Iteration 14Q: 3 clusters Score -3919580 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3920367.750000 Penalty: 5146.319824
	Iteration 15Q: 3 clusters Score -3920368 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3921214.500000 Penalty: 5146.319824
	Iteration 16Q: 3 clusters Score -3921214 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3922110.750000 Penalty: 5146.319824
	Iteration 17Q: 3 clusters Score -3922111 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3922977.750000 Penalty: 5146.319824
	Iteration 18Q: 3 clusters Score -3922978 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3923771.500000 Penalty: 5146.319824
	Iteration 19Q: 3 clusters Score -3923772 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3924486.500000 Penalty: 5146.319824
	Iteration 20F: 3 clusters Score -3924486 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3925077.250000 Penalty: 5146.319824
	Iteration 21Q: 3 clusters Score -3925077 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3925494.750000 Penalty: 5146.319824
	Iteration 22Q: 3 clusters Score -3925495 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3925813.750000 Penalty: 5146.319824
	Iteration 23Q: 3 clusters Score -3925814 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3926025.250000 Penalty: 5146.319824
	Iteration 24Q: 3 clusters Score -3926025 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -3926183.250000 Penalty: 5146.319824
	Iteration 25Q: 3 clusters Score -3926183 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3926294.500000 Penalty: 5146.319824
	Iteration 26Q: 3 clusters Score -3926294 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3926361.000000 Penalty: 5146.319824
	Iteration 27Q: 3 clusters Score -3926361 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3926438.000000 Penalty: 5146.319824
	Iteration 28Q: 3 clusters Score -3926438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3926484.750000 Penalty: 5146.319824
	Iteration 29Q: 3 clusters Score -3926485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3926522.250000 Penalty: 5146.319824
	Iteration 30Q: 3 clusters Score -3926522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3926553.750000 Penalty: 5146.319824
	Iteration 31Q: 3 clusters Score -3926554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3926579.500000 Penalty: 5146.319824
	Iteration 32Q: 3 clusters Score -3926580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -3926587.750000 Penalty: 5146.319824
	Iteration 33Q: 3 clusters Score -3926588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3926594.500000 Penalty: 5146.319824
	Iteration 34Q: 3 clusters Score -3926594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3926611.750000 Penalty: 5146.319824
	Iteration 35Q: 3 clusters Score -3926612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3926617.250000 Penalty: 5146.319824
	Iteration 36Q: 3 clusters Score -3926617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3926619.250000 Penalty: 5146.319824
	Iteration 37Q: 3 clusters Score -3926619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3926624.000000 Penalty: 5146.319824
	Iteration 38Q: 3 clusters Score -3926624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3926625.000000 Penalty: 5146.319824
	Iteration 39Q: 3 clusters Score -3926625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3926623.750000 Penalty: 5146.319824
	Iteration 40F: 3 clusters Score -3926624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3926625.750000 Penalty: 5146.319824
	Iteration 41Q: 3 clusters Score -3926626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3926626.250000 Penalty: 5146.319824
	Iteration 42Q: 3 clusters Score -3926626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3926630.250000 Penalty: 5146.319824
	Iteration 43Q: 3 clusters Score -3926630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3926630.250000 Penalty: 5146.319824
	Iteration 44F: 3 clusters Score -3926630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Entering Unmasked Estep 
Score: -2526154.750000 Penalty: 2464.464844
	Iteration 0F: 2 clusters Score -2526155 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 10444 members 
Entering Unmasked Estep 
Score: -2511626.500000 Penalty: 4928.929688
	Iteration 0F: 3 clusters Score -2511626 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2516588.750000 Penalty: 4928.929688
	Iteration 1F: 3 clusters Score -2516589 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2517222.500000 Penalty: 4928.929688
	Iteration 2F: 3 clusters Score -2517222 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2517930.500000 Penalty: 4928.929688
	Iteration 3F: 3 clusters Score -2517930 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2518850.000000 Penalty: 4928.929688
	Iteration 4F: 3 clusters Score -2518850 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2520031.750000 Penalty: 4928.929688
	Iteration 5F: 3 clusters Score -2520032 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2521204.000000 Penalty: 4928.929688
	Iteration 6F: 3 clusters Score -2521204 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2522205.500000 Penalty: 4928.929688
	Iteration 7F: 3 clusters Score -2522206 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2522950.250000 Penalty: 4928.929688
	Iteration 8Q: 3 clusters Score -2522950 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2523434.000000 Penalty: 4928.929688
	Iteration 9Q: 3 clusters Score -2523434 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2523746.750000 Penalty: 4928.929688
	Iteration 10Q: 3 clusters Score -2523747 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2523964.750000 Penalty: 4928.929688
	Iteration 11Q: 3 clusters Score -2523965 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2524117.500000 Penalty: 4928.929688
	Iteration 12Q: 3 clusters Score -2524118 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2524228.750000 Penalty: 4928.929688
	Iteration 13Q: 3 clusters Score -2524229 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2524282.000000 Penalty: 4928.929688
	Iteration 14Q: 3 clusters Score -2524282 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2524325.750000 Penalty: 4928.929688
	Iteration 15Q: 3 clusters Score -2524326 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2524390.250000 Penalty: 4928.929688
	Iteration 16Q: 3 clusters Score -2524390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2524428.000000 Penalty: 4928.929688
	Iteration 17Q: 3 clusters Score -2524428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2524465.250000 Penalty: 4928.929688
	Iteration 18Q: 3 clusters Score -2524465 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2524494.500000 Penalty: 4928.929688
	Iteration 19Q: 3 clusters Score -2524494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2524512.250000 Penalty: 4928.929688
	Iteration 20F: 3 clusters Score -2524512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2524528.000000 Penalty: 4928.929688
	Iteration 21Q: 3 clusters Score -2524528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2524549.750000 Penalty: 4928.929688
	Iteration 22Q: 3 clusters Score -2524550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2524554.750000 Penalty: 4928.929688
	Iteration 23Q: 3 clusters Score -2524555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2524564.500000 Penalty: 4928.929688
	Iteration 24Q: 3 clusters Score -2524564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2524585.000000 Penalty: 4928.929688
	Iteration 25Q: 3 clusters Score -2524585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2524590.250000 Penalty: 4928.929688
	Iteration 26Q: 3 clusters Score -2524590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2524596.250000 Penalty: 4928.929688
	Iteration 27Q: 3 clusters Score -2524596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2524601.250000 Penalty: 4928.929688
	Iteration 28Q: 3 clusters Score -2524601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2524612.000000 Penalty: 4928.929688
	Iteration 29Q: 3 clusters Score -2524612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2524615.750000 Penalty: 4928.929688
	Iteration 30Q: 3 clusters Score -2524616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2524624.500000 Penalty: 4928.929688
	Iteration 31Q: 3 clusters Score -2524624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2524626.750000 Penalty: 4928.929688
	Iteration 32Q: 3 clusters Score -2524627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2524628.750000 Penalty: 4928.929688
	Iteration 33Q: 3 clusters Score -2524629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2524629.000000 Penalty: 4928.929688
	Iteration 34Q: 3 clusters Score -2524629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2524630.750000 Penalty: 4928.929688
	Iteration 35Q: 3 clusters Score -2524631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2524626.250000 Penalty: 4928.929688
	Iteration 36Q: 3 clusters Score -2524626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2524627.750000 Penalty: 4928.929688
	Iteration 37Q: 3 clusters Score -2524628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2524630.250000 Penalty: 4928.929688
	Iteration 38Q: 3 clusters Score -2524630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2524632.500000 Penalty: 4928.929688
	Iteration 39Q: 3 clusters Score -2524632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2524628.000000 Penalty: 4928.929688
	Iteration 40F: 3 clusters Score -2524628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2524628.750000 Penalty: 4928.929688
	Iteration 41Q: 3 clusters Score -2524629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2524625.500000 Penalty: 4928.929688
	Iteration 42Q: 3 clusters Score -2524626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2524630.750000 Penalty: 4928.929688
	Iteration 43Q: 3 clusters Score -2524631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2524628.750000 Penalty: 4928.929688
	Iteration 44Q: 3 clusters Score -2524629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2524631.500000 Penalty: 4928.929688
	Iteration 45Q: 3 clusters Score -2524632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2524631.250000 Penalty: 4928.929688
	Iteration 46Q: 3 clusters Score -2524631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2524631.000000 Penalty: 4928.929688
	Iteration 47Q: 3 clusters Score -2524631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2524628.750000 Penalty: 4928.929688
	Iteration 48Q: 3 clusters Score -2524629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2524636.000000 Penalty: 4928.929688
	Iteration 49Q: 3 clusters Score -2524636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2524641.000000 Penalty: 4928.929688
	Iteration 50Q: 3 clusters Score -2524641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2524640.500000 Penalty: 4928.929688
	Iteration 51Q: 3 clusters Score -2524640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2524640.500000 Penalty: 4928.929688
	Iteration 52F: 3 clusters Score -2524640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Entering Unmasked Estep 
Score: -3669397.250000 Penalty: 2555.485107
	Iteration 0F: 2 clusters Score -3669397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3648967.250000 Penalty: 5110.970215
	Iteration 0F: 3 clusters Score -3648967 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3656191.250000 Penalty: 5110.970215
	Iteration 1F: 3 clusters Score -3656191 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3656651.250000 Penalty: 5110.970215
	Iteration 2Q: 3 clusters Score -3656651 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3657061.500000 Penalty: 5110.970215
	Iteration 3Q: 3 clusters Score -3657062 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3657416.500000 Penalty: 5110.970215
	Iteration 4Q: 3 clusters Score -3657416 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3657760.750000 Penalty: 5110.970215
	Iteration 5Q: 3 clusters Score -3657761 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3658156.750000 Penalty: 5110.970215
	Iteration 6Q: 3 clusters Score -3658157 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3658657.000000 Penalty: 5110.970215
	Iteration 7Q: 3 clusters Score -3658657 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3659284.000000 Penalty: 5110.970215
	Iteration 8Q: 3 clusters Score -3659284 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3660055.250000 Penalty: 5110.970215
	Iteration 9F: 3 clusters Score -3660055 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3660884.500000 Penalty: 5110.970215
	Iteration 10F: 3 clusters Score -3660884 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3661824.500000 Penalty: 5110.970215
	Iteration 11F: 3 clusters Score -3661824 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3662821.000000 Penalty: 5110.970215
	Iteration 12F: 3 clusters Score -3662821 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3663781.250000 Penalty: 5110.970215
	Iteration 13Q: 3 clusters Score -3663781 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3664599.750000 Penalty: 5110.970215
	Iteration 14Q: 3 clusters Score -3664600 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3665267.500000 Penalty: 5110.970215
	Iteration 15Q: 3 clusters Score -3665268 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3665775.500000 Penalty: 5110.970215
	Iteration 16Q: 3 clusters Score -3665776 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3666126.000000 Penalty: 5110.970215
	Iteration 17Q: 3 clusters Score -3666126 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3666401.750000 Penalty: 5110.970215
	Iteration 18Q: 3 clusters Score -3666402 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3666627.250000 Penalty: 5110.970215
	Iteration 19Q: 3 clusters Score -3666627 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3666762.750000 Penalty: 5110.970215
	Iteration 20F: 3 clusters Score -3666763 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3666872.000000 Penalty: 5110.970215
	Iteration 21Q: 3 clusters Score -3666872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -3666967.750000 Penalty: 5110.970215
	Iteration 22Q: 3 clusters Score -3666968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3667023.000000 Penalty: 5110.970215
	Iteration 23Q: 3 clusters Score -3667023 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3667078.500000 Penalty: 5110.970215
	Iteration 24Q: 3 clusters Score -3667078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3667111.500000 Penalty: 5110.970215
	Iteration 25Q: 3 clusters Score -3667112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3667131.750000 Penalty: 5110.970215
	Iteration 26Q: 3 clusters Score -3667132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3667135.500000 Penalty: 5110.970215
	Iteration 27Q: 3 clusters Score -3667136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3667154.750000 Penalty: 5110.970215
	Iteration 28Q: 3 clusters Score -3667155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3667170.250000 Penalty: 5110.970215
	Iteration 29Q: 3 clusters Score -3667170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3667172.750000 Penalty: 5110.970215
	Iteration 30Q: 3 clusters Score -3667173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3667179.250000 Penalty: 5110.970215
	Iteration 31Q: 3 clusters Score -3667179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3667179.250000 Penalty: 5110.970215
	Iteration 32Q: 3 clusters Score -3667179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3667178.000000 Penalty: 5110.970215
	Iteration 33Q: 3 clusters Score -3667178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3667187.250000 Penalty: 5110.970215
	Iteration 34Q: 3 clusters Score -3667187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3667193.750000 Penalty: 5110.970215
	Iteration 35Q: 3 clusters Score -3667194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3667196.250000 Penalty: 5110.970215
	Iteration 36Q: 3 clusters Score -3667196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3667192.000000 Penalty: 5110.970215
	Iteration 37Q: 3 clusters Score -3667192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3667191.750000 Penalty: 5110.970215
	Iteration 38Q: 3 clusters Score -3667192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3667197.750000 Penalty: 5110.970215
	Iteration 39Q: 3 clusters Score -3667198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3667196.250000 Penalty: 5110.970215
	Iteration 40F: 3 clusters Score -3667196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3667195.500000 Penalty: 5110.970215
	Iteration 41Q: 3 clusters Score -3667196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3667196.250000 Penalty: 5110.970215
	Iteration 42Q: 3 clusters Score -3667196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3667201.500000 Penalty: 5110.970215
	Iteration 43Q: 3 clusters Score -3667202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3667202.500000 Penalty: 5110.970215
	Iteration 44Q: 3 clusters Score -3667202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3667202.500000 Penalty: 5110.970215
	Iteration 45Q: 3 clusters Score -3667202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3667196.750000 Penalty: 5110.970215
	Iteration 46Q: 3 clusters Score -3667197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3667199.750000 Penalty: 5110.970215
	Iteration 47Q: 3 clusters Score -3667200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3667204.500000 Penalty: 5110.970215
	Iteration 48Q: 3 clusters Score -3667204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3667207.250000 Penalty: 5110.970215
	Iteration 49Q: 3 clusters Score -3667207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3667206.000000 Penalty: 5110.970215
	Iteration 50Q: 3 clusters Score -3667206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3667209.250000 Penalty: 5110.970215
	Iteration 51Q: 3 clusters Score -3667209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3667205.750000 Penalty: 5110.970215
	Iteration 52Q: 3 clusters Score -3667206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3667208.500000 Penalty: 5110.970215
	Iteration 53Q: 3 clusters Score -3667208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3667208.500000 Penalty: 5110.970215
	Iteration 54F: 3 clusters Score -3667208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Entering Unmasked Estep 
Score: -5365706.000000 Penalty: 2659.053223
	Iteration 0F: 2 clusters Score -5365706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -5334943.000000 Penalty: 5318.106445
	Iteration 0F: 3 clusters Score -5334943 nChanged 20943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -5347020.500000 Penalty: 5318.106445
	Iteration 1F: 3 clusters Score -5347020 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5348135.000000 Penalty: 5318.106445
	Iteration 2F: 3 clusters Score -5348135 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -5349578.500000 Penalty: 5318.106445
	Iteration 3F: 3 clusters Score -5349578 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -5351731.000000 Penalty: 5318.106445
	Iteration 4F: 3 clusters Score -5351731 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -5354570.500000 Penalty: 5318.106445
	Iteration 5F: 3 clusters Score -5354570 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -5357601.500000 Penalty: 5318.106445
	Iteration 6F: 3 clusters Score -5357602 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5360264.000000 Penalty: 5318.106445
	Iteration 7F: 3 clusters Score -5360264 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -5362288.000000 Penalty: 5318.106445
	Iteration 8Q: 3 clusters Score -5362288 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -5363572.500000 Penalty: 5318.106445
	Iteration 9Q: 3 clusters Score -5363572 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5364133.000000 Penalty: 5318.106445
	Iteration 10Q: 3 clusters Score -5364133 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -5364355.500000 Penalty: 5318.106445
	Iteration 11Q: 3 clusters Score -5364356 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -5364455.500000 Penalty: 5318.106445
	Iteration 12Q: 3 clusters Score -5364456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5364516.500000 Penalty: 5318.106445
	Iteration 13Q: 3 clusters Score -5364516 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5364558.000000 Penalty: 5318.106445
	Iteration 14Q: 3 clusters Score -5364558 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -5364588.000000 Penalty: 5318.106445
	Iteration 15Q: 3 clusters Score -5364588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -5364594.000000 Penalty: 5318.106445
	Iteration 16Q: 3 clusters Score -5364594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -5364618.500000 Penalty: 5318.106445
	Iteration 17Q: 3 clusters Score -5364618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -5364636.000000 Penalty: 5318.106445
	Iteration 18Q: 3 clusters Score -5364636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5364642.500000 Penalty: 5318.106445
	Iteration 19Q: 3 clusters Score -5364642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -5364640.000000 Penalty: 5318.106445
	Iteration 20F: 3 clusters Score -5364640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -5364656.500000 Penalty: 5318.106445
	Iteration 21Q: 3 clusters Score -5364656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -5364669.500000 Penalty: 5318.106445
	Iteration 22Q: 3 clusters Score -5364670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -5364664.500000 Penalty: 5318.106445
	Iteration 23Q: 3 clusters Score -5364664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5364672.000000 Penalty: 5318.106445
	Iteration 24Q: 3 clusters Score -5364672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -5364677.500000 Penalty: 5318.106445
	Iteration 25Q: 3 clusters Score -5364678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5364687.500000 Penalty: 5318.106445
	Iteration 26Q: 3 clusters Score -5364688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -5364684.000000 Penalty: 5318.106445
	Iteration 27Q: 3 clusters Score -5364684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -5364683.000000 Penalty: 5318.106445
	Iteration 28Q: 3 clusters Score -5364683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5364681.500000 Penalty: 5318.106445
	Iteration 29Q: 3 clusters Score -5364682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -5364674.500000 Penalty: 5318.106445
	Iteration 30Q: 3 clusters Score -5364674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5364680.500000 Penalty: 5318.106445
	Iteration 31Q: 3 clusters Score -5364680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -5364677.000000 Penalty: 5318.106445
	Iteration 32Q: 3 clusters Score -5364677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -5364677.000000 Penalty: 5318.106445
	Iteration 33Q: 3 clusters Score -5364677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -5364672.500000 Penalty: 5318.106445
	Iteration 34Q: 3 clusters Score -5364672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -5364674.500000 Penalty: 5318.106445
	Iteration 35Q: 3 clusters Score -5364674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -5364679.500000 Penalty: 5318.106445
	Iteration 36Q: 3 clusters Score -5364680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5364688.000000 Penalty: 5318.106445
	Iteration 37Q: 3 clusters Score -5364688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5364689.500000 Penalty: 5318.106445
	Iteration 38Q: 3 clusters Score -5364690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -5364688.500000 Penalty: 5318.106445
	Iteration 39Q: 3 clusters Score -5364688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -5364687.000000 Penalty: 5318.106445
	Iteration 40F: 3 clusters Score -5364687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5364689.500000 Penalty: 5318.106445
	Iteration 41Q: 3 clusters Score -5364690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5364685.000000 Penalty: 5318.106445
	Iteration 42Q: 3 clusters Score -5364685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -5364683.000000 Penalty: 5318.106445
	Iteration 43Q: 3 clusters Score -5364683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -5364679.500000 Penalty: 5318.106445
	Iteration 44Q: 3 clusters Score -5364680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5364681.000000 Penalty: 5318.106445
	Iteration 45Q: 3 clusters Score -5364681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -5364679.000000 Penalty: 5318.106445
	Iteration 46Q: 3 clusters Score -5364679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5364681.000000 Penalty: 5318.106445
	Iteration 47Q: 3 clusters Score -5364681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5364683.000000 Penalty: 5318.106445
	Iteration 48Q: 3 clusters Score -5364683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5364683.000000 Penalty: 5318.106445
	Iteration 49F: 3 clusters Score -5364683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -132287.578125 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -132287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130198.375000 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -130198.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -130584.445312 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -130584.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130746.757812 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -130746.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -130874.273438 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -130874.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -130954.718750 Penalty: 3522.431396
	Iteration 4Q: 3 clusters Score -130954.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131018.085938 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -131018.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131064.812500 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -131064.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131095.609375 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -131095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131106.718750 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -131106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -131109.328125 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -131109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131110.000000 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -131110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131111.125000 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -131111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -131111.734375 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -131111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131112.625000 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -131112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131112.625000 Penalty: 3522.431396
	Iteration 14F: 3 clusters Score -131112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -839352.625000 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -839352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -833523.375000 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -833523.4 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -835116.312500 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -835116.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -835395.250000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -835395.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -835547.187500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -835547.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -835647.562500 Penalty: 4393.892090
	Iteration 4Q: 3 clusters Score -835647.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -835724.875000 Penalty: 4393.892090
	Iteration 5Q: 3 clusters Score -835724.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -835787.625000 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -835787.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -835830.000000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -835830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -835859.500000 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -835859.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -835895.812500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -835895.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -835922.625000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -835922.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -835954.750000 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -835954.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -835989.625000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -835989.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -836022.750000 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -836022.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -836061.500000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -836061.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -836100.750000 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -836100.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -836144.750000 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -836144.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -836198.062500 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -836198.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -836275.062500 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -836275.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -836386.687500 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -836386.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -836517.500000 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -836517.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -836667.562500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -836667.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -836819.312500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -836819.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -836963.125000 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -836963.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -837104.687500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -837104.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -837208.875000 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -837208.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -837296.687500 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -837296.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -837368.875000 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -837368.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -837420.687500 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -837420.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -837448.812500 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -837448.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -837477.312500 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -837477.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -837498.312500 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -837498.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -837517.812500 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -837517.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -837534.625000 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -837534.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -837549.000000 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -837549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -837555.250000 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -837555.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -837569.250000 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -837569.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -837590.562500 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -837590.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -837605.500000 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -837605.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -837619.750000 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -837619.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -837635.625000 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -837635.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -837655.062500 Penalty: 4393.892090
	Iteration 41Q: 3 clusters Score -837655.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -837671.875000 Penalty: 4393.892090
	Iteration 42Q: 3 clusters Score -837671.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -837689.375000 Penalty: 4393.892090
	Iteration 43Q: 3 clusters Score -837689.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -837706.187500 Penalty: 4393.892090
	Iteration 44Q: 3 clusters Score -837706.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -837722.062500 Penalty: 4393.892090
	Iteration 45Q: 3 clusters Score -837722.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -837741.125000 Penalty: 4393.892090
	Iteration 46Q: 3 clusters Score -837741.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -837755.250000 Penalty: 4393.892090
	Iteration 47Q: 3 clusters Score -837755.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -837779.750000 Penalty: 4393.892090
	Iteration 48Q: 3 clusters Score -837779.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -837815.437500 Penalty: 4393.892090
	Iteration 49Q: 3 clusters Score -837815.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -837855.562500 Penalty: 4393.892090
	Iteration 50Q: 3 clusters Score -837855.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -837879.812500 Penalty: 4393.892090
	Iteration 51Q: 3 clusters Score -837879.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -837917.562500 Penalty: 4393.892090
	Iteration 52Q: 3 clusters Score -837917.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -837951.187500 Penalty: 4393.892090
	Iteration 53Q: 3 clusters Score -837951.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -837975.437500 Penalty: 4393.892090
	Iteration 54Q: 3 clusters Score -837975.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -837994.625000 Penalty: 4393.892090
	Iteration 55Q: 3 clusters Score -837994.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -838007.562500 Penalty: 4393.892090
	Iteration 56Q: 3 clusters Score -838007.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -838015.375000 Penalty: 4393.892090
	Iteration 57Q: 3 clusters Score -838015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -838018.187500 Penalty: 4393.892090
	Iteration 58Q: 3 clusters Score -838018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -838020.750000 Penalty: 4393.892090
	Iteration 59Q: 3 clusters Score -838020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -838024.062500 Penalty: 4393.892090
	Iteration 60F: 3 clusters Score -838024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -838027.375000 Penalty: 4393.892090
	Iteration 61Q: 3 clusters Score -838027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -838027.375000 Penalty: 4393.892090
	Iteration 62Q: 3 clusters Score -838027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -838027.375000 Penalty: 4393.892090
	Iteration 63F: 3 clusters Score -838027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Entering Unmasked Estep 
Score: -20615120.000000 Penalty: 2985.719482
	Iteration 0F: 2 clusters Score -2.061512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -20503142.000000 Penalty: 5971.438965
	Iteration 0F: 3 clusters Score -2.050314e+07 nChanged 81046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -20551152.000000 Penalty: 5971.438965
	Iteration 1F: 3 clusters Score -2.055115e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -20552926.000000 Penalty: 5971.438965
	Iteration 2Q: 3 clusters Score -2.055293e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -20555840.000000 Penalty: 5971.438965
	Iteration 3Q: 3 clusters Score -2.055584e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -20559336.000000 Penalty: 5971.438965
	Iteration 4Q: 3 clusters Score -2.055934e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -20563958.000000 Penalty: 5971.438965
	Iteration 5F: 3 clusters Score -2.056396e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -20569168.000000 Penalty: 5971.438965
	Iteration 6F: 3 clusters Score -2.056917e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -20574064.000000 Penalty: 5971.438965
	Iteration 7F: 3 clusters Score -2.057406e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -20578226.000000 Penalty: 5971.438965
	Iteration 8F: 3 clusters Score -2.057823e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 119495 members 
Entering Unmasked Estep 
Score: -20581454.000000 Penalty: 5971.438965
	Iteration 9Q: 3 clusters Score -2.058145e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 125888 members 
Entering Unmasked Estep 
Score: -20584966.000000 Penalty: 5971.438965
	Iteration 10Q: 3 clusters Score -2.058497e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 132753 members 
Entering Unmasked Estep 
Score: -20588692.000000 Penalty: 5971.438965
	Iteration 11Q: 3 clusters Score -2.058869e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -20592856.000000 Penalty: 5971.438965
	Iteration 12Q: 3 clusters Score -2.059286e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 147014 members 
Entering Unmasked Estep 
Score: -20597246.000000 Penalty: 5971.438965
	Iteration 13Q: 3 clusters Score -2.059725e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -20601824.000000 Penalty: 5971.438965
	Iteration 14Q: 3 clusters Score -2.060182e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -20605808.000000 Penalty: 5971.438965
	Iteration 15Q: 3 clusters Score -2.060581e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -20608652.000000 Penalty: 5971.438965
	Iteration 16Q: 3 clusters Score -2.060865e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 165694 members 
Entering Unmasked Estep 
Score: -20610350.000000 Penalty: 5971.438965
	Iteration 17Q: 3 clusters Score -2.061035e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 167072 members 
Entering Unmasked Estep 
Score: -20611384.000000 Penalty: 5971.438965
	Iteration 18Q: 3 clusters Score -2.061138e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 167723 members 
Entering Unmasked Estep 
Score: -20611918.000000 Penalty: 5971.438965
	Iteration 19Q: 3 clusters Score -2.061192e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -20612196.000000 Penalty: 5971.438965
	Iteration 20F: 3 clusters Score -2.06122e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -20612324.000000 Penalty: 5971.438965
	Iteration 21Q: 3 clusters Score -2.061232e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -20612422.000000 Penalty: 5971.438965
	Iteration 22Q: 3 clusters Score -2.061242e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 168357 members 
Entering Unmasked Estep 
Score: -20612480.000000 Penalty: 5971.438965
	Iteration 23Q: 3 clusters Score -2.061248e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -20612528.000000 Penalty: 5971.438965
	Iteration 24Q: 3 clusters Score -2.061253e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 168398 members 
Entering Unmasked Estep 
Score: -20612564.000000 Penalty: 5971.438965
	Iteration 25Q: 3 clusters Score -2.061256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -20612590.000000 Penalty: 5971.438965
	Iteration 26Q: 3 clusters Score -2.061259e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 168424 members 
Entering Unmasked Estep 
Score: -20612606.000000 Penalty: 5971.438965
	Iteration 27Q: 3 clusters Score -2.061261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 168419 members 
Entering Unmasked Estep 
Score: -20612654.000000 Penalty: 5971.438965
	Iteration 28Q: 3 clusters Score -2.061265e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -20612650.000000 Penalty: 5971.438965
	Iteration 29Q: 3 clusters Score -2.061265e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 168414 members 
Entering Unmasked Estep 
Score: -20612670.000000 Penalty: 5971.438965
	Iteration 30Q: 3 clusters Score -2.061267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 168420 members 
Entering Unmasked Estep 
Score: -20612674.000000 Penalty: 5971.438965
	Iteration 31Q: 3 clusters Score -2.061267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 168409 members 
Entering Unmasked Estep 
Score: -20612706.000000 Penalty: 5971.438965
	Iteration 32Q: 3 clusters Score -2.061271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -20612724.000000 Penalty: 5971.438965
	Iteration 33Q: 3 clusters Score -2.061272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -20612748.000000 Penalty: 5971.438965
	Iteration 34Q: 3 clusters Score -2.061275e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -20612764.000000 Penalty: 5971.438965
	Iteration 35Q: 3 clusters Score -2.061276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -20612762.000000 Penalty: 5971.438965
	Iteration 36Q: 3 clusters Score -2.061276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 168381 members 
Entering Unmasked Estep 
Score: -20612784.000000 Penalty: 5971.438965
	Iteration 37Q: 3 clusters Score -2.061278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 168377 members 
Entering Unmasked Estep 
Score: -20612784.000000 Penalty: 5971.438965
	Iteration 38Q: 3 clusters Score -2.061278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -20612812.000000 Penalty: 5971.438965
	Iteration 39Q: 3 clusters Score -2.061281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 168382 members 
Entering Unmasked Estep 
Score: -20612854.000000 Penalty: 5971.438965
	Iteration 40F: 3 clusters Score -2.061285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -20612886.000000 Penalty: 5971.438965
	Iteration 41Q: 3 clusters Score -2.061289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -20612928.000000 Penalty: 5971.438965
	Iteration 42Q: 3 clusters Score -2.061293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -20612952.000000 Penalty: 5971.438965
	Iteration 43Q: 3 clusters Score -2.061295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -20612986.000000 Penalty: 5971.438965
	Iteration 44Q: 3 clusters Score -2.061299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 168394 members 
Entering Unmasked Estep 
Score: -20612986.000000 Penalty: 5971.438965
	Iteration 45Q: 3 clusters Score -2.061299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -20612984.000000 Penalty: 5971.438965
	Iteration 46Q: 3 clusters Score -2.061298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -20613020.000000 Penalty: 5971.438965
	Iteration 47Q: 3 clusters Score -2.061302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 168383 members 
Entering Unmasked Estep 
Score: -20613028.000000 Penalty: 5971.438965
	Iteration 48Q: 3 clusters Score -2.061303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -20613040.000000 Penalty: 5971.438965
	Iteration 49Q: 3 clusters Score -2.061304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 168372 members 
Entering Unmasked Estep 
Score: -20613026.000000 Penalty: 5971.438965
	Iteration 50Q: 3 clusters Score -2.061303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 168369 members 
Entering Unmasked Estep 
Score: -20613028.000000 Penalty: 5971.438965
	Iteration 51Q: 3 clusters Score -2.061303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -20613014.000000 Penalty: 5971.438965
	Iteration 52Q: 3 clusters Score -2.061301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -20613036.000000 Penalty: 5971.438965
	Iteration 53Q: 3 clusters Score -2.061304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -20613052.000000 Penalty: 5971.438965
	Iteration 54Q: 3 clusters Score -2.061305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -20613066.000000 Penalty: 5971.438965
	Iteration 55Q: 3 clusters Score -2.061307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -20613090.000000 Penalty: 5971.438965
	Iteration 56Q: 3 clusters Score -2.061309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 168352 members 
Entering Unmasked Estep 
Score: -20613086.000000 Penalty: 5971.438965
	Iteration 57Q: 3 clusters Score -2.061309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 168347 members 
Entering Unmasked Estep 
Score: -20613074.000000 Penalty: 5971.438965
	Iteration 58Q: 3 clusters Score -2.061307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 168346 members 
Entering Unmasked Estep 
Score: -20613074.000000 Penalty: 5971.438965
	Iteration 59Q: 3 clusters Score -2.061307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 168346 members 
Entering Unmasked Estep 
Score: -20613074.000000 Penalty: 5971.438965
	Iteration 60F: 3 clusters Score -2.061307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -1230121.750000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -1230122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1222451.125000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -1222451 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1224754.375000 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -1224754 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1225096.000000 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -1225096 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1225393.250000 Penalty: 4571.641113
	Iteration 3F: 3 clusters Score -1225393 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1225701.375000 Penalty: 4571.641113
	Iteration 4F: 3 clusters Score -1225701 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1226060.875000 Penalty: 4571.641113
	Iteration 5F: 3 clusters Score -1226061 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1226467.750000 Penalty: 4571.641113
	Iteration 6F: 3 clusters Score -1226468 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1226870.500000 Penalty: 4571.641113
	Iteration 7F: 3 clusters Score -1226870 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1227213.000000 Penalty: 4571.641113
	Iteration 8F: 3 clusters Score -1227213 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1227487.250000 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -1227487 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1227675.000000 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -1227675 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1227798.500000 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -1227798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1227899.750000 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -1227900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1227986.375000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -1227986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1228041.125000 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -1228041 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1228091.250000 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -1228091 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1228130.625000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -1228131 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1228163.250000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -1228163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1228198.000000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -1228198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1228223.125000 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -1228223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1228243.500000 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -1228244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1228254.000000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -1228254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1228272.750000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -1228273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1228298.625000 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -1228299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1228323.625000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -1228324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1228342.750000 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -1228343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1228356.625000 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -1228357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1228370.875000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -1228371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1228386.500000 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -1228386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1228393.375000 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -1228393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1228399.375000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -1228399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1228411.500000 Penalty: 4571.641113
	Iteration 31Q: 3 clusters Score -1228412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1228424.000000 Penalty: 4571.641113
	Iteration 32Q: 3 clusters Score -1228424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1228429.375000 Penalty: 4571.641113
	Iteration 33Q: 3 clusters Score -1228429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1228437.625000 Penalty: 4571.641113
	Iteration 34Q: 3 clusters Score -1228438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1228440.750000 Penalty: 4571.641113
	Iteration 35Q: 3 clusters Score -1228441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1228446.125000 Penalty: 4571.641113
	Iteration 36Q: 3 clusters Score -1228446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1228443.750000 Penalty: 4571.641113
	Iteration 37Q: 3 clusters Score -1228444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1228446.875000 Penalty: 4571.641113
	Iteration 38Q: 3 clusters Score -1228447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1228450.500000 Penalty: 4571.641113
	Iteration 39Q: 3 clusters Score -1228450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1228451.000000 Penalty: 4571.641113
	Iteration 40F: 3 clusters Score -1228451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1228452.625000 Penalty: 4571.641113
	Iteration 41Q: 3 clusters Score -1228453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1228455.625000 Penalty: 4571.641113
	Iteration 42Q: 3 clusters Score -1228456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1228461.625000 Penalty: 4571.641113
	Iteration 43Q: 3 clusters Score -1228462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1228461.750000 Penalty: 4571.641113
	Iteration 44Q: 3 clusters Score -1228462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1228465.875000 Penalty: 4571.641113
	Iteration 45Q: 3 clusters Score -1228466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1228465.250000 Penalty: 4571.641113
	Iteration 46Q: 3 clusters Score -1228465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1228467.125000 Penalty: 4571.641113
	Iteration 47Q: 3 clusters Score -1228467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1228469.875000 Penalty: 4571.641113
	Iteration 48Q: 3 clusters Score -1228470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1228471.000000 Penalty: 4571.641113
	Iteration 49Q: 3 clusters Score -1228471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1228470.375000 Penalty: 4571.641113
	Iteration 50Q: 3 clusters Score -1228470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1228472.250000 Penalty: 4571.641113
	Iteration 51Q: 3 clusters Score -1228472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1228474.000000 Penalty: 4571.641113
	Iteration 52Q: 3 clusters Score -1228474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1228477.000000 Penalty: 4571.641113
	Iteration 53Q: 3 clusters Score -1228477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1228476.750000 Penalty: 4571.641113
	Iteration 54Q: 3 clusters Score -1228477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1228476.625000 Penalty: 4571.641113
	Iteration 55Q: 3 clusters Score -1228477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1228475.000000 Penalty: 4571.641113
	Iteration 56Q: 3 clusters Score -1228475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1228476.750000 Penalty: 4571.641113
	Iteration 57Q: 3 clusters Score -1228477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1228477.000000 Penalty: 4571.641113
	Iteration 58Q: 3 clusters Score -1228477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1228480.250000 Penalty: 4571.641113
	Iteration 59Q: 3 clusters Score -1228480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1228478.125000 Penalty: 4571.641113
	Iteration 60F: 3 clusters Score -1228478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1228480.125000 Penalty: 4571.641113
	Iteration 61Q: 3 clusters Score -1228480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1228479.125000 Penalty: 4571.641113
	Iteration 62Q: 3 clusters Score -1228479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1228483.000000 Penalty: 4571.641113
	Iteration 63Q: 3 clusters Score -1228483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1228484.000000 Penalty: 4571.641113
	Iteration 64Q: 3 clusters Score -1228484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1228486.500000 Penalty: 4571.641113
	Iteration 65Q: 3 clusters Score -1228486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1228486.500000 Penalty: 4571.641113
	Iteration 66F: 3 clusters Score -1228486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -875092.562500 Penalty: 2203.897949
	Iteration 0F: 2 clusters Score -875092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -869143.937500 Penalty: 4407.795898
	Iteration 0F: 3 clusters Score -869143.9 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -870648.625000 Penalty: 4407.795898
	Iteration 1F: 3 clusters Score -870648.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -870954.562500 Penalty: 4407.795898
	Iteration 2F: 3 clusters Score -870954.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -871153.250000 Penalty: 4407.795898
	Iteration 3F: 3 clusters Score -871153.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -871286.375000 Penalty: 4407.795898
	Iteration 4Q: 3 clusters Score -871286.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -871383.812500 Penalty: 4407.795898
	Iteration 5Q: 3 clusters Score -871383.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -871476.062500 Penalty: 4407.795898
	Iteration 6Q: 3 clusters Score -871476.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -871571.125000 Penalty: 4407.795898
	Iteration 7Q: 3 clusters Score -871571.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -871661.875000 Penalty: 4407.795898
	Iteration 8Q: 3 clusters Score -871661.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -871753.000000 Penalty: 4407.795898
	Iteration 9Q: 3 clusters Score -871753 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -871840.250000 Penalty: 4407.795898
	Iteration 10Q: 3 clusters Score -871840.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -871935.250000 Penalty: 4407.795898
	Iteration 11Q: 3 clusters Score -871935.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -872044.750000 Penalty: 4407.795898
	Iteration 12Q: 3 clusters Score -872044.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -872168.812500 Penalty: 4407.795898
	Iteration 13Q: 3 clusters Score -872168.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -872304.500000 Penalty: 4407.795898
	Iteration 14Q: 3 clusters Score -872304.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -872455.625000 Penalty: 4407.795898
	Iteration 15Q: 3 clusters Score -872455.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -872635.687500 Penalty: 4407.795898
	Iteration 16Q: 3 clusters Score -872635.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -872806.437500 Penalty: 4407.795898
	Iteration 17Q: 3 clusters Score -872806.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -872945.125000 Penalty: 4407.795898
	Iteration 18Q: 3 clusters Score -872945.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -873052.812500 Penalty: 4407.795898
	Iteration 19Q: 3 clusters Score -873052.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -873137.125000 Penalty: 4407.795898
	Iteration 20F: 3 clusters Score -873137.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -873206.812500 Penalty: 4407.795898
	Iteration 21Q: 3 clusters Score -873206.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -873259.750000 Penalty: 4407.795898
	Iteration 22Q: 3 clusters Score -873259.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -873317.062500 Penalty: 4407.795898
	Iteration 23Q: 3 clusters Score -873317.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -873352.062500 Penalty: 4407.795898
	Iteration 24Q: 3 clusters Score -873352.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -873383.687500 Penalty: 4407.795898
	Iteration 25Q: 3 clusters Score -873383.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -873410.687500 Penalty: 4407.795898
	Iteration 26Q: 3 clusters Score -873410.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -873438.812500 Penalty: 4407.795898
	Iteration 27Q: 3 clusters Score -873438.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -873460.687500 Penalty: 4407.795898
	Iteration 28Q: 3 clusters Score -873460.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -873477.625000 Penalty: 4407.795898
	Iteration 29Q: 3 clusters Score -873477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -873487.312500 Penalty: 4407.795898
	Iteration 30Q: 3 clusters Score -873487.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -873501.437500 Penalty: 4407.795898
	Iteration 31Q: 3 clusters Score -873501.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -873516.875000 Penalty: 4407.795898
	Iteration 32Q: 3 clusters Score -873516.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -873540.312500 Penalty: 4407.795898
	Iteration 33Q: 3 clusters Score -873540.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -873566.750000 Penalty: 4407.795898
	Iteration 34Q: 3 clusters Score -873566.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -873596.250000 Penalty: 4407.795898
	Iteration 35Q: 3 clusters Score -873596.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -873627.812500 Penalty: 4407.795898
	Iteration 36Q: 3 clusters Score -873627.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -873658.687500 Penalty: 4407.795898
	Iteration 37Q: 3 clusters Score -873658.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -873679.875000 Penalty: 4407.795898
	Iteration 38Q: 3 clusters Score -873679.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -873696.125000 Penalty: 4407.795898
	Iteration 39Q: 3 clusters Score -873696.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -873713.000000 Penalty: 4407.795898
	Iteration 40F: 3 clusters Score -873713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -873728.000000 Penalty: 4407.795898
	Iteration 41Q: 3 clusters Score -873728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -873750.750000 Penalty: 4407.795898
	Iteration 42Q: 3 clusters Score -873750.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -873763.687500 Penalty: 4407.795898
	Iteration 43Q: 3 clusters Score -873763.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -873772.375000 Penalty: 4407.795898
	Iteration 44Q: 3 clusters Score -873772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -873776.562500 Penalty: 4407.795898
	Iteration 45Q: 3 clusters Score -873776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -873783.187500 Penalty: 4407.795898
	Iteration 46Q: 3 clusters Score -873783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -873787.875000 Penalty: 4407.795898
	Iteration 47Q: 3 clusters Score -873787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -873792.937500 Penalty: 4407.795898
	Iteration 48Q: 3 clusters Score -873792.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -873796.812500 Penalty: 4407.795898
	Iteration 49Q: 3 clusters Score -873796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -873804.187500 Penalty: 4407.795898
	Iteration 50Q: 3 clusters Score -873804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -873809.062500 Penalty: 4407.795898
	Iteration 51Q: 3 clusters Score -873809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -873814.250000 Penalty: 4407.795898
	Iteration 52Q: 3 clusters Score -873814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -873818.625000 Penalty: 4407.795898
	Iteration 53Q: 3 clusters Score -873818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -873821.750000 Penalty: 4407.795898
	Iteration 54Q: 3 clusters Score -873821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -873826.250000 Penalty: 4407.795898
	Iteration 55Q: 3 clusters Score -873826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -873833.187500 Penalty: 4407.795898
	Iteration 56Q: 3 clusters Score -873833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -873846.062500 Penalty: 4407.795898
	Iteration 57Q: 3 clusters Score -873846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -873856.562500 Penalty: 4407.795898
	Iteration 58Q: 3 clusters Score -873856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -873867.375000 Penalty: 4407.795898
	Iteration 59Q: 3 clusters Score -873867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -873875.125000 Penalty: 4407.795898
	Iteration 60F: 3 clusters Score -873875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -873876.875000 Penalty: 4407.795898
	Iteration 61Q: 3 clusters Score -873876.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -873877.125000 Penalty: 4407.795898
	Iteration 62Q: 3 clusters Score -873877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -873878.687500 Penalty: 4407.795898
	Iteration 63Q: 3 clusters Score -873878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -873883.812500 Penalty: 4407.795898
	Iteration 64Q: 3 clusters Score -873883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -873882.000000 Penalty: 4407.795898
	Iteration 65Q: 3 clusters Score -873882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -873883.250000 Penalty: 4407.795898
	Iteration 66Q: 3 clusters Score -873883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -873883.250000 Penalty: 4407.795898
	Iteration 67F: 3 clusters Score -873883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -93772.976562 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -93772.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91965.898438 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -91965.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92296.234375 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -92296.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92436.000000 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -92436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92515.320312 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -92515.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92600.046875 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -92600.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92686.851562 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -92686.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92855.656250 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -92855.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92902.750000 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -92902.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92929.421875 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -92929.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92951.101562 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -92951.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92970.453125 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -92970.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92974.179688 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -92974.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92982.843750 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -92982.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92985.226562 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -92985.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92988.109375 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -92988.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92989.718750 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -92989.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92989.718750 Penalty: 3345.637207
	Iteration 16F: 3 clusters Score -92989.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (183700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183700 members 
Entering Unmasked Estep 
Score: -22892338.000000 Penalty: 3006.022705
	Iteration 0F: 2 clusters Score -2.289234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -22773348.000000 Penalty: 6012.045410
	Iteration 0F: 3 clusters Score -2.277335e+07 nChanged 88639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -22824926.000000 Penalty: 6012.045410
	Iteration 1F: 3 clusters Score -2.282493e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -22825490.000000 Penalty: 6012.045410
	Iteration 2Q: 3 clusters Score -2.282549e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 89663 members 
Entering Unmasked Estep 
Score: -22826274.000000 Penalty: 6012.045410
	Iteration 3Q: 3 clusters Score -2.282627e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -22826982.000000 Penalty: 6012.045410
	Iteration 4Q: 3 clusters Score -2.282698e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -22828070.000000 Penalty: 6012.045410
	Iteration 5Q: 3 clusters Score -2.282807e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -22829934.000000 Penalty: 6012.045410
	Iteration 6Q: 3 clusters Score -2.282993e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -22832940.000000 Penalty: 6012.045410
	Iteration 7Q: 3 clusters Score -2.283294e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -22838310.000000 Penalty: 6012.045410
	Iteration 8F: 3 clusters Score -2.283831e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132488 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -22847368.000000 Penalty: 6012.045410
	Iteration 9F: 3 clusters Score -2.284737e+07 nChanged 15716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -22860158.000000 Penalty: 6012.045410
	Iteration 10F: 3 clusters Score -2.286016e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -22873298.000000 Penalty: 6012.045410
	Iteration 11F: 3 clusters Score -2.28733e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174152 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -22882100.000000 Penalty: 6012.045410
	Iteration 12F: 3 clusters Score -2.28821e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180124 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -22886908.000000 Penalty: 6012.045410
	Iteration 13Q: 3 clusters Score -2.288691e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182446 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -22888694.000000 Penalty: 6012.045410
	Iteration 14Q: 3 clusters Score -2.288869e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -22889332.000000 Penalty: 6012.045410
	Iteration 15Q: 3 clusters Score -2.288933e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183347 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22889538.000000 Penalty: 6012.045410
	Iteration 16Q: 3 clusters Score -2.288954e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183405 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22889620.000000 Penalty: 6012.045410
	Iteration 17Q: 3 clusters Score -2.288962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183425 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22889682.000000 Penalty: 6012.045410
	Iteration 18Q: 3 clusters Score -2.288968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183438 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22889708.000000 Penalty: 6012.045410
	Iteration 19Q: 3 clusters Score -2.288971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183444 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22889720.000000 Penalty: 6012.045410
	Iteration 20F: 3 clusters Score -2.288972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183445 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22889726.000000 Penalty: 6012.045410
	Iteration 21Q: 3 clusters Score -2.288973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183445 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22889726.000000 Penalty: 6012.045410
	Iteration 22F: 3 clusters Score -2.288973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Entering Unmasked Estep 
Score: -3711579.500000 Penalty: 2562.340332
	Iteration 0F: 2 clusters Score -3711580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3690642.000000 Penalty: 5124.680664
	Iteration 0F: 3 clusters Score -3690642 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3698089.250000 Penalty: 5124.680664
	Iteration 1F: 3 clusters Score -3698089 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3698804.250000 Penalty: 5124.680664
	Iteration 2Q: 3 clusters Score -3698804 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3699729.250000 Penalty: 5124.680664
	Iteration 3F: 3 clusters Score -3699729 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3700751.250000 Penalty: 5124.680664
	Iteration 4F: 3 clusters Score -3700751 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3701766.000000 Penalty: 5124.680664
	Iteration 5F: 3 clusters Score -3701766 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3702779.000000 Penalty: 5124.680664
	Iteration 6F: 3 clusters Score -3702779 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3703812.750000 Penalty: 5124.680664
	Iteration 7F: 3 clusters Score -3703813 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3704810.000000 Penalty: 5124.680664
	Iteration 8F: 3 clusters Score -3704810 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3705777.250000 Penalty: 5124.680664
	Iteration 9Q: 3 clusters Score -3705777 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3706709.500000 Penalty: 5124.680664
	Iteration 10Q: 3 clusters Score -3706710 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3707628.250000 Penalty: 5124.680664
	Iteration 11Q: 3 clusters Score -3707628 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3708431.250000 Penalty: 5124.680664
	Iteration 12Q: 3 clusters Score -3708431 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3709059.000000 Penalty: 5124.680664
	Iteration 13Q: 3 clusters Score -3709059 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3709467.000000 Penalty: 5124.680664
	Iteration 14Q: 3 clusters Score -3709467 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3709768.750000 Penalty: 5124.680664
	Iteration 15Q: 3 clusters Score -3709769 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3709974.500000 Penalty: 5124.680664
	Iteration 16Q: 3 clusters Score -3709974 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3710162.250000 Penalty: 5124.680664
	Iteration 17Q: 3 clusters Score -3710162 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3710281.750000 Penalty: 5124.680664
	Iteration 18Q: 3 clusters Score -3710282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3710385.750000 Penalty: 5124.680664
	Iteration 19Q: 3 clusters Score -3710386 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3710465.500000 Penalty: 5124.680664
	Iteration 20F: 3 clusters Score -3710466 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3710556.250000 Penalty: 5124.680664
	Iteration 21Q: 3 clusters Score -3710556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3710662.750000 Penalty: 5124.680664
	Iteration 22Q: 3 clusters Score -3710663 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3710750.500000 Penalty: 5124.680664
	Iteration 23Q: 3 clusters Score -3710750 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3710815.750000 Penalty: 5124.680664
	Iteration 24Q: 3 clusters Score -3710816 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3710876.500000 Penalty: 5124.680664
	Iteration 25Q: 3 clusters Score -3710876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3710939.250000 Penalty: 5124.680664
	Iteration 26Q: 3 clusters Score -3710939 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3710981.250000 Penalty: 5124.680664
	Iteration 27Q: 3 clusters Score -3710981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3711036.500000 Penalty: 5124.680664
	Iteration 28Q: 3 clusters Score -3711036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3711086.750000 Penalty: 5124.680664
	Iteration 29Q: 3 clusters Score -3711087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3711115.000000 Penalty: 5124.680664
	Iteration 30Q: 3 clusters Score -3711115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3711133.000000 Penalty: 5124.680664
	Iteration 31Q: 3 clusters Score -3711133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3711151.000000 Penalty: 5124.680664
	Iteration 32Q: 3 clusters Score -3711151 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3711174.250000 Penalty: 5124.680664
	Iteration 33Q: 3 clusters Score -3711174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3711205.500000 Penalty: 5124.680664
	Iteration 34Q: 3 clusters Score -3711206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3711227.750000 Penalty: 5124.680664
	Iteration 35Q: 3 clusters Score -3711228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3711240.250000 Penalty: 5124.680664
	Iteration 36Q: 3 clusters Score -3711240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3711246.500000 Penalty: 5124.680664
	Iteration 37Q: 3 clusters Score -3711246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3711248.500000 Penalty: 5124.680664
	Iteration 38Q: 3 clusters Score -3711248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3711266.750000 Penalty: 5124.680664
	Iteration 39Q: 3 clusters Score -3711267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3711280.000000 Penalty: 5124.680664
	Iteration 40F: 3 clusters Score -3711280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3711284.500000 Penalty: 5124.680664
	Iteration 41Q: 3 clusters Score -3711284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3711290.250000 Penalty: 5124.680664
	Iteration 42Q: 3 clusters Score -3711290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3711288.750000 Penalty: 5124.680664
	Iteration 43Q: 3 clusters Score -3711289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3711286.500000 Penalty: 5124.680664
	Iteration 44Q: 3 clusters Score -3711286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3711291.000000 Penalty: 5124.680664
	Iteration 45Q: 3 clusters Score -3711291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3711292.250000 Penalty: 5124.680664
	Iteration 46Q: 3 clusters Score -3711292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3711292.250000 Penalty: 5124.680664
	Iteration 47F: 3 clusters Score -3711292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -637897.500000 Penalty: 2125.494873
	Iteration 0F: 2 clusters Score -637897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -633207.625000 Penalty: 4250.989746
	Iteration 0F: 3 clusters Score -633207.6 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -634369.062500 Penalty: 4250.989746
	Iteration 1F: 3 clusters Score -634369.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -634597.437500 Penalty: 4250.989746
	Iteration 2F: 3 clusters Score -634597.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -634765.937500 Penalty: 4250.989746
	Iteration 3F: 3 clusters Score -634765.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -634908.250000 Penalty: 4250.989746
	Iteration 4Q: 3 clusters Score -634908.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -635017.562500 Penalty: 4250.989746
	Iteration 5Q: 3 clusters Score -635017.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -635122.750000 Penalty: 4250.989746
	Iteration 6Q: 3 clusters Score -635122.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -635239.062500 Penalty: 4250.989746
	Iteration 7Q: 3 clusters Score -635239.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -635352.687500 Penalty: 4250.989746
	Iteration 8Q: 3 clusters Score -635352.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -635470.250000 Penalty: 4250.989746
	Iteration 9Q: 3 clusters Score -635470.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -635582.312500 Penalty: 4250.989746
	Iteration 10Q: 3 clusters Score -635582.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -635698.750000 Penalty: 4250.989746
	Iteration 11Q: 3 clusters Score -635698.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -635804.250000 Penalty: 4250.989746
	Iteration 12Q: 3 clusters Score -635804.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -635916.437500 Penalty: 4250.989746
	Iteration 13Q: 3 clusters Score -635916.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -636011.437500 Penalty: 4250.989746
	Iteration 14Q: 3 clusters Score -636011.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -636105.187500 Penalty: 4250.989746
	Iteration 15Q: 3 clusters Score -636105.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -636197.625000 Penalty: 4250.989746
	Iteration 16Q: 3 clusters Score -636197.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -636270.562500 Penalty: 4250.989746
	Iteration 17Q: 3 clusters Score -636270.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -636316.062500 Penalty: 4250.989746
	Iteration 18Q: 3 clusters Score -636316.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -636355.937500 Penalty: 4250.989746
	Iteration 19Q: 3 clusters Score -636355.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -636378.937500 Penalty: 4250.989746
	Iteration 20F: 3 clusters Score -636378.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -636392.625000 Penalty: 4250.989746
	Iteration 21Q: 3 clusters Score -636392.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -636403.312500 Penalty: 4250.989746
	Iteration 22Q: 3 clusters Score -636403.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -636412.125000 Penalty: 4250.989746
	Iteration 23Q: 3 clusters Score -636412.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -636416.312500 Penalty: 4250.989746
	Iteration 24Q: 3 clusters Score -636416.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -636417.937500 Penalty: 4250.989746
	Iteration 25Q: 3 clusters Score -636417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -636422.437500 Penalty: 4250.989746
	Iteration 26Q: 3 clusters Score -636422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -636424.000000 Penalty: 4250.989746
	Iteration 27Q: 3 clusters Score -636424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -636426.250000 Penalty: 4250.989746
	Iteration 28Q: 3 clusters Score -636426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -636428.625000 Penalty: 4250.989746
	Iteration 29Q: 3 clusters Score -636428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -636429.000000 Penalty: 4250.989746
	Iteration 30Q: 3 clusters Score -636429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -636428.875000 Penalty: 4250.989746
	Iteration 31Q: 3 clusters Score -636428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -636428.562500 Penalty: 4250.989746
	Iteration 32Q: 3 clusters Score -636428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -636430.375000 Penalty: 4250.989746
	Iteration 33Q: 3 clusters Score -636430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -636433.000000 Penalty: 4250.989746
	Iteration 34Q: 3 clusters Score -636433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -636432.250000 Penalty: 4250.989746
	Iteration 35Q: 3 clusters Score -636432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -636433.250000 Penalty: 4250.989746
	Iteration 36Q: 3 clusters Score -636433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -636433.250000 Penalty: 4250.989746
	Iteration 37F: 3 clusters Score -636433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -296948.125000 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -296948.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -293996.031250 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -293996 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -294669.781250 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -294669.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -294865.812500 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -294865.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -294953.031250 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -294953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -295004.281250 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -295004.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -295029.812500 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -295029.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -295054.343750 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -295054.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -295080.000000 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -295080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -295114.343750 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -295114.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -295145.500000 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -295145.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -295168.250000 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -295168.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -295187.750000 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -295187.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -295208.437500 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -295208.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -295221.343750 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -295221.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -295237.375000 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -295237.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -295251.125000 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -295251.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -295263.843750 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -295263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -295269.500000 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -295269.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -295275.000000 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -295275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -295280.968750 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -295281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -295284.906250 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -295284.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -295288.406250 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -295288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -295292.718750 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -295292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -295295.625000 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -295295.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -295297.656250 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -295297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -295300.281250 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -295300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -295303.875000 Penalty: 3896.350098
	Iteration 26Q: 3 clusters Score -295303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -295308.500000 Penalty: 3896.350098
	Iteration 27Q: 3 clusters Score -295308.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -295312.406250 Penalty: 3896.350098
	Iteration 28Q: 3 clusters Score -295312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -295316.625000 Penalty: 3896.350098
	Iteration 29Q: 3 clusters Score -295316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -295321.875000 Penalty: 3896.350098
	Iteration 30Q: 3 clusters Score -295321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -295325.125000 Penalty: 3896.350098
	Iteration 31Q: 3 clusters Score -295325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -295328.375000 Penalty: 3896.350098
	Iteration 32Q: 3 clusters Score -295328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -295335.843750 Penalty: 3896.350098
	Iteration 33Q: 3 clusters Score -295335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -295341.531250 Penalty: 3896.350098
	Iteration 34Q: 3 clusters Score -295341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -295345.750000 Penalty: 3896.350098
	Iteration 35Q: 3 clusters Score -295345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -295348.437500 Penalty: 3896.350098
	Iteration 36Q: 3 clusters Score -295348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -295349.031250 Penalty: 3896.350098
	Iteration 37Q: 3 clusters Score -295349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -295350.406250 Penalty: 3896.350098
	Iteration 38Q: 3 clusters Score -295350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -295351.625000 Penalty: 3896.350098
	Iteration 39Q: 3 clusters Score -295351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -295353.812500 Penalty: 3896.350098
	Iteration 40F: 3 clusters Score -295353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -295354.875000 Penalty: 3896.350098
	Iteration 41Q: 3 clusters Score -295354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -295356.062500 Penalty: 3896.350098
	Iteration 42Q: 3 clusters Score -295356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -295357.968750 Penalty: 3896.350098
	Iteration 43Q: 3 clusters Score -295358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -295359.218750 Penalty: 3896.350098
	Iteration 44Q: 3 clusters Score -295359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -295362.312500 Penalty: 3896.350098
	Iteration 45Q: 3 clusters Score -295362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -295365.562500 Penalty: 3896.350098
	Iteration 46Q: 3 clusters Score -295365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -295369.187500 Penalty: 3896.350098
	Iteration 47Q: 3 clusters Score -295369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -295372.093750 Penalty: 3896.350098
	Iteration 48Q: 3 clusters Score -295372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -295373.875000 Penalty: 3896.350098
	Iteration 49Q: 3 clusters Score -295373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -295376.281250 Penalty: 3896.350098
	Iteration 50Q: 3 clusters Score -295376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -295377.531250 Penalty: 3896.350098
	Iteration 51Q: 3 clusters Score -295377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -295379.062500 Penalty: 3896.350098
	Iteration 52Q: 3 clusters Score -295379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -295379.593750 Penalty: 3896.350098
	Iteration 53Q: 3 clusters Score -295379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -295382.250000 Penalty: 3896.350098
	Iteration 54Q: 3 clusters Score -295382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -295383.750000 Penalty: 3896.350098
	Iteration 55Q: 3 clusters Score -295383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -295385.343750 Penalty: 3896.350098
	Iteration 56Q: 3 clusters Score -295385.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -295386.406250 Penalty: 3896.350098
	Iteration 57Q: 3 clusters Score -295386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -295386.656250 Penalty: 3896.350098
	Iteration 58Q: 3 clusters Score -295386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -295387.687500 Penalty: 3896.350098
	Iteration 59Q: 3 clusters Score -295387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -295387.687500 Penalty: 3896.350098
	Iteration 60F: 3 clusters Score -295387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31327.837891 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31327.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30171.837891 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30171.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30516.183594 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30516.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30751.152344 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30751.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30914.177734 Penalty: 2867.248779
	Iteration 3F: 3 clusters Score -30914.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -30994.511719 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30994.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -31038.878906 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -31038.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31071.025391 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -31071.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31101.017578 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -31101.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31127.093750 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -31127.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31137.832031 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -31137.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31137.832031 Penalty: 2867.248779
	Iteration 10F: 3 clusters Score -31137.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -800025.062500 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -800025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -794510.562500 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -794510.6 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -795945.062500 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -795945.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -796258.187500 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -796258.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -796489.750000 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -796489.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -796702.312500 Penalty: 4360.803223
	Iteration 4F: 3 clusters Score -796702.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -796937.062500 Penalty: 4360.803223
	Iteration 5F: 3 clusters Score -796937.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -797141.062500 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -797141.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -797329.812500 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -797329.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -797505.437500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -797505.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -797660.250000 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -797660.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -797774.375000 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -797774.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -797871.125000 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -797871.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -797945.625000 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -797945.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -798017.062500 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -798017.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -798047.312500 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -798047.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -798073.187500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -798073.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -798100.750000 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -798100.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -798122.375000 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -798122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -798135.562500 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -798135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -798145.062500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -798145.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -798154.937500 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -798154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -798164.687500 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -798164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -798171.625000 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -798171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -798174.062500 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -798174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -798180.562500 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -798180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -798184.062500 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -798184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -798188.562500 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -798188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -798188.875000 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -798188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -798189.750000 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -798189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -798189.750000 Penalty: 4360.803223
	Iteration 29F: 3 clusters Score -798189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -42329.691406 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -42329.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41019.023438 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -41019.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41417.089844 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -41417.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41667.222656 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -41667.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41883.339844 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -41883.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42188.648438 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -42188.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42336.113281 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -42336.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42429.570312 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -42429.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42460.683594 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -42460.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42474.925781 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -42474.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42496.312500 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -42496.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42512.582031 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -42512.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42539.750000 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -42539.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42559.527344 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -42559.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42570.160156 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -42570.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42576.195312 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -42576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42583.156250 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -42583.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42585.214844 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -42585.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42586.582031 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -42586.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42587.753906 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -42587.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42600.433594 Penalty: 3027.977295
	Iteration 19F: 3 clusters Score -42600.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42626.980469 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -42626.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42629.355469 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -42629.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42629.355469 Penalty: 3027.977295
	Iteration 22F: 3 clusters Score -42629.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 169389 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8406 members 
Mstep: Class 5 contains 53815 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34843 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 173674 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29863 members 
Mstep: Class 14 contains 45342 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 169260 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7235 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183700 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 206 members 
Entering Unmasked Estep 
Score: -124251128.000000 Penalty: 96178.070312
Splitting cluster 27 changes total score from -124252736.000000 to -124251128.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 169389 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 8406 members 
Mstep: Class 5 contains 53815 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34843 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 173674 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 29863 members 
Mstep: Class 14 contains 45342 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 169260 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7235 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183700 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252656.000000 Penalty: 92743.140625
Iteration 279Q: 28 clusters Score -1.242527e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 169416 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 53815 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34834 members 
Mstep: Class 8 contains 8288 members 
Mstep: Class 9 contains 173616 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 29866 members 
Mstep: Class 14 contains 45342 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 169271 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183738 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252816.000000 Penalty: 92743.140625
Iteration 280F: 28 clusters Score -1.242528e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 169449 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 53815 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34825 members 
Mstep: Class 8 contains 8283 members 
Mstep: Class 9 contains 173569 members 
Mstep: Class 10 contains 6557 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 29870 members 
Mstep: Class 14 contains 45342 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 169275 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 7237 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183757 members 
Mstep: Class 22 contains 30702 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252704.000000 Penalty: 92743.140625
Iteration 281Q: 28 clusters Score -1.242527e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 169476 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 53815 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34823 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 173521 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 29875 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 169275 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 7238 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183778 members 
Mstep: Class 22 contains 30703 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252816.000000 Penalty: 92743.140625
Iteration 282Q: 28 clusters Score -1.242528e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 169506 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 53816 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34808 members 
Mstep: Class 8 contains 8271 members 
Mstep: Class 9 contains 173486 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 29876 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7026 members 
Mstep: Class 17 contains 169269 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 7240 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183802 members 
Mstep: Class 22 contains 30702 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252784.000000 Penalty: 92743.140625
Iteration 283Q: 28 clusters Score -1.242528e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 169524 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 53816 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34802 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 173441 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 29879 members 
Mstep: Class 14 contains 45350 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 169275 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183830 members 
Mstep: Class 22 contains 30699 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252656.000000 Penalty: 92743.140625
Iteration 284Q: 28 clusters Score -1.242527e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 169538 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 53816 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34798 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 173413 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 29880 members 
Mstep: Class 14 contains 45347 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 169273 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7242 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183853 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252672.000000 Penalty: 92743.140625
Iteration 285Q: 28 clusters Score -1.242527e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 169554 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 53816 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34795 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 173383 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29880 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169270 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7244 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183873 members 
Mstep: Class 22 contains 30697 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252672.000000 Penalty: 92743.140625
Iteration 286Q: 28 clusters Score -1.242527e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 169563 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8416 members 
Mstep: Class 5 contains 53817 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34780 members 
Mstep: Class 8 contains 8264 members 
Mstep: Class 9 contains 173370 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29881 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 169273 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7246 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183891 members 
Mstep: Class 22 contains 30698 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252736.000000 Penalty: 92743.140625
Iteration 287Q: 28 clusters Score -1.242527e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 169566 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8417 members 
Mstep: Class 5 contains 53817 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34769 members 
Mstep: Class 8 contains 8258 members 
Mstep: Class 9 contains 173363 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29884 members 
Mstep: Class 14 contains 45349 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 169278 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7246 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183908 members 
Mstep: Class 22 contains 30697 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252632.000000 Penalty: 92743.140625
Iteration 288Q: 28 clusters Score -1.242526e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 169584 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8417 members 
Mstep: Class 5 contains 53817 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34769 members 
Mstep: Class 8 contains 8260 members 
Mstep: Class 9 contains 173348 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29886 members 
Mstep: Class 14 contains 45350 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169283 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7244 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183900 members 
Mstep: Class 22 contains 30694 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252480.000000 Penalty: 92743.140625
Iteration 289Q: 28 clusters Score -1.242525e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 169610 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8417 members 
Mstep: Class 5 contains 53817 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34763 members 
Mstep: Class 8 contains 8258 members 
Mstep: Class 9 contains 173325 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29889 members 
Mstep: Class 14 contains 45351 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 169287 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7243 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183896 members 
Mstep: Class 22 contains 30692 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252592.000000 Penalty: 92743.140625
Iteration 290Q: 28 clusters Score -1.242526e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 169622 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 53817 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34754 members 
Mstep: Class 8 contains 8254 members 
Mstep: Class 9 contains 173305 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29895 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 169288 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7242 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183911 members 
Mstep: Class 22 contains 30691 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252520.000000 Penalty: 92743.140625
Iteration 291Q: 28 clusters Score -1.242525e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 169627 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53818 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34746 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 173278 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29900 members 
Mstep: Class 14 contains 45351 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169294 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7242 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183937 members 
Mstep: Class 22 contains 30691 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252616.000000 Penalty: 92743.140625
Iteration 292Q: 28 clusters Score -1.242526e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 169631 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53819 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34739 members 
Mstep: Class 8 contains 8249 members 
Mstep: Class 9 contains 173256 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32073 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29904 members 
Mstep: Class 14 contains 45351 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 169299 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183956 members 
Mstep: Class 22 contains 30691 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252624.000000 Penalty: 92743.140625
Iteration 293Q: 28 clusters Score -1.242526e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 169645 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 53820 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 34739 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 173229 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 32076 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29901 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 169301 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7238 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183969 members 
Mstep: Class 22 contains 30692 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252392.000000 Penalty: 92743.140625
Iteration 294Q: 28 clusters Score -1.242524e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 169660 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8420 members 
Mstep: Class 5 contains 53821 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 34735 members 
Mstep: Class 8 contains 8253 members 
Mstep: Class 9 contains 173202 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32077 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29903 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169305 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7235 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183981 members 
Mstep: Class 22 contains 30692 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252432.000000 Penalty: 92743.140625
Iteration 295Q: 28 clusters Score -1.242524e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 169680 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53822 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 8258 members 
Mstep: Class 9 contains 173176 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 32078 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29902 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169306 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7231 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183982 members 
Mstep: Class 22 contains 30692 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252568.000000 Penalty: 92743.140625
Iteration 296Q: 28 clusters Score -1.242526e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 169693 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 34739 members 
Mstep: Class 8 contains 8268 members 
Mstep: Class 9 contains 173152 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32080 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29901 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169305 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183986 members 
Mstep: Class 22 contains 30692 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252648.000000 Penalty: 92743.140625
Iteration 297Q: 28 clusters Score -1.242526e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 169705 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 53824 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 34735 members 
Mstep: Class 8 contains 8282 members 
Mstep: Class 9 contains 173144 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32081 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45352 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 169306 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183983 members 
Mstep: Class 22 contains 30690 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252632.000000 Penalty: 92743.140625
Iteration 298Q: 28 clusters Score -1.242526e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 169710 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8423 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34727 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 173130 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32082 members 
Mstep: Class 12 contains 20692 members 
Mstep: Class 13 contains 29897 members 
Mstep: Class 14 contains 45350 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169306 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183995 members 
Mstep: Class 22 contains 30690 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252680.000000 Penalty: 92743.140625
Iteration 299Q: 28 clusters Score -1.242527e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 169719 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34723 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 173125 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29895 members 
Mstep: Class 14 contains 45348 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169307 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183993 members 
Mstep: Class 22 contains 30689 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252680.000000 Penalty: 92743.140625
Iteration 300F: 28 clusters Score -1.242527e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169735 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34717 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 173118 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29896 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169307 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183989 members 
Mstep: Class 22 contains 30688 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252560.000000 Penalty: 92743.140625
Iteration 301Q: 28 clusters Score -1.242526e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 169748 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34716 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 173107 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29896 members 
Mstep: Class 14 contains 45344 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169307 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183994 members 
Mstep: Class 22 contains 30686 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252512.000000 Penalty: 92743.140625
Iteration 302Q: 28 clusters Score -1.242525e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 169760 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34713 members 
Mstep: Class 8 contains 8301 members 
Mstep: Class 9 contains 173093 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29896 members 
Mstep: Class 14 contains 45344 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 169306 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184001 members 
Mstep: Class 22 contains 30685 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252488.000000 Penalty: 92743.140625
Iteration 303Q: 28 clusters Score -1.242525e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 169767 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34714 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 173077 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29896 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 169307 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184008 members 
Mstep: Class 22 contains 30684 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252512.000000 Penalty: 92743.140625
Iteration 304Q: 28 clusters Score -1.242525e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 169777 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34715 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 173064 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29897 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169307 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184008 members 
Mstep: Class 22 contains 30684 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252488.000000 Penalty: 92743.140625
Iteration 305Q: 28 clusters Score -1.242525e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 169787 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34718 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 173049 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45344 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169308 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184007 members 
Mstep: Class 22 contains 30684 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252552.000000 Penalty: 92743.140625
Iteration 306Q: 28 clusters Score -1.242526e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169789 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34718 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 173037 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29901 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169308 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184015 members 
Mstep: Class 22 contains 30683 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252552.000000 Penalty: 92743.140625
Iteration 307Q: 28 clusters Score -1.242526e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169799 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 8306 members 
Mstep: Class 9 contains 173022 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29900 members 
Mstep: Class 14 contains 45341 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169306 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184024 members 
Mstep: Class 22 contains 30681 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252528.000000 Penalty: 92743.140625
Iteration 308Q: 28 clusters Score -1.242525e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 169804 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 173017 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29901 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169304 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184028 members 
Mstep: Class 22 contains 30680 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252552.000000 Penalty: 92743.140625
Iteration 309Q: 28 clusters Score -1.242526e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 169818 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 173013 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29901 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169304 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184020 members 
Mstep: Class 22 contains 30679 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252584.000000 Penalty: 92743.140625
Iteration 310Q: 28 clusters Score -1.242526e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 169832 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 173011 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29900 members 
Mstep: Class 14 contains 45344 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169303 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184011 members 
Mstep: Class 22 contains 30678 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252520.000000 Penalty: 92743.140625
Iteration 311Q: 28 clusters Score -1.242525e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 169845 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 173004 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32085 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29900 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169305 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184008 members 
Mstep: Class 22 contains 30675 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252536.000000 Penalty: 92743.140625
Iteration 312Q: 28 clusters Score -1.242525e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169863 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34716 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 173001 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32086 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29902 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169305 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183998 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252576.000000 Penalty: 92743.140625
Iteration 313Q: 28 clusters Score -1.242526e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169872 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34714 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 173000 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32088 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29900 members 
Mstep: Class 14 contains 45342 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169304 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183993 members 
Mstep: Class 22 contains 30673 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252528.000000 Penalty: 92743.140625
Iteration 314Q: 28 clusters Score -1.242525e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169877 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34712 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172999 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32089 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29900 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169306 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183991 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252624.000000 Penalty: 92743.140625
Iteration 315Q: 28 clusters Score -1.242526e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169879 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34709 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172996 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169308 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183992 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252664.000000 Penalty: 92743.140625
Iteration 316Q: 28 clusters Score -1.242527e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169884 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34709 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172992 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169309 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183990 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252672.000000 Penalty: 92743.140625
Iteration 317Q: 28 clusters Score -1.242527e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169888 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34707 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172986 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169308 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 183995 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252640.000000 Penalty: 92743.140625
Iteration 318Q: 28 clusters Score -1.242526e+08 nChanged 24
Entering ConstructFrom: 
Score: -124252640.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Entering Unmasked Estep 
Score: -2075393.250000 Penalty: 2421.698730
	Iteration 0F: 2 clusters Score -2075393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2062939.875000 Penalty: 4843.397461
	Iteration 0F: 3 clusters Score -2062940 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2066974.625000 Penalty: 4843.397461
	Iteration 1F: 3 clusters Score -2066975 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2067389.500000 Penalty: 4843.397461
	Iteration 2F: 3 clusters Score -2067390 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2067744.875000 Penalty: 4843.397461
	Iteration 3F: 3 clusters Score -2067745 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2068045.625000 Penalty: 4843.397461
	Iteration 4Q: 3 clusters Score -2068046 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2068343.875000 Penalty: 4843.397461
	Iteration 5Q: 3 clusters Score -2068344 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2068671.625000 Penalty: 4843.397461
	Iteration 6Q: 3 clusters Score -2068672 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2069088.000000 Penalty: 4843.397461
	Iteration 7Q: 3 clusters Score -2069088 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2069596.000000 Penalty: 4843.397461
	Iteration 8Q: 3 clusters Score -2069596 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2070233.500000 Penalty: 4843.397461
	Iteration 9F: 3 clusters Score -2070234 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2070965.625000 Penalty: 4843.397461
	Iteration 10F: 3 clusters Score -2070966 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2071684.500000 Penalty: 4843.397461
	Iteration 11F: 3 clusters Score -2071684 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2072265.500000 Penalty: 4843.397461
	Iteration 12Q: 3 clusters Score -2072266 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2072696.375000 Penalty: 4843.397461
	Iteration 13Q: 3 clusters Score -2072696 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2072936.250000 Penalty: 4843.397461
	Iteration 14Q: 3 clusters Score -2072936 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2073094.125000 Penalty: 4843.397461
	Iteration 15Q: 3 clusters Score -2073094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2073217.750000 Penalty: 4843.397461
	Iteration 16Q: 3 clusters Score -2073218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2073297.750000 Penalty: 4843.397461
	Iteration 17Q: 3 clusters Score -2073298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2073335.000000 Penalty: 4843.397461
	Iteration 18Q: 3 clusters Score -2073335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2073370.875000 Penalty: 4843.397461
	Iteration 19Q: 3 clusters Score -2073371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2073402.500000 Penalty: 4843.397461
	Iteration 20F: 3 clusters Score -2073402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2073424.000000 Penalty: 4843.397461
	Iteration 21Q: 3 clusters Score -2073424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2073431.750000 Penalty: 4843.397461
	Iteration 22Q: 3 clusters Score -2073432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2073443.125000 Penalty: 4843.397461
	Iteration 23Q: 3 clusters Score -2073443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2073455.125000 Penalty: 4843.397461
	Iteration 24Q: 3 clusters Score -2073455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2073460.000000 Penalty: 4843.397461
	Iteration 25Q: 3 clusters Score -2073460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2073458.250000 Penalty: 4843.397461
	Iteration 26Q: 3 clusters Score -2073458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2073461.000000 Penalty: 4843.397461
	Iteration 27Q: 3 clusters Score -2073461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2073465.625000 Penalty: 4843.397461
	Iteration 28Q: 3 clusters Score -2073466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2073467.750000 Penalty: 4843.397461
	Iteration 29Q: 3 clusters Score -2073468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2073466.250000 Penalty: 4843.397461
	Iteration 30Q: 3 clusters Score -2073466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2073466.625000 Penalty: 4843.397461
	Iteration 31Q: 3 clusters Score -2073467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2073472.750000 Penalty: 4843.397461
	Iteration 32Q: 3 clusters Score -2073473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2073474.250000 Penalty: 4843.397461
	Iteration 33Q: 3 clusters Score -2073474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2073478.375000 Penalty: 4843.397461
	Iteration 34Q: 3 clusters Score -2073478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2073481.875000 Penalty: 4843.397461
	Iteration 35Q: 3 clusters Score -2073482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2073482.125000 Penalty: 4843.397461
	Iteration 36Q: 3 clusters Score -2073482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2073482.125000 Penalty: 4843.397461
	Iteration 37F: 3 clusters Score -2073482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (169888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169888 members 
Entering Unmasked Estep 
Score: -20924722.000000 Penalty: 2986.637695
	Iteration 0F: 2 clusters Score -2.092472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -20812770.000000 Penalty: 5973.275391
	Iteration 0F: 3 clusters Score -2.081277e+07 nChanged 81535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -20860466.000000 Penalty: 5973.275391
	Iteration 1F: 3 clusters Score -2.086047e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -20861992.000000 Penalty: 5973.275391
	Iteration 2Q: 3 clusters Score -2.086199e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -20863942.000000 Penalty: 5973.275391
	Iteration 3Q: 3 clusters Score -2.086394e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -20866356.000000 Penalty: 5973.275391
	Iteration 4Q: 3 clusters Score -2.086636e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -20869426.000000 Penalty: 5973.275391
	Iteration 5Q: 3 clusters Score -2.086943e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -20873352.000000 Penalty: 5973.275391
	Iteration 6Q: 3 clusters Score -2.087335e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -20878820.000000 Penalty: 5973.275391
	Iteration 7F: 3 clusters Score -2.087882e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -20887198.000000 Penalty: 5973.275391
	Iteration 8F: 3 clusters Score -2.08872e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -20898486.000000 Penalty: 5973.275391
	Iteration 9F: 3 clusters Score -2.089849e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -20908728.000000 Penalty: 5973.275391
	Iteration 10F: 3 clusters Score -2.090873e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -20913488.000000 Penalty: 5973.275391
	Iteration 11Q: 3 clusters Score -2.091349e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -20915594.000000 Penalty: 5973.275391
	Iteration 12Q: 3 clusters Score -2.091559e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -20916838.000000 Penalty: 5973.275391
	Iteration 13Q: 3 clusters Score -2.091684e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -20917442.000000 Penalty: 5973.275391
	Iteration 14Q: 3 clusters Score -2.091744e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -20917716.000000 Penalty: 5973.275391
	Iteration 15Q: 3 clusters Score -2.091772e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -20917908.000000 Penalty: 5973.275391
	Iteration 16Q: 3 clusters Score -2.091791e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -20918112.000000 Penalty: 5973.275391
	Iteration 17Q: 3 clusters Score -2.091811e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 109888 members 
Entering Unmasked Estep 
Score: -20918146.000000 Penalty: 5973.275391
	Iteration 18Q: 3 clusters Score -2.091815e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -20918242.000000 Penalty: 5973.275391
	Iteration 19Q: 3 clusters Score -2.091824e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 111976 members 
Entering Unmasked Estep 
Score: -20918408.000000 Penalty: 5973.275391
	Iteration 20F: 3 clusters Score -2.091841e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -20918480.000000 Penalty: 5973.275391
	Iteration 21Q: 3 clusters Score -2.091848e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 113980 members 
Entering Unmasked Estep 
Score: -20918546.000000 Penalty: 5973.275391
	Iteration 22Q: 3 clusters Score -2.091855e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 114977 members 
Entering Unmasked Estep 
Score: -20918614.000000 Penalty: 5973.275391
	Iteration 23Q: 3 clusters Score -2.091861e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -20918750.000000 Penalty: 5973.275391
	Iteration 24Q: 3 clusters Score -2.091875e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -20918816.000000 Penalty: 5973.275391
	Iteration 25Q: 3 clusters Score -2.091882e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -20918844.000000 Penalty: 5973.275391
	Iteration 26Q: 3 clusters Score -2.091884e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -20918852.000000 Penalty: 5973.275391
	Iteration 27Q: 3 clusters Score -2.091885e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -20918934.000000 Penalty: 5973.275391
	Iteration 28Q: 3 clusters Score -2.091893e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 120834 members 
Entering Unmasked Estep 
Score: -20918964.000000 Penalty: 5973.275391
	Iteration 29Q: 3 clusters Score -2.091896e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -20919148.000000 Penalty: 5973.275391
	Iteration 30Q: 3 clusters Score -2.091915e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -20919230.000000 Penalty: 5973.275391
	Iteration 31Q: 3 clusters Score -2.091923e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 124069 members 
Entering Unmasked Estep 
Score: -20919384.000000 Penalty: 5973.275391
	Iteration 32Q: 3 clusters Score -2.091938e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -20919666.000000 Penalty: 5973.275391
	Iteration 33Q: 3 clusters Score -2.091967e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 126254 members 
Entering Unmasked Estep 
Score: -20919680.000000 Penalty: 5973.275391
	Iteration 34Q: 3 clusters Score -2.091968e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -20919792.000000 Penalty: 5973.275391
	Iteration 35Q: 3 clusters Score -2.091979e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 128380 members 
Entering Unmasked Estep 
Score: -20919846.000000 Penalty: 5973.275391
	Iteration 36Q: 3 clusters Score -2.091985e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 129434 members 
Entering Unmasked Estep 
Score: -20919972.000000 Penalty: 5973.275391
	Iteration 37Q: 3 clusters Score -2.091997e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -20920014.000000 Penalty: 5973.275391
	Iteration 38Q: 3 clusters Score -2.092001e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 131452 members 
Entering Unmasked Estep 
Score: -20920174.000000 Penalty: 5973.275391
	Iteration 39Q: 3 clusters Score -2.092017e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -20920226.000000 Penalty: 5973.275391
	Iteration 40F: 3 clusters Score -2.092023e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 133405 members 
Entering Unmasked Estep 
Score: -20920380.000000 Penalty: 5973.275391
	Iteration 41Q: 3 clusters Score -2.092038e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -20920518.000000 Penalty: 5973.275391
	Iteration 42Q: 3 clusters Score -2.092052e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 135341 members 
Entering Unmasked Estep 
Score: -20920596.000000 Penalty: 5973.275391
	Iteration 43Q: 3 clusters Score -2.09206e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -20920654.000000 Penalty: 5973.275391
	Iteration 44Q: 3 clusters Score -2.092065e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -20920772.000000 Penalty: 5973.275391
	Iteration 45Q: 3 clusters Score -2.092077e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 138235 members 
Entering Unmasked Estep 
Score: -20920958.000000 Penalty: 5973.275391
	Iteration 46Q: 3 clusters Score -2.092096e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 139166 members 
Entering Unmasked Estep 
Score: -20921040.000000 Penalty: 5973.275391
	Iteration 47Q: 3 clusters Score -2.092104e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 140101 members 
Entering Unmasked Estep 
Score: -20921216.000000 Penalty: 5973.275391
	Iteration 48Q: 3 clusters Score -2.092122e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 141038 members 
Entering Unmasked Estep 
Score: -20921280.000000 Penalty: 5973.275391
	Iteration 49Q: 3 clusters Score -2.092128e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 141959 members 
Entering Unmasked Estep 
Score: -20921370.000000 Penalty: 5973.275391
	Iteration 50Q: 3 clusters Score -2.092137e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 142904 members 
Entering Unmasked Estep 
Score: -20921464.000000 Penalty: 5973.275391
	Iteration 51Q: 3 clusters Score -2.092146e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -20921510.000000 Penalty: 5973.275391
	Iteration 52Q: 3 clusters Score -2.092151e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 144607 members 
Entering Unmasked Estep 
Score: -20921636.000000 Penalty: 5973.275391
	Iteration 53Q: 3 clusters Score -2.092164e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -20921776.000000 Penalty: 5973.275391
	Iteration 54Q: 3 clusters Score -2.092178e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -20921834.000000 Penalty: 5973.275391
	Iteration 55Q: 3 clusters Score -2.092183e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 146875 members 
Entering Unmasked Estep 
Score: -20921946.000000 Penalty: 5973.275391
	Iteration 56Q: 3 clusters Score -2.092195e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -20921888.000000 Penalty: 5973.275391
	Iteration 57Q: 3 clusters Score -2.092189e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -20921914.000000 Penalty: 5973.275391
	Iteration 58Q: 3 clusters Score -2.092191e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 149016 members 
Entering Unmasked Estep 
Score: -20922048.000000 Penalty: 5973.275391
	Iteration 59Q: 3 clusters Score -2.092205e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -20922136.000000 Penalty: 5973.275391
	Iteration 60F: 3 clusters Score -2.092214e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 150389 members 
Entering Unmasked Estep 
Score: -20922242.000000 Penalty: 5973.275391
	Iteration 61Q: 3 clusters Score -2.092224e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 151063 members 
Entering Unmasked Estep 
Score: -20922346.000000 Penalty: 5973.275391
	Iteration 62Q: 3 clusters Score -2.092235e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -20922438.000000 Penalty: 5973.275391
	Iteration 63Q: 3 clusters Score -2.092244e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -20922430.000000 Penalty: 5973.275391
	Iteration 64Q: 3 clusters Score -2.092243e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -20922408.000000 Penalty: 5973.275391
	Iteration 65Q: 3 clusters Score -2.092241e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -20922468.000000 Penalty: 5973.275391
	Iteration 66Q: 3 clusters Score -2.092247e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -20922414.000000 Penalty: 5973.275391
	Iteration 67Q: 3 clusters Score -2.092241e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -20922522.000000 Penalty: 5973.275391
	Iteration 68Q: 3 clusters Score -2.092252e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 155338 members 
Entering Unmasked Estep 
Score: -20922562.000000 Penalty: 5973.275391
	Iteration 69Q: 3 clusters Score -2.092256e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -20922516.000000 Penalty: 5973.275391
	Iteration 70Q: 3 clusters Score -2.092252e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -20922568.000000 Penalty: 5973.275391
	Iteration 71Q: 3 clusters Score -2.092257e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 156785 members 
Entering Unmasked Estep 
Score: -20922578.000000 Penalty: 5973.275391
	Iteration 72Q: 3 clusters Score -2.092258e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -20922666.000000 Penalty: 5973.275391
	Iteration 73Q: 3 clusters Score -2.092267e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 157685 members 
Entering Unmasked Estep 
Score: -20922712.000000 Penalty: 5973.275391
	Iteration 74Q: 3 clusters Score -2.092271e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -20922750.000000 Penalty: 5973.275391
	Iteration 75Q: 3 clusters Score -2.092275e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 158572 members 
Entering Unmasked Estep 
Score: -20922722.000000 Penalty: 5973.275391
	Iteration 76Q: 3 clusters Score -2.092272e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -20922792.000000 Penalty: 5973.275391
	Iteration 77Q: 3 clusters Score -2.092279e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 159415 members 
Entering Unmasked Estep 
Score: -20922726.000000 Penalty: 5973.275391
	Iteration 78Q: 3 clusters Score -2.092273e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -20922820.000000 Penalty: 5973.275391
	Iteration 79Q: 3 clusters Score -2.092282e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 160227 members 
Entering Unmasked Estep 
Score: -20922846.000000 Penalty: 5973.275391
	Iteration 80F: 3 clusters Score -2.092285e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -20922908.000000 Penalty: 5973.275391
	Iteration 81Q: 3 clusters Score -2.092291e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 160941 members 
Entering Unmasked Estep 
Score: -20922914.000000 Penalty: 5973.275391
	Iteration 82Q: 3 clusters Score -2.092291e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 161263 members 
Entering Unmasked Estep 
Score: -20922912.000000 Penalty: 5973.275391
	Iteration 83Q: 3 clusters Score -2.092291e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -20922986.000000 Penalty: 5973.275391
	Iteration 84Q: 3 clusters Score -2.092299e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 161880 members 
Entering Unmasked Estep 
Score: -20923048.000000 Penalty: 5973.275391
	Iteration 85Q: 3 clusters Score -2.092305e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -20923028.000000 Penalty: 5973.275391
	Iteration 86Q: 3 clusters Score -2.092303e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
Score: -20922974.000000 Penalty: 5973.275391
	Iteration 87Q: 3 clusters Score -2.092297e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 162577 members 
Entering Unmasked Estep 
Score: -20923014.000000 Penalty: 5973.275391
	Iteration 88Q: 3 clusters Score -2.092301e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 162776 members 
Entering Unmasked Estep 
Score: -20923004.000000 Penalty: 5973.275391
	Iteration 89Q: 3 clusters Score -2.0923e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -20923000.000000 Penalty: 5973.275391
	Iteration 90Q: 3 clusters Score -2.0923e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -20923016.000000 Penalty: 5973.275391
	Iteration 91Q: 3 clusters Score -2.092302e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -20923000.000000 Penalty: 5973.275391
	Iteration 92Q: 3 clusters Score -2.0923e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 163404 members 
Entering Unmasked Estep 
Score: -20922944.000000 Penalty: 5973.275391
	Iteration 93Q: 3 clusters Score -2.092294e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -20922944.000000 Penalty: 5973.275391
	Iteration 94Q: 3 clusters Score -2.092294e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -20922994.000000 Penalty: 5973.275391
	Iteration 95Q: 3 clusters Score -2.092299e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 163797 members 
Entering Unmasked Estep 
Score: -20923028.000000 Penalty: 5973.275391
	Iteration 96Q: 3 clusters Score -2.092303e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -20923022.000000 Penalty: 5973.275391
	Iteration 97Q: 3 clusters Score -2.092302e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -20923038.000000 Penalty: 5973.275391
	Iteration 98Q: 3 clusters Score -2.092304e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 164214 members 
Entering Unmasked Estep 
Score: -20923080.000000 Penalty: 5973.275391
	Iteration 99Q: 3 clusters Score -2.092308e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -20923054.000000 Penalty: 5973.275391
	Iteration 100F: 3 clusters Score -2.092305e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -20923102.000000 Penalty: 5973.275391
	Iteration 101Q: 3 clusters Score -2.09231e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 164600 members 
Entering Unmasked Estep 
Score: -20923100.000000 Penalty: 5973.275391
	Iteration 102Q: 3 clusters Score -2.09231e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -20923118.000000 Penalty: 5973.275391
	Iteration 103Q: 3 clusters Score -2.092312e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 164802 members 
Entering Unmasked Estep 
Score: -20923104.000000 Penalty: 5973.275391
	Iteration 104Q: 3 clusters Score -2.09231e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 164880 members 
Entering Unmasked Estep 
Score: -20923130.000000 Penalty: 5973.275391
	Iteration 105Q: 3 clusters Score -2.092313e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 164953 members 
Entering Unmasked Estep 
Score: -20923110.000000 Penalty: 5973.275391
	Iteration 106Q: 3 clusters Score -2.092311e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 165023 members 
Entering Unmasked Estep 
Score: -20923082.000000 Penalty: 5973.275391
	Iteration 107Q: 3 clusters Score -2.092308e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 165069 members 
Entering Unmasked Estep 
Score: -20923064.000000 Penalty: 5973.275391
	Iteration 108Q: 3 clusters Score -2.092306e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -20923038.000000 Penalty: 5973.275391
	Iteration 109Q: 3 clusters Score -2.092304e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -20923062.000000 Penalty: 5973.275391
	Iteration 110Q: 3 clusters Score -2.092306e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 165198 members 
Entering Unmasked Estep 
Score: -20923090.000000 Penalty: 5973.275391
	Iteration 111Q: 3 clusters Score -2.092309e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 165253 members 
Entering Unmasked Estep 
Score: -20923062.000000 Penalty: 5973.275391
	Iteration 112Q: 3 clusters Score -2.092306e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -20923046.000000 Penalty: 5973.275391
	Iteration 113Q: 3 clusters Score -2.092305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -20923014.000000 Penalty: 5973.275391
	Iteration 114Q: 3 clusters Score -2.092301e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 165405 members 
Entering Unmasked Estep 
Score: -20922992.000000 Penalty: 5973.275391
	Iteration 115Q: 3 clusters Score -2.092299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 165445 members 
Entering Unmasked Estep 
Score: -20922972.000000 Penalty: 5973.275391
	Iteration 116Q: 3 clusters Score -2.092297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 165475 members 
Entering Unmasked Estep 
Score: -20922994.000000 Penalty: 5973.275391
	Iteration 117Q: 3 clusters Score -2.092299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 165512 members 
Entering Unmasked Estep 
Score: -20922990.000000 Penalty: 5973.275391
	Iteration 118Q: 3 clusters Score -2.092299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 165546 members 
Entering Unmasked Estep 
Score: -20922992.000000 Penalty: 5973.275391
	Iteration 119Q: 3 clusters Score -2.092299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 165581 members 
Entering Unmasked Estep 
Score: -20923004.000000 Penalty: 5973.275391
	Iteration 120F: 3 clusters Score -2.0923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -20922980.000000 Penalty: 5973.275391
	Iteration 121Q: 3 clusters Score -2.092298e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -20923010.000000 Penalty: 5973.275391
	Iteration 122Q: 3 clusters Score -2.092301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 165690 members 
Entering Unmasked Estep 
Score: -20923000.000000 Penalty: 5973.275391
	Iteration 123Q: 3 clusters Score -2.0923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -20923012.000000 Penalty: 5973.275391
	Iteration 124Q: 3 clusters Score -2.092301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -20923004.000000 Penalty: 5973.275391
	Iteration 125Q: 3 clusters Score -2.0923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -20923004.000000 Penalty: 5973.275391
	Iteration 126Q: 3 clusters Score -2.0923e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 165813 members 
Entering Unmasked Estep 
Score: -20923022.000000 Penalty: 5973.275391
	Iteration 127Q: 3 clusters Score -2.092302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -20923048.000000 Penalty: 5973.275391
	Iteration 128Q: 3 clusters Score -2.092305e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -20923040.000000 Penalty: 5973.275391
	Iteration 129Q: 3 clusters Score -2.092304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -20923054.000000 Penalty: 5973.275391
	Iteration 130Q: 3 clusters Score -2.092305e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 165944 members 
Entering Unmasked Estep 
Score: -20923020.000000 Penalty: 5973.275391
	Iteration 131Q: 3 clusters Score -2.092302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 165974 members 
Entering Unmasked Estep 
Score: -20923000.000000 Penalty: 5973.275391
	Iteration 132Q: 3 clusters Score -2.0923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 166011 members 
Entering Unmasked Estep 
Score: -20922972.000000 Penalty: 5973.275391
	Iteration 133Q: 3 clusters Score -2.092297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -20922970.000000 Penalty: 5973.275391
	Iteration 134Q: 3 clusters Score -2.092297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 166059 members 
Entering Unmasked Estep 
Score: -20922978.000000 Penalty: 5973.275391
	Iteration 135Q: 3 clusters Score -2.092298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -20922978.000000 Penalty: 5973.275391
	Iteration 136Q: 3 clusters Score -2.092298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 166101 members 
Entering Unmasked Estep 
Score: -20922986.000000 Penalty: 5973.275391
	Iteration 137Q: 3 clusters Score -2.092299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 166119 members 
Entering Unmasked Estep 
Score: -20923006.000000 Penalty: 5973.275391
	Iteration 138Q: 3 clusters Score -2.092301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 166136 members 
Entering Unmasked Estep 
Score: -20923008.000000 Penalty: 5973.275391
	Iteration 139Q: 3 clusters Score -2.092301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 166152 members 
Entering Unmasked Estep 
Score: -20922994.000000 Penalty: 5973.275391
	Iteration 140F: 3 clusters Score -2.092299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -20922992.000000 Penalty: 5973.275391
	Iteration 141Q: 3 clusters Score -2.092299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -20923022.000000 Penalty: 5973.275391
	Iteration 142Q: 3 clusters Score -2.092302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -20922988.000000 Penalty: 5973.275391
	Iteration 143Q: 3 clusters Score -2.092299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 166184 members 
Entering Unmasked Estep 
Score: -20923012.000000 Penalty: 5973.275391
	Iteration 144Q: 3 clusters Score -2.092301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 166188 members 
Entering Unmasked Estep 
Score: -20923010.000000 Penalty: 5973.275391
	Iteration 145Q: 3 clusters Score -2.092301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 166196 members 
Entering Unmasked Estep 
Score: -20922982.000000 Penalty: 5973.275391
	Iteration 146Q: 3 clusters Score -2.092298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -20922990.000000 Penalty: 5973.275391
	Iteration 147Q: 3 clusters Score -2.092299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 166209 members 
Entering Unmasked Estep 
Score: -20922996.000000 Penalty: 5973.275391
	Iteration 148Q: 3 clusters Score -2.0923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -20922982.000000 Penalty: 5973.275391
	Iteration 149Q: 3 clusters Score -2.092298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -20922988.000000 Penalty: 5973.275391
	Iteration 150Q: 3 clusters Score -2.092299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 166242 members 
Entering Unmasked Estep 
Score: -20922982.000000 Penalty: 5973.275391
	Iteration 151Q: 3 clusters Score -2.092298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 166255 members 
Entering Unmasked Estep 
Score: -20923006.000000 Penalty: 5973.275391
	Iteration 152Q: 3 clusters Score -2.092301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 166269 members 
Entering Unmasked Estep 
Score: -20922984.000000 Penalty: 5973.275391
	Iteration 153Q: 3 clusters Score -2.092298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 166286 members 
Entering Unmasked Estep 
Score: -20922986.000000 Penalty: 5973.275391
	Iteration 154Q: 3 clusters Score -2.092299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 166305 members 
Entering Unmasked Estep 
Score: -20923000.000000 Penalty: 5973.275391
	Iteration 155Q: 3 clusters Score -2.0923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -20922992.000000 Penalty: 5973.275391
	Iteration 156Q: 3 clusters Score -2.092299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -20922990.000000 Penalty: 5973.275391
	Iteration 157Q: 3 clusters Score -2.092299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 166337 members 
Entering Unmasked Estep 
Score: -20922970.000000 Penalty: 5973.275391
	Iteration 158Q: 3 clusters Score -2.092297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -20922984.000000 Penalty: 5973.275391
	Iteration 159Q: 3 clusters Score -2.092298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -20922988.000000 Penalty: 5973.275391
	Iteration 160F: 3 clusters Score -2.092299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 166372 members 
Entering Unmasked Estep 
Score: -20922996.000000 Penalty: 5973.275391
	Iteration 161Q: 3 clusters Score -2.0923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -20923004.000000 Penalty: 5973.275391
	Iteration 162Q: 3 clusters Score -2.0923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -20922984.000000 Penalty: 5973.275391
	Iteration 163Q: 3 clusters Score -2.092298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 166411 members 
Entering Unmasked Estep 
Score: -20922962.000000 Penalty: 5973.275391
	Iteration 164Q: 3 clusters Score -2.092296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -20922958.000000 Penalty: 5973.275391
	Iteration 165Q: 3 clusters Score -2.092296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 166441 members 
Entering Unmasked Estep 
Score: -20922954.000000 Penalty: 5973.275391
	Iteration 166Q: 3 clusters Score -2.092295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -20922960.000000 Penalty: 5973.275391
	Iteration 167Q: 3 clusters Score -2.092296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 166459 members 
Entering Unmasked Estep 
Score: -20922966.000000 Penalty: 5973.275391
	Iteration 168Q: 3 clusters Score -2.092297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 166462 members 
Entering Unmasked Estep 
Score: -20922964.000000 Penalty: 5973.275391
	Iteration 169Q: 3 clusters Score -2.092296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 166468 members 
Entering Unmasked Estep 
Score: -20922972.000000 Penalty: 5973.275391
	Iteration 170Q: 3 clusters Score -2.092297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -20922972.000000 Penalty: 5973.275391
	Iteration 171Q: 3 clusters Score -2.092297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -20922964.000000 Penalty: 5973.275391
	Iteration 172Q: 3 clusters Score -2.092296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -20922962.000000 Penalty: 5973.275391
	Iteration 173Q: 3 clusters Score -2.092296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 166478 members 
Entering Unmasked Estep 
Score: -20922978.000000 Penalty: 5973.275391
	Iteration 174Q: 3 clusters Score -2.092298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 166483 members 
Entering Unmasked Estep 
Score: -20922982.000000 Penalty: 5973.275391
	Iteration 175Q: 3 clusters Score -2.092298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 166484 members 
Entering Unmasked Estep 
Score: -20922974.000000 Penalty: 5973.275391
	Iteration 176Q: 3 clusters Score -2.092297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 166486 members 
Entering Unmasked Estep 
Score: -20922978.000000 Penalty: 5973.275391
	Iteration 177Q: 3 clusters Score -2.092298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -20922970.000000 Penalty: 5973.275391
	Iteration 178Q: 3 clusters Score -2.092297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -20922970.000000 Penalty: 5973.275391
	Iteration 179F: 3 clusters Score -2.092297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Entering Unmasked Estep 
Score: -491855.031250 Penalty: 2059.023438
	Iteration 0F: 2 clusters Score -491855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -487947.812500 Penalty: 4118.046875
	Iteration 0F: 3 clusters Score -487947.8 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -488854.625000 Penalty: 4118.046875
	Iteration 1F: 3 clusters Score -488854.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -489047.625000 Penalty: 4118.046875
	Iteration 2F: 3 clusters Score -489047.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -489181.656250 Penalty: 4118.046875
	Iteration 3F: 3 clusters Score -489181.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -489284.531250 Penalty: 4118.046875
	Iteration 4Q: 3 clusters Score -489284.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -489371.062500 Penalty: 4118.046875
	Iteration 5Q: 3 clusters Score -489371.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -489446.531250 Penalty: 4118.046875
	Iteration 6Q: 3 clusters Score -489446.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -489508.687500 Penalty: 4118.046875
	Iteration 7Q: 3 clusters Score -489508.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -489548.250000 Penalty: 4118.046875
	Iteration 8Q: 3 clusters Score -489548.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -489580.093750 Penalty: 4118.046875
	Iteration 9Q: 3 clusters Score -489580.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -489614.062500 Penalty: 4118.046875
	Iteration 10Q: 3 clusters Score -489614.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -489639.281250 Penalty: 4118.046875
	Iteration 11Q: 3 clusters Score -489639.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -489670.156250 Penalty: 4118.046875
	Iteration 12Q: 3 clusters Score -489670.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -489698.750000 Penalty: 4118.046875
	Iteration 13Q: 3 clusters Score -489698.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -489728.406250 Penalty: 4118.046875
	Iteration 14Q: 3 clusters Score -489728.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -489769.281250 Penalty: 4118.046875
	Iteration 15Q: 3 clusters Score -489769.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -489809.031250 Penalty: 4118.046875
	Iteration 16Q: 3 clusters Score -489809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -489847.593750 Penalty: 4118.046875
	Iteration 17Q: 3 clusters Score -489847.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -489882.781250 Penalty: 4118.046875
	Iteration 18Q: 3 clusters Score -489882.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -489918.250000 Penalty: 4118.046875
	Iteration 19Q: 3 clusters Score -489918.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -489954.281250 Penalty: 4118.046875
	Iteration 20F: 3 clusters Score -489954.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -489984.156250 Penalty: 4118.046875
	Iteration 21Q: 3 clusters Score -489984.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -490010.750000 Penalty: 4118.046875
	Iteration 22Q: 3 clusters Score -490010.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -490042.625000 Penalty: 4118.046875
	Iteration 23Q: 3 clusters Score -490042.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -490057.750000 Penalty: 4118.046875
	Iteration 24Q: 3 clusters Score -490057.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -490074.031250 Penalty: 4118.046875
	Iteration 25Q: 3 clusters Score -490074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -490090.312500 Penalty: 4118.046875
	Iteration 26Q: 3 clusters Score -490090.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -490104.312500 Penalty: 4118.046875
	Iteration 27Q: 3 clusters Score -490104.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -490115.187500 Penalty: 4118.046875
	Iteration 28Q: 3 clusters Score -490115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -490124.562500 Penalty: 4118.046875
	Iteration 29Q: 3 clusters Score -490124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -490129.281250 Penalty: 4118.046875
	Iteration 30Q: 3 clusters Score -490129.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -490135.500000 Penalty: 4118.046875
	Iteration 31Q: 3 clusters Score -490135.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -490139.343750 Penalty: 4118.046875
	Iteration 32Q: 3 clusters Score -490139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -490142.000000 Penalty: 4118.046875
	Iteration 33Q: 3 clusters Score -490142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -490146.468750 Penalty: 4118.046875
	Iteration 34Q: 3 clusters Score -490146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -490150.718750 Penalty: 4118.046875
	Iteration 35Q: 3 clusters Score -490150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -490154.468750 Penalty: 4118.046875
	Iteration 36Q: 3 clusters Score -490154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -490156.843750 Penalty: 4118.046875
	Iteration 37Q: 3 clusters Score -490156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -490157.968750 Penalty: 4118.046875
	Iteration 38Q: 3 clusters Score -490158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -490157.625000 Penalty: 4118.046875
	Iteration 39Q: 3 clusters Score -490157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -490160.343750 Penalty: 4118.046875
	Iteration 40F: 3 clusters Score -490160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -490162.750000 Penalty: 4118.046875
	Iteration 41Q: 3 clusters Score -490162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -490164.531250 Penalty: 4118.046875
	Iteration 42Q: 3 clusters Score -490164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -490166.312500 Penalty: 4118.046875
	Iteration 43Q: 3 clusters Score -490166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -490171.593750 Penalty: 4118.046875
	Iteration 44Q: 3 clusters Score -490171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -490173.437500 Penalty: 4118.046875
	Iteration 45Q: 3 clusters Score -490173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -490177.218750 Penalty: 4118.046875
	Iteration 46Q: 3 clusters Score -490177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -490178.968750 Penalty: 4118.046875
	Iteration 47Q: 3 clusters Score -490179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -490181.781250 Penalty: 4118.046875
	Iteration 48Q: 3 clusters Score -490181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -490182.375000 Penalty: 4118.046875
	Iteration 49Q: 3 clusters Score -490182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -490185.187500 Penalty: 4118.046875
	Iteration 50Q: 3 clusters Score -490185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -490187.218750 Penalty: 4118.046875
	Iteration 51Q: 3 clusters Score -490187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -490189.750000 Penalty: 4118.046875
	Iteration 52Q: 3 clusters Score -490189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -490189.843750 Penalty: 4118.046875
	Iteration 53Q: 3 clusters Score -490189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -490190.343750 Penalty: 4118.046875
	Iteration 54Q: 3 clusters Score -490190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -490192.875000 Penalty: 4118.046875
	Iteration 55Q: 3 clusters Score -490192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -490192.125000 Penalty: 4118.046875
	Iteration 56Q: 3 clusters Score -490192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -490195.156250 Penalty: 4118.046875
	Iteration 57Q: 3 clusters Score -490195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -490197.968750 Penalty: 4118.046875
	Iteration 58Q: 3 clusters Score -490198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -490199.937500 Penalty: 4118.046875
	Iteration 59Q: 3 clusters Score -490199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -490202.187500 Penalty: 4118.046875
	Iteration 60F: 3 clusters Score -490202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -490203.656250 Penalty: 4118.046875
	Iteration 61Q: 3 clusters Score -490203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -490204.375000 Penalty: 4118.046875
	Iteration 62Q: 3 clusters Score -490204.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -490204.375000 Penalty: 4118.046875
	Iteration 63F: 3 clusters Score -490204.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Entering Unmasked Estep 
Score: -948089.312500 Penalty: 2241.543945
	Iteration 0F: 2 clusters Score -948089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -941372.062500 Penalty: 4483.087891
	Iteration 0F: 3 clusters Score -941372.1 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -943262.750000 Penalty: 4483.087891
	Iteration 1F: 3 clusters Score -943262.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -943571.812500 Penalty: 4483.087891
	Iteration 2F: 3 clusters Score -943571.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -943812.937500 Penalty: 4483.087891
	Iteration 3F: 3 clusters Score -943812.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -944061.312500 Penalty: 4483.087891
	Iteration 4Q: 3 clusters Score -944061.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -944336.750000 Penalty: 4483.087891
	Iteration 5Q: 3 clusters Score -944336.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -944629.687500 Penalty: 4483.087891
	Iteration 6Q: 3 clusters Score -944629.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -944929.187500 Penalty: 4483.087891
	Iteration 7Q: 3 clusters Score -944929.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -945211.812500 Penalty: 4483.087891
	Iteration 8Q: 3 clusters Score -945211.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -945438.437500 Penalty: 4483.087891
	Iteration 9Q: 3 clusters Score -945438.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -945616.437500 Penalty: 4483.087891
	Iteration 10Q: 3 clusters Score -945616.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -945773.687500 Penalty: 4483.087891
	Iteration 11Q: 3 clusters Score -945773.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -945910.312500 Penalty: 4483.087891
	Iteration 12Q: 3 clusters Score -945910.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -946015.750000 Penalty: 4483.087891
	Iteration 13Q: 3 clusters Score -946015.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -946087.000000 Penalty: 4483.087891
	Iteration 14Q: 3 clusters Score -946087 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -946137.375000 Penalty: 4483.087891
	Iteration 15Q: 3 clusters Score -946137.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -946177.062500 Penalty: 4483.087891
	Iteration 16Q: 3 clusters Score -946177.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -946226.937500 Penalty: 4483.087891
	Iteration 17Q: 3 clusters Score -946226.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -946266.687500 Penalty: 4483.087891
	Iteration 18Q: 3 clusters Score -946266.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -946297.625000 Penalty: 4483.087891
	Iteration 19Q: 3 clusters Score -946297.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -946326.562500 Penalty: 4483.087891
	Iteration 20F: 3 clusters Score -946326.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -946355.875000 Penalty: 4483.087891
	Iteration 21Q: 3 clusters Score -946355.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -946381.687500 Penalty: 4483.087891
	Iteration 22Q: 3 clusters Score -946381.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -946411.187500 Penalty: 4483.087891
	Iteration 23Q: 3 clusters Score -946411.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -946427.937500 Penalty: 4483.087891
	Iteration 24Q: 3 clusters Score -946427.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -946444.875000 Penalty: 4483.087891
	Iteration 25Q: 3 clusters Score -946444.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -946461.750000 Penalty: 4483.087891
	Iteration 26Q: 3 clusters Score -946461.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -946472.750000 Penalty: 4483.087891
	Iteration 27Q: 3 clusters Score -946472.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -946481.625000 Penalty: 4483.087891
	Iteration 28Q: 3 clusters Score -946481.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -946488.500000 Penalty: 4483.087891
	Iteration 29Q: 3 clusters Score -946488.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -946495.187500 Penalty: 4483.087891
	Iteration 30Q: 3 clusters Score -946495.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -946497.625000 Penalty: 4483.087891
	Iteration 31Q: 3 clusters Score -946497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -946502.250000 Penalty: 4483.087891
	Iteration 32Q: 3 clusters Score -946502.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -946508.187500 Penalty: 4483.087891
	Iteration 33Q: 3 clusters Score -946508.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -946515.375000 Penalty: 4483.087891
	Iteration 34Q: 3 clusters Score -946515.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -946521.125000 Penalty: 4483.087891
	Iteration 35Q: 3 clusters Score -946521.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -946523.812500 Penalty: 4483.087891
	Iteration 36Q: 3 clusters Score -946523.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -946529.437500 Penalty: 4483.087891
	Iteration 37Q: 3 clusters Score -946529.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -946535.562500 Penalty: 4483.087891
	Iteration 38Q: 3 clusters Score -946535.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -946539.625000 Penalty: 4483.087891
	Iteration 39Q: 3 clusters Score -946539.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -946543.750000 Penalty: 4483.087891
	Iteration 40F: 3 clusters Score -946543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -946547.250000 Penalty: 4483.087891
	Iteration 41Q: 3 clusters Score -946547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -946549.875000 Penalty: 4483.087891
	Iteration 42Q: 3 clusters Score -946549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -946551.437500 Penalty: 4483.087891
	Iteration 43Q: 3 clusters Score -946551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -946550.750000 Penalty: 4483.087891
	Iteration 44Q: 3 clusters Score -946550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -946551.750000 Penalty: 4483.087891
	Iteration 45Q: 3 clusters Score -946551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -946553.125000 Penalty: 4483.087891
	Iteration 46Q: 3 clusters Score -946553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -946554.875000 Penalty: 4483.087891
	Iteration 47Q: 3 clusters Score -946554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -946554.187500 Penalty: 4483.087891
	Iteration 48Q: 3 clusters Score -946554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -946554.375000 Penalty: 4483.087891
	Iteration 49Q: 3 clusters Score -946554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -946556.187500 Penalty: 4483.087891
	Iteration 50Q: 3 clusters Score -946556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -946558.500000 Penalty: 4483.087891
	Iteration 51Q: 3 clusters Score -946558.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -946561.062500 Penalty: 4483.087891
	Iteration 52Q: 3 clusters Score -946561.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -946561.562500 Penalty: 4483.087891
	Iteration 53Q: 3 clusters Score -946561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -946564.062500 Penalty: 4483.087891
	Iteration 54Q: 3 clusters Score -946564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -946566.187500 Penalty: 4483.087891
	Iteration 55Q: 3 clusters Score -946566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -946565.812500 Penalty: 4483.087891
	Iteration 56Q: 3 clusters Score -946565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -946566.125000 Penalty: 4483.087891
	Iteration 57Q: 3 clusters Score -946566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -946567.812500 Penalty: 4483.087891
	Iteration 58Q: 3 clusters Score -946567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -946569.687500 Penalty: 4483.087891
	Iteration 59Q: 3 clusters Score -946569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -946569.000000 Penalty: 4483.087891
	Iteration 60F: 3 clusters Score -946569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -946570.312500 Penalty: 4483.087891
	Iteration 61Q: 3 clusters Score -946570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -946571.625000 Penalty: 4483.087891
	Iteration 62Q: 3 clusters Score -946571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -946571.625000 Penalty: 4483.087891
	Iteration 63F: 3 clusters Score -946571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Entering Unmasked Estep 
Score: -6631883.000000 Penalty: 2701.590820
	Iteration 0F: 2 clusters Score -6631883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -6595644.500000 Penalty: 5403.181641
	Iteration 0F: 3 clusters Score -6595644 nChanged 24875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -6609910.500000 Penalty: 5403.181641
	Iteration 1F: 3 clusters Score -6609910 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -6610676.500000 Penalty: 5403.181641
	Iteration 2Q: 3 clusters Score -6610676 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -6611508.500000 Penalty: 5403.181641
	Iteration 3Q: 3 clusters Score -6611508 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -6612596.500000 Penalty: 5403.181641
	Iteration 4Q: 3 clusters Score -6612596 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -6613748.500000 Penalty: 5403.181641
	Iteration 5Q: 3 clusters Score -6613748 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6614895.000000 Penalty: 5403.181641
	Iteration 6Q: 3 clusters Score -6614895 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6615995.500000 Penalty: 5403.181641
	Iteration 7Q: 3 clusters Score -6615996 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -6616936.500000 Penalty: 5403.181641
	Iteration 8Q: 3 clusters Score -6616936 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -6617810.500000 Penalty: 5403.181641
	Iteration 9Q: 3 clusters Score -6617810 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -6618570.500000 Penalty: 5403.181641
	Iteration 10Q: 3 clusters Score -6618570 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -6619276.000000 Penalty: 5403.181641
	Iteration 11Q: 3 clusters Score -6619276 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6620008.500000 Penalty: 5403.181641
	Iteration 12Q: 3 clusters Score -6620008 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -6620890.000000 Penalty: 5403.181641
	Iteration 13Q: 3 clusters Score -6620890 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -6621819.000000 Penalty: 5403.181641
	Iteration 14Q: 3 clusters Score -6621819 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -6622899.000000 Penalty: 5403.181641
	Iteration 15Q: 3 clusters Score -6622899 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6624051.000000 Penalty: 5403.181641
	Iteration 16Q: 3 clusters Score -6624051 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -6625195.000000 Penalty: 5403.181641
	Iteration 17Q: 3 clusters Score -6625195 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -6626318.500000 Penalty: 5403.181641
	Iteration 18Q: 3 clusters Score -6626318 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -6627124.000000 Penalty: 5403.181641
	Iteration 19Q: 3 clusters Score -6627124 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -6627762.500000 Penalty: 5403.181641
	Iteration 20F: 3 clusters Score -6627762 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6628322.500000 Penalty: 5403.181641
	Iteration 21Q: 3 clusters Score -6628322 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6628736.500000 Penalty: 5403.181641
	Iteration 22Q: 3 clusters Score -6628736 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6628947.500000 Penalty: 5403.181641
	Iteration 23Q: 3 clusters Score -6628948 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6629157.500000 Penalty: 5403.181641
	Iteration 24Q: 3 clusters Score -6629158 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -6629331.500000 Penalty: 5403.181641
	Iteration 25Q: 3 clusters Score -6629332 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6629459.500000 Penalty: 5403.181641
	Iteration 26Q: 3 clusters Score -6629460 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6629519.000000 Penalty: 5403.181641
	Iteration 27Q: 3 clusters Score -6629519 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6629569.500000 Penalty: 5403.181641
	Iteration 28Q: 3 clusters Score -6629570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6629601.000000 Penalty: 5403.181641
	Iteration 29Q: 3 clusters Score -6629601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6629616.500000 Penalty: 5403.181641
	Iteration 30Q: 3 clusters Score -6629616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6629645.000000 Penalty: 5403.181641
	Iteration 31Q: 3 clusters Score -6629645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6629667.500000 Penalty: 5403.181641
	Iteration 32Q: 3 clusters Score -6629668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6629687.500000 Penalty: 5403.181641
	Iteration 33Q: 3 clusters Score -6629688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6629705.500000 Penalty: 5403.181641
	Iteration 34Q: 3 clusters Score -6629706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6629728.000000 Penalty: 5403.181641
	Iteration 35Q: 3 clusters Score -6629728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6629725.000000 Penalty: 5403.181641
	Iteration 36Q: 3 clusters Score -6629725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6629737.500000 Penalty: 5403.181641
	Iteration 37Q: 3 clusters Score -6629738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6629743.000000 Penalty: 5403.181641
	Iteration 38Q: 3 clusters Score -6629743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6629740.500000 Penalty: 5403.181641
	Iteration 39Q: 3 clusters Score -6629740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6629747.000000 Penalty: 5403.181641
	Iteration 40F: 3 clusters Score -6629747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6629741.000000 Penalty: 5403.181641
	Iteration 41Q: 3 clusters Score -6629741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6629750.500000 Penalty: 5403.181641
	Iteration 42Q: 3 clusters Score -6629750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6629746.500000 Penalty: 5403.181641
	Iteration 43Q: 3 clusters Score -6629746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6629753.000000 Penalty: 5403.181641
	Iteration 44Q: 3 clusters Score -6629753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6629753.500000 Penalty: 5403.181641
	Iteration 45Q: 3 clusters Score -6629754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6629753.500000 Penalty: 5403.181641
	Iteration 46Q: 3 clusters Score -6629754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6629756.000000 Penalty: 5403.181641
	Iteration 47Q: 3 clusters Score -6629756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6629753.500000 Penalty: 5403.181641
	Iteration 48Q: 3 clusters Score -6629754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6629753.500000 Penalty: 5403.181641
	Iteration 49F: 3 clusters Score -6629754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -682943.187500 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -682943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -677760.812500 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -677760.8 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -679140.562500 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -679140.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -679528.750000 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -679528.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -679910.500000 Penalty: 4309.138672
	Iteration 3F: 3 clusters Score -679910.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -680404.812500 Penalty: 4309.138672
	Iteration 4F: 3 clusters Score -680404.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -680923.500000 Penalty: 4309.138672
	Iteration 5F: 3 clusters Score -680923.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -681417.750000 Penalty: 4309.138672
	Iteration 6F: 3 clusters Score -681417.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -681726.687500 Penalty: 4309.138672
	Iteration 7F: 3 clusters Score -681726.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -681896.437500 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -681896.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -681991.750000 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -681991.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -682050.375000 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -682050.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -682084.125000 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -682084.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -682103.687500 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -682103.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -682112.250000 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -682112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -682119.500000 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -682119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -682122.062500 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -682122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -682120.625000 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -682120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -682122.187500 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -682122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -682122.250000 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -682122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -682122.562500 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -682122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -682122.562500 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -682122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Entering Unmasked Estep 
Score: -4063261.500000 Penalty: 2592.736084
	Iteration 0F: 2 clusters Score -4063262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4039505.500000 Penalty: 5185.472168
	Iteration 0F: 3 clusters Score -4039506 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4048518.500000 Penalty: 5185.472168
	Iteration 1F: 3 clusters Score -4048518 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -4049325.500000 Penalty: 5185.472168
	Iteration 2F: 3 clusters Score -4049326 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4050358.500000 Penalty: 5185.472168
	Iteration 3F: 3 clusters Score -4050358 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -4051595.250000 Penalty: 5185.472168
	Iteration 4F: 3 clusters Score -4051595 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4052977.000000 Penalty: 5185.472168
	Iteration 5F: 3 clusters Score -4052977 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4054406.750000 Penalty: 5185.472168
	Iteration 6F: 3 clusters Score -4054407 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4055918.750000 Penalty: 5185.472168
	Iteration 7F: 3 clusters Score -4055919 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -4057364.750000 Penalty: 5185.472168
	Iteration 8F: 3 clusters Score -4057365 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -4058530.500000 Penalty: 5185.472168
	Iteration 9Q: 3 clusters Score -4058530 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4059593.750000 Penalty: 5185.472168
	Iteration 10Q: 3 clusters Score -4059594 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -4060429.750000 Penalty: 5185.472168
	Iteration 11Q: 3 clusters Score -4060430 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4061050.250000 Penalty: 5185.472168
	Iteration 12Q: 3 clusters Score -4061050 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -4061458.250000 Penalty: 5185.472168
	Iteration 13Q: 3 clusters Score -4061458 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4061717.250000 Penalty: 5185.472168
	Iteration 14Q: 3 clusters Score -4061717 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4061893.500000 Penalty: 5185.472168
	Iteration 15Q: 3 clusters Score -4061894 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4061977.250000 Penalty: 5185.472168
	Iteration 16Q: 3 clusters Score -4061977 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4062038.500000 Penalty: 5185.472168
	Iteration 17Q: 3 clusters Score -4062038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4062088.000000 Penalty: 5185.472168
	Iteration 18Q: 3 clusters Score -4062088 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -4062129.750000 Penalty: 5185.472168
	Iteration 19Q: 3 clusters Score -4062130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4062151.000000 Penalty: 5185.472168
	Iteration 20F: 3 clusters Score -4062151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4062168.750000 Penalty: 5185.472168
	Iteration 21Q: 3 clusters Score -4062169 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4062180.500000 Penalty: 5185.472168
	Iteration 22Q: 3 clusters Score -4062180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4062191.000000 Penalty: 5185.472168
	Iteration 23Q: 3 clusters Score -4062191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -4062204.250000 Penalty: 5185.472168
	Iteration 24Q: 3 clusters Score -4062204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4062212.250000 Penalty: 5185.472168
	Iteration 25Q: 3 clusters Score -4062212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4062217.000000 Penalty: 5185.472168
	Iteration 26Q: 3 clusters Score -4062217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4062228.250000 Penalty: 5185.472168
	Iteration 27Q: 3 clusters Score -4062228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4062232.750000 Penalty: 5185.472168
	Iteration 28Q: 3 clusters Score -4062233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4062243.750000 Penalty: 5185.472168
	Iteration 29Q: 3 clusters Score -4062244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4062250.250000 Penalty: 5185.472168
	Iteration 30Q: 3 clusters Score -4062250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4062254.500000 Penalty: 5185.472168
	Iteration 31Q: 3 clusters Score -4062254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4062256.500000 Penalty: 5185.472168
	Iteration 32Q: 3 clusters Score -4062256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4062267.750000 Penalty: 5185.472168
	Iteration 33Q: 3 clusters Score -4062268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4062260.250000 Penalty: 5185.472168
	Iteration 34Q: 3 clusters Score -4062260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4062261.750000 Penalty: 5185.472168
	Iteration 35Q: 3 clusters Score -4062262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4062266.500000 Penalty: 5185.472168
	Iteration 36Q: 3 clusters Score -4062266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4062281.500000 Penalty: 5185.472168
	Iteration 37Q: 3 clusters Score -4062282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4062278.750000 Penalty: 5185.472168
	Iteration 38Q: 3 clusters Score -4062279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4062286.750000 Penalty: 5185.472168
	Iteration 39Q: 3 clusters Score -4062287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4062286.250000 Penalty: 5185.472168
	Iteration 40F: 3 clusters Score -4062286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4062281.000000 Penalty: 5185.472168
	Iteration 41Q: 3 clusters Score -4062281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4062274.500000 Penalty: 5185.472168
	Iteration 42Q: 3 clusters Score -4062274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4062278.000000 Penalty: 5185.472168
	Iteration 43Q: 3 clusters Score -4062278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4062277.000000 Penalty: 5185.472168
	Iteration 44Q: 3 clusters Score -4062277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4062276.750000 Penalty: 5185.472168
	Iteration 45Q: 3 clusters Score -4062277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4062275.250000 Penalty: 5185.472168
	Iteration 46Q: 3 clusters Score -4062275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4062275.250000 Penalty: 5185.472168
	Iteration 47Q: 3 clusters Score -4062275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4062278.250000 Penalty: 5185.472168
	Iteration 48Q: 3 clusters Score -4062278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4062277.500000 Penalty: 5185.472168
	Iteration 49Q: 3 clusters Score -4062278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4062277.500000 Penalty: 5185.472168
	Iteration 50F: 3 clusters Score -4062278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Entering Unmasked Estep 
Score: -991504.625000 Penalty: 2237.894775
	Iteration 0F: 2 clusters Score -991504.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -984948.625000 Penalty: 4475.789551
	Iteration 0F: 3 clusters Score -984948.6 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -986753.125000 Penalty: 4475.789551
	Iteration 1F: 3 clusters Score -986753.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -987041.937500 Penalty: 4475.789551
	Iteration 2F: 3 clusters Score -987041.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -987231.062500 Penalty: 4475.789551
	Iteration 3F: 3 clusters Score -987231.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -987386.062500 Penalty: 4475.789551
	Iteration 4Q: 3 clusters Score -987386.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -987535.812500 Penalty: 4475.789551
	Iteration 5Q: 3 clusters Score -987535.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -987677.625000 Penalty: 4475.789551
	Iteration 6Q: 3 clusters Score -987677.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -987832.625000 Penalty: 4475.789551
	Iteration 7Q: 3 clusters Score -987832.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -988007.937500 Penalty: 4475.789551
	Iteration 8Q: 3 clusters Score -988007.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -988182.375000 Penalty: 4475.789551
	Iteration 9Q: 3 clusters Score -988182.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -988339.062500 Penalty: 4475.789551
	Iteration 10Q: 3 clusters Score -988339.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -988501.062500 Penalty: 4475.789551
	Iteration 11Q: 3 clusters Score -988501.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -988641.000000 Penalty: 4475.789551
	Iteration 12Q: 3 clusters Score -988641 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -988759.375000 Penalty: 4475.789551
	Iteration 13Q: 3 clusters Score -988759.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -988890.875000 Penalty: 4475.789551
	Iteration 14Q: 3 clusters Score -988890.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -989007.875000 Penalty: 4475.789551
	Iteration 15Q: 3 clusters Score -989007.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -989110.000000 Penalty: 4475.789551
	Iteration 16Q: 3 clusters Score -989110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -989213.125000 Penalty: 4475.789551
	Iteration 17Q: 3 clusters Score -989213.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -989303.125000 Penalty: 4475.789551
	Iteration 18Q: 3 clusters Score -989303.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -989359.687500 Penalty: 4475.789551
	Iteration 19Q: 3 clusters Score -989359.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -989397.250000 Penalty: 4475.789551
	Iteration 20F: 3 clusters Score -989397.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -989431.437500 Penalty: 4475.789551
	Iteration 21Q: 3 clusters Score -989431.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -989445.687500 Penalty: 4475.789551
	Iteration 22Q: 3 clusters Score -989445.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -989468.687500 Penalty: 4475.789551
	Iteration 23Q: 3 clusters Score -989468.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -989480.687500 Penalty: 4475.789551
	Iteration 24Q: 3 clusters Score -989480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -989493.125000 Penalty: 4475.789551
	Iteration 25Q: 3 clusters Score -989493.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -989507.437500 Penalty: 4475.789551
	Iteration 26Q: 3 clusters Score -989507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -989519.562500 Penalty: 4475.789551
	Iteration 27Q: 3 clusters Score -989519.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -989529.937500 Penalty: 4475.789551
	Iteration 28Q: 3 clusters Score -989529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -989537.250000 Penalty: 4475.789551
	Iteration 29Q: 3 clusters Score -989537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -989550.187500 Penalty: 4475.789551
	Iteration 30Q: 3 clusters Score -989550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -989556.687500 Penalty: 4475.789551
	Iteration 31Q: 3 clusters Score -989556.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -989568.687500 Penalty: 4475.789551
	Iteration 32Q: 3 clusters Score -989568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -989578.750000 Penalty: 4475.789551
	Iteration 33Q: 3 clusters Score -989578.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -989586.750000 Penalty: 4475.789551
	Iteration 34Q: 3 clusters Score -989586.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -989594.437500 Penalty: 4475.789551
	Iteration 35Q: 3 clusters Score -989594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -989595.687500 Penalty: 4475.789551
	Iteration 36Q: 3 clusters Score -989595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -989597.750000 Penalty: 4475.789551
	Iteration 37Q: 3 clusters Score -989597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -989602.875000 Penalty: 4475.789551
	Iteration 38Q: 3 clusters Score -989602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -989604.937500 Penalty: 4475.789551
	Iteration 39Q: 3 clusters Score -989604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -989605.500000 Penalty: 4475.789551
	Iteration 40F: 3 clusters Score -989605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -989604.312500 Penalty: 4475.789551
	Iteration 41Q: 3 clusters Score -989604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -989606.000000 Penalty: 4475.789551
	Iteration 42Q: 3 clusters Score -989606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -989609.687500 Penalty: 4475.789551
	Iteration 43Q: 3 clusters Score -989609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -989610.937500 Penalty: 4475.789551
	Iteration 44Q: 3 clusters Score -989610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -989610.937500 Penalty: 4475.789551
	Iteration 45F: 3 clusters Score -989610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Entering Unmasked Estep 
Score: -21481454.000000 Penalty: 2991.115234
	Iteration 0F: 2 clusters Score -2.148145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -21368074.000000 Penalty: 5982.230469
	Iteration 0F: 3 clusters Score -2.136807e+07 nChanged 82520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -21416898.000000 Penalty: 5982.230469
	Iteration 1F: 3 clusters Score -2.14169e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -21419366.000000 Penalty: 5982.230469
	Iteration 2Q: 3 clusters Score -2.141937e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -21423600.000000 Penalty: 5982.230469
	Iteration 3F: 3 clusters Score -2.14236e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115890 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -21430638.000000 Penalty: 5982.230469
	Iteration 4F: 3 clusters Score -2.143064e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128500 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -21441110.000000 Penalty: 5982.230469
	Iteration 5F: 3 clusters Score -2.144111e+07 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142010 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -21453472.000000 Penalty: 5982.230469
	Iteration 6F: 3 clusters Score -2.145347e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -21464636.000000 Penalty: 5982.230469
	Iteration 7F: 3 clusters Score -2.146464e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162589 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -21471646.000000 Penalty: 5982.230469
	Iteration 8F: 3 clusters Score -2.147165e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -21475690.000000 Penalty: 5982.230469
	Iteration 9Q: 3 clusters Score -2.147569e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170437 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21477490.000000 Penalty: 5982.230469
	Iteration 10Q: 3 clusters Score -2.147749e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171615 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -21478276.000000 Penalty: 5982.230469
	Iteration 11Q: 3 clusters Score -2.147828e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172083 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21478654.000000 Penalty: 5982.230469
	Iteration 12Q: 3 clusters Score -2.147865e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172304 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21478724.000000 Penalty: 5982.230469
	Iteration 13Q: 3 clusters Score -2.147872e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21478794.000000 Penalty: 5982.230469
	Iteration 14Q: 3 clusters Score -2.147879e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172453 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21478854.000000 Penalty: 5982.230469
	Iteration 15Q: 3 clusters Score -2.147885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21478914.000000 Penalty: 5982.230469
	Iteration 16Q: 3 clusters Score -2.147891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21478942.000000 Penalty: 5982.230469
	Iteration 17Q: 3 clusters Score -2.147894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21478972.000000 Penalty: 5982.230469
	Iteration 18Q: 3 clusters Score -2.147897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21478982.000000 Penalty: 5982.230469
	Iteration 19Q: 3 clusters Score -2.147898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21478992.000000 Penalty: 5982.230469
	Iteration 20F: 3 clusters Score -2.147899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21479000.000000 Penalty: 5982.230469
	Iteration 21Q: 3 clusters Score -2.1479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21479000.000000 Penalty: 5982.230469
	Iteration 22Q: 3 clusters Score -2.1479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172568 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21479002.000000 Penalty: 5982.230469
	Iteration 23Q: 3 clusters Score -2.1479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21479000.000000 Penalty: 5982.230469
	Iteration 24Q: 3 clusters Score -2.1479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172571 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21479006.000000 Penalty: 5982.230469
	Iteration 25Q: 3 clusters Score -2.147901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21479028.000000 Penalty: 5982.230469
	Iteration 26Q: 3 clusters Score -2.147903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21479030.000000 Penalty: 5982.230469
	Iteration 27Q: 3 clusters Score -2.147903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21479040.000000 Penalty: 5982.230469
	Iteration 28Q: 3 clusters Score -2.147904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172577 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21479044.000000 Penalty: 5982.230469
	Iteration 29Q: 3 clusters Score -2.147904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172577 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21479032.000000 Penalty: 5982.230469
	Iteration 30Q: 3 clusters Score -2.147903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172577 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21479032.000000 Penalty: 5982.230469
	Iteration 31Q: 3 clusters Score -2.147903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172578 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21479046.000000 Penalty: 5982.230469
	Iteration 32Q: 3 clusters Score -2.147905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172578 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21479050.000000 Penalty: 5982.230469
	Iteration 33Q: 3 clusters Score -2.147905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172578 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21479050.000000 Penalty: 5982.230469
	Iteration 34F: 3 clusters Score -2.147905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -767897.375000 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -767897.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -762410.187500 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -762410.2 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -763805.375000 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -763805.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -764033.812500 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -764033.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -764187.000000 Penalty: 4358.385254
	Iteration 3Q: 3 clusters Score -764187 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -764319.250000 Penalty: 4358.385254
	Iteration 4Q: 3 clusters Score -764319.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -764454.750000 Penalty: 4358.385254
	Iteration 5Q: 3 clusters Score -764454.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -764626.000000 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -764626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -764837.375000 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -764837.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -765067.562500 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -765067.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -765335.562500 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -765335.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -765621.937500 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -765621.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -765836.500000 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -765836.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -766044.437500 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -766044.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -766181.062500 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -766181.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -766286.812500 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -766286.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -766355.562500 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -766355.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -766424.937500 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -766424.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -766491.375000 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -766491.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -766534.625000 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -766534.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -766581.875000 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -766581.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -766630.437500 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -766630.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -766668.062500 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -766668.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -766702.312500 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -766702.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -766725.000000 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -766725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -766741.000000 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -766741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -766755.375000 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -766755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -766768.125000 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -766768.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -766776.812500 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -766776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -766782.750000 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -766782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -766787.000000 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -766787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -766792.437500 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -766792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -766794.812500 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -766794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -766796.187500 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -766796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -766798.187500 Penalty: 4358.385254
	Iteration 33Q: 3 clusters Score -766798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -766801.125000 Penalty: 4358.385254
	Iteration 34Q: 3 clusters Score -766801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -766799.875000 Penalty: 4358.385254
	Iteration 35Q: 3 clusters Score -766799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -766801.250000 Penalty: 4358.385254
	Iteration 36Q: 3 clusters Score -766801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -766802.562500 Penalty: 4358.385254
	Iteration 37Q: 3 clusters Score -766802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -766803.437500 Penalty: 4358.385254
	Iteration 38Q: 3 clusters Score -766803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -766803.875000 Penalty: 4358.385254
	Iteration 39Q: 3 clusters Score -766803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -766804.375000 Penalty: 4358.385254
	Iteration 40F: 3 clusters Score -766804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -766804.812500 Penalty: 4358.385254
	Iteration 41Q: 3 clusters Score -766804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -766804.812500 Penalty: 4358.385254
	Iteration 42F: 3 clusters Score -766804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Entering Unmasked Estep 
Score: -3931339.750000 Penalty: 2573.322266
	Iteration 0F: 2 clusters Score -3931340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3909432.000000 Penalty: 5146.644531
	Iteration 0F: 3 clusters Score -3909432 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3917605.500000 Penalty: 5146.644531
	Iteration 1F: 3 clusters Score -3917606 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3918347.250000 Penalty: 5146.644531
	Iteration 2F: 3 clusters Score -3918347 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3919205.750000 Penalty: 5146.644531
	Iteration 3F: 3 clusters Score -3919206 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3920411.750000 Penalty: 5146.644531
	Iteration 4F: 3 clusters Score -3920412 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3921981.750000 Penalty: 5146.644531
	Iteration 5F: 3 clusters Score -3921982 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3923740.000000 Penalty: 5146.644531
	Iteration 6F: 3 clusters Score -3923740 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3925422.750000 Penalty: 5146.644531
	Iteration 7F: 3 clusters Score -3925423 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3926801.750000 Penalty: 5146.644531
	Iteration 8F: 3 clusters Score -3926802 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3927814.750000 Penalty: 5146.644531
	Iteration 9Q: 3 clusters Score -3927815 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3928437.000000 Penalty: 5146.644531
	Iteration 10Q: 3 clusters Score -3928437 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3928821.250000 Penalty: 5146.644531
	Iteration 11Q: 3 clusters Score -3928821 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3929030.000000 Penalty: 5146.644531
	Iteration 12Q: 3 clusters Score -3929030 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3929155.500000 Penalty: 5146.644531
	Iteration 13Q: 3 clusters Score -3929156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3929210.750000 Penalty: 5146.644531
	Iteration 14Q: 3 clusters Score -3929211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3929264.000000 Penalty: 5146.644531
	Iteration 15Q: 3 clusters Score -3929264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3929283.000000 Penalty: 5146.644531
	Iteration 16Q: 3 clusters Score -3929283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3929292.250000 Penalty: 5146.644531
	Iteration 17Q: 3 clusters Score -3929292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3929313.500000 Penalty: 5146.644531
	Iteration 18Q: 3 clusters Score -3929314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3929317.500000 Penalty: 5146.644531
	Iteration 19Q: 3 clusters Score -3929318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3929324.500000 Penalty: 5146.644531
	Iteration 20F: 3 clusters Score -3929324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3929328.000000 Penalty: 5146.644531
	Iteration 21Q: 3 clusters Score -3929328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3929329.250000 Penalty: 5146.644531
	Iteration 22Q: 3 clusters Score -3929329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3929331.250000 Penalty: 5146.644531
	Iteration 23Q: 3 clusters Score -3929331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3929328.750000 Penalty: 5146.644531
	Iteration 24Q: 3 clusters Score -3929329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3929332.500000 Penalty: 5146.644531
	Iteration 25Q: 3 clusters Score -3929332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3929332.500000 Penalty: 5146.644531
	Iteration 26F: 3 clusters Score -3929332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Entering Unmasked Estep 
Score: -2526618.750000 Penalty: 2464.512451
	Iteration 0F: 2 clusters Score -2526619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2512094.750000 Penalty: 4929.024902
	Iteration 0F: 3 clusters Score -2512095 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2517233.750000 Penalty: 4929.024902
	Iteration 1F: 3 clusters Score -2517234 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2517965.500000 Penalty: 4929.024902
	Iteration 2F: 3 clusters Score -2517966 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2518907.500000 Penalty: 4929.024902
	Iteration 3F: 3 clusters Score -2518908 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2520056.250000 Penalty: 4929.024902
	Iteration 4F: 3 clusters Score -2520056 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2521262.000000 Penalty: 4929.024902
	Iteration 5F: 3 clusters Score -2521262 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2522318.250000 Penalty: 4929.024902
	Iteration 6F: 3 clusters Score -2522318 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2523117.250000 Penalty: 4929.024902
	Iteration 7F: 3 clusters Score -2523117 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2523601.750000 Penalty: 4929.024902
	Iteration 8Q: 3 clusters Score -2523602 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2523914.750000 Penalty: 4929.024902
	Iteration 9Q: 3 clusters Score -2523915 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2524159.250000 Penalty: 4929.024902
	Iteration 10Q: 3 clusters Score -2524159 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2524335.250000 Penalty: 4929.024902
	Iteration 11Q: 3 clusters Score -2524335 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2524495.250000 Penalty: 4929.024902
	Iteration 12Q: 3 clusters Score -2524495 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2524599.250000 Penalty: 4929.024902
	Iteration 13Q: 3 clusters Score -2524599 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2524677.500000 Penalty: 4929.024902
	Iteration 14Q: 3 clusters Score -2524678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2524750.250000 Penalty: 4929.024902
	Iteration 15Q: 3 clusters Score -2524750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2524802.500000 Penalty: 4929.024902
	Iteration 16Q: 3 clusters Score -2524802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2524852.750000 Penalty: 4929.024902
	Iteration 17Q: 3 clusters Score -2524853 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2524884.250000 Penalty: 4929.024902
	Iteration 18Q: 3 clusters Score -2524884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2524914.250000 Penalty: 4929.024902
	Iteration 19Q: 3 clusters Score -2524914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2524940.000000 Penalty: 4929.024902
	Iteration 20F: 3 clusters Score -2524940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2524955.500000 Penalty: 4929.024902
	Iteration 21Q: 3 clusters Score -2524956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2524972.750000 Penalty: 4929.024902
	Iteration 22Q: 3 clusters Score -2524973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2524978.750000 Penalty: 4929.024902
	Iteration 23Q: 3 clusters Score -2524979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2524989.500000 Penalty: 4929.024902
	Iteration 24Q: 3 clusters Score -2524990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2524999.750000 Penalty: 4929.024902
	Iteration 25Q: 3 clusters Score -2525000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2525017.250000 Penalty: 4929.024902
	Iteration 26Q: 3 clusters Score -2525017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2525027.250000 Penalty: 4929.024902
	Iteration 27Q: 3 clusters Score -2525027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2525046.500000 Penalty: 4929.024902
	Iteration 28Q: 3 clusters Score -2525046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2525053.000000 Penalty: 4929.024902
	Iteration 29Q: 3 clusters Score -2525053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2525056.750000 Penalty: 4929.024902
	Iteration 30Q: 3 clusters Score -2525057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2525065.500000 Penalty: 4929.024902
	Iteration 31Q: 3 clusters Score -2525066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2525067.750000 Penalty: 4929.024902
	Iteration 32Q: 3 clusters Score -2525068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2525069.000000 Penalty: 4929.024902
	Iteration 33Q: 3 clusters Score -2525069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2525071.500000 Penalty: 4929.024902
	Iteration 34Q: 3 clusters Score -2525072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2525076.750000 Penalty: 4929.024902
	Iteration 35Q: 3 clusters Score -2525077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2525083.250000 Penalty: 4929.024902
	Iteration 36Q: 3 clusters Score -2525083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2525085.250000 Penalty: 4929.024902
	Iteration 37Q: 3 clusters Score -2525085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2525089.000000 Penalty: 4929.024902
	Iteration 38Q: 3 clusters Score -2525089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2525091.000000 Penalty: 4929.024902
	Iteration 39Q: 3 clusters Score -2525091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2525097.500000 Penalty: 4929.024902
	Iteration 40F: 3 clusters Score -2525098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2525099.750000 Penalty: 4929.024902
	Iteration 41Q: 3 clusters Score -2525100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2525097.750000 Penalty: 4929.024902
	Iteration 42Q: 3 clusters Score -2525098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2525103.500000 Penalty: 4929.024902
	Iteration 43Q: 3 clusters Score -2525104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2525106.500000 Penalty: 4929.024902
	Iteration 44Q: 3 clusters Score -2525106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2525111.250000 Penalty: 4929.024902
	Iteration 45Q: 3 clusters Score -2525111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2525108.750000 Penalty: 4929.024902
	Iteration 46Q: 3 clusters Score -2525109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2525108.750000 Penalty: 4929.024902
	Iteration 47Q: 3 clusters Score -2525109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2525108.000000 Penalty: 4929.024902
	Iteration 48Q: 3 clusters Score -2525108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2525110.500000 Penalty: 4929.024902
	Iteration 49Q: 3 clusters Score -2525110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2525112.500000 Penalty: 4929.024902
	Iteration 50Q: 3 clusters Score -2525112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2525112.500000 Penalty: 4929.024902
	Iteration 51F: 3 clusters Score -2525112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Entering Unmasked Estep 
Score: -3673518.750000 Penalty: 2555.783936
	Iteration 0F: 2 clusters Score -3673519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3652957.000000 Penalty: 5111.567871
	Iteration 0F: 3 clusters Score -3652957 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3660182.250000 Penalty: 5111.567871
	Iteration 1F: 3 clusters Score -3660182 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3660747.750000 Penalty: 5111.567871
	Iteration 2Q: 3 clusters Score -3660748 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3661444.000000 Penalty: 5111.567871
	Iteration 3F: 3 clusters Score -3661444 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3662279.250000 Penalty: 5111.567871
	Iteration 4F: 3 clusters Score -3662279 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3663252.750000 Penalty: 5111.567871
	Iteration 5F: 3 clusters Score -3663253 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3664423.750000 Penalty: 5111.567871
	Iteration 6F: 3 clusters Score -3664424 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3665731.000000 Penalty: 5111.567871
	Iteration 7F: 3 clusters Score -3665731 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3666983.500000 Penalty: 5111.567871
	Iteration 8F: 3 clusters Score -3666984 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3668107.250000 Penalty: 5111.567871
	Iteration 9F: 3 clusters Score -3668107 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3669120.750000 Penalty: 5111.567871
	Iteration 10Q: 3 clusters Score -3669121 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3669818.250000 Penalty: 5111.567871
	Iteration 11Q: 3 clusters Score -3669818 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3670316.500000 Penalty: 5111.567871
	Iteration 12Q: 3 clusters Score -3670316 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3670632.500000 Penalty: 5111.567871
	Iteration 13Q: 3 clusters Score -3670632 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3670890.250000 Penalty: 5111.567871
	Iteration 14Q: 3 clusters Score -3670890 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3671061.750000 Penalty: 5111.567871
	Iteration 15Q: 3 clusters Score -3671062 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3671185.750000 Penalty: 5111.567871
	Iteration 16Q: 3 clusters Score -3671186 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3671270.000000 Penalty: 5111.567871
	Iteration 17Q: 3 clusters Score -3671270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3671313.000000 Penalty: 5111.567871
	Iteration 18Q: 3 clusters Score -3671313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3671336.750000 Penalty: 5111.567871
	Iteration 19Q: 3 clusters Score -3671337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3671363.250000 Penalty: 5111.567871
	Iteration 20F: 3 clusters Score -3671363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3671372.000000 Penalty: 5111.567871
	Iteration 21Q: 3 clusters Score -3671372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3671382.000000 Penalty: 5111.567871
	Iteration 22Q: 3 clusters Score -3671382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3671398.500000 Penalty: 5111.567871
	Iteration 23Q: 3 clusters Score -3671398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3671411.500000 Penalty: 5111.567871
	Iteration 24Q: 3 clusters Score -3671412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3671415.500000 Penalty: 5111.567871
	Iteration 25Q: 3 clusters Score -3671416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3671421.000000 Penalty: 5111.567871
	Iteration 26Q: 3 clusters Score -3671421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3671424.500000 Penalty: 5111.567871
	Iteration 27Q: 3 clusters Score -3671424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3671431.000000 Penalty: 5111.567871
	Iteration 28Q: 3 clusters Score -3671431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3671430.250000 Penalty: 5111.567871
	Iteration 29Q: 3 clusters Score -3671430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3671429.750000 Penalty: 5111.567871
	Iteration 30Q: 3 clusters Score -3671430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3671429.250000 Penalty: 5111.567871
	Iteration 31Q: 3 clusters Score -3671429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3671428.750000 Penalty: 5111.567871
	Iteration 32Q: 3 clusters Score -3671429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3671428.750000 Penalty: 5111.567871
	Iteration 33F: 3 clusters Score -3671429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Entering Unmasked Estep 
Score: -5365565.500000 Penalty: 2659.042236
	Iteration 0F: 2 clusters Score -5365566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5335035.500000 Penalty: 5318.084473
	Iteration 0F: 3 clusters Score -5335036 nChanged 20777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5346568.000000 Penalty: 5318.084473
	Iteration 1F: 3 clusters Score -5346568 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5347350.000000 Penalty: 5318.084473
	Iteration 2Q: 3 clusters Score -5347350 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5348376.500000 Penalty: 5318.084473
	Iteration 3Q: 3 clusters Score -5348376 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5349532.500000 Penalty: 5318.084473
	Iteration 4Q: 3 clusters Score -5349532 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5351074.000000 Penalty: 5318.084473
	Iteration 5F: 3 clusters Score -5351074 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5353079.500000 Penalty: 5318.084473
	Iteration 6F: 3 clusters Score -5353080 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -5355264.000000 Penalty: 5318.084473
	Iteration 7F: 3 clusters Score -5355264 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5357397.000000 Penalty: 5318.084473
	Iteration 8F: 3 clusters Score -5357397 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5359209.500000 Penalty: 5318.084473
	Iteration 9F: 3 clusters Score -5359210 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -5360604.000000 Penalty: 5318.084473
	Iteration 10Q: 3 clusters Score -5360604 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5361565.000000 Penalty: 5318.084473
	Iteration 11Q: 3 clusters Score -5361565 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5362174.000000 Penalty: 5318.084473
	Iteration 12Q: 3 clusters Score -5362174 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5362575.500000 Penalty: 5318.084473
	Iteration 13Q: 3 clusters Score -5362576 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -5362870.000000 Penalty: 5318.084473
	Iteration 14Q: 3 clusters Score -5362870 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -5363107.500000 Penalty: 5318.084473
	Iteration 15Q: 3 clusters Score -5363108 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -5363273.000000 Penalty: 5318.084473
	Iteration 16Q: 3 clusters Score -5363273 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5363375.000000 Penalty: 5318.084473
	Iteration 17Q: 3 clusters Score -5363375 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -5363497.000000 Penalty: 5318.084473
	Iteration 18Q: 3 clusters Score -5363497 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -5363566.500000 Penalty: 5318.084473
	Iteration 19Q: 3 clusters Score -5363566 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -5363630.000000 Penalty: 5318.084473
	Iteration 20F: 3 clusters Score -5363630 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -5363682.000000 Penalty: 5318.084473
	Iteration 21Q: 3 clusters Score -5363682 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -5363746.500000 Penalty: 5318.084473
	Iteration 22Q: 3 clusters Score -5363746 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -5363817.000000 Penalty: 5318.084473
	Iteration 23Q: 3 clusters Score -5363817 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -5363845.000000 Penalty: 5318.084473
	Iteration 24Q: 3 clusters Score -5363845 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -5363891.500000 Penalty: 5318.084473
	Iteration 25Q: 3 clusters Score -5363892 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -5363930.000000 Penalty: 5318.084473
	Iteration 26Q: 3 clusters Score -5363930 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -5363961.000000 Penalty: 5318.084473
	Iteration 27Q: 3 clusters Score -5363961 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5364003.000000 Penalty: 5318.084473
	Iteration 28Q: 3 clusters Score -5364003 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -5364043.000000 Penalty: 5318.084473
	Iteration 29Q: 3 clusters Score -5364043 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5364072.000000 Penalty: 5318.084473
	Iteration 30Q: 3 clusters Score -5364072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5364125.000000 Penalty: 5318.084473
	Iteration 31Q: 3 clusters Score -5364125 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -5364168.000000 Penalty: 5318.084473
	Iteration 32Q: 3 clusters Score -5364168 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5364205.500000 Penalty: 5318.084473
	Iteration 33Q: 3 clusters Score -5364206 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -5364247.000000 Penalty: 5318.084473
	Iteration 34Q: 3 clusters Score -5364247 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -5364280.500000 Penalty: 5318.084473
	Iteration 35Q: 3 clusters Score -5364280 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -5364306.500000 Penalty: 5318.084473
	Iteration 36Q: 3 clusters Score -5364306 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5364355.000000 Penalty: 5318.084473
	Iteration 37Q: 3 clusters Score -5364355 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5364359.500000 Penalty: 5318.084473
	Iteration 38Q: 3 clusters Score -5364360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -5364384.500000 Penalty: 5318.084473
	Iteration 39Q: 3 clusters Score -5364384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5364403.500000 Penalty: 5318.084473
	Iteration 40F: 3 clusters Score -5364404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -5364405.000000 Penalty: 5318.084473
	Iteration 41Q: 3 clusters Score -5364405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -5364426.000000 Penalty: 5318.084473
	Iteration 42Q: 3 clusters Score -5364426 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5364450.000000 Penalty: 5318.084473
	Iteration 43Q: 3 clusters Score -5364450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5364437.500000 Penalty: 5318.084473
	Iteration 44Q: 3 clusters Score -5364438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5364453.000000 Penalty: 5318.084473
	Iteration 45Q: 3 clusters Score -5364453 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -5364453.000000 Penalty: 5318.084473
	Iteration 46Q: 3 clusters Score -5364453 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5364466.000000 Penalty: 5318.084473
	Iteration 47Q: 3 clusters Score -5364466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5364462.000000 Penalty: 5318.084473
	Iteration 48Q: 3 clusters Score -5364462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -5364475.000000 Penalty: 5318.084473
	Iteration 49Q: 3 clusters Score -5364475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5364478.500000 Penalty: 5318.084473
	Iteration 50Q: 3 clusters Score -5364478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5364476.000000 Penalty: 5318.084473
	Iteration 51Q: 3 clusters Score -5364476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -5364481.000000 Penalty: 5318.084473
	Iteration 52Q: 3 clusters Score -5364481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5364489.000000 Penalty: 5318.084473
	Iteration 53Q: 3 clusters Score -5364489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5364512.000000 Penalty: 5318.084473
	Iteration 54Q: 3 clusters Score -5364512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -5364517.500000 Penalty: 5318.084473
	Iteration 55Q: 3 clusters Score -5364518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5364518.500000 Penalty: 5318.084473
	Iteration 56Q: 3 clusters Score -5364518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5364538.000000 Penalty: 5318.084473
	Iteration 57Q: 3 clusters Score -5364538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5364540.000000 Penalty: 5318.084473
	Iteration 58Q: 3 clusters Score -5364540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5364537.000000 Penalty: 5318.084473
	Iteration 59Q: 3 clusters Score -5364537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5364543.500000 Penalty: 5318.084473
	Iteration 60F: 3 clusters Score -5364544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5364539.000000 Penalty: 5318.084473
	Iteration 61Q: 3 clusters Score -5364539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -5364548.500000 Penalty: 5318.084473
	Iteration 62Q: 3 clusters Score -5364548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -5364555.500000 Penalty: 5318.084473
	Iteration 63Q: 3 clusters Score -5364556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -5364549.500000 Penalty: 5318.084473
	Iteration 64Q: 3 clusters Score -5364550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -5364549.500000 Penalty: 5318.084473
	Iteration 65Q: 3 clusters Score -5364550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5364551.500000 Penalty: 5318.084473
	Iteration 66Q: 3 clusters Score -5364552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5364554.000000 Penalty: 5318.084473
	Iteration 67Q: 3 clusters Score -5364554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5364555.000000 Penalty: 5318.084473
	Iteration 68Q: 3 clusters Score -5364555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5364552.000000 Penalty: 5318.084473
	Iteration 69Q: 3 clusters Score -5364552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5364552.500000 Penalty: 5318.084473
	Iteration 70Q: 3 clusters Score -5364552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -5364559.500000 Penalty: 5318.084473
	Iteration 71Q: 3 clusters Score -5364560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5364566.500000 Penalty: 5318.084473
	Iteration 72Q: 3 clusters Score -5364566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5364561.500000 Penalty: 5318.084473
	Iteration 73Q: 3 clusters Score -5364562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -5364553.500000 Penalty: 5318.084473
	Iteration 74Q: 3 clusters Score -5364554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5364558.500000 Penalty: 5318.084473
	Iteration 75Q: 3 clusters Score -5364558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5364560.500000 Penalty: 5318.084473
	Iteration 76Q: 3 clusters Score -5364560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5364566.500000 Penalty: 5318.084473
	Iteration 77Q: 3 clusters Score -5364566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -5364559.000000 Penalty: 5318.084473
	Iteration 78Q: 3 clusters Score -5364559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5364558.500000 Penalty: 5318.084473
	Iteration 79Q: 3 clusters Score -5364558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5364561.000000 Penalty: 5318.084473
	Iteration 80F: 3 clusters Score -5364561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5364563.000000 Penalty: 5318.084473
	Iteration 81Q: 3 clusters Score -5364563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5364563.000000 Penalty: 5318.084473
	Iteration 82F: 3 clusters Score -5364563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -132287.578125 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -132287.6 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 617 members 
Entering Unmasked Estep 
Score: -130217.335938 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -130217.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130630.992188 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -130631 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -130844.515625 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -130844.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131002.546875 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -131002.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -131170.500000 Penalty: 3522.431396
	Iteration 4F: 3 clusters Score -131170.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131333.906250 Penalty: 3522.431396
	Iteration 5F: 3 clusters Score -131333.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131495.515625 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -131495.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131726.343750 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -131726.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131930.812500 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -131930.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132061.312500 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -132061.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -132150.875000 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -132150.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132198.125000 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -132198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132235.406250 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -132235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132261.906250 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -132261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132273.031250 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -132273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132279.234375 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -132279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132294.062500 Penalty: 3522.431396
	Iteration 16Q: 3 clusters Score -132294.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132315.750000 Penalty: 3522.431396
	Iteration 17Q: 3 clusters Score -132315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132343.515625 Penalty: 3522.431396
	Iteration 18Q: 3 clusters Score -132343.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132371.671875 Penalty: 3522.431396
	Iteration 19Q: 3 clusters Score -132371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132394.578125 Penalty: 3522.431396
	Iteration 20F: 3 clusters Score -132394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132421.765625 Penalty: 3522.431396
	Iteration 21Q: 3 clusters Score -132421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132431.546875 Penalty: 3522.431396
	Iteration 22Q: 3 clusters Score -132431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -132440.281250 Penalty: 3522.431396
	Iteration 23Q: 3 clusters Score -132440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132441.578125 Penalty: 3522.431396
	Iteration 24Q: 3 clusters Score -132441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132441.578125 Penalty: 3522.431396
	Iteration 25F: 3 clusters Score -132441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169888 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34703 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172983 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169309 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184001 members 
Mstep: Class 22 contains 30675 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 563 members 
Entering Unmasked Estep 
Score: -124251280.000000 Penalty: 96178.070312
Splitting cluster 15 changes total score from -124252640.000000 to -124251280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -837635.812500 Penalty: 2196.451904
	Iteration 0F: 2 clusters Score -837635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -831879.687500 Penalty: 4392.903809
	Iteration 0F: 3 clusters Score -831879.7 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -833375.750000 Penalty: 4392.903809
	Iteration 1F: 3 clusters Score -833375.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -833684.812500 Penalty: 4392.903809
	Iteration 2F: 3 clusters Score -833684.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -833929.062500 Penalty: 4392.903809
	Iteration 3F: 3 clusters Score -833929.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -834139.500000 Penalty: 4392.903809
	Iteration 4Q: 3 clusters Score -834139.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -834340.750000 Penalty: 4392.903809
	Iteration 5Q: 3 clusters Score -834340.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -834554.125000 Penalty: 4392.903809
	Iteration 6Q: 3 clusters Score -834554.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -834746.625000 Penalty: 4392.903809
	Iteration 7Q: 3 clusters Score -834746.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -834936.312500 Penalty: 4392.903809
	Iteration 8Q: 3 clusters Score -834936.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -835119.125000 Penalty: 4392.903809
	Iteration 9Q: 3 clusters Score -835119.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -835282.750000 Penalty: 4392.903809
	Iteration 10Q: 3 clusters Score -835282.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -835392.937500 Penalty: 4392.903809
	Iteration 11Q: 3 clusters Score -835392.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -835474.687500 Penalty: 4392.903809
	Iteration 12Q: 3 clusters Score -835474.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -835536.437500 Penalty: 4392.903809
	Iteration 13Q: 3 clusters Score -835536.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -835585.750000 Penalty: 4392.903809
	Iteration 14Q: 3 clusters Score -835585.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -835631.500000 Penalty: 4392.903809
	Iteration 15Q: 3 clusters Score -835631.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -835672.875000 Penalty: 4392.903809
	Iteration 16Q: 3 clusters Score -835672.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -835704.500000 Penalty: 4392.903809
	Iteration 17Q: 3 clusters Score -835704.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -835727.937500 Penalty: 4392.903809
	Iteration 18Q: 3 clusters Score -835727.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -835743.000000 Penalty: 4392.903809
	Iteration 19Q: 3 clusters Score -835743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -835756.812500 Penalty: 4392.903809
	Iteration 20F: 3 clusters Score -835756.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -835773.312500 Penalty: 4392.903809
	Iteration 21Q: 3 clusters Score -835773.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -835794.687500 Penalty: 4392.903809
	Iteration 22Q: 3 clusters Score -835794.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -835816.437500 Penalty: 4392.903809
	Iteration 23Q: 3 clusters Score -835816.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -835836.312500 Penalty: 4392.903809
	Iteration 24Q: 3 clusters Score -835836.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -835858.875000 Penalty: 4392.903809
	Iteration 25Q: 3 clusters Score -835858.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -835872.875000 Penalty: 4392.903809
	Iteration 26Q: 3 clusters Score -835872.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -835882.937500 Penalty: 4392.903809
	Iteration 27Q: 3 clusters Score -835882.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -835888.875000 Penalty: 4392.903809
	Iteration 28Q: 3 clusters Score -835888.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -835895.187500 Penalty: 4392.903809
	Iteration 29Q: 3 clusters Score -835895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -835905.250000 Penalty: 4392.903809
	Iteration 30Q: 3 clusters Score -835905.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -835911.812500 Penalty: 4392.903809
	Iteration 31Q: 3 clusters Score -835911.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -835915.875000 Penalty: 4392.903809
	Iteration 32Q: 3 clusters Score -835915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -835917.500000 Penalty: 4392.903809
	Iteration 33Q: 3 clusters Score -835917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -835918.875000 Penalty: 4392.903809
	Iteration 34Q: 3 clusters Score -835918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -835921.375000 Penalty: 4392.903809
	Iteration 35Q: 3 clusters Score -835921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -835921.375000 Penalty: 4392.903809
	Iteration 36F: 3 clusters Score -835921.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169309 members 
Entering Unmasked Estep 
Score: -20620998.000000 Penalty: 2985.791260
	Iteration 0F: 2 clusters Score -2.0621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -20508830.000000 Penalty: 5971.582520
	Iteration 0F: 3 clusters Score -2.050883e+07 nChanged 81298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -20557170.000000 Penalty: 5971.582520
	Iteration 1F: 3 clusters Score -2.055717e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -20559056.000000 Penalty: 5971.582520
	Iteration 2Q: 3 clusters Score -2.055906e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -20561944.000000 Penalty: 5971.582520
	Iteration 3Q: 3 clusters Score -2.056194e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -20566098.000000 Penalty: 5971.582520
	Iteration 4F: 3 clusters Score -2.05661e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -20571808.000000 Penalty: 5971.582520
	Iteration 5F: 3 clusters Score -2.057181e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -20577768.000000 Penalty: 5971.582520
	Iteration 6F: 3 clusters Score -2.057777e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -20583400.000000 Penalty: 5971.582520
	Iteration 7F: 3 clusters Score -2.05834e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -20588026.000000 Penalty: 5971.582520
	Iteration 8F: 3 clusters Score -2.058803e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -20592136.000000 Penalty: 5971.582520
	Iteration 9Q: 3 clusters Score -2.059214e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 135638 members 
Entering Unmasked Estep 
Score: -20595964.000000 Penalty: 5971.582520
	Iteration 10Q: 3 clusters Score -2.059596e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -20600198.000000 Penalty: 5971.582520
	Iteration 11Q: 3 clusters Score -2.06002e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -20604594.000000 Penalty: 5971.582520
	Iteration 12Q: 3 clusters Score -2.060459e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -20608852.000000 Penalty: 5971.582520
	Iteration 13Q: 3 clusters Score -2.060885e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -20612574.000000 Penalty: 5971.582520
	Iteration 14Q: 3 clusters Score -2.061257e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -20615260.000000 Penalty: 5971.582520
	Iteration 15Q: 3 clusters Score -2.061526e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -20616686.000000 Penalty: 5971.582520
	Iteration 16Q: 3 clusters Score -2.061669e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 167145 members 
Entering Unmasked Estep 
Score: -20617538.000000 Penalty: 5971.582520
	Iteration 17Q: 3 clusters Score -2.061754e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -20618016.000000 Penalty: 5971.582520
	Iteration 18Q: 3 clusters Score -2.061802e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 167874 members 
Entering Unmasked Estep 
Score: -20618244.000000 Penalty: 5971.582520
	Iteration 19Q: 3 clusters Score -2.061824e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 167971 members 
Entering Unmasked Estep 
Score: -20618472.000000 Penalty: 5971.582520
	Iteration 20F: 3 clusters Score -2.061847e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -20618564.000000 Penalty: 5971.582520
	Iteration 21Q: 3 clusters Score -2.061856e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 168006 members 
Entering Unmasked Estep 
Score: -20618740.000000 Penalty: 5971.582520
	Iteration 22Q: 3 clusters Score -2.061874e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 168002 members 
Entering Unmasked Estep 
Score: -20618774.000000 Penalty: 5971.582520
	Iteration 23Q: 3 clusters Score -2.061877e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -20618794.000000 Penalty: 5971.582520
	Iteration 24Q: 3 clusters Score -2.061879e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -20618800.000000 Penalty: 5971.582520
	Iteration 25Q: 3 clusters Score -2.06188e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -20618826.000000 Penalty: 5971.582520
	Iteration 26Q: 3 clusters Score -2.061883e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 168021 members 
Entering Unmasked Estep 
Score: -20618896.000000 Penalty: 5971.582520
	Iteration 27Q: 3 clusters Score -2.06189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -20618872.000000 Penalty: 5971.582520
	Iteration 28Q: 3 clusters Score -2.061887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 168035 members 
Entering Unmasked Estep 
Score: -20618892.000000 Penalty: 5971.582520
	Iteration 29Q: 3 clusters Score -2.061889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 168040 members 
Entering Unmasked Estep 
Score: -20618886.000000 Penalty: 5971.582520
	Iteration 30Q: 3 clusters Score -2.061889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 168043 members 
Entering Unmasked Estep 
Score: -20618870.000000 Penalty: 5971.582520
	Iteration 31Q: 3 clusters Score -2.061887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -20618868.000000 Penalty: 5971.582520
	Iteration 32Q: 3 clusters Score -2.061887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -20618880.000000 Penalty: 5971.582520
	Iteration 33Q: 3 clusters Score -2.061888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -20618888.000000 Penalty: 5971.582520
	Iteration 34Q: 3 clusters Score -2.061889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 168057 members 
Entering Unmasked Estep 
Score: -20618886.000000 Penalty: 5971.582520
	Iteration 35Q: 3 clusters Score -2.061889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -20618900.000000 Penalty: 5971.582520
	Iteration 36Q: 3 clusters Score -2.06189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -20618920.000000 Penalty: 5971.582520
	Iteration 37Q: 3 clusters Score -2.061892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 168064 members 
Entering Unmasked Estep 
Score: -20618948.000000 Penalty: 5971.582520
	Iteration 38Q: 3 clusters Score -2.061895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -20618934.000000 Penalty: 5971.582520
	Iteration 39Q: 3 clusters Score -2.061893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 168071 members 
Entering Unmasked Estep 
Score: -20618906.000000 Penalty: 5971.582520
	Iteration 40F: 3 clusters Score -2.061891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 168074 members 
Entering Unmasked Estep 
Score: -20618918.000000 Penalty: 5971.582520
	Iteration 41Q: 3 clusters Score -2.061892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 168078 members 
Entering Unmasked Estep 
Score: -20618920.000000 Penalty: 5971.582520
	Iteration 42Q: 3 clusters Score -2.061892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 168079 members 
Entering Unmasked Estep 
Score: -20618898.000000 Penalty: 5971.582520
	Iteration 43Q: 3 clusters Score -2.06189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -20618916.000000 Penalty: 5971.582520
	Iteration 44Q: 3 clusters Score -2.061892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -20618914.000000 Penalty: 5971.582520
	Iteration 45Q: 3 clusters Score -2.061891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 168085 members 
Entering Unmasked Estep 
Score: -20618912.000000 Penalty: 5971.582520
	Iteration 46Q: 3 clusters Score -2.061891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -20618922.000000 Penalty: 5971.582520
	Iteration 47Q: 3 clusters Score -2.061892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -20618920.000000 Penalty: 5971.582520
	Iteration 48Q: 3 clusters Score -2.061892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -20618934.000000 Penalty: 5971.582520
	Iteration 49Q: 3 clusters Score -2.061893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20618950.000000 Penalty: 5971.582520
	Iteration 50Q: 3 clusters Score -2.061895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -20618958.000000 Penalty: 5971.582520
	Iteration 51Q: 3 clusters Score -2.061896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -20618968.000000 Penalty: 5971.582520
	Iteration 52Q: 3 clusters Score -2.061897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -20618960.000000 Penalty: 5971.582520
	Iteration 53Q: 3 clusters Score -2.061896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -20618944.000000 Penalty: 5971.582520
	Iteration 54Q: 3 clusters Score -2.061894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -20618942.000000 Penalty: 5971.582520
	Iteration 55Q: 3 clusters Score -2.061894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -20618948.000000 Penalty: 5971.582520
	Iteration 56Q: 3 clusters Score -2.061895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -20618956.000000 Penalty: 5971.582520
	Iteration 57Q: 3 clusters Score -2.061896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -20618960.000000 Penalty: 5971.582520
	Iteration 58Q: 3 clusters Score -2.061896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -20618966.000000 Penalty: 5971.582520
	Iteration 59Q: 3 clusters Score -2.061897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -20618964.000000 Penalty: 5971.582520
	Iteration 60F: 3 clusters Score -2.061896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -20618964.000000 Penalty: 5971.582520
	Iteration 61Q: 3 clusters Score -2.061896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 168100 members 
Entering Unmasked Estep 
Score: -20618962.000000 Penalty: 5971.582520
	Iteration 62Q: 3 clusters Score -2.061896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 168098 members 
Entering Unmasked Estep 
Score: -20618962.000000 Penalty: 5971.582520
	Iteration 63Q: 3 clusters Score -2.061896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 168100 members 
Entering Unmasked Estep 
Score: -20618950.000000 Penalty: 5971.582520
	Iteration 64Q: 3 clusters Score -2.061895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -20618956.000000 Penalty: 5971.582520
	Iteration 65Q: 3 clusters Score -2.061896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -20618952.000000 Penalty: 5971.582520
	Iteration 66Q: 3 clusters Score -2.061895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -20618960.000000 Penalty: 5971.582520
	Iteration 67Q: 3 clusters Score -2.061896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -20618950.000000 Penalty: 5971.582520
	Iteration 68Q: 3 clusters Score -2.061895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -20618962.000000 Penalty: 5971.582520
	Iteration 69Q: 3 clusters Score -2.061896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 168088 members 
Entering Unmasked Estep 
Score: -20618958.000000 Penalty: 5971.582520
	Iteration 70Q: 3 clusters Score -2.061896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 168092 members 
Entering Unmasked Estep 
Score: -20618960.000000 Penalty: 5971.582520
	Iteration 71Q: 3 clusters Score -2.061896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -20618948.000000 Penalty: 5971.582520
	Iteration 72Q: 3 clusters Score -2.061895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20618950.000000 Penalty: 5971.582520
	Iteration 73Q: 3 clusters Score -2.061895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20618950.000000 Penalty: 5971.582520
	Iteration 74Q: 3 clusters Score -2.061895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20618954.000000 Penalty: 5971.582520
	Iteration 75Q: 3 clusters Score -2.061895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20618952.000000 Penalty: 5971.582520
	Iteration 76Q: 3 clusters Score -2.061895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 168097 members 
Entering Unmasked Estep 
Score: -20618950.000000 Penalty: 5971.582520
	Iteration 77Q: 3 clusters Score -2.061895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -20618956.000000 Penalty: 5971.582520
	Iteration 78Q: 3 clusters Score -2.061896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20618964.000000 Penalty: 5971.582520
	Iteration 79Q: 3 clusters Score -2.061896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20618964.000000 Penalty: 5971.582520
	Iteration 80F: 3 clusters Score -2.061896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -1230124.500000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -1230124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1222473.250000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -1222473 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1224790.500000 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -1224790 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1225182.125000 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -1225182 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1225545.750000 Penalty: 4571.641113
	Iteration 3F: 3 clusters Score -1225546 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1225941.375000 Penalty: 4571.641113
	Iteration 4F: 3 clusters Score -1225941 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1226392.125000 Penalty: 4571.641113
	Iteration 5F: 3 clusters Score -1226392 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1226825.125000 Penalty: 4571.641113
	Iteration 6F: 3 clusters Score -1226825 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1227182.375000 Penalty: 4571.641113
	Iteration 7F: 3 clusters Score -1227182 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1227469.375000 Penalty: 4571.641113
	Iteration 8Q: 3 clusters Score -1227469 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1227673.750000 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -1227674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1227860.375000 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -1227860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1227994.750000 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -1227995 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1228089.125000 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -1228089 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1228160.125000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -1228160 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1228214.000000 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -1228214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1228258.875000 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -1228259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1228293.000000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -1228293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1228309.375000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -1228309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1228327.625000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -1228328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1228340.875000 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -1228341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1228358.125000 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -1228358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1228369.500000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -1228370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1228380.125000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -1228380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1228385.750000 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -1228386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1228396.875000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -1228397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1228404.125000 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -1228404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1228411.125000 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -1228411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1228417.375000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -1228417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1228424.750000 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -1228425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1228432.250000 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -1228432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1228435.375000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -1228435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1228443.250000 Penalty: 4571.641113
	Iteration 31Q: 3 clusters Score -1228443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1228446.375000 Penalty: 4571.641113
	Iteration 32Q: 3 clusters Score -1228446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1228451.875000 Penalty: 4571.641113
	Iteration 33Q: 3 clusters Score -1228452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1228450.875000 Penalty: 4571.641113
	Iteration 34Q: 3 clusters Score -1228451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1228455.000000 Penalty: 4571.641113
	Iteration 35Q: 3 clusters Score -1228455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1228458.000000 Penalty: 4571.641113
	Iteration 36Q: 3 clusters Score -1228458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1228461.625000 Penalty: 4571.641113
	Iteration 37Q: 3 clusters Score -1228462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1228464.125000 Penalty: 4571.641113
	Iteration 38Q: 3 clusters Score -1228464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1228465.875000 Penalty: 4571.641113
	Iteration 39Q: 3 clusters Score -1228466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1228471.500000 Penalty: 4571.641113
	Iteration 40F: 3 clusters Score -1228472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1228476.875000 Penalty: 4571.641113
	Iteration 41Q: 3 clusters Score -1228477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1228475.750000 Penalty: 4571.641113
	Iteration 42Q: 3 clusters Score -1228476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1228478.625000 Penalty: 4571.641113
	Iteration 43Q: 3 clusters Score -1228479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1228486.750000 Penalty: 4571.641113
	Iteration 44Q: 3 clusters Score -1228487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1228491.750000 Penalty: 4571.641113
	Iteration 45Q: 3 clusters Score -1228492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1228492.875000 Penalty: 4571.641113
	Iteration 46Q: 3 clusters Score -1228493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1228494.125000 Penalty: 4571.641113
	Iteration 47Q: 3 clusters Score -1228494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1228495.000000 Penalty: 4571.641113
	Iteration 48Q: 3 clusters Score -1228495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1228494.250000 Penalty: 4571.641113
	Iteration 49Q: 3 clusters Score -1228494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1228497.250000 Penalty: 4571.641113
	Iteration 50Q: 3 clusters Score -1228497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1228497.375000 Penalty: 4571.641113
	Iteration 51Q: 3 clusters Score -1228497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1228496.875000 Penalty: 4571.641113
	Iteration 52Q: 3 clusters Score -1228497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1228496.875000 Penalty: 4571.641113
	Iteration 53F: 3 clusters Score -1228497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -873250.937500 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -873250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -867435.250000 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -867435.2 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -868947.687500 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -868947.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -869204.750000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -869204.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -869414.062500 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -869414.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -869617.062500 Penalty: 4406.766602
	Iteration 4Q: 3 clusters Score -869617.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -869829.812500 Penalty: 4406.766602
	Iteration 5Q: 3 clusters Score -869829.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -870091.187500 Penalty: 4406.766602
	Iteration 6Q: 3 clusters Score -870091.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -870361.062500 Penalty: 4406.766602
	Iteration 7Q: 3 clusters Score -870361.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -870568.312500 Penalty: 4406.766602
	Iteration 8Q: 3 clusters Score -870568.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -870729.875000 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -870729.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -870860.250000 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -870860.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -870963.250000 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -870963.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -871067.875000 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -871067.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -871149.125000 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -871149.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -871243.937500 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -871243.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -871320.312500 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -871320.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -871396.687500 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -871396.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -871468.125000 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -871468.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -871522.875000 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -871522.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -871574.687500 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -871574.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -871608.312500 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -871608.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -871643.500000 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -871643.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -871675.437500 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -871675.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -871713.687500 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -871713.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -871744.437500 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -871744.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -871762.312500 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -871762.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -871774.312500 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -871774.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -871782.500000 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -871782.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -871792.937500 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -871792.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -871803.500000 Penalty: 4406.766602
	Iteration 29Q: 3 clusters Score -871803.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -871820.250000 Penalty: 4406.766602
	Iteration 30Q: 3 clusters Score -871820.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -871840.125000 Penalty: 4406.766602
	Iteration 31Q: 3 clusters Score -871840.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -871858.375000 Penalty: 4406.766602
	Iteration 32Q: 3 clusters Score -871858.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -871875.500000 Penalty: 4406.766602
	Iteration 33Q: 3 clusters Score -871875.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -871887.187500 Penalty: 4406.766602
	Iteration 34Q: 3 clusters Score -871887.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -871905.500000 Penalty: 4406.766602
	Iteration 35Q: 3 clusters Score -871905.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -871925.375000 Penalty: 4406.766602
	Iteration 36Q: 3 clusters Score -871925.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -871942.812500 Penalty: 4406.766602
	Iteration 37Q: 3 clusters Score -871942.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -871954.687500 Penalty: 4406.766602
	Iteration 38Q: 3 clusters Score -871954.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -871961.000000 Penalty: 4406.766602
	Iteration 39Q: 3 clusters Score -871961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -871966.750000 Penalty: 4406.766602
	Iteration 40F: 3 clusters Score -871966.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -871978.250000 Penalty: 4406.766602
	Iteration 41Q: 3 clusters Score -871978.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -871986.437500 Penalty: 4406.766602
	Iteration 42Q: 3 clusters Score -871986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -871990.812500 Penalty: 4406.766602
	Iteration 43Q: 3 clusters Score -871990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -871989.500000 Penalty: 4406.766602
	Iteration 44Q: 3 clusters Score -871989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -871991.375000 Penalty: 4406.766602
	Iteration 45Q: 3 clusters Score -871991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -871993.187500 Penalty: 4406.766602
	Iteration 46Q: 3 clusters Score -871993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -871993.312500 Penalty: 4406.766602
	Iteration 47Q: 3 clusters Score -871993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -871995.812500 Penalty: 4406.766602
	Iteration 48Q: 3 clusters Score -871995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -871999.562500 Penalty: 4406.766602
	Iteration 49Q: 3 clusters Score -871999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -872002.187500 Penalty: 4406.766602
	Iteration 50Q: 3 clusters Score -872002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -872004.375000 Penalty: 4406.766602
	Iteration 51Q: 3 clusters Score -872004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -872008.437500 Penalty: 4406.766602
	Iteration 52Q: 3 clusters Score -872008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -872011.250000 Penalty: 4406.766602
	Iteration 53Q: 3 clusters Score -872011.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -872015.937500 Penalty: 4406.766602
	Iteration 54Q: 3 clusters Score -872015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -872016.500000 Penalty: 4406.766602
	Iteration 55Q: 3 clusters Score -872016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -872024.187500 Penalty: 4406.766602
	Iteration 56Q: 3 clusters Score -872024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -872023.687500 Penalty: 4406.766602
	Iteration 57Q: 3 clusters Score -872023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -872028.625000 Penalty: 4406.766602
	Iteration 58Q: 3 clusters Score -872028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -872031.750000 Penalty: 4406.766602
	Iteration 59Q: 3 clusters Score -872031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -872035.625000 Penalty: 4406.766602
	Iteration 60F: 3 clusters Score -872035.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -872038.812500 Penalty: 4406.766602
	Iteration 61Q: 3 clusters Score -872038.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -872043.687500 Penalty: 4406.766602
	Iteration 62Q: 3 clusters Score -872043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -872048.750000 Penalty: 4406.766602
	Iteration 63Q: 3 clusters Score -872048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -872049.750000 Penalty: 4406.766602
	Iteration 64Q: 3 clusters Score -872049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -872049.687500 Penalty: 4406.766602
	Iteration 65Q: 3 clusters Score -872049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -872053.000000 Penalty: 4406.766602
	Iteration 66Q: 3 clusters Score -872053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -872052.687500 Penalty: 4406.766602
	Iteration 67Q: 3 clusters Score -872052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -872054.312500 Penalty: 4406.766602
	Iteration 68Q: 3 clusters Score -872054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -872054.312500 Penalty: 4406.766602
	Iteration 69F: 3 clusters Score -872054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -93772.976562 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -93772.98 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 464 members 
Entering Unmasked Estep 
Score: -91933.117188 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -91933.12 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92197.242188 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -92197.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92295.570312 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -92295.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92355.726562 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -92355.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92386.671875 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -92386.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92401.882812 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -92401.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92419.000000 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -92419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92440.906250 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -92440.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92456.539062 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -92456.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92467.734375 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -92467.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92477.054688 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -92477.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92486.429688 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -92486.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92506.867188 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -92506.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92533.007812 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -92533.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92568.929688 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -92568.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92610.281250 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -92610.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92639.796875 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -92639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92676.742188 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -92676.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92728.718750 Penalty: 3345.637207
	Iteration 18Q: 3 clusters Score -92728.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92768.992188 Penalty: 3345.637207
	Iteration 19Q: 3 clusters Score -92768.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92804.773438 Penalty: 3345.637207
	Iteration 20F: 3 clusters Score -92804.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92867.093750 Penalty: 3345.637207
	Iteration 21Q: 3 clusters Score -92867.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92946.515625 Penalty: 3345.637207
	Iteration 22Q: 3 clusters Score -92946.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93016.335938 Penalty: 3345.637207
	Iteration 23Q: 3 clusters Score -93016.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93113.070312 Penalty: 3345.637207
	Iteration 24Q: 3 clusters Score -93113.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93221.195312 Penalty: 3345.637207
	Iteration 25Q: 3 clusters Score -93221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93335.625000 Penalty: 3345.637207
	Iteration 26Q: 3 clusters Score -93335.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93389.726562 Penalty: 3345.637207
	Iteration 27Q: 3 clusters Score -93389.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93411.515625 Penalty: 3345.637207
	Iteration 28Q: 3 clusters Score -93411.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93441.710938 Penalty: 3345.637207
	Iteration 29Q: 3 clusters Score -93441.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93460.406250 Penalty: 3345.637207
	Iteration 30Q: 3 clusters Score -93460.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93465.679688 Penalty: 3345.637207
	Iteration 31Q: 3 clusters Score -93465.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93467.281250 Penalty: 3345.637207
	Iteration 32Q: 3 clusters Score -93467.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93467.281250 Penalty: 3345.637207
	Iteration 33F: 3 clusters Score -93467.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (184001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184001 members 
Entering Unmasked Estep 
Score: -22929624.000000 Penalty: 3006.428711
	Iteration 0F: 2 clusters Score -2.292962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -22811010.000000 Penalty: 6012.857422
	Iteration 0F: 3 clusters Score -2.281101e+07 nChanged 88190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -22862680.000000 Penalty: 6012.857422
	Iteration 1F: 3 clusters Score -2.286268e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -22864094.000000 Penalty: 6012.857422
	Iteration 2Q: 3 clusters Score -2.286409e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 109129 members 
Entering Unmasked Estep 
Score: -22866818.000000 Penalty: 6012.857422
	Iteration 3Q: 3 clusters Score -2.286682e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -22871862.000000 Penalty: 6012.857422
	Iteration 4F: 3 clusters Score -2.287186e+07 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -22881530.000000 Penalty: 6012.857422
	Iteration 5F: 3 clusters Score -2.288153e+07 nChanged 17540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -22897040.000000 Penalty: 6012.857422
	Iteration 6F: 3 clusters Score -2.289704e+07 nChanged 17087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 167237 members 
Entering Unmasked Estep 
Score: -22913166.000000 Penalty: 6012.857422
	Iteration 7F: 3 clusters Score -2.291317e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 178238 members 
Entering Unmasked Estep 
Score: -22922492.000000 Penalty: 6012.857422
	Iteration 8F: 3 clusters Score -2.292249e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -22925586.000000 Penalty: 6012.857422
	Iteration 9Q: 3 clusters Score -2.292559e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -22926472.000000 Penalty: 6012.857422
	Iteration 10Q: 3 clusters Score -2.292647e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -22926734.000000 Penalty: 6012.857422
	Iteration 11Q: 3 clusters Score -2.292673e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -22926830.000000 Penalty: 6012.857422
	Iteration 12Q: 3 clusters Score -2.292683e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 183786 members 
Entering Unmasked Estep 
Score: -22926882.000000 Penalty: 6012.857422
	Iteration 13Q: 3 clusters Score -2.292688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183799 members 
Entering Unmasked Estep 
Score: -22926932.000000 Penalty: 6012.857422
	Iteration 14Q: 3 clusters Score -2.292693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183811 members 
Entering Unmasked Estep 
Score: -22926952.000000 Penalty: 6012.857422
	Iteration 15Q: 3 clusters Score -2.292695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183815 members 
Entering Unmasked Estep 
Score: -22926968.000000 Penalty: 6012.857422
	Iteration 16Q: 3 clusters Score -2.292697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183818 members 
Entering Unmasked Estep 
Score: -22926976.000000 Penalty: 6012.857422
	Iteration 17Q: 3 clusters Score -2.292698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -22926980.000000 Penalty: 6012.857422
	Iteration 18Q: 3 clusters Score -2.292698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183820 members 
Entering Unmasked Estep 
Score: -22926986.000000 Penalty: 6012.857422
	Iteration 19Q: 3 clusters Score -2.292699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183821 members 
Entering Unmasked Estep 
Score: -22926980.000000 Penalty: 6012.857422
	Iteration 20F: 3 clusters Score -2.292698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Entering Unmasked Estep 
Score: -3708498.250000 Penalty: 2562.138428
	Iteration 0F: 2 clusters Score -3708498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3687419.000000 Penalty: 5124.276855
	Iteration 0F: 3 clusters Score -3687419 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3695375.500000 Penalty: 5124.276855
	Iteration 1F: 3 clusters Score -3695376 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3696347.000000 Penalty: 5124.276855
	Iteration 2F: 3 clusters Score -3696347 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3697431.750000 Penalty: 5124.276855
	Iteration 3F: 3 clusters Score -3697432 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3698618.250000 Penalty: 5124.276855
	Iteration 4F: 3 clusters Score -3698618 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3699988.500000 Penalty: 5124.276855
	Iteration 5F: 3 clusters Score -3699988 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3701474.750000 Penalty: 5124.276855
	Iteration 6F: 3 clusters Score -3701475 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3703037.750000 Penalty: 5124.276855
	Iteration 7F: 3 clusters Score -3703038 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3704445.500000 Penalty: 5124.276855
	Iteration 8F: 3 clusters Score -3704446 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3705694.500000 Penalty: 5124.276855
	Iteration 9Q: 3 clusters Score -3705694 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3706719.750000 Penalty: 5124.276855
	Iteration 10Q: 3 clusters Score -3706720 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3707252.000000 Penalty: 5124.276855
	Iteration 11Q: 3 clusters Score -3707252 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3707536.750000 Penalty: 5124.276855
	Iteration 12Q: 3 clusters Score -3707537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3707727.250000 Penalty: 5124.276855
	Iteration 13Q: 3 clusters Score -3707727 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3707861.250000 Penalty: 5124.276855
	Iteration 14Q: 3 clusters Score -3707861 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3707968.750000 Penalty: 5124.276855
	Iteration 15Q: 3 clusters Score -3707969 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3708012.000000 Penalty: 5124.276855
	Iteration 16Q: 3 clusters Score -3708012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3708037.500000 Penalty: 5124.276855
	Iteration 17Q: 3 clusters Score -3708038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3708071.750000 Penalty: 5124.276855
	Iteration 18Q: 3 clusters Score -3708072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3708105.000000 Penalty: 5124.276855
	Iteration 19Q: 3 clusters Score -3708105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3708130.750000 Penalty: 5124.276855
	Iteration 20F: 3 clusters Score -3708131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3708156.000000 Penalty: 5124.276855
	Iteration 21Q: 3 clusters Score -3708156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3708166.500000 Penalty: 5124.276855
	Iteration 22Q: 3 clusters Score -3708166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3708173.750000 Penalty: 5124.276855
	Iteration 23Q: 3 clusters Score -3708174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3708180.000000 Penalty: 5124.276855
	Iteration 24Q: 3 clusters Score -3708180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3708179.250000 Penalty: 5124.276855
	Iteration 25Q: 3 clusters Score -3708179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3708190.750000 Penalty: 5124.276855
	Iteration 26Q: 3 clusters Score -3708191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3708190.750000 Penalty: 5124.276855
	Iteration 27Q: 3 clusters Score -3708191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3708191.250000 Penalty: 5124.276855
	Iteration 28Q: 3 clusters Score -3708191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3708201.000000 Penalty: 5124.276855
	Iteration 29Q: 3 clusters Score -3708201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3708201.250000 Penalty: 5124.276855
	Iteration 30Q: 3 clusters Score -3708201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3708196.750000 Penalty: 5124.276855
	Iteration 31Q: 3 clusters Score -3708197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3708202.750000 Penalty: 5124.276855
	Iteration 32Q: 3 clusters Score -3708203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3708200.250000 Penalty: 5124.276855
	Iteration 33Q: 3 clusters Score -3708200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3708196.750000 Penalty: 5124.276855
	Iteration 34Q: 3 clusters Score -3708197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3708200.000000 Penalty: 5124.276855
	Iteration 35Q: 3 clusters Score -3708200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3708200.500000 Penalty: 5124.276855
	Iteration 36Q: 3 clusters Score -3708200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3708200.500000 Penalty: 5124.276855
	Iteration 37F: 3 clusters Score -3708200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -638026.562500 Penalty: 2125.541992
	Iteration 0F: 2 clusters Score -638026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -633328.250000 Penalty: 4251.083984
	Iteration 0F: 3 clusters Score -633328.2 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -634547.125000 Penalty: 4251.083984
	Iteration 1F: 3 clusters Score -634547.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -634840.000000 Penalty: 4251.083984
	Iteration 2F: 3 clusters Score -634840 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -635037.375000 Penalty: 4251.083984
	Iteration 3F: 3 clusters Score -635037.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -635163.000000 Penalty: 4251.083984
	Iteration 4Q: 3 clusters Score -635163 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -635279.687500 Penalty: 4251.083984
	Iteration 5Q: 3 clusters Score -635279.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -635354.250000 Penalty: 4251.083984
	Iteration 6Q: 3 clusters Score -635354.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -635408.250000 Penalty: 4251.083984
	Iteration 7Q: 3 clusters Score -635408.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -635469.875000 Penalty: 4251.083984
	Iteration 8Q: 3 clusters Score -635469.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -635521.875000 Penalty: 4251.083984
	Iteration 9Q: 3 clusters Score -635521.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -635577.250000 Penalty: 4251.083984
	Iteration 10Q: 3 clusters Score -635577.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -635629.812500 Penalty: 4251.083984
	Iteration 11Q: 3 clusters Score -635629.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -635667.375000 Penalty: 4251.083984
	Iteration 12Q: 3 clusters Score -635667.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -635692.875000 Penalty: 4251.083984
	Iteration 13Q: 3 clusters Score -635692.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -635710.687500 Penalty: 4251.083984
	Iteration 14Q: 3 clusters Score -635710.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -635724.000000 Penalty: 4251.083984
	Iteration 15Q: 3 clusters Score -635724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -635735.500000 Penalty: 4251.083984
	Iteration 16Q: 3 clusters Score -635735.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -635745.562500 Penalty: 4251.083984
	Iteration 17Q: 3 clusters Score -635745.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -635759.750000 Penalty: 4251.083984
	Iteration 18Q: 3 clusters Score -635759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -635774.437500 Penalty: 4251.083984
	Iteration 19Q: 3 clusters Score -635774.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -635790.250000 Penalty: 4251.083984
	Iteration 20F: 3 clusters Score -635790.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -635808.500000 Penalty: 4251.083984
	Iteration 21Q: 3 clusters Score -635808.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -635834.875000 Penalty: 4251.083984
	Iteration 22Q: 3 clusters Score -635834.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -635858.375000 Penalty: 4251.083984
	Iteration 23Q: 3 clusters Score -635858.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -635876.000000 Penalty: 4251.083984
	Iteration 24Q: 3 clusters Score -635876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -635890.937500 Penalty: 4251.083984
	Iteration 25Q: 3 clusters Score -635890.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -635902.187500 Penalty: 4251.083984
	Iteration 26Q: 3 clusters Score -635902.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -635910.562500 Penalty: 4251.083984
	Iteration 27Q: 3 clusters Score -635910.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -635918.812500 Penalty: 4251.083984
	Iteration 28Q: 3 clusters Score -635918.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -635923.562500 Penalty: 4251.083984
	Iteration 29Q: 3 clusters Score -635923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -635927.250000 Penalty: 4251.083984
	Iteration 30Q: 3 clusters Score -635927.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -635932.687500 Penalty: 4251.083984
	Iteration 31Q: 3 clusters Score -635932.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -635938.125000 Penalty: 4251.083984
	Iteration 32Q: 3 clusters Score -635938.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -635942.875000 Penalty: 4251.083984
	Iteration 33Q: 3 clusters Score -635942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -635944.187500 Penalty: 4251.083984
	Iteration 34Q: 3 clusters Score -635944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -635946.437500 Penalty: 4251.083984
	Iteration 35Q: 3 clusters Score -635946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -635949.875000 Penalty: 4251.083984
	Iteration 36Q: 3 clusters Score -635949.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -635954.250000 Penalty: 4251.083984
	Iteration 37Q: 3 clusters Score -635954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -635958.687500 Penalty: 4251.083984
	Iteration 38Q: 3 clusters Score -635958.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -635962.375000 Penalty: 4251.083984
	Iteration 39Q: 3 clusters Score -635962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -635967.625000 Penalty: 4251.083984
	Iteration 40F: 3 clusters Score -635967.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -635970.250000 Penalty: 4251.083984
	Iteration 41Q: 3 clusters Score -635970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -635974.062500 Penalty: 4251.083984
	Iteration 42Q: 3 clusters Score -635974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -635977.375000 Penalty: 4251.083984
	Iteration 43Q: 3 clusters Score -635977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -635978.937500 Penalty: 4251.083984
	Iteration 44Q: 3 clusters Score -635978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -635980.437500 Penalty: 4251.083984
	Iteration 45Q: 3 clusters Score -635980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -635981.062500 Penalty: 4251.083984
	Iteration 46Q: 3 clusters Score -635981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -635980.437500 Penalty: 4251.083984
	Iteration 47Q: 3 clusters Score -635980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -635979.812500 Penalty: 4251.083984
	Iteration 48Q: 3 clusters Score -635979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -635980.375000 Penalty: 4251.083984
	Iteration 49Q: 3 clusters Score -635980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -635981.562500 Penalty: 4251.083984
	Iteration 50Q: 3 clusters Score -635981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -635981.562500 Penalty: 4251.083984
	Iteration 51F: 3 clusters Score -635981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -296240.187500 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -296240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -293259.812500 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -293259.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -293964.687500 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -293964.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -294226.750000 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -294226.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -294380.625000 Penalty: 3895.195312
	Iteration 3F: 3 clusters Score -294380.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -294494.250000 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -294494.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -294595.406250 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -294595.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -294668.687500 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -294668.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -294722.500000 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -294722.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -294771.406250 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -294771.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -294824.187500 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -294824.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -294874.937500 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -294874.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -294915.687500 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -294915.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -294942.062500 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -294942.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -294974.687500 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -294974.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -294996.562500 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -294996.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -295017.031250 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -295017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -295030.875000 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -295030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -295041.125000 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -295041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -295049.937500 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -295049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -295056.406250 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -295056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -295061.937500 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -295061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -295065.281250 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -295065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -295066.312500 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -295066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -295066.312500 Penalty: 3895.195312
	Iteration 23F: 3 clusters Score -295066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31327.837891 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31327.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30316.146484 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30316.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30452.400391 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30489.958984 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -30489.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30527.763672 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30527.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30543.117188 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30543.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30549.931641 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30549.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30552.783203 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -30552.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30552.783203 Penalty: 2867.248779
	Iteration 7F: 3 clusters Score -30552.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -800638.312500 Penalty: 2180.590088
	Iteration 0F: 2 clusters Score -800638.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -795061.687500 Penalty: 4361.180176
	Iteration 0F: 3 clusters Score -795061.7 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -796576.187500 Penalty: 4361.180176
	Iteration 1F: 3 clusters Score -796576.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -796855.875000 Penalty: 4361.180176
	Iteration 2F: 3 clusters Score -796855.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -797015.187500 Penalty: 4361.180176
	Iteration 3Q: 3 clusters Score -797015.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -797160.312500 Penalty: 4361.180176
	Iteration 4Q: 3 clusters Score -797160.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -797283.562500 Penalty: 4361.180176
	Iteration 5Q: 3 clusters Score -797283.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -797399.937500 Penalty: 4361.180176
	Iteration 6Q: 3 clusters Score -797399.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -797508.812500 Penalty: 4361.180176
	Iteration 7Q: 3 clusters Score -797508.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -797627.687500 Penalty: 4361.180176
	Iteration 8Q: 3 clusters Score -797627.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -797751.937500 Penalty: 4361.180176
	Iteration 9Q: 3 clusters Score -797751.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -797879.187500 Penalty: 4361.180176
	Iteration 10Q: 3 clusters Score -797879.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -797994.187500 Penalty: 4361.180176
	Iteration 11Q: 3 clusters Score -797994.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -798108.187500 Penalty: 4361.180176
	Iteration 12Q: 3 clusters Score -798108.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -798207.125000 Penalty: 4361.180176
	Iteration 13Q: 3 clusters Score -798207.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -798292.250000 Penalty: 4361.180176
	Iteration 14Q: 3 clusters Score -798292.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -798363.687500 Penalty: 4361.180176
	Iteration 15Q: 3 clusters Score -798363.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -798420.687500 Penalty: 4361.180176
	Iteration 16Q: 3 clusters Score -798420.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -798466.312500 Penalty: 4361.180176
	Iteration 17Q: 3 clusters Score -798466.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -798505.687500 Penalty: 4361.180176
	Iteration 18Q: 3 clusters Score -798505.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -798536.750000 Penalty: 4361.180176
	Iteration 19Q: 3 clusters Score -798536.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -798561.062500 Penalty: 4361.180176
	Iteration 20F: 3 clusters Score -798561.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -798582.250000 Penalty: 4361.180176
	Iteration 21Q: 3 clusters Score -798582.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -798597.750000 Penalty: 4361.180176
	Iteration 22Q: 3 clusters Score -798597.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -798612.812500 Penalty: 4361.180176
	Iteration 23Q: 3 clusters Score -798612.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -798628.375000 Penalty: 4361.180176
	Iteration 24Q: 3 clusters Score -798628.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -798639.625000 Penalty: 4361.180176
	Iteration 25Q: 3 clusters Score -798639.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -798652.375000 Penalty: 4361.180176
	Iteration 26Q: 3 clusters Score -798652.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -798667.625000 Penalty: 4361.180176
	Iteration 27Q: 3 clusters Score -798667.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -798684.562500 Penalty: 4361.180176
	Iteration 28Q: 3 clusters Score -798684.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -798693.625000 Penalty: 4361.180176
	Iteration 29Q: 3 clusters Score -798693.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -798704.250000 Penalty: 4361.180176
	Iteration 30Q: 3 clusters Score -798704.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -798711.187500 Penalty: 4361.180176
	Iteration 31Q: 3 clusters Score -798711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -798713.437500 Penalty: 4361.180176
	Iteration 32Q: 3 clusters Score -798713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -798716.875000 Penalty: 4361.180176
	Iteration 33Q: 3 clusters Score -798716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -798717.687500 Penalty: 4361.180176
	Iteration 34Q: 3 clusters Score -798717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -798720.437500 Penalty: 4361.180176
	Iteration 35Q: 3 clusters Score -798720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -798724.062500 Penalty: 4361.180176
	Iteration 36Q: 3 clusters Score -798724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -798724.875000 Penalty: 4361.180176
	Iteration 37Q: 3 clusters Score -798724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -798725.125000 Penalty: 4361.180176
	Iteration 38Q: 3 clusters Score -798725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -798725.562500 Penalty: 4361.180176
	Iteration 39Q: 3 clusters Score -798725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -798725.500000 Penalty: 4361.180176
	Iteration 40F: 3 clusters Score -798725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -798727.500000 Penalty: 4361.180176
	Iteration 41Q: 3 clusters Score -798727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -798731.125000 Penalty: 4361.180176
	Iteration 42Q: 3 clusters Score -798731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -798731.750000 Penalty: 4361.180176
	Iteration 43Q: 3 clusters Score -798731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -798733.250000 Penalty: 4361.180176
	Iteration 44Q: 3 clusters Score -798733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -798733.437500 Penalty: 4361.180176
	Iteration 45Q: 3 clusters Score -798733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -798733.437500 Penalty: 4361.180176
	Iteration 46F: 3 clusters Score -798733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -42329.691406 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -42329.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40943.816406 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -40943.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41326.800781 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -41326.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41770.398438 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -41770.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42060.000000 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -42060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42265.144531 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -42265.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42339.210938 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -42339.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42412.019531 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -42412.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42465.253906 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -42465.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42473.609375 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -42473.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42483.511719 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -42483.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42528.007812 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -42528.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42537.226562 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -42537.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42538.519531 Penalty: 3027.977295
	Iteration 12F: 3 clusters Score -42538.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42550.589844 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -42550.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42551.527344 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -42551.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42551.527344 Penalty: 3027.977295
	Iteration 15F: 3 clusters Score -42551.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169888 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34703 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172983 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169309 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184001 members 
Mstep: Class 22 contains 30675 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 183 members 
Mstep: Class 28 contains 265 members 
Entering Unmasked Estep 
Score: -124251120.000000 Penalty: 96178.070312
Splitting cluster 27 changes total score from -124252640.000000 to -124251120.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 169888 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34703 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172983 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169309 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184001 members 
Mstep: Class 22 contains 30675 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252688.000000 Penalty: 92743.140625
Iteration 319Q: 28 clusters Score -1.242527e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169890 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34702 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172978 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184006 members 
Mstep: Class 22 contains 30675 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252712.000000 Penalty: 92743.140625
Iteration 320F: 28 clusters Score -1.242527e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169893 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34699 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 172974 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184009 members 
Mstep: Class 22 contains 30675 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252744.000000 Penalty: 92743.140625
Iteration 321Q: 28 clusters Score -1.242527e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169901 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34697 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172971 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169312 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184006 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252752.000000 Penalty: 92743.140625
Iteration 322Q: 28 clusters Score -1.242528e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169903 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34696 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169312 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184010 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252744.000000 Penalty: 92743.140625
Iteration 323Q: 28 clusters Score -1.242527e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169904 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34696 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172963 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169312 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184011 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252728.000000 Penalty: 92743.140625
Iteration 324Q: 28 clusters Score -1.242527e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169907 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34693 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169311 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184011 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252712.000000 Penalty: 92743.140625
Iteration 325Q: 28 clusters Score -1.242527e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169908 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34691 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172962 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169311 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184016 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252736.000000 Penalty: 92743.140625
Iteration 326Q: 28 clusters Score -1.242527e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169910 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172959 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184017 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252704.000000 Penalty: 92743.140625
Iteration 327Q: 28 clusters Score -1.242527e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169910 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34691 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172959 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184019 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252752.000000 Penalty: 92743.140625
Iteration 328Q: 28 clusters Score -1.242528e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169908 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34691 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172960 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184020 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252720.000000 Penalty: 92743.140625
Iteration 329Q: 28 clusters Score -1.242527e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169907 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172961 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184019 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252688.000000 Penalty: 92743.140625
Iteration 330Q: 28 clusters Score -1.242527e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169907 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172961 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184019 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124252688.000000 Penalty: 92743.140625
Iteration 331F: 28 clusters Score -1.242527e+08 nChanged 0
Entering ConstructFrom: 
Score: -124252688.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Entering Unmasked Estep 
Score: -2075271.875000 Penalty: 2421.684570
	Iteration 0F: 2 clusters Score -2075272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2062783.500000 Penalty: 4843.369141
	Iteration 0F: 3 clusters Score -2062784 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2066944.000000 Penalty: 4843.369141
	Iteration 1F: 3 clusters Score -2066944 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2067403.750000 Penalty: 4843.369141
	Iteration 2F: 3 clusters Score -2067404 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2067851.375000 Penalty: 4843.369141
	Iteration 3F: 3 clusters Score -2067851 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2068302.500000 Penalty: 4843.369141
	Iteration 4F: 3 clusters Score -2068302 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2068884.250000 Penalty: 4843.369141
	Iteration 5F: 3 clusters Score -2068884 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2069574.250000 Penalty: 4843.369141
	Iteration 6F: 3 clusters Score -2069574 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2070325.750000 Penalty: 4843.369141
	Iteration 7F: 3 clusters Score -2070326 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2071017.125000 Penalty: 4843.369141
	Iteration 8F: 3 clusters Score -2071017 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2071594.625000 Penalty: 4843.369141
	Iteration 9Q: 3 clusters Score -2071595 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2072016.000000 Penalty: 4843.369141
	Iteration 10Q: 3 clusters Score -2072016 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2072295.875000 Penalty: 4843.369141
	Iteration 11Q: 3 clusters Score -2072296 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2072509.750000 Penalty: 4843.369141
	Iteration 12Q: 3 clusters Score -2072510 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2072680.625000 Penalty: 4843.369141
	Iteration 13Q: 3 clusters Score -2072681 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2072796.750000 Penalty: 4843.369141
	Iteration 14Q: 3 clusters Score -2072797 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2072916.625000 Penalty: 4843.369141
	Iteration 15Q: 3 clusters Score -2072917 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2073009.250000 Penalty: 4843.369141
	Iteration 16Q: 3 clusters Score -2073009 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2073095.125000 Penalty: 4843.369141
	Iteration 17Q: 3 clusters Score -2073095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2073179.000000 Penalty: 4843.369141
	Iteration 18Q: 3 clusters Score -2073179 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2073248.500000 Penalty: 4843.369141
	Iteration 19Q: 3 clusters Score -2073248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2073309.750000 Penalty: 4843.369141
	Iteration 20F: 3 clusters Score -2073310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2073359.500000 Penalty: 4843.369141
	Iteration 21Q: 3 clusters Score -2073360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2073400.000000 Penalty: 4843.369141
	Iteration 22Q: 3 clusters Score -2073400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2073428.000000 Penalty: 4843.369141
	Iteration 23Q: 3 clusters Score -2073428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2073455.750000 Penalty: 4843.369141
	Iteration 24Q: 3 clusters Score -2073456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2073472.500000 Penalty: 4843.369141
	Iteration 25Q: 3 clusters Score -2073472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2073492.250000 Penalty: 4843.369141
	Iteration 26Q: 3 clusters Score -2073492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2073515.250000 Penalty: 4843.369141
	Iteration 27Q: 3 clusters Score -2073515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2073543.000000 Penalty: 4843.369141
	Iteration 28Q: 3 clusters Score -2073543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2073576.000000 Penalty: 4843.369141
	Iteration 29Q: 3 clusters Score -2073576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2073594.125000 Penalty: 4843.369141
	Iteration 30Q: 3 clusters Score -2073594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2073605.125000 Penalty: 4843.369141
	Iteration 31Q: 3 clusters Score -2073605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2073615.125000 Penalty: 4843.369141
	Iteration 32Q: 3 clusters Score -2073615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2073624.250000 Penalty: 4843.369141
	Iteration 33Q: 3 clusters Score -2073624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2073627.500000 Penalty: 4843.369141
	Iteration 34Q: 3 clusters Score -2073628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2073634.250000 Penalty: 4843.369141
	Iteration 35Q: 3 clusters Score -2073634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2073636.375000 Penalty: 4843.369141
	Iteration 36Q: 3 clusters Score -2073636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2073641.750000 Penalty: 4843.369141
	Iteration 37Q: 3 clusters Score -2073642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2073645.500000 Penalty: 4843.369141
	Iteration 38Q: 3 clusters Score -2073646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2073644.875000 Penalty: 4843.369141
	Iteration 39Q: 3 clusters Score -2073645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2073647.750000 Penalty: 4843.369141
	Iteration 40F: 3 clusters Score -2073648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2073646.625000 Penalty: 4843.369141
	Iteration 41Q: 3 clusters Score -2073647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2073647.625000 Penalty: 4843.369141
	Iteration 42Q: 3 clusters Score -2073648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2073645.875000 Penalty: 4843.369141
	Iteration 43Q: 3 clusters Score -2073646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2073650.250000 Penalty: 4843.369141
	Iteration 44Q: 3 clusters Score -2073650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2073649.250000 Penalty: 4843.369141
	Iteration 45Q: 3 clusters Score -2073649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2073647.125000 Penalty: 4843.369141
	Iteration 46Q: 3 clusters Score -2073647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2073647.125000 Penalty: 4843.369141
	Iteration 47F: 3 clusters Score -2073647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (169907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Entering Unmasked Estep 
Score: -20927072.000000 Penalty: 2986.665771
	Iteration 0F: 2 clusters Score -2.092707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -20815344.000000 Penalty: 5973.331543
	Iteration 0F: 3 clusters Score -2.081534e+07 nChanged 81396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -20863102.000000 Penalty: 5973.331543
	Iteration 1F: 3 clusters Score -2.08631e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -20864866.000000 Penalty: 5973.331543
	Iteration 2Q: 3 clusters Score -2.086487e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -20867186.000000 Penalty: 5973.331543
	Iteration 3Q: 3 clusters Score -2.086719e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -20870684.000000 Penalty: 5973.331543
	Iteration 4Q: 3 clusters Score -2.087068e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -20875192.000000 Penalty: 5973.331543
	Iteration 5F: 3 clusters Score -2.087519e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -20881576.000000 Penalty: 5973.331543
	Iteration 6F: 3 clusters Score -2.088158e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 117364 members 
Entering Unmasked Estep 
Score: -20889444.000000 Penalty: 5973.331543
	Iteration 7F: 3 clusters Score -2.088944e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -20898026.000000 Penalty: 5973.331543
	Iteration 8F: 3 clusters Score -2.089803e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 132114 members 
Entering Unmasked Estep 
Score: -20906510.000000 Penalty: 5973.331543
	Iteration 9F: 3 clusters Score -2.090651e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -20912924.000000 Penalty: 5973.331543
	Iteration 10Q: 3 clusters Score -2.091292e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -20916274.000000 Penalty: 5973.331543
	Iteration 11Q: 3 clusters Score -2.091627e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -20917928.000000 Penalty: 5973.331543
	Iteration 12Q: 3 clusters Score -2.091793e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -20919090.000000 Penalty: 5973.331543
	Iteration 13Q: 3 clusters Score -2.091909e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 145602 members 
Entering Unmasked Estep 
Score: -20919966.000000 Penalty: 5973.331543
	Iteration 14Q: 3 clusters Score -2.091997e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 147306 members 
Entering Unmasked Estep 
Score: -20920634.000000 Penalty: 5973.331543
	Iteration 15Q: 3 clusters Score -2.092063e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 148870 members 
Entering Unmasked Estep 
Score: -20921214.000000 Penalty: 5973.331543
	Iteration 16Q: 3 clusters Score -2.092121e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 150327 members 
Entering Unmasked Estep 
Score: -20921690.000000 Penalty: 5973.331543
	Iteration 17Q: 3 clusters Score -2.092169e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -20922138.000000 Penalty: 5973.331543
	Iteration 18Q: 3 clusters Score -2.092214e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -20922588.000000 Penalty: 5973.331543
	Iteration 19Q: 3 clusters Score -2.092259e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -20922988.000000 Penalty: 5973.331543
	Iteration 20F: 3 clusters Score -2.092299e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -20923214.000000 Penalty: 5973.331543
	Iteration 21Q: 3 clusters Score -2.092321e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -20923508.000000 Penalty: 5973.331543
	Iteration 22Q: 3 clusters Score -2.092351e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 156790 members 
Entering Unmasked Estep 
Score: -20923676.000000 Penalty: 5973.331543
	Iteration 23Q: 3 clusters Score -2.092368e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -20923750.000000 Penalty: 5973.331543
	Iteration 24Q: 3 clusters Score -2.092375e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -20924026.000000 Penalty: 5973.331543
	Iteration 25Q: 3 clusters Score -2.092403e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 158873 members 
Entering Unmasked Estep 
Score: -20924164.000000 Penalty: 5973.331543
	Iteration 26Q: 3 clusters Score -2.092416e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 159468 members 
Entering Unmasked Estep 
Score: -20924274.000000 Penalty: 5973.331543
	Iteration 27Q: 3 clusters Score -2.092427e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 160019 members 
Entering Unmasked Estep 
Score: -20924338.000000 Penalty: 5973.331543
	Iteration 28Q: 3 clusters Score -2.092434e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 160548 members 
Entering Unmasked Estep 
Score: -20924448.000000 Penalty: 5973.331543
	Iteration 29Q: 3 clusters Score -2.092445e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -20924548.000000 Penalty: 5973.331543
	Iteration 30Q: 3 clusters Score -2.092455e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -20924630.000000 Penalty: 5973.331543
	Iteration 31Q: 3 clusters Score -2.092463e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 161858 members 
Entering Unmasked Estep 
Score: -20924674.000000 Penalty: 5973.331543
	Iteration 32Q: 3 clusters Score -2.092467e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -20924788.000000 Penalty: 5973.331543
	Iteration 33Q: 3 clusters Score -2.092479e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 162527 members 
Entering Unmasked Estep 
Score: -20924794.000000 Penalty: 5973.331543
	Iteration 34Q: 3 clusters Score -2.092479e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -20924864.000000 Penalty: 5973.331543
	Iteration 35Q: 3 clusters Score -2.092486e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -20924886.000000 Penalty: 5973.331543
	Iteration 36Q: 3 clusters Score -2.092489e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 163365 members 
Entering Unmasked Estep 
Score: -20924898.000000 Penalty: 5973.331543
	Iteration 37Q: 3 clusters Score -2.09249e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 163632 members 
Entering Unmasked Estep 
Score: -20924944.000000 Penalty: 5973.331543
	Iteration 38Q: 3 clusters Score -2.092494e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -20925030.000000 Penalty: 5973.331543
	Iteration 39Q: 3 clusters Score -2.092503e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -20925118.000000 Penalty: 5973.331543
	Iteration 40F: 3 clusters Score -2.092512e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -20925138.000000 Penalty: 5973.331543
	Iteration 41Q: 3 clusters Score -2.092514e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -20925162.000000 Penalty: 5973.331543
	Iteration 42Q: 3 clusters Score -2.092516e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -20925202.000000 Penalty: 5973.331543
	Iteration 43Q: 3 clusters Score -2.09252e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 164827 members 
Entering Unmasked Estep 
Score: -20925212.000000 Penalty: 5973.331543
	Iteration 44Q: 3 clusters Score -2.092521e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -20925242.000000 Penalty: 5973.331543
	Iteration 45Q: 3 clusters Score -2.092524e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 165092 members 
Entering Unmasked Estep 
Score: -20925216.000000 Penalty: 5973.331543
	Iteration 46Q: 3 clusters Score -2.092522e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -20925202.000000 Penalty: 5973.331543
	Iteration 47Q: 3 clusters Score -2.09252e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -20925200.000000 Penalty: 5973.331543
	Iteration 48Q: 3 clusters Score -2.09252e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -20925246.000000 Penalty: 5973.331543
	Iteration 49Q: 3 clusters Score -2.092525e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 165481 members 
Entering Unmasked Estep 
Score: -20925238.000000 Penalty: 5973.331543
	Iteration 50Q: 3 clusters Score -2.092524e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -20925264.000000 Penalty: 5973.331543
	Iteration 51Q: 3 clusters Score -2.092526e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
Score: -20925228.000000 Penalty: 5973.331543
	Iteration 52Q: 3 clusters Score -2.092523e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 165690 members 
Entering Unmasked Estep 
Score: -20925224.000000 Penalty: 5973.331543
	Iteration 53Q: 3 clusters Score -2.092522e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -20925232.000000 Penalty: 5973.331543
	Iteration 54Q: 3 clusters Score -2.092523e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 165797 members 
Entering Unmasked Estep 
Score: -20925272.000000 Penalty: 5973.331543
	Iteration 55Q: 3 clusters Score -2.092527e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 165858 members 
Entering Unmasked Estep 
Score: -20925268.000000 Penalty: 5973.331543
	Iteration 56Q: 3 clusters Score -2.092527e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -20925268.000000 Penalty: 5973.331543
	Iteration 57Q: 3 clusters Score -2.092527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 165940 members 
Entering Unmasked Estep 
Score: -20925280.000000 Penalty: 5973.331543
	Iteration 58Q: 3 clusters Score -2.092528e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -20925234.000000 Penalty: 5973.331543
	Iteration 59Q: 3 clusters Score -2.092523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 166006 members 
Entering Unmasked Estep 
Score: -20925228.000000 Penalty: 5973.331543
	Iteration 60F: 3 clusters Score -2.092523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 166039 members 
Entering Unmasked Estep 
Score: -20925212.000000 Penalty: 5973.331543
	Iteration 61Q: 3 clusters Score -2.092521e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 166066 members 
Entering Unmasked Estep 
Score: -20925246.000000 Penalty: 5973.331543
	Iteration 62Q: 3 clusters Score -2.092525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 166088 members 
Entering Unmasked Estep 
Score: -20925234.000000 Penalty: 5973.331543
	Iteration 63Q: 3 clusters Score -2.092523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -20925248.000000 Penalty: 5973.331543
	Iteration 64Q: 3 clusters Score -2.092525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 166114 members 
Entering Unmasked Estep 
Score: -20925234.000000 Penalty: 5973.331543
	Iteration 65Q: 3 clusters Score -2.092523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -20925252.000000 Penalty: 5973.331543
	Iteration 66Q: 3 clusters Score -2.092525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 166148 members 
Entering Unmasked Estep 
Score: -20925262.000000 Penalty: 5973.331543
	Iteration 67Q: 3 clusters Score -2.092526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -20925276.000000 Penalty: 5973.331543
	Iteration 68Q: 3 clusters Score -2.092528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -20925258.000000 Penalty: 5973.331543
	Iteration 69Q: 3 clusters Score -2.092526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 166196 members 
Entering Unmasked Estep 
Score: -20925236.000000 Penalty: 5973.331543
	Iteration 70Q: 3 clusters Score -2.092524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 166207 members 
Entering Unmasked Estep 
Score: -20925228.000000 Penalty: 5973.331543
	Iteration 71Q: 3 clusters Score -2.092523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -20925214.000000 Penalty: 5973.331543
	Iteration 72Q: 3 clusters Score -2.092521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 166233 members 
Entering Unmasked Estep 
Score: -20925236.000000 Penalty: 5973.331543
	Iteration 73Q: 3 clusters Score -2.092524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -20925242.000000 Penalty: 5973.331543
	Iteration 74Q: 3 clusters Score -2.092524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -20925236.000000 Penalty: 5973.331543
	Iteration 75Q: 3 clusters Score -2.092524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 166253 members 
Entering Unmasked Estep 
Score: -20925234.000000 Penalty: 5973.331543
	Iteration 76Q: 3 clusters Score -2.092523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 166260 members 
Entering Unmasked Estep 
Score: -20925228.000000 Penalty: 5973.331543
	Iteration 77Q: 3 clusters Score -2.092523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 166268 members 
Entering Unmasked Estep 
Score: -20925236.000000 Penalty: 5973.331543
	Iteration 78Q: 3 clusters Score -2.092524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 166283 members 
Entering Unmasked Estep 
Score: -20925222.000000 Penalty: 5973.331543
	Iteration 79Q: 3 clusters Score -2.092522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 166291 members 
Entering Unmasked Estep 
Score: -20925204.000000 Penalty: 5973.331543
	Iteration 80F: 3 clusters Score -2.09252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 166300 members 
Entering Unmasked Estep 
Score: -20925220.000000 Penalty: 5973.331543
	Iteration 81Q: 3 clusters Score -2.092522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -20925208.000000 Penalty: 5973.331543
	Iteration 82Q: 3 clusters Score -2.092521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 166315 members 
Entering Unmasked Estep 
Score: -20925236.000000 Penalty: 5973.331543
	Iteration 83Q: 3 clusters Score -2.092524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -20925250.000000 Penalty: 5973.331543
	Iteration 84Q: 3 clusters Score -2.092525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -20925252.000000 Penalty: 5973.331543
	Iteration 85Q: 3 clusters Score -2.092525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 166355 members 
Entering Unmasked Estep 
Score: -20925260.000000 Penalty: 5973.331543
	Iteration 86Q: 3 clusters Score -2.092526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -20925270.000000 Penalty: 5973.331543
	Iteration 87Q: 3 clusters Score -2.092527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -20925250.000000 Penalty: 5973.331543
	Iteration 88Q: 3 clusters Score -2.092525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 166387 members 
Entering Unmasked Estep 
Score: -20925256.000000 Penalty: 5973.331543
	Iteration 89Q: 3 clusters Score -2.092526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 166397 members 
Entering Unmasked Estep 
Score: -20925260.000000 Penalty: 5973.331543
	Iteration 90Q: 3 clusters Score -2.092526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -20925248.000000 Penalty: 5973.331543
	Iteration 91Q: 3 clusters Score -2.092525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 166403 members 
Entering Unmasked Estep 
Score: -20925238.000000 Penalty: 5973.331543
	Iteration 92Q: 3 clusters Score -2.092524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -20925236.000000 Penalty: 5973.331543
	Iteration 93Q: 3 clusters Score -2.092524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -20925238.000000 Penalty: 5973.331543
	Iteration 94Q: 3 clusters Score -2.092524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -20925238.000000 Penalty: 5973.331543
	Iteration 95Q: 3 clusters Score -2.092524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -20925252.000000 Penalty: 5973.331543
	Iteration 96Q: 3 clusters Score -2.092525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -20925238.000000 Penalty: 5973.331543
	Iteration 97Q: 3 clusters Score -2.092524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 166411 members 
Entering Unmasked Estep 
Score: -20925234.000000 Penalty: 5973.331543
	Iteration 98Q: 3 clusters Score -2.092523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -20925256.000000 Penalty: 5973.331543
	Iteration 99Q: 3 clusters Score -2.092526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 166422 members 
Entering Unmasked Estep 
Score: -20925260.000000 Penalty: 5973.331543
	Iteration 100F: 3 clusters Score -2.092526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -20925260.000000 Penalty: 5973.331543
	Iteration 101Q: 3 clusters Score -2.092526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 166425 members 
Entering Unmasked Estep 
Score: -20925264.000000 Penalty: 5973.331543
	Iteration 102Q: 3 clusters Score -2.092526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -20925262.000000 Penalty: 5973.331543
	Iteration 103Q: 3 clusters Score -2.092526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -20925262.000000 Penalty: 5973.331543
	Iteration 104F: 3 clusters Score -2.092526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Entering Unmasked Estep 
Score: -491855.031250 Penalty: 2059.023438
	Iteration 0F: 2 clusters Score -491855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -487983.906250 Penalty: 4118.046875
	Iteration 0F: 3 clusters Score -487983.9 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -488813.812500 Penalty: 4118.046875
	Iteration 1F: 3 clusters Score -488813.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -488990.781250 Penalty: 4118.046875
	Iteration 2F: 3 clusters Score -488990.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -489098.625000 Penalty: 4118.046875
	Iteration 3Q: 3 clusters Score -489098.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -489166.937500 Penalty: 4118.046875
	Iteration 4Q: 3 clusters Score -489166.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -489213.156250 Penalty: 4118.046875
	Iteration 5Q: 3 clusters Score -489213.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -489251.156250 Penalty: 4118.046875
	Iteration 6Q: 3 clusters Score -489251.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -489283.562500 Penalty: 4118.046875
	Iteration 7Q: 3 clusters Score -489283.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -489315.406250 Penalty: 4118.046875
	Iteration 8Q: 3 clusters Score -489315.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -489342.062500 Penalty: 4118.046875
	Iteration 9Q: 3 clusters Score -489342.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -489365.312500 Penalty: 4118.046875
	Iteration 10Q: 3 clusters Score -489365.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -489386.062500 Penalty: 4118.046875
	Iteration 11Q: 3 clusters Score -489386.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -489399.750000 Penalty: 4118.046875
	Iteration 12Q: 3 clusters Score -489399.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -489412.687500 Penalty: 4118.046875
	Iteration 13Q: 3 clusters Score -489412.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -489423.281250 Penalty: 4118.046875
	Iteration 14Q: 3 clusters Score -489423.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -489435.468750 Penalty: 4118.046875
	Iteration 15Q: 3 clusters Score -489435.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -489447.875000 Penalty: 4118.046875
	Iteration 16Q: 3 clusters Score -489447.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -489457.906250 Penalty: 4118.046875
	Iteration 17Q: 3 clusters Score -489457.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -489466.781250 Penalty: 4118.046875
	Iteration 18Q: 3 clusters Score -489466.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -489475.531250 Penalty: 4118.046875
	Iteration 19Q: 3 clusters Score -489475.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -489480.250000 Penalty: 4118.046875
	Iteration 20F: 3 clusters Score -489480.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -489489.906250 Penalty: 4118.046875
	Iteration 21Q: 3 clusters Score -489489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -489496.500000 Penalty: 4118.046875
	Iteration 22Q: 3 clusters Score -489496.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -489503.125000 Penalty: 4118.046875
	Iteration 23Q: 3 clusters Score -489503.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -489505.906250 Penalty: 4118.046875
	Iteration 24Q: 3 clusters Score -489505.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -489511.343750 Penalty: 4118.046875
	Iteration 25Q: 3 clusters Score -489511.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -489515.968750 Penalty: 4118.046875
	Iteration 26Q: 3 clusters Score -489516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -489523.500000 Penalty: 4118.046875
	Iteration 27Q: 3 clusters Score -489523.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -489530.312500 Penalty: 4118.046875
	Iteration 28Q: 3 clusters Score -489530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -489536.000000 Penalty: 4118.046875
	Iteration 29Q: 3 clusters Score -489536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -489539.906250 Penalty: 4118.046875
	Iteration 30Q: 3 clusters Score -489539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -489545.125000 Penalty: 4118.046875
	Iteration 31Q: 3 clusters Score -489545.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -489550.625000 Penalty: 4118.046875
	Iteration 32Q: 3 clusters Score -489550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -489556.125000 Penalty: 4118.046875
	Iteration 33Q: 3 clusters Score -489556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -489561.468750 Penalty: 4118.046875
	Iteration 34Q: 3 clusters Score -489561.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -489568.125000 Penalty: 4118.046875
	Iteration 35Q: 3 clusters Score -489568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -489572.625000 Penalty: 4118.046875
	Iteration 36Q: 3 clusters Score -489572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -489576.437500 Penalty: 4118.046875
	Iteration 37Q: 3 clusters Score -489576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -489580.187500 Penalty: 4118.046875
	Iteration 38Q: 3 clusters Score -489580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -489583.937500 Penalty: 4118.046875
	Iteration 39Q: 3 clusters Score -489583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -489589.750000 Penalty: 4118.046875
	Iteration 40F: 3 clusters Score -489589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -489593.500000 Penalty: 4118.046875
	Iteration 41Q: 3 clusters Score -489593.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -489600.593750 Penalty: 4118.046875
	Iteration 42Q: 3 clusters Score -489600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -489609.250000 Penalty: 4118.046875
	Iteration 43Q: 3 clusters Score -489609.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -489620.718750 Penalty: 4118.046875
	Iteration 44Q: 3 clusters Score -489620.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -489631.281250 Penalty: 4118.046875
	Iteration 45Q: 3 clusters Score -489631.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -489640.812500 Penalty: 4118.046875
	Iteration 46Q: 3 clusters Score -489640.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -489646.687500 Penalty: 4118.046875
	Iteration 47Q: 3 clusters Score -489646.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -489659.437500 Penalty: 4118.046875
	Iteration 48Q: 3 clusters Score -489659.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -489676.593750 Penalty: 4118.046875
	Iteration 49Q: 3 clusters Score -489676.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -489692.656250 Penalty: 4118.046875
	Iteration 50Q: 3 clusters Score -489692.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -489711.375000 Penalty: 4118.046875
	Iteration 51Q: 3 clusters Score -489711.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -489734.531250 Penalty: 4118.046875
	Iteration 52Q: 3 clusters Score -489734.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -489760.468750 Penalty: 4118.046875
	Iteration 53Q: 3 clusters Score -489760.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -489780.625000 Penalty: 4118.046875
	Iteration 54Q: 3 clusters Score -489780.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -489804.562500 Penalty: 4118.046875
	Iteration 55Q: 3 clusters Score -489804.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -489825.906250 Penalty: 4118.046875
	Iteration 56Q: 3 clusters Score -489825.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -489841.000000 Penalty: 4118.046875
	Iteration 57Q: 3 clusters Score -489841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -489853.437500 Penalty: 4118.046875
	Iteration 58Q: 3 clusters Score -489853.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -489861.718750 Penalty: 4118.046875
	Iteration 59Q: 3 clusters Score -489861.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -489868.781250 Penalty: 4118.046875
	Iteration 60F: 3 clusters Score -489868.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -489872.750000 Penalty: 4118.046875
	Iteration 61Q: 3 clusters Score -489872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -489878.062500 Penalty: 4118.046875
	Iteration 62Q: 3 clusters Score -489878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -489886.062500 Penalty: 4118.046875
	Iteration 63Q: 3 clusters Score -489886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -489896.968750 Penalty: 4118.046875
	Iteration 64Q: 3 clusters Score -489897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -489906.250000 Penalty: 4118.046875
	Iteration 65Q: 3 clusters Score -489906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -489912.656250 Penalty: 4118.046875
	Iteration 66Q: 3 clusters Score -489912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -489921.031250 Penalty: 4118.046875
	Iteration 67Q: 3 clusters Score -489921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -489927.656250 Penalty: 4118.046875
	Iteration 68Q: 3 clusters Score -489927.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -489932.500000 Penalty: 4118.046875
	Iteration 69Q: 3 clusters Score -489932.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -489941.968750 Penalty: 4118.046875
	Iteration 70Q: 3 clusters Score -489942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -489948.750000 Penalty: 4118.046875
	Iteration 71Q: 3 clusters Score -489948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -489953.968750 Penalty: 4118.046875
	Iteration 72Q: 3 clusters Score -489954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -489959.781250 Penalty: 4118.046875
	Iteration 73Q: 3 clusters Score -489959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -489967.781250 Penalty: 4118.046875
	Iteration 74Q: 3 clusters Score -489967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -489977.562500 Penalty: 4118.046875
	Iteration 75Q: 3 clusters Score -489977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -489992.343750 Penalty: 4118.046875
	Iteration 76Q: 3 clusters Score -489992.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -490001.562500 Penalty: 4118.046875
	Iteration 77Q: 3 clusters Score -490001.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -490008.843750 Penalty: 4118.046875
	Iteration 78Q: 3 clusters Score -490008.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -490017.531250 Penalty: 4118.046875
	Iteration 79Q: 3 clusters Score -490017.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -490024.875000 Penalty: 4118.046875
	Iteration 80F: 3 clusters Score -490024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -490027.062500 Penalty: 4118.046875
	Iteration 81Q: 3 clusters Score -490027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -490027.906250 Penalty: 4118.046875
	Iteration 82Q: 3 clusters Score -490027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -490031.218750 Penalty: 4118.046875
	Iteration 83Q: 3 clusters Score -490031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -490031.781250 Penalty: 4118.046875
	Iteration 84Q: 3 clusters Score -490031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -490032.125000 Penalty: 4118.046875
	Iteration 85Q: 3 clusters Score -490032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -490033.312500 Penalty: 4118.046875
	Iteration 86Q: 3 clusters Score -490033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -490034.000000 Penalty: 4118.046875
	Iteration 87Q: 3 clusters Score -490034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -490034.906250 Penalty: 4118.046875
	Iteration 88Q: 3 clusters Score -490034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -490035.687500 Penalty: 4118.046875
	Iteration 89Q: 3 clusters Score -490035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -490035.687500 Penalty: 4118.046875
	Iteration 90F: 3 clusters Score -490035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Entering Unmasked Estep 
Score: -948089.312500 Penalty: 2241.543945
	Iteration 0F: 2 clusters Score -948089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -941483.812500 Penalty: 4483.087891
	Iteration 0F: 3 clusters Score -941483.8 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -943462.812500 Penalty: 4483.087891
	Iteration 1F: 3 clusters Score -943462.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -943890.812500 Penalty: 4483.087891
	Iteration 2F: 3 clusters Score -943890.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -944236.875000 Penalty: 4483.087891
	Iteration 3F: 3 clusters Score -944236.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -944559.500000 Penalty: 4483.087891
	Iteration 4F: 3 clusters Score -944559.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -944867.125000 Penalty: 4483.087891
	Iteration 5F: 3 clusters Score -944867.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -945124.687500 Penalty: 4483.087891
	Iteration 6Q: 3 clusters Score -945124.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -945341.875000 Penalty: 4483.087891
	Iteration 7Q: 3 clusters Score -945341.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -945540.687500 Penalty: 4483.087891
	Iteration 8Q: 3 clusters Score -945540.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -945682.625000 Penalty: 4483.087891
	Iteration 9Q: 3 clusters Score -945682.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -945773.437500 Penalty: 4483.087891
	Iteration 10Q: 3 clusters Score -945773.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -945844.562500 Penalty: 4483.087891
	Iteration 11Q: 3 clusters Score -945844.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -945909.437500 Penalty: 4483.087891
	Iteration 12Q: 3 clusters Score -945909.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -945964.312500 Penalty: 4483.087891
	Iteration 13Q: 3 clusters Score -945964.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -946008.687500 Penalty: 4483.087891
	Iteration 14Q: 3 clusters Score -946008.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -946053.562500 Penalty: 4483.087891
	Iteration 15Q: 3 clusters Score -946053.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -946112.062500 Penalty: 4483.087891
	Iteration 16Q: 3 clusters Score -946112.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -946169.000000 Penalty: 4483.087891
	Iteration 17Q: 3 clusters Score -946169 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -946227.000000 Penalty: 4483.087891
	Iteration 18Q: 3 clusters Score -946227 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -946285.500000 Penalty: 4483.087891
	Iteration 19Q: 3 clusters Score -946285.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -946334.437500 Penalty: 4483.087891
	Iteration 20F: 3 clusters Score -946334.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -946379.562500 Penalty: 4483.087891
	Iteration 21Q: 3 clusters Score -946379.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -946420.625000 Penalty: 4483.087891
	Iteration 22Q: 3 clusters Score -946420.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -946453.812500 Penalty: 4483.087891
	Iteration 23Q: 3 clusters Score -946453.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -946490.125000 Penalty: 4483.087891
	Iteration 24Q: 3 clusters Score -946490.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -946519.812500 Penalty: 4483.087891
	Iteration 25Q: 3 clusters Score -946519.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -946545.437500 Penalty: 4483.087891
	Iteration 26Q: 3 clusters Score -946545.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -946568.625000 Penalty: 4483.087891
	Iteration 27Q: 3 clusters Score -946568.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -946587.750000 Penalty: 4483.087891
	Iteration 28Q: 3 clusters Score -946587.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -946606.625000 Penalty: 4483.087891
	Iteration 29Q: 3 clusters Score -946606.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -946617.375000 Penalty: 4483.087891
	Iteration 30Q: 3 clusters Score -946617.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -946623.875000 Penalty: 4483.087891
	Iteration 31Q: 3 clusters Score -946623.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -946627.937500 Penalty: 4483.087891
	Iteration 32Q: 3 clusters Score -946627.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -946641.687500 Penalty: 4483.087891
	Iteration 33Q: 3 clusters Score -946641.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -946648.500000 Penalty: 4483.087891
	Iteration 34Q: 3 clusters Score -946648.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -946658.437500 Penalty: 4483.087891
	Iteration 35Q: 3 clusters Score -946658.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -946663.687500 Penalty: 4483.087891
	Iteration 36Q: 3 clusters Score -946663.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -946667.750000 Penalty: 4483.087891
	Iteration 37Q: 3 clusters Score -946667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -946672.937500 Penalty: 4483.087891
	Iteration 38Q: 3 clusters Score -946672.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -946677.500000 Penalty: 4483.087891
	Iteration 39Q: 3 clusters Score -946677.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -946683.500000 Penalty: 4483.087891
	Iteration 40F: 3 clusters Score -946683.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -946686.125000 Penalty: 4483.087891
	Iteration 41Q: 3 clusters Score -946686.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -946693.875000 Penalty: 4483.087891
	Iteration 42Q: 3 clusters Score -946693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -946703.437500 Penalty: 4483.087891
	Iteration 43Q: 3 clusters Score -946703.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -946704.875000 Penalty: 4483.087891
	Iteration 44Q: 3 clusters Score -946704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -946709.687500 Penalty: 4483.087891
	Iteration 45Q: 3 clusters Score -946709.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -946714.000000 Penalty: 4483.087891
	Iteration 46Q: 3 clusters Score -946714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -946715.250000 Penalty: 4483.087891
	Iteration 47Q: 3 clusters Score -946715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -946716.812500 Penalty: 4483.087891
	Iteration 48Q: 3 clusters Score -946716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -946718.500000 Penalty: 4483.087891
	Iteration 49Q: 3 clusters Score -946718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -946718.000000 Penalty: 4483.087891
	Iteration 50Q: 3 clusters Score -946718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -946716.687500 Penalty: 4483.087891
	Iteration 51Q: 3 clusters Score -946716.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -946717.750000 Penalty: 4483.087891
	Iteration 52Q: 3 clusters Score -946717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -946716.875000 Penalty: 4483.087891
	Iteration 53Q: 3 clusters Score -946716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -946716.812500 Penalty: 4483.087891
	Iteration 54Q: 3 clusters Score -946716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -946717.875000 Penalty: 4483.087891
	Iteration 55Q: 3 clusters Score -946717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -946717.875000 Penalty: 4483.087891
	Iteration 56F: 3 clusters Score -946717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Entering Unmasked Estep 
Score: -6631883.000000 Penalty: 2701.590820
	Iteration 0F: 2 clusters Score -6631883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -6595883.000000 Penalty: 5403.181641
	Iteration 0F: 3 clusters Score -6595883 nChanged 24952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -6609641.000000 Penalty: 5403.181641
	Iteration 1F: 3 clusters Score -6609641 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -6610220.000000 Penalty: 5403.181641
	Iteration 2Q: 3 clusters Score -6610220 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6610856.500000 Penalty: 5403.181641
	Iteration 3Q: 3 clusters Score -6610856 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -6611603.500000 Penalty: 5403.181641
	Iteration 4Q: 3 clusters Score -6611604 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -6612600.500000 Penalty: 5403.181641
	Iteration 5Q: 3 clusters Score -6612600 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6613988.000000 Penalty: 5403.181641
	Iteration 6F: 3 clusters Score -6613988 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -6615873.500000 Penalty: 5403.181641
	Iteration 7F: 3 clusters Score -6615874 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -6618130.000000 Penalty: 5403.181641
	Iteration 8F: 3 clusters Score -6618130 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -6620780.500000 Penalty: 5403.181641
	Iteration 9F: 3 clusters Score -6620780 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6623319.000000 Penalty: 5403.181641
	Iteration 10F: 3 clusters Score -6623319 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -6625514.500000 Penalty: 5403.181641
	Iteration 11Q: 3 clusters Score -6625514 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6627150.500000 Penalty: 5403.181641
	Iteration 12Q: 3 clusters Score -6627150 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -6628180.500000 Penalty: 5403.181641
	Iteration 13Q: 3 clusters Score -6628180 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6628732.500000 Penalty: 5403.181641
	Iteration 14Q: 3 clusters Score -6628732 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -6629064.500000 Penalty: 5403.181641
	Iteration 15Q: 3 clusters Score -6629064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -6629219.000000 Penalty: 5403.181641
	Iteration 16Q: 3 clusters Score -6629219 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -6629331.000000 Penalty: 5403.181641
	Iteration 17Q: 3 clusters Score -6629331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -6629392.500000 Penalty: 5403.181641
	Iteration 18Q: 3 clusters Score -6629392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6629449.000000 Penalty: 5403.181641
	Iteration 19Q: 3 clusters Score -6629449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -6629473.500000 Penalty: 5403.181641
	Iteration 20F: 3 clusters Score -6629474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -6629512.500000 Penalty: 5403.181641
	Iteration 21Q: 3 clusters Score -6629512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -6629523.000000 Penalty: 5403.181641
	Iteration 22Q: 3 clusters Score -6629523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6629521.500000 Penalty: 5403.181641
	Iteration 23Q: 3 clusters Score -6629522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -6629543.500000 Penalty: 5403.181641
	Iteration 24Q: 3 clusters Score -6629544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6629541.500000 Penalty: 5403.181641
	Iteration 25Q: 3 clusters Score -6629542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -6629548.000000 Penalty: 5403.181641
	Iteration 26Q: 3 clusters Score -6629548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -6629557.000000 Penalty: 5403.181641
	Iteration 27Q: 3 clusters Score -6629557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -6629557.000000 Penalty: 5403.181641
	Iteration 28Q: 3 clusters Score -6629557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -6629560.000000 Penalty: 5403.181641
	Iteration 29Q: 3 clusters Score -6629560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -6629562.500000 Penalty: 5403.181641
	Iteration 30Q: 3 clusters Score -6629562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -6629566.000000 Penalty: 5403.181641
	Iteration 31Q: 3 clusters Score -6629566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -6629566.000000 Penalty: 5403.181641
	Iteration 32F: 3 clusters Score -6629566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -682943.187500 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -682943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -677843.187500 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -677843.2 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -679443.750000 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -679443.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -679894.812500 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -679894.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -680226.750000 Penalty: 4309.138672
	Iteration 3F: 3 clusters Score -680226.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -680460.250000 Penalty: 4309.138672
	Iteration 4F: 3 clusters Score -680460.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -680643.250000 Penalty: 4309.138672
	Iteration 5Q: 3 clusters Score -680643.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -680856.687500 Penalty: 4309.138672
	Iteration 6Q: 3 clusters Score -680856.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -681046.500000 Penalty: 4309.138672
	Iteration 7Q: 3 clusters Score -681046.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -681184.812500 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -681184.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -681296.625000 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -681296.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -681389.312500 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -681389.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -681487.250000 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -681487.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -681593.062500 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -681593.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -681676.750000 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -681676.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -681766.375000 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -681766.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -681840.062500 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -681840.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -681890.125000 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -681890.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -681923.750000 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -681923.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -681944.000000 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -681944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -681958.125000 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -681958.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -681976.000000 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -681976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -681989.500000 Penalty: 4309.138672
	Iteration 21Q: 3 clusters Score -681989.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -682008.375000 Penalty: 4309.138672
	Iteration 22Q: 3 clusters Score -682008.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -682025.812500 Penalty: 4309.138672
	Iteration 23Q: 3 clusters Score -682025.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -682037.062500 Penalty: 4309.138672
	Iteration 24Q: 3 clusters Score -682037.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -682046.750000 Penalty: 4309.138672
	Iteration 25Q: 3 clusters Score -682046.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -682055.437500 Penalty: 4309.138672
	Iteration 26Q: 3 clusters Score -682055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -682061.125000 Penalty: 4309.138672
	Iteration 27Q: 3 clusters Score -682061.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -682069.312500 Penalty: 4309.138672
	Iteration 28Q: 3 clusters Score -682069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -682073.750000 Penalty: 4309.138672
	Iteration 29Q: 3 clusters Score -682073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -682074.250000 Penalty: 4309.138672
	Iteration 30Q: 3 clusters Score -682074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -682075.062500 Penalty: 4309.138672
	Iteration 31Q: 3 clusters Score -682075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -682076.187500 Penalty: 4309.138672
	Iteration 32Q: 3 clusters Score -682076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -682076.187500 Penalty: 4309.138672
	Iteration 33F: 3 clusters Score -682076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Entering Unmasked Estep 
Score: -4061927.750000 Penalty: 2592.657715
	Iteration 0F: 2 clusters Score -4061928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4038301.750000 Penalty: 5185.315430
	Iteration 0F: 3 clusters Score -4038302 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4047168.000000 Penalty: 5185.315430
	Iteration 1F: 3 clusters Score -4047168 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4047846.000000 Penalty: 5185.315430
	Iteration 2F: 3 clusters Score -4047846 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4048593.500000 Penalty: 5185.315430
	Iteration 3Q: 3 clusters Score -4048594 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4049406.750000 Penalty: 5185.315430
	Iteration 4Q: 3 clusters Score -4049407 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4050347.000000 Penalty: 5185.315430
	Iteration 5F: 3 clusters Score -4050347 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4051452.750000 Penalty: 5185.315430
	Iteration 6F: 3 clusters Score -4051453 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4052655.250000 Penalty: 5185.315430
	Iteration 7F: 3 clusters Score -4052655 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -4053992.750000 Penalty: 5185.315430
	Iteration 8F: 3 clusters Score -4053993 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4055460.000000 Penalty: 5185.315430
	Iteration 9F: 3 clusters Score -4055460 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4056741.250000 Penalty: 5185.315430
	Iteration 10Q: 3 clusters Score -4056741 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -4057531.750000 Penalty: 5185.315430
	Iteration 11Q: 3 clusters Score -4057532 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -4057998.750000 Penalty: 5185.315430
	Iteration 12Q: 3 clusters Score -4057999 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4058249.500000 Penalty: 5185.315430
	Iteration 13Q: 3 clusters Score -4058250 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4058384.250000 Penalty: 5185.315430
	Iteration 14Q: 3 clusters Score -4058384 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4058514.000000 Penalty: 5185.315430
	Iteration 15Q: 3 clusters Score -4058514 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4058616.750000 Penalty: 5185.315430
	Iteration 16Q: 3 clusters Score -4058617 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4058728.750000 Penalty: 5185.315430
	Iteration 17Q: 3 clusters Score -4058729 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -4058841.000000 Penalty: 5185.315430
	Iteration 18Q: 3 clusters Score -4058841 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -4058964.500000 Penalty: 5185.315430
	Iteration 19Q: 3 clusters Score -4058964 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4059126.500000 Penalty: 5185.315430
	Iteration 20F: 3 clusters Score -4059126 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4059346.500000 Penalty: 5185.315430
	Iteration 21Q: 3 clusters Score -4059346 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4059631.250000 Penalty: 5185.315430
	Iteration 22Q: 3 clusters Score -4059631 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -4059923.250000 Penalty: 5185.315430
	Iteration 23Q: 3 clusters Score -4059923 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4060237.000000 Penalty: 5185.315430
	Iteration 24Q: 3 clusters Score -4060237 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4060501.500000 Penalty: 5185.315430
	Iteration 25Q: 3 clusters Score -4060502 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -4060724.000000 Penalty: 5185.315430
	Iteration 26Q: 3 clusters Score -4060724 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -4060873.000000 Penalty: 5185.315430
	Iteration 27Q: 3 clusters Score -4060873 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4060972.000000 Penalty: 5185.315430
	Iteration 28Q: 3 clusters Score -4060972 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4061023.500000 Penalty: 5185.315430
	Iteration 29Q: 3 clusters Score -4061024 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4061072.500000 Penalty: 5185.315430
	Iteration 30Q: 3 clusters Score -4061072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4061114.750000 Penalty: 5185.315430
	Iteration 31Q: 3 clusters Score -4061115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -4061170.750000 Penalty: 5185.315430
	Iteration 32Q: 3 clusters Score -4061171 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4061184.000000 Penalty: 5185.315430
	Iteration 33Q: 3 clusters Score -4061184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4061201.250000 Penalty: 5185.315430
	Iteration 34Q: 3 clusters Score -4061201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -4061222.000000 Penalty: 5185.315430
	Iteration 35Q: 3 clusters Score -4061222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4061236.250000 Penalty: 5185.315430
	Iteration 36Q: 3 clusters Score -4061236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4061260.750000 Penalty: 5185.315430
	Iteration 37Q: 3 clusters Score -4061261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4061269.250000 Penalty: 5185.315430
	Iteration 38Q: 3 clusters Score -4061269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4061281.000000 Penalty: 5185.315430
	Iteration 39Q: 3 clusters Score -4061281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4061289.750000 Penalty: 5185.315430
	Iteration 40F: 3 clusters Score -4061290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4061288.000000 Penalty: 5185.315430
	Iteration 41Q: 3 clusters Score -4061288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4061305.250000 Penalty: 5185.315430
	Iteration 42Q: 3 clusters Score -4061305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4061305.750000 Penalty: 5185.315430
	Iteration 43Q: 3 clusters Score -4061306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4061305.750000 Penalty: 5185.315430
	Iteration 44Q: 3 clusters Score -4061306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4061308.750000 Penalty: 5185.315430
	Iteration 45Q: 3 clusters Score -4061309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4061311.250000 Penalty: 5185.315430
	Iteration 46Q: 3 clusters Score -4061311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4061313.500000 Penalty: 5185.315430
	Iteration 47Q: 3 clusters Score -4061314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4061313.250000 Penalty: 5185.315430
	Iteration 48Q: 3 clusters Score -4061313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4061309.500000 Penalty: 5185.315430
	Iteration 49Q: 3 clusters Score -4061310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4061311.000000 Penalty: 5185.315430
	Iteration 50Q: 3 clusters Score -4061311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4061311.000000 Penalty: 5185.315430
	Iteration 51F: 3 clusters Score -4061311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -991387.125000 Penalty: 2237.864990
	Iteration 0F: 2 clusters Score -991387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -984755.000000 Penalty: 4475.729980
	Iteration 0F: 3 clusters Score -984755 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -986611.562500 Penalty: 4475.729980
	Iteration 1F: 3 clusters Score -986611.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -986927.500000 Penalty: 4475.729980
	Iteration 2F: 3 clusters Score -986927.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -987124.062500 Penalty: 4475.729980
	Iteration 3F: 3 clusters Score -987124.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -987269.750000 Penalty: 4475.729980
	Iteration 4Q: 3 clusters Score -987269.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -987407.812500 Penalty: 4475.729980
	Iteration 5Q: 3 clusters Score -987407.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -987526.000000 Penalty: 4475.729980
	Iteration 6Q: 3 clusters Score -987526 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -987645.250000 Penalty: 4475.729980
	Iteration 7Q: 3 clusters Score -987645.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -987750.375000 Penalty: 4475.729980
	Iteration 8Q: 3 clusters Score -987750.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -987848.375000 Penalty: 4475.729980
	Iteration 9Q: 3 clusters Score -987848.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -987947.312500 Penalty: 4475.729980
	Iteration 10Q: 3 clusters Score -987947.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -988039.437500 Penalty: 4475.729980
	Iteration 11Q: 3 clusters Score -988039.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -988160.625000 Penalty: 4475.729980
	Iteration 12Q: 3 clusters Score -988160.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -988271.375000 Penalty: 4475.729980
	Iteration 13Q: 3 clusters Score -988271.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -988358.375000 Penalty: 4475.729980
	Iteration 14Q: 3 clusters Score -988358.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -988455.562500 Penalty: 4475.729980
	Iteration 15Q: 3 clusters Score -988455.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -988553.812500 Penalty: 4475.729980
	Iteration 16Q: 3 clusters Score -988553.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -988655.562500 Penalty: 4475.729980
	Iteration 17Q: 3 clusters Score -988655.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -988775.500000 Penalty: 4475.729980
	Iteration 18Q: 3 clusters Score -988775.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -988881.750000 Penalty: 4475.729980
	Iteration 19Q: 3 clusters Score -988881.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -988997.937500 Penalty: 4475.729980
	Iteration 20F: 3 clusters Score -988997.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -989069.750000 Penalty: 4475.729980
	Iteration 21Q: 3 clusters Score -989069.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -989110.250000 Penalty: 4475.729980
	Iteration 22Q: 3 clusters Score -989110.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -989135.187500 Penalty: 4475.729980
	Iteration 23Q: 3 clusters Score -989135.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -989156.062500 Penalty: 4475.729980
	Iteration 24Q: 3 clusters Score -989156.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -989174.187500 Penalty: 4475.729980
	Iteration 25Q: 3 clusters Score -989174.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -989185.187500 Penalty: 4475.729980
	Iteration 26Q: 3 clusters Score -989185.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -989193.875000 Penalty: 4475.729980
	Iteration 27Q: 3 clusters Score -989193.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -989204.125000 Penalty: 4475.729980
	Iteration 28Q: 3 clusters Score -989204.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -989207.625000 Penalty: 4475.729980
	Iteration 29Q: 3 clusters Score -989207.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -989211.937500 Penalty: 4475.729980
	Iteration 30Q: 3 clusters Score -989211.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -989216.562500 Penalty: 4475.729980
	Iteration 31Q: 3 clusters Score -989216.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -989220.250000 Penalty: 4475.729980
	Iteration 32Q: 3 clusters Score -989220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -989221.937500 Penalty: 4475.729980
	Iteration 33Q: 3 clusters Score -989221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -989222.500000 Penalty: 4475.729980
	Iteration 34Q: 3 clusters Score -989222.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -989226.625000 Penalty: 4475.729980
	Iteration 35Q: 3 clusters Score -989226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -989226.875000 Penalty: 4475.729980
	Iteration 36Q: 3 clusters Score -989226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -989228.250000 Penalty: 4475.729980
	Iteration 37Q: 3 clusters Score -989228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -989227.750000 Penalty: 4475.729980
	Iteration 38Q: 3 clusters Score -989227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -989228.437500 Penalty: 4475.729980
	Iteration 39Q: 3 clusters Score -989228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -989228.687500 Penalty: 4475.729980
	Iteration 40F: 3 clusters Score -989228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -989229.062500 Penalty: 4475.729980
	Iteration 41Q: 3 clusters Score -989229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -989227.750000 Penalty: 4475.729980
	Iteration 42Q: 3 clusters Score -989227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -989228.750000 Penalty: 4475.729980
	Iteration 43Q: 3 clusters Score -989228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -989229.312500 Penalty: 4475.729980
	Iteration 44Q: 3 clusters Score -989229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -989229.687500 Penalty: 4475.729980
	Iteration 45Q: 3 clusters Score -989229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -989229.687500 Penalty: 4475.729980
	Iteration 46F: 3 clusters Score -989229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172961 members 
Entering Unmasked Estep 
Score: -21478736.000000 Penalty: 2991.083740
	Iteration 0F: 2 clusters Score -2.147874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -21364884.000000 Penalty: 5982.167480
	Iteration 0F: 3 clusters Score -2.136488e+07 nChanged 82789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -21414214.000000 Penalty: 5982.167480
	Iteration 1F: 3 clusters Score -2.141421e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -21415740.000000 Penalty: 5982.167480
	Iteration 2Q: 3 clusters Score -2.141574e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -21418174.000000 Penalty: 5982.167480
	Iteration 3Q: 3 clusters Score -2.141817e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -21422104.000000 Penalty: 5982.167480
	Iteration 4F: 3 clusters Score -2.14221e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -21429186.000000 Penalty: 5982.167480
	Iteration 5F: 3 clusters Score -2.142919e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126307 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -21439686.000000 Penalty: 5982.167480
	Iteration 6F: 3 clusters Score -2.143969e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -21451742.000000 Penalty: 5982.167480
	Iteration 7F: 3 clusters Score -2.145174e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148977 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -21461978.000000 Penalty: 5982.167480
	Iteration 8F: 3 clusters Score -2.146198e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -21468582.000000 Penalty: 5982.167480
	Iteration 9Q: 3 clusters Score -2.146858e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -21472246.000000 Penalty: 5982.167480
	Iteration 10Q: 3 clusters Score -2.147225e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -21474028.000000 Penalty: 5982.167480
	Iteration 11Q: 3 clusters Score -2.147403e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -21474880.000000 Penalty: 5982.167480
	Iteration 12Q: 3 clusters Score -2.147488e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162018 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -21475342.000000 Penalty: 5982.167480
	Iteration 13Q: 3 clusters Score -2.147534e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162870 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -21475798.000000 Penalty: 5982.167480
	Iteration 14Q: 3 clusters Score -2.14758e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163612 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -21476002.000000 Penalty: 5982.167480
	Iteration 15Q: 3 clusters Score -2.1476e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -21476312.000000 Penalty: 5982.167480
	Iteration 16Q: 3 clusters Score -2.147631e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -21476468.000000 Penalty: 5982.167480
	Iteration 17Q: 3 clusters Score -2.147647e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165348 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -21476600.000000 Penalty: 5982.167480
	Iteration 18Q: 3 clusters Score -2.14766e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165781 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -21476670.000000 Penalty: 5982.167480
	Iteration 19Q: 3 clusters Score -2.147667e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166162 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -21476728.000000 Penalty: 5982.167480
	Iteration 20F: 3 clusters Score -2.147673e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -21476774.000000 Penalty: 5982.167480
	Iteration 21Q: 3 clusters Score -2.147677e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -21476790.000000 Penalty: 5982.167480
	Iteration 22Q: 3 clusters Score -2.147679e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -21476890.000000 Penalty: 5982.167480
	Iteration 23Q: 3 clusters Score -2.147689e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -21476932.000000 Penalty: 5982.167480
	Iteration 24Q: 3 clusters Score -2.147693e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -21476930.000000 Penalty: 5982.167480
	Iteration 25Q: 3 clusters Score -2.147693e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167623 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -21476982.000000 Penalty: 5982.167480
	Iteration 26Q: 3 clusters Score -2.147698e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -21476980.000000 Penalty: 5982.167480
	Iteration 27Q: 3 clusters Score -2.147698e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167954 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -21476988.000000 Penalty: 5982.167480
	Iteration 28Q: 3 clusters Score -2.147699e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168101 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -21476976.000000 Penalty: 5982.167480
	Iteration 29Q: 3 clusters Score -2.147698e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -21476994.000000 Penalty: 5982.167480
	Iteration 30Q: 3 clusters Score -2.147699e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -21476982.000000 Penalty: 5982.167480
	Iteration 31Q: 3 clusters Score -2.147698e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168420 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -21476972.000000 Penalty: 5982.167480
	Iteration 32Q: 3 clusters Score -2.147697e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168491 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -21477000.000000 Penalty: 5982.167480
	Iteration 33Q: 3 clusters Score -2.1477e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168571 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -21477000.000000 Penalty: 5982.167480
	Iteration 34Q: 3 clusters Score -2.1477e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168635 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -21476984.000000 Penalty: 5982.167480
	Iteration 35Q: 3 clusters Score -2.147698e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -21477000.000000 Penalty: 5982.167480
	Iteration 36Q: 3 clusters Score -2.1477e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -21476972.000000 Penalty: 5982.167480
	Iteration 37Q: 3 clusters Score -2.147697e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168831 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -21476986.000000 Penalty: 5982.167480
	Iteration 38Q: 3 clusters Score -2.147699e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168901 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -21476960.000000 Penalty: 5982.167480
	Iteration 39Q: 3 clusters Score -2.147696e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168971 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -21477022.000000 Penalty: 5982.167480
	Iteration 40F: 3 clusters Score -2.147702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -21477024.000000 Penalty: 5982.167480
	Iteration 41Q: 3 clusters Score -2.147702e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -21477098.000000 Penalty: 5982.167480
	Iteration 42Q: 3 clusters Score -2.14771e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169147 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -21477108.000000 Penalty: 5982.167480
	Iteration 43Q: 3 clusters Score -2.147711e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169197 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -21477086.000000 Penalty: 5982.167480
	Iteration 44Q: 3 clusters Score -2.147709e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -21477114.000000 Penalty: 5982.167480
	Iteration 45Q: 3 clusters Score -2.147711e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -21477126.000000 Penalty: 5982.167480
	Iteration 46Q: 3 clusters Score -2.147713e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -21477128.000000 Penalty: 5982.167480
	Iteration 47Q: 3 clusters Score -2.147713e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169340 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -21477132.000000 Penalty: 5982.167480
	Iteration 48Q: 3 clusters Score -2.147713e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169374 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -21477102.000000 Penalty: 5982.167480
	Iteration 49Q: 3 clusters Score -2.14771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21477108.000000 Penalty: 5982.167480
	Iteration 50Q: 3 clusters Score -2.147711e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -21477104.000000 Penalty: 5982.167480
	Iteration 51Q: 3 clusters Score -2.14771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -21477124.000000 Penalty: 5982.167480
	Iteration 52Q: 3 clusters Score -2.147712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -21477118.000000 Penalty: 5982.167480
	Iteration 53Q: 3 clusters Score -2.147712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -21477110.000000 Penalty: 5982.167480
	Iteration 54Q: 3 clusters Score -2.147711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169561 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -21477108.000000 Penalty: 5982.167480
	Iteration 55Q: 3 clusters Score -2.147711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -21477120.000000 Penalty: 5982.167480
	Iteration 56Q: 3 clusters Score -2.147712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169602 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -21477122.000000 Penalty: 5982.167480
	Iteration 57Q: 3 clusters Score -2.147712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169617 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -21477158.000000 Penalty: 5982.167480
	Iteration 58Q: 3 clusters Score -2.147716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -21477162.000000 Penalty: 5982.167480
	Iteration 59Q: 3 clusters Score -2.147716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21477162.000000 Penalty: 5982.167480
	Iteration 60F: 3 clusters Score -2.147716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -21477148.000000 Penalty: 5982.167480
	Iteration 61Q: 3 clusters Score -2.147715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -21477156.000000 Penalty: 5982.167480
	Iteration 62Q: 3 clusters Score -2.147716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -21477140.000000 Penalty: 5982.167480
	Iteration 63Q: 3 clusters Score -2.147714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -21477142.000000 Penalty: 5982.167480
	Iteration 64Q: 3 clusters Score -2.147714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -21477154.000000 Penalty: 5982.167480
	Iteration 65Q: 3 clusters Score -2.147715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21477166.000000 Penalty: 5982.167480
	Iteration 66Q: 3 clusters Score -2.147717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169834 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21477178.000000 Penalty: 5982.167480
	Iteration 67Q: 3 clusters Score -2.147718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169857 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21477190.000000 Penalty: 5982.167480
	Iteration 68Q: 3 clusters Score -2.147719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -21477196.000000 Penalty: 5982.167480
	Iteration 69Q: 3 clusters Score -2.14772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21477188.000000 Penalty: 5982.167480
	Iteration 70Q: 3 clusters Score -2.147719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -21477182.000000 Penalty: 5982.167480
	Iteration 71Q: 3 clusters Score -2.147718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -21477176.000000 Penalty: 5982.167480
	Iteration 72Q: 3 clusters Score -2.147718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169928 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -21477174.000000 Penalty: 5982.167480
	Iteration 73Q: 3 clusters Score -2.147717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169936 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -21477170.000000 Penalty: 5982.167480
	Iteration 74Q: 3 clusters Score -2.147717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21477166.000000 Penalty: 5982.167480
	Iteration 75Q: 3 clusters Score -2.147717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -21477176.000000 Penalty: 5982.167480
	Iteration 76Q: 3 clusters Score -2.147718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -21477172.000000 Penalty: 5982.167480
	Iteration 77Q: 3 clusters Score -2.147717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -21477168.000000 Penalty: 5982.167480
	Iteration 78Q: 3 clusters Score -2.147717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21477188.000000 Penalty: 5982.167480
	Iteration 79Q: 3 clusters Score -2.147719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -21477194.000000 Penalty: 5982.167480
	Iteration 80F: 3 clusters Score -2.147719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169982 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -21477186.000000 Penalty: 5982.167480
	Iteration 81Q: 3 clusters Score -2.147719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169988 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21477194.000000 Penalty: 5982.167480
	Iteration 82Q: 3 clusters Score -2.147719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -21477178.000000 Penalty: 5982.167480
	Iteration 83Q: 3 clusters Score -2.147718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169998 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -21477184.000000 Penalty: 5982.167480
	Iteration 84Q: 3 clusters Score -2.147718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21477182.000000 Penalty: 5982.167480
	Iteration 85Q: 3 clusters Score -2.147718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -21477180.000000 Penalty: 5982.167480
	Iteration 86Q: 3 clusters Score -2.147718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -21477188.000000 Penalty: 5982.167480
	Iteration 87Q: 3 clusters Score -2.147719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -21477200.000000 Penalty: 5982.167480
	Iteration 88Q: 3 clusters Score -2.14772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170022 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21477198.000000 Penalty: 5982.167480
	Iteration 89Q: 3 clusters Score -2.14772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170028 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -21477202.000000 Penalty: 5982.167480
	Iteration 90Q: 3 clusters Score -2.14772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170033 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -21477216.000000 Penalty: 5982.167480
	Iteration 91Q: 3 clusters Score -2.147722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -21477186.000000 Penalty: 5982.167480
	Iteration 92Q: 3 clusters Score -2.147719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -21477200.000000 Penalty: 5982.167480
	Iteration 93Q: 3 clusters Score -2.14772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21477210.000000 Penalty: 5982.167480
	Iteration 94Q: 3 clusters Score -2.147721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21477198.000000 Penalty: 5982.167480
	Iteration 95Q: 3 clusters Score -2.14772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170047 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21477186.000000 Penalty: 5982.167480
	Iteration 96Q: 3 clusters Score -2.147719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21477190.000000 Penalty: 5982.167480
	Iteration 97Q: 3 clusters Score -2.147719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21477188.000000 Penalty: 5982.167480
	Iteration 98Q: 3 clusters Score -2.147719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170057 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -21477182.000000 Penalty: 5982.167480
	Iteration 99Q: 3 clusters Score -2.147718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170063 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21477190.000000 Penalty: 5982.167480
	Iteration 100F: 3 clusters Score -2.147719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -21477176.000000 Penalty: 5982.167480
	Iteration 101Q: 3 clusters Score -2.147718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21477170.000000 Penalty: 5982.167480
	Iteration 102Q: 3 clusters Score -2.147717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -21477174.000000 Penalty: 5982.167480
	Iteration 103Q: 3 clusters Score -2.147717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -21477178.000000 Penalty: 5982.167480
	Iteration 104Q: 3 clusters Score -2.147718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -21477178.000000 Penalty: 5982.167480
	Iteration 105F: 3 clusters Score -2.147718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -767897.375000 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -767897.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -762396.875000 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -762396.9 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -763878.625000 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -763878.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -764239.687500 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -764239.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -764545.687500 Penalty: 4358.385254
	Iteration 3F: 3 clusters Score -764545.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -764812.250000 Penalty: 4358.385254
	Iteration 4F: 3 clusters Score -764812.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -765059.312500 Penalty: 4358.385254
	Iteration 5F: 3 clusters Score -765059.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -765312.312500 Penalty: 4358.385254
	Iteration 6F: 3 clusters Score -765312.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -765565.125000 Penalty: 4358.385254
	Iteration 7F: 3 clusters Score -765565.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -765759.312500 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -765759.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -765940.625000 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -765940.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -766080.500000 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -766080.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -766173.625000 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -766173.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -766233.562500 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -766233.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -766272.500000 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -766272.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -766311.062500 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -766311.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -766342.250000 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -766342.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -766366.625000 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -766366.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -766389.375000 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -766389.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -766407.750000 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -766407.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -766422.437500 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -766422.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -766440.562500 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -766440.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -766465.250000 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -766465.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -766483.875000 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -766483.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -766503.875000 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -766503.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -766529.625000 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -766529.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -766572.187500 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -766572.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -766593.812500 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -766593.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -766607.625000 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -766607.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -766622.062500 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -766622.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -766635.875000 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -766635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -766651.250000 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -766651.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -766664.250000 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -766664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -766672.437500 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -766672.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -766686.750000 Penalty: 4358.385254
	Iteration 33Q: 3 clusters Score -766686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -766697.437500 Penalty: 4358.385254
	Iteration 34Q: 3 clusters Score -766697.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -766705.750000 Penalty: 4358.385254
	Iteration 35Q: 3 clusters Score -766705.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -766712.937500 Penalty: 4358.385254
	Iteration 36Q: 3 clusters Score -766712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -766716.625000 Penalty: 4358.385254
	Iteration 37Q: 3 clusters Score -766716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -766722.250000 Penalty: 4358.385254
	Iteration 38Q: 3 clusters Score -766722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -766728.687500 Penalty: 4358.385254
	Iteration 39Q: 3 clusters Score -766728.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -766737.250000 Penalty: 4358.385254
	Iteration 40F: 3 clusters Score -766737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -766741.562500 Penalty: 4358.385254
	Iteration 41Q: 3 clusters Score -766741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -766746.312500 Penalty: 4358.385254
	Iteration 42Q: 3 clusters Score -766746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -766746.125000 Penalty: 4358.385254
	Iteration 43Q: 3 clusters Score -766746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -766747.000000 Penalty: 4358.385254
	Iteration 44Q: 3 clusters Score -766747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -766747.687500 Penalty: 4358.385254
	Iteration 45Q: 3 clusters Score -766747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -766748.000000 Penalty: 4358.385254
	Iteration 46Q: 3 clusters Score -766748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -766749.750000 Penalty: 4358.385254
	Iteration 47Q: 3 clusters Score -766749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -766752.125000 Penalty: 4358.385254
	Iteration 48Q: 3 clusters Score -766752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -766752.125000 Penalty: 4358.385254
	Iteration 49F: 3 clusters Score -766752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Entering Unmasked Estep 
Score: -3931463.500000 Penalty: 2573.330078
	Iteration 0F: 2 clusters Score -3931464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3909579.750000 Penalty: 5146.660156
	Iteration 0F: 3 clusters Score -3909580 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3917264.500000 Penalty: 5146.660156
	Iteration 1F: 3 clusters Score -3917264 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3917682.250000 Penalty: 5146.660156
	Iteration 2Q: 3 clusters Score -3917682 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3918033.000000 Penalty: 5146.660156
	Iteration 3Q: 3 clusters Score -3918033 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3918353.000000 Penalty: 5146.660156
	Iteration 4Q: 3 clusters Score -3918353 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3918652.250000 Penalty: 5146.660156
	Iteration 5Q: 3 clusters Score -3918652 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3918939.500000 Penalty: 5146.660156
	Iteration 6Q: 3 clusters Score -3918940 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3919288.750000 Penalty: 5146.660156
	Iteration 7Q: 3 clusters Score -3919289 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3919694.250000 Penalty: 5146.660156
	Iteration 8Q: 3 clusters Score -3919694 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3920180.750000 Penalty: 5146.660156
	Iteration 9Q: 3 clusters Score -3920181 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3920823.250000 Penalty: 5146.660156
	Iteration 10Q: 3 clusters Score -3920823 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3921697.750000 Penalty: 5146.660156
	Iteration 11Q: 3 clusters Score -3921698 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3922775.000000 Penalty: 5146.660156
	Iteration 12F: 3 clusters Score -3922775 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3923970.500000 Penalty: 5146.660156
	Iteration 13F: 3 clusters Score -3923970 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3925131.250000 Penalty: 5146.660156
	Iteration 14Q: 3 clusters Score -3925131 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3926135.000000 Penalty: 5146.660156
	Iteration 15Q: 3 clusters Score -3926135 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3926977.750000 Penalty: 5146.660156
	Iteration 16Q: 3 clusters Score -3926978 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3927576.000000 Penalty: 5146.660156
	Iteration 17Q: 3 clusters Score -3927576 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3928026.250000 Penalty: 5146.660156
	Iteration 18Q: 3 clusters Score -3928026 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3928338.250000 Penalty: 5146.660156
	Iteration 19Q: 3 clusters Score -3928338 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3928591.250000 Penalty: 5146.660156
	Iteration 20F: 3 clusters Score -3928591 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3928769.750000 Penalty: 5146.660156
	Iteration 21Q: 3 clusters Score -3928770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3928916.750000 Penalty: 5146.660156
	Iteration 22Q: 3 clusters Score -3928917 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3929021.000000 Penalty: 5146.660156
	Iteration 23Q: 3 clusters Score -3929021 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3929108.750000 Penalty: 5146.660156
	Iteration 24Q: 3 clusters Score -3929109 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3929193.250000 Penalty: 5146.660156
	Iteration 25Q: 3 clusters Score -3929193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3929241.250000 Penalty: 5146.660156
	Iteration 26Q: 3 clusters Score -3929241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3929292.000000 Penalty: 5146.660156
	Iteration 27Q: 3 clusters Score -3929292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3929322.750000 Penalty: 5146.660156
	Iteration 28Q: 3 clusters Score -3929323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3929346.500000 Penalty: 5146.660156
	Iteration 29Q: 3 clusters Score -3929346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3929358.000000 Penalty: 5146.660156
	Iteration 30Q: 3 clusters Score -3929358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3929373.250000 Penalty: 5146.660156
	Iteration 31Q: 3 clusters Score -3929373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3929393.250000 Penalty: 5146.660156
	Iteration 32Q: 3 clusters Score -3929393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3929405.750000 Penalty: 5146.660156
	Iteration 33Q: 3 clusters Score -3929406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3929417.250000 Penalty: 5146.660156
	Iteration 34Q: 3 clusters Score -3929417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3929423.000000 Penalty: 5146.660156
	Iteration 35Q: 3 clusters Score -3929423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3929437.250000 Penalty: 5146.660156
	Iteration 36Q: 3 clusters Score -3929437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3929441.000000 Penalty: 5146.660156
	Iteration 37Q: 3 clusters Score -3929441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3929446.500000 Penalty: 5146.660156
	Iteration 38Q: 3 clusters Score -3929446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -3929452.750000 Penalty: 5146.660156
	Iteration 39Q: 3 clusters Score -3929453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3929458.750000 Penalty: 5146.660156
	Iteration 40F: 3 clusters Score -3929459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3929468.500000 Penalty: 5146.660156
	Iteration 41Q: 3 clusters Score -3929468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3929479.750000 Penalty: 5146.660156
	Iteration 42Q: 3 clusters Score -3929480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3929493.250000 Penalty: 5146.660156
	Iteration 43Q: 3 clusters Score -3929493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3929493.000000 Penalty: 5146.660156
	Iteration 44Q: 3 clusters Score -3929493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3929496.500000 Penalty: 5146.660156
	Iteration 45Q: 3 clusters Score -3929496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3929493.250000 Penalty: 5146.660156
	Iteration 46Q: 3 clusters Score -3929493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3929496.250000 Penalty: 5146.660156
	Iteration 47Q: 3 clusters Score -3929496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3929496.250000 Penalty: 5146.660156
	Iteration 48F: 3 clusters Score -3929496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Entering Unmasked Estep 
Score: -2526618.750000 Penalty: 2464.512451
	Iteration 0F: 2 clusters Score -2526619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2512175.500000 Penalty: 4929.024902
	Iteration 0F: 3 clusters Score -2512176 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2517180.250000 Penalty: 4929.024902
	Iteration 1F: 3 clusters Score -2517180 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2517842.250000 Penalty: 4929.024902
	Iteration 2F: 3 clusters Score -2517842 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2518473.000000 Penalty: 4929.024902
	Iteration 3F: 3 clusters Score -2518473 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2519134.250000 Penalty: 4929.024902
	Iteration 4F: 3 clusters Score -2519134 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2519806.500000 Penalty: 4929.024902
	Iteration 5F: 3 clusters Score -2519806 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2520537.000000 Penalty: 4929.024902
	Iteration 6F: 3 clusters Score -2520537 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2521271.500000 Penalty: 4929.024902
	Iteration 7F: 3 clusters Score -2521272 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2521997.750000 Penalty: 4929.024902
	Iteration 8F: 3 clusters Score -2521998 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2522652.500000 Penalty: 4929.024902
	Iteration 9F: 3 clusters Score -2522652 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2523196.250000 Penalty: 4929.024902
	Iteration 10Q: 3 clusters Score -2523196 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2523619.000000 Penalty: 4929.024902
	Iteration 11Q: 3 clusters Score -2523619 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2523969.250000 Penalty: 4929.024902
	Iteration 12Q: 3 clusters Score -2523969 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2524212.250000 Penalty: 4929.024902
	Iteration 13Q: 3 clusters Score -2524212 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2524402.000000 Penalty: 4929.024902
	Iteration 14Q: 3 clusters Score -2524402 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2524563.750000 Penalty: 4929.024902
	Iteration 15Q: 3 clusters Score -2524564 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2524666.250000 Penalty: 4929.024902
	Iteration 16Q: 3 clusters Score -2524666 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2524764.000000 Penalty: 4929.024902
	Iteration 17Q: 3 clusters Score -2524764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2524824.000000 Penalty: 4929.024902
	Iteration 18Q: 3 clusters Score -2524824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2524875.250000 Penalty: 4929.024902
	Iteration 19Q: 3 clusters Score -2524875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2524922.500000 Penalty: 4929.024902
	Iteration 20F: 3 clusters Score -2524922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2524980.250000 Penalty: 4929.024902
	Iteration 21Q: 3 clusters Score -2524980 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2525013.250000 Penalty: 4929.024902
	Iteration 22Q: 3 clusters Score -2525013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2525040.500000 Penalty: 4929.024902
	Iteration 23Q: 3 clusters Score -2525040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2525058.000000 Penalty: 4929.024902
	Iteration 24Q: 3 clusters Score -2525058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2525081.500000 Penalty: 4929.024902
	Iteration 25Q: 3 clusters Score -2525082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2525098.750000 Penalty: 4929.024902
	Iteration 26Q: 3 clusters Score -2525099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2525122.000000 Penalty: 4929.024902
	Iteration 27Q: 3 clusters Score -2525122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2525130.000000 Penalty: 4929.024902
	Iteration 28Q: 3 clusters Score -2525130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2525138.750000 Penalty: 4929.024902
	Iteration 29Q: 3 clusters Score -2525139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2525146.000000 Penalty: 4929.024902
	Iteration 30Q: 3 clusters Score -2525146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2525149.500000 Penalty: 4929.024902
	Iteration 31Q: 3 clusters Score -2525150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2525149.500000 Penalty: 4929.024902
	Iteration 32Q: 3 clusters Score -2525150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2525151.250000 Penalty: 4929.024902
	Iteration 33Q: 3 clusters Score -2525151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2525154.000000 Penalty: 4929.024902
	Iteration 34Q: 3 clusters Score -2525154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2525152.500000 Penalty: 4929.024902
	Iteration 35Q: 3 clusters Score -2525152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2525153.500000 Penalty: 4929.024902
	Iteration 36Q: 3 clusters Score -2525154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2525156.750000 Penalty: 4929.024902
	Iteration 37Q: 3 clusters Score -2525157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2525160.500000 Penalty: 4929.024902
	Iteration 38Q: 3 clusters Score -2525160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2525162.250000 Penalty: 4929.024902
	Iteration 39Q: 3 clusters Score -2525162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2525161.250000 Penalty: 4929.024902
	Iteration 40F: 3 clusters Score -2525161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2525159.250000 Penalty: 4929.024902
	Iteration 41Q: 3 clusters Score -2525159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2525158.500000 Penalty: 4929.024902
	Iteration 42Q: 3 clusters Score -2525158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2525162.500000 Penalty: 4929.024902
	Iteration 43Q: 3 clusters Score -2525162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2525164.750000 Penalty: 4929.024902
	Iteration 44Q: 3 clusters Score -2525165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2525166.750000 Penalty: 4929.024902
	Iteration 45Q: 3 clusters Score -2525167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2525170.750000 Penalty: 4929.024902
	Iteration 46Q: 3 clusters Score -2525171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2525168.250000 Penalty: 4929.024902
	Iteration 47Q: 3 clusters Score -2525168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2525165.500000 Penalty: 4929.024902
	Iteration 48Q: 3 clusters Score -2525166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2525169.250000 Penalty: 4929.024902
	Iteration 49Q: 3 clusters Score -2525169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2525169.250000 Penalty: 4929.024902
	Iteration 50F: 3 clusters Score -2525169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Entering Unmasked Estep 
Score: -3673518.750000 Penalty: 2555.783936
	Iteration 0F: 2 clusters Score -3673519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3653089.750000 Penalty: 5111.567871
	Iteration 0F: 3 clusters Score -3653090 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3660293.000000 Penalty: 5111.567871
	Iteration 1F: 3 clusters Score -3660293 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3660965.750000 Penalty: 5111.567871
	Iteration 2F: 3 clusters Score -3660966 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3661718.000000 Penalty: 5111.567871
	Iteration 3F: 3 clusters Score -3661718 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3662730.250000 Penalty: 5111.567871
	Iteration 4F: 3 clusters Score -3662730 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3664141.750000 Penalty: 5111.567871
	Iteration 5F: 3 clusters Score -3664142 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3665807.250000 Penalty: 5111.567871
	Iteration 6F: 3 clusters Score -3665807 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3667529.000000 Penalty: 5111.567871
	Iteration 7F: 3 clusters Score -3667529 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3669032.500000 Penalty: 5111.567871
	Iteration 8F: 3 clusters Score -3669032 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3670096.000000 Penalty: 5111.567871
	Iteration 9Q: 3 clusters Score -3670096 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3670732.000000 Penalty: 5111.567871
	Iteration 10Q: 3 clusters Score -3670732 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3671003.500000 Penalty: 5111.567871
	Iteration 11Q: 3 clusters Score -3671004 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3671153.750000 Penalty: 5111.567871
	Iteration 12Q: 3 clusters Score -3671154 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3671253.250000 Penalty: 5111.567871
	Iteration 13Q: 3 clusters Score -3671253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3671324.000000 Penalty: 5111.567871
	Iteration 14Q: 3 clusters Score -3671324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3671359.750000 Penalty: 5111.567871
	Iteration 15Q: 3 clusters Score -3671360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3671392.000000 Penalty: 5111.567871
	Iteration 16Q: 3 clusters Score -3671392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3671406.500000 Penalty: 5111.567871
	Iteration 17Q: 3 clusters Score -3671406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3671418.000000 Penalty: 5111.567871
	Iteration 18Q: 3 clusters Score -3671418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3671419.250000 Penalty: 5111.567871
	Iteration 19Q: 3 clusters Score -3671419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3671422.500000 Penalty: 5111.567871
	Iteration 20F: 3 clusters Score -3671422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3671426.250000 Penalty: 5111.567871
	Iteration 21Q: 3 clusters Score -3671426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3671427.000000 Penalty: 5111.567871
	Iteration 22Q: 3 clusters Score -3671427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3671426.500000 Penalty: 5111.567871
	Iteration 23Q: 3 clusters Score -3671426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3671429.000000 Penalty: 5111.567871
	Iteration 24Q: 3 clusters Score -3671429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3671437.250000 Penalty: 5111.567871
	Iteration 25Q: 3 clusters Score -3671437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3671438.000000 Penalty: 5111.567871
	Iteration 26Q: 3 clusters Score -3671438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3671440.000000 Penalty: 5111.567871
	Iteration 27Q: 3 clusters Score -3671440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3671435.500000 Penalty: 5111.567871
	Iteration 28Q: 3 clusters Score -3671436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3671435.500000 Penalty: 5111.567871
	Iteration 29F: 3 clusters Score -3671436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Entering Unmasked Estep 
Score: -5365451.500000 Penalty: 2659.036865
	Iteration 0F: 2 clusters Score -5365452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -5334691.500000 Penalty: 5318.073730
	Iteration 0F: 3 clusters Score -5334692 nChanged 20993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5346424.500000 Penalty: 5318.073730
	Iteration 1F: 3 clusters Score -5346424 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5347029.500000 Penalty: 5318.073730
	Iteration 2Q: 3 clusters Score -5347030 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -5347730.500000 Penalty: 5318.073730
	Iteration 3Q: 3 clusters Score -5347730 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5348583.500000 Penalty: 5318.073730
	Iteration 4Q: 3 clusters Score -5348584 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -5349737.500000 Penalty: 5318.073730
	Iteration 5F: 3 clusters Score -5349738 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5351483.000000 Penalty: 5318.073730
	Iteration 6F: 3 clusters Score -5351483 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -5353914.500000 Penalty: 5318.073730
	Iteration 7F: 3 clusters Score -5353914 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -5356734.500000 Penalty: 5318.073730
	Iteration 8F: 3 clusters Score -5356734 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -5359397.500000 Penalty: 5318.073730
	Iteration 9F: 3 clusters Score -5359398 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5361432.500000 Penalty: 5318.073730
	Iteration 10Q: 3 clusters Score -5361432 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -5362894.000000 Penalty: 5318.073730
	Iteration 11Q: 3 clusters Score -5362894 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -5363754.000000 Penalty: 5318.073730
	Iteration 12Q: 3 clusters Score -5363754 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -5364126.000000 Penalty: 5318.073730
	Iteration 13Q: 3 clusters Score -5364126 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5364302.000000 Penalty: 5318.073730
	Iteration 14Q: 3 clusters Score -5364302 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5364362.500000 Penalty: 5318.073730
	Iteration 15Q: 3 clusters Score -5364362 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5364387.000000 Penalty: 5318.073730
	Iteration 16Q: 3 clusters Score -5364387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5364423.000000 Penalty: 5318.073730
	Iteration 17Q: 3 clusters Score -5364423 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5364434.500000 Penalty: 5318.073730
	Iteration 18Q: 3 clusters Score -5364434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5364430.000000 Penalty: 5318.073730
	Iteration 19Q: 3 clusters Score -5364430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -5364444.000000 Penalty: 5318.073730
	Iteration 20F: 3 clusters Score -5364444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5364448.500000 Penalty: 5318.073730
	Iteration 21Q: 3 clusters Score -5364448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5364461.000000 Penalty: 5318.073730
	Iteration 22Q: 3 clusters Score -5364461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5364470.000000 Penalty: 5318.073730
	Iteration 23Q: 3 clusters Score -5364470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5364464.000000 Penalty: 5318.073730
	Iteration 24Q: 3 clusters Score -5364464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5364474.000000 Penalty: 5318.073730
	Iteration 25Q: 3 clusters Score -5364474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5364467.500000 Penalty: 5318.073730
	Iteration 26Q: 3 clusters Score -5364468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5364470.000000 Penalty: 5318.073730
	Iteration 27Q: 3 clusters Score -5364470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5364473.500000 Penalty: 5318.073730
	Iteration 28Q: 3 clusters Score -5364474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5364483.000000 Penalty: 5318.073730
	Iteration 29Q: 3 clusters Score -5364483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5364482.000000 Penalty: 5318.073730
	Iteration 30Q: 3 clusters Score -5364482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5364483.500000 Penalty: 5318.073730
	Iteration 31Q: 3 clusters Score -5364484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -5364483.000000 Penalty: 5318.073730
	Iteration 32Q: 3 clusters Score -5364483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5364484.500000 Penalty: 5318.073730
	Iteration 33Q: 3 clusters Score -5364484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5364492.000000 Penalty: 5318.073730
	Iteration 34Q: 3 clusters Score -5364492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5364492.000000 Penalty: 5318.073730
	Iteration 35F: 3 clusters Score -5364492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -132287.578125 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -132287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130190.179688 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -130190.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130535.296875 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -130535.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -130671.015625 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -130671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -130759.593750 Penalty: 3522.431396
	Iteration 3Q: 3 clusters Score -130759.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130816.843750 Penalty: 3522.431396
	Iteration 4Q: 3 clusters Score -130816.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -130868.257812 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -130868.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130920.351562 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -130920.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130963.257812 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -130963.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -130984.593750 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -130984.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131009.046875 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -131009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131027.421875 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -131027.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131057.617188 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -131057.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -131086.515625 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -131086.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -131105.078125 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -131105.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -131125.328125 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -131125.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131144.015625 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -131144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131165.937500 Penalty: 3522.431396
	Iteration 16Q: 3 clusters Score -131165.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131189.859375 Penalty: 3522.431396
	Iteration 17Q: 3 clusters Score -131189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -131207.140625 Penalty: 3522.431396
	Iteration 18Q: 3 clusters Score -131207.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -131222.828125 Penalty: 3522.431396
	Iteration 19Q: 3 clusters Score -131222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131231.250000 Penalty: 3522.431396
	Iteration 20F: 3 clusters Score -131231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -131245.281250 Penalty: 3522.431396
	Iteration 21Q: 3 clusters Score -131245.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131259.796875 Penalty: 3522.431396
	Iteration 22Q: 3 clusters Score -131259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131275.000000 Penalty: 3522.431396
	Iteration 23Q: 3 clusters Score -131275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -131284.343750 Penalty: 3522.431396
	Iteration 24Q: 3 clusters Score -131284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -131289.046875 Penalty: 3522.431396
	Iteration 25Q: 3 clusters Score -131289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131293.812500 Penalty: 3522.431396
	Iteration 26Q: 3 clusters Score -131293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131299.640625 Penalty: 3522.431396
	Iteration 27Q: 3 clusters Score -131299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131306.515625 Penalty: 3522.431396
	Iteration 28Q: 3 clusters Score -131306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -131311.000000 Penalty: 3522.431396
	Iteration 29Q: 3 clusters Score -131311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -131312.125000 Penalty: 3522.431396
	Iteration 30Q: 3 clusters Score -131312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -131315.703125 Penalty: 3522.431396
	Iteration 31Q: 3 clusters Score -131315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131316.640625 Penalty: 3522.431396
	Iteration 32Q: 3 clusters Score -131316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -131319.421875 Penalty: 3522.431396
	Iteration 33Q: 3 clusters Score -131319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -131320.421875 Penalty: 3522.431396
	Iteration 34Q: 3 clusters Score -131320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -131320.421875 Penalty: 3522.431396
	Iteration 35F: 3 clusters Score -131320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -837635.812500 Penalty: 2196.451904
	Iteration 0F: 2 clusters Score -837635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -831849.812500 Penalty: 4392.903809
	Iteration 0F: 3 clusters Score -831849.8 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -833413.875000 Penalty: 4392.903809
	Iteration 1F: 3 clusters Score -833413.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -833737.562500 Penalty: 4392.903809
	Iteration 2F: 3 clusters Score -833737.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -833940.312500 Penalty: 4392.903809
	Iteration 3F: 3 clusters Score -833940.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -834102.375000 Penalty: 4392.903809
	Iteration 4Q: 3 clusters Score -834102.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -834223.500000 Penalty: 4392.903809
	Iteration 5Q: 3 clusters Score -834223.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -834323.750000 Penalty: 4392.903809
	Iteration 6Q: 3 clusters Score -834323.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -834404.937500 Penalty: 4392.903809
	Iteration 7Q: 3 clusters Score -834404.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -834466.250000 Penalty: 4392.903809
	Iteration 8Q: 3 clusters Score -834466.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -834540.687500 Penalty: 4392.903809
	Iteration 9Q: 3 clusters Score -834540.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -834618.187500 Penalty: 4392.903809
	Iteration 10Q: 3 clusters Score -834618.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -834706.000000 Penalty: 4392.903809
	Iteration 11Q: 3 clusters Score -834706 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -834790.687500 Penalty: 4392.903809
	Iteration 12Q: 3 clusters Score -834790.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -834866.750000 Penalty: 4392.903809
	Iteration 13Q: 3 clusters Score -834866.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -834939.125000 Penalty: 4392.903809
	Iteration 14Q: 3 clusters Score -834939.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -835005.562500 Penalty: 4392.903809
	Iteration 15Q: 3 clusters Score -835005.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -835076.750000 Penalty: 4392.903809
	Iteration 16Q: 3 clusters Score -835076.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -835158.187500 Penalty: 4392.903809
	Iteration 17Q: 3 clusters Score -835158.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -835236.562500 Penalty: 4392.903809
	Iteration 18Q: 3 clusters Score -835236.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -835294.062500 Penalty: 4392.903809
	Iteration 19Q: 3 clusters Score -835294.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -835343.250000 Penalty: 4392.903809
	Iteration 20F: 3 clusters Score -835343.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -835400.000000 Penalty: 4392.903809
	Iteration 21Q: 3 clusters Score -835400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -835449.687500 Penalty: 4392.903809
	Iteration 22Q: 3 clusters Score -835449.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -835495.312500 Penalty: 4392.903809
	Iteration 23Q: 3 clusters Score -835495.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -835529.562500 Penalty: 4392.903809
	Iteration 24Q: 3 clusters Score -835529.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -835553.125000 Penalty: 4392.903809
	Iteration 25Q: 3 clusters Score -835553.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -835580.375000 Penalty: 4392.903809
	Iteration 26Q: 3 clusters Score -835580.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -835597.875000 Penalty: 4392.903809
	Iteration 27Q: 3 clusters Score -835597.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -835610.812500 Penalty: 4392.903809
	Iteration 28Q: 3 clusters Score -835610.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -835628.312500 Penalty: 4392.903809
	Iteration 29Q: 3 clusters Score -835628.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -835637.437500 Penalty: 4392.903809
	Iteration 30Q: 3 clusters Score -835637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -835642.625000 Penalty: 4392.903809
	Iteration 31Q: 3 clusters Score -835642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -835651.125000 Penalty: 4392.903809
	Iteration 32Q: 3 clusters Score -835651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -835663.125000 Penalty: 4392.903809
	Iteration 33Q: 3 clusters Score -835663.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -835673.187500 Penalty: 4392.903809
	Iteration 34Q: 3 clusters Score -835673.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -835683.812500 Penalty: 4392.903809
	Iteration 35Q: 3 clusters Score -835683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -835694.437500 Penalty: 4392.903809
	Iteration 36Q: 3 clusters Score -835694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -835701.562500 Penalty: 4392.903809
	Iteration 37Q: 3 clusters Score -835701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -835706.187500 Penalty: 4392.903809
	Iteration 38Q: 3 clusters Score -835706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -835713.625000 Penalty: 4392.903809
	Iteration 39Q: 3 clusters Score -835713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -835717.062500 Penalty: 4392.903809
	Iteration 40F: 3 clusters Score -835717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -835723.125000 Penalty: 4392.903809
	Iteration 41Q: 3 clusters Score -835723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -835725.312500 Penalty: 4392.903809
	Iteration 42Q: 3 clusters Score -835725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -835727.000000 Penalty: 4392.903809
	Iteration 43Q: 3 clusters Score -835727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -835729.875000 Penalty: 4392.903809
	Iteration 44Q: 3 clusters Score -835729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -835733.062500 Penalty: 4392.903809
	Iteration 45Q: 3 clusters Score -835733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -835737.687500 Penalty: 4392.903809
	Iteration 46Q: 3 clusters Score -835737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -835740.187500 Penalty: 4392.903809
	Iteration 47Q: 3 clusters Score -835740.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -835742.875000 Penalty: 4392.903809
	Iteration 48Q: 3 clusters Score -835742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -835746.062500 Penalty: 4392.903809
	Iteration 49Q: 3 clusters Score -835746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -835749.812500 Penalty: 4392.903809
	Iteration 50Q: 3 clusters Score -835749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -835753.125000 Penalty: 4392.903809
	Iteration 51Q: 3 clusters Score -835753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -835758.250000 Penalty: 4392.903809
	Iteration 52Q: 3 clusters Score -835758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -835761.500000 Penalty: 4392.903809
	Iteration 53Q: 3 clusters Score -835761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -835766.062500 Penalty: 4392.903809
	Iteration 54Q: 3 clusters Score -835766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -835773.312500 Penalty: 4392.903809
	Iteration 55Q: 3 clusters Score -835773.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -835778.812500 Penalty: 4392.903809
	Iteration 56Q: 3 clusters Score -835778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -835781.062500 Penalty: 4392.903809
	Iteration 57Q: 3 clusters Score -835781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -835785.125000 Penalty: 4392.903809
	Iteration 58Q: 3 clusters Score -835785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -835787.875000 Penalty: 4392.903809
	Iteration 59Q: 3 clusters Score -835787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -835787.437500 Penalty: 4392.903809
	Iteration 60F: 3 clusters Score -835787.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Entering Unmasked Estep 
Score: -20621120.000000 Penalty: 2985.792725
	Iteration 0F: 2 clusters Score -2.062112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -20508910.000000 Penalty: 5971.585449
	Iteration 0F: 3 clusters Score -2.050891e+07 nChanged 81161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -20557350.000000 Penalty: 5971.585449
	Iteration 1F: 3 clusters Score -2.055735e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -20559570.000000 Penalty: 5971.585449
	Iteration 2Q: 3 clusters Score -2.055957e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -20562950.000000 Penalty: 5971.585449
	Iteration 3Q: 3 clusters Score -2.056295e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -20566994.000000 Penalty: 5971.585449
	Iteration 4F: 3 clusters Score -2.056699e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -20571558.000000 Penalty: 5971.585449
	Iteration 5F: 3 clusters Score -2.057156e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -20575978.000000 Penalty: 5971.585449
	Iteration 6F: 3 clusters Score -2.057598e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -20579262.000000 Penalty: 5971.585449
	Iteration 7F: 3 clusters Score -2.057926e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -20581676.000000 Penalty: 5971.585449
	Iteration 8Q: 3 clusters Score -2.058168e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -20583142.000000 Penalty: 5971.585449
	Iteration 9Q: 3 clusters Score -2.058314e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -20584290.000000 Penalty: 5971.585449
	Iteration 10Q: 3 clusters Score -2.058429e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -20585304.000000 Penalty: 5971.585449
	Iteration 11Q: 3 clusters Score -2.05853e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -20586238.000000 Penalty: 5971.585449
	Iteration 12Q: 3 clusters Score -2.058624e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -20587136.000000 Penalty: 5971.585449
	Iteration 13Q: 3 clusters Score -2.058714e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 115027 members 
Entering Unmasked Estep 
Score: -20588346.000000 Penalty: 5971.585449
	Iteration 14Q: 3 clusters Score -2.058835e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -20589874.000000 Penalty: 5971.585449
	Iteration 15Q: 3 clusters Score -2.058987e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -20591980.000000 Penalty: 5971.585449
	Iteration 16Q: 3 clusters Score -2.059198e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -20594938.000000 Penalty: 5971.585449
	Iteration 17Q: 3 clusters Score -2.059494e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 138417 members 
Entering Unmasked Estep 
Score: -20598490.000000 Penalty: 5971.585449
	Iteration 18Q: 3 clusters Score -2.059849e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -20602626.000000 Penalty: 5971.585449
	Iteration 19Q: 3 clusters Score -2.060263e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 152278 members 
Entering Unmasked Estep 
Score: -20607064.000000 Penalty: 5971.585449
	Iteration 20F: 3 clusters Score -2.060706e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 158255 members 
Entering Unmasked Estep 
Score: -20610962.000000 Penalty: 5971.585449
	Iteration 21Q: 3 clusters Score -2.061096e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -20614196.000000 Penalty: 5971.585449
	Iteration 22Q: 3 clusters Score -2.06142e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 165616 members 
Entering Unmasked Estep 
Score: -20616240.000000 Penalty: 5971.585449
	Iteration 23Q: 3 clusters Score -2.061624e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -20617354.000000 Penalty: 5971.585449
	Iteration 24Q: 3 clusters Score -2.061735e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 168076 members 
Entering Unmasked Estep 
Score: -20618026.000000 Penalty: 5971.585449
	Iteration 25Q: 3 clusters Score -2.061803e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -20618280.000000 Penalty: 5971.585449
	Iteration 26Q: 3 clusters Score -2.061828e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 168605 members 
Entering Unmasked Estep 
Score: -20618394.000000 Penalty: 5971.585449
	Iteration 27Q: 3 clusters Score -2.061839e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -20618528.000000 Penalty: 5971.585449
	Iteration 28Q: 3 clusters Score -2.061853e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 168733 members 
Entering Unmasked Estep 
Score: -20618566.000000 Penalty: 5971.585449
	Iteration 29Q: 3 clusters Score -2.061857e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -20618604.000000 Penalty: 5971.585449
	Iteration 30Q: 3 clusters Score -2.06186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 168784 members 
Entering Unmasked Estep 
Score: -20618640.000000 Penalty: 5971.585449
	Iteration 31Q: 3 clusters Score -2.061864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -20618692.000000 Penalty: 5971.585449
	Iteration 32Q: 3 clusters Score -2.061869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 168805 members 
Entering Unmasked Estep 
Score: -20618688.000000 Penalty: 5971.585449
	Iteration 33Q: 3 clusters Score -2.061869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -20618688.000000 Penalty: 5971.585449
	Iteration 34Q: 3 clusters Score -2.061869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 168808 members 
Entering Unmasked Estep 
Score: -20618676.000000 Penalty: 5971.585449
	Iteration 35Q: 3 clusters Score -2.061868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -20618690.000000 Penalty: 5971.585449
	Iteration 36Q: 3 clusters Score -2.061869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 168815 members 
Entering Unmasked Estep 
Score: -20618678.000000 Penalty: 5971.585449
	Iteration 37Q: 3 clusters Score -2.061868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -20618710.000000 Penalty: 5971.585449
	Iteration 38Q: 3 clusters Score -2.061871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -20618700.000000 Penalty: 5971.585449
	Iteration 39Q: 3 clusters Score -2.06187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -20618700.000000 Penalty: 5971.585449
	Iteration 40F: 3 clusters Score -2.06187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 168826 members 
Entering Unmasked Estep 
Score: -20618724.000000 Penalty: 5971.585449
	Iteration 41Q: 3 clusters Score -2.061872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -20618736.000000 Penalty: 5971.585449
	Iteration 42Q: 3 clusters Score -2.061874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -20618748.000000 Penalty: 5971.585449
	Iteration 43Q: 3 clusters Score -2.061875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -20618734.000000 Penalty: 5971.585449
	Iteration 44Q: 3 clusters Score -2.061873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -20618734.000000 Penalty: 5971.585449
	Iteration 45F: 3 clusters Score -2.061873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -1230124.500000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -1230124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1222426.625000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -1222427 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1224642.625000 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -1224643 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1224990.000000 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -1224990 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1225310.875000 Penalty: 4571.641113
	Iteration 3F: 3 clusters Score -1225311 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1225674.750000 Penalty: 4571.641113
	Iteration 4F: 3 clusters Score -1225675 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1226171.500000 Penalty: 4571.641113
	Iteration 5F: 3 clusters Score -1226172 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1226802.125000 Penalty: 4571.641113
	Iteration 6F: 3 clusters Score -1226802 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1227366.250000 Penalty: 4571.641113
	Iteration 7F: 3 clusters Score -1227366 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1227823.375000 Penalty: 4571.641113
	Iteration 8F: 3 clusters Score -1227823 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1228106.125000 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -1228106 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1228266.750000 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -1228267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1228348.000000 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -1228348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1228405.625000 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -1228406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1228431.625000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -1228432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1228450.250000 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -1228450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1228468.125000 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -1228468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1228479.000000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -1228479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1228485.750000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -1228486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1228491.500000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -1228492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1228496.000000 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -1228496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1228501.875000 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -1228502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1228503.625000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -1228504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1228509.875000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -1228510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1228517.000000 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -1228517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1228519.750000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -1228520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1228522.625000 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -1228523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1228525.875000 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -1228526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1228526.500000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -1228526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1228528.750000 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -1228529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1228534.250000 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -1228534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1228531.375000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -1228531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1228531.375000 Penalty: 4571.641113
	Iteration 31F: 3 clusters Score -1228531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -873250.937500 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -873250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -867346.250000 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -867346.2 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -869007.875000 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -869007.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -869254.750000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -869254.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -869420.250000 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -869420.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -869573.250000 Penalty: 4406.766602
	Iteration 4Q: 3 clusters Score -869573.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -869695.250000 Penalty: 4406.766602
	Iteration 5Q: 3 clusters Score -869695.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -869797.375000 Penalty: 4406.766602
	Iteration 6Q: 3 clusters Score -869797.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -869903.250000 Penalty: 4406.766602
	Iteration 7Q: 3 clusters Score -869903.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -870000.812500 Penalty: 4406.766602
	Iteration 8Q: 3 clusters Score -870000.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -870114.625000 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -870114.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -870237.750000 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -870237.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -870367.125000 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -870367.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -870539.000000 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -870539 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -870708.312500 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -870708.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -870896.000000 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -870896 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -871043.562500 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -871043.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -871156.312500 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -871156.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -871236.000000 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -871236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -871292.750000 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -871292.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -871346.375000 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -871346.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -871392.312500 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -871392.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -871420.875000 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -871420.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -871450.062500 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -871450.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -871474.937500 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -871474.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -871503.125000 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -871503.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -871527.000000 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -871527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -871552.687500 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -871552.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -871584.062500 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -871584.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -871602.125000 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -871602.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -871623.062500 Penalty: 4406.766602
	Iteration 29Q: 3 clusters Score -871623.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -871638.687500 Penalty: 4406.766602
	Iteration 30Q: 3 clusters Score -871638.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -871649.750000 Penalty: 4406.766602
	Iteration 31Q: 3 clusters Score -871649.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -871658.250000 Penalty: 4406.766602
	Iteration 32Q: 3 clusters Score -871658.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -871669.187500 Penalty: 4406.766602
	Iteration 33Q: 3 clusters Score -871669.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -871678.062500 Penalty: 4406.766602
	Iteration 34Q: 3 clusters Score -871678.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -871684.875000 Penalty: 4406.766602
	Iteration 35Q: 3 clusters Score -871684.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -871691.437500 Penalty: 4406.766602
	Iteration 36Q: 3 clusters Score -871691.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -871696.000000 Penalty: 4406.766602
	Iteration 37Q: 3 clusters Score -871696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -871704.250000 Penalty: 4406.766602
	Iteration 38Q: 3 clusters Score -871704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -871710.000000 Penalty: 4406.766602
	Iteration 39Q: 3 clusters Score -871710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -871713.312500 Penalty: 4406.766602
	Iteration 40F: 3 clusters Score -871713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -871716.625000 Penalty: 4406.766602
	Iteration 41Q: 3 clusters Score -871716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -871719.937500 Penalty: 4406.766602
	Iteration 42Q: 3 clusters Score -871719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -871719.937500 Penalty: 4406.766602
	Iteration 43Q: 3 clusters Score -871719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -871721.250000 Penalty: 4406.766602
	Iteration 44Q: 3 clusters Score -871721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -871721.250000 Penalty: 4406.766602
	Iteration 45F: 3 clusters Score -871721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -93772.976562 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -93772.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91956.078125 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -91956.08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92231.710938 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -92231.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92326.546875 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -92326.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92389.703125 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -92389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92412.992188 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -92412.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92430.453125 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -92430.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92440.570312 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -92440.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92448.687500 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -92448.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92452.039062 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -92452.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92454.890625 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -92454.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92457.250000 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -92457.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92465.398438 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -92465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92482.757812 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -92482.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92494.656250 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -92494.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92499.625000 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -92499.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92504.750000 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -92504.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92505.187500 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -92505.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92506.929688 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -92506.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92507.390625 Penalty: 3345.637207
	Iteration 18Q: 3 clusters Score -92507.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92507.390625 Penalty: 3345.637207
	Iteration 19F: 3 clusters Score -92507.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (184019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184019 members 
Entering Unmasked Estep 
Score: -22931804.000000 Penalty: 3006.452881
	Iteration 0F: 2 clusters Score -2.29318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -22813434.000000 Penalty: 6012.905762
	Iteration 0F: 3 clusters Score -2.281343e+07 nChanged 88278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -22864998.000000 Penalty: 6012.905762
	Iteration 1F: 3 clusters Score -2.2865e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -22866054.000000 Penalty: 6012.905762
	Iteration 2Q: 3 clusters Score -2.286605e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 84528 members 
Entering Unmasked Estep 
Score: -22867774.000000 Penalty: 6012.905762
	Iteration 3Q: 3 clusters Score -2.286777e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -22870478.000000 Penalty: 6012.905762
	Iteration 4Q: 3 clusters Score -2.287048e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111769 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -22874940.000000 Penalty: 6012.905762
	Iteration 5F: 3 clusters Score -2.287494e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -22881846.000000 Penalty: 6012.905762
	Iteration 6F: 3 clusters Score -2.288185e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133561 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -22890986.000000 Penalty: 6012.905762
	Iteration 7F: 3 clusters Score -2.289099e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146205 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -22900424.000000 Penalty: 6012.905762
	Iteration 8F: 3 clusters Score -2.290042e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -22908848.000000 Penalty: 6012.905762
	Iteration 9F: 3 clusters Score -2.290885e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167823 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -22916488.000000 Penalty: 6012.905762
	Iteration 10F: 3 clusters Score -2.291649e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175633 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -22922554.000000 Penalty: 6012.905762
	Iteration 11Q: 3 clusters Score -2.292255e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -22926280.000000 Penalty: 6012.905762
	Iteration 12Q: 3 clusters Score -2.292628e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22928142.000000 Penalty: 6012.905762
	Iteration 13Q: 3 clusters Score -2.292814e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183400 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22928710.000000 Penalty: 6012.905762
	Iteration 14Q: 3 clusters Score -2.292871e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183619 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22928948.000000 Penalty: 6012.905762
	Iteration 15Q: 3 clusters Score -2.292895e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183693 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22929070.000000 Penalty: 6012.905762
	Iteration 16Q: 3 clusters Score -2.292907e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183721 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22929122.000000 Penalty: 6012.905762
	Iteration 17Q: 3 clusters Score -2.292912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22929168.000000 Penalty: 6012.905762
	Iteration 18Q: 3 clusters Score -2.292917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183743 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22929204.000000 Penalty: 6012.905762
	Iteration 19Q: 3 clusters Score -2.29292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183745 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22929192.000000 Penalty: 6012.905762
	Iteration 20F: 3 clusters Score -2.292919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183753 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22929208.000000 Penalty: 6012.905762
	Iteration 21Q: 3 clusters Score -2.292921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183755 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22929208.000000 Penalty: 6012.905762
	Iteration 22Q: 3 clusters Score -2.292921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183757 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22929206.000000 Penalty: 6012.905762
	Iteration 23Q: 3 clusters Score -2.292921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183758 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22929222.000000 Penalty: 6012.905762
	Iteration 24Q: 3 clusters Score -2.292922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183758 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22929220.000000 Penalty: 6012.905762
	Iteration 25Q: 3 clusters Score -2.292922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183758 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22929220.000000 Penalty: 6012.905762
	Iteration 26F: 3 clusters Score -2.292922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Entering Unmasked Estep 
Score: -3708124.250000 Penalty: 2562.114014
	Iteration 0F: 2 clusters Score -3708124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3687158.250000 Penalty: 5124.228027
	Iteration 0F: 3 clusters Score -3687158 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3695014.250000 Penalty: 5124.228027
	Iteration 1F: 3 clusters Score -3695014 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3695851.500000 Penalty: 5124.228027
	Iteration 2F: 3 clusters Score -3695852 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3696640.000000 Penalty: 5124.228027
	Iteration 3F: 3 clusters Score -3696640 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3697414.500000 Penalty: 5124.228027
	Iteration 4F: 3 clusters Score -3697414 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3698166.500000 Penalty: 5124.228027
	Iteration 5F: 3 clusters Score -3698166 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3698889.500000 Penalty: 5124.228027
	Iteration 6F: 3 clusters Score -3698890 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3699651.250000 Penalty: 5124.228027
	Iteration 7F: 3 clusters Score -3699651 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3700454.500000 Penalty: 5124.228027
	Iteration 8F: 3 clusters Score -3700454 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3701301.000000 Penalty: 5124.228027
	Iteration 9Q: 3 clusters Score -3701301 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3702278.750000 Penalty: 5124.228027
	Iteration 10Q: 3 clusters Score -3702279 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3703243.750000 Penalty: 5124.228027
	Iteration 11Q: 3 clusters Score -3703244 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3704078.250000 Penalty: 5124.228027
	Iteration 12Q: 3 clusters Score -3704078 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3704673.250000 Penalty: 5124.228027
	Iteration 13Q: 3 clusters Score -3704673 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3705117.250000 Penalty: 5124.228027
	Iteration 14Q: 3 clusters Score -3705117 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3705436.250000 Penalty: 5124.228027
	Iteration 15Q: 3 clusters Score -3705436 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3705689.500000 Penalty: 5124.228027
	Iteration 16Q: 3 clusters Score -3705690 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3705905.250000 Penalty: 5124.228027
	Iteration 17Q: 3 clusters Score -3705905 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3706070.000000 Penalty: 5124.228027
	Iteration 18Q: 3 clusters Score -3706070 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3706246.500000 Penalty: 5124.228027
	Iteration 19Q: 3 clusters Score -3706246 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3706387.000000 Penalty: 5124.228027
	Iteration 20F: 3 clusters Score -3706387 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3706548.500000 Penalty: 5124.228027
	Iteration 21Q: 3 clusters Score -3706548 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3706720.250000 Penalty: 5124.228027
	Iteration 22Q: 3 clusters Score -3706720 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3706851.000000 Penalty: 5124.228027
	Iteration 23Q: 3 clusters Score -3706851 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3706937.500000 Penalty: 5124.228027
	Iteration 24Q: 3 clusters Score -3706938 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3707032.000000 Penalty: 5124.228027
	Iteration 25Q: 3 clusters Score -3707032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3707108.250000 Penalty: 5124.228027
	Iteration 26Q: 3 clusters Score -3707108 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3707208.000000 Penalty: 5124.228027
	Iteration 27Q: 3 clusters Score -3707208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3707268.250000 Penalty: 5124.228027
	Iteration 28Q: 3 clusters Score -3707268 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3707330.750000 Penalty: 5124.228027
	Iteration 29Q: 3 clusters Score -3707331 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3707398.750000 Penalty: 5124.228027
	Iteration 30Q: 3 clusters Score -3707399 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3707464.500000 Penalty: 5124.228027
	Iteration 31Q: 3 clusters Score -3707464 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3707520.500000 Penalty: 5124.228027
	Iteration 32Q: 3 clusters Score -3707520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3707560.250000 Penalty: 5124.228027
	Iteration 33Q: 3 clusters Score -3707560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3707612.500000 Penalty: 5124.228027
	Iteration 34Q: 3 clusters Score -3707612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3707634.500000 Penalty: 5124.228027
	Iteration 35Q: 3 clusters Score -3707634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3707678.250000 Penalty: 5124.228027
	Iteration 36Q: 3 clusters Score -3707678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3707699.750000 Penalty: 5124.228027
	Iteration 37Q: 3 clusters Score -3707700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3707724.500000 Penalty: 5124.228027
	Iteration 38Q: 3 clusters Score -3707724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3707762.250000 Penalty: 5124.228027
	Iteration 39Q: 3 clusters Score -3707762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3707787.250000 Penalty: 5124.228027
	Iteration 40F: 3 clusters Score -3707787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3707800.500000 Penalty: 5124.228027
	Iteration 41Q: 3 clusters Score -3707800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3707806.250000 Penalty: 5124.228027
	Iteration 42Q: 3 clusters Score -3707806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3707807.750000 Penalty: 5124.228027
	Iteration 43Q: 3 clusters Score -3707808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3707824.000000 Penalty: 5124.228027
	Iteration 44Q: 3 clusters Score -3707824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3707826.000000 Penalty: 5124.228027
	Iteration 45Q: 3 clusters Score -3707826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3707828.250000 Penalty: 5124.228027
	Iteration 46Q: 3 clusters Score -3707828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3707835.000000 Penalty: 5124.228027
	Iteration 47Q: 3 clusters Score -3707835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3707835.000000 Penalty: 5124.228027
	Iteration 48Q: 3 clusters Score -3707835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3707835.000000 Penalty: 5124.228027
	Iteration 49F: 3 clusters Score -3707835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -638026.562500 Penalty: 2125.541992
	Iteration 0F: 2 clusters Score -638026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -633319.437500 Penalty: 4251.083984
	Iteration 0F: 3 clusters Score -633319.4 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -634463.375000 Penalty: 4251.083984
	Iteration 1F: 3 clusters Score -634463.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -634736.812500 Penalty: 4251.083984
	Iteration 2F: 3 clusters Score -634736.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -634911.875000 Penalty: 4251.083984
	Iteration 3F: 3 clusters Score -634911.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -635030.812500 Penalty: 4251.083984
	Iteration 4Q: 3 clusters Score -635030.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -635123.812500 Penalty: 4251.083984
	Iteration 5Q: 3 clusters Score -635123.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -635208.437500 Penalty: 4251.083984
	Iteration 6Q: 3 clusters Score -635208.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -635277.187500 Penalty: 4251.083984
	Iteration 7Q: 3 clusters Score -635277.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -635323.875000 Penalty: 4251.083984
	Iteration 8Q: 3 clusters Score -635323.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -635356.937500 Penalty: 4251.083984
	Iteration 9Q: 3 clusters Score -635356.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -635391.750000 Penalty: 4251.083984
	Iteration 10Q: 3 clusters Score -635391.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -635430.750000 Penalty: 4251.083984
	Iteration 11Q: 3 clusters Score -635430.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -635460.875000 Penalty: 4251.083984
	Iteration 12Q: 3 clusters Score -635460.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -635482.375000 Penalty: 4251.083984
	Iteration 13Q: 3 clusters Score -635482.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -635495.062500 Penalty: 4251.083984
	Iteration 14Q: 3 clusters Score -635495.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -635506.625000 Penalty: 4251.083984
	Iteration 15Q: 3 clusters Score -635506.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -635518.125000 Penalty: 4251.083984
	Iteration 16Q: 3 clusters Score -635518.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -635530.062500 Penalty: 4251.083984
	Iteration 17Q: 3 clusters Score -635530.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -635541.062500 Penalty: 4251.083984
	Iteration 18Q: 3 clusters Score -635541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -635548.375000 Penalty: 4251.083984
	Iteration 19Q: 3 clusters Score -635548.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -635556.312500 Penalty: 4251.083984
	Iteration 20F: 3 clusters Score -635556.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -635566.875000 Penalty: 4251.083984
	Iteration 21Q: 3 clusters Score -635566.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -635574.062500 Penalty: 4251.083984
	Iteration 22Q: 3 clusters Score -635574.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -635579.375000 Penalty: 4251.083984
	Iteration 23Q: 3 clusters Score -635579.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -635586.875000 Penalty: 4251.083984
	Iteration 24Q: 3 clusters Score -635586.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -635594.687500 Penalty: 4251.083984
	Iteration 25Q: 3 clusters Score -635594.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -635604.812500 Penalty: 4251.083984
	Iteration 26Q: 3 clusters Score -635604.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -635612.750000 Penalty: 4251.083984
	Iteration 27Q: 3 clusters Score -635612.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -635619.125000 Penalty: 4251.083984
	Iteration 28Q: 3 clusters Score -635619.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -635628.062500 Penalty: 4251.083984
	Iteration 29Q: 3 clusters Score -635628.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -635640.500000 Penalty: 4251.083984
	Iteration 30Q: 3 clusters Score -635640.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -635653.937500 Penalty: 4251.083984
	Iteration 31Q: 3 clusters Score -635653.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -635668.875000 Penalty: 4251.083984
	Iteration 32Q: 3 clusters Score -635668.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -635683.062500 Penalty: 4251.083984
	Iteration 33Q: 3 clusters Score -635683.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -635696.750000 Penalty: 4251.083984
	Iteration 34Q: 3 clusters Score -635696.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -635710.750000 Penalty: 4251.083984
	Iteration 35Q: 3 clusters Score -635710.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -635720.437500 Penalty: 4251.083984
	Iteration 36Q: 3 clusters Score -635720.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -635728.687500 Penalty: 4251.083984
	Iteration 37Q: 3 clusters Score -635728.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -635742.625000 Penalty: 4251.083984
	Iteration 38Q: 3 clusters Score -635742.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -635758.250000 Penalty: 4251.083984
	Iteration 39Q: 3 clusters Score -635758.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -635773.875000 Penalty: 4251.083984
	Iteration 40F: 3 clusters Score -635773.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -635796.937500 Penalty: 4251.083984
	Iteration 41Q: 3 clusters Score -635796.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -635822.687500 Penalty: 4251.083984
	Iteration 42Q: 3 clusters Score -635822.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -635872.000000 Penalty: 4251.083984
	Iteration 43Q: 3 clusters Score -635872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -635925.875000 Penalty: 4251.083984
	Iteration 44Q: 3 clusters Score -635925.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -636007.562500 Penalty: 4251.083984
	Iteration 45Q: 3 clusters Score -636007.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -636085.250000 Penalty: 4251.083984
	Iteration 46Q: 3 clusters Score -636085.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -636164.250000 Penalty: 4251.083984
	Iteration 47Q: 3 clusters Score -636164.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -636244.687500 Penalty: 4251.083984
	Iteration 48Q: 3 clusters Score -636244.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -636294.875000 Penalty: 4251.083984
	Iteration 49Q: 3 clusters Score -636294.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -636333.187500 Penalty: 4251.083984
	Iteration 50Q: 3 clusters Score -636333.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -636363.812500 Penalty: 4251.083984
	Iteration 51Q: 3 clusters Score -636363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -636385.125000 Penalty: 4251.083984
	Iteration 52Q: 3 clusters Score -636385.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -636398.562500 Penalty: 4251.083984
	Iteration 53Q: 3 clusters Score -636398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -636406.750000 Penalty: 4251.083984
	Iteration 54Q: 3 clusters Score -636406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -636409.687500 Penalty: 4251.083984
	Iteration 55Q: 3 clusters Score -636409.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -636414.062500 Penalty: 4251.083984
	Iteration 56Q: 3 clusters Score -636414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -636414.250000 Penalty: 4251.083984
	Iteration 57Q: 3 clusters Score -636414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -636417.562500 Penalty: 4251.083984
	Iteration 58Q: 3 clusters Score -636417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -636420.250000 Penalty: 4251.083984
	Iteration 59Q: 3 clusters Score -636420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -636422.187500 Penalty: 4251.083984
	Iteration 60F: 3 clusters Score -636422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -636423.875000 Penalty: 4251.083984
	Iteration 61Q: 3 clusters Score -636423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -636427.125000 Penalty: 4251.083984
	Iteration 62Q: 3 clusters Score -636427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -636430.062500 Penalty: 4251.083984
	Iteration 63Q: 3 clusters Score -636430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -636431.125000 Penalty: 4251.083984
	Iteration 64Q: 3 clusters Score -636431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -636431.500000 Penalty: 4251.083984
	Iteration 65Q: 3 clusters Score -636431.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -636432.062500 Penalty: 4251.083984
	Iteration 66Q: 3 clusters Score -636432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -636434.000000 Penalty: 4251.083984
	Iteration 67Q: 3 clusters Score -636434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -636434.062500 Penalty: 4251.083984
	Iteration 68Q: 3 clusters Score -636434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -636433.875000 Penalty: 4251.083984
	Iteration 69Q: 3 clusters Score -636433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -636436.562500 Penalty: 4251.083984
	Iteration 70Q: 3 clusters Score -636436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -636437.312500 Penalty: 4251.083984
	Iteration 71Q: 3 clusters Score -636437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -636436.375000 Penalty: 4251.083984
	Iteration 72Q: 3 clusters Score -636436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -636436.062500 Penalty: 4251.083984
	Iteration 73Q: 3 clusters Score -636436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -636438.062500 Penalty: 4251.083984
	Iteration 74Q: 3 clusters Score -636438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -636439.250000 Penalty: 4251.083984
	Iteration 75Q: 3 clusters Score -636439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -636441.750000 Penalty: 4251.083984
	Iteration 76Q: 3 clusters Score -636441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -636442.937500 Penalty: 4251.083984
	Iteration 77Q: 3 clusters Score -636442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -636443.437500 Penalty: 4251.083984
	Iteration 78Q: 3 clusters Score -636443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -636446.625000 Penalty: 4251.083984
	Iteration 79Q: 3 clusters Score -636446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -636448.437500 Penalty: 4251.083984
	Iteration 80F: 3 clusters Score -636448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -636450.000000 Penalty: 4251.083984
	Iteration 81Q: 3 clusters Score -636450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -636450.750000 Penalty: 4251.083984
	Iteration 82Q: 3 clusters Score -636450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -636450.375000 Penalty: 4251.083984
	Iteration 83Q: 3 clusters Score -636450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -636451.375000 Penalty: 4251.083984
	Iteration 84Q: 3 clusters Score -636451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -636451.375000 Penalty: 4251.083984
	Iteration 85Q: 3 clusters Score -636451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -636451.250000 Penalty: 4251.083984
	Iteration 86Q: 3 clusters Score -636451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -636452.375000 Penalty: 4251.083984
	Iteration 87Q: 3 clusters Score -636452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -636452.375000 Penalty: 4251.083984
	Iteration 88F: 3 clusters Score -636452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -296240.187500 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -296240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -293258.843750 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -293258.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -293941.218750 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -293941.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -294136.312500 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -294136.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -294255.812500 Penalty: 3895.195312
	Iteration 3F: 3 clusters Score -294255.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -294393.625000 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -294393.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -294536.468750 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -294536.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -294682.843750 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -294682.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -294790.406250 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -294790.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -294868.562500 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -294868.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -294909.000000 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -294909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -294944.656250 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -294944.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -294982.500000 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -294982.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -295005.218750 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -295005.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -295022.093750 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -295022.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -295033.406250 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -295033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -295036.937500 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -295036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -295039.687500 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -295039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -295040.531250 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -295040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -295042.406250 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -295042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -295044.812500 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -295044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -295046.750000 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -295046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -295048.343750 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -295048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -295048.343750 Penalty: 3895.195312
	Iteration 22F: 3 clusters Score -295048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31327.837891 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31327.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30107.140625 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30107.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30403.562500 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30403.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30593.232422 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30593.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30685.623047 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30685.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30767.445312 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30767.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30826.697266 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30826.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30950.882812 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -30950.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31062.136719 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -31062.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31085.402344 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -31085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31107.072266 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -31107.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31120.658203 Penalty: 2867.248779
	Iteration 10Q: 3 clusters Score -31120.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31130.451172 Penalty: 2867.248779
	Iteration 11Q: 3 clusters Score -31130.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31146.310547 Penalty: 2867.248779
	Iteration 12Q: 3 clusters Score -31146.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31173.558594 Penalty: 2867.248779
	Iteration 13Q: 3 clusters Score -31173.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31193.365234 Penalty: 2867.248779
	Iteration 14Q: 3 clusters Score -31193.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31211.849609 Penalty: 2867.248779
	Iteration 15Q: 3 clusters Score -31211.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31227.396484 Penalty: 2867.248779
	Iteration 16Q: 3 clusters Score -31227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31251.695312 Penalty: 2867.248779
	Iteration 17Q: 3 clusters Score -31251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31283.578125 Penalty: 2867.248779
	Iteration 18Q: 3 clusters Score -31283.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31379.380859 Penalty: 2867.248779
	Iteration 19Q: 3 clusters Score -31379.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31379.380859 Penalty: 2867.248779
	Iteration 20F: 3 clusters Score -31379.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169907 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172961 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184019 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 122 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 202 members 
Entering Unmasked Estep 
Score: -124250800.000000 Penalty: 96178.070312
Splitting cluster 25 changes total score from -124252688.000000 to -124250800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -800638.312500 Penalty: 2180.590088
	Iteration 0F: 2 clusters Score -800638.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -795119.250000 Penalty: 4361.180176
	Iteration 0F: 3 clusters Score -795119.2 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -796501.250000 Penalty: 4361.180176
	Iteration 1F: 3 clusters Score -796501.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -796759.250000 Penalty: 4361.180176
	Iteration 2F: 3 clusters Score -796759.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -796946.937500 Penalty: 4361.180176
	Iteration 3F: 3 clusters Score -796946.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -797123.500000 Penalty: 4361.180176
	Iteration 4Q: 3 clusters Score -797123.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -797286.375000 Penalty: 4361.180176
	Iteration 5Q: 3 clusters Score -797286.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -797439.312500 Penalty: 4361.180176
	Iteration 6Q: 3 clusters Score -797439.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -797594.500000 Penalty: 4361.180176
	Iteration 7Q: 3 clusters Score -797594.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -797730.937500 Penalty: 4361.180176
	Iteration 8Q: 3 clusters Score -797730.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -797845.187500 Penalty: 4361.180176
	Iteration 9Q: 3 clusters Score -797845.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -797959.687500 Penalty: 4361.180176
	Iteration 10Q: 3 clusters Score -797959.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -798070.000000 Penalty: 4361.180176
	Iteration 11Q: 3 clusters Score -798070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -798161.312500 Penalty: 4361.180176
	Iteration 12Q: 3 clusters Score -798161.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -798230.562500 Penalty: 4361.180176
	Iteration 13Q: 3 clusters Score -798230.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -798285.187500 Penalty: 4361.180176
	Iteration 14Q: 3 clusters Score -798285.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -798340.312500 Penalty: 4361.180176
	Iteration 15Q: 3 clusters Score -798340.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -798392.250000 Penalty: 4361.180176
	Iteration 16Q: 3 clusters Score -798392.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -798449.625000 Penalty: 4361.180176
	Iteration 17Q: 3 clusters Score -798449.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -798493.375000 Penalty: 4361.180176
	Iteration 18Q: 3 clusters Score -798493.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -798537.250000 Penalty: 4361.180176
	Iteration 19Q: 3 clusters Score -798537.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -798573.312500 Penalty: 4361.180176
	Iteration 20F: 3 clusters Score -798573.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -798602.187500 Penalty: 4361.180176
	Iteration 21Q: 3 clusters Score -798602.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -798623.125000 Penalty: 4361.180176
	Iteration 22Q: 3 clusters Score -798623.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -798636.875000 Penalty: 4361.180176
	Iteration 23Q: 3 clusters Score -798636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -798653.562500 Penalty: 4361.180176
	Iteration 24Q: 3 clusters Score -798653.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -798665.750000 Penalty: 4361.180176
	Iteration 25Q: 3 clusters Score -798665.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -798681.500000 Penalty: 4361.180176
	Iteration 26Q: 3 clusters Score -798681.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -798701.562500 Penalty: 4361.180176
	Iteration 27Q: 3 clusters Score -798701.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -798722.000000 Penalty: 4361.180176
	Iteration 28Q: 3 clusters Score -798722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -798731.312500 Penalty: 4361.180176
	Iteration 29Q: 3 clusters Score -798731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -798738.625000 Penalty: 4361.180176
	Iteration 30Q: 3 clusters Score -798738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -798746.250000 Penalty: 4361.180176
	Iteration 31Q: 3 clusters Score -798746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -798746.125000 Penalty: 4361.180176
	Iteration 32Q: 3 clusters Score -798746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -798753.562500 Penalty: 4361.180176
	Iteration 33Q: 3 clusters Score -798753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -798760.500000 Penalty: 4361.180176
	Iteration 34Q: 3 clusters Score -798760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -798763.125000 Penalty: 4361.180176
	Iteration 35Q: 3 clusters Score -798763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -798764.625000 Penalty: 4361.180176
	Iteration 36Q: 3 clusters Score -798764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -798768.937500 Penalty: 4361.180176
	Iteration 37Q: 3 clusters Score -798768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -798770.250000 Penalty: 4361.180176
	Iteration 38Q: 3 clusters Score -798770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -798771.750000 Penalty: 4361.180176
	Iteration 39Q: 3 clusters Score -798771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -798771.750000 Penalty: 4361.180176
	Iteration 40F: 3 clusters Score -798771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -42329.691406 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -42329.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40968.871094 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -40968.87 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41453.082031 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -41453.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41774.238281 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -41774.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41857.242188 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -41857.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41895.648438 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -41895.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41951.781250 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -41951.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41996.882812 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -41996.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42090.152344 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -42090.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42196.011719 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -42196.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42306.398438 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -42306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42348.949219 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -42348.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42395.476562 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -42395.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42450.929688 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -42450.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42503.675781 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -42503.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42544.492188 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -42544.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42591.652344 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -42591.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42668.089844 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -42668.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42784.433594 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -42784.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42786.128906 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -42786.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42786.128906 Penalty: 3027.977295
	Iteration 19F: 3 clusters Score -42786.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 169907 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 53826 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 172961 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 169310 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 184019 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 223 members 
Entering Unmasked Estep 
Score: -124251360.000000 Penalty: 96178.070312
Splitting cluster 27 changes total score from -124252688.000000 to -124251360.000000
So it's not getting split.
--- Evaluating fit on full set of 3106918 points ---
Entering Unmasked Estep 
Score: -378305984.000000 Penalty: 100099.453125
24->28 Clusters: Score -378305984.000000, best is -378502304.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1035639 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 43157 members 
Mstep: Class 3 contains 42896 members 
Mstep: Class 4 contains 43059 members 
Mstep: Class 5 contains 43154 members 
Mstep: Class 6 contains 42988 members 
Mstep: Class 7 contains 43230 members 
Mstep: Class 8 contains 43183 members 
Mstep: Class 9 contains 43416 members 
Mstep: Class 10 contains 43112 members 
Mstep: Class 11 contains 43474 members 
Mstep: Class 12 contains 43259 members 
Mstep: Class 13 contains 43468 members 
Mstep: Class 14 contains 43334 members 
Mstep: Class 15 contains 43060 members 
Mstep: Class 16 contains 43006 members 
Mstep: Class 17 contains 43340 members 
Mstep: Class 18 contains 42953 members 
Mstep: Class 19 contains 42981 members 
Mstep: Class 20 contains 43069 members 
Mstep: Class 21 contains 43174 members 
Mstep: Class 22 contains 43203 members 
Mstep: Class 23 contains 42971 members 
Mstep: Class 24 contains 43247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 196.513306 but Gain 3434.929688
Score: -118802104.000000 Penalty: 79003.414062
Iteration 0F: 24 clusters Score -1.188021e+08 nChanged 988690
Entering Unmasked Mstep 
Mstep: Class 0 contains 2019 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 33664 members 
Mstep: Class 3 contains 57047 members 
Mstep: Class 4 contains 17947 members 
Mstep: Class 5 contains 53195 members 
Mstep: Class 6 contains 69690 members 
Mstep: Class 7 contains 32912 members 
Mstep: Class 8 contains 123386 members 
Mstep: Class 9 contains 46388 members 
Mstep: Class 10 contains 78802 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 34406 members 
Mstep: Class 13 contains 74361 members 
Mstep: Class 14 contains 5974 members 
Mstep: Class 15 contains 16995 members 
Mstep: Class 16 contains 15109 members 
Mstep: Class 17 contains 63199 members 
Mstep: Class 19 contains 20375 members 
Mstep: Class 20 contains 22737 members 
Mstep: Class 21 contains 87681 members 
Mstep: Class 22 contains 9842 members 
Mstep: Class 23 contains 96973 members 
Mstep: Class 24 contains 12439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121888824.000000 Penalty: 79003.414062
Iteration 1F: 24 clusters Score -1.218888e+08 nChanged 413060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1983 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 22008 members 
Mstep: Class 3 contains 38295 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 40895 members 
Mstep: Class 6 contains 63573 members 
Mstep: Class 7 contains 38003 members 
Mstep: Class 8 contains 190801 members 
Mstep: Class 9 contains 37041 members 
Mstep: Class 10 contains 71124 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 25061 members 
Mstep: Class 13 contains 100559 members 
Mstep: Class 14 contains 8116 members 
Mstep: Class 15 contains 11313 members 
Mstep: Class 16 contains 13045 members 
Mstep: Class 17 contains 61187 members 
Mstep: Class 19 contains 14877 members 
Mstep: Class 20 contains 22996 members 
Mstep: Class 21 contains 86352 members 
Mstep: Class 22 contains 7567 members 
Mstep: Class 23 contains 104911 members 
Mstep: Class 24 contains 10783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3027.895508 but Gain 3434.929688
Score: -122689424.000000 Penalty: 75568.484375
Iteration 2F: 23 clusters Score -1.226894e+08 nChanged 290062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1977 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 13315 members 
Mstep: Class 3 contains 24437 members 
Mstep: Class 5 contains 33012 members 
Mstep: Class 6 contains 59276 members 
Mstep: Class 7 contains 35837 members 
Mstep: Class 8 contains 238482 members 
Mstep: Class 9 contains 24780 members 
Mstep: Class 10 contains 53114 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 19295 members 
Mstep: Class 13 contains 104796 members 
Mstep: Class 14 contains 14232 members 
Mstep: Class 15 contains 13860 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 66138 members 
Mstep: Class 19 contains 9301 members 
Mstep: Class 20 contains 24966 members 
Mstep: Class 21 contains 102780 members 
Mstep: Class 22 contains 8581 members 
Mstep: Class 23 contains 109073 members 
Mstep: Class 24 contains 14509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123081432.000000 Penalty: 75568.484375
Iteration 3F: 23 clusters Score -1.230814e+08 nChanged 214380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1974 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 8518 members 
Mstep: Class 3 contains 16872 members 
Mstep: Class 5 contains 24653 members 
Mstep: Class 6 contains 60333 members 
Mstep: Class 7 contains 30369 members 
Mstep: Class 8 contains 241541 members 
Mstep: Class 9 contains 17067 members 
Mstep: Class 10 contains 35723 members 
Mstep: Class 11 contains 9635 members 
Mstep: Class 12 contains 18210 members 
Mstep: Class 13 contains 102873 members 
Mstep: Class 14 contains 17075 members 
Mstep: Class 15 contains 23308 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 67830 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 25582 members 
Mstep: Class 21 contains 122304 members 
Mstep: Class 22 contains 9055 members 
Mstep: Class 23 contains 134978 members 
Mstep: Class 24 contains 17922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123310848.000000 Penalty: 75568.484375
Iteration 4F: 23 clusters Score -1.233108e+08 nChanged 174398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1886 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 5 contains 18164 members 
Mstep: Class 6 contains 64159 members 
Mstep: Class 7 contains 27638 members 
Mstep: Class 8 contains 213793 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 21750 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 18717 members 
Mstep: Class 13 contains 96904 members 
Mstep: Class 14 contains 18114 members 
Mstep: Class 15 contains 38083 members 
Mstep: Class 16 contains 16835 members 
Mstep: Class 17 contains 65752 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 24629 members 
Mstep: Class 21 contains 136856 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 176474 members 
Mstep: Class 24 contains 21828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123588032.000000 Penalty: 75568.484375
Iteration 5F: 23 clusters Score -1.23588e+08 nChanged 150980
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 7108 members 
Mstep: Class 3 contains 12641 members 
Mstep: Class 5 contains 13424 members 
Mstep: Class 6 contains 66995 members 
Mstep: Class 7 contains 27645 members 
Mstep: Class 8 contains 169453 members 
Mstep: Class 9 contains 10147 members 
Mstep: Class 10 contains 12193 members 
Mstep: Class 11 contains 8390 members 
Mstep: Class 12 contains 19818 members 
Mstep: Class 13 contains 88695 members 
Mstep: Class 14 contains 18347 members 
Mstep: Class 15 contains 52925 members 
Mstep: Class 16 contains 18270 members 
Mstep: Class 17 contains 62958 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 23050 members 
Mstep: Class 21 contains 146835 members 
Mstep: Class 22 contains 8125 members 
Mstep: Class 23 contains 226006 members 
Mstep: Class 24 contains 26013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123776488.000000 Penalty: 75568.484375
Iteration 6F: 23 clusters Score -1.237765e+08 nChanged 125845
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 11940 members 
Mstep: Class 5 contains 10336 members 
Mstep: Class 6 contains 67729 members 
Mstep: Class 7 contains 29728 members 
Mstep: Class 8 contains 126121 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 6963 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 82931 members 
Mstep: Class 14 contains 17736 members 
Mstep: Class 15 contains 63308 members 
Mstep: Class 16 contains 19191 members 
Mstep: Class 17 contains 60848 members 
Mstep: Class 19 contains 2416 members 
Mstep: Class 20 contains 22101 members 
Mstep: Class 21 contains 152643 members 
Mstep: Class 22 contains 7805 members 
Mstep: Class 23 contains 269562 members 
Mstep: Class 24 contains 29201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123842096.000000 Penalty: 75568.484375
Iteration 7F: 23 clusters Score -1.238421e+08 nChanged 93879
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 11619 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 67231 members 
Mstep: Class 7 contains 33172 members 
Mstep: Class 8 contains 97963 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 7515 members 
Mstep: Class 12 contains 23042 members 
Mstep: Class 13 contains 81431 members 
Mstep: Class 14 contains 16810 members 
Mstep: Class 15 contains 70037 members 
Mstep: Class 16 contains 19554 members 
Mstep: Class 17 contains 59587 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 21781 members 
Mstep: Class 21 contains 155493 members 
Mstep: Class 22 contains 7774 members 
Mstep: Class 23 contains 293195 members 
Mstep: Class 24 contains 31001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123888880.000000 Penalty: 75568.484375
Iteration 8F: 23 clusters Score -1.238889e+08 nChanged 73185
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10127 members 
Mstep: Class 3 contains 11410 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 65852 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 79599 members 
Mstep: Class 9 contains 8508 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 24539 members 
Mstep: Class 13 contains 81064 members 
Mstep: Class 14 contains 15803 members 
Mstep: Class 15 contains 74453 members 
Mstep: Class 16 contains 19842 members 
Mstep: Class 17 contains 58863 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 156793 members 
Mstep: Class 22 contains 7812 members 
Mstep: Class 23 contains 306842 members 
Mstep: Class 24 contains 31969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3056.644775 but Gain 3434.929688
Score: -123916736.000000 Penalty: 72133.554688
Iteration 9F: 22 clusters Score -1.239167e+08 nChanged 64188
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 5 contains 6348 members 
Mstep: Class 6 contains 64141 members 
Mstep: Class 7 contains 39960 members 
Mstep: Class 8 contains 68633 members 
Mstep: Class 9 contains 8850 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 25882 members 
Mstep: Class 13 contains 82527 members 
Mstep: Class 14 contains 14839 members 
Mstep: Class 15 contains 77630 members 
Mstep: Class 16 contains 20140 members 
Mstep: Class 17 contains 58456 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 158089 members 
Mstep: Class 22 contains 7882 members 
Mstep: Class 23 contains 313596 members 
Mstep: Class 24 contains 32519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123938480.000000 Penalty: 72133.554688
Iteration 10F: 22 clusters Score -1.239385e+08 nChanged 50949
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 62059 members 
Mstep: Class 7 contains 42524 members 
Mstep: Class 8 contains 63321 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 27151 members 
Mstep: Class 13 contains 86259 members 
Mstep: Class 14 contains 13898 members 
Mstep: Class 15 contains 79925 members 
Mstep: Class 16 contains 20400 members 
Mstep: Class 17 contains 58254 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 21574 members 
Mstep: Class 21 contains 157906 members 
Mstep: Class 22 contains 7884 members 
Mstep: Class 23 contains 311953 members 
Mstep: Class 24 contains 32820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123961480.000000 Penalty: 72133.554688
Iteration 11Q: 22 clusters Score -1.239615e+08 nChanged 44247
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 11018 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 59881 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 61524 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 28278 members 
Mstep: Class 13 contains 91871 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 81609 members 
Mstep: Class 16 contains 20711 members 
Mstep: Class 17 contains 58129 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 20 contains 21534 members 
Mstep: Class 21 contains 157208 members 
Mstep: Class 22 contains 7880 members 
Mstep: Class 23 contains 306231 members 
Mstep: Class 24 contains 32917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123984944.000000 Penalty: 72133.554688
Iteration 12Q: 22 clusters Score -1.239849e+08 nChanged 40014
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 2 contains 12784 members 
Mstep: Class 3 contains 10904 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 57660 members 
Mstep: Class 7 contains 46758 members 
Mstep: Class 8 contains 61648 members 
Mstep: Class 9 contains 9982 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 5841 members 
Mstep: Class 12 contains 29310 members 
Mstep: Class 13 contains 98855 members 
Mstep: Class 14 contains 12406 members 
Mstep: Class 15 contains 82820 members 
Mstep: Class 16 contains 21075 members 
Mstep: Class 17 contains 58060 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 21501 members 
Mstep: Class 21 contains 156185 members 
Mstep: Class 22 contains 7868 members 
Mstep: Class 23 contains 298350 members 
Mstep: Class 24 contains 32875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124004072.000000 Penalty: 72133.554688
Iteration 13Q: 22 clusters Score -1.240041e+08 nChanged 37061
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 13069 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 55704 members 
Mstep: Class 7 contains 48616 members 
Mstep: Class 8 contains 63242 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 30236 members 
Mstep: Class 13 contains 107288 members 
Mstep: Class 14 contains 11783 members 
Mstep: Class 15 contains 83583 members 
Mstep: Class 16 contains 21414 members 
Mstep: Class 17 contains 58023 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 154750 members 
Mstep: Class 22 contains 7859 members 
Mstep: Class 23 contains 288454 members 
Mstep: Class 24 contains 32766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124014896.000000 Penalty: 72133.554688
Iteration 14Q: 22 clusters Score -1.240149e+08 nChanged 34678
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 13498 members 
Mstep: Class 3 contains 10653 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 53937 members 
Mstep: Class 7 contains 50287 members 
Mstep: Class 8 contains 66051 members 
Mstep: Class 9 contains 10311 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 31027 members 
Mstep: Class 13 contains 116868 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 84045 members 
Mstep: Class 16 contains 21703 members 
Mstep: Class 17 contains 57970 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 21394 members 
Mstep: Class 21 contains 153199 members 
Mstep: Class 22 contains 7759 members 
Mstep: Class 23 contains 276434 members 
Mstep: Class 24 contains 32626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124028840.000000 Penalty: 72133.554688
Iteration 15Q: 22 clusters Score -1.240288e+08 nChanged 31297
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 10510 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 52386 members 
Mstep: Class 7 contains 51760 members 
Mstep: Class 8 contains 69345 members 
Mstep: Class 9 contains 10613 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 31607 members 
Mstep: Class 13 contains 126828 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 15 contains 84324 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 21332 members 
Mstep: Class 21 contains 151465 members 
Mstep: Class 22 contains 7600 members 
Mstep: Class 23 contains 263962 members 
Mstep: Class 24 contains 32427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124041688.000000 Penalty: 72133.554688
Iteration 16Q: 22 clusters Score -1.240417e+08 nChanged 28268
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 10397 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 51031 members 
Mstep: Class 7 contains 53114 members 
Mstep: Class 8 contains 73049 members 
Mstep: Class 9 contains 10906 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 32038 members 
Mstep: Class 13 contains 136583 members 
Mstep: Class 14 contains 10669 members 
Mstep: Class 15 contains 84418 members 
Mstep: Class 16 contains 22152 members 
Mstep: Class 17 contains 57943 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 21278 members 
Mstep: Class 21 contains 149649 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 251674 members 
Mstep: Class 24 contains 32167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124055496.000000 Penalty: 72133.554688
Iteration 17Q: 22 clusters Score -1.240555e+08 nChanged 25962
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 14943 members 
Mstep: Class 3 contains 10264 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 49847 members 
Mstep: Class 7 contains 54325 members 
Mstep: Class 8 contains 76932 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 32342 members 
Mstep: Class 13 contains 146029 members 
Mstep: Class 14 contains 10503 members 
Mstep: Class 15 contains 84421 members 
Mstep: Class 16 contains 22197 members 
Mstep: Class 17 contains 57940 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 21236 members 
Mstep: Class 21 contains 147525 members 
Mstep: Class 22 contains 7117 members 
Mstep: Class 23 contains 240077 members 
Mstep: Class 24 contains 31933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124067088.000000 Penalty: 72133.554688
Iteration 18Q: 22 clusters Score -1.240671e+08 nChanged 25120
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 10174 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 48812 members 
Mstep: Class 7 contains 55515 members 
Mstep: Class 8 contains 80223 members 
Mstep: Class 9 contains 11390 members 
Mstep: Class 10 contains 4335 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 32543 members 
Mstep: Class 13 contains 156105 members 
Mstep: Class 14 contains 10387 members 
Mstep: Class 15 contains 84280 members 
Mstep: Class 16 contains 22323 members 
Mstep: Class 17 contains 57914 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 21204 members 
Mstep: Class 21 contains 145174 members 
Mstep: Class 22 contains 6792 members 
Mstep: Class 23 contains 228666 members 
Mstep: Class 24 contains 31624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124078272.000000 Penalty: 72133.554688
Iteration 19Q: 22 clusters Score -1.240783e+08 nChanged 26364
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10045 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 47861 members 
Mstep: Class 7 contains 56685 members 
Mstep: Class 8 contains 81731 members 
Mstep: Class 9 contains 11618 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 32695 members 
Mstep: Class 13 contains 168292 members 
Mstep: Class 14 contains 10307 members 
Mstep: Class 15 contains 84095 members 
Mstep: Class 16 contains 22475 members 
Mstep: Class 17 contains 57907 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 21170 members 
Mstep: Class 21 contains 142850 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 216814 members 
Mstep: Class 24 contains 31305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124089096.000000 Penalty: 72133.554688
Iteration 20F: 22 clusters Score -1.240891e+08 nChanged 29881
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 16898 members 
Mstep: Class 3 contains 9903 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 47087 members 
Mstep: Class 7 contains 57773 members 
Mstep: Class 8 contains 80308 members 
Mstep: Class 9 contains 11812 members 
Mstep: Class 10 contains 5224 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 32698 members 
Mstep: Class 13 contains 184255 members 
Mstep: Class 14 contains 10248 members 
Mstep: Class 15 contains 83827 members 
Mstep: Class 16 contains 22620 members 
Mstep: Class 17 contains 57856 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 21106 members 
Mstep: Class 21 contains 140598 members 
Mstep: Class 22 contains 6317 members 
Mstep: Class 23 contains 203967 members 
Mstep: Class 24 contains 30856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124094568.000000 Penalty: 72133.554688
Iteration 21Q: 22 clusters Score -1.240946e+08 nChanged 36647
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 17613 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 5 contains 5439 members 
Mstep: Class 6 contains 46569 members 
Mstep: Class 7 contains 58830 members 
Mstep: Class 8 contains 74484 members 
Mstep: Class 9 contains 12009 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 3903 members 
Mstep: Class 12 contains 32629 members 
Mstep: Class 13 contains 206169 members 
Mstep: Class 14 contains 10218 members 
Mstep: Class 15 contains 83560 members 
Mstep: Class 16 contains 22783 members 
Mstep: Class 17 contains 57804 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 139152 members 
Mstep: Class 22 contains 6248 members 
Mstep: Class 23 contains 188637 members 
Mstep: Class 24 contains 30230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124095296.000000 Penalty: 72133.554688
Iteration 22Q: 22 clusters Score -1.240953e+08 nChanged 42985
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 18562 members 
Mstep: Class 3 contains 9465 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 46324 members 
Mstep: Class 7 contains 59872 members 
Mstep: Class 8 contains 64159 members 
Mstep: Class 9 contains 12220 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 12 contains 32527 members 
Mstep: Class 13 contains 233734 members 
Mstep: Class 14 contains 10193 members 
Mstep: Class 15 contains 83251 members 
Mstep: Class 16 contains 22855 members 
Mstep: Class 17 contains 57753 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 21 contains 138696 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 170919 members 
Mstep: Class 24 contains 29452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124090080.000000 Penalty: 72133.554688
Iteration 23Q: 22 clusters Score -1.240901e+08 nChanged 49555
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 19833 members 
Mstep: Class 3 contains 9146 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 46155 members 
Mstep: Class 7 contains 60771 members 
Mstep: Class 8 contains 50317 members 
Mstep: Class 9 contains 12498 members 
Mstep: Class 10 contains 7178 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 32413 members 
Mstep: Class 13 contains 264852 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 22853 members 
Mstep: Class 17 contains 57699 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 20835 members 
Mstep: Class 21 contains 139554 members 
Mstep: Class 22 contains 6262 members 
Mstep: Class 23 contains 151682 members 
Mstep: Class 24 contains 28611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124082624.000000 Penalty: 72133.554688
Iteration 24Q: 22 clusters Score -1.240826e+08 nChanged 44523
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 20922 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 45984 members 
Mstep: Class 7 contains 61562 members 
Mstep: Class 8 contains 38832 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 7776 members 
Mstep: Class 11 contains 3613 members 
Mstep: Class 12 contains 32282 members 
Mstep: Class 13 contains 284759 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 82438 members 
Mstep: Class 16 contains 22760 members 
Mstep: Class 17 contains 57706 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 20761 members 
Mstep: Class 21 contains 141810 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 140012 members 
Mstep: Class 24 contains 27997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124074888.000000 Penalty: 72133.554688
Iteration 25Q: 22 clusters Score -1.240749e+08 nChanged 32419
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21505 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 45815 members 
Mstep: Class 7 contains 62240 members 
Mstep: Class 8 contains 31516 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 8231 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 32110 members 
Mstep: Class 13 contains 292265 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 15 contains 81928 members 
Mstep: Class 16 contains 22463 members 
Mstep: Class 17 contains 57797 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 20703 members 
Mstep: Class 21 contains 144809 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 136421 members 
Mstep: Class 24 contains 27758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124079616.000000 Penalty: 72133.554688
Iteration 26Q: 22 clusters Score -1.240796e+08 nChanged 25274
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 8520 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 6 contains 45496 members 
Mstep: Class 7 contains 62876 members 
Mstep: Class 8 contains 26366 members 
Mstep: Class 9 contains 13279 members 
Mstep: Class 10 contains 8553 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 12 contains 31953 members 
Mstep: Class 13 contains 295751 members 
Mstep: Class 14 contains 10128 members 
Mstep: Class 15 contains 81326 members 
Mstep: Class 16 contains 22108 members 
Mstep: Class 17 contains 57846 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 20659 members 
Mstep: Class 21 contains 147583 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 135675 members 
Mstep: Class 24 contains 27579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124082112.000000 Penalty: 72133.554688
Iteration 27Q: 22 clusters Score -1.240821e+08 nChanged 20240
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21767 members 
Mstep: Class 3 contains 8486 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 45160 members 
Mstep: Class 7 contains 63465 members 
Mstep: Class 8 contains 22831 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 3410 members 
Mstep: Class 12 contains 31822 members 
Mstep: Class 13 contains 295781 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 80703 members 
Mstep: Class 16 contains 21784 members 
Mstep: Class 17 contains 57865 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 20626 members 
Mstep: Class 21 contains 150453 members 
Mstep: Class 22 contains 6371 members 
Mstep: Class 23 contains 136907 members 
Mstep: Class 24 contains 27460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124084488.000000 Penalty: 72133.554688
Iteration 28Q: 22 clusters Score -1.240845e+08 nChanged 16800
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21796 members 
Mstep: Class 3 contains 8480 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 44803 members 
Mstep: Class 7 contains 64054 members 
Mstep: Class 8 contains 20370 members 
Mstep: Class 9 contains 13415 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 31720 members 
Mstep: Class 13 contains 293863 members 
Mstep: Class 14 contains 10115 members 
Mstep: Class 15 contains 80045 members 
Mstep: Class 16 contains 21476 members 
Mstep: Class 17 contains 57866 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 153102 members 
Mstep: Class 22 contains 6383 members 
Mstep: Class 23 contains 139299 members 
Mstep: Class 24 contains 27399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124087240.000000 Penalty: 72133.554688
Iteration 29Q: 22 clusters Score -1.240872e+08 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21853 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 5 contains 5905 members 
Mstep: Class 6 contains 44479 members 
Mstep: Class 7 contains 64703 members 
Mstep: Class 8 contains 18581 members 
Mstep: Class 9 contains 13371 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 3296 members 
Mstep: Class 12 contains 31642 members 
Mstep: Class 13 contains 290826 members 
Mstep: Class 14 contains 10111 members 
Mstep: Class 15 contains 79392 members 
Mstep: Class 16 contains 21133 members 
Mstep: Class 17 contains 57870 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 20575 members 
Mstep: Class 21 contains 155447 members 
Mstep: Class 22 contains 6396 members 
Mstep: Class 23 contains 142315 members 
Mstep: Class 24 contains 27409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124090992.000000 Penalty: 72133.554688
Iteration 30Q: 22 clusters Score -1.24091e+08 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21889 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 44133 members 
Mstep: Class 7 contains 65389 members 
Mstep: Class 8 contains 17261 members 
Mstep: Class 9 contains 13278 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 31605 members 
Mstep: Class 13 contains 287205 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 78728 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 17 contains 57875 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 20556 members 
Mstep: Class 21 contains 157549 members 
Mstep: Class 22 contains 6400 members 
Mstep: Class 23 contains 145709 members 
Mstep: Class 24 contains 27413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124092568.000000 Penalty: 72133.554688
Iteration 31Q: 22 clusters Score -1.240926e+08 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21886 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 43812 members 
Mstep: Class 7 contains 66065 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 13160 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 31580 members 
Mstep: Class 13 contains 282782 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 78104 members 
Mstep: Class 16 contains 20599 members 
Mstep: Class 17 contains 57876 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 20538 members 
Mstep: Class 21 contains 159779 members 
Mstep: Class 22 contains 6407 members 
Mstep: Class 23 contains 149371 members 
Mstep: Class 24 contains 27431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124095840.000000 Penalty: 72133.554688
Iteration 32Q: 22 clusters Score -1.240958e+08 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21860 members 
Mstep: Class 3 contains 8518 members 
Mstep: Class 5 contains 6141 members 
Mstep: Class 6 contains 43548 members 
Mstep: Class 7 contains 66751 members 
Mstep: Class 8 contains 15583 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 31561 members 
Mstep: Class 13 contains 278153 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 77514 members 
Mstep: Class 16 contains 20364 members 
Mstep: Class 17 contains 57883 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 20526 members 
Mstep: Class 21 contains 161945 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 152934 members 
Mstep: Class 24 contains 27473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124100920.000000 Penalty: 72133.554688
Iteration 33Q: 22 clusters Score -1.241009e+08 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21840 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 43239 members 
Mstep: Class 7 contains 67432 members 
Mstep: Class 8 contains 14889 members 
Mstep: Class 9 contains 12854 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 3162 members 
Mstep: Class 12 contains 31546 members 
Mstep: Class 13 contains 273917 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 76969 members 
Mstep: Class 16 contains 20128 members 
Mstep: Class 17 contains 57888 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 20516 members 
Mstep: Class 21 contains 163973 members 
Mstep: Class 22 contains 6407 members 
Mstep: Class 23 contains 156267 members 
Mstep: Class 24 contains 27530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124103896.000000 Penalty: 72133.554688
Iteration 34Q: 22 clusters Score -1.241039e+08 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21792 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 42946 members 
Mstep: Class 7 contains 68158 members 
Mstep: Class 8 contains 14329 members 
Mstep: Class 9 contains 12662 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 31533 members 
Mstep: Class 13 contains 269334 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 76438 members 
Mstep: Class 16 contains 19909 members 
Mstep: Class 17 contains 57884 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 20509 members 
Mstep: Class 21 contains 165864 members 
Mstep: Class 22 contains 6409 members 
Mstep: Class 23 contains 159869 members 
Mstep: Class 24 contains 27586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124107552.000000 Penalty: 72133.554688
Iteration 35Q: 22 clusters Score -1.241076e+08 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21695 members 
Mstep: Class 3 contains 8545 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 6 contains 42630 members 
Mstep: Class 7 contains 68861 members 
Mstep: Class 8 contains 13840 members 
Mstep: Class 9 contains 12461 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 31513 members 
Mstep: Class 13 contains 264912 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 75961 members 
Mstep: Class 16 contains 19706 members 
Mstep: Class 17 contains 57889 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 20495 members 
Mstep: Class 21 contains 167677 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 163349 members 
Mstep: Class 24 contains 27666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124111152.000000 Penalty: 72133.554688
Iteration 36Q: 22 clusters Score -1.241112e+08 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21560 members 
Mstep: Class 3 contains 8544 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 42327 members 
Mstep: Class 7 contains 69568 members 
Mstep: Class 8 contains 13353 members 
Mstep: Class 9 contains 12223 members 
Mstep: Class 10 contains 9834 members 
Mstep: Class 11 contains 3082 members 
Mstep: Class 12 contains 31512 members 
Mstep: Class 13 contains 260538 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 75508 members 
Mstep: Class 16 contains 19509 members 
Mstep: Class 17 contains 57897 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 20488 members 
Mstep: Class 21 contains 169399 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 166842 members 
Mstep: Class 24 contains 27768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124115384.000000 Penalty: 72133.554688
Iteration 37Q: 22 clusters Score -1.241154e+08 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 21401 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 42050 members 
Mstep: Class 7 contains 70359 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 12005 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 3058 members 
Mstep: Class 12 contains 31493 members 
Mstep: Class 13 contains 256244 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 75035 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 57899 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 20483 members 
Mstep: Class 21 contains 170993 members 
Mstep: Class 22 contains 6424 members 
Mstep: Class 23 contains 170296 members 
Mstep: Class 24 contains 27854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124118888.000000 Penalty: 72133.554688
Iteration 38Q: 22 clusters Score -1.241189e+08 nChanged 9918
Entering ConstructFrom: 
Score: -124118888.000000 Penalty: 72133.554688
Entering ConstructFrom: 
Trying to split cluster 2 (21227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Entering Unmasked Estep 
Score: -2515832.250000 Penalty: 2470.831055
	Iteration 0F: 2 clusters Score -2515832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2501012.250000 Penalty: 4941.662109
	Iteration 0F: 3 clusters Score -2501012 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2506260.500000 Penalty: 4941.662109
	Iteration 1F: 3 clusters Score -2506260 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2506966.250000 Penalty: 4941.662109
	Iteration 2F: 3 clusters Score -2506966 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2507966.250000 Penalty: 4941.662109
	Iteration 3F: 3 clusters Score -2507966 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2509473.500000 Penalty: 4941.662109
	Iteration 4F: 3 clusters Score -2509474 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2511427.500000 Penalty: 4941.662109
	Iteration 5F: 3 clusters Score -2511428 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2513305.000000 Penalty: 4941.662109
	Iteration 6F: 3 clusters Score -2513305 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2514897.250000 Penalty: 4941.662109
	Iteration 7F: 3 clusters Score -2514897 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2516101.750000 Penalty: 4941.662109
	Iteration 8F: 3 clusters Score -2516102 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2516687.750000 Penalty: 4941.662109
	Iteration 9Q: 3 clusters Score -2516688 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2517009.750000 Penalty: 4941.662109
	Iteration 10Q: 3 clusters Score -2517010 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2517223.500000 Penalty: 4941.662109
	Iteration 11Q: 3 clusters Score -2517224 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2517344.000000 Penalty: 4941.662109
	Iteration 12Q: 3 clusters Score -2517344 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2517422.500000 Penalty: 4941.662109
	Iteration 13Q: 3 clusters Score -2517422 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2517492.500000 Penalty: 4941.662109
	Iteration 14Q: 3 clusters Score -2517492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2517537.750000 Penalty: 4941.662109
	Iteration 15Q: 3 clusters Score -2517538 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2517584.500000 Penalty: 4941.662109
	Iteration 16Q: 3 clusters Score -2517584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2517600.000000 Penalty: 4941.662109
	Iteration 17Q: 3 clusters Score -2517600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2517599.000000 Penalty: 4941.662109
	Iteration 18Q: 3 clusters Score -2517599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2517601.500000 Penalty: 4941.662109
	Iteration 19Q: 3 clusters Score -2517602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2517602.250000 Penalty: 4941.662109
	Iteration 20F: 3 clusters Score -2517602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2517611.500000 Penalty: 4941.662109
	Iteration 21Q: 3 clusters Score -2517612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2517620.750000 Penalty: 4941.662109
	Iteration 22Q: 3 clusters Score -2517621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2517627.250000 Penalty: 4941.662109
	Iteration 23Q: 3 clusters Score -2517627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2517629.250000 Penalty: 4941.662109
	Iteration 24Q: 3 clusters Score -2517629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2517638.750000 Penalty: 4941.662109
	Iteration 25Q: 3 clusters Score -2517639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2517651.250000 Penalty: 4941.662109
	Iteration 26Q: 3 clusters Score -2517651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2517671.750000 Penalty: 4941.662109
	Iteration 27Q: 3 clusters Score -2517672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2517693.000000 Penalty: 4941.662109
	Iteration 28Q: 3 clusters Score -2517693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2517732.250000 Penalty: 4941.662109
	Iteration 29Q: 3 clusters Score -2517732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2517807.000000 Penalty: 4941.662109
	Iteration 30Q: 3 clusters Score -2517807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2517951.250000 Penalty: 4941.662109
	Iteration 31Q: 3 clusters Score -2517951 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2518089.750000 Penalty: 4941.662109
	Iteration 32Q: 3 clusters Score -2518090 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2518227.500000 Penalty: 4941.662109
	Iteration 33Q: 3 clusters Score -2518228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2518295.250000 Penalty: 4941.662109
	Iteration 34Q: 3 clusters Score -2518295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2518349.250000 Penalty: 4941.662109
	Iteration 35Q: 3 clusters Score -2518349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2518395.000000 Penalty: 4941.662109
	Iteration 36Q: 3 clusters Score -2518395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2518416.250000 Penalty: 4941.662109
	Iteration 37Q: 3 clusters Score -2518416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2518418.500000 Penalty: 4941.662109
	Iteration 38Q: 3 clusters Score -2518418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2518423.500000 Penalty: 4941.662109
	Iteration 39Q: 3 clusters Score -2518424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2518427.750000 Penalty: 4941.662109
	Iteration 40F: 3 clusters Score -2518428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2518427.500000 Penalty: 4941.662109
	Iteration 41Q: 3 clusters Score -2518428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2518429.500000 Penalty: 4941.662109
	Iteration 42Q: 3 clusters Score -2518430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2518430.000000 Penalty: 4941.662109
	Iteration 43Q: 3 clusters Score -2518430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2518430.000000 Penalty: 4941.662109
	Iteration 44F: 3 clusters Score -2518430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 41823 members 
Mstep: Class 7 contains 71242 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 31486 members 
Mstep: Class 13 contains 252052 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 74507 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 57897 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 20472 members 
Mstep: Class 21 contains 172608 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 173603 members 
Mstep: Class 24 contains 27929 members 
Entering Unmasked Estep 
Score: -124122000.000000 Penalty: 75568.484375
Splitting cluster 2 changes total score from -124118888.000000 to -124122000.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (8547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Entering Unmasked Estep 
Score: -1014944.125000 Penalty: 2245.227051
	Iteration 0F: 2 clusters Score -1014944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1008234.875000 Penalty: 4490.454102
	Iteration 0F: 3 clusters Score -1008235 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1010165.750000 Penalty: 4490.454102
	Iteration 1F: 3 clusters Score -1010166 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1010657.937500 Penalty: 4490.454102
	Iteration 2F: 3 clusters Score -1010658 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1011210.500000 Penalty: 4490.454102
	Iteration 3F: 3 clusters Score -1011210 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1011876.250000 Penalty: 4490.454102
	Iteration 4F: 3 clusters Score -1011876 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1012490.750000 Penalty: 4490.454102
	Iteration 5F: 3 clusters Score -1012491 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1013014.250000 Penalty: 4490.454102
	Iteration 6F: 3 clusters Score -1013014 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1013375.875000 Penalty: 4490.454102
	Iteration 7F: 3 clusters Score -1013376 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1013626.312500 Penalty: 4490.454102
	Iteration 8Q: 3 clusters Score -1013626 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1013813.562500 Penalty: 4490.454102
	Iteration 9Q: 3 clusters Score -1013814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1014001.437500 Penalty: 4490.454102
	Iteration 10Q: 3 clusters Score -1014001 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1014195.750000 Penalty: 4490.454102
	Iteration 11Q: 3 clusters Score -1014196 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1014385.875000 Penalty: 4490.454102
	Iteration 12Q: 3 clusters Score -1014386 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1014620.750000 Penalty: 4490.454102
	Iteration 13Q: 3 clusters Score -1014621 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1014827.250000 Penalty: 4490.454102
	Iteration 14Q: 3 clusters Score -1014827 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1015012.812500 Penalty: 4490.454102
	Iteration 15Q: 3 clusters Score -1015013 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1015165.187500 Penalty: 4490.454102
	Iteration 16Q: 3 clusters Score -1015165 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1015287.437500 Penalty: 4490.454102
	Iteration 17Q: 3 clusters Score -1015287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1015385.125000 Penalty: 4490.454102
	Iteration 18Q: 3 clusters Score -1015385 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1015466.375000 Penalty: 4490.454102
	Iteration 19Q: 3 clusters Score -1015466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1015517.000000 Penalty: 4490.454102
	Iteration 20F: 3 clusters Score -1015517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1015551.500000 Penalty: 4490.454102
	Iteration 21Q: 3 clusters Score -1015552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1015576.250000 Penalty: 4490.454102
	Iteration 22Q: 3 clusters Score -1015576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1015604.000000 Penalty: 4490.454102
	Iteration 23Q: 3 clusters Score -1015604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1015618.812500 Penalty: 4490.454102
	Iteration 24Q: 3 clusters Score -1015619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1015636.625000 Penalty: 4490.454102
	Iteration 25Q: 3 clusters Score -1015637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1015642.000000 Penalty: 4490.454102
	Iteration 26Q: 3 clusters Score -1015642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1015652.500000 Penalty: 4490.454102
	Iteration 27Q: 3 clusters Score -1015652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1015658.125000 Penalty: 4490.454102
	Iteration 28Q: 3 clusters Score -1015658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1015661.437500 Penalty: 4490.454102
	Iteration 29Q: 3 clusters Score -1015661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1015664.312500 Penalty: 4490.454102
	Iteration 30Q: 3 clusters Score -1015664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1015670.562500 Penalty: 4490.454102
	Iteration 31Q: 3 clusters Score -1015671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1015676.062500 Penalty: 4490.454102
	Iteration 32Q: 3 clusters Score -1015676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1015677.687500 Penalty: 4490.454102
	Iteration 33Q: 3 clusters Score -1015678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1015681.750000 Penalty: 4490.454102
	Iteration 34Q: 3 clusters Score -1015682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1015683.125000 Penalty: 4490.454102
	Iteration 35Q: 3 clusters Score -1015683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1015686.875000 Penalty: 4490.454102
	Iteration 36Q: 3 clusters Score -1015687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1015688.125000 Penalty: 4490.454102
	Iteration 37Q: 3 clusters Score -1015688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1015691.687500 Penalty: 4490.454102
	Iteration 38Q: 3 clusters Score -1015692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1015691.812500 Penalty: 4490.454102
	Iteration 39Q: 3 clusters Score -1015692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1015694.750000 Penalty: 4490.454102
	Iteration 40F: 3 clusters Score -1015695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1015696.750000 Penalty: 4490.454102
	Iteration 41Q: 3 clusters Score -1015697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1015698.187500 Penalty: 4490.454102
	Iteration 42Q: 3 clusters Score -1015698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1015700.937500 Penalty: 4490.454102
	Iteration 43Q: 3 clusters Score -1015701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1015702.437500 Penalty: 4490.454102
	Iteration 44Q: 3 clusters Score -1015702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1015702.187500 Penalty: 4490.454102
	Iteration 45Q: 3 clusters Score -1015702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1015703.312500 Penalty: 4490.454102
	Iteration 46Q: 3 clusters Score -1015703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1015703.375000 Penalty: 4490.454102
	Iteration 47Q: 3 clusters Score -1015703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1015701.875000 Penalty: 4490.454102
	Iteration 48Q: 3 clusters Score -1015702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1015701.875000 Penalty: 4490.454102
	Iteration 49F: 3 clusters Score -1015702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 41823 members 
Mstep: Class 7 contains 71242 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 31486 members 
Mstep: Class 13 contains 252052 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 74507 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 57897 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 20472 members 
Mstep: Class 21 contains 172608 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 173603 members 
Mstep: Class 24 contains 27929 members 
Entering Unmasked Estep 
Score: -124121040.000000 Penalty: 79003.414062
Splitting cluster 3 changes total score from -124118888.000000 to -124121040.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (6543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Entering Unmasked Estep 
Score: -730414.500000 Penalty: 2178.965332
	Iteration 0F: 2 clusters Score -730414.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -725002.437500 Penalty: 4357.930664
	Iteration 0F: 3 clusters Score -725002.4 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -726645.375000 Penalty: 4357.930664
	Iteration 1F: 3 clusters Score -726645.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -727042.000000 Penalty: 4357.930664
	Iteration 2F: 3 clusters Score -727042 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -727316.562500 Penalty: 4357.930664
	Iteration 3F: 3 clusters Score -727316.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -727548.125000 Penalty: 4357.930664
	Iteration 4F: 3 clusters Score -727548.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -727770.750000 Penalty: 4357.930664
	Iteration 5Q: 3 clusters Score -727770.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -727949.062500 Penalty: 4357.930664
	Iteration 6Q: 3 clusters Score -727949.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -728078.937500 Penalty: 4357.930664
	Iteration 7Q: 3 clusters Score -728078.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -728191.500000 Penalty: 4357.930664
	Iteration 8Q: 3 clusters Score -728191.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -728286.750000 Penalty: 4357.930664
	Iteration 9Q: 3 clusters Score -728286.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -728367.687500 Penalty: 4357.930664
	Iteration 10Q: 3 clusters Score -728367.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -728445.375000 Penalty: 4357.930664
	Iteration 11Q: 3 clusters Score -728445.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -728499.750000 Penalty: 4357.930664
	Iteration 12Q: 3 clusters Score -728499.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -728540.812500 Penalty: 4357.930664
	Iteration 13Q: 3 clusters Score -728540.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -728570.187500 Penalty: 4357.930664
	Iteration 14Q: 3 clusters Score -728570.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -728599.875000 Penalty: 4357.930664
	Iteration 15Q: 3 clusters Score -728599.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -728645.937500 Penalty: 4357.930664
	Iteration 16Q: 3 clusters Score -728645.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -728706.250000 Penalty: 4357.930664
	Iteration 17Q: 3 clusters Score -728706.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -728751.187500 Penalty: 4357.930664
	Iteration 18Q: 3 clusters Score -728751.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -728783.000000 Penalty: 4357.930664
	Iteration 19Q: 3 clusters Score -728783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -728805.062500 Penalty: 4357.930664
	Iteration 20F: 3 clusters Score -728805.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -728814.562500 Penalty: 4357.930664
	Iteration 21Q: 3 clusters Score -728814.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -728827.312500 Penalty: 4357.930664
	Iteration 22Q: 3 clusters Score -728827.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -728838.625000 Penalty: 4357.930664
	Iteration 23Q: 3 clusters Score -728838.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -728845.375000 Penalty: 4357.930664
	Iteration 24Q: 3 clusters Score -728845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -728850.437500 Penalty: 4357.930664
	Iteration 25Q: 3 clusters Score -728850.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -728856.062500 Penalty: 4357.930664
	Iteration 26Q: 3 clusters Score -728856.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -728860.562500 Penalty: 4357.930664
	Iteration 27Q: 3 clusters Score -728860.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -728868.375000 Penalty: 4357.930664
	Iteration 28Q: 3 clusters Score -728868.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -728876.312500 Penalty: 4357.930664
	Iteration 29Q: 3 clusters Score -728876.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -728877.812500 Penalty: 4357.930664
	Iteration 30Q: 3 clusters Score -728877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -728880.062500 Penalty: 4357.930664
	Iteration 31Q: 3 clusters Score -728880.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -728885.812500 Penalty: 4357.930664
	Iteration 32Q: 3 clusters Score -728885.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -728889.500000 Penalty: 4357.930664
	Iteration 33Q: 3 clusters Score -728889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -728891.437500 Penalty: 4357.930664
	Iteration 34Q: 3 clusters Score -728891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -728894.187500 Penalty: 4357.930664
	Iteration 35Q: 3 clusters Score -728894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -728895.562500 Penalty: 4357.930664
	Iteration 36Q: 3 clusters Score -728895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -728898.500000 Penalty: 4357.930664
	Iteration 37Q: 3 clusters Score -728898.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -728899.687500 Penalty: 4357.930664
	Iteration 38Q: 3 clusters Score -728899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -728904.687500 Penalty: 4357.930664
	Iteration 39Q: 3 clusters Score -728904.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -728904.937500 Penalty: 4357.930664
	Iteration 40F: 3 clusters Score -728904.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -728908.937500 Penalty: 4357.930664
	Iteration 41Q: 3 clusters Score -728908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -728909.437500 Penalty: 4357.930664
	Iteration 42Q: 3 clusters Score -728909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -728916.062500 Penalty: 4357.930664
	Iteration 43Q: 3 clusters Score -728916.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -728918.250000 Penalty: 4357.930664
	Iteration 44Q: 3 clusters Score -728918.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -728923.687500 Penalty: 4357.930664
	Iteration 45Q: 3 clusters Score -728923.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -728926.375000 Penalty: 4357.930664
	Iteration 46Q: 3 clusters Score -728926.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -728932.562500 Penalty: 4357.930664
	Iteration 47Q: 3 clusters Score -728932.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -728938.187500 Penalty: 4357.930664
	Iteration 48Q: 3 clusters Score -728938.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -728940.250000 Penalty: 4357.930664
	Iteration 49Q: 3 clusters Score -728940.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -728948.812500 Penalty: 4357.930664
	Iteration 50Q: 3 clusters Score -728948.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -728955.125000 Penalty: 4357.930664
	Iteration 51Q: 3 clusters Score -728955.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -728964.812500 Penalty: 4357.930664
	Iteration 52Q: 3 clusters Score -728964.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -728971.875000 Penalty: 4357.930664
	Iteration 53Q: 3 clusters Score -728971.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -728989.687500 Penalty: 4357.930664
	Iteration 54Q: 3 clusters Score -728989.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -729010.375000 Penalty: 4357.930664
	Iteration 55Q: 3 clusters Score -729010.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -729033.062500 Penalty: 4357.930664
	Iteration 56Q: 3 clusters Score -729033.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -729047.687500 Penalty: 4357.930664
	Iteration 57Q: 3 clusters Score -729047.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -729058.937500 Penalty: 4357.930664
	Iteration 58Q: 3 clusters Score -729058.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -729070.875000 Penalty: 4357.930664
	Iteration 59Q: 3 clusters Score -729070.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -729079.375000 Penalty: 4357.930664
	Iteration 60F: 3 clusters Score -729079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -729080.937500 Penalty: 4357.930664
	Iteration 61Q: 3 clusters Score -729080.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -729083.500000 Penalty: 4357.930664
	Iteration 62Q: 3 clusters Score -729083.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -729086.250000 Penalty: 4357.930664
	Iteration 63Q: 3 clusters Score -729086.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -729088.562500 Penalty: 4357.930664
	Iteration 64Q: 3 clusters Score -729088.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -729088.937500 Penalty: 4357.930664
	Iteration 65Q: 3 clusters Score -729088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -729090.187500 Penalty: 4357.930664
	Iteration 66Q: 3 clusters Score -729090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -729090.437500 Penalty: 4357.930664
	Iteration 67Q: 3 clusters Score -729090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -729092.562500 Penalty: 4357.930664
	Iteration 68Q: 3 clusters Score -729092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -729098.062500 Penalty: 4357.930664
	Iteration 69Q: 3 clusters Score -729098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -729098.750000 Penalty: 4357.930664
	Iteration 70Q: 3 clusters Score -729098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -729100.000000 Penalty: 4357.930664
	Iteration 71Q: 3 clusters Score -729100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -729101.062500 Penalty: 4357.930664
	Iteration 72Q: 3 clusters Score -729101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -729102.062500 Penalty: 4357.930664
	Iteration 73Q: 3 clusters Score -729102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -729102.062500 Penalty: 4357.930664
	Iteration 74Q: 3 clusters Score -729102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -729102.312500 Penalty: 4357.930664
	Iteration 75Q: 3 clusters Score -729102.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -729102.312500 Penalty: 4357.930664
	Iteration 76F: 3 clusters Score -729102.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Entering Unmasked Estep 
Score: -4954985.000000 Penalty: 2639.018066
	Iteration 0F: 2 clusters Score -4954985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4926795.000000 Penalty: 5278.036133
	Iteration 0F: 3 clusters Score -4926795 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4937642.000000 Penalty: 5278.036133
	Iteration 1F: 3 clusters Score -4937642 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4938541.500000 Penalty: 5278.036133
	Iteration 2F: 3 clusters Score -4938542 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4939521.500000 Penalty: 5278.036133
	Iteration 3F: 3 clusters Score -4939522 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4940652.500000 Penalty: 5278.036133
	Iteration 4F: 3 clusters Score -4940652 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4942027.000000 Penalty: 5278.036133
	Iteration 5F: 3 clusters Score -4942027 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4943628.000000 Penalty: 5278.036133
	Iteration 6F: 3 clusters Score -4943628 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4945447.500000 Penalty: 5278.036133
	Iteration 7F: 3 clusters Score -4945448 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4947143.500000 Penalty: 5278.036133
	Iteration 8F: 3 clusters Score -4947144 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4948571.000000 Penalty: 5278.036133
	Iteration 9F: 3 clusters Score -4948571 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4949751.000000 Penalty: 5278.036133
	Iteration 10Q: 3 clusters Score -4949751 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4950822.500000 Penalty: 5278.036133
	Iteration 11Q: 3 clusters Score -4950822 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4951860.500000 Penalty: 5278.036133
	Iteration 12Q: 3 clusters Score -4951860 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -4952679.000000 Penalty: 5278.036133
	Iteration 13Q: 3 clusters Score -4952679 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4953375.000000 Penalty: 5278.036133
	Iteration 14Q: 3 clusters Score -4953375 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4953848.000000 Penalty: 5278.036133
	Iteration 15Q: 3 clusters Score -4953848 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4954066.000000 Penalty: 5278.036133
	Iteration 16Q: 3 clusters Score -4954066 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4954176.000000 Penalty: 5278.036133
	Iteration 17Q: 3 clusters Score -4954176 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4954231.000000 Penalty: 5278.036133
	Iteration 18Q: 3 clusters Score -4954231 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -4954250.000000 Penalty: 5278.036133
	Iteration 19Q: 3 clusters Score -4954250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4954259.500000 Penalty: 5278.036133
	Iteration 20F: 3 clusters Score -4954260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4954266.000000 Penalty: 5278.036133
	Iteration 21Q: 3 clusters Score -4954266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4954268.000000 Penalty: 5278.036133
	Iteration 22Q: 3 clusters Score -4954268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4954271.500000 Penalty: 5278.036133
	Iteration 23Q: 3 clusters Score -4954272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4954279.000000 Penalty: 5278.036133
	Iteration 24Q: 3 clusters Score -4954279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4954280.500000 Penalty: 5278.036133
	Iteration 25Q: 3 clusters Score -4954280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4954280.500000 Penalty: 5278.036133
	Iteration 26Q: 3 clusters Score -4954280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -4954289.500000 Penalty: 5278.036133
	Iteration 27Q: 3 clusters Score -4954290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4954286.000000 Penalty: 5278.036133
	Iteration 28Q: 3 clusters Score -4954286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4954285.500000 Penalty: 5278.036133
	Iteration 29Q: 3 clusters Score -4954286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4954281.500000 Penalty: 5278.036133
	Iteration 30Q: 3 clusters Score -4954282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4954281.500000 Penalty: 5278.036133
	Iteration 31F: 3 clusters Score -4954282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Entering Unmasked Estep 
Score: -8791794.000000 Penalty: 2771.111816
	Iteration 0F: 2 clusters Score -8791794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -8743948.000000 Penalty: 5542.223633
	Iteration 0F: 3 clusters Score -8743948 nChanged 33445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -8763205.000000 Penalty: 5542.223633
	Iteration 1F: 3 clusters Score -8763205 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8764168.000000 Penalty: 5542.223633
	Iteration 2Q: 3 clusters Score -8764168 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -8765195.000000 Penalty: 5542.223633
	Iteration 3Q: 3 clusters Score -8765195 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -8766509.000000 Penalty: 5542.223633
	Iteration 4Q: 3 clusters Score -8766509 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -8768241.000000 Penalty: 5542.223633
	Iteration 5F: 3 clusters Score -8768241 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -8770335.000000 Penalty: 5542.223633
	Iteration 6F: 3 clusters Score -8770335 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -8772714.000000 Penalty: 5542.223633
	Iteration 7F: 3 clusters Score -8772714 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8775410.000000 Penalty: 5542.223633
	Iteration 8F: 3 clusters Score -8775410 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8777897.000000 Penalty: 5542.223633
	Iteration 9F: 3 clusters Score -8777897 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -8779608.000000 Penalty: 5542.223633
	Iteration 10Q: 3 clusters Score -8779608 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8780539.000000 Penalty: 5542.223633
	Iteration 11Q: 3 clusters Score -8780539 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -8780982.000000 Penalty: 5542.223633
	Iteration 12Q: 3 clusters Score -8780982 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -8781293.000000 Penalty: 5542.223633
	Iteration 13Q: 3 clusters Score -8781293 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -8781585.000000 Penalty: 5542.223633
	Iteration 14Q: 3 clusters Score -8781585 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -8781829.000000 Penalty: 5542.223633
	Iteration 15Q: 3 clusters Score -8781829 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -8782013.000000 Penalty: 5542.223633
	Iteration 16Q: 3 clusters Score -8782013 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -8782173.000000 Penalty: 5542.223633
	Iteration 17Q: 3 clusters Score -8782173 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -8782400.000000 Penalty: 5542.223633
	Iteration 18Q: 3 clusters Score -8782400 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -8782627.000000 Penalty: 5542.223633
	Iteration 19Q: 3 clusters Score -8782627 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -8782864.000000 Penalty: 5542.223633
	Iteration 20F: 3 clusters Score -8782864 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -8783094.000000 Penalty: 5542.223633
	Iteration 21Q: 3 clusters Score -8783094 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -8783279.000000 Penalty: 5542.223633
	Iteration 22Q: 3 clusters Score -8783279 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -8783568.000000 Penalty: 5542.223633
	Iteration 23Q: 3 clusters Score -8783568 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -8783890.000000 Penalty: 5542.223633
	Iteration 24Q: 3 clusters Score -8783890 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -8784205.000000 Penalty: 5542.223633
	Iteration 25Q: 3 clusters Score -8784205 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -8784538.000000 Penalty: 5542.223633
	Iteration 26Q: 3 clusters Score -8784538 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -8784860.000000 Penalty: 5542.223633
	Iteration 27Q: 3 clusters Score -8784860 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -8785222.000000 Penalty: 5542.223633
	Iteration 28Q: 3 clusters Score -8785222 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -8785622.000000 Penalty: 5542.223633
	Iteration 29Q: 3 clusters Score -8785622 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -8786048.000000 Penalty: 5542.223633
	Iteration 30Q: 3 clusters Score -8786048 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -8786460.000000 Penalty: 5542.223633
	Iteration 31Q: 3 clusters Score -8786460 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -8786962.000000 Penalty: 5542.223633
	Iteration 32Q: 3 clusters Score -8786962 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -8787287.000000 Penalty: 5542.223633
	Iteration 33Q: 3 clusters Score -8787287 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -8787599.000000 Penalty: 5542.223633
	Iteration 34Q: 3 clusters Score -8787599 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -8787869.000000 Penalty: 5542.223633
	Iteration 35Q: 3 clusters Score -8787869 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -8788141.000000 Penalty: 5542.223633
	Iteration 36Q: 3 clusters Score -8788141 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -8788377.000000 Penalty: 5542.223633
	Iteration 37Q: 3 clusters Score -8788377 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -8788520.000000 Penalty: 5542.223633
	Iteration 38Q: 3 clusters Score -8788520 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -8788669.000000 Penalty: 5542.223633
	Iteration 39Q: 3 clusters Score -8788669 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -8788746.000000 Penalty: 5542.223633
	Iteration 40F: 3 clusters Score -8788746 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -8788870.000000 Penalty: 5542.223633
	Iteration 41Q: 3 clusters Score -8788870 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -8788938.000000 Penalty: 5542.223633
	Iteration 42Q: 3 clusters Score -8788938 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -8789020.000000 Penalty: 5542.223633
	Iteration 43Q: 3 clusters Score -8789020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -8789079.000000 Penalty: 5542.223633
	Iteration 44Q: 3 clusters Score -8789079 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -8789157.000000 Penalty: 5542.223633
	Iteration 45Q: 3 clusters Score -8789157 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -8789190.000000 Penalty: 5542.223633
	Iteration 46Q: 3 clusters Score -8789190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -8789226.000000 Penalty: 5542.223633
	Iteration 47Q: 3 clusters Score -8789226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -8789262.000000 Penalty: 5542.223633
	Iteration 48Q: 3 clusters Score -8789262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -8789287.000000 Penalty: 5542.223633
	Iteration 49Q: 3 clusters Score -8789287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -8789320.000000 Penalty: 5542.223633
	Iteration 50Q: 3 clusters Score -8789320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -8789340.000000 Penalty: 5542.223633
	Iteration 51Q: 3 clusters Score -8789340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -8789370.000000 Penalty: 5542.223633
	Iteration 52Q: 3 clusters Score -8789370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -8789396.000000 Penalty: 5542.223633
	Iteration 53Q: 3 clusters Score -8789396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -8789418.000000 Penalty: 5542.223633
	Iteration 54Q: 3 clusters Score -8789418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -8789447.000000 Penalty: 5542.223633
	Iteration 55Q: 3 clusters Score -8789447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -8789463.000000 Penalty: 5542.223633
	Iteration 56Q: 3 clusters Score -8789463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -8789478.000000 Penalty: 5542.223633
	Iteration 57Q: 3 clusters Score -8789478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -8789506.000000 Penalty: 5542.223633
	Iteration 58Q: 3 clusters Score -8789506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -8789533.000000 Penalty: 5542.223633
	Iteration 59Q: 3 clusters Score -8789533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -8789544.000000 Penalty: 5542.223633
	Iteration 60F: 3 clusters Score -8789544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -8789555.000000 Penalty: 5542.223633
	Iteration 61Q: 3 clusters Score -8789555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -8789566.000000 Penalty: 5542.223633
	Iteration 62Q: 3 clusters Score -8789566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -8789562.000000 Penalty: 5542.223633
	Iteration 63Q: 3 clusters Score -8789562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -8789581.000000 Penalty: 5542.223633
	Iteration 64Q: 3 clusters Score -8789581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -8789592.000000 Penalty: 5542.223633
	Iteration 65Q: 3 clusters Score -8789592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -8789591.000000 Penalty: 5542.223633
	Iteration 66Q: 3 clusters Score -8789591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -8789595.000000 Penalty: 5542.223633
	Iteration 67Q: 3 clusters Score -8789595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -8789595.000000 Penalty: 5542.223633
	Iteration 68Q: 3 clusters Score -8789595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -8789603.000000 Penalty: 5542.223633
	Iteration 69Q: 3 clusters Score -8789603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -8789605.000000 Penalty: 5542.223633
	Iteration 70Q: 3 clusters Score -8789605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -8789609.000000 Penalty: 5542.223633
	Iteration 71Q: 3 clusters Score -8789609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5542.223633
	Iteration 72Q: 3 clusters Score -8789607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -8789605.000000 Penalty: 5542.223633
	Iteration 73Q: 3 clusters Score -8789605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -8789623.000000 Penalty: 5542.223633
	Iteration 74Q: 3 clusters Score -8789623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -8789622.000000 Penalty: 5542.223633
	Iteration 75Q: 3 clusters Score -8789622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -8789623.000000 Penalty: 5542.223633
	Iteration 76Q: 3 clusters Score -8789623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -8789627.000000 Penalty: 5542.223633
	Iteration 77Q: 3 clusters Score -8789627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -8789627.000000 Penalty: 5542.223633
	Iteration 78Q: 3 clusters Score -8789627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -8789623.000000 Penalty: 5542.223633
	Iteration 79Q: 3 clusters Score -8789623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -8789629.000000 Penalty: 5542.223633
	Iteration 80F: 3 clusters Score -8789629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -8789631.000000 Penalty: 5542.223633
	Iteration 81Q: 3 clusters Score -8789631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -8789631.000000 Penalty: 5542.223633
	Iteration 82F: 3 clusters Score -8789631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Entering Unmasked Estep 
Score: -1586138.500000 Penalty: 2338.091309
	Iteration 0F: 2 clusters Score -1586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1577015.375000 Penalty: 4676.182617
	Iteration 0F: 3 clusters Score -1577015 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1579725.375000 Penalty: 4676.182617
	Iteration 1F: 3 clusters Score -1579725 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1579974.625000 Penalty: 4676.182617
	Iteration 2F: 3 clusters Score -1579975 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1580144.875000 Penalty: 4676.182617
	Iteration 3Q: 3 clusters Score -1580145 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1580272.500000 Penalty: 4676.182617
	Iteration 4Q: 3 clusters Score -1580272 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1580378.250000 Penalty: 4676.182617
	Iteration 5Q: 3 clusters Score -1580378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1580468.625000 Penalty: 4676.182617
	Iteration 6Q: 3 clusters Score -1580469 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1580572.000000 Penalty: 4676.182617
	Iteration 7Q: 3 clusters Score -1580572 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1580675.250000 Penalty: 4676.182617
	Iteration 8Q: 3 clusters Score -1580675 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1580784.875000 Penalty: 4676.182617
	Iteration 9Q: 3 clusters Score -1580785 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1580905.500000 Penalty: 4676.182617
	Iteration 10Q: 3 clusters Score -1580906 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1581069.125000 Penalty: 4676.182617
	Iteration 11Q: 3 clusters Score -1581069 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1581277.750000 Penalty: 4676.182617
	Iteration 12Q: 3 clusters Score -1581278 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1581543.250000 Penalty: 4676.182617
	Iteration 13Q: 3 clusters Score -1581543 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1581850.750000 Penalty: 4676.182617
	Iteration 14Q: 3 clusters Score -1581851 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1582176.625000 Penalty: 4676.182617
	Iteration 15Q: 3 clusters Score -1582177 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1582505.125000 Penalty: 4676.182617
	Iteration 16Q: 3 clusters Score -1582505 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1582819.000000 Penalty: 4676.182617
	Iteration 17Q: 3 clusters Score -1582819 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1583089.125000 Penalty: 4676.182617
	Iteration 18Q: 3 clusters Score -1583089 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1583326.625000 Penalty: 4676.182617
	Iteration 19Q: 3 clusters Score -1583327 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1583508.125000 Penalty: 4676.182617
	Iteration 20F: 3 clusters Score -1583508 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1583643.500000 Penalty: 4676.182617
	Iteration 21Q: 3 clusters Score -1583644 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1583756.125000 Penalty: 4676.182617
	Iteration 22Q: 3 clusters Score -1583756 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1583840.625000 Penalty: 4676.182617
	Iteration 23Q: 3 clusters Score -1583841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1583888.750000 Penalty: 4676.182617
	Iteration 24Q: 3 clusters Score -1583889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1583929.375000 Penalty: 4676.182617
	Iteration 25Q: 3 clusters Score -1583929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1583969.250000 Penalty: 4676.182617
	Iteration 26Q: 3 clusters Score -1583969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1583995.500000 Penalty: 4676.182617
	Iteration 27Q: 3 clusters Score -1583996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1584010.875000 Penalty: 4676.182617
	Iteration 28Q: 3 clusters Score -1584011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1584023.750000 Penalty: 4676.182617
	Iteration 29Q: 3 clusters Score -1584024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1584036.125000 Penalty: 4676.182617
	Iteration 30Q: 3 clusters Score -1584036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1584043.250000 Penalty: 4676.182617
	Iteration 31Q: 3 clusters Score -1584043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1584046.125000 Penalty: 4676.182617
	Iteration 32Q: 3 clusters Score -1584046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1584049.000000 Penalty: 4676.182617
	Iteration 33Q: 3 clusters Score -1584049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1584049.875000 Penalty: 4676.182617
	Iteration 34Q: 3 clusters Score -1584050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1584050.000000 Penalty: 4676.182617
	Iteration 35Q: 3 clusters Score -1584050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1584050.875000 Penalty: 4676.182617
	Iteration 36Q: 3 clusters Score -1584051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1584050.875000 Penalty: 4676.182617
	Iteration 37F: 3 clusters Score -1584051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Entering Unmasked Estep 
Score: -1455830.625000 Penalty: 2324.116699
	Iteration 0F: 2 clusters Score -1455831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1447008.125000 Penalty: 4648.233398
	Iteration 0F: 3 clusters Score -1447008 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1449612.875000 Penalty: 4648.233398
	Iteration 1F: 3 clusters Score -1449613 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1449949.625000 Penalty: 4648.233398
	Iteration 2F: 3 clusters Score -1449950 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1450195.875000 Penalty: 4648.233398
	Iteration 3F: 3 clusters Score -1450196 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1450383.125000 Penalty: 4648.233398
	Iteration 4Q: 3 clusters Score -1450383 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1450537.250000 Penalty: 4648.233398
	Iteration 5Q: 3 clusters Score -1450537 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1450673.500000 Penalty: 4648.233398
	Iteration 6Q: 3 clusters Score -1450674 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1450781.375000 Penalty: 4648.233398
	Iteration 7Q: 3 clusters Score -1450781 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1450884.500000 Penalty: 4648.233398
	Iteration 8Q: 3 clusters Score -1450884 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1450984.625000 Penalty: 4648.233398
	Iteration 9Q: 3 clusters Score -1450985 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1451081.750000 Penalty: 4648.233398
	Iteration 10Q: 3 clusters Score -1451082 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1451189.625000 Penalty: 4648.233398
	Iteration 11Q: 3 clusters Score -1451190 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1451311.750000 Penalty: 4648.233398
	Iteration 12Q: 3 clusters Score -1451312 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1451442.500000 Penalty: 4648.233398
	Iteration 13Q: 3 clusters Score -1451442 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1451572.125000 Penalty: 4648.233398
	Iteration 14Q: 3 clusters Score -1451572 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1451742.875000 Penalty: 4648.233398
	Iteration 15Q: 3 clusters Score -1451743 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1451922.500000 Penalty: 4648.233398
	Iteration 16Q: 3 clusters Score -1451922 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1452123.875000 Penalty: 4648.233398
	Iteration 17Q: 3 clusters Score -1452124 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1452324.750000 Penalty: 4648.233398
	Iteration 18Q: 3 clusters Score -1452325 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1452489.500000 Penalty: 4648.233398
	Iteration 19Q: 3 clusters Score -1452490 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1452638.875000 Penalty: 4648.233398
	Iteration 20F: 3 clusters Score -1452639 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1452777.625000 Penalty: 4648.233398
	Iteration 21Q: 3 clusters Score -1452778 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1452883.750000 Penalty: 4648.233398
	Iteration 22Q: 3 clusters Score -1452884 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1452956.750000 Penalty: 4648.233398
	Iteration 23Q: 3 clusters Score -1452957 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1453013.875000 Penalty: 4648.233398
	Iteration 24Q: 3 clusters Score -1453014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1453066.875000 Penalty: 4648.233398
	Iteration 25Q: 3 clusters Score -1453067 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1453118.875000 Penalty: 4648.233398
	Iteration 26Q: 3 clusters Score -1453119 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1453161.000000 Penalty: 4648.233398
	Iteration 27Q: 3 clusters Score -1453161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1453189.750000 Penalty: 4648.233398
	Iteration 28Q: 3 clusters Score -1453190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1453205.500000 Penalty: 4648.233398
	Iteration 29Q: 3 clusters Score -1453206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1453222.500000 Penalty: 4648.233398
	Iteration 30Q: 3 clusters Score -1453222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1453230.125000 Penalty: 4648.233398
	Iteration 31Q: 3 clusters Score -1453230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1453243.500000 Penalty: 4648.233398
	Iteration 32Q: 3 clusters Score -1453244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1453251.875000 Penalty: 4648.233398
	Iteration 33Q: 3 clusters Score -1453252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1453265.750000 Penalty: 4648.233398
	Iteration 34Q: 3 clusters Score -1453266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1453275.250000 Penalty: 4648.233398
	Iteration 35Q: 3 clusters Score -1453275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1453277.750000 Penalty: 4648.233398
	Iteration 36Q: 3 clusters Score -1453278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1453283.125000 Penalty: 4648.233398
	Iteration 37Q: 3 clusters Score -1453283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1453290.000000 Penalty: 4648.233398
	Iteration 38Q: 3 clusters Score -1453290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1453297.500000 Penalty: 4648.233398
	Iteration 39Q: 3 clusters Score -1453298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1453309.875000 Penalty: 4648.233398
	Iteration 40F: 3 clusters Score -1453310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1453312.000000 Penalty: 4648.233398
	Iteration 41Q: 3 clusters Score -1453312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1453317.625000 Penalty: 4648.233398
	Iteration 42Q: 3 clusters Score -1453318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1453323.375000 Penalty: 4648.233398
	Iteration 43Q: 3 clusters Score -1453323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1453328.875000 Penalty: 4648.233398
	Iteration 44Q: 3 clusters Score -1453329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1453331.750000 Penalty: 4648.233398
	Iteration 45Q: 3 clusters Score -1453332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1453334.625000 Penalty: 4648.233398
	Iteration 46Q: 3 clusters Score -1453335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1453336.875000 Penalty: 4648.233398
	Iteration 47Q: 3 clusters Score -1453337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1453339.875000 Penalty: 4648.233398
	Iteration 48Q: 3 clusters Score -1453340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1453346.500000 Penalty: 4648.233398
	Iteration 49Q: 3 clusters Score -1453346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1453348.750000 Penalty: 4648.233398
	Iteration 50Q: 3 clusters Score -1453349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1453350.250000 Penalty: 4648.233398
	Iteration 51Q: 3 clusters Score -1453350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1453352.500000 Penalty: 4648.233398
	Iteration 52Q: 3 clusters Score -1453352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1453353.125000 Penalty: 4648.233398
	Iteration 53Q: 3 clusters Score -1453353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1453354.375000 Penalty: 4648.233398
	Iteration 54Q: 3 clusters Score -1453354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1453355.625000 Penalty: 4648.233398
	Iteration 55Q: 3 clusters Score -1453356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1453355.875000 Penalty: 4648.233398
	Iteration 56Q: 3 clusters Score -1453356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1453356.625000 Penalty: 4648.233398
	Iteration 57Q: 3 clusters Score -1453357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1453358.500000 Penalty: 4648.233398
	Iteration 58Q: 3 clusters Score -1453358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1453359.375000 Penalty: 4648.233398
	Iteration 59Q: 3 clusters Score -1453359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1453363.125000 Penalty: 4648.233398
	Iteration 60F: 3 clusters Score -1453363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1453359.750000 Penalty: 4648.233398
	Iteration 61Q: 3 clusters Score -1453360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1453363.500000 Penalty: 4648.233398
	Iteration 62Q: 3 clusters Score -1453364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1453363.000000 Penalty: 4648.233398
	Iteration 63Q: 3 clusters Score -1453363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1453363.750000 Penalty: 4648.233398
	Iteration 64Q: 3 clusters Score -1453364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1453364.375000 Penalty: 4648.233398
	Iteration 65Q: 3 clusters Score -1453364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1453366.750000 Penalty: 4648.233398
	Iteration 66Q: 3 clusters Score -1453367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1453366.750000 Penalty: 4648.233398
	Iteration 67F: 3 clusters Score -1453367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1161339.250000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1161339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1153665.000000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1153665 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1156007.750000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1156008 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1156404.750000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1156405 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1156731.625000 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -1156732 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1156968.375000 Penalty: 4569.666016
	Iteration 4Q: 3 clusters Score -1156968 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1157150.875000 Penalty: 4569.666016
	Iteration 5Q: 3 clusters Score -1157151 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1157300.625000 Penalty: 4569.666016
	Iteration 6Q: 3 clusters Score -1157301 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1157442.500000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1157442 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1157549.125000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1157549 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1157660.125000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1157660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1157749.625000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1157750 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1157843.625000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1157844 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1157953.750000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1157954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1158046.500000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1158046 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1158140.375000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1158140 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1158231.375000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1158231 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1158331.875000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1158332 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1158428.875000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1158429 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1158530.750000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1158531 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1158651.125000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1158651 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1158783.000000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1158783 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1158901.750000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1158902 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1158986.625000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1158987 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1159041.625000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1159042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1159073.125000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1159073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1159095.250000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1159095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1159107.500000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1159108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1159119.250000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1159119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1159124.875000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1159125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1159140.750000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1159141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1159146.625000 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -1159147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1159149.125000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -1159149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1159157.000000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -1159157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1159159.875000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -1159160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1159170.375000 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -1159170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1159179.000000 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -1159179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1159185.375000 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -1159185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1159201.250000 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -1159201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1159230.875000 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -1159231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1159278.000000 Penalty: 4569.666016
	Iteration 39Q: 3 clusters Score -1159278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1159351.250000 Penalty: 4569.666016
	Iteration 40F: 3 clusters Score -1159351 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1159466.000000 Penalty: 4569.666016
	Iteration 41Q: 3 clusters Score -1159466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1159614.000000 Penalty: 4569.666016
	Iteration 42Q: 3 clusters Score -1159614 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1159782.875000 Penalty: 4569.666016
	Iteration 43Q: 3 clusters Score -1159783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1159932.750000 Penalty: 4569.666016
	Iteration 44Q: 3 clusters Score -1159933 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1160073.500000 Penalty: 4569.666016
	Iteration 45Q: 3 clusters Score -1160074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1160242.875000 Penalty: 4569.666016
	Iteration 46Q: 3 clusters Score -1160243 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1160343.625000 Penalty: 4569.666016
	Iteration 47Q: 3 clusters Score -1160344 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1160387.250000 Penalty: 4569.666016
	Iteration 48Q: 3 clusters Score -1160387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1160413.250000 Penalty: 4569.666016
	Iteration 49Q: 3 clusters Score -1160413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1160427.875000 Penalty: 4569.666016
	Iteration 50Q: 3 clusters Score -1160428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1160443.000000 Penalty: 4569.666016
	Iteration 51Q: 3 clusters Score -1160443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1160456.500000 Penalty: 4569.666016
	Iteration 52Q: 3 clusters Score -1160456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1160463.250000 Penalty: 4569.666016
	Iteration 53Q: 3 clusters Score -1160463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1160474.125000 Penalty: 4569.666016
	Iteration 54Q: 3 clusters Score -1160474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1160484.625000 Penalty: 4569.666016
	Iteration 55Q: 3 clusters Score -1160485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1160497.750000 Penalty: 4569.666016
	Iteration 56Q: 3 clusters Score -1160498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1160511.500000 Penalty: 4569.666016
	Iteration 57Q: 3 clusters Score -1160512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1160529.375000 Penalty: 4569.666016
	Iteration 58Q: 3 clusters Score -1160529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1160548.750000 Penalty: 4569.666016
	Iteration 59Q: 3 clusters Score -1160549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1160578.125000 Penalty: 4569.666016
	Iteration 60F: 3 clusters Score -1160578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1160597.625000 Penalty: 4569.666016
	Iteration 61Q: 3 clusters Score -1160598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1160609.750000 Penalty: 4569.666016
	Iteration 62Q: 3 clusters Score -1160610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1160619.125000 Penalty: 4569.666016
	Iteration 63Q: 3 clusters Score -1160619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1160620.250000 Penalty: 4569.666016
	Iteration 64Q: 3 clusters Score -1160620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1160624.250000 Penalty: 4569.666016
	Iteration 65Q: 3 clusters Score -1160624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1160624.375000 Penalty: 4569.666016
	Iteration 66Q: 3 clusters Score -1160624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1160629.625000 Penalty: 4569.666016
	Iteration 67Q: 3 clusters Score -1160630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1160629.250000 Penalty: 4569.666016
	Iteration 68Q: 3 clusters Score -1160629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1160630.875000 Penalty: 4569.666016
	Iteration 69Q: 3 clusters Score -1160631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1160631.000000 Penalty: 4569.666016
	Iteration 70Q: 3 clusters Score -1160631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1160633.250000 Penalty: 4569.666016
	Iteration 71Q: 3 clusters Score -1160633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1160633.375000 Penalty: 4569.666016
	Iteration 72Q: 3 clusters Score -1160633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1160633.375000 Penalty: 4569.666016
	Iteration 73Q: 3 clusters Score -1160633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1160636.375000 Penalty: 4569.666016
	Iteration 74Q: 3 clusters Score -1160636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1160638.625000 Penalty: 4569.666016
	Iteration 75Q: 3 clusters Score -1160639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1160640.125000 Penalty: 4569.666016
	Iteration 76Q: 3 clusters Score -1160640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1160639.625000 Penalty: 4569.666016
	Iteration 77Q: 3 clusters Score -1160640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1160645.250000 Penalty: 4569.666016
	Iteration 78Q: 3 clusters Score -1160645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1160647.000000 Penalty: 4569.666016
	Iteration 79Q: 3 clusters Score -1160647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1160648.125000 Penalty: 4569.666016
	Iteration 80F: 3 clusters Score -1160648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -347816.843750 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -347816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -344548.875000 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -344548.9 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -345262.562500 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -345262.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -345465.250000 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -345465.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -345615.406250 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -345615.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -345758.375000 Penalty: 3977.238037
	Iteration 4F: 3 clusters Score -345758.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -345864.656250 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -345864.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -345962.843750 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -345962.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -346066.125000 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -346066.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -346136.656250 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -346136.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -346208.000000 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -346208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -346299.687500 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -346299.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -346422.750000 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -346422.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -346529.937500 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -346529.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -346638.062500 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -346638.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -346784.156250 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -346784.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -346931.937500 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -346931.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -347048.781250 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -347048.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -347129.218750 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -347129.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -347193.656250 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -347193.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -347224.843750 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -347224.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -347244.750000 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -347244.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -347256.625000 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -347256.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -347268.718750 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -347268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -347272.968750 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -347273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -347278.750000 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -347278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -347282.500000 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -347282.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -347286.843750 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -347286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -347287.968750 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -347288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -347288.687500 Penalty: 3977.238037
	Iteration 28Q: 3 clusters Score -347288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -347288.687500 Penalty: 3977.238037
	Iteration 29F: 3 clusters Score -347288.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Entering Unmasked Estep 
Score: -3856254.250000 Penalty: 2568.609863
	Iteration 0F: 2 clusters Score -3856254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3834773.500000 Penalty: 5137.219727
	Iteration 0F: 3 clusters Score -3834774 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3842383.000000 Penalty: 5137.219727
	Iteration 1F: 3 clusters Score -3842383 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3843094.750000 Penalty: 5137.219727
	Iteration 2F: 3 clusters Score -3843095 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3844151.000000 Penalty: 5137.219727
	Iteration 3F: 3 clusters Score -3844151 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3845594.750000 Penalty: 5137.219727
	Iteration 4F: 3 clusters Score -3845595 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3847329.000000 Penalty: 5137.219727
	Iteration 5F: 3 clusters Score -3847329 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3849142.000000 Penalty: 5137.219727
	Iteration 6F: 3 clusters Score -3849142 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3850551.250000 Penalty: 5137.219727
	Iteration 7F: 3 clusters Score -3850551 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3851480.750000 Penalty: 5137.219727
	Iteration 8Q: 3 clusters Score -3851481 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3852089.500000 Penalty: 5137.219727
	Iteration 9Q: 3 clusters Score -3852090 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3852478.000000 Penalty: 5137.219727
	Iteration 10Q: 3 clusters Score -3852478 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3852800.000000 Penalty: 5137.219727
	Iteration 11Q: 3 clusters Score -3852800 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3853044.750000 Penalty: 5137.219727
	Iteration 12Q: 3 clusters Score -3853045 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3853228.250000 Penalty: 5137.219727
	Iteration 13Q: 3 clusters Score -3853228 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3853387.750000 Penalty: 5137.219727
	Iteration 14Q: 3 clusters Score -3853388 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3853530.500000 Penalty: 5137.219727
	Iteration 15Q: 3 clusters Score -3853530 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3853673.000000 Penalty: 5137.219727
	Iteration 16Q: 3 clusters Score -3853673 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3853776.250000 Penalty: 5137.219727
	Iteration 17Q: 3 clusters Score -3853776 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3853876.000000 Penalty: 5137.219727
	Iteration 18Q: 3 clusters Score -3853876 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3853917.000000 Penalty: 5137.219727
	Iteration 19Q: 3 clusters Score -3853917 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3853962.000000 Penalty: 5137.219727
	Iteration 20F: 3 clusters Score -3853962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -3853989.250000 Penalty: 5137.219727
	Iteration 21Q: 3 clusters Score -3853989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3854016.750000 Penalty: 5137.219727
	Iteration 22Q: 3 clusters Score -3854017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3854040.750000 Penalty: 5137.219727
	Iteration 23Q: 3 clusters Score -3854041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3854088.500000 Penalty: 5137.219727
	Iteration 24Q: 3 clusters Score -3854088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -3854133.250000 Penalty: 5137.219727
	Iteration 25Q: 3 clusters Score -3854133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3854153.750000 Penalty: 5137.219727
	Iteration 26Q: 3 clusters Score -3854154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3854185.750000 Penalty: 5137.219727
	Iteration 27Q: 3 clusters Score -3854186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3854219.250000 Penalty: 5137.219727
	Iteration 28Q: 3 clusters Score -3854219 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3854251.500000 Penalty: 5137.219727
	Iteration 29Q: 3 clusters Score -3854252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3854277.500000 Penalty: 5137.219727
	Iteration 30Q: 3 clusters Score -3854278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3854311.750000 Penalty: 5137.219727
	Iteration 31Q: 3 clusters Score -3854312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3854321.000000 Penalty: 5137.219727
	Iteration 32Q: 3 clusters Score -3854321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3854355.500000 Penalty: 5137.219727
	Iteration 33Q: 3 clusters Score -3854356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3854384.250000 Penalty: 5137.219727
	Iteration 34Q: 3 clusters Score -3854384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3854402.250000 Penalty: 5137.219727
	Iteration 35Q: 3 clusters Score -3854402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3854433.500000 Penalty: 5137.219727
	Iteration 36Q: 3 clusters Score -3854434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3854457.250000 Penalty: 5137.219727
	Iteration 37Q: 3 clusters Score -3854457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3854489.750000 Penalty: 5137.219727
	Iteration 38Q: 3 clusters Score -3854490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3854524.750000 Penalty: 5137.219727
	Iteration 39Q: 3 clusters Score -3854525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3854559.500000 Penalty: 5137.219727
	Iteration 40F: 3 clusters Score -3854560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3854570.500000 Penalty: 5137.219727
	Iteration 41Q: 3 clusters Score -3854570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3854596.000000 Penalty: 5137.219727
	Iteration 42Q: 3 clusters Score -3854596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3854625.250000 Penalty: 5137.219727
	Iteration 43Q: 3 clusters Score -3854625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3854644.000000 Penalty: 5137.219727
	Iteration 44Q: 3 clusters Score -3854644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3854655.750000 Penalty: 5137.219727
	Iteration 45Q: 3 clusters Score -3854656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3854666.500000 Penalty: 5137.219727
	Iteration 46Q: 3 clusters Score -3854666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3854677.500000 Penalty: 5137.219727
	Iteration 47Q: 3 clusters Score -3854678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3854685.500000 Penalty: 5137.219727
	Iteration 48Q: 3 clusters Score -3854686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3854697.500000 Penalty: 5137.219727
	Iteration 49Q: 3 clusters Score -3854698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3854707.750000 Penalty: 5137.219727
	Iteration 50Q: 3 clusters Score -3854708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3854719.750000 Penalty: 5137.219727
	Iteration 51Q: 3 clusters Score -3854720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3854722.000000 Penalty: 5137.219727
	Iteration 52Q: 3 clusters Score -3854722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3854726.500000 Penalty: 5137.219727
	Iteration 53Q: 3 clusters Score -3854726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3854720.750000 Penalty: 5137.219727
	Iteration 54Q: 3 clusters Score -3854721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3854722.250000 Penalty: 5137.219727
	Iteration 55Q: 3 clusters Score -3854722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3854720.750000 Penalty: 5137.219727
	Iteration 56Q: 3 clusters Score -3854721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3854721.000000 Penalty: 5137.219727
	Iteration 57Q: 3 clusters Score -3854721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3854727.500000 Penalty: 5137.219727
	Iteration 58Q: 3 clusters Score -3854728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3854729.750000 Penalty: 5137.219727
	Iteration 59Q: 3 clusters Score -3854730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3854730.250000 Penalty: 5137.219727
	Iteration 60F: 3 clusters Score -3854730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3854733.250000 Penalty: 5137.219727
	Iteration 61Q: 3 clusters Score -3854733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3854733.750000 Penalty: 5137.219727
	Iteration 62Q: 3 clusters Score -3854734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3854732.750000 Penalty: 5137.219727
	Iteration 63Q: 3 clusters Score -3854733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3854732.750000 Penalty: 5137.219727
	Iteration 64F: 3 clusters Score -3854733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (252052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252052 members 
Entering Unmasked Estep 
Score: -31419914.000000 Penalty: 3084.472900
	Iteration 0F: 2 clusters Score -3.141991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125517 members 
Mstep: Class 2 contains 126535 members 
Entering Unmasked Estep 
Score: -31294380.000000 Penalty: 6168.945801
	Iteration 0F: 3 clusters Score -3.129438e+07 nChanged 121779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 138350 members 
Entering Unmasked Estep 
Score: -31366220.000000 Penalty: 6168.945801
	Iteration 1F: 3 clusters Score -3.136622e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106123 members 
Mstep: Class 2 contains 145929 members 
Entering Unmasked Estep 
Score: -31368936.000000 Penalty: 6168.945801
	Iteration 2Q: 3 clusters Score -3.136894e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 157251 members 
Entering Unmasked Estep 
Score: -31373138.000000 Penalty: 6168.945801
	Iteration 3Q: 3 clusters Score -3.137314e+07 nChanged 16688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 173413 members 
Entering Unmasked Estep 
Score: -31380078.000000 Penalty: 6168.945801
	Iteration 4F: 3 clusters Score -3.138008e+07 nChanged 19676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 192317 members 
Entering Unmasked Estep 
Score: -31387004.000000 Penalty: 6168.945801
	Iteration 5F: 3 clusters Score -3.1387e+07 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 209694 members 
Entering Unmasked Estep 
Score: -31392466.000000 Penalty: 6168.945801
	Iteration 6F: 3 clusters Score -3.139247e+07 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 221356 members 
Entering Unmasked Estep 
Score: -31397328.000000 Penalty: 6168.945801
	Iteration 7F: 3 clusters Score -3.139733e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 227505 members 
Entering Unmasked Estep 
Score: -31402078.000000 Penalty: 6168.945801
	Iteration 8Q: 3 clusters Score -3.140208e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 230344 members 
Entering Unmasked Estep 
Score: -31404898.000000 Penalty: 6168.945801
	Iteration 9Q: 3 clusters Score -3.14049e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 231565 members 
Entering Unmasked Estep 
Score: -31406624.000000 Penalty: 6168.945801
	Iteration 10Q: 3 clusters Score -3.140662e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 231930 members 
Entering Unmasked Estep 
Score: -31407710.000000 Penalty: 6168.945801
	Iteration 11Q: 3 clusters Score -3.140771e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 231902 members 
Entering Unmasked Estep 
Score: -31408236.000000 Penalty: 6168.945801
	Iteration 12Q: 3 clusters Score -3.140824e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 231658 members 
Entering Unmasked Estep 
Score: -31408580.000000 Penalty: 6168.945801
	Iteration 13Q: 3 clusters Score -3.140858e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 231341 members 
Entering Unmasked Estep 
Score: -31408966.000000 Penalty: 6168.945801
	Iteration 14Q: 3 clusters Score -3.140897e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 230960 members 
Entering Unmasked Estep 
Score: -31409204.000000 Penalty: 6168.945801
	Iteration 15Q: 3 clusters Score -3.14092e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 230512 members 
Entering Unmasked Estep 
Score: -31409394.000000 Penalty: 6168.945801
	Iteration 16Q: 3 clusters Score -3.140939e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 229989 members 
Entering Unmasked Estep 
Score: -31409546.000000 Penalty: 6168.945801
	Iteration 17Q: 3 clusters Score -3.140955e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 229401 members 
Entering Unmasked Estep 
Score: -31409882.000000 Penalty: 6168.945801
	Iteration 18Q: 3 clusters Score -3.140988e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 228749 members 
Entering Unmasked Estep 
Score: -31410204.000000 Penalty: 6168.945801
	Iteration 19Q: 3 clusters Score -3.14102e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 228035 members 
Entering Unmasked Estep 
Score: -31410576.000000 Penalty: 6168.945801
	Iteration 20F: 3 clusters Score -3.141058e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 227341 members 
Entering Unmasked Estep 
Score: -31410964.000000 Penalty: 6168.945801
	Iteration 21Q: 3 clusters Score -3.141096e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 226613 members 
Entering Unmasked Estep 
Score: -31411364.000000 Penalty: 6168.945801
	Iteration 22Q: 3 clusters Score -3.141136e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 225793 members 
Entering Unmasked Estep 
Score: -31411718.000000 Penalty: 6168.945801
	Iteration 23Q: 3 clusters Score -3.141172e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 224900 members 
Entering Unmasked Estep 
Score: -31412150.000000 Penalty: 6168.945801
	Iteration 24Q: 3 clusters Score -3.141215e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 223916 members 
Entering Unmasked Estep 
Score: -31412596.000000 Penalty: 6168.945801
	Iteration 25Q: 3 clusters Score -3.14126e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 222817 members 
Entering Unmasked Estep 
Score: -31413038.000000 Penalty: 6168.945801
	Iteration 26Q: 3 clusters Score -3.141304e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 221567 members 
Entering Unmasked Estep 
Score: -31413588.000000 Penalty: 6168.945801
	Iteration 27Q: 3 clusters Score -3.141359e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 220189 members 
Entering Unmasked Estep 
Score: -31414234.000000 Penalty: 6168.945801
	Iteration 28Q: 3 clusters Score -3.141423e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 218745 members 
Entering Unmasked Estep 
Score: -31414922.000000 Penalty: 6168.945801
	Iteration 29Q: 3 clusters Score -3.141492e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 217160 members 
Entering Unmasked Estep 
Score: -31415698.000000 Penalty: 6168.945801
	Iteration 30Q: 3 clusters Score -3.14157e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 215579 members 
Entering Unmasked Estep 
Score: -31416376.000000 Penalty: 6168.945801
	Iteration 31Q: 3 clusters Score -3.141638e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 214008 members 
Entering Unmasked Estep 
Score: -31417026.000000 Penalty: 6168.945801
	Iteration 32Q: 3 clusters Score -3.141703e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 212425 members 
Entering Unmasked Estep 
Score: -31417758.000000 Penalty: 6168.945801
	Iteration 33Q: 3 clusters Score -3.141776e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 210840 members 
Entering Unmasked Estep 
Score: -31418420.000000 Penalty: 6168.945801
	Iteration 34Q: 3 clusters Score -3.141842e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 209290 members 
Entering Unmasked Estep 
Score: -31418988.000000 Penalty: 6168.945801
	Iteration 35Q: 3 clusters Score -3.141899e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 207787 members 
Entering Unmasked Estep 
Score: -31419380.000000 Penalty: 6168.945801
	Iteration 36Q: 3 clusters Score -3.141938e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 206391 members 
Entering Unmasked Estep 
Score: -31419846.000000 Penalty: 6168.945801
	Iteration 37Q: 3 clusters Score -3.141985e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 205040 members 
Entering Unmasked Estep 
Score: -31420022.000000 Penalty: 6168.945801
	Iteration 38Q: 3 clusters Score -3.142002e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 203684 members 
Entering Unmasked Estep 
Score: -31420196.000000 Penalty: 6168.945801
	Iteration 39Q: 3 clusters Score -3.14202e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 202312 members 
Entering Unmasked Estep 
Score: -31420678.000000 Penalty: 6168.945801
	Iteration 40F: 3 clusters Score -3.142068e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 200237 members 
Entering Unmasked Estep 
Score: -31421666.000000 Penalty: 6168.945801
	Iteration 41Q: 3 clusters Score -3.142167e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 198130 members 
Entering Unmasked Estep 
Score: -31422602.000000 Penalty: 6168.945801
	Iteration 42Q: 3 clusters Score -3.14226e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 196011 members 
Entering Unmasked Estep 
Score: -31423586.000000 Penalty: 6168.945801
	Iteration 43Q: 3 clusters Score -3.142359e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 193971 members 
Entering Unmasked Estep 
Score: -31424472.000000 Penalty: 6168.945801
	Iteration 44Q: 3 clusters Score -3.142447e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 191928 members 
Entering Unmasked Estep 
Score: -31425116.000000 Penalty: 6168.945801
	Iteration 45Q: 3 clusters Score -3.142512e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 189999 members 
Entering Unmasked Estep 
Score: -31425730.000000 Penalty: 6168.945801
	Iteration 46Q: 3 clusters Score -3.142573e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 188217 members 
Entering Unmasked Estep 
Score: -31426190.000000 Penalty: 6168.945801
	Iteration 47Q: 3 clusters Score -3.142619e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 186501 members 
Entering Unmasked Estep 
Score: -31426618.000000 Penalty: 6168.945801
	Iteration 48Q: 3 clusters Score -3.142662e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 184851 members 
Entering Unmasked Estep 
Score: -31427018.000000 Penalty: 6168.945801
	Iteration 49Q: 3 clusters Score -3.142702e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 183324 members 
Entering Unmasked Estep 
Score: -31427344.000000 Penalty: 6168.945801
	Iteration 50Q: 3 clusters Score -3.142734e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 181793 members 
Entering Unmasked Estep 
Score: -31427632.000000 Penalty: 6168.945801
	Iteration 51Q: 3 clusters Score -3.142763e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 180317 members 
Entering Unmasked Estep 
Score: -31427938.000000 Penalty: 6168.945801
	Iteration 52Q: 3 clusters Score -3.142794e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -31428316.000000 Penalty: 6168.945801
	Iteration 53Q: 3 clusters Score -3.142832e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -31428828.000000 Penalty: 6168.945801
	Iteration 54Q: 3 clusters Score -3.142883e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 176397 members 
Entering Unmasked Estep 
Score: -31429142.000000 Penalty: 6168.945801
	Iteration 55Q: 3 clusters Score -3.142914e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 175276 members 
Entering Unmasked Estep 
Score: -31429394.000000 Penalty: 6168.945801
	Iteration 56Q: 3 clusters Score -3.142939e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -31429674.000000 Penalty: 6168.945801
	Iteration 57Q: 3 clusters Score -3.142967e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 173298 members 
Entering Unmasked Estep 
Score: -31429850.000000 Penalty: 6168.945801
	Iteration 58Q: 3 clusters Score -3.142985e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -31430138.000000 Penalty: 6168.945801
	Iteration 59Q: 3 clusters Score -3.143014e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 171697 members 
Entering Unmasked Estep 
Score: -31430274.000000 Penalty: 6168.945801
	Iteration 60F: 3 clusters Score -3.143027e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 171021 members 
Entering Unmasked Estep 
Score: -31430552.000000 Penalty: 6168.945801
	Iteration 61Q: 3 clusters Score -3.143055e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -31430778.000000 Penalty: 6168.945801
	Iteration 62Q: 3 clusters Score -3.143078e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -31430902.000000 Penalty: 6168.945801
	Iteration 63Q: 3 clusters Score -3.14309e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -31431032.000000 Penalty: 6168.945801
	Iteration 64Q: 3 clusters Score -3.143103e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -31431102.000000 Penalty: 6168.945801
	Iteration 65Q: 3 clusters Score -3.14311e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 168988 members 
Entering Unmasked Estep 
Score: -31431220.000000 Penalty: 6168.945801
	Iteration 66Q: 3 clusters Score -3.143122e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -31431258.000000 Penalty: 6168.945801
	Iteration 67Q: 3 clusters Score -3.143126e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -31431322.000000 Penalty: 6168.945801
	Iteration 68Q: 3 clusters Score -3.143132e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -31431434.000000 Penalty: 6168.945801
	Iteration 69Q: 3 clusters Score -3.143143e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -31431500.000000 Penalty: 6168.945801
	Iteration 70Q: 3 clusters Score -3.14315e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 168181 members 
Entering Unmasked Estep 
Score: -31431568.000000 Penalty: 6168.945801
	Iteration 71Q: 3 clusters Score -3.143157e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -31431618.000000 Penalty: 6168.945801
	Iteration 72Q: 3 clusters Score -3.143162e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 168061 members 
Entering Unmasked Estep 
Score: -31431630.000000 Penalty: 6168.945801
	Iteration 73Q: 3 clusters Score -3.143163e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -31431728.000000 Penalty: 6168.945801
	Iteration 74Q: 3 clusters Score -3.143173e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 168016 members 
Entering Unmasked Estep 
Score: -31431694.000000 Penalty: 6168.945801
	Iteration 75Q: 3 clusters Score -3.143169e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 168016 members 
Entering Unmasked Estep 
Score: -31431814.000000 Penalty: 6168.945801
	Iteration 76Q: 3 clusters Score -3.143181e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 167988 members 
Entering Unmasked Estep 
Score: -31431874.000000 Penalty: 6168.945801
	Iteration 77Q: 3 clusters Score -3.143187e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 167986 members 
Entering Unmasked Estep 
Score: -31431974.000000 Penalty: 6168.945801
	Iteration 78Q: 3 clusters Score -3.143197e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 167996 members 
Entering Unmasked Estep 
Score: -31431952.000000 Penalty: 6168.945801
	Iteration 79Q: 3 clusters Score -3.143195e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 168006 members 
Entering Unmasked Estep 
Score: -31431982.000000 Penalty: 6168.945801
	Iteration 80F: 3 clusters Score -3.143198e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -31431982.000000 Penalty: 6168.945801
	Iteration 81Q: 3 clusters Score -3.143198e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -31431934.000000 Penalty: 6168.945801
	Iteration 82Q: 3 clusters Score -3.143193e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 168035 members 
Entering Unmasked Estep 
Score: -31431938.000000 Penalty: 6168.945801
	Iteration 83Q: 3 clusters Score -3.143194e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 168047 members 
Entering Unmasked Estep 
Score: -31431892.000000 Penalty: 6168.945801
	Iteration 84Q: 3 clusters Score -3.143189e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 168066 members 
Entering Unmasked Estep 
Score: -31431904.000000 Penalty: 6168.945801
	Iteration 85Q: 3 clusters Score -3.14319e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -31431918.000000 Penalty: 6168.945801
	Iteration 86Q: 3 clusters Score -3.143192e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -31431982.000000 Penalty: 6168.945801
	Iteration 87Q: 3 clusters Score -3.143198e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -31432020.000000 Penalty: 6168.945801
	Iteration 88Q: 3 clusters Score -3.143202e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -31432002.000000 Penalty: 6168.945801
	Iteration 89Q: 3 clusters Score -3.1432e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 168176 members 
Entering Unmasked Estep 
Score: -31431992.000000 Penalty: 6168.945801
	Iteration 90Q: 3 clusters Score -3.143199e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -31431996.000000 Penalty: 6168.945801
	Iteration 91Q: 3 clusters Score -3.1432e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -31431978.000000 Penalty: 6168.945801
	Iteration 92Q: 3 clusters Score -3.143198e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 168227 members 
Entering Unmasked Estep 
Score: -31432000.000000 Penalty: 6168.945801
	Iteration 93Q: 3 clusters Score -3.1432e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 168232 members 
Entering Unmasked Estep 
Score: -31432002.000000 Penalty: 6168.945801
	Iteration 94Q: 3 clusters Score -3.1432e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 168245 members 
Entering Unmasked Estep 
Score: -31432024.000000 Penalty: 6168.945801
	Iteration 95Q: 3 clusters Score -3.143202e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 168266 members 
Entering Unmasked Estep 
Score: -31432030.000000 Penalty: 6168.945801
	Iteration 96Q: 3 clusters Score -3.143203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 168290 members 
Entering Unmasked Estep 
Score: -31432062.000000 Penalty: 6168.945801
	Iteration 97Q: 3 clusters Score -3.143206e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83739 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -31432044.000000 Penalty: 6168.945801
	Iteration 98Q: 3 clusters Score -3.143204e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 168328 members 
Entering Unmasked Estep 
Score: -31432052.000000 Penalty: 6168.945801
	Iteration 99Q: 3 clusters Score -3.143205e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 168342 members 
Entering Unmasked Estep 
Score: -31432030.000000 Penalty: 6168.945801
	Iteration 100F: 3 clusters Score -3.143203e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 168342 members 
Entering Unmasked Estep 
Score: -31432042.000000 Penalty: 6168.945801
	Iteration 101Q: 3 clusters Score -3.143204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -31432036.000000 Penalty: 6168.945801
	Iteration 102Q: 3 clusters Score -3.143204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 168347 members 
Entering Unmasked Estep 
Score: -31432026.000000 Penalty: 6168.945801
	Iteration 103Q: 3 clusters Score -3.143203e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 168349 members 
Entering Unmasked Estep 
Score: -31432024.000000 Penalty: 6168.945801
	Iteration 104Q: 3 clusters Score -3.143202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -31432036.000000 Penalty: 6168.945801
	Iteration 105Q: 3 clusters Score -3.143204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 168346 members 
Entering Unmasked Estep 
Score: -31432018.000000 Penalty: 6168.945801
	Iteration 106Q: 3 clusters Score -3.143202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 168341 members 
Entering Unmasked Estep 
Score: -31432008.000000 Penalty: 6168.945801
	Iteration 107Q: 3 clusters Score -3.143201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -31432038.000000 Penalty: 6168.945801
	Iteration 108Q: 3 clusters Score -3.143204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -31432044.000000 Penalty: 6168.945801
	Iteration 109Q: 3 clusters Score -3.143204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -31432068.000000 Penalty: 6168.945801
	Iteration 110Q: 3 clusters Score -3.143207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 168352 members 
Entering Unmasked Estep 
Score: -31432058.000000 Penalty: 6168.945801
	Iteration 111Q: 3 clusters Score -3.143206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -31432044.000000 Penalty: 6168.945801
	Iteration 112Q: 3 clusters Score -3.143204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -31432046.000000 Penalty: 6168.945801
	Iteration 113Q: 3 clusters Score -3.143205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 168357 members 
Entering Unmasked Estep 
Score: -31432040.000000 Penalty: 6168.945801
	Iteration 114Q: 3 clusters Score -3.143204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83704 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -31432056.000000 Penalty: 6168.945801
	Iteration 115Q: 3 clusters Score -3.143206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -31432068.000000 Penalty: 6168.945801
	Iteration 116Q: 3 clusters Score -3.143207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -31432086.000000 Penalty: 6168.945801
	Iteration 117Q: 3 clusters Score -3.143209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -31432106.000000 Penalty: 6168.945801
	Iteration 118Q: 3 clusters Score -3.143211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 168346 members 
Entering Unmasked Estep 
Score: -31432106.000000 Penalty: 6168.945801
	Iteration 119Q: 3 clusters Score -3.143211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 168353 members 
Entering Unmasked Estep 
Score: -31432110.000000 Penalty: 6168.945801
	Iteration 120F: 3 clusters Score -3.143211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -31432092.000000 Penalty: 6168.945801
	Iteration 121Q: 3 clusters Score -3.143209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 168356 members 
Entering Unmasked Estep 
Score: -31432088.000000 Penalty: 6168.945801
	Iteration 122Q: 3 clusters Score -3.143209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -31432102.000000 Penalty: 6168.945801
	Iteration 123Q: 3 clusters Score -3.14321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -31432092.000000 Penalty: 6168.945801
	Iteration 124Q: 3 clusters Score -3.143209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -31432094.000000 Penalty: 6168.945801
	Iteration 125Q: 3 clusters Score -3.143209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -31432090.000000 Penalty: 6168.945801
	Iteration 126Q: 3 clusters Score -3.143209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -31432092.000000 Penalty: 6168.945801
	Iteration 127Q: 3 clusters Score -3.143209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -31432102.000000 Penalty: 6168.945801
	Iteration 128Q: 3 clusters Score -3.14321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 168372 members 
Entering Unmasked Estep 
Score: -31432098.000000 Penalty: 6168.945801
	Iteration 129Q: 3 clusters Score -3.14321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 168372 members 
Entering Unmasked Estep 
Score: -31432108.000000 Penalty: 6168.945801
	Iteration 130Q: 3 clusters Score -3.143211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 168373 members 
Entering Unmasked Estep 
Score: -31432108.000000 Penalty: 6168.945801
	Iteration 131Q: 3 clusters Score -3.143211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 168374 members 
Entering Unmasked Estep 
Score: -31432120.000000 Penalty: 6168.945801
	Iteration 132Q: 3 clusters Score -3.143212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 168374 members 
Entering Unmasked Estep 
Score: -31432120.000000 Penalty: 6168.945801
	Iteration 133F: 3 clusters Score -3.143212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 41823 members 
Mstep: Class 7 contains 71242 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 31486 members 
Mstep: Class 13 contains 83678 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 74507 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 57897 members 
Mstep: Class 18 contains 168374 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 20472 members 
Mstep: Class 21 contains 172608 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 173603 members 
Mstep: Class 24 contains 27929 members 
Entering Unmasked Estep 
Score: -124135104.000000 Penalty: 82438.343750
Splitting cluster 13 changes total score from -124118888.000000 to -124135104.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 14 (10104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Entering Unmasked Estep 
Score: -1235795.125000 Penalty: 2286.730469
	Iteration 0F: 2 clusters Score -1235795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1228115.500000 Penalty: 4573.460938
	Iteration 0F: 3 clusters Score -1228116 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1230273.125000 Penalty: 4573.460938
	Iteration 1F: 3 clusters Score -1230273 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1230593.000000 Penalty: 4573.460938
	Iteration 2F: 3 clusters Score -1230593 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1230832.500000 Penalty: 4573.460938
	Iteration 3F: 3 clusters Score -1230832 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1231019.125000 Penalty: 4573.460938
	Iteration 4Q: 3 clusters Score -1231019 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1231216.500000 Penalty: 4573.460938
	Iteration 5Q: 3 clusters Score -1231216 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1231461.500000 Penalty: 4573.460938
	Iteration 6Q: 3 clusters Score -1231462 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1231748.750000 Penalty: 4573.460938
	Iteration 7Q: 3 clusters Score -1231749 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1232030.250000 Penalty: 4573.460938
	Iteration 8Q: 3 clusters Score -1232030 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1232268.375000 Penalty: 4573.460938
	Iteration 9Q: 3 clusters Score -1232268 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1232501.125000 Penalty: 4573.460938
	Iteration 10Q: 3 clusters Score -1232501 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1232703.500000 Penalty: 4573.460938
	Iteration 11Q: 3 clusters Score -1232704 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1232873.250000 Penalty: 4573.460938
	Iteration 12Q: 3 clusters Score -1232873 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1233048.875000 Penalty: 4573.460938
	Iteration 13Q: 3 clusters Score -1233049 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1233209.500000 Penalty: 4573.460938
	Iteration 14Q: 3 clusters Score -1233210 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1233324.000000 Penalty: 4573.460938
	Iteration 15Q: 3 clusters Score -1233324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1233411.375000 Penalty: 4573.460938
	Iteration 16Q: 3 clusters Score -1233411 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1233464.375000 Penalty: 4573.460938
	Iteration 17Q: 3 clusters Score -1233464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1233493.000000 Penalty: 4573.460938
	Iteration 18Q: 3 clusters Score -1233493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1233514.375000 Penalty: 4573.460938
	Iteration 19Q: 3 clusters Score -1233514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1233531.375000 Penalty: 4573.460938
	Iteration 20F: 3 clusters Score -1233531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1233541.125000 Penalty: 4573.460938
	Iteration 21Q: 3 clusters Score -1233541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1233555.375000 Penalty: 4573.460938
	Iteration 22Q: 3 clusters Score -1233555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1233561.500000 Penalty: 4573.460938
	Iteration 23Q: 3 clusters Score -1233562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1233563.875000 Penalty: 4573.460938
	Iteration 24Q: 3 clusters Score -1233564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1233564.125000 Penalty: 4573.460938
	Iteration 25Q: 3 clusters Score -1233564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1233566.500000 Penalty: 4573.460938
	Iteration 26Q: 3 clusters Score -1233566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1233569.875000 Penalty: 4573.460938
	Iteration 27Q: 3 clusters Score -1233570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1233575.625000 Penalty: 4573.460938
	Iteration 28Q: 3 clusters Score -1233576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1233574.875000 Penalty: 4573.460938
	Iteration 29Q: 3 clusters Score -1233575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1233577.250000 Penalty: 4573.460938
	Iteration 30Q: 3 clusters Score -1233577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1233577.625000 Penalty: 4573.460938
	Iteration 31Q: 3 clusters Score -1233578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1233582.875000 Penalty: 4573.460938
	Iteration 32Q: 3 clusters Score -1233583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1233579.625000 Penalty: 4573.460938
	Iteration 33Q: 3 clusters Score -1233580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1233580.000000 Penalty: 4573.460938
	Iteration 34Q: 3 clusters Score -1233580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1233583.250000 Penalty: 4573.460938
	Iteration 35Q: 3 clusters Score -1233583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1233583.875000 Penalty: 4573.460938
	Iteration 36Q: 3 clusters Score -1233584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1233582.625000 Penalty: 4573.460938
	Iteration 37Q: 3 clusters Score -1233583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1233583.000000 Penalty: 4573.460938
	Iteration 38Q: 3 clusters Score -1233583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1233580.875000 Penalty: 4573.460938
	Iteration 39Q: 3 clusters Score -1233581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1233580.875000 Penalty: 4573.460938
	Iteration 40F: 3 clusters Score -1233581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Entering Unmasked Estep 
Score: -9137284.000000 Penalty: 2782.224609
	Iteration 0F: 2 clusters Score -9137284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -9087375.000000 Penalty: 5564.449219
	Iteration 0F: 3 clusters Score -9087375 nChanged 34877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -9106937.000000 Penalty: 5564.449219
	Iteration 1F: 3 clusters Score -9106937 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -9107491.000000 Penalty: 5564.449219
	Iteration 2Q: 3 clusters Score -9107491 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -9108218.000000 Penalty: 5564.449219
	Iteration 3Q: 3 clusters Score -9108218 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -9108993.000000 Penalty: 5564.449219
	Iteration 4Q: 3 clusters Score -9108993 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -9110245.000000 Penalty: 5564.449219
	Iteration 5Q: 3 clusters Score -9110245 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -9111925.000000 Penalty: 5564.449219
	Iteration 6Q: 3 clusters Score -9111925 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9114392.000000 Penalty: 5564.449219
	Iteration 7F: 3 clusters Score -9114392 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -9117727.000000 Penalty: 5564.449219
	Iteration 8F: 3 clusters Score -9117727 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -9121500.000000 Penalty: 5564.449219
	Iteration 9F: 3 clusters Score -9121500 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -9125145.000000 Penalty: 5564.449219
	Iteration 10F: 3 clusters Score -9125145 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -9128193.000000 Penalty: 5564.449219
	Iteration 11F: 3 clusters Score -9128193 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -9130502.000000 Penalty: 5564.449219
	Iteration 12Q: 3 clusters Score -9130502 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -9132195.000000 Penalty: 5564.449219
	Iteration 13Q: 3 clusters Score -9132195 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -9133243.000000 Penalty: 5564.449219
	Iteration 14Q: 3 clusters Score -9133243 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -9133868.000000 Penalty: 5564.449219
	Iteration 15Q: 3 clusters Score -9133868 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -9134333.000000 Penalty: 5564.449219
	Iteration 16Q: 3 clusters Score -9134333 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -9134601.000000 Penalty: 5564.449219
	Iteration 17Q: 3 clusters Score -9134601 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -9134736.000000 Penalty: 5564.449219
	Iteration 18Q: 3 clusters Score -9134736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -9134845.000000 Penalty: 5564.449219
	Iteration 19Q: 3 clusters Score -9134845 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -9134917.000000 Penalty: 5564.449219
	Iteration 20F: 3 clusters Score -9134917 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -9134988.000000 Penalty: 5564.449219
	Iteration 21Q: 3 clusters Score -9134988 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -9135046.000000 Penalty: 5564.449219
	Iteration 22Q: 3 clusters Score -9135046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -9135099.000000 Penalty: 5564.449219
	Iteration 23Q: 3 clusters Score -9135099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -9135138.000000 Penalty: 5564.449219
	Iteration 24Q: 3 clusters Score -9135138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -9135184.000000 Penalty: 5564.449219
	Iteration 25Q: 3 clusters Score -9135184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -9135236.000000 Penalty: 5564.449219
	Iteration 26Q: 3 clusters Score -9135236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -9135254.000000 Penalty: 5564.449219
	Iteration 27Q: 3 clusters Score -9135254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -9135283.000000 Penalty: 5564.449219
	Iteration 28Q: 3 clusters Score -9135283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -9135297.000000 Penalty: 5564.449219
	Iteration 29Q: 3 clusters Score -9135297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -9135297.000000 Penalty: 5564.449219
	Iteration 30Q: 3 clusters Score -9135297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -9135299.000000 Penalty: 5564.449219
	Iteration 31Q: 3 clusters Score -9135299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -9135302.000000 Penalty: 5564.449219
	Iteration 32Q: 3 clusters Score -9135302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -9135326.000000 Penalty: 5564.449219
	Iteration 33Q: 3 clusters Score -9135326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -9135335.000000 Penalty: 5564.449219
	Iteration 34Q: 3 clusters Score -9135335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -9135344.000000 Penalty: 5564.449219
	Iteration 35Q: 3 clusters Score -9135344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -9135349.000000 Penalty: 5564.449219
	Iteration 36Q: 3 clusters Score -9135349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -9135356.000000 Penalty: 5564.449219
	Iteration 37Q: 3 clusters Score -9135356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -9135360.000000 Penalty: 5564.449219
	Iteration 38Q: 3 clusters Score -9135360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -9135359.000000 Penalty: 5564.449219
	Iteration 39Q: 3 clusters Score -9135359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -9135366.000000 Penalty: 5564.449219
	Iteration 40F: 3 clusters Score -9135366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -9135369.000000 Penalty: 5564.449219
	Iteration 41Q: 3 clusters Score -9135369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -9135371.000000 Penalty: 5564.449219
	Iteration 42Q: 3 clusters Score -9135371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -9135374.000000 Penalty: 5564.449219
	Iteration 43Q: 3 clusters Score -9135374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -9135374.000000 Penalty: 5564.449219
	Iteration 44Q: 3 clusters Score -9135374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -9135373.000000 Penalty: 5564.449219
	Iteration 45Q: 3 clusters Score -9135373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -9135373.000000 Penalty: 5564.449219
	Iteration 46Q: 3 clusters Score -9135373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -9135376.000000 Penalty: 5564.449219
	Iteration 47Q: 3 clusters Score -9135376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -9135371.000000 Penalty: 5564.449219
	Iteration 48Q: 3 clusters Score -9135371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -9135374.000000 Penalty: 5564.449219
	Iteration 49Q: 3 clusters Score -9135374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -9135376.000000 Penalty: 5564.449219
	Iteration 50Q: 3 clusters Score -9135376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -9135380.000000 Penalty: 5564.449219
	Iteration 51Q: 3 clusters Score -9135380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -9135386.000000 Penalty: 5564.449219
	Iteration 52Q: 3 clusters Score -9135386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -9135387.000000 Penalty: 5564.449219
	Iteration 53Q: 3 clusters Score -9135387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -9135389.000000 Penalty: 5564.449219
	Iteration 54Q: 3 clusters Score -9135389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -9135377.000000 Penalty: 5564.449219
	Iteration 55Q: 3 clusters Score -9135377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -9135382.000000 Penalty: 5564.449219
	Iteration 56Q: 3 clusters Score -9135382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -9135381.000000 Penalty: 5564.449219
	Iteration 57Q: 3 clusters Score -9135381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -9135384.000000 Penalty: 5564.449219
	Iteration 58Q: 3 clusters Score -9135384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -9135386.000000 Penalty: 5564.449219
	Iteration 59Q: 3 clusters Score -9135386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -9135382.000000 Penalty: 5564.449219
	Iteration 60F: 3 clusters Score -9135382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9135386.000000 Penalty: 5564.449219
	Iteration 61Q: 3 clusters Score -9135386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -9135384.000000 Penalty: 5564.449219
	Iteration 62Q: 3 clusters Score -9135384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9135387.000000 Penalty: 5564.449219
	Iteration 63Q: 3 clusters Score -9135387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -9135386.000000 Penalty: 5564.449219
	Iteration 64Q: 3 clusters Score -9135386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -9135387.000000 Penalty: 5564.449219
	Iteration 65Q: 3 clusters Score -9135387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9135395.000000 Penalty: 5564.449219
	Iteration 66Q: 3 clusters Score -9135395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -9135395.000000 Penalty: 5564.449219
	Iteration 67Q: 3 clusters Score -9135395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -9135405.000000 Penalty: 5564.449219
	Iteration 68Q: 3 clusters Score -9135405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -9135397.000000 Penalty: 5564.449219
	Iteration 69Q: 3 clusters Score -9135397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -9135403.000000 Penalty: 5564.449219
	Iteration 70Q: 3 clusters Score -9135403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -9135392.000000 Penalty: 5564.449219
	Iteration 71Q: 3 clusters Score -9135392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -9135408.000000 Penalty: 5564.449219
	Iteration 72Q: 3 clusters Score -9135408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -9135411.000000 Penalty: 5564.449219
	Iteration 73Q: 3 clusters Score -9135411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -9135406.000000 Penalty: 5564.449219
	Iteration 74Q: 3 clusters Score -9135406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -9135417.000000 Penalty: 5564.449219
	Iteration 75Q: 3 clusters Score -9135417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -9135420.000000 Penalty: 5564.449219
	Iteration 76Q: 3 clusters Score -9135420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -9135423.000000 Penalty: 5564.449219
	Iteration 77Q: 3 clusters Score -9135423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -9135424.000000 Penalty: 5564.449219
	Iteration 78Q: 3 clusters Score -9135424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -9135430.000000 Penalty: 5564.449219
	Iteration 79Q: 3 clusters Score -9135430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -9135436.000000 Penalty: 5564.449219
	Iteration 80F: 3 clusters Score -9135436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -9135436.000000 Penalty: 5564.449219
	Iteration 81Q: 3 clusters Score -9135436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -9135443.000000 Penalty: 5564.449219
	Iteration 82Q: 3 clusters Score -9135443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -9135443.000000 Penalty: 5564.449219
	Iteration 83Q: 3 clusters Score -9135443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -9135446.000000 Penalty: 5564.449219
	Iteration 84Q: 3 clusters Score -9135446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -9135440.000000 Penalty: 5564.449219
	Iteration 85Q: 3 clusters Score -9135440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -9135444.000000 Penalty: 5564.449219
	Iteration 86Q: 3 clusters Score -9135444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -9135450.000000 Penalty: 5564.449219
	Iteration 87Q: 3 clusters Score -9135450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9135453.000000 Penalty: 5564.449219
	Iteration 88Q: 3 clusters Score -9135453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -9135452.000000 Penalty: 5564.449219
	Iteration 89Q: 3 clusters Score -9135452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -9135453.000000 Penalty: 5564.449219
	Iteration 90Q: 3 clusters Score -9135453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -9135451.000000 Penalty: 5564.449219
	Iteration 91Q: 3 clusters Score -9135451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -9135461.000000 Penalty: 5564.449219
	Iteration 92Q: 3 clusters Score -9135461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -9135475.000000 Penalty: 5564.449219
	Iteration 93Q: 3 clusters Score -9135475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -9135484.000000 Penalty: 5564.449219
	Iteration 94Q: 3 clusters Score -9135484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -9135479.000000 Penalty: 5564.449219
	Iteration 95Q: 3 clusters Score -9135479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -9135478.000000 Penalty: 5564.449219
	Iteration 96Q: 3 clusters Score -9135478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -9135478.000000 Penalty: 5564.449219
	Iteration 97Q: 3 clusters Score -9135478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -9135476.000000 Penalty: 5564.449219
	Iteration 98Q: 3 clusters Score -9135476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -9135482.000000 Penalty: 5564.449219
	Iteration 99Q: 3 clusters Score -9135482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -9135487.000000 Penalty: 5564.449219
	Iteration 100F: 3 clusters Score -9135487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -9135488.000000 Penalty: 5564.449219
	Iteration 101Q: 3 clusters Score -9135488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -9135491.000000 Penalty: 5564.449219
	Iteration 102Q: 3 clusters Score -9135491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -9135493.000000 Penalty: 5564.449219
	Iteration 103Q: 3 clusters Score -9135493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -9135492.000000 Penalty: 5564.449219
	Iteration 104Q: 3 clusters Score -9135492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -9135482.000000 Penalty: 5564.449219
	Iteration 105Q: 3 clusters Score -9135482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -9135482.000000 Penalty: 5564.449219
	Iteration 106Q: 3 clusters Score -9135482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -9135492.000000 Penalty: 5564.449219
	Iteration 107Q: 3 clusters Score -9135492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -9135488.000000 Penalty: 5564.449219
	Iteration 108Q: 3 clusters Score -9135488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -9135483.000000 Penalty: 5564.449219
	Iteration 109Q: 3 clusters Score -9135483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -9135483.000000 Penalty: 5564.449219
	Iteration 110F: 3 clusters Score -9135483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Entering Unmasked Estep 
Score: -2307321.250000 Penalty: 2445.630859
	Iteration 0F: 2 clusters Score -2307321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2293879.500000 Penalty: 4891.261719
	Iteration 0F: 3 clusters Score -2293880 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2298358.250000 Penalty: 4891.261719
	Iteration 1F: 3 clusters Score -2298358 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2298847.500000 Penalty: 4891.261719
	Iteration 2F: 3 clusters Score -2298848 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2299345.250000 Penalty: 4891.261719
	Iteration 3F: 3 clusters Score -2299345 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2299869.250000 Penalty: 4891.261719
	Iteration 4Q: 3 clusters Score -2299869 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2300451.750000 Penalty: 4891.261719
	Iteration 5F: 3 clusters Score -2300452 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2301150.750000 Penalty: 4891.261719
	Iteration 6F: 3 clusters Score -2301151 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2301961.000000 Penalty: 4891.261719
	Iteration 7F: 3 clusters Score -2301961 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2302777.500000 Penalty: 4891.261719
	Iteration 8F: 3 clusters Score -2302778 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2303498.250000 Penalty: 4891.261719
	Iteration 9F: 3 clusters Score -2303498 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2304209.750000 Penalty: 4891.261719
	Iteration 10Q: 3 clusters Score -2304210 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2304946.750000 Penalty: 4891.261719
	Iteration 11Q: 3 clusters Score -2304947 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2305544.000000 Penalty: 4891.261719
	Iteration 12Q: 3 clusters Score -2305544 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2305888.000000 Penalty: 4891.261719
	Iteration 13Q: 3 clusters Score -2305888 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2306089.000000 Penalty: 4891.261719
	Iteration 14Q: 3 clusters Score -2306089 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2306203.750000 Penalty: 4891.261719
	Iteration 15Q: 3 clusters Score -2306204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2306284.000000 Penalty: 4891.261719
	Iteration 16Q: 3 clusters Score -2306284 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2306338.000000 Penalty: 4891.261719
	Iteration 17Q: 3 clusters Score -2306338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2306373.750000 Penalty: 4891.261719
	Iteration 18Q: 3 clusters Score -2306374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2306413.500000 Penalty: 4891.261719
	Iteration 19Q: 3 clusters Score -2306414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2306458.500000 Penalty: 4891.261719
	Iteration 20F: 3 clusters Score -2306458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2306502.500000 Penalty: 4891.261719
	Iteration 21Q: 3 clusters Score -2306502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2306572.250000 Penalty: 4891.261719
	Iteration 22Q: 3 clusters Score -2306572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2306664.500000 Penalty: 4891.261719
	Iteration 23Q: 3 clusters Score -2306664 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2306760.750000 Penalty: 4891.261719
	Iteration 24Q: 3 clusters Score -2306761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2306843.750000 Penalty: 4891.261719
	Iteration 25Q: 3 clusters Score -2306844 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2306885.750000 Penalty: 4891.261719
	Iteration 26Q: 3 clusters Score -2306886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2306922.500000 Penalty: 4891.261719
	Iteration 27Q: 3 clusters Score -2306922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2306942.250000 Penalty: 4891.261719
	Iteration 28Q: 3 clusters Score -2306942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2306960.500000 Penalty: 4891.261719
	Iteration 29Q: 3 clusters Score -2306960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2306973.250000 Penalty: 4891.261719
	Iteration 30Q: 3 clusters Score -2306973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2306976.750000 Penalty: 4891.261719
	Iteration 31Q: 3 clusters Score -2306977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2307003.500000 Penalty: 4891.261719
	Iteration 32Q: 3 clusters Score -2307004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2307007.250000 Penalty: 4891.261719
	Iteration 33Q: 3 clusters Score -2307007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2307019.750000 Penalty: 4891.261719
	Iteration 34Q: 3 clusters Score -2307020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2307026.250000 Penalty: 4891.261719
	Iteration 35Q: 3 clusters Score -2307026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2307036.000000 Penalty: 4891.261719
	Iteration 36Q: 3 clusters Score -2307036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2307040.250000 Penalty: 4891.261719
	Iteration 37Q: 3 clusters Score -2307040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2307051.000000 Penalty: 4891.261719
	Iteration 38Q: 3 clusters Score -2307051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2307065.500000 Penalty: 4891.261719
	Iteration 39Q: 3 clusters Score -2307066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2307089.000000 Penalty: 4891.261719
	Iteration 40F: 3 clusters Score -2307089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2307116.500000 Penalty: 4891.261719
	Iteration 41Q: 3 clusters Score -2307116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2307126.000000 Penalty: 4891.261719
	Iteration 42Q: 3 clusters Score -2307126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2307143.500000 Penalty: 4891.261719
	Iteration 43Q: 3 clusters Score -2307144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2307152.000000 Penalty: 4891.261719
	Iteration 44Q: 3 clusters Score -2307152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2307182.000000 Penalty: 4891.261719
	Iteration 45Q: 3 clusters Score -2307182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2307199.750000 Penalty: 4891.261719
	Iteration 46Q: 3 clusters Score -2307200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2307218.750000 Penalty: 4891.261719
	Iteration 47Q: 3 clusters Score -2307219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2307247.500000 Penalty: 4891.261719
	Iteration 48Q: 3 clusters Score -2307248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2307262.500000 Penalty: 4891.261719
	Iteration 49Q: 3 clusters Score -2307262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2307285.250000 Penalty: 4891.261719
	Iteration 50Q: 3 clusters Score -2307285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2307301.750000 Penalty: 4891.261719
	Iteration 51Q: 3 clusters Score -2307302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2307311.500000 Penalty: 4891.261719
	Iteration 52Q: 3 clusters Score -2307312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2307326.250000 Penalty: 4891.261719
	Iteration 53Q: 3 clusters Score -2307326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2307342.500000 Penalty: 4891.261719
	Iteration 54Q: 3 clusters Score -2307342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2307363.250000 Penalty: 4891.261719
	Iteration 55Q: 3 clusters Score -2307363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2307376.750000 Penalty: 4891.261719
	Iteration 56Q: 3 clusters Score -2307377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2307388.250000 Penalty: 4891.261719
	Iteration 57Q: 3 clusters Score -2307388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2307402.500000 Penalty: 4891.261719
	Iteration 58Q: 3 clusters Score -2307402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2307413.250000 Penalty: 4891.261719
	Iteration 59Q: 3 clusters Score -2307413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2307424.500000 Penalty: 4891.261719
	Iteration 60F: 3 clusters Score -2307424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2307435.750000 Penalty: 4891.261719
	Iteration 61Q: 3 clusters Score -2307436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2307447.750000 Penalty: 4891.261719
	Iteration 62Q: 3 clusters Score -2307448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2307450.500000 Penalty: 4891.261719
	Iteration 63Q: 3 clusters Score -2307450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2307468.750000 Penalty: 4891.261719
	Iteration 64Q: 3 clusters Score -2307469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2307466.750000 Penalty: 4891.261719
	Iteration 65Q: 3 clusters Score -2307467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2307483.250000 Penalty: 4891.261719
	Iteration 66Q: 3 clusters Score -2307483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2307487.250000 Penalty: 4891.261719
	Iteration 67Q: 3 clusters Score -2307487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2307493.250000 Penalty: 4891.261719
	Iteration 68Q: 3 clusters Score -2307493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2307500.250000 Penalty: 4891.261719
	Iteration 69Q: 3 clusters Score -2307500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2307507.250000 Penalty: 4891.261719
	Iteration 70Q: 3 clusters Score -2307507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2307508.500000 Penalty: 4891.261719
	Iteration 71Q: 3 clusters Score -2307508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2307518.250000 Penalty: 4891.261719
	Iteration 72Q: 3 clusters Score -2307518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2307515.000000 Penalty: 4891.261719
	Iteration 73Q: 3 clusters Score -2307515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2307520.500000 Penalty: 4891.261719
	Iteration 74Q: 3 clusters Score -2307520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2307523.000000 Penalty: 4891.261719
	Iteration 75Q: 3 clusters Score -2307523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2307522.250000 Penalty: 4891.261719
	Iteration 76Q: 3 clusters Score -2307522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2307519.750000 Penalty: 4891.261719
	Iteration 77Q: 3 clusters Score -2307520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2307522.500000 Penalty: 4891.261719
	Iteration 78Q: 3 clusters Score -2307522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2307526.500000 Penalty: 4891.261719
	Iteration 79Q: 3 clusters Score -2307526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2307526.250000 Penalty: 4891.261719
	Iteration 80F: 3 clusters Score -2307526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2307530.250000 Penalty: 4891.261719
	Iteration 81Q: 3 clusters Score -2307530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2307535.250000 Penalty: 4891.261719
	Iteration 82Q: 3 clusters Score -2307535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2307536.500000 Penalty: 4891.261719
	Iteration 83Q: 3 clusters Score -2307536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2307542.250000 Penalty: 4891.261719
	Iteration 84Q: 3 clusters Score -2307542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2307544.750000 Penalty: 4891.261719
	Iteration 85Q: 3 clusters Score -2307545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2307554.500000 Penalty: 4891.261719
	Iteration 86Q: 3 clusters Score -2307554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2307559.000000 Penalty: 4891.261719
	Iteration 87Q: 3 clusters Score -2307559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2307560.750000 Penalty: 4891.261719
	Iteration 88Q: 3 clusters Score -2307561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2307576.500000 Penalty: 4891.261719
	Iteration 89Q: 3 clusters Score -2307576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2307597.250000 Penalty: 4891.261719
	Iteration 90Q: 3 clusters Score -2307597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2307621.250000 Penalty: 4891.261719
	Iteration 91Q: 3 clusters Score -2307621 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2307665.500000 Penalty: 4891.261719
	Iteration 92Q: 3 clusters Score -2307666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2307706.750000 Penalty: 4891.261719
	Iteration 93Q: 3 clusters Score -2307707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2307752.750000 Penalty: 4891.261719
	Iteration 94Q: 3 clusters Score -2307753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2307803.750000 Penalty: 4891.261719
	Iteration 95Q: 3 clusters Score -2307804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2307838.250000 Penalty: 4891.261719
	Iteration 96Q: 3 clusters Score -2307838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2307877.500000 Penalty: 4891.261719
	Iteration 97Q: 3 clusters Score -2307878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2307895.000000 Penalty: 4891.261719
	Iteration 98Q: 3 clusters Score -2307895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2307907.500000 Penalty: 4891.261719
	Iteration 99Q: 3 clusters Score -2307908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2307910.250000 Penalty: 4891.261719
	Iteration 100F: 3 clusters Score -2307910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2307905.500000 Penalty: 4891.261719
	Iteration 101Q: 3 clusters Score -2307906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2307908.000000 Penalty: 4891.261719
	Iteration 102Q: 3 clusters Score -2307908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2307916.500000 Penalty: 4891.261719
	Iteration 103Q: 3 clusters Score -2307916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2307915.500000 Penalty: 4891.261719
	Iteration 104Q: 3 clusters Score -2307916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2307921.000000 Penalty: 4891.261719
	Iteration 105Q: 3 clusters Score -2307921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2307919.250000 Penalty: 4891.261719
	Iteration 106Q: 3 clusters Score -2307919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2307919.250000 Penalty: 4891.261719
	Iteration 107F: 3 clusters Score -2307919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 41823 members 
Mstep: Class 7 contains 71242 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 31486 members 
Mstep: Class 13 contains 83678 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 74507 members 
Mstep: Class 16 contains 12069 members 
Mstep: Class 17 contains 57897 members 
Mstep: Class 18 contains 168374 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 20472 members 
Mstep: Class 21 contains 172608 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 173603 members 
Mstep: Class 24 contains 27929 members 
Mstep: Class 25 contains 7107 members 
Entering Unmasked Estep 
Score: -124134448.000000 Penalty: 85873.281250
Splitting cluster 16 changes total score from -124118888.000000 to -124134448.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (57897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Entering Unmasked Estep 
Score: -7089880.000000 Penalty: 2719.672363
	Iteration 0F: 2 clusters Score -7089880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -7051198.000000 Penalty: 5439.344727
	Iteration 0F: 3 clusters Score -7051198 nChanged 26917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -7066145.500000 Penalty: 5439.344727
	Iteration 1F: 3 clusters Score -7066146 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -7067212.000000 Penalty: 5439.344727
	Iteration 2Q: 3 clusters Score -7067212 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7068857.000000 Penalty: 5439.344727
	Iteration 3F: 3 clusters Score -7068857 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -7071292.000000 Penalty: 5439.344727
	Iteration 4F: 3 clusters Score -7071292 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -7074686.000000 Penalty: 5439.344727
	Iteration 5F: 3 clusters Score -7074686 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -7078103.500000 Penalty: 5439.344727
	Iteration 6F: 3 clusters Score -7078104 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -7080824.000000 Penalty: 5439.344727
	Iteration 7F: 3 clusters Score -7080824 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -7082706.000000 Penalty: 5439.344727
	Iteration 8F: 3 clusters Score -7082706 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -7084031.000000 Penalty: 5439.344727
	Iteration 9Q: 3 clusters Score -7084031 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -7085063.000000 Penalty: 5439.344727
	Iteration 10Q: 3 clusters Score -7085063 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -7085853.000000 Penalty: 5439.344727
	Iteration 11Q: 3 clusters Score -7085853 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -7086502.500000 Penalty: 5439.344727
	Iteration 12Q: 3 clusters Score -7086502 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -7087046.000000 Penalty: 5439.344727
	Iteration 13Q: 3 clusters Score -7087046 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -7087461.500000 Penalty: 5439.344727
	Iteration 14Q: 3 clusters Score -7087462 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -7087835.000000 Penalty: 5439.344727
	Iteration 15Q: 3 clusters Score -7087835 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -7088094.500000 Penalty: 5439.344727
	Iteration 16Q: 3 clusters Score -7088094 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7088339.000000 Penalty: 5439.344727
	Iteration 17Q: 3 clusters Score -7088339 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7088526.000000 Penalty: 5439.344727
	Iteration 18Q: 3 clusters Score -7088526 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -7088642.000000 Penalty: 5439.344727
	Iteration 19Q: 3 clusters Score -7088642 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7088783.000000 Penalty: 5439.344727
	Iteration 20F: 3 clusters Score -7088783 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7088846.000000 Penalty: 5439.344727
	Iteration 21Q: 3 clusters Score -7088846 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -7088894.000000 Penalty: 5439.344727
	Iteration 22Q: 3 clusters Score -7088894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7088931.500000 Penalty: 5439.344727
	Iteration 23Q: 3 clusters Score -7088932 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7088962.500000 Penalty: 5439.344727
	Iteration 24Q: 3 clusters Score -7088962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7088964.500000 Penalty: 5439.344727
	Iteration 25Q: 3 clusters Score -7088964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7088979.000000 Penalty: 5439.344727
	Iteration 26Q: 3 clusters Score -7088979 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7089042.500000 Penalty: 5439.344727
	Iteration 27Q: 3 clusters Score -7089042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7089044.000000 Penalty: 5439.344727
	Iteration 28Q: 3 clusters Score -7089044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7089070.500000 Penalty: 5439.344727
	Iteration 29Q: 3 clusters Score -7089070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7089085.500000 Penalty: 5439.344727
	Iteration 30Q: 3 clusters Score -7089086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7089097.000000 Penalty: 5439.344727
	Iteration 31Q: 3 clusters Score -7089097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7089101.000000 Penalty: 5439.344727
	Iteration 32Q: 3 clusters Score -7089101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7089122.000000 Penalty: 5439.344727
	Iteration 33Q: 3 clusters Score -7089122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7089130.500000 Penalty: 5439.344727
	Iteration 34Q: 3 clusters Score -7089130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7089131.000000 Penalty: 5439.344727
	Iteration 35Q: 3 clusters Score -7089131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7089130.500000 Penalty: 5439.344727
	Iteration 36Q: 3 clusters Score -7089130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7089139.500000 Penalty: 5439.344727
	Iteration 37Q: 3 clusters Score -7089140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7089148.500000 Penalty: 5439.344727
	Iteration 38Q: 3 clusters Score -7089148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7089147.000000 Penalty: 5439.344727
	Iteration 39Q: 3 clusters Score -7089147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7089150.000000 Penalty: 5439.344727
	Iteration 40F: 3 clusters Score -7089150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7089160.000000 Penalty: 5439.344727
	Iteration 41Q: 3 clusters Score -7089160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7089156.000000 Penalty: 5439.344727
	Iteration 42Q: 3 clusters Score -7089156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7089161.500000 Penalty: 5439.344727
	Iteration 43Q: 3 clusters Score -7089162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7089157.500000 Penalty: 5439.344727
	Iteration 44Q: 3 clusters Score -7089158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7089163.500000 Penalty: 5439.344727
	Iteration 45Q: 3 clusters Score -7089164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7089170.000000 Penalty: 5439.344727
	Iteration 46Q: 3 clusters Score -7089170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7089169.000000 Penalty: 5439.344727
	Iteration 47Q: 3 clusters Score -7089169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7089171.000000 Penalty: 5439.344727
	Iteration 48Q: 3 clusters Score -7089171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7089176.000000 Penalty: 5439.344727
	Iteration 49Q: 3 clusters Score -7089176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7089181.500000 Penalty: 5439.344727
	Iteration 50Q: 3 clusters Score -7089182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7089181.500000 Penalty: 5439.344727
	Iteration 51Q: 3 clusters Score -7089182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7089175.500000 Penalty: 5439.344727
	Iteration 52Q: 3 clusters Score -7089176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7089181.000000 Penalty: 5439.344727
	Iteration 53Q: 3 clusters Score -7089181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7089187.500000 Penalty: 5439.344727
	Iteration 54Q: 3 clusters Score -7089188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7089181.500000 Penalty: 5439.344727
	Iteration 55Q: 3 clusters Score -7089182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7089180.500000 Penalty: 5439.344727
	Iteration 56Q: 3 clusters Score -7089180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7089183.000000 Penalty: 5439.344727
	Iteration 57Q: 3 clusters Score -7089183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7089175.000000 Penalty: 5439.344727
	Iteration 58Q: 3 clusters Score -7089175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7089176.500000 Penalty: 5439.344727
	Iteration 59Q: 3 clusters Score -7089176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7089179.000000 Penalty: 5439.344727
	Iteration 60F: 3 clusters Score -7089179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7089180.000000 Penalty: 5439.344727
	Iteration 61Q: 3 clusters Score -7089180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7089174.500000 Penalty: 5439.344727
	Iteration 62Q: 3 clusters Score -7089174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7089175.000000 Penalty: 5439.344727
	Iteration 63Q: 3 clusters Score -7089175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7089173.000000 Penalty: 5439.344727
	Iteration 64Q: 3 clusters Score -7089173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7089176.000000 Penalty: 5439.344727
	Iteration 65Q: 3 clusters Score -7089176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7089173.500000 Penalty: 5439.344727
	Iteration 66Q: 3 clusters Score -7089174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7089173.500000 Penalty: 5439.344727
	Iteration 67F: 3 clusters Score -7089174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -257857.031250 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -257857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -255133.640625 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -255133.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -256736.187500 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -256736.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -259524.015625 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -259524 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -261644.750000 Penalty: 3881.717773
	Iteration 3F: 3 clusters Score -261644.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -262365.750000 Penalty: 3881.717773
	Iteration 4F: 3 clusters Score -262365.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -262560.343750 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -262560.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -262695.218750 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -262695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -262808.218750 Penalty: 3881.717773
	Iteration 7Q: 3 clusters Score -262808.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -262976.156250 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -262976.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -263204.812500 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -263204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -263342.218750 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -263342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -263425.093750 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -263425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -263428.218750 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -263428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -263428.218750 Penalty: 3881.717773
	Iteration 13F: 3 clusters Score -263428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 41823 members 
Mstep: Class 7 contains 71242 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 31486 members 
Mstep: Class 13 contains 83678 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 74507 members 
Mstep: Class 16 contains 12069 members 
Mstep: Class 17 contains 57897 members 
Mstep: Class 18 contains 168374 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 20472 members 
Mstep: Class 21 contains 172608 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 173603 members 
Mstep: Class 24 contains 27929 members 
Mstep: Class 25 contains 7107 members 
Mstep: Class 26 contains 2131 members 
Entering Unmasked Estep 
Score: -124138408.000000 Penalty: 89308.210938
Splitting cluster 19 changes total score from -124118888.000000 to -124138408.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (20472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Entering Unmasked Estep 
Score: -2503001.250000 Penalty: 2461.849609
	Iteration 0F: 2 clusters Score -2503001 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 10246 members 
Entering Unmasked Estep 
Score: -2488683.750000 Penalty: 4923.699219
	Iteration 0F: 3 clusters Score -2488684 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2493574.500000 Penalty: 4923.699219
	Iteration 1F: 3 clusters Score -2493574 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2494070.500000 Penalty: 4923.699219
	Iteration 2F: 3 clusters Score -2494070 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2494502.750000 Penalty: 4923.699219
	Iteration 3F: 3 clusters Score -2494503 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2494988.250000 Penalty: 4923.699219
	Iteration 4Q: 3 clusters Score -2494988 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2495631.250000 Penalty: 4923.699219
	Iteration 5F: 3 clusters Score -2495631 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2496374.250000 Penalty: 4923.699219
	Iteration 6F: 3 clusters Score -2496374 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2497149.250000 Penalty: 4923.699219
	Iteration 7F: 3 clusters Score -2497149 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2497899.500000 Penalty: 4923.699219
	Iteration 8F: 3 clusters Score -2497900 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2498482.750000 Penalty: 4923.699219
	Iteration 9F: 3 clusters Score -2498483 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2498977.500000 Penalty: 4923.699219
	Iteration 10Q: 3 clusters Score -2498978 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2499345.000000 Penalty: 4923.699219
	Iteration 11Q: 3 clusters Score -2499345 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2499640.500000 Penalty: 4923.699219
	Iteration 12Q: 3 clusters Score -2499640 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2499842.250000 Penalty: 4923.699219
	Iteration 13Q: 3 clusters Score -2499842 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2500021.000000 Penalty: 4923.699219
	Iteration 14Q: 3 clusters Score -2500021 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2500193.000000 Penalty: 4923.699219
	Iteration 15Q: 3 clusters Score -2500193 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2500338.750000 Penalty: 4923.699219
	Iteration 16Q: 3 clusters Score -2500339 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2500468.000000 Penalty: 4923.699219
	Iteration 17Q: 3 clusters Score -2500468 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2500550.000000 Penalty: 4923.699219
	Iteration 18Q: 3 clusters Score -2500550 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2500657.750000 Penalty: 4923.699219
	Iteration 19Q: 3 clusters Score -2500658 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2500739.500000 Penalty: 4923.699219
	Iteration 20F: 3 clusters Score -2500740 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2500798.250000 Penalty: 4923.699219
	Iteration 21Q: 3 clusters Score -2500798 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2500863.000000 Penalty: 4923.699219
	Iteration 22Q: 3 clusters Score -2500863 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2500923.250000 Penalty: 4923.699219
	Iteration 23Q: 3 clusters Score -2500923 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2500974.250000 Penalty: 4923.699219
	Iteration 24Q: 3 clusters Score -2500974 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2501020.000000 Penalty: 4923.699219
	Iteration 25Q: 3 clusters Score -2501020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2501049.000000 Penalty: 4923.699219
	Iteration 26Q: 3 clusters Score -2501049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2501058.500000 Penalty: 4923.699219
	Iteration 27Q: 3 clusters Score -2501058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2501079.500000 Penalty: 4923.699219
	Iteration 28Q: 3 clusters Score -2501080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2501099.250000 Penalty: 4923.699219
	Iteration 29Q: 3 clusters Score -2501099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2501123.250000 Penalty: 4923.699219
	Iteration 30Q: 3 clusters Score -2501123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2501138.250000 Penalty: 4923.699219
	Iteration 31Q: 3 clusters Score -2501138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2501145.500000 Penalty: 4923.699219
	Iteration 32Q: 3 clusters Score -2501146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2501148.000000 Penalty: 4923.699219
	Iteration 33Q: 3 clusters Score -2501148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2501159.250000 Penalty: 4923.699219
	Iteration 34Q: 3 clusters Score -2501159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2501165.750000 Penalty: 4923.699219
	Iteration 35Q: 3 clusters Score -2501166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2501173.750000 Penalty: 4923.699219
	Iteration 36Q: 3 clusters Score -2501174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2501185.250000 Penalty: 4923.699219
	Iteration 37Q: 3 clusters Score -2501185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2501188.500000 Penalty: 4923.699219
	Iteration 38Q: 3 clusters Score -2501188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2501198.750000 Penalty: 4923.699219
	Iteration 39Q: 3 clusters Score -2501199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2501197.500000 Penalty: 4923.699219
	Iteration 40F: 3 clusters Score -2501198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2501201.250000 Penalty: 4923.699219
	Iteration 41Q: 3 clusters Score -2501201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2501201.000000 Penalty: 4923.699219
	Iteration 42Q: 3 clusters Score -2501201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2501201.500000 Penalty: 4923.699219
	Iteration 43Q: 3 clusters Score -2501202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2501201.500000 Penalty: 4923.699219
	Iteration 44Q: 3 clusters Score -2501202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2501200.750000 Penalty: 4923.699219
	Iteration 45Q: 3 clusters Score -2501201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2501203.500000 Penalty: 4923.699219
	Iteration 46Q: 3 clusters Score -2501204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2501206.250000 Penalty: 4923.699219
	Iteration 47Q: 3 clusters Score -2501206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2501206.000000 Penalty: 4923.699219
	Iteration 48Q: 3 clusters Score -2501206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2501206.000000 Penalty: 4923.699219
	Iteration 49F: 3 clusters Score -2501206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Entering Unmasked Estep 
Score: -20581976.000000 Penalty: 2990.577148
	Iteration 0F: 2 clusters Score -2.058198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -20467304.000000 Penalty: 5981.154297
	Iteration 0F: 3 clusters Score -2.04673e+07 nChanged 82464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -20516304.000000 Penalty: 5981.154297
	Iteration 1F: 3 clusters Score -2.05163e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -20518174.000000 Penalty: 5981.154297
	Iteration 2Q: 3 clusters Score -2.051817e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -20520382.000000 Penalty: 5981.154297
	Iteration 3Q: 3 clusters Score -2.052038e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -20523110.000000 Penalty: 5981.154297
	Iteration 4Q: 3 clusters Score -2.052311e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -20526680.000000 Penalty: 5981.154297
	Iteration 5Q: 3 clusters Score -2.052668e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -20531570.000000 Penalty: 5981.154297
	Iteration 6F: 3 clusters Score -2.053157e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 104148 members 
Entering Unmasked Estep 
Score: -20537408.000000 Penalty: 5981.154297
	Iteration 7F: 3 clusters Score -2.053741e+07 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 111244 members 
Entering Unmasked Estep 
Score: -20543604.000000 Penalty: 5981.154297
	Iteration 8F: 3 clusters Score -2.05436e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -20550022.000000 Penalty: 5981.154297
	Iteration 9F: 3 clusters Score -2.055002e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -20556234.000000 Penalty: 5981.154297
	Iteration 10F: 3 clusters Score -2.055623e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -20561438.000000 Penalty: 5981.154297
	Iteration 11Q: 3 clusters Score -2.056144e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -20565254.000000 Penalty: 5981.154297
	Iteration 12Q: 3 clusters Score -2.056525e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 140822 members 
Entering Unmasked Estep 
Score: -20567768.000000 Penalty: 5981.154297
	Iteration 13Q: 3 clusters Score -2.056777e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 144553 members 
Entering Unmasked Estep 
Score: -20569782.000000 Penalty: 5981.154297
	Iteration 14Q: 3 clusters Score -2.056978e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -20571424.000000 Penalty: 5981.154297
	Iteration 15Q: 3 clusters Score -2.057142e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -20572928.000000 Penalty: 5981.154297
	Iteration 16Q: 3 clusters Score -2.057293e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -20574326.000000 Penalty: 5981.154297
	Iteration 17Q: 3 clusters Score -2.057433e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -20575386.000000 Penalty: 5981.154297
	Iteration 18Q: 3 clusters Score -2.057539e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -20576472.000000 Penalty: 5981.154297
	Iteration 19Q: 3 clusters Score -2.057647e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -20577388.000000 Penalty: 5981.154297
	Iteration 20F: 3 clusters Score -2.057739e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 162649 members 
Entering Unmasked Estep 
Score: -20578098.000000 Penalty: 5981.154297
	Iteration 21Q: 3 clusters Score -2.05781e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 164194 members 
Entering Unmasked Estep 
Score: -20578674.000000 Penalty: 5981.154297
	Iteration 22Q: 3 clusters Score -2.057867e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 165472 members 
Entering Unmasked Estep 
Score: -20579162.000000 Penalty: 5981.154297
	Iteration 23Q: 3 clusters Score -2.057916e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 166508 members 
Entering Unmasked Estep 
Score: -20579546.000000 Penalty: 5981.154297
	Iteration 24Q: 3 clusters Score -2.057955e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 167317 members 
Entering Unmasked Estep 
Score: -20579866.000000 Penalty: 5981.154297
	Iteration 25Q: 3 clusters Score -2.057987e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 167973 members 
Entering Unmasked Estep 
Score: -20580074.000000 Penalty: 5981.154297
	Iteration 26Q: 3 clusters Score -2.058007e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 168475 members 
Entering Unmasked Estep 
Score: -20580246.000000 Penalty: 5981.154297
	Iteration 27Q: 3 clusters Score -2.058025e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 168846 members 
Entering Unmasked Estep 
Score: -20580242.000000 Penalty: 5981.154297
	Iteration 28Q: 3 clusters Score -2.058024e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 169118 members 
Entering Unmasked Estep 
Score: -20580266.000000 Penalty: 5981.154297
	Iteration 29Q: 3 clusters Score -2.058027e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 169331 members 
Entering Unmasked Estep 
Score: -20580372.000000 Penalty: 5981.154297
	Iteration 30Q: 3 clusters Score -2.058037e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -20580486.000000 Penalty: 5981.154297
	Iteration 31Q: 3 clusters Score -2.058049e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -20580490.000000 Penalty: 5981.154297
	Iteration 32Q: 3 clusters Score -2.058049e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -20580498.000000 Penalty: 5981.154297
	Iteration 33Q: 3 clusters Score -2.05805e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 169849 members 
Entering Unmasked Estep 
Score: -20580498.000000 Penalty: 5981.154297
	Iteration 34Q: 3 clusters Score -2.05805e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -20580544.000000 Penalty: 5981.154297
	Iteration 35Q: 3 clusters Score -2.058054e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -20580562.000000 Penalty: 5981.154297
	Iteration 36Q: 3 clusters Score -2.058056e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 170129 members 
Entering Unmasked Estep 
Score: -20580546.000000 Penalty: 5981.154297
	Iteration 37Q: 3 clusters Score -2.058055e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -20580542.000000 Penalty: 5981.154297
	Iteration 38Q: 3 clusters Score -2.058054e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 170236 members 
Entering Unmasked Estep 
Score: -20580540.000000 Penalty: 5981.154297
	Iteration 39Q: 3 clusters Score -2.058054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 170270 members 
Entering Unmasked Estep 
Score: -20580572.000000 Penalty: 5981.154297
	Iteration 40F: 3 clusters Score -2.058057e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 170290 members 
Entering Unmasked Estep 
Score: -20580588.000000 Penalty: 5981.154297
	Iteration 41Q: 3 clusters Score -2.058059e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 170309 members 
Entering Unmasked Estep 
Score: -20580584.000000 Penalty: 5981.154297
	Iteration 42Q: 3 clusters Score -2.058058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 170331 members 
Entering Unmasked Estep 
Score: -20580576.000000 Penalty: 5981.154297
	Iteration 43Q: 3 clusters Score -2.058058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 170353 members 
Entering Unmasked Estep 
Score: -20580564.000000 Penalty: 5981.154297
	Iteration 44Q: 3 clusters Score -2.058056e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 170384 members 
Entering Unmasked Estep 
Score: -20580572.000000 Penalty: 5981.154297
	Iteration 45Q: 3 clusters Score -2.058057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 170409 members 
Entering Unmasked Estep 
Score: -20580584.000000 Penalty: 5981.154297
	Iteration 46Q: 3 clusters Score -2.058058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 170419 members 
Entering Unmasked Estep 
Score: -20580580.000000 Penalty: 5981.154297
	Iteration 47Q: 3 clusters Score -2.058058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -20580606.000000 Penalty: 5981.154297
	Iteration 48Q: 3 clusters Score -2.058061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 170435 members 
Entering Unmasked Estep 
Score: -20580612.000000 Penalty: 5981.154297
	Iteration 49Q: 3 clusters Score -2.058061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 170445 members 
Entering Unmasked Estep 
Score: -20580596.000000 Penalty: 5981.154297
	Iteration 50Q: 3 clusters Score -2.05806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -20580602.000000 Penalty: 5981.154297
	Iteration 51Q: 3 clusters Score -2.05806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -20580596.000000 Penalty: 5981.154297
	Iteration 52Q: 3 clusters Score -2.05806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 170475 members 
Entering Unmasked Estep 
Score: -20580592.000000 Penalty: 5981.154297
	Iteration 53Q: 3 clusters Score -2.058059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 170485 members 
Entering Unmasked Estep 
Score: -20580566.000000 Penalty: 5981.154297
	Iteration 54Q: 3 clusters Score -2.058057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 170496 members 
Entering Unmasked Estep 
Score: -20580560.000000 Penalty: 5981.154297
	Iteration 55Q: 3 clusters Score -2.058056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -20580552.000000 Penalty: 5981.154297
	Iteration 56Q: 3 clusters Score -2.058055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 170512 members 
Entering Unmasked Estep 
Score: -20580556.000000 Penalty: 5981.154297
	Iteration 57Q: 3 clusters Score -2.058056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 170521 members 
Entering Unmasked Estep 
Score: -20580556.000000 Penalty: 5981.154297
	Iteration 58Q: 3 clusters Score -2.058056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 170531 members 
Entering Unmasked Estep 
Score: -20580572.000000 Penalty: 5981.154297
	Iteration 59Q: 3 clusters Score -2.058057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 170547 members 
Entering Unmasked Estep 
Score: -20580588.000000 Penalty: 5981.154297
	Iteration 60F: 3 clusters Score -2.058059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 170558 members 
Entering Unmasked Estep 
Score: -20580576.000000 Penalty: 5981.154297
	Iteration 61Q: 3 clusters Score -2.058058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 170568 members 
Entering Unmasked Estep 
Score: -20580578.000000 Penalty: 5981.154297
	Iteration 62Q: 3 clusters Score -2.058058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 170584 members 
Entering Unmasked Estep 
Score: -20580594.000000 Penalty: 5981.154297
	Iteration 63Q: 3 clusters Score -2.058059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 170598 members 
Entering Unmasked Estep 
Score: -20580608.000000 Penalty: 5981.154297
	Iteration 64Q: 3 clusters Score -2.058061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -20580582.000000 Penalty: 5981.154297
	Iteration 65Q: 3 clusters Score -2.058058e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 170621 members 
Entering Unmasked Estep 
Score: -20580582.000000 Penalty: 5981.154297
	Iteration 66Q: 3 clusters Score -2.058058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 170637 members 
Entering Unmasked Estep 
Score: -20580592.000000 Penalty: 5981.154297
	Iteration 67Q: 3 clusters Score -2.058059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -20580620.000000 Penalty: 5981.154297
	Iteration 68Q: 3 clusters Score -2.058062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -20580626.000000 Penalty: 5981.154297
	Iteration 69Q: 3 clusters Score -2.058063e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 170671 members 
Entering Unmasked Estep 
Score: -20580624.000000 Penalty: 5981.154297
	Iteration 70Q: 3 clusters Score -2.058062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -20580624.000000 Penalty: 5981.154297
	Iteration 71Q: 3 clusters Score -2.058062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 170711 members 
Entering Unmasked Estep 
Score: -20580646.000000 Penalty: 5981.154297
	Iteration 72Q: 3 clusters Score -2.058065e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -20580698.000000 Penalty: 5981.154297
	Iteration 73Q: 3 clusters Score -2.05807e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -20580754.000000 Penalty: 5981.154297
	Iteration 74Q: 3 clusters Score -2.058075e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 170775 members 
Entering Unmasked Estep 
Score: -20580810.000000 Penalty: 5981.154297
	Iteration 75Q: 3 clusters Score -2.058081e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 170803 members 
Entering Unmasked Estep 
Score: -20580862.000000 Penalty: 5981.154297
	Iteration 76Q: 3 clusters Score -2.058086e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -20580908.000000 Penalty: 5981.154297
	Iteration 77Q: 3 clusters Score -2.058091e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -20580972.000000 Penalty: 5981.154297
	Iteration 78Q: 3 clusters Score -2.058097e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 170841 members 
Entering Unmasked Estep 
Score: -20580992.000000 Penalty: 5981.154297
	Iteration 79Q: 3 clusters Score -2.058099e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 170834 members 
Entering Unmasked Estep 
Score: -20581020.000000 Penalty: 5981.154297
	Iteration 80F: 3 clusters Score -2.058102e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 170823 members 
Entering Unmasked Estep 
Score: -20581014.000000 Penalty: 5981.154297
	Iteration 81Q: 3 clusters Score -2.058101e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 170813 members 
Entering Unmasked Estep 
Score: -20581008.000000 Penalty: 5981.154297
	Iteration 82Q: 3 clusters Score -2.058101e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 170809 members 
Entering Unmasked Estep 
Score: -20580992.000000 Penalty: 5981.154297
	Iteration 83Q: 3 clusters Score -2.058099e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 170802 members 
Entering Unmasked Estep 
Score: -20581068.000000 Penalty: 5981.154297
	Iteration 84Q: 3 clusters Score -2.058107e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 170788 members 
Entering Unmasked Estep 
Score: -20581090.000000 Penalty: 5981.154297
	Iteration 85Q: 3 clusters Score -2.058109e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -20581098.000000 Penalty: 5981.154297
	Iteration 86Q: 3 clusters Score -2.05811e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 170783 members 
Entering Unmasked Estep 
Score: -20581122.000000 Penalty: 5981.154297
	Iteration 87Q: 3 clusters Score -2.058112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 170786 members 
Entering Unmasked Estep 
Score: -20581124.000000 Penalty: 5981.154297
	Iteration 88Q: 3 clusters Score -2.058112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -20581146.000000 Penalty: 5981.154297
	Iteration 89Q: 3 clusters Score -2.058115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -20581164.000000 Penalty: 5981.154297
	Iteration 90Q: 3 clusters Score -2.058116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -20581170.000000 Penalty: 5981.154297
	Iteration 91Q: 3 clusters Score -2.058117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -20581178.000000 Penalty: 5981.154297
	Iteration 92Q: 3 clusters Score -2.058118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 170776 members 
Entering Unmasked Estep 
Score: -20581176.000000 Penalty: 5981.154297
	Iteration 93Q: 3 clusters Score -2.058118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -20581176.000000 Penalty: 5981.154297
	Iteration 94Q: 3 clusters Score -2.058118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 170774 members 
Entering Unmasked Estep 
Score: -20581158.000000 Penalty: 5981.154297
	Iteration 95Q: 3 clusters Score -2.058116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 170768 members 
Entering Unmasked Estep 
Score: -20581150.000000 Penalty: 5981.154297
	Iteration 96Q: 3 clusters Score -2.058115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -20581160.000000 Penalty: 5981.154297
	Iteration 97Q: 3 clusters Score -2.058116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -20581158.000000 Penalty: 5981.154297
	Iteration 98Q: 3 clusters Score -2.058116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -20581174.000000 Penalty: 5981.154297
	Iteration 99Q: 3 clusters Score -2.058117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -20581174.000000 Penalty: 5981.154297
	Iteration 100F: 3 clusters Score -2.058117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -773509.000000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -773509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -768026.125000 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -768026.1 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -769622.750000 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -769622.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -770247.875000 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -770247.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -770967.375000 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -770967.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -771667.875000 Penalty: 4348.904297
	Iteration 4F: 3 clusters Score -771667.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -772150.937500 Penalty: 4348.904297
	Iteration 5F: 3 clusters Score -772150.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -772502.750000 Penalty: 4348.904297
	Iteration 6F: 3 clusters Score -772502.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -772761.187500 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -772761.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -772936.937500 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -772936.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -773045.062500 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -773045.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -773145.500000 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -773145.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -773225.125000 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -773225.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -773277.562500 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -773277.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -773320.875000 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -773320.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -773353.875000 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -773353.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -773388.500000 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -773388.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -773406.125000 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -773406.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -773414.687500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -773414.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -773416.062500 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -773416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -773418.437500 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -773418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -773420.500000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -773420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -773421.875000 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -773421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -773420.625000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -773420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -773421.812500 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -773421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -773421.625000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -773421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -773423.000000 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -773423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -773423.062500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -773423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -773423.062500 Penalty: 4348.904297
	Iteration 27F: 3 clusters Score -773423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (173603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173603 members 
Entering Unmasked Estep 
Score: -21439900.000000 Penalty: 2992.002686
	Iteration 0F: 2 clusters Score -2.14399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -21325038.000000 Penalty: 5984.005371
	Iteration 0F: 3 clusters Score -2.132504e+07 nChanged 83140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -21374974.000000 Penalty: 5984.005371
	Iteration 1F: 3 clusters Score -2.137497e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -21377368.000000 Penalty: 5984.005371
	Iteration 2Q: 3 clusters Score -2.137737e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -21380572.000000 Penalty: 5984.005371
	Iteration 3Q: 3 clusters Score -2.138057e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -21385076.000000 Penalty: 5984.005371
	Iteration 4F: 3 clusters Score -2.138508e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -21390482.000000 Penalty: 5984.005371
	Iteration 5F: 3 clusters Score -2.139048e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -21396968.000000 Penalty: 5984.005371
	Iteration 6F: 3 clusters Score -2.139697e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -21403838.000000 Penalty: 5984.005371
	Iteration 7F: 3 clusters Score -2.140384e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -21409050.000000 Penalty: 5984.005371
	Iteration 8F: 3 clusters Score -2.140905e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -21412462.000000 Penalty: 5984.005371
	Iteration 9Q: 3 clusters Score -2.141246e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -21415116.000000 Penalty: 5984.005371
	Iteration 10Q: 3 clusters Score -2.141512e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -21417042.000000 Penalty: 5984.005371
	Iteration 11Q: 3 clusters Score -2.141704e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 112476 members 
Entering Unmasked Estep 
Score: -21418538.000000 Penalty: 5984.005371
	Iteration 12Q: 3 clusters Score -2.141854e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -21420010.000000 Penalty: 5984.005371
	Iteration 13Q: 3 clusters Score -2.142001e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -21421316.000000 Penalty: 5984.005371
	Iteration 14Q: 3 clusters Score -2.142132e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -21422462.000000 Penalty: 5984.005371
	Iteration 15Q: 3 clusters Score -2.142246e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 124890 members 
Entering Unmasked Estep 
Score: -21423660.000000 Penalty: 5984.005371
	Iteration 16Q: 3 clusters Score -2.142366e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 127878 members 
Entering Unmasked Estep 
Score: -21424974.000000 Penalty: 5984.005371
	Iteration 17Q: 3 clusters Score -2.142497e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -21425896.000000 Penalty: 5984.005371
	Iteration 18Q: 3 clusters Score -2.14259e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 133498 members 
Entering Unmasked Estep 
Score: -21426940.000000 Penalty: 5984.005371
	Iteration 19Q: 3 clusters Score -2.142694e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -21427928.000000 Penalty: 5984.005371
	Iteration 20F: 3 clusters Score -2.142793e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 138693 members 
Entering Unmasked Estep 
Score: -21428936.000000 Penalty: 5984.005371
	Iteration 21Q: 3 clusters Score -2.142894e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 141088 members 
Entering Unmasked Estep 
Score: -21429840.000000 Penalty: 5984.005371
	Iteration 22Q: 3 clusters Score -2.142984e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -21430784.000000 Penalty: 5984.005371
	Iteration 23Q: 3 clusters Score -2.143078e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 145600 members 
Entering Unmasked Estep 
Score: -21431550.000000 Penalty: 5984.005371
	Iteration 24Q: 3 clusters Score -2.143155e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -21432296.000000 Penalty: 5984.005371
	Iteration 25Q: 3 clusters Score -2.14323e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 149967 members 
Entering Unmasked Estep 
Score: -21433006.000000 Penalty: 5984.005371
	Iteration 26Q: 3 clusters Score -2.143301e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 152138 members 
Entering Unmasked Estep 
Score: -21433858.000000 Penalty: 5984.005371
	Iteration 27Q: 3 clusters Score -2.143386e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 154117 members 
Entering Unmasked Estep 
Score: -21434564.000000 Penalty: 5984.005371
	Iteration 28Q: 3 clusters Score -2.143456e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 155956 members 
Entering Unmasked Estep 
Score: -21435244.000000 Penalty: 5984.005371
	Iteration 29Q: 3 clusters Score -2.143524e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 157688 members 
Entering Unmasked Estep 
Score: -21435722.000000 Penalty: 5984.005371
	Iteration 30Q: 3 clusters Score -2.143572e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -21436248.000000 Penalty: 5984.005371
	Iteration 31Q: 3 clusters Score -2.143625e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -21436854.000000 Penalty: 5984.005371
	Iteration 32Q: 3 clusters Score -2.143685e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -21437240.000000 Penalty: 5984.005371
	Iteration 33Q: 3 clusters Score -2.143724e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 162749 members 
Entering Unmasked Estep 
Score: -21437568.000000 Penalty: 5984.005371
	Iteration 34Q: 3 clusters Score -2.143757e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 163706 members 
Entering Unmasked Estep 
Score: -21437734.000000 Penalty: 5984.005371
	Iteration 35Q: 3 clusters Score -2.143773e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -21437830.000000 Penalty: 5984.005371
	Iteration 36Q: 3 clusters Score -2.143783e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -21437984.000000 Penalty: 5984.005371
	Iteration 37Q: 3 clusters Score -2.143798e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 165860 members 
Entering Unmasked Estep 
Score: -21438106.000000 Penalty: 5984.005371
	Iteration 38Q: 3 clusters Score -2.143811e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -21438126.000000 Penalty: 5984.005371
	Iteration 39Q: 3 clusters Score -2.143813e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -21438158.000000 Penalty: 5984.005371
	Iteration 40F: 3 clusters Score -2.143816e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -21438264.000000 Penalty: 5984.005371
	Iteration 41Q: 3 clusters Score -2.143826e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 167588 members 
Entering Unmasked Estep 
Score: -21438348.000000 Penalty: 5984.005371
	Iteration 42Q: 3 clusters Score -2.143835e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 167911 members 
Entering Unmasked Estep 
Score: -21438408.000000 Penalty: 5984.005371
	Iteration 43Q: 3 clusters Score -2.143841e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -21438530.000000 Penalty: 5984.005371
	Iteration 44Q: 3 clusters Score -2.143853e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -21438562.000000 Penalty: 5984.005371
	Iteration 45Q: 3 clusters Score -2.143856e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 168645 members 
Entering Unmasked Estep 
Score: -21438582.000000 Penalty: 5984.005371
	Iteration 46Q: 3 clusters Score -2.143858e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -21438612.000000 Penalty: 5984.005371
	Iteration 47Q: 3 clusters Score -2.143861e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 169003 members 
Entering Unmasked Estep 
Score: -21438602.000000 Penalty: 5984.005371
	Iteration 48Q: 3 clusters Score -2.14386e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 169129 members 
Entering Unmasked Estep 
Score: -21438632.000000 Penalty: 5984.005371
	Iteration 49Q: 3 clusters Score -2.143863e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -21438590.000000 Penalty: 5984.005371
	Iteration 50Q: 3 clusters Score -2.143859e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 169330 members 
Entering Unmasked Estep 
Score: -21438596.000000 Penalty: 5984.005371
	Iteration 51Q: 3 clusters Score -2.14386e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -21438574.000000 Penalty: 5984.005371
	Iteration 52Q: 3 clusters Score -2.143857e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 169504 members 
Entering Unmasked Estep 
Score: -21438558.000000 Penalty: 5984.005371
	Iteration 53Q: 3 clusters Score -2.143856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -21438578.000000 Penalty: 5984.005371
	Iteration 54Q: 3 clusters Score -2.143858e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 169639 members 
Entering Unmasked Estep 
Score: -21438588.000000 Penalty: 5984.005371
	Iteration 55Q: 3 clusters Score -2.143859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 169702 members 
Entering Unmasked Estep 
Score: -21438614.000000 Penalty: 5984.005371
	Iteration 56Q: 3 clusters Score -2.143861e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 169752 members 
Entering Unmasked Estep 
Score: -21438612.000000 Penalty: 5984.005371
	Iteration 57Q: 3 clusters Score -2.143861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 169797 members 
Entering Unmasked Estep 
Score: -21438630.000000 Penalty: 5984.005371
	Iteration 58Q: 3 clusters Score -2.143863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 169845 members 
Entering Unmasked Estep 
Score: -21438616.000000 Penalty: 5984.005371
	Iteration 59Q: 3 clusters Score -2.143862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -21438616.000000 Penalty: 5984.005371
	Iteration 60F: 3 clusters Score -2.143862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 169900 members 
Entering Unmasked Estep 
Score: -21438608.000000 Penalty: 5984.005371
	Iteration 61Q: 3 clusters Score -2.143861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -21438604.000000 Penalty: 5984.005371
	Iteration 62Q: 3 clusters Score -2.14386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 169952 members 
Entering Unmasked Estep 
Score: -21438608.000000 Penalty: 5984.005371
	Iteration 63Q: 3 clusters Score -2.143861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 169972 members 
Entering Unmasked Estep 
Score: -21438606.000000 Penalty: 5984.005371
	Iteration 64Q: 3 clusters Score -2.143861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -21438588.000000 Penalty: 5984.005371
	Iteration 65Q: 3 clusters Score -2.143859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 170003 members 
Entering Unmasked Estep 
Score: -21438590.000000 Penalty: 5984.005371
	Iteration 66Q: 3 clusters Score -2.143859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 170012 members 
Entering Unmasked Estep 
Score: -21438584.000000 Penalty: 5984.005371
	Iteration 67Q: 3 clusters Score -2.143858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -21438586.000000 Penalty: 5984.005371
	Iteration 68Q: 3 clusters Score -2.143859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 170023 members 
Entering Unmasked Estep 
Score: -21438586.000000 Penalty: 5984.005371
	Iteration 69Q: 3 clusters Score -2.143859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -21438570.000000 Penalty: 5984.005371
	Iteration 70Q: 3 clusters Score -2.143857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -21438566.000000 Penalty: 5984.005371
	Iteration 71Q: 3 clusters Score -2.143857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 170042 members 
Entering Unmasked Estep 
Score: -21438576.000000 Penalty: 5984.005371
	Iteration 72Q: 3 clusters Score -2.143858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -21438554.000000 Penalty: 5984.005371
	Iteration 73Q: 3 clusters Score -2.143855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -21438552.000000 Penalty: 5984.005371
	Iteration 74Q: 3 clusters Score -2.143855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -21438554.000000 Penalty: 5984.005371
	Iteration 75Q: 3 clusters Score -2.143855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -21438556.000000 Penalty: 5984.005371
	Iteration 76Q: 3 clusters Score -2.143856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 170066 members 
Entering Unmasked Estep 
Score: -21438552.000000 Penalty: 5984.005371
	Iteration 77Q: 3 clusters Score -2.143855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 170067 members 
Entering Unmasked Estep 
Score: -21438554.000000 Penalty: 5984.005371
	Iteration 78Q: 3 clusters Score -2.143855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 170068 members 
Entering Unmasked Estep 
Score: -21438564.000000 Penalty: 5984.005371
	Iteration 79Q: 3 clusters Score -2.143856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 170068 members 
Entering Unmasked Estep 
Score: -21438564.000000 Penalty: 5984.005371
	Iteration 80F: 3 clusters Score -2.143856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Entering Unmasked Estep 
Score: -3427559.000000 Penalty: 2538.880371
	Iteration 0F: 2 clusters Score -3427559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3408394.500000 Penalty: 5077.760742
	Iteration 0F: 3 clusters Score -3408394 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3414884.750000 Penalty: 5077.760742
	Iteration 1F: 3 clusters Score -3414885 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3415460.250000 Penalty: 5077.760742
	Iteration 2F: 3 clusters Score -3415460 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3416001.750000 Penalty: 5077.760742
	Iteration 3Q: 3 clusters Score -3416002 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3416664.250000 Penalty: 5077.760742
	Iteration 4F: 3 clusters Score -3416664 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3417463.250000 Penalty: 5077.760742
	Iteration 5F: 3 clusters Score -3417463 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3418374.750000 Penalty: 5077.760742
	Iteration 6F: 3 clusters Score -3418375 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3419434.250000 Penalty: 5077.760742
	Iteration 7F: 3 clusters Score -3419434 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3420626.250000 Penalty: 5077.760742
	Iteration 8F: 3 clusters Score -3420626 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3421703.750000 Penalty: 5077.760742
	Iteration 9F: 3 clusters Score -3421704 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3422628.500000 Penalty: 5077.760742
	Iteration 10Q: 3 clusters Score -3422628 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3423316.250000 Penalty: 5077.760742
	Iteration 11Q: 3 clusters Score -3423316 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3423743.750000 Penalty: 5077.760742
	Iteration 12Q: 3 clusters Score -3423744 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3424003.000000 Penalty: 5077.760742
	Iteration 13Q: 3 clusters Score -3424003 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3424219.250000 Penalty: 5077.760742
	Iteration 14Q: 3 clusters Score -3424219 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3424429.500000 Penalty: 5077.760742
	Iteration 15Q: 3 clusters Score -3424430 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3424564.750000 Penalty: 5077.760742
	Iteration 16Q: 3 clusters Score -3424565 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3424692.750000 Penalty: 5077.760742
	Iteration 17Q: 3 clusters Score -3424693 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3424783.250000 Penalty: 5077.760742
	Iteration 18Q: 3 clusters Score -3424783 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3424861.250000 Penalty: 5077.760742
	Iteration 19Q: 3 clusters Score -3424861 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3424906.750000 Penalty: 5077.760742
	Iteration 20F: 3 clusters Score -3424907 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3424963.500000 Penalty: 5077.760742
	Iteration 21Q: 3 clusters Score -3424964 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3424993.500000 Penalty: 5077.760742
	Iteration 22Q: 3 clusters Score -3424994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3425011.500000 Penalty: 5077.760742
	Iteration 23Q: 3 clusters Score -3425012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3425020.500000 Penalty: 5077.760742
	Iteration 24Q: 3 clusters Score -3425020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3425033.000000 Penalty: 5077.760742
	Iteration 25Q: 3 clusters Score -3425033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3425046.750000 Penalty: 5077.760742
	Iteration 26Q: 3 clusters Score -3425047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3425040.500000 Penalty: 5077.760742
	Iteration 27Q: 3 clusters Score -3425040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3425046.000000 Penalty: 5077.760742
	Iteration 28Q: 3 clusters Score -3425046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3425060.750000 Penalty: 5077.760742
	Iteration 29Q: 3 clusters Score -3425061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3425055.750000 Penalty: 5077.760742
	Iteration 30Q: 3 clusters Score -3425056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3425060.000000 Penalty: 5077.760742
	Iteration 31Q: 3 clusters Score -3425060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3425054.250000 Penalty: 5077.760742
	Iteration 32Q: 3 clusters Score -3425054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3425052.000000 Penalty: 5077.760742
	Iteration 33Q: 3 clusters Score -3425052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3425055.250000 Penalty: 5077.760742
	Iteration 34Q: 3 clusters Score -3425055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3425057.500000 Penalty: 5077.760742
	Iteration 35Q: 3 clusters Score -3425058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3425061.500000 Penalty: 5077.760742
	Iteration 36Q: 3 clusters Score -3425062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3425069.250000 Penalty: 5077.760742
	Iteration 37Q: 3 clusters Score -3425069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3425072.750000 Penalty: 5077.760742
	Iteration 38Q: 3 clusters Score -3425073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3425070.750000 Penalty: 5077.760742
	Iteration 39Q: 3 clusters Score -3425071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3425069.500000 Penalty: 5077.760742
	Iteration 40F: 3 clusters Score -3425070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3425067.000000 Penalty: 5077.760742
	Iteration 41Q: 3 clusters Score -3425067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3425067.000000 Penalty: 5077.760742
	Iteration 42F: 3 clusters Score -3425067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 41823 members 
Mstep: Class 7 contains 71242 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 31486 members 
Mstep: Class 13 contains 83678 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 74507 members 
Mstep: Class 16 contains 12069 members 
Mstep: Class 17 contains 57897 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 20472 members 
Mstep: Class 21 contains 172608 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 173603 members 
Mstep: Class 24 contains 27929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124157320.000000 Penalty: 89308.210938
Iteration 39Q: 27 clusters Score -1.241573e+08 nChanged 34955
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 41360 members 
Mstep: Class 7 contains 72156 members 
Mstep: Class 8 contains 11452 members 
Mstep: Class 9 contains 11391 members 
Mstep: Class 10 contains 10187 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 12 contains 31530 members 
Mstep: Class 13 contains 86842 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 73957 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 57869 members 
Mstep: Class 18 contains 170575 members 
Mstep: Class 19 contains 431 members 
Mstep: Class 20 contains 20450 members 
Mstep: Class 21 contains 171453 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 171133 members 
Mstep: Class 24 contains 27842 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124165736.000000 Penalty: 89308.210938
Iteration 40F: 27 clusters Score -1.241657e+08 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 3839 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 40950 members 
Mstep: Class 7 contains 73200 members 
Mstep: Class 8 contains 11328 members 
Mstep: Class 9 contains 10992 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 11 contains 2979 members 
Mstep: Class 12 contains 31201 members 
Mstep: Class 13 contains 89460 members 
Mstep: Class 14 contains 10089 members 
Mstep: Class 15 contains 73298 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 57764 members 
Mstep: Class 18 contains 171621 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 20420 members 
Mstep: Class 21 contains 169264 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 169267 members 
Mstep: Class 24 contains 27786 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124170696.000000 Penalty: 89308.210938
Iteration 41Q: 27 clusters Score -1.241707e+08 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 6148 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 40683 members 
Mstep: Class 7 contains 74328 members 
Mstep: Class 8 contains 11289 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 10235 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 30986 members 
Mstep: Class 13 contains 92098 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 72558 members 
Mstep: Class 16 contains 12245 members 
Mstep: Class 17 contains 57691 members 
Mstep: Class 18 contains 172539 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 20402 members 
Mstep: Class 21 contains 166882 members 
Mstep: Class 22 contains 6222 members 
Mstep: Class 23 contains 167643 members 
Mstep: Class 24 contains 27725 members 
Mstep: Class 25 contains 7626 members 
Mstep: Class 26 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124174120.000000 Penalty: 89308.210938
Iteration 42Q: 27 clusters Score -1.241741e+08 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 40488 members 
Mstep: Class 7 contains 75494 members 
Mstep: Class 8 contains 11386 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 30820 members 
Mstep: Class 13 contains 94778 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 71751 members 
Mstep: Class 16 contains 12253 members 
Mstep: Class 17 contains 57630 members 
Mstep: Class 18 contains 173282 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 20388 members 
Mstep: Class 21 contains 164308 members 
Mstep: Class 22 contains 6160 members 
Mstep: Class 23 contains 166195 members 
Mstep: Class 24 contains 27679 members 
Mstep: Class 25 contains 7847 members 
Mstep: Class 26 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124175600.000000 Penalty: 89308.210938
Iteration 43Q: 27 clusters Score -1.241756e+08 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 40359 members 
Mstep: Class 7 contains 76719 members 
Mstep: Class 8 contains 11568 members 
Mstep: Class 9 contains 10001 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 12 contains 30681 members 
Mstep: Class 13 contains 97384 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 70867 members 
Mstep: Class 16 contains 12276 members 
Mstep: Class 17 contains 57593 members 
Mstep: Class 18 contains 173934 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 20371 members 
Mstep: Class 21 contains 161638 members 
Mstep: Class 22 contains 6113 members 
Mstep: Class 23 contains 164848 members 
Mstep: Class 24 contains 27639 members 
Mstep: Class 25 contains 7991 members 
Mstep: Class 26 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124177984.000000 Penalty: 89308.210938
Iteration 44Q: 27 clusters Score -1.24178e+08 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 4207 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 6796 members 
Mstep: Class 6 contains 40260 members 
Mstep: Class 7 contains 78046 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 9739 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 30597 members 
Mstep: Class 13 contains 100096 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 69903 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 57570 members 
Mstep: Class 18 contains 174584 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 20357 members 
Mstep: Class 21 contains 158809 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 163470 members 
Mstep: Class 24 contains 27600 members 
Mstep: Class 25 contains 8090 members 
Mstep: Class 26 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124179576.000000 Penalty: 89308.210938
Iteration 45Q: 27 clusters Score -1.241796e+08 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 8528 members 
Mstep: Class 3 contains 4273 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 6810 members 
Mstep: Class 6 contains 40205 members 
Mstep: Class 7 contains 79450 members 
Mstep: Class 8 contains 11924 members 
Mstep: Class 9 contains 9506 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 30533 members 
Mstep: Class 13 contains 102822 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 68901 members 
Mstep: Class 16 contains 12318 members 
Mstep: Class 17 contains 57544 members 
Mstep: Class 18 contains 175274 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 20349 members 
Mstep: Class 21 contains 155826 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 162103 members 
Mstep: Class 24 contains 27555 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124181712.000000 Penalty: 89308.210938
Iteration 46Q: 27 clusters Score -1.241817e+08 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 4335 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 40152 members 
Mstep: Class 7 contains 80965 members 
Mstep: Class 8 contains 12111 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 12 contains 30481 members 
Mstep: Class 13 contains 105510 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 67787 members 
Mstep: Class 16 contains 12337 members 
Mstep: Class 17 contains 57533 members 
Mstep: Class 18 contains 175939 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 20340 members 
Mstep: Class 21 contains 152817 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 160822 members 
Mstep: Class 24 contains 27522 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124183368.000000 Penalty: 89308.210938
Iteration 47Q: 27 clusters Score -1.241834e+08 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 40127 members 
Mstep: Class 7 contains 82605 members 
Mstep: Class 8 contains 12295 members 
Mstep: Class 9 contains 9073 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 30445 members 
Mstep: Class 13 contains 108130 members 
Mstep: Class 14 contains 10085 members 
Mstep: Class 15 contains 66595 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 57518 members 
Mstep: Class 18 contains 176572 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 20328 members 
Mstep: Class 21 contains 149805 members 
Mstep: Class 22 contains 5998 members 
Mstep: Class 23 contains 159640 members 
Mstep: Class 24 contains 27514 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124185136.000000 Penalty: 89308.210938
Iteration 48Q: 27 clusters Score -1.241851e+08 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 9947 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 40118 members 
Mstep: Class 7 contains 84284 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 11 contains 2814 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 110872 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 65378 members 
Mstep: Class 16 contains 12361 members 
Mstep: Class 17 contains 57512 members 
Mstep: Class 18 contains 177016 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 20327 members 
Mstep: Class 21 contains 146823 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 158455 members 
Mstep: Class 24 contains 27518 members 
Mstep: Class 25 contains 8293 members 
Mstep: Class 26 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124186392.000000 Penalty: 89308.210938
Iteration 49Q: 27 clusters Score -1.241864e+08 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 4516 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 6932 members 
Mstep: Class 6 contains 40171 members 
Mstep: Class 7 contains 85936 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 8771 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 30415 members 
Mstep: Class 13 contains 113516 members 
Mstep: Class 14 contains 10085 members 
Mstep: Class 15 contains 64129 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 57492 members 
Mstep: Class 18 contains 177366 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 20318 members 
Mstep: Class 21 contains 143922 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 157305 members 
Mstep: Class 24 contains 27528 members 
Mstep: Class 25 contains 8312 members 
Mstep: Class 26 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124188296.000000 Penalty: 89308.210938
Iteration 50Q: 27 clusters Score -1.241883e+08 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 4565 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 40219 members 
Mstep: Class 7 contains 87641 members 
Mstep: Class 8 contains 12847 members 
Mstep: Class 9 contains 8634 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 116194 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 62910 members 
Mstep: Class 16 contains 12384 members 
Mstep: Class 17 contains 57478 members 
Mstep: Class 18 contains 177711 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20308 members 
Mstep: Class 21 contains 140942 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 156183 members 
Mstep: Class 24 contains 27548 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124189424.000000 Penalty: 89308.210938
Iteration 51Q: 27 clusters Score -1.241894e+08 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 11019 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 6940 members 
Mstep: Class 6 contains 40324 members 
Mstep: Class 7 contains 89405 members 
Mstep: Class 8 contains 13051 members 
Mstep: Class 9 contains 8535 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 30408 members 
Mstep: Class 13 contains 118915 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 61638 members 
Mstep: Class 16 contains 12392 members 
Mstep: Class 17 contains 57462 members 
Mstep: Class 18 contains 177773 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20300 members 
Mstep: Class 21 contains 138037 members 
Mstep: Class 22 contains 5942 members 
Mstep: Class 23 contains 155207 members 
Mstep: Class 24 contains 27567 members 
Mstep: Class 25 contains 8344 members 
Mstep: Class 26 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124190624.000000 Penalty: 89308.210938
Iteration 52Q: 27 clusters Score -1.241906e+08 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 11299 members 
Mstep: Class 3 contains 4641 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 6938 members 
Mstep: Class 6 contains 40394 members 
Mstep: Class 7 contains 91181 members 
Mstep: Class 8 contains 13257 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 30384 members 
Mstep: Class 13 contains 121647 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 60384 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 57451 members 
Mstep: Class 18 contains 177748 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20288 members 
Mstep: Class 21 contains 135241 members 
Mstep: Class 22 contains 5930 members 
Mstep: Class 23 contains 154247 members 
Mstep: Class 24 contains 27570 members 
Mstep: Class 25 contains 8358 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124191520.000000 Penalty: 89308.210938
Iteration 53Q: 27 clusters Score -1.241915e+08 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 4667 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 6926 members 
Mstep: Class 6 contains 40474 members 
Mstep: Class 7 contains 93024 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 10 contains 10379 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 30366 members 
Mstep: Class 13 contains 124398 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 59092 members 
Mstep: Class 16 contains 12421 members 
Mstep: Class 17 contains 57443 members 
Mstep: Class 18 contains 177570 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20276 members 
Mstep: Class 21 contains 132498 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 153352 members 
Mstep: Class 24 contains 27583 members 
Mstep: Class 25 contains 8375 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124192928.000000 Penalty: 89308.210938
Iteration 54Q: 27 clusters Score -1.241929e+08 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 11784 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 6941 members 
Mstep: Class 6 contains 40545 members 
Mstep: Class 7 contains 94829 members 
Mstep: Class 8 contains 13655 members 
Mstep: Class 9 contains 8301 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 127186 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 57825 members 
Mstep: Class 16 contains 12429 members 
Mstep: Class 17 contains 57432 members 
Mstep: Class 18 contains 177380 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20258 members 
Mstep: Class 21 contains 129664 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 152497 members 
Mstep: Class 24 contains 27612 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124193768.000000 Penalty: 89308.210938
Iteration 55Q: 27 clusters Score -1.241938e+08 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 6961 members 
Mstep: Class 6 contains 40675 members 
Mstep: Class 7 contains 96570 members 
Mstep: Class 8 contains 13862 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 10388 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 30341 members 
Mstep: Class 13 contains 129953 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 56615 members 
Mstep: Class 16 contains 12438 members 
Mstep: Class 17 contains 57424 members 
Mstep: Class 18 contains 177135 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20252 members 
Mstep: Class 21 contains 126835 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 151665 members 
Mstep: Class 24 contains 27639 members 
Mstep: Class 25 contains 8435 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124194944.000000 Penalty: 89308.210938
Iteration 56Q: 27 clusters Score -1.241949e+08 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 12167 members 
Mstep: Class 3 contains 4720 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 40795 members 
Mstep: Class 7 contains 98203 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 8192 members 
Mstep: Class 10 contains 10371 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 30327 members 
Mstep: Class 13 contains 132735 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 55505 members 
Mstep: Class 16 contains 12450 members 
Mstep: Class 17 contains 57408 members 
Mstep: Class 18 contains 176852 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20249 members 
Mstep: Class 21 contains 124152 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 150874 members 
Mstep: Class 24 contains 27674 members 
Mstep: Class 25 contains 8465 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124195736.000000 Penalty: 89308.210938
Iteration 57Q: 27 clusters Score -1.241957e+08 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 4735 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 6942 members 
Mstep: Class 6 contains 40895 members 
Mstep: Class 7 contains 99781 members 
Mstep: Class 8 contains 14202 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 135580 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 54443 members 
Mstep: Class 16 contains 12457 members 
Mstep: Class 17 contains 57400 members 
Mstep: Class 18 contains 176378 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20242 members 
Mstep: Class 21 contains 121461 members 
Mstep: Class 22 contains 5909 members 
Mstep: Class 23 contains 150194 members 
Mstep: Class 24 contains 27702 members 
Mstep: Class 25 contains 8499 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124196904.000000 Penalty: 89308.210938
Iteration 58Q: 27 clusters Score -1.241969e+08 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 12502 members 
Mstep: Class 3 contains 4756 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 41054 members 
Mstep: Class 7 contains 101310 members 
Mstep: Class 8 contains 14347 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 10350 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 138340 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 53460 members 
Mstep: Class 16 contains 12451 members 
Mstep: Class 17 contains 57393 members 
Mstep: Class 18 contains 175746 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 20237 members 
Mstep: Class 21 contains 118855 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 149586 members 
Mstep: Class 24 contains 27743 members 
Mstep: Class 25 contains 8563 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124197856.000000 Penalty: 89308.210938
Iteration 59Q: 27 clusters Score -1.241979e+08 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 12654 members 
Mstep: Class 3 contains 4770 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 102717 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 8103 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 141045 members 
Mstep: Class 14 contains 10085 members 
Mstep: Class 15 contains 52603 members 
Mstep: Class 16 contains 12460 members 
Mstep: Class 17 contains 57390 members 
Mstep: Class 18 contains 175091 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 20232 members 
Mstep: Class 21 contains 116291 members 
Mstep: Class 22 contains 5920 members 
Mstep: Class 23 contains 149097 members 
Mstep: Class 24 contains 27767 members 
Mstep: Class 25 contains 8621 members 
Mstep: Class 26 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124199016.000000 Penalty: 89308.210938
Iteration 60F: 27 clusters Score -1.24199e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 13063 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 41289 members 
Mstep: Class 7 contains 104037 members 
Mstep: Class 8 contains 14750 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 30289 members 
Mstep: Class 13 contains 143709 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 51814 members 
Mstep: Class 16 contains 12473 members 
Mstep: Class 17 contains 57380 members 
Mstep: Class 18 contains 174352 members 
Mstep: Class 19 contains 517 members 
Mstep: Class 20 contains 20232 members 
Mstep: Class 21 contains 113440 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 148600 members 
Mstep: Class 24 contains 27796 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124200608.000000 Penalty: 89308.210938
Iteration 61Q: 27 clusters Score -1.242006e+08 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 13505 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 41392 members 
Mstep: Class 7 contains 105265 members 
Mstep: Class 8 contains 14992 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 10294 members 
Mstep: Class 11 contains 2779 members 
Mstep: Class 12 contains 30286 members 
Mstep: Class 13 contains 146400 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 51063 members 
Mstep: Class 16 contains 12481 members 
Mstep: Class 17 contains 57372 members 
Mstep: Class 18 contains 173433 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20227 members 
Mstep: Class 21 contains 110737 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 148190 members 
Mstep: Class 24 contains 27820 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124201712.000000 Penalty: 89308.210938
Iteration 62Q: 27 clusters Score -1.242017e+08 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 41533 members 
Mstep: Class 7 contains 106489 members 
Mstep: Class 8 contains 15230 members 
Mstep: Class 9 contains 8132 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 12 contains 30283 members 
Mstep: Class 13 contains 149221 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 50370 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 57368 members 
Mstep: Class 18 contains 172257 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 20216 members 
Mstep: Class 21 contains 108023 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 147836 members 
Mstep: Class 24 contains 27834 members 
Mstep: Class 25 contains 8925 members 
Mstep: Class 26 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124203376.000000 Penalty: 89308.210938
Iteration 63Q: 27 clusters Score -1.242034e+08 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 5056 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 41628 members 
Mstep: Class 7 contains 107618 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8163 members 
Mstep: Class 10 contains 10236 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 30283 members 
Mstep: Class 13 contains 152121 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 49753 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 57359 members 
Mstep: Class 18 contains 170922 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 20206 members 
Mstep: Class 21 contains 105427 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 147608 members 
Mstep: Class 24 contains 27839 members 
Mstep: Class 25 contains 9044 members 
Mstep: Class 26 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124204512.000000 Penalty: 89308.210938
Iteration 64Q: 27 clusters Score -1.242045e+08 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 4824 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 41728 members 
Mstep: Class 7 contains 108654 members 
Mstep: Class 8 contains 15541 members 
Mstep: Class 9 contains 8188 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 30280 members 
Mstep: Class 13 contains 154772 members 
Mstep: Class 14 contains 10079 members 
Mstep: Class 15 contains 49182 members 
Mstep: Class 16 contains 12530 members 
Mstep: Class 17 contains 57348 members 
Mstep: Class 18 contains 169527 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 20199 members 
Mstep: Class 21 contains 103009 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 147551 members 
Mstep: Class 24 contains 27837 members 
Mstep: Class 25 contains 9167 members 
Mstep: Class 26 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124205600.000000 Penalty: 89308.210938
Iteration 65Q: 27 clusters Score -1.242056e+08 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 41789 members 
Mstep: Class 7 contains 109648 members 
Mstep: Class 8 contains 15693 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 10179 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 30278 members 
Mstep: Class 13 contains 157249 members 
Mstep: Class 14 contains 10080 members 
Mstep: Class 15 contains 48662 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 57342 members 
Mstep: Class 18 contains 168162 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 20185 members 
Mstep: Class 21 contains 100736 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 147579 members 
Mstep: Class 24 contains 27824 members 
Mstep: Class 25 contains 9312 members 
Mstep: Class 26 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206480.000000 Penalty: 89308.210938
Iteration 66Q: 27 clusters Score -1.242065e+08 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 15199 members 
Mstep: Class 3 contains 4845 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 41876 members 
Mstep: Class 7 contains 110642 members 
Mstep: Class 8 contains 15834 members 
Mstep: Class 9 contains 8268 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 30277 members 
Mstep: Class 13 contains 159556 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 48137 members 
Mstep: Class 16 contains 12563 members 
Mstep: Class 17 contains 57329 members 
Mstep: Class 18 contains 166774 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20173 members 
Mstep: Class 21 contains 98554 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 147714 members 
Mstep: Class 24 contains 27815 members 
Mstep: Class 25 contains 9483 members 
Mstep: Class 26 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124206928.000000 Penalty: 89308.210938
Iteration 67Q: 27 clusters Score -1.242069e+08 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 41969 members 
Mstep: Class 7 contains 111612 members 
Mstep: Class 8 contains 15965 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 10065 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 30287 members 
Mstep: Class 13 contains 161670 members 
Mstep: Class 14 contains 10079 members 
Mstep: Class 15 contains 47609 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 57320 members 
Mstep: Class 18 contains 165416 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20171 members 
Mstep: Class 21 contains 96439 members 
Mstep: Class 22 contains 5919 members 
Mstep: Class 23 contains 147942 members 
Mstep: Class 24 contains 27808 members 
Mstep: Class 25 contains 9677 members 
Mstep: Class 26 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124207504.000000 Penalty: 89308.210938
Iteration 68Q: 27 clusters Score -1.242075e+08 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 15700 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 6949 members 
Mstep: Class 6 contains 42054 members 
Mstep: Class 7 contains 112545 members 
Mstep: Class 8 contains 16087 members 
Mstep: Class 9 contains 8380 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 30290 members 
Mstep: Class 13 contains 163574 members 
Mstep: Class 14 contains 10078 members 
Mstep: Class 15 contains 47112 members 
Mstep: Class 16 contains 12602 members 
Mstep: Class 17 contains 57311 members 
Mstep: Class 18 contains 164076 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20169 members 
Mstep: Class 21 contains 94417 members 
Mstep: Class 22 contains 5927 members 
Mstep: Class 23 contains 148305 members 
Mstep: Class 24 contains 27790 members 
Mstep: Class 25 contains 9837 members 
Mstep: Class 26 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124208008.000000 Penalty: 89308.210938
Iteration 69Q: 27 clusters Score -1.24208e+08 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 15916 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 42178 members 
Mstep: Class 7 contains 113465 members 
Mstep: Class 8 contains 16217 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 9969 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 30298 members 
Mstep: Class 13 contains 165226 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 46604 members 
Mstep: Class 16 contains 12625 members 
Mstep: Class 17 contains 57305 members 
Mstep: Class 18 contains 162791 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20162 members 
Mstep: Class 21 contains 92523 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 148772 members 
Mstep: Class 24 contains 27779 members 
Mstep: Class 25 contains 9983 members 
Mstep: Class 26 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124208896.000000 Penalty: 89308.210938
Iteration 70Q: 27 clusters Score -1.242089e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 16084 members 
Mstep: Class 3 contains 4858 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 6946 members 
Mstep: Class 6 contains 42293 members 
Mstep: Class 7 contains 114341 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 8508 members 
Mstep: Class 10 contains 9919 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 30298 members 
Mstep: Class 13 contains 166972 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 46115 members 
Mstep: Class 16 contains 12643 members 
Mstep: Class 17 contains 57300 members 
Mstep: Class 18 contains 161303 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20160 members 
Mstep: Class 21 contains 90788 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 149297 members 
Mstep: Class 24 contains 27787 members 
Mstep: Class 25 contains 10122 members 
Mstep: Class 26 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209344.000000 Penalty: 89308.210938
Iteration 71Q: 27 clusters Score -1.242093e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 16242 members 
Mstep: Class 3 contains 4861 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 42423 members 
Mstep: Class 7 contains 115221 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 8594 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 30299 members 
Mstep: Class 13 contains 168671 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 45615 members 
Mstep: Class 16 contains 12667 members 
Mstep: Class 17 contains 57292 members 
Mstep: Class 18 contains 159787 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20157 members 
Mstep: Class 21 contains 89123 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 149843 members 
Mstep: Class 24 contains 27798 members 
Mstep: Class 25 contains 10240 members 
Mstep: Class 26 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209856.000000 Penalty: 89308.210938
Iteration 72Q: 27 clusters Score -1.242099e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 16414 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 6937 members 
Mstep: Class 6 contains 42527 members 
Mstep: Class 7 contains 116045 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 8659 members 
Mstep: Class 10 contains 9879 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 30300 members 
Mstep: Class 13 contains 170162 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 45159 members 
Mstep: Class 16 contains 12691 members 
Mstep: Class 17 contains 57284 members 
Mstep: Class 18 contains 158198 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20153 members 
Mstep: Class 21 contains 87663 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 150486 members 
Mstep: Class 24 contains 27793 members 
Mstep: Class 25 contains 10354 members 
Mstep: Class 26 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209832.000000 Penalty: 89308.210938
Iteration 73Q: 27 clusters Score -1.242098e+08 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 16572 members 
Mstep: Class 3 contains 4870 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 6932 members 
Mstep: Class 6 contains 42629 members 
Mstep: Class 7 contains 116878 members 
Mstep: Class 8 contains 16543 members 
Mstep: Class 9 contains 8729 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 30298 members 
Mstep: Class 13 contains 171554 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 44736 members 
Mstep: Class 16 contains 12714 members 
Mstep: Class 17 contains 57277 members 
Mstep: Class 18 contains 156514 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20142 members 
Mstep: Class 21 contains 86299 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 151213 members 
Mstep: Class 24 contains 27797 members 
Mstep: Class 25 contains 10437 members 
Mstep: Class 26 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209928.000000 Penalty: 89308.210938
Iteration 74Q: 27 clusters Score -1.242099e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 16724 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 42756 members 
Mstep: Class 7 contains 117640 members 
Mstep: Class 8 contains 16626 members 
Mstep: Class 9 contains 8790 members 
Mstep: Class 10 contains 9879 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 30298 members 
Mstep: Class 13 contains 172853 members 
Mstep: Class 14 contains 10063 members 
Mstep: Class 15 contains 44336 members 
Mstep: Class 16 contains 12734 members 
Mstep: Class 17 contains 57274 members 
Mstep: Class 18 contains 154840 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 20137 members 
Mstep: Class 21 contains 85012 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 151952 members 
Mstep: Class 24 contains 27811 members 
Mstep: Class 25 contains 10511 members 
Mstep: Class 26 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209608.000000 Penalty: 89308.210938
Iteration 75Q: 27 clusters Score -1.242096e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 16852 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 42876 members 
Mstep: Class 7 contains 118348 members 
Mstep: Class 8 contains 16698 members 
Mstep: Class 9 contains 8844 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 30302 members 
Mstep: Class 13 contains 174132 members 
Mstep: Class 14 contains 10063 members 
Mstep: Class 15 contains 43991 members 
Mstep: Class 16 contains 12755 members 
Mstep: Class 17 contains 57271 members 
Mstep: Class 18 contains 153143 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 21 contains 83813 members 
Mstep: Class 22 contains 5919 members 
Mstep: Class 23 contains 152734 members 
Mstep: Class 24 contains 27825 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209048.000000 Penalty: 89308.210938
Iteration 76Q: 27 clusters Score -1.24209e+08 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 42973 members 
Mstep: Class 7 contains 119032 members 
Mstep: Class 8 contains 16790 members 
Mstep: Class 9 contains 8927 members 
Mstep: Class 10 contains 9842 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 30302 members 
Mstep: Class 13 contains 175230 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 43631 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 57267 members 
Mstep: Class 18 contains 151580 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 20140 members 
Mstep: Class 21 contains 82648 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 153518 members 
Mstep: Class 24 contains 27840 members 
Mstep: Class 25 contains 10625 members 
Mstep: Class 26 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209488.000000 Penalty: 89308.210938
Iteration 77Q: 27 clusters Score -1.242095e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 17133 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5084 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 43098 members 
Mstep: Class 7 contains 119716 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 9827 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 30302 members 
Mstep: Class 13 contains 176207 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 43266 members 
Mstep: Class 16 contains 12793 members 
Mstep: Class 17 contains 57266 members 
Mstep: Class 18 contains 150172 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 20146 members 
Mstep: Class 21 contains 81438 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 154324 members 
Mstep: Class 24 contains 27838 members 
Mstep: Class 25 contains 10676 members 
Mstep: Class 26 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209272.000000 Penalty: 89308.210938
Iteration 78Q: 27 clusters Score -1.242093e+08 nChanged 4628
Entering ConstructFrom: 
Score: -124209272.000000 Penalty: 89308.210938
Entering ConstructFrom: 
Trying to split cluster 1 (17045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Entering Unmasked Estep 
Score: -2037991.875000 Penalty: 2416.415771
	Iteration 0F: 2 clusters Score -2037992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2025694.250000 Penalty: 4832.831543
	Iteration 0F: 3 clusters Score -2025694 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2029742.125000 Penalty: 4832.831543
	Iteration 1F: 3 clusters Score -2029742 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2030107.750000 Penalty: 4832.831543
	Iteration 2F: 3 clusters Score -2030108 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2030363.250000 Penalty: 4832.831543
	Iteration 3Q: 3 clusters Score -2030363 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2030579.625000 Penalty: 4832.831543
	Iteration 4Q: 3 clusters Score -2030580 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2030800.875000 Penalty: 4832.831543
	Iteration 5Q: 3 clusters Score -2030801 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2031045.000000 Penalty: 4832.831543
	Iteration 6Q: 3 clusters Score -2031045 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2031318.750000 Penalty: 4832.831543
	Iteration 7Q: 3 clusters Score -2031319 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2031627.000000 Penalty: 4832.831543
	Iteration 8Q: 3 clusters Score -2031627 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2031957.125000 Penalty: 4832.831543
	Iteration 9Q: 3 clusters Score -2031957 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2032350.875000 Penalty: 4832.831543
	Iteration 10Q: 3 clusters Score -2032351 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2032744.500000 Penalty: 4832.831543
	Iteration 11Q: 3 clusters Score -2032744 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2033100.625000 Penalty: 4832.831543
	Iteration 12Q: 3 clusters Score -2033101 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2033420.250000 Penalty: 4832.831543
	Iteration 13Q: 3 clusters Score -2033420 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2033674.625000 Penalty: 4832.831543
	Iteration 14Q: 3 clusters Score -2033675 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2033903.875000 Penalty: 4832.831543
	Iteration 15Q: 3 clusters Score -2033904 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2034115.625000 Penalty: 4832.831543
	Iteration 16Q: 3 clusters Score -2034116 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2034292.000000 Penalty: 4832.831543
	Iteration 17Q: 3 clusters Score -2034292 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2034477.375000 Penalty: 4832.831543
	Iteration 18Q: 3 clusters Score -2034477 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2034657.625000 Penalty: 4832.831543
	Iteration 19Q: 3 clusters Score -2034658 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2034879.375000 Penalty: 4832.831543
	Iteration 20F: 3 clusters Score -2034879 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2035090.125000 Penalty: 4832.831543
	Iteration 21Q: 3 clusters Score -2035090 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2035295.500000 Penalty: 4832.831543
	Iteration 22Q: 3 clusters Score -2035296 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2035469.625000 Penalty: 4832.831543
	Iteration 23Q: 3 clusters Score -2035470 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2035627.000000 Penalty: 4832.831543
	Iteration 24Q: 3 clusters Score -2035627 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2035749.500000 Penalty: 4832.831543
	Iteration 25Q: 3 clusters Score -2035750 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2035864.750000 Penalty: 4832.831543
	Iteration 26Q: 3 clusters Score -2035865 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2035949.875000 Penalty: 4832.831543
	Iteration 27Q: 3 clusters Score -2035950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2036016.375000 Penalty: 4832.831543
	Iteration 28Q: 3 clusters Score -2036016 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2036092.750000 Penalty: 4832.831543
	Iteration 29Q: 3 clusters Score -2036093 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2036161.625000 Penalty: 4832.831543
	Iteration 30Q: 3 clusters Score -2036162 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2036219.125000 Penalty: 4832.831543
	Iteration 31Q: 3 clusters Score -2036219 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2036250.500000 Penalty: 4832.831543
	Iteration 32Q: 3 clusters Score -2036250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2036291.375000 Penalty: 4832.831543
	Iteration 33Q: 3 clusters Score -2036291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2036322.375000 Penalty: 4832.831543
	Iteration 34Q: 3 clusters Score -2036322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2036349.125000 Penalty: 4832.831543
	Iteration 35Q: 3 clusters Score -2036349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2036374.375000 Penalty: 4832.831543
	Iteration 36Q: 3 clusters Score -2036374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2036394.250000 Penalty: 4832.831543
	Iteration 37Q: 3 clusters Score -2036394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2036412.000000 Penalty: 4832.831543
	Iteration 38Q: 3 clusters Score -2036412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2036415.875000 Penalty: 4832.831543
	Iteration 39Q: 3 clusters Score -2036416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2036429.000000 Penalty: 4832.831543
	Iteration 40F: 3 clusters Score -2036429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2036433.375000 Penalty: 4832.831543
	Iteration 41Q: 3 clusters Score -2036433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2036438.250000 Penalty: 4832.831543
	Iteration 42Q: 3 clusters Score -2036438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2036438.250000 Penalty: 4832.831543
	Iteration 43Q: 3 clusters Score -2036438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2036440.500000 Penalty: 4832.831543
	Iteration 44Q: 3 clusters Score -2036440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2036442.125000 Penalty: 4832.831543
	Iteration 45Q: 3 clusters Score -2036442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2036448.625000 Penalty: 4832.831543
	Iteration 46Q: 3 clusters Score -2036449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2036449.625000 Penalty: 4832.831543
	Iteration 47Q: 3 clusters Score -2036450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2036453.625000 Penalty: 4832.831543
	Iteration 48Q: 3 clusters Score -2036454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2036452.875000 Penalty: 4832.831543
	Iteration 49Q: 3 clusters Score -2036453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2036453.875000 Penalty: 4832.831543
	Iteration 50Q: 3 clusters Score -2036454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2036454.875000 Penalty: 4832.831543
	Iteration 51Q: 3 clusters Score -2036455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2036456.125000 Penalty: 4832.831543
	Iteration 52Q: 3 clusters Score -2036456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2036456.125000 Penalty: 4832.831543
	Iteration 53Q: 3 clusters Score -2036456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2036456.625000 Penalty: 4832.831543
	Iteration 54Q: 3 clusters Score -2036457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2036455.000000 Penalty: 4832.831543
	Iteration 55Q: 3 clusters Score -2036455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2036455.625000 Penalty: 4832.831543
	Iteration 56Q: 3 clusters Score -2036456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2036454.500000 Penalty: 4832.831543
	Iteration 57Q: 3 clusters Score -2036454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2036457.875000 Penalty: 4832.831543
	Iteration 58Q: 3 clusters Score -2036458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2036462.375000 Penalty: 4832.831543
	Iteration 59Q: 3 clusters Score -2036462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2036461.625000 Penalty: 4832.831543
	Iteration 60F: 3 clusters Score -2036462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2036464.750000 Penalty: 4832.831543
	Iteration 61Q: 3 clusters Score -2036465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2036463.625000 Penalty: 4832.831543
	Iteration 62Q: 3 clusters Score -2036464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2036460.500000 Penalty: 4832.831543
	Iteration 63Q: 3 clusters Score -2036460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2036461.375000 Penalty: 4832.831543
	Iteration 64Q: 3 clusters Score -2036461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2036464.625000 Penalty: 4832.831543
	Iteration 65Q: 3 clusters Score -2036465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2036465.250000 Penalty: 4832.831543
	Iteration 66Q: 3 clusters Score -2036465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2036463.750000 Penalty: 4832.831543
	Iteration 67Q: 3 clusters Score -2036464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2036463.750000 Penalty: 4832.831543
	Iteration 68F: 3 clusters Score -2036464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Entering Unmasked Estep 
Score: -2042741.875000 Penalty: 2419.524658
	Iteration 0F: 2 clusters Score -2042742 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 8662 members 
Entering Unmasked Estep 
Score: -2030561.000000 Penalty: 4839.049316
	Iteration 0F: 3 clusters Score -2030561 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2034705.125000 Penalty: 4839.049316
	Iteration 1F: 3 clusters Score -2034705 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2035266.875000 Penalty: 4839.049316
	Iteration 2F: 3 clusters Score -2035267 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2035864.375000 Penalty: 4839.049316
	Iteration 3F: 3 clusters Score -2035864 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2036467.625000 Penalty: 4839.049316
	Iteration 4F: 3 clusters Score -2036468 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2037070.750000 Penalty: 4839.049316
	Iteration 5F: 3 clusters Score -2037071 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2037652.875000 Penalty: 4839.049316
	Iteration 6F: 3 clusters Score -2037653 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2038114.125000 Penalty: 4839.049316
	Iteration 7Q: 3 clusters Score -2038114 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2038461.250000 Penalty: 4839.049316
	Iteration 8Q: 3 clusters Score -2038461 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2038708.625000 Penalty: 4839.049316
	Iteration 9Q: 3 clusters Score -2038709 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2038900.750000 Penalty: 4839.049316
	Iteration 10Q: 3 clusters Score -2038901 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2039028.000000 Penalty: 4839.049316
	Iteration 11Q: 3 clusters Score -2039028 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2039116.625000 Penalty: 4839.049316
	Iteration 12Q: 3 clusters Score -2039117 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2039184.125000 Penalty: 4839.049316
	Iteration 13Q: 3 clusters Score -2039184 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2039237.125000 Penalty: 4839.049316
	Iteration 14Q: 3 clusters Score -2039237 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2039270.625000 Penalty: 4839.049316
	Iteration 15Q: 3 clusters Score -2039271 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2039318.625000 Penalty: 4839.049316
	Iteration 16Q: 3 clusters Score -2039319 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2039352.000000 Penalty: 4839.049316
	Iteration 17Q: 3 clusters Score -2039352 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2039398.375000 Penalty: 4839.049316
	Iteration 18Q: 3 clusters Score -2039398 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2039425.750000 Penalty: 4839.049316
	Iteration 19Q: 3 clusters Score -2039426 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2039464.750000 Penalty: 4839.049316
	Iteration 20F: 3 clusters Score -2039465 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2039500.750000 Penalty: 4839.049316
	Iteration 21Q: 3 clusters Score -2039501 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2039545.125000 Penalty: 4839.049316
	Iteration 22Q: 3 clusters Score -2039545 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2039583.875000 Penalty: 4839.049316
	Iteration 23Q: 3 clusters Score -2039584 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2039632.500000 Penalty: 4839.049316
	Iteration 24Q: 3 clusters Score -2039632 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2039677.000000 Penalty: 4839.049316
	Iteration 25Q: 3 clusters Score -2039677 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2039713.000000 Penalty: 4839.049316
	Iteration 26Q: 3 clusters Score -2039713 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2039753.500000 Penalty: 4839.049316
	Iteration 27Q: 3 clusters Score -2039754 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2039785.625000 Penalty: 4839.049316
	Iteration 28Q: 3 clusters Score -2039786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2039833.750000 Penalty: 4839.049316
	Iteration 29Q: 3 clusters Score -2039834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2039881.500000 Penalty: 4839.049316
	Iteration 30Q: 3 clusters Score -2039882 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2039914.625000 Penalty: 4839.049316
	Iteration 31Q: 3 clusters Score -2039915 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2039945.250000 Penalty: 4839.049316
	Iteration 32Q: 3 clusters Score -2039945 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2039977.250000 Penalty: 4839.049316
	Iteration 33Q: 3 clusters Score -2039977 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2040011.125000 Penalty: 4839.049316
	Iteration 34Q: 3 clusters Score -2040011 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2040040.250000 Penalty: 4839.049316
	Iteration 35Q: 3 clusters Score -2040040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2040068.625000 Penalty: 4839.049316
	Iteration 36Q: 3 clusters Score -2040069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2040110.500000 Penalty: 4839.049316
	Iteration 37Q: 3 clusters Score -2040110 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2040150.875000 Penalty: 4839.049316
	Iteration 38Q: 3 clusters Score -2040151 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2040194.000000 Penalty: 4839.049316
	Iteration 39Q: 3 clusters Score -2040194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2040231.125000 Penalty: 4839.049316
	Iteration 40F: 3 clusters Score -2040231 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2040269.750000 Penalty: 4839.049316
	Iteration 41Q: 3 clusters Score -2040270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2040305.625000 Penalty: 4839.049316
	Iteration 42Q: 3 clusters Score -2040306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2040350.125000 Penalty: 4839.049316
	Iteration 43Q: 3 clusters Score -2040350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2040385.625000 Penalty: 4839.049316
	Iteration 44Q: 3 clusters Score -2040386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2040420.125000 Penalty: 4839.049316
	Iteration 45Q: 3 clusters Score -2040420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2040454.375000 Penalty: 4839.049316
	Iteration 46Q: 3 clusters Score -2040454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2040483.625000 Penalty: 4839.049316
	Iteration 47Q: 3 clusters Score -2040484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2040505.500000 Penalty: 4839.049316
	Iteration 48Q: 3 clusters Score -2040506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2040536.500000 Penalty: 4839.049316
	Iteration 49Q: 3 clusters Score -2040536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2040556.125000 Penalty: 4839.049316
	Iteration 50Q: 3 clusters Score -2040556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2040587.625000 Penalty: 4839.049316
	Iteration 51Q: 3 clusters Score -2040588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2040606.625000 Penalty: 4839.049316
	Iteration 52Q: 3 clusters Score -2040607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2040619.750000 Penalty: 4839.049316
	Iteration 53Q: 3 clusters Score -2040620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2040630.750000 Penalty: 4839.049316
	Iteration 54Q: 3 clusters Score -2040631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2040638.500000 Penalty: 4839.049316
	Iteration 55Q: 3 clusters Score -2040638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2040655.125000 Penalty: 4839.049316
	Iteration 56Q: 3 clusters Score -2040655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2040672.500000 Penalty: 4839.049316
	Iteration 57Q: 3 clusters Score -2040672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2040691.000000 Penalty: 4839.049316
	Iteration 58Q: 3 clusters Score -2040691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2040705.875000 Penalty: 4839.049316
	Iteration 59Q: 3 clusters Score -2040706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2040712.500000 Penalty: 4839.049316
	Iteration 60F: 3 clusters Score -2040712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2040723.125000 Penalty: 4839.049316
	Iteration 61Q: 3 clusters Score -2040723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2040728.250000 Penalty: 4839.049316
	Iteration 62Q: 3 clusters Score -2040728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2040729.250000 Penalty: 4839.049316
	Iteration 63Q: 3 clusters Score -2040729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2040732.500000 Penalty: 4839.049316
	Iteration 64Q: 3 clusters Score -2040732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2040735.375000 Penalty: 4839.049316
	Iteration 65Q: 3 clusters Score -2040735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2040741.000000 Penalty: 4839.049316
	Iteration 66Q: 3 clusters Score -2040741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2040743.125000 Penalty: 4839.049316
	Iteration 67Q: 3 clusters Score -2040743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2040744.625000 Penalty: 4839.049316
	Iteration 68Q: 3 clusters Score -2040745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2040745.875000 Penalty: 4839.049316
	Iteration 69Q: 3 clusters Score -2040746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2040749.125000 Penalty: 4839.049316
	Iteration 70Q: 3 clusters Score -2040749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2040743.750000 Penalty: 4839.049316
	Iteration 71Q: 3 clusters Score -2040744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2040746.375000 Penalty: 4839.049316
	Iteration 72Q: 3 clusters Score -2040746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2040747.250000 Penalty: 4839.049316
	Iteration 73Q: 3 clusters Score -2040747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2040745.875000 Penalty: 4839.049316
	Iteration 74Q: 3 clusters Score -2040746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2040745.875000 Penalty: 4839.049316
	Iteration 75F: 3 clusters Score -2040746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -578554.062500 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -578554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -574126.812500 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -574126.8 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -575179.125000 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -575179.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -575370.937500 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -575370.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -575482.437500 Penalty: 4215.518555
	Iteration 3Q: 3 clusters Score -575482.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -575574.687500 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -575574.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -575664.062500 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -575664.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -575751.125000 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -575751.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -575827.000000 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -575827 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -575901.250000 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -575901.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -575970.187500 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -575970.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -576031.062500 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -576031.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -576104.375000 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -576104.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -576171.562500 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -576171.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -576248.937500 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -576248.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -576336.750000 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -576336.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -576431.500000 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -576431.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -576505.812500 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -576505.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -576571.437500 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -576571.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -576638.437500 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -576638.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -576723.625000 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -576723.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -576797.375000 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -576797.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -576847.937500 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -576847.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -576887.937500 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -576887.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -576915.875000 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -576915.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -576936.062500 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -576936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -576949.062500 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -576949.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -576960.687500 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -576960.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -576969.250000 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -576969.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -576980.000000 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -576980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -576990.375000 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -576990.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -576998.562500 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -576998.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -577006.750000 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -577006.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -577015.187500 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -577015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -577019.875000 Penalty: 4215.518555
	Iteration 33Q: 3 clusters Score -577019.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -577024.625000 Penalty: 4215.518555
	Iteration 34Q: 3 clusters Score -577024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -577029.125000 Penalty: 4215.518555
	Iteration 35Q: 3 clusters Score -577029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -577034.375000 Penalty: 4215.518555
	Iteration 36Q: 3 clusters Score -577034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -577036.125000 Penalty: 4215.518555
	Iteration 37Q: 3 clusters Score -577036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -577037.562500 Penalty: 4215.518555
	Iteration 38Q: 3 clusters Score -577037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -577038.625000 Penalty: 4215.518555
	Iteration 39Q: 3 clusters Score -577038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -577038.687500 Penalty: 4215.518555
	Iteration 40F: 3 clusters Score -577038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -577040.250000 Penalty: 4215.518555
	Iteration 41Q: 3 clusters Score -577040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -577039.812500 Penalty: 4215.518555
	Iteration 42Q: 3 clusters Score -577039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -577039.812500 Penalty: 4215.518555
	Iteration 43F: 3 clusters Score -577039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Entering Unmasked Estep 
Score: -616354.750000 Penalty: 2116.639404
	Iteration 0F: 2 clusters Score -616354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -611818.250000 Penalty: 4233.278809
	Iteration 0F: 3 clusters Score -611818.2 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -612929.750000 Penalty: 4233.278809
	Iteration 1F: 3 clusters Score -612929.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -613179.437500 Penalty: 4233.278809
	Iteration 2F: 3 clusters Score -613179.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -613346.625000 Penalty: 4233.278809
	Iteration 3F: 3 clusters Score -613346.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -613479.312500 Penalty: 4233.278809
	Iteration 4Q: 3 clusters Score -613479.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -613582.312500 Penalty: 4233.278809
	Iteration 5Q: 3 clusters Score -613582.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -613686.937500 Penalty: 4233.278809
	Iteration 6Q: 3 clusters Score -613686.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -613777.625000 Penalty: 4233.278809
	Iteration 7Q: 3 clusters Score -613777.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -613859.312500 Penalty: 4233.278809
	Iteration 8Q: 3 clusters Score -613859.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -613932.000000 Penalty: 4233.278809
	Iteration 9Q: 3 clusters Score -613932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -614002.625000 Penalty: 4233.278809
	Iteration 10Q: 3 clusters Score -614002.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -614057.062500 Penalty: 4233.278809
	Iteration 11Q: 3 clusters Score -614057.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -614103.687500 Penalty: 4233.278809
	Iteration 12Q: 3 clusters Score -614103.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -614143.312500 Penalty: 4233.278809
	Iteration 13Q: 3 clusters Score -614143.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -614168.437500 Penalty: 4233.278809
	Iteration 14Q: 3 clusters Score -614168.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -614197.312500 Penalty: 4233.278809
	Iteration 15Q: 3 clusters Score -614197.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -614221.437500 Penalty: 4233.278809
	Iteration 16Q: 3 clusters Score -614221.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -614248.375000 Penalty: 4233.278809
	Iteration 17Q: 3 clusters Score -614248.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -614274.187500 Penalty: 4233.278809
	Iteration 18Q: 3 clusters Score -614274.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -614298.562500 Penalty: 4233.278809
	Iteration 19Q: 3 clusters Score -614298.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -614319.250000 Penalty: 4233.278809
	Iteration 20F: 3 clusters Score -614319.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -614338.750000 Penalty: 4233.278809
	Iteration 21Q: 3 clusters Score -614338.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -614359.687500 Penalty: 4233.278809
	Iteration 22Q: 3 clusters Score -614359.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -614375.875000 Penalty: 4233.278809
	Iteration 23Q: 3 clusters Score -614375.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -614389.687500 Penalty: 4233.278809
	Iteration 24Q: 3 clusters Score -614389.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -614402.875000 Penalty: 4233.278809
	Iteration 25Q: 3 clusters Score -614402.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -614416.625000 Penalty: 4233.278809
	Iteration 26Q: 3 clusters Score -614416.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -614430.000000 Penalty: 4233.278809
	Iteration 27Q: 3 clusters Score -614430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -614439.812500 Penalty: 4233.278809
	Iteration 28Q: 3 clusters Score -614439.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -614446.250000 Penalty: 4233.278809
	Iteration 29Q: 3 clusters Score -614446.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -614454.187500 Penalty: 4233.278809
	Iteration 30Q: 3 clusters Score -614454.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -614463.937500 Penalty: 4233.278809
	Iteration 31Q: 3 clusters Score -614463.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -614470.312500 Penalty: 4233.278809
	Iteration 32Q: 3 clusters Score -614470.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -614477.062500 Penalty: 4233.278809
	Iteration 33Q: 3 clusters Score -614477.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -614487.187500 Penalty: 4233.278809
	Iteration 34Q: 3 clusters Score -614487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -614492.687500 Penalty: 4233.278809
	Iteration 35Q: 3 clusters Score -614492.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -614498.937500 Penalty: 4233.278809
	Iteration 36Q: 3 clusters Score -614498.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -614504.687500 Penalty: 4233.278809
	Iteration 37Q: 3 clusters Score -614504.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -614508.937500 Penalty: 4233.278809
	Iteration 38Q: 3 clusters Score -614508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -614513.125000 Penalty: 4233.278809
	Iteration 39Q: 3 clusters Score -614513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -614517.062500 Penalty: 4233.278809
	Iteration 40F: 3 clusters Score -614517.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -614519.937500 Penalty: 4233.278809
	Iteration 41Q: 3 clusters Score -614519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -614523.375000 Penalty: 4233.278809
	Iteration 42Q: 3 clusters Score -614523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -614524.937500 Penalty: 4233.278809
	Iteration 43Q: 3 clusters Score -614524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -614526.375000 Penalty: 4233.278809
	Iteration 44Q: 3 clusters Score -614526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -614527.562500 Penalty: 4233.278809
	Iteration 45Q: 3 clusters Score -614527.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -614527.562500 Penalty: 4233.278809
	Iteration 46F: 3 clusters Score -614527.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -778003.812500 Penalty: 2192.104492
	Iteration 0F: 2 clusters Score -778003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -772293.375000 Penalty: 4384.208984
	Iteration 0F: 3 clusters Score -772293.4 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -773987.875000 Penalty: 4384.208984
	Iteration 1F: 3 clusters Score -773987.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -774414.125000 Penalty: 4384.208984
	Iteration 2F: 3 clusters Score -774414.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -774736.312500 Penalty: 4384.208984
	Iteration 3F: 3 clusters Score -774736.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -775008.000000 Penalty: 4384.208984
	Iteration 4F: 3 clusters Score -775008 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -775275.187500 Penalty: 4384.208984
	Iteration 5F: 3 clusters Score -775275.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -775545.750000 Penalty: 4384.208984
	Iteration 6Q: 3 clusters Score -775545.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -775792.375000 Penalty: 4384.208984
	Iteration 7F: 3 clusters Score -775792.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -775974.500000 Penalty: 4384.208984
	Iteration 8Q: 3 clusters Score -775974.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -776111.375000 Penalty: 4384.208984
	Iteration 9Q: 3 clusters Score -776111.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -776214.437500 Penalty: 4384.208984
	Iteration 10Q: 3 clusters Score -776214.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -776307.937500 Penalty: 4384.208984
	Iteration 11Q: 3 clusters Score -776307.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -776407.000000 Penalty: 4384.208984
	Iteration 12Q: 3 clusters Score -776407 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -776526.937500 Penalty: 4384.208984
	Iteration 13Q: 3 clusters Score -776526.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -776624.937500 Penalty: 4384.208984
	Iteration 14Q: 3 clusters Score -776624.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -776711.750000 Penalty: 4384.208984
	Iteration 15Q: 3 clusters Score -776711.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -776787.937500 Penalty: 4384.208984
	Iteration 16Q: 3 clusters Score -776787.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -776848.500000 Penalty: 4384.208984
	Iteration 17Q: 3 clusters Score -776848.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -776925.750000 Penalty: 4384.208984
	Iteration 18Q: 3 clusters Score -776925.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -777014.000000 Penalty: 4384.208984
	Iteration 19Q: 3 clusters Score -777014 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -777088.937500 Penalty: 4384.208984
	Iteration 20F: 3 clusters Score -777088.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -777144.437500 Penalty: 4384.208984
	Iteration 21Q: 3 clusters Score -777144.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -777192.250000 Penalty: 4384.208984
	Iteration 22Q: 3 clusters Score -777192.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -777239.062500 Penalty: 4384.208984
	Iteration 23Q: 3 clusters Score -777239.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -777269.187500 Penalty: 4384.208984
	Iteration 24Q: 3 clusters Score -777269.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -777286.562500 Penalty: 4384.208984
	Iteration 25Q: 3 clusters Score -777286.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -777302.437500 Penalty: 4384.208984
	Iteration 26Q: 3 clusters Score -777302.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -777310.375000 Penalty: 4384.208984
	Iteration 27Q: 3 clusters Score -777310.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -777318.500000 Penalty: 4384.208984
	Iteration 28Q: 3 clusters Score -777318.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -777325.187500 Penalty: 4384.208984
	Iteration 29Q: 3 clusters Score -777325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -777330.625000 Penalty: 4384.208984
	Iteration 30Q: 3 clusters Score -777330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -777329.687500 Penalty: 4384.208984
	Iteration 31Q: 3 clusters Score -777329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -777332.437500 Penalty: 4384.208984
	Iteration 32Q: 3 clusters Score -777332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -777333.500000 Penalty: 4384.208984
	Iteration 33Q: 3 clusters Score -777333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -777334.000000 Penalty: 4384.208984
	Iteration 34Q: 3 clusters Score -777334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -777333.875000 Penalty: 4384.208984
	Iteration 35Q: 3 clusters Score -777333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -777333.875000 Penalty: 4384.208984
	Iteration 36F: 3 clusters Score -777333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Entering Unmasked Estep 
Score: -5116612.500000 Penalty: 2647.160645
	Iteration 0F: 2 clusters Score -5116612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5087298.500000 Penalty: 5294.321289
	Iteration 0F: 3 clusters Score -5087298 nChanged 19869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -5098398.000000 Penalty: 5294.321289
	Iteration 1F: 3 clusters Score -5098398 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -5099294.000000 Penalty: 5294.321289
	Iteration 2Q: 3 clusters Score -5099294 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -5100415.000000 Penalty: 5294.321289
	Iteration 3Q: 3 clusters Score -5100415 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5101909.000000 Penalty: 5294.321289
	Iteration 4F: 3 clusters Score -5101909 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -5103567.000000 Penalty: 5294.321289
	Iteration 5F: 3 clusters Score -5103567 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5105275.500000 Penalty: 5294.321289
	Iteration 6F: 3 clusters Score -5105276 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -5106957.500000 Penalty: 5294.321289
	Iteration 7F: 3 clusters Score -5106958 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -5108495.500000 Penalty: 5294.321289
	Iteration 8Q: 3 clusters Score -5108496 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -5109737.500000 Penalty: 5294.321289
	Iteration 9Q: 3 clusters Score -5109738 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5110625.000000 Penalty: 5294.321289
	Iteration 10Q: 3 clusters Score -5110625 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5111308.000000 Penalty: 5294.321289
	Iteration 11Q: 3 clusters Score -5111308 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5111828.500000 Penalty: 5294.321289
	Iteration 12Q: 3 clusters Score -5111828 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5112294.500000 Penalty: 5294.321289
	Iteration 13Q: 3 clusters Score -5112294 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5112679.500000 Penalty: 5294.321289
	Iteration 14Q: 3 clusters Score -5112680 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5112981.000000 Penalty: 5294.321289
	Iteration 15Q: 3 clusters Score -5112981 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5113215.500000 Penalty: 5294.321289
	Iteration 16Q: 3 clusters Score -5113216 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5113420.000000 Penalty: 5294.321289
	Iteration 17Q: 3 clusters Score -5113420 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5113612.500000 Penalty: 5294.321289
	Iteration 18Q: 3 clusters Score -5113612 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5113739.500000 Penalty: 5294.321289
	Iteration 19Q: 3 clusters Score -5113740 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5113878.500000 Penalty: 5294.321289
	Iteration 20F: 3 clusters Score -5113878 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5114003.500000 Penalty: 5294.321289
	Iteration 21Q: 3 clusters Score -5114004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5114093.500000 Penalty: 5294.321289
	Iteration 22Q: 3 clusters Score -5114094 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5114157.000000 Penalty: 5294.321289
	Iteration 23Q: 3 clusters Score -5114157 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5114198.500000 Penalty: 5294.321289
	Iteration 24Q: 3 clusters Score -5114198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5114233.500000 Penalty: 5294.321289
	Iteration 25Q: 3 clusters Score -5114234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5114246.000000 Penalty: 5294.321289
	Iteration 26Q: 3 clusters Score -5114246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5114255.500000 Penalty: 5294.321289
	Iteration 27Q: 3 clusters Score -5114256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5114265.500000 Penalty: 5294.321289
	Iteration 28Q: 3 clusters Score -5114266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5114286.000000 Penalty: 5294.321289
	Iteration 29Q: 3 clusters Score -5114286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5114298.000000 Penalty: 5294.321289
	Iteration 30Q: 3 clusters Score -5114298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5114306.500000 Penalty: 5294.321289
	Iteration 31Q: 3 clusters Score -5114306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5114313.500000 Penalty: 5294.321289
	Iteration 32Q: 3 clusters Score -5114314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5114316.500000 Penalty: 5294.321289
	Iteration 33Q: 3 clusters Score -5114316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5114321.000000 Penalty: 5294.321289
	Iteration 34Q: 3 clusters Score -5114321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5114321.500000 Penalty: 5294.321289
	Iteration 35Q: 3 clusters Score -5114322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5114332.000000 Penalty: 5294.321289
	Iteration 36Q: 3 clusters Score -5114332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5114331.500000 Penalty: 5294.321289
	Iteration 37Q: 3 clusters Score -5114332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5114333.500000 Penalty: 5294.321289
	Iteration 38Q: 3 clusters Score -5114334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5114340.500000 Penalty: 5294.321289
	Iteration 39Q: 3 clusters Score -5114340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5114345.000000 Penalty: 5294.321289
	Iteration 40F: 3 clusters Score -5114345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5114353.000000 Penalty: 5294.321289
	Iteration 41Q: 3 clusters Score -5114353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5114354.500000 Penalty: 5294.321289
	Iteration 42Q: 3 clusters Score -5114354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5114360.000000 Penalty: 5294.321289
	Iteration 43Q: 3 clusters Score -5114360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5114360.000000 Penalty: 5294.321289
	Iteration 44Q: 3 clusters Score -5114360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5114358.500000 Penalty: 5294.321289
	Iteration 45Q: 3 clusters Score -5114358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5114361.000000 Penalty: 5294.321289
	Iteration 46Q: 3 clusters Score -5114361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5114363.000000 Penalty: 5294.321289
	Iteration 47Q: 3 clusters Score -5114363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5114364.000000 Penalty: 5294.321289
	Iteration 48Q: 3 clusters Score -5114364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5114364.000000 Penalty: 5294.321289
	Iteration 49Q: 3 clusters Score -5114364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5114366.500000 Penalty: 5294.321289
	Iteration 50Q: 3 clusters Score -5114366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5114374.000000 Penalty: 5294.321289
	Iteration 51Q: 3 clusters Score -5114374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5114386.000000 Penalty: 5294.321289
	Iteration 52Q: 3 clusters Score -5114386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5114383.000000 Penalty: 5294.321289
	Iteration 53Q: 3 clusters Score -5114383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5114382.000000 Penalty: 5294.321289
	Iteration 54Q: 3 clusters Score -5114382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5114385.000000 Penalty: 5294.321289
	Iteration 55Q: 3 clusters Score -5114385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5114387.000000 Penalty: 5294.321289
	Iteration 56Q: 3 clusters Score -5114387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5114383.500000 Penalty: 5294.321289
	Iteration 57Q: 3 clusters Score -5114384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5114377.000000 Penalty: 5294.321289
	Iteration 58Q: 3 clusters Score -5114377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5114386.500000 Penalty: 5294.321289
	Iteration 59Q: 3 clusters Score -5114386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5114390.000000 Penalty: 5294.321289
	Iteration 60F: 3 clusters Score -5114390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5114390.000000 Penalty: 5294.321289
	Iteration 61Q: 3 clusters Score -5114390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5114390.000000 Penalty: 5294.321289
	Iteration 62F: 3 clusters Score -5114390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Entering Unmasked Estep 
Score: -14719527.000000 Penalty: 2901.160156
	Iteration 0F: 2 clusters Score -1.471953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -14639583.000000 Penalty: 5802.320312
	Iteration 0F: 3 clusters Score -1.463958e+07 nChanged 56899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -14672237.000000 Penalty: 5802.320312
	Iteration 1F: 3 clusters Score -1.467224e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -14673298.000000 Penalty: 5802.320312
	Iteration 2Q: 3 clusters Score -1.46733e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -14674479.000000 Penalty: 5802.320312
	Iteration 3Q: 3 clusters Score -1.467448e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -14676246.000000 Penalty: 5802.320312
	Iteration 4Q: 3 clusters Score -1.467625e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -14678826.000000 Penalty: 5802.320312
	Iteration 5Q: 3 clusters Score -1.467883e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -14682885.000000 Penalty: 5802.320312
	Iteration 6F: 3 clusters Score -1.468288e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -14688971.000000 Penalty: 5802.320312
	Iteration 7F: 3 clusters Score -1.468897e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -14696708.000000 Penalty: 5802.320312
	Iteration 8F: 3 clusters Score -1.469671e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -14704271.000000 Penalty: 5802.320312
	Iteration 9F: 3 clusters Score -1.470427e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 111488 members 
Entering Unmasked Estep 
Score: -14710253.000000 Penalty: 5802.320312
	Iteration 10F: 3 clusters Score -1.471025e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -14713922.000000 Penalty: 5802.320312
	Iteration 11Q: 3 clusters Score -1.471392e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -14715681.000000 Penalty: 5802.320312
	Iteration 12Q: 3 clusters Score -1.471568e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 118964 members 
Entering Unmasked Estep 
Score: -14716374.000000 Penalty: 5802.320312
	Iteration 13Q: 3 clusters Score -1.471637e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 119378 members 
Entering Unmasked Estep 
Score: -14716716.000000 Penalty: 5802.320312
	Iteration 14Q: 3 clusters Score -1.471672e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -14716922.000000 Penalty: 5802.320312
	Iteration 15Q: 3 clusters Score -1.471692e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -14717047.000000 Penalty: 5802.320312
	Iteration 16Q: 3 clusters Score -1.471705e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 119680 members 
Entering Unmasked Estep 
Score: -14717135.000000 Penalty: 5802.320312
	Iteration 17Q: 3 clusters Score -1.471714e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -14717207.000000 Penalty: 5802.320312
	Iteration 18Q: 3 clusters Score -1.471721e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -14717255.000000 Penalty: 5802.320312
	Iteration 19Q: 3 clusters Score -1.471726e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 119743 members 
Entering Unmasked Estep 
Score: -14717307.000000 Penalty: 5802.320312
	Iteration 20F: 3 clusters Score -1.471731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 119746 members 
Entering Unmasked Estep 
Score: -14717324.000000 Penalty: 5802.320312
	Iteration 21Q: 3 clusters Score -1.471732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -14717344.000000 Penalty: 5802.320312
	Iteration 22Q: 3 clusters Score -1.471734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -14717353.000000 Penalty: 5802.320312
	Iteration 23Q: 3 clusters Score -1.471735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -14717368.000000 Penalty: 5802.320312
	Iteration 24Q: 3 clusters Score -1.471737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -14717390.000000 Penalty: 5802.320312
	Iteration 25Q: 3 clusters Score -1.471739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -14717394.000000 Penalty: 5802.320312
	Iteration 26Q: 3 clusters Score -1.471739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -14717389.000000 Penalty: 5802.320312
	Iteration 27Q: 3 clusters Score -1.471739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -14717397.000000 Penalty: 5802.320312
	Iteration 28Q: 3 clusters Score -1.47174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -14717395.000000 Penalty: 5802.320312
	Iteration 29Q: 3 clusters Score -1.47174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -14717404.000000 Penalty: 5802.320312
	Iteration 30Q: 3 clusters Score -1.47174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -14717401.000000 Penalty: 5802.320312
	Iteration 31Q: 3 clusters Score -1.47174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -14717410.000000 Penalty: 5802.320312
	Iteration 32Q: 3 clusters Score -1.471741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -14717415.000000 Penalty: 5802.320312
	Iteration 33Q: 3 clusters Score -1.471742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -14717411.000000 Penalty: 5802.320312
	Iteration 34Q: 3 clusters Score -1.471741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -14717416.000000 Penalty: 5802.320312
	Iteration 35Q: 3 clusters Score -1.471742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -14717420.000000 Penalty: 5802.320312
	Iteration 36Q: 3 clusters Score -1.471742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -14717426.000000 Penalty: 5802.320312
	Iteration 37Q: 3 clusters Score -1.471743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -14717426.000000 Penalty: 5802.320312
	Iteration 38Q: 3 clusters Score -1.471743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -14717433.000000 Penalty: 5802.320312
	Iteration 39Q: 3 clusters Score -1.471743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -14717430.000000 Penalty: 5802.320312
	Iteration 40F: 3 clusters Score -1.471743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -14717424.000000 Penalty: 5802.320312
	Iteration 41Q: 3 clusters Score -1.471742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -14717424.000000 Penalty: 5802.320312
	Iteration 42Q: 3 clusters Score -1.471742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -14717424.000000 Penalty: 5802.320312
	Iteration 43F: 3 clusters Score -1.471742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Entering Unmasked Estep 
Score: -2131627.500000 Penalty: 2415.409912
	Iteration 0F: 2 clusters Score -2131628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2119437.500000 Penalty: 4830.819824
	Iteration 0F: 3 clusters Score -2119438 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2123324.250000 Penalty: 4830.819824
	Iteration 1F: 3 clusters Score -2123324 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2123652.500000 Penalty: 4830.819824
	Iteration 2F: 3 clusters Score -2123652 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2123897.500000 Penalty: 4830.819824
	Iteration 3Q: 3 clusters Score -2123898 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2124082.500000 Penalty: 4830.819824
	Iteration 4Q: 3 clusters Score -2124082 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2124217.000000 Penalty: 4830.819824
	Iteration 5Q: 3 clusters Score -2124217 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2124335.750000 Penalty: 4830.819824
	Iteration 6Q: 3 clusters Score -2124336 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2124419.000000 Penalty: 4830.819824
	Iteration 7Q: 3 clusters Score -2124419 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2124510.500000 Penalty: 4830.819824
	Iteration 8Q: 3 clusters Score -2124510 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2124557.750000 Penalty: 4830.819824
	Iteration 9Q: 3 clusters Score -2124558 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2124605.250000 Penalty: 4830.819824
	Iteration 10Q: 3 clusters Score -2124605 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2124663.500000 Penalty: 4830.819824
	Iteration 11Q: 3 clusters Score -2124664 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2124711.500000 Penalty: 4830.819824
	Iteration 12Q: 3 clusters Score -2124712 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2124775.250000 Penalty: 4830.819824
	Iteration 13Q: 3 clusters Score -2124775 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2124851.250000 Penalty: 4830.819824
	Iteration 14Q: 3 clusters Score -2124851 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2124938.500000 Penalty: 4830.819824
	Iteration 15Q: 3 clusters Score -2124938 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2125044.500000 Penalty: 4830.819824
	Iteration 16Q: 3 clusters Score -2125044 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2125175.500000 Penalty: 4830.819824
	Iteration 17Q: 3 clusters Score -2125176 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2125377.750000 Penalty: 4830.819824
	Iteration 18Q: 3 clusters Score -2125378 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2125646.000000 Penalty: 4830.819824
	Iteration 19Q: 3 clusters Score -2125646 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2125971.250000 Penalty: 4830.819824
	Iteration 20F: 3 clusters Score -2125971 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2126417.500000 Penalty: 4830.819824
	Iteration 21Q: 3 clusters Score -2126418 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2126883.750000 Penalty: 4830.819824
	Iteration 22Q: 3 clusters Score -2126884 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2127296.750000 Penalty: 4830.819824
	Iteration 23Q: 3 clusters Score -2127297 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2127547.250000 Penalty: 4830.819824
	Iteration 24Q: 3 clusters Score -2127547 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2127682.750000 Penalty: 4830.819824
	Iteration 25Q: 3 clusters Score -2127683 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2127760.750000 Penalty: 4830.819824
	Iteration 26Q: 3 clusters Score -2127761 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2127795.250000 Penalty: 4830.819824
	Iteration 27Q: 3 clusters Score -2127795 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2127828.000000 Penalty: 4830.819824
	Iteration 28Q: 3 clusters Score -2127828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2127838.500000 Penalty: 4830.819824
	Iteration 29Q: 3 clusters Score -2127838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2127853.750000 Penalty: 4830.819824
	Iteration 30Q: 3 clusters Score -2127854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2127856.500000 Penalty: 4830.819824
	Iteration 31Q: 3 clusters Score -2127856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2127863.500000 Penalty: 4830.819824
	Iteration 32Q: 3 clusters Score -2127864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2127869.250000 Penalty: 4830.819824
	Iteration 33Q: 3 clusters Score -2127869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2127873.500000 Penalty: 4830.819824
	Iteration 34Q: 3 clusters Score -2127874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2127879.000000 Penalty: 4830.819824
	Iteration 35Q: 3 clusters Score -2127879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2127882.250000 Penalty: 4830.819824
	Iteration 36Q: 3 clusters Score -2127882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2127888.000000 Penalty: 4830.819824
	Iteration 37Q: 3 clusters Score -2127888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2127893.500000 Penalty: 4830.819824
	Iteration 38Q: 3 clusters Score -2127894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2127904.250000 Penalty: 4830.819824
	Iteration 39Q: 3 clusters Score -2127904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2127906.500000 Penalty: 4830.819824
	Iteration 40F: 3 clusters Score -2127906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2127914.750000 Penalty: 4830.819824
	Iteration 41Q: 3 clusters Score -2127915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2127921.250000 Penalty: 4830.819824
	Iteration 42Q: 3 clusters Score -2127921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2127934.750000 Penalty: 4830.819824
	Iteration 43Q: 3 clusters Score -2127935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2127948.000000 Penalty: 4830.819824
	Iteration 44Q: 3 clusters Score -2127948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2127956.750000 Penalty: 4830.819824
	Iteration 45Q: 3 clusters Score -2127957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2127977.000000 Penalty: 4830.819824
	Iteration 46Q: 3 clusters Score -2127977 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2127997 nChanged 77
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Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2128025 nChanged 88
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Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2128045 nChanged 94
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Mstep: Class 1 contains 8320 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2128057 nChanged 92
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Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2128112 nChanged 98
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Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2128130 nChanged 93
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Mstep: Class 1 contains 8089 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2128147 nChanged 91
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Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7974 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2128188 nChanged 73
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Mstep: Class 1 contains 7870 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7510 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7464 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7412 members 
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Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7318 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7289 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7262 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7131 members 
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Mstep: Class 1 contains 7093 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9919 members 
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	Iteration 78Q: 3 clusters Score -2128351 nChanged 42
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Mstep: Class 1 contains 7023 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6986 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6960 members 
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Mstep: Class 1 contains 6916 members 
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Mstep: Class 1 contains 6894 members 
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Mstep: Class 1 contains 6875 members 
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Mstep: Class 1 contains 6858 members 
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Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10132 members 
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Mstep: Class 1 contains 6826 members 
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Mstep: Class 1 contains 6809 members 
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Mstep: Class 1 contains 6800 members 
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Mstep: Class 1 contains 6788 members 
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Mstep: Class 1 contains 6774 members 
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Mstep: Class 1 contains 6763 members 
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Mstep: Class 1 contains 6754 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6745 members 
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	Iteration 95Q: 3 clusters Score -2128395 nChanged 7
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Mstep: Class 1 contains 6740 members 
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	Iteration 96Q: 3 clusters Score -2128390 nChanged 5
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Mstep: Class 1 contains 6735 members 
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	Iteration 97Q: 3 clusters Score -2128392 nChanged 3
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Mstep: Class 1 contains 6732 members 
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Mstep: Class 1 contains 6729 members 
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Mstep: Class 1 contains 6727 members 
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	Iteration 100F: 3 clusters Score -2128397 nChanged 2
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Mstep: Class 1 contains 6725 members 
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	Iteration 102Q: 3 clusters Score -2128394 nChanged 5
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	Iteration 103Q: 3 clusters Score -2128398 nChanged 6
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Mstep: Class 1 contains 6709 members 
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	Iteration 105Q: 3 clusters Score -2128403 nChanged 2
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	Iteration 107Q: 3 clusters Score -2128403 nChanged 3
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Mstep: Class 1 contains 6700 members 
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Mstep: Class 1 contains 6694 members 
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	Iteration 109Q: 3 clusters Score -2128401 nChanged 11
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Mstep: Class 1 contains 6683 members 
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	Iteration 110Q: 3 clusters Score -2128403 nChanged 7
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Mstep: Class 1 contains 6676 members 
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	Iteration 111Q: 3 clusters Score -2128406 nChanged 7
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	Iteration 112Q: 3 clusters Score -2128404 nChanged 6
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	Iteration 113Q: 3 clusters Score -2128402 nChanged 6
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	Iteration 114Q: 3 clusters Score -2128404 nChanged 4
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	Iteration 116Q: 3 clusters Score -2128404 nChanged 6
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	Iteration 118Q: 3 clusters Score -2128402 nChanged 6
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	Iteration 119Q: 3 clusters Score -2128402 nChanged 7
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Mstep: Class 1 contains 6634 members 
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	Iteration 120F: 3 clusters Score -2128403 nChanged 11
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	Iteration 121Q: 3 clusters Score -2128406 nChanged 13
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	Iteration 122Q: 3 clusters Score -2128404 nChanged 15
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	Iteration 125Q: 3 clusters Score -2128408 nChanged 8
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	Iteration 126Q: 3 clusters Score -2128408 nChanged 12
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	Iteration 127Q: 3 clusters Score -2128406 nChanged 12
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	Iteration 130Q: 3 clusters Score -2128414 nChanged 8
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	Iteration 131Q: 3 clusters Score -2128415 nChanged 6
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	Iteration 137Q: 3 clusters Score -2128418 nChanged 6
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	Iteration 138Q: 3 clusters Score -2128416 nChanged 5
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	Iteration 139Q: 3 clusters Score -2128415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2128419.750000 Penalty: 4830.819824
	Iteration 140F: 3 clusters Score -2128420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2128420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2128420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2128418.250000 Penalty: 4830.819824
	Iteration 143Q: 3 clusters Score -2128418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2128420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2128419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2128423.250000 Penalty: 4830.819824
	Iteration 146Q: 3 clusters Score -2128423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2128426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2128428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2128429.250000 Penalty: 4830.819824
	Iteration 149Q: 3 clusters Score -2128429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2128430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2128431.250000 Penalty: 4830.819824
	Iteration 151Q: 3 clusters Score -2128431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2128431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2128431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2128435.500000 Penalty: 4830.819824
	Iteration 154Q: 3 clusters Score -2128436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2128432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2128431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2128433.250000 Penalty: 4830.819824
	Iteration 157Q: 3 clusters Score -2128433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2128436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2128433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2128432.750000 Penalty: 4830.819824
	Iteration 160F: 3 clusters Score -2128433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2128435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2128432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2128432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2128436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2128438.250000 Penalty: 4830.819824
	Iteration 165Q: 3 clusters Score -2128438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2128439.000000 Penalty: 4830.819824
	Iteration 166Q: 3 clusters Score -2128439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2128439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2128440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2128442.000000 Penalty: 4830.819824
	Iteration 169Q: 3 clusters Score -2128442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2128451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2128450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2128455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2128457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2128451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2128457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2128462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2128461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2128468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2128468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2128478.250000 Penalty: 4830.819824
	Iteration 180F: 3 clusters Score -2128478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2128481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2128485.250000 Penalty: 4830.819824
	Iteration 182Q: 3 clusters Score -2128485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2128485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2128488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2128492.750000 Penalty: 4830.819824
	Iteration 185Q: 3 clusters Score -2128493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2128496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2128489.000000 Penalty: 4830.819824
	Iteration 187Q: 3 clusters Score -2128489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2128497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2128496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2128499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2128498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2128499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 11215 members 
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	Iteration 193Q: 3 clusters Score -2128496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2128496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2128496 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2128503.000000 Penalty: 4830.819824
	Iteration 196Q: 3 clusters Score -2128503 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2128504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2128502.500000 Penalty: 4830.819824
	Iteration 198Q: 3 clusters Score -2128502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2128505.250000 Penalty: 4830.819824
	Iteration 199Q: 3 clusters Score -2128505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2128504.750000 Penalty: 4830.819824
	Iteration 200F: 3 clusters Score -2128505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2128504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2128504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2128504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2128507.500000 Penalty: 4830.819824
	Iteration 204Q: 3 clusters Score -2128508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2128509.000000 Penalty: 4830.819824
	Iteration 205Q: 3 clusters Score -2128509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2128512.750000 Penalty: 4830.819824
	Iteration 206Q: 3 clusters Score -2128513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2128516.500000 Penalty: 4830.819824
	Iteration 207Q: 3 clusters Score -2128516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2128519.000000 Penalty: 4830.819824
	Iteration 208Q: 3 clusters Score -2128519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2128518.750000 Penalty: 4830.819824
	Iteration 209Q: 3 clusters Score -2128519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2128520.750000 Penalty: 4830.819824
	Iteration 210Q: 3 clusters Score -2128521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2128523.250000 Penalty: 4830.819824
	Iteration 211Q: 3 clusters Score -2128523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2128523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2128523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2128524.000000 Penalty: 4830.819824
	Iteration 214Q: 3 clusters Score -2128524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2128527.000000 Penalty: 4830.819824
	Iteration 215Q: 3 clusters Score -2128527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2128526.000000 Penalty: 4830.819824
	Iteration 216Q: 3 clusters Score -2128526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2128526.250000 Penalty: 4830.819824
	Iteration 217Q: 3 clusters Score -2128526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2128526.500000 Penalty: 4830.819824
	Iteration 218Q: 3 clusters Score -2128526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2128528.500000 Penalty: 4830.819824
	Iteration 219Q: 3 clusters Score -2128528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2128531.000000 Penalty: 4830.819824
	Iteration 220F: 3 clusters Score -2128531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2128533.750000 Penalty: 4830.819824
	Iteration 221Q: 3 clusters Score -2128534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2128528.750000 Penalty: 4830.819824
	Iteration 222Q: 3 clusters Score -2128529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2128532.250000 Penalty: 4830.819824
	Iteration 223Q: 3 clusters Score -2128532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2128529.000000 Penalty: 4830.819824
	Iteration 224Q: 3 clusters Score -2128529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2128527.750000 Penalty: 4830.819824
	Iteration 225Q: 3 clusters Score -2128528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2128533.000000 Penalty: 4830.819824
	Iteration 226Q: 3 clusters Score -2128533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2128535.500000 Penalty: 4830.819824
	Iteration 227Q: 3 clusters Score -2128536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2128540.500000 Penalty: 4830.819824
	Iteration 228Q: 3 clusters Score -2128540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2128542.250000 Penalty: 4830.819824
	Iteration 229Q: 3 clusters Score -2128542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2128543.250000 Penalty: 4830.819824
	Iteration 230Q: 3 clusters Score -2128543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2128543.250000 Penalty: 4830.819824
	Iteration 231Q: 3 clusters Score -2128543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2128541.750000 Penalty: 4830.819824
	Iteration 232Q: 3 clusters Score -2128542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2128538.750000 Penalty: 4830.819824
	Iteration 233Q: 3 clusters Score -2128539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2128537.750000 Penalty: 4830.819824
	Iteration 234Q: 3 clusters Score -2128538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2128537.750000 Penalty: 4830.819824
	Iteration 235Q: 3 clusters Score -2128538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2128539.250000 Penalty: 4830.819824
	Iteration 236Q: 3 clusters Score -2128539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2128538.500000 Penalty: 4830.819824
	Iteration 237Q: 3 clusters Score -2128538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2128537.250000 Penalty: 4830.819824
	Iteration 238Q: 3 clusters Score -2128537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2128543.500000 Penalty: 4830.819824
	Iteration 239Q: 3 clusters Score -2128544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2128547.000000 Penalty: 4830.819824
	Iteration 240F: 3 clusters Score -2128547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2128544.500000 Penalty: 4830.819824
	Iteration 241Q: 3 clusters Score -2128544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2128543.000000 Penalty: 4830.819824
	Iteration 242Q: 3 clusters Score -2128543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2128542.500000 Penalty: 4830.819824
	Iteration 243Q: 3 clusters Score -2128542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2128544.250000 Penalty: 4830.819824
	Iteration 244Q: 3 clusters Score -2128544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2128544.500000 Penalty: 4830.819824
	Iteration 245Q: 3 clusters Score -2128544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2128547.000000 Penalty: 4830.819824
	Iteration 246Q: 3 clusters Score -2128547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2128543.750000 Penalty: 4830.819824
	Iteration 247Q: 3 clusters Score -2128544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2128549.500000 Penalty: 4830.819824
	Iteration 248Q: 3 clusters Score -2128550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2128553.250000 Penalty: 4830.819824
	Iteration 249Q: 3 clusters Score -2128553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2128557.500000 Penalty: 4830.819824
	Iteration 250Q: 3 clusters Score -2128558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2128553.500000 Penalty: 4830.819824
	Iteration 251Q: 3 clusters Score -2128554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2128554.500000 Penalty: 4830.819824
	Iteration 252Q: 3 clusters Score -2128554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2128556.750000 Penalty: 4830.819824
	Iteration 253Q: 3 clusters Score -2128557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2128556.750000 Penalty: 4830.819824
	Iteration 254Q: 3 clusters Score -2128557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2128560.750000 Penalty: 4830.819824
	Iteration 255Q: 3 clusters Score -2128561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2128565.000000 Penalty: 4830.819824
	Iteration 256Q: 3 clusters Score -2128565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2128568.250000 Penalty: 4830.819824
	Iteration 257Q: 3 clusters Score -2128568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2128568.750000 Penalty: 4830.819824
	Iteration 258Q: 3 clusters Score -2128569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2128568.500000 Penalty: 4830.819824
	Iteration 259Q: 3 clusters Score -2128568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2128575.250000 Penalty: 4830.819824
	Iteration 260F: 3 clusters Score -2128575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2128574.750000 Penalty: 4830.819824
	Iteration 261Q: 3 clusters Score -2128575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2128575.750000 Penalty: 4830.819824
	Iteration 262Q: 3 clusters Score -2128576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2128580.500000 Penalty: 4830.819824
	Iteration 263Q: 3 clusters Score -2128580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2128583.750000 Penalty: 4830.819824
	Iteration 264Q: 3 clusters Score -2128584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2128581.250000 Penalty: 4830.819824
	Iteration 265Q: 3 clusters Score -2128581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2128585.500000 Penalty: 4830.819824
	Iteration 266Q: 3 clusters Score -2128586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2128590.250000 Penalty: 4830.819824
	Iteration 267Q: 3 clusters Score -2128590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2128600.000000 Penalty: 4830.819824
	Iteration 268Q: 3 clusters Score -2128600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2128600.500000 Penalty: 4830.819824
	Iteration 269Q: 3 clusters Score -2128600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2128599.250000 Penalty: 4830.819824
	Iteration 270Q: 3 clusters Score -2128599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2128598.000000 Penalty: 4830.819824
	Iteration 271Q: 3 clusters Score -2128598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2128601.000000 Penalty: 4830.819824
	Iteration 272Q: 3 clusters Score -2128601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2128600.750000 Penalty: 4830.819824
	Iteration 273Q: 3 clusters Score -2128601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2128606.750000 Penalty: 4830.819824
	Iteration 274Q: 3 clusters Score -2128607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2128604.000000 Penalty: 4830.819824
	Iteration 275Q: 3 clusters Score -2128604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2128603.250000 Penalty: 4830.819824
	Iteration 276Q: 3 clusters Score -2128603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2128604.000000 Penalty: 4830.819824
	Iteration 277Q: 3 clusters Score -2128604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2128607.750000 Penalty: 4830.819824
	Iteration 278Q: 3 clusters Score -2128608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2128608.250000 Penalty: 4830.819824
	Iteration 279Q: 3 clusters Score -2128608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2128610.750000 Penalty: 4830.819824
	Iteration 280F: 3 clusters Score -2128611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2128616.750000 Penalty: 4830.819824
	Iteration 281Q: 3 clusters Score -2128617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2128619.000000 Penalty: 4830.819824
	Iteration 282Q: 3 clusters Score -2128619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2128621.750000 Penalty: 4830.819824
	Iteration 283Q: 3 clusters Score -2128622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2128628.000000 Penalty: 4830.819824
	Iteration 284Q: 3 clusters Score -2128628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2128634.250000 Penalty: 4830.819824
	Iteration 285Q: 3 clusters Score -2128634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2128638.500000 Penalty: 4830.819824
	Iteration 286Q: 3 clusters Score -2128638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2128647.250000 Penalty: 4830.819824
	Iteration 287Q: 3 clusters Score -2128647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2128655.750000 Penalty: 4830.819824
	Iteration 288Q: 3 clusters Score -2128656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2128670.750000 Penalty: 4830.819824
	Iteration 289Q: 3 clusters Score -2128671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2128684.000000 Penalty: 4830.819824
	Iteration 290Q: 3 clusters Score -2128684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2128687.500000 Penalty: 4830.819824
	Iteration 291Q: 3 clusters Score -2128688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2128688.250000 Penalty: 4830.819824
	Iteration 292Q: 3 clusters Score -2128688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2128702.250000 Penalty: 4830.819824
	Iteration 293Q: 3 clusters Score -2128702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2128706.000000 Penalty: 4830.819824
	Iteration 294Q: 3 clusters Score -2128706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2128714.750000 Penalty: 4830.819824
	Iteration 295Q: 3 clusters Score -2128715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2128721.750000 Penalty: 4830.819824
	Iteration 296Q: 3 clusters Score -2128722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2128736.750000 Penalty: 4830.819824
	Iteration 297Q: 3 clusters Score -2128737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2128755.250000 Penalty: 4830.819824
	Iteration 298Q: 3 clusters Score -2128755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2128760.250000 Penalty: 4830.819824
	Iteration 299Q: 3 clusters Score -2128760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2128768.250000 Penalty: 4830.819824
	Iteration 300F: 3 clusters Score -2128768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2128786.750000 Penalty: 4830.819824
	Iteration 301Q: 3 clusters Score -2128787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2128787.500000 Penalty: 4830.819824
	Iteration 302Q: 3 clusters Score -2128788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2128787.750000 Penalty: 4830.819824
	Iteration 303Q: 3 clusters Score -2128788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2128792.000000 Penalty: 4830.819824
	Iteration 304Q: 3 clusters Score -2128792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2128797.750000 Penalty: 4830.819824
	Iteration 305Q: 3 clusters Score -2128798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2128801.250000 Penalty: 4830.819824
	Iteration 306Q: 3 clusters Score -2128801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2128806.250000 Penalty: 4830.819824
	Iteration 307Q: 3 clusters Score -2128806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2128810.000000 Penalty: 4830.819824
	Iteration 308Q: 3 clusters Score -2128810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2128813.750000 Penalty: 4830.819824
	Iteration 309Q: 3 clusters Score -2128814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2128816.750000 Penalty: 4830.819824
	Iteration 310Q: 3 clusters Score -2128817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2128817.000000 Penalty: 4830.819824
	Iteration 311Q: 3 clusters Score -2128817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2128816.750000 Penalty: 4830.819824
	Iteration 312Q: 3 clusters Score -2128817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2128817.750000 Penalty: 4830.819824
	Iteration 313Q: 3 clusters Score -2128818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2128817.750000 Penalty: 4830.819824
	Iteration 314Q: 3 clusters Score -2128818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2128816.750000 Penalty: 4830.819824
	Iteration 315Q: 3 clusters Score -2128817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2128819.250000 Penalty: 4830.819824
	Iteration 316Q: 3 clusters Score -2128819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2128823.750000 Penalty: 4830.819824
	Iteration 317Q: 3 clusters Score -2128824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2128821.000000 Penalty: 4830.819824
	Iteration 318Q: 3 clusters Score -2128821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2128821.750000 Penalty: 4830.819824
	Iteration 319Q: 3 clusters Score -2128822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2128821.250000 Penalty: 4830.819824
	Iteration 320F: 3 clusters Score -2128821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2128822.000000 Penalty: 4830.819824
	Iteration 321Q: 3 clusters Score -2128822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2128820.500000 Penalty: 4830.819824
	Iteration 322Q: 3 clusters Score -2128820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2128820.500000 Penalty: 4830.819824
	Iteration 323F: 3 clusters Score -2128820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -1129160.750000 Penalty: 2261.129395
	Iteration 0F: 2 clusters Score -1129161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1122067.125000 Penalty: 4522.258789
	Iteration 0F: 3 clusters Score -1122067 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1124015.250000 Penalty: 4522.258789
	Iteration 1F: 3 clusters Score -1124015 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1124306.875000 Penalty: 4522.258789
	Iteration 2F: 3 clusters Score -1124307 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1124532.875000 Penalty: 4522.258789
	Iteration 3F: 3 clusters Score -1124533 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1124749.250000 Penalty: 4522.258789
	Iteration 4Q: 3 clusters Score -1124749 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1124962.375000 Penalty: 4522.258789
	Iteration 5Q: 3 clusters Score -1124962 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1125196.500000 Penalty: 4522.258789
	Iteration 6Q: 3 clusters Score -1125196 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1125476.000000 Penalty: 4522.258789
	Iteration 7Q: 3 clusters Score -1125476 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1125752.250000 Penalty: 4522.258789
	Iteration 8Q: 3 clusters Score -1125752 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1126040.000000 Penalty: 4522.258789
	Iteration 9Q: 3 clusters Score -1126040 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1126324.250000 Penalty: 4522.258789
	Iteration 10Q: 3 clusters Score -1126324 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1126553.875000 Penalty: 4522.258789
	Iteration 11Q: 3 clusters Score -1126554 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1126714.500000 Penalty: 4522.258789
	Iteration 12Q: 3 clusters Score -1126714 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1126831.500000 Penalty: 4522.258789
	Iteration 13Q: 3 clusters Score -1126832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1126908.750000 Penalty: 4522.258789
	Iteration 14Q: 3 clusters Score -1126909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1126975.500000 Penalty: 4522.258789
	Iteration 15Q: 3 clusters Score -1126976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1127025.250000 Penalty: 4522.258789
	Iteration 16Q: 3 clusters Score -1127025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1127074.500000 Penalty: 4522.258789
	Iteration 17Q: 3 clusters Score -1127074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1127110.500000 Penalty: 4522.258789
	Iteration 18Q: 3 clusters Score -1127110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1127144.000000 Penalty: 4522.258789
	Iteration 19Q: 3 clusters Score -1127144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1127159.750000 Penalty: 4522.258789
	Iteration 20F: 3 clusters Score -1127160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1127170.250000 Penalty: 4522.258789
	Iteration 21Q: 3 clusters Score -1127170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1127181.000000 Penalty: 4522.258789
	Iteration 22Q: 3 clusters Score -1127181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1127184.375000 Penalty: 4522.258789
	Iteration 23Q: 3 clusters Score -1127184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1127189.000000 Penalty: 4522.258789
	Iteration 24Q: 3 clusters Score -1127189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1127192.000000 Penalty: 4522.258789
	Iteration 25Q: 3 clusters Score -1127192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1127194.125000 Penalty: 4522.258789
	Iteration 26Q: 3 clusters Score -1127194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1127194.125000 Penalty: 4522.258789
	Iteration 27F: 3 clusters Score -1127194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Entering Unmasked Estep 
Score: -1125022.125000 Penalty: 2279.381836
	Iteration 0F: 2 clusters Score -1125022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1117453.125000 Penalty: 4558.763672
	Iteration 0F: 3 clusters Score -1117453 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1119648.375000 Penalty: 4558.763672
	Iteration 1F: 3 clusters Score -1119648 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1119913.500000 Penalty: 4558.763672
	Iteration 2F: 3 clusters Score -1119914 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1120100.750000 Penalty: 4558.763672
	Iteration 3Q: 3 clusters Score -1120101 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1120275.750000 Penalty: 4558.763672
	Iteration 4Q: 3 clusters Score -1120276 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1120422.875000 Penalty: 4558.763672
	Iteration 5Q: 3 clusters Score -1120423 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1120557.750000 Penalty: 4558.763672
	Iteration 6Q: 3 clusters Score -1120558 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1120710.250000 Penalty: 4558.763672
	Iteration 7Q: 3 clusters Score -1120710 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1120880.500000 Penalty: 4558.763672
	Iteration 8Q: 3 clusters Score -1120880 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1121090.250000 Penalty: 4558.763672
	Iteration 9Q: 3 clusters Score -1121090 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1121342.750000 Penalty: 4558.763672
	Iteration 10Q: 3 clusters Score -1121343 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1121600.375000 Penalty: 4558.763672
	Iteration 11Q: 3 clusters Score -1121600 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1121861.625000 Penalty: 4558.763672
	Iteration 12Q: 3 clusters Score -1121862 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1122121.250000 Penalty: 4558.763672
	Iteration 13Q: 3 clusters Score -1122121 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1122407.125000 Penalty: 4558.763672
	Iteration 14Q: 3 clusters Score -1122407 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1122681.250000 Penalty: 4558.763672
	Iteration 15Q: 3 clusters Score -1122681 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1122912.375000 Penalty: 4558.763672
	Iteration 16Q: 3 clusters Score -1122912 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1123079.375000 Penalty: 4558.763672
	Iteration 17Q: 3 clusters Score -1123079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1123212.500000 Penalty: 4558.763672
	Iteration 18Q: 3 clusters Score -1123212 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1123312.000000 Penalty: 4558.763672
	Iteration 19Q: 3 clusters Score -1123312 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1123387.375000 Penalty: 4558.763672
	Iteration 20F: 3 clusters Score -1123387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1123444.000000 Penalty: 4558.763672
	Iteration 21Q: 3 clusters Score -1123444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1123495.875000 Penalty: 4558.763672
	Iteration 22Q: 3 clusters Score -1123496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1123540.000000 Penalty: 4558.763672
	Iteration 23Q: 3 clusters Score -1123540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1123568.500000 Penalty: 4558.763672
	Iteration 24Q: 3 clusters Score -1123568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1123591.125000 Penalty: 4558.763672
	Iteration 25Q: 3 clusters Score -1123591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1123611.000000 Penalty: 4558.763672
	Iteration 26Q: 3 clusters Score -1123611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1123619.875000 Penalty: 4558.763672
	Iteration 27Q: 3 clusters Score -1123620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1123631.125000 Penalty: 4558.763672
	Iteration 28Q: 3 clusters Score -1123631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1123642.875000 Penalty: 4558.763672
	Iteration 29Q: 3 clusters Score -1123643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1123652.500000 Penalty: 4558.763672
	Iteration 30Q: 3 clusters Score -1123652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1123659.625000 Penalty: 4558.763672
	Iteration 31Q: 3 clusters Score -1123660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1123661.125000 Penalty: 4558.763672
	Iteration 32Q: 3 clusters Score -1123661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1123665.125000 Penalty: 4558.763672
	Iteration 33Q: 3 clusters Score -1123665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1123666.625000 Penalty: 4558.763672
	Iteration 34Q: 3 clusters Score -1123667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1123669.125000 Penalty: 4558.763672
	Iteration 35Q: 3 clusters Score -1123669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1123667.875000 Penalty: 4558.763672
	Iteration 36Q: 3 clusters Score -1123668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1123666.750000 Penalty: 4558.763672
	Iteration 37Q: 3 clusters Score -1123667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1123669.000000 Penalty: 4558.763672
	Iteration 38Q: 3 clusters Score -1123669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1123673.125000 Penalty: 4558.763672
	Iteration 39Q: 3 clusters Score -1123673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1123677.500000 Penalty: 4558.763672
	Iteration 40F: 3 clusters Score -1123678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1123682.250000 Penalty: 4558.763672
	Iteration 41Q: 3 clusters Score -1123682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1123683.000000 Penalty: 4558.763672
	Iteration 42Q: 3 clusters Score -1123683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1123688.625000 Penalty: 4558.763672
	Iteration 43Q: 3 clusters Score -1123689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1123689.875000 Penalty: 4558.763672
	Iteration 44Q: 3 clusters Score -1123690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1123694.625000 Penalty: 4558.763672
	Iteration 45Q: 3 clusters Score -1123695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1123698.375000 Penalty: 4558.763672
	Iteration 46Q: 3 clusters Score -1123698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1123699.500000 Penalty: 4558.763672
	Iteration 47Q: 3 clusters Score -1123700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1123704.250000 Penalty: 4558.763672
	Iteration 48Q: 3 clusters Score -1123704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1123706.750000 Penalty: 4558.763672
	Iteration 49Q: 3 clusters Score -1123707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1123710.125000 Penalty: 4558.763672
	Iteration 50Q: 3 clusters Score -1123710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1123708.875000 Penalty: 4558.763672
	Iteration 51Q: 3 clusters Score -1123709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1123713.625000 Penalty: 4558.763672
	Iteration 52Q: 3 clusters Score -1123714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1123715.125000 Penalty: 4558.763672
	Iteration 53Q: 3 clusters Score -1123715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1123717.250000 Penalty: 4558.763672
	Iteration 54Q: 3 clusters Score -1123717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1123723.000000 Penalty: 4558.763672
	Iteration 55Q: 3 clusters Score -1123723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1123722.000000 Penalty: 4558.763672
	Iteration 56Q: 3 clusters Score -1123722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1123723.000000 Penalty: 4558.763672
	Iteration 57Q: 3 clusters Score -1123723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1123723.500000 Penalty: 4558.763672
	Iteration 58Q: 3 clusters Score -1123724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1123726.375000 Penalty: 4558.763672
	Iteration 59Q: 3 clusters Score -1123726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1123731.875000 Penalty: 4558.763672
	Iteration 60F: 3 clusters Score -1123732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1123736.750000 Penalty: 4558.763672
	Iteration 61Q: 3 clusters Score -1123737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1123746.000000 Penalty: 4558.763672
	Iteration 62Q: 3 clusters Score -1123746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1123752.500000 Penalty: 4558.763672
	Iteration 63Q: 3 clusters Score -1123752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1123759.000000 Penalty: 4558.763672
	Iteration 64Q: 3 clusters Score -1123759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1123766.625000 Penalty: 4558.763672
	Iteration 65Q: 3 clusters Score -1123767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1123775.625000 Penalty: 4558.763672
	Iteration 66Q: 3 clusters Score -1123776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1123784.125000 Penalty: 4558.763672
	Iteration 67Q: 3 clusters Score -1123784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1123786.750000 Penalty: 4558.763672
	Iteration 68Q: 3 clusters Score -1123787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1123789.875000 Penalty: 4558.763672
	Iteration 69Q: 3 clusters Score -1123790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1123792.625000 Penalty: 4558.763672
	Iteration 70Q: 3 clusters Score -1123793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1123797.500000 Penalty: 4558.763672
	Iteration 71Q: 3 clusters Score -1123798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1123800.125000 Penalty: 4558.763672
	Iteration 72Q: 3 clusters Score -1123800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1123804.125000 Penalty: 4558.763672
	Iteration 73Q: 3 clusters Score -1123804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1123807.875000 Penalty: 4558.763672
	Iteration 74Q: 3 clusters Score -1123808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1123815.000000 Penalty: 4558.763672
	Iteration 75Q: 3 clusters Score -1123815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1123822.250000 Penalty: 4558.763672
	Iteration 76Q: 3 clusters Score -1123822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1123826.750000 Penalty: 4558.763672
	Iteration 77Q: 3 clusters Score -1123827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1123829.000000 Penalty: 4558.763672
	Iteration 78Q: 3 clusters Score -1123829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1123835.625000 Penalty: 4558.763672
	Iteration 79Q: 3 clusters Score -1123836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1123839.750000 Penalty: 4558.763672
	Iteration 80F: 3 clusters Score -1123840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1123843.000000 Penalty: 4558.763672
	Iteration 81Q: 3 clusters Score -1123843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1123844.625000 Penalty: 4558.763672
	Iteration 82Q: 3 clusters Score -1123845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1123845.000000 Penalty: 4558.763672
	Iteration 83Q: 3 clusters Score -1123845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1123848.625000 Penalty: 4558.763672
	Iteration 84Q: 3 clusters Score -1123849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1123853.500000 Penalty: 4558.763672
	Iteration 85Q: 3 clusters Score -1123854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1123861.375000 Penalty: 4558.763672
	Iteration 86Q: 3 clusters Score -1123861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1123864.375000 Penalty: 4558.763672
	Iteration 87Q: 3 clusters Score -1123864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1123869.375000 Penalty: 4558.763672
	Iteration 88Q: 3 clusters Score -1123869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1123873.625000 Penalty: 4558.763672
	Iteration 89Q: 3 clusters Score -1123874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1123875.500000 Penalty: 4558.763672
	Iteration 90Q: 3 clusters Score -1123876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1123880.000000 Penalty: 4558.763672
	Iteration 91Q: 3 clusters Score -1123880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1123881.250000 Penalty: 4558.763672
	Iteration 92Q: 3 clusters Score -1123881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1123882.125000 Penalty: 4558.763672
	Iteration 93Q: 3 clusters Score -1123882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1123885.250000 Penalty: 4558.763672
	Iteration 94Q: 3 clusters Score -1123885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1123885.500000 Penalty: 4558.763672
	Iteration 95Q: 3 clusters Score -1123886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1123888.500000 Penalty: 4558.763672
	Iteration 96Q: 3 clusters Score -1123888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1123890.625000 Penalty: 4558.763672
	Iteration 97Q: 3 clusters Score -1123891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1123890.375000 Penalty: 4558.763672
	Iteration 98Q: 3 clusters Score -1123890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1123891.250000 Penalty: 4558.763672
	Iteration 99Q: 3 clusters Score -1123891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1123891.250000 Penalty: 4558.763672
	Iteration 100F: 3 clusters Score -1123891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -317201.562500 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -317201.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -314071.000000 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -314071 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -314663.531250 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -314663.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -314825.656250 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -314825.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -314938.500000 Penalty: 3931.773926
	Iteration 3Q: 3 clusters Score -314938.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -315026.000000 Penalty: 3931.773926
	Iteration 4Q: 3 clusters Score -315026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -315084.156250 Penalty: 3931.773926
	Iteration 5Q: 3 clusters Score -315084.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -315128.468750 Penalty: 3931.773926
	Iteration 6Q: 3 clusters Score -315128.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -315168.125000 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -315168.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -315203.375000 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -315203.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -315243.968750 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -315244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -315282.906250 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -315282.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -315316.406250 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -315316.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -315348.656250 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -315348.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -315390.093750 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -315390.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -315414.718750 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -315414.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -315433.843750 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -315433.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -315458.562500 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -315458.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -315477.406250 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -315477.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -315485.187500 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -315485.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -315496.937500 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -315496.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -315508.531250 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -315508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -315515.125000 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -315515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -315522.375000 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -315522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -315533.187500 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -315533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -315540.593750 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -315540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -315548.625000 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -315548.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -315557.281250 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -315557.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -315567.843750 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -315567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -315575.375000 Penalty: 3931.773926
	Iteration 28Q: 3 clusters Score -315575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -315581.937500 Penalty: 3931.773926
	Iteration 29Q: 3 clusters Score -315581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -315588.468750 Penalty: 3931.773926
	Iteration 30Q: 3 clusters Score -315588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -315600.093750 Penalty: 3931.773926
	Iteration 31Q: 3 clusters Score -315600.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -315606.781250 Penalty: 3931.773926
	Iteration 32Q: 3 clusters Score -315606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -315615.656250 Penalty: 3931.773926
	Iteration 33Q: 3 clusters Score -315615.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -315623.812500 Penalty: 3931.773926
	Iteration 34Q: 3 clusters Score -315623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -315627.500000 Penalty: 3931.773926
	Iteration 35Q: 3 clusters Score -315627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -315629.406250 Penalty: 3931.773926
	Iteration 36Q: 3 clusters Score -315629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -315630.937500 Penalty: 3931.773926
	Iteration 37Q: 3 clusters Score -315630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -315632.781250 Penalty: 3931.773926
	Iteration 38Q: 3 clusters Score -315632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -315633.500000 Penalty: 3931.773926
	Iteration 39Q: 3 clusters Score -315633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -315634.218750 Penalty: 3931.773926
	Iteration 40F: 3 clusters Score -315634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -315635.968750 Penalty: 3931.773926
	Iteration 41Q: 3 clusters Score -315636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -315638.125000 Penalty: 3931.773926
	Iteration 42Q: 3 clusters Score -315638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -315642.156250 Penalty: 3931.773926
	Iteration 43Q: 3 clusters Score -315642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -315644.125000 Penalty: 3931.773926
	Iteration 44Q: 3 clusters Score -315644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -315647.812500 Penalty: 3931.773926
	Iteration 45Q: 3 clusters Score -315647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -315650.031250 Penalty: 3931.773926
	Iteration 46Q: 3 clusters Score -315650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -315651.343750 Penalty: 3931.773926
	Iteration 47Q: 3 clusters Score -315651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -315653.500000 Penalty: 3931.773926
	Iteration 48Q: 3 clusters Score -315653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -315655.843750 Penalty: 3931.773926
	Iteration 49Q: 3 clusters Score -315655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -315655.843750 Penalty: 3931.773926
	Iteration 50F: 3 clusters Score -315655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Entering Unmasked Estep 
Score: -3717050.750000 Penalty: 2559.096191
	Iteration 0F: 2 clusters Score -3717051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3696377.500000 Penalty: 5118.192383
	Iteration 0F: 3 clusters Score -3696378 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3703933.500000 Penalty: 5118.192383
	Iteration 1F: 3 clusters Score -3703934 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3704614.250000 Penalty: 5118.192383
	Iteration 2F: 3 clusters Score -3704614 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3705365.500000 Penalty: 5118.192383
	Iteration 3F: 3 clusters Score -3705366 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3706168.750000 Penalty: 5118.192383
	Iteration 4F: 3 clusters Score -3706169 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3706991.250000 Penalty: 5118.192383
	Iteration 5F: 3 clusters Score -3706991 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3707684.250000 Penalty: 5118.192383
	Iteration 6F: 3 clusters Score -3707684 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3708218.250000 Penalty: 5118.192383
	Iteration 7Q: 3 clusters Score -3708218 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3708639.250000 Penalty: 5118.192383
	Iteration 8Q: 3 clusters Score -3708639 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3708976.000000 Penalty: 5118.192383
	Iteration 9Q: 3 clusters Score -3708976 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3709226.000000 Penalty: 5118.192383
	Iteration 10Q: 3 clusters Score -3709226 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3709449.000000 Penalty: 5118.192383
	Iteration 11Q: 3 clusters Score -3709449 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3709646.750000 Penalty: 5118.192383
	Iteration 12Q: 3 clusters Score -3709647 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3709791.250000 Penalty: 5118.192383
	Iteration 13Q: 3 clusters Score -3709791 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3709914.000000 Penalty: 5118.192383
	Iteration 14Q: 3 clusters Score -3709914 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3710019.750000 Penalty: 5118.192383
	Iteration 15Q: 3 clusters Score -3710020 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3710119.500000 Penalty: 5118.192383
	Iteration 16Q: 3 clusters Score -3710120 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3710194.000000 Penalty: 5118.192383
	Iteration 17Q: 3 clusters Score -3710194 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3710289.500000 Penalty: 5118.192383
	Iteration 18Q: 3 clusters Score -3710290 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3710375.000000 Penalty: 5118.192383
	Iteration 19Q: 3 clusters Score -3710375 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3710435.750000 Penalty: 5118.192383
	Iteration 20F: 3 clusters Score -3710436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3710524.750000 Penalty: 5118.192383
	Iteration 21Q: 3 clusters Score -3710525 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3710619.500000 Penalty: 5118.192383
	Iteration 22Q: 3 clusters Score -3710620 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3710706.250000 Penalty: 5118.192383
	Iteration 23Q: 3 clusters Score -3710706 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3710794.750000 Penalty: 5118.192383
	Iteration 24Q: 3 clusters Score -3710795 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3710905.000000 Penalty: 5118.192383
	Iteration 25Q: 3 clusters Score -3710905 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3711029.500000 Penalty: 5118.192383
	Iteration 26Q: 3 clusters Score -3711030 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3711172.750000 Penalty: 5118.192383
	Iteration 27Q: 3 clusters Score -3711173 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3711337.000000 Penalty: 5118.192383
	Iteration 28Q: 3 clusters Score -3711337 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3711527.000000 Penalty: 5118.192383
	Iteration 29Q: 3 clusters Score -3711527 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3711737.500000 Penalty: 5118.192383
	Iteration 30Q: 3 clusters Score -3711738 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3711944.250000 Penalty: 5118.192383
	Iteration 31Q: 3 clusters Score -3711944 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3712141.750000 Penalty: 5118.192383
	Iteration 32Q: 3 clusters Score -3712142 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3712340.500000 Penalty: 5118.192383
	Iteration 33Q: 3 clusters Score -3712340 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3712532.000000 Penalty: 5118.192383
	Iteration 34Q: 3 clusters Score -3712532 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3712744.750000 Penalty: 5118.192383
	Iteration 35Q: 3 clusters Score -3712745 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3712934.750000 Penalty: 5118.192383
	Iteration 36Q: 3 clusters Score -3712935 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3713153.000000 Penalty: 5118.192383
	Iteration 37Q: 3 clusters Score -3713153 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3713377.250000 Penalty: 5118.192383
	Iteration 38Q: 3 clusters Score -3713377 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3713610.750000 Penalty: 5118.192383
	Iteration 39Q: 3 clusters Score -3713611 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3713823.000000 Penalty: 5118.192383
	Iteration 40F: 3 clusters Score -3713823 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3714029.000000 Penalty: 5118.192383
	Iteration 41Q: 3 clusters Score -3714029 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3714219.500000 Penalty: 5118.192383
	Iteration 42Q: 3 clusters Score -3714220 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3714382.250000 Penalty: 5118.192383
	Iteration 43Q: 3 clusters Score -3714382 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3714511.250000 Penalty: 5118.192383
	Iteration 44Q: 3 clusters Score -3714511 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3714620.000000 Penalty: 5118.192383
	Iteration 45Q: 3 clusters Score -3714620 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3714699.000000 Penalty: 5118.192383
	Iteration 46Q: 3 clusters Score -3714699 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3714760.500000 Penalty: 5118.192383
	Iteration 47Q: 3 clusters Score -3714760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3714796.500000 Penalty: 5118.192383
	Iteration 48Q: 3 clusters Score -3714796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3714846.750000 Penalty: 5118.192383
	Iteration 49Q: 3 clusters Score -3714847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3714861.000000 Penalty: 5118.192383
	Iteration 50Q: 3 clusters Score -3714861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3714887.500000 Penalty: 5118.192383
	Iteration 51Q: 3 clusters Score -3714888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3714911.000000 Penalty: 5118.192383
	Iteration 52Q: 3 clusters Score -3714911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3714941.750000 Penalty: 5118.192383
	Iteration 53Q: 3 clusters Score -3714942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3714948.750000 Penalty: 5118.192383
	Iteration 54Q: 3 clusters Score -3714949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3714960.500000 Penalty: 5118.192383
	Iteration 55Q: 3 clusters Score -3714960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3714975.500000 Penalty: 5118.192383
	Iteration 56Q: 3 clusters Score -3714976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3714979.000000 Penalty: 5118.192383
	Iteration 57Q: 3 clusters Score -3714979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3714990.000000 Penalty: 5118.192383
	Iteration 58Q: 3 clusters Score -3714990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3715001.750000 Penalty: 5118.192383
	Iteration 59Q: 3 clusters Score -3715002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3715006.500000 Penalty: 5118.192383
	Iteration 60F: 3 clusters Score -3715006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3715019.750000 Penalty: 5118.192383
	Iteration 61Q: 3 clusters Score -3715020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3715023.250000 Penalty: 5118.192383
	Iteration 62Q: 3 clusters Score -3715023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3715036.000000 Penalty: 5118.192383
	Iteration 63Q: 3 clusters Score -3715036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3715037.500000 Penalty: 5118.192383
	Iteration 64Q: 3 clusters Score -3715038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3715043.000000 Penalty: 5118.192383
	Iteration 65Q: 3 clusters Score -3715043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3715045.250000 Penalty: 5118.192383
	Iteration 66Q: 3 clusters Score -3715045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3715045.000000 Penalty: 5118.192383
	Iteration 67Q: 3 clusters Score -3715045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3715042.750000 Penalty: 5118.192383
	Iteration 68Q: 3 clusters Score -3715043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3715043.250000 Penalty: 5118.192383
	Iteration 69Q: 3 clusters Score -3715043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3715043.250000 Penalty: 5118.192383
	Iteration 70F: 3 clusters Score -3715043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177039 members 
Entering Unmasked Estep 
Score: -21996742.000000 Penalty: 2996.863037
	Iteration 0F: 2 clusters Score -2.199674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -21881672.000000 Penalty: 5993.726074
	Iteration 0F: 3 clusters Score -2.188167e+07 nChanged 85144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -21930248.000000 Penalty: 5993.726074
	Iteration 1F: 3 clusters Score -2.193025e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -21931052.000000 Penalty: 5993.726074
	Iteration 2Q: 3 clusters Score -2.193105e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -21931952.000000 Penalty: 5993.726074
	Iteration 3Q: 3 clusters Score -2.193195e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -21932912.000000 Penalty: 5993.726074
	Iteration 4Q: 3 clusters Score -2.193291e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -21934118.000000 Penalty: 5993.726074
	Iteration 5Q: 3 clusters Score -2.193412e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -21935664.000000 Penalty: 5993.726074
	Iteration 6Q: 3 clusters Score -2.193566e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -21937738.000000 Penalty: 5993.726074
	Iteration 7Q: 3 clusters Score -2.193774e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -21941434.000000 Penalty: 5993.726074
	Iteration 8Q: 3 clusters Score -2.194143e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -21946690.000000 Penalty: 5993.726074
	Iteration 9Q: 3 clusters Score -2.194669e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -21953454.000000 Penalty: 5993.726074
	Iteration 10F: 3 clusters Score -2.195345e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -21960852.000000 Penalty: 5993.726074
	Iteration 11F: 3 clusters Score -2.196085e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114152 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -21967744.000000 Penalty: 5993.726074
	Iteration 12F: 3 clusters Score -2.196774e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117201 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -21973456.000000 Penalty: 5993.726074
	Iteration 13Q: 3 clusters Score -2.197346e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -21977896.000000 Penalty: 5993.726074
	Iteration 14Q: 3 clusters Score -2.19779e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119953 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -21981030.000000 Penalty: 5993.726074
	Iteration 15Q: 3 clusters Score -2.198103e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -21983270.000000 Penalty: 5993.726074
	Iteration 16Q: 3 clusters Score -2.198327e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120174 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -21984772.000000 Penalty: 5993.726074
	Iteration 17Q: 3 clusters Score -2.198477e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -21986020.000000 Penalty: 5993.726074
	Iteration 18Q: 3 clusters Score -2.198602e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119648 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -21987032.000000 Penalty: 5993.726074
	Iteration 19Q: 3 clusters Score -2.198703e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -21987978.000000 Penalty: 5993.726074
	Iteration 20F: 3 clusters Score -2.198798e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118970 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -21988672.000000 Penalty: 5993.726074
	Iteration 21Q: 3 clusters Score -2.198867e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118610 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -21989180.000000 Penalty: 5993.726074
	Iteration 22Q: 3 clusters Score -2.198918e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -21989588.000000 Penalty: 5993.726074
	Iteration 23Q: 3 clusters Score -2.198959e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -21989926.000000 Penalty: 5993.726074
	Iteration 24Q: 3 clusters Score -2.198993e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -21990082.000000 Penalty: 5993.726074
	Iteration 25Q: 3 clusters Score -2.199008e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118136 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -21990264.000000 Penalty: 5993.726074
	Iteration 26Q: 3 clusters Score -2.199026e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -21990330.000000 Penalty: 5993.726074
	Iteration 27Q: 3 clusters Score -2.199033e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118076 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -21990392.000000 Penalty: 5993.726074
	Iteration 28Q: 3 clusters Score -2.199039e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -21990424.000000 Penalty: 5993.726074
	Iteration 29Q: 3 clusters Score -2.199042e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117998 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -21990428.000000 Penalty: 5993.726074
	Iteration 30Q: 3 clusters Score -2.199043e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -21990462.000000 Penalty: 5993.726074
	Iteration 31Q: 3 clusters Score -2.199046e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -21990488.000000 Penalty: 5993.726074
	Iteration 32Q: 3 clusters Score -2.199049e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -21990530.000000 Penalty: 5993.726074
	Iteration 33Q: 3 clusters Score -2.199053e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117753 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -21990520.000000 Penalty: 5993.726074
	Iteration 34Q: 3 clusters Score -2.199052e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117671 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -21990496.000000 Penalty: 5993.726074
	Iteration 35Q: 3 clusters Score -2.19905e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -21990562.000000 Penalty: 5993.726074
	Iteration 36Q: 3 clusters Score -2.199056e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117507 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -21990532.000000 Penalty: 5993.726074
	Iteration 37Q: 3 clusters Score -2.199053e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117392 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -21990504.000000 Penalty: 5993.726074
	Iteration 38Q: 3 clusters Score -2.19905e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -21990496.000000 Penalty: 5993.726074
	Iteration 39Q: 3 clusters Score -2.19905e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117194 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -21990508.000000 Penalty: 5993.726074
	Iteration 40F: 3 clusters Score -2.199051e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117108 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -21990462.000000 Penalty: 5993.726074
	Iteration 41Q: 3 clusters Score -2.199046e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -21990474.000000 Penalty: 5993.726074
	Iteration 42Q: 3 clusters Score -2.199047e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -21990558.000000 Penalty: 5993.726074
	Iteration 43Q: 3 clusters Score -2.199056e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116812 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -21990522.000000 Penalty: 5993.726074
	Iteration 44Q: 3 clusters Score -2.199052e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116698 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -21990532.000000 Penalty: 5993.726074
	Iteration 45Q: 3 clusters Score -2.199053e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -21990550.000000 Penalty: 5993.726074
	Iteration 46Q: 3 clusters Score -2.199055e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -21990538.000000 Penalty: 5993.726074
	Iteration 47Q: 3 clusters Score -2.199054e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116291 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -21990492.000000 Penalty: 5993.726074
	Iteration 48Q: 3 clusters Score -2.199049e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116155 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -21990524.000000 Penalty: 5993.726074
	Iteration 49Q: 3 clusters Score -2.199052e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -21990526.000000 Penalty: 5993.726074
	Iteration 50Q: 3 clusters Score -2.199053e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -21990542.000000 Penalty: 5993.726074
	Iteration 51Q: 3 clusters Score -2.199054e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115741 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -21990508.000000 Penalty: 5993.726074
	Iteration 52Q: 3 clusters Score -2.199051e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115606 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -21990592.000000 Penalty: 5993.726074
	Iteration 53Q: 3 clusters Score -2.199059e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -21990576.000000 Penalty: 5993.726074
	Iteration 54Q: 3 clusters Score -2.199058e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115367 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -21990580.000000 Penalty: 5993.726074
	Iteration 55Q: 3 clusters Score -2.199058e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -21990584.000000 Penalty: 5993.726074
	Iteration 56Q: 3 clusters Score -2.199058e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -21990594.000000 Penalty: 5993.726074
	Iteration 57Q: 3 clusters Score -2.199059e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -21990566.000000 Penalty: 5993.726074
	Iteration 58Q: 3 clusters Score -2.199057e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -21990536.000000 Penalty: 5993.726074
	Iteration 59Q: 3 clusters Score -2.199054e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114773 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -21990554.000000 Penalty: 5993.726074
	Iteration 60F: 3 clusters Score -2.199055e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114629 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -21990560.000000 Penalty: 5993.726074
	Iteration 61Q: 3 clusters Score -2.199056e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -21990610.000000 Penalty: 5993.726074
	Iteration 62Q: 3 clusters Score -2.199061e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -21990600.000000 Penalty: 5993.726074
	Iteration 63Q: 3 clusters Score -2.19906e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114328 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -21990594.000000 Penalty: 5993.726074
	Iteration 64Q: 3 clusters Score -2.199059e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -21990618.000000 Penalty: 5993.726074
	Iteration 65Q: 3 clusters Score -2.199062e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -21990592.000000 Penalty: 5993.726074
	Iteration 66Q: 3 clusters Score -2.199059e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114087 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -21990596.000000 Penalty: 5993.726074
	Iteration 67Q: 3 clusters Score -2.19906e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -21990580.000000 Penalty: 5993.726074
	Iteration 68Q: 3 clusters Score -2.199058e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -21990580.000000 Penalty: 5993.726074
	Iteration 69Q: 3 clusters Score -2.199058e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -21990572.000000 Penalty: 5993.726074
	Iteration 70Q: 3 clusters Score -2.199057e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113791 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -21990576.000000 Penalty: 5993.726074
	Iteration 71Q: 3 clusters Score -2.199058e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -21990556.000000 Penalty: 5993.726074
	Iteration 72Q: 3 clusters Score -2.199056e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -21990556.000000 Penalty: 5993.726074
	Iteration 73Q: 3 clusters Score -2.199056e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -21990532.000000 Penalty: 5993.726074
	Iteration 74Q: 3 clusters Score -2.199053e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113462 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -21990540.000000 Penalty: 5993.726074
	Iteration 75Q: 3 clusters Score -2.199054e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -21990538.000000 Penalty: 5993.726074
	Iteration 76Q: 3 clusters Score -2.199054e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113315 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -21990566.000000 Penalty: 5993.726074
	Iteration 77Q: 3 clusters Score -2.199057e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -21990576.000000 Penalty: 5993.726074
	Iteration 78Q: 3 clusters Score -2.199058e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113154 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -21990576.000000 Penalty: 5993.726074
	Iteration 79Q: 3 clusters Score -2.199058e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -21990574.000000 Penalty: 5993.726074
	Iteration 80F: 3 clusters Score -2.199057e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -21990604.000000 Penalty: 5993.726074
	Iteration 81Q: 3 clusters Score -2.19906e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112889 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -21990598.000000 Penalty: 5993.726074
	Iteration 82Q: 3 clusters Score -2.19906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112795 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -21990592.000000 Penalty: 5993.726074
	Iteration 83Q: 3 clusters Score -2.199059e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112710 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -21990578.000000 Penalty: 5993.726074
	Iteration 84Q: 3 clusters Score -2.199058e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -21990568.000000 Penalty: 5993.726074
	Iteration 85Q: 3 clusters Score -2.199057e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -21990598.000000 Penalty: 5993.726074
	Iteration 86Q: 3 clusters Score -2.19906e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -21990586.000000 Penalty: 5993.726074
	Iteration 87Q: 3 clusters Score -2.199059e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -21990572.000000 Penalty: 5993.726074
	Iteration 88Q: 3 clusters Score -2.199057e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112246 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -21990574.000000 Penalty: 5993.726074
	Iteration 89Q: 3 clusters Score -2.199057e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112143 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -21990598.000000 Penalty: 5993.726074
	Iteration 90Q: 3 clusters Score -2.19906e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -21990580.000000 Penalty: 5993.726074
	Iteration 91Q: 3 clusters Score -2.199058e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111975 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -21990602.000000 Penalty: 5993.726074
	Iteration 92Q: 3 clusters Score -2.19906e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111903 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -21990598.000000 Penalty: 5993.726074
	Iteration 93Q: 3 clusters Score -2.19906e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111821 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -21990614.000000 Penalty: 5993.726074
	Iteration 94Q: 3 clusters Score -2.199061e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -21990594.000000 Penalty: 5993.726074
	Iteration 95Q: 3 clusters Score -2.199059e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111662 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -21990594.000000 Penalty: 5993.726074
	Iteration 96Q: 3 clusters Score -2.199059e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111556 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -21990626.000000 Penalty: 5993.726074
	Iteration 97Q: 3 clusters Score -2.199063e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -21990626.000000 Penalty: 5993.726074
	Iteration 98Q: 3 clusters Score -2.199063e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -21990594.000000 Penalty: 5993.726074
	Iteration 99Q: 3 clusters Score -2.199059e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -21990654.000000 Penalty: 5993.726074
	Iteration 100F: 3 clusters Score -2.199065e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -21990616.000000 Penalty: 5993.726074
	Iteration 101Q: 3 clusters Score -2.199062e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -21990620.000000 Penalty: 5993.726074
	Iteration 102Q: 3 clusters Score -2.199062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -21990606.000000 Penalty: 5993.726074
	Iteration 103Q: 3 clusters Score -2.199061e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110827 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -21990602.000000 Penalty: 5993.726074
	Iteration 104Q: 3 clusters Score -2.19906e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -21990608.000000 Penalty: 5993.726074
	Iteration 105Q: 3 clusters Score -2.199061e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -21990626.000000 Penalty: 5993.726074
	Iteration 106Q: 3 clusters Score -2.199063e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -21990580.000000 Penalty: 5993.726074
	Iteration 107Q: 3 clusters Score -2.199058e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -21990584.000000 Penalty: 5993.726074
	Iteration 108Q: 3 clusters Score -2.199058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -21990616.000000 Penalty: 5993.726074
	Iteration 109Q: 3 clusters Score -2.199062e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -21990614.000000 Penalty: 5993.726074
	Iteration 110Q: 3 clusters Score -2.199061e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -21990604.000000 Penalty: 5993.726074
	Iteration 111Q: 3 clusters Score -2.19906e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -21990624.000000 Penalty: 5993.726074
	Iteration 112Q: 3 clusters Score -2.199062e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110261 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -21990630.000000 Penalty: 5993.726074
	Iteration 113Q: 3 clusters Score -2.199063e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110177 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -21990626.000000 Penalty: 5993.726074
	Iteration 114Q: 3 clusters Score -2.199063e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -21990608.000000 Penalty: 5993.726074
	Iteration 115Q: 3 clusters Score -2.199061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -21990638.000000 Penalty: 5993.726074
	Iteration 116Q: 3 clusters Score -2.199064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -21990660.000000 Penalty: 5993.726074
	Iteration 117Q: 3 clusters Score -2.199066e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -21990650.000000 Penalty: 5993.726074
	Iteration 118Q: 3 clusters Score -2.199065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -21990632.000000 Penalty: 5993.726074
	Iteration 119Q: 3 clusters Score -2.199063e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -21990608.000000 Penalty: 5993.726074
	Iteration 120F: 3 clusters Score -2.199061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -21990606.000000 Penalty: 5993.726074
	Iteration 121Q: 3 clusters Score -2.199061e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -21990576.000000 Penalty: 5993.726074
	Iteration 122Q: 3 clusters Score -2.199058e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -21990586.000000 Penalty: 5993.726074
	Iteration 123Q: 3 clusters Score -2.199059e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -21990582.000000 Penalty: 5993.726074
	Iteration 124Q: 3 clusters Score -2.199058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -21990558.000000 Penalty: 5993.726074
	Iteration 125Q: 3 clusters Score -2.199056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -21990550.000000 Penalty: 5993.726074
	Iteration 126Q: 3 clusters Score -2.199055e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -21990532.000000 Penalty: 5993.726074
	Iteration 127Q: 3 clusters Score -2.199053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -21990522.000000 Penalty: 5993.726074
	Iteration 128Q: 3 clusters Score -2.199052e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109343 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -21990530.000000 Penalty: 5993.726074
	Iteration 129Q: 3 clusters Score -2.199053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -21990490.000000 Penalty: 5993.726074
	Iteration 130Q: 3 clusters Score -2.199049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -21990506.000000 Penalty: 5993.726074
	Iteration 131Q: 3 clusters Score -2.199051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -21990512.000000 Penalty: 5993.726074
	Iteration 132Q: 3 clusters Score -2.199051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -21990520.000000 Penalty: 5993.726074
	Iteration 133Q: 3 clusters Score -2.199052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109175 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -21990524.000000 Penalty: 5993.726074
	Iteration 134Q: 3 clusters Score -2.199052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -21990506.000000 Penalty: 5993.726074
	Iteration 135Q: 3 clusters Score -2.199051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109108 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -21990516.000000 Penalty: 5993.726074
	Iteration 136Q: 3 clusters Score -2.199052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -21990528.000000 Penalty: 5993.726074
	Iteration 137Q: 3 clusters Score -2.199053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -21990536.000000 Penalty: 5993.726074
	Iteration 138Q: 3 clusters Score -2.199054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -21990524.000000 Penalty: 5993.726074
	Iteration 139Q: 3 clusters Score -2.199052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -21990526.000000 Penalty: 5993.726074
	Iteration 140F: 3 clusters Score -2.199053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108903 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -21990504.000000 Penalty: 5993.726074
	Iteration 141Q: 3 clusters Score -2.19905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -21990494.000000 Penalty: 5993.726074
	Iteration 142Q: 3 clusters Score -2.199049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -21990502.000000 Penalty: 5993.726074
	Iteration 143Q: 3 clusters Score -2.19905e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -21990534.000000 Penalty: 5993.726074
	Iteration 144Q: 3 clusters Score -2.199053e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -21990552.000000 Penalty: 5993.726074
	Iteration 145Q: 3 clusters Score -2.199055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -21990530.000000 Penalty: 5993.726074
	Iteration 146Q: 3 clusters Score -2.199053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -21990524.000000 Penalty: 5993.726074
	Iteration 147Q: 3 clusters Score -2.199052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -21990528.000000 Penalty: 5993.726074
	Iteration 148Q: 3 clusters Score -2.199053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108604 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -21990524.000000 Penalty: 5993.726074
	Iteration 149Q: 3 clusters Score -2.199052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108583 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -21990528.000000 Penalty: 5993.726074
	Iteration 150Q: 3 clusters Score -2.199053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -21990534.000000 Penalty: 5993.726074
	Iteration 151Q: 3 clusters Score -2.199053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -21990504.000000 Penalty: 5993.726074
	Iteration 152Q: 3 clusters Score -2.19905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -21990472.000000 Penalty: 5993.726074
	Iteration 153Q: 3 clusters Score -2.199047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -21990454.000000 Penalty: 5993.726074
	Iteration 154Q: 3 clusters Score -2.199045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -21990458.000000 Penalty: 5993.726074
	Iteration 155Q: 3 clusters Score -2.199046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -21990482.000000 Penalty: 5993.726074
	Iteration 156Q: 3 clusters Score -2.199048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -21990472.000000 Penalty: 5993.726074
	Iteration 157Q: 3 clusters Score -2.199047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108369 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -21990494.000000 Penalty: 5993.726074
	Iteration 158Q: 3 clusters Score -2.199049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -21990486.000000 Penalty: 5993.726074
	Iteration 159Q: 3 clusters Score -2.199049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108288 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -21990480.000000 Penalty: 5993.726074
	Iteration 160F: 3 clusters Score -2.199048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -21990486.000000 Penalty: 5993.726074
	Iteration 161Q: 3 clusters Score -2.199049e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -21990492.000000 Penalty: 5993.726074
	Iteration 162Q: 3 clusters Score -2.199049e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -21990504.000000 Penalty: 5993.726074
	Iteration 163Q: 3 clusters Score -2.19905e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -21990488.000000 Penalty: 5993.726074
	Iteration 164Q: 3 clusters Score -2.199049e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107976 members 
Mstep: Class 2 contains 69063 members 
Entering Unmasked Estep 
Score: -21990504.000000 Penalty: 5993.726074
	Iteration 165Q: 3 clusters Score -2.19905e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -21990484.000000 Penalty: 5993.726074
	Iteration 166Q: 3 clusters Score -2.199048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -21990476.000000 Penalty: 5993.726074
	Iteration 167Q: 3 clusters Score -2.199048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -21990484.000000 Penalty: 5993.726074
	Iteration 168Q: 3 clusters Score -2.199048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -21990484.000000 Penalty: 5993.726074
	Iteration 169Q: 3 clusters Score -2.199048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -21990498.000000 Penalty: 5993.726074
	Iteration 170Q: 3 clusters Score -2.19905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -21990498.000000 Penalty: 5993.726074
	Iteration 171Q: 3 clusters Score -2.19905e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -21990520.000000 Penalty: 5993.726074
	Iteration 172Q: 3 clusters Score -2.199052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -21990520.000000 Penalty: 5993.726074
	Iteration 173Q: 3 clusters Score -2.199052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107624 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -21990524.000000 Penalty: 5993.726074
	Iteration 174Q: 3 clusters Score -2.199052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -21990530.000000 Penalty: 5993.726074
	Iteration 175Q: 3 clusters Score -2.199053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -21990554.000000 Penalty: 5993.726074
	Iteration 176Q: 3 clusters Score -2.199055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107544 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -21990552.000000 Penalty: 5993.726074
	Iteration 177Q: 3 clusters Score -2.199055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -21990556.000000 Penalty: 5993.726074
	Iteration 178Q: 3 clusters Score -2.199056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -21990530.000000 Penalty: 5993.726074
	Iteration 179Q: 3 clusters Score -2.199053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -21990548.000000 Penalty: 5993.726074
	Iteration 180F: 3 clusters Score -2.199055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -21990560.000000 Penalty: 5993.726074
	Iteration 181Q: 3 clusters Score -2.199056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -21990548.000000 Penalty: 5993.726074
	Iteration 182Q: 3 clusters Score -2.199055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -21990538.000000 Penalty: 5993.726074
	Iteration 183Q: 3 clusters Score -2.199054e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -21990534.000000 Penalty: 5993.726074
	Iteration 184Q: 3 clusters Score -2.199053e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -21990538.000000 Penalty: 5993.726074
	Iteration 185Q: 3 clusters Score -2.199054e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -21990526.000000 Penalty: 5993.726074
	Iteration 186Q: 3 clusters Score -2.199053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -21990504.000000 Penalty: 5993.726074
	Iteration 187Q: 3 clusters Score -2.19905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -21990516.000000 Penalty: 5993.726074
	Iteration 188Q: 3 clusters Score -2.199052e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -21990528.000000 Penalty: 5993.726074
	Iteration 189Q: 3 clusters Score -2.199053e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -21990556.000000 Penalty: 5993.726074
	Iteration 190Q: 3 clusters Score -2.199056e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -21990574.000000 Penalty: 5993.726074
	Iteration 191Q: 3 clusters Score -2.199057e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -21990598.000000 Penalty: 5993.726074
	Iteration 192Q: 3 clusters Score -2.19906e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106674 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -21990592.000000 Penalty: 5993.726074
	Iteration 193Q: 3 clusters Score -2.199059e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -21990598.000000 Penalty: 5993.726074
	Iteration 194Q: 3 clusters Score -2.19906e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106473 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -21990604.000000 Penalty: 5993.726074
	Iteration 195Q: 3 clusters Score -2.19906e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -21990604.000000 Penalty: 5993.726074
	Iteration 196Q: 3 clusters Score -2.19906e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -21990628.000000 Penalty: 5993.726074
	Iteration 197Q: 3 clusters Score -2.199063e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -21990618.000000 Penalty: 5993.726074
	Iteration 198Q: 3 clusters Score -2.199062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -21990638.000000 Penalty: 5993.726074
	Iteration 199Q: 3 clusters Score -2.199064e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -21990626.000000 Penalty: 5993.726074
	Iteration 200F: 3 clusters Score -2.199063e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -21990628.000000 Penalty: 5993.726074
	Iteration 201Q: 3 clusters Score -2.199063e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -21990636.000000 Penalty: 5993.726074
	Iteration 202Q: 3 clusters Score -2.199064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -21990642.000000 Penalty: 5993.726074
	Iteration 203Q: 3 clusters Score -2.199064e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -21990664.000000 Penalty: 5993.726074
	Iteration 204Q: 3 clusters Score -2.199066e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -21990634.000000 Penalty: 5993.726074
	Iteration 205Q: 3 clusters Score -2.199063e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -21990664.000000 Penalty: 5993.726074
	Iteration 206Q: 3 clusters Score -2.199066e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -21990672.000000 Penalty: 5993.726074
	Iteration 207Q: 3 clusters Score -2.199067e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -21990684.000000 Penalty: 5993.726074
	Iteration 208Q: 3 clusters Score -2.199068e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -21990642.000000 Penalty: 5993.726074
	Iteration 209Q: 3 clusters Score -2.199064e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -21990670.000000 Penalty: 5993.726074
	Iteration 210Q: 3 clusters Score -2.199067e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -21990668.000000 Penalty: 5993.726074
	Iteration 211Q: 3 clusters Score -2.199067e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -21990644.000000 Penalty: 5993.726074
	Iteration 212Q: 3 clusters Score -2.199064e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -21990646.000000 Penalty: 5993.726074
	Iteration 213Q: 3 clusters Score -2.199065e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -21990674.000000 Penalty: 5993.726074
	Iteration 214Q: 3 clusters Score -2.199067e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -21990690.000000 Penalty: 5993.726074
	Iteration 215Q: 3 clusters Score -2.199069e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -21990668.000000 Penalty: 5993.726074
	Iteration 216Q: 3 clusters Score -2.199067e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -21990658.000000 Penalty: 5993.726074
	Iteration 217Q: 3 clusters Score -2.199066e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -21990690.000000 Penalty: 5993.726074
	Iteration 218Q: 3 clusters Score -2.199069e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -21990704.000000 Penalty: 5993.726074
	Iteration 219Q: 3 clusters Score -2.19907e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -21990688.000000 Penalty: 5993.726074
	Iteration 220F: 3 clusters Score -2.199069e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -21990712.000000 Penalty: 5993.726074
	Iteration 221Q: 3 clusters Score -2.199071e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -21990692.000000 Penalty: 5993.726074
	Iteration 222Q: 3 clusters Score -2.199069e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103685 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -21990738.000000 Penalty: 5993.726074
	Iteration 223Q: 3 clusters Score -2.199074e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -21990714.000000 Penalty: 5993.726074
	Iteration 224Q: 3 clusters Score -2.199071e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -21990708.000000 Penalty: 5993.726074
	Iteration 225Q: 3 clusters Score -2.199071e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103191 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -21990668.000000 Penalty: 5993.726074
	Iteration 226Q: 3 clusters Score -2.199067e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -21990628.000000 Penalty: 5993.726074
	Iteration 227Q: 3 clusters Score -2.199063e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -21990666.000000 Penalty: 5993.726074
	Iteration 228Q: 3 clusters Score -2.199067e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -21990660.000000 Penalty: 5993.726074
	Iteration 229Q: 3 clusters Score -2.199066e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -21990682.000000 Penalty: 5993.726074
	Iteration 230Q: 3 clusters Score -2.199068e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -21990744.000000 Penalty: 5993.726074
	Iteration 231Q: 3 clusters Score -2.199074e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -21990734.000000 Penalty: 5993.726074
	Iteration 232Q: 3 clusters Score -2.199073e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -21990714.000000 Penalty: 5993.726074
	Iteration 233Q: 3 clusters Score -2.199071e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -21990732.000000 Penalty: 5993.726074
	Iteration 234Q: 3 clusters Score -2.199073e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -21990812.000000 Penalty: 5993.726074
	Iteration 235Q: 3 clusters Score -2.199081e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -21990790.000000 Penalty: 5993.726074
	Iteration 236Q: 3 clusters Score -2.199079e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -21990826.000000 Penalty: 5993.726074
	Iteration 237Q: 3 clusters Score -2.199083e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -21990848.000000 Penalty: 5993.726074
	Iteration 238Q: 3 clusters Score -2.199085e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -21990840.000000 Penalty: 5993.726074
	Iteration 239Q: 3 clusters Score -2.199084e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -21990806.000000 Penalty: 5993.726074
	Iteration 240F: 3 clusters Score -2.199081e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -21990796.000000 Penalty: 5993.726074
	Iteration 241Q: 3 clusters Score -2.19908e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -21990806.000000 Penalty: 5993.726074
	Iteration 242Q: 3 clusters Score -2.199081e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -21990784.000000 Penalty: 5993.726074
	Iteration 243Q: 3 clusters Score -2.199078e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -21990812.000000 Penalty: 5993.726074
	Iteration 244Q: 3 clusters Score -2.199081e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -21990830.000000 Penalty: 5993.726074
	Iteration 245Q: 3 clusters Score -2.199083e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -21990812.000000 Penalty: 5993.726074
	Iteration 246Q: 3 clusters Score -2.199081e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -21990822.000000 Penalty: 5993.726074
	Iteration 247Q: 3 clusters Score -2.199082e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -21990816.000000 Penalty: 5993.726074
	Iteration 248Q: 3 clusters Score -2.199082e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -21990818.000000 Penalty: 5993.726074
	Iteration 249Q: 3 clusters Score -2.199082e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -21990800.000000 Penalty: 5993.726074
	Iteration 250Q: 3 clusters Score -2.19908e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -21990842.000000 Penalty: 5993.726074
	Iteration 251Q: 3 clusters Score -2.199084e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -21990912.000000 Penalty: 5993.726074
	Iteration 252Q: 3 clusters Score -2.199091e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -21990916.000000 Penalty: 5993.726074
	Iteration 253Q: 3 clusters Score -2.199092e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -21990946.000000 Penalty: 5993.726074
	Iteration 254Q: 3 clusters Score -2.199095e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -21990940.000000 Penalty: 5993.726074
	Iteration 255Q: 3 clusters Score -2.199094e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -21990906.000000 Penalty: 5993.726074
	Iteration 256Q: 3 clusters Score -2.199091e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -21990900.000000 Penalty: 5993.726074
	Iteration 257Q: 3 clusters Score -2.19909e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -21990938.000000 Penalty: 5993.726074
	Iteration 258Q: 3 clusters Score -2.199094e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -21990882.000000 Penalty: 5993.726074
	Iteration 259Q: 3 clusters Score -2.199088e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -21990898.000000 Penalty: 5993.726074
	Iteration 260F: 3 clusters Score -2.19909e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -21990906.000000 Penalty: 5993.726074
	Iteration 261Q: 3 clusters Score -2.199091e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -21990938.000000 Penalty: 5993.726074
	Iteration 262Q: 3 clusters Score -2.199094e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -21990990.000000 Penalty: 5993.726074
	Iteration 263Q: 3 clusters Score -2.199099e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -21991050.000000 Penalty: 5993.726074
	Iteration 264Q: 3 clusters Score -2.199105e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -21991032.000000 Penalty: 5993.726074
	Iteration 265Q: 3 clusters Score -2.199103e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -21991070.000000 Penalty: 5993.726074
	Iteration 266Q: 3 clusters Score -2.199107e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -21991056.000000 Penalty: 5993.726074
	Iteration 267Q: 3 clusters Score -2.199106e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -21991024.000000 Penalty: 5993.726074
	Iteration 268Q: 3 clusters Score -2.199102e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -21991016.000000 Penalty: 5993.726074
	Iteration 269Q: 3 clusters Score -2.199102e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -21991032.000000 Penalty: 5993.726074
	Iteration 270Q: 3 clusters Score -2.199103e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -21991022.000000 Penalty: 5993.726074
	Iteration 271Q: 3 clusters Score -2.199102e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -21991014.000000 Penalty: 5993.726074
	Iteration 272Q: 3 clusters Score -2.199101e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -21990998.000000 Penalty: 5993.726074
	Iteration 273Q: 3 clusters Score -2.1991e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -21991022.000000 Penalty: 5993.726074
	Iteration 274Q: 3 clusters Score -2.199102e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -21990988.000000 Penalty: 5993.726074
	Iteration 275Q: 3 clusters Score -2.199099e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -21990998.000000 Penalty: 5993.726074
	Iteration 276Q: 3 clusters Score -2.1991e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -21991036.000000 Penalty: 5993.726074
	Iteration 277Q: 3 clusters Score -2.199104e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -21991046.000000 Penalty: 5993.726074
	Iteration 278Q: 3 clusters Score -2.199105e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -21991056.000000 Penalty: 5993.726074
	Iteration 279Q: 3 clusters Score -2.199106e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -21991046.000000 Penalty: 5993.726074
	Iteration 280F: 3 clusters Score -2.199105e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -21991032.000000 Penalty: 5993.726074
	Iteration 281Q: 3 clusters Score -2.199103e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -21991056.000000 Penalty: 5993.726074
	Iteration 282Q: 3 clusters Score -2.199106e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89224 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -21991020.000000 Penalty: 5993.726074
	Iteration 283Q: 3 clusters Score -2.199102e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -21991038.000000 Penalty: 5993.726074
	Iteration 284Q: 3 clusters Score -2.199104e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -21991098.000000 Penalty: 5993.726074
	Iteration 285Q: 3 clusters Score -2.19911e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -21991158.000000 Penalty: 5993.726074
	Iteration 286Q: 3 clusters Score -2.199116e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -21991164.000000 Penalty: 5993.726074
	Iteration 287Q: 3 clusters Score -2.199116e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -21991146.000000 Penalty: 5993.726074
	Iteration 288Q: 3 clusters Score -2.199115e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -21991126.000000 Penalty: 5993.726074
	Iteration 289Q: 3 clusters Score -2.199113e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -21991112.000000 Penalty: 5993.726074
	Iteration 290Q: 3 clusters Score -2.199111e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -21991116.000000 Penalty: 5993.726074
	Iteration 291Q: 3 clusters Score -2.199112e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -21991210.000000 Penalty: 5993.726074
	Iteration 292Q: 3 clusters Score -2.199121e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -21991254.000000 Penalty: 5993.726074
	Iteration 293Q: 3 clusters Score -2.199125e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -21991288.000000 Penalty: 5993.726074
	Iteration 294Q: 3 clusters Score -2.199129e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -21991348.000000 Penalty: 5993.726074
	Iteration 295Q: 3 clusters Score -2.199135e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -21991306.000000 Penalty: 5993.726074
	Iteration 296Q: 3 clusters Score -2.199131e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -21991326.000000 Penalty: 5993.726074
	Iteration 297Q: 3 clusters Score -2.199133e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -21991338.000000 Penalty: 5993.726074
	Iteration 298Q: 3 clusters Score -2.199134e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -21991348.000000 Penalty: 5993.726074
	Iteration 299Q: 3 clusters Score -2.199135e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -21991380.000000 Penalty: 5993.726074
	Iteration 300F: 3 clusters Score -2.199138e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 93397 members 
Entering Unmasked Estep 
Score: -21991378.000000 Penalty: 5993.726074
	Iteration 301Q: 3 clusters Score -2.199138e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -21991396.000000 Penalty: 5993.726074
	Iteration 302Q: 3 clusters Score -2.19914e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -21991380.000000 Penalty: 5993.726074
	Iteration 303Q: 3 clusters Score -2.199138e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -21991348.000000 Penalty: 5993.726074
	Iteration 304Q: 3 clusters Score -2.199135e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -21991342.000000 Penalty: 5993.726074
	Iteration 305Q: 3 clusters Score -2.199134e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -21991324.000000 Penalty: 5993.726074
	Iteration 306Q: 3 clusters Score -2.199132e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -21991312.000000 Penalty: 5993.726074
	Iteration 307Q: 3 clusters Score -2.199131e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -21991348.000000 Penalty: 5993.726074
	Iteration 308Q: 3 clusters Score -2.199135e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 96534 members 
Entering Unmasked Estep 
Score: -21991450.000000 Penalty: 5993.726074
	Iteration 309Q: 3 clusters Score -2.199145e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -21991414.000000 Penalty: 5993.726074
	Iteration 310Q: 3 clusters Score -2.199141e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -21991428.000000 Penalty: 5993.726074
	Iteration 311Q: 3 clusters Score -2.199143e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -21991452.000000 Penalty: 5993.726074
	Iteration 312Q: 3 clusters Score -2.199145e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -21991402.000000 Penalty: 5993.726074
	Iteration 313Q: 3 clusters Score -2.19914e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -21991372.000000 Penalty: 5993.726074
	Iteration 314Q: 3 clusters Score -2.199137e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -21991394.000000 Penalty: 5993.726074
	Iteration 315Q: 3 clusters Score -2.199139e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -21991446.000000 Penalty: 5993.726074
	Iteration 316Q: 3 clusters Score -2.199145e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -21991408.000000 Penalty: 5993.726074
	Iteration 317Q: 3 clusters Score -2.199141e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -21991532.000000 Penalty: 5993.726074
	Iteration 318Q: 3 clusters Score -2.199153e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -21991602.000000 Penalty: 5993.726074
	Iteration 319Q: 3 clusters Score -2.19916e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -21991662.000000 Penalty: 5993.726074
	Iteration 320F: 3 clusters Score -2.199166e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -21991684.000000 Penalty: 5993.726074
	Iteration 321Q: 3 clusters Score -2.199168e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -21991720.000000 Penalty: 5993.726074
	Iteration 322Q: 3 clusters Score -2.199172e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -21991678.000000 Penalty: 5993.726074
	Iteration 323Q: 3 clusters Score -2.199168e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -21991716.000000 Penalty: 5993.726074
	Iteration 324Q: 3 clusters Score -2.199172e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -21991748.000000 Penalty: 5993.726074
	Iteration 325Q: 3 clusters Score -2.199175e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -21991818.000000 Penalty: 5993.726074
	Iteration 326Q: 3 clusters Score -2.199182e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -21991842.000000 Penalty: 5993.726074
	Iteration 327Q: 3 clusters Score -2.199184e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -21991808.000000 Penalty: 5993.726074
	Iteration 328Q: 3 clusters Score -2.199181e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 108109 members 
Entering Unmasked Estep 
Score: -21991828.000000 Penalty: 5993.726074
	Iteration 329Q: 3 clusters Score -2.199183e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -21991812.000000 Penalty: 5993.726074
	Iteration 330Q: 3 clusters Score -2.199181e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 109494 members 
Entering Unmasked Estep 
Score: -21991820.000000 Penalty: 5993.726074
	Iteration 331Q: 3 clusters Score -2.199182e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -21991822.000000 Penalty: 5993.726074
	Iteration 332Q: 3 clusters Score -2.199182e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -21991852.000000 Penalty: 5993.726074
	Iteration 333Q: 3 clusters Score -2.199185e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 111757 members 
Entering Unmasked Estep 
Score: -21991878.000000 Penalty: 5993.726074
	Iteration 334Q: 3 clusters Score -2.199188e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 112591 members 
Entering Unmasked Estep 
Score: -21991914.000000 Penalty: 5993.726074
	Iteration 335Q: 3 clusters Score -2.199191e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -21991976.000000 Penalty: 5993.726074
	Iteration 336Q: 3 clusters Score -2.199198e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
Score: -21992034.000000 Penalty: 5993.726074
	Iteration 337Q: 3 clusters Score -2.199203e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -21992056.000000 Penalty: 5993.726074
	Iteration 338Q: 3 clusters Score -2.199206e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -21992130.000000 Penalty: 5993.726074
	Iteration 339Q: 3 clusters Score -2.199213e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 116810 members 
Entering Unmasked Estep 
Score: -21992242.000000 Penalty: 5993.726074
	Iteration 340F: 3 clusters Score -2.199224e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
Score: -21992300.000000 Penalty: 5993.726074
	Iteration 341Q: 3 clusters Score -2.19923e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -21992340.000000 Penalty: 5993.726074
	Iteration 342Q: 3 clusters Score -2.199234e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 119400 members 
Entering Unmasked Estep 
Score: -21992360.000000 Penalty: 5993.726074
	Iteration 343Q: 3 clusters Score -2.199236e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 120330 members 
Entering Unmasked Estep 
Score: -21992476.000000 Penalty: 5993.726074
	Iteration 344Q: 3 clusters Score -2.199248e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 121248 members 
Entering Unmasked Estep 
Score: -21992582.000000 Penalty: 5993.726074
	Iteration 345Q: 3 clusters Score -2.199258e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -21992528.000000 Penalty: 5993.726074
	Iteration 346Q: 3 clusters Score -2.199253e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -21992652.000000 Penalty: 5993.726074
	Iteration 347Q: 3 clusters Score -2.199265e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 124161 members 
Entering Unmasked Estep 
Score: -21992774.000000 Penalty: 5993.726074
	Iteration 348Q: 3 clusters Score -2.199277e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -21992766.000000 Penalty: 5993.726074
	Iteration 349Q: 3 clusters Score -2.199277e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 126118 members 
Entering Unmasked Estep 
Score: -21992778.000000 Penalty: 5993.726074
	Iteration 350Q: 3 clusters Score -2.199278e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 127069 members 
Entering Unmasked Estep 
Score: -21992814.000000 Penalty: 5993.726074
	Iteration 351Q: 3 clusters Score -2.199281e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 128009 members 
Entering Unmasked Estep 
Score: -21992926.000000 Penalty: 5993.726074
	Iteration 352Q: 3 clusters Score -2.199293e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 128914 members 
Entering Unmasked Estep 
Score: -21993010.000000 Penalty: 5993.726074
	Iteration 353Q: 3 clusters Score -2.199301e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 129778 members 
Entering Unmasked Estep 
Score: -21992984.000000 Penalty: 5993.726074
	Iteration 354Q: 3 clusters Score -2.199298e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 130602 members 
Entering Unmasked Estep 
Score: -21992958.000000 Penalty: 5993.726074
	Iteration 355Q: 3 clusters Score -2.199296e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 131475 members 
Entering Unmasked Estep 
Score: -21992986.000000 Penalty: 5993.726074
	Iteration 356Q: 3 clusters Score -2.199299e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 132310 members 
Entering Unmasked Estep 
Score: -21993036.000000 Penalty: 5993.726074
	Iteration 357Q: 3 clusters Score -2.199304e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -21993162.000000 Penalty: 5993.726074
	Iteration 358Q: 3 clusters Score -2.199316e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 133994 members 
Entering Unmasked Estep 
Score: -21993208.000000 Penalty: 5993.726074
	Iteration 359Q: 3 clusters Score -2.199321e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -21993356.000000 Penalty: 5993.726074
	Iteration 360F: 3 clusters Score -2.199336e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 135639 members 
Entering Unmasked Estep 
Score: -21993422.000000 Penalty: 5993.726074
	Iteration 361Q: 3 clusters Score -2.199342e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -21993474.000000 Penalty: 5993.726074
	Iteration 362Q: 3 clusters Score -2.199347e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
Score: -21993556.000000 Penalty: 5993.726074
	Iteration 363Q: 3 clusters Score -2.199356e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -21993602.000000 Penalty: 5993.726074
	Iteration 364Q: 3 clusters Score -2.19936e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 139124 members 
Entering Unmasked Estep 
Score: -21993688.000000 Penalty: 5993.726074
	Iteration 365Q: 3 clusters Score -2.199369e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -21993778.000000 Penalty: 5993.726074
	Iteration 366Q: 3 clusters Score -2.199378e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -21993826.000000 Penalty: 5993.726074
	Iteration 367Q: 3 clusters Score -2.199383e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -21993948.000000 Penalty: 5993.726074
	Iteration 368Q: 3 clusters Score -2.199395e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 142745 members 
Entering Unmasked Estep 
Score: -21994000.000000 Penalty: 5993.726074
	Iteration 369Q: 3 clusters Score -2.1994e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 143667 members 
Entering Unmasked Estep 
Score: -21994138.000000 Penalty: 5993.726074
	Iteration 370Q: 3 clusters Score -2.199414e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 144594 members 
Entering Unmasked Estep 
Score: -21994288.000000 Penalty: 5993.726074
	Iteration 371Q: 3 clusters Score -2.199429e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 145468 members 
Entering Unmasked Estep 
Score: -21994400.000000 Penalty: 5993.726074
	Iteration 372Q: 3 clusters Score -2.19944e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 146347 members 
Entering Unmasked Estep 
Score: -21994482.000000 Penalty: 5993.726074
	Iteration 373Q: 3 clusters Score -2.199448e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -21994576.000000 Penalty: 5993.726074
	Iteration 374Q: 3 clusters Score -2.199458e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -21994670.000000 Penalty: 5993.726074
	Iteration 375Q: 3 clusters Score -2.199467e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -21994674.000000 Penalty: 5993.726074
	Iteration 376Q: 3 clusters Score -2.199467e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 149733 members 
Entering Unmasked Estep 
Score: -21994680.000000 Penalty: 5993.726074
	Iteration 377Q: 3 clusters Score -2.199468e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 150553 members 
Entering Unmasked Estep 
Score: -21994710.000000 Penalty: 5993.726074
	Iteration 378Q: 3 clusters Score -2.199471e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 151383 members 
Entering Unmasked Estep 
Score: -21994694.000000 Penalty: 5993.726074
	Iteration 379Q: 3 clusters Score -2.199469e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 152247 members 
Entering Unmasked Estep 
Score: -21994710.000000 Penalty: 5993.726074
	Iteration 380F: 3 clusters Score -2.199471e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 153096 members 
Entering Unmasked Estep 
Score: -21994894.000000 Penalty: 5993.726074
	Iteration 381Q: 3 clusters Score -2.199489e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 153951 members 
Entering Unmasked Estep 
Score: -21994964.000000 Penalty: 5993.726074
	Iteration 382Q: 3 clusters Score -2.199496e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -21994942.000000 Penalty: 5993.726074
	Iteration 383Q: 3 clusters Score -2.199494e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 155558 members 
Entering Unmasked Estep 
Score: -21995060.000000 Penalty: 5993.726074
	Iteration 384Q: 3 clusters Score -2.199506e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 156328 members 
Entering Unmasked Estep 
Score: -21995098.000000 Penalty: 5993.726074
	Iteration 385Q: 3 clusters Score -2.19951e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -21995062.000000 Penalty: 5993.726074
	Iteration 386Q: 3 clusters Score -2.199506e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -21995106.000000 Penalty: 5993.726074
	Iteration 387Q: 3 clusters Score -2.199511e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -21995146.000000 Penalty: 5993.726074
	Iteration 388Q: 3 clusters Score -2.199515e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -21995174.000000 Penalty: 5993.726074
	Iteration 389Q: 3 clusters Score -2.199517e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 159832 members 
Entering Unmasked Estep 
Score: -21995146.000000 Penalty: 5993.726074
	Iteration 390Q: 3 clusters Score -2.199515e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 160474 members 
Entering Unmasked Estep 
Score: -21995214.000000 Penalty: 5993.726074
	Iteration 391Q: 3 clusters Score -2.199521e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 161105 members 
Entering Unmasked Estep 
Score: -21995306.000000 Penalty: 5993.726074
	Iteration 392Q: 3 clusters Score -2.199531e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -21995308.000000 Penalty: 5993.726074
	Iteration 393Q: 3 clusters Score -2.199531e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 162244 members 
Entering Unmasked Estep 
Score: -21995292.000000 Penalty: 5993.726074
	Iteration 394Q: 3 clusters Score -2.199529e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -21995300.000000 Penalty: 5993.726074
	Iteration 395Q: 3 clusters Score -2.19953e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -21995372.000000 Penalty: 5993.726074
	Iteration 396Q: 3 clusters Score -2.199537e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -21995376.000000 Penalty: 5993.726074
	Iteration 397Q: 3 clusters Score -2.199538e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -21995432.000000 Penalty: 5993.726074
	Iteration 398Q: 3 clusters Score -2.199543e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -21995480.000000 Penalty: 5993.726074
	Iteration 399Q: 3 clusters Score -2.199548e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 165422 members 
Entering Unmasked Estep 
Score: -21995498.000000 Penalty: 5993.726074
	Iteration 400F: 3 clusters Score -2.19955e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -21995472.000000 Penalty: 5993.726074
	Iteration 401Q: 3 clusters Score -2.199547e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -21995474.000000 Penalty: 5993.726074
	Iteration 402Q: 3 clusters Score -2.199547e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -21995526.000000 Penalty: 5993.726074
	Iteration 403Q: 3 clusters Score -2.199553e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 166956 members 
Entering Unmasked Estep 
Score: -21995484.000000 Penalty: 5993.726074
	Iteration 404Q: 3 clusters Score -2.199548e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -21995424.000000 Penalty: 5993.726074
	Iteration 405Q: 3 clusters Score -2.199542e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -21995436.000000 Penalty: 5993.726074
	Iteration 406Q: 3 clusters Score -2.199544e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -21995428.000000 Penalty: 5993.726074
	Iteration 407Q: 3 clusters Score -2.199543e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -21995460.000000 Penalty: 5993.726074
	Iteration 408Q: 3 clusters Score -2.199546e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -21995512.000000 Penalty: 5993.726074
	Iteration 409Q: 3 clusters Score -2.199551e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 168675 members 
Entering Unmasked Estep 
Score: -21995568.000000 Penalty: 5993.726074
	Iteration 410Q: 3 clusters Score -2.199557e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -21995526.000000 Penalty: 5993.726074
	Iteration 411Q: 3 clusters Score -2.199553e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -21995550.000000 Penalty: 5993.726074
	Iteration 412Q: 3 clusters Score -2.199555e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -21995568.000000 Penalty: 5993.726074
	Iteration 413Q: 3 clusters Score -2.199557e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -21995536.000000 Penalty: 5993.726074
	Iteration 414Q: 3 clusters Score -2.199554e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 169902 members 
Entering Unmasked Estep 
Score: -21995488.000000 Penalty: 5993.726074
	Iteration 415Q: 3 clusters Score -2.199549e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 170098 members 
Entering Unmasked Estep 
Score: -21995486.000000 Penalty: 5993.726074
	Iteration 416Q: 3 clusters Score -2.199549e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 170278 members 
Entering Unmasked Estep 
Score: -21995468.000000 Penalty: 5993.726074
	Iteration 417Q: 3 clusters Score -2.199547e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 170442 members 
Entering Unmasked Estep 
Score: -21995512.000000 Penalty: 5993.726074
	Iteration 418Q: 3 clusters Score -2.199551e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -21995492.000000 Penalty: 5993.726074
	Iteration 419Q: 3 clusters Score -2.199549e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -21995474.000000 Penalty: 5993.726074
	Iteration 420F: 3 clusters Score -2.199547e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 170846 members 
Entering Unmasked Estep 
Score: -21995502.000000 Penalty: 5993.726074
	Iteration 421Q: 3 clusters Score -2.19955e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -21995498.000000 Penalty: 5993.726074
	Iteration 422Q: 3 clusters Score -2.19955e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 171077 members 
Entering Unmasked Estep 
Score: -21995502.000000 Penalty: 5993.726074
	Iteration 423Q: 3 clusters Score -2.19955e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 171180 members 
Entering Unmasked Estep 
Score: -21995514.000000 Penalty: 5993.726074
	Iteration 424Q: 3 clusters Score -2.199551e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -21995464.000000 Penalty: 5993.726074
	Iteration 425Q: 3 clusters Score -2.199546e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 171331 members 
Entering Unmasked Estep 
Score: -21995418.000000 Penalty: 5993.726074
	Iteration 426Q: 3 clusters Score -2.199542e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -21995450.000000 Penalty: 5993.726074
	Iteration 427Q: 3 clusters Score -2.199545e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -21995446.000000 Penalty: 5993.726074
	Iteration 428Q: 3 clusters Score -2.199545e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 171515 members 
Entering Unmasked Estep 
Score: -21995430.000000 Penalty: 5993.726074
	Iteration 429Q: 3 clusters Score -2.199543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -21995428.000000 Penalty: 5993.726074
	Iteration 430Q: 3 clusters Score -2.199543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -21995426.000000 Penalty: 5993.726074
	Iteration 431Q: 3 clusters Score -2.199543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 171664 members 
Entering Unmasked Estep 
Score: -21995418.000000 Penalty: 5993.726074
	Iteration 432Q: 3 clusters Score -2.199542e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 171711 members 
Entering Unmasked Estep 
Score: -21995418.000000 Penalty: 5993.726074
	Iteration 433Q: 3 clusters Score -2.199542e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 171759 members 
Entering Unmasked Estep 
Score: -21995400.000000 Penalty: 5993.726074
	Iteration 434Q: 3 clusters Score -2.19954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 171800 members 
Entering Unmasked Estep 
Score: -21995414.000000 Penalty: 5993.726074
	Iteration 435Q: 3 clusters Score -2.199541e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -21995390.000000 Penalty: 5993.726074
	Iteration 436Q: 3 clusters Score -2.199539e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -21995366.000000 Penalty: 5993.726074
	Iteration 437Q: 3 clusters Score -2.199537e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 171965 members 
Entering Unmasked Estep 
Score: -21995356.000000 Penalty: 5993.726074
	Iteration 438Q: 3 clusters Score -2.199536e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -21995344.000000 Penalty: 5993.726074
	Iteration 439Q: 3 clusters Score -2.199534e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -21995338.000000 Penalty: 5993.726074
	Iteration 440F: 3 clusters Score -2.199534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 172150 members 
Entering Unmasked Estep 
Score: -21995374.000000 Penalty: 5993.726074
	Iteration 441Q: 3 clusters Score -2.199537e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -21995356.000000 Penalty: 5993.726074
	Iteration 442Q: 3 clusters Score -2.199536e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -21995378.000000 Penalty: 5993.726074
	Iteration 443Q: 3 clusters Score -2.199538e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -21995342.000000 Penalty: 5993.726074
	Iteration 444Q: 3 clusters Score -2.199534e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 172347 members 
Entering Unmasked Estep 
Score: -21995324.000000 Penalty: 5993.726074
	Iteration 445Q: 3 clusters Score -2.199532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 172398 members 
Entering Unmasked Estep 
Score: -21995308.000000 Penalty: 5993.726074
	Iteration 446Q: 3 clusters Score -2.199531e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 172453 members 
Entering Unmasked Estep 
Score: -21995312.000000 Penalty: 5993.726074
	Iteration 447Q: 3 clusters Score -2.199531e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 172507 members 
Entering Unmasked Estep 
Score: -21995352.000000 Penalty: 5993.726074
	Iteration 448Q: 3 clusters Score -2.199535e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 172562 members 
Entering Unmasked Estep 
Score: -21995376.000000 Penalty: 5993.726074
	Iteration 449Q: 3 clusters Score -2.199538e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -21995404.000000 Penalty: 5993.726074
	Iteration 450Q: 3 clusters Score -2.19954e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -21995400.000000 Penalty: 5993.726074
	Iteration 451Q: 3 clusters Score -2.19954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -21995382.000000 Penalty: 5993.726074
	Iteration 452Q: 3 clusters Score -2.199538e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 172763 members 
Entering Unmasked Estep 
Score: -21995418.000000 Penalty: 5993.726074
	Iteration 453Q: 3 clusters Score -2.199542e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -21995410.000000 Penalty: 5993.726074
	Iteration 454Q: 3 clusters Score -2.199541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 172837 members 
Entering Unmasked Estep 
Score: -21995416.000000 Penalty: 5993.726074
	Iteration 455Q: 3 clusters Score -2.199542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 172876 members 
Entering Unmasked Estep 
Score: -21995414.000000 Penalty: 5993.726074
	Iteration 456Q: 3 clusters Score -2.199541e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 172912 members 
Entering Unmasked Estep 
Score: -21995402.000000 Penalty: 5993.726074
	Iteration 457Q: 3 clusters Score -2.19954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -21995392.000000 Penalty: 5993.726074
	Iteration 458Q: 3 clusters Score -2.199539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -21995400.000000 Penalty: 5993.726074
	Iteration 459Q: 3 clusters Score -2.19954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -21995422.000000 Penalty: 5993.726074
	Iteration 460F: 3 clusters Score -2.199542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 173015 members 
Entering Unmasked Estep 
Score: -21995420.000000 Penalty: 5993.726074
	Iteration 461Q: 3 clusters Score -2.199542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -21995414.000000 Penalty: 5993.726074
	Iteration 462Q: 3 clusters Score -2.199541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 173053 members 
Entering Unmasked Estep 
Score: -21995428.000000 Penalty: 5993.726074
	Iteration 463Q: 3 clusters Score -2.199543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 173064 members 
Entering Unmasked Estep 
Score: -21995428.000000 Penalty: 5993.726074
	Iteration 464Q: 3 clusters Score -2.199543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -21995416.000000 Penalty: 5993.726074
	Iteration 465Q: 3 clusters Score -2.199542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -21995412.000000 Penalty: 5993.726074
	Iteration 466Q: 3 clusters Score -2.199541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 173098 members 
Entering Unmasked Estep 
Score: -21995408.000000 Penalty: 5993.726074
	Iteration 467Q: 3 clusters Score -2.199541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 173108 members 
Entering Unmasked Estep 
Score: -21995402.000000 Penalty: 5993.726074
	Iteration 468Q: 3 clusters Score -2.19954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 173116 members 
Entering Unmasked Estep 
Score: -21995408.000000 Penalty: 5993.726074
	Iteration 469Q: 3 clusters Score -2.199541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 173128 members 
Entering Unmasked Estep 
Score: -21995424.000000 Penalty: 5993.726074
	Iteration 470Q: 3 clusters Score -2.199542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 173137 members 
Entering Unmasked Estep 
Score: -21995406.000000 Penalty: 5993.726074
	Iteration 471Q: 3 clusters Score -2.199541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 173145 members 
Entering Unmasked Estep 
Score: -21995400.000000 Penalty: 5993.726074
	Iteration 472Q: 3 clusters Score -2.19954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 173154 members 
Entering Unmasked Estep 
Score: -21995386.000000 Penalty: 5993.726074
	Iteration 473Q: 3 clusters Score -2.199539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -21995408.000000 Penalty: 5993.726074
	Iteration 474Q: 3 clusters Score -2.199541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -21995388.000000 Penalty: 5993.726074
	Iteration 475Q: 3 clusters Score -2.199539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -21995384.000000 Penalty: 5993.726074
	Iteration 476Q: 3 clusters Score -2.199538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 173190 members 
Entering Unmasked Estep 
Score: -21995366.000000 Penalty: 5993.726074
	Iteration 477Q: 3 clusters Score -2.199537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -21995386.000000 Penalty: 5993.726074
	Iteration 478Q: 3 clusters Score -2.199539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 173200 members 
Entering Unmasked Estep 
Score: -21995380.000000 Penalty: 5993.726074
	Iteration 479Q: 3 clusters Score -2.199538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -21995390.000000 Penalty: 5993.726074
	Iteration 480F: 3 clusters Score -2.199539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 173205 members 
Entering Unmasked Estep 
Score: -21995388.000000 Penalty: 5993.726074
	Iteration 481Q: 3 clusters Score -2.199539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -21995388.000000 Penalty: 5993.726074
	Iteration 482Q: 3 clusters Score -2.199539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 173212 members 
Entering Unmasked Estep 
Score: -21995382.000000 Penalty: 5993.726074
	Iteration 483Q: 3 clusters Score -2.199538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 173216 members 
Entering Unmasked Estep 
Score: -21995390.000000 Penalty: 5993.726074
	Iteration 484Q: 3 clusters Score -2.199539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 173223 members 
Entering Unmasked Estep 
Score: -21995394.000000 Penalty: 5993.726074
	Iteration 485Q: 3 clusters Score -2.199539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -21995394.000000 Penalty: 5993.726074
	Iteration 486Q: 3 clusters Score -2.199539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -21995388.000000 Penalty: 5993.726074
	Iteration 487Q: 3 clusters Score -2.199539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -21995380.000000 Penalty: 5993.726074
	Iteration 488Q: 3 clusters Score -2.199538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 173259 members 
Entering Unmasked Estep 
Score: -21995386.000000 Penalty: 5993.726074
	Iteration 489Q: 3 clusters Score -2.199539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 173270 members 
Entering Unmasked Estep 
Score: -21995386.000000 Penalty: 5993.726074
	Iteration 490Q: 3 clusters Score -2.199539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 173276 members 
Entering Unmasked Estep 
Score: -21995376.000000 Penalty: 5993.726074
	Iteration 491Q: 3 clusters Score -2.199538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 173282 members 
Entering Unmasked Estep 
Score: -21995372.000000 Penalty: 5993.726074
	Iteration 492Q: 3 clusters Score -2.199537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -21995384.000000 Penalty: 5993.726074
	Iteration 493Q: 3 clusters Score -2.199538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 173290 members 
Entering Unmasked Estep 
Score: -21995374.000000 Penalty: 5993.726074
	Iteration 494Q: 3 clusters Score -2.199537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -21995374.000000 Penalty: 5993.726074
	Iteration 495Q: 3 clusters Score -2.199537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -21995364.000000 Penalty: 5993.726074
	Iteration 496Q: 3 clusters Score -2.199536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -21995364.000000 Penalty: 5993.726074
	Iteration 497Q: 3 clusters Score -2.199536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -21995364.000000 Penalty: 5993.726074
	Iteration 498Q: 3 clusters Score -2.199536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -21995348.000000 Penalty: 5993.726074
	Iteration 499Q: 3 clusters Score -2.199535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 173334 members 
Entering Unmasked Estep 
Score: -21995356.000000 Penalty: 5993.726074
	Iteration 500F: 3 clusters Score -2.199536e+07 nChanged 7
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 14 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1230497.250000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1230497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1222856.500000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1222856 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1225072.875000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1225073 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1225412.625000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1225413 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1225746.250000 Penalty: 4571.246582
	Iteration 3F: 3 clusters Score -1225746 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1226133.250000 Penalty: 4571.246582
	Iteration 4F: 3 clusters Score -1226133 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1226555.000000 Penalty: 4571.246582
	Iteration 5F: 3 clusters Score -1226555 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1226963.125000 Penalty: 4571.246582
	Iteration 6F: 3 clusters Score -1226963 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1227358.625000 Penalty: 4571.246582
	Iteration 7F: 3 clusters Score -1227359 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1227658.875000 Penalty: 4571.246582
	Iteration 8Q: 3 clusters Score -1227659 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1227866.625000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -1227867 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1228007.000000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1228007 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1228084.125000 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1228084 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1228127.500000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1228128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1228153.875000 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1228154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1228161.625000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1228162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1228171.750000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1228172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1228177.125000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1228177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1228184.750000 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1228185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1228187.500000 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1228188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1228189.000000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1228189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1228194.125000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1228194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1228198.375000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1228198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1228200.375000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1228200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1228201.125000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1228201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1228201.750000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1228202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1228204.500000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1228204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1228207.625000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1228208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1228212.250000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1228212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1228214.375000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1228214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1228216.375000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1228216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1228218.625000 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1228219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1228216.750000 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -1228217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1228218.500000 Penalty: 4571.246582
	Iteration 32Q: 3 clusters Score -1228218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1228218.500000 Penalty: 4571.246582
	Iteration 33F: 3 clusters Score -1228218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Entering Unmasked Estep 
Score: -5291360.500000 Penalty: 2645.462402
	Iteration 0F: 2 clusters Score -5291360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5262345.500000 Penalty: 5290.924805
	Iteration 0F: 3 clusters Score -5262346 nChanged 19740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -5273272.500000 Penalty: 5290.924805
	Iteration 1F: 3 clusters Score -5273272 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5273695.000000 Penalty: 5290.924805
	Iteration 2Q: 3 clusters Score -5273695 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5274116.000000 Penalty: 5290.924805
	Iteration 3Q: 3 clusters Score -5274116 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5274554.000000 Penalty: 5290.924805
	Iteration 4Q: 3 clusters Score -5274554 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5275128.500000 Penalty: 5290.924805
	Iteration 5Q: 3 clusters Score -5275128 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5275859.000000 Penalty: 5290.924805
	Iteration 6Q: 3 clusters Score -5275859 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5276932.000000 Penalty: 5290.924805
	Iteration 7Q: 3 clusters Score -5276932 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5278723.000000 Penalty: 5290.924805
	Iteration 8F: 3 clusters Score -5278723 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -5281087.000000 Penalty: 5290.924805
	Iteration 9F: 3 clusters Score -5281087 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5283475.000000 Penalty: 5290.924805
	Iteration 10F: 3 clusters Score -5283475 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5285550.500000 Penalty: 5290.924805
	Iteration 11F: 3 clusters Score -5285550 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -5286900.500000 Penalty: 5290.924805
	Iteration 12Q: 3 clusters Score -5286900 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5287868.500000 Penalty: 5290.924805
	Iteration 13Q: 3 clusters Score -5287868 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -5288397.500000 Penalty: 5290.924805
	Iteration 14Q: 3 clusters Score -5288398 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5288745.500000 Penalty: 5290.924805
	Iteration 15Q: 3 clusters Score -5288746 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5288930.500000 Penalty: 5290.924805
	Iteration 16Q: 3 clusters Score -5288930 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5289045.000000 Penalty: 5290.924805
	Iteration 17Q: 3 clusters Score -5289045 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5289120.000000 Penalty: 5290.924805
	Iteration 18Q: 3 clusters Score -5289120 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5289175.000000 Penalty: 5290.924805
	Iteration 19Q: 3 clusters Score -5289175 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5289218.000000 Penalty: 5290.924805
	Iteration 20F: 3 clusters Score -5289218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5289260.500000 Penalty: 5290.924805
	Iteration 21Q: 3 clusters Score -5289260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5289273.000000 Penalty: 5290.924805
	Iteration 22Q: 3 clusters Score -5289273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5289289.500000 Penalty: 5290.924805
	Iteration 23Q: 3 clusters Score -5289290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5289285.000000 Penalty: 5290.924805
	Iteration 24Q: 3 clusters Score -5289285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5289300.500000 Penalty: 5290.924805
	Iteration 25Q: 3 clusters Score -5289300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5289313.500000 Penalty: 5290.924805
	Iteration 26Q: 3 clusters Score -5289314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5289324.000000 Penalty: 5290.924805
	Iteration 27Q: 3 clusters Score -5289324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5289317.500000 Penalty: 5290.924805
	Iteration 28Q: 3 clusters Score -5289318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5289324.500000 Penalty: 5290.924805
	Iteration 29Q: 3 clusters Score -5289324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5289329.500000 Penalty: 5290.924805
	Iteration 30Q: 3 clusters Score -5289330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5289337.000000 Penalty: 5290.924805
	Iteration 31Q: 3 clusters Score -5289337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5289349.000000 Penalty: 5290.924805
	Iteration 32Q: 3 clusters Score -5289349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5289356.500000 Penalty: 5290.924805
	Iteration 33Q: 3 clusters Score -5289356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5289355.000000 Penalty: 5290.924805
	Iteration 34Q: 3 clusters Score -5289355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5289355.000000 Penalty: 5290.924805
	Iteration 35Q: 3 clusters Score -5289355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5289361.500000 Penalty: 5290.924805
	Iteration 36Q: 3 clusters Score -5289362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5289363.500000 Penalty: 5290.924805
	Iteration 37Q: 3 clusters Score -5289364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5289362.000000 Penalty: 5290.924805
	Iteration 38Q: 3 clusters Score -5289362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5289354.000000 Penalty: 5290.924805
	Iteration 39Q: 3 clusters Score -5289354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5289363.500000 Penalty: 5290.924805
	Iteration 40F: 3 clusters Score -5289364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5289360.000000 Penalty: 5290.924805
	Iteration 41Q: 3 clusters Score -5289360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5289357.500000 Penalty: 5290.924805
	Iteration 42Q: 3 clusters Score -5289358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5289353.000000 Penalty: 5290.924805
	Iteration 43Q: 3 clusters Score -5289353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5289353.500000 Penalty: 5290.924805
	Iteration 44Q: 3 clusters Score -5289354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5289352.500000 Penalty: 5290.924805
	Iteration 45Q: 3 clusters Score -5289352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5289355.000000 Penalty: 5290.924805
	Iteration 46Q: 3 clusters Score -5289355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5289352.000000 Penalty: 5290.924805
	Iteration 47Q: 3 clusters Score -5289352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5289362.000000 Penalty: 5290.924805
	Iteration 48Q: 3 clusters Score -5289362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5289362.000000 Penalty: 5290.924805
	Iteration 49F: 3 clusters Score -5289362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Entering Unmasked Estep 
Score: -1556059.250000 Penalty: 2345.559814
	Iteration 0F: 2 clusters Score -1556059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1546627.625000 Penalty: 4691.119629
	Iteration 0F: 3 clusters Score -1546628 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1549606.000000 Penalty: 4691.119629
	Iteration 1F: 3 clusters Score -1549606 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1550140.000000 Penalty: 4691.119629
	Iteration 2F: 3 clusters Score -1550140 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1550639.250000 Penalty: 4691.119629
	Iteration 3F: 3 clusters Score -1550639 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1551060.875000 Penalty: 4691.119629
	Iteration 4F: 3 clusters Score -1551061 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1551407.125000 Penalty: 4691.119629
	Iteration 5F: 3 clusters Score -1551407 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1551708.250000 Penalty: 4691.119629
	Iteration 6Q: 3 clusters Score -1551708 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1551960.375000 Penalty: 4691.119629
	Iteration 7Q: 3 clusters Score -1551960 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1552173.250000 Penalty: 4691.119629
	Iteration 8Q: 3 clusters Score -1552173 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1552341.375000 Penalty: 4691.119629
	Iteration 9Q: 3 clusters Score -1552341 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1552471.500000 Penalty: 4691.119629
	Iteration 10Q: 3 clusters Score -1552472 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1552588.250000 Penalty: 4691.119629
	Iteration 11Q: 3 clusters Score -1552588 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1552682.125000 Penalty: 4691.119629
	Iteration 12Q: 3 clusters Score -1552682 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1552772.875000 Penalty: 4691.119629
	Iteration 13Q: 3 clusters Score -1552773 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1552868.625000 Penalty: 4691.119629
	Iteration 14Q: 3 clusters Score -1552869 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1552952.000000 Penalty: 4691.119629
	Iteration 15Q: 3 clusters Score -1552952 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1553022.375000 Penalty: 4691.119629
	Iteration 16Q: 3 clusters Score -1553022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1553089.000000 Penalty: 4691.119629
	Iteration 17Q: 3 clusters Score -1553089 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1553145.250000 Penalty: 4691.119629
	Iteration 18Q: 3 clusters Score -1553145 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1553180.125000 Penalty: 4691.119629
	Iteration 19Q: 3 clusters Score -1553180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1553199.250000 Penalty: 4691.119629
	Iteration 20F: 3 clusters Score -1553199 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1553213.750000 Penalty: 4691.119629
	Iteration 21Q: 3 clusters Score -1553214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1553225.125000 Penalty: 4691.119629
	Iteration 22Q: 3 clusters Score -1553225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1553229.125000 Penalty: 4691.119629
	Iteration 23Q: 3 clusters Score -1553229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1553233.875000 Penalty: 4691.119629
	Iteration 24Q: 3 clusters Score -1553234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1553242.250000 Penalty: 4691.119629
	Iteration 25Q: 3 clusters Score -1553242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1553248.000000 Penalty: 4691.119629
	Iteration 26Q: 3 clusters Score -1553248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1553262.625000 Penalty: 4691.119629
	Iteration 27Q: 3 clusters Score -1553263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1553269.625000 Penalty: 4691.119629
	Iteration 28Q: 3 clusters Score -1553270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1553271.250000 Penalty: 4691.119629
	Iteration 29Q: 3 clusters Score -1553271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1553276.000000 Penalty: 4691.119629
	Iteration 30Q: 3 clusters Score -1553276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1553275.375000 Penalty: 4691.119629
	Iteration 31Q: 3 clusters Score -1553275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1553279.875000 Penalty: 4691.119629
	Iteration 32Q: 3 clusters Score -1553280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1553284.250000 Penalty: 4691.119629
	Iteration 33Q: 3 clusters Score -1553284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1553292.750000 Penalty: 4691.119629
	Iteration 34Q: 3 clusters Score -1553293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1553297.625000 Penalty: 4691.119629
	Iteration 35Q: 3 clusters Score -1553298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1553296.625000 Penalty: 4691.119629
	Iteration 36Q: 3 clusters Score -1553297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1553300.000000 Penalty: 4691.119629
	Iteration 37Q: 3 clusters Score -1553300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1553297.375000 Penalty: 4691.119629
	Iteration 38Q: 3 clusters Score -1553297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1553302.625000 Penalty: 4691.119629
	Iteration 39Q: 3 clusters Score -1553303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1553305.375000 Penalty: 4691.119629
	Iteration 40F: 3 clusters Score -1553305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1553305.250000 Penalty: 4691.119629
	Iteration 41Q: 3 clusters Score -1553305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1553307.750000 Penalty: 4691.119629
	Iteration 42Q: 3 clusters Score -1553308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1553309.625000 Penalty: 4691.119629
	Iteration 43Q: 3 clusters Score -1553310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1553309.125000 Penalty: 4691.119629
	Iteration 44Q: 3 clusters Score -1553309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1553307.625000 Penalty: 4691.119629
	Iteration 45Q: 3 clusters Score -1553308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1553313.250000 Penalty: 4691.119629
	Iteration 46Q: 3 clusters Score -1553313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1553311.625000 Penalty: 4691.119629
	Iteration 47Q: 3 clusters Score -1553312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1553315.250000 Penalty: 4691.119629
	Iteration 48Q: 3 clusters Score -1553315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1553319.125000 Penalty: 4691.119629
	Iteration 49Q: 3 clusters Score -1553319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1553321.500000 Penalty: 4691.119629
	Iteration 50Q: 3 clusters Score -1553322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1553324.875000 Penalty: 4691.119629
	Iteration 51Q: 3 clusters Score -1553325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1553327.875000 Penalty: 4691.119629
	Iteration 52Q: 3 clusters Score -1553328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1553324.000000 Penalty: 4691.119629
	Iteration 53Q: 3 clusters Score -1553324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1553326.125000 Penalty: 4691.119629
	Iteration 54Q: 3 clusters Score -1553326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1553327.250000 Penalty: 4691.119629
	Iteration 55Q: 3 clusters Score -1553327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1553331.000000 Penalty: 4691.119629
	Iteration 56Q: 3 clusters Score -1553331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1553332.000000 Penalty: 4691.119629
	Iteration 57Q: 3 clusters Score -1553332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1553331.375000 Penalty: 4691.119629
	Iteration 58Q: 3 clusters Score -1553331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1553330.500000 Penalty: 4691.119629
	Iteration 59Q: 3 clusters Score -1553330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1553327.625000 Penalty: 4691.119629
	Iteration 60F: 3 clusters Score -1553328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1553330.750000 Penalty: 4691.119629
	Iteration 61Q: 3 clusters Score -1553331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1553332.000000 Penalty: 4691.119629
	Iteration 62Q: 3 clusters Score -1553332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1553334.875000 Penalty: 4691.119629
	Iteration 63Q: 3 clusters Score -1553335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1553330.250000 Penalty: 4691.119629
	Iteration 64Q: 3 clusters Score -1553330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1553331.125000 Penalty: 4691.119629
	Iteration 65Q: 3 clusters Score -1553331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1553329.375000 Penalty: 4691.119629
	Iteration 66Q: 3 clusters Score -1553329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1553331.375000 Penalty: 4691.119629
	Iteration 67Q: 3 clusters Score -1553331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1553333.250000 Penalty: 4691.119629
	Iteration 68Q: 3 clusters Score -1553333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1553333.625000 Penalty: 4691.119629
	Iteration 69Q: 3 clusters Score -1553334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1553333.625000 Penalty: 4691.119629
	Iteration 70F: 3 clusters Score -1553334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Entering Unmasked Estep 
Score: -7019413.000000 Penalty: 2716.958984
	Iteration 0F: 2 clusters Score -7019413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6980848.500000 Penalty: 5433.917969
	Iteration 0F: 3 clusters Score -6980848 nChanged 26693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -6996143.500000 Penalty: 5433.917969
	Iteration 1F: 3 clusters Score -6996144 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -6997524.000000 Penalty: 5433.917969
	Iteration 2F: 3 clusters Score -6997524 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -6999994.500000 Penalty: 5433.917969
	Iteration 3F: 3 clusters Score -6999994 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -7003697.000000 Penalty: 5433.917969
	Iteration 4F: 3 clusters Score -7003697 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7007448.500000 Penalty: 5433.917969
	Iteration 5F: 3 clusters Score -7007448 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -7009935.000000 Penalty: 5433.917969
	Iteration 6F: 3 clusters Score -7009935 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -7011267.000000 Penalty: 5433.917969
	Iteration 7F: 3 clusters Score -7011267 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -7011852.000000 Penalty: 5433.917969
	Iteration 8Q: 3 clusters Score -7011852 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -7012254.000000 Penalty: 5433.917969
	Iteration 9Q: 3 clusters Score -7012254 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -7012579.500000 Penalty: 5433.917969
	Iteration 10Q: 3 clusters Score -7012580 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -7012789.500000 Penalty: 5433.917969
	Iteration 11Q: 3 clusters Score -7012790 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -7013119.000000 Penalty: 5433.917969
	Iteration 12Q: 3 clusters Score -7013119 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -7013439.500000 Penalty: 5433.917969
	Iteration 13Q: 3 clusters Score -7013440 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -7013766.500000 Penalty: 5433.917969
	Iteration 14Q: 3 clusters Score -7013766 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -7014191.000000 Penalty: 5433.917969
	Iteration 15Q: 3 clusters Score -7014191 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -7014598.000000 Penalty: 5433.917969
	Iteration 16Q: 3 clusters Score -7014598 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -7015058.500000 Penalty: 5433.917969
	Iteration 17Q: 3 clusters Score -7015058 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -7015510.000000 Penalty: 5433.917969
	Iteration 18Q: 3 clusters Score -7015510 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -7015927.000000 Penalty: 5433.917969
	Iteration 19Q: 3 clusters Score -7015927 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -7016257.500000 Penalty: 5433.917969
	Iteration 20F: 3 clusters Score -7016258 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -7016600.500000 Penalty: 5433.917969
	Iteration 21Q: 3 clusters Score -7016600 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -7016886.500000 Penalty: 5433.917969
	Iteration 22Q: 3 clusters Score -7016886 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -7017093.000000 Penalty: 5433.917969
	Iteration 23Q: 3 clusters Score -7017093 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -7017287.500000 Penalty: 5433.917969
	Iteration 24Q: 3 clusters Score -7017288 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7017410.000000 Penalty: 5433.917969
	Iteration 25Q: 3 clusters Score -7017410 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -7017542.500000 Penalty: 5433.917969
	Iteration 26Q: 3 clusters Score -7017542 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -7017656.500000 Penalty: 5433.917969
	Iteration 27Q: 3 clusters Score -7017656 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -7017749.000000 Penalty: 5433.917969
	Iteration 28Q: 3 clusters Score -7017749 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -7017856.000000 Penalty: 5433.917969
	Iteration 29Q: 3 clusters Score -7017856 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -7017919.500000 Penalty: 5433.917969
	Iteration 30Q: 3 clusters Score -7017920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -7017956.000000 Penalty: 5433.917969
	Iteration 31Q: 3 clusters Score -7017956 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -7017985.000000 Penalty: 5433.917969
	Iteration 32Q: 3 clusters Score -7017985 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -7018008.000000 Penalty: 5433.917969
	Iteration 33Q: 3 clusters Score -7018008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -7018047.000000 Penalty: 5433.917969
	Iteration 34Q: 3 clusters Score -7018047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -7018053.000000 Penalty: 5433.917969
	Iteration 35Q: 3 clusters Score -7018053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -7018075.000000 Penalty: 5433.917969
	Iteration 36Q: 3 clusters Score -7018075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7018114.000000 Penalty: 5433.917969
	Iteration 37Q: 3 clusters Score -7018114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -7018147.500000 Penalty: 5433.917969
	Iteration 38Q: 3 clusters Score -7018148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -7018155.500000 Penalty: 5433.917969
	Iteration 39Q: 3 clusters Score -7018156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -7018159.000000 Penalty: 5433.917969
	Iteration 40F: 3 clusters Score -7018159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7018162.500000 Penalty: 5433.917969
	Iteration 41Q: 3 clusters Score -7018162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -7018169.500000 Penalty: 5433.917969
	Iteration 42Q: 3 clusters Score -7018170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -7018180.500000 Penalty: 5433.917969
	Iteration 43Q: 3 clusters Score -7018180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -7018180.500000 Penalty: 5433.917969
	Iteration 44Q: 3 clusters Score -7018180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7018173.000000 Penalty: 5433.917969
	Iteration 45Q: 3 clusters Score -7018173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -7018181.000000 Penalty: 5433.917969
	Iteration 46Q: 3 clusters Score -7018181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -7018184.000000 Penalty: 5433.917969
	Iteration 47Q: 3 clusters Score -7018184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -7018185.000000 Penalty: 5433.917969
	Iteration 48Q: 3 clusters Score -7018185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -7018180.500000 Penalty: 5433.917969
	Iteration 49Q: 3 clusters Score -7018180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -7018182.000000 Penalty: 5433.917969
	Iteration 50Q: 3 clusters Score -7018182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -7018184.000000 Penalty: 5433.917969
	Iteration 51Q: 3 clusters Score -7018184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -7018186.000000 Penalty: 5433.917969
	Iteration 52Q: 3 clusters Score -7018186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -7018198.000000 Penalty: 5433.917969
	Iteration 53Q: 3 clusters Score -7018198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -7018199.500000 Penalty: 5433.917969
	Iteration 54Q: 3 clusters Score -7018200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7018192.000000 Penalty: 5433.917969
	Iteration 55Q: 3 clusters Score -7018192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7018191.000000 Penalty: 5433.917969
	Iteration 56Q: 3 clusters Score -7018191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -7018186.500000 Penalty: 5433.917969
	Iteration 57Q: 3 clusters Score -7018186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -7018185.000000 Penalty: 5433.917969
	Iteration 58Q: 3 clusters Score -7018185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -7018190.000000 Penalty: 5433.917969
	Iteration 59Q: 3 clusters Score -7018190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -7018197.000000 Penalty: 5433.917969
	Iteration 60F: 3 clusters Score -7018197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -7018190.000000 Penalty: 5433.917969
	Iteration 61Q: 3 clusters Score -7018190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -7018184.000000 Penalty: 5433.917969
	Iteration 62Q: 3 clusters Score -7018184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -7018184.000000 Penalty: 5433.917969
	Iteration 63F: 3 clusters Score -7018184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (148853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Entering Unmasked Estep 
Score: -18539820.000000 Penalty: 2953.857178
	Iteration 0F: 2 clusters Score -1.853982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -18440382.000000 Penalty: 5907.714355
	Iteration 0F: 3 clusters Score -1.844038e+07 nChanged 71037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -18481292.000000 Penalty: 5907.714355
	Iteration 1F: 3 clusters Score -1.848129e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -18482808.000000 Penalty: 5907.714355
	Iteration 2Q: 3 clusters Score -1.848281e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -18485076.000000 Penalty: 5907.714355
	Iteration 3Q: 3 clusters Score -1.848508e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -18489340.000000 Penalty: 5907.714355
	Iteration 4F: 3 clusters Score -1.848934e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -18496434.000000 Penalty: 5907.714355
	Iteration 5F: 3 clusters Score -1.849643e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -18506288.000000 Penalty: 5907.714355
	Iteration 6F: 3 clusters Score -1.850629e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -18517034.000000 Penalty: 5907.714355
	Iteration 7F: 3 clusters Score -1.851703e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -18526116.000000 Penalty: 5907.714355
	Iteration 8F: 3 clusters Score -1.852612e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -18532192.000000 Penalty: 5907.714355
	Iteration 9Q: 3 clusters Score -1.853219e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -18535318.000000 Penalty: 5907.714355
	Iteration 10Q: 3 clusters Score -1.853532e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -18536404.000000 Penalty: 5907.714355
	Iteration 11Q: 3 clusters Score -1.85364e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -18536856.000000 Penalty: 5907.714355
	Iteration 12Q: 3 clusters Score -1.853686e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 148400 members 
Entering Unmasked Estep 
Score: -18537038.000000 Penalty: 5907.714355
	Iteration 13Q: 3 clusters Score -1.853704e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 148461 members 
Entering Unmasked Estep 
Score: -18537148.000000 Penalty: 5907.714355
	Iteration 14Q: 3 clusters Score -1.853715e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -18537200.000000 Penalty: 5907.714355
	Iteration 15Q: 3 clusters Score -1.85372e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -18537232.000000 Penalty: 5907.714355
	Iteration 16Q: 3 clusters Score -1.853723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 148528 members 
Entering Unmasked Estep 
Score: -18537272.000000 Penalty: 5907.714355
	Iteration 17Q: 3 clusters Score -1.853727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -18537286.000000 Penalty: 5907.714355
	Iteration 18Q: 3 clusters Score -1.853729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -18537292.000000 Penalty: 5907.714355
	Iteration 19Q: 3 clusters Score -1.853729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 148540 members 
Entering Unmasked Estep 
Score: -18537278.000000 Penalty: 5907.714355
	Iteration 20F: 3 clusters Score -1.853728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 148540 members 
Entering Unmasked Estep 
Score: -18537286.000000 Penalty: 5907.714355
	Iteration 21Q: 3 clusters Score -1.853729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 148540 members 
Entering Unmasked Estep 
Score: -18537286.000000 Penalty: 5907.714355
	Iteration 22F: 3 clusters Score -1.853729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -49081.363281 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -49081.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47660.574219 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -47660.57 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48141.062500 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -48141.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48336.621094 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -48336.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48592.902344 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -48592.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48772.382812 Penalty: 3081.452637
	Iteration 4F: 3 clusters Score -48772.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48908.351562 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -48908.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49026.113281 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -49026.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49088.945312 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -49088.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49109.703125 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -49109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49111.562500 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -49111.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49111.562500 Penalty: 3081.452637
	Iteration 10F: 3 clusters Score -49111.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17260 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 43219 members 
Mstep: Class 7 contains 120358 members 
Mstep: Class 8 contains 16976 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 30301 members 
Mstep: Class 13 contains 177039 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 42924 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 57267 members 
Mstep: Class 18 contains 148853 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 20140 members 
Mstep: Class 21 contains 80256 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 155193 members 
Mstep: Class 24 contains 27838 members 
Mstep: Class 25 contains 10732 members 
Mstep: Class 26 contains 2134 members 
Mstep: Class 27 contains 223 members 
Entering Unmasked Estep 
Score: -124207192.000000 Penalty: 92743.140625
Splitting cluster 19 changes total score from -124209272.000000 to -124207192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (20140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Entering Unmasked Estep 
Score: -2465393.000000 Penalty: 2457.794922
	Iteration 0F: 2 clusters Score -2465393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2451341.750000 Penalty: 4915.589844
	Iteration 0F: 3 clusters Score -2451342 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2456341.000000 Penalty: 4915.589844
	Iteration 1F: 3 clusters Score -2456341 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2456847.000000 Penalty: 4915.589844
	Iteration 2F: 3 clusters Score -2456847 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2457288.000000 Penalty: 4915.589844
	Iteration 3Q: 3 clusters Score -2457288 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2457745.000000 Penalty: 4915.589844
	Iteration 4Q: 3 clusters Score -2457745 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2458240.750000 Penalty: 4915.589844
	Iteration 5Q: 3 clusters Score -2458241 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2458840.250000 Penalty: 4915.589844
	Iteration 6F: 3 clusters Score -2458840 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2459534.000000 Penalty: 4915.589844
	Iteration 7F: 3 clusters Score -2459534 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2460307.250000 Penalty: 4915.589844
	Iteration 8F: 3 clusters Score -2460307 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2460972.250000 Penalty: 4915.589844
	Iteration 9F: 3 clusters Score -2460972 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2461542.000000 Penalty: 4915.589844
	Iteration 10Q: 3 clusters Score -2461542 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2461961.500000 Penalty: 4915.589844
	Iteration 11Q: 3 clusters Score -2461962 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2462296.250000 Penalty: 4915.589844
	Iteration 12Q: 3 clusters Score -2462296 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2462539.000000 Penalty: 4915.589844
	Iteration 13Q: 3 clusters Score -2462539 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2462688.250000 Penalty: 4915.589844
	Iteration 14Q: 3 clusters Score -2462688 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2462804.250000 Penalty: 4915.589844
	Iteration 15Q: 3 clusters Score -2462804 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2462897.500000 Penalty: 4915.589844
	Iteration 16Q: 3 clusters Score -2462898 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2462979.250000 Penalty: 4915.589844
	Iteration 17Q: 3 clusters Score -2462979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2463042.750000 Penalty: 4915.589844
	Iteration 18Q: 3 clusters Score -2463043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2463081.750000 Penalty: 4915.589844
	Iteration 19Q: 3 clusters Score -2463082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2463118.750000 Penalty: 4915.589844
	Iteration 20F: 3 clusters Score -2463119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2463158.250000 Penalty: 4915.589844
	Iteration 21Q: 3 clusters Score -2463158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2463182.500000 Penalty: 4915.589844
	Iteration 22Q: 3 clusters Score -2463182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2463201.750000 Penalty: 4915.589844
	Iteration 23Q: 3 clusters Score -2463202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2463215.000000 Penalty: 4915.589844
	Iteration 24Q: 3 clusters Score -2463215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2463239.750000 Penalty: 4915.589844
	Iteration 25Q: 3 clusters Score -2463240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2463256.250000 Penalty: 4915.589844
	Iteration 26Q: 3 clusters Score -2463256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2463266.500000 Penalty: 4915.589844
	Iteration 27Q: 3 clusters Score -2463266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2463278.250000 Penalty: 4915.589844
	Iteration 28Q: 3 clusters Score -2463278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2463293.000000 Penalty: 4915.589844
	Iteration 29Q: 3 clusters Score -2463293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2463310.500000 Penalty: 4915.589844
	Iteration 30Q: 3 clusters Score -2463310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2463313.500000 Penalty: 4915.589844
	Iteration 31Q: 3 clusters Score -2463314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2463320.500000 Penalty: 4915.589844
	Iteration 32Q: 3 clusters Score -2463320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2463320.750000 Penalty: 4915.589844
	Iteration 33Q: 3 clusters Score -2463321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2463324.000000 Penalty: 4915.589844
	Iteration 34Q: 3 clusters Score -2463324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2463323.500000 Penalty: 4915.589844
	Iteration 35Q: 3 clusters Score -2463324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2463326.750000 Penalty: 4915.589844
	Iteration 36Q: 3 clusters Score -2463327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2463332.000000 Penalty: 4915.589844
	Iteration 37Q: 3 clusters Score -2463332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2463334.250000 Penalty: 4915.589844
	Iteration 38Q: 3 clusters Score -2463334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2463334.000000 Penalty: 4915.589844
	Iteration 39Q: 3 clusters Score -2463334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2463334.000000 Penalty: 4915.589844
	Iteration 40F: 3 clusters Score -2463334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Entering Unmasked Estep 
Score: -9551061.000000 Penalty: 2800.658203
	Iteration 0F: 2 clusters Score -9551061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -9497413.000000 Penalty: 5601.316406
	Iteration 0F: 3 clusters Score -9497413 nChanged 37917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -9519292.000000 Penalty: 5601.316406
	Iteration 1F: 3 clusters Score -9519292 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -9520349.000000 Penalty: 5601.316406
	Iteration 2Q: 3 clusters Score -9520349 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -9521545.000000 Penalty: 5601.316406
	Iteration 3Q: 3 clusters Score -9521545 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -9523148.000000 Penalty: 5601.316406
	Iteration 4Q: 3 clusters Score -9523148 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9524896.000000 Penalty: 5601.316406
	Iteration 5Q: 3 clusters Score -9524896 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -9527090.000000 Penalty: 5601.316406
	Iteration 6F: 3 clusters Score -9527090 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -9529732.000000 Penalty: 5601.316406
	Iteration 7F: 3 clusters Score -9529732 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -9532662.000000 Penalty: 5601.316406
	Iteration 8F: 3 clusters Score -9532662 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -9535966.000000 Penalty: 5601.316406
	Iteration 9F: 3 clusters Score -9535966 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -9539156.000000 Penalty: 5601.316406
	Iteration 10F: 3 clusters Score -9539156 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -9541062.000000 Penalty: 5601.316406
	Iteration 11Q: 3 clusters Score -9541062 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -9542081.000000 Penalty: 5601.316406
	Iteration 12Q: 3 clusters Score -9542081 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -9542492.000000 Penalty: 5601.316406
	Iteration 13Q: 3 clusters Score -9542492 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -9542815.000000 Penalty: 5601.316406
	Iteration 14Q: 3 clusters Score -9542815 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -9543064.000000 Penalty: 5601.316406
	Iteration 15Q: 3 clusters Score -9543064 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -9543299.000000 Penalty: 5601.316406
	Iteration 16Q: 3 clusters Score -9543299 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -9543371.000000 Penalty: 5601.316406
	Iteration 17Q: 3 clusters Score -9543371 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -9543476.000000 Penalty: 5601.316406
	Iteration 18Q: 3 clusters Score -9543476 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -9543587.000000 Penalty: 5601.316406
	Iteration 19Q: 3 clusters Score -9543587 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -9543686.000000 Penalty: 5601.316406
	Iteration 20F: 3 clusters Score -9543686 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9543812.000000 Penalty: 5601.316406
	Iteration 21Q: 3 clusters Score -9543812 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -9543878.000000 Penalty: 5601.316406
	Iteration 22Q: 3 clusters Score -9543878 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -9544016.000000 Penalty: 5601.316406
	Iteration 23Q: 3 clusters Score -9544016 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -9544102.000000 Penalty: 5601.316406
	Iteration 24Q: 3 clusters Score -9544102 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -9544196.000000 Penalty: 5601.316406
	Iteration 25Q: 3 clusters Score -9544196 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -9544336.000000 Penalty: 5601.316406
	Iteration 26Q: 3 clusters Score -9544336 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -9544448.000000 Penalty: 5601.316406
	Iteration 27Q: 3 clusters Score -9544448 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -9544527.000000 Penalty: 5601.316406
	Iteration 28Q: 3 clusters Score -9544527 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -9544673.000000 Penalty: 5601.316406
	Iteration 29Q: 3 clusters Score -9544673 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -9544771.000000 Penalty: 5601.316406
	Iteration 30Q: 3 clusters Score -9544771 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -9544904.000000 Penalty: 5601.316406
	Iteration 31Q: 3 clusters Score -9544904 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -9545060.000000 Penalty: 5601.316406
	Iteration 32Q: 3 clusters Score -9545060 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -9545234.000000 Penalty: 5601.316406
	Iteration 33Q: 3 clusters Score -9545234 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -9545394.000000 Penalty: 5601.316406
	Iteration 34Q: 3 clusters Score -9545394 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -9545521.000000 Penalty: 5601.316406
	Iteration 35Q: 3 clusters Score -9545521 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -9545671.000000 Penalty: 5601.316406
	Iteration 36Q: 3 clusters Score -9545671 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -9545817.000000 Penalty: 5601.316406
	Iteration 37Q: 3 clusters Score -9545817 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -9546045.000000 Penalty: 5601.316406
	Iteration 38Q: 3 clusters Score -9546045 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -9546245.000000 Penalty: 5601.316406
	Iteration 39Q: 3 clusters Score -9546245 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -9546432.000000 Penalty: 5601.316406
	Iteration 40F: 3 clusters Score -9546432 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -9546610.000000 Penalty: 5601.316406
	Iteration 41Q: 3 clusters Score -9546610 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -9546889.000000 Penalty: 5601.316406
	Iteration 42Q: 3 clusters Score -9546889 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -9547147.000000 Penalty: 5601.316406
	Iteration 43Q: 3 clusters Score -9547147 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -9547347.000000 Penalty: 5601.316406
	Iteration 44Q: 3 clusters Score -9547347 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -9547575.000000 Penalty: 5601.316406
	Iteration 45Q: 3 clusters Score -9547575 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -9547783.000000 Penalty: 5601.316406
	Iteration 46Q: 3 clusters Score -9547783 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -9548002.000000 Penalty: 5601.316406
	Iteration 47Q: 3 clusters Score -9548002 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -9548232.000000 Penalty: 5601.316406
	Iteration 48Q: 3 clusters Score -9548232 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -9548452.000000 Penalty: 5601.316406
	Iteration 49Q: 3 clusters Score -9548452 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -9548627.000000 Penalty: 5601.316406
	Iteration 50Q: 3 clusters Score -9548627 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -9548801.000000 Penalty: 5601.316406
	Iteration 51Q: 3 clusters Score -9548801 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -9548951.000000 Penalty: 5601.316406
	Iteration 52Q: 3 clusters Score -9548951 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -9549081.000000 Penalty: 5601.316406
	Iteration 53Q: 3 clusters Score -9549081 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -9549168.000000 Penalty: 5601.316406
	Iteration 54Q: 3 clusters Score -9549168 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -9549293.000000 Penalty: 5601.316406
	Iteration 55Q: 3 clusters Score -9549293 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -9549396.000000 Penalty: 5601.316406
	Iteration 56Q: 3 clusters Score -9549396 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -9549446.000000 Penalty: 5601.316406
	Iteration 57Q: 3 clusters Score -9549446 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -9549547.000000 Penalty: 5601.316406
	Iteration 58Q: 3 clusters Score -9549547 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -9549590.000000 Penalty: 5601.316406
	Iteration 59Q: 3 clusters Score -9549590 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -9549664.000000 Penalty: 5601.316406
	Iteration 60F: 3 clusters Score -9549664 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9549719.000000 Penalty: 5601.316406
	Iteration 61Q: 3 clusters Score -9549719 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9549791.000000 Penalty: 5601.316406
	Iteration 62Q: 3 clusters Score -9549791 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -9549837.000000 Penalty: 5601.316406
	Iteration 63Q: 3 clusters Score -9549837 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9549862.000000 Penalty: 5601.316406
	Iteration 64Q: 3 clusters Score -9549862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9549894.000000 Penalty: 5601.316406
	Iteration 65Q: 3 clusters Score -9549894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9549942.000000 Penalty: 5601.316406
	Iteration 66Q: 3 clusters Score -9549942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9549971.000000 Penalty: 5601.316406
	Iteration 67Q: 3 clusters Score -9549971 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9550020.000000 Penalty: 5601.316406
	Iteration 68Q: 3 clusters Score -9550020 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9550061.000000 Penalty: 5601.316406
	Iteration 69Q: 3 clusters Score -9550061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -9550089.000000 Penalty: 5601.316406
	Iteration 70Q: 3 clusters Score -9550089 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -9550157.000000 Penalty: 5601.316406
	Iteration 71Q: 3 clusters Score -9550157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9550249.000000 Penalty: 5601.316406
	Iteration 72Q: 3 clusters Score -9550249 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -9550394.000000 Penalty: 5601.316406
	Iteration 73Q: 3 clusters Score -9550394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9550613.000000 Penalty: 5601.316406
	Iteration 74Q: 3 clusters Score -9550613 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9550810.000000 Penalty: 5601.316406
	Iteration 75Q: 3 clusters Score -9550810 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -9550907.000000 Penalty: 5601.316406
	Iteration 76Q: 3 clusters Score -9550907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9550922.000000 Penalty: 5601.316406
	Iteration 77Q: 3 clusters Score -9550922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -9550954.000000 Penalty: 5601.316406
	Iteration 78Q: 3 clusters Score -9550954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9550964.000000 Penalty: 5601.316406
	Iteration 79Q: 3 clusters Score -9550964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -9550972.000000 Penalty: 5601.316406
	Iteration 80F: 3 clusters Score -9550972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9550994.000000 Penalty: 5601.316406
	Iteration 81Q: 3 clusters Score -9550994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9551001.000000 Penalty: 5601.316406
	Iteration 82Q: 3 clusters Score -9551001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -9551010.000000 Penalty: 5601.316406
	Iteration 83Q: 3 clusters Score -9551010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9551004.000000 Penalty: 5601.316406
	Iteration 84Q: 3 clusters Score -9551004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9551000.000000 Penalty: 5601.316406
	Iteration 85Q: 3 clusters Score -9551000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -9550999.000000 Penalty: 5601.316406
	Iteration 86Q: 3 clusters Score -9550999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9551000.000000 Penalty: 5601.316406
	Iteration 87Q: 3 clusters Score -9551000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9551000.000000 Penalty: 5601.316406
	Iteration 88Q: 3 clusters Score -9551000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9550993.000000 Penalty: 5601.316406
	Iteration 89Q: 3 clusters Score -9550993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9550993.000000 Penalty: 5601.316406
	Iteration 90Q: 3 clusters Score -9550993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9550992.000000 Penalty: 5601.316406
	Iteration 91Q: 3 clusters Score -9550992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9550988.000000 Penalty: 5601.316406
	Iteration 92Q: 3 clusters Score -9550988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9551003.000000 Penalty: 5601.316406
	Iteration 93Q: 3 clusters Score -9551003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9551004.000000 Penalty: 5601.316406
	Iteration 94Q: 3 clusters Score -9551004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9551004.000000 Penalty: 5601.316406
	Iteration 95F: 3 clusters Score -9551004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -712569.437500 Penalty: 2153.941162
	Iteration 0F: 2 clusters Score -712569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -707497.437500 Penalty: 4307.882324
	Iteration 0F: 3 clusters Score -707497.4 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -708830.000000 Penalty: 4307.882324
	Iteration 1F: 3 clusters Score -708830 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -709127.500000 Penalty: 4307.882324
	Iteration 2F: 3 clusters Score -709127.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -709368.187500 Penalty: 4307.882324
	Iteration 3F: 3 clusters Score -709368.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -709666.375000 Penalty: 4307.882324
	Iteration 4F: 3 clusters Score -709666.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -709970.187500 Penalty: 4307.882324
	Iteration 5F: 3 clusters Score -709970.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -710244.562500 Penalty: 4307.882324
	Iteration 6F: 3 clusters Score -710244.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -710430.187500 Penalty: 4307.882324
	Iteration 7Q: 3 clusters Score -710430.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -710576.562500 Penalty: 4307.882324
	Iteration 8Q: 3 clusters Score -710576.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -710688.562500 Penalty: 4307.882324
	Iteration 9Q: 3 clusters Score -710688.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -710790.437500 Penalty: 4307.882324
	Iteration 10Q: 3 clusters Score -710790.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -710866.062500 Penalty: 4307.882324
	Iteration 11Q: 3 clusters Score -710866.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -710921.187500 Penalty: 4307.882324
	Iteration 12Q: 3 clusters Score -710921.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -710972.437500 Penalty: 4307.882324
	Iteration 13Q: 3 clusters Score -710972.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -711018.875000 Penalty: 4307.882324
	Iteration 14Q: 3 clusters Score -711018.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -711062.062500 Penalty: 4307.882324
	Iteration 15Q: 3 clusters Score -711062.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -711111.187500 Penalty: 4307.882324
	Iteration 16Q: 3 clusters Score -711111.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -711163.625000 Penalty: 4307.882324
	Iteration 17Q: 3 clusters Score -711163.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -711224.187500 Penalty: 4307.882324
	Iteration 18Q: 3 clusters Score -711224.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -711274.375000 Penalty: 4307.882324
	Iteration 19Q: 3 clusters Score -711274.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -711328.750000 Penalty: 4307.882324
	Iteration 20F: 3 clusters Score -711328.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -711397.187500 Penalty: 4307.882324
	Iteration 21Q: 3 clusters Score -711397.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -711492.187500 Penalty: 4307.882324
	Iteration 22Q: 3 clusters Score -711492.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -711588.750000 Penalty: 4307.882324
	Iteration 23Q: 3 clusters Score -711588.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -711663.500000 Penalty: 4307.882324
	Iteration 24Q: 3 clusters Score -711663.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -711747.000000 Penalty: 4307.882324
	Iteration 25Q: 3 clusters Score -711747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -711831.937500 Penalty: 4307.882324
	Iteration 26Q: 3 clusters Score -711831.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -711914.062500 Penalty: 4307.882324
	Iteration 27Q: 3 clusters Score -711914.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -711981.687500 Penalty: 4307.882324
	Iteration 28Q: 3 clusters Score -711981.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -712038.687500 Penalty: 4307.882324
	Iteration 29Q: 3 clusters Score -712038.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -712072.062500 Penalty: 4307.882324
	Iteration 30Q: 3 clusters Score -712072.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -712095.000000 Penalty: 4307.882324
	Iteration 31Q: 3 clusters Score -712095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -712105.937500 Penalty: 4307.882324
	Iteration 32Q: 3 clusters Score -712105.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -712115.937500 Penalty: 4307.882324
	Iteration 33Q: 3 clusters Score -712115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -712124.812500 Penalty: 4307.882324
	Iteration 34Q: 3 clusters Score -712124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -712128.125000 Penalty: 4307.882324
	Iteration 35Q: 3 clusters Score -712128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712129.125000 Penalty: 4307.882324
	Iteration 36Q: 3 clusters Score -712129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -712128.812500 Penalty: 4307.882324
	Iteration 37Q: 3 clusters Score -712128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712132.625000 Penalty: 4307.882324
	Iteration 38Q: 3 clusters Score -712132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -712131.375000 Penalty: 4307.882324
	Iteration 39Q: 3 clusters Score -712131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712135.125000 Penalty: 4307.882324
	Iteration 40F: 3 clusters Score -712135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -712136.625000 Penalty: 4307.882324
	Iteration 41Q: 3 clusters Score -712136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712136.562500 Penalty: 4307.882324
	Iteration 42Q: 3 clusters Score -712136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -712138.000000 Penalty: 4307.882324
	Iteration 43Q: 3 clusters Score -712138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712138.375000 Penalty: 4307.882324
	Iteration 44Q: 3 clusters Score -712138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -712140.187500 Penalty: 4307.882324
	Iteration 45Q: 3 clusters Score -712140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -712141.437500 Penalty: 4307.882324
	Iteration 46Q: 3 clusters Score -712141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -712141.562500 Penalty: 4307.882324
	Iteration 47Q: 3 clusters Score -712141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712141.875000 Penalty: 4307.882324
	Iteration 48Q: 3 clusters Score -712141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712141.875000 Penalty: 4307.882324
	Iteration 49F: 3 clusters Score -712141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (155193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155193 members 
Entering Unmasked Estep 
Score: -19270894.000000 Penalty: 2964.201416
	Iteration 0F: 2 clusters Score -1.927089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -19167140.000000 Penalty: 5928.402832
	Iteration 0F: 3 clusters Score -1.916714e+07 nChanged 74064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -19210166.000000 Penalty: 5928.402832
	Iteration 1F: 3 clusters Score -1.921017e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -19211800.000000 Penalty: 5928.402832
	Iteration 2Q: 3 clusters Score -1.92118e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -19214618.000000 Penalty: 5928.402832
	Iteration 3Q: 3 clusters Score -1.921462e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -19219904.000000 Penalty: 5928.402832
	Iteration 4F: 3 clusters Score -1.92199e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -19229702.000000 Penalty: 5928.402832
	Iteration 5F: 3 clusters Score -1.92297e+07 nChanged 14647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 128021 members 
Entering Unmasked Estep 
Score: -19243062.000000 Penalty: 5928.402832
	Iteration 6F: 3 clusters Score -1.924306e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 140535 members 
Entering Unmasked Estep 
Score: -19255414.000000 Penalty: 5928.402832
	Iteration 7F: 3 clusters Score -1.925541e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 148391 members 
Entering Unmasked Estep 
Score: -19263214.000000 Penalty: 5928.402832
	Iteration 8F: 3 clusters Score -1.926321e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -19266364.000000 Penalty: 5928.402832
	Iteration 9Q: 3 clusters Score -1.926636e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 153577 members 
Entering Unmasked Estep 
Score: -19267556.000000 Penalty: 5928.402832
	Iteration 10Q: 3 clusters Score -1.926756e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -19267992.000000 Penalty: 5928.402832
	Iteration 11Q: 3 clusters Score -1.926799e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -19268144.000000 Penalty: 5928.402832
	Iteration 12Q: 3 clusters Score -1.926814e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -19268258.000000 Penalty: 5928.402832
	Iteration 13Q: 3 clusters Score -1.926826e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 154562 members 
Entering Unmasked Estep 
Score: -19268314.000000 Penalty: 5928.402832
	Iteration 14Q: 3 clusters Score -1.926831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 154597 members 
Entering Unmasked Estep 
Score: -19268342.000000 Penalty: 5928.402832
	Iteration 15Q: 3 clusters Score -1.926834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 154626 members 
Entering Unmasked Estep 
Score: -19268356.000000 Penalty: 5928.402832
	Iteration 16Q: 3 clusters Score -1.926836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 154644 members 
Entering Unmasked Estep 
Score: -19268370.000000 Penalty: 5928.402832
	Iteration 17Q: 3 clusters Score -1.926837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -19268366.000000 Penalty: 5928.402832
	Iteration 18Q: 3 clusters Score -1.926837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -19268372.000000 Penalty: 5928.402832
	Iteration 19Q: 3 clusters Score -1.926837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -19268392.000000 Penalty: 5928.402832
	Iteration 20F: 3 clusters Score -1.926839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 154670 members 
Entering Unmasked Estep 
Score: -19268386.000000 Penalty: 5928.402832
	Iteration 21Q: 3 clusters Score -1.926839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 154672 members 
Entering Unmasked Estep 
Score: -19268398.000000 Penalty: 5928.402832
	Iteration 22Q: 3 clusters Score -1.92684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 154675 members 
Entering Unmasked Estep 
Score: -19268394.000000 Penalty: 5928.402832
	Iteration 23Q: 3 clusters Score -1.926839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 154675 members 
Entering Unmasked Estep 
Score: -19268380.000000 Penalty: 5928.402832
	Iteration 24Q: 3 clusters Score -1.926838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 154679 members 
Entering Unmasked Estep 
Score: -19268380.000000 Penalty: 5928.402832
	Iteration 25Q: 3 clusters Score -1.926838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -19268370.000000 Penalty: 5928.402832
	Iteration 26Q: 3 clusters Score -1.926837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 154677 members 
Entering Unmasked Estep 
Score: -19268380.000000 Penalty: 5928.402832
	Iteration 27Q: 3 clusters Score -1.926838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -19268390.000000 Penalty: 5928.402832
	Iteration 28Q: 3 clusters Score -1.926839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -19268390.000000 Penalty: 5928.402832
	Iteration 29F: 3 clusters Score -1.926839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Entering Unmasked Estep 
Score: -3415019.250000 Penalty: 2538.071045
	Iteration 0F: 2 clusters Score -3415019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3395924.500000 Penalty: 5076.142090
	Iteration 0F: 3 clusters Score -3395924 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3402743.750000 Penalty: 5076.142090
	Iteration 1F: 3 clusters Score -3402744 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3403289.250000 Penalty: 5076.142090
	Iteration 2F: 3 clusters Score -3403289 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3403753.500000 Penalty: 5076.142090
	Iteration 3Q: 3 clusters Score -3403754 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3404211.250000 Penalty: 5076.142090
	Iteration 4Q: 3 clusters Score -3404211 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3404700.500000 Penalty: 5076.142090
	Iteration 5Q: 3 clusters Score -3404700 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3405336.750000 Penalty: 5076.142090
	Iteration 6Q: 3 clusters Score -3405337 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3406078.500000 Penalty: 5076.142090
	Iteration 7Q: 3 clusters Score -3406078 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3406994.000000 Penalty: 5076.142090
	Iteration 8F: 3 clusters Score -3406994 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3408046.000000 Penalty: 5076.142090
	Iteration 9F: 3 clusters Score -3408046 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3409158.500000 Penalty: 5076.142090
	Iteration 10F: 3 clusters Score -3409158 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3410104.000000 Penalty: 5076.142090
	Iteration 11Q: 3 clusters Score -3410104 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3410889.000000 Penalty: 5076.142090
	Iteration 12Q: 3 clusters Score -3410889 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3411492.750000 Penalty: 5076.142090
	Iteration 13Q: 3 clusters Score -3411493 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3411858.750000 Penalty: 5076.142090
	Iteration 14Q: 3 clusters Score -3411859 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3412153.250000 Penalty: 5076.142090
	Iteration 15Q: 3 clusters Score -3412153 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3412372.500000 Penalty: 5076.142090
	Iteration 16Q: 3 clusters Score -3412372 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3412519.250000 Penalty: 5076.142090
	Iteration 17Q: 3 clusters Score -3412519 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3412610.250000 Penalty: 5076.142090
	Iteration 18Q: 3 clusters Score -3412610 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3412679.000000 Penalty: 5076.142090
	Iteration 19Q: 3 clusters Score -3412679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3412724.250000 Penalty: 5076.142090
	Iteration 20F: 3 clusters Score -3412724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3412769.500000 Penalty: 5076.142090
	Iteration 21Q: 3 clusters Score -3412770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3412804.250000 Penalty: 5076.142090
	Iteration 22Q: 3 clusters Score -3412804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3412824.250000 Penalty: 5076.142090
	Iteration 23Q: 3 clusters Score -3412824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3412838.500000 Penalty: 5076.142090
	Iteration 24Q: 3 clusters Score -3412838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3412849.250000 Penalty: 5076.142090
	Iteration 25Q: 3 clusters Score -3412849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3412854.500000 Penalty: 5076.142090
	Iteration 26Q: 3 clusters Score -3412854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3412862.750000 Penalty: 5076.142090
	Iteration 27Q: 3 clusters Score -3412863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3412865.250000 Penalty: 5076.142090
	Iteration 28Q: 3 clusters Score -3412865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3412869.750000 Penalty: 5076.142090
	Iteration 29Q: 3 clusters Score -3412870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3412873.000000 Penalty: 5076.142090
	Iteration 30Q: 3 clusters Score -3412873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3412875.750000 Penalty: 5076.142090
	Iteration 31Q: 3 clusters Score -3412876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3412874.250000 Penalty: 5076.142090
	Iteration 32Q: 3 clusters Score -3412874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3412880.250000 Penalty: 5076.142090
	Iteration 33Q: 3 clusters Score -3412880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3412876.000000 Penalty: 5076.142090
	Iteration 34Q: 3 clusters Score -3412876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3412879.250000 Penalty: 5076.142090
	Iteration 35Q: 3 clusters Score -3412879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3412881.750000 Penalty: 5076.142090
	Iteration 36Q: 3 clusters Score -3412882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3412882.750000 Penalty: 5076.142090
	Iteration 37Q: 3 clusters Score -3412883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3412890.000000 Penalty: 5076.142090
	Iteration 38Q: 3 clusters Score -3412890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3412889.500000 Penalty: 5076.142090
	Iteration 39Q: 3 clusters Score -3412890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3412896.000000 Penalty: 5076.142090
	Iteration 40F: 3 clusters Score -3412896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3412891.500000 Penalty: 5076.142090
	Iteration 41Q: 3 clusters Score -3412892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3412911.500000 Penalty: 5076.142090
	Iteration 42Q: 3 clusters Score -3412912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3412914.000000 Penalty: 5076.142090
	Iteration 43Q: 3 clusters Score -3412914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3412915.750000 Penalty: 5076.142090
	Iteration 44Q: 3 clusters Score -3412916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3412912.250000 Penalty: 5076.142090
	Iteration 45Q: 3 clusters Score -3412912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3412919.500000 Penalty: 5076.142090
	Iteration 46Q: 3 clusters Score -3412920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3412917.250000 Penalty: 5076.142090
	Iteration 47Q: 3 clusters Score -3412917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3412918.250000 Penalty: 5076.142090
	Iteration 48Q: 3 clusters Score -3412918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3412918.250000 Penalty: 5076.142090
	Iteration 49F: 3 clusters Score -3412918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Entering Unmasked Estep 
Score: -1282908.250000 Penalty: 2301.684326
	Iteration 0F: 2 clusters Score -1282908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1274844.000000 Penalty: 4603.368652
	Iteration 0F: 3 clusters Score -1274844 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1277094.750000 Penalty: 4603.368652
	Iteration 1F: 3 clusters Score -1277095 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1277381.000000 Penalty: 4603.368652
	Iteration 2F: 3 clusters Score -1277381 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1277614.750000 Penalty: 4603.368652
	Iteration 3F: 3 clusters Score -1277615 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1277832.125000 Penalty: 4603.368652
	Iteration 4Q: 3 clusters Score -1277832 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1278021.500000 Penalty: 4603.368652
	Iteration 5Q: 3 clusters Score -1278022 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1278205.250000 Penalty: 4603.368652
	Iteration 6Q: 3 clusters Score -1278205 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1278382.125000 Penalty: 4603.368652
	Iteration 7Q: 3 clusters Score -1278382 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1278560.000000 Penalty: 4603.368652
	Iteration 8Q: 3 clusters Score -1278560 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1278754.500000 Penalty: 4603.368652
	Iteration 9Q: 3 clusters Score -1278754 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1278967.000000 Penalty: 4603.368652
	Iteration 10Q: 3 clusters Score -1278967 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1279191.125000 Penalty: 4603.368652
	Iteration 11Q: 3 clusters Score -1279191 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1279442.375000 Penalty: 4603.368652
	Iteration 12Q: 3 clusters Score -1279442 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1279733.125000 Penalty: 4603.368652
	Iteration 13Q: 3 clusters Score -1279733 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1280009.375000 Penalty: 4603.368652
	Iteration 14Q: 3 clusters Score -1280009 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1280272.500000 Penalty: 4603.368652
	Iteration 15Q: 3 clusters Score -1280272 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1280483.625000 Penalty: 4603.368652
	Iteration 16Q: 3 clusters Score -1280484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1280646.750000 Penalty: 4603.368652
	Iteration 17Q: 3 clusters Score -1280647 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1280764.625000 Penalty: 4603.368652
	Iteration 18Q: 3 clusters Score -1280765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1280862.375000 Penalty: 4603.368652
	Iteration 19Q: 3 clusters Score -1280862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1280922.000000 Penalty: 4603.368652
	Iteration 20F: 3 clusters Score -1280922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1280952.875000 Penalty: 4603.368652
	Iteration 21Q: 3 clusters Score -1280953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1280980.500000 Penalty: 4603.368652
	Iteration 22Q: 3 clusters Score -1280980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1280994.000000 Penalty: 4603.368652
	Iteration 23Q: 3 clusters Score -1280994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1281008.625000 Penalty: 4603.368652
	Iteration 24Q: 3 clusters Score -1281009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1281018.250000 Penalty: 4603.368652
	Iteration 25Q: 3 clusters Score -1281018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1281021.750000 Penalty: 4603.368652
	Iteration 26Q: 3 clusters Score -1281022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1281023.250000 Penalty: 4603.368652
	Iteration 27Q: 3 clusters Score -1281023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1281025.625000 Penalty: 4603.368652
	Iteration 28Q: 3 clusters Score -1281026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1281025.875000 Penalty: 4603.368652
	Iteration 29Q: 3 clusters Score -1281026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1281025.875000 Penalty: 4603.368652
	Iteration 30F: 3 clusters Score -1281026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -227906.359375 Penalty: 1901.106812
	Iteration 0F: 2 clusters Score -227906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -225240.968750 Penalty: 3802.213623
	Iteration 0F: 3 clusters Score -225241 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -226109.296875 Penalty: 3802.213623
	Iteration 1F: 3 clusters Score -226109.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -226623.281250 Penalty: 3802.213623
	Iteration 2F: 3 clusters Score -226623.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -227050.187500 Penalty: 3802.213623
	Iteration 3F: 3 clusters Score -227050.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -227610.390625 Penalty: 3802.213623
	Iteration 4F: 3 clusters Score -227610.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -228132.812500 Penalty: 3802.213623
	Iteration 5F: 3 clusters Score -228132.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -228635.171875 Penalty: 3802.213623
	Iteration 6F: 3 clusters Score -228635.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -228947.484375 Penalty: 3802.213623
	Iteration 7Q: 3 clusters Score -228947.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229256.156250 Penalty: 3802.213623
	Iteration 8Q: 3 clusters Score -229256.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -229391.656250 Penalty: 3802.213623
	Iteration 9Q: 3 clusters Score -229391.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229462.312500 Penalty: 3802.213623
	Iteration 10Q: 3 clusters Score -229462.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229528.328125 Penalty: 3802.213623
	Iteration 11Q: 3 clusters Score -229528.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229579.359375 Penalty: 3802.213623
	Iteration 12Q: 3 clusters Score -229579.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -229649.703125 Penalty: 3802.213623
	Iteration 13Q: 3 clusters Score -229649.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229783.562500 Penalty: 3802.213623
	Iteration 14Q: 3 clusters Score -229783.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229866.609375 Penalty: 3802.213623
	Iteration 15Q: 3 clusters Score -229866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -229912.703125 Penalty: 3802.213623
	Iteration 16Q: 3 clusters Score -229912.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229941.265625 Penalty: 3802.213623
	Iteration 17Q: 3 clusters Score -229941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -229948.593750 Penalty: 3802.213623
	Iteration 18Q: 3 clusters Score -229948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229951.140625 Penalty: 3802.213623
	Iteration 19Q: 3 clusters Score -229951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -229969.562500 Penalty: 3802.213623
	Iteration 20F: 3 clusters Score -229969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229979.953125 Penalty: 3802.213623
	Iteration 21Q: 3 clusters Score -229980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229980.375000 Penalty: 3802.213623
	Iteration 22Q: 3 clusters Score -229980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229980.906250 Penalty: 3802.213623
	Iteration 23Q: 3 clusters Score -229980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229981.421875 Penalty: 3802.213623
	Iteration 24Q: 3 clusters Score -229981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229981.421875 Penalty: 3802.213623
	Iteration 25F: 3 clusters Score -229981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17260 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 43219 members 
Mstep: Class 7 contains 120358 members 
Mstep: Class 8 contains 16976 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 30301 members 
Mstep: Class 13 contains 177039 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 42924 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 57267 members 
Mstep: Class 18 contains 148853 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20140 members 
Mstep: Class 21 contains 80256 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 155193 members 
Mstep: Class 24 contains 27838 members 
Mstep: Class 25 contains 10732 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 994 members 
Entering Unmasked Estep 
Score: -124209520.000000 Penalty: 92743.140625
Splitting cluster 26 changes total score from -124209272.000000 to -124209520.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17260 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 43219 members 
Mstep: Class 7 contains 120358 members 
Mstep: Class 8 contains 16976 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 30301 members 
Mstep: Class 13 contains 177039 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 42924 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 57267 members 
Mstep: Class 18 contains 148853 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20140 members 
Mstep: Class 21 contains 80256 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 155193 members 
Mstep: Class 24 contains 27838 members 
Mstep: Class 25 contains 10732 members 
Mstep: Class 26 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209760.000000 Penalty: 92743.140625
Iteration 79Q: 28 clusters Score -1.242098e+08 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 17375 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 43313 members 
Mstep: Class 7 contains 120953 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 30299 members 
Mstep: Class 13 contains 177754 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 42647 members 
Mstep: Class 16 contains 12835 members 
Mstep: Class 17 contains 57265 members 
Mstep: Class 18 contains 147636 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20131 members 
Mstep: Class 21 contains 79105 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 156098 members 
Mstep: Class 24 contains 27839 members 
Mstep: Class 25 contains 10775 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124209792.000000 Penalty: 92743.140625
Iteration 80F: 28 clusters Score -1.242098e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 4916 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 6879 members 
Mstep: Class 6 contains 43436 members 
Mstep: Class 7 contains 121535 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 9271 members 
Mstep: Class 10 contains 9794 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 12 contains 30298 members 
Mstep: Class 13 contains 178351 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 42350 members 
Mstep: Class 16 contains 12847 members 
Mstep: Class 17 contains 57263 members 
Mstep: Class 18 contains 146565 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 20132 members 
Mstep: Class 21 contains 77976 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 156960 members 
Mstep: Class 24 contains 27856 members 
Mstep: Class 25 contains 10828 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124210744.000000 Penalty: 92743.140625
Iteration 81Q: 28 clusters Score -1.242107e+08 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 17580 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 6876 members 
Mstep: Class 6 contains 43586 members 
Mstep: Class 7 contains 122063 members 
Mstep: Class 8 contains 17165 members 
Mstep: Class 9 contains 9365 members 
Mstep: Class 10 contains 9774 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 30296 members 
Mstep: Class 13 contains 178770 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 42062 members 
Mstep: Class 16 contains 12855 members 
Mstep: Class 17 contains 57261 members 
Mstep: Class 18 contains 145697 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 20135 members 
Mstep: Class 21 contains 76844 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 157851 members 
Mstep: Class 24 contains 27866 members 
Mstep: Class 25 contains 10868 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124210600.000000 Penalty: 92743.140625
Iteration 82Q: 28 clusters Score -1.242106e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17676 members 
Mstep: Class 3 contains 4922 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 6861 members 
Mstep: Class 6 contains 43727 members 
Mstep: Class 7 contains 122587 members 
Mstep: Class 8 contains 17229 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9751 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 30295 members 
Mstep: Class 13 contains 179206 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 41788 members 
Mstep: Class 16 contains 12867 members 
Mstep: Class 17 contains 57253 members 
Mstep: Class 18 contains 144861 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 20135 members 
Mstep: Class 21 contains 75700 members 
Mstep: Class 22 contains 5908 members 
Mstep: Class 23 contains 158718 members 
Mstep: Class 24 contains 27876 members 
Mstep: Class 25 contains 10907 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124210664.000000 Penalty: 92743.140625
Iteration 83Q: 28 clusters Score -1.242107e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17754 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 4 contains 5113 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 43850 members 
Mstep: Class 7 contains 123113 members 
Mstep: Class 8 contains 17302 members 
Mstep: Class 9 contains 9539 members 
Mstep: Class 10 contains 9717 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 30295 members 
Mstep: Class 13 contains 179560 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 41527 members 
Mstep: Class 16 contains 12879 members 
Mstep: Class 17 contains 57250 members 
Mstep: Class 18 contains 144062 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20134 members 
Mstep: Class 21 contains 74561 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 159647 members 
Mstep: Class 24 contains 27882 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211160.000000 Penalty: 92743.140625
Iteration 84Q: 28 clusters Score -1.242112e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17812 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 6831 members 
Mstep: Class 6 contains 43992 members 
Mstep: Class 7 contains 123591 members 
Mstep: Class 8 contains 17359 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 30298 members 
Mstep: Class 13 contains 179816 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 41291 members 
Mstep: Class 16 contains 12891 members 
Mstep: Class 17 contains 57245 members 
Mstep: Class 18 contains 143444 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20132 members 
Mstep: Class 21 contains 73443 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 160491 members 
Mstep: Class 24 contains 27898 members 
Mstep: Class 25 contains 10968 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211280.000000 Penalty: 92743.140625
Iteration 85Q: 28 clusters Score -1.242113e+08 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17874 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 6831 members 
Mstep: Class 6 contains 44139 members 
Mstep: Class 7 contains 124021 members 
Mstep: Class 8 contains 17444 members 
Mstep: Class 9 contains 9744 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 180003 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 41063 members 
Mstep: Class 16 contains 12912 members 
Mstep: Class 17 contains 57237 members 
Mstep: Class 18 contains 142957 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20131 members 
Mstep: Class 21 contains 72253 members 
Mstep: Class 22 contains 5909 members 
Mstep: Class 23 contains 161322 members 
Mstep: Class 24 contains 27903 members 
Mstep: Class 25 contains 10998 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211600.000000 Penalty: 92743.140625
Iteration 86Q: 28 clusters Score -1.242116e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 17927 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 44265 members 
Mstep: Class 7 contains 124455 members 
Mstep: Class 8 contains 17530 members 
Mstep: Class 9 contains 9859 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 30298 members 
Mstep: Class 13 contains 180149 members 
Mstep: Class 14 contains 10057 members 
Mstep: Class 15 contains 40859 members 
Mstep: Class 16 contains 12926 members 
Mstep: Class 17 contains 57235 members 
Mstep: Class 18 contains 142552 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20129 members 
Mstep: Class 21 contains 71060 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 162147 members 
Mstep: Class 24 contains 27911 members 
Mstep: Class 25 contains 11017 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211600.000000 Penalty: 92743.140625
Iteration 87Q: 28 clusters Score -1.242116e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 17980 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 44391 members 
Mstep: Class 7 contains 124888 members 
Mstep: Class 8 contains 17620 members 
Mstep: Class 9 contains 9965 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 30299 members 
Mstep: Class 13 contains 180219 members 
Mstep: Class 14 contains 10057 members 
Mstep: Class 15 contains 40652 members 
Mstep: Class 16 contains 12946 members 
Mstep: Class 17 contains 57232 members 
Mstep: Class 18 contains 142271 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20130 members 
Mstep: Class 21 contains 69833 members 
Mstep: Class 22 contains 5905 members 
Mstep: Class 23 contains 162931 members 
Mstep: Class 24 contains 27920 members 
Mstep: Class 25 contains 11057 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124211800.000000 Penalty: 92743.140625
Iteration 88Q: 28 clusters Score -1.242118e+08 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 44522 members 
Mstep: Class 7 contains 125309 members 
Mstep: Class 8 contains 17725 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 30299 members 
Mstep: Class 13 contains 180302 members 
Mstep: Class 14 contains 10056 members 
Mstep: Class 15 contains 40448 members 
Mstep: Class 16 contains 12966 members 
Mstep: Class 17 contains 57230 members 
Mstep: Class 18 contains 141988 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20131 members 
Mstep: Class 21 contains 68587 members 
Mstep: Class 22 contains 5908 members 
Mstep: Class 23 contains 163691 members 
Mstep: Class 24 contains 27914 members 
Mstep: Class 25 contains 11096 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212120.000000 Penalty: 92743.140625
Iteration 89Q: 28 clusters Score -1.242121e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 18108 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 5143 members 
Mstep: Class 5 contains 6795 members 
Mstep: Class 6 contains 44650 members 
Mstep: Class 7 contains 125691 members 
Mstep: Class 8 contains 17852 members 
Mstep: Class 9 contains 10221 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 30300 members 
Mstep: Class 13 contains 180400 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 40263 members 
Mstep: Class 16 contains 12980 members 
Mstep: Class 17 contains 57227 members 
Mstep: Class 18 contains 141765 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20121 members 
Mstep: Class 21 contains 67271 members 
Mstep: Class 22 contains 5906 members 
Mstep: Class 23 contains 164451 members 
Mstep: Class 24 contains 27927 members 
Mstep: Class 25 contains 11133 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212376.000000 Penalty: 92743.140625
Iteration 90Q: 28 clusters Score -1.242124e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 18197 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 44756 members 
Mstep: Class 7 contains 126099 members 
Mstep: Class 8 contains 17974 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 30301 members 
Mstep: Class 13 contains 180390 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 40080 members 
Mstep: Class 16 contains 12995 members 
Mstep: Class 17 contains 57223 members 
Mstep: Class 18 contains 141593 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 20121 members 
Mstep: Class 21 contains 65904 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 165259 members 
Mstep: Class 24 contains 27944 members 
Mstep: Class 25 contains 11159 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212400.000000 Penalty: 92743.140625
Iteration 91Q: 28 clusters Score -1.242124e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 18268 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 5168 members 
Mstep: Class 5 contains 6768 members 
Mstep: Class 6 contains 44853 members 
Mstep: Class 7 contains 126527 members 
Mstep: Class 8 contains 18102 members 
Mstep: Class 9 contains 10537 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 30300 members 
Mstep: Class 13 contains 180285 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 39895 members 
Mstep: Class 16 contains 13002 members 
Mstep: Class 17 contains 57218 members 
Mstep: Class 18 contains 141568 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 20123 members 
Mstep: Class 21 contains 64535 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 166038 members 
Mstep: Class 24 contains 27961 members 
Mstep: Class 25 contains 11192 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212688.000000 Penalty: 92743.140625
Iteration 92Q: 28 clusters Score -1.242127e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 5 contains 6751 members 
Mstep: Class 6 contains 44973 members 
Mstep: Class 7 contains 126940 members 
Mstep: Class 8 contains 18206 members 
Mstep: Class 9 contains 10705 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 180102 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 39707 members 
Mstep: Class 16 contains 13006 members 
Mstep: Class 17 contains 57213 members 
Mstep: Class 18 contains 141616 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 20124 members 
Mstep: Class 21 contains 63161 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 166831 members 
Mstep: Class 24 contains 27989 members 
Mstep: Class 25 contains 11231 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124212912.000000 Penalty: 92743.140625
Iteration 93Q: 28 clusters Score -1.242129e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 18444 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 5192 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 45089 members 
Mstep: Class 7 contains 127329 members 
Mstep: Class 8 contains 18313 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 30303 members 
Mstep: Class 13 contains 179909 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 39510 members 
Mstep: Class 16 contains 13021 members 
Mstep: Class 17 contains 57202 members 
Mstep: Class 18 contains 141743 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 20120 members 
Mstep: Class 21 contains 61804 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 167537 members 
Mstep: Class 24 contains 28008 members 
Mstep: Class 25 contains 11275 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124213568.000000 Penalty: 92743.140625
Iteration 94Q: 28 clusters Score -1.242136e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 18564 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 45218 members 
Mstep: Class 7 contains 127684 members 
Mstep: Class 8 contains 18445 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 9367 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 179616 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 39344 members 
Mstep: Class 16 contains 13031 members 
Mstep: Class 17 contains 57194 members 
Mstep: Class 18 contains 142077 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 20120 members 
Mstep: Class 21 contains 60376 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 168171 members 
Mstep: Class 24 contains 28035 members 
Mstep: Class 25 contains 11329 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124213400.000000 Penalty: 92743.140625
Iteration 95Q: 28 clusters Score -1.242134e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 18662 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 45364 members 
Mstep: Class 7 contains 127998 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 30292 members 
Mstep: Class 13 contains 179260 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 39186 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 57193 members 
Mstep: Class 18 contains 142520 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 20122 members 
Mstep: Class 21 contains 59006 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 168758 members 
Mstep: Class 24 contains 28042 members 
Mstep: Class 25 contains 11368 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124213696.000000 Penalty: 92743.140625
Iteration 96Q: 28 clusters Score -1.242137e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 18759 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 6735 members 
Mstep: Class 6 contains 45506 members 
Mstep: Class 7 contains 128283 members 
Mstep: Class 8 contains 18676 members 
Mstep: Class 9 contains 11360 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 30294 members 
Mstep: Class 13 contains 178940 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 39051 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 57190 members 
Mstep: Class 18 contains 143009 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20124 members 
Mstep: Class 21 contains 57621 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 169294 members 
Mstep: Class 24 contains 28052 members 
Mstep: Class 25 contains 11417 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214008.000000 Penalty: 92743.140625
Iteration 97Q: 28 clusters Score -1.24214e+08 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 18864 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 45661 members 
Mstep: Class 7 contains 128583 members 
Mstep: Class 8 contains 18835 members 
Mstep: Class 9 contains 11513 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 30282 members 
Mstep: Class 13 contains 178527 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 38905 members 
Mstep: Class 16 contains 13064 members 
Mstep: Class 17 contains 57185 members 
Mstep: Class 18 contains 143546 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20121 members 
Mstep: Class 21 contains 56228 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 169832 members 
Mstep: Class 24 contains 28062 members 
Mstep: Class 25 contains 11467 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124214008.000000 Penalty: 92743.140625
Iteration 98Q: 28 clusters Score -1.24214e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 18965 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 45762 members 
Mstep: Class 7 contains 128875 members 
Mstep: Class 8 contains 18986 members 
Mstep: Class 9 contains 11681 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 30276 members 
Mstep: Class 13 contains 178020 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 38763 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 57173 members 
Mstep: Class 18 contains 144230 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20123 members 
Mstep: Class 21 contains 54829 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 170370 members 
Mstep: Class 24 contains 28069 members 
Mstep: Class 25 contains 11511 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 28 clusters Score -1.242143e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 19095 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 5222 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 45861 members 
Mstep: Class 7 contains 129158 members 
Mstep: Class 8 contains 19147 members 
Mstep: Class 9 contains 11863 members 
Mstep: Class 10 contains 9062 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 30278 members 
Mstep: Class 13 contains 177450 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 38606 members 
Mstep: Class 16 contains 13071 members 
Mstep: Class 17 contains 57159 members 
Mstep: Class 18 contains 144994 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 20123 members 
Mstep: Class 21 contains 53404 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 170888 members 
Mstep: Class 24 contains 28085 members 
Mstep: Class 25 contains 11561 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124217376.000000 Penalty: 92743.140625
Iteration 100F: 28 clusters Score -1.242174e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 19228 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 45962 members 
Mstep: Class 7 contains 129417 members 
Mstep: Class 8 contains 19340 members 
Mstep: Class 9 contains 12055 members 
Mstep: Class 10 contains 9010 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 30274 members 
Mstep: Class 13 contains 176681 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 38473 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 57147 members 
Mstep: Class 18 contains 145878 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20120 members 
Mstep: Class 21 contains 52048 members 
Mstep: Class 22 contains 5909 members 
Mstep: Class 23 contains 171377 members 
Mstep: Class 24 contains 28114 members 
Mstep: Class 25 contains 11608 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220216.000000 Penalty: 92743.140625
Iteration 101Q: 28 clusters Score -1.242202e+08 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 19404 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 6737 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 7 contains 129678 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 8955 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 30270 members 
Mstep: Class 13 contains 175826 members 
Mstep: Class 14 contains 10045 members 
Mstep: Class 15 contains 38342 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 57127 members 
Mstep: Class 18 contains 146874 members 
Mstep: Class 19 contains 536 members 
Mstep: Class 20 contains 20115 members 
Mstep: Class 21 contains 50705 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 171862 members 
Mstep: Class 24 contains 28130 members 
Mstep: Class 25 contains 11653 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124220688.000000 Penalty: 92743.140625
Iteration 102Q: 28 clusters Score -1.242207e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 19571 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 46111 members 
Mstep: Class 7 contains 129938 members 
Mstep: Class 8 contains 19655 members 
Mstep: Class 9 contains 12435 members 
Mstep: Class 10 contains 8894 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 30265 members 
Mstep: Class 13 contains 174807 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 38218 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 57113 members 
Mstep: Class 18 contains 147898 members 
Mstep: Class 19 contains 525 members 
Mstep: Class 20 contains 20112 members 
Mstep: Class 21 contains 49398 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 172445 members 
Mstep: Class 24 contains 28132 members 
Mstep: Class 25 contains 11703 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124221208.000000 Penalty: 92743.140625
Iteration 103Q: 28 clusters Score -1.242212e+08 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 19768 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 46171 members 
Mstep: Class 7 contains 130208 members 
Mstep: Class 8 contains 19846 members 
Mstep: Class 9 contains 12612 members 
Mstep: Class 10 contains 8837 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 30260 members 
Mstep: Class 13 contains 173685 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 38080 members 
Mstep: Class 16 contains 13084 members 
Mstep: Class 17 contains 57095 members 
Mstep: Class 18 contains 148956 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 20112 members 
Mstep: Class 21 contains 48073 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 173026 members 
Mstep: Class 24 contains 28153 members 
Mstep: Class 25 contains 11761 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222096.000000 Penalty: 92743.140625
Iteration 104Q: 28 clusters Score -1.242221e+08 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 19955 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 6735 members 
Mstep: Class 6 contains 46256 members 
Mstep: Class 7 contains 130457 members 
Mstep: Class 8 contains 20040 members 
Mstep: Class 9 contains 12839 members 
Mstep: Class 10 contains 8787 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 30255 members 
Mstep: Class 13 contains 172530 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 37933 members 
Mstep: Class 16 contains 13086 members 
Mstep: Class 17 contains 57077 members 
Mstep: Class 18 contains 150047 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 20103 members 
Mstep: Class 21 contains 46719 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 173642 members 
Mstep: Class 24 contains 28170 members 
Mstep: Class 25 contains 11787 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222192.000000 Penalty: 92743.140625
Iteration 105Q: 28 clusters Score -1.242222e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 20164 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 5270 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 46341 members 
Mstep: Class 7 contains 130702 members 
Mstep: Class 8 contains 20224 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 10 contains 8747 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 30247 members 
Mstep: Class 13 contains 171353 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 37788 members 
Mstep: Class 16 contains 13088 members 
Mstep: Class 17 contains 57054 members 
Mstep: Class 18 contains 151137 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 20093 members 
Mstep: Class 21 contains 45478 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 174207 members 
Mstep: Class 24 contains 28174 members 
Mstep: Class 25 contains 11812 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124222944.000000 Penalty: 92743.140625
Iteration 106Q: 28 clusters Score -1.242229e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 20363 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 46425 members 
Mstep: Class 7 contains 130897 members 
Mstep: Class 8 contains 20373 members 
Mstep: Class 9 contains 13237 members 
Mstep: Class 10 contains 8700 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 30235 members 
Mstep: Class 13 contains 170216 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 37674 members 
Mstep: Class 16 contains 13090 members 
Mstep: Class 17 contains 57046 members 
Mstep: Class 18 contains 152258 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 20089 members 
Mstep: Class 21 contains 44249 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 174784 members 
Mstep: Class 24 contains 28180 members 
Mstep: Class 25 contains 11825 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224024.000000 Penalty: 92743.140625
Iteration 107Q: 28 clusters Score -1.24224e+08 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 20572 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 5270 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 46501 members 
Mstep: Class 7 contains 131077 members 
Mstep: Class 8 contains 20487 members 
Mstep: Class 9 contains 13440 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 30222 members 
Mstep: Class 13 contains 169054 members 
Mstep: Class 14 contains 10044 members 
Mstep: Class 15 contains 37559 members 
Mstep: Class 16 contains 13095 members 
Mstep: Class 17 contains 57039 members 
Mstep: Class 18 contains 153391 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 20092 members 
Mstep: Class 21 contains 43019 members 
Mstep: Class 22 contains 5909 members 
Mstep: Class 23 contains 175373 members 
Mstep: Class 24 contains 28196 members 
Mstep: Class 25 contains 11832 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124224352.000000 Penalty: 92743.140625
Iteration 108Q: 28 clusters Score -1.242244e+08 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 20767 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 46597 members 
Mstep: Class 7 contains 131247 members 
Mstep: Class 8 contains 20592 members 
Mstep: Class 9 contains 13669 members 
Mstep: Class 10 contains 8650 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 30210 members 
Mstep: Class 13 contains 167814 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 37434 members 
Mstep: Class 16 contains 13100 members 
Mstep: Class 17 contains 57030 members 
Mstep: Class 18 contains 154595 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 20 contains 20091 members 
Mstep: Class 21 contains 41848 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 175911 members 
Mstep: Class 24 contains 28214 members 
Mstep: Class 25 contains 11838 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225376.000000 Penalty: 92743.140625
Iteration 109Q: 28 clusters Score -1.242254e+08 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 46639 members 
Mstep: Class 7 contains 131395 members 
Mstep: Class 8 contains 20733 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 30203 members 
Mstep: Class 13 contains 166525 members 
Mstep: Class 14 contains 10042 members 
Mstep: Class 15 contains 37315 members 
Mstep: Class 16 contains 13100 members 
Mstep: Class 17 contains 57027 members 
Mstep: Class 18 contains 155798 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 20 contains 20089 members 
Mstep: Class 21 contains 40716 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 176525 members 
Mstep: Class 24 contains 28219 members 
Mstep: Class 25 contains 11846 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124225936.000000 Penalty: 92743.140625
Iteration 110Q: 28 clusters Score -1.242259e+08 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 21126 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 46653 members 
Mstep: Class 7 contains 131560 members 
Mstep: Class 8 contains 20891 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 30198 members 
Mstep: Class 13 contains 165203 members 
Mstep: Class 14 contains 10042 members 
Mstep: Class 15 contains 37204 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 57015 members 
Mstep: Class 18 contains 157065 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20091 members 
Mstep: Class 21 contains 39596 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 177120 members 
Mstep: Class 24 contains 28230 members 
Mstep: Class 25 contains 11836 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226104.000000 Penalty: 92743.140625
Iteration 111Q: 28 clusters Score -1.242261e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 21315 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 46674 members 
Mstep: Class 7 contains 131709 members 
Mstep: Class 8 contains 20990 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 30192 members 
Mstep: Class 13 contains 163925 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 37108 members 
Mstep: Class 16 contains 13113 members 
Mstep: Class 17 contains 57003 members 
Mstep: Class 18 contains 158393 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20086 members 
Mstep: Class 21 contains 38466 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 177679 members 
Mstep: Class 24 contains 28235 members 
Mstep: Class 25 contains 11843 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226456.000000 Penalty: 92743.140625
Iteration 112Q: 28 clusters Score -1.242265e+08 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 21517 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 46668 members 
Mstep: Class 7 contains 131819 members 
Mstep: Class 8 contains 21047 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 30177 members 
Mstep: Class 13 contains 162655 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 37014 members 
Mstep: Class 16 contains 13113 members 
Mstep: Class 17 contains 56993 members 
Mstep: Class 18 contains 159776 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20085 members 
Mstep: Class 21 contains 37363 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 178234 members 
Mstep: Class 24 contains 28235 members 
Mstep: Class 25 contains 11845 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226216.000000 Penalty: 92743.140625
Iteration 113Q: 28 clusters Score -1.242262e+08 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 21737 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 46682 members 
Mstep: Class 7 contains 131940 members 
Mstep: Class 8 contains 21095 members 
Mstep: Class 9 contains 14604 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 30165 members 
Mstep: Class 13 contains 161275 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 36925 members 
Mstep: Class 16 contains 13124 members 
Mstep: Class 17 contains 56984 members 
Mstep: Class 18 contains 161195 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20089 members 
Mstep: Class 21 contains 36309 members 
Mstep: Class 22 contains 5920 members 
Mstep: Class 23 contains 178767 members 
Mstep: Class 24 contains 28237 members 
Mstep: Class 25 contains 11847 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124226704.000000 Penalty: 92743.140625
Iteration 114Q: 28 clusters Score -1.242267e+08 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 21973 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 46689 members 
Mstep: Class 7 contains 132030 members 
Mstep: Class 8 contains 21107 members 
Mstep: Class 9 contains 14767 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 30154 members 
Mstep: Class 13 contains 159909 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 36863 members 
Mstep: Class 16 contains 13123 members 
Mstep: Class 17 contains 56976 members 
Mstep: Class 18 contains 162576 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20088 members 
Mstep: Class 21 contains 35360 members 
Mstep: Class 22 contains 5919 members 
Mstep: Class 23 contains 179265 members 
Mstep: Class 24 contains 28238 members 
Mstep: Class 25 contains 11846 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227384.000000 Penalty: 92743.140625
Iteration 115Q: 28 clusters Score -1.242274e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 22230 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 6746 members 
Mstep: Class 6 contains 46674 members 
Mstep: Class 7 contains 132126 members 
Mstep: Class 8 contains 21125 members 
Mstep: Class 9 contains 14933 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 158515 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 13121 members 
Mstep: Class 17 contains 56957 members 
Mstep: Class 18 contains 163985 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20086 members 
Mstep: Class 21 contains 34458 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 179688 members 
Mstep: Class 24 contains 28241 members 
Mstep: Class 25 contains 11846 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227840.000000 Penalty: 92743.140625
Iteration 116Q: 28 clusters Score -1.242278e+08 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 22484 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5235 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 46639 members 
Mstep: Class 7 contains 132214 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 15087 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 30141 members 
Mstep: Class 13 contains 157333 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36746 members 
Mstep: Class 16 contains 13123 members 
Mstep: Class 17 contains 56945 members 
Mstep: Class 18 contains 165346 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20085 members 
Mstep: Class 21 contains 33579 members 
Mstep: Class 22 contains 5928 members 
Mstep: Class 23 contains 179975 members 
Mstep: Class 24 contains 28243 members 
Mstep: Class 25 contains 11848 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228272.000000 Penalty: 92743.140625
Iteration 117Q: 28 clusters Score -1.242283e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 22752 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 46622 members 
Mstep: Class 7 contains 132278 members 
Mstep: Class 8 contains 21145 members 
Mstep: Class 9 contains 15244 members 
Mstep: Class 10 contains 8610 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 30133 members 
Mstep: Class 13 contains 156337 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36696 members 
Mstep: Class 16 contains 13124 members 
Mstep: Class 17 contains 56932 members 
Mstep: Class 18 contains 166618 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20083 members 
Mstep: Class 21 contains 32742 members 
Mstep: Class 22 contains 5925 members 
Mstep: Class 23 contains 180086 members 
Mstep: Class 24 contains 28270 members 
Mstep: Class 25 contains 11858 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124227912.000000 Penalty: 92743.140625
Iteration 118Q: 28 clusters Score -1.242279e+08 nChanged 4161
Entering ConstructFrom: 
Score: -124227912.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Entering Unmasked Estep 
Score: -2088839.375000 Penalty: 2422.779053
	Iteration 0F: 2 clusters Score -2088839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2076410.125000 Penalty: 4845.558105
	Iteration 0F: 3 clusters Score -2076410 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2080561.250000 Penalty: 4845.558105
	Iteration 1F: 3 clusters Score -2080561 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2081036.625000 Penalty: 4845.558105
	Iteration 2F: 3 clusters Score -2081037 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2081457.000000 Penalty: 4845.558105
	Iteration 3F: 3 clusters Score -2081457 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2081882.375000 Penalty: 4845.558105
	Iteration 4Q: 3 clusters Score -2081882 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2082347.000000 Penalty: 4845.558105
	Iteration 5Q: 3 clusters Score -2082347 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2082864.625000 Penalty: 4845.558105
	Iteration 6F: 3 clusters Score -2082865 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2083371.500000 Penalty: 4845.558105
	Iteration 7F: 3 clusters Score -2083372 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2083834.375000 Penalty: 4845.558105
	Iteration 8Q: 3 clusters Score -2083834 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2084227.500000 Penalty: 4845.558105
	Iteration 9Q: 3 clusters Score -2084228 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2084625.625000 Penalty: 4845.558105
	Iteration 10Q: 3 clusters Score -2084626 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2084981.875000 Penalty: 4845.558105
	Iteration 11Q: 3 clusters Score -2084982 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2085274.125000 Penalty: 4845.558105
	Iteration 12Q: 3 clusters Score -2085274 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2085565.625000 Penalty: 4845.558105
	Iteration 13Q: 3 clusters Score -2085566 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2085886.875000 Penalty: 4845.558105
	Iteration 14Q: 3 clusters Score -2085887 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2086171.500000 Penalty: 4845.558105
	Iteration 15Q: 3 clusters Score -2086172 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2086396.000000 Penalty: 4845.558105
	Iteration 16Q: 3 clusters Score -2086396 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2086581 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2086713 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2086809 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2086875 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2086914 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2086942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2086963 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2086986.500000 Penalty: 4845.558105
	Iteration 24Q: 3 clusters Score -2086986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2086999.750000 Penalty: 4845.558105
	Iteration 25Q: 3 clusters Score -2087000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2087018.375000 Penalty: 4845.558105
	Iteration 26Q: 3 clusters Score -2087018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2087028.750000 Penalty: 4845.558105
	Iteration 27Q: 3 clusters Score -2087029 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2087044.375000 Penalty: 4845.558105
	Iteration 28Q: 3 clusters Score -2087044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2087058.125000 Penalty: 4845.558105
	Iteration 29Q: 3 clusters Score -2087058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2087075.000000 Penalty: 4845.558105
	Iteration 30Q: 3 clusters Score -2087075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2087101.500000 Penalty: 4845.558105
	Iteration 31Q: 3 clusters Score -2087102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2087113.125000 Penalty: 4845.558105
	Iteration 32Q: 3 clusters Score -2087113 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2087128.375000 Penalty: 4845.558105
	Iteration 33Q: 3 clusters Score -2087128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2087155.750000 Penalty: 4845.558105
	Iteration 34Q: 3 clusters Score -2087156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2087170.500000 Penalty: 4845.558105
	Iteration 35Q: 3 clusters Score -2087170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2087189.125000 Penalty: 4845.558105
	Iteration 36Q: 3 clusters Score -2087189 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2087210.625000 Penalty: 4845.558105
	Iteration 37Q: 3 clusters Score -2087211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2087231.875000 Penalty: 4845.558105
	Iteration 38Q: 3 clusters Score -2087232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2087246.500000 Penalty: 4845.558105
	Iteration 39Q: 3 clusters Score -2087246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2087264.250000 Penalty: 4845.558105
	Iteration 40F: 3 clusters Score -2087264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2087289.625000 Penalty: 4845.558105
	Iteration 41Q: 3 clusters Score -2087290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2087312.000000 Penalty: 4845.558105
	Iteration 42Q: 3 clusters Score -2087312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2087341.375000 Penalty: 4845.558105
	Iteration 43Q: 3 clusters Score -2087341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2087359.125000 Penalty: 4845.558105
	Iteration 44Q: 3 clusters Score -2087359 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2087377.625000 Penalty: 4845.558105
	Iteration 45Q: 3 clusters Score -2087378 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2087400.500000 Penalty: 4845.558105
	Iteration 46Q: 3 clusters Score -2087400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2087428.000000 Penalty: 4845.558105
	Iteration 47Q: 3 clusters Score -2087428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2087451.625000 Penalty: 4845.558105
	Iteration 48Q: 3 clusters Score -2087452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2087473.375000 Penalty: 4845.558105
	Iteration 49Q: 3 clusters Score -2087473 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2087496.250000 Penalty: 4845.558105
	Iteration 50Q: 3 clusters Score -2087496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2087524.000000 Penalty: 4845.558105
	Iteration 51Q: 3 clusters Score -2087524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2087540.375000 Penalty: 4845.558105
	Iteration 52Q: 3 clusters Score -2087540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2087554.875000 Penalty: 4845.558105
	Iteration 53Q: 3 clusters Score -2087555 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2087573.250000 Penalty: 4845.558105
	Iteration 54Q: 3 clusters Score -2087573 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2087580.125000 Penalty: 4845.558105
	Iteration 55Q: 3 clusters Score -2087580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2087606.750000 Penalty: 4845.558105
	Iteration 56Q: 3 clusters Score -2087607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2087618.750000 Penalty: 4845.558105
	Iteration 57Q: 3 clusters Score -2087619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2087632.375000 Penalty: 4845.558105
	Iteration 58Q: 3 clusters Score -2087632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2087636.375000 Penalty: 4845.558105
	Iteration 59Q: 3 clusters Score -2087636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2087646.375000 Penalty: 4845.558105
	Iteration 60F: 3 clusters Score -2087646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2087654.625000 Penalty: 4845.558105
	Iteration 61Q: 3 clusters Score -2087655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2087669.500000 Penalty: 4845.558105
	Iteration 62Q: 3 clusters Score -2087670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2087669.625000 Penalty: 4845.558105
	Iteration 63Q: 3 clusters Score -2087670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2087693.125000 Penalty: 4845.558105
	Iteration 64Q: 3 clusters Score -2087693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2087696.625000 Penalty: 4845.558105
	Iteration 65Q: 3 clusters Score -2087697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2087700.250000 Penalty: 4845.558105
	Iteration 66Q: 3 clusters Score -2087700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2087708.375000 Penalty: 4845.558105
	Iteration 67Q: 3 clusters Score -2087708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2087712.500000 Penalty: 4845.558105
	Iteration 68Q: 3 clusters Score -2087712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2087719.250000 Penalty: 4845.558105
	Iteration 69Q: 3 clusters Score -2087719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2087721.500000 Penalty: 4845.558105
	Iteration 70Q: 3 clusters Score -2087722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2087723.750000 Penalty: 4845.558105
	Iteration 71Q: 3 clusters Score -2087724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2087724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2087726.500000 Penalty: 4845.558105
	Iteration 73Q: 3 clusters Score -2087726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2087728.750000 Penalty: 4845.558105
	Iteration 74Q: 3 clusters Score -2087729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2087731.250000 Penalty: 4845.558105
	Iteration 75Q: 3 clusters Score -2087731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2087729.375000 Penalty: 4845.558105
	Iteration 76Q: 3 clusters Score -2087729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2087727.125000 Penalty: 4845.558105
	Iteration 77Q: 3 clusters Score -2087727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2087724.750000 Penalty: 4845.558105
	Iteration 78Q: 3 clusters Score -2087725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2087728.875000 Penalty: 4845.558105
	Iteration 79Q: 3 clusters Score -2087729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2087725.500000 Penalty: 4845.558105
	Iteration 80F: 3 clusters Score -2087726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2087724.875000 Penalty: 4845.558105
	Iteration 81Q: 3 clusters Score -2087725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2087728.500000 Penalty: 4845.558105
	Iteration 82Q: 3 clusters Score -2087728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2087733.000000 Penalty: 4845.558105
	Iteration 83Q: 3 clusters Score -2087733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2087731.250000 Penalty: 4845.558105
	Iteration 84Q: 3 clusters Score -2087731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2087729.250000 Penalty: 4845.558105
	Iteration 85Q: 3 clusters Score -2087729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2087728.500000 Penalty: 4845.558105
	Iteration 86Q: 3 clusters Score -2087728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2087731.375000 Penalty: 4845.558105
	Iteration 87Q: 3 clusters Score -2087731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2087731.500000 Penalty: 4845.558105
	Iteration 88Q: 3 clusters Score -2087732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2087731.750000 Penalty: 4845.558105
	Iteration 89Q: 3 clusters Score -2087732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2087732.500000 Penalty: 4845.558105
	Iteration 90Q: 3 clusters Score -2087732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2087733.625000 Penalty: 4845.558105
	Iteration 91Q: 3 clusters Score -2087734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2087734.125000 Penalty: 4845.558105
	Iteration 92Q: 3 clusters Score -2087734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2087736.750000 Penalty: 4845.558105
	Iteration 93Q: 3 clusters Score -2087737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2087737.625000 Penalty: 4845.558105
	Iteration 94Q: 3 clusters Score -2087738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2087735.750000 Penalty: 4845.558105
	Iteration 95Q: 3 clusters Score -2087736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2087737.125000 Penalty: 4845.558105
	Iteration 96Q: 3 clusters Score -2087737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2087740.250000 Penalty: 4845.558105
	Iteration 97Q: 3 clusters Score -2087740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2087742.000000 Penalty: 4845.558105
	Iteration 98Q: 3 clusters Score -2087742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2087742.000000 Penalty: 4845.558105
	Iteration 99F: 3 clusters Score -2087742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23014 members 
Entering Unmasked Estep 
Score: -2711013.500000 Penalty: 2490.876709
	Iteration 0F: 2 clusters Score -2711014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2694994.750000 Penalty: 4981.753418
	Iteration 0F: 3 clusters Score -2694995 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2700637.000000 Penalty: 4981.753418
	Iteration 1F: 3 clusters Score -2700637 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2701118 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2701594.500000 Penalty: 4981.753418
	Iteration 3Q: 3 clusters Score -2701594 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2702121.000000 Penalty: 4981.753418
	Iteration 4Q: 3 clusters Score -2702121 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2702818.750000 Penalty: 4981.753418
	Iteration 5F: 3 clusters Score -2702819 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2703633.500000 Penalty: 4981.753418
	Iteration 6F: 3 clusters Score -2703634 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2704585.750000 Penalty: 4981.753418
	Iteration 7F: 3 clusters Score -2704586 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2705652.500000 Penalty: 4981.753418
	Iteration 8F: 3 clusters Score -2705652 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2706789.500000 Penalty: 4981.753418
	Iteration 9F: 3 clusters Score -2706790 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2707724.000000 Penalty: 4981.753418
	Iteration 10F: 3 clusters Score -2707724 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2708435.750000 Penalty: 4981.753418
	Iteration 11Q: 3 clusters Score -2708436 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2708928.000000 Penalty: 4981.753418
	Iteration 12Q: 3 clusters Score -2708928 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2709197.000000 Penalty: 4981.753418
	Iteration 13Q: 3 clusters Score -2709197 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2709361.750000 Penalty: 4981.753418
	Iteration 14Q: 3 clusters Score -2709362 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2709457.250000 Penalty: 4981.753418
	Iteration 15Q: 3 clusters Score -2709457 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2709529.250000 Penalty: 4981.753418
	Iteration 16Q: 3 clusters Score -2709529 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2709586.500000 Penalty: 4981.753418
	Iteration 17Q: 3 clusters Score -2709586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2709625.750000 Penalty: 4981.753418
	Iteration 18Q: 3 clusters Score -2709626 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2709664.750000 Penalty: 4981.753418
	Iteration 19Q: 3 clusters Score -2709665 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2709711.500000 Penalty: 4981.753418
	Iteration 20F: 3 clusters Score -2709712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2709729.250000 Penalty: 4981.753418
	Iteration 21Q: 3 clusters Score -2709729 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2709758.750000 Penalty: 4981.753418
	Iteration 22Q: 3 clusters Score -2709759 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2709790.000000 Penalty: 4981.753418
	Iteration 23Q: 3 clusters Score -2709790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2709813.500000 Penalty: 4981.753418
	Iteration 24Q: 3 clusters Score -2709814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2709833.750000 Penalty: 4981.753418
	Iteration 25Q: 3 clusters Score -2709834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2709838.750000 Penalty: 4981.753418
	Iteration 26Q: 3 clusters Score -2709839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2709848.500000 Penalty: 4981.753418
	Iteration 27Q: 3 clusters Score -2709848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2709858.500000 Penalty: 4981.753418
	Iteration 28Q: 3 clusters Score -2709858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2709874.250000 Penalty: 4981.753418
	Iteration 29Q: 3 clusters Score -2709874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2709882.750000 Penalty: 4981.753418
	Iteration 30Q: 3 clusters Score -2709883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2709892.750000 Penalty: 4981.753418
	Iteration 31Q: 3 clusters Score -2709893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2709897.000000 Penalty: 4981.753418
	Iteration 32Q: 3 clusters Score -2709897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2709912.750000 Penalty: 4981.753418
	Iteration 33Q: 3 clusters Score -2709913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2709921.750000 Penalty: 4981.753418
	Iteration 34Q: 3 clusters Score -2709922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2709916.750000 Penalty: 4981.753418
	Iteration 35Q: 3 clusters Score -2709917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2709922.500000 Penalty: 4981.753418
	Iteration 36Q: 3 clusters Score -2709922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2709926.750000 Penalty: 4981.753418
	Iteration 37Q: 3 clusters Score -2709927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2709940.000000 Penalty: 4981.753418
	Iteration 38Q: 3 clusters Score -2709940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2709933.250000 Penalty: 4981.753418
	Iteration 39Q: 3 clusters Score -2709933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2709943.750000 Penalty: 4981.753418
	Iteration 40F: 3 clusters Score -2709944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2709955.000000 Penalty: 4981.753418
	Iteration 41Q: 3 clusters Score -2709955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2709963.000000 Penalty: 4981.753418
	Iteration 42Q: 3 clusters Score -2709963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2709969.750000 Penalty: 4981.753418
	Iteration 43Q: 3 clusters Score -2709970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2709977.250000 Penalty: 4981.753418
	Iteration 44Q: 3 clusters Score -2709977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2709969.000000 Penalty: 4981.753418
	Iteration 45Q: 3 clusters Score -2709969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2709980.750000 Penalty: 4981.753418
	Iteration 46Q: 3 clusters Score -2709981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2709982.750000 Penalty: 4981.753418
	Iteration 47Q: 3 clusters Score -2709983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2709989.000000 Penalty: 4981.753418
	Iteration 48Q: 3 clusters Score -2709989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2709992.500000 Penalty: 4981.753418
	Iteration 49Q: 3 clusters Score -2709992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2710003.250000 Penalty: 4981.753418
	Iteration 50Q: 3 clusters Score -2710003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2710008.000000 Penalty: 4981.753418
	Iteration 51Q: 3 clusters Score -2710008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2710005.000000 Penalty: 4981.753418
	Iteration 52Q: 3 clusters Score -2710005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2710012.250000 Penalty: 4981.753418
	Iteration 53Q: 3 clusters Score -2710012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2710012.750000 Penalty: 4981.753418
	Iteration 54Q: 3 clusters Score -2710013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2710017.250000 Penalty: 4981.753418
	Iteration 55Q: 3 clusters Score -2710017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2710023.500000 Penalty: 4981.753418
	Iteration 56Q: 3 clusters Score -2710024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2710020.250000 Penalty: 4981.753418
	Iteration 57Q: 3 clusters Score -2710020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2710024.250000 Penalty: 4981.753418
	Iteration 58Q: 3 clusters Score -2710024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2710030.750000 Penalty: 4981.753418
	Iteration 59Q: 3 clusters Score -2710031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2710035.250000 Penalty: 4981.753418
	Iteration 60F: 3 clusters Score -2710035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2710033.500000 Penalty: 4981.753418
	Iteration 61Q: 3 clusters Score -2710034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2710043.750000 Penalty: 4981.753418
	Iteration 62Q: 3 clusters Score -2710044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2710044.750000 Penalty: 4981.753418
	Iteration 63Q: 3 clusters Score -2710045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2710045.250000 Penalty: 4981.753418
	Iteration 64Q: 3 clusters Score -2710045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2710042.000000 Penalty: 4981.753418
	Iteration 65Q: 3 clusters Score -2710042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2710041.000000 Penalty: 4981.753418
	Iteration 66Q: 3 clusters Score -2710041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2710038.750000 Penalty: 4981.753418
	Iteration 67Q: 3 clusters Score -2710039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2710039.750000 Penalty: 4981.753418
	Iteration 68Q: 3 clusters Score -2710040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2710044.000000 Penalty: 4981.753418
	Iteration 69Q: 3 clusters Score -2710044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2710047.500000 Penalty: 4981.753418
	Iteration 70Q: 3 clusters Score -2710048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2710049.500000 Penalty: 4981.753418
	Iteration 71Q: 3 clusters Score -2710050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2710054.000000 Penalty: 4981.753418
	Iteration 72Q: 3 clusters Score -2710054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2710049.000000 Penalty: 4981.753418
	Iteration 73Q: 3 clusters Score -2710049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2710056.750000 Penalty: 4981.753418
	Iteration 74Q: 3 clusters Score -2710057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2710058.750000 Penalty: 4981.753418
	Iteration 75Q: 3 clusters Score -2710059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2710061.500000 Penalty: 4981.753418
	Iteration 76Q: 3 clusters Score -2710062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2710083.750000 Penalty: 4981.753418
	Iteration 77Q: 3 clusters Score -2710084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2710081.750000 Penalty: 4981.753418
	Iteration 78Q: 3 clusters Score -2710082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2710082.250000 Penalty: 4981.753418
	Iteration 79Q: 3 clusters Score -2710082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2710080.000000 Penalty: 4981.753418
	Iteration 80F: 3 clusters Score -2710080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2710084.000000 Penalty: 4981.753418
	Iteration 81Q: 3 clusters Score -2710084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2710098.750000 Penalty: 4981.753418
	Iteration 82Q: 3 clusters Score -2710099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2710102.250000 Penalty: 4981.753418
	Iteration 83Q: 3 clusters Score -2710102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2710097.000000 Penalty: 4981.753418
	Iteration 84Q: 3 clusters Score -2710097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2710111.500000 Penalty: 4981.753418
	Iteration 85Q: 3 clusters Score -2710112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2710115.500000 Penalty: 4981.753418
	Iteration 86Q: 3 clusters Score -2710116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2710114.750000 Penalty: 4981.753418
	Iteration 87Q: 3 clusters Score -2710115 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2710126.750000 Penalty: 4981.753418
	Iteration 88Q: 3 clusters Score -2710127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2710130.250000 Penalty: 4981.753418
	Iteration 89Q: 3 clusters Score -2710130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2710128.000000 Penalty: 4981.753418
	Iteration 90Q: 3 clusters Score -2710128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2710140.250000 Penalty: 4981.753418
	Iteration 91Q: 3 clusters Score -2710140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2710141.000000 Penalty: 4981.753418
	Iteration 92Q: 3 clusters Score -2710141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2710159.000000 Penalty: 4981.753418
	Iteration 93Q: 3 clusters Score -2710159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2710168.500000 Penalty: 4981.753418
	Iteration 94Q: 3 clusters Score -2710168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2710176.250000 Penalty: 4981.753418
	Iteration 95Q: 3 clusters Score -2710176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2710189.250000 Penalty: 4981.753418
	Iteration 96Q: 3 clusters Score -2710189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2710190.250000 Penalty: 4981.753418
	Iteration 97Q: 3 clusters Score -2710190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2710191.000000 Penalty: 4981.753418
	Iteration 98Q: 3 clusters Score -2710191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2710205.750000 Penalty: 4981.753418
	Iteration 99Q: 3 clusters Score -2710206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2710218.000000 Penalty: 4981.753418
	Iteration 100F: 3 clusters Score -2710218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2710235.000000 Penalty: 4981.753418
	Iteration 101Q: 3 clusters Score -2710235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2710238.000000 Penalty: 4981.753418
	Iteration 102Q: 3 clusters Score -2710238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2710245.500000 Penalty: 4981.753418
	Iteration 103Q: 3 clusters Score -2710246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2710239.750000 Penalty: 4981.753418
	Iteration 104Q: 3 clusters Score -2710240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2710252.000000 Penalty: 4981.753418
	Iteration 105Q: 3 clusters Score -2710252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2710256.750000 Penalty: 4981.753418
	Iteration 106Q: 3 clusters Score -2710257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2710277.000000 Penalty: 4981.753418
	Iteration 107Q: 3 clusters Score -2710277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2710283.000000 Penalty: 4981.753418
	Iteration 108Q: 3 clusters Score -2710283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2710291.500000 Penalty: 4981.753418
	Iteration 109Q: 3 clusters Score -2710292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2710303.250000 Penalty: 4981.753418
	Iteration 110Q: 3 clusters Score -2710303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2710305.250000 Penalty: 4981.753418
	Iteration 111Q: 3 clusters Score -2710305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2710309.250000 Penalty: 4981.753418
	Iteration 112Q: 3 clusters Score -2710309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2710312.250000 Penalty: 4981.753418
	Iteration 113Q: 3 clusters Score -2710312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2710316.750000 Penalty: 4981.753418
	Iteration 114Q: 3 clusters Score -2710317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2710329.750000 Penalty: 4981.753418
	Iteration 115Q: 3 clusters Score -2710330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2710333.500000 Penalty: 4981.753418
	Iteration 116Q: 3 clusters Score -2710334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2710331.250000 Penalty: 4981.753418
	Iteration 117Q: 3 clusters Score -2710331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2710331.500000 Penalty: 4981.753418
	Iteration 118Q: 3 clusters Score -2710332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2710331.000000 Penalty: 4981.753418
	Iteration 119Q: 3 clusters Score -2710331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2710325.500000 Penalty: 4981.753418
	Iteration 120F: 3 clusters Score -2710326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2710325.750000 Penalty: 4981.753418
	Iteration 121Q: 3 clusters Score -2710326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2710327.250000 Penalty: 4981.753418
	Iteration 122Q: 3 clusters Score -2710327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2710329.250000 Penalty: 4981.753418
	Iteration 123Q: 3 clusters Score -2710329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2710323.750000 Penalty: 4981.753418
	Iteration 124Q: 3 clusters Score -2710324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2710332.250000 Penalty: 4981.753418
	Iteration 125Q: 3 clusters Score -2710332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2710331.000000 Penalty: 4981.753418
	Iteration 126Q: 3 clusters Score -2710331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2710330.000000 Penalty: 4981.753418
	Iteration 127Q: 3 clusters Score -2710330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2710330.500000 Penalty: 4981.753418
	Iteration 128Q: 3 clusters Score -2710330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2710330.250000 Penalty: 4981.753418
	Iteration 129Q: 3 clusters Score -2710330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2710329.000000 Penalty: 4981.753418
	Iteration 130Q: 3 clusters Score -2710329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2710333.500000 Penalty: 4981.753418
	Iteration 131Q: 3 clusters Score -2710334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2710327.250000 Penalty: 4981.753418
	Iteration 132Q: 3 clusters Score -2710327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2710333.750000 Penalty: 4981.753418
	Iteration 133Q: 3 clusters Score -2710334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2710332.750000 Penalty: 4981.753418
	Iteration 134Q: 3 clusters Score -2710333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2710340.500000 Penalty: 4981.753418
	Iteration 135Q: 3 clusters Score -2710340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2710334.250000 Penalty: 4981.753418
	Iteration 136Q: 3 clusters Score -2710334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2710338.000000 Penalty: 4981.753418
	Iteration 137Q: 3 clusters Score -2710338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2710338.500000 Penalty: 4981.753418
	Iteration 138Q: 3 clusters Score -2710338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2710343.250000 Penalty: 4981.753418
	Iteration 139Q: 3 clusters Score -2710343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2710341.500000 Penalty: 4981.753418
	Iteration 140F: 3 clusters Score -2710342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2710351.750000 Penalty: 4981.753418
	Iteration 141Q: 3 clusters Score -2710352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2710351.000000 Penalty: 4981.753418
	Iteration 142Q: 3 clusters Score -2710351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2710357.750000 Penalty: 4981.753418
	Iteration 143Q: 3 clusters Score -2710358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2710359.250000 Penalty: 4981.753418
	Iteration 144Q: 3 clusters Score -2710359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2710358.750000 Penalty: 4981.753418
	Iteration 145Q: 3 clusters Score -2710359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2710358.000000 Penalty: 4981.753418
	Iteration 146Q: 3 clusters Score -2710358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2710356.000000 Penalty: 4981.753418
	Iteration 147Q: 3 clusters Score -2710356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2710359.000000 Penalty: 4981.753418
	Iteration 148Q: 3 clusters Score -2710359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2710355.500000 Penalty: 4981.753418
	Iteration 149Q: 3 clusters Score -2710356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2710354.250000 Penalty: 4981.753418
	Iteration 150Q: 3 clusters Score -2710354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2710359.250000 Penalty: 4981.753418
	Iteration 151Q: 3 clusters Score -2710359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2710351.500000 Penalty: 4981.753418
	Iteration 152Q: 3 clusters Score -2710352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2710356.750000 Penalty: 4981.753418
	Iteration 153Q: 3 clusters Score -2710357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2710359.250000 Penalty: 4981.753418
	Iteration 154Q: 3 clusters Score -2710359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2710357.750000 Penalty: 4981.753418
	Iteration 155Q: 3 clusters Score -2710358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2710353.750000 Penalty: 4981.753418
	Iteration 156Q: 3 clusters Score -2710354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2710357.000000 Penalty: 4981.753418
	Iteration 157Q: 3 clusters Score -2710357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2710358.000000 Penalty: 4981.753418
	Iteration 158Q: 3 clusters Score -2710358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2710356.000000 Penalty: 4981.753418
	Iteration 159Q: 3 clusters Score -2710356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2710354.750000 Penalty: 4981.753418
	Iteration 160F: 3 clusters Score -2710355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -590244.062500 Penalty: 2112.858398
	Iteration 0F: 2 clusters Score -590244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -585695.750000 Penalty: 4225.716797
	Iteration 0F: 3 clusters Score -585695.8 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -586910.250000 Penalty: 4225.716797
	Iteration 1F: 3 clusters Score -586910.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -587245.250000 Penalty: 4225.716797
	Iteration 2F: 3 clusters Score -587245.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -587525.250000 Penalty: 4225.716797
	Iteration 3F: 3 clusters Score -587525.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -587775.187500 Penalty: 4225.716797
	Iteration 4F: 3 clusters Score -587775.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -587965.750000 Penalty: 4225.716797
	Iteration 5F: 3 clusters Score -587965.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -588111.562500 Penalty: 4225.716797
	Iteration 6Q: 3 clusters Score -588111.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -588230.750000 Penalty: 4225.716797
	Iteration 7Q: 3 clusters Score -588230.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -588336.500000 Penalty: 4225.716797
	Iteration 8Q: 3 clusters Score -588336.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -588426.062500 Penalty: 4225.716797
	Iteration 9Q: 3 clusters Score -588426.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -588483.187500 Penalty: 4225.716797
	Iteration 10Q: 3 clusters Score -588483.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -588527.437500 Penalty: 4225.716797
	Iteration 11Q: 3 clusters Score -588527.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -588556.437500 Penalty: 4225.716797
	Iteration 12Q: 3 clusters Score -588556.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -588582.625000 Penalty: 4225.716797
	Iteration 13Q: 3 clusters Score -588582.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -588611.687500 Penalty: 4225.716797
	Iteration 14Q: 3 clusters Score -588611.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -588637.375000 Penalty: 4225.716797
	Iteration 15Q: 3 clusters Score -588637.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -588657.125000 Penalty: 4225.716797
	Iteration 16Q: 3 clusters Score -588657.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -588672.937500 Penalty: 4225.716797
	Iteration 17Q: 3 clusters Score -588672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -588680.062500 Penalty: 4225.716797
	Iteration 18Q: 3 clusters Score -588680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -588692.937500 Penalty: 4225.716797
	Iteration 19Q: 3 clusters Score -588692.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -588712.062500 Penalty: 4225.716797
	Iteration 20F: 3 clusters Score -588712.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -588723.062500 Penalty: 4225.716797
	Iteration 21Q: 3 clusters Score -588723.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -588733.062500 Penalty: 4225.716797
	Iteration 22Q: 3 clusters Score -588733.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -588740.250000 Penalty: 4225.716797
	Iteration 23Q: 3 clusters Score -588740.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -588747.937500 Penalty: 4225.716797
	Iteration 24Q: 3 clusters Score -588747.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -588755.750000 Penalty: 4225.716797
	Iteration 25Q: 3 clusters Score -588755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -588758.062500 Penalty: 4225.716797
	Iteration 26Q: 3 clusters Score -588758.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -588762.000000 Penalty: 4225.716797
	Iteration 27Q: 3 clusters Score -588762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -588763.687500 Penalty: 4225.716797
	Iteration 28Q: 3 clusters Score -588763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -588770.250000 Penalty: 4225.716797
	Iteration 29Q: 3 clusters Score -588770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -588769.875000 Penalty: 4225.716797
	Iteration 30Q: 3 clusters Score -588769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -588772.750000 Penalty: 4225.716797
	Iteration 31Q: 3 clusters Score -588772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -588773.687500 Penalty: 4225.716797
	Iteration 32Q: 3 clusters Score -588773.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -588774.437500 Penalty: 4225.716797
	Iteration 33Q: 3 clusters Score -588774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -588774.812500 Penalty: 4225.716797
	Iteration 34Q: 3 clusters Score -588774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -588774.812500 Penalty: 4225.716797
	Iteration 35F: 3 clusters Score -588774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -632870.625000 Penalty: 2123.085205
	Iteration 0F: 2 clusters Score -632870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -628203.437500 Penalty: 4246.170410
	Iteration 0F: 3 clusters Score -628203.4 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -629296.625000 Penalty: 4246.170410
	Iteration 1F: 3 clusters Score -629296.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -629561.500000 Penalty: 4246.170410
	Iteration 2F: 3 clusters Score -629561.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -629741.000000 Penalty: 4246.170410
	Iteration 3F: 3 clusters Score -629741 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -629858.250000 Penalty: 4246.170410
	Iteration 4Q: 3 clusters Score -629858.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -629951.312500 Penalty: 4246.170410
	Iteration 5Q: 3 clusters Score -629951.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -630023.062500 Penalty: 4246.170410
	Iteration 6Q: 3 clusters Score -630023.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -630090.875000 Penalty: 4246.170410
	Iteration 7Q: 3 clusters Score -630090.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -630139.125000 Penalty: 4246.170410
	Iteration 8Q: 3 clusters Score -630139.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -630177.375000 Penalty: 4246.170410
	Iteration 9Q: 3 clusters Score -630177.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -630213.687500 Penalty: 4246.170410
	Iteration 10Q: 3 clusters Score -630213.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -630251.625000 Penalty: 4246.170410
	Iteration 11Q: 3 clusters Score -630251.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -630294.062500 Penalty: 4246.170410
	Iteration 12Q: 3 clusters Score -630294.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -630344.500000 Penalty: 4246.170410
	Iteration 13Q: 3 clusters Score -630344.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -630406.062500 Penalty: 4246.170410
	Iteration 14Q: 3 clusters Score -630406.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -630477.750000 Penalty: 4246.170410
	Iteration 15Q: 3 clusters Score -630477.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -630566.812500 Penalty: 4246.170410
	Iteration 16Q: 3 clusters Score -630566.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -630669.125000 Penalty: 4246.170410
	Iteration 17Q: 3 clusters Score -630669.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -630760.562500 Penalty: 4246.170410
	Iteration 18Q: 3 clusters Score -630760.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -630846.000000 Penalty: 4246.170410
	Iteration 19Q: 3 clusters Score -630846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -630939.187500 Penalty: 4246.170410
	Iteration 20F: 3 clusters Score -630939.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -631043.812500 Penalty: 4246.170410
	Iteration 21Q: 3 clusters Score -631043.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -631137.625000 Penalty: 4246.170410
	Iteration 22Q: 3 clusters Score -631137.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -631219.812500 Penalty: 4246.170410
	Iteration 23Q: 3 clusters Score -631219.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -631266.562500 Penalty: 4246.170410
	Iteration 24Q: 3 clusters Score -631266.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -631292.562500 Penalty: 4246.170410
	Iteration 25Q: 3 clusters Score -631292.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -631309.187500 Penalty: 4246.170410
	Iteration 26Q: 3 clusters Score -631309.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -631321.625000 Penalty: 4246.170410
	Iteration 27Q: 3 clusters Score -631321.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -631334.937500 Penalty: 4246.170410
	Iteration 28Q: 3 clusters Score -631334.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -631343.062500 Penalty: 4246.170410
	Iteration 29Q: 3 clusters Score -631343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -631349.500000 Penalty: 4246.170410
	Iteration 30Q: 3 clusters Score -631349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -631358.437500 Penalty: 4246.170410
	Iteration 31Q: 3 clusters Score -631358.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -631369.250000 Penalty: 4246.170410
	Iteration 32Q: 3 clusters Score -631369.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -631378.937500 Penalty: 4246.170410
	Iteration 33Q: 3 clusters Score -631378.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -631386.187500 Penalty: 4246.170410
	Iteration 34Q: 3 clusters Score -631386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -631393.562500 Penalty: 4246.170410
	Iteration 35Q: 3 clusters Score -631393.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -631397.312500 Penalty: 4246.170410
	Iteration 36Q: 3 clusters Score -631397.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -631397.750000 Penalty: 4246.170410
	Iteration 37Q: 3 clusters Score -631397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -631401.125000 Penalty: 4246.170410
	Iteration 38Q: 3 clusters Score -631401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -631405.375000 Penalty: 4246.170410
	Iteration 39Q: 3 clusters Score -631405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -631408.937500 Penalty: 4246.170410
	Iteration 40F: 3 clusters Score -631408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -631410.125000 Penalty: 4246.170410
	Iteration 41Q: 3 clusters Score -631410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -631411.187500 Penalty: 4246.170410
	Iteration 42Q: 3 clusters Score -631411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -631411.437500 Penalty: 4246.170410
	Iteration 43Q: 3 clusters Score -631411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -631410.625000 Penalty: 4246.170410
	Iteration 44Q: 3 clusters Score -631410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -631410.625000 Penalty: 4246.170410
	Iteration 45F: 3 clusters Score -631410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -765236.250000 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -765236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -759653.125000 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -759653.1 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -761418.812500 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -761418.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -761901.750000 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -761901.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -762293.687500 Penalty: 4375.871582
	Iteration 3F: 3 clusters Score -762293.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -762694.812500 Penalty: 4375.871582
	Iteration 4F: 3 clusters Score -762694.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -762982.125000 Penalty: 4375.871582
	Iteration 5F: 3 clusters Score -762982.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -763204.562500 Penalty: 4375.871582
	Iteration 6Q: 3 clusters Score -763204.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -763376.812500 Penalty: 4375.871582
	Iteration 7Q: 3 clusters Score -763376.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -763516.187500 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -763516.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -763618.562500 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -763618.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -763686.062500 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -763686.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -763735.937500 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -763735.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -763766.437500 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -763766.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -763788.937500 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -763788.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -763802.750000 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -763802.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -763813.875000 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -763813.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -763818.562500 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -763818.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -763823.937500 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -763823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -763827.625000 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -763827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -763828.750000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -763828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -763829.812500 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -763829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -763831.062500 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -763831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -763831.375000 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -763831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -763835.375000 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -763835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -763836.062500 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -763836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -763837.625000 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -763837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -763838.312500 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -763838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -763838.875000 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -763838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -763838.875000 Penalty: 4375.871582
	Iteration 28F: 3 clusters Score -763838.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Entering Unmasked Estep 
Score: -5516929.500000 Penalty: 2666.106201
	Iteration 0F: 2 clusters Score -5516930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -5485436.500000 Penalty: 5332.212402
	Iteration 0F: 3 clusters Score -5485436 nChanged 21362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5497160.000000 Penalty: 5332.212402
	Iteration 1F: 3 clusters Score -5497160 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -5497641.000000 Penalty: 5332.212402
	Iteration 2Q: 3 clusters Score -5497641 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5498068.000000 Penalty: 5332.212402
	Iteration 3Q: 3 clusters Score -5498068 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5498537.000000 Penalty: 5332.212402
	Iteration 4Q: 3 clusters Score -5498537 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -5499137.000000 Penalty: 5332.212402
	Iteration 5Q: 3 clusters Score -5499137 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -5499967.500000 Penalty: 5332.212402
	Iteration 6Q: 3 clusters Score -5499968 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5501373.000000 Penalty: 5332.212402
	Iteration 7Q: 3 clusters Score -5501373 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5503310.500000 Penalty: 5332.212402
	Iteration 8F: 3 clusters Score -5503310 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5505638.500000 Penalty: 5332.212402
	Iteration 9F: 3 clusters Score -5505638 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5508042.000000 Penalty: 5332.212402
	Iteration 10F: 3 clusters Score -5508042 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5510100.000000 Penalty: 5332.212402
	Iteration 11F: 3 clusters Score -5510100 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -5511626.500000 Penalty: 5332.212402
	Iteration 12Q: 3 clusters Score -5511626 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5512657.000000 Penalty: 5332.212402
	Iteration 13Q: 3 clusters Score -5512657 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -5513569.000000 Penalty: 5332.212402
	Iteration 14Q: 3 clusters Score -5513569 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -5514466.500000 Penalty: 5332.212402
	Iteration 15Q: 3 clusters Score -5514466 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -5515064.000000 Penalty: 5332.212402
	Iteration 16Q: 3 clusters Score -5515064 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5515339.500000 Penalty: 5332.212402
	Iteration 17Q: 3 clusters Score -5515340 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5515487.000000 Penalty: 5332.212402
	Iteration 18Q: 3 clusters Score -5515487 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -5515546.500000 Penalty: 5332.212402
	Iteration 19Q: 3 clusters Score -5515546 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5515583.000000 Penalty: 5332.212402
	Iteration 20F: 3 clusters Score -5515583 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5515608.000000 Penalty: 5332.212402
	Iteration 21Q: 3 clusters Score -5515608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -5515628.000000 Penalty: 5332.212402
	Iteration 22Q: 3 clusters Score -5515628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5515640.000000 Penalty: 5332.212402
	Iteration 23Q: 3 clusters Score -5515640 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5515664.500000 Penalty: 5332.212402
	Iteration 24Q: 3 clusters Score -5515664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -5515661.500000 Penalty: 5332.212402
	Iteration 25Q: 3 clusters Score -5515662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -5515656.000000 Penalty: 5332.212402
	Iteration 26Q: 3 clusters Score -5515656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -5515648.500000 Penalty: 5332.212402
	Iteration 27Q: 3 clusters Score -5515648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5515671.500000 Penalty: 5332.212402
	Iteration 28Q: 3 clusters Score -5515672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5515676.500000 Penalty: 5332.212402
	Iteration 29Q: 3 clusters Score -5515676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5515697.000000 Penalty: 5332.212402
	Iteration 30Q: 3 clusters Score -5515697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5515708.500000 Penalty: 5332.212402
	Iteration 31Q: 3 clusters Score -5515708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5515707.000000 Penalty: 5332.212402
	Iteration 32Q: 3 clusters Score -5515707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -5515717.000000 Penalty: 5332.212402
	Iteration 33Q: 3 clusters Score -5515717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5515726.000000 Penalty: 5332.212402
	Iteration 34Q: 3 clusters Score -5515726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -5515744.000000 Penalty: 5332.212402
	Iteration 35Q: 3 clusters Score -5515744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5515756.000000 Penalty: 5332.212402
	Iteration 36Q: 3 clusters Score -5515756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5515766.500000 Penalty: 5332.212402
	Iteration 37Q: 3 clusters Score -5515766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5515761.000000 Penalty: 5332.212402
	Iteration 38Q: 3 clusters Score -5515761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5515768.500000 Penalty: 5332.212402
	Iteration 39Q: 3 clusters Score -5515768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5515779.500000 Penalty: 5332.212402
	Iteration 40F: 3 clusters Score -5515780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5515786.500000 Penalty: 5332.212402
	Iteration 41Q: 3 clusters Score -5515786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5515780.500000 Penalty: 5332.212402
	Iteration 42Q: 3 clusters Score -5515780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -5515786.500000 Penalty: 5332.212402
	Iteration 43Q: 3 clusters Score -5515786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5515793.000000 Penalty: 5332.212402
	Iteration 44Q: 3 clusters Score -5515793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -5515801.500000 Penalty: 5332.212402
	Iteration 45Q: 3 clusters Score -5515802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -5515804.500000 Penalty: 5332.212402
	Iteration 46Q: 3 clusters Score -5515804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5515804.500000 Penalty: 5332.212402
	Iteration 47Q: 3 clusters Score -5515804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -5515804.000000 Penalty: 5332.212402
	Iteration 48Q: 3 clusters Score -5515804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -5515801.000000 Penalty: 5332.212402
	Iteration 49Q: 3 clusters Score -5515801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -5515805.500000 Penalty: 5332.212402
	Iteration 50Q: 3 clusters Score -5515806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5515812.000000 Penalty: 5332.212402
	Iteration 51Q: 3 clusters Score -5515812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5515820.000000 Penalty: 5332.212402
	Iteration 52Q: 3 clusters Score -5515820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5515817.000000 Penalty: 5332.212402
	Iteration 53Q: 3 clusters Score -5515817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5515825.000000 Penalty: 5332.212402
	Iteration 54Q: 3 clusters Score -5515825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -5515819.000000 Penalty: 5332.212402
	Iteration 55Q: 3 clusters Score -5515819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -5515822.500000 Penalty: 5332.212402
	Iteration 56Q: 3 clusters Score -5515822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -5515828.500000 Penalty: 5332.212402
	Iteration 57Q: 3 clusters Score -5515828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5515816.500000 Penalty: 5332.212402
	Iteration 58Q: 3 clusters Score -5515816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5515821.500000 Penalty: 5332.212402
	Iteration 59Q: 3 clusters Score -5515822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5515819.500000 Penalty: 5332.212402
	Iteration 60F: 3 clusters Score -5515820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5515818.000000 Penalty: 5332.212402
	Iteration 61Q: 3 clusters Score -5515818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5515824.000000 Penalty: 5332.212402
	Iteration 62Q: 3 clusters Score -5515824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5515828.500000 Penalty: 5332.212402
	Iteration 63Q: 3 clusters Score -5515828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5515824.000000 Penalty: 5332.212402
	Iteration 64Q: 3 clusters Score -5515824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -5515824.500000 Penalty: 5332.212402
	Iteration 65Q: 3 clusters Score -5515824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5515825.000000 Penalty: 5332.212402
	Iteration 66Q: 3 clusters Score -5515825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -5515837.000000 Penalty: 5332.212402
	Iteration 67Q: 3 clusters Score -5515837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5515837.500000 Penalty: 5332.212402
	Iteration 68Q: 3 clusters Score -5515838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -5515835.000000 Penalty: 5332.212402
	Iteration 69Q: 3 clusters Score -5515835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -5515822.500000 Penalty: 5332.212402
	Iteration 70Q: 3 clusters Score -5515822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5515828.000000 Penalty: 5332.212402
	Iteration 71Q: 3 clusters Score -5515828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5515833.500000 Penalty: 5332.212402
	Iteration 72Q: 3 clusters Score -5515834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5515836.000000 Penalty: 5332.212402
	Iteration 73Q: 3 clusters Score -5515836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -5515836.500000 Penalty: 5332.212402
	Iteration 74Q: 3 clusters Score -5515836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5515833.000000 Penalty: 5332.212402
	Iteration 75Q: 3 clusters Score -5515833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5515835.500000 Penalty: 5332.212402
	Iteration 76Q: 3 clusters Score -5515836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5515831.000000 Penalty: 5332.212402
	Iteration 77Q: 3 clusters Score -5515831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5515835.500000 Penalty: 5332.212402
	Iteration 78Q: 3 clusters Score -5515836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5515836.500000 Penalty: 5332.212402
	Iteration 79Q: 3 clusters Score -5515836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -5515831.500000 Penalty: 5332.212402
	Iteration 80F: 3 clusters Score -5515832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5515828.000000 Penalty: 5332.212402
	Iteration 81Q: 3 clusters Score -5515828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -5515838.500000 Penalty: 5332.212402
	Iteration 82Q: 3 clusters Score -5515838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5515830.000000 Penalty: 5332.212402
	Iteration 83Q: 3 clusters Score -5515830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5515829.500000 Penalty: 5332.212402
	Iteration 84Q: 3 clusters Score -5515830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5515826.500000 Penalty: 5332.212402
	Iteration 85Q: 3 clusters Score -5515826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -5515827.000000 Penalty: 5332.212402
	Iteration 86Q: 3 clusters Score -5515827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5515832.000000 Penalty: 5332.212402
	Iteration 87Q: 3 clusters Score -5515832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -5515836.000000 Penalty: 5332.212402
	Iteration 88Q: 3 clusters Score -5515836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -5515836.000000 Penalty: 5332.212402
	Iteration 89F: 3 clusters Score -5515836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (132357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132357 members 
Entering Unmasked Estep 
Score: -16152188.000000 Penalty: 2924.728027
	Iteration 0F: 2 clusters Score -1.615219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -16063476.000000 Penalty: 5849.456055
	Iteration 0F: 3 clusters Score -1.606348e+07 nChanged 63176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -16100328.000000 Penalty: 5849.456055
	Iteration 1F: 3 clusters Score -1.610033e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -16101287.000000 Penalty: 5849.456055
	Iteration 2Q: 3 clusters Score -1.610129e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -16102636.000000 Penalty: 5849.456055
	Iteration 3Q: 3 clusters Score -1.610264e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -16104286.000000 Penalty: 5849.456055
	Iteration 4Q: 3 clusters Score -1.610429e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -16106487.000000 Penalty: 5849.456055
	Iteration 5Q: 3 clusters Score -1.610649e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -16109199.000000 Penalty: 5849.456055
	Iteration 6Q: 3 clusters Score -1.61092e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -16112113.000000 Penalty: 5849.456055
	Iteration 7F: 3 clusters Score -1.611211e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -16115230.000000 Penalty: 5849.456055
	Iteration 8F: 3 clusters Score -1.611523e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -16118376.000000 Penalty: 5849.456055
	Iteration 9Q: 3 clusters Score -1.611838e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -16121308.000000 Penalty: 5849.456055
	Iteration 10Q: 3 clusters Score -1.612131e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -16124053.000000 Penalty: 5849.456055
	Iteration 11Q: 3 clusters Score -1.612405e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -16126888.000000 Penalty: 5849.456055
	Iteration 12Q: 3 clusters Score -1.612689e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -16129948.000000 Penalty: 5849.456055
	Iteration 13Q: 3 clusters Score -1.612995e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -16133241.000000 Penalty: 5849.456055
	Iteration 14Q: 3 clusters Score -1.613324e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -16136582.000000 Penalty: 5849.456055
	Iteration 15Q: 3 clusters Score -1.613658e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -16139742.000000 Penalty: 5849.456055
	Iteration 16Q: 3 clusters Score -1.613974e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116082 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -16142638.000000 Penalty: 5849.456055
	Iteration 17Q: 3 clusters Score -1.614264e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -16144867.000000 Penalty: 5849.456055
	Iteration 18Q: 3 clusters Score -1.614487e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123269 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -16146568.000000 Penalty: 5849.456055
	Iteration 19Q: 3 clusters Score -1.614657e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -16147730.000000 Penalty: 5849.456055
	Iteration 20F: 3 clusters Score -1.614773e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -16148447.000000 Penalty: 5849.456055
	Iteration 21Q: 3 clusters Score -1.614845e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128230 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -16148920.000000 Penalty: 5849.456055
	Iteration 22Q: 3 clusters Score -1.614892e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -16149235.000000 Penalty: 5849.456055
	Iteration 23Q: 3 clusters Score -1.614924e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129445 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -16149412.000000 Penalty: 5849.456055
	Iteration 24Q: 3 clusters Score -1.614941e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -16149564.000000 Penalty: 5849.456055
	Iteration 25Q: 3 clusters Score -1.614956e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130026 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -16149655.000000 Penalty: 5849.456055
	Iteration 26Q: 3 clusters Score -1.614966e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -16149759.000000 Penalty: 5849.456055
	Iteration 27Q: 3 clusters Score -1.614976e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130347 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -16149817.000000 Penalty: 5849.456055
	Iteration 28Q: 3 clusters Score -1.614982e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -16149865.000000 Penalty: 5849.456055
	Iteration 29Q: 3 clusters Score -1.614986e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130538 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -16149927.000000 Penalty: 5849.456055
	Iteration 30Q: 3 clusters Score -1.614993e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130596 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16149965.000000 Penalty: 5849.456055
	Iteration 31Q: 3 clusters Score -1.614996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130649 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -16149968.000000 Penalty: 5849.456055
	Iteration 32Q: 3 clusters Score -1.614997e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130690 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16149987.000000 Penalty: 5849.456055
	Iteration 33Q: 3 clusters Score -1.614999e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130742 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16150023.000000 Penalty: 5849.456055
	Iteration 34Q: 3 clusters Score -1.615002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130777 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16150042.000000 Penalty: 5849.456055
	Iteration 35Q: 3 clusters Score -1.615004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130801 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -16150024.000000 Penalty: 5849.456055
	Iteration 36Q: 3 clusters Score -1.615002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130821 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -16150039.000000 Penalty: 5849.456055
	Iteration 37Q: 3 clusters Score -1.615004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -16150026.000000 Penalty: 5849.456055
	Iteration 38Q: 3 clusters Score -1.615003e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16150037.000000 Penalty: 5849.456055
	Iteration 39Q: 3 clusters Score -1.615004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16150056.000000 Penalty: 5849.456055
	Iteration 40F: 3 clusters Score -1.615006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130906 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -16150046.000000 Penalty: 5849.456055
	Iteration 41Q: 3 clusters Score -1.615005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -16150065.000000 Penalty: 5849.456055
	Iteration 42Q: 3 clusters Score -1.615006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130928 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16150062.000000 Penalty: 5849.456055
	Iteration 43Q: 3 clusters Score -1.615006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130943 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -16150067.000000 Penalty: 5849.456055
	Iteration 44Q: 3 clusters Score -1.615007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130963 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16150075.000000 Penalty: 5849.456055
	Iteration 45Q: 3 clusters Score -1.615008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16150070.000000 Penalty: 5849.456055
	Iteration 46Q: 3 clusters Score -1.615007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130989 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16150091.000000 Penalty: 5849.456055
	Iteration 47Q: 3 clusters Score -1.615009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131000 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -16150099.000000 Penalty: 5849.456055
	Iteration 48Q: 3 clusters Score -1.61501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16150120.000000 Penalty: 5849.456055
	Iteration 49Q: 3 clusters Score -1.615012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131022 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16150122.000000 Penalty: 5849.456055
	Iteration 50Q: 3 clusters Score -1.615012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -16150132.000000 Penalty: 5849.456055
	Iteration 51Q: 3 clusters Score -1.615013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131039 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16150136.000000 Penalty: 5849.456055
	Iteration 52Q: 3 clusters Score -1.615014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16150141.000000 Penalty: 5849.456055
	Iteration 53Q: 3 clusters Score -1.615014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131052 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16150137.000000 Penalty: 5849.456055
	Iteration 54Q: 3 clusters Score -1.615014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131053 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16150152.000000 Penalty: 5849.456055
	Iteration 55Q: 3 clusters Score -1.615015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131054 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16150159.000000 Penalty: 5849.456055
	Iteration 56Q: 3 clusters Score -1.615016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131055 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16150145.000000 Penalty: 5849.456055
	Iteration 57Q: 3 clusters Score -1.615014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131054 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16150147.000000 Penalty: 5849.456055
	Iteration 58Q: 3 clusters Score -1.615015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131055 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16150151.000000 Penalty: 5849.456055
	Iteration 59Q: 3 clusters Score -1.615015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131057 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -16150160.000000 Penalty: 5849.456055
	Iteration 60F: 3 clusters Score -1.615016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16150162.000000 Penalty: 5849.456055
	Iteration 61Q: 3 clusters Score -1.615016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -16150162.000000 Penalty: 5849.456055
	Iteration 62Q: 3 clusters Score -1.615016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16150168.000000 Penalty: 5849.456055
	Iteration 63Q: 3 clusters Score -1.615017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16150168.000000 Penalty: 5849.456055
	Iteration 64F: 3 clusters Score -1.615017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Entering Unmasked Estep 
Score: -2606483.500000 Penalty: 2469.871338
	Iteration 0F: 2 clusters Score -2606484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2591601.000000 Penalty: 4939.742676
	Iteration 0F: 3 clusters Score -2591601 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2596606.250000 Penalty: 4939.742676
	Iteration 1F: 3 clusters Score -2596606 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2597070.000000 Penalty: 4939.742676
	Iteration 2F: 3 clusters Score -2597070 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2597542.750000 Penalty: 4939.742676
	Iteration 3F: 3 clusters Score -2597543 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2598049.250000 Penalty: 4939.742676
	Iteration 4Q: 3 clusters Score -2598049 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2598657.500000 Penalty: 4939.742676
	Iteration 5F: 3 clusters Score -2598658 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2599394.000000 Penalty: 4939.742676
	Iteration 6F: 3 clusters Score -2599394 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2600292.000000 Penalty: 4939.742676
	Iteration 7F: 3 clusters Score -2600292 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2601182.750000 Penalty: 4939.742676
	Iteration 8F: 3 clusters Score -2601183 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2602043.000000 Penalty: 4939.742676
	Iteration 9F: 3 clusters Score -2602043 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2602874.750000 Penalty: 4939.742676
	Iteration 10Q: 3 clusters Score -2602875 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2603465.750000 Penalty: 4939.742676
	Iteration 11Q: 3 clusters Score -2603466 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2603783.000000 Penalty: 4939.742676
	Iteration 12Q: 3 clusters Score -2603783 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2603942.000000 Penalty: 4939.742676
	Iteration 13Q: 3 clusters Score -2603942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2603988.750000 Penalty: 4939.742676
	Iteration 14Q: 3 clusters Score -2603989 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2604046.500000 Penalty: 4939.742676
	Iteration 15Q: 3 clusters Score -2604046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2604081.000000 Penalty: 4939.742676
	Iteration 16Q: 3 clusters Score -2604081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2604113.500000 Penalty: 4939.742676
	Iteration 17Q: 3 clusters Score -2604114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2604135.750000 Penalty: 4939.742676
	Iteration 18Q: 3 clusters Score -2604136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2604151.750000 Penalty: 4939.742676
	Iteration 19Q: 3 clusters Score -2604152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2604165.250000 Penalty: 4939.742676
	Iteration 20F: 3 clusters Score -2604165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2604169.750000 Penalty: 4939.742676
	Iteration 21Q: 3 clusters Score -2604170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2604168.750000 Penalty: 4939.742676
	Iteration 22Q: 3 clusters Score -2604169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2604176.750000 Penalty: 4939.742676
	Iteration 23Q: 3 clusters Score -2604177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2604185.500000 Penalty: 4939.742676
	Iteration 24Q: 3 clusters Score -2604186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2604198.500000 Penalty: 4939.742676
	Iteration 25Q: 3 clusters Score -2604198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2604217.250000 Penalty: 4939.742676
	Iteration 26Q: 3 clusters Score -2604217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2604217.000000 Penalty: 4939.742676
	Iteration 27Q: 3 clusters Score -2604217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2604220.250000 Penalty: 4939.742676
	Iteration 28Q: 3 clusters Score -2604220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2604228.000000 Penalty: 4939.742676
	Iteration 29Q: 3 clusters Score -2604228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2604226.750000 Penalty: 4939.742676
	Iteration 30Q: 3 clusters Score -2604227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2604240.750000 Penalty: 4939.742676
	Iteration 31Q: 3 clusters Score -2604241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2604247.750000 Penalty: 4939.742676
	Iteration 32Q: 3 clusters Score -2604248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2604248.000000 Penalty: 4939.742676
	Iteration 33Q: 3 clusters Score -2604248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2604257.500000 Penalty: 4939.742676
	Iteration 34Q: 3 clusters Score -2604258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2604257.750000 Penalty: 4939.742676
	Iteration 35Q: 3 clusters Score -2604258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2604263.250000 Penalty: 4939.742676
	Iteration 36Q: 3 clusters Score -2604263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2604278.750000 Penalty: 4939.742676
	Iteration 37Q: 3 clusters Score -2604279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2604273.750000 Penalty: 4939.742676
	Iteration 38Q: 3 clusters Score -2604274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2604283.750000 Penalty: 4939.742676
	Iteration 39Q: 3 clusters Score -2604284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2604282.750000 Penalty: 4939.742676
	Iteration 40F: 3 clusters Score -2604283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2604289.750000 Penalty: 4939.742676
	Iteration 41Q: 3 clusters Score -2604290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2604297.750000 Penalty: 4939.742676
	Iteration 42Q: 3 clusters Score -2604298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2604295.500000 Penalty: 4939.742676
	Iteration 43Q: 3 clusters Score -2604296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2604302.500000 Penalty: 4939.742676
	Iteration 44Q: 3 clusters Score -2604302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2604299.750000 Penalty: 4939.742676
	Iteration 45Q: 3 clusters Score -2604300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2604306.500000 Penalty: 4939.742676
	Iteration 46Q: 3 clusters Score -2604306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2604314.250000 Penalty: 4939.742676
	Iteration 47Q: 3 clusters Score -2604314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2604311.000000 Penalty: 4939.742676
	Iteration 48Q: 3 clusters Score -2604311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2604317.000000 Penalty: 4939.742676
	Iteration 49Q: 3 clusters Score -2604317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2604321.750000 Penalty: 4939.742676
	Iteration 50Q: 3 clusters Score -2604322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2604318.000000 Penalty: 4939.742676
	Iteration 51Q: 3 clusters Score -2604318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2604318.500000 Penalty: 4939.742676
	Iteration 52Q: 3 clusters Score -2604318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2604328.000000 Penalty: 4939.742676
	Iteration 53Q: 3 clusters Score -2604328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2604328.750000 Penalty: 4939.742676
	Iteration 54Q: 3 clusters Score -2604329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2604327.000000 Penalty: 4939.742676
	Iteration 55Q: 3 clusters Score -2604327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2604333.750000 Penalty: 4939.742676
	Iteration 56Q: 3 clusters Score -2604334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2604336.000000 Penalty: 4939.742676
	Iteration 57Q: 3 clusters Score -2604336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2604346.750000 Penalty: 4939.742676
	Iteration 58Q: 3 clusters Score -2604347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2604343.250000 Penalty: 4939.742676
	Iteration 59Q: 3 clusters Score -2604343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2604337.250000 Penalty: 4939.742676
	Iteration 60F: 3 clusters Score -2604337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2604339.250000 Penalty: 4939.742676
	Iteration 61Q: 3 clusters Score -2604339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2604337.250000 Penalty: 4939.742676
	Iteration 62Q: 3 clusters Score -2604337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2604341.250000 Penalty: 4939.742676
	Iteration 63Q: 3 clusters Score -2604341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2604340.500000 Penalty: 4939.742676
	Iteration 64Q: 3 clusters Score -2604340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2604340.000000 Penalty: 4939.742676
	Iteration 65Q: 3 clusters Score -2604340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2604341.000000 Penalty: 4939.742676
	Iteration 66Q: 3 clusters Score -2604341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2604345.500000 Penalty: 4939.742676
	Iteration 67Q: 3 clusters Score -2604346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2604353.500000 Penalty: 4939.742676
	Iteration 68Q: 3 clusters Score -2604354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2604355.000000 Penalty: 4939.742676
	Iteration 69Q: 3 clusters Score -2604355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2604362.250000 Penalty: 4939.742676
	Iteration 70Q: 3 clusters Score -2604362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2604358.750000 Penalty: 4939.742676
	Iteration 71Q: 3 clusters Score -2604359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2604373.000000 Penalty: 4939.742676
	Iteration 72Q: 3 clusters Score -2604373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2604371.000000 Penalty: 4939.742676
	Iteration 73Q: 3 clusters Score -2604371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2604366.500000 Penalty: 4939.742676
	Iteration 74Q: 3 clusters Score -2604366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2604377.750000 Penalty: 4939.742676
	Iteration 75Q: 3 clusters Score -2604378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2604386.750000 Penalty: 4939.742676
	Iteration 76Q: 3 clusters Score -2604387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2604389.750000 Penalty: 4939.742676
	Iteration 77Q: 3 clusters Score -2604390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2604393.500000 Penalty: 4939.742676
	Iteration 78Q: 3 clusters Score -2604394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2604399.000000 Penalty: 4939.742676
	Iteration 79Q: 3 clusters Score -2604399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2604400.500000 Penalty: 4939.742676
	Iteration 80F: 3 clusters Score -2604400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2604402.750000 Penalty: 4939.742676
	Iteration 81Q: 3 clusters Score -2604403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2604409.750000 Penalty: 4939.742676
	Iteration 82Q: 3 clusters Score -2604410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2604413.250000 Penalty: 4939.742676
	Iteration 83Q: 3 clusters Score -2604413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2604416.500000 Penalty: 4939.742676
	Iteration 84Q: 3 clusters Score -2604416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2604415.000000 Penalty: 4939.742676
	Iteration 85Q: 3 clusters Score -2604415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2604413.000000 Penalty: 4939.742676
	Iteration 86Q: 3 clusters Score -2604413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2604422.250000 Penalty: 4939.742676
	Iteration 87Q: 3 clusters Score -2604422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2604419.500000 Penalty: 4939.742676
	Iteration 88Q: 3 clusters Score -2604420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2604420.000000 Penalty: 4939.742676
	Iteration 89Q: 3 clusters Score -2604420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2604419.250000 Penalty: 4939.742676
	Iteration 90Q: 3 clusters Score -2604419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2604417.000000 Penalty: 4939.742676
	Iteration 91Q: 3 clusters Score -2604417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2604418.250000 Penalty: 4939.742676
	Iteration 92Q: 3 clusters Score -2604418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2604420.250000 Penalty: 4939.742676
	Iteration 93Q: 3 clusters Score -2604420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2604419.000000 Penalty: 4939.742676
	Iteration 94Q: 3 clusters Score -2604419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2604418.000000 Penalty: 4939.742676
	Iteration 95Q: 3 clusters Score -2604418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2604419.000000 Penalty: 4939.742676
	Iteration 96Q: 3 clusters Score -2604419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2604417.250000 Penalty: 4939.742676
	Iteration 97Q: 3 clusters Score -2604417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2604420.250000 Penalty: 4939.742676
	Iteration 98Q: 3 clusters Score -2604420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2604416.000000 Penalty: 4939.742676
	Iteration 99Q: 3 clusters Score -2604416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2604421.500000 Penalty: 4939.742676
	Iteration 100F: 3 clusters Score -2604422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2604419.250000 Penalty: 4939.742676
	Iteration 101Q: 3 clusters Score -2604419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2604419.250000 Penalty: 4939.742676
	Iteration 102F: 3 clusters Score -2604419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Entering Unmasked Estep 
Score: -1882818.375000 Penalty: 2390.617676
	Iteration 0F: 2 clusters Score -1882818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1871750.375000 Penalty: 4781.235352
	Iteration 0F: 3 clusters Score -1871750 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1875390.000000 Penalty: 4781.235352
	Iteration 1F: 3 clusters Score -1875390 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1875745.125000 Penalty: 4781.235352
	Iteration 2F: 3 clusters Score -1875745 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1876048.375000 Penalty: 4781.235352
	Iteration 3Q: 3 clusters Score -1876048 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1876286.375000 Penalty: 4781.235352
	Iteration 4Q: 3 clusters Score -1876286 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1876485.375000 Penalty: 4781.235352
	Iteration 5Q: 3 clusters Score -1876485 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1876630.875000 Penalty: 4781.235352
	Iteration 6Q: 3 clusters Score -1876631 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1876769.000000 Penalty: 4781.235352
	Iteration 7Q: 3 clusters Score -1876769 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1876900.125000 Penalty: 4781.235352
	Iteration 8Q: 3 clusters Score -1876900 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1877043.625000 Penalty: 4781.235352
	Iteration 9Q: 3 clusters Score -1877044 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1877251.875000 Penalty: 4781.235352
	Iteration 10Q: 3 clusters Score -1877252 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1877504.000000 Penalty: 4781.235352
	Iteration 11Q: 3 clusters Score -1877504 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1877773.750000 Penalty: 4781.235352
	Iteration 12Q: 3 clusters Score -1877774 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1878071.125000 Penalty: 4781.235352
	Iteration 13Q: 3 clusters Score -1878071 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1878370.875000 Penalty: 4781.235352
	Iteration 14Q: 3 clusters Score -1878371 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1878670.250000 Penalty: 4781.235352
	Iteration 15Q: 3 clusters Score -1878670 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1878985.125000 Penalty: 4781.235352
	Iteration 16Q: 3 clusters Score -1878985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1879204.000000 Penalty: 4781.235352
	Iteration 17Q: 3 clusters Score -1879204 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1879411.500000 Penalty: 4781.235352
	Iteration 18Q: 3 clusters Score -1879412 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1879569.750000 Penalty: 4781.235352
	Iteration 19Q: 3 clusters Score -1879570 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1879737.750000 Penalty: 4781.235352
	Iteration 20F: 3 clusters Score -1879738 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1879872.125000 Penalty: 4781.235352
	Iteration 21Q: 3 clusters Score -1879872 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1879993.750000 Penalty: 4781.235352
	Iteration 22Q: 3 clusters Score -1879994 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1880079.375000 Penalty: 4781.235352
	Iteration 23Q: 3 clusters Score -1880079 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1880146.875000 Penalty: 4781.235352
	Iteration 24Q: 3 clusters Score -1880147 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1880199.250000 Penalty: 4781.235352
	Iteration 25Q: 3 clusters Score -1880199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1880245.125000 Penalty: 4781.235352
	Iteration 26Q: 3 clusters Score -1880245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1880299.500000 Penalty: 4781.235352
	Iteration 27Q: 3 clusters Score -1880300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1880354.875000 Penalty: 4781.235352
	Iteration 28Q: 3 clusters Score -1880355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1880410.625000 Penalty: 4781.235352
	Iteration 29Q: 3 clusters Score -1880411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1880459.000000 Penalty: 4781.235352
	Iteration 30Q: 3 clusters Score -1880459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1880488.250000 Penalty: 4781.235352
	Iteration 31Q: 3 clusters Score -1880488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1880507.500000 Penalty: 4781.235352
	Iteration 32Q: 3 clusters Score -1880508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1880529.500000 Penalty: 4781.235352
	Iteration 33Q: 3 clusters Score -1880530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1880543.625000 Penalty: 4781.235352
	Iteration 34Q: 3 clusters Score -1880544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1880555.875000 Penalty: 4781.235352
	Iteration 35Q: 3 clusters Score -1880556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1880574.250000 Penalty: 4781.235352
	Iteration 36Q: 3 clusters Score -1880574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1880595.625000 Penalty: 4781.235352
	Iteration 37Q: 3 clusters Score -1880596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1880614.750000 Penalty: 4781.235352
	Iteration 38Q: 3 clusters Score -1880615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1880635.000000 Penalty: 4781.235352
	Iteration 39Q: 3 clusters Score -1880635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1880651.125000 Penalty: 4781.235352
	Iteration 40F: 3 clusters Score -1880651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1880664.500000 Penalty: 4781.235352
	Iteration 41Q: 3 clusters Score -1880664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1880669.000000 Penalty: 4781.235352
	Iteration 42Q: 3 clusters Score -1880669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1880679.875000 Penalty: 4781.235352
	Iteration 43Q: 3 clusters Score -1880680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1880694.000000 Penalty: 4781.235352
	Iteration 44Q: 3 clusters Score -1880694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1880698.250000 Penalty: 4781.235352
	Iteration 45Q: 3 clusters Score -1880698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1880706.375000 Penalty: 4781.235352
	Iteration 46Q: 3 clusters Score -1880706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1880712.500000 Penalty: 4781.235352
	Iteration 47Q: 3 clusters Score -1880712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1880720.375000 Penalty: 4781.235352
	Iteration 48Q: 3 clusters Score -1880720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1880726.375000 Penalty: 4781.235352
	Iteration 49Q: 3 clusters Score -1880726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1880728.125000 Penalty: 4781.235352
	Iteration 50Q: 3 clusters Score -1880728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1880735.875000 Penalty: 4781.235352
	Iteration 51Q: 3 clusters Score -1880736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1880740.250000 Penalty: 4781.235352
	Iteration 52Q: 3 clusters Score -1880740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1880746.875000 Penalty: 4781.235352
	Iteration 53Q: 3 clusters Score -1880747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1880747.500000 Penalty: 4781.235352
	Iteration 54Q: 3 clusters Score -1880748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1880746.125000 Penalty: 4781.235352
	Iteration 55Q: 3 clusters Score -1880746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1880746.125000 Penalty: 4781.235352
	Iteration 56F: 3 clusters Score -1880746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Entering Unmasked Estep 
Score: -981110.562500 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -981110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -974329.062500 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -974329.1 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -976293.375000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -976293.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -976647.937500 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -976647.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -976922.437500 Penalty: 4492.828125
	Iteration 3F: 3 clusters Score -976922.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -977169.250000 Penalty: 4492.828125
	Iteration 4Q: 3 clusters Score -977169.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -977400.750000 Penalty: 4492.828125
	Iteration 5Q: 3 clusters Score -977400.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -977619.750000 Penalty: 4492.828125
	Iteration 6Q: 3 clusters Score -977619.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -977824.937500 Penalty: 4492.828125
	Iteration 7Q: 3 clusters Score -977824.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -978062.375000 Penalty: 4492.828125
	Iteration 8Q: 3 clusters Score -978062.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -978300.250000 Penalty: 4492.828125
	Iteration 9Q: 3 clusters Score -978300.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -978552.875000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -978552.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -978763.187500 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -978763.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -978939.937500 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -978939.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -979086.187500 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -979086.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -979199.125000 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -979199.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -979280.187500 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -979280.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -979344.375000 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -979344.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -979375.312500 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -979375.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -979402.312500 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -979402.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -979417.375000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -979417.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -979431.125000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -979431.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -979437.687500 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -979437.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -979449.625000 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -979449.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -979456.000000 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -979456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -979461.312500 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -979461.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -979465.312500 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -979465.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -979470.937500 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -979470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -979473.125000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -979473.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -979477.062500 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -979477.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -979481.250000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -979481.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -979488.812500 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -979488.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -979488.750000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -979488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -979492.937500 Penalty: 4492.828125
	Iteration 32Q: 3 clusters Score -979492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -979493.812500 Penalty: 4492.828125
	Iteration 33Q: 3 clusters Score -979493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -979496.812500 Penalty: 4492.828125
	Iteration 34Q: 3 clusters Score -979496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -979495.062500 Penalty: 4492.828125
	Iteration 35Q: 3 clusters Score -979495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -979494.875000 Penalty: 4492.828125
	Iteration 36Q: 3 clusters Score -979494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -979499.062500 Penalty: 4492.828125
	Iteration 37Q: 3 clusters Score -979499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -979502.062500 Penalty: 4492.828125
	Iteration 38Q: 3 clusters Score -979502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -979504.000000 Penalty: 4492.828125
	Iteration 39Q: 3 clusters Score -979504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -979506.687500 Penalty: 4492.828125
	Iteration 40F: 3 clusters Score -979506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -979506.562500 Penalty: 4492.828125
	Iteration 41Q: 3 clusters Score -979506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -979507.125000 Penalty: 4492.828125
	Iteration 42Q: 3 clusters Score -979507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -979507.062500 Penalty: 4492.828125
	Iteration 43Q: 3 clusters Score -979507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -979509.250000 Penalty: 4492.828125
	Iteration 44Q: 3 clusters Score -979509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -979510.562500 Penalty: 4492.828125
	Iteration 45Q: 3 clusters Score -979510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -979508.687500 Penalty: 4492.828125
	Iteration 46Q: 3 clusters Score -979508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -979509.937500 Penalty: 4492.828125
	Iteration 47Q: 3 clusters Score -979509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -979511.062500 Penalty: 4492.828125
	Iteration 48Q: 3 clusters Score -979511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -979515.000000 Penalty: 4492.828125
	Iteration 49Q: 3 clusters Score -979515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -979517.187500 Penalty: 4492.828125
	Iteration 50Q: 3 clusters Score -979517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -979521.500000 Penalty: 4492.828125
	Iteration 51Q: 3 clusters Score -979521.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -979524.062500 Penalty: 4492.828125
	Iteration 52Q: 3 clusters Score -979524.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -979527.062500 Penalty: 4492.828125
	Iteration 53Q: 3 clusters Score -979527.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -979534.437500 Penalty: 4492.828125
	Iteration 54Q: 3 clusters Score -979534.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -979540.062500 Penalty: 4492.828125
	Iteration 55Q: 3 clusters Score -979540.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -979544.250000 Penalty: 4492.828125
	Iteration 56Q: 3 clusters Score -979544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -979545.062500 Penalty: 4492.828125
	Iteration 57Q: 3 clusters Score -979545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -979547.000000 Penalty: 4492.828125
	Iteration 58Q: 3 clusters Score -979547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -979545.375000 Penalty: 4492.828125
	Iteration 59Q: 3 clusters Score -979545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -979545.375000 Penalty: 4492.828125
	Iteration 60F: 3 clusters Score -979545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -328914.843750 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -328914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -325736.156250 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -325736.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326368.218750 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -326368.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -326540.968750 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -326541 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -326639.500000 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -326639.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -326695.562500 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -326695.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -326736.593750 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -326736.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -326764.187500 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -326764.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -326790.500000 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -326790.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -326821.093750 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -326821.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -326847.250000 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -326847.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -326869.156250 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -326869.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -326908.218750 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -326908.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -326958.343750 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -326958.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -327017.250000 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -327017.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -327072.406250 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -327072.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -327174.750000 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -327174.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -327354.843750 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -327354.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -327579.250000 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -327579.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -327757.593750 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -327757.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -327909.218750 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -327909.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -328004.687500 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -328004.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -328064.968750 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -328065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -328119.625000 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -328119.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -328151.750000 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -328151.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -328180.375000 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -328180.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -328206.343750 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -328206.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -328226.593750 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -328226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -328232.250000 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -328232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -328235.187500 Penalty: 3948.147217
	Iteration 28Q: 3 clusters Score -328235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -328236.781250 Penalty: 3948.147217
	Iteration 29Q: 3 clusters Score -328236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -328238.000000 Penalty: 3948.147217
	Iteration 30Q: 3 clusters Score -328238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -328241.156250 Penalty: 3948.147217
	Iteration 31Q: 3 clusters Score -328241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -328243.031250 Penalty: 3948.147217
	Iteration 32Q: 3 clusters Score -328243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -328245.906250 Penalty: 3948.147217
	Iteration 33Q: 3 clusters Score -328245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328248.375000 Penalty: 3948.147217
	Iteration 34Q: 3 clusters Score -328248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -328250.625000 Penalty: 3948.147217
	Iteration 35Q: 3 clusters Score -328250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -328251.156250 Penalty: 3948.147217
	Iteration 36Q: 3 clusters Score -328251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -328251.375000 Penalty: 3948.147217
	Iteration 37Q: 3 clusters Score -328251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -328251.937500 Penalty: 3948.147217
	Iteration 38Q: 3 clusters Score -328251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -328251.937500 Penalty: 3948.147217
	Iteration 39F: 3 clusters Score -328251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Entering Unmasked Estep 
Score: -3698004.750000 Penalty: 2557.733643
	Iteration 0F: 2 clusters Score -3698005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3677357.500000 Penalty: 5115.467285
	Iteration 0F: 3 clusters Score -3677358 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3684808.750000 Penalty: 5115.467285
	Iteration 1F: 3 clusters Score -3684809 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3685414.500000 Penalty: 5115.467285
	Iteration 2F: 3 clusters Score -3685414 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3686039.000000 Penalty: 5115.467285
	Iteration 3F: 3 clusters Score -3686039 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3686780.500000 Penalty: 5115.467285
	Iteration 4F: 3 clusters Score -3686780 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3687749.250000 Penalty: 5115.467285
	Iteration 5F: 3 clusters Score -3687749 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3689090.000000 Penalty: 5115.467285
	Iteration 6F: 3 clusters Score -3689090 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3690720.750000 Penalty: 5115.467285
	Iteration 7F: 3 clusters Score -3690721 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3692427.000000 Penalty: 5115.467285
	Iteration 8F: 3 clusters Score -3692427 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3693900.000000 Penalty: 5115.467285
	Iteration 9F: 3 clusters Score -3693900 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3694826.250000 Penalty: 5115.467285
	Iteration 10Q: 3 clusters Score -3694826 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3695299.500000 Penalty: 5115.467285
	Iteration 11Q: 3 clusters Score -3695300 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3695557.250000 Penalty: 5115.467285
	Iteration 12Q: 3 clusters Score -3695557 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3695731.250000 Penalty: 5115.467285
	Iteration 13Q: 3 clusters Score -3695731 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3695840.000000 Penalty: 5115.467285
	Iteration 14Q: 3 clusters Score -3695840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3695898.250000 Penalty: 5115.467285
	Iteration 15Q: 3 clusters Score -3695898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3695939.500000 Penalty: 5115.467285
	Iteration 16Q: 3 clusters Score -3695940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3695966.750000 Penalty: 5115.467285
	Iteration 17Q: 3 clusters Score -3695967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3695988.500000 Penalty: 5115.467285
	Iteration 18Q: 3 clusters Score -3695988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3695996.250000 Penalty: 5115.467285
	Iteration 19Q: 3 clusters Score -3695996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3696005.250000 Penalty: 5115.467285
	Iteration 20F: 3 clusters Score -3696005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3696002.750000 Penalty: 5115.467285
	Iteration 21Q: 3 clusters Score -3696003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3696008.000000 Penalty: 5115.467285
	Iteration 22Q: 3 clusters Score -3696008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3696009.750000 Penalty: 5115.467285
	Iteration 23Q: 3 clusters Score -3696010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3696008.500000 Penalty: 5115.467285
	Iteration 24Q: 3 clusters Score -3696008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3696006.750000 Penalty: 5115.467285
	Iteration 25Q: 3 clusters Score -3696007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3696010.000000 Penalty: 5115.467285
	Iteration 26Q: 3 clusters Score -3696010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3696015.500000 Penalty: 5115.467285
	Iteration 27Q: 3 clusters Score -3696016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3696023.500000 Penalty: 5115.467285
	Iteration 28Q: 3 clusters Score -3696024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3696021.250000 Penalty: 5115.467285
	Iteration 29Q: 3 clusters Score -3696021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -3696025.500000 Penalty: 5115.467285
	Iteration 30Q: 3 clusters Score -3696026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3696024.000000 Penalty: 5115.467285
	Iteration 31Q: 3 clusters Score -3696024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3696026.500000 Penalty: 5115.467285
	Iteration 32Q: 3 clusters Score -3696026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3696027.750000 Penalty: 5115.467285
	Iteration 33Q: 3 clusters Score -3696028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3696027.750000 Penalty: 5115.467285
	Iteration 34F: 3 clusters Score -3696028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (155546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Entering Unmasked Estep 
Score: -19239298.000000 Penalty: 2964.764648
	Iteration 0F: 2 clusters Score -1.92393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -19135838.000000 Penalty: 5929.529297
	Iteration 0F: 3 clusters Score -1.913584e+07 nChanged 74342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -19178888.000000 Penalty: 5929.529297
	Iteration 1F: 3 clusters Score -1.917889e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -19180206.000000 Penalty: 5929.529297
	Iteration 2Q: 3 clusters Score -1.918021e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -19182144.000000 Penalty: 5929.529297
	Iteration 3Q: 3 clusters Score -1.918214e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -19184784.000000 Penalty: 5929.529297
	Iteration 4Q: 3 clusters Score -1.918478e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -19188720.000000 Penalty: 5929.529297
	Iteration 5F: 3 clusters Score -1.918872e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 107065 members 
Entering Unmasked Estep 
Score: -19194724.000000 Penalty: 5929.529297
	Iteration 6F: 3 clusters Score -1.919472e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 118267 members 
Entering Unmasked Estep 
Score: -19203000.000000 Penalty: 5929.529297
	Iteration 7F: 3 clusters Score -1.9203e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 130217 members 
Entering Unmasked Estep 
Score: -19213588.000000 Penalty: 5929.529297
	Iteration 8F: 3 clusters Score -1.921359e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -19223648.000000 Penalty: 5929.529297
	Iteration 9F: 3 clusters Score -1.922365e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 148640 members 
Entering Unmasked Estep 
Score: -19230972.000000 Penalty: 5929.529297
	Iteration 10Q: 3 clusters Score -1.923097e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 152702 members 
Entering Unmasked Estep 
Score: -19234432.000000 Penalty: 5929.529297
	Iteration 11Q: 3 clusters Score -1.923443e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -19235806.000000 Penalty: 5929.529297
	Iteration 12Q: 3 clusters Score -1.923581e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -19236378.000000 Penalty: 5929.529297
	Iteration 13Q: 3 clusters Score -1.923638e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 155104 members 
Entering Unmasked Estep 
Score: -19236564.000000 Penalty: 5929.529297
	Iteration 14Q: 3 clusters Score -1.923656e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 155188 members 
Entering Unmasked Estep 
Score: -19236630.000000 Penalty: 5929.529297
	Iteration 15Q: 3 clusters Score -1.923663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 155231 members 
Entering Unmasked Estep 
Score: -19236702.000000 Penalty: 5929.529297
	Iteration 16Q: 3 clusters Score -1.92367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 155237 members 
Entering Unmasked Estep 
Score: -19236740.000000 Penalty: 5929.529297
	Iteration 17Q: 3 clusters Score -1.923674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 155246 members 
Entering Unmasked Estep 
Score: -19236740.000000 Penalty: 5929.529297
	Iteration 18Q: 3 clusters Score -1.923674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -19236776.000000 Penalty: 5929.529297
	Iteration 19Q: 3 clusters Score -1.923678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 155259 members 
Entering Unmasked Estep 
Score: -19236776.000000 Penalty: 5929.529297
	Iteration 20F: 3 clusters Score -1.923678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 155262 members 
Entering Unmasked Estep 
Score: -19236766.000000 Penalty: 5929.529297
	Iteration 21Q: 3 clusters Score -1.923677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 155265 members 
Entering Unmasked Estep 
Score: -19236776.000000 Penalty: 5929.529297
	Iteration 22Q: 3 clusters Score -1.923678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -19236786.000000 Penalty: 5929.529297
	Iteration 23Q: 3 clusters Score -1.923679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -19236798.000000 Penalty: 5929.529297
	Iteration 24Q: 3 clusters Score -1.92368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -19236782.000000 Penalty: 5929.529297
	Iteration 25Q: 3 clusters Score -1.923678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -19236790.000000 Penalty: 5929.529297
	Iteration 26Q: 3 clusters Score -1.923679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 155268 members 
Entering Unmasked Estep 
Score: -19236790.000000 Penalty: 5929.529297
	Iteration 27Q: 3 clusters Score -1.923679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -19236778.000000 Penalty: 5929.529297
	Iteration 28Q: 3 clusters Score -1.923678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -19236778.000000 Penalty: 5929.529297
	Iteration 29F: 3 clusters Score -1.923678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1227915.625000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1227916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1220239.125000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1220239 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1222547.375000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1222547 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1222953.375000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1222953 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1223359.750000 Penalty: 4570.111328
	Iteration 3F: 3 clusters Score -1223360 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1223839.375000 Penalty: 4570.111328
	Iteration 4F: 3 clusters Score -1223839 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1224363.000000 Penalty: 4570.111328
	Iteration 5F: 3 clusters Score -1224363 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1224847.875000 Penalty: 4570.111328
	Iteration 6F: 3 clusters Score -1224848 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1225252.875000 Penalty: 4570.111328
	Iteration 7F: 3 clusters Score -1225253 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1225530.125000 Penalty: 4570.111328
	Iteration 8Q: 3 clusters Score -1225530 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1225716.125000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1225716 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1225845.875000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1225846 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1225935.625000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1225936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1225988.250000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1225988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1226030.500000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1226030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1226062.125000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1226062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1226084.625000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1226085 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1226101.250000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1226101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1226114.875000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1226115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1226122.125000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1226122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1226131.375000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1226131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1226134.750000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1226135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1226137.000000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1226137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1226138.000000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1226138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1226141.500000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1226142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1226142.750000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1226143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1226145.750000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1226146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1226145.125000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1226145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1226143.750000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1226144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1226144.500000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1226144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1226144.125000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1226144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1226144.125000 Penalty: 4570.111328
	Iteration 30F: 3 clusters Score -1226144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Entering Unmasked Estep 
Score: -4526754.000000 Penalty: 2606.219727
	Iteration 0F: 2 clusters Score -4526754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4501878.000000 Penalty: 5212.439453
	Iteration 0F: 3 clusters Score -4501878 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4511165.500000 Penalty: 5212.439453
	Iteration 1F: 3 clusters Score -4511166 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4511988.000000 Penalty: 5212.439453
	Iteration 2F: 3 clusters Score -4511988 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4513041.500000 Penalty: 5212.439453
	Iteration 3F: 3 clusters Score -4513042 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -4514371.500000 Penalty: 5212.439453
	Iteration 4F: 3 clusters Score -4514372 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4515915.500000 Penalty: 5212.439453
	Iteration 5F: 3 clusters Score -4515916 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4517607.000000 Penalty: 5212.439453
	Iteration 6F: 3 clusters Score -4517607 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4519112.000000 Penalty: 5212.439453
	Iteration 7F: 3 clusters Score -4519112 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4520389.000000 Penalty: 5212.439453
	Iteration 8F: 3 clusters Score -4520389 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4521362.500000 Penalty: 5212.439453
	Iteration 9Q: 3 clusters Score -4521362 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -4522109.000000 Penalty: 5212.439453
	Iteration 10Q: 3 clusters Score -4522109 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4522761.000000 Penalty: 5212.439453
	Iteration 11Q: 3 clusters Score -4522761 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -4523313.000000 Penalty: 5212.439453
	Iteration 12Q: 3 clusters Score -4523313 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4523748.500000 Penalty: 5212.439453
	Iteration 13Q: 3 clusters Score -4523748 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4524074.500000 Penalty: 5212.439453
	Iteration 14Q: 3 clusters Score -4524074 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4524275.500000 Penalty: 5212.439453
	Iteration 15Q: 3 clusters Score -4524276 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4524411.000000 Penalty: 5212.439453
	Iteration 16Q: 3 clusters Score -4524411 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4524510.000000 Penalty: 5212.439453
	Iteration 17Q: 3 clusters Score -4524510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4524565.500000 Penalty: 5212.439453
	Iteration 18Q: 3 clusters Score -4524566 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4524596.000000 Penalty: 5212.439453
	Iteration 19Q: 3 clusters Score -4524596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4524612.500000 Penalty: 5212.439453
	Iteration 20F: 3 clusters Score -4524612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4524632.000000 Penalty: 5212.439453
	Iteration 21Q: 3 clusters Score -4524632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4524643.500000 Penalty: 5212.439453
	Iteration 22Q: 3 clusters Score -4524644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4524648.000000 Penalty: 5212.439453
	Iteration 23Q: 3 clusters Score -4524648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4524668.500000 Penalty: 5212.439453
	Iteration 24Q: 3 clusters Score -4524668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4524671.500000 Penalty: 5212.439453
	Iteration 25Q: 3 clusters Score -4524672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4524685.000000 Penalty: 5212.439453
	Iteration 26Q: 3 clusters Score -4524685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4524674.000000 Penalty: 5212.439453
	Iteration 27Q: 3 clusters Score -4524674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4524682.500000 Penalty: 5212.439453
	Iteration 28Q: 3 clusters Score -4524682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4524684.500000 Penalty: 5212.439453
	Iteration 29Q: 3 clusters Score -4524684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4524682.000000 Penalty: 5212.439453
	Iteration 30Q: 3 clusters Score -4524682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4524695.500000 Penalty: 5212.439453
	Iteration 31Q: 3 clusters Score -4524696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4524699.000000 Penalty: 5212.439453
	Iteration 32Q: 3 clusters Score -4524699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4524710.500000 Penalty: 5212.439453
	Iteration 33Q: 3 clusters Score -4524710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4524712.000000 Penalty: 5212.439453
	Iteration 34Q: 3 clusters Score -4524712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4524709.500000 Penalty: 5212.439453
	Iteration 35Q: 3 clusters Score -4524710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4524707.000000 Penalty: 5212.439453
	Iteration 36Q: 3 clusters Score -4524707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4524704.500000 Penalty: 5212.439453
	Iteration 37Q: 3 clusters Score -4524704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4524706.000000 Penalty: 5212.439453
	Iteration 38Q: 3 clusters Score -4524706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4524710.000000 Penalty: 5212.439453
	Iteration 39Q: 3 clusters Score -4524710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4524713.000000 Penalty: 5212.439453
	Iteration 40F: 3 clusters Score -4524713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4524713.500000 Penalty: 5212.439453
	Iteration 41Q: 3 clusters Score -4524714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4524715.000000 Penalty: 5212.439453
	Iteration 42Q: 3 clusters Score -4524715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4524712.500000 Penalty: 5212.439453
	Iteration 43Q: 3 clusters Score -4524712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4524718.500000 Penalty: 5212.439453
	Iteration 44Q: 3 clusters Score -4524718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4524718.000000 Penalty: 5212.439453
	Iteration 45Q: 3 clusters Score -4524718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4524717.000000 Penalty: 5212.439453
	Iteration 46Q: 3 clusters Score -4524717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4524717.000000 Penalty: 5212.439453
	Iteration 47F: 3 clusters Score -4524717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1594015.000000 Penalty: 2351.547119
	Iteration 0F: 2 clusters Score -1594015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1584422.750000 Penalty: 4703.094238
	Iteration 0F: 3 clusters Score -1584423 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1587481.000000 Penalty: 4703.094238
	Iteration 1F: 3 clusters Score -1587481 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1587872.000000 Penalty: 4703.094238
	Iteration 2F: 3 clusters Score -1587872 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1588140.000000 Penalty: 4703.094238
	Iteration 3Q: 3 clusters Score -1588140 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1588385.750000 Penalty: 4703.094238
	Iteration 4Q: 3 clusters Score -1588386 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1588584.250000 Penalty: 4703.094238
	Iteration 5Q: 3 clusters Score -1588584 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1588776.625000 Penalty: 4703.094238
	Iteration 6Q: 3 clusters Score -1588777 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1588972.625000 Penalty: 4703.094238
	Iteration 7Q: 3 clusters Score -1588973 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1589194.375000 Penalty: 4703.094238
	Iteration 8Q: 3 clusters Score -1589194 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1589431.500000 Penalty: 4703.094238
	Iteration 9Q: 3 clusters Score -1589432 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1589657.500000 Penalty: 4703.094238
	Iteration 10Q: 3 clusters Score -1589658 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1589901.250000 Penalty: 4703.094238
	Iteration 11Q: 3 clusters Score -1589901 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1590128.625000 Penalty: 4703.094238
	Iteration 12Q: 3 clusters Score -1590129 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1590319.750000 Penalty: 4703.094238
	Iteration 13Q: 3 clusters Score -1590320 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1590483.875000 Penalty: 4703.094238
	Iteration 14Q: 3 clusters Score -1590484 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1590632.375000 Penalty: 4703.094238
	Iteration 15Q: 3 clusters Score -1590632 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1590781.500000 Penalty: 4703.094238
	Iteration 16Q: 3 clusters Score -1590782 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1590905.250000 Penalty: 4703.094238
	Iteration 17Q: 3 clusters Score -1590905 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1591025.000000 Penalty: 4703.094238
	Iteration 18Q: 3 clusters Score -1591025 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1591138.750000 Penalty: 4703.094238
	Iteration 19Q: 3 clusters Score -1591139 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1591237.500000 Penalty: 4703.094238
	Iteration 20F: 3 clusters Score -1591238 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1591326.875000 Penalty: 4703.094238
	Iteration 21Q: 3 clusters Score -1591327 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1591413.750000 Penalty: 4703.094238
	Iteration 22Q: 3 clusters Score -1591414 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1591504.875000 Penalty: 4703.094238
	Iteration 23Q: 3 clusters Score -1591505 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1591600.125000 Penalty: 4703.094238
	Iteration 24Q: 3 clusters Score -1591600 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1591685.000000 Penalty: 4703.094238
	Iteration 25Q: 3 clusters Score -1591685 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1591758.375000 Penalty: 4703.094238
	Iteration 26Q: 3 clusters Score -1591758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1591832.875000 Penalty: 4703.094238
	Iteration 27Q: 3 clusters Score -1591833 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1591883.875000 Penalty: 4703.094238
	Iteration 28Q: 3 clusters Score -1591884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1591921.125000 Penalty: 4703.094238
	Iteration 29Q: 3 clusters Score -1591921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1591944.500000 Penalty: 4703.094238
	Iteration 30Q: 3 clusters Score -1591944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1591976.500000 Penalty: 4703.094238
	Iteration 31Q: 3 clusters Score -1591976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1591998.250000 Penalty: 4703.094238
	Iteration 32Q: 3 clusters Score -1591998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1592016.750000 Penalty: 4703.094238
	Iteration 33Q: 3 clusters Score -1592017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1592031.250000 Penalty: 4703.094238
	Iteration 34Q: 3 clusters Score -1592031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1592040.625000 Penalty: 4703.094238
	Iteration 35Q: 3 clusters Score -1592041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1592048.125000 Penalty: 4703.094238
	Iteration 36Q: 3 clusters Score -1592048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1592054.625000 Penalty: 4703.094238
	Iteration 37Q: 3 clusters Score -1592055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1592059.125000 Penalty: 4703.094238
	Iteration 38Q: 3 clusters Score -1592059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1592066.875000 Penalty: 4703.094238
	Iteration 39Q: 3 clusters Score -1592067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1592070.250000 Penalty: 4703.094238
	Iteration 40F: 3 clusters Score -1592070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1592077.500000 Penalty: 4703.094238
	Iteration 41Q: 3 clusters Score -1592078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1592087.875000 Penalty: 4703.094238
	Iteration 42Q: 3 clusters Score -1592088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1592109.750000 Penalty: 4703.094238
	Iteration 43Q: 3 clusters Score -1592110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1592129.750000 Penalty: 4703.094238
	Iteration 44Q: 3 clusters Score -1592130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1592176.625000 Penalty: 4703.094238
	Iteration 45Q: 3 clusters Score -1592177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1592305.875000 Penalty: 4703.094238
	Iteration 46Q: 3 clusters Score -1592306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1592503.625000 Penalty: 4703.094238
	Iteration 47Q: 3 clusters Score -1592504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1592648.500000 Penalty: 4703.094238
	Iteration 48Q: 3 clusters Score -1592648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1592721.125000 Penalty: 4703.094238
	Iteration 49Q: 3 clusters Score -1592721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1592753.375000 Penalty: 4703.094238
	Iteration 50Q: 3 clusters Score -1592753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1592768.000000 Penalty: 4703.094238
	Iteration 51Q: 3 clusters Score -1592768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1592775.875000 Penalty: 4703.094238
	Iteration 52Q: 3 clusters Score -1592776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1592780.625000 Penalty: 4703.094238
	Iteration 53Q: 3 clusters Score -1592781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1592784.750000 Penalty: 4703.094238
	Iteration 54Q: 3 clusters Score -1592785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1592787.000000 Penalty: 4703.094238
	Iteration 55Q: 3 clusters Score -1592787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1592786.125000 Penalty: 4703.094238
	Iteration 56Q: 3 clusters Score -1592786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1592789.250000 Penalty: 4703.094238
	Iteration 57Q: 3 clusters Score -1592789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1592788.125000 Penalty: 4703.094238
	Iteration 58Q: 3 clusters Score -1592788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1592788.125000 Penalty: 4703.094238
	Iteration 59F: 3 clusters Score -1592788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Entering Unmasked Estep 
Score: -6981382.000000 Penalty: 2715.460449
	Iteration 0F: 2 clusters Score -6981382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -6943303.500000 Penalty: 5430.920898
	Iteration 0F: 3 clusters Score -6943304 nChanged 26393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -6957898.000000 Penalty: 5430.920898
	Iteration 1F: 3 clusters Score -6957898 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -6958549.000000 Penalty: 5430.920898
	Iteration 2Q: 3 clusters Score -6958549 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6959199.000000 Penalty: 5430.920898
	Iteration 3Q: 3 clusters Score -6959199 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -6959823.500000 Penalty: 5430.920898
	Iteration 4Q: 3 clusters Score -6959824 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -6960527.000000 Penalty: 5430.920898
	Iteration 5Q: 3 clusters Score -6960527 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -6961252.000000 Penalty: 5430.920898
	Iteration 6Q: 3 clusters Score -6961252 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -6962194.000000 Penalty: 5430.920898
	Iteration 7Q: 3 clusters Score -6962194 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -6963225.000000 Penalty: 5430.920898
	Iteration 8Q: 3 clusters Score -6963225 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -6964629.500000 Penalty: 5430.920898
	Iteration 9Q: 3 clusters Score -6964630 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -6966203.500000 Penalty: 5430.920898
	Iteration 10F: 3 clusters Score -6966204 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -6967819.000000 Penalty: 5430.920898
	Iteration 11F: 3 clusters Score -6967819 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -6969465.500000 Penalty: 5430.920898
	Iteration 12F: 3 clusters Score -6969466 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -6970989.000000 Penalty: 5430.920898
	Iteration 13Q: 3 clusters Score -6970989 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -6972433.500000 Penalty: 5430.920898
	Iteration 14Q: 3 clusters Score -6972434 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -6973823.000000 Penalty: 5430.920898
	Iteration 15Q: 3 clusters Score -6973823 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -6975112.500000 Penalty: 5430.920898
	Iteration 16Q: 3 clusters Score -6975112 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6976253.500000 Penalty: 5430.920898
	Iteration 17Q: 3 clusters Score -6976254 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6977029.500000 Penalty: 5430.920898
	Iteration 18Q: 3 clusters Score -6977030 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -6977663.500000 Penalty: 5430.920898
	Iteration 19Q: 3 clusters Score -6977664 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -6978208.000000 Penalty: 5430.920898
	Iteration 20F: 3 clusters Score -6978208 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -6978646.500000 Penalty: 5430.920898
	Iteration 21Q: 3 clusters Score -6978646 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -6978926.000000 Penalty: 5430.920898
	Iteration 22Q: 3 clusters Score -6978926 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -6979114.000000 Penalty: 5430.920898
	Iteration 23Q: 3 clusters Score -6979114 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -6979287.000000 Penalty: 5430.920898
	Iteration 24Q: 3 clusters Score -6979287 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -6979451.000000 Penalty: 5430.920898
	Iteration 25Q: 3 clusters Score -6979451 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -6979569.000000 Penalty: 5430.920898
	Iteration 26Q: 3 clusters Score -6979569 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -6979647.500000 Penalty: 5430.920898
	Iteration 27Q: 3 clusters Score -6979648 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -6979710.500000 Penalty: 5430.920898
	Iteration 28Q: 3 clusters Score -6979710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -6979783.500000 Penalty: 5430.920898
	Iteration 29Q: 3 clusters Score -6979784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -6979808.000000 Penalty: 5430.920898
	Iteration 30Q: 3 clusters Score -6979808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -6979830.000000 Penalty: 5430.920898
	Iteration 31Q: 3 clusters Score -6979830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -6979846.500000 Penalty: 5430.920898
	Iteration 32Q: 3 clusters Score -6979846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -6979863.000000 Penalty: 5430.920898
	Iteration 33Q: 3 clusters Score -6979863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -6979865.500000 Penalty: 5430.920898
	Iteration 34Q: 3 clusters Score -6979866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -6979883.000000 Penalty: 5430.920898
	Iteration 35Q: 3 clusters Score -6979883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -6979888.500000 Penalty: 5430.920898
	Iteration 36Q: 3 clusters Score -6979888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -6979905.000000 Penalty: 5430.920898
	Iteration 37Q: 3 clusters Score -6979905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -6979898.000000 Penalty: 5430.920898
	Iteration 38Q: 3 clusters Score -6979898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -6979898.000000 Penalty: 5430.920898
	Iteration 39Q: 3 clusters Score -6979898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -6979902.000000 Penalty: 5430.920898
	Iteration 40F: 3 clusters Score -6979902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -6979896.500000 Penalty: 5430.920898
	Iteration 41Q: 3 clusters Score -6979896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -6979900.500000 Penalty: 5430.920898
	Iteration 42Q: 3 clusters Score -6979900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -6979908.500000 Penalty: 5430.920898
	Iteration 43Q: 3 clusters Score -6979908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -6979924.000000 Penalty: 5430.920898
	Iteration 44Q: 3 clusters Score -6979924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -6979923.000000 Penalty: 5430.920898
	Iteration 45Q: 3 clusters Score -6979923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -6979930.000000 Penalty: 5430.920898
	Iteration 46Q: 3 clusters Score -6979930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -6979929.500000 Penalty: 5430.920898
	Iteration 47Q: 3 clusters Score -6979930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -6979929.500000 Penalty: 5430.920898
	Iteration 48F: 3 clusters Score -6979930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Entering Unmasked Estep 
Score: -20929608.000000 Penalty: 2983.656494
	Iteration 0F: 2 clusters Score -2.092961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -20818410.000000 Penalty: 5967.312988
	Iteration 0F: 3 clusters Score -2.081841e+07 nChanged 80511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -20865340.000000 Penalty: 5967.312988
	Iteration 1F: 3 clusters Score -2.086534e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -20866518.000000 Penalty: 5967.312988
	Iteration 2Q: 3 clusters Score -2.086652e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -20868532.000000 Penalty: 5967.312988
	Iteration 3Q: 3 clusters Score -2.086853e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -20872498.000000 Penalty: 5967.312988
	Iteration 4F: 3 clusters Score -2.08725e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114399 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -20879370.000000 Penalty: 5967.312988
	Iteration 5F: 3 clusters Score -2.087937e+07 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128086 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -20890704.000000 Penalty: 5967.312988
	Iteration 6F: 3 clusters Score -2.08907e+07 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142493 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -20903958.000000 Penalty: 5967.312988
	Iteration 7F: 3 clusters Score -2.090396e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154450 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -20915168.000000 Penalty: 5967.312988
	Iteration 8F: 3 clusters Score -2.091517e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162085 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -20922184.000000 Penalty: 5967.312988
	Iteration 9Q: 3 clusters Score -2.092218e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20925418.000000 Penalty: 5967.312988
	Iteration 10Q: 3 clusters Score -2.092542e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -20926374.000000 Penalty: 5967.312988
	Iteration 11Q: 3 clusters Score -2.092637e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20926712.000000 Penalty: 5967.312988
	Iteration 12Q: 3 clusters Score -2.092671e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20926816.000000 Penalty: 5967.312988
	Iteration 13Q: 3 clusters Score -2.092682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20926866.000000 Penalty: 5967.312988
	Iteration 14Q: 3 clusters Score -2.092687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167628 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20926898.000000 Penalty: 5967.312988
	Iteration 15Q: 3 clusters Score -2.09269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167641 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20926952.000000 Penalty: 5967.312988
	Iteration 16Q: 3 clusters Score -2.092695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167641 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20926948.000000 Penalty: 5967.312988
	Iteration 17Q: 3 clusters Score -2.092695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20926954.000000 Penalty: 5967.312988
	Iteration 18Q: 3 clusters Score -2.092695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20926972.000000 Penalty: 5967.312988
	Iteration 19Q: 3 clusters Score -2.092697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167655 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20926976.000000 Penalty: 5967.312988
	Iteration 20F: 3 clusters Score -2.092698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167656 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20926972.000000 Penalty: 5967.312988
	Iteration 21Q: 3 clusters Score -2.092697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167659 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20926986.000000 Penalty: 5967.312988
	Iteration 22Q: 3 clusters Score -2.092699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167659 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20926974.000000 Penalty: 5967.312988
	Iteration 23Q: 3 clusters Score -2.092697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167659 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20926974.000000 Penalty: 5967.312988
	Iteration 24F: 3 clusters Score -2.092697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -49531.187500 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -49531.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48157.968750 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -48157.97 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48856.851562 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -48856.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49433.152344 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -49433.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50098.933594 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -50098.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50511.324219 Penalty: 3102.852051
	Iteration 4F: 3 clusters Score -50511.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50648.136719 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -50648.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50687.308594 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -50687.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50721.562500 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -50721.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50724.808594 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -50724.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50724.808594 Penalty: 3102.852051
	Iteration 9F: 3 clusters Score -50724.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 23014 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 46650 members 
Mstep: Class 7 contains 132357 members 
Mstep: Class 8 contains 21145 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 8588 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 155546 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36642 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56922 members 
Mstep: Class 18 contains 167858 members 
Mstep: Class 19 contains 260 members 
Mstep: Class 20 contains 20080 members 
Mstep: Class 21 contains 31906 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 180048 members 
Mstep: Class 24 contains 28285 members 
Mstep: Class 25 contains 11855 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Mstep: Class 28 contains 261 members 
Entering Unmasked Estep 
Score: -124227320.000000 Penalty: 96178.070312
Splitting cluster 19 changes total score from -124227912.000000 to -124227320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (20080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Entering Unmasked Estep 
Score: -2458854.500000 Penalty: 2457.054932
	Iteration 0F: 2 clusters Score -2458854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2444715.750000 Penalty: 4914.109863
	Iteration 0F: 3 clusters Score -2444716 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2449572.250000 Penalty: 4914.109863
	Iteration 1F: 3 clusters Score -2449572 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2450262.250000 Penalty: 4914.109863
	Iteration 2F: 3 clusters Score -2450262 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2450996.750000 Penalty: 4914.109863
	Iteration 3F: 3 clusters Score -2450997 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2451790.000000 Penalty: 4914.109863
	Iteration 4F: 3 clusters Score -2451790 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2452600.750000 Penalty: 4914.109863
	Iteration 5F: 3 clusters Score -2452601 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2453317.250000 Penalty: 4914.109863
	Iteration 6F: 3 clusters Score -2453317 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2453925.000000 Penalty: 4914.109863
	Iteration 7F: 3 clusters Score -2453925 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2454471.000000 Penalty: 4914.109863
	Iteration 8Q: 3 clusters Score -2454471 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2454920.000000 Penalty: 4914.109863
	Iteration 9Q: 3 clusters Score -2454920 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2455324.000000 Penalty: 4914.109863
	Iteration 10Q: 3 clusters Score -2455324 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2455670.000000 Penalty: 4914.109863
	Iteration 11Q: 3 clusters Score -2455670 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2455995.750000 Penalty: 4914.109863
	Iteration 12Q: 3 clusters Score -2455996 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2456208.000000 Penalty: 4914.109863
	Iteration 13Q: 3 clusters Score -2456208 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2456388.250000 Penalty: 4914.109863
	Iteration 14Q: 3 clusters Score -2456388 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2456515.750000 Penalty: 4914.109863
	Iteration 15Q: 3 clusters Score -2456516 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2456631.250000 Penalty: 4914.109863
	Iteration 16Q: 3 clusters Score -2456631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2456718.000000 Penalty: 4914.109863
	Iteration 17Q: 3 clusters Score -2456718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2456763.000000 Penalty: 4914.109863
	Iteration 18Q: 3 clusters Score -2456763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2456782.250000 Penalty: 4914.109863
	Iteration 19Q: 3 clusters Score -2456782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2456804.250000 Penalty: 4914.109863
	Iteration 20F: 3 clusters Score -2456804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2456817.750000 Penalty: 4914.109863
	Iteration 21Q: 3 clusters Score -2456818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2456829.750000 Penalty: 4914.109863
	Iteration 22Q: 3 clusters Score -2456830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2456846.500000 Penalty: 4914.109863
	Iteration 23Q: 3 clusters Score -2456846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2456866.500000 Penalty: 4914.109863
	Iteration 24Q: 3 clusters Score -2456866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2456879.000000 Penalty: 4914.109863
	Iteration 25Q: 3 clusters Score -2456879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2456885.000000 Penalty: 4914.109863
	Iteration 26Q: 3 clusters Score -2456885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2456891.750000 Penalty: 4914.109863
	Iteration 27Q: 3 clusters Score -2456892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2456898.000000 Penalty: 4914.109863
	Iteration 28Q: 3 clusters Score -2456898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2456900.250000 Penalty: 4914.109863
	Iteration 29Q: 3 clusters Score -2456900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2456906.000000 Penalty: 4914.109863
	Iteration 30Q: 3 clusters Score -2456906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2456909.000000 Penalty: 4914.109863
	Iteration 31Q: 3 clusters Score -2456909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2456910.750000 Penalty: 4914.109863
	Iteration 32Q: 3 clusters Score -2456911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2456911.250000 Penalty: 4914.109863
	Iteration 33Q: 3 clusters Score -2456911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2456913.000000 Penalty: 4914.109863
	Iteration 34Q: 3 clusters Score -2456913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2456912.750000 Penalty: 4914.109863
	Iteration 35Q: 3 clusters Score -2456913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2456912.750000 Penalty: 4914.109863
	Iteration 36F: 3 clusters Score -2456913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Entering Unmasked Estep 
Score: -3795801.000000 Penalty: 2571.896240
	Iteration 0F: 2 clusters Score -3795801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3774107.000000 Penalty: 5143.792480
	Iteration 0F: 3 clusters Score -3774107 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3782047.250000 Penalty: 5143.792480
	Iteration 1F: 3 clusters Score -3782047 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3782738.250000 Penalty: 5143.792480
	Iteration 2F: 3 clusters Score -3782738 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3783643.000000 Penalty: 5143.792480
	Iteration 3F: 3 clusters Score -3783643 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3784843.500000 Penalty: 5143.792480
	Iteration 4F: 3 clusters Score -3784844 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3786316.500000 Penalty: 5143.792480
	Iteration 5F: 3 clusters Score -3786316 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3788006.000000 Penalty: 5143.792480
	Iteration 6F: 3 clusters Score -3788006 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3789698.250000 Penalty: 5143.792480
	Iteration 7F: 3 clusters Score -3789698 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3791333.000000 Penalty: 5143.792480
	Iteration 8F: 3 clusters Score -3791333 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3792447.750000 Penalty: 5143.792480
	Iteration 9Q: 3 clusters Score -3792448 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3793036.500000 Penalty: 5143.792480
	Iteration 10Q: 3 clusters Score -3793036 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3793394.000000 Penalty: 5143.792480
	Iteration 11Q: 3 clusters Score -3793394 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3793632.250000 Penalty: 5143.792480
	Iteration 12Q: 3 clusters Score -3793632 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3793814.500000 Penalty: 5143.792480
	Iteration 13Q: 3 clusters Score -3793814 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3793976.250000 Penalty: 5143.792480
	Iteration 14Q: 3 clusters Score -3793976 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3794122.000000 Penalty: 5143.792480
	Iteration 15Q: 3 clusters Score -3794122 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3794235.750000 Penalty: 5143.792480
	Iteration 16Q: 3 clusters Score -3794236 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3794298.250000 Penalty: 5143.792480
	Iteration 17Q: 3 clusters Score -3794298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3794363.500000 Penalty: 5143.792480
	Iteration 18Q: 3 clusters Score -3794364 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3794437.000000 Penalty: 5143.792480
	Iteration 19Q: 3 clusters Score -3794437 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3794494.500000 Penalty: 5143.792480
	Iteration 20F: 3 clusters Score -3794494 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3794551.000000 Penalty: 5143.792480
	Iteration 21Q: 3 clusters Score -3794551 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3794618.250000 Penalty: 5143.792480
	Iteration 22Q: 3 clusters Score -3794618 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3794675.250000 Penalty: 5143.792480
	Iteration 23Q: 3 clusters Score -3794675 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3794759.750000 Penalty: 5143.792480
	Iteration 24Q: 3 clusters Score -3794760 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3794821.000000 Penalty: 5143.792480
	Iteration 25Q: 3 clusters Score -3794821 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3794906.750000 Penalty: 5143.792480
	Iteration 26Q: 3 clusters Score -3794907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3794980.250000 Penalty: 5143.792480
	Iteration 27Q: 3 clusters Score -3794980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3795045.500000 Penalty: 5143.792480
	Iteration 28Q: 3 clusters Score -3795046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3795088.250000 Penalty: 5143.792480
	Iteration 29Q: 3 clusters Score -3795088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3795142.750000 Penalty: 5143.792480
	Iteration 30Q: 3 clusters Score -3795143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3795184.750000 Penalty: 5143.792480
	Iteration 31Q: 3 clusters Score -3795185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3795210.500000 Penalty: 5143.792480
	Iteration 32Q: 3 clusters Score -3795210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3795225.750000 Penalty: 5143.792480
	Iteration 33Q: 3 clusters Score -3795226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3795237.000000 Penalty: 5143.792480
	Iteration 34Q: 3 clusters Score -3795237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3795247.250000 Penalty: 5143.792480
	Iteration 35Q: 3 clusters Score -3795247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3795249.250000 Penalty: 5143.792480
	Iteration 36Q: 3 clusters Score -3795249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3795247.500000 Penalty: 5143.792480
	Iteration 37Q: 3 clusters Score -3795248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3795258.250000 Penalty: 5143.792480
	Iteration 38Q: 3 clusters Score -3795258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3795265.750000 Penalty: 5143.792480
	Iteration 39Q: 3 clusters Score -3795266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3795262.500000 Penalty: 5143.792480
	Iteration 40F: 3 clusters Score -3795262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3795265.250000 Penalty: 5143.792480
	Iteration 41Q: 3 clusters Score -3795265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3795265.750000 Penalty: 5143.792480
	Iteration 42Q: 3 clusters Score -3795266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3795267.500000 Penalty: 5143.792480
	Iteration 43Q: 3 clusters Score -3795268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3795270.250000 Penalty: 5143.792480
	Iteration 44Q: 3 clusters Score -3795270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3795273.000000 Penalty: 5143.792480
	Iteration 45Q: 3 clusters Score -3795273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3795274.500000 Penalty: 5143.792480
	Iteration 46Q: 3 clusters Score -3795274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3795271.750000 Penalty: 5143.792480
	Iteration 47Q: 3 clusters Score -3795272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3795271.250000 Penalty: 5143.792480
	Iteration 48Q: 3 clusters Score -3795271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3795266.500000 Penalty: 5143.792480
	Iteration 49Q: 3 clusters Score -3795266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3795272.250000 Penalty: 5143.792480
	Iteration 50Q: 3 clusters Score -3795272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3795271.000000 Penalty: 5143.792480
	Iteration 51Q: 3 clusters Score -3795271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3795268.500000 Penalty: 5143.792480
	Iteration 52Q: 3 clusters Score -3795268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3795277.250000 Penalty: 5143.792480
	Iteration 53Q: 3 clusters Score -3795277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3795275.500000 Penalty: 5143.792480
	Iteration 54Q: 3 clusters Score -3795276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3795278.750000 Penalty: 5143.792480
	Iteration 55Q: 3 clusters Score -3795279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3795279.000000 Penalty: 5143.792480
	Iteration 56Q: 3 clusters Score -3795279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3795276.500000 Penalty: 5143.792480
	Iteration 57Q: 3 clusters Score -3795276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3795275.750000 Penalty: 5143.792480
	Iteration 58Q: 3 clusters Score -3795276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3795276.750000 Penalty: 5143.792480
	Iteration 59Q: 3 clusters Score -3795277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3795279.250000 Penalty: 5143.792480
	Iteration 60F: 3 clusters Score -3795279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3795283.000000 Penalty: 5143.792480
	Iteration 61Q: 3 clusters Score -3795283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3795281.000000 Penalty: 5143.792480
	Iteration 62Q: 3 clusters Score -3795281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3795276.250000 Penalty: 5143.792480
	Iteration 63Q: 3 clusters Score -3795276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3795281.000000 Penalty: 5143.792480
	Iteration 64Q: 3 clusters Score -3795281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3795277.750000 Penalty: 5143.792480
	Iteration 65Q: 3 clusters Score -3795278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3795275.000000 Penalty: 5143.792480
	Iteration 66Q: 3 clusters Score -3795275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3795270.250000 Penalty: 5143.792480
	Iteration 67Q: 3 clusters Score -3795270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3795277.750000 Penalty: 5143.792480
	Iteration 68Q: 3 clusters Score -3795278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3795275.250000 Penalty: 5143.792480
	Iteration 69Q: 3 clusters Score -3795275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3795278.750000 Penalty: 5143.792480
	Iteration 70Q: 3 clusters Score -3795279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3795280.500000 Penalty: 5143.792480
	Iteration 71Q: 3 clusters Score -3795280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3795282.500000 Penalty: 5143.792480
	Iteration 72Q: 3 clusters Score -3795282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3795282.000000 Penalty: 5143.792480
	Iteration 73Q: 3 clusters Score -3795282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3795281.750000 Penalty: 5143.792480
	Iteration 74Q: 3 clusters Score -3795282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3795281.500000 Penalty: 5143.792480
	Iteration 75Q: 3 clusters Score -3795282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3795279.250000 Penalty: 5143.792480
	Iteration 76Q: 3 clusters Score -3795279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3795283.250000 Penalty: 5143.792480
	Iteration 77Q: 3 clusters Score -3795283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3795279.750000 Penalty: 5143.792480
	Iteration 78Q: 3 clusters Score -3795280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3795280.750000 Penalty: 5143.792480
	Iteration 79Q: 3 clusters Score -3795281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3795286.000000 Penalty: 5143.792480
	Iteration 80F: 3 clusters Score -3795286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3795283.500000 Penalty: 5143.792480
	Iteration 81Q: 3 clusters Score -3795284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3795288.500000 Penalty: 5143.792480
	Iteration 82Q: 3 clusters Score -3795288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3795290.000000 Penalty: 5143.792480
	Iteration 83Q: 3 clusters Score -3795290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3795293.250000 Penalty: 5143.792480
	Iteration 84Q: 3 clusters Score -3795293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3795287.000000 Penalty: 5143.792480
	Iteration 85Q: 3 clusters Score -3795287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3795287.500000 Penalty: 5143.792480
	Iteration 86Q: 3 clusters Score -3795288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3795287.500000 Penalty: 5143.792480
	Iteration 87Q: 3 clusters Score -3795288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3795288.750000 Penalty: 5143.792480
	Iteration 88Q: 3 clusters Score -3795289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3795290.500000 Penalty: 5143.792480
	Iteration 89Q: 3 clusters Score -3795290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3795287.500000 Penalty: 5143.792480
	Iteration 90Q: 3 clusters Score -3795288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3795291.750000 Penalty: 5143.792480
	Iteration 91Q: 3 clusters Score -3795292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3795292.500000 Penalty: 5143.792480
	Iteration 92Q: 3 clusters Score -3795292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3795281.500000 Penalty: 5143.792480
	Iteration 93Q: 3 clusters Score -3795282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3795289.000000 Penalty: 5143.792480
	Iteration 94Q: 3 clusters Score -3795289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3795285.000000 Penalty: 5143.792480
	Iteration 95Q: 3 clusters Score -3795285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3795289.250000 Penalty: 5143.792480
	Iteration 96Q: 3 clusters Score -3795289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3795293.000000 Penalty: 5143.792480
	Iteration 97Q: 3 clusters Score -3795293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3795297.000000 Penalty: 5143.792480
	Iteration 98Q: 3 clusters Score -3795297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3795300.000000 Penalty: 5143.792480
	Iteration 99Q: 3 clusters Score -3795300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3795296.500000 Penalty: 5143.792480
	Iteration 100F: 3 clusters Score -3795296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3795296.000000 Penalty: 5143.792480
	Iteration 101Q: 3 clusters Score -3795296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3795296.750000 Penalty: 5143.792480
	Iteration 102Q: 3 clusters Score -3795297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3795297.750000 Penalty: 5143.792480
	Iteration 103Q: 3 clusters Score -3795298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3795300.250000 Penalty: 5143.792480
	Iteration 104Q: 3 clusters Score -3795300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3795299.250000 Penalty: 5143.792480
	Iteration 105Q: 3 clusters Score -3795299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3795295.500000 Penalty: 5143.792480
	Iteration 106Q: 3 clusters Score -3795296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3795299.500000 Penalty: 5143.792480
	Iteration 107Q: 3 clusters Score -3795300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3795299.500000 Penalty: 5143.792480
	Iteration 108F: 3 clusters Score -3795300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -713284.000000 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -713284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -708137.250000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -708137.2 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -709413.500000 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -709413.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -709653.875000 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -709653.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -709841.375000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -709841.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -710011.562500 Penalty: 4308.636719
	Iteration 4Q: 3 clusters Score -710011.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -710169.062500 Penalty: 4308.636719
	Iteration 5Q: 3 clusters Score -710169.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -710320.125000 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -710320.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -710487.937500 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -710487.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -710641.875000 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -710641.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -710773.812500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -710773.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -710907.375000 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -710907.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711028.062500 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -711028.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -711133.687500 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -711133.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -711230.937500 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -711230.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -711358.875000 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -711358.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -711483.187500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -711483.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -711590.750000 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -711590.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -711687.875000 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -711687.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -711765.812500 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -711765.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -711826.000000 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -711826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -711875.375000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -711875.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -711915.187500 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -711915.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -711940.625000 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -711940.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -711959.312500 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -711959.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -711976.250000 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -711976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -711981.687500 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -711981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -711988.625000 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -711988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -711992.625000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -711992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -711997.750000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -711997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -711999.687500 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -711999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -712003.062500 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -712003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -712003.687500 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -712003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -712006.562500 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -712006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -712007.000000 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -712007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -712009.187500 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -712009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -712010.500000 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -712010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -712010.500000 Penalty: 4308.636719
	Iteration 36F: 3 clusters Score -712010.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (180048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Entering Unmasked Estep 
Score: -22338218.000000 Penalty: 3001.042725
	Iteration 0F: 2 clusters Score -2.233822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -22221174.000000 Penalty: 6002.085449
	Iteration 0F: 3 clusters Score -2.222117e+07 nChanged 86663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -22273014.000000 Penalty: 6002.085449
	Iteration 1F: 3 clusters Score -2.227301e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -22275116.000000 Penalty: 6002.085449
	Iteration 2Q: 3 clusters Score -2.227512e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -22278634.000000 Penalty: 6002.085449
	Iteration 3Q: 3 clusters Score -2.227863e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -22284060.000000 Penalty: 6002.085449
	Iteration 4F: 3 clusters Score -2.228406e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -22290576.000000 Penalty: 6002.085449
	Iteration 5F: 3 clusters Score -2.229058e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119777 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -22297384.000000 Penalty: 6002.085449
	Iteration 6F: 3 clusters Score -2.229738e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128112 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -22303750.000000 Penalty: 6002.085449
	Iteration 7F: 3 clusters Score -2.230375e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136642 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -22309498.000000 Penalty: 6002.085449
	Iteration 8F: 3 clusters Score -2.23095e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -22315166.000000 Penalty: 6002.085449
	Iteration 9F: 3 clusters Score -2.231517e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -22320770.000000 Penalty: 6002.085449
	Iteration 10Q: 3 clusters Score -2.232077e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -22325714.000000 Penalty: 6002.085449
	Iteration 11Q: 3 clusters Score -2.232571e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -22329672.000000 Penalty: 6002.085449
	Iteration 12Q: 3 clusters Score -2.232967e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173089 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -22332264.000000 Penalty: 6002.085449
	Iteration 13Q: 3 clusters Score -2.233226e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176051 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -22334044.000000 Penalty: 6002.085449
	Iteration 14Q: 3 clusters Score -2.233404e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -22334852.000000 Penalty: 6002.085449
	Iteration 15Q: 3 clusters Score -2.233485e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178479 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22335294.000000 Penalty: 6002.085449
	Iteration 16Q: 3 clusters Score -2.233529e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178899 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -22335522.000000 Penalty: 6002.085449
	Iteration 17Q: 3 clusters Score -2.233552e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22335642.000000 Penalty: 6002.085449
	Iteration 18Q: 3 clusters Score -2.233564e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179250 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22335748.000000 Penalty: 6002.085449
	Iteration 19Q: 3 clusters Score -2.233575e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179329 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -22335750.000000 Penalty: 6002.085449
	Iteration 20F: 3 clusters Score -2.233575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179373 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22335810.000000 Penalty: 6002.085449
	Iteration 21Q: 3 clusters Score -2.233581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179399 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22335822.000000 Penalty: 6002.085449
	Iteration 22Q: 3 clusters Score -2.233582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22335880.000000 Penalty: 6002.085449
	Iteration 23Q: 3 clusters Score -2.233588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179429 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22335854.000000 Penalty: 6002.085449
	Iteration 24Q: 3 clusters Score -2.233585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -22335876.000000 Penalty: 6002.085449
	Iteration 25Q: 3 clusters Score -2.233588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -22335898.000000 Penalty: 6002.085449
	Iteration 26Q: 3 clusters Score -2.23359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179454 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22335898.000000 Penalty: 6002.085449
	Iteration 27Q: 3 clusters Score -2.23359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22335894.000000 Penalty: 6002.085449
	Iteration 28Q: 3 clusters Score -2.233589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179466 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -22335900.000000 Penalty: 6002.085449
	Iteration 29Q: 3 clusters Score -2.23359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22335908.000000 Penalty: 6002.085449
	Iteration 30Q: 3 clusters Score -2.233591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22335910.000000 Penalty: 6002.085449
	Iteration 31Q: 3 clusters Score -2.233591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22335902.000000 Penalty: 6002.085449
	Iteration 32Q: 3 clusters Score -2.23359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179476 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22335924.000000 Penalty: 6002.085449
	Iteration 33Q: 3 clusters Score -2.233592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179478 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22335930.000000 Penalty: 6002.085449
	Iteration 34Q: 3 clusters Score -2.233593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22335928.000000 Penalty: 6002.085449
	Iteration 35Q: 3 clusters Score -2.233593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22335930.000000 Penalty: 6002.085449
	Iteration 36Q: 3 clusters Score -2.233593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179481 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22335920.000000 Penalty: 6002.085449
	Iteration 37Q: 3 clusters Score -2.233592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -22335918.000000 Penalty: 6002.085449
	Iteration 38Q: 3 clusters Score -2.233592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179484 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22335916.000000 Penalty: 6002.085449
	Iteration 39Q: 3 clusters Score -2.233592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22335922.000000 Penalty: 6002.085449
	Iteration 40F: 3 clusters Score -2.233592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -22335920.000000 Penalty: 6002.085449
	Iteration 41Q: 3 clusters Score -2.233592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22335908.000000 Penalty: 6002.085449
	Iteration 42Q: 3 clusters Score -2.233591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179489 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22335916.000000 Penalty: 6002.085449
	Iteration 43Q: 3 clusters Score -2.233592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22335918.000000 Penalty: 6002.085449
	Iteration 44Q: 3 clusters Score -2.233592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22335918.000000 Penalty: 6002.085449
	Iteration 45F: 3 clusters Score -2.233592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Entering Unmasked Estep 
Score: -3469768.750000 Penalty: 2542.021484
	Iteration 0F: 2 clusters Score -3469769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3450312.250000 Penalty: 5084.042969
	Iteration 0F: 3 clusters Score -3450312 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3457122.000000 Penalty: 5084.042969
	Iteration 1F: 3 clusters Score -3457122 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3457604.000000 Penalty: 5084.042969
	Iteration 2Q: 3 clusters Score -3457604 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3458036.250000 Penalty: 5084.042969
	Iteration 3Q: 3 clusters Score -3458036 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3458457.000000 Penalty: 5084.042969
	Iteration 4Q: 3 clusters Score -3458457 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3458906.000000 Penalty: 5084.042969
	Iteration 5Q: 3 clusters Score -3458906 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3459571.000000 Penalty: 5084.042969
	Iteration 6Q: 3 clusters Score -3459571 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3460475.750000 Penalty: 5084.042969
	Iteration 7F: 3 clusters Score -3460476 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3461535.250000 Penalty: 5084.042969
	Iteration 8F: 3 clusters Score -3461535 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3462738.500000 Penalty: 5084.042969
	Iteration 9F: 3 clusters Score -3462738 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3463792.250000 Penalty: 5084.042969
	Iteration 10Q: 3 clusters Score -3463792 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3464655.750000 Penalty: 5084.042969
	Iteration 11Q: 3 clusters Score -3464656 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3465284.750000 Penalty: 5084.042969
	Iteration 12Q: 3 clusters Score -3465285 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3465776.250000 Penalty: 5084.042969
	Iteration 13Q: 3 clusters Score -3465776 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3466164.750000 Penalty: 5084.042969
	Iteration 14Q: 3 clusters Score -3466165 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3466490.250000 Penalty: 5084.042969
	Iteration 15Q: 3 clusters Score -3466490 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3466719.250000 Penalty: 5084.042969
	Iteration 16Q: 3 clusters Score -3466719 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3466941.500000 Penalty: 5084.042969
	Iteration 17Q: 3 clusters Score -3466942 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3467096.000000 Penalty: 5084.042969
	Iteration 18Q: 3 clusters Score -3467096 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3467209.250000 Penalty: 5084.042969
	Iteration 19Q: 3 clusters Score -3467209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3467290.250000 Penalty: 5084.042969
	Iteration 20F: 3 clusters Score -3467290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3467356.750000 Penalty: 5084.042969
	Iteration 21Q: 3 clusters Score -3467357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3467399.750000 Penalty: 5084.042969
	Iteration 22Q: 3 clusters Score -3467400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3467437.750000 Penalty: 5084.042969
	Iteration 23Q: 3 clusters Score -3467438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3467484.250000 Penalty: 5084.042969
	Iteration 24Q: 3 clusters Score -3467484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3467509.500000 Penalty: 5084.042969
	Iteration 25Q: 3 clusters Score -3467510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3467539.000000 Penalty: 5084.042969
	Iteration 26Q: 3 clusters Score -3467539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3467553.500000 Penalty: 5084.042969
	Iteration 27Q: 3 clusters Score -3467554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3467554.250000 Penalty: 5084.042969
	Iteration 28Q: 3 clusters Score -3467554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3467565.000000 Penalty: 5084.042969
	Iteration 29Q: 3 clusters Score -3467565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3467575.500000 Penalty: 5084.042969
	Iteration 30Q: 3 clusters Score -3467576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3467585.250000 Penalty: 5084.042969
	Iteration 31Q: 3 clusters Score -3467585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3467593.250000 Penalty: 5084.042969
	Iteration 32Q: 3 clusters Score -3467593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3467592.500000 Penalty: 5084.042969
	Iteration 33Q: 3 clusters Score -3467592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3467590.000000 Penalty: 5084.042969
	Iteration 34Q: 3 clusters Score -3467590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3467599.250000 Penalty: 5084.042969
	Iteration 35Q: 3 clusters Score -3467599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3467602.250000 Penalty: 5084.042969
	Iteration 36Q: 3 clusters Score -3467602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3467601.500000 Penalty: 5084.042969
	Iteration 37Q: 3 clusters Score -3467602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3467602.250000 Penalty: 5084.042969
	Iteration 38Q: 3 clusters Score -3467602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3467602.250000 Penalty: 5084.042969
	Iteration 39F: 3 clusters Score -3467602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Entering Unmasked Estep 
Score: -1413912.125000 Penalty: 2326.365234
	Iteration 0F: 2 clusters Score -1413912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1405086.875000 Penalty: 4652.730469
	Iteration 0F: 3 clusters Score -1405087 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1407648.875000 Penalty: 4652.730469
	Iteration 1F: 3 clusters Score -1407649 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1407962.000000 Penalty: 4652.730469
	Iteration 2F: 3 clusters Score -1407962 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1408210.375000 Penalty: 4652.730469
	Iteration 3Q: 3 clusters Score -1408210 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1408436.375000 Penalty: 4652.730469
	Iteration 4Q: 3 clusters Score -1408436 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1408633.250000 Penalty: 4652.730469
	Iteration 5Q: 3 clusters Score -1408633 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1408817.125000 Penalty: 4652.730469
	Iteration 6Q: 3 clusters Score -1408817 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1409000.500000 Penalty: 4652.730469
	Iteration 7Q: 3 clusters Score -1409000 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1409190.500000 Penalty: 4652.730469
	Iteration 8Q: 3 clusters Score -1409190 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1409398.750000 Penalty: 4652.730469
	Iteration 9Q: 3 clusters Score -1409399 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1409633.375000 Penalty: 4652.730469
	Iteration 10Q: 3 clusters Score -1409633 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1409871.500000 Penalty: 4652.730469
	Iteration 11Q: 3 clusters Score -1409872 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1410125.625000 Penalty: 4652.730469
	Iteration 12Q: 3 clusters Score -1410126 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1410327.125000 Penalty: 4652.730469
	Iteration 13Q: 3 clusters Score -1410327 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1410498.250000 Penalty: 4652.730469
	Iteration 14Q: 3 clusters Score -1410498 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1410635.500000 Penalty: 4652.730469
	Iteration 15Q: 3 clusters Score -1410636 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1410767.625000 Penalty: 4652.730469
	Iteration 16Q: 3 clusters Score -1410768 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1410902.750000 Penalty: 4652.730469
	Iteration 17Q: 3 clusters Score -1410903 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1411022.750000 Penalty: 4652.730469
	Iteration 18Q: 3 clusters Score -1411023 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1411125.375000 Penalty: 4652.730469
	Iteration 19Q: 3 clusters Score -1411125 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1411225.625000 Penalty: 4652.730469
	Iteration 20F: 3 clusters Score -1411226 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1411323.750000 Penalty: 4652.730469
	Iteration 21Q: 3 clusters Score -1411324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1411402.375000 Penalty: 4652.730469
	Iteration 22Q: 3 clusters Score -1411402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1411477.875000 Penalty: 4652.730469
	Iteration 23Q: 3 clusters Score -1411478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1411546.250000 Penalty: 4652.730469
	Iteration 24Q: 3 clusters Score -1411546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1411601.000000 Penalty: 4652.730469
	Iteration 25Q: 3 clusters Score -1411601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1411646.375000 Penalty: 4652.730469
	Iteration 26Q: 3 clusters Score -1411646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1411679.250000 Penalty: 4652.730469
	Iteration 27Q: 3 clusters Score -1411679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1411718.625000 Penalty: 4652.730469
	Iteration 28Q: 3 clusters Score -1411719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1411742.000000 Penalty: 4652.730469
	Iteration 29Q: 3 clusters Score -1411742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1411776.875000 Penalty: 4652.730469
	Iteration 30Q: 3 clusters Score -1411777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1411794.375000 Penalty: 4652.730469
	Iteration 31Q: 3 clusters Score -1411794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1411811.125000 Penalty: 4652.730469
	Iteration 32Q: 3 clusters Score -1411811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1411825.750000 Penalty: 4652.730469
	Iteration 33Q: 3 clusters Score -1411826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1411838.125000 Penalty: 4652.730469
	Iteration 34Q: 3 clusters Score -1411838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1411847.000000 Penalty: 4652.730469
	Iteration 35Q: 3 clusters Score -1411847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1411856.250000 Penalty: 4652.730469
	Iteration 36Q: 3 clusters Score -1411856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1411864.500000 Penalty: 4652.730469
	Iteration 37Q: 3 clusters Score -1411864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1411867.500000 Penalty: 4652.730469
	Iteration 38Q: 3 clusters Score -1411868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1411870.125000 Penalty: 4652.730469
	Iteration 39Q: 3 clusters Score -1411870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1411873.500000 Penalty: 4652.730469
	Iteration 40F: 3 clusters Score -1411874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1411879.375000 Penalty: 4652.730469
	Iteration 41Q: 3 clusters Score -1411879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1411881.000000 Penalty: 4652.730469
	Iteration 42Q: 3 clusters Score -1411881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1411881.500000 Penalty: 4652.730469
	Iteration 43Q: 3 clusters Score -1411882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1411881.875000 Penalty: 4652.730469
	Iteration 44Q: 3 clusters Score -1411882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1411885.375000 Penalty: 4652.730469
	Iteration 45Q: 3 clusters Score -1411885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1411885.375000 Penalty: 4652.730469
	Iteration 46F: 3 clusters Score -1411885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -125610.093750 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -125610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123558.242188 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -123558.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123952.976562 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -123953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124092.445312 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -124092.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124242.703125 Penalty: 3492.105957
	Iteration 3Q: 3 clusters Score -124242.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124423.687500 Penalty: 3492.105957
	Iteration 4Q: 3 clusters Score -124423.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124533.890625 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -124533.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124632.609375 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -124632.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -124689.882812 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -124689.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124752.500000 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -124752.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -124822.992188 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -124823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -124867.984375 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -124868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124906.351562 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -124906.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124943.882812 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -124943.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124976.132812 Penalty: 3492.105957
	Iteration 13Q: 3 clusters Score -124976.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -125024.187500 Penalty: 3492.105957
	Iteration 14Q: 3 clusters Score -125024.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125067.179688 Penalty: 3492.105957
	Iteration 15Q: 3 clusters Score -125067.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125134.921875 Penalty: 3492.105957
	Iteration 16Q: 3 clusters Score -125134.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125290.960938 Penalty: 3492.105957
	Iteration 17Q: 3 clusters Score -125291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -125626.945312 Penalty: 3492.105957
	Iteration 18Q: 3 clusters Score -125626.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -126035.031250 Penalty: 3492.105957
	Iteration 19Q: 3 clusters Score -126035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126127.890625 Penalty: 3492.105957
	Iteration 20F: 3 clusters Score -126127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126135.679688 Penalty: 3492.105957
	Iteration 21Q: 3 clusters Score -126135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126135.679688 Penalty: 3492.105957
	Iteration 22F: 3 clusters Score -126135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 23014 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 46650 members 
Mstep: Class 7 contains 132357 members 
Mstep: Class 8 contains 21145 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 8588 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 155546 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36642 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56922 members 
Mstep: Class 18 contains 167858 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20080 members 
Mstep: Class 21 contains 31906 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 180048 members 
Mstep: Class 24 contains 28285 members 
Mstep: Class 25 contains 11855 members 
Mstep: Class 26 contains 630 members 
Mstep: Class 27 contains 982 members 
Mstep: Class 28 contains 512 members 
Entering Unmasked Estep 
Score: -124226816.000000 Penalty: 96178.070312
Splitting cluster 26 changes total score from -124227912.000000 to -124226816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -105206.710938 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -105206.7 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 487 members 
Entering Unmasked Estep 
Score: -103307.500000 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -103307.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -103659.414062 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -103659.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103846.414062 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -103846.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103970.484375 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -103970.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104057.593750 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -104057.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104132.578125 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -104132.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104186.968750 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -104187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104230.929688 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -104230.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104252.007812 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -104252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104273.031250 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -104273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104281.046875 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -104281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104290.031250 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -104290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104299.085938 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -104299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104300.664062 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -104300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104305.875000 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -104305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104310.484375 Penalty: 3417.237305
	Iteration 15Q: 3 clusters Score -104310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104313.289062 Penalty: 3417.237305
	Iteration 16Q: 3 clusters Score -104313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104314.015625 Penalty: 3417.237305
	Iteration 17Q: 3 clusters Score -104314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104314.015625 Penalty: 3417.237305
	Iteration 18F: 3 clusters Score -104314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 23014 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 46650 members 
Mstep: Class 7 contains 132357 members 
Mstep: Class 8 contains 21145 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 8588 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 155546 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36642 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56922 members 
Mstep: Class 18 contains 167858 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20080 members 
Mstep: Class 21 contains 31906 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 180048 members 
Mstep: Class 24 contains 28285 members 
Mstep: Class 25 contains 11855 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124228120.000000 Penalty: 92743.140625
Iteration 119Q: 28 clusters Score -1.242281e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 23315 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 46655 members 
Mstep: Class 7 contains 132420 members 
Mstep: Class 8 contains 21135 members 
Mstep: Class 9 contains 15480 members 
Mstep: Class 10 contains 8593 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30133 members 
Mstep: Class 13 contains 154900 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36582 members 
Mstep: Class 16 contains 13119 members 
Mstep: Class 17 contains 56904 members 
Mstep: Class 18 contains 169004 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 20083 members 
Mstep: Class 21 contains 31114 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 179899 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11856 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124230656.000000 Penalty: 92743.140625
Iteration 120F: 28 clusters Score -1.242307e+08 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 23634 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 46659 members 
Mstep: Class 7 contains 132474 members 
Mstep: Class 8 contains 21159 members 
Mstep: Class 9 contains 15592 members 
Mstep: Class 10 contains 8575 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30131 members 
Mstep: Class 13 contains 154429 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36509 members 
Mstep: Class 16 contains 13119 members 
Mstep: Class 17 contains 56892 members 
Mstep: Class 18 contains 170068 members 
Mstep: Class 19 contains 572 members 
Mstep: Class 20 contains 20081 members 
Mstep: Class 21 contains 30348 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 179633 members 
Mstep: Class 24 contains 28304 members 
Mstep: Class 25 contains 11853 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233128.000000 Penalty: 92743.140625
Iteration 121Q: 28 clusters Score -1.242331e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 23934 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 46664 members 
Mstep: Class 7 contains 132535 members 
Mstep: Class 8 contains 21118 members 
Mstep: Class 9 contains 15724 members 
Mstep: Class 10 contains 8580 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30129 members 
Mstep: Class 13 contains 154163 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 36439 members 
Mstep: Class 16 contains 13118 members 
Mstep: Class 17 contains 56880 members 
Mstep: Class 18 contains 171033 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20082 members 
Mstep: Class 21 contains 29611 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 179275 members 
Mstep: Class 24 contains 28311 members 
Mstep: Class 25 contains 11855 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233152.000000 Penalty: 92743.140625
Iteration 122Q: 28 clusters Score -1.242332e+08 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6846 members 
Mstep: Class 6 contains 46705 members 
Mstep: Class 7 contains 132632 members 
Mstep: Class 8 contains 21077 members 
Mstep: Class 9 contains 15852 members 
Mstep: Class 10 contains 8580 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30126 members 
Mstep: Class 13 contains 154077 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 36351 members 
Mstep: Class 16 contains 13112 members 
Mstep: Class 17 contains 56879 members 
Mstep: Class 18 contains 171821 members 
Mstep: Class 19 contains 554 members 
Mstep: Class 20 contains 20084 members 
Mstep: Class 21 contains 28922 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 178837 members 
Mstep: Class 24 contains 28321 members 
Mstep: Class 25 contains 11856 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124233400.000000 Penalty: 92743.140625
Iteration 123Q: 28 clusters Score -1.242334e+08 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 24501 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 46715 members 
Mstep: Class 7 contains 132708 members 
Mstep: Class 8 contains 21054 members 
Mstep: Class 9 contains 15964 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 30119 members 
Mstep: Class 13 contains 154226 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 36264 members 
Mstep: Class 16 contains 13115 members 
Mstep: Class 17 contains 56881 members 
Mstep: Class 18 contains 172525 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 20078 members 
Mstep: Class 21 contains 28248 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 178272 members 
Mstep: Class 24 contains 28336 members 
Mstep: Class 25 contains 11847 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234048.000000 Penalty: 92743.140625
Iteration 124Q: 28 clusters Score -1.24234e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 24811 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 5222 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 46755 members 
Mstep: Class 7 contains 132744 members 
Mstep: Class 8 contains 20999 members 
Mstep: Class 9 contains 16069 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30116 members 
Mstep: Class 13 contains 154479 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 36189 members 
Mstep: Class 16 contains 13118 members 
Mstep: Class 17 contains 56876 members 
Mstep: Class 18 contains 173075 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 20081 members 
Mstep: Class 21 contains 27639 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 177692 members 
Mstep: Class 24 contains 28353 members 
Mstep: Class 25 contains 11849 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234408.000000 Penalty: 92743.140625
Iteration 125Q: 28 clusters Score -1.242344e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 25073 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 5222 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 46793 members 
Mstep: Class 7 contains 132774 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 16155 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30113 members 
Mstep: Class 13 contains 154790 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 36121 members 
Mstep: Class 16 contains 13119 members 
Mstep: Class 17 contains 56876 members 
Mstep: Class 18 contains 173550 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 20078 members 
Mstep: Class 21 contains 27134 members 
Mstep: Class 22 contains 5904 members 
Mstep: Class 23 contains 177085 members 
Mstep: Class 24 contains 28364 members 
Mstep: Class 25 contains 11849 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124234856.000000 Penalty: 92743.140625
Iteration 126Q: 28 clusters Score -1.242349e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 25263 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 46819 members 
Mstep: Class 7 contains 132814 members 
Mstep: Class 8 contains 20930 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30106 members 
Mstep: Class 13 contains 155189 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 36051 members 
Mstep: Class 16 contains 13116 members 
Mstep: Class 17 contains 56870 members 
Mstep: Class 18 contains 173921 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 26708 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 176484 members 
Mstep: Class 24 contains 28379 members 
Mstep: Class 25 contains 11867 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235472.000000 Penalty: 92743.140625
Iteration 127Q: 28 clusters Score -1.242355e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 25420 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 46839 members 
Mstep: Class 7 contains 132882 members 
Mstep: Class 8 contains 20891 members 
Mstep: Class 9 contains 16341 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30096 members 
Mstep: Class 13 contains 155657 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 35985 members 
Mstep: Class 16 contains 13116 members 
Mstep: Class 17 contains 56861 members 
Mstep: Class 18 contains 174206 members 
Mstep: Class 19 contains 545 members 
Mstep: Class 20 contains 20072 members 
Mstep: Class 21 contains 26313 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 175892 members 
Mstep: Class 24 contains 28378 members 
Mstep: Class 25 contains 11873 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235520.000000 Penalty: 92743.140625
Iteration 128Q: 28 clusters Score -1.242355e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 25561 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 132929 members 
Mstep: Class 8 contains 20847 members 
Mstep: Class 9 contains 16440 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 30094 members 
Mstep: Class 13 contains 156200 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 35923 members 
Mstep: Class 16 contains 13119 members 
Mstep: Class 17 contains 56857 members 
Mstep: Class 18 contains 174404 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 25963 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 175287 members 
Mstep: Class 24 contains 28387 members 
Mstep: Class 25 contains 11872 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235696.000000 Penalty: 92743.140625
Iteration 129Q: 28 clusters Score -1.242357e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 25673 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 132977 members 
Mstep: Class 8 contains 20808 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 12 contains 30088 members 
Mstep: Class 13 contains 156732 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 35872 members 
Mstep: Class 16 contains 13119 members 
Mstep: Class 17 contains 56853 members 
Mstep: Class 18 contains 174551 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 25688 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 174706 members 
Mstep: Class 24 contains 28405 members 
Mstep: Class 25 contains 11872 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235936.000000 Penalty: 92743.140625
Iteration 130Q: 28 clusters Score -1.242359e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 25783 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 46864 members 
Mstep: Class 7 contains 133012 members 
Mstep: Class 8 contains 20780 members 
Mstep: Class 9 contains 16605 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 30082 members 
Mstep: Class 13 contains 157311 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 35821 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56848 members 
Mstep: Class 18 contains 174689 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 25414 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 174092 members 
Mstep: Class 24 contains 28414 members 
Mstep: Class 25 contains 11868 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235864.000000 Penalty: 92743.140625
Iteration 131Q: 28 clusters Score -1.242359e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 25863 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 46876 members 
Mstep: Class 7 contains 133055 members 
Mstep: Class 8 contains 20750 members 
Mstep: Class 9 contains 16693 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 30074 members 
Mstep: Class 13 contains 157853 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 35777 members 
Mstep: Class 16 contains 13127 members 
Mstep: Class 17 contains 56844 members 
Mstep: Class 18 contains 174832 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 25162 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 173510 members 
Mstep: Class 24 contains 28417 members 
Mstep: Class 25 contains 11861 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235832.000000 Penalty: 92743.140625
Iteration 132Q: 28 clusters Score -1.242358e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 25948 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 133094 members 
Mstep: Class 8 contains 20718 members 
Mstep: Class 9 contains 16773 members 
Mstep: Class 10 contains 8580 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 30074 members 
Mstep: Class 13 contains 158431 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35734 members 
Mstep: Class 16 contains 13132 members 
Mstep: Class 17 contains 56840 members 
Mstep: Class 18 contains 174921 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20064 members 
Mstep: Class 21 contains 24935 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 172915 members 
Mstep: Class 24 contains 28418 members 
Mstep: Class 25 contains 11859 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235784.000000 Penalty: 92743.140625
Iteration 133Q: 28 clusters Score -1.242358e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 26032 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 133095 members 
Mstep: Class 8 contains 20696 members 
Mstep: Class 9 contains 16890 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30068 members 
Mstep: Class 13 contains 159055 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35700 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 56836 members 
Mstep: Class 18 contains 174926 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 24709 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 172340 members 
Mstep: Class 24 contains 28426 members 
Mstep: Class 25 contains 11864 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235568.000000 Penalty: 92743.140625
Iteration 134Q: 28 clusters Score -1.242356e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 26114 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 133100 members 
Mstep: Class 8 contains 20633 members 
Mstep: Class 9 contains 17006 members 
Mstep: Class 10 contains 8583 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 30065 members 
Mstep: Class 13 contains 159712 members 
Mstep: Class 14 contains 10027 members 
Mstep: Class 15 contains 35672 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 56833 members 
Mstep: Class 18 contains 174886 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 24506 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 171810 members 
Mstep: Class 24 contains 28427 members 
Mstep: Class 25 contains 11865 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235664.000000 Penalty: 92743.140625
Iteration 135Q: 28 clusters Score -1.242357e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 26185 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 5235 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 46882 members 
Mstep: Class 7 contains 133119 members 
Mstep: Class 8 contains 20602 members 
Mstep: Class 9 contains 17129 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 30064 members 
Mstep: Class 13 contains 160310 members 
Mstep: Class 14 contains 10027 members 
Mstep: Class 15 contains 35629 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 56833 members 
Mstep: Class 18 contains 174869 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 24299 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 171296 members 
Mstep: Class 24 contains 28427 members 
Mstep: Class 25 contains 11870 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235336.000000 Penalty: 92743.140625
Iteration 136Q: 28 clusters Score -1.242353e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 26251 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 46855 members 
Mstep: Class 7 contains 133147 members 
Mstep: Class 8 contains 20555 members 
Mstep: Class 9 contains 17261 members 
Mstep: Class 10 contains 8579 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30060 members 
Mstep: Class 13 contains 160905 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35590 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 56828 members 
Mstep: Class 18 contains 174830 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20063 members 
Mstep: Class 21 contains 24092 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 170829 members 
Mstep: Class 24 contains 28434 members 
Mstep: Class 25 contains 11870 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235736.000000 Penalty: 92743.140625
Iteration 137Q: 28 clusters Score -1.242357e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 26300 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 46850 members 
Mstep: Class 7 contains 133166 members 
Mstep: Class 8 contains 20506 members 
Mstep: Class 9 contains 17399 members 
Mstep: Class 10 contains 8578 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30060 members 
Mstep: Class 13 contains 161510 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 35549 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 56825 members 
Mstep: Class 18 contains 174702 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 23894 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 170436 members 
Mstep: Class 24 contains 28432 members 
Mstep: Class 25 contains 11866 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235848.000000 Penalty: 92743.140625
Iteration 138Q: 28 clusters Score -1.242358e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 26340 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 46839 members 
Mstep: Class 7 contains 133193 members 
Mstep: Class 8 contains 20468 members 
Mstep: Class 9 contains 17538 members 
Mstep: Class 10 contains 8575 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30055 members 
Mstep: Class 13 contains 162129 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35503 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 56824 members 
Mstep: Class 18 contains 174493 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 23718 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 170093 members 
Mstep: Class 24 contains 28428 members 
Mstep: Class 25 contains 11871 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124235696.000000 Penalty: 92743.140625
Iteration 139Q: 28 clusters Score -1.242357e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 26396 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 46832 members 
Mstep: Class 7 contains 133251 members 
Mstep: Class 8 contains 20438 members 
Mstep: Class 9 contains 17681 members 
Mstep: Class 10 contains 8568 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30048 members 
Mstep: Class 13 contains 162704 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35456 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 56823 members 
Mstep: Class 18 contains 174262 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 23523 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 169779 members 
Mstep: Class 24 contains 28420 members 
Mstep: Class 25 contains 11868 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124238464.000000 Penalty: 92743.140625
Iteration 140F: 28 clusters Score -1.242385e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 26433 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 6845 members 
Mstep: Class 6 contains 46826 members 
Mstep: Class 7 contains 133281 members 
Mstep: Class 8 contains 20417 members 
Mstep: Class 9 contains 17825 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30048 members 
Mstep: Class 13 contains 163259 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35424 members 
Mstep: Class 16 contains 13130 members 
Mstep: Class 17 contains 56823 members 
Mstep: Class 18 contains 174053 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 23325 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 169475 members 
Mstep: Class 24 contains 28416 members 
Mstep: Class 25 contains 11862 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239184.000000 Penalty: 92743.140625
Iteration 141Q: 28 clusters Score -1.242392e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 26466 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 46823 members 
Mstep: Class 7 contains 133317 members 
Mstep: Class 8 contains 20391 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 8559 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 30047 members 
Mstep: Class 13 contains 163786 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35390 members 
Mstep: Class 16 contains 13131 members 
Mstep: Class 17 contains 56824 members 
Mstep: Class 18 contains 173840 members 
Mstep: Class 19 contains 566 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 23134 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169200 members 
Mstep: Class 24 contains 28417 members 
Mstep: Class 25 contains 11862 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239376.000000 Penalty: 92743.140625
Iteration 142Q: 28 clusters Score -1.242394e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 26507 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 46807 members 
Mstep: Class 7 contains 133366 members 
Mstep: Class 8 contains 20364 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 8558 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30045 members 
Mstep: Class 13 contains 164372 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35353 members 
Mstep: Class 16 contains 13132 members 
Mstep: Class 17 contains 56822 members 
Mstep: Class 18 contains 173557 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 22935 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 168939 members 
Mstep: Class 24 contains 28412 members 
Mstep: Class 25 contains 11864 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239640.000000 Penalty: 92743.140625
Iteration 143Q: 28 clusters Score -1.242396e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 26545 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 46797 members 
Mstep: Class 7 contains 133421 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 18307 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 30042 members 
Mstep: Class 13 contains 164931 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35319 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 56821 members 
Mstep: Class 18 contains 173247 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 22687 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 168715 members 
Mstep: Class 24 contains 28413 members 
Mstep: Class 25 contains 11869 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239712.000000 Penalty: 92743.140625
Iteration 144Q: 28 clusters Score -1.242397e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 26575 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 46787 members 
Mstep: Class 7 contains 133463 members 
Mstep: Class 8 contains 20349 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 8558 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30041 members 
Mstep: Class 13 contains 165462 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35294 members 
Mstep: Class 16 contains 13138 members 
Mstep: Class 17 contains 56820 members 
Mstep: Class 18 contains 172909 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 22445 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 28408 members 
Mstep: Class 25 contains 11872 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239536.000000 Penalty: 92743.140625
Iteration 145Q: 28 clusters Score -1.242395e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 26613 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 46756 members 
Mstep: Class 7 contains 133497 members 
Mstep: Class 8 contains 20338 members 
Mstep: Class 9 contains 18735 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30039 members 
Mstep: Class 13 contains 165976 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 35275 members 
Mstep: Class 16 contains 13138 members 
Mstep: Class 17 contains 56819 members 
Mstep: Class 18 contains 172549 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 22184 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 168378 members 
Mstep: Class 24 contains 28420 members 
Mstep: Class 25 contains 11873 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239800.000000 Penalty: 92743.140625
Iteration 146Q: 28 clusters Score -1.242398e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 26646 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 46716 members 
Mstep: Class 7 contains 133532 members 
Mstep: Class 8 contains 20318 members 
Mstep: Class 9 contains 18982 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30038 members 
Mstep: Class 13 contains 166515 members 
Mstep: Class 14 contains 10027 members 
Mstep: Class 15 contains 35257 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 56819 members 
Mstep: Class 18 contains 172154 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 168262 members 
Mstep: Class 24 contains 28429 members 
Mstep: Class 25 contains 11875 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239592.000000 Penalty: 92743.140625
Iteration 147Q: 28 clusters Score -1.242396e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 26656 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 46682 members 
Mstep: Class 7 contains 133563 members 
Mstep: Class 8 contains 20300 members 
Mstep: Class 9 contains 19219 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 30040 members 
Mstep: Class 13 contains 167020 members 
Mstep: Class 14 contains 10027 members 
Mstep: Class 15 contains 35248 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 56816 members 
Mstep: Class 18 contains 171756 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 21638 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 168182 members 
Mstep: Class 24 contains 28433 members 
Mstep: Class 25 contains 11878 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239656.000000 Penalty: 92743.140625
Iteration 148Q: 28 clusters Score -1.242397e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 26686 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 46665 members 
Mstep: Class 7 contains 133593 members 
Mstep: Class 8 contains 20290 members 
Mstep: Class 9 contains 19484 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 30038 members 
Mstep: Class 13 contains 167483 members 
Mstep: Class 14 contains 10026 members 
Mstep: Class 15 contains 35234 members 
Mstep: Class 16 contains 13135 members 
Mstep: Class 17 contains 56811 members 
Mstep: Class 18 contains 171366 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 21333 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 168111 members 
Mstep: Class 24 contains 28438 members 
Mstep: Class 25 contains 11878 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124239808.000000 Penalty: 92743.140625
Iteration 149Q: 28 clusters Score -1.242398e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 26715 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 6856 members 
Mstep: Class 6 contains 46656 members 
Mstep: Class 7 contains 133636 members 
Mstep: Class 8 contains 20274 members 
Mstep: Class 9 contains 19747 members 
Mstep: Class 10 contains 8579 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 30039 members 
Mstep: Class 13 contains 167855 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35211 members 
Mstep: Class 16 contains 13133 members 
Mstep: Class 17 contains 56808 members 
Mstep: Class 18 contains 171031 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 21044 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 168079 members 
Mstep: Class 24 contains 28435 members 
Mstep: Class 25 contains 11875 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240024.000000 Penalty: 92743.140625
Iteration 150Q: 28 clusters Score -1.2424e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 26737 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6855 members 
Mstep: Class 6 contains 46632 members 
Mstep: Class 7 contains 133686 members 
Mstep: Class 8 contains 20256 members 
Mstep: Class 9 contains 20023 members 
Mstep: Class 10 contains 8582 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 30036 members 
Mstep: Class 13 contains 168215 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35191 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 56806 members 
Mstep: Class 18 contains 170693 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 20727 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 168082 members 
Mstep: Class 24 contains 28437 members 
Mstep: Class 25 contains 11879 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240352.000000 Penalty: 92743.140625
Iteration 151Q: 28 clusters Score -1.242404e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 26762 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6857 members 
Mstep: Class 6 contains 46593 members 
Mstep: Class 7 contains 133729 members 
Mstep: Class 8 contains 20241 members 
Mstep: Class 9 contains 20350 members 
Mstep: Class 10 contains 8589 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 30034 members 
Mstep: Class 13 contains 168527 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35175 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 56806 members 
Mstep: Class 18 contains 170394 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 20355 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 168107 members 
Mstep: Class 24 contains 28437 members 
Mstep: Class 25 contains 11881 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240392.000000 Penalty: 92743.140625
Iteration 152Q: 28 clusters Score -1.242404e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 26788 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 5222 members 
Mstep: Class 5 contains 6856 members 
Mstep: Class 6 contains 46535 members 
Mstep: Class 7 contains 133776 members 
Mstep: Class 8 contains 20223 members 
Mstep: Class 9 contains 20747 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 30029 members 
Mstep: Class 13 contains 168805 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35163 members 
Mstep: Class 16 contains 13132 members 
Mstep: Class 17 contains 56806 members 
Mstep: Class 18 contains 170147 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20072 members 
Mstep: Class 21 contains 19928 members 
Mstep: Class 22 contains 5903 members 
Mstep: Class 23 contains 168119 members 
Mstep: Class 24 contains 28435 members 
Mstep: Class 25 contains 11880 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240352.000000 Penalty: 92743.140625
Iteration 153Q: 28 clusters Score -1.242404e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 6857 members 
Mstep: Class 6 contains 46488 members 
Mstep: Class 7 contains 133810 members 
Mstep: Class 8 contains 20205 members 
Mstep: Class 9 contains 21205 members 
Mstep: Class 10 contains 8596 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 30021 members 
Mstep: Class 13 contains 169019 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 35142 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 56804 members 
Mstep: Class 18 contains 169916 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20077 members 
Mstep: Class 21 contains 19474 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 168157 members 
Mstep: Class 24 contains 28430 members 
Mstep: Class 25 contains 11886 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240088.000000 Penalty: 92743.140625
Iteration 154Q: 28 clusters Score -1.242401e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26838 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 5222 members 
Mstep: Class 5 contains 6855 members 
Mstep: Class 6 contains 46441 members 
Mstep: Class 7 contains 133847 members 
Mstep: Class 8 contains 20187 members 
Mstep: Class 9 contains 21710 members 
Mstep: Class 10 contains 8598 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 169226 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35127 members 
Mstep: Class 16 contains 13127 members 
Mstep: Class 17 contains 56806 members 
Mstep: Class 18 contains 169697 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20079 members 
Mstep: Class 21 contains 18959 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 168202 members 
Mstep: Class 24 contains 28435 members 
Mstep: Class 25 contains 11890 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124240832.000000 Penalty: 92743.140625
Iteration 155Q: 28 clusters Score -1.242408e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26867 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 46366 members 
Mstep: Class 7 contains 133898 members 
Mstep: Class 8 contains 20183 members 
Mstep: Class 9 contains 22234 members 
Mstep: Class 10 contains 8603 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 30000 members 
Mstep: Class 13 contains 169395 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35098 members 
Mstep: Class 16 contains 13125 members 
Mstep: Class 17 contains 56808 members 
Mstep: Class 18 contains 169489 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 20079 members 
Mstep: Class 21 contains 18437 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 168261 members 
Mstep: Class 24 contains 28436 members 
Mstep: Class 25 contains 11903 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241344.000000 Penalty: 92743.140625
Iteration 156Q: 28 clusters Score -1.242413e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 26897 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 46282 members 
Mstep: Class 7 contains 133945 members 
Mstep: Class 8 contains 20162 members 
Mstep: Class 9 contains 22858 members 
Mstep: Class 10 contains 8596 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 29995 members 
Mstep: Class 13 contains 169536 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35071 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56808 members 
Mstep: Class 18 contains 169296 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20077 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 168338 members 
Mstep: Class 24 contains 28427 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124241832.000000 Penalty: 92743.140625
Iteration 157Q: 28 clusters Score -1.242418e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 26917 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 46197 members 
Mstep: Class 7 contains 134002 members 
Mstep: Class 8 contains 20148 members 
Mstep: Class 9 contains 23498 members 
Mstep: Class 10 contains 8590 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 29993 members 
Mstep: Class 13 contains 169615 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 35052 members 
Mstep: Class 16 contains 13120 members 
Mstep: Class 17 contains 56808 members 
Mstep: Class 18 contains 169172 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20076 members 
Mstep: Class 21 contains 17253 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 168392 members 
Mstep: Class 24 contains 28433 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242120.000000 Penalty: 92743.140625
Iteration 158Q: 28 clusters Score -1.242421e+08 nChanged 1492
Entering ConstructFrom: 
Score: -124242120.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Entering Unmasked Estep 
Score: -2131448.250000 Penalty: 2427.901855
	Iteration 0F: 2 clusters Score -2131448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2118851.500000 Penalty: 4855.803711
	Iteration 0F: 3 clusters Score -2118852 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2123170.000000 Penalty: 4855.803711
	Iteration 1F: 3 clusters Score -2123170 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2123733.750000 Penalty: 4855.803711
	Iteration 2F: 3 clusters Score -2123734 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2124246.000000 Penalty: 4855.803711
	Iteration 3F: 3 clusters Score -2124246 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2124773.500000 Penalty: 4855.803711
	Iteration 4F: 3 clusters Score -2124774 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2125302.250000 Penalty: 4855.803711
	Iteration 5F: 3 clusters Score -2125302 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2125860.000000 Penalty: 4855.803711
	Iteration 6F: 3 clusters Score -2125860 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2126448.500000 Penalty: 4855.803711
	Iteration 7F: 3 clusters Score -2126448 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2127023.000000 Penalty: 4855.803711
	Iteration 8Q: 3 clusters Score -2127023 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2127535.000000 Penalty: 4855.803711
	Iteration 9Q: 3 clusters Score -2127535 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2127973.250000 Penalty: 4855.803711
	Iteration 10Q: 3 clusters Score -2127973 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2128364.250000 Penalty: 4855.803711
	Iteration 11Q: 3 clusters Score -2128364 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2128671.750000 Penalty: 4855.803711
	Iteration 12Q: 3 clusters Score -2128672 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2128901.750000 Penalty: 4855.803711
	Iteration 13Q: 3 clusters Score -2128902 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2129090.250000 Penalty: 4855.803711
	Iteration 14Q: 3 clusters Score -2129090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2129212.750000 Penalty: 4855.803711
	Iteration 15Q: 3 clusters Score -2129213 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2129302.000000 Penalty: 4855.803711
	Iteration 16Q: 3 clusters Score -2129302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2129373.500000 Penalty: 4855.803711
	Iteration 17Q: 3 clusters Score -2129374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2129415.750000 Penalty: 4855.803711
	Iteration 18Q: 3 clusters Score -2129416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2129453.750000 Penalty: 4855.803711
	Iteration 19Q: 3 clusters Score -2129454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2129484.750000 Penalty: 4855.803711
	Iteration 20F: 3 clusters Score -2129485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2129525.000000 Penalty: 4855.803711
	Iteration 21Q: 3 clusters Score -2129525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2129554.750000 Penalty: 4855.803711
	Iteration 22Q: 3 clusters Score -2129555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2129584.500000 Penalty: 4855.803711
	Iteration 23Q: 3 clusters Score -2129584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2129611.000000 Penalty: 4855.803711
	Iteration 24Q: 3 clusters Score -2129611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2129633.500000 Penalty: 4855.803711
	Iteration 25Q: 3 clusters Score -2129634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2129648.750000 Penalty: 4855.803711
	Iteration 26Q: 3 clusters Score -2129649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2129673.750000 Penalty: 4855.803711
	Iteration 27Q: 3 clusters Score -2129674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2129691.000000 Penalty: 4855.803711
	Iteration 28Q: 3 clusters Score -2129691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2129698.750000 Penalty: 4855.803711
	Iteration 29Q: 3 clusters Score -2129699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2129707.250000 Penalty: 4855.803711
	Iteration 30Q: 3 clusters Score -2129707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2129712.000000 Penalty: 4855.803711
	Iteration 31Q: 3 clusters Score -2129712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2129718.500000 Penalty: 4855.803711
	Iteration 32Q: 3 clusters Score -2129718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2129728.250000 Penalty: 4855.803711
	Iteration 33Q: 3 clusters Score -2129728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2129734.500000 Penalty: 4855.803711
	Iteration 34Q: 3 clusters Score -2129734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2129745.500000 Penalty: 4855.803711
	Iteration 35Q: 3 clusters Score -2129746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2129762.500000 Penalty: 4855.803711
	Iteration 36Q: 3 clusters Score -2129762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2129767.000000 Penalty: 4855.803711
	Iteration 37Q: 3 clusters Score -2129767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2129777.000000 Penalty: 4855.803711
	Iteration 38Q: 3 clusters Score -2129777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2129780.750000 Penalty: 4855.803711
	Iteration 39Q: 3 clusters Score -2129781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2129785.000000 Penalty: 4855.803711
	Iteration 40F: 3 clusters Score -2129785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2129785.000000 Penalty: 4855.803711
	Iteration 41Q: 3 clusters Score -2129785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2129788.000000 Penalty: 4855.803711
	Iteration 42Q: 3 clusters Score -2129788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2129792.500000 Penalty: 4855.803711
	Iteration 43Q: 3 clusters Score -2129792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2129797.250000 Penalty: 4855.803711
	Iteration 44Q: 3 clusters Score -2129797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2129803.500000 Penalty: 4855.803711
	Iteration 45Q: 3 clusters Score -2129804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2129804.500000 Penalty: 4855.803711
	Iteration 46Q: 3 clusters Score -2129804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2129809.750000 Penalty: 4855.803711
	Iteration 47Q: 3 clusters Score -2129810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2129808.750000 Penalty: 4855.803711
	Iteration 48Q: 3 clusters Score -2129809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2129818.000000 Penalty: 4855.803711
	Iteration 49Q: 3 clusters Score -2129818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2129820.500000 Penalty: 4855.803711
	Iteration 50Q: 3 clusters Score -2129820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2129825.500000 Penalty: 4855.803711
	Iteration 51Q: 3 clusters Score -2129826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2129826.750000 Penalty: 4855.803711
	Iteration 52Q: 3 clusters Score -2129827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2129826.000000 Penalty: 4855.803711
	Iteration 53Q: 3 clusters Score -2129826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2129824.250000 Penalty: 4855.803711
	Iteration 54Q: 3 clusters Score -2129824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2129824.250000 Penalty: 4855.803711
	Iteration 55F: 3 clusters Score -2129824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Entering Unmasked Estep 
Score: -3162947.000000 Penalty: 2529.837891
	Iteration 0F: 2 clusters Score -3162947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3144302.000000 Penalty: 5059.675781
	Iteration 0F: 3 clusters Score -3144302 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3151048.750000 Penalty: 5059.675781
	Iteration 1F: 3 clusters Score -3151049 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3151574.000000 Penalty: 5059.675781
	Iteration 2F: 3 clusters Score -3151574 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3152135.250000 Penalty: 5059.675781
	Iteration 3F: 3 clusters Score -3152135 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3152792.750000 Penalty: 5059.675781
	Iteration 4F: 3 clusters Score -3152793 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3153598.250000 Penalty: 5059.675781
	Iteration 5F: 3 clusters Score -3153598 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3154528.750000 Penalty: 5059.675781
	Iteration 6F: 3 clusters Score -3154529 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3155506.500000 Penalty: 5059.675781
	Iteration 7F: 3 clusters Score -3155506 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3156444.750000 Penalty: 5059.675781
	Iteration 8F: 3 clusters Score -3156445 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3157304.500000 Penalty: 5059.675781
	Iteration 9Q: 3 clusters Score -3157304 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3157979.250000 Penalty: 5059.675781
	Iteration 10Q: 3 clusters Score -3157979 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3158643.000000 Penalty: 5059.675781
	Iteration 11Q: 3 clusters Score -3158643 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3159197.750000 Penalty: 5059.675781
	Iteration 12Q: 3 clusters Score -3159198 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3159686.750000 Penalty: 5059.675781
	Iteration 13Q: 3 clusters Score -3159687 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3160105.750000 Penalty: 5059.675781
	Iteration 14Q: 3 clusters Score -3160106 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3160382.000000 Penalty: 5059.675781
	Iteration 15Q: 3 clusters Score -3160382 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3160598.000000 Penalty: 5059.675781
	Iteration 16Q: 3 clusters Score -3160598 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3160768.750000 Penalty: 5059.675781
	Iteration 17Q: 3 clusters Score -3160769 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3160888.000000 Penalty: 5059.675781
	Iteration 18Q: 3 clusters Score -3160888 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3160982.250000 Penalty: 5059.675781
	Iteration 19Q: 3 clusters Score -3160982 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3161058.000000 Penalty: 5059.675781
	Iteration 20F: 3 clusters Score -3161058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3161142.500000 Penalty: 5059.675781
	Iteration 21Q: 3 clusters Score -3161142 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3161176.750000 Penalty: 5059.675781
	Iteration 22Q: 3 clusters Score -3161177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3161234.250000 Penalty: 5059.675781
	Iteration 23Q: 3 clusters Score -3161234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3161274.000000 Penalty: 5059.675781
	Iteration 24Q: 3 clusters Score -3161274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3161305.000000 Penalty: 5059.675781
	Iteration 25Q: 3 clusters Score -3161305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3161335.500000 Penalty: 5059.675781
	Iteration 26Q: 3 clusters Score -3161336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3161347.250000 Penalty: 5059.675781
	Iteration 27Q: 3 clusters Score -3161347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3161359.000000 Penalty: 5059.675781
	Iteration 28Q: 3 clusters Score -3161359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3161374.250000 Penalty: 5059.675781
	Iteration 29Q: 3 clusters Score -3161374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3161381.250000 Penalty: 5059.675781
	Iteration 30Q: 3 clusters Score -3161381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3161384.750000 Penalty: 5059.675781
	Iteration 31Q: 3 clusters Score -3161385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3161389.000000 Penalty: 5059.675781
	Iteration 32Q: 3 clusters Score -3161389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3161393.000000 Penalty: 5059.675781
	Iteration 33Q: 3 clusters Score -3161393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3161393.750000 Penalty: 5059.675781
	Iteration 34Q: 3 clusters Score -3161394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3161398.750000 Penalty: 5059.675781
	Iteration 35Q: 3 clusters Score -3161399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3161402.750000 Penalty: 5059.675781
	Iteration 36Q: 3 clusters Score -3161403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3161406.250000 Penalty: 5059.675781
	Iteration 37Q: 3 clusters Score -3161406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3161403.250000 Penalty: 5059.675781
	Iteration 38Q: 3 clusters Score -3161403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3161403.750000 Penalty: 5059.675781
	Iteration 39Q: 3 clusters Score -3161404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3161414.250000 Penalty: 5059.675781
	Iteration 40F: 3 clusters Score -3161414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3161417.750000 Penalty: 5059.675781
	Iteration 41Q: 3 clusters Score -3161418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3161420.500000 Penalty: 5059.675781
	Iteration 42Q: 3 clusters Score -3161420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3161422.500000 Penalty: 5059.675781
	Iteration 43Q: 3 clusters Score -3161422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3161424.250000 Penalty: 5059.675781
	Iteration 44Q: 3 clusters Score -3161424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3161427.250000 Penalty: 5059.675781
	Iteration 45Q: 3 clusters Score -3161427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3161426.000000 Penalty: 5059.675781
	Iteration 46Q: 3 clusters Score -3161426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3161425.500000 Penalty: 5059.675781
	Iteration 47Q: 3 clusters Score -3161426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3161422.750000 Penalty: 5059.675781
	Iteration 48Q: 3 clusters Score -3161423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3161419.500000 Penalty: 5059.675781
	Iteration 49Q: 3 clusters Score -3161420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3161423.250000 Penalty: 5059.675781
	Iteration 50Q: 3 clusters Score -3161423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3161424.500000 Penalty: 5059.675781
	Iteration 51Q: 3 clusters Score -3161424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3161425.250000 Penalty: 5059.675781
	Iteration 52Q: 3 clusters Score -3161425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3161426.750000 Penalty: 5059.675781
	Iteration 53Q: 3 clusters Score -3161427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3161426.750000 Penalty: 5059.675781
	Iteration 54Q: 3 clusters Score -3161427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3161429.500000 Penalty: 5059.675781
	Iteration 55Q: 3 clusters Score -3161430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3161431.750000 Penalty: 5059.675781
	Iteration 56Q: 3 clusters Score -3161432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3161428.750000 Penalty: 5059.675781
	Iteration 57Q: 3 clusters Score -3161429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3161429.250000 Penalty: 5059.675781
	Iteration 58Q: 3 clusters Score -3161429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3161424.500000 Penalty: 5059.675781
	Iteration 59Q: 3 clusters Score -3161424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3161427.000000 Penalty: 5059.675781
	Iteration 60F: 3 clusters Score -3161427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3161424.500000 Penalty: 5059.675781
	Iteration 61Q: 3 clusters Score -3161424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3161428.500000 Penalty: 5059.675781
	Iteration 62Q: 3 clusters Score -3161428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3161428.000000 Penalty: 5059.675781
	Iteration 63Q: 3 clusters Score -3161428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3161430.750000 Penalty: 5059.675781
	Iteration 64Q: 3 clusters Score -3161431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3161434.750000 Penalty: 5059.675781
	Iteration 65Q: 3 clusters Score -3161435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3161438.500000 Penalty: 5059.675781
	Iteration 66Q: 3 clusters Score -3161438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3161439.000000 Penalty: 5059.675781
	Iteration 67Q: 3 clusters Score -3161439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3161440.000000 Penalty: 5059.675781
	Iteration 68Q: 3 clusters Score -3161440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3161440.750000 Penalty: 5059.675781
	Iteration 69Q: 3 clusters Score -3161441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3161440.750000 Penalty: 5059.675781
	Iteration 70F: 3 clusters Score -3161441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -590287.687500 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -590287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -585747.500000 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -585747.5 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -586849.500000 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -586849.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -587100.562500 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -587100.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -587293.562500 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -587293.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -587437.125000 Penalty: 4225.914551
	Iteration 4Q: 3 clusters Score -587437.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -587528.500000 Penalty: 4225.914551
	Iteration 5Q: 3 clusters Score -587528.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -587609.750000 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -587609.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -587695.062500 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -587695.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -587773.125000 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -587773.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -587841.750000 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -587841.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -587904.625000 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -587904.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -587947.812500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -587947.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -587989.562500 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -587989.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -588028.250000 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -588028.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -588049.687500 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -588049.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -588066.062500 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -588066.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -588082.312500 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -588082.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -588100.812500 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -588100.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -588119.437500 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -588119.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -588137.625000 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -588137.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -588160.625000 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -588160.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -588178.812500 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -588178.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -588194.250000 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -588194.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -588211.000000 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -588211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -588231.250000 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -588231.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -588255.125000 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -588255.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -588276.625000 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -588276.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -588299.062500 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -588299.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -588325.062500 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -588325.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -588353.937500 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -588353.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -588378.687500 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -588378.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -588400.875000 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -588400.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -588424.937500 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -588424.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -588447.000000 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -588447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -588466.750000 Penalty: 4225.914551
	Iteration 34Q: 3 clusters Score -588466.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -588483.312500 Penalty: 4225.914551
	Iteration 35Q: 3 clusters Score -588483.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -588505.062500 Penalty: 4225.914551
	Iteration 36Q: 3 clusters Score -588505.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -588523.875000 Penalty: 4225.914551
	Iteration 37Q: 3 clusters Score -588523.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -588545.500000 Penalty: 4225.914551
	Iteration 38Q: 3 clusters Score -588545.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -588571.187500 Penalty: 4225.914551
	Iteration 39Q: 3 clusters Score -588571.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -588596.312500 Penalty: 4225.914551
	Iteration 40F: 3 clusters Score -588596.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -588622.937500 Penalty: 4225.914551
	Iteration 41Q: 3 clusters Score -588622.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -588648.312500 Penalty: 4225.914551
	Iteration 42Q: 3 clusters Score -588648.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -588672.125000 Penalty: 4225.914551
	Iteration 43Q: 3 clusters Score -588672.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -588692.875000 Penalty: 4225.914551
	Iteration 44Q: 3 clusters Score -588692.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -588709.187500 Penalty: 4225.914551
	Iteration 45Q: 3 clusters Score -588709.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -588724.875000 Penalty: 4225.914551
	Iteration 46Q: 3 clusters Score -588724.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -588740.312500 Penalty: 4225.914551
	Iteration 47Q: 3 clusters Score -588740.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -588752.750000 Penalty: 4225.914551
	Iteration 48Q: 3 clusters Score -588752.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -588768.187500 Penalty: 4225.914551
	Iteration 49Q: 3 clusters Score -588768.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -588788.625000 Penalty: 4225.914551
	Iteration 50Q: 3 clusters Score -588788.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -588811.000000 Penalty: 4225.914551
	Iteration 51Q: 3 clusters Score -588811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -588831.000000 Penalty: 4225.914551
	Iteration 52Q: 3 clusters Score -588831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -588847.562500 Penalty: 4225.914551
	Iteration 53Q: 3 clusters Score -588847.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -588864.125000 Penalty: 4225.914551
	Iteration 54Q: 3 clusters Score -588864.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -588878.687500 Penalty: 4225.914551
	Iteration 55Q: 3 clusters Score -588878.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -588889.062500 Penalty: 4225.914551
	Iteration 56Q: 3 clusters Score -588889.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -588898.125000 Penalty: 4225.914551
	Iteration 57Q: 3 clusters Score -588898.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -588905.500000 Penalty: 4225.914551
	Iteration 58Q: 3 clusters Score -588905.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -588912.000000 Penalty: 4225.914551
	Iteration 59Q: 3 clusters Score -588912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -588915.500000 Penalty: 4225.914551
	Iteration 60F: 3 clusters Score -588915.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -588920.937500 Penalty: 4225.914551
	Iteration 61Q: 3 clusters Score -588920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -588929.000000 Penalty: 4225.914551
	Iteration 62Q: 3 clusters Score -588929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -588932.500000 Penalty: 4225.914551
	Iteration 63Q: 3 clusters Score -588932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -588934.500000 Penalty: 4225.914551
	Iteration 64Q: 3 clusters Score -588934.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -588938.500000 Penalty: 4225.914551
	Iteration 65Q: 3 clusters Score -588938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -588937.250000 Penalty: 4225.914551
	Iteration 66Q: 3 clusters Score -588937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -588939.250000 Penalty: 4225.914551
	Iteration 67Q: 3 clusters Score -588939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -588940.500000 Penalty: 4225.914551
	Iteration 68Q: 3 clusters Score -588940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -588941.250000 Penalty: 4225.914551
	Iteration 69Q: 3 clusters Score -588941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -588942.562500 Penalty: 4225.914551
	Iteration 70Q: 3 clusters Score -588942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -588943.625000 Penalty: 4225.914551
	Iteration 71Q: 3 clusters Score -588943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -588943.187500 Penalty: 4225.914551
	Iteration 72Q: 3 clusters Score -588943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -588944.375000 Penalty: 4225.914551
	Iteration 73Q: 3 clusters Score -588944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -588946.562500 Penalty: 4225.914551
	Iteration 74Q: 3 clusters Score -588946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -588946.625000 Penalty: 4225.914551
	Iteration 75Q: 3 clusters Score -588946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -588949.937500 Penalty: 4225.914551
	Iteration 76Q: 3 clusters Score -588949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -588949.937500 Penalty: 4225.914551
	Iteration 77F: 3 clusters Score -588949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -632875.062500 Penalty: 2123.085205
	Iteration 0F: 2 clusters Score -632875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -628234.750000 Penalty: 4246.170410
	Iteration 0F: 3 clusters Score -628234.8 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -629405.562500 Penalty: 4246.170410
	Iteration 1F: 3 clusters Score -629405.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -629620.937500 Penalty: 4246.170410
	Iteration 2F: 3 clusters Score -629620.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -629767.375000 Penalty: 4246.170410
	Iteration 3Q: 3 clusters Score -629767.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -629877.312500 Penalty: 4246.170410
	Iteration 4Q: 3 clusters Score -629877.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -629968.250000 Penalty: 4246.170410
	Iteration 5Q: 3 clusters Score -629968.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -630045.375000 Penalty: 4246.170410
	Iteration 6Q: 3 clusters Score -630045.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -630110.375000 Penalty: 4246.170410
	Iteration 7Q: 3 clusters Score -630110.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -630182.250000 Penalty: 4246.170410
	Iteration 8Q: 3 clusters Score -630182.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -630247.937500 Penalty: 4246.170410
	Iteration 9Q: 3 clusters Score -630247.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -630322.250000 Penalty: 4246.170410
	Iteration 10Q: 3 clusters Score -630322.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -630399.500000 Penalty: 4246.170410
	Iteration 11Q: 3 clusters Score -630399.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -630505.750000 Penalty: 4246.170410
	Iteration 12Q: 3 clusters Score -630505.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -630615.750000 Penalty: 4246.170410
	Iteration 13Q: 3 clusters Score -630615.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -630707.687500 Penalty: 4246.170410
	Iteration 14Q: 3 clusters Score -630707.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -630778.312500 Penalty: 4246.170410
	Iteration 15Q: 3 clusters Score -630778.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -630840.187500 Penalty: 4246.170410
	Iteration 16Q: 3 clusters Score -630840.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -630896.125000 Penalty: 4246.170410
	Iteration 17Q: 3 clusters Score -630896.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -630946.000000 Penalty: 4246.170410
	Iteration 18Q: 3 clusters Score -630946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -630993.125000 Penalty: 4246.170410
	Iteration 19Q: 3 clusters Score -630993.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -631041.375000 Penalty: 4246.170410
	Iteration 20F: 3 clusters Score -631041.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -631097.500000 Penalty: 4246.170410
	Iteration 21Q: 3 clusters Score -631097.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -631144.375000 Penalty: 4246.170410
	Iteration 22Q: 3 clusters Score -631144.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -631189.000000 Penalty: 4246.170410
	Iteration 23Q: 3 clusters Score -631189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -631225.562500 Penalty: 4246.170410
	Iteration 24Q: 3 clusters Score -631225.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -631259.500000 Penalty: 4246.170410
	Iteration 25Q: 3 clusters Score -631259.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -631288.812500 Penalty: 4246.170410
	Iteration 26Q: 3 clusters Score -631288.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -631315.062500 Penalty: 4246.170410
	Iteration 27Q: 3 clusters Score -631315.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -631342.875000 Penalty: 4246.170410
	Iteration 28Q: 3 clusters Score -631342.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -631368.062500 Penalty: 4246.170410
	Iteration 29Q: 3 clusters Score -631368.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -631389.375000 Penalty: 4246.170410
	Iteration 30Q: 3 clusters Score -631389.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -631399.187500 Penalty: 4246.170410
	Iteration 31Q: 3 clusters Score -631399.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -631412.500000 Penalty: 4246.170410
	Iteration 32Q: 3 clusters Score -631412.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -631420.687500 Penalty: 4246.170410
	Iteration 33Q: 3 clusters Score -631420.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -631426.375000 Penalty: 4246.170410
	Iteration 34Q: 3 clusters Score -631426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -631429.187500 Penalty: 4246.170410
	Iteration 35Q: 3 clusters Score -631429.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -631431.062500 Penalty: 4246.170410
	Iteration 36Q: 3 clusters Score -631431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -631433.312500 Penalty: 4246.170410
	Iteration 37Q: 3 clusters Score -631433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -631434.625000 Penalty: 4246.170410
	Iteration 38Q: 3 clusters Score -631434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -631434.187500 Penalty: 4246.170410
	Iteration 39Q: 3 clusters Score -631434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -631435.187500 Penalty: 4246.170410
	Iteration 40F: 3 clusters Score -631435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -631436.062500 Penalty: 4246.170410
	Iteration 41Q: 3 clusters Score -631436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -631436.750000 Penalty: 4246.170410
	Iteration 42Q: 3 clusters Score -631436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -631436.750000 Penalty: 4246.170410
	Iteration 43F: 3 clusters Score -631436.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -773671.750000 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -773671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -767977.812500 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -767977.8 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -769821.562500 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -769821.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -770347.937500 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -770347.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -770782.312500 Penalty: 4381.252930
	Iteration 3F: 3 clusters Score -770782.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -771127.375000 Penalty: 4381.252930
	Iteration 4F: 3 clusters Score -771127.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -771399.625000 Penalty: 4381.252930
	Iteration 5F: 3 clusters Score -771399.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -771595.812500 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -771595.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -771736.750000 Penalty: 4381.252930
	Iteration 7Q: 3 clusters Score -771736.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -771818.687500 Penalty: 4381.252930
	Iteration 8Q: 3 clusters Score -771818.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -771866.250000 Penalty: 4381.252930
	Iteration 9Q: 3 clusters Score -771866.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -771905.750000 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -771905.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -771937.875000 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -771937.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -771969.062500 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -771969.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -771991.937500 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -771991.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -772015.500000 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -772015.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -772031.250000 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -772031.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -772045.625000 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -772045.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -772069.875000 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -772069.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -772098.062500 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -772098.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -772121.500000 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -772121.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -772140.375000 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -772140.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -772160.750000 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -772160.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -772179.562500 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -772179.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -772191.750000 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -772191.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -772208.062500 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -772208.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -772221.250000 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -772221.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -772230.187500 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -772230.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -772238.687500 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -772238.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -772244.562500 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -772244.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -772249.312500 Penalty: 4381.252930
	Iteration 29Q: 3 clusters Score -772249.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -772253.062500 Penalty: 4381.252930
	Iteration 30Q: 3 clusters Score -772253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -772257.000000 Penalty: 4381.252930
	Iteration 31Q: 3 clusters Score -772257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -772260.687500 Penalty: 4381.252930
	Iteration 32Q: 3 clusters Score -772260.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -772266.250000 Penalty: 4381.252930
	Iteration 33Q: 3 clusters Score -772266.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -772272.687500 Penalty: 4381.252930
	Iteration 34Q: 3 clusters Score -772272.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -772276.562500 Penalty: 4381.252930
	Iteration 35Q: 3 clusters Score -772276.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -772281.875000 Penalty: 4381.252930
	Iteration 36Q: 3 clusters Score -772281.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -772287.375000 Penalty: 4381.252930
	Iteration 37Q: 3 clusters Score -772287.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -772290.562500 Penalty: 4381.252930
	Iteration 38Q: 3 clusters Score -772290.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -772292.812500 Penalty: 4381.252930
	Iteration 39Q: 3 clusters Score -772292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -772296.375000 Penalty: 4381.252930
	Iteration 40F: 3 clusters Score -772296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -772296.500000 Penalty: 4381.252930
	Iteration 41Q: 3 clusters Score -772296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -772298.937500 Penalty: 4381.252930
	Iteration 42Q: 3 clusters Score -772298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -772301.375000 Penalty: 4381.252930
	Iteration 43Q: 3 clusters Score -772301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -772300.250000 Penalty: 4381.252930
	Iteration 44Q: 3 clusters Score -772300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -772301.437500 Penalty: 4381.252930
	Iteration 45Q: 3 clusters Score -772301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -772301.062500 Penalty: 4381.252930
	Iteration 46Q: 3 clusters Score -772301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -772301.562500 Penalty: 4381.252930
	Iteration 47Q: 3 clusters Score -772301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -772303.187500 Penalty: 4381.252930
	Iteration 48Q: 3 clusters Score -772303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -772303.187500 Penalty: 4381.252930
	Iteration 49F: 3 clusters Score -772303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Entering Unmasked Estep 
Score: -5454693.500000 Penalty: 2663.342285
	Iteration 0F: 2 clusters Score -5454694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5423617.000000 Penalty: 5326.684570
	Iteration 0F: 3 clusters Score -5423617 nChanged 21169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5435570.000000 Penalty: 5326.684570
	Iteration 1F: 3 clusters Score -5435570 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -5436333.000000 Penalty: 5326.684570
	Iteration 2Q: 3 clusters Score -5436333 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -5437207.500000 Penalty: 5326.684570
	Iteration 3Q: 3 clusters Score -5437208 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5438054.000000 Penalty: 5326.684570
	Iteration 4Q: 3 clusters Score -5438054 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -5439007.000000 Penalty: 5326.684570
	Iteration 5Q: 3 clusters Score -5439007 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5439997.500000 Penalty: 5326.684570
	Iteration 6Q: 3 clusters Score -5439998 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -5441027.500000 Penalty: 5326.684570
	Iteration 7Q: 3 clusters Score -5441028 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5442086.500000 Penalty: 5326.684570
	Iteration 8Q: 3 clusters Score -5442086 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5443241.500000 Penalty: 5326.684570
	Iteration 9Q: 3 clusters Score -5443242 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -5444341.000000 Penalty: 5326.684570
	Iteration 10Q: 3 clusters Score -5444341 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5445346.000000 Penalty: 5326.684570
	Iteration 11Q: 3 clusters Score -5445346 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5446150.000000 Penalty: 5326.684570
	Iteration 12Q: 3 clusters Score -5446150 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -5446910.500000 Penalty: 5326.684570
	Iteration 13Q: 3 clusters Score -5446910 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -5447494.500000 Penalty: 5326.684570
	Iteration 14Q: 3 clusters Score -5447494 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -5448010.500000 Penalty: 5326.684570
	Iteration 15Q: 3 clusters Score -5448010 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -5448524.500000 Penalty: 5326.684570
	Iteration 16Q: 3 clusters Score -5448524 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -5449079.000000 Penalty: 5326.684570
	Iteration 17Q: 3 clusters Score -5449079 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -5449570.500000 Penalty: 5326.684570
	Iteration 18Q: 3 clusters Score -5449570 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5450031.000000 Penalty: 5326.684570
	Iteration 19Q: 3 clusters Score -5450031 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -5450537.000000 Penalty: 5326.684570
	Iteration 20F: 3 clusters Score -5450537 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -5450939.000000 Penalty: 5326.684570
	Iteration 21Q: 3 clusters Score -5450939 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5451259.000000 Penalty: 5326.684570
	Iteration 22Q: 3 clusters Score -5451259 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5451582.500000 Penalty: 5326.684570
	Iteration 23Q: 3 clusters Score -5451582 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5451809.000000 Penalty: 5326.684570
	Iteration 24Q: 3 clusters Score -5451809 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5451988.500000 Penalty: 5326.684570
	Iteration 25Q: 3 clusters Score -5451988 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5452163.000000 Penalty: 5326.684570
	Iteration 26Q: 3 clusters Score -5452163 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5452300.500000 Penalty: 5326.684570
	Iteration 27Q: 3 clusters Score -5452300 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5452395.500000 Penalty: 5326.684570
	Iteration 28Q: 3 clusters Score -5452396 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5452473.000000 Penalty: 5326.684570
	Iteration 29Q: 3 clusters Score -5452473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5452525.000000 Penalty: 5326.684570
	Iteration 30Q: 3 clusters Score -5452525 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5452585.000000 Penalty: 5326.684570
	Iteration 31Q: 3 clusters Score -5452585 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5452643.000000 Penalty: 5326.684570
	Iteration 32Q: 3 clusters Score -5452643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5452695.500000 Penalty: 5326.684570
	Iteration 33Q: 3 clusters Score -5452696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5452735.000000 Penalty: 5326.684570
	Iteration 34Q: 3 clusters Score -5452735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5452764.500000 Penalty: 5326.684570
	Iteration 35Q: 3 clusters Score -5452764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5452795.000000 Penalty: 5326.684570
	Iteration 36Q: 3 clusters Score -5452795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5452819.500000 Penalty: 5326.684570
	Iteration 37Q: 3 clusters Score -5452820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5452846.500000 Penalty: 5326.684570
	Iteration 38Q: 3 clusters Score -5452846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5452863.500000 Penalty: 5326.684570
	Iteration 39Q: 3 clusters Score -5452864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5452881.500000 Penalty: 5326.684570
	Iteration 40F: 3 clusters Score -5452882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5452907.000000 Penalty: 5326.684570
	Iteration 41Q: 3 clusters Score -5452907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5452908.000000 Penalty: 5326.684570
	Iteration 42Q: 3 clusters Score -5452908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5452916.000000 Penalty: 5326.684570
	Iteration 43Q: 3 clusters Score -5452916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5452925.500000 Penalty: 5326.684570
	Iteration 44Q: 3 clusters Score -5452926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5452942.500000 Penalty: 5326.684570
	Iteration 45Q: 3 clusters Score -5452942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5452946.000000 Penalty: 5326.684570
	Iteration 46Q: 3 clusters Score -5452946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5452953.500000 Penalty: 5326.684570
	Iteration 47Q: 3 clusters Score -5452954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5452965.500000 Penalty: 5326.684570
	Iteration 48Q: 3 clusters Score -5452966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5452963.500000 Penalty: 5326.684570
	Iteration 49Q: 3 clusters Score -5452964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5452971.000000 Penalty: 5326.684570
	Iteration 50Q: 3 clusters Score -5452971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5452975.500000 Penalty: 5326.684570
	Iteration 51Q: 3 clusters Score -5452976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5452995.500000 Penalty: 5326.684570
	Iteration 52Q: 3 clusters Score -5452996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5453022.500000 Penalty: 5326.684570
	Iteration 53Q: 3 clusters Score -5453022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5453041.500000 Penalty: 5326.684570
	Iteration 54Q: 3 clusters Score -5453042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5453044.500000 Penalty: 5326.684570
	Iteration 55Q: 3 clusters Score -5453044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5453050.000000 Penalty: 5326.684570
	Iteration 56Q: 3 clusters Score -5453050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5453065.500000 Penalty: 5326.684570
	Iteration 57Q: 3 clusters Score -5453066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5453071.500000 Penalty: 5326.684570
	Iteration 58Q: 3 clusters Score -5453072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5453082.500000 Penalty: 5326.684570
	Iteration 59Q: 3 clusters Score -5453082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5453088.500000 Penalty: 5326.684570
	Iteration 60F: 3 clusters Score -5453088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5453092.000000 Penalty: 5326.684570
	Iteration 61Q: 3 clusters Score -5453092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5453092.000000 Penalty: 5326.684570
	Iteration 62Q: 3 clusters Score -5453092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5453097.000000 Penalty: 5326.684570
	Iteration 63Q: 3 clusters Score -5453097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5453105.500000 Penalty: 5326.684570
	Iteration 64Q: 3 clusters Score -5453106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5453102.500000 Penalty: 5326.684570
	Iteration 65Q: 3 clusters Score -5453102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5453102.500000 Penalty: 5326.684570
	Iteration 66F: 3 clusters Score -5453102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134038 members 
Entering Unmasked Estep 
Score: -16354205.000000 Penalty: 2927.857910
	Iteration 0F: 2 clusters Score -1.63542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -16264191.000000 Penalty: 5855.715820
	Iteration 0F: 3 clusters Score -1.626419e+07 nChanged 64056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -16301693.000000 Penalty: 5855.715820
	Iteration 1F: 3 clusters Score -1.630169e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -16303037.000000 Penalty: 5855.715820
	Iteration 2Q: 3 clusters Score -1.630304e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -16305152.000000 Penalty: 5855.715820
	Iteration 3Q: 3 clusters Score -1.630515e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -16308062.000000 Penalty: 5855.715820
	Iteration 4Q: 3 clusters Score -1.630806e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -16312193.000000 Penalty: 5855.715820
	Iteration 5F: 3 clusters Score -1.631219e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -16317724.000000 Penalty: 5855.715820
	Iteration 6F: 3 clusters Score -1.631772e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -16324711.000000 Penalty: 5855.715820
	Iteration 7F: 3 clusters Score -1.632471e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -16331782.000000 Penalty: 5855.715820
	Iteration 8F: 3 clusters Score -1.633178e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -16338166.000000 Penalty: 5855.715820
	Iteration 9F: 3 clusters Score -1.633817e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -16342919.000000 Penalty: 5855.715820
	Iteration 10Q: 3 clusters Score -1.634292e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -16346522.000000 Penalty: 5855.715820
	Iteration 11Q: 3 clusters Score -1.634652e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128450 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -16348803.000000 Penalty: 5855.715820
	Iteration 12Q: 3 clusters Score -1.63488e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130344 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -16350113.000000 Penalty: 5855.715820
	Iteration 13Q: 3 clusters Score -1.635011e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131459 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -16350868.000000 Penalty: 5855.715820
	Iteration 14Q: 3 clusters Score -1.635087e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -16351313.000000 Penalty: 5855.715820
	Iteration 15Q: 3 clusters Score -1.635131e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132371 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16351578.000000 Penalty: 5855.715820
	Iteration 16Q: 3 clusters Score -1.635158e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132572 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -16351735.000000 Penalty: 5855.715820
	Iteration 17Q: 3 clusters Score -1.635174e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132708 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16351872.000000 Penalty: 5855.715820
	Iteration 18Q: 3 clusters Score -1.635187e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16351968.000000 Penalty: 5855.715820
	Iteration 19Q: 3 clusters Score -1.635197e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16352021.000000 Penalty: 5855.715820
	Iteration 20F: 3 clusters Score -1.635202e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -16352080.000000 Penalty: 5855.715820
	Iteration 21Q: 3 clusters Score -1.635208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132899 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16352119.000000 Penalty: 5855.715820
	Iteration 22Q: 3 clusters Score -1.635212e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132928 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16352164.000000 Penalty: 5855.715820
	Iteration 23Q: 3 clusters Score -1.635216e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132943 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16352197.000000 Penalty: 5855.715820
	Iteration 24Q: 3 clusters Score -1.63522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132946 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16352206.000000 Penalty: 5855.715820
	Iteration 25Q: 3 clusters Score -1.635221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132955 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16352254.000000 Penalty: 5855.715820
	Iteration 26Q: 3 clusters Score -1.635225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132957 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16352259.000000 Penalty: 5855.715820
	Iteration 27Q: 3 clusters Score -1.635226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132957 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16352249.000000 Penalty: 5855.715820
	Iteration 28Q: 3 clusters Score -1.635225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16352259.000000 Penalty: 5855.715820
	Iteration 29Q: 3 clusters Score -1.635226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16352258.000000 Penalty: 5855.715820
	Iteration 30Q: 3 clusters Score -1.635226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16352269.000000 Penalty: 5855.715820
	Iteration 31Q: 3 clusters Score -1.635227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -16352257.000000 Penalty: 5855.715820
	Iteration 32Q: 3 clusters Score -1.635226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -16352269.000000 Penalty: 5855.715820
	Iteration 33Q: 3 clusters Score -1.635227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132964 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -16352251.000000 Penalty: 5855.715820
	Iteration 34Q: 3 clusters Score -1.635225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16352246.000000 Penalty: 5855.715820
	Iteration 35Q: 3 clusters Score -1.635225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16352254.000000 Penalty: 5855.715820
	Iteration 36Q: 3 clusters Score -1.635225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132967 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16352241.000000 Penalty: 5855.715820
	Iteration 37Q: 3 clusters Score -1.635224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132967 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16352244.000000 Penalty: 5855.715820
	Iteration 38Q: 3 clusters Score -1.635224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16352241.000000 Penalty: 5855.715820
	Iteration 39Q: 3 clusters Score -1.635224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16352241.000000 Penalty: 5855.715820
	Iteration 40F: 3 clusters Score -1.635224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Entering Unmasked Estep 
Score: -2479980.750000 Penalty: 2457.881104
	Iteration 0F: 2 clusters Score -2479981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2465863.750000 Penalty: 4915.762207
	Iteration 0F: 3 clusters Score -2465864 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2470491.500000 Penalty: 4915.762207
	Iteration 1F: 3 clusters Score -2470492 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2471024.250000 Penalty: 4915.762207
	Iteration 2F: 3 clusters Score -2471024 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2471630.750000 Penalty: 4915.762207
	Iteration 3F: 3 clusters Score -2471631 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2472247.250000 Penalty: 4915.762207
	Iteration 4F: 3 clusters Score -2472247 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2472847.750000 Penalty: 4915.762207
	Iteration 5F: 3 clusters Score -2472848 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2473480.750000 Penalty: 4915.762207
	Iteration 6F: 3 clusters Score -2473481 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2474170.500000 Penalty: 4915.762207
	Iteration 7F: 3 clusters Score -2474170 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2474772.250000 Penalty: 4915.762207
	Iteration 8Q: 3 clusters Score -2474772 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2475371.250000 Penalty: 4915.762207
	Iteration 9Q: 3 clusters Score -2475371 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2475863.000000 Penalty: 4915.762207
	Iteration 10Q: 3 clusters Score -2475863 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2476102.000000 Penalty: 4915.762207
	Iteration 11Q: 3 clusters Score -2476102 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2476246.750000 Penalty: 4915.762207
	Iteration 12Q: 3 clusters Score -2476247 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2476317.250000 Penalty: 4915.762207
	Iteration 13Q: 3 clusters Score -2476317 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2476367.000000 Penalty: 4915.762207
	Iteration 14Q: 3 clusters Score -2476367 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2476398.500000 Penalty: 4915.762207
	Iteration 15Q: 3 clusters Score -2476398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2476412.750000 Penalty: 4915.762207
	Iteration 16Q: 3 clusters Score -2476413 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2476415.000000 Penalty: 4915.762207
	Iteration 17Q: 3 clusters Score -2476415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2476421.250000 Penalty: 4915.762207
	Iteration 18Q: 3 clusters Score -2476421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2476428.500000 Penalty: 4915.762207
	Iteration 19Q: 3 clusters Score -2476428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2476441.000000 Penalty: 4915.762207
	Iteration 20F: 3 clusters Score -2476441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2476440.500000 Penalty: 4915.762207
	Iteration 21Q: 3 clusters Score -2476440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2476446.750000 Penalty: 4915.762207
	Iteration 22Q: 3 clusters Score -2476447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2476452.250000 Penalty: 4915.762207
	Iteration 23Q: 3 clusters Score -2476452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2476451.750000 Penalty: 4915.762207
	Iteration 24Q: 3 clusters Score -2476452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2476451.750000 Penalty: 4915.762207
	Iteration 25Q: 3 clusters Score -2476452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2476457.750000 Penalty: 4915.762207
	Iteration 26Q: 3 clusters Score -2476458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2476451.500000 Penalty: 4915.762207
	Iteration 27Q: 3 clusters Score -2476452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2476459.000000 Penalty: 4915.762207
	Iteration 28Q: 3 clusters Score -2476459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2476461.000000 Penalty: 4915.762207
	Iteration 29Q: 3 clusters Score -2476461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2476460.500000 Penalty: 4915.762207
	Iteration 30Q: 3 clusters Score -2476460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2476452.500000 Penalty: 4915.762207
	Iteration 31Q: 3 clusters Score -2476452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2476458.750000 Penalty: 4915.762207
	Iteration 32Q: 3 clusters Score -2476459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2476456.250000 Penalty: 4915.762207
	Iteration 33Q: 3 clusters Score -2476456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2476465.000000 Penalty: 4915.762207
	Iteration 34Q: 3 clusters Score -2476465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2476466.500000 Penalty: 4915.762207
	Iteration 35Q: 3 clusters Score -2476466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2476467.250000 Penalty: 4915.762207
	Iteration 36Q: 3 clusters Score -2476467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2476461.500000 Penalty: 4915.762207
	Iteration 37Q: 3 clusters Score -2476462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2476459.750000 Penalty: 4915.762207
	Iteration 38Q: 3 clusters Score -2476460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2476465.000000 Penalty: 4915.762207
	Iteration 39Q: 3 clusters Score -2476465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2476468.750000 Penalty: 4915.762207
	Iteration 40F: 3 clusters Score -2476469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2476472.500000 Penalty: 4915.762207
	Iteration 41Q: 3 clusters Score -2476472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2476474.750000 Penalty: 4915.762207
	Iteration 42Q: 3 clusters Score -2476475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2476471.250000 Penalty: 4915.762207
	Iteration 43Q: 3 clusters Score -2476471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2476471.750000 Penalty: 4915.762207
	Iteration 44Q: 3 clusters Score -2476472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2476475.750000 Penalty: 4915.762207
	Iteration 45Q: 3 clusters Score -2476476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2476474.000000 Penalty: 4915.762207
	Iteration 46Q: 3 clusters Score -2476474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2476469.500000 Penalty: 4915.762207
	Iteration 47Q: 3 clusters Score -2476470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2476472.000000 Penalty: 4915.762207
	Iteration 48Q: 3 clusters Score -2476472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2476474.750000 Penalty: 4915.762207
	Iteration 49Q: 3 clusters Score -2476475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2476484.750000 Penalty: 4915.762207
	Iteration 50Q: 3 clusters Score -2476485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2476488.000000 Penalty: 4915.762207
	Iteration 51Q: 3 clusters Score -2476488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2476484.250000 Penalty: 4915.762207
	Iteration 52Q: 3 clusters Score -2476484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2476489.750000 Penalty: 4915.762207
	Iteration 53Q: 3 clusters Score -2476490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2476493.500000 Penalty: 4915.762207
	Iteration 54Q: 3 clusters Score -2476494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2476503.750000 Penalty: 4915.762207
	Iteration 55Q: 3 clusters Score -2476504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2476508.000000 Penalty: 4915.762207
	Iteration 56Q: 3 clusters Score -2476508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2476510.750000 Penalty: 4915.762207
	Iteration 57Q: 3 clusters Score -2476511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2476513.500000 Penalty: 4915.762207
	Iteration 58Q: 3 clusters Score -2476514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2476516.750000 Penalty: 4915.762207
	Iteration 59Q: 3 clusters Score -2476517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2476506.500000 Penalty: 4915.762207
	Iteration 60F: 3 clusters Score -2476506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2476515.250000 Penalty: 4915.762207
	Iteration 61Q: 3 clusters Score -2476515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2476508.000000 Penalty: 4915.762207
	Iteration 62Q: 3 clusters Score -2476508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2476517.000000 Penalty: 4915.762207
	Iteration 63Q: 3 clusters Score -2476517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2476512.000000 Penalty: 4915.762207
	Iteration 64Q: 3 clusters Score -2476512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2476510.750000 Penalty: 4915.762207
	Iteration 65Q: 3 clusters Score -2476511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2476512.500000 Penalty: 4915.762207
	Iteration 66Q: 3 clusters Score -2476512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2476515.000000 Penalty: 4915.762207
	Iteration 67Q: 3 clusters Score -2476515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2476519.250000 Penalty: 4915.762207
	Iteration 68Q: 3 clusters Score -2476519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2476514.000000 Penalty: 4915.762207
	Iteration 69Q: 3 clusters Score -2476514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2476517.250000 Penalty: 4915.762207
	Iteration 70Q: 3 clusters Score -2476517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2476513.750000 Penalty: 4915.762207
	Iteration 71Q: 3 clusters Score -2476514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2476516.250000 Penalty: 4915.762207
	Iteration 72Q: 3 clusters Score -2476516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2476513.250000 Penalty: 4915.762207
	Iteration 73Q: 3 clusters Score -2476513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2476515.250000 Penalty: 4915.762207
	Iteration 74Q: 3 clusters Score -2476515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2476517.250000 Penalty: 4915.762207
	Iteration 75Q: 3 clusters Score -2476517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2476519.750000 Penalty: 4915.762207
	Iteration 76Q: 3 clusters Score -2476520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2476525.500000 Penalty: 4915.762207
	Iteration 77Q: 3 clusters Score -2476526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2476529.000000 Penalty: 4915.762207
	Iteration 78Q: 3 clusters Score -2476529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2476531.250000 Penalty: 4915.762207
	Iteration 79Q: 3 clusters Score -2476531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2476528.750000 Penalty: 4915.762207
	Iteration 80F: 3 clusters Score -2476529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2476528.250000 Penalty: 4915.762207
	Iteration 81Q: 3 clusters Score -2476528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2476529.750000 Penalty: 4915.762207
	Iteration 82Q: 3 clusters Score -2476530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2476527.000000 Penalty: 4915.762207
	Iteration 83Q: 3 clusters Score -2476527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2476527.500000 Penalty: 4915.762207
	Iteration 84Q: 3 clusters Score -2476528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2476526.000000 Penalty: 4915.762207
	Iteration 85Q: 3 clusters Score -2476526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2476526.000000 Penalty: 4915.762207
	Iteration 86F: 3 clusters Score -2476526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Entering Unmasked Estep 
Score: -2929258.750000 Penalty: 2502.033936
	Iteration 0F: 2 clusters Score -2929259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2912692.250000 Penalty: 5004.067871
	Iteration 0F: 3 clusters Score -2912692 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2918513.750000 Penalty: 5004.067871
	Iteration 1F: 3 clusters Score -2918514 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2919106.750000 Penalty: 5004.067871
	Iteration 2F: 3 clusters Score -2919107 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2919695.250000 Penalty: 5004.067871
	Iteration 3F: 3 clusters Score -2919695 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2920352.250000 Penalty: 5004.067871
	Iteration 4F: 3 clusters Score -2920352 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2921248.500000 Penalty: 5004.067871
	Iteration 5F: 3 clusters Score -2921248 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2922396.000000 Penalty: 5004.067871
	Iteration 6F: 3 clusters Score -2922396 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2923771.000000 Penalty: 5004.067871
	Iteration 7F: 3 clusters Score -2923771 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2925061.750000 Penalty: 5004.067871
	Iteration 8F: 3 clusters Score -2925062 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2926045.500000 Penalty: 5004.067871
	Iteration 9Q: 3 clusters Score -2926046 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2926559.000000 Penalty: 5004.067871
	Iteration 10Q: 3 clusters Score -2926559 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2926842.000000 Penalty: 5004.067871
	Iteration 11Q: 3 clusters Score -2926842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2926956.250000 Penalty: 5004.067871
	Iteration 12Q: 3 clusters Score -2926956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2927005.250000 Penalty: 5004.067871
	Iteration 13Q: 3 clusters Score -2927005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2927033.500000 Penalty: 5004.067871
	Iteration 14Q: 3 clusters Score -2927034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2927063.000000 Penalty: 5004.067871
	Iteration 15Q: 3 clusters Score -2927063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2927082.000000 Penalty: 5004.067871
	Iteration 16Q: 3 clusters Score -2927082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2927086.000000 Penalty: 5004.067871
	Iteration 17Q: 3 clusters Score -2927086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2927090.750000 Penalty: 5004.067871
	Iteration 18Q: 3 clusters Score -2927091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2927092.000000 Penalty: 5004.067871
	Iteration 19Q: 3 clusters Score -2927092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2927092.750000 Penalty: 5004.067871
	Iteration 20F: 3 clusters Score -2927093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -979287.437500 Penalty: 2246.154053
	Iteration 0F: 2 clusters Score -979287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -972513.125000 Penalty: 4492.308105
	Iteration 0F: 3 clusters Score -972513.1 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -974440.937500 Penalty: 4492.308105
	Iteration 1F: 3 clusters Score -974440.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -974756.187500 Penalty: 4492.308105
	Iteration 2F: 3 clusters Score -974756.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -975029.750000 Penalty: 4492.308105
	Iteration 3F: 3 clusters Score -975029.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -975302.125000 Penalty: 4492.308105
	Iteration 4F: 3 clusters Score -975302.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -975539.812500 Penalty: 4492.308105
	Iteration 5Q: 3 clusters Score -975539.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -975795.750000 Penalty: 4492.308105
	Iteration 6Q: 3 clusters Score -975795.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -976027.687500 Penalty: 4492.308105
	Iteration 7Q: 3 clusters Score -976027.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -976252.750000 Penalty: 4492.308105
	Iteration 8Q: 3 clusters Score -976252.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -976444.937500 Penalty: 4492.308105
	Iteration 9Q: 3 clusters Score -976444.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -976649.375000 Penalty: 4492.308105
	Iteration 10Q: 3 clusters Score -976649.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -976841.687500 Penalty: 4492.308105
	Iteration 11Q: 3 clusters Score -976841.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -977008.062500 Penalty: 4492.308105
	Iteration 12Q: 3 clusters Score -977008.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -977133.250000 Penalty: 4492.308105
	Iteration 13Q: 3 clusters Score -977133.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -977225.812500 Penalty: 4492.308105
	Iteration 14Q: 3 clusters Score -977225.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -977319.750000 Penalty: 4492.308105
	Iteration 15Q: 3 clusters Score -977319.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -977405.937500 Penalty: 4492.308105
	Iteration 16Q: 3 clusters Score -977405.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -977509.937500 Penalty: 4492.308105
	Iteration 17Q: 3 clusters Score -977509.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -977615.312500 Penalty: 4492.308105
	Iteration 18Q: 3 clusters Score -977615.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -977714.562500 Penalty: 4492.308105
	Iteration 19Q: 3 clusters Score -977714.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -977811.125000 Penalty: 4492.308105
	Iteration 20F: 3 clusters Score -977811.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -977923.000000 Penalty: 4492.308105
	Iteration 21Q: 3 clusters Score -977923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -978091.250000 Penalty: 4492.308105
	Iteration 22Q: 3 clusters Score -978091.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -978219.125000 Penalty: 4492.308105
	Iteration 23Q: 3 clusters Score -978219.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -978303.687500 Penalty: 4492.308105
	Iteration 24Q: 3 clusters Score -978303.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -978337.000000 Penalty: 4492.308105
	Iteration 25Q: 3 clusters Score -978337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -978358.937500 Penalty: 4492.308105
	Iteration 26Q: 3 clusters Score -978358.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -978365.437500 Penalty: 4492.308105
	Iteration 27Q: 3 clusters Score -978365.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -978370.062500 Penalty: 4492.308105
	Iteration 28Q: 3 clusters Score -978370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -978372.500000 Penalty: 4492.308105
	Iteration 29Q: 3 clusters Score -978372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -978372.500000 Penalty: 4492.308105
	Iteration 30F: 3 clusters Score -978372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -328495.281250 Penalty: 1973.727173
	Iteration 0F: 2 clusters Score -328495.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -325336.875000 Penalty: 3947.454346
	Iteration 0F: 3 clusters Score -325336.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -326026.812500 Penalty: 3947.454346
	Iteration 1F: 3 clusters Score -326026.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -326209.125000 Penalty: 3947.454346
	Iteration 2F: 3 clusters Score -326209.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326301.843750 Penalty: 3947.454346
	Iteration 3F: 3 clusters Score -326301.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326353.125000 Penalty: 3947.454346
	Iteration 4Q: 3 clusters Score -326353.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326381.906250 Penalty: 3947.454346
	Iteration 5Q: 3 clusters Score -326381.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -326402.843750 Penalty: 3947.454346
	Iteration 6Q: 3 clusters Score -326402.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -326425.656250 Penalty: 3947.454346
	Iteration 7Q: 3 clusters Score -326425.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -326449.250000 Penalty: 3947.454346
	Iteration 8Q: 3 clusters Score -326449.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -326465.218750 Penalty: 3947.454346
	Iteration 9Q: 3 clusters Score -326465.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -326471.562500 Penalty: 3947.454346
	Iteration 10Q: 3 clusters Score -326471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -326479.500000 Penalty: 3947.454346
	Iteration 11Q: 3 clusters Score -326479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -326486.437500 Penalty: 3947.454346
	Iteration 12Q: 3 clusters Score -326486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -326490.406250 Penalty: 3947.454346
	Iteration 13Q: 3 clusters Score -326490.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -326494.750000 Penalty: 3947.454346
	Iteration 14Q: 3 clusters Score -326494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -326499.906250 Penalty: 3947.454346
	Iteration 15Q: 3 clusters Score -326499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -326503.281250 Penalty: 3947.454346
	Iteration 16Q: 3 clusters Score -326503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -326507.000000 Penalty: 3947.454346
	Iteration 17Q: 3 clusters Score -326507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -326508.906250 Penalty: 3947.454346
	Iteration 18Q: 3 clusters Score -326508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -326512.468750 Penalty: 3947.454346
	Iteration 19Q: 3 clusters Score -326512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -326514.562500 Penalty: 3947.454346
	Iteration 20F: 3 clusters Score -326514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -326516.843750 Penalty: 3947.454346
	Iteration 21Q: 3 clusters Score -326516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -326519.562500 Penalty: 3947.454346
	Iteration 22Q: 3 clusters Score -326519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -326520.281250 Penalty: 3947.454346
	Iteration 23Q: 3 clusters Score -326520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -326521.031250 Penalty: 3947.454346
	Iteration 24Q: 3 clusters Score -326521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -326521.031250 Penalty: 3947.454346
	Iteration 25F: 3 clusters Score -326521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Entering Unmasked Estep 
Score: -3679656.000000 Penalty: 2556.471436
	Iteration 0F: 2 clusters Score -3679656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3659048.000000 Penalty: 5112.942871
	Iteration 0F: 3 clusters Score -3659048 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3666405.250000 Penalty: 5112.942871
	Iteration 1F: 3 clusters Score -3666405 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3666851.750000 Penalty: 5112.942871
	Iteration 2Q: 3 clusters Score -3666852 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3667290.750000 Penalty: 5112.942871
	Iteration 3Q: 3 clusters Score -3667291 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3667739.250000 Penalty: 5112.942871
	Iteration 4Q: 3 clusters Score -3667739 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3668131.750000 Penalty: 5112.942871
	Iteration 5Q: 3 clusters Score -3668132 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3668571.250000 Penalty: 5112.942871
	Iteration 6Q: 3 clusters Score -3668571 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3669005.500000 Penalty: 5112.942871
	Iteration 7Q: 3 clusters Score -3669006 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3669471.750000 Penalty: 5112.942871
	Iteration 8Q: 3 clusters Score -3669472 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3669907.000000 Penalty: 5112.942871
	Iteration 9Q: 3 clusters Score -3669907 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3670338.000000 Penalty: 5112.942871
	Iteration 10Q: 3 clusters Score -3670338 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3670808.750000 Penalty: 5112.942871
	Iteration 11Q: 3 clusters Score -3670809 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3671258.000000 Penalty: 5112.942871
	Iteration 12Q: 3 clusters Score -3671258 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3671684.500000 Penalty: 5112.942871
	Iteration 13Q: 3 clusters Score -3671684 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3672091.750000 Penalty: 5112.942871
	Iteration 14Q: 3 clusters Score -3672092 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3672488.500000 Penalty: 5112.942871
	Iteration 15Q: 3 clusters Score -3672488 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3672865.000000 Penalty: 5112.942871
	Iteration 16Q: 3 clusters Score -3672865 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3673230.000000 Penalty: 5112.942871
	Iteration 17Q: 3 clusters Score -3673230 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3673543.750000 Penalty: 5112.942871
	Iteration 18Q: 3 clusters Score -3673544 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3673881.750000 Penalty: 5112.942871
	Iteration 19Q: 3 clusters Score -3673882 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3674230.000000 Penalty: 5112.942871
	Iteration 20F: 3 clusters Score -3674230 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3674544.250000 Penalty: 5112.942871
	Iteration 21Q: 3 clusters Score -3674544 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3674878.250000 Penalty: 5112.942871
	Iteration 22Q: 3 clusters Score -3674878 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3675147.250000 Penalty: 5112.942871
	Iteration 23Q: 3 clusters Score -3675147 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3675429.750000 Penalty: 5112.942871
	Iteration 24Q: 3 clusters Score -3675430 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3675678.750000 Penalty: 5112.942871
	Iteration 25Q: 3 clusters Score -3675679 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3675941.000000 Penalty: 5112.942871
	Iteration 26Q: 3 clusters Score -3675941 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3676170.750000 Penalty: 5112.942871
	Iteration 27Q: 3 clusters Score -3676171 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3676360.500000 Penalty: 5112.942871
	Iteration 28Q: 3 clusters Score -3676360 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3676568.250000 Penalty: 5112.942871
	Iteration 29Q: 3 clusters Score -3676568 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3676750.250000 Penalty: 5112.942871
	Iteration 30Q: 3 clusters Score -3676750 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3676918.250000 Penalty: 5112.942871
	Iteration 31Q: 3 clusters Score -3676918 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3677069.750000 Penalty: 5112.942871
	Iteration 32Q: 3 clusters Score -3677070 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3677188.500000 Penalty: 5112.942871
	Iteration 33Q: 3 clusters Score -3677188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3677298.750000 Penalty: 5112.942871
	Iteration 34Q: 3 clusters Score -3677299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3677376.750000 Penalty: 5112.942871
	Iteration 35Q: 3 clusters Score -3677377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3677446.500000 Penalty: 5112.942871
	Iteration 36Q: 3 clusters Score -3677446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3677500.500000 Penalty: 5112.942871
	Iteration 37Q: 3 clusters Score -3677500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3677531.750000 Penalty: 5112.942871
	Iteration 38Q: 3 clusters Score -3677532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3677546.500000 Penalty: 5112.942871
	Iteration 39Q: 3 clusters Score -3677546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3677559.500000 Penalty: 5112.942871
	Iteration 40F: 3 clusters Score -3677560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3677571.000000 Penalty: 5112.942871
	Iteration 41Q: 3 clusters Score -3677571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3677592.500000 Penalty: 5112.942871
	Iteration 42Q: 3 clusters Score -3677592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3677614.750000 Penalty: 5112.942871
	Iteration 43Q: 3 clusters Score -3677615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3677630.750000 Penalty: 5112.942871
	Iteration 44Q: 3 clusters Score -3677631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3677643.750000 Penalty: 5112.942871
	Iteration 45Q: 3 clusters Score -3677644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3677644.500000 Penalty: 5112.942871
	Iteration 46Q: 3 clusters Score -3677644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -3677644.500000 Penalty: 5112.942871
	Iteration 47Q: 3 clusters Score -3677644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3677649.750000 Penalty: 5112.942871
	Iteration 48Q: 3 clusters Score -3677650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3677654.750000 Penalty: 5112.942871
	Iteration 49Q: 3 clusters Score -3677655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3677657.750000 Penalty: 5112.942871
	Iteration 50Q: 3 clusters Score -3677658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3677652.250000 Penalty: 5112.942871
	Iteration 51Q: 3 clusters Score -3677652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3677653.000000 Penalty: 5112.942871
	Iteration 52Q: 3 clusters Score -3677653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3677656.250000 Penalty: 5112.942871
	Iteration 53Q: 3 clusters Score -3677656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3677657.750000 Penalty: 5112.942871
	Iteration 54Q: 3 clusters Score -3677658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3677658.250000 Penalty: 5112.942871
	Iteration 55Q: 3 clusters Score -3677658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3677658.250000 Penalty: 5112.942871
	Iteration 56F: 3 clusters Score -3677658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169706 members 
Entering Unmasked Estep 
Score: -20968584.000000 Penalty: 2986.372070
	Iteration 0F: 2 clusters Score -2.096858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -20856448.000000 Penalty: 5972.744141
	Iteration 0F: 3 clusters Score -2.085645e+07 nChanged 81535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -20903674.000000 Penalty: 5972.744141
	Iteration 1F: 3 clusters Score -2.090367e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -20905068.000000 Penalty: 5972.744141
	Iteration 2Q: 3 clusters Score -2.090507e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -20907086.000000 Penalty: 5972.744141
	Iteration 3Q: 3 clusters Score -2.090709e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -20910122.000000 Penalty: 5972.744141
	Iteration 4Q: 3 clusters Score -2.091012e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -20914756.000000 Penalty: 5972.744141
	Iteration 5Q: 3 clusters Score -2.091476e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -20921790.000000 Penalty: 5972.744141
	Iteration 6F: 3 clusters Score -2.092179e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -20930876.000000 Penalty: 5972.744141
	Iteration 7F: 3 clusters Score -2.093088e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -20940316.000000 Penalty: 5972.744141
	Iteration 8F: 3 clusters Score -2.094032e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -20947832.000000 Penalty: 5972.744141
	Iteration 9F: 3 clusters Score -2.094783e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -20952376.000000 Penalty: 5972.744141
	Iteration 10Q: 3 clusters Score -2.095238e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -20955274.000000 Penalty: 5972.744141
	Iteration 11Q: 3 clusters Score -2.095527e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -20957286.000000 Penalty: 5972.744141
	Iteration 12Q: 3 clusters Score -2.095729e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -20959072.000000 Penalty: 5972.744141
	Iteration 13Q: 3 clusters Score -2.095907e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -20960538.000000 Penalty: 5972.744141
	Iteration 14Q: 3 clusters Score -2.096054e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -20961322.000000 Penalty: 5972.744141
	Iteration 15Q: 3 clusters Score -2.096132e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -20961792.000000 Penalty: 5972.744141
	Iteration 16Q: 3 clusters Score -2.096179e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -20962136.000000 Penalty: 5972.744141
	Iteration 17Q: 3 clusters Score -2.096214e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -20962356.000000 Penalty: 5972.744141
	Iteration 18Q: 3 clusters Score -2.096236e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 100708 members 
Entering Unmasked Estep 
Score: -20962440.000000 Penalty: 5972.744141
	Iteration 19Q: 3 clusters Score -2.096244e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -20962544.000000 Penalty: 5972.744141
	Iteration 20F: 3 clusters Score -2.096254e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -20962596.000000 Penalty: 5972.744141
	Iteration 21Q: 3 clusters Score -2.09626e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -20962768.000000 Penalty: 5972.744141
	Iteration 22Q: 3 clusters Score -2.096277e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -20962752.000000 Penalty: 5972.744141
	Iteration 23Q: 3 clusters Score -2.096275e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -20962752.000000 Penalty: 5972.744141
	Iteration 24Q: 3 clusters Score -2.096275e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -20962756.000000 Penalty: 5972.744141
	Iteration 25Q: 3 clusters Score -2.096276e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -20962724.000000 Penalty: 5972.744141
	Iteration 26Q: 3 clusters Score -2.096272e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -20962712.000000 Penalty: 5972.744141
	Iteration 27Q: 3 clusters Score -2.096271e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -20962764.000000 Penalty: 5972.744141
	Iteration 28Q: 3 clusters Score -2.096276e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 107229 members 
Entering Unmasked Estep 
Score: -20962768.000000 Penalty: 5972.744141
	Iteration 29Q: 3 clusters Score -2.096277e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -20962756.000000 Penalty: 5972.744141
	Iteration 30Q: 3 clusters Score -2.096276e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -20962858.000000 Penalty: 5972.744141
	Iteration 31Q: 3 clusters Score -2.096286e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -20962836.000000 Penalty: 5972.744141
	Iteration 32Q: 3 clusters Score -2.096284e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -20962954.000000 Penalty: 5972.744141
	Iteration 33Q: 3 clusters Score -2.096295e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -20963014.000000 Penalty: 5972.744141
	Iteration 34Q: 3 clusters Score -2.096301e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -20963038.000000 Penalty: 5972.744141
	Iteration 35Q: 3 clusters Score -2.096304e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -20963006.000000 Penalty: 5972.744141
	Iteration 36Q: 3 clusters Score -2.096301e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -20963086.000000 Penalty: 5972.744141
	Iteration 37Q: 3 clusters Score -2.096309e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -20963088.000000 Penalty: 5972.744141
	Iteration 38Q: 3 clusters Score -2.096309e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -20963114.000000 Penalty: 5972.744141
	Iteration 39Q: 3 clusters Score -2.096311e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -20963130.000000 Penalty: 5972.744141
	Iteration 40F: 3 clusters Score -2.096313e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -20963220.000000 Penalty: 5972.744141
	Iteration 41Q: 3 clusters Score -2.096322e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 117474 members 
Entering Unmasked Estep 
Score: -20963230.000000 Penalty: 5972.744141
	Iteration 42Q: 3 clusters Score -2.096323e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 118266 members 
Entering Unmasked Estep 
Score: -20963262.000000 Penalty: 5972.744141
	Iteration 43Q: 3 clusters Score -2.096326e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -20963312.000000 Penalty: 5972.744141
	Iteration 44Q: 3 clusters Score -2.096331e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -20963378.000000 Penalty: 5972.744141
	Iteration 45Q: 3 clusters Score -2.096338e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 120674 members 
Entering Unmasked Estep 
Score: -20963290.000000 Penalty: 5972.744141
	Iteration 46Q: 3 clusters Score -2.096329e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 121447 members 
Entering Unmasked Estep 
Score: -20963446.000000 Penalty: 5972.744141
	Iteration 47Q: 3 clusters Score -2.096345e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 122230 members 
Entering Unmasked Estep 
Score: -20963478.000000 Penalty: 5972.744141
	Iteration 48Q: 3 clusters Score -2.096348e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -20963576.000000 Penalty: 5972.744141
	Iteration 49Q: 3 clusters Score -2.096358e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 123874 members 
Entering Unmasked Estep 
Score: -20963664.000000 Penalty: 5972.744141
	Iteration 50Q: 3 clusters Score -2.096366e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 124694 members 
Entering Unmasked Estep 
Score: -20963744.000000 Penalty: 5972.744141
	Iteration 51Q: 3 clusters Score -2.096374e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
Score: -20963822.000000 Penalty: 5972.744141
	Iteration 52Q: 3 clusters Score -2.096382e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 126390 members 
Entering Unmasked Estep 
Score: -20963900.000000 Penalty: 5972.744141
	Iteration 53Q: 3 clusters Score -2.09639e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -20964042.000000 Penalty: 5972.744141
	Iteration 54Q: 3 clusters Score -2.096404e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 127917 members 
Entering Unmasked Estep 
Score: -20964100.000000 Penalty: 5972.744141
	Iteration 55Q: 3 clusters Score -2.09641e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 128686 members 
Entering Unmasked Estep 
Score: -20964166.000000 Penalty: 5972.744141
	Iteration 56Q: 3 clusters Score -2.096417e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 129449 members 
Entering Unmasked Estep 
Score: -20964244.000000 Penalty: 5972.744141
	Iteration 57Q: 3 clusters Score -2.096424e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -20964316.000000 Penalty: 5972.744141
	Iteration 58Q: 3 clusters Score -2.096432e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 131036 members 
Entering Unmasked Estep 
Score: -20964266.000000 Penalty: 5972.744141
	Iteration 59Q: 3 clusters Score -2.096427e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 131781 members 
Entering Unmasked Estep 
Score: -20964280.000000 Penalty: 5972.744141
	Iteration 60F: 3 clusters Score -2.096428e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -20964368.000000 Penalty: 5972.744141
	Iteration 61Q: 3 clusters Score -2.096437e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -20964368.000000 Penalty: 5972.744141
	Iteration 62Q: 3 clusters Score -2.096437e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 133958 members 
Entering Unmasked Estep 
Score: -20964448.000000 Penalty: 5972.744141
	Iteration 63Q: 3 clusters Score -2.096445e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 134725 members 
Entering Unmasked Estep 
Score: -20964544.000000 Penalty: 5972.744141
	Iteration 64Q: 3 clusters Score -2.096454e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 135475 members 
Entering Unmasked Estep 
Score: -20964668.000000 Penalty: 5972.744141
	Iteration 65Q: 3 clusters Score -2.096467e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 136223 members 
Entering Unmasked Estep 
Score: -20964680.000000 Penalty: 5972.744141
	Iteration 66Q: 3 clusters Score -2.096468e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -20964736.000000 Penalty: 5972.744141
	Iteration 67Q: 3 clusters Score -2.096474e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 137699 members 
Entering Unmasked Estep 
Score: -20964842.000000 Penalty: 5972.744141
	Iteration 68Q: 3 clusters Score -2.096484e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -20964892.000000 Penalty: 5972.744141
	Iteration 69Q: 3 clusters Score -2.096489e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 139231 members 
Entering Unmasked Estep 
Score: -20964852.000000 Penalty: 5972.744141
	Iteration 70Q: 3 clusters Score -2.096485e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 140001 members 
Entering Unmasked Estep 
Score: -20964894.000000 Penalty: 5972.744141
	Iteration 71Q: 3 clusters Score -2.096489e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 140821 members 
Entering Unmasked Estep 
Score: -20964938.000000 Penalty: 5972.744141
	Iteration 72Q: 3 clusters Score -2.096494e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 141668 members 
Entering Unmasked Estep 
Score: -20965030.000000 Penalty: 5972.744141
	Iteration 73Q: 3 clusters Score -2.096503e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -20965058.000000 Penalty: 5972.744141
	Iteration 74Q: 3 clusters Score -2.096506e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -20965060.000000 Penalty: 5972.744141
	Iteration 75Q: 3 clusters Score -2.096506e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -20965218.000000 Penalty: 5972.744141
	Iteration 76Q: 3 clusters Score -2.096522e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 144854 members 
Entering Unmasked Estep 
Score: -20965304.000000 Penalty: 5972.744141
	Iteration 77Q: 3 clusters Score -2.09653e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -20965322.000000 Penalty: 5972.744141
	Iteration 78Q: 3 clusters Score -2.096532e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 146357 members 
Entering Unmasked Estep 
Score: -20965334.000000 Penalty: 5972.744141
	Iteration 79Q: 3 clusters Score -2.096533e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -20965448.000000 Penalty: 5972.744141
	Iteration 80F: 3 clusters Score -2.096545e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -20965514.000000 Penalty: 5972.744141
	Iteration 81Q: 3 clusters Score -2.096551e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -20965626.000000 Penalty: 5972.744141
	Iteration 82Q: 3 clusters Score -2.096563e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 149130 members 
Entering Unmasked Estep 
Score: -20965630.000000 Penalty: 5972.744141
	Iteration 83Q: 3 clusters Score -2.096563e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 149836 members 
Entering Unmasked Estep 
Score: -20965642.000000 Penalty: 5972.744141
	Iteration 84Q: 3 clusters Score -2.096564e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 150559 members 
Entering Unmasked Estep 
Score: -20965752.000000 Penalty: 5972.744141
	Iteration 85Q: 3 clusters Score -2.096575e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 151277 members 
Entering Unmasked Estep 
Score: -20965818.000000 Penalty: 5972.744141
	Iteration 86Q: 3 clusters Score -2.096582e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -20965884.000000 Penalty: 5972.744141
	Iteration 87Q: 3 clusters Score -2.096588e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -20965942.000000 Penalty: 5972.744141
	Iteration 88Q: 3 clusters Score -2.096594e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 153494 members 
Entering Unmasked Estep 
Score: -20966088.000000 Penalty: 5972.744141
	Iteration 89Q: 3 clusters Score -2.096609e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 154182 members 
Entering Unmasked Estep 
Score: -20966120.000000 Penalty: 5972.744141
	Iteration 90Q: 3 clusters Score -2.096612e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -20966156.000000 Penalty: 5972.744141
	Iteration 91Q: 3 clusters Score -2.096616e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 155490 members 
Entering Unmasked Estep 
Score: -20966200.000000 Penalty: 5972.744141
	Iteration 92Q: 3 clusters Score -2.09662e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -20966246.000000 Penalty: 5972.744141
	Iteration 93Q: 3 clusters Score -2.096625e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 156660 members 
Entering Unmasked Estep 
Score: -20966302.000000 Penalty: 5972.744141
	Iteration 94Q: 3 clusters Score -2.09663e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 157251 members 
Entering Unmasked Estep 
Score: -20966402.000000 Penalty: 5972.744141
	Iteration 95Q: 3 clusters Score -2.09664e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -20966482.000000 Penalty: 5972.744141
	Iteration 96Q: 3 clusters Score -2.096648e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 158349 members 
Entering Unmasked Estep 
Score: -20966424.000000 Penalty: 5972.744141
	Iteration 97Q: 3 clusters Score -2.096642e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 158896 members 
Entering Unmasked Estep 
Score: -20966456.000000 Penalty: 5972.744141
	Iteration 98Q: 3 clusters Score -2.096646e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -20966526.000000 Penalty: 5972.744141
	Iteration 99Q: 3 clusters Score -2.096653e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -20966576.000000 Penalty: 5972.744141
	Iteration 100F: 3 clusters Score -2.096658e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -20966580.000000 Penalty: 5972.744141
	Iteration 101Q: 3 clusters Score -2.096658e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -20966648.000000 Penalty: 5972.744141
	Iteration 102Q: 3 clusters Score -2.096665e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -20966712.000000 Penalty: 5972.744141
	Iteration 103Q: 3 clusters Score -2.096671e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 161277 members 
Entering Unmasked Estep 
Score: -20966684.000000 Penalty: 5972.744141
	Iteration 104Q: 3 clusters Score -2.096668e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -20966702.000000 Penalty: 5972.744141
	Iteration 105Q: 3 clusters Score -2.09667e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -20966710.000000 Penalty: 5972.744141
	Iteration 106Q: 3 clusters Score -2.096671e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 162161 members 
Entering Unmasked Estep 
Score: -20966720.000000 Penalty: 5972.744141
	Iteration 107Q: 3 clusters Score -2.096672e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -20966726.000000 Penalty: 5972.744141
	Iteration 108Q: 3 clusters Score -2.096673e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -20966748.000000 Penalty: 5972.744141
	Iteration 109Q: 3 clusters Score -2.096675e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -20966758.000000 Penalty: 5972.744141
	Iteration 110Q: 3 clusters Score -2.096676e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -20966832.000000 Penalty: 5972.744141
	Iteration 111Q: 3 clusters Score -2.096683e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -20966836.000000 Penalty: 5972.744141
	Iteration 112Q: 3 clusters Score -2.096684e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20966840.000000 Penalty: 5972.744141
	Iteration 113Q: 3 clusters Score -2.096684e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 163869 members 
Entering Unmasked Estep 
Score: -20966852.000000 Penalty: 5972.744141
	Iteration 114Q: 3 clusters Score -2.096685e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -20966850.000000 Penalty: 5972.744141
	Iteration 115Q: 3 clusters Score -2.096685e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -20966848.000000 Penalty: 5972.744141
	Iteration 116Q: 3 clusters Score -2.096685e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -20966872.000000 Penalty: 5972.744141
	Iteration 117Q: 3 clusters Score -2.096687e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -20966870.000000 Penalty: 5972.744141
	Iteration 118Q: 3 clusters Score -2.096687e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 164695 members 
Entering Unmasked Estep 
Score: -20966912.000000 Penalty: 5972.744141
	Iteration 119Q: 3 clusters Score -2.096691e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -20966942.000000 Penalty: 5972.744141
	Iteration 120F: 3 clusters Score -2.096694e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -20966956.000000 Penalty: 5972.744141
	Iteration 121Q: 3 clusters Score -2.096696e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -20966996.000000 Penalty: 5972.744141
	Iteration 122Q: 3 clusters Score -2.0967e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 165132 members 
Entering Unmasked Estep 
Score: -20967006.000000 Penalty: 5972.744141
	Iteration 123Q: 3 clusters Score -2.096701e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 165219 members 
Entering Unmasked Estep 
Score: -20966998.000000 Penalty: 5972.744141
	Iteration 124Q: 3 clusters Score -2.0967e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -20967016.000000 Penalty: 5972.744141
	Iteration 125Q: 3 clusters Score -2.096702e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 165373 members 
Entering Unmasked Estep 
Score: -20966998.000000 Penalty: 5972.744141
	Iteration 126Q: 3 clusters Score -2.0967e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 165430 members 
Entering Unmasked Estep 
Score: -20966950.000000 Penalty: 5972.744141
	Iteration 127Q: 3 clusters Score -2.096695e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 165486 members 
Entering Unmasked Estep 
Score: -20966942.000000 Penalty: 5972.744141
	Iteration 128Q: 3 clusters Score -2.096694e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -20966952.000000 Penalty: 5972.744141
	Iteration 129Q: 3 clusters Score -2.096695e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 165590 members 
Entering Unmasked Estep 
Score: -20966960.000000 Penalty: 5972.744141
	Iteration 130Q: 3 clusters Score -2.096696e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 165643 members 
Entering Unmasked Estep 
Score: -20966946.000000 Penalty: 5972.744141
	Iteration 131Q: 3 clusters Score -2.096695e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -20966976.000000 Penalty: 5972.744141
	Iteration 132Q: 3 clusters Score -2.096698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 165735 members 
Entering Unmasked Estep 
Score: -20966960.000000 Penalty: 5972.744141
	Iteration 133Q: 3 clusters Score -2.096696e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 165784 members 
Entering Unmasked Estep 
Score: -20966982.000000 Penalty: 5972.744141
	Iteration 134Q: 3 clusters Score -2.096698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -20966986.000000 Penalty: 5972.744141
	Iteration 135Q: 3 clusters Score -2.096699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 165862 members 
Entering Unmasked Estep 
Score: -20966998.000000 Penalty: 5972.744141
	Iteration 136Q: 3 clusters Score -2.0967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 165890 members 
Entering Unmasked Estep 
Score: -20966998.000000 Penalty: 5972.744141
	Iteration 137Q: 3 clusters Score -2.0967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -20967008.000000 Penalty: 5972.744141
	Iteration 138Q: 3 clusters Score -2.096701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 165926 members 
Entering Unmasked Estep 
Score: -20966970.000000 Penalty: 5972.744141
	Iteration 139Q: 3 clusters Score -2.096697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -20966964.000000 Penalty: 5972.744141
	Iteration 140F: 3 clusters Score -2.096696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 165959 members 
Entering Unmasked Estep 
Score: -20966982.000000 Penalty: 5972.744141
	Iteration 141Q: 3 clusters Score -2.096698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 165974 members 
Entering Unmasked Estep 
Score: -20966992.000000 Penalty: 5972.744141
	Iteration 142Q: 3 clusters Score -2.096699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 165988 members 
Entering Unmasked Estep 
Score: -20967020.000000 Penalty: 5972.744141
	Iteration 143Q: 3 clusters Score -2.096702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 166002 members 
Entering Unmasked Estep 
Score: -20967012.000000 Penalty: 5972.744141
	Iteration 144Q: 3 clusters Score -2.096701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 166022 members 
Entering Unmasked Estep 
Score: -20966992.000000 Penalty: 5972.744141
	Iteration 145Q: 3 clusters Score -2.096699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -20966990.000000 Penalty: 5972.744141
	Iteration 146Q: 3 clusters Score -2.096699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 166046 members 
Entering Unmasked Estep 
Score: -20966992.000000 Penalty: 5972.744141
	Iteration 147Q: 3 clusters Score -2.096699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -20967006.000000 Penalty: 5972.744141
	Iteration 148Q: 3 clusters Score -2.096701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -20966998.000000 Penalty: 5972.744141
	Iteration 149Q: 3 clusters Score -2.0967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 166079 members 
Entering Unmasked Estep 
Score: -20967030.000000 Penalty: 5972.744141
	Iteration 150Q: 3 clusters Score -2.096703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -20967014.000000 Penalty: 5972.744141
	Iteration 151Q: 3 clusters Score -2.096701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 166092 members 
Entering Unmasked Estep 
Score: -20967006.000000 Penalty: 5972.744141
	Iteration 152Q: 3 clusters Score -2.096701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 166099 members 
Entering Unmasked Estep 
Score: -20967020.000000 Penalty: 5972.744141
	Iteration 153Q: 3 clusters Score -2.096702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 166102 members 
Entering Unmasked Estep 
Score: -20967014.000000 Penalty: 5972.744141
	Iteration 154Q: 3 clusters Score -2.096701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -20967026.000000 Penalty: 5972.744141
	Iteration 155Q: 3 clusters Score -2.096703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 166118 members 
Entering Unmasked Estep 
Score: -20967024.000000 Penalty: 5972.744141
	Iteration 156Q: 3 clusters Score -2.096702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 166127 members 
Entering Unmasked Estep 
Score: -20967022.000000 Penalty: 5972.744141
	Iteration 157Q: 3 clusters Score -2.096702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 166136 members 
Entering Unmasked Estep 
Score: -20967024.000000 Penalty: 5972.744141
	Iteration 158Q: 3 clusters Score -2.096702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 166142 members 
Entering Unmasked Estep 
Score: -20967022.000000 Penalty: 5972.744141
	Iteration 159Q: 3 clusters Score -2.096702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 166150 members 
Entering Unmasked Estep 
Score: -20967012.000000 Penalty: 5972.744141
	Iteration 160F: 3 clusters Score -2.096701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 166156 members 
Entering Unmasked Estep 
Score: -20967008.000000 Penalty: 5972.744141
	Iteration 161Q: 3 clusters Score -2.096701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -20967020.000000 Penalty: 5972.744141
	Iteration 162Q: 3 clusters Score -2.096702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -20967016.000000 Penalty: 5972.744141
	Iteration 163Q: 3 clusters Score -2.096702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 166164 members 
Entering Unmasked Estep 
Score: -20967026.000000 Penalty: 5972.744141
	Iteration 164Q: 3 clusters Score -2.096703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -20967026.000000 Penalty: 5972.744141
	Iteration 165Q: 3 clusters Score -2.096703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -20967026.000000 Penalty: 5972.744141
	Iteration 166F: 3 clusters Score -2.096703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Entering Unmasked Estep 
Score: -1226586.750000 Penalty: 2284.758789
	Iteration 0F: 2 clusters Score -1226587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1218957.875000 Penalty: 4569.517578
	Iteration 0F: 3 clusters Score -1218958 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1221137.500000 Penalty: 4569.517578
	Iteration 1F: 3 clusters Score -1221138 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1221505.250000 Penalty: 4569.517578
	Iteration 2F: 3 clusters Score -1221505 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1221829.750000 Penalty: 4569.517578
	Iteration 3F: 3 clusters Score -1221830 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1222184.250000 Penalty: 4569.517578
	Iteration 4F: 3 clusters Score -1222184 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1222603.625000 Penalty: 4569.517578
	Iteration 5F: 3 clusters Score -1222604 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1223082.250000 Penalty: 4569.517578
	Iteration 6F: 3 clusters Score -1223082 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1223579.750000 Penalty: 4569.517578
	Iteration 7F: 3 clusters Score -1223580 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1223987.750000 Penalty: 4569.517578
	Iteration 8F: 3 clusters Score -1223988 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1224274.375000 Penalty: 4569.517578
	Iteration 9Q: 3 clusters Score -1224274 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1224450.375000 Penalty: 4569.517578
	Iteration 10Q: 3 clusters Score -1224450 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1224588.875000 Penalty: 4569.517578
	Iteration 11Q: 3 clusters Score -1224589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1224676.000000 Penalty: 4569.517578
	Iteration 12Q: 3 clusters Score -1224676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1224722.000000 Penalty: 4569.517578
	Iteration 13Q: 3 clusters Score -1224722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1224757.500000 Penalty: 4569.517578
	Iteration 14Q: 3 clusters Score -1224758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1224787.375000 Penalty: 4569.517578
	Iteration 15Q: 3 clusters Score -1224787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1224803.375000 Penalty: 4569.517578
	Iteration 16Q: 3 clusters Score -1224803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1224819.500000 Penalty: 4569.517578
	Iteration 17Q: 3 clusters Score -1224820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1224830.250000 Penalty: 4569.517578
	Iteration 18Q: 3 clusters Score -1224830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1224840.375000 Penalty: 4569.517578
	Iteration 19Q: 3 clusters Score -1224840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1224847.000000 Penalty: 4569.517578
	Iteration 20F: 3 clusters Score -1224847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1224857.875000 Penalty: 4569.517578
	Iteration 21Q: 3 clusters Score -1224858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1224862.375000 Penalty: 4569.517578
	Iteration 22Q: 3 clusters Score -1224862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1224869.500000 Penalty: 4569.517578
	Iteration 23Q: 3 clusters Score -1224870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1224874.750000 Penalty: 4569.517578
	Iteration 24Q: 3 clusters Score -1224875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1224878.250000 Penalty: 4569.517578
	Iteration 25Q: 3 clusters Score -1224878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1224880.750000 Penalty: 4569.517578
	Iteration 26Q: 3 clusters Score -1224881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1224881.375000 Penalty: 4569.517578
	Iteration 27Q: 3 clusters Score -1224881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1224884.500000 Penalty: 4569.517578
	Iteration 28Q: 3 clusters Score -1224884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1224887.875000 Penalty: 4569.517578
	Iteration 29Q: 3 clusters Score -1224888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1224889.750000 Penalty: 4569.517578
	Iteration 30Q: 3 clusters Score -1224890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1224892.625000 Penalty: 4569.517578
	Iteration 31Q: 3 clusters Score -1224893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1224890.625000 Penalty: 4569.517578
	Iteration 32Q: 3 clusters Score -1224891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1224891.750000 Penalty: 4569.517578
	Iteration 33Q: 3 clusters Score -1224892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1224891.500000 Penalty: 4569.517578
	Iteration 34Q: 3 clusters Score -1224892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1224895.500000 Penalty: 4569.517578
	Iteration 35Q: 3 clusters Score -1224896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1224896.500000 Penalty: 4569.517578
	Iteration 36Q: 3 clusters Score -1224896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1224893.875000 Penalty: 4569.517578
	Iteration 37Q: 3 clusters Score -1224894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1224899.875000 Penalty: 4569.517578
	Iteration 38Q: 3 clusters Score -1224900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1224898.625000 Penalty: 4569.517578
	Iteration 39Q: 3 clusters Score -1224899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1224900.000000 Penalty: 4569.517578
	Iteration 40F: 3 clusters Score -1224900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1224903.375000 Penalty: 4569.517578
	Iteration 41Q: 3 clusters Score -1224903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1224907.250000 Penalty: 4569.517578
	Iteration 42Q: 3 clusters Score -1224907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1224911.750000 Penalty: 4569.517578
	Iteration 43Q: 3 clusters Score -1224912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1224914.000000 Penalty: 4569.517578
	Iteration 44Q: 3 clusters Score -1224914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1224916.250000 Penalty: 4569.517578
	Iteration 45Q: 3 clusters Score -1224916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1224917.125000 Penalty: 4569.517578
	Iteration 46Q: 3 clusters Score -1224917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1224918.875000 Penalty: 4569.517578
	Iteration 47Q: 3 clusters Score -1224919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1224920.125000 Penalty: 4569.517578
	Iteration 48Q: 3 clusters Score -1224920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1224919.750000 Penalty: 4569.517578
	Iteration 49Q: 3 clusters Score -1224920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1224923.875000 Penalty: 4569.517578
	Iteration 50Q: 3 clusters Score -1224924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1224927.750000 Penalty: 4569.517578
	Iteration 51Q: 3 clusters Score -1224928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1224925.625000 Penalty: 4569.517578
	Iteration 52Q: 3 clusters Score -1224926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1224929.750000 Penalty: 4569.517578
	Iteration 53Q: 3 clusters Score -1224930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1224930.375000 Penalty: 4569.517578
	Iteration 54Q: 3 clusters Score -1224930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1224932.875000 Penalty: 4569.517578
	Iteration 55Q: 3 clusters Score -1224933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1224935.625000 Penalty: 4569.517578
	Iteration 56Q: 3 clusters Score -1224936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1224936.875000 Penalty: 4569.517578
	Iteration 57Q: 3 clusters Score -1224937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1224939.000000 Penalty: 4569.517578
	Iteration 58Q: 3 clusters Score -1224939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1224941.250000 Penalty: 4569.517578
	Iteration 59Q: 3 clusters Score -1224941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1224941.750000 Penalty: 4569.517578
	Iteration 60F: 3 clusters Score -1224942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1224943.750000 Penalty: 4569.517578
	Iteration 61Q: 3 clusters Score -1224944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1224943.125000 Penalty: 4569.517578
	Iteration 62Q: 3 clusters Score -1224943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1224944.250000 Penalty: 4569.517578
	Iteration 63Q: 3 clusters Score -1224944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1224945.375000 Penalty: 4569.517578
	Iteration 64Q: 3 clusters Score -1224945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1224949.125000 Penalty: 4569.517578
	Iteration 65Q: 3 clusters Score -1224949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1224949.500000 Penalty: 4569.517578
	Iteration 66Q: 3 clusters Score -1224950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1224951.250000 Penalty: 4569.517578
	Iteration 67Q: 3 clusters Score -1224951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1224951.750000 Penalty: 4569.517578
	Iteration 68Q: 3 clusters Score -1224952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1224951.750000 Penalty: 4569.517578
	Iteration 69F: 3 clusters Score -1224952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Entering Unmasked Estep 
Score: -4329478.500000 Penalty: 2595.019775
	Iteration 0F: 2 clusters Score -4329478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4305629.500000 Penalty: 5190.039551
	Iteration 0F: 3 clusters Score -4305630 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4314278.000000 Penalty: 5190.039551
	Iteration 1F: 3 clusters Score -4314278 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -4314972.000000 Penalty: 5190.039551
	Iteration 2F: 3 clusters Score -4314972 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4315967.000000 Penalty: 5190.039551
	Iteration 3F: 3 clusters Score -4315967 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4317367.500000 Penalty: 5190.039551
	Iteration 4F: 3 clusters Score -4317368 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4319163.500000 Penalty: 5190.039551
	Iteration 5F: 3 clusters Score -4319164 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4321238.000000 Penalty: 5190.039551
	Iteration 6F: 3 clusters Score -4321238 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4323225.000000 Penalty: 5190.039551
	Iteration 7F: 3 clusters Score -4323225 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4324709.500000 Penalty: 5190.039551
	Iteration 8F: 3 clusters Score -4324710 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4325667.000000 Penalty: 5190.039551
	Iteration 9Q: 3 clusters Score -4325667 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4326249.500000 Penalty: 5190.039551
	Iteration 10Q: 3 clusters Score -4326250 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4326589.500000 Penalty: 5190.039551
	Iteration 11Q: 3 clusters Score -4326590 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4326822.500000 Penalty: 5190.039551
	Iteration 12Q: 3 clusters Score -4326822 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4327003.000000 Penalty: 5190.039551
	Iteration 13Q: 3 clusters Score -4327003 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4327132.500000 Penalty: 5190.039551
	Iteration 14Q: 3 clusters Score -4327132 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4327212.000000 Penalty: 5190.039551
	Iteration 15Q: 3 clusters Score -4327212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4327264.000000 Penalty: 5190.039551
	Iteration 16Q: 3 clusters Score -4327264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4327325.000000 Penalty: 5190.039551
	Iteration 17Q: 3 clusters Score -4327325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4327355.000000 Penalty: 5190.039551
	Iteration 18Q: 3 clusters Score -4327355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4327374.500000 Penalty: 5190.039551
	Iteration 19Q: 3 clusters Score -4327374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4327404.000000 Penalty: 5190.039551
	Iteration 20F: 3 clusters Score -4327404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4327414.500000 Penalty: 5190.039551
	Iteration 21Q: 3 clusters Score -4327414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4327426.500000 Penalty: 5190.039551
	Iteration 22Q: 3 clusters Score -4327426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4327428.000000 Penalty: 5190.039551
	Iteration 23Q: 3 clusters Score -4327428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4327438.500000 Penalty: 5190.039551
	Iteration 24Q: 3 clusters Score -4327438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4327444.500000 Penalty: 5190.039551
	Iteration 25Q: 3 clusters Score -4327444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4327437.000000 Penalty: 5190.039551
	Iteration 26Q: 3 clusters Score -4327437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4327448.500000 Penalty: 5190.039551
	Iteration 27Q: 3 clusters Score -4327448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4327447.500000 Penalty: 5190.039551
	Iteration 28Q: 3 clusters Score -4327448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4327456.000000 Penalty: 5190.039551
	Iteration 29Q: 3 clusters Score -4327456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4327464.000000 Penalty: 5190.039551
	Iteration 30Q: 3 clusters Score -4327464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4327467.000000 Penalty: 5190.039551
	Iteration 31Q: 3 clusters Score -4327467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4327483.000000 Penalty: 5190.039551
	Iteration 32Q: 3 clusters Score -4327483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4327493.000000 Penalty: 5190.039551
	Iteration 33Q: 3 clusters Score -4327493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4327504.500000 Penalty: 5190.039551
	Iteration 34Q: 3 clusters Score -4327504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4327494.000000 Penalty: 5190.039551
	Iteration 35Q: 3 clusters Score -4327494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4327499.500000 Penalty: 5190.039551
	Iteration 36Q: 3 clusters Score -4327500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4327503.000000 Penalty: 5190.039551
	Iteration 37Q: 3 clusters Score -4327503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4327504.000000 Penalty: 5190.039551
	Iteration 38Q: 3 clusters Score -4327504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4327504.000000 Penalty: 5190.039551
	Iteration 39F: 3 clusters Score -4327504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1593900.625000 Penalty: 2351.547119
	Iteration 0F: 2 clusters Score -1593901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1584243.625000 Penalty: 4703.094238
	Iteration 0F: 3 clusters Score -1584244 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1587125.875000 Penalty: 4703.094238
	Iteration 1F: 3 clusters Score -1587126 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1587588.625000 Penalty: 4703.094238
	Iteration 2F: 3 clusters Score -1587589 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1588019.500000 Penalty: 4703.094238
	Iteration 3F: 3 clusters Score -1588020 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1588437.875000 Penalty: 4703.094238
	Iteration 4F: 3 clusters Score -1588438 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1588862.125000 Penalty: 4703.094238
	Iteration 5F: 3 clusters Score -1588862 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1589243.875000 Penalty: 4703.094238
	Iteration 6F: 3 clusters Score -1589244 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1589607.125000 Penalty: 4703.094238
	Iteration 7Q: 3 clusters Score -1589607 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1589923.875000 Penalty: 4703.094238
	Iteration 8Q: 3 clusters Score -1589924 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1590216.500000 Penalty: 4703.094238
	Iteration 9Q: 3 clusters Score -1590216 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1590458.000000 Penalty: 4703.094238
	Iteration 10Q: 3 clusters Score -1590458 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1590661.250000 Penalty: 4703.094238
	Iteration 11Q: 3 clusters Score -1590661 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1590834.500000 Penalty: 4703.094238
	Iteration 12Q: 3 clusters Score -1590834 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1590968.375000 Penalty: 4703.094238
	Iteration 13Q: 3 clusters Score -1590968 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1591069.375000 Penalty: 4703.094238
	Iteration 14Q: 3 clusters Score -1591069 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1591131.625000 Penalty: 4703.094238
	Iteration 15Q: 3 clusters Score -1591132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1591177.875000 Penalty: 4703.094238
	Iteration 16Q: 3 clusters Score -1591178 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1591212.875000 Penalty: 4703.094238
	Iteration 17Q: 3 clusters Score -1591213 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1591233.500000 Penalty: 4703.094238
	Iteration 18Q: 3 clusters Score -1591234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1591249.625000 Penalty: 4703.094238
	Iteration 19Q: 3 clusters Score -1591250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1591268.875000 Penalty: 4703.094238
	Iteration 20F: 3 clusters Score -1591269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1591283.250000 Penalty: 4703.094238
	Iteration 21Q: 3 clusters Score -1591283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1591295.125000 Penalty: 4703.094238
	Iteration 22Q: 3 clusters Score -1591295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1591309.250000 Penalty: 4703.094238
	Iteration 23Q: 3 clusters Score -1591309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1591314.625000 Penalty: 4703.094238
	Iteration 24Q: 3 clusters Score -1591315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1591322.875000 Penalty: 4703.094238
	Iteration 25Q: 3 clusters Score -1591323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1591344.875000 Penalty: 4703.094238
	Iteration 26Q: 3 clusters Score -1591345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1591359.875000 Penalty: 4703.094238
	Iteration 27Q: 3 clusters Score -1591360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1591370.000000 Penalty: 4703.094238
	Iteration 28Q: 3 clusters Score -1591370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1591383.125000 Penalty: 4703.094238
	Iteration 29Q: 3 clusters Score -1591383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1591397.750000 Penalty: 4703.094238
	Iteration 30Q: 3 clusters Score -1591398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1591398.750000 Penalty: 4703.094238
	Iteration 31Q: 3 clusters Score -1591399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1591407.750000 Penalty: 4703.094238
	Iteration 32Q: 3 clusters Score -1591408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1591415.500000 Penalty: 4703.094238
	Iteration 33Q: 3 clusters Score -1591416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1591424.125000 Penalty: 4703.094238
	Iteration 34Q: 3 clusters Score -1591424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1591429.250000 Penalty: 4703.094238
	Iteration 35Q: 3 clusters Score -1591429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1591436.500000 Penalty: 4703.094238
	Iteration 36Q: 3 clusters Score -1591436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1591442.750000 Penalty: 4703.094238
	Iteration 37Q: 3 clusters Score -1591443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1591448.125000 Penalty: 4703.094238
	Iteration 38Q: 3 clusters Score -1591448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1591456.000000 Penalty: 4703.094238
	Iteration 39Q: 3 clusters Score -1591456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1591468.125000 Penalty: 4703.094238
	Iteration 40F: 3 clusters Score -1591468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1591481.000000 Penalty: 4703.094238
	Iteration 41Q: 3 clusters Score -1591481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1591485.500000 Penalty: 4703.094238
	Iteration 42Q: 3 clusters Score -1591486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1591496.375000 Penalty: 4703.094238
	Iteration 43Q: 3 clusters Score -1591496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1591505.125000 Penalty: 4703.094238
	Iteration 44Q: 3 clusters Score -1591505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1591519.125000 Penalty: 4703.094238
	Iteration 45Q: 3 clusters Score -1591519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1591527.375000 Penalty: 4703.094238
	Iteration 46Q: 3 clusters Score -1591527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1591539.500000 Penalty: 4703.094238
	Iteration 47Q: 3 clusters Score -1591540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1591546.875000 Penalty: 4703.094238
	Iteration 48Q: 3 clusters Score -1591547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1591550.750000 Penalty: 4703.094238
	Iteration 49Q: 3 clusters Score -1591551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1591561.250000 Penalty: 4703.094238
	Iteration 50Q: 3 clusters Score -1591561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1591569.250000 Penalty: 4703.094238
	Iteration 51Q: 3 clusters Score -1591569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1591583.750000 Penalty: 4703.094238
	Iteration 52Q: 3 clusters Score -1591584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1591594.125000 Penalty: 4703.094238
	Iteration 53Q: 3 clusters Score -1591594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1591599.000000 Penalty: 4703.094238
	Iteration 54Q: 3 clusters Score -1591599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1591605.625000 Penalty: 4703.094238
	Iteration 55Q: 3 clusters Score -1591606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1591615.500000 Penalty: 4703.094238
	Iteration 56Q: 3 clusters Score -1591616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1591631.125000 Penalty: 4703.094238
	Iteration 57Q: 3 clusters Score -1591631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1591644.375000 Penalty: 4703.094238
	Iteration 58Q: 3 clusters Score -1591644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1591658.750000 Penalty: 4703.094238
	Iteration 59Q: 3 clusters Score -1591659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1591669.625000 Penalty: 4703.094238
	Iteration 60F: 3 clusters Score -1591670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1591681.125000 Penalty: 4703.094238
	Iteration 61Q: 3 clusters Score -1591681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1591707.375000 Penalty: 4703.094238
	Iteration 62Q: 3 clusters Score -1591707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1591743.625000 Penalty: 4703.094238
	Iteration 63Q: 3 clusters Score -1591744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1591779.625000 Penalty: 4703.094238
	Iteration 64Q: 3 clusters Score -1591780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1591842.875000 Penalty: 4703.094238
	Iteration 65Q: 3 clusters Score -1591843 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1591929.500000 Penalty: 4703.094238
	Iteration 66Q: 3 clusters Score -1591930 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1592024.125000 Penalty: 4703.094238
	Iteration 67Q: 3 clusters Score -1592024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1592088.125000 Penalty: 4703.094238
	Iteration 68Q: 3 clusters Score -1592088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1592133.000000 Penalty: 4703.094238
	Iteration 69Q: 3 clusters Score -1592133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1592161.125000 Penalty: 4703.094238
	Iteration 70Q: 3 clusters Score -1592161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1592182.000000 Penalty: 4703.094238
	Iteration 71Q: 3 clusters Score -1592182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1592205.500000 Penalty: 4703.094238
	Iteration 72Q: 3 clusters Score -1592206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1592214.625000 Penalty: 4703.094238
	Iteration 73Q: 3 clusters Score -1592215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1592227.125000 Penalty: 4703.094238
	Iteration 74Q: 3 clusters Score -1592227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1592243.125000 Penalty: 4703.094238
	Iteration 75Q: 3 clusters Score -1592243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1592255.125000 Penalty: 4703.094238
	Iteration 76Q: 3 clusters Score -1592255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1592259.125000 Penalty: 4703.094238
	Iteration 77Q: 3 clusters Score -1592259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1592270.000000 Penalty: 4703.094238
	Iteration 78Q: 3 clusters Score -1592270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1592276.000000 Penalty: 4703.094238
	Iteration 79Q: 3 clusters Score -1592276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1592279.625000 Penalty: 4703.094238
	Iteration 80F: 3 clusters Score -1592280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1592284.750000 Penalty: 4703.094238
	Iteration 81Q: 3 clusters Score -1592285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1592287.875000 Penalty: 4703.094238
	Iteration 82Q: 3 clusters Score -1592288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1592293.875000 Penalty: 4703.094238
	Iteration 83Q: 3 clusters Score -1592294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1592297.500000 Penalty: 4703.094238
	Iteration 84Q: 3 clusters Score -1592298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1592296.375000 Penalty: 4703.094238
	Iteration 85Q: 3 clusters Score -1592296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1592300.250000 Penalty: 4703.094238
	Iteration 86Q: 3 clusters Score -1592300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1592300.000000 Penalty: 4703.094238
	Iteration 87Q: 3 clusters Score -1592300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1592302.250000 Penalty: 4703.094238
	Iteration 88Q: 3 clusters Score -1592302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1592301.875000 Penalty: 4703.094238
	Iteration 89Q: 3 clusters Score -1592302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1592304.250000 Penalty: 4703.094238
	Iteration 90Q: 3 clusters Score -1592304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1592306.375000 Penalty: 4703.094238
	Iteration 91Q: 3 clusters Score -1592306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1592306.875000 Penalty: 4703.094238
	Iteration 92Q: 3 clusters Score -1592307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1592304.875000 Penalty: 4703.094238
	Iteration 93Q: 3 clusters Score -1592305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1592304.875000 Penalty: 4703.094238
	Iteration 94F: 3 clusters Score -1592305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Entering Unmasked Estep 
Score: -6968671.000000 Penalty: 2714.958740
	Iteration 0F: 2 clusters Score -6968671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6930634.500000 Penalty: 5429.917480
	Iteration 0F: 3 clusters Score -6930634 nChanged 26441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6945349.000000 Penalty: 5429.917480
	Iteration 1F: 3 clusters Score -6945349 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -6946345.500000 Penalty: 5429.917480
	Iteration 2Q: 3 clusters Score -6946346 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -6947721.500000 Penalty: 5429.917480
	Iteration 3F: 3 clusters Score -6947722 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -6949981.000000 Penalty: 5429.917480
	Iteration 4F: 3 clusters Score -6949981 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6953034.500000 Penalty: 5429.917480
	Iteration 5F: 3 clusters Score -6953034 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -6956047.500000 Penalty: 5429.917480
	Iteration 6F: 3 clusters Score -6956048 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6958271.500000 Penalty: 5429.917480
	Iteration 7F: 3 clusters Score -6958272 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -6959648.500000 Penalty: 5429.917480
	Iteration 8F: 3 clusters Score -6959648 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -6960535.500000 Penalty: 5429.917480
	Iteration 9Q: 3 clusters Score -6960536 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -6961172.000000 Penalty: 5429.917480
	Iteration 10Q: 3 clusters Score -6961172 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -6961752.000000 Penalty: 5429.917480
	Iteration 11Q: 3 clusters Score -6961752 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -6962309.500000 Penalty: 5429.917480
	Iteration 12Q: 3 clusters Score -6962310 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -6962867.500000 Penalty: 5429.917480
	Iteration 13Q: 3 clusters Score -6962868 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -6963424.500000 Penalty: 5429.917480
	Iteration 14Q: 3 clusters Score -6963424 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6963923.000000 Penalty: 5429.917480
	Iteration 15Q: 3 clusters Score -6963923 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -6964475.000000 Penalty: 5429.917480
	Iteration 16Q: 3 clusters Score -6964475 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -6964928.000000 Penalty: 5429.917480
	Iteration 17Q: 3 clusters Score -6964928 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -6965359.500000 Penalty: 5429.917480
	Iteration 18Q: 3 clusters Score -6965360 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6965706.000000 Penalty: 5429.917480
	Iteration 19Q: 3 clusters Score -6965706 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -6965979.000000 Penalty: 5429.917480
	Iteration 20F: 3 clusters Score -6965979 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -6966222.500000 Penalty: 5429.917480
	Iteration 21Q: 3 clusters Score -6966222 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -6966367.000000 Penalty: 5429.917480
	Iteration 22Q: 3 clusters Score -6966367 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -6966496.000000 Penalty: 5429.917480
	Iteration 23Q: 3 clusters Score -6966496 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -6966655.000000 Penalty: 5429.917480
	Iteration 24Q: 3 clusters Score -6966655 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -6966770.000000 Penalty: 5429.917480
	Iteration 25Q: 3 clusters Score -6966770 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6966874.500000 Penalty: 5429.917480
	Iteration 26Q: 3 clusters Score -6966874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -6966972.500000 Penalty: 5429.917480
	Iteration 27Q: 3 clusters Score -6966972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -6967010.000000 Penalty: 5429.917480
	Iteration 28Q: 3 clusters Score -6967010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -6967034.000000 Penalty: 5429.917480
	Iteration 29Q: 3 clusters Score -6967034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -6967056.000000 Penalty: 5429.917480
	Iteration 30Q: 3 clusters Score -6967056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -6967083.000000 Penalty: 5429.917480
	Iteration 31Q: 3 clusters Score -6967083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -6967088.500000 Penalty: 5429.917480
	Iteration 32Q: 3 clusters Score -6967088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -6967101.500000 Penalty: 5429.917480
	Iteration 33Q: 3 clusters Score -6967102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -6967104.000000 Penalty: 5429.917480
	Iteration 34Q: 3 clusters Score -6967104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -6967101.000000 Penalty: 5429.917480
	Iteration 35Q: 3 clusters Score -6967101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6967118.500000 Penalty: 5429.917480
	Iteration 36Q: 3 clusters Score -6967118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -6967120.500000 Penalty: 5429.917480
	Iteration 37Q: 3 clusters Score -6967120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -6967119.000000 Penalty: 5429.917480
	Iteration 38Q: 3 clusters Score -6967119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -6967135.500000 Penalty: 5429.917480
	Iteration 39Q: 3 clusters Score -6967136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -6967134.000000 Penalty: 5429.917480
	Iteration 40F: 3 clusters Score -6967134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -6967146.500000 Penalty: 5429.917480
	Iteration 41Q: 3 clusters Score -6967146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -6967152.500000 Penalty: 5429.917480
	Iteration 42Q: 3 clusters Score -6967152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -6967150.000000 Penalty: 5429.917480
	Iteration 43Q: 3 clusters Score -6967150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -6967146.500000 Penalty: 5429.917480
	Iteration 44Q: 3 clusters Score -6967146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -6967150.000000 Penalty: 5429.917480
	Iteration 45Q: 3 clusters Score -6967150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -6967156.000000 Penalty: 5429.917480
	Iteration 46Q: 3 clusters Score -6967156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -6967159.500000 Penalty: 5429.917480
	Iteration 47Q: 3 clusters Score -6967160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -6967159.000000 Penalty: 5429.917480
	Iteration 48Q: 3 clusters Score -6967159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -6967166.000000 Penalty: 5429.917480
	Iteration 49Q: 3 clusters Score -6967166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -6967161.500000 Penalty: 5429.917480
	Iteration 50Q: 3 clusters Score -6967162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -6967162.500000 Penalty: 5429.917480
	Iteration 51Q: 3 clusters Score -6967162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -6967160.500000 Penalty: 5429.917480
	Iteration 52Q: 3 clusters Score -6967160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -6967158.500000 Penalty: 5429.917480
	Iteration 53Q: 3 clusters Score -6967158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -6967156.500000 Penalty: 5429.917480
	Iteration 54Q: 3 clusters Score -6967156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -6967161.000000 Penalty: 5429.917480
	Iteration 55Q: 3 clusters Score -6967161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -6967148.000000 Penalty: 5429.917480
	Iteration 56Q: 3 clusters Score -6967148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -6967166.500000 Penalty: 5429.917480
	Iteration 57Q: 3 clusters Score -6967166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -6967160.500000 Penalty: 5429.917480
	Iteration 58Q: 3 clusters Score -6967160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -6967182.000000 Penalty: 5429.917480
	Iteration 59Q: 3 clusters Score -6967182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -6967176.500000 Penalty: 5429.917480
	Iteration 60F: 3 clusters Score -6967176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -6967182.500000 Penalty: 5429.917480
	Iteration 61Q: 3 clusters Score -6967182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -6967179.500000 Penalty: 5429.917480
	Iteration 62Q: 3 clusters Score -6967180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -6967190.000000 Penalty: 5429.917480
	Iteration 63Q: 3 clusters Score -6967190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -6967188.500000 Penalty: 5429.917480
	Iteration 64Q: 3 clusters Score -6967188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -6967195.000000 Penalty: 5429.917480
	Iteration 65Q: 3 clusters Score -6967195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -6967196.500000 Penalty: 5429.917480
	Iteration 66Q: 3 clusters Score -6967196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -6967197.000000 Penalty: 5429.917480
	Iteration 67Q: 3 clusters Score -6967197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -6967206.000000 Penalty: 5429.917480
	Iteration 68Q: 3 clusters Score -6967206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -6967205.500000 Penalty: 5429.917480
	Iteration 69Q: 3 clusters Score -6967206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -6967205.500000 Penalty: 5429.917480
	Iteration 70F: 3 clusters Score -6967206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169037 members 
Entering Unmasked Estep 
Score: -21076226.000000 Penalty: 2985.392578
	Iteration 0F: 2 clusters Score -2.107623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -20965222.000000 Penalty: 5970.785156
	Iteration 0F: 3 clusters Score -2.096522e+07 nChanged 80862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -21012426.000000 Penalty: 5970.785156
	Iteration 1F: 3 clusters Score -2.101243e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -21013716.000000 Penalty: 5970.785156
	Iteration 2Q: 3 clusters Score -2.101372e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -21015210.000000 Penalty: 5970.785156
	Iteration 3Q: 3 clusters Score -2.101521e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -21017460.000000 Penalty: 5970.785156
	Iteration 4Q: 3 clusters Score -2.101746e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -21020404.000000 Penalty: 5970.785156
	Iteration 5Q: 3 clusters Score -2.10204e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -21024188.000000 Penalty: 5970.785156
	Iteration 6F: 3 clusters Score -2.102419e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -21029296.000000 Penalty: 5970.785156
	Iteration 7F: 3 clusters Score -2.10293e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117613 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -21035100.000000 Penalty: 5970.785156
	Iteration 8F: 3 clusters Score -2.10351e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126512 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -21041272.000000 Penalty: 5970.785156
	Iteration 9F: 3 clusters Score -2.104127e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135931 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -21047840.000000 Penalty: 5970.785156
	Iteration 10F: 3 clusters Score -2.104784e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -21054698.000000 Penalty: 5970.785156
	Iteration 11F: 3 clusters Score -2.10547e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -21061334.000000 Penalty: 5970.785156
	Iteration 12F: 3 clusters Score -2.106133e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160631 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -21067108.000000 Penalty: 5970.785156
	Iteration 13Q: 3 clusters Score -2.106711e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -21070672.000000 Penalty: 5970.785156
	Iteration 14Q: 3 clusters Score -2.107067e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167544 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -21072582.000000 Penalty: 5970.785156
	Iteration 15Q: 3 clusters Score -2.107258e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168356 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21073108.000000 Penalty: 5970.785156
	Iteration 16Q: 3 clusters Score -2.107311e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21073366.000000 Penalty: 5970.785156
	Iteration 17Q: 3 clusters Score -2.107337e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -21073478.000000 Penalty: 5970.785156
	Iteration 18Q: 3 clusters Score -2.107348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168748 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21073550.000000 Penalty: 5970.785156
	Iteration 19Q: 3 clusters Score -2.107355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21073632.000000 Penalty: 5970.785156
	Iteration 20F: 3 clusters Score -2.107363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168770 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21073618.000000 Penalty: 5970.785156
	Iteration 21Q: 3 clusters Score -2.107362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21073646.000000 Penalty: 5970.785156
	Iteration 22Q: 3 clusters Score -2.107365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168774 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21073652.000000 Penalty: 5970.785156
	Iteration 23Q: 3 clusters Score -2.107365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168772 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21073642.000000 Penalty: 5970.785156
	Iteration 24Q: 3 clusters Score -2.107364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168772 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21073644.000000 Penalty: 5970.785156
	Iteration 25Q: 3 clusters Score -2.107364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21073632.000000 Penalty: 5970.785156
	Iteration 26Q: 3 clusters Score -2.107363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168774 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21073642.000000 Penalty: 5970.785156
	Iteration 27Q: 3 clusters Score -2.107364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168775 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21073650.000000 Penalty: 5970.785156
	Iteration 28Q: 3 clusters Score -2.107365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168775 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21073652.000000 Penalty: 5970.785156
	Iteration 29Q: 3 clusters Score -2.107365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168774 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21073652.000000 Penalty: 5970.785156
	Iteration 30Q: 3 clusters Score -2.107365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168774 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21073652.000000 Penalty: 5970.785156
	Iteration 31F: 3 clusters Score -2.107365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -51642.031250 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -51642.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50285.144531 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -50285.14 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50969.019531 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -50969.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51316.976562 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -51316.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51609.921875 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -51609.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51909.003906 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -51909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52696.101562 Penalty: 3137.770020
	Iteration 5F: 3 clusters Score -52696.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52807.632812 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -52807.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52828.429688 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -52828.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52830.187500 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -52830.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52830.187500 Penalty: 3137.770020
	Iteration 9F: 3 clusters Score -52830.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26929 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6858 members 
Mstep: Class 6 contains 46133 members 
Mstep: Class 7 contains 134038 members 
Mstep: Class 8 contains 20147 members 
Mstep: Class 9 contains 24073 members 
Mstep: Class 10 contains 8579 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 29982 members 
Mstep: Class 13 contains 169706 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 35024 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56807 members 
Mstep: Class 18 contains 169037 members 
Mstep: Class 19 contains 258 members 
Mstep: Class 20 contains 20073 members 
Mstep: Class 21 contains 16707 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 168475 members 
Mstep: Class 24 contains 28428 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Mstep: Class 28 contains 301 members 
Entering Unmasked Estep 
Score: -124241864.000000 Penalty: 96178.070312
Splitting cluster 19 changes total score from -124242120.000000 to -124241864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (20073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Entering Unmasked Estep 
Score: -2457949.000000 Penalty: 2456.968506
	Iteration 0F: 2 clusters Score -2457949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2443930.750000 Penalty: 4913.937012
	Iteration 0F: 3 clusters Score -2443931 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2448687.750000 Penalty: 4913.937012
	Iteration 1F: 3 clusters Score -2448688 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2449104.250000 Penalty: 4913.937012
	Iteration 2F: 3 clusters Score -2449104 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2449476.750000 Penalty: 4913.937012
	Iteration 3Q: 3 clusters Score -2449477 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2449777.000000 Penalty: 4913.937012
	Iteration 4Q: 3 clusters Score -2449777 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2450045.250000 Penalty: 4913.937012
	Iteration 5Q: 3 clusters Score -2450045 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2450259.250000 Penalty: 4913.937012
	Iteration 6Q: 3 clusters Score -2450259 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2450470.250000 Penalty: 4913.937012
	Iteration 7Q: 3 clusters Score -2450470 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2450665.000000 Penalty: 4913.937012
	Iteration 8Q: 3 clusters Score -2450665 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2450867.500000 Penalty: 4913.937012
	Iteration 9Q: 3 clusters Score -2450868 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2451095.000000 Penalty: 4913.937012
	Iteration 10Q: 3 clusters Score -2451095 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2451357.000000 Penalty: 4913.937012
	Iteration 11Q: 3 clusters Score -2451357 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2451651.000000 Penalty: 4913.937012
	Iteration 12Q: 3 clusters Score -2451651 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2452015.750000 Penalty: 4913.937012
	Iteration 13Q: 3 clusters Score -2452016 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2452482.750000 Penalty: 4913.937012
	Iteration 14Q: 3 clusters Score -2452483 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2453092.500000 Penalty: 4913.937012
	Iteration 15Q: 3 clusters Score -2453092 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2453753.000000 Penalty: 4913.937012
	Iteration 16Q: 3 clusters Score -2453753 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2454423.250000 Penalty: 4913.937012
	Iteration 17Q: 3 clusters Score -2454423 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2455067.000000 Penalty: 4913.937012
	Iteration 18Q: 3 clusters Score -2455067 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2455538.250000 Penalty: 4913.937012
	Iteration 19Q: 3 clusters Score -2455538 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2455765.250000 Penalty: 4913.937012
	Iteration 20F: 3 clusters Score -2455765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2455855.000000 Penalty: 4913.937012
	Iteration 21Q: 3 clusters Score -2455855 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2455904.000000 Penalty: 4913.937012
	Iteration 22Q: 3 clusters Score -2455904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2455935.000000 Penalty: 4913.937012
	Iteration 23Q: 3 clusters Score -2455935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2455960.500000 Penalty: 4913.937012
	Iteration 24Q: 3 clusters Score -2455960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2455980.000000 Penalty: 4913.937012
	Iteration 25Q: 3 clusters Score -2455980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2455992.750000 Penalty: 4913.937012
	Iteration 26Q: 3 clusters Score -2455993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2456001.500000 Penalty: 4913.937012
	Iteration 27Q: 3 clusters Score -2456002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2456001.500000 Penalty: 4913.937012
	Iteration 28Q: 3 clusters Score -2456002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2456006.250000 Penalty: 4913.937012
	Iteration 29Q: 3 clusters Score -2456006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2456006.750000 Penalty: 4913.937012
	Iteration 30Q: 3 clusters Score -2456007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2456011.000000 Penalty: 4913.937012
	Iteration 31Q: 3 clusters Score -2456011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2456013.500000 Penalty: 4913.937012
	Iteration 32Q: 3 clusters Score -2456014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2456012.250000 Penalty: 4913.937012
	Iteration 33Q: 3 clusters Score -2456012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2456012.250000 Penalty: 4913.937012
	Iteration 34F: 3 clusters Score -2456012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Entering Unmasked Estep 
Score: -1996185.500000 Penalty: 2411.448730
	Iteration 0F: 2 clusters Score -1996186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1984271.125000 Penalty: 4822.897461
	Iteration 0F: 3 clusters Score -1984271 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1988172.250000 Penalty: 4822.897461
	Iteration 1F: 3 clusters Score -1988172 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1988628.750000 Penalty: 4822.897461
	Iteration 2F: 3 clusters Score -1988629 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1988988.625000 Penalty: 4822.897461
	Iteration 3F: 3 clusters Score -1988989 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1989285.125000 Penalty: 4822.897461
	Iteration 4Q: 3 clusters Score -1989285 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1989547.250000 Penalty: 4822.897461
	Iteration 5Q: 3 clusters Score -1989547 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1989817.000000 Penalty: 4822.897461
	Iteration 6Q: 3 clusters Score -1989817 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1990099.625000 Penalty: 4822.897461
	Iteration 7Q: 3 clusters Score -1990100 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1990390.375000 Penalty: 4822.897461
	Iteration 8Q: 3 clusters Score -1990390 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1990673.000000 Penalty: 4822.897461
	Iteration 9Q: 3 clusters Score -1990673 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1990984.875000 Penalty: 4822.897461
	Iteration 10Q: 3 clusters Score -1990985 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1991317.375000 Penalty: 4822.897461
	Iteration 11Q: 3 clusters Score -1991317 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1991693.750000 Penalty: 4822.897461
	Iteration 12Q: 3 clusters Score -1991694 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1992114.375000 Penalty: 4822.897461
	Iteration 13Q: 3 clusters Score -1992114 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1992625.625000 Penalty: 4822.897461
	Iteration 14Q: 3 clusters Score -1992626 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1993146.875000 Penalty: 4822.897461
	Iteration 15Q: 3 clusters Score -1993147 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1993538.875000 Penalty: 4822.897461
	Iteration 16Q: 3 clusters Score -1993539 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1993785.375000 Penalty: 4822.897461
	Iteration 17Q: 3 clusters Score -1993785 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1993950.875000 Penalty: 4822.897461
	Iteration 18Q: 3 clusters Score -1993951 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1994027.000000 Penalty: 4822.897461
	Iteration 19Q: 3 clusters Score -1994027 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1994080.500000 Penalty: 4822.897461
	Iteration 20F: 3 clusters Score -1994080 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1994131.375000 Penalty: 4822.897461
	Iteration 21Q: 3 clusters Score -1994131 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1994152.875000 Penalty: 4822.897461
	Iteration 22Q: 3 clusters Score -1994153 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1994166.000000 Penalty: 4822.897461
	Iteration 23Q: 3 clusters Score -1994166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1994175.250000 Penalty: 4822.897461
	Iteration 24Q: 3 clusters Score -1994175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1994183.875000 Penalty: 4822.897461
	Iteration 25Q: 3 clusters Score -1994184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1994184.625000 Penalty: 4822.897461
	Iteration 26Q: 3 clusters Score -1994185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1994196.125000 Penalty: 4822.897461
	Iteration 27Q: 3 clusters Score -1994196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1994199.125000 Penalty: 4822.897461
	Iteration 28Q: 3 clusters Score -1994199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1994192.875000 Penalty: 4822.897461
	Iteration 29Q: 3 clusters Score -1994193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1994191.875000 Penalty: 4822.897461
	Iteration 30Q: 3 clusters Score -1994192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1994197.000000 Penalty: 4822.897461
	Iteration 31Q: 3 clusters Score -1994197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1994198.750000 Penalty: 4822.897461
	Iteration 32Q: 3 clusters Score -1994199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1994195.125000 Penalty: 4822.897461
	Iteration 33Q: 3 clusters Score -1994195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1994195.000000 Penalty: 4822.897461
	Iteration 34Q: 3 clusters Score -1994195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1994195.500000 Penalty: 4822.897461
	Iteration 35Q: 3 clusters Score -1994196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1994196.250000 Penalty: 4822.897461
	Iteration 36Q: 3 clusters Score -1994196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1994197.750000 Penalty: 4822.897461
	Iteration 37Q: 3 clusters Score -1994198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1994196.375000 Penalty: 4822.897461
	Iteration 38Q: 3 clusters Score -1994196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1994200.375000 Penalty: 4822.897461
	Iteration 39Q: 3 clusters Score -1994200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1994200.625000 Penalty: 4822.897461
	Iteration 40F: 3 clusters Score -1994201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1994202.625000 Penalty: 4822.897461
	Iteration 41Q: 3 clusters Score -1994203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1994201.875000 Penalty: 4822.897461
	Iteration 42Q: 3 clusters Score -1994202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1994199.875000 Penalty: 4822.897461
	Iteration 43Q: 3 clusters Score -1994200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1994201.125000 Penalty: 4822.897461
	Iteration 44Q: 3 clusters Score -1994201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1994201.125000 Penalty: 4822.897461
	Iteration 45F: 3 clusters Score -1994201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -710392.875000 Penalty: 2153.269531
	Iteration 0F: 2 clusters Score -710392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -705357.312500 Penalty: 4306.539062
	Iteration 0F: 3 clusters Score -705357.3 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -706654.500000 Penalty: 4306.539062
	Iteration 1F: 3 clusters Score -706654.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -706998.437500 Penalty: 4306.539062
	Iteration 2F: 3 clusters Score -706998.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -707354.062500 Penalty: 4306.539062
	Iteration 3F: 3 clusters Score -707354.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -707760.000000 Penalty: 4306.539062
	Iteration 4F: 3 clusters Score -707760 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -708205.187500 Penalty: 4306.539062
	Iteration 5F: 3 clusters Score -708205.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -708601.750000 Penalty: 4306.539062
	Iteration 6F: 3 clusters Score -708601.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -708894.687500 Penalty: 4306.539062
	Iteration 7F: 3 clusters Score -708894.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -709118.187500 Penalty: 4306.539062
	Iteration 8Q: 3 clusters Score -709118.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -709289.375000 Penalty: 4306.539062
	Iteration 9Q: 3 clusters Score -709289.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -709469.500000 Penalty: 4306.539062
	Iteration 10Q: 3 clusters Score -709469.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -709634.500000 Penalty: 4306.539062
	Iteration 11Q: 3 clusters Score -709634.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -709749.312500 Penalty: 4306.539062
	Iteration 12Q: 3 clusters Score -709749.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -709839.375000 Penalty: 4306.539062
	Iteration 13Q: 3 clusters Score -709839.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -709902.187500 Penalty: 4306.539062
	Iteration 14Q: 3 clusters Score -709902.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -709937.750000 Penalty: 4306.539062
	Iteration 15Q: 3 clusters Score -709937.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -709955.125000 Penalty: 4306.539062
	Iteration 16Q: 3 clusters Score -709955.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -709961.500000 Penalty: 4306.539062
	Iteration 17Q: 3 clusters Score -709961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -709965.812500 Penalty: 4306.539062
	Iteration 18Q: 3 clusters Score -709965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -709968.687500 Penalty: 4306.539062
	Iteration 19Q: 3 clusters Score -709968.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -709972.687500 Penalty: 4306.539062
	Iteration 20F: 3 clusters Score -709972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -709973.250000 Penalty: 4306.539062
	Iteration 21Q: 3 clusters Score -709973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -709975.562500 Penalty: 4306.539062
	Iteration 22Q: 3 clusters Score -709975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -709976.375000 Penalty: 4306.539062
	Iteration 23Q: 3 clusters Score -709976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -709976.250000 Penalty: 4306.539062
	Iteration 24Q: 3 clusters Score -709976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -709976.250000 Penalty: 4306.539062
	Iteration 25Q: 3 clusters Score -709976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -709977.750000 Penalty: 4306.539062
	Iteration 26Q: 3 clusters Score -709977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -709978.125000 Penalty: 4306.539062
	Iteration 27Q: 3 clusters Score -709978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -709976.375000 Penalty: 4306.539062
	Iteration 28Q: 3 clusters Score -709976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -709976.375000 Penalty: 4306.539062
	Iteration 29F: 3 clusters Score -709976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168475 members 
Entering Unmasked Estep 
Score: -20915666.000000 Penalty: 2984.566650
	Iteration 0F: 2 clusters Score -2.091567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -20804068.000000 Penalty: 5969.133301
	Iteration 0F: 3 clusters Score -2.080407e+07 nChanged 80801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -20851070.000000 Penalty: 5969.133301
	Iteration 1F: 3 clusters Score -2.085107e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -20852000.000000 Penalty: 5969.133301
	Iteration 2Q: 3 clusters Score -2.0852e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -20853730.000000 Penalty: 5969.133301
	Iteration 3Q: 3 clusters Score -2.085373e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -20856800.000000 Penalty: 5969.133301
	Iteration 4Q: 3 clusters Score -2.08568e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -20862376.000000 Penalty: 5969.133301
	Iteration 5F: 3 clusters Score -2.086238e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -20871748.000000 Penalty: 5969.133301
	Iteration 6F: 3 clusters Score -2.087175e+07 nChanged 14742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -20885130.000000 Penalty: 5969.133301
	Iteration 7F: 3 clusters Score -2.088513e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 151869 members 
Entering Unmasked Estep 
Score: -20898852.000000 Penalty: 5969.133301
	Iteration 8F: 3 clusters Score -2.089885e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 161354 members 
Entering Unmasked Estep 
Score: -20907616.000000 Penalty: 5969.133301
	Iteration 9F: 3 clusters Score -2.090762e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -20911154.000000 Penalty: 5969.133301
	Iteration 10Q: 3 clusters Score -2.091115e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -20912342.000000 Penalty: 5969.133301
	Iteration 11Q: 3 clusters Score -2.091234e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 167821 members 
Entering Unmasked Estep 
Score: -20912838.000000 Penalty: 5969.133301
	Iteration 12Q: 3 clusters Score -2.091284e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 167983 members 
Entering Unmasked Estep 
Score: -20913070.000000 Penalty: 5969.133301
	Iteration 13Q: 3 clusters Score -2.091307e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -20913172.000000 Penalty: 5969.133301
	Iteration 14Q: 3 clusters Score -2.091317e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 168060 members 
Entering Unmasked Estep 
Score: -20913196.000000 Penalty: 5969.133301
	Iteration 15Q: 3 clusters Score -2.09132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 168082 members 
Entering Unmasked Estep 
Score: -20913252.000000 Penalty: 5969.133301
	Iteration 16Q: 3 clusters Score -2.091325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -20913294.000000 Penalty: 5969.133301
	Iteration 17Q: 3 clusters Score -2.091329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -20913318.000000 Penalty: 5969.133301
	Iteration 18Q: 3 clusters Score -2.091332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -20913310.000000 Penalty: 5969.133301
	Iteration 19Q: 3 clusters Score -2.091331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -20913296.000000 Penalty: 5969.133301
	Iteration 20F: 3 clusters Score -2.09133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 168100 members 
Entering Unmasked Estep 
Score: -20913302.000000 Penalty: 5969.133301
	Iteration 21Q: 3 clusters Score -2.09133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -20913300.000000 Penalty: 5969.133301
	Iteration 22Q: 3 clusters Score -2.09133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 168104 members 
Entering Unmasked Estep 
Score: -20913304.000000 Penalty: 5969.133301
	Iteration 23Q: 3 clusters Score -2.09133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -20913302.000000 Penalty: 5969.133301
	Iteration 24Q: 3 clusters Score -2.09133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -20913304.000000 Penalty: 5969.133301
	Iteration 25Q: 3 clusters Score -2.09133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -20913304.000000 Penalty: 5969.133301
	Iteration 26F: 3 clusters Score -2.09133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Entering Unmasked Estep 
Score: -3487476.000000 Penalty: 2543.272217
	Iteration 0F: 2 clusters Score -3487476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3468048.250000 Penalty: 5086.544434
	Iteration 0F: 3 clusters Score -3468048 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3475164.750000 Penalty: 5086.544434
	Iteration 1F: 3 clusters Score -3475165 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3475746.500000 Penalty: 5086.544434
	Iteration 2F: 3 clusters Score -3475746 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3476359.500000 Penalty: 5086.544434
	Iteration 3F: 3 clusters Score -3476360 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3477074.750000 Penalty: 5086.544434
	Iteration 4F: 3 clusters Score -3477075 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3478044.000000 Penalty: 5086.544434
	Iteration 5F: 3 clusters Score -3478044 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3479465.250000 Penalty: 5086.544434
	Iteration 6F: 3 clusters Score -3479465 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3481146.000000 Penalty: 5086.544434
	Iteration 7F: 3 clusters Score -3481146 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3482703.250000 Penalty: 5086.544434
	Iteration 8F: 3 clusters Score -3482703 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3483878.750000 Penalty: 5086.544434
	Iteration 9Q: 3 clusters Score -3483879 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3484591.000000 Penalty: 5086.544434
	Iteration 10Q: 3 clusters Score -3484591 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3484932.750000 Penalty: 5086.544434
	Iteration 11Q: 3 clusters Score -3484933 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3485107.500000 Penalty: 5086.544434
	Iteration 12Q: 3 clusters Score -3485108 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3485214.750000 Penalty: 5086.544434
	Iteration 13Q: 3 clusters Score -3485215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3485272.250000 Penalty: 5086.544434
	Iteration 14Q: 3 clusters Score -3485272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3485310.750000 Penalty: 5086.544434
	Iteration 15Q: 3 clusters Score -3485311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3485340.250000 Penalty: 5086.544434
	Iteration 16Q: 3 clusters Score -3485340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3485367.750000 Penalty: 5086.544434
	Iteration 17Q: 3 clusters Score -3485368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3485378.000000 Penalty: 5086.544434
	Iteration 18Q: 3 clusters Score -3485378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3485385.000000 Penalty: 5086.544434
	Iteration 19Q: 3 clusters Score -3485385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3485385.250000 Penalty: 5086.544434
	Iteration 20F: 3 clusters Score -3485385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Entering Unmasked Estep 
Score: -1419980.625000 Penalty: 2327.492432
	Iteration 0F: 2 clusters Score -1419981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1411124.500000 Penalty: 4654.984863
	Iteration 0F: 3 clusters Score -1411124 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1413751.250000 Penalty: 4654.984863
	Iteration 1F: 3 clusters Score -1413751 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1414020.000000 Penalty: 4654.984863
	Iteration 2F: 3 clusters Score -1414020 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1414210.625000 Penalty: 4654.984863
	Iteration 3Q: 3 clusters Score -1414211 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1414351.125000 Penalty: 4654.984863
	Iteration 4Q: 3 clusters Score -1414351 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1414466.250000 Penalty: 4654.984863
	Iteration 5Q: 3 clusters Score -1414466 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1414549.000000 Penalty: 4654.984863
	Iteration 6Q: 3 clusters Score -1414549 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1414622.250000 Penalty: 4654.984863
	Iteration 7Q: 3 clusters Score -1414622 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1414697.750000 Penalty: 4654.984863
	Iteration 8Q: 3 clusters Score -1414698 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1414756.500000 Penalty: 4654.984863
	Iteration 9Q: 3 clusters Score -1414756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1414808.500000 Penalty: 4654.984863
	Iteration 10Q: 3 clusters Score -1414808 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1414871.000000 Penalty: 4654.984863
	Iteration 11Q: 3 clusters Score -1414871 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1414935.625000 Penalty: 4654.984863
	Iteration 12Q: 3 clusters Score -1414936 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1414993.375000 Penalty: 4654.984863
	Iteration 13Q: 3 clusters Score -1414993 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1415058.250000 Penalty: 4654.984863
	Iteration 14Q: 3 clusters Score -1415058 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1415129.125000 Penalty: 4654.984863
	Iteration 15Q: 3 clusters Score -1415129 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1415208.625000 Penalty: 4654.984863
	Iteration 16Q: 3 clusters Score -1415209 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1415320.000000 Penalty: 4654.984863
	Iteration 17Q: 3 clusters Score -1415320 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1415470.375000 Penalty: 4654.984863
	Iteration 18Q: 3 clusters Score -1415470 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1415658.250000 Penalty: 4654.984863
	Iteration 19Q: 3 clusters Score -1415658 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1415894.250000 Penalty: 4654.984863
	Iteration 20F: 3 clusters Score -1415894 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1416182.250000 Penalty: 4654.984863
	Iteration 21Q: 3 clusters Score -1416182 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1416451.875000 Penalty: 4654.984863
	Iteration 22Q: 3 clusters Score -1416452 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1416744.375000 Penalty: 4654.984863
	Iteration 23Q: 3 clusters Score -1416744 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1417050.000000 Penalty: 4654.984863
	Iteration 24Q: 3 clusters Score -1417050 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1417284.875000 Penalty: 4654.984863
	Iteration 25Q: 3 clusters Score -1417285 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1417470.875000 Penalty: 4654.984863
	Iteration 26Q: 3 clusters Score -1417471 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1417593.625000 Penalty: 4654.984863
	Iteration 27Q: 3 clusters Score -1417594 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1417715.625000 Penalty: 4654.984863
	Iteration 28Q: 3 clusters Score -1417716 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1417807.750000 Penalty: 4654.984863
	Iteration 29Q: 3 clusters Score -1417808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1417860.125000 Penalty: 4654.984863
	Iteration 30Q: 3 clusters Score -1417860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1417899.125000 Penalty: 4654.984863
	Iteration 31Q: 3 clusters Score -1417899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1417936.250000 Penalty: 4654.984863
	Iteration 32Q: 3 clusters Score -1417936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1417962.125000 Penalty: 4654.984863
	Iteration 33Q: 3 clusters Score -1417962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1417988.125000 Penalty: 4654.984863
	Iteration 34Q: 3 clusters Score -1417988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1418017.750000 Penalty: 4654.984863
	Iteration 35Q: 3 clusters Score -1418018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1418035.000000 Penalty: 4654.984863
	Iteration 36Q: 3 clusters Score -1418035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1418045.000000 Penalty: 4654.984863
	Iteration 37Q: 3 clusters Score -1418045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1418054.250000 Penalty: 4654.984863
	Iteration 38Q: 3 clusters Score -1418054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1418063.750000 Penalty: 4654.984863
	Iteration 39Q: 3 clusters Score -1418064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1418077.500000 Penalty: 4654.984863
	Iteration 40F: 3 clusters Score -1418078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1418082.000000 Penalty: 4654.984863
	Iteration 41Q: 3 clusters Score -1418082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1418083.875000 Penalty: 4654.984863
	Iteration 42Q: 3 clusters Score -1418084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1418090.875000 Penalty: 4654.984863
	Iteration 43Q: 3 clusters Score -1418091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1418092.250000 Penalty: 4654.984863
	Iteration 44Q: 3 clusters Score -1418092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1418096.000000 Penalty: 4654.984863
	Iteration 45Q: 3 clusters Score -1418096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1418096.750000 Penalty: 4654.984863
	Iteration 46Q: 3 clusters Score -1418097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1418098.250000 Penalty: 4654.984863
	Iteration 47Q: 3 clusters Score -1418098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1418099.625000 Penalty: 4654.984863
	Iteration 48Q: 3 clusters Score -1418100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1418103.625000 Penalty: 4654.984863
	Iteration 49Q: 3 clusters Score -1418104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1418104.250000 Penalty: 4654.984863
	Iteration 50Q: 3 clusters Score -1418104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1418104.250000 Penalty: 4654.984863
	Iteration 51F: 3 clusters Score -1418104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -126066.664062 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -126066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -124000.531250 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -124000.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124478.656250 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -124478.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124673.710938 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -124673.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124777.039062 Penalty: 3494.272949
	Iteration 3F: 3 clusters Score -124777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -124894.398438 Penalty: 3494.272949
	Iteration 4Q: 3 clusters Score -124894.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125019.335938 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -125019.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -125128.164062 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -125128.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125251.867188 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -125251.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125383.804688 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -125383.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125484.539062 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -125484.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125580.148438 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -125580.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -125663.890625 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -125663.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125740.718750 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -125740.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -125789.468750 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -125789.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125818.937500 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -125818.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125832.687500 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -125832.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125848.765625 Penalty: 3494.272949
	Iteration 16Q: 3 clusters Score -125848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125876.039062 Penalty: 3494.272949
	Iteration 17Q: 3 clusters Score -125876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125934.500000 Penalty: 3494.272949
	Iteration 18Q: 3 clusters Score -125934.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126003.492188 Penalty: 3494.272949
	Iteration 19Q: 3 clusters Score -126003.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126073.117188 Penalty: 3494.272949
	Iteration 20F: 3 clusters Score -126073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126105.640625 Penalty: 3494.272949
	Iteration 21Q: 3 clusters Score -126105.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126175.359375 Penalty: 3494.272949
	Iteration 22Q: 3 clusters Score -126175.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126258.125000 Penalty: 3494.272949
	Iteration 23Q: 3 clusters Score -126258.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126361.226562 Penalty: 3494.272949
	Iteration 24Q: 3 clusters Score -126361.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126436.796875 Penalty: 3494.272949
	Iteration 25Q: 3 clusters Score -126436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126488.429688 Penalty: 3494.272949
	Iteration 26Q: 3 clusters Score -126488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126488.429688 Penalty: 3494.272949
	Iteration 27F: 3 clusters Score -126488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26929 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6858 members 
Mstep: Class 6 contains 46133 members 
Mstep: Class 7 contains 134038 members 
Mstep: Class 8 contains 20147 members 
Mstep: Class 9 contains 24073 members 
Mstep: Class 10 contains 8579 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 29982 members 
Mstep: Class 13 contains 169706 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 35024 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56807 members 
Mstep: Class 18 contains 169037 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20073 members 
Mstep: Class 21 contains 16707 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 168475 members 
Mstep: Class 24 contains 28428 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 984 members 
Mstep: Class 28 contains 484 members 
Entering Unmasked Estep 
Score: -124241264.000000 Penalty: 96178.070312
Splitting cluster 26 changes total score from -124242120.000000 to -124241264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -105413.468750 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -105413.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103511.203125 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -103511.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103864.812500 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -103864.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104053.468750 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -104053.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104147.601562 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -104147.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104221.921875 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -104221.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104281.585938 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -104281.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104347.445312 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -104347.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104425.507812 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -104425.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104481.468750 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -104481.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104555.054688 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -104555.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104623.679688 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -104623.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104674.015625 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -104674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104721.734375 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -104721.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104749.960938 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -104750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104768.906250 Penalty: 3418.246338
	Iteration 14Q: 3 clusters Score -104768.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104783.031250 Penalty: 3418.246338
	Iteration 15Q: 3 clusters Score -104783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104805.273438 Penalty: 3418.246338
	Iteration 16Q: 3 clusters Score -104805.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104834.226562 Penalty: 3418.246338
	Iteration 17Q: 3 clusters Score -104834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104854.351562 Penalty: 3418.246338
	Iteration 18Q: 3 clusters Score -104854.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104878.343750 Penalty: 3418.246338
	Iteration 19Q: 3 clusters Score -104878.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104891.468750 Penalty: 3418.246338
	Iteration 20F: 3 clusters Score -104891.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104906.195312 Penalty: 3418.246338
	Iteration 21Q: 3 clusters Score -104906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104925.601562 Penalty: 3418.246338
	Iteration 22Q: 3 clusters Score -104925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104938.851562 Penalty: 3418.246338
	Iteration 23Q: 3 clusters Score -104938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104949.476562 Penalty: 3418.246338
	Iteration 24Q: 3 clusters Score -104949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104960.187500 Penalty: 3418.246338
	Iteration 25Q: 3 clusters Score -104960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104974.695312 Penalty: 3418.246338
	Iteration 26Q: 3 clusters Score -104974.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104986.460938 Penalty: 3418.246338
	Iteration 27Q: 3 clusters Score -104986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104998.601562 Penalty: 3418.246338
	Iteration 28Q: 3 clusters Score -104998.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105011.929688 Penalty: 3418.246338
	Iteration 29Q: 3 clusters Score -105011.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105026.593750 Penalty: 3418.246338
	Iteration 30Q: 3 clusters Score -105026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105035.976562 Penalty: 3418.246338
	Iteration 31Q: 3 clusters Score -105036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105046.828125 Penalty: 3418.246338
	Iteration 32Q: 3 clusters Score -105046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105060.742188 Penalty: 3418.246338
	Iteration 33Q: 3 clusters Score -105060.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105070.054688 Penalty: 3418.246338
	Iteration 34Q: 3 clusters Score -105070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105076.859375 Penalty: 3418.246338
	Iteration 35Q: 3 clusters Score -105076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105082.875000 Penalty: 3418.246338
	Iteration 36Q: 3 clusters Score -105082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105088.031250 Penalty: 3418.246338
	Iteration 37Q: 3 clusters Score -105088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105093.500000 Penalty: 3418.246338
	Iteration 38Q: 3 clusters Score -105093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105096.093750 Penalty: 3418.246338
	Iteration 39Q: 3 clusters Score -105096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105096.812500 Penalty: 3418.246338
	Iteration 40F: 3 clusters Score -105096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26929 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6858 members 
Mstep: Class 6 contains 46133 members 
Mstep: Class 7 contains 134038 members 
Mstep: Class 8 contains 20147 members 
Mstep: Class 9 contains 24073 members 
Mstep: Class 10 contains 8579 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 29982 members 
Mstep: Class 13 contains 169706 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 35024 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 56807 members 
Mstep: Class 18 contains 169037 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20073 members 
Mstep: Class 21 contains 16707 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 168475 members 
Mstep: Class 24 contains 28428 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242608.000000 Penalty: 92743.140625
Iteration 159Q: 28 clusters Score -1.242426e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 26934 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6857 members 
Mstep: Class 6 contains 46084 members 
Mstep: Class 7 contains 134096 members 
Mstep: Class 8 contains 20150 members 
Mstep: Class 9 contains 24538 members 
Mstep: Class 10 contains 8582 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 29974 members 
Mstep: Class 13 contains 169754 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34999 members 
Mstep: Class 16 contains 13121 members 
Mstep: Class 17 contains 56806 members 
Mstep: Class 18 contains 168912 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20074 members 
Mstep: Class 21 contains 16234 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 168574 members 
Mstep: Class 24 contains 28431 members 
Mstep: Class 25 contains 11911 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124242992.000000 Penalty: 92743.140625
Iteration 160F: 28 clusters Score -1.24243e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 46024 members 
Mstep: Class 7 contains 134162 members 
Mstep: Class 8 contains 20133 members 
Mstep: Class 9 contains 25062 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 29973 members 
Mstep: Class 13 contains 169791 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34981 members 
Mstep: Class 16 contains 13120 members 
Mstep: Class 17 contains 56803 members 
Mstep: Class 18 contains 168822 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20072 members 
Mstep: Class 21 contains 15724 members 
Mstep: Class 22 contains 5895 members 
Mstep: Class 23 contains 168666 members 
Mstep: Class 24 contains 28438 members 
Mstep: Class 25 contains 11910 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243224.000000 Penalty: 92743.140625
Iteration 161Q: 28 clusters Score -1.242432e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 45998 members 
Mstep: Class 7 contains 134243 members 
Mstep: Class 8 contains 20126 members 
Mstep: Class 9 contains 25518 members 
Mstep: Class 10 contains 8592 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 29969 members 
Mstep: Class 13 contains 169804 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34960 members 
Mstep: Class 16 contains 13117 members 
Mstep: Class 17 contains 56803 members 
Mstep: Class 18 contains 168756 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 20072 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 5895 members 
Mstep: Class 23 contains 168746 members 
Mstep: Class 24 contains 28429 members 
Mstep: Class 25 contains 11910 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243432.000000 Penalty: 92743.140625
Iteration 162Q: 28 clusters Score -1.242434e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 26951 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 45952 members 
Mstep: Class 7 contains 134278 members 
Mstep: Class 8 contains 20129 members 
Mstep: Class 9 contains 25974 members 
Mstep: Class 10 contains 8598 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 29972 members 
Mstep: Class 13 contains 169790 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34940 members 
Mstep: Class 16 contains 13115 members 
Mstep: Class 17 contains 56802 members 
Mstep: Class 18 contains 168717 members 
Mstep: Class 19 contains 566 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 14766 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 168810 members 
Mstep: Class 24 contains 28426 members 
Mstep: Class 25 contains 11908 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243888.000000 Penalty: 92743.140625
Iteration 163Q: 28 clusters Score -1.242439e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 26959 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 6831 members 
Mstep: Class 6 contains 45897 members 
Mstep: Class 7 contains 134323 members 
Mstep: Class 8 contains 20125 members 
Mstep: Class 9 contains 26401 members 
Mstep: Class 10 contains 8604 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 29973 members 
Mstep: Class 13 contains 169758 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34927 members 
Mstep: Class 16 contains 13114 members 
Mstep: Class 17 contains 56803 members 
Mstep: Class 18 contains 168678 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20073 members 
Mstep: Class 21 contains 14358 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 168886 members 
Mstep: Class 24 contains 28419 members 
Mstep: Class 25 contains 11907 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243840.000000 Penalty: 92743.140625
Iteration 164Q: 28 clusters Score -1.242438e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26961 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 45838 members 
Mstep: Class 7 contains 134378 members 
Mstep: Class 8 contains 20120 members 
Mstep: Class 9 contains 26784 members 
Mstep: Class 10 contains 8610 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 29969 members 
Mstep: Class 13 contains 169715 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34906 members 
Mstep: Class 16 contains 13110 members 
Mstep: Class 17 contains 56801 members 
Mstep: Class 18 contains 168653 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 13988 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 168958 members 
Mstep: Class 24 contains 28422 members 
Mstep: Class 25 contains 11907 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244016.000000 Penalty: 92743.140625
Iteration 165Q: 28 clusters Score -1.24244e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 26971 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 45791 members 
Mstep: Class 7 contains 134440 members 
Mstep: Class 8 contains 20111 members 
Mstep: Class 9 contains 27095 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 29969 members 
Mstep: Class 13 contains 169687 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34895 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56803 members 
Mstep: Class 18 contains 168619 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 13672 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 169026 members 
Mstep: Class 24 contains 28419 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124243992.000000 Penalty: 92743.140625
Iteration 166Q: 28 clusters Score -1.24244e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 26979 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 45743 members 
Mstep: Class 7 contains 134472 members 
Mstep: Class 8 contains 20091 members 
Mstep: Class 9 contains 27372 members 
Mstep: Class 10 contains 8615 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 29970 members 
Mstep: Class 13 contains 169641 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34882 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56804 members 
Mstep: Class 18 contains 168640 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 13406 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 169087 members 
Mstep: Class 24 contains 28412 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244056.000000 Penalty: 92743.140625
Iteration 167Q: 28 clusters Score -1.242441e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 26971 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 45717 members 
Mstep: Class 7 contains 134494 members 
Mstep: Class 8 contains 20079 members 
Mstep: Class 9 contains 27592 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 29971 members 
Mstep: Class 13 contains 169612 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34876 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 17 contains 56803 members 
Mstep: Class 18 contains 168643 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 13185 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 169155 members 
Mstep: Class 24 contains 28395 members 
Mstep: Class 25 contains 11910 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244192.000000 Penalty: 92743.140625
Iteration 168Q: 28 clusters Score -1.242442e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 26979 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 45684 members 
Mstep: Class 7 contains 134519 members 
Mstep: Class 8 contains 20077 members 
Mstep: Class 9 contains 27795 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 29970 members 
Mstep: Class 13 contains 169571 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34870 members 
Mstep: Class 16 contains 13102 members 
Mstep: Class 17 contains 56803 members 
Mstep: Class 18 contains 168626 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 12987 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 169239 members 
Mstep: Class 24 contains 28376 members 
Mstep: Class 25 contains 11907 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244336.000000 Penalty: 92743.140625
Iteration 169Q: 28 clusters Score -1.242443e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26984 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 45664 members 
Mstep: Class 7 contains 134540 members 
Mstep: Class 8 contains 20080 members 
Mstep: Class 9 contains 27959 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 29969 members 
Mstep: Class 13 contains 169527 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34866 members 
Mstep: Class 16 contains 13103 members 
Mstep: Class 17 contains 56799 members 
Mstep: Class 18 contains 168632 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 12817 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 169297 members 
Mstep: Class 24 contains 28360 members 
Mstep: Class 25 contains 11907 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244536.000000 Penalty: 92743.140625
Iteration 170Q: 28 clusters Score -1.242445e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26977 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 45648 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 20080 members 
Mstep: Class 9 contains 28108 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 29968 members 
Mstep: Class 13 contains 169449 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34878 members 
Mstep: Class 16 contains 13102 members 
Mstep: Class 17 contains 56798 members 
Mstep: Class 18 contains 168640 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 169369 members 
Mstep: Class 24 contains 28349 members 
Mstep: Class 25 contains 11911 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244208.000000 Penalty: 92743.140625
Iteration 171Q: 28 clusters Score -1.242442e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26979 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 45614 members 
Mstep: Class 7 contains 134567 members 
Mstep: Class 8 contains 20079 members 
Mstep: Class 9 contains 28237 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 29966 members 
Mstep: Class 13 contains 169385 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34876 members 
Mstep: Class 16 contains 13102 members 
Mstep: Class 17 contains 56794 members 
Mstep: Class 18 contains 168673 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 169430 members 
Mstep: Class 24 contains 28339 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244576.000000 Penalty: 92743.140625
Iteration 172Q: 28 clusters Score -1.242446e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 26977 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 134583 members 
Mstep: Class 8 contains 20074 members 
Mstep: Class 9 contains 28354 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 12 contains 29962 members 
Mstep: Class 13 contains 169320 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34878 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 17 contains 56790 members 
Mstep: Class 18 contains 168696 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 169489 members 
Mstep: Class 24 contains 28336 members 
Mstep: Class 25 contains 11907 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244512.000000 Penalty: 92743.140625
Iteration 173Q: 28 clusters Score -1.242445e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26978 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 7 contains 134579 members 
Mstep: Class 8 contains 20062 members 
Mstep: Class 9 contains 28464 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29959 members 
Mstep: Class 13 contains 169248 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34887 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56790 members 
Mstep: Class 18 contains 168749 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 12316 members 
Mstep: Class 22 contains 5895 members 
Mstep: Class 23 contains 169524 members 
Mstep: Class 24 contains 28331 members 
Mstep: Class 25 contains 11908 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244552.000000 Penalty: 92743.140625
Iteration 174Q: 28 clusters Score -1.242446e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 26981 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 45578 members 
Mstep: Class 7 contains 134584 members 
Mstep: Class 8 contains 20054 members 
Mstep: Class 9 contains 28562 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29963 members 
Mstep: Class 13 contains 169167 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 34901 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56787 members 
Mstep: Class 18 contains 168794 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 12219 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169572 members 
Mstep: Class 24 contains 28323 members 
Mstep: Class 25 contains 11905 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244336.000000 Penalty: 92743.140625
Iteration 175Q: 28 clusters Score -1.242443e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26986 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 45566 members 
Mstep: Class 7 contains 134574 members 
Mstep: Class 8 contains 20045 members 
Mstep: Class 9 contains 28645 members 
Mstep: Class 10 contains 8650 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29966 members 
Mstep: Class 13 contains 169107 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34908 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56786 members 
Mstep: Class 18 contains 168832 members 
Mstep: Class 19 contains 563 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 12139 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169609 members 
Mstep: Class 24 contains 28318 members 
Mstep: Class 25 contains 11908 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244496.000000 Penalty: 92743.140625
Iteration 176Q: 28 clusters Score -1.242445e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 26987 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 5216 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 45556 members 
Mstep: Class 7 contains 134565 members 
Mstep: Class 8 contains 20037 members 
Mstep: Class 9 contains 28709 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29968 members 
Mstep: Class 13 contains 169058 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34924 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56783 members 
Mstep: Class 18 contains 168876 members 
Mstep: Class 19 contains 563 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 12069 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169639 members 
Mstep: Class 24 contains 28313 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244392.000000 Penalty: 92743.140625
Iteration 177Q: 28 clusters Score -1.242444e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 26985 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 5216 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 45545 members 
Mstep: Class 7 contains 134560 members 
Mstep: Class 8 contains 20027 members 
Mstep: Class 9 contains 28756 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29967 members 
Mstep: Class 13 contains 169005 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34934 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 17 contains 56782 members 
Mstep: Class 18 contains 168921 members 
Mstep: Class 19 contains 563 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 12015 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 169673 members 
Mstep: Class 24 contains 28316 members 
Mstep: Class 25 contains 11908 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244280.000000 Penalty: 92743.140625
Iteration 178Q: 28 clusters Score -1.242443e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 26985 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 45536 members 
Mstep: Class 7 contains 134567 members 
Mstep: Class 8 contains 20020 members 
Mstep: Class 9 contains 28800 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29966 members 
Mstep: Class 13 contains 168954 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34943 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 17 contains 56782 members 
Mstep: Class 18 contains 168965 members 
Mstep: Class 19 contains 563 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 11963 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169692 members 
Mstep: Class 24 contains 28314 members 
Mstep: Class 25 contains 11908 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244192.000000 Penalty: 92743.140625
Iteration 179Q: 28 clusters Score -1.242442e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 26982 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 45527 members 
Mstep: Class 7 contains 134566 members 
Mstep: Class 8 contains 20011 members 
Mstep: Class 9 contains 28831 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29966 members 
Mstep: Class 13 contains 168890 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34953 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56782 members 
Mstep: Class 18 contains 169031 members 
Mstep: Class 19 contains 563 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11910 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169716 members 
Mstep: Class 24 contains 28313 members 
Mstep: Class 25 contains 11909 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244312.000000 Penalty: 92743.140625
Iteration 180F: 28 clusters Score -1.242443e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26981 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 45518 members 
Mstep: Class 7 contains 134570 members 
Mstep: Class 8 contains 20005 members 
Mstep: Class 9 contains 28854 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29966 members 
Mstep: Class 13 contains 168820 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34949 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56781 members 
Mstep: Class 18 contains 169108 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11871 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169736 members 
Mstep: Class 24 contains 28313 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244488.000000 Penalty: 92743.140625
Iteration 181Q: 28 clusters Score -1.242445e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 26980 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 6859 members 
Mstep: Class 6 contains 45511 members 
Mstep: Class 7 contains 134580 members 
Mstep: Class 8 contains 20001 members 
Mstep: Class 9 contains 28876 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 29966 members 
Mstep: Class 13 contains 168751 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34939 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56780 members 
Mstep: Class 18 contains 169180 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169758 members 
Mstep: Class 24 contains 28312 members 
Mstep: Class 25 contains 11915 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244616.000000 Penalty: 92743.140625
Iteration 182Q: 28 clusters Score -1.242446e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 26976 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 6865 members 
Mstep: Class 6 contains 45503 members 
Mstep: Class 7 contains 134591 members 
Mstep: Class 8 contains 20000 members 
Mstep: Class 9 contains 28894 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29966 members 
Mstep: Class 13 contains 168682 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 34936 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56779 members 
Mstep: Class 18 contains 169251 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11793 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169779 members 
Mstep: Class 24 contains 28313 members 
Mstep: Class 25 contains 11915 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244744.000000 Penalty: 92743.140625
Iteration 183Q: 28 clusters Score -1.242447e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26969 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 45494 members 
Mstep: Class 7 contains 134599 members 
Mstep: Class 8 contains 19997 members 
Mstep: Class 9 contains 28916 members 
Mstep: Class 10 contains 8655 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29967 members 
Mstep: Class 13 contains 168650 members 
Mstep: Class 14 contains 10023 members 
Mstep: Class 15 contains 34945 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56778 members 
Mstep: Class 18 contains 169305 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11736 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169785 members 
Mstep: Class 24 contains 28312 members 
Mstep: Class 25 contains 11919 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244704.000000 Penalty: 92743.140625
Iteration 184Q: 28 clusters Score -1.242447e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26971 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 5216 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 45487 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 19988 members 
Mstep: Class 9 contains 28933 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29963 members 
Mstep: Class 13 contains 168624 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34956 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56776 members 
Mstep: Class 18 contains 169359 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11702 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169780 members 
Mstep: Class 24 contains 28310 members 
Mstep: Class 25 contains 11919 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244600.000000 Penalty: 92743.140625
Iteration 185Q: 28 clusters Score -1.242446e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 45470 members 
Mstep: Class 7 contains 134603 members 
Mstep: Class 8 contains 19976 members 
Mstep: Class 9 contains 28954 members 
Mstep: Class 10 contains 8668 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29962 members 
Mstep: Class 13 contains 168598 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34957 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56774 members 
Mstep: Class 18 contains 169410 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11682 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169776 members 
Mstep: Class 24 contains 28310 members 
Mstep: Class 25 contains 11920 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244560.000000 Penalty: 92743.140625
Iteration 186Q: 28 clusters Score -1.242446e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 26982 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6861 members 
Mstep: Class 6 contains 45466 members 
Mstep: Class 7 contains 134614 members 
Mstep: Class 8 contains 19967 members 
Mstep: Class 9 contains 28973 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29961 members 
Mstep: Class 13 contains 168576 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34956 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56774 members 
Mstep: Class 18 contains 169454 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11657 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169766 members 
Mstep: Class 24 contains 28310 members 
Mstep: Class 25 contains 11917 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244536.000000 Penalty: 92743.140625
Iteration 187Q: 28 clusters Score -1.242445e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 26986 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6859 members 
Mstep: Class 6 contains 45462 members 
Mstep: Class 7 contains 134610 members 
Mstep: Class 8 contains 19961 members 
Mstep: Class 9 contains 28989 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29959 members 
Mstep: Class 13 contains 168551 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34958 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169491 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11644 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169758 members 
Mstep: Class 24 contains 28311 members 
Mstep: Class 25 contains 11917 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244544.000000 Penalty: 92743.140625
Iteration 188Q: 28 clusters Score -1.242445e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 26987 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6856 members 
Mstep: Class 6 contains 45458 members 
Mstep: Class 7 contains 134606 members 
Mstep: Class 8 contains 19957 members 
Mstep: Class 9 contains 29007 members 
Mstep: Class 10 contains 8675 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29959 members 
Mstep: Class 13 contains 168532 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34954 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169519 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11630 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169763 members 
Mstep: Class 24 contains 28307 members 
Mstep: Class 25 contains 11917 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244536.000000 Penalty: 92743.140625
Iteration 189Q: 28 clusters Score -1.242445e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 26985 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6856 members 
Mstep: Class 6 contains 45452 members 
Mstep: Class 7 contains 134600 members 
Mstep: Class 8 contains 19956 members 
Mstep: Class 9 contains 29024 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 168515 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34957 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56774 members 
Mstep: Class 18 contains 169534 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169769 members 
Mstep: Class 24 contains 28306 members 
Mstep: Class 25 contains 11918 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244672.000000 Penalty: 92743.140625
Iteration 190Q: 28 clusters Score -1.242447e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 26983 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 134597 members 
Mstep: Class 8 contains 19953 members 
Mstep: Class 9 contains 29038 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 168496 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34959 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169549 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11605 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169779 members 
Mstep: Class 24 contains 28304 members 
Mstep: Class 25 contains 11918 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244664.000000 Penalty: 92743.140625
Iteration 191Q: 28 clusters Score -1.242447e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 26987 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 45446 members 
Mstep: Class 7 contains 134594 members 
Mstep: Class 8 contains 19949 members 
Mstep: Class 9 contains 29048 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 2846 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 168484 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34960 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169565 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 28304 members 
Mstep: Class 25 contains 11919 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244656.000000 Penalty: 92743.140625
Iteration 192Q: 28 clusters Score -1.242447e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 26991 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 6850 members 
Mstep: Class 6 contains 45445 members 
Mstep: Class 7 contains 134600 members 
Mstep: Class 8 contains 19947 members 
Mstep: Class 9 contains 29061 members 
Mstep: Class 10 contains 8686 members 
Mstep: Class 11 contains 2846 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168467 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34953 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169572 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11584 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169794 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11920 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244576.000000 Penalty: 92743.140625
Iteration 193Q: 28 clusters Score -1.242446e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 26995 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 45441 members 
Mstep: Class 7 contains 134608 members 
Mstep: Class 8 contains 19946 members 
Mstep: Class 9 contains 29067 members 
Mstep: Class 10 contains 8689 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168460 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34945 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56776 members 
Mstep: Class 18 contains 169576 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11574 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169801 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11921 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244640.000000 Penalty: 92743.140625
Iteration 194Q: 28 clusters Score -1.242446e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 45438 members 
Mstep: Class 7 contains 134615 members 
Mstep: Class 8 contains 19943 members 
Mstep: Class 9 contains 29074 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168441 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56776 members 
Mstep: Class 18 contains 169588 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11561 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169811 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11920 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244648.000000 Penalty: 92743.140625
Iteration 195Q: 28 clusters Score -1.242446e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 45435 members 
Mstep: Class 7 contains 134622 members 
Mstep: Class 8 contains 19944 members 
Mstep: Class 9 contains 29084 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168413 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34933 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56776 members 
Mstep: Class 18 contains 169608 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11555 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169817 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244688.000000 Penalty: 92743.140625
Iteration 196Q: 28 clusters Score -1.242447e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 45433 members 
Mstep: Class 7 contains 134634 members 
Mstep: Class 8 contains 19940 members 
Mstep: Class 9 contains 29089 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 168381 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34926 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56776 members 
Mstep: Class 18 contains 169634 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11547 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169829 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11921 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244728.000000 Penalty: 92743.140625
Iteration 197Q: 28 clusters Score -1.242447e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27001 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6850 members 
Mstep: Class 6 contains 45426 members 
Mstep: Class 7 contains 134638 members 
Mstep: Class 8 contains 19937 members 
Mstep: Class 9 contains 29092 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168351 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34925 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169668 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11539 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169835 members 
Mstep: Class 24 contains 28300 members 
Mstep: Class 25 contains 11921 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124244864.000000 Penalty: 92743.140625
Iteration 198Q: 28 clusters Score -1.242449e+08 nChanged 97
Entering ConstructFrom: 
Score: -124244864.000000 Penalty: 92743.140625
Entering ConstructFrom: 
Trying to split cluster 1 (17841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Entering Unmasked Estep 
Score: -2129980.250000 Penalty: 2427.735107
	Iteration 0F: 2 clusters Score -2129980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2117387.250000 Penalty: 4855.470215
	Iteration 0F: 3 clusters Score -2117387 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2121616.000000 Penalty: 4855.470215
	Iteration 1F: 3 clusters Score -2121616 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2122085.250000 Penalty: 4855.470215
	Iteration 2F: 3 clusters Score -2122085 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2122526.500000 Penalty: 4855.470215
	Iteration 3F: 3 clusters Score -2122526 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2123013.500000 Penalty: 4855.470215
	Iteration 4F: 3 clusters Score -2123014 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2123606.000000 Penalty: 4855.470215
	Iteration 5F: 3 clusters Score -2123606 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2124332.500000 Penalty: 4855.470215
	Iteration 6F: 3 clusters Score -2124332 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2125084.500000 Penalty: 4855.470215
	Iteration 7F: 3 clusters Score -2125084 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2125793.250000 Penalty: 4855.470215
	Iteration 8Q: 3 clusters Score -2125793 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2126400.000000 Penalty: 4855.470215
	Iteration 9Q: 3 clusters Score -2126400 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2126907.000000 Penalty: 4855.470215
	Iteration 10Q: 3 clusters Score -2126907 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2127272.250000 Penalty: 4855.470215
	Iteration 11Q: 3 clusters Score -2127272 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2127506.750000 Penalty: 4855.470215
	Iteration 12Q: 3 clusters Score -2127507 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2127697.000000 Penalty: 4855.470215
	Iteration 13Q: 3 clusters Score -2127697 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2127833.000000 Penalty: 4855.470215
	Iteration 14Q: 3 clusters Score -2127833 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2127938.000000 Penalty: 4855.470215
	Iteration 15Q: 3 clusters Score -2127938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2128001.250000 Penalty: 4855.470215
	Iteration 16Q: 3 clusters Score -2128001 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2128051.250000 Penalty: 4855.470215
	Iteration 17Q: 3 clusters Score -2128051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2128100.000000 Penalty: 4855.470215
	Iteration 18Q: 3 clusters Score -2128100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2128135.000000 Penalty: 4855.470215
	Iteration 19Q: 3 clusters Score -2128135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2128166.000000 Penalty: 4855.470215
	Iteration 20F: 3 clusters Score -2128166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2128207.000000 Penalty: 4855.470215
	Iteration 21Q: 3 clusters Score -2128207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2128238.250000 Penalty: 4855.470215
	Iteration 22Q: 3 clusters Score -2128238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2128264.500000 Penalty: 4855.470215
	Iteration 23Q: 3 clusters Score -2128264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2128280.750000 Penalty: 4855.470215
	Iteration 24Q: 3 clusters Score -2128281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2128293.750000 Penalty: 4855.470215
	Iteration 25Q: 3 clusters Score -2128294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2128309.500000 Penalty: 4855.470215
	Iteration 26Q: 3 clusters Score -2128310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2128327.250000 Penalty: 4855.470215
	Iteration 27Q: 3 clusters Score -2128327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2128336.250000 Penalty: 4855.470215
	Iteration 28Q: 3 clusters Score -2128336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2128349.250000 Penalty: 4855.470215
	Iteration 29Q: 3 clusters Score -2128349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2128360.000000 Penalty: 4855.470215
	Iteration 30Q: 3 clusters Score -2128360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2128366.250000 Penalty: 4855.470215
	Iteration 31Q: 3 clusters Score -2128366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2128372.500000 Penalty: 4855.470215
	Iteration 32Q: 3 clusters Score -2128372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2128375.250000 Penalty: 4855.470215
	Iteration 33Q: 3 clusters Score -2128375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2128380.250000 Penalty: 4855.470215
	Iteration 34Q: 3 clusters Score -2128380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2128389.000000 Penalty: 4855.470215
	Iteration 35Q: 3 clusters Score -2128389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2128393.000000 Penalty: 4855.470215
	Iteration 36Q: 3 clusters Score -2128393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2128397.750000 Penalty: 4855.470215
	Iteration 37Q: 3 clusters Score -2128398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2128396.000000 Penalty: 4855.470215
	Iteration 38Q: 3 clusters Score -2128396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2128400.000000 Penalty: 4855.470215
	Iteration 39Q: 3 clusters Score -2128400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2128404.500000 Penalty: 4855.470215
	Iteration 40F: 3 clusters Score -2128404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2128408.750000 Penalty: 4855.470215
	Iteration 41Q: 3 clusters Score -2128409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2128417.250000 Penalty: 4855.470215
	Iteration 42Q: 3 clusters Score -2128417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2128424.250000 Penalty: 4855.470215
	Iteration 43Q: 3 clusters Score -2128424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2128434.500000 Penalty: 4855.470215
	Iteration 44Q: 3 clusters Score -2128434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2128440.750000 Penalty: 4855.470215
	Iteration 45Q: 3 clusters Score -2128441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2128441.250000 Penalty: 4855.470215
	Iteration 46Q: 3 clusters Score -2128441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2128444.750000 Penalty: 4855.470215
	Iteration 47Q: 3 clusters Score -2128445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2128448.500000 Penalty: 4855.470215
	Iteration 48Q: 3 clusters Score -2128448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2128451.500000 Penalty: 4855.470215
	Iteration 49Q: 3 clusters Score -2128452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2128453.250000 Penalty: 4855.470215
	Iteration 50Q: 3 clusters Score -2128453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2128459.250000 Penalty: 4855.470215
	Iteration 51Q: 3 clusters Score -2128459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2128457.750000 Penalty: 4855.470215
	Iteration 52Q: 3 clusters Score -2128458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2128461.000000 Penalty: 4855.470215
	Iteration 53Q: 3 clusters Score -2128461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2128461.250000 Penalty: 4855.470215
	Iteration 54Q: 3 clusters Score -2128461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2128465.750000 Penalty: 4855.470215
	Iteration 55Q: 3 clusters Score -2128466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2128468.250000 Penalty: 4855.470215
	Iteration 56Q: 3 clusters Score -2128468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2128461.750000 Penalty: 4855.470215
	Iteration 57Q: 3 clusters Score -2128462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2128469.000000 Penalty: 4855.470215
	Iteration 58Q: 3 clusters Score -2128469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2128468.750000 Penalty: 4855.470215
	Iteration 59Q: 3 clusters Score -2128469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2128470.750000 Penalty: 4855.470215
	Iteration 60F: 3 clusters Score -2128471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2128470.750000 Penalty: 4855.470215
	Iteration 61Q: 3 clusters Score -2128471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2128472.750000 Penalty: 4855.470215
	Iteration 62Q: 3 clusters Score -2128473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2128472.750000 Penalty: 4855.470215
	Iteration 63F: 3 clusters Score -2128473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Entering Unmasked Estep 
Score: -3171618.000000 Penalty: 2530.463135
	Iteration 0F: 2 clusters Score -3171618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3153005.250000 Penalty: 5060.926270
	Iteration 0F: 3 clusters Score -3153005 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3159927.000000 Penalty: 5060.926270
	Iteration 1F: 3 clusters Score -3159927 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3160678.250000 Penalty: 5060.926270
	Iteration 2F: 3 clusters Score -3160678 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3161426.750000 Penalty: 5060.926270
	Iteration 3F: 3 clusters Score -3161427 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3162241.750000 Penalty: 5060.926270
	Iteration 4F: 3 clusters Score -3162242 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3163260.250000 Penalty: 5060.926270
	Iteration 5F: 3 clusters Score -3163260 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3164413.000000 Penalty: 5060.926270
	Iteration 6F: 3 clusters Score -3164413 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3165627.750000 Penalty: 5060.926270
	Iteration 7F: 3 clusters Score -3165628 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3166738.500000 Penalty: 5060.926270
	Iteration 8F: 3 clusters Score -3166738 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3167583.500000 Penalty: 5060.926270
	Iteration 9Q: 3 clusters Score -3167584 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3168259.250000 Penalty: 5060.926270
	Iteration 10Q: 3 clusters Score -3168259 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3168748.000000 Penalty: 5060.926270
	Iteration 11Q: 3 clusters Score -3168748 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3169101.250000 Penalty: 5060.926270
	Iteration 12Q: 3 clusters Score -3169101 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3169292.250000 Penalty: 5060.926270
	Iteration 13Q: 3 clusters Score -3169292 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3169428.500000 Penalty: 5060.926270
	Iteration 14Q: 3 clusters Score -3169428 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3169501.250000 Penalty: 5060.926270
	Iteration 15Q: 3 clusters Score -3169501 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3169563.250000 Penalty: 5060.926270
	Iteration 16Q: 3 clusters Score -3169563 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3169596.750000 Penalty: 5060.926270
	Iteration 17Q: 3 clusters Score -3169597 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3169619.750000 Penalty: 5060.926270
	Iteration 18Q: 3 clusters Score -3169620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3169653.500000 Penalty: 5060.926270
	Iteration 19Q: 3 clusters Score -3169654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3169663.500000 Penalty: 5060.926270
	Iteration 20F: 3 clusters Score -3169664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3169667.750000 Penalty: 5060.926270
	Iteration 21Q: 3 clusters Score -3169668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3169674.750000 Penalty: 5060.926270
	Iteration 22Q: 3 clusters Score -3169675 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3169683.250000 Penalty: 5060.926270
	Iteration 23Q: 3 clusters Score -3169683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3169681.250000 Penalty: 5060.926270
	Iteration 24Q: 3 clusters Score -3169681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3169690.000000 Penalty: 5060.926270
	Iteration 25Q: 3 clusters Score -3169690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3169695.750000 Penalty: 5060.926270
	Iteration 26Q: 3 clusters Score -3169696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3169708.750000 Penalty: 5060.926270
	Iteration 27Q: 3 clusters Score -3169709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3169713.500000 Penalty: 5060.926270
	Iteration 28Q: 3 clusters Score -3169714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3169707.250000 Penalty: 5060.926270
	Iteration 29Q: 3 clusters Score -3169707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3169709.000000 Penalty: 5060.926270
	Iteration 30Q: 3 clusters Score -3169709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3169701.750000 Penalty: 5060.926270
	Iteration 31Q: 3 clusters Score -3169702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3169705.500000 Penalty: 5060.926270
	Iteration 32Q: 3 clusters Score -3169706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3169713.250000 Penalty: 5060.926270
	Iteration 33Q: 3 clusters Score -3169713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3169713.250000 Penalty: 5060.926270
	Iteration 34Q: 3 clusters Score -3169713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3169708.000000 Penalty: 5060.926270
	Iteration 35Q: 3 clusters Score -3169708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3169713.000000 Penalty: 5060.926270
	Iteration 36Q: 3 clusters Score -3169713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3169718.250000 Penalty: 5060.926270
	Iteration 37Q: 3 clusters Score -3169718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3169719.000000 Penalty: 5060.926270
	Iteration 38Q: 3 clusters Score -3169719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3169721.750000 Penalty: 5060.926270
	Iteration 39Q: 3 clusters Score -3169722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3169717.000000 Penalty: 5060.926270
	Iteration 40F: 3 clusters Score -3169717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3169721.000000 Penalty: 5060.926270
	Iteration 41Q: 3 clusters Score -3169721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3169720.750000 Penalty: 5060.926270
	Iteration 42Q: 3 clusters Score -3169721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3169720.750000 Penalty: 5060.926270
	Iteration 43Q: 3 clusters Score -3169721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3169710.750000 Penalty: 5060.926270
	Iteration 44Q: 3 clusters Score -3169711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3169716.000000 Penalty: 5060.926270
	Iteration 45Q: 3 clusters Score -3169716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3169712.500000 Penalty: 5060.926270
	Iteration 46Q: 3 clusters Score -3169712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3169717.000000 Penalty: 5060.926270
	Iteration 47Q: 3 clusters Score -3169717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3169708.750000 Penalty: 5060.926270
	Iteration 48Q: 3 clusters Score -3169709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3169717.000000 Penalty: 5060.926270
	Iteration 49Q: 3 clusters Score -3169717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3169717.250000 Penalty: 5060.926270
	Iteration 50Q: 3 clusters Score -3169717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3169720.000000 Penalty: 5060.926270
	Iteration 51Q: 3 clusters Score -3169720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3169723.750000 Penalty: 5060.926270
	Iteration 52Q: 3 clusters Score -3169724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3169721.250000 Penalty: 5060.926270
	Iteration 53Q: 3 clusters Score -3169721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3169719.000000 Penalty: 5060.926270
	Iteration 54Q: 3 clusters Score -3169719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3169725.250000 Penalty: 5060.926270
	Iteration 55Q: 3 clusters Score -3169725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3169728.750000 Penalty: 5060.926270
	Iteration 56Q: 3 clusters Score -3169729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3169732.750000 Penalty: 5060.926270
	Iteration 57Q: 3 clusters Score -3169733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3169731.000000 Penalty: 5060.926270
	Iteration 58Q: 3 clusters Score -3169731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3169732.750000 Penalty: 5060.926270
	Iteration 59Q: 3 clusters Score -3169733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3169731.250000 Penalty: 5060.926270
	Iteration 60F: 3 clusters Score -3169731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3169730.500000 Penalty: 5060.926270
	Iteration 61Q: 3 clusters Score -3169730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3169731.500000 Penalty: 5060.926270
	Iteration 62Q: 3 clusters Score -3169732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3169730.500000 Penalty: 5060.926270
	Iteration 63Q: 3 clusters Score -3169730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3169726.750000 Penalty: 5060.926270
	Iteration 64Q: 3 clusters Score -3169727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3169729.500000 Penalty: 5060.926270
	Iteration 65Q: 3 clusters Score -3169730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3169732.500000 Penalty: 5060.926270
	Iteration 66Q: 3 clusters Score -3169732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3169731.000000 Penalty: 5060.926270
	Iteration 67Q: 3 clusters Score -3169731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3169728.000000 Penalty: 5060.926270
	Iteration 68Q: 3 clusters Score -3169728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3169729.750000 Penalty: 5060.926270
	Iteration 69Q: 3 clusters Score -3169730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3169729.750000 Penalty: 5060.926270
	Iteration 70F: 3 clusters Score -3169730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -590643.687500 Penalty: 2113.105469
	Iteration 0F: 2 clusters Score -590643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -586101.937500 Penalty: 4226.210938
	Iteration 0F: 3 clusters Score -586101.9 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -587258.875000 Penalty: 4226.210938
	Iteration 1F: 3 clusters Score -587258.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -587547.625000 Penalty: 4226.210938
	Iteration 2F: 3 clusters Score -587547.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -587705.000000 Penalty: 4226.210938
	Iteration 3F: 3 clusters Score -587705 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -587815.687500 Penalty: 4226.210938
	Iteration 4Q: 3 clusters Score -587815.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -587898.437500 Penalty: 4226.210938
	Iteration 5Q: 3 clusters Score -587898.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -587952.312500 Penalty: 4226.210938
	Iteration 6Q: 3 clusters Score -587952.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -587986.187500 Penalty: 4226.210938
	Iteration 7Q: 3 clusters Score -587986.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -588025.312500 Penalty: 4226.210938
	Iteration 8Q: 3 clusters Score -588025.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -588058.750000 Penalty: 4226.210938
	Iteration 9Q: 3 clusters Score -588058.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -588084.687500 Penalty: 4226.210938
	Iteration 10Q: 3 clusters Score -588084.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -588117.187500 Penalty: 4226.210938
	Iteration 11Q: 3 clusters Score -588117.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -588136.125000 Penalty: 4226.210938
	Iteration 12Q: 3 clusters Score -588136.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -588154.375000 Penalty: 4226.210938
	Iteration 13Q: 3 clusters Score -588154.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -588174.625000 Penalty: 4226.210938
	Iteration 14Q: 3 clusters Score -588174.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -588189.437500 Penalty: 4226.210938
	Iteration 15Q: 3 clusters Score -588189.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -588200.250000 Penalty: 4226.210938
	Iteration 16Q: 3 clusters Score -588200.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -588211.312500 Penalty: 4226.210938
	Iteration 17Q: 3 clusters Score -588211.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -588226.375000 Penalty: 4226.210938
	Iteration 18Q: 3 clusters Score -588226.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -588237.937500 Penalty: 4226.210938
	Iteration 19Q: 3 clusters Score -588237.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -588249.125000 Penalty: 4226.210938
	Iteration 20F: 3 clusters Score -588249.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -588255.000000 Penalty: 4226.210938
	Iteration 21Q: 3 clusters Score -588255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -588262.250000 Penalty: 4226.210938
	Iteration 22Q: 3 clusters Score -588262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -588267.000000 Penalty: 4226.210938
	Iteration 23Q: 3 clusters Score -588267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -588273.500000 Penalty: 4226.210938
	Iteration 24Q: 3 clusters Score -588273.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -588280.000000 Penalty: 4226.210938
	Iteration 25Q: 3 clusters Score -588280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -588284.562500 Penalty: 4226.210938
	Iteration 26Q: 3 clusters Score -588284.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -588298.437500 Penalty: 4226.210938
	Iteration 27Q: 3 clusters Score -588298.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -588309.125000 Penalty: 4226.210938
	Iteration 28Q: 3 clusters Score -588309.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -588320.937500 Penalty: 4226.210938
	Iteration 29Q: 3 clusters Score -588320.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -588336.312500 Penalty: 4226.210938
	Iteration 30Q: 3 clusters Score -588336.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -588356.375000 Penalty: 4226.210938
	Iteration 31Q: 3 clusters Score -588356.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -588388.250000 Penalty: 4226.210938
	Iteration 32Q: 3 clusters Score -588388.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -588433.500000 Penalty: 4226.210938
	Iteration 33Q: 3 clusters Score -588433.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -588480.375000 Penalty: 4226.210938
	Iteration 34Q: 3 clusters Score -588480.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -588531.750000 Penalty: 4226.210938
	Iteration 35Q: 3 clusters Score -588531.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -588591.625000 Penalty: 4226.210938
	Iteration 36Q: 3 clusters Score -588591.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -588660.812500 Penalty: 4226.210938
	Iteration 37Q: 3 clusters Score -588660.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -588717.750000 Penalty: 4226.210938
	Iteration 38Q: 3 clusters Score -588717.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -588749.687500 Penalty: 4226.210938
	Iteration 39Q: 3 clusters Score -588749.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -588772.625000 Penalty: 4226.210938
	Iteration 40F: 3 clusters Score -588772.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -588800.437500 Penalty: 4226.210938
	Iteration 41Q: 3 clusters Score -588800.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -588820.250000 Penalty: 4226.210938
	Iteration 42Q: 3 clusters Score -588820.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -588834.125000 Penalty: 4226.210938
	Iteration 43Q: 3 clusters Score -588834.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -588848.000000 Penalty: 4226.210938
	Iteration 44Q: 3 clusters Score -588848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -588859.750000 Penalty: 4226.210938
	Iteration 45Q: 3 clusters Score -588859.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -588872.687500 Penalty: 4226.210938
	Iteration 46Q: 3 clusters Score -588872.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -588879.937500 Penalty: 4226.210938
	Iteration 47Q: 3 clusters Score -588879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -588885.125000 Penalty: 4226.210938
	Iteration 48Q: 3 clusters Score -588885.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -588892.187500 Penalty: 4226.210938
	Iteration 49Q: 3 clusters Score -588892.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -588897.125000 Penalty: 4226.210938
	Iteration 50Q: 3 clusters Score -588897.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -588901.562500 Penalty: 4226.210938
	Iteration 51Q: 3 clusters Score -588901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -588905.000000 Penalty: 4226.210938
	Iteration 52Q: 3 clusters Score -588905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -588907.062500 Penalty: 4226.210938
	Iteration 53Q: 3 clusters Score -588907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -588908.937500 Penalty: 4226.210938
	Iteration 54Q: 3 clusters Score -588908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -588911.125000 Penalty: 4226.210938
	Iteration 55Q: 3 clusters Score -588911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -588910.812500 Penalty: 4226.210938
	Iteration 56Q: 3 clusters Score -588910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -588912.437500 Penalty: 4226.210938
	Iteration 57Q: 3 clusters Score -588912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -588911.562500 Penalty: 4226.210938
	Iteration 58Q: 3 clusters Score -588911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -588912.875000 Penalty: 4226.210938
	Iteration 59Q: 3 clusters Score -588912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -588911.750000 Penalty: 4226.210938
	Iteration 60F: 3 clusters Score -588911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -631889.062500 Penalty: 2122.609863
	Iteration 0F: 2 clusters Score -631889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -627248.500000 Penalty: 4245.219727
	Iteration 0F: 3 clusters Score -627248.5 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -628337.625000 Penalty: 4245.219727
	Iteration 1F: 3 clusters Score -628337.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -628554.375000 Penalty: 4245.219727
	Iteration 2F: 3 clusters Score -628554.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -628687.187500 Penalty: 4245.219727
	Iteration 3F: 3 clusters Score -628687.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -628795.000000 Penalty: 4245.219727
	Iteration 4Q: 3 clusters Score -628795 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -628880.562500 Penalty: 4245.219727
	Iteration 5Q: 3 clusters Score -628880.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -628950.750000 Penalty: 4245.219727
	Iteration 6Q: 3 clusters Score -628950.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -629026.375000 Penalty: 4245.219727
	Iteration 7Q: 3 clusters Score -629026.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -629108.562500 Penalty: 4245.219727
	Iteration 8Q: 3 clusters Score -629108.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -629187.312500 Penalty: 4245.219727
	Iteration 9Q: 3 clusters Score -629187.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -629280.500000 Penalty: 4245.219727
	Iteration 10Q: 3 clusters Score -629280.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -629380.562500 Penalty: 4245.219727
	Iteration 11Q: 3 clusters Score -629380.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -629466.812500 Penalty: 4245.219727
	Iteration 12Q: 3 clusters Score -629466.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -629555.750000 Penalty: 4245.219727
	Iteration 13Q: 3 clusters Score -629555.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -629652.875000 Penalty: 4245.219727
	Iteration 14Q: 3 clusters Score -629652.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -629765.937500 Penalty: 4245.219727
	Iteration 15Q: 3 clusters Score -629765.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -629876.375000 Penalty: 4245.219727
	Iteration 16Q: 3 clusters Score -629876.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -629994.437500 Penalty: 4245.219727
	Iteration 17Q: 3 clusters Score -629994.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -630102.687500 Penalty: 4245.219727
	Iteration 18Q: 3 clusters Score -630102.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -630188.687500 Penalty: 4245.219727
	Iteration 19Q: 3 clusters Score -630188.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -630250.875000 Penalty: 4245.219727
	Iteration 20F: 3 clusters Score -630250.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -630293.000000 Penalty: 4245.219727
	Iteration 21Q: 3 clusters Score -630293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -630338.937500 Penalty: 4245.219727
	Iteration 22Q: 3 clusters Score -630338.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -630365.250000 Penalty: 4245.219727
	Iteration 23Q: 3 clusters Score -630365.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -630381.125000 Penalty: 4245.219727
	Iteration 24Q: 3 clusters Score -630381.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -630395.375000 Penalty: 4245.219727
	Iteration 25Q: 3 clusters Score -630395.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -630402.687500 Penalty: 4245.219727
	Iteration 26Q: 3 clusters Score -630402.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -630407.812500 Penalty: 4245.219727
	Iteration 27Q: 3 clusters Score -630407.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -630412.000000 Penalty: 4245.219727
	Iteration 28Q: 3 clusters Score -630412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -630416.437500 Penalty: 4245.219727
	Iteration 29Q: 3 clusters Score -630416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -630421.812500 Penalty: 4245.219727
	Iteration 30Q: 3 clusters Score -630421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -630426.500000 Penalty: 4245.219727
	Iteration 31Q: 3 clusters Score -630426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -630428.750000 Penalty: 4245.219727
	Iteration 32Q: 3 clusters Score -630428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -630430.187500 Penalty: 4245.219727
	Iteration 33Q: 3 clusters Score -630430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -630430.312500 Penalty: 4245.219727
	Iteration 34Q: 3 clusters Score -630430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -630430.000000 Penalty: 4245.219727
	Iteration 35Q: 3 clusters Score -630430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -630430.500000 Penalty: 4245.219727
	Iteration 36Q: 3 clusters Score -630430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -630430.437500 Penalty: 4245.219727
	Iteration 37Q: 3 clusters Score -630430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -630432.125000 Penalty: 4245.219727
	Iteration 38Q: 3 clusters Score -630432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -630432.125000 Penalty: 4245.219727
	Iteration 39F: 3 clusters Score -630432.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -772536.875000 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -772536.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -766820.437500 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -766820.4 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -768716.062500 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -768716.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -769405.750000 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -769405.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -770062.750000 Penalty: 4380.746094
	Iteration 3F: 3 clusters Score -770062.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -770498.312500 Penalty: 4380.746094
	Iteration 4F: 3 clusters Score -770498.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -770745.750000 Penalty: 4380.746094
	Iteration 5F: 3 clusters Score -770745.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -770871.312500 Penalty: 4380.746094
	Iteration 6Q: 3 clusters Score -770871.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -770934.562500 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -770934.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -770970.500000 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -770970.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -770993.062500 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -770993.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -771006.000000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -771006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -771014.750000 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -771014.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -771023.187500 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -771023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -771028.937500 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -771028.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -771029.437500 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -771029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -771036.937500 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -771036.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -771039.437500 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -771039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -771040.000000 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -771040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -771039.562500 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -771039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -771040.812500 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -771040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -771040.937500 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -771040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -771040.812500 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -771040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -771042.875000 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -771042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -771041.062500 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -771041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -771042.187500 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -771042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -771042.812500 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -771042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -771042.125000 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -771042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -771042.125000 Penalty: 4380.746094
	Iteration 27F: 3 clusters Score -771042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Entering Unmasked Estep 
Score: -5370269.000000 Penalty: 2659.495850
	Iteration 0F: 2 clusters Score -5370269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5339721.000000 Penalty: 5318.991699
	Iteration 0F: 3 clusters Score -5339721 nChanged 20848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5351530.000000 Penalty: 5318.991699
	Iteration 1F: 3 clusters Score -5351530 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5352449.500000 Penalty: 5318.991699
	Iteration 2Q: 3 clusters Score -5352450 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -5353674.500000 Penalty: 5318.991699
	Iteration 3Q: 3 clusters Score -5353674 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5355357.500000 Penalty: 5318.991699
	Iteration 4F: 3 clusters Score -5355358 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5357208.500000 Penalty: 5318.991699
	Iteration 5F: 3 clusters Score -5357208 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5359156.000000 Penalty: 5318.991699
	Iteration 6F: 3 clusters Score -5359156 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -5360822.500000 Penalty: 5318.991699
	Iteration 7F: 3 clusters Score -5360822 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5362209.000000 Penalty: 5318.991699
	Iteration 8F: 3 clusters Score -5362209 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5363285.500000 Penalty: 5318.991699
	Iteration 9Q: 3 clusters Score -5363286 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -5364121.500000 Penalty: 5318.991699
	Iteration 10Q: 3 clusters Score -5364122 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5364857.500000 Penalty: 5318.991699
	Iteration 11Q: 3 clusters Score -5364858 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5365468.000000 Penalty: 5318.991699
	Iteration 12Q: 3 clusters Score -5365468 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -5366018.000000 Penalty: 5318.991699
	Iteration 13Q: 3 clusters Score -5366018 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -5366464.000000 Penalty: 5318.991699
	Iteration 14Q: 3 clusters Score -5366464 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -5366886.500000 Penalty: 5318.991699
	Iteration 15Q: 3 clusters Score -5366886 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -5367270.500000 Penalty: 5318.991699
	Iteration 16Q: 3 clusters Score -5367270 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5367604.500000 Penalty: 5318.991699
	Iteration 17Q: 3 clusters Score -5367604 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -5367899.500000 Penalty: 5318.991699
	Iteration 18Q: 3 clusters Score -5367900 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -5368115.500000 Penalty: 5318.991699
	Iteration 19Q: 3 clusters Score -5368116 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5368299.000000 Penalty: 5318.991699
	Iteration 20F: 3 clusters Score -5368299 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5368417.500000 Penalty: 5318.991699
	Iteration 21Q: 3 clusters Score -5368418 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -5368533.500000 Penalty: 5318.991699
	Iteration 22Q: 3 clusters Score -5368534 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -5368603.000000 Penalty: 5318.991699
	Iteration 23Q: 3 clusters Score -5368603 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -5368657.500000 Penalty: 5318.991699
	Iteration 24Q: 3 clusters Score -5368658 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -5368700.500000 Penalty: 5318.991699
	Iteration 25Q: 3 clusters Score -5368700 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5368759.500000 Penalty: 5318.991699
	Iteration 26Q: 3 clusters Score -5368760 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -5368794.000000 Penalty: 5318.991699
	Iteration 27Q: 3 clusters Score -5368794 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5368841.000000 Penalty: 5318.991699
	Iteration 28Q: 3 clusters Score -5368841 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5368858.500000 Penalty: 5318.991699
	Iteration 29Q: 3 clusters Score -5368858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -5368896.000000 Penalty: 5318.991699
	Iteration 30Q: 3 clusters Score -5368896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5368903.500000 Penalty: 5318.991699
	Iteration 31Q: 3 clusters Score -5368904 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5368937.500000 Penalty: 5318.991699
	Iteration 32Q: 3 clusters Score -5368938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5368940.000000 Penalty: 5318.991699
	Iteration 33Q: 3 clusters Score -5368940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5368967.500000 Penalty: 5318.991699
	Iteration 34Q: 3 clusters Score -5368968 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5368977.000000 Penalty: 5318.991699
	Iteration 35Q: 3 clusters Score -5368977 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -5368972.500000 Penalty: 5318.991699
	Iteration 36Q: 3 clusters Score -5368972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -5369001.000000 Penalty: 5318.991699
	Iteration 37Q: 3 clusters Score -5369001 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5369036.500000 Penalty: 5318.991699
	Iteration 38Q: 3 clusters Score -5369036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -5369044.500000 Penalty: 5318.991699
	Iteration 39Q: 3 clusters Score -5369044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -5369056.000000 Penalty: 5318.991699
	Iteration 40F: 3 clusters Score -5369056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -5369059.500000 Penalty: 5318.991699
	Iteration 41Q: 3 clusters Score -5369060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5369063.000000 Penalty: 5318.991699
	Iteration 42Q: 3 clusters Score -5369063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5369084.500000 Penalty: 5318.991699
	Iteration 43Q: 3 clusters Score -5369084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5369095.500000 Penalty: 5318.991699
	Iteration 44Q: 3 clusters Score -5369096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -5369109.000000 Penalty: 5318.991699
	Iteration 45Q: 3 clusters Score -5369109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5369114.500000 Penalty: 5318.991699
	Iteration 46Q: 3 clusters Score -5369114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5369139.500000 Penalty: 5318.991699
	Iteration 47Q: 3 clusters Score -5369140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -5369132.000000 Penalty: 5318.991699
	Iteration 48Q: 3 clusters Score -5369132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -5369138.500000 Penalty: 5318.991699
	Iteration 49Q: 3 clusters Score -5369138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5369130.500000 Penalty: 5318.991699
	Iteration 50Q: 3 clusters Score -5369130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5369142.000000 Penalty: 5318.991699
	Iteration 51Q: 3 clusters Score -5369142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -5369150.500000 Penalty: 5318.991699
	Iteration 52Q: 3 clusters Score -5369150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5369141.000000 Penalty: 5318.991699
	Iteration 53Q: 3 clusters Score -5369141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5369150.000000 Penalty: 5318.991699
	Iteration 54Q: 3 clusters Score -5369150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5369155.000000 Penalty: 5318.991699
	Iteration 55Q: 3 clusters Score -5369155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5369157.000000 Penalty: 5318.991699
	Iteration 56Q: 3 clusters Score -5369157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5369162.000000 Penalty: 5318.991699
	Iteration 57Q: 3 clusters Score -5369162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5369164.000000 Penalty: 5318.991699
	Iteration 58Q: 3 clusters Score -5369164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5369164.000000 Penalty: 5318.991699
	Iteration 59Q: 3 clusters Score -5369164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -5369159.500000 Penalty: 5318.991699
	Iteration 60F: 3 clusters Score -5369160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -5369164.500000 Penalty: 5318.991699
	Iteration 61Q: 3 clusters Score -5369164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5369168.000000 Penalty: 5318.991699
	Iteration 62Q: 3 clusters Score -5369168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -5369163.500000 Penalty: 5318.991699
	Iteration 63Q: 3 clusters Score -5369164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5369172.500000 Penalty: 5318.991699
	Iteration 64Q: 3 clusters Score -5369172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -5369168.500000 Penalty: 5318.991699
	Iteration 65Q: 3 clusters Score -5369168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5369172.500000 Penalty: 5318.991699
	Iteration 66Q: 3 clusters Score -5369172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5369171.000000 Penalty: 5318.991699
	Iteration 67Q: 3 clusters Score -5369171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -5369170.500000 Penalty: 5318.991699
	Iteration 68Q: 3 clusters Score -5369170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5369167.000000 Penalty: 5318.991699
	Iteration 69Q: 3 clusters Score -5369167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5369164.000000 Penalty: 5318.991699
	Iteration 70Q: 3 clusters Score -5369164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -5369165.500000 Penalty: 5318.991699
	Iteration 71Q: 3 clusters Score -5369166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5369166.000000 Penalty: 5318.991699
	Iteration 72Q: 3 clusters Score -5369166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -5369171.500000 Penalty: 5318.991699
	Iteration 73Q: 3 clusters Score -5369172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -5369171.500000 Penalty: 5318.991699
	Iteration 74F: 3 clusters Score -5369172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134645 members 
Entering Unmasked Estep 
Score: -16426223.000000 Penalty: 2928.978516
	Iteration 0F: 2 clusters Score -1.642622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -16336120.000000 Penalty: 5857.957031
	Iteration 0F: 3 clusters Score -1.633612e+07 nChanged 64153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -16373250.000000 Penalty: 5857.957031
	Iteration 1F: 3 clusters Score -1.637325e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -16374625.000000 Penalty: 5857.957031
	Iteration 2Q: 3 clusters Score -1.637462e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -16376475.000000 Penalty: 5857.957031
	Iteration 3Q: 3 clusters Score -1.637648e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -16379079.000000 Penalty: 5857.957031
	Iteration 4Q: 3 clusters Score -1.637908e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -16382619.000000 Penalty: 5857.957031
	Iteration 5F: 3 clusters Score -1.638262e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -16386839.000000 Penalty: 5857.957031
	Iteration 6F: 3 clusters Score -1.638684e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -16390899.000000 Penalty: 5857.957031
	Iteration 7F: 3 clusters Score -1.63909e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -16393892.000000 Penalty: 5857.957031
	Iteration 8F: 3 clusters Score -1.639389e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -16395863.000000 Penalty: 5857.957031
	Iteration 9Q: 3 clusters Score -1.639586e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -16397212.000000 Penalty: 5857.957031
	Iteration 10Q: 3 clusters Score -1.639721e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -16398064.000000 Penalty: 5857.957031
	Iteration 11Q: 3 clusters Score -1.639806e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -16398734.000000 Penalty: 5857.957031
	Iteration 12Q: 3 clusters Score -1.639873e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -16399040.000000 Penalty: 5857.957031
	Iteration 13Q: 3 clusters Score -1.639904e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -16399280.000000 Penalty: 5857.957031
	Iteration 14Q: 3 clusters Score -1.639928e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 85551 members 
Entering Unmasked Estep 
Score: -16399491.000000 Penalty: 5857.957031
	Iteration 15Q: 3 clusters Score -1.639949e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -16399635.000000 Penalty: 5857.957031
	Iteration 16Q: 3 clusters Score -1.639964e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -16399818.000000 Penalty: 5857.957031
	Iteration 17Q: 3 clusters Score -1.639982e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -16400134.000000 Penalty: 5857.957031
	Iteration 18Q: 3 clusters Score -1.640013e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -16400515.000000 Penalty: 5857.957031
	Iteration 19Q: 3 clusters Score -1.640052e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -16401159.000000 Penalty: 5857.957031
	Iteration 20F: 3 clusters Score -1.640116e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 97545 members 
Entering Unmasked Estep 
Score: -16401899.000000 Penalty: 5857.957031
	Iteration 21Q: 3 clusters Score -1.64019e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -16402951.000000 Penalty: 5857.957031
	Iteration 22Q: 3 clusters Score -1.640295e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -16404536.000000 Penalty: 5857.957031
	Iteration 23Q: 3 clusters Score -1.640454e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -16406599.000000 Penalty: 5857.957031
	Iteration 24Q: 3 clusters Score -1.64066e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 114187 members 
Entering Unmasked Estep 
Score: -16409296.000000 Penalty: 5857.957031
	Iteration 25Q: 3 clusters Score -1.64093e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -16412299.000000 Penalty: 5857.957031
	Iteration 26Q: 3 clusters Score -1.64123e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -16415549.000000 Penalty: 5857.957031
	Iteration 27Q: 3 clusters Score -1.641555e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 127268 members 
Entering Unmasked Estep 
Score: -16418369.000000 Penalty: 5857.957031
	Iteration 28Q: 3 clusters Score -1.641837e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 129925 members 
Entering Unmasked Estep 
Score: -16420500.000000 Penalty: 5857.957031
	Iteration 29Q: 3 clusters Score -1.64205e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 131708 members 
Entering Unmasked Estep 
Score: -16421933.000000 Penalty: 5857.957031
	Iteration 30Q: 3 clusters Score -1.642193e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 132720 members 
Entering Unmasked Estep 
Score: -16422778.000000 Penalty: 5857.957031
	Iteration 31Q: 3 clusters Score -1.642278e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -16423279.000000 Penalty: 5857.957031
	Iteration 32Q: 3 clusters Score -1.642328e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
Score: -16423454.000000 Penalty: 5857.957031
	Iteration 33Q: 3 clusters Score -1.642345e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 133642 members 
Entering Unmasked Estep 
Score: -16423577.000000 Penalty: 5857.957031
	Iteration 34Q: 3 clusters Score -1.642358e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 133716 members 
Entering Unmasked Estep 
Score: -16423678.000000 Penalty: 5857.957031
	Iteration 35Q: 3 clusters Score -1.642368e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 133767 members 
Entering Unmasked Estep 
Score: -16423736.000000 Penalty: 5857.957031
	Iteration 36Q: 3 clusters Score -1.642374e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 133796 members 
Entering Unmasked Estep 
Score: -16423774.000000 Penalty: 5857.957031
	Iteration 37Q: 3 clusters Score -1.642377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 133823 members 
Entering Unmasked Estep 
Score: -16423808.000000 Penalty: 5857.957031
	Iteration 38Q: 3 clusters Score -1.642381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 133843 members 
Entering Unmasked Estep 
Score: -16423837.000000 Penalty: 5857.957031
	Iteration 39Q: 3 clusters Score -1.642384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -16423848.000000 Penalty: 5857.957031
	Iteration 40F: 3 clusters Score -1.642385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 133882 members 
Entering Unmasked Estep 
Score: -16423856.000000 Penalty: 5857.957031
	Iteration 41Q: 3 clusters Score -1.642386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 133892 members 
Entering Unmasked Estep 
Score: -16423859.000000 Penalty: 5857.957031
	Iteration 42Q: 3 clusters Score -1.642386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -16423897.000000 Penalty: 5857.957031
	Iteration 43Q: 3 clusters Score -1.64239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -16423901.000000 Penalty: 5857.957031
	Iteration 44Q: 3 clusters Score -1.64239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 133910 members 
Entering Unmasked Estep 
Score: -16423907.000000 Penalty: 5857.957031
	Iteration 45Q: 3 clusters Score -1.642391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 133916 members 
Entering Unmasked Estep 
Score: -16423909.000000 Penalty: 5857.957031
	Iteration 46Q: 3 clusters Score -1.642391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 133918 members 
Entering Unmasked Estep 
Score: -16423906.000000 Penalty: 5857.957031
	Iteration 47Q: 3 clusters Score -1.642391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -16423911.000000 Penalty: 5857.957031
	Iteration 48Q: 3 clusters Score -1.642391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -16423911.000000 Penalty: 5857.957031
	Iteration 49F: 3 clusters Score -1.642391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Entering Unmasked Estep 
Score: -2453699.500000 Penalty: 2455.208008
	Iteration 0F: 2 clusters Score -2453700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2439798.500000 Penalty: 4910.416016
	Iteration 0F: 3 clusters Score -2439798 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2444341.000000 Penalty: 4910.416016
	Iteration 1F: 3 clusters Score -2444341 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2444699.250000 Penalty: 4910.416016
	Iteration 2F: 3 clusters Score -2444699 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2445028.750000 Penalty: 4910.416016
	Iteration 3Q: 3 clusters Score -2445029 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2445334.750000 Penalty: 4910.416016
	Iteration 4Q: 3 clusters Score -2445335 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2445675.500000 Penalty: 4910.416016
	Iteration 5Q: 3 clusters Score -2445676 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2446050.750000 Penalty: 4910.416016
	Iteration 6Q: 3 clusters Score -2446051 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2446459.750000 Penalty: 4910.416016
	Iteration 7Q: 3 clusters Score -2446460 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2446886.250000 Penalty: 4910.416016
	Iteration 8Q: 3 clusters Score -2446886 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2447366.250000 Penalty: 4910.416016
	Iteration 9Q: 3 clusters Score -2447366 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2447858.750000 Penalty: 4910.416016
	Iteration 10Q: 3 clusters Score -2447859 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2448323.750000 Penalty: 4910.416016
	Iteration 11Q: 3 clusters Score -2448324 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2448721.250000 Penalty: 4910.416016
	Iteration 12Q: 3 clusters Score -2448721 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2449001.000000 Penalty: 4910.416016
	Iteration 13Q: 3 clusters Score -2449001 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2449205.750000 Penalty: 4910.416016
	Iteration 14Q: 3 clusters Score -2449206 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2449354.250000 Penalty: 4910.416016
	Iteration 15Q: 3 clusters Score -2449354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2449455.750000 Penalty: 4910.416016
	Iteration 16Q: 3 clusters Score -2449456 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2449558.000000 Penalty: 4910.416016
	Iteration 17Q: 3 clusters Score -2449558 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2449660.500000 Penalty: 4910.416016
	Iteration 18Q: 3 clusters Score -2449660 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2449725.500000 Penalty: 4910.416016
	Iteration 19Q: 3 clusters Score -2449726 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2449812.500000 Penalty: 4910.416016
	Iteration 20F: 3 clusters Score -2449812 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2449908.000000 Penalty: 4910.416016
	Iteration 21Q: 3 clusters Score -2449908 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2449988.000000 Penalty: 4910.416016
	Iteration 22Q: 3 clusters Score -2449988 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2450081.250000 Penalty: 4910.416016
	Iteration 23Q: 3 clusters Score -2450081 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2450160.250000 Penalty: 4910.416016
	Iteration 24Q: 3 clusters Score -2450160 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2450250.000000 Penalty: 4910.416016
	Iteration 25Q: 3 clusters Score -2450250 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2450340.500000 Penalty: 4910.416016
	Iteration 26Q: 3 clusters Score -2450340 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2450439.500000 Penalty: 4910.416016
	Iteration 27Q: 3 clusters Score -2450440 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2450524.750000 Penalty: 4910.416016
	Iteration 28Q: 3 clusters Score -2450525 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2450625.750000 Penalty: 4910.416016
	Iteration 29Q: 3 clusters Score -2450626 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2450735.500000 Penalty: 4910.416016
	Iteration 30Q: 3 clusters Score -2450736 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2450820.000000 Penalty: 4910.416016
	Iteration 31Q: 3 clusters Score -2450820 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2450910.000000 Penalty: 4910.416016
	Iteration 32Q: 3 clusters Score -2450910 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2450974.500000 Penalty: 4910.416016
	Iteration 33Q: 3 clusters Score -2450974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2451036.500000 Penalty: 4910.416016
	Iteration 34Q: 3 clusters Score -2451036 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2451100.000000 Penalty: 4910.416016
	Iteration 35Q: 3 clusters Score -2451100 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2451158.000000 Penalty: 4910.416016
	Iteration 36Q: 3 clusters Score -2451158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2451215.000000 Penalty: 4910.416016
	Iteration 37Q: 3 clusters Score -2451215 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2451267.750000 Penalty: 4910.416016
	Iteration 38Q: 3 clusters Score -2451268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2451311.250000 Penalty: 4910.416016
	Iteration 39Q: 3 clusters Score -2451311 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2451350.000000 Penalty: 4910.416016
	Iteration 40F: 3 clusters Score -2451350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2451383.500000 Penalty: 4910.416016
	Iteration 41Q: 3 clusters Score -2451384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2451402.250000 Penalty: 4910.416016
	Iteration 42Q: 3 clusters Score -2451402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2451417.750000 Penalty: 4910.416016
	Iteration 43Q: 3 clusters Score -2451418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2451437.000000 Penalty: 4910.416016
	Iteration 44Q: 3 clusters Score -2451437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2451453.000000 Penalty: 4910.416016
	Iteration 45Q: 3 clusters Score -2451453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2451459.750000 Penalty: 4910.416016
	Iteration 46Q: 3 clusters Score -2451460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2451470.250000 Penalty: 4910.416016
	Iteration 47Q: 3 clusters Score -2451470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2451487.250000 Penalty: 4910.416016
	Iteration 48Q: 3 clusters Score -2451487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2451494.500000 Penalty: 4910.416016
	Iteration 49Q: 3 clusters Score -2451494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2451499.250000 Penalty: 4910.416016
	Iteration 50Q: 3 clusters Score -2451499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2451507.500000 Penalty: 4910.416016
	Iteration 51Q: 3 clusters Score -2451508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2451509.250000 Penalty: 4910.416016
	Iteration 52Q: 3 clusters Score -2451509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2451508.500000 Penalty: 4910.416016
	Iteration 53Q: 3 clusters Score -2451508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2451513.000000 Penalty: 4910.416016
	Iteration 54Q: 3 clusters Score -2451513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2451513.500000 Penalty: 4910.416016
	Iteration 55Q: 3 clusters Score -2451514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2451512.500000 Penalty: 4910.416016
	Iteration 56Q: 3 clusters Score -2451512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2451513.000000 Penalty: 4910.416016
	Iteration 57Q: 3 clusters Score -2451513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2451512.250000 Penalty: 4910.416016
	Iteration 58Q: 3 clusters Score -2451512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2451516.500000 Penalty: 4910.416016
	Iteration 59Q: 3 clusters Score -2451516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2451518.250000 Penalty: 4910.416016
	Iteration 60F: 3 clusters Score -2451518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2451517.750000 Penalty: 4910.416016
	Iteration 61Q: 3 clusters Score -2451518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2451516.750000 Penalty: 4910.416016
	Iteration 62Q: 3 clusters Score -2451517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2451516.750000 Penalty: 4910.416016
	Iteration 63F: 3 clusters Score -2451517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Entering Unmasked Estep 
Score: -3525071.250000 Penalty: 2549.023682
	Iteration 0F: 2 clusters Score -3525071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3504977.000000 Penalty: 5098.047363
	Iteration 0F: 3 clusters Score -3504977 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3512045.000000 Penalty: 5098.047363
	Iteration 1F: 3 clusters Score -3512045 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3512517.000000 Penalty: 5098.047363
	Iteration 2Q: 3 clusters Score -3512517 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3512933.000000 Penalty: 5098.047363
	Iteration 3Q: 3 clusters Score -3512933 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3513342.000000 Penalty: 5098.047363
	Iteration 4Q: 3 clusters Score -3513342 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3513881.500000 Penalty: 5098.047363
	Iteration 5Q: 3 clusters Score -3513882 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3514609.000000 Penalty: 5098.047363
	Iteration 6F: 3 clusters Score -3514609 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3515705.500000 Penalty: 5098.047363
	Iteration 7F: 3 clusters Score -3515706 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3517186.000000 Penalty: 5098.047363
	Iteration 8F: 3 clusters Score -3517186 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3518931.500000 Penalty: 5098.047363
	Iteration 9F: 3 clusters Score -3518932 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3520540.500000 Penalty: 5098.047363
	Iteration 10F: 3 clusters Score -3520540 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3521660.500000 Penalty: 5098.047363
	Iteration 11Q: 3 clusters Score -3521660 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3522278.250000 Penalty: 5098.047363
	Iteration 12Q: 3 clusters Score -3522278 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3522556.750000 Penalty: 5098.047363
	Iteration 13Q: 3 clusters Score -3522557 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3522676.500000 Penalty: 5098.047363
	Iteration 14Q: 3 clusters Score -3522676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3522749.250000 Penalty: 5098.047363
	Iteration 15Q: 3 clusters Score -3522749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3522798.500000 Penalty: 5098.047363
	Iteration 16Q: 3 clusters Score -3522798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3522831.000000 Penalty: 5098.047363
	Iteration 17Q: 3 clusters Score -3522831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3522851.250000 Penalty: 5098.047363
	Iteration 18Q: 3 clusters Score -3522851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3522862.000000 Penalty: 5098.047363
	Iteration 19Q: 3 clusters Score -3522862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3522876.250000 Penalty: 5098.047363
	Iteration 20F: 3 clusters Score -3522876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3522890.000000 Penalty: 5098.047363
	Iteration 21Q: 3 clusters Score -3522890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3522898.250000 Penalty: 5098.047363
	Iteration 22Q: 3 clusters Score -3522898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3522902.250000 Penalty: 5098.047363
	Iteration 23Q: 3 clusters Score -3522902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3522902.500000 Penalty: 5098.047363
	Iteration 24Q: 3 clusters Score -3522902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3522907.250000 Penalty: 5098.047363
	Iteration 25Q: 3 clusters Score -3522907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3522907.250000 Penalty: 5098.047363
	Iteration 26F: 3 clusters Score -3522907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Entering Unmasked Estep 
Score: -992030.750000 Penalty: 2249.456543
	Iteration 0F: 2 clusters Score -992030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -985265.000000 Penalty: 4498.913086
	Iteration 0F: 3 clusters Score -985265 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -987262.937500 Penalty: 4498.913086
	Iteration 1F: 3 clusters Score -987262.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -987606.562500 Penalty: 4498.913086
	Iteration 2F: 3 clusters Score -987606.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -987869.437500 Penalty: 4498.913086
	Iteration 3F: 3 clusters Score -987869.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -988062.875000 Penalty: 4498.913086
	Iteration 4Q: 3 clusters Score -988062.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -988219.687500 Penalty: 4498.913086
	Iteration 5Q: 3 clusters Score -988219.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -988353.000000 Penalty: 4498.913086
	Iteration 6Q: 3 clusters Score -988353 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -988481.562500 Penalty: 4498.913086
	Iteration 7Q: 3 clusters Score -988481.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -988631.562500 Penalty: 4498.913086
	Iteration 8Q: 3 clusters Score -988631.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -988780.750000 Penalty: 4498.913086
	Iteration 9Q: 3 clusters Score -988780.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -988969.375000 Penalty: 4498.913086
	Iteration 10Q: 3 clusters Score -988969.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -989152.437500 Penalty: 4498.913086
	Iteration 11Q: 3 clusters Score -989152.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -989343.562500 Penalty: 4498.913086
	Iteration 12Q: 3 clusters Score -989343.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -989520.250000 Penalty: 4498.913086
	Iteration 13Q: 3 clusters Score -989520.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -989663.625000 Penalty: 4498.913086
	Iteration 14Q: 3 clusters Score -989663.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -989762.437500 Penalty: 4498.913086
	Iteration 15Q: 3 clusters Score -989762.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -989853.750000 Penalty: 4498.913086
	Iteration 16Q: 3 clusters Score -989853.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -989942.937500 Penalty: 4498.913086
	Iteration 17Q: 3 clusters Score -989942.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -990030.312500 Penalty: 4498.913086
	Iteration 18Q: 3 clusters Score -990030.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -990100.437500 Penalty: 4498.913086
	Iteration 19Q: 3 clusters Score -990100.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -990154.187500 Penalty: 4498.913086
	Iteration 20F: 3 clusters Score -990154.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -990201.250000 Penalty: 4498.913086
	Iteration 21Q: 3 clusters Score -990201.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -990236.125000 Penalty: 4498.913086
	Iteration 22Q: 3 clusters Score -990236.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -990259.250000 Penalty: 4498.913086
	Iteration 23Q: 3 clusters Score -990259.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -990274.375000 Penalty: 4498.913086
	Iteration 24Q: 3 clusters Score -990274.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -990289.187500 Penalty: 4498.913086
	Iteration 25Q: 3 clusters Score -990289.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -990311.000000 Penalty: 4498.913086
	Iteration 26Q: 3 clusters Score -990311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -990330.250000 Penalty: 4498.913086
	Iteration 27Q: 3 clusters Score -990330.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -990342.687500 Penalty: 4498.913086
	Iteration 28Q: 3 clusters Score -990342.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -990357.562500 Penalty: 4498.913086
	Iteration 29Q: 3 clusters Score -990357.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -990371.125000 Penalty: 4498.913086
	Iteration 30Q: 3 clusters Score -990371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -990381.250000 Penalty: 4498.913086
	Iteration 31Q: 3 clusters Score -990381.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -990391.187500 Penalty: 4498.913086
	Iteration 32Q: 3 clusters Score -990391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -990399.687500 Penalty: 4498.913086
	Iteration 33Q: 3 clusters Score -990399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -990401.687500 Penalty: 4498.913086
	Iteration 34Q: 3 clusters Score -990401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -990409.000000 Penalty: 4498.913086
	Iteration 35Q: 3 clusters Score -990409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -990411.375000 Penalty: 4498.913086
	Iteration 36Q: 3 clusters Score -990411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -990412.937500 Penalty: 4498.913086
	Iteration 37Q: 3 clusters Score -990412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -990415.500000 Penalty: 4498.913086
	Iteration 38Q: 3 clusters Score -990415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -990417.000000 Penalty: 4498.913086
	Iteration 39Q: 3 clusters Score -990417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -990418.687500 Penalty: 4498.913086
	Iteration 40F: 3 clusters Score -990418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -990424.000000 Penalty: 4498.913086
	Iteration 41Q: 3 clusters Score -990424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -990426.062500 Penalty: 4498.913086
	Iteration 42Q: 3 clusters Score -990426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -990426.125000 Penalty: 4498.913086
	Iteration 43Q: 3 clusters Score -990426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -990426.937500 Penalty: 4498.913086
	Iteration 44Q: 3 clusters Score -990426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -990429.250000 Penalty: 4498.913086
	Iteration 45Q: 3 clusters Score -990429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -990429.250000 Penalty: 4498.913086
	Iteration 46F: 3 clusters Score -990429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -326639.468750 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -326639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -323481.937500 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -323481.9 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324070.468750 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -324070.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -324214.812500 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -324214.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324313.250000 Penalty: 3944.671387
	Iteration 3Q: 3 clusters Score -324313.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -324385.187500 Penalty: 3944.671387
	Iteration 4Q: 3 clusters Score -324385.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -324453.000000 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -324453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -324507.656250 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -324507.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -324556.406250 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -324556.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -324596.562500 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -324596.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -324648.093750 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -324648.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -324703.343750 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -324703.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -324762.343750 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -324762.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -324803.156250 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -324803.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -324864.437500 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -324864.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -324932.812500 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -324932.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -325014.531250 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -325014.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -325111.312500 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -325111.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -325225.687500 Penalty: 3944.671387
	Iteration 17Q: 3 clusters Score -325225.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -325406.781250 Penalty: 3944.671387
	Iteration 18Q: 3 clusters Score -325406.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -325597.218750 Penalty: 3944.671387
	Iteration 19Q: 3 clusters Score -325597.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -325727.656250 Penalty: 3944.671387
	Iteration 20F: 3 clusters Score -325727.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -325792.781250 Penalty: 3944.671387
	Iteration 21Q: 3 clusters Score -325792.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -325823.062500 Penalty: 3944.671387
	Iteration 22Q: 3 clusters Score -325823.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -325845.437500 Penalty: 3944.671387
	Iteration 23Q: 3 clusters Score -325845.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -325860.000000 Penalty: 3944.671387
	Iteration 24Q: 3 clusters Score -325860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -325864.531250 Penalty: 3944.671387
	Iteration 25Q: 3 clusters Score -325864.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -325875.968750 Penalty: 3944.671387
	Iteration 26Q: 3 clusters Score -325876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -325882.843750 Penalty: 3944.671387
	Iteration 27Q: 3 clusters Score -325882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -325889.250000 Penalty: 3944.671387
	Iteration 28Q: 3 clusters Score -325889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -325893.062500 Penalty: 3944.671387
	Iteration 29Q: 3 clusters Score -325893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -325897.718750 Penalty: 3944.671387
	Iteration 30Q: 3 clusters Score -325897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -325907.000000 Penalty: 3944.671387
	Iteration 31Q: 3 clusters Score -325907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -325915.968750 Penalty: 3944.671387
	Iteration 32Q: 3 clusters Score -325916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -325921.062500 Penalty: 3944.671387
	Iteration 33Q: 3 clusters Score -325921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -325926.000000 Penalty: 3944.671387
	Iteration 34Q: 3 clusters Score -325926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -325930.500000 Penalty: 3944.671387
	Iteration 35Q: 3 clusters Score -325930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -325934.937500 Penalty: 3944.671387
	Iteration 36Q: 3 clusters Score -325934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -325938.437500 Penalty: 3944.671387
	Iteration 37Q: 3 clusters Score -325938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -325939.593750 Penalty: 3944.671387
	Iteration 38Q: 3 clusters Score -325939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -325940.843750 Penalty: 3944.671387
	Iteration 39Q: 3 clusters Score -325940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -325942.187500 Penalty: 3944.671387
	Iteration 40F: 3 clusters Score -325942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -325946.718750 Penalty: 3944.671387
	Iteration 41Q: 3 clusters Score -325946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -325957.093750 Penalty: 3944.671387
	Iteration 42Q: 3 clusters Score -325957.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -325966.500000 Penalty: 3944.671387
	Iteration 43Q: 3 clusters Score -325966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -325971.375000 Penalty: 3944.671387
	Iteration 44Q: 3 clusters Score -325971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -325973.625000 Penalty: 3944.671387
	Iteration 45Q: 3 clusters Score -325973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -325975.000000 Penalty: 3944.671387
	Iteration 46Q: 3 clusters Score -325975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -325977.187500 Penalty: 3944.671387
	Iteration 47Q: 3 clusters Score -325977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -325978.781250 Penalty: 3944.671387
	Iteration 48Q: 3 clusters Score -325978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -325979.656250 Penalty: 3944.671387
	Iteration 49Q: 3 clusters Score -325979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -325979.531250 Penalty: 3944.671387
	Iteration 50Q: 3 clusters Score -325979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -325979.531250 Penalty: 3944.671387
	Iteration 51F: 3 clusters Score -325979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Entering Unmasked Estep 
Score: -3676651.750000 Penalty: 2556.264404
	Iteration 0F: 2 clusters Score -3676652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3656064.500000 Penalty: 5112.528809
	Iteration 0F: 3 clusters Score -3656064 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3663383.250000 Penalty: 5112.528809
	Iteration 1F: 3 clusters Score -3663383 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3663844.250000 Penalty: 5112.528809
	Iteration 2Q: 3 clusters Score -3663844 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3664210.000000 Penalty: 5112.528809
	Iteration 3Q: 3 clusters Score -3664210 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3664501.500000 Penalty: 5112.528809
	Iteration 4Q: 3 clusters Score -3664502 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3664780.250000 Penalty: 5112.528809
	Iteration 5Q: 3 clusters Score -3664780 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3664989.250000 Penalty: 5112.528809
	Iteration 6Q: 3 clusters Score -3664989 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3665217.250000 Penalty: 5112.528809
	Iteration 7Q: 3 clusters Score -3665217 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3665500.000000 Penalty: 5112.528809
	Iteration 8Q: 3 clusters Score -3665500 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3665829.500000 Penalty: 5112.528809
	Iteration 9Q: 3 clusters Score -3665830 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3666291.500000 Penalty: 5112.528809
	Iteration 10Q: 3 clusters Score -3666292 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3666875.000000 Penalty: 5112.528809
	Iteration 11Q: 3 clusters Score -3666875 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3667684.250000 Penalty: 5112.528809
	Iteration 12Q: 3 clusters Score -3667684 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3668618.500000 Penalty: 5112.528809
	Iteration 13Q: 3 clusters Score -3668618 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3669562.250000 Penalty: 5112.528809
	Iteration 14Q: 3 clusters Score -3669562 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3670350.250000 Penalty: 5112.528809
	Iteration 15Q: 3 clusters Score -3670350 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3671029.750000 Penalty: 5112.528809
	Iteration 16Q: 3 clusters Score -3671030 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3671552.000000 Penalty: 5112.528809
	Iteration 17Q: 3 clusters Score -3671552 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3671997.750000 Penalty: 5112.528809
	Iteration 18Q: 3 clusters Score -3671998 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3672423.000000 Penalty: 5112.528809
	Iteration 19Q: 3 clusters Score -3672423 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3672794.750000 Penalty: 5112.528809
	Iteration 20F: 3 clusters Score -3672795 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3673164.000000 Penalty: 5112.528809
	Iteration 21Q: 3 clusters Score -3673164 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3673498.000000 Penalty: 5112.528809
	Iteration 22Q: 3 clusters Score -3673498 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3673736.750000 Penalty: 5112.528809
	Iteration 23Q: 3 clusters Score -3673737 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3673931.750000 Penalty: 5112.528809
	Iteration 24Q: 3 clusters Score -3673932 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3674058.500000 Penalty: 5112.528809
	Iteration 25Q: 3 clusters Score -3674058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3674174.750000 Penalty: 5112.528809
	Iteration 26Q: 3 clusters Score -3674175 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3674241.000000 Penalty: 5112.528809
	Iteration 27Q: 3 clusters Score -3674241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3674280.750000 Penalty: 5112.528809
	Iteration 28Q: 3 clusters Score -3674281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3674310.250000 Penalty: 5112.528809
	Iteration 29Q: 3 clusters Score -3674310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -3674336.250000 Penalty: 5112.528809
	Iteration 30Q: 3 clusters Score -3674336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3674354.750000 Penalty: 5112.528809
	Iteration 31Q: 3 clusters Score -3674355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3674359.250000 Penalty: 5112.528809
	Iteration 32Q: 3 clusters Score -3674359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3674374.000000 Penalty: 5112.528809
	Iteration 33Q: 3 clusters Score -3674374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3674381.500000 Penalty: 5112.528809
	Iteration 34Q: 3 clusters Score -3674382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3674389.000000 Penalty: 5112.528809
	Iteration 35Q: 3 clusters Score -3674389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -3674396.000000 Penalty: 5112.528809
	Iteration 36Q: 3 clusters Score -3674396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3674403.750000 Penalty: 5112.528809
	Iteration 37Q: 3 clusters Score -3674404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -3674409.250000 Penalty: 5112.528809
	Iteration 38Q: 3 clusters Score -3674409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3674423.000000 Penalty: 5112.528809
	Iteration 39Q: 3 clusters Score -3674423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3674429.000000 Penalty: 5112.528809
	Iteration 40F: 3 clusters Score -3674429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3674439.750000 Penalty: 5112.528809
	Iteration 41Q: 3 clusters Score -3674440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3674440.750000 Penalty: 5112.528809
	Iteration 42Q: 3 clusters Score -3674441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3674440.750000 Penalty: 5112.528809
	Iteration 43F: 3 clusters Score -3674441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168327 members 
Entering Unmasked Estep 
Score: -20793204.000000 Penalty: 2984.348633
	Iteration 0F: 2 clusters Score -2.07932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -20682350.000000 Penalty: 5968.697266
	Iteration 0F: 3 clusters Score -2.068235e+07 nChanged 80548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -20729988.000000 Penalty: 5968.697266
	Iteration 1F: 3 clusters Score -2.072999e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -20731776.000000 Penalty: 5968.697266
	Iteration 2Q: 3 clusters Score -2.073178e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -20734194.000000 Penalty: 5968.697266
	Iteration 3Q: 3 clusters Score -2.073419e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -20738036.000000 Penalty: 5968.697266
	Iteration 4Q: 3 clusters Score -2.073804e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -20744280.000000 Penalty: 5968.697266
	Iteration 5F: 3 clusters Score -2.074428e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -20753748.000000 Penalty: 5968.697266
	Iteration 6F: 3 clusters Score -2.075375e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -20765620.000000 Penalty: 5968.697266
	Iteration 7F: 3 clusters Score -2.076562e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -20775158.000000 Penalty: 5968.697266
	Iteration 8F: 3 clusters Score -2.077516e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -20779432.000000 Penalty: 5968.697266
	Iteration 9F: 3 clusters Score -2.077943e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -20781522.000000 Penalty: 5968.697266
	Iteration 10Q: 3 clusters Score -2.078152e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -20783112.000000 Penalty: 5968.697266
	Iteration 11Q: 3 clusters Score -2.078311e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -20784252.000000 Penalty: 5968.697266
	Iteration 12Q: 3 clusters Score -2.078425e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -20785034.000000 Penalty: 5968.697266
	Iteration 13Q: 3 clusters Score -2.078503e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -20785596.000000 Penalty: 5968.697266
	Iteration 14Q: 3 clusters Score -2.07856e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -20786054.000000 Penalty: 5968.697266
	Iteration 15Q: 3 clusters Score -2.078605e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -20786240.000000 Penalty: 5968.697266
	Iteration 16Q: 3 clusters Score -2.078624e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -20786366.000000 Penalty: 5968.697266
	Iteration 17Q: 3 clusters Score -2.078637e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -20786436.000000 Penalty: 5968.697266
	Iteration 18Q: 3 clusters Score -2.078644e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -20786586.000000 Penalty: 5968.697266
	Iteration 19Q: 3 clusters Score -2.078659e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -20786694.000000 Penalty: 5968.697266
	Iteration 20F: 3 clusters Score -2.078669e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -20786712.000000 Penalty: 5968.697266
	Iteration 21Q: 3 clusters Score -2.078671e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -20786764.000000 Penalty: 5968.697266
	Iteration 22Q: 3 clusters Score -2.078676e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 93128 members 
Entering Unmasked Estep 
Score: -20786798.000000 Penalty: 5968.697266
	Iteration 23Q: 3 clusters Score -2.07868e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -20786940.000000 Penalty: 5968.697266
	Iteration 24Q: 3 clusters Score -2.078694e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -20786954.000000 Penalty: 5968.697266
	Iteration 25Q: 3 clusters Score -2.078695e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -20786996.000000 Penalty: 5968.697266
	Iteration 26Q: 3 clusters Score -2.0787e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -20786924.000000 Penalty: 5968.697266
	Iteration 27Q: 3 clusters Score -2.078692e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -20786950.000000 Penalty: 5968.697266
	Iteration 28Q: 3 clusters Score -2.078695e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -20786956.000000 Penalty: 5968.697266
	Iteration 29Q: 3 clusters Score -2.078696e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -20787036.000000 Penalty: 5968.697266
	Iteration 30Q: 3 clusters Score -2.078704e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -20787074.000000 Penalty: 5968.697266
	Iteration 31Q: 3 clusters Score -2.078707e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -20787100.000000 Penalty: 5968.697266
	Iteration 32Q: 3 clusters Score -2.07871e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -20787110.000000 Penalty: 5968.697266
	Iteration 33Q: 3 clusters Score -2.078711e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -20787104.000000 Penalty: 5968.697266
	Iteration 34Q: 3 clusters Score -2.07871e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -20787104.000000 Penalty: 5968.697266
	Iteration 35Q: 3 clusters Score -2.07871e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -20787130.000000 Penalty: 5968.697266
	Iteration 36Q: 3 clusters Score -2.078713e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -20787168.000000 Penalty: 5968.697266
	Iteration 37Q: 3 clusters Score -2.078717e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -20787226.000000 Penalty: 5968.697266
	Iteration 38Q: 3 clusters Score -2.078723e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -20787214.000000 Penalty: 5968.697266
	Iteration 39Q: 3 clusters Score -2.078721e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -20787252.000000 Penalty: 5968.697266
	Iteration 40F: 3 clusters Score -2.078725e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -20787264.000000 Penalty: 5968.697266
	Iteration 41Q: 3 clusters Score -2.078726e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -20787256.000000 Penalty: 5968.697266
	Iteration 42Q: 3 clusters Score -2.078726e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -20787236.000000 Penalty: 5968.697266
	Iteration 43Q: 3 clusters Score -2.078724e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -20787246.000000 Penalty: 5968.697266
	Iteration 44Q: 3 clusters Score -2.078725e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -20787226.000000 Penalty: 5968.697266
	Iteration 45Q: 3 clusters Score -2.078723e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -20787232.000000 Penalty: 5968.697266
	Iteration 46Q: 3 clusters Score -2.078723e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -20787344.000000 Penalty: 5968.697266
	Iteration 47Q: 3 clusters Score -2.078734e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -20787380.000000 Penalty: 5968.697266
	Iteration 48Q: 3 clusters Score -2.078738e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -20787442.000000 Penalty: 5968.697266
	Iteration 49Q: 3 clusters Score -2.078744e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 109452 members 
Entering Unmasked Estep 
Score: -20787526.000000 Penalty: 5968.697266
	Iteration 50Q: 3 clusters Score -2.078753e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -20787458.000000 Penalty: 5968.697266
	Iteration 51Q: 3 clusters Score -2.078746e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -20787506.000000 Penalty: 5968.697266
	Iteration 52Q: 3 clusters Score -2.078751e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 111766 members 
Entering Unmasked Estep 
Score: -20787540.000000 Penalty: 5968.697266
	Iteration 53Q: 3 clusters Score -2.078754e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -20787614.000000 Penalty: 5968.697266
	Iteration 54Q: 3 clusters Score -2.078761e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -20787666.000000 Penalty: 5968.697266
	Iteration 55Q: 3 clusters Score -2.078767e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -20787816.000000 Penalty: 5968.697266
	Iteration 56Q: 3 clusters Score -2.078782e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -20787840.000000 Penalty: 5968.697266
	Iteration 57Q: 3 clusters Score -2.078784e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -20787758.000000 Penalty: 5968.697266
	Iteration 58Q: 3 clusters Score -2.078776e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 116371 members 
Entering Unmasked Estep 
Score: -20787746.000000 Penalty: 5968.697266
	Iteration 59Q: 3 clusters Score -2.078775e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 117152 members 
Entering Unmasked Estep 
Score: -20787788.000000 Penalty: 5968.697266
	Iteration 60F: 3 clusters Score -2.078779e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 117968 members 
Entering Unmasked Estep 
Score: -20787884.000000 Penalty: 5968.697266
	Iteration 61Q: 3 clusters Score -2.078788e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -20787876.000000 Penalty: 5968.697266
	Iteration 62Q: 3 clusters Score -2.078788e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 119541 members 
Entering Unmasked Estep 
Score: -20787896.000000 Penalty: 5968.697266
	Iteration 63Q: 3 clusters Score -2.07879e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -20787958.000000 Penalty: 5968.697266
	Iteration 64Q: 3 clusters Score -2.078796e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 121060 members 
Entering Unmasked Estep 
Score: -20788020.000000 Penalty: 5968.697266
	Iteration 65Q: 3 clusters Score -2.078802e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -20788144.000000 Penalty: 5968.697266
	Iteration 66Q: 3 clusters Score -2.078814e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 122549 members 
Entering Unmasked Estep 
Score: -20788260.000000 Penalty: 5968.697266
	Iteration 67Q: 3 clusters Score -2.078826e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -20788190.000000 Penalty: 5968.697266
	Iteration 68Q: 3 clusters Score -2.078819e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -20788296.000000 Penalty: 5968.697266
	Iteration 69Q: 3 clusters Score -2.07883e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -20788384.000000 Penalty: 5968.697266
	Iteration 70Q: 3 clusters Score -2.078838e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 125698 members 
Entering Unmasked Estep 
Score: -20788456.000000 Penalty: 5968.697266
	Iteration 71Q: 3 clusters Score -2.078846e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 126454 members 
Entering Unmasked Estep 
Score: -20788574.000000 Penalty: 5968.697266
	Iteration 72Q: 3 clusters Score -2.078857e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -20788642.000000 Penalty: 5968.697266
	Iteration 73Q: 3 clusters Score -2.078864e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 127895 members 
Entering Unmasked Estep 
Score: -20788684.000000 Penalty: 5968.697266
	Iteration 74Q: 3 clusters Score -2.078868e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -20788776.000000 Penalty: 5968.697266
	Iteration 75Q: 3 clusters Score -2.078878e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -20788894.000000 Penalty: 5968.697266
	Iteration 76Q: 3 clusters Score -2.078889e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -20788920.000000 Penalty: 5968.697266
	Iteration 77Q: 3 clusters Score -2.078892e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 130674 members 
Entering Unmasked Estep 
Score: -20789004.000000 Penalty: 5968.697266
	Iteration 78Q: 3 clusters Score -2.0789e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 131394 members 
Entering Unmasked Estep 
Score: -20789126.000000 Penalty: 5968.697266
	Iteration 79Q: 3 clusters Score -2.078913e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 132112 members 
Entering Unmasked Estep 
Score: -20789152.000000 Penalty: 5968.697266
	Iteration 80F: 3 clusters Score -2.078915e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 132823 members 
Entering Unmasked Estep 
Score: -20789168.000000 Penalty: 5968.697266
	Iteration 81Q: 3 clusters Score -2.078917e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 133566 members 
Entering Unmasked Estep 
Score: -20789292.000000 Penalty: 5968.697266
	Iteration 82Q: 3 clusters Score -2.078929e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -20789318.000000 Penalty: 5968.697266
	Iteration 83Q: 3 clusters Score -2.078932e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -20789392.000000 Penalty: 5968.697266
	Iteration 84Q: 3 clusters Score -2.078939e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -20789452.000000 Penalty: 5968.697266
	Iteration 85Q: 3 clusters Score -2.078945e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -20789456.000000 Penalty: 5968.697266
	Iteration 86Q: 3 clusters Score -2.078946e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 137139 members 
Entering Unmasked Estep 
Score: -20789508.000000 Penalty: 5968.697266
	Iteration 87Q: 3 clusters Score -2.078951e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -20789612.000000 Penalty: 5968.697266
	Iteration 88Q: 3 clusters Score -2.078961e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 138644 members 
Entering Unmasked Estep 
Score: -20789588.000000 Penalty: 5968.697266
	Iteration 89Q: 3 clusters Score -2.078959e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -20789684.000000 Penalty: 5968.697266
	Iteration 90Q: 3 clusters Score -2.078968e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 140272 members 
Entering Unmasked Estep 
Score: -20789702.000000 Penalty: 5968.697266
	Iteration 91Q: 3 clusters Score -2.07897e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -20789740.000000 Penalty: 5968.697266
	Iteration 92Q: 3 clusters Score -2.078974e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 141916 members 
Entering Unmasked Estep 
Score: -20789810.000000 Penalty: 5968.697266
	Iteration 93Q: 3 clusters Score -2.078981e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 142691 members 
Entering Unmasked Estep 
Score: -20789922.000000 Penalty: 5968.697266
	Iteration 94Q: 3 clusters Score -2.078992e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -20789978.000000 Penalty: 5968.697266
	Iteration 95Q: 3 clusters Score -2.078998e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 144188 members 
Entering Unmasked Estep 
Score: -20790044.000000 Penalty: 5968.697266
	Iteration 96Q: 3 clusters Score -2.079004e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -20790048.000000 Penalty: 5968.697266
	Iteration 97Q: 3 clusters Score -2.079005e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 145592 members 
Entering Unmasked Estep 
Score: -20790132.000000 Penalty: 5968.697266
	Iteration 98Q: 3 clusters Score -2.079013e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 146296 members 
Entering Unmasked Estep 
Score: -20790178.000000 Penalty: 5968.697266
	Iteration 99Q: 3 clusters Score -2.079018e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 147009 members 
Entering Unmasked Estep 
Score: -20790260.000000 Penalty: 5968.697266
	Iteration 100F: 3 clusters Score -2.079026e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -20790270.000000 Penalty: 5968.697266
	Iteration 101Q: 3 clusters Score -2.079027e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -20790420.000000 Penalty: 5968.697266
	Iteration 102Q: 3 clusters Score -2.079042e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 149106 members 
Entering Unmasked Estep 
Score: -20790442.000000 Penalty: 5968.697266
	Iteration 103Q: 3 clusters Score -2.079044e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -20790502.000000 Penalty: 5968.697266
	Iteration 104Q: 3 clusters Score -2.07905e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 150462 members 
Entering Unmasked Estep 
Score: -20790508.000000 Penalty: 5968.697266
	Iteration 105Q: 3 clusters Score -2.079051e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -20790586.000000 Penalty: 5968.697266
	Iteration 106Q: 3 clusters Score -2.079059e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -20790606.000000 Penalty: 5968.697266
	Iteration 107Q: 3 clusters Score -2.079061e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -20790736.000000 Penalty: 5968.697266
	Iteration 108Q: 3 clusters Score -2.079074e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 153250 members 
Entering Unmasked Estep 
Score: -20790822.000000 Penalty: 5968.697266
	Iteration 109Q: 3 clusters Score -2.079082e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -20791008.000000 Penalty: 5968.697266
	Iteration 110Q: 3 clusters Score -2.079101e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -20790970.000000 Penalty: 5968.697266
	Iteration 111Q: 3 clusters Score -2.079097e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -20791016.000000 Penalty: 5968.697266
	Iteration 112Q: 3 clusters Score -2.079102e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 155716 members 
Entering Unmasked Estep 
Score: -20791084.000000 Penalty: 5968.697266
	Iteration 113Q: 3 clusters Score -2.079108e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -20791134.000000 Penalty: 5968.697266
	Iteration 114Q: 3 clusters Score -2.079113e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -20791194.000000 Penalty: 5968.697266
	Iteration 115Q: 3 clusters Score -2.079119e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 157348 members 
Entering Unmasked Estep 
Score: -20791220.000000 Penalty: 5968.697266
	Iteration 116Q: 3 clusters Score -2.079122e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -20791264.000000 Penalty: 5968.697266
	Iteration 117Q: 3 clusters Score -2.079126e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 158255 members 
Entering Unmasked Estep 
Score: -20791310.000000 Penalty: 5968.697266
	Iteration 118Q: 3 clusters Score -2.079131e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -20791326.000000 Penalty: 5968.697266
	Iteration 119Q: 3 clusters Score -2.079133e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 159016 members 
Entering Unmasked Estep 
Score: -20791380.000000 Penalty: 5968.697266
	Iteration 120F: 3 clusters Score -2.079138e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 159367 members 
Entering Unmasked Estep 
Score: -20791394.000000 Penalty: 5968.697266
	Iteration 121Q: 3 clusters Score -2.079139e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -20791414.000000 Penalty: 5968.697266
	Iteration 122Q: 3 clusters Score -2.079141e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -20791442.000000 Penalty: 5968.697266
	Iteration 123Q: 3 clusters Score -2.079144e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -20791396.000000 Penalty: 5968.697266
	Iteration 124Q: 3 clusters Score -2.07914e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 160669 members 
Entering Unmasked Estep 
Score: -20791412.000000 Penalty: 5968.697266
	Iteration 125Q: 3 clusters Score -2.079141e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 160964 members 
Entering Unmasked Estep 
Score: -20791530.000000 Penalty: 5968.697266
	Iteration 126Q: 3 clusters Score -2.079153e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -20791548.000000 Penalty: 5968.697266
	Iteration 127Q: 3 clusters Score -2.079155e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 161491 members 
Entering Unmasked Estep 
Score: -20791518.000000 Penalty: 5968.697266
	Iteration 128Q: 3 clusters Score -2.079152e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -20791514.000000 Penalty: 5968.697266
	Iteration 129Q: 3 clusters Score -2.079151e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 161957 members 
Entering Unmasked Estep 
Score: -20791484.000000 Penalty: 5968.697266
	Iteration 130Q: 3 clusters Score -2.079148e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -20791590.000000 Penalty: 5968.697266
	Iteration 131Q: 3 clusters Score -2.079159e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 162365 members 
Entering Unmasked Estep 
Score: -20791602.000000 Penalty: 5968.697266
	Iteration 132Q: 3 clusters Score -2.07916e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 162554 members 
Entering Unmasked Estep 
Score: -20791634.000000 Penalty: 5968.697266
	Iteration 133Q: 3 clusters Score -2.079163e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 162754 members 
Entering Unmasked Estep 
Score: -20791664.000000 Penalty: 5968.697266
	Iteration 134Q: 3 clusters Score -2.079166e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -20791622.000000 Penalty: 5968.697266
	Iteration 135Q: 3 clusters Score -2.079162e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -20791624.000000 Penalty: 5968.697266
	Iteration 136Q: 3 clusters Score -2.079162e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 163241 members 
Entering Unmasked Estep 
Score: -20791614.000000 Penalty: 5968.697266
	Iteration 137Q: 3 clusters Score -2.079161e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -20791602.000000 Penalty: 5968.697266
	Iteration 138Q: 3 clusters Score -2.07916e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 163524 members 
Entering Unmasked Estep 
Score: -20791658.000000 Penalty: 5968.697266
	Iteration 139Q: 3 clusters Score -2.079166e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -20791708.000000 Penalty: 5968.697266
	Iteration 140F: 3 clusters Score -2.079171e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 163766 members 
Entering Unmasked Estep 
Score: -20791718.000000 Penalty: 5968.697266
	Iteration 141Q: 3 clusters Score -2.079172e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -20791722.000000 Penalty: 5968.697266
	Iteration 142Q: 3 clusters Score -2.079172e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 163984 members 
Entering Unmasked Estep 
Score: -20791690.000000 Penalty: 5968.697266
	Iteration 143Q: 3 clusters Score -2.079169e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -20791696.000000 Penalty: 5968.697266
	Iteration 144Q: 3 clusters Score -2.07917e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -20791722.000000 Penalty: 5968.697266
	Iteration 145Q: 3 clusters Score -2.079172e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 164261 members 
Entering Unmasked Estep 
Score: -20791752.000000 Penalty: 5968.697266
	Iteration 146Q: 3 clusters Score -2.079175e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -20791746.000000 Penalty: 5968.697266
	Iteration 147Q: 3 clusters Score -2.079175e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
Score: -20791760.000000 Penalty: 5968.697266
	Iteration 148Q: 3 clusters Score -2.079176e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 164441 members 
Entering Unmasked Estep 
Score: -20791762.000000 Penalty: 5968.697266
	Iteration 149Q: 3 clusters Score -2.079176e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 164495 members 
Entering Unmasked Estep 
Score: -20791806.000000 Penalty: 5968.697266
	Iteration 150Q: 3 clusters Score -2.079181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -20791816.000000 Penalty: 5968.697266
	Iteration 151Q: 3 clusters Score -2.079182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 164575 members 
Entering Unmasked Estep 
Score: -20791760.000000 Penalty: 5968.697266
	Iteration 152Q: 3 clusters Score -2.079176e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -20791782.000000 Penalty: 5968.697266
	Iteration 153Q: 3 clusters Score -2.079178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 164655 members 
Entering Unmasked Estep 
Score: -20791810.000000 Penalty: 5968.697266
	Iteration 154Q: 3 clusters Score -2.079181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 164683 members 
Entering Unmasked Estep 
Score: -20791810.000000 Penalty: 5968.697266
	Iteration 155Q: 3 clusters Score -2.079181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 164708 members 
Entering Unmasked Estep 
Score: -20791798.000000 Penalty: 5968.697266
	Iteration 156Q: 3 clusters Score -2.07918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 164721 members 
Entering Unmasked Estep 
Score: -20791800.000000 Penalty: 5968.697266
	Iteration 157Q: 3 clusters Score -2.07918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 164731 members 
Entering Unmasked Estep 
Score: -20791782.000000 Penalty: 5968.697266
	Iteration 158Q: 3 clusters Score -2.079178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 164739 members 
Entering Unmasked Estep 
Score: -20791764.000000 Penalty: 5968.697266
	Iteration 159Q: 3 clusters Score -2.079176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 164747 members 
Entering Unmasked Estep 
Score: -20791790.000000 Penalty: 5968.697266
	Iteration 160F: 3 clusters Score -2.079179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 164762 members 
Entering Unmasked Estep 
Score: -20791790.000000 Penalty: 5968.697266
	Iteration 161Q: 3 clusters Score -2.079179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 164772 members 
Entering Unmasked Estep 
Score: -20791786.000000 Penalty: 5968.697266
	Iteration 162Q: 3 clusters Score -2.079179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -20791800.000000 Penalty: 5968.697266
	Iteration 163Q: 3 clusters Score -2.07918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -20791790.000000 Penalty: 5968.697266
	Iteration 164Q: 3 clusters Score -2.079179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -20791790.000000 Penalty: 5968.697266
	Iteration 165F: 3 clusters Score -2.079179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Entering Unmasked Estep 
Score: -1226351.500000 Penalty: 2284.709473
	Iteration 0F: 2 clusters Score -1226352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1218677.000000 Penalty: 4569.418945
	Iteration 0F: 3 clusters Score -1218677 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1221082.500000 Penalty: 4569.418945
	Iteration 1F: 3 clusters Score -1221082 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1221643.875000 Penalty: 4569.418945
	Iteration 2F: 3 clusters Score -1221644 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1222310.500000 Penalty: 4569.418945
	Iteration 3F: 3 clusters Score -1222310 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1222966.000000 Penalty: 4569.418945
	Iteration 4F: 3 clusters Score -1222966 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1223492.250000 Penalty: 4569.418945
	Iteration 5F: 3 clusters Score -1223492 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1223862.750000 Penalty: 4569.418945
	Iteration 6F: 3 clusters Score -1223863 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1224077.750000 Penalty: 4569.418945
	Iteration 7Q: 3 clusters Score -1224078 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1224230.875000 Penalty: 4569.418945
	Iteration 8Q: 3 clusters Score -1224231 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1224342.000000 Penalty: 4569.418945
	Iteration 9Q: 3 clusters Score -1224342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1224414.125000 Penalty: 4569.418945
	Iteration 10Q: 3 clusters Score -1224414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1224454.375000 Penalty: 4569.418945
	Iteration 11Q: 3 clusters Score -1224454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1224490.375000 Penalty: 4569.418945
	Iteration 12Q: 3 clusters Score -1224490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1224511.625000 Penalty: 4569.418945
	Iteration 13Q: 3 clusters Score -1224512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1224535.000000 Penalty: 4569.418945
	Iteration 14Q: 3 clusters Score -1224535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1224560.125000 Penalty: 4569.418945
	Iteration 15Q: 3 clusters Score -1224560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1224580.125000 Penalty: 4569.418945
	Iteration 16Q: 3 clusters Score -1224580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1224589.375000 Penalty: 4569.418945
	Iteration 17Q: 3 clusters Score -1224589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1224601.625000 Penalty: 4569.418945
	Iteration 18Q: 3 clusters Score -1224602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1224616.250000 Penalty: 4569.418945
	Iteration 19Q: 3 clusters Score -1224616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1224623.375000 Penalty: 4569.418945
	Iteration 20F: 3 clusters Score -1224623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1224634.875000 Penalty: 4569.418945
	Iteration 21Q: 3 clusters Score -1224635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1224639.625000 Penalty: 4569.418945
	Iteration 22Q: 3 clusters Score -1224640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1224646.875000 Penalty: 4569.418945
	Iteration 23Q: 3 clusters Score -1224647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1224654.500000 Penalty: 4569.418945
	Iteration 24Q: 3 clusters Score -1224654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1224663.875000 Penalty: 4569.418945
	Iteration 25Q: 3 clusters Score -1224664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1224671.125000 Penalty: 4569.418945
	Iteration 26Q: 3 clusters Score -1224671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1224678.375000 Penalty: 4569.418945
	Iteration 27Q: 3 clusters Score -1224678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1224684.250000 Penalty: 4569.418945
	Iteration 28Q: 3 clusters Score -1224684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1224687.750000 Penalty: 4569.418945
	Iteration 29Q: 3 clusters Score -1224688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1224693.000000 Penalty: 4569.418945
	Iteration 30Q: 3 clusters Score -1224693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1224694.250000 Penalty: 4569.418945
	Iteration 31Q: 3 clusters Score -1224694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1224695.750000 Penalty: 4569.418945
	Iteration 32Q: 3 clusters Score -1224696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1224695.250000 Penalty: 4569.418945
	Iteration 33Q: 3 clusters Score -1224695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1224698.000000 Penalty: 4569.418945
	Iteration 34Q: 3 clusters Score -1224698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1224702.250000 Penalty: 4569.418945
	Iteration 35Q: 3 clusters Score -1224702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1224703.375000 Penalty: 4569.418945
	Iteration 36Q: 3 clusters Score -1224703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1224703.875000 Penalty: 4569.418945
	Iteration 37Q: 3 clusters Score -1224704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1224703.250000 Penalty: 4569.418945
	Iteration 38Q: 3 clusters Score -1224703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1224702.625000 Penalty: 4569.418945
	Iteration 39Q: 3 clusters Score -1224703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1224703.625000 Penalty: 4569.418945
	Iteration 40F: 3 clusters Score -1224704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1224701.625000 Penalty: 4569.418945
	Iteration 41Q: 3 clusters Score -1224702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1224701.625000 Penalty: 4569.418945
	Iteration 42F: 3 clusters Score -1224702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Entering Unmasked Estep 
Score: -4315951.000000 Penalty: 2594.296387
	Iteration 0F: 2 clusters Score -4315951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4291905.500000 Penalty: 5188.592773
	Iteration 0F: 3 clusters Score -4291906 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4300829.000000 Penalty: 5188.592773
	Iteration 1F: 3 clusters Score -4300829 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4301553.500000 Penalty: 5188.592773
	Iteration 2F: 3 clusters Score -4301554 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4302572.000000 Penalty: 5188.592773
	Iteration 3F: 3 clusters Score -4302572 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4303991.000000 Penalty: 5188.592773
	Iteration 4F: 3 clusters Score -4303991 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4306050.000000 Penalty: 5188.592773
	Iteration 5F: 3 clusters Score -4306050 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4308617.500000 Penalty: 5188.592773
	Iteration 6F: 3 clusters Score -4308618 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4310959.500000 Penalty: 5188.592773
	Iteration 7F: 3 clusters Score -4310960 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4312349.500000 Penalty: 5188.592773
	Iteration 8Q: 3 clusters Score -4312350 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4313037.500000 Penalty: 5188.592773
	Iteration 9Q: 3 clusters Score -4313038 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4313424.000000 Penalty: 5188.592773
	Iteration 10Q: 3 clusters Score -4313424 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4313595.000000 Penalty: 5188.592773
	Iteration 11Q: 3 clusters Score -4313595 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4313714.500000 Penalty: 5188.592773
	Iteration 12Q: 3 clusters Score -4313714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4313759.000000 Penalty: 5188.592773
	Iteration 13Q: 3 clusters Score -4313759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4313797.000000 Penalty: 5188.592773
	Iteration 14Q: 3 clusters Score -4313797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4313814.500000 Penalty: 5188.592773
	Iteration 15Q: 3 clusters Score -4313814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4313840.500000 Penalty: 5188.592773
	Iteration 16Q: 3 clusters Score -4313840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4313843.000000 Penalty: 5188.592773
	Iteration 17Q: 3 clusters Score -4313843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4313854.000000 Penalty: 5188.592773
	Iteration 18Q: 3 clusters Score -4313854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4313861.000000 Penalty: 5188.592773
	Iteration 19Q: 3 clusters Score -4313861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4313864.500000 Penalty: 5188.592773
	Iteration 20F: 3 clusters Score -4313864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4313868.000000 Penalty: 5188.592773
	Iteration 21Q: 3 clusters Score -4313868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4313880.000000 Penalty: 5188.592773
	Iteration 22Q: 3 clusters Score -4313880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4313876.000000 Penalty: 5188.592773
	Iteration 23Q: 3 clusters Score -4313876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4313877.000000 Penalty: 5188.592773
	Iteration 24Q: 3 clusters Score -4313877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4313877.500000 Penalty: 5188.592773
	Iteration 25Q: 3 clusters Score -4313878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4313881.000000 Penalty: 5188.592773
	Iteration 26Q: 3 clusters Score -4313881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4313879.000000 Penalty: 5188.592773
	Iteration 27Q: 3 clusters Score -4313879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4313880.000000 Penalty: 5188.592773
	Iteration 28Q: 3 clusters Score -4313880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4313879.500000 Penalty: 5188.592773
	Iteration 29Q: 3 clusters Score -4313880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4313876.500000 Penalty: 5188.592773
	Iteration 30Q: 3 clusters Score -4313876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4313877.500000 Penalty: 5188.592773
	Iteration 31Q: 3 clusters Score -4313878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4313878.500000 Penalty: 5188.592773
	Iteration 32Q: 3 clusters Score -4313878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4313878.500000 Penalty: 5188.592773
	Iteration 33F: 3 clusters Score -4313878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1592095.000000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1592095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1582428.500000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1582428 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1585498.125000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1585498 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1585914.875000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1585915 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1586290.125000 Penalty: 4702.527344
	Iteration 3F: 3 clusters Score -1586290 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1586674.125000 Penalty: 4702.527344
	Iteration 4F: 3 clusters Score -1586674 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1587029.625000 Penalty: 4702.527344
	Iteration 5Q: 3 clusters Score -1587030 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1587367.125000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1587367 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1587699.250000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1587699 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1588021.500000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1588022 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1588302.250000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1588302 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1588542.875000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1588543 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1588731.625000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1588732 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1588891.625000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1588892 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1588988.875000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1588989 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1589059.000000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1589059 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1589109.125000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1589109 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1589161.000000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1589161 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1589195.250000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1589195 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1589223.750000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1589224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1589242.875000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1589243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1589264.250000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1589264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1589299.500000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1589300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1589330.125000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1589330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1589362.625000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1589363 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1589395.375000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1589395 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1589431.875000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1589432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1589473.125000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1589473 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1589515.875000 Penalty: 4702.527344
	Iteration 27Q: 3 clusters Score -1589516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1589565.500000 Penalty: 4702.527344
	Iteration 28Q: 3 clusters Score -1589566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1589621.000000 Penalty: 4702.527344
	Iteration 29Q: 3 clusters Score -1589621 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1589694.875000 Penalty: 4702.527344
	Iteration 30Q: 3 clusters Score -1589695 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1589751.875000 Penalty: 4702.527344
	Iteration 31Q: 3 clusters Score -1589752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1589792.125000 Penalty: 4702.527344
	Iteration 32Q: 3 clusters Score -1589792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1589820.250000 Penalty: 4702.527344
	Iteration 33Q: 3 clusters Score -1589820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1589844.500000 Penalty: 4702.527344
	Iteration 34Q: 3 clusters Score -1589844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1589875.750000 Penalty: 4702.527344
	Iteration 35Q: 3 clusters Score -1589876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1589903.875000 Penalty: 4702.527344
	Iteration 36Q: 3 clusters Score -1589904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1589927.250000 Penalty: 4702.527344
	Iteration 37Q: 3 clusters Score -1589927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1589940.250000 Penalty: 4702.527344
	Iteration 38Q: 3 clusters Score -1589940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1589953.000000 Penalty: 4702.527344
	Iteration 39Q: 3 clusters Score -1589953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1589967.125000 Penalty: 4702.527344
	Iteration 40F: 3 clusters Score -1589967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1589976.625000 Penalty: 4702.527344
	Iteration 41Q: 3 clusters Score -1589977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1589981.250000 Penalty: 4702.527344
	Iteration 42Q: 3 clusters Score -1589981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1589983.625000 Penalty: 4702.527344
	Iteration 43Q: 3 clusters Score -1589984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1589992.625000 Penalty: 4702.527344
	Iteration 44Q: 3 clusters Score -1589993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1589998.375000 Penalty: 4702.527344
	Iteration 45Q: 3 clusters Score -1589998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1590009.125000 Penalty: 4702.527344
	Iteration 46Q: 3 clusters Score -1590009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1590021.250000 Penalty: 4702.527344
	Iteration 47Q: 3 clusters Score -1590021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1590028.750000 Penalty: 4702.527344
	Iteration 48Q: 3 clusters Score -1590029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1590034.000000 Penalty: 4702.527344
	Iteration 49Q: 3 clusters Score -1590034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1590046.125000 Penalty: 4702.527344
	Iteration 50Q: 3 clusters Score -1590046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1590058.125000 Penalty: 4702.527344
	Iteration 51Q: 3 clusters Score -1590058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1590097.500000 Penalty: 4702.527344
	Iteration 52Q: 3 clusters Score -1590098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1590158.875000 Penalty: 4702.527344
	Iteration 53Q: 3 clusters Score -1590159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1590254.000000 Penalty: 4702.527344
	Iteration 54Q: 3 clusters Score -1590254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1590426.125000 Penalty: 4702.527344
	Iteration 55Q: 3 clusters Score -1590426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1590525.625000 Penalty: 4702.527344
	Iteration 56Q: 3 clusters Score -1590526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1590563.125000 Penalty: 4702.527344
	Iteration 57Q: 3 clusters Score -1590563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1590582.125000 Penalty: 4702.527344
	Iteration 58Q: 3 clusters Score -1590582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1590595.625000 Penalty: 4702.527344
	Iteration 59Q: 3 clusters Score -1590596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1590597.625000 Penalty: 4702.527344
	Iteration 60F: 3 clusters Score -1590598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1590602.500000 Penalty: 4702.527344
	Iteration 61Q: 3 clusters Score -1590602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1590602.625000 Penalty: 4702.527344
	Iteration 62Q: 3 clusters Score -1590603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1590605.125000 Penalty: 4702.527344
	Iteration 63Q: 3 clusters Score -1590605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1590605.500000 Penalty: 4702.527344
	Iteration 64Q: 3 clusters Score -1590606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1590605.750000 Penalty: 4702.527344
	Iteration 65Q: 3 clusters Score -1590606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1590604.000000 Penalty: 4702.527344
	Iteration 66Q: 3 clusters Score -1590604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1590602.625000 Penalty: 4702.527344
	Iteration 67Q: 3 clusters Score -1590603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1590603.875000 Penalty: 4702.527344
	Iteration 68Q: 3 clusters Score -1590604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1590603.875000 Penalty: 4702.527344
	Iteration 69F: 3 clusters Score -1590604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Entering Unmasked Estep 
Score: -6965177.000000 Penalty: 2714.819336
	Iteration 0F: 2 clusters Score -6965177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -6927442.500000 Penalty: 5429.638672
	Iteration 0F: 3 clusters Score -6927442 nChanged 26253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6941708.000000 Penalty: 5429.638672
	Iteration 1F: 3 clusters Score -6941708 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -6942407.500000 Penalty: 5429.638672
	Iteration 2Q: 3 clusters Score -6942408 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -6943329.500000 Penalty: 5429.638672
	Iteration 3Q: 3 clusters Score -6943330 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -6944704.500000 Penalty: 5429.638672
	Iteration 4Q: 3 clusters Score -6944704 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6946717.000000 Penalty: 5429.638672
	Iteration 5F: 3 clusters Score -6946717 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6949218.500000 Penalty: 5429.638672
	Iteration 6F: 3 clusters Score -6949218 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -6951807.000000 Penalty: 5429.638672
	Iteration 7F: 3 clusters Score -6951807 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -6953929.500000 Penalty: 5429.638672
	Iteration 8F: 3 clusters Score -6953930 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -6955350.000000 Penalty: 5429.638672
	Iteration 9F: 3 clusters Score -6955350 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -6956318.500000 Penalty: 5429.638672
	Iteration 10Q: 3 clusters Score -6956318 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -6956970.000000 Penalty: 5429.638672
	Iteration 11Q: 3 clusters Score -6956970 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -6957437.500000 Penalty: 5429.638672
	Iteration 12Q: 3 clusters Score -6957438 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -6957917.000000 Penalty: 5429.638672
	Iteration 13Q: 3 clusters Score -6957917 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -6958328.500000 Penalty: 5429.638672
	Iteration 14Q: 3 clusters Score -6958328 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -6958740.000000 Penalty: 5429.638672
	Iteration 15Q: 3 clusters Score -6958740 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -6959250.500000 Penalty: 5429.638672
	Iteration 16Q: 3 clusters Score -6959250 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -6959760.500000 Penalty: 5429.638672
	Iteration 17Q: 3 clusters Score -6959760 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6960336.500000 Penalty: 5429.638672
	Iteration 18Q: 3 clusters Score -6960336 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -6960850.500000 Penalty: 5429.638672
	Iteration 19Q: 3 clusters Score -6960850 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -6961288.500000 Penalty: 5429.638672
	Iteration 20F: 3 clusters Score -6961288 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6961731.000000 Penalty: 5429.638672
	Iteration 21Q: 3 clusters Score -6961731 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -6962092.000000 Penalty: 5429.638672
	Iteration 22Q: 3 clusters Score -6962092 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6962409.500000 Penalty: 5429.638672
	Iteration 23Q: 3 clusters Score -6962410 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6962636.000000 Penalty: 5429.638672
	Iteration 24Q: 3 clusters Score -6962636 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6962836.000000 Penalty: 5429.638672
	Iteration 25Q: 3 clusters Score -6962836 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6962949.000000 Penalty: 5429.638672
	Iteration 26Q: 3 clusters Score -6962949 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6963090.500000 Penalty: 5429.638672
	Iteration 27Q: 3 clusters Score -6963090 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6963204.500000 Penalty: 5429.638672
	Iteration 28Q: 3 clusters Score -6963204 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6963335.000000 Penalty: 5429.638672
	Iteration 29Q: 3 clusters Score -6963335 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6963422.500000 Penalty: 5429.638672
	Iteration 30Q: 3 clusters Score -6963422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6963461.000000 Penalty: 5429.638672
	Iteration 31Q: 3 clusters Score -6963461 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6963495.500000 Penalty: 5429.638672
	Iteration 32Q: 3 clusters Score -6963496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6963526.500000 Penalty: 5429.638672
	Iteration 33Q: 3 clusters Score -6963526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6963550.500000 Penalty: 5429.638672
	Iteration 34Q: 3 clusters Score -6963550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6963563.500000 Penalty: 5429.638672
	Iteration 35Q: 3 clusters Score -6963564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6963585.000000 Penalty: 5429.638672
	Iteration 36Q: 3 clusters Score -6963585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6963602.000000 Penalty: 5429.638672
	Iteration 37Q: 3 clusters Score -6963602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6963600.500000 Penalty: 5429.638672
	Iteration 38Q: 3 clusters Score -6963600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6963612.500000 Penalty: 5429.638672
	Iteration 39Q: 3 clusters Score -6963612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6963617.500000 Penalty: 5429.638672
	Iteration 40F: 3 clusters Score -6963618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6963616.500000 Penalty: 5429.638672
	Iteration 41Q: 3 clusters Score -6963616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6963617.500000 Penalty: 5429.638672
	Iteration 42Q: 3 clusters Score -6963618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6963617.500000 Penalty: 5429.638672
	Iteration 43Q: 3 clusters Score -6963618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6963619.000000 Penalty: 5429.638672
	Iteration 44Q: 3 clusters Score -6963619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6963621.500000 Penalty: 5429.638672
	Iteration 45Q: 3 clusters Score -6963622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6963617.500000 Penalty: 5429.638672
	Iteration 46Q: 3 clusters Score -6963618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6963625.000000 Penalty: 5429.638672
	Iteration 47Q: 3 clusters Score -6963625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6963622.500000 Penalty: 5429.638672
	Iteration 48Q: 3 clusters Score -6963622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6963625.500000 Penalty: 5429.638672
	Iteration 49Q: 3 clusters Score -6963626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6963631.500000 Penalty: 5429.638672
	Iteration 50Q: 3 clusters Score -6963632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6963630.500000 Penalty: 5429.638672
	Iteration 51Q: 3 clusters Score -6963630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6963637.500000 Penalty: 5429.638672
	Iteration 52Q: 3 clusters Score -6963638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6963636.500000 Penalty: 5429.638672
	Iteration 53Q: 3 clusters Score -6963636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6963641.500000 Penalty: 5429.638672
	Iteration 54Q: 3 clusters Score -6963642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6963648.000000 Penalty: 5429.638672
	Iteration 55Q: 3 clusters Score -6963648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6963648.000000 Penalty: 5429.638672
	Iteration 56Q: 3 clusters Score -6963648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6963655.500000 Penalty: 5429.638672
	Iteration 57Q: 3 clusters Score -6963656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6963658.000000 Penalty: 5429.638672
	Iteration 58Q: 3 clusters Score -6963658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6963654.500000 Penalty: 5429.638672
	Iteration 59Q: 3 clusters Score -6963654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6963654.500000 Penalty: 5429.638672
	Iteration 60F: 3 clusters Score -6963654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Entering Unmasked Estep 
Score: -21159452.000000 Penalty: 2986.369141
	Iteration 0F: 2 clusters Score -2.115945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -21048450.000000 Penalty: 5972.738281
	Iteration 0F: 3 clusters Score -2.104845e+07 nChanged 80921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -21094650.000000 Penalty: 5972.738281
	Iteration 1F: 3 clusters Score -2.109465e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -21095740.000000 Penalty: 5972.738281
	Iteration 2Q: 3 clusters Score -2.109574e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -21096720.000000 Penalty: 5972.738281
	Iteration 3Q: 3 clusters Score -2.109672e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
Score: -21098296.000000 Penalty: 5972.738281
	Iteration 4Q: 3 clusters Score -2.10983e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100351 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -21100822.000000 Penalty: 5972.738281
	Iteration 5Q: 3 clusters Score -2.110082e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -21105082.000000 Penalty: 5972.738281
	Iteration 6F: 3 clusters Score -2.110508e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -21112456.000000 Penalty: 5972.738281
	Iteration 7F: 3 clusters Score -2.111246e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132626 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -21123532.000000 Penalty: 5972.738281
	Iteration 8F: 3 clusters Score -2.112353e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146759 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -21136960.000000 Penalty: 5972.738281
	Iteration 9F: 3 clusters Score -2.113696e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -21147418.000000 Penalty: 5972.738281
	Iteration 10F: 3 clusters Score -2.114742e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -21153280.000000 Penalty: 5972.738281
	Iteration 11Q: 3 clusters Score -2.115328e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -21155608.000000 Penalty: 5972.738281
	Iteration 12Q: 3 clusters Score -2.115561e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169050 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21156378.000000 Penalty: 5972.738281
	Iteration 13Q: 3 clusters Score -2.115638e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169317 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21156590.000000 Penalty: 5972.738281
	Iteration 14Q: 3 clusters Score -2.115659e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21156706.000000 Penalty: 5972.738281
	Iteration 15Q: 3 clusters Score -2.115671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21156770.000000 Penalty: 5972.738281
	Iteration 16Q: 3 clusters Score -2.115677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169455 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21156802.000000 Penalty: 5972.738281
	Iteration 17Q: 3 clusters Score -2.11568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21156792.000000 Penalty: 5972.738281
	Iteration 18Q: 3 clusters Score -2.115679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21156814.000000 Penalty: 5972.738281
	Iteration 19Q: 3 clusters Score -2.115681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21156808.000000 Penalty: 5972.738281
	Iteration 20F: 3 clusters Score -2.115681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21156838.000000 Penalty: 5972.738281
	Iteration 21Q: 3 clusters Score -2.115684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21156846.000000 Penalty: 5972.738281
	Iteration 22Q: 3 clusters Score -2.115685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21156846.000000 Penalty: 5972.738281
	Iteration 23Q: 3 clusters Score -2.115685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169465 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21156876.000000 Penalty: 5972.738281
	Iteration 24Q: 3 clusters Score -2.115688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21156900.000000 Penalty: 5972.738281
	Iteration 25Q: 3 clusters Score -2.11569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21156890.000000 Penalty: 5972.738281
	Iteration 26Q: 3 clusters Score -2.115689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21156900.000000 Penalty: 5972.738281
	Iteration 27Q: 3 clusters Score -2.11569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169472 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21156910.000000 Penalty: 5972.738281
	Iteration 28Q: 3 clusters Score -2.115691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21156906.000000 Penalty: 5972.738281
	Iteration 29Q: 3 clusters Score -2.115691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21156924.000000 Penalty: 5972.738281
	Iteration 30Q: 3 clusters Score -2.115692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21156930.000000 Penalty: 5972.738281
	Iteration 31Q: 3 clusters Score -2.115693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21156930.000000 Penalty: 5972.738281
	Iteration 32F: 3 clusters Score -2.115693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -50782.507812 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -50782.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49352.679688 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -49352.68 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49901.808594 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -49901.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50564.089844 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -50564.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51261.222656 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -51261.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51899.820312 Penalty: 3135.992188
	Iteration 4F: 3 clusters Score -51899.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52025.515625 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -52025.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52275.125000 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -52275.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52381.800781 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -52381.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52464.335938 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -52464.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52492.335938 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -52492.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52524.988281 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -52524.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52540.964844 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -52540.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52547.824219 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -52547.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52564.468750 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -52564.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52607.800781 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -52607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52697.261719 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -52697.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52782.113281 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -52782.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52782.324219 Penalty: 3135.992188
	Iteration 17F: 3 clusters Score -52782.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52784.371094 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -52784.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52784.371094 Penalty: 3135.992188
	Iteration 19F: 3 clusters Score -52784.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 45423 members 
Mstep: Class 7 contains 134645 members 
Mstep: Class 8 contains 19931 members 
Mstep: Class 9 contains 29095 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 168327 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34922 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169704 members 
Mstep: Class 19 contains 241 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169837 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 316 members 
Entering Unmasked Estep 
Score: -124244904.000000 Penalty: 96178.070312
Splitting cluster 19 changes total score from -124244864.000000 to -124244904.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (20066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Entering Unmasked Estep 
Score: -2457077.500000 Penalty: 2456.882080
	Iteration 0F: 2 clusters Score -2457078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2442906.750000 Penalty: 4913.764160
	Iteration 0F: 3 clusters Score -2442907 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2447653.750000 Penalty: 4913.764160
	Iteration 1F: 3 clusters Score -2447654 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2448090.000000 Penalty: 4913.764160
	Iteration 2F: 3 clusters Score -2448090 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2448448.500000 Penalty: 4913.764160
	Iteration 3Q: 3 clusters Score -2448448 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2448747.000000 Penalty: 4913.764160
	Iteration 4Q: 3 clusters Score -2448747 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2449035.500000 Penalty: 4913.764160
	Iteration 5Q: 3 clusters Score -2449036 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2449346.000000 Penalty: 4913.764160
	Iteration 6Q: 3 clusters Score -2449346 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2449730.750000 Penalty: 4913.764160
	Iteration 7Q: 3 clusters Score -2449731 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2450287.250000 Penalty: 4913.764160
	Iteration 8Q: 3 clusters Score -2450287 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2451040.750000 Penalty: 4913.764160
	Iteration 9F: 3 clusters Score -2451041 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2452042.500000 Penalty: 4913.764160
	Iteration 10F: 3 clusters Score -2452042 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2453105.250000 Penalty: 4913.764160
	Iteration 11F: 3 clusters Score -2453105 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2453970.500000 Penalty: 4913.764160
	Iteration 12Q: 3 clusters Score -2453970 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2454470.250000 Penalty: 4913.764160
	Iteration 13Q: 3 clusters Score -2454470 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2454704.000000 Penalty: 4913.764160
	Iteration 14Q: 3 clusters Score -2454704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2454838.250000 Penalty: 4913.764160
	Iteration 15Q: 3 clusters Score -2454838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2454931.750000 Penalty: 4913.764160
	Iteration 16Q: 3 clusters Score -2454932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2454989.500000 Penalty: 4913.764160
	Iteration 17Q: 3 clusters Score -2454990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2455023.750000 Penalty: 4913.764160
	Iteration 18Q: 3 clusters Score -2455024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2455047.750000 Penalty: 4913.764160
	Iteration 19Q: 3 clusters Score -2455048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2455057.250000 Penalty: 4913.764160
	Iteration 20F: 3 clusters Score -2455057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2455068.750000 Penalty: 4913.764160
	Iteration 21Q: 3 clusters Score -2455069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2455080.750000 Penalty: 4913.764160
	Iteration 22Q: 3 clusters Score -2455081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2455089.750000 Penalty: 4913.764160
	Iteration 23Q: 3 clusters Score -2455090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2455098.500000 Penalty: 4913.764160
	Iteration 24Q: 3 clusters Score -2455098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2455100.500000 Penalty: 4913.764160
	Iteration 25Q: 3 clusters Score -2455100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2455114.000000 Penalty: 4913.764160
	Iteration 26Q: 3 clusters Score -2455114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2455116.750000 Penalty: 4913.764160
	Iteration 27Q: 3 clusters Score -2455117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2455121.500000 Penalty: 4913.764160
	Iteration 28Q: 3 clusters Score -2455122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2455121.500000 Penalty: 4913.764160
	Iteration 29F: 3 clusters Score -2455122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1380549.000000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1380549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1371909.375000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1371909 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1374551.625000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1374552 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1374852.125000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1374852 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1375058.500000 Penalty: 4638.899902
	Iteration 3Q: 3 clusters Score -1375058 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1375229.875000 Penalty: 4638.899902
	Iteration 4Q: 3 clusters Score -1375230 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1375366.875000 Penalty: 4638.899902
	Iteration 5Q: 3 clusters Score -1375367 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1375487.250000 Penalty: 4638.899902
	Iteration 6Q: 3 clusters Score -1375487 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1375610.625000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1375611 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1375727.875000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1375728 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1375870.125000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1375870 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1376049.000000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1376049 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1376273.125000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1376273 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1376543.500000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1376544 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1376887.375000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1376887 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1377285.000000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1377285 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1377751.750000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1377752 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1378216.750000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1378217 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1378608.125000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1378608 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1378905.125000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1378905 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1379083.250000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1379083 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1379201.000000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1379201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1379261.375000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1379261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1379312.500000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1379312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1379340.000000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1379340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1379364.000000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1379364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1379400.375000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1379400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1379449.125000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1379449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1379498.000000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1379498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1379566.625000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1379567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1379619.500000 Penalty: 4638.899902
	Iteration 29Q: 3 clusters Score -1379620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1379656.375000 Penalty: 4638.899902
	Iteration 30Q: 3 clusters Score -1379656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1379678.875000 Penalty: 4638.899902
	Iteration 31Q: 3 clusters Score -1379679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1379704.250000 Penalty: 4638.899902
	Iteration 32Q: 3 clusters Score -1379704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1379724.375000 Penalty: 4638.899902
	Iteration 33Q: 3 clusters Score -1379724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1379739.250000 Penalty: 4638.899902
	Iteration 34Q: 3 clusters Score -1379739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1379751.750000 Penalty: 4638.899902
	Iteration 35Q: 3 clusters Score -1379752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1379761.000000 Penalty: 4638.899902
	Iteration 36Q: 3 clusters Score -1379761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1379782.000000 Penalty: 4638.899902
	Iteration 37Q: 3 clusters Score -1379782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1379791.000000 Penalty: 4638.899902
	Iteration 38Q: 3 clusters Score -1379791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1379800.875000 Penalty: 4638.899902
	Iteration 39Q: 3 clusters Score -1379801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1379809.375000 Penalty: 4638.899902
	Iteration 40F: 3 clusters Score -1379809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1379813.375000 Penalty: 4638.899902
	Iteration 41Q: 3 clusters Score -1379813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1379813.500000 Penalty: 4638.899902
	Iteration 42Q: 3 clusters Score -1379814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1379817.375000 Penalty: 4638.899902
	Iteration 43Q: 3 clusters Score -1379817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1379817.625000 Penalty: 4638.899902
	Iteration 44Q: 3 clusters Score -1379818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1379819.250000 Penalty: 4638.899902
	Iteration 45Q: 3 clusters Score -1379819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1379820.125000 Penalty: 4638.899902
	Iteration 46Q: 3 clusters Score -1379820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1379820.250000 Penalty: 4638.899902
	Iteration 47Q: 3 clusters Score -1379820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1379823.500000 Penalty: 4638.899902
	Iteration 48Q: 3 clusters Score -1379824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1379822.125000 Penalty: 4638.899902
	Iteration 49Q: 3 clusters Score -1379822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1379822.125000 Penalty: 4638.899902
	Iteration 50F: 3 clusters Score -1379822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Entering Unmasked Estep 
Score: -709576.125000 Penalty: 2153.017090
	Iteration 0F: 2 clusters Score -709576.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -704522.625000 Penalty: 4306.034180
	Iteration 0F: 3 clusters Score -704522.6 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -705784.312500 Penalty: 4306.034180
	Iteration 1F: 3 clusters Score -705784.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -706071.000000 Penalty: 4306.034180
	Iteration 2F: 3 clusters Score -706071 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -706348.687500 Penalty: 4306.034180
	Iteration 3F: 3 clusters Score -706348.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -706691.000000 Penalty: 4306.034180
	Iteration 4F: 3 clusters Score -706691 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -707013.125000 Penalty: 4306.034180
	Iteration 5F: 3 clusters Score -707013.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -707370.937500 Penalty: 4306.034180
	Iteration 6F: 3 clusters Score -707370.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -707706.000000 Penalty: 4306.034180
	Iteration 7F: 3 clusters Score -707706 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -708010.687500 Penalty: 4306.034180
	Iteration 8F: 3 clusters Score -708010.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -708244.937500 Penalty: 4306.034180
	Iteration 9Q: 3 clusters Score -708244.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -708430.187500 Penalty: 4306.034180
	Iteration 10Q: 3 clusters Score -708430.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -708591.875000 Penalty: 4306.034180
	Iteration 11Q: 3 clusters Score -708591.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -708712.000000 Penalty: 4306.034180
	Iteration 12Q: 3 clusters Score -708712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -708821.750000 Penalty: 4306.034180
	Iteration 13Q: 3 clusters Score -708821.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -708935.875000 Penalty: 4306.034180
	Iteration 14Q: 3 clusters Score -708935.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -709021.812500 Penalty: 4306.034180
	Iteration 15Q: 3 clusters Score -709021.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -709079.375000 Penalty: 4306.034180
	Iteration 16Q: 3 clusters Score -709079.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -709123.250000 Penalty: 4306.034180
	Iteration 17Q: 3 clusters Score -709123.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -709150.500000 Penalty: 4306.034180
	Iteration 18Q: 3 clusters Score -709150.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -709169.937500 Penalty: 4306.034180
	Iteration 19Q: 3 clusters Score -709169.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -709174.062500 Penalty: 4306.034180
	Iteration 20F: 3 clusters Score -709174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -709177.750000 Penalty: 4306.034180
	Iteration 21Q: 3 clusters Score -709177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -709177.937500 Penalty: 4306.034180
	Iteration 22Q: 3 clusters Score -709177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -709178.687500 Penalty: 4306.034180
	Iteration 23Q: 3 clusters Score -709178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -709180.875000 Penalty: 4306.034180
	Iteration 24Q: 3 clusters Score -709180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -709181.125000 Penalty: 4306.034180
	Iteration 25Q: 3 clusters Score -709181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -709180.562500 Penalty: 4306.034180
	Iteration 26Q: 3 clusters Score -709180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -709179.750000 Penalty: 4306.034180
	Iteration 27Q: 3 clusters Score -709179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -709179.750000 Penalty: 4306.034180
	Iteration 28F: 3 clusters Score -709179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Entering Unmasked Estep 
Score: -21085652.000000 Penalty: 2986.563477
	Iteration 0F: 2 clusters Score -2.108565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -20973286.000000 Penalty: 5973.126953
	Iteration 0F: 3 clusters Score -2.097329e+07 nChanged 81317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -21021660.000000 Penalty: 5973.126953
	Iteration 1F: 3 clusters Score -2.102166e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -21024554.000000 Penalty: 5973.126953
	Iteration 2Q: 3 clusters Score -2.102455e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -21029668.000000 Penalty: 5973.126953
	Iteration 3F: 3 clusters Score -2.102967e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -21037794.000000 Penalty: 5973.126953
	Iteration 4F: 3 clusters Score -2.103779e+07 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 121155 members 
Entering Unmasked Estep 
Score: -21048788.000000 Penalty: 5973.126953
	Iteration 5F: 3 clusters Score -2.104879e+07 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 131203 members 
Entering Unmasked Estep 
Score: -21059734.000000 Penalty: 5973.126953
	Iteration 6F: 3 clusters Score -2.105973e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 138604 members 
Entering Unmasked Estep 
Score: -21069254.000000 Penalty: 5973.126953
	Iteration 7F: 3 clusters Score -2.106925e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -21075408.000000 Penalty: 5973.126953
	Iteration 8Q: 3 clusters Score -2.107541e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -21078348.000000 Penalty: 5973.126953
	Iteration 9Q: 3 clusters Score -2.107835e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 146403 members 
Entering Unmasked Estep 
Score: -21079628.000000 Penalty: 5973.126953
	Iteration 10Q: 3 clusters Score -2.107963e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 147802 members 
Entering Unmasked Estep 
Score: -21080320.000000 Penalty: 5973.126953
	Iteration 11Q: 3 clusters Score -2.108032e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 149075 members 
Entering Unmasked Estep 
Score: -21080800.000000 Penalty: 5973.126953
	Iteration 12Q: 3 clusters Score -2.10808e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 150288 members 
Entering Unmasked Estep 
Score: -21081152.000000 Penalty: 5973.126953
	Iteration 13Q: 3 clusters Score -2.108115e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 151405 members 
Entering Unmasked Estep 
Score: -21081484.000000 Penalty: 5973.126953
	Iteration 14Q: 3 clusters Score -2.108148e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -21081678.000000 Penalty: 5973.126953
	Iteration 15Q: 3 clusters Score -2.108168e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -21081894.000000 Penalty: 5973.126953
	Iteration 16Q: 3 clusters Score -2.108189e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -21082006.000000 Penalty: 5973.126953
	Iteration 17Q: 3 clusters Score -2.108201e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -21082148.000000 Penalty: 5973.126953
	Iteration 18Q: 3 clusters Score -2.108215e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -21082250.000000 Penalty: 5973.126953
	Iteration 19Q: 3 clusters Score -2.108225e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -21082432.000000 Penalty: 5973.126953
	Iteration 20F: 3 clusters Score -2.108243e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 157648 members 
Entering Unmasked Estep 
Score: -21082598.000000 Penalty: 5973.126953
	Iteration 21Q: 3 clusters Score -2.10826e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 158412 members 
Entering Unmasked Estep 
Score: -21082776.000000 Penalty: 5973.126953
	Iteration 22Q: 3 clusters Score -2.108278e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -21082912.000000 Penalty: 5973.126953
	Iteration 23Q: 3 clusters Score -2.108291e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -21083090.000000 Penalty: 5973.126953
	Iteration 24Q: 3 clusters Score -2.108309e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 160339 members 
Entering Unmasked Estep 
Score: -21083188.000000 Penalty: 5973.126953
	Iteration 25Q: 3 clusters Score -2.108319e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 160896 members 
Entering Unmasked Estep 
Score: -21083316.000000 Penalty: 5973.126953
	Iteration 26Q: 3 clusters Score -2.108332e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -21083420.000000 Penalty: 5973.126953
	Iteration 27Q: 3 clusters Score -2.108342e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -21083468.000000 Penalty: 5973.126953
	Iteration 28Q: 3 clusters Score -2.108347e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 162312 members 
Entering Unmasked Estep 
Score: -21083556.000000 Penalty: 5973.126953
	Iteration 29Q: 3 clusters Score -2.108356e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -21083580.000000 Penalty: 5973.126953
	Iteration 30Q: 3 clusters Score -2.108358e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -21083724.000000 Penalty: 5973.126953
	Iteration 31Q: 3 clusters Score -2.108372e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -21083734.000000 Penalty: 5973.126953
	Iteration 32Q: 3 clusters Score -2.108373e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 163548 members 
Entering Unmasked Estep 
Score: -21083704.000000 Penalty: 5973.126953
	Iteration 33Q: 3 clusters Score -2.10837e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -21083680.000000 Penalty: 5973.126953
	Iteration 34Q: 3 clusters Score -2.108368e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -21083666.000000 Penalty: 5973.126953
	Iteration 35Q: 3 clusters Score -2.108367e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 164183 members 
Entering Unmasked Estep 
Score: -21083748.000000 Penalty: 5973.126953
	Iteration 36Q: 3 clusters Score -2.108375e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 164380 members 
Entering Unmasked Estep 
Score: -21083756.000000 Penalty: 5973.126953
	Iteration 37Q: 3 clusters Score -2.108376e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -21083760.000000 Penalty: 5973.126953
	Iteration 38Q: 3 clusters Score -2.108376e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -21083800.000000 Penalty: 5973.126953
	Iteration 39Q: 3 clusters Score -2.10838e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 164862 members 
Entering Unmasked Estep 
Score: -21083842.000000 Penalty: 5973.126953
	Iteration 40F: 3 clusters Score -2.108384e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -21083882.000000 Penalty: 5973.126953
	Iteration 41Q: 3 clusters Score -2.108388e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 165188 members 
Entering Unmasked Estep 
Score: -21083874.000000 Penalty: 5973.126953
	Iteration 42Q: 3 clusters Score -2.108387e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -21083910.000000 Penalty: 5973.126953
	Iteration 43Q: 3 clusters Score -2.108391e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -21083910.000000 Penalty: 5973.126953
	Iteration 44Q: 3 clusters Score -2.108391e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 165595 members 
Entering Unmasked Estep 
Score: -21083980.000000 Penalty: 5973.126953
	Iteration 45Q: 3 clusters Score -2.108398e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 165708 members 
Entering Unmasked Estep 
Score: -21083986.000000 Penalty: 5973.126953
	Iteration 46Q: 3 clusters Score -2.108399e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -21083974.000000 Penalty: 5973.126953
	Iteration 47Q: 3 clusters Score -2.108397e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -21084024.000000 Penalty: 5973.126953
	Iteration 48Q: 3 clusters Score -2.108402e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 166005 members 
Entering Unmasked Estep 
Score: -21084020.000000 Penalty: 5973.126953
	Iteration 49Q: 3 clusters Score -2.108402e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 166113 members 
Entering Unmasked Estep 
Score: -21084010.000000 Penalty: 5973.126953
	Iteration 50Q: 3 clusters Score -2.108401e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -21084054.000000 Penalty: 5973.126953
	Iteration 51Q: 3 clusters Score -2.108405e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 166309 members 
Entering Unmasked Estep 
Score: -21084054.000000 Penalty: 5973.126953
	Iteration 52Q: 3 clusters Score -2.108405e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -21084056.000000 Penalty: 5973.126953
	Iteration 53Q: 3 clusters Score -2.108406e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -21084076.000000 Penalty: 5973.126953
	Iteration 54Q: 3 clusters Score -2.108408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 166508 members 
Entering Unmasked Estep 
Score: -21084074.000000 Penalty: 5973.126953
	Iteration 55Q: 3 clusters Score -2.108407e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 166549 members 
Entering Unmasked Estep 
Score: -21084064.000000 Penalty: 5973.126953
	Iteration 56Q: 3 clusters Score -2.108406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -21084044.000000 Penalty: 5973.126953
	Iteration 57Q: 3 clusters Score -2.108404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -21084052.000000 Penalty: 5973.126953
	Iteration 58Q: 3 clusters Score -2.108405e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -21084016.000000 Penalty: 5973.126953
	Iteration 59Q: 3 clusters Score -2.108402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 166694 members 
Entering Unmasked Estep 
Score: -21084040.000000 Penalty: 5973.126953
	Iteration 60F: 3 clusters Score -2.108404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 166727 members 
Entering Unmasked Estep 
Score: -21084070.000000 Penalty: 5973.126953
	Iteration 61Q: 3 clusters Score -2.108407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -21084076.000000 Penalty: 5973.126953
	Iteration 62Q: 3 clusters Score -2.108408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -21084090.000000 Penalty: 5973.126953
	Iteration 63Q: 3 clusters Score -2.108409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -21084108.000000 Penalty: 5973.126953
	Iteration 64Q: 3 clusters Score -2.108411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 166840 members 
Entering Unmasked Estep 
Score: -21084096.000000 Penalty: 5973.126953
	Iteration 65Q: 3 clusters Score -2.10841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -21084130.000000 Penalty: 5973.126953
	Iteration 66Q: 3 clusters Score -2.108413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 166915 members 
Entering Unmasked Estep 
Score: -21084106.000000 Penalty: 5973.126953
	Iteration 67Q: 3 clusters Score -2.108411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 166937 members 
Entering Unmasked Estep 
Score: -21084120.000000 Penalty: 5973.126953
	Iteration 68Q: 3 clusters Score -2.108412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 166960 members 
Entering Unmasked Estep 
Score: -21084124.000000 Penalty: 5973.126953
	Iteration 69Q: 3 clusters Score -2.108412e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -21084118.000000 Penalty: 5973.126953
	Iteration 70Q: 3 clusters Score -2.108412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -21084132.000000 Penalty: 5973.126953
	Iteration 71Q: 3 clusters Score -2.108413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -21084122.000000 Penalty: 5973.126953
	Iteration 72Q: 3 clusters Score -2.108412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 167048 members 
Entering Unmasked Estep 
Score: -21084134.000000 Penalty: 5973.126953
	Iteration 73Q: 3 clusters Score -2.108413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 167065 members 
Entering Unmasked Estep 
Score: -21084126.000000 Penalty: 5973.126953
	Iteration 74Q: 3 clusters Score -2.108413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -21084136.000000 Penalty: 5973.126953
	Iteration 75Q: 3 clusters Score -2.108414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -21084128.000000 Penalty: 5973.126953
	Iteration 76Q: 3 clusters Score -2.108413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 167111 members 
Entering Unmasked Estep 
Score: -21084132.000000 Penalty: 5973.126953
	Iteration 77Q: 3 clusters Score -2.108413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -21084138.000000 Penalty: 5973.126953
	Iteration 78Q: 3 clusters Score -2.108414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 167140 members 
Entering Unmasked Estep 
Score: -21084130.000000 Penalty: 5973.126953
	Iteration 79Q: 3 clusters Score -2.108413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 167159 members 
Entering Unmasked Estep 
Score: -21084164.000000 Penalty: 5973.126953
	Iteration 80F: 3 clusters Score -2.108416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 167171 members 
Entering Unmasked Estep 
Score: -21084160.000000 Penalty: 5973.126953
	Iteration 81Q: 3 clusters Score -2.108416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -21084178.000000 Penalty: 5973.126953
	Iteration 82Q: 3 clusters Score -2.108418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21084156.000000 Penalty: 5973.126953
	Iteration 83Q: 3 clusters Score -2.108416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 167198 members 
Entering Unmasked Estep 
Score: -21084150.000000 Penalty: 5973.126953
	Iteration 84Q: 3 clusters Score -2.108415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 167203 members 
Entering Unmasked Estep 
Score: -21084138.000000 Penalty: 5973.126953
	Iteration 85Q: 3 clusters Score -2.108414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -21084134.000000 Penalty: 5973.126953
	Iteration 86Q: 3 clusters Score -2.108413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -21084126.000000 Penalty: 5973.126953
	Iteration 87Q: 3 clusters Score -2.108413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -21084130.000000 Penalty: 5973.126953
	Iteration 88Q: 3 clusters Score -2.108413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 167228 members 
Entering Unmasked Estep 
Score: -21084132.000000 Penalty: 5973.126953
	Iteration 89Q: 3 clusters Score -2.108413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -21084122.000000 Penalty: 5973.126953
	Iteration 90Q: 3 clusters Score -2.108412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -21084122.000000 Penalty: 5973.126953
	Iteration 91F: 3 clusters Score -2.108412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Entering Unmasked Estep 
Score: -3472014.000000 Penalty: 2542.144287
	Iteration 0F: 2 clusters Score -3472014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3452539.750000 Penalty: 5084.288574
	Iteration 0F: 3 clusters Score -3452540 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3459262.250000 Penalty: 5084.288574
	Iteration 1F: 3 clusters Score -3459262 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3459685.750000 Penalty: 5084.288574
	Iteration 2Q: 3 clusters Score -3459686 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3460066.750000 Penalty: 5084.288574
	Iteration 3Q: 3 clusters Score -3460067 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3460413.250000 Penalty: 5084.288574
	Iteration 4Q: 3 clusters Score -3460413 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3460771.750000 Penalty: 5084.288574
	Iteration 5Q: 3 clusters Score -3460772 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3461187.000000 Penalty: 5084.288574
	Iteration 6Q: 3 clusters Score -3461187 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3461756.250000 Penalty: 5084.288574
	Iteration 7Q: 3 clusters Score -3461756 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3462560.750000 Penalty: 5084.288574
	Iteration 8Q: 3 clusters Score -3462561 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3463607.000000 Penalty: 5084.288574
	Iteration 9F: 3 clusters Score -3463607 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3464694.000000 Penalty: 5084.288574
	Iteration 10F: 3 clusters Score -3464694 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3465622.500000 Penalty: 5084.288574
	Iteration 11Q: 3 clusters Score -3465622 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3466492.500000 Penalty: 5084.288574
	Iteration 12Q: 3 clusters Score -3466492 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3467139.500000 Penalty: 5084.288574
	Iteration 13Q: 3 clusters Score -3467140 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3467667.000000 Penalty: 5084.288574
	Iteration 14Q: 3 clusters Score -3467667 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3468087.750000 Penalty: 5084.288574
	Iteration 15Q: 3 clusters Score -3468088 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3468420.500000 Penalty: 5084.288574
	Iteration 16Q: 3 clusters Score -3468420 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3468682.500000 Penalty: 5084.288574
	Iteration 17Q: 3 clusters Score -3468682 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3468887.000000 Penalty: 5084.288574
	Iteration 18Q: 3 clusters Score -3468887 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3469037.000000 Penalty: 5084.288574
	Iteration 19Q: 3 clusters Score -3469037 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3469181.000000 Penalty: 5084.288574
	Iteration 20F: 3 clusters Score -3469181 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3469302.500000 Penalty: 5084.288574
	Iteration 21Q: 3 clusters Score -3469302 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3469411.000000 Penalty: 5084.288574
	Iteration 22Q: 3 clusters Score -3469411 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3469485.500000 Penalty: 5084.288574
	Iteration 23Q: 3 clusters Score -3469486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3469537.500000 Penalty: 5084.288574
	Iteration 24Q: 3 clusters Score -3469538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3469581.750000 Penalty: 5084.288574
	Iteration 25Q: 3 clusters Score -3469582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3469612.500000 Penalty: 5084.288574
	Iteration 26Q: 3 clusters Score -3469612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3469639.250000 Penalty: 5084.288574
	Iteration 27Q: 3 clusters Score -3469639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3469657.500000 Penalty: 5084.288574
	Iteration 28Q: 3 clusters Score -3469658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3469688.500000 Penalty: 5084.288574
	Iteration 29Q: 3 clusters Score -3469688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3469711.000000 Penalty: 5084.288574
	Iteration 30Q: 3 clusters Score -3469711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3469718.000000 Penalty: 5084.288574
	Iteration 31Q: 3 clusters Score -3469718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3469732.750000 Penalty: 5084.288574
	Iteration 32Q: 3 clusters Score -3469733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3469743.750000 Penalty: 5084.288574
	Iteration 33Q: 3 clusters Score -3469744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3469752.000000 Penalty: 5084.288574
	Iteration 34Q: 3 clusters Score -3469752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3469758.750000 Penalty: 5084.288574
	Iteration 35Q: 3 clusters Score -3469759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3469775.500000 Penalty: 5084.288574
	Iteration 36Q: 3 clusters Score -3469776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3469789.500000 Penalty: 5084.288574
	Iteration 37Q: 3 clusters Score -3469790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3469801.750000 Penalty: 5084.288574
	Iteration 38Q: 3 clusters Score -3469802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3469818.750000 Penalty: 5084.288574
	Iteration 39Q: 3 clusters Score -3469819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3469826.500000 Penalty: 5084.288574
	Iteration 40F: 3 clusters Score -3469826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3469828.250000 Penalty: 5084.288574
	Iteration 41Q: 3 clusters Score -3469828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3469839.000000 Penalty: 5084.288574
	Iteration 42Q: 3 clusters Score -3469839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3469846.750000 Penalty: 5084.288574
	Iteration 43Q: 3 clusters Score -3469847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3469851.250000 Penalty: 5084.288574
	Iteration 44Q: 3 clusters Score -3469851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3469858.000000 Penalty: 5084.288574
	Iteration 45Q: 3 clusters Score -3469858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3469861.250000 Penalty: 5084.288574
	Iteration 46Q: 3 clusters Score -3469861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3469873.000000 Penalty: 5084.288574
	Iteration 47Q: 3 clusters Score -3469873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3469876.750000 Penalty: 5084.288574
	Iteration 48Q: 3 clusters Score -3469877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3469878.500000 Penalty: 5084.288574
	Iteration 49Q: 3 clusters Score -3469878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3469884.000000 Penalty: 5084.288574
	Iteration 50Q: 3 clusters Score -3469884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3469882.500000 Penalty: 5084.288574
	Iteration 51Q: 3 clusters Score -3469882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3469884.000000 Penalty: 5084.288574
	Iteration 52Q: 3 clusters Score -3469884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3469886.500000 Penalty: 5084.288574
	Iteration 53Q: 3 clusters Score -3469886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3469887.000000 Penalty: 5084.288574
	Iteration 54Q: 3 clusters Score -3469887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3469886.000000 Penalty: 5084.288574
	Iteration 55Q: 3 clusters Score -3469886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3469888.500000 Penalty: 5084.288574
	Iteration 56Q: 3 clusters Score -3469888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3469889.000000 Penalty: 5084.288574
	Iteration 57Q: 3 clusters Score -3469889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3469889.000000 Penalty: 5084.288574
	Iteration 58F: 3 clusters Score -3469889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Entering Unmasked Estep 
Score: -1421578.500000 Penalty: 2327.762939
	Iteration 0F: 2 clusters Score -1421578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1412746.625000 Penalty: 4655.525879
	Iteration 0F: 3 clusters Score -1412747 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1415487.750000 Penalty: 4655.525879
	Iteration 1F: 3 clusters Score -1415488 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1415847.625000 Penalty: 4655.525879
	Iteration 2F: 3 clusters Score -1415848 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1416124.125000 Penalty: 4655.525879
	Iteration 3F: 3 clusters Score -1416124 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1416357.750000 Penalty: 4655.525879
	Iteration 4Q: 3 clusters Score -1416358 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1416563.750000 Penalty: 4655.525879
	Iteration 5Q: 3 clusters Score -1416564 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1416771.750000 Penalty: 4655.525879
	Iteration 6Q: 3 clusters Score -1416772 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1417031.250000 Penalty: 4655.525879
	Iteration 7Q: 3 clusters Score -1417031 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1417314.500000 Penalty: 4655.525879
	Iteration 8Q: 3 clusters Score -1417314 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1417633.000000 Penalty: 4655.525879
	Iteration 9Q: 3 clusters Score -1417633 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1417945.375000 Penalty: 4655.525879
	Iteration 10Q: 3 clusters Score -1417945 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1418258.625000 Penalty: 4655.525879
	Iteration 11Q: 3 clusters Score -1418259 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1418525.375000 Penalty: 4655.525879
	Iteration 12Q: 3 clusters Score -1418525 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1418761.625000 Penalty: 4655.525879
	Iteration 13Q: 3 clusters Score -1418762 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1418940.875000 Penalty: 4655.525879
	Iteration 14Q: 3 clusters Score -1418941 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1419077.375000 Penalty: 4655.525879
	Iteration 15Q: 3 clusters Score -1419077 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1419181.000000 Penalty: 4655.525879
	Iteration 16Q: 3 clusters Score -1419181 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1419256.500000 Penalty: 4655.525879
	Iteration 17Q: 3 clusters Score -1419256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1419334.875000 Penalty: 4655.525879
	Iteration 18Q: 3 clusters Score -1419335 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1419400.750000 Penalty: 4655.525879
	Iteration 19Q: 3 clusters Score -1419401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1419452.000000 Penalty: 4655.525879
	Iteration 20F: 3 clusters Score -1419452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1419474.625000 Penalty: 4655.525879
	Iteration 21Q: 3 clusters Score -1419475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1419495.500000 Penalty: 4655.525879
	Iteration 22Q: 3 clusters Score -1419496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1419511.250000 Penalty: 4655.525879
	Iteration 23Q: 3 clusters Score -1419511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1419521.625000 Penalty: 4655.525879
	Iteration 24Q: 3 clusters Score -1419522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1419529.375000 Penalty: 4655.525879
	Iteration 25Q: 3 clusters Score -1419529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1419532.625000 Penalty: 4655.525879
	Iteration 26Q: 3 clusters Score -1419533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1419547.500000 Penalty: 4655.525879
	Iteration 27Q: 3 clusters Score -1419548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1419549.500000 Penalty: 4655.525879
	Iteration 28Q: 3 clusters Score -1419550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1419550.875000 Penalty: 4655.525879
	Iteration 29Q: 3 clusters Score -1419551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1419554.250000 Penalty: 4655.525879
	Iteration 30Q: 3 clusters Score -1419554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1419556.250000 Penalty: 4655.525879
	Iteration 31Q: 3 clusters Score -1419556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1419558.875000 Penalty: 4655.525879
	Iteration 32Q: 3 clusters Score -1419559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1419558.375000 Penalty: 4655.525879
	Iteration 33Q: 3 clusters Score -1419558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1419560.500000 Penalty: 4655.525879
	Iteration 34Q: 3 clusters Score -1419560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1419558.750000 Penalty: 4655.525879
	Iteration 35Q: 3 clusters Score -1419559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1419560.750000 Penalty: 4655.525879
	Iteration 36Q: 3 clusters Score -1419561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1419560.750000 Penalty: 4655.525879
	Iteration 37F: 3 clusters Score -1419561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -126259.820312 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -126259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124320.492188 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -124320.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124850.554688 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -124850.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125044.015625 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -125044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125181.117188 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -125181.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125301.351562 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -125301.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -125412.500000 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -125412.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125529.007812 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -125529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125624.851562 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -125624.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125659.726562 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -125659.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125695.781250 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -125695.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125748.546875 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -125748.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125831.187500 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -125831.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125887.757812 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -125887.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125945.093750 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -125945.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126003.195312 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -126003.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -126065.242188 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -126065.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126137.601562 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -126137.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126219.859375 Penalty: 3495.136963
	Iteration 17Q: 3 clusters Score -126219.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126348.093750 Penalty: 3495.136963
	Iteration 18Q: 3 clusters Score -126348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126401.687500 Penalty: 3495.136963
	Iteration 19Q: 3 clusters Score -126401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126443.421875 Penalty: 3495.136963
	Iteration 20F: 3 clusters Score -126443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 45423 members 
Mstep: Class 7 contains 134645 members 
Mstep: Class 8 contains 19931 members 
Mstep: Class 9 contains 29095 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 168327 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34922 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169704 members 
Mstep: Class 19 contains 241 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169837 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 694 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 455 members 
Entering Unmasked Estep 
Score: -124243408.000000 Penalty: 99613.000000
Splitting cluster 26 changes total score from -124244864.000000 to -124243408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -105604.421875 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -105604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103668.335938 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -103668.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -104102.703125 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -104102.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -104330.781250 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -104330.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104473.851562 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -104473.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104617.367188 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -104617.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104737.320312 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -104737.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -104884.187500 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -104884.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -105027.703125 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -105027.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105172.304688 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -105172.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105339.773438 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -105339.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -105422.242188 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -105422.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -105483.921875 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -105483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -105541.453125 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -105541.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105570.640625 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -105570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105577.062500 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -105577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105579.632812 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -105579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105582.453125 Penalty: 3419.253418
	Iteration 16F: 3 clusters Score -105582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105590.835938 Penalty: 3419.253418
	Iteration 17Q: 3 clusters Score -105590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105600.304688 Penalty: 3419.253418
	Iteration 18Q: 3 clusters Score -105600.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -105617.445312 Penalty: 3419.253418
	Iteration 19Q: 3 clusters Score -105617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105632.171875 Penalty: 3419.253418
	Iteration 20F: 3 clusters Score -105632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105668.718750 Penalty: 3419.253418
	Iteration 21Q: 3 clusters Score -105668.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -105696.140625 Penalty: 3419.253418
	Iteration 22Q: 3 clusters Score -105696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105729.867188 Penalty: 3419.253418
	Iteration 23Q: 3 clusters Score -105729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105740.140625 Penalty: 3419.253418
	Iteration 24Q: 3 clusters Score -105740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105745.039062 Penalty: 3419.253418
	Iteration 25Q: 3 clusters Score -105745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105745.039062 Penalty: 3419.253418
	Iteration 26F: 3 clusters Score -105745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 45423 members 
Mstep: Class 7 contains 134645 members 
Mstep: Class 8 contains 19931 members 
Mstep: Class 9 contains 29095 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 168327 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34922 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169704 members 
Mstep: Class 19 contains 241 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169837 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 289 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 697 members 
Entering Unmasked Estep 
Score: -124243272.000000 Penalty: 99613.000000
Splitting cluster 27 changes total score from -124244864.000000 to -124243272.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 45423 members 
Mstep: Class 7 contains 134645 members 
Mstep: Class 8 contains 19931 members 
Mstep: Class 9 contains 29095 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 168327 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34922 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169704 members 
Mstep: Class 19 contains 241 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169837 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124245128.000000 Penalty: 96178.070312
Iteration 199Q: 29 clusters Score -1.242451e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 26992 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6850 members 
Mstep: Class 6 contains 45422 members 
Mstep: Class 7 contains 134648 members 
Mstep: Class 8 contains 19929 members 
Mstep: Class 9 contains 29094 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 168297 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34922 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56775 members 
Mstep: Class 18 contains 169746 members 
Mstep: Class 19 contains 244 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11524 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169835 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246264.000000 Penalty: 96178.070312
Iteration 200F: 29 clusters Score -1.242463e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 26992 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134658 members 
Mstep: Class 8 contains 19927 members 
Mstep: Class 9 contains 29093 members 
Mstep: Class 10 contains 8696 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 29959 members 
Mstep: Class 13 contains 168270 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34916 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56774 members 
Mstep: Class 18 contains 169785 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 11518 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169831 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246800.000000 Penalty: 96178.070312
Iteration 201Q: 29 clusters Score -1.242468e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 134668 members 
Mstep: Class 8 contains 19926 members 
Mstep: Class 9 contains 29094 members 
Mstep: Class 10 contains 8699 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 29959 members 
Mstep: Class 13 contains 168245 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34904 members 
Mstep: Class 16 contains 13108 members 
Mstep: Class 17 contains 56773 members 
Mstep: Class 18 contains 169811 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169835 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 985 members 
Mstep: Class 28 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246808.000000 Penalty: 96178.070312
Iteration 202Q: 29 clusters Score -1.242468e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 26991 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 134684 members 
Mstep: Class 8 contains 19923 members 
Mstep: Class 9 contains 29093 members 
Mstep: Class 10 contains 8701 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 29959 members 
Mstep: Class 13 contains 168216 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 34891 members 
Mstep: Class 16 contains 13108 members 
Mstep: Class 17 contains 56773 members 
Mstep: Class 18 contains 169833 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169842 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246912.000000 Penalty: 96178.070312
Iteration 203Q: 29 clusters Score -1.242469e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 26988 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134690 members 
Mstep: Class 8 contains 19921 members 
Mstep: Class 9 contains 29093 members 
Mstep: Class 10 contains 8706 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 168190 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 34884 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56771 members 
Mstep: Class 18 contains 169864 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 11510 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169845 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246824.000000 Penalty: 96178.070312
Iteration 204Q: 29 clusters Score -1.242468e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 26985 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134699 members 
Mstep: Class 8 contains 19921 members 
Mstep: Class 9 contains 29094 members 
Mstep: Class 10 contains 8705 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 168167 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34879 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 169894 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11502 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169846 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246856.000000 Penalty: 96178.070312
Iteration 205Q: 29 clusters Score -1.242469e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 26989 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134699 members 
Mstep: Class 8 contains 19919 members 
Mstep: Class 9 contains 29097 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 168146 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34875 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 169910 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11501 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169853 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246784.000000 Penalty: 96178.070312
Iteration 206Q: 29 clusters Score -1.242468e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 26995 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 134700 members 
Mstep: Class 8 contains 19918 members 
Mstep: Class 9 contains 29100 members 
Mstep: Class 10 contains 8706 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 168132 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34874 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 169915 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11495 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169862 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246864.000000 Penalty: 96178.070312
Iteration 207Q: 29 clusters Score -1.242469e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 26995 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 134701 members 
Mstep: Class 8 contains 19922 members 
Mstep: Class 9 contains 29104 members 
Mstep: Class 10 contains 8706 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 168114 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34873 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 169923 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11490 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 169871 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246840.000000 Penalty: 96178.070312
Iteration 208Q: 29 clusters Score -1.242468e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 26999 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134706 members 
Mstep: Class 8 contains 19924 members 
Mstep: Class 9 contains 29107 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168094 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34869 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56769 members 
Mstep: Class 18 contains 169944 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 11482 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169869 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11924 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246880.000000 Penalty: 96178.070312
Iteration 209Q: 29 clusters Score -1.242469e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 26999 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134712 members 
Mstep: Class 8 contains 19927 members 
Mstep: Class 9 contains 29109 members 
Mstep: Class 10 contains 8703 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168076 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34862 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56769 members 
Mstep: Class 18 contains 169955 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169877 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11926 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247000.000000 Penalty: 96178.070312
Iteration 210Q: 29 clusters Score -1.24247e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 27000 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 134713 members 
Mstep: Class 8 contains 19927 members 
Mstep: Class 9 contains 29113 members 
Mstep: Class 10 contains 8701 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168055 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34858 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 169971 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169885 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247000.000000 Penalty: 96178.070312
Iteration 211Q: 29 clusters Score -1.24247e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 26999 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 134716 members 
Mstep: Class 8 contains 19929 members 
Mstep: Class 9 contains 29119 members 
Mstep: Class 10 contains 8701 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168031 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34853 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 169987 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11459 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169893 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247016.000000 Penalty: 96178.070312
Iteration 212Q: 29 clusters Score -1.24247e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27001 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 134721 members 
Mstep: Class 8 contains 19929 members 
Mstep: Class 9 contains 29124 members 
Mstep: Class 10 contains 8701 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 168013 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34845 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 169996 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11454 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169899 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247032.000000 Penalty: 96178.070312
Iteration 213Q: 29 clusters Score -1.24247e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134725 members 
Mstep: Class 8 contains 19927 members 
Mstep: Class 9 contains 29127 members 
Mstep: Class 10 contains 8700 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 167995 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34843 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170008 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169908 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247032.000000 Penalty: 96178.070312
Iteration 214Q: 29 clusters Score -1.24247e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27008 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134724 members 
Mstep: Class 8 contains 19925 members 
Mstep: Class 9 contains 29130 members 
Mstep: Class 10 contains 8698 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 167980 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34841 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170021 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11442 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169910 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247048.000000 Penalty: 96178.070312
Iteration 215Q: 29 clusters Score -1.24247e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27013 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134724 members 
Mstep: Class 8 contains 19923 members 
Mstep: Class 9 contains 29134 members 
Mstep: Class 10 contains 8699 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167963 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34838 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170029 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169917 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247024.000000 Penalty: 96178.070312
Iteration 216Q: 29 clusters Score -1.24247e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 27019 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 134723 members 
Mstep: Class 8 contains 19921 members 
Mstep: Class 9 contains 29136 members 
Mstep: Class 10 contains 8700 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 167956 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34838 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170032 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11432 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169926 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247016.000000 Penalty: 96178.070312
Iteration 217Q: 29 clusters Score -1.24247e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 27021 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6820 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 134725 members 
Mstep: Class 8 contains 19919 members 
Mstep: Class 9 contains 29137 members 
Mstep: Class 10 contains 8701 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 167940 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34838 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170050 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11427 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169926 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247088.000000 Penalty: 96178.070312
Iteration 218Q: 29 clusters Score -1.242471e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27022 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6820 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 134724 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 29141 members 
Mstep: Class 10 contains 8701 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 167934 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170056 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11419 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169931 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247120.000000 Penalty: 96178.070312
Iteration 219Q: 29 clusters Score -1.242471e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27024 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134728 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 8702 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 167926 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34839 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170063 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11409 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169933 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11926 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247088.000000 Penalty: 96178.070312
Iteration 220F: 29 clusters Score -1.242471e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27024 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134728 members 
Mstep: Class 8 contains 19915 members 
Mstep: Class 9 contains 29148 members 
Mstep: Class 10 contains 8705 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167918 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170072 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11400 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169929 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247104.000000 Penalty: 96178.070312
Iteration 221Q: 29 clusters Score -1.242471e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27025 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 134735 members 
Mstep: Class 8 contains 19915 members 
Mstep: Class 9 contains 29152 members 
Mstep: Class 10 contains 8705 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167912 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34836 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170071 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11388 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169935 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247104.000000 Penalty: 96178.070312
Iteration 222Q: 29 clusters Score -1.242471e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27029 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 134744 members 
Mstep: Class 8 contains 19913 members 
Mstep: Class 9 contains 29154 members 
Mstep: Class 10 contains 8706 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167904 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34829 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170077 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11382 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169937 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247064.000000 Penalty: 96178.070312
Iteration 223Q: 29 clusters Score -1.242471e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134747 members 
Mstep: Class 8 contains 19910 members 
Mstep: Class 9 contains 29154 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167902 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34826 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170085 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11381 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169938 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247184.000000 Penalty: 96178.070312
Iteration 224Q: 29 clusters Score -1.242472e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134757 members 
Mstep: Class 8 contains 19906 members 
Mstep: Class 9 contains 29156 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167892 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34820 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170097 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11375 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169937 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247128.000000 Penalty: 96178.070312
Iteration 225Q: 29 clusters Score -1.242471e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 134761 members 
Mstep: Class 8 contains 19905 members 
Mstep: Class 9 contains 29156 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167892 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34819 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170100 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11366 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169938 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247120.000000 Penalty: 96178.070312
Iteration 226Q: 29 clusters Score -1.242471e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134761 members 
Mstep: Class 8 contains 19901 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167890 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170109 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11361 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169934 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247144.000000 Penalty: 96178.070312
Iteration 227Q: 29 clusters Score -1.242471e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27029 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134772 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167886 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34813 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170113 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11357 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169934 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247160.000000 Penalty: 96178.070312
Iteration 228Q: 29 clusters Score -1.242472e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27029 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134780 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167883 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34805 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170118 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11355 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169933 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247120.000000 Penalty: 96178.070312
Iteration 229Q: 29 clusters Score -1.242471e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134794 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29161 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167881 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34793 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170117 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169940 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247120.000000 Penalty: 96178.070312
Iteration 230Q: 29 clusters Score -1.242471e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27027 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134797 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29163 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167885 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34787 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170115 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11347 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169944 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247000.000000 Penalty: 96178.070312
Iteration 231Q: 29 clusters Score -1.24247e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27027 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134804 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29162 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167881 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34778 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170122 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11347 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169944 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247000.000000 Penalty: 96178.070312
Iteration 232Q: 29 clusters Score -1.24247e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134815 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29162 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167874 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34769 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170129 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11345 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169941 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247056.000000 Penalty: 96178.070312
Iteration 233Q: 29 clusters Score -1.242471e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134821 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29161 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34765 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170135 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11343 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169942 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 234Q: 29 clusters Score -1.24247e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27027 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134826 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34764 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170134 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11338 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169947 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246952.000000 Penalty: 96178.070312
Iteration 235Q: 29 clusters Score -1.24247e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27025 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134832 members 
Mstep: Class 8 contains 19899 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167871 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34760 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170136 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11335 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169948 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246904.000000 Penalty: 96178.070312
Iteration 236Q: 29 clusters Score -1.242469e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134836 members 
Mstep: Class 8 contains 19898 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167867 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34757 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170143 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169946 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246968.000000 Penalty: 96178.070312
Iteration 237Q: 29 clusters Score -1.24247e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134839 members 
Mstep: Class 8 contains 19898 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167857 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34754 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170154 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169948 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246952.000000 Penalty: 96178.070312
Iteration 238Q: 29 clusters Score -1.24247e+08 nChanged 33
Entering ConstructFrom: 
Score: -124246952.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Entering Unmasked Estep 
Score: -2130105.500000 Penalty: 2427.749023
	Iteration 0F: 2 clusters Score -2130106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2117408.750000 Penalty: 4855.498047
	Iteration 0F: 3 clusters Score -2117409 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2121937.250000 Penalty: 4855.498047
	Iteration 1F: 3 clusters Score -2121937 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2122392.750000 Penalty: 4855.498047
	Iteration 2F: 3 clusters Score -2122393 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2122757.250000 Penalty: 4855.498047
	Iteration 3Q: 3 clusters Score -2122757 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2123106.250000 Penalty: 4855.498047
	Iteration 4Q: 3 clusters Score -2123106 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2123478.750000 Penalty: 4855.498047
	Iteration 5Q: 3 clusters Score -2123479 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2123891.250000 Penalty: 4855.498047
	Iteration 6Q: 3 clusters Score -2123891 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2124419.250000 Penalty: 4855.498047
	Iteration 7Q: 3 clusters Score -2124419 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2125008.750000 Penalty: 4855.498047
	Iteration 8Q: 3 clusters Score -2125009 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2125623.250000 Penalty: 4855.498047
	Iteration 9Q: 3 clusters Score -2125623 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2126196.000000 Penalty: 4855.498047
	Iteration 10Q: 3 clusters Score -2126196 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2126714.000000 Penalty: 4855.498047
	Iteration 11Q: 3 clusters Score -2126714 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2127204.250000 Penalty: 4855.498047
	Iteration 12Q: 3 clusters Score -2127204 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2127582.000000 Penalty: 4855.498047
	Iteration 13Q: 3 clusters Score -2127582 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2127845.000000 Penalty: 4855.498047
	Iteration 14Q: 3 clusters Score -2127845 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2128004.500000 Penalty: 4855.498047
	Iteration 15Q: 3 clusters Score -2128004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2128108.750000 Penalty: 4855.498047
	Iteration 16Q: 3 clusters Score -2128109 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2128199.750000 Penalty: 4855.498047
	Iteration 17Q: 3 clusters Score -2128200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2128286.000000 Penalty: 4855.498047
	Iteration 18Q: 3 clusters Score -2128286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2128370.750000 Penalty: 4855.498047
	Iteration 19Q: 3 clusters Score -2128371 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2128466.250000 Penalty: 4855.498047
	Iteration 20F: 3 clusters Score -2128466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2128556.500000 Penalty: 4855.498047
	Iteration 21Q: 3 clusters Score -2128556 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2128638.250000 Penalty: 4855.498047
	Iteration 22Q: 3 clusters Score -2128638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2128705.250000 Penalty: 4855.498047
	Iteration 23Q: 3 clusters Score -2128705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2128764.500000 Penalty: 4855.498047
	Iteration 24Q: 3 clusters Score -2128764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2128792.000000 Penalty: 4855.498047
	Iteration 25Q: 3 clusters Score -2128792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2128819.250000 Penalty: 4855.498047
	Iteration 26Q: 3 clusters Score -2128819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2128838.250000 Penalty: 4855.498047
	Iteration 27Q: 3 clusters Score -2128838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2128859.500000 Penalty: 4855.498047
	Iteration 28Q: 3 clusters Score -2128860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2128893.000000 Penalty: 4855.498047
	Iteration 29Q: 3 clusters Score -2128893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2128918.500000 Penalty: 4855.498047
	Iteration 30Q: 3 clusters Score -2128918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2128937.500000 Penalty: 4855.498047
	Iteration 31Q: 3 clusters Score -2128938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2128951.250000 Penalty: 4855.498047
	Iteration 32Q: 3 clusters Score -2128951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2128955.750000 Penalty: 4855.498047
	Iteration 33Q: 3 clusters Score -2128956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2128965.750000 Penalty: 4855.498047
	Iteration 34Q: 3 clusters Score -2128966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2128969.500000 Penalty: 4855.498047
	Iteration 35Q: 3 clusters Score -2128970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2128978.500000 Penalty: 4855.498047
	Iteration 36Q: 3 clusters Score -2128978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2128981.250000 Penalty: 4855.498047
	Iteration 37Q: 3 clusters Score -2128981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2128982.250000 Penalty: 4855.498047
	Iteration 38Q: 3 clusters Score -2128982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2128985.500000 Penalty: 4855.498047
	Iteration 39Q: 3 clusters Score -2128986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2128984.750000 Penalty: 4855.498047
	Iteration 40F: 3 clusters Score -2128985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2128983.500000 Penalty: 4855.498047
	Iteration 41Q: 3 clusters Score -2128984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2128988.000000 Penalty: 4855.498047
	Iteration 42Q: 3 clusters Score -2128988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2128986.000000 Penalty: 4855.498047
	Iteration 43Q: 3 clusters Score -2128986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2128990.500000 Penalty: 4855.498047
	Iteration 44Q: 3 clusters Score -2128990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2128994.500000 Penalty: 4855.498047
	Iteration 45Q: 3 clusters Score -2128994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2128998.500000 Penalty: 4855.498047
	Iteration 46Q: 3 clusters Score -2128998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2129001.250000 Penalty: 4855.498047
	Iteration 47Q: 3 clusters Score -2129001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2129002.250000 Penalty: 4855.498047
	Iteration 48Q: 3 clusters Score -2129002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2129003.750000 Penalty: 4855.498047
	Iteration 49Q: 3 clusters Score -2129004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2129001.500000 Penalty: 4855.498047
	Iteration 50Q: 3 clusters Score -2129002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2129000.750000 Penalty: 4855.498047
	Iteration 51Q: 3 clusters Score -2129001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2129000.250000 Penalty: 4855.498047
	Iteration 52Q: 3 clusters Score -2129000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2129002.500000 Penalty: 4855.498047
	Iteration 53Q: 3 clusters Score -2129002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2129002.750000 Penalty: 4855.498047
	Iteration 54Q: 3 clusters Score -2129003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2129001.000000 Penalty: 4855.498047
	Iteration 55Q: 3 clusters Score -2129001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2129007.250000 Penalty: 4855.498047
	Iteration 56Q: 3 clusters Score -2129007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2129012.250000 Penalty: 4855.498047
	Iteration 57Q: 3 clusters Score -2129012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2129012.750000 Penalty: 4855.498047
	Iteration 58Q: 3 clusters Score -2129013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2129014.250000 Penalty: 4855.498047
	Iteration 59Q: 3 clusters Score -2129014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2129014.500000 Penalty: 4855.498047
	Iteration 60F: 3 clusters Score -2129014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2129023.500000 Penalty: 4855.498047
	Iteration 61Q: 3 clusters Score -2129024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2129020.750000 Penalty: 4855.498047
	Iteration 62Q: 3 clusters Score -2129021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2129023.750000 Penalty: 4855.498047
	Iteration 63Q: 3 clusters Score -2129024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2129022.750000 Penalty: 4855.498047
	Iteration 64Q: 3 clusters Score -2129023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2129023.250000 Penalty: 4855.498047
	Iteration 65Q: 3 clusters Score -2129023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2129028.750000 Penalty: 4855.498047
	Iteration 66Q: 3 clusters Score -2129029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2129031.250000 Penalty: 4855.498047
	Iteration 67Q: 3 clusters Score -2129031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2129029.000000 Penalty: 4855.498047
	Iteration 68Q: 3 clusters Score -2129029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2129032.250000 Penalty: 4855.498047
	Iteration 69Q: 3 clusters Score -2129032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2129031.750000 Penalty: 4855.498047
	Iteration 70Q: 3 clusters Score -2129032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2129034.000000 Penalty: 4855.498047
	Iteration 71Q: 3 clusters Score -2129034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2129036.500000 Penalty: 4855.498047
	Iteration 72Q: 3 clusters Score -2129036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2129038.750000 Penalty: 4855.498047
	Iteration 73Q: 3 clusters Score -2129039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2129041.000000 Penalty: 4855.498047
	Iteration 74Q: 3 clusters Score -2129041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2129042.750000 Penalty: 4855.498047
	Iteration 75Q: 3 clusters Score -2129043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2129044.500000 Penalty: 4855.498047
	Iteration 76Q: 3 clusters Score -2129044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2129041.000000 Penalty: 4855.498047
	Iteration 77Q: 3 clusters Score -2129041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2129044.000000 Penalty: 4855.498047
	Iteration 78Q: 3 clusters Score -2129044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2129049.250000 Penalty: 4855.498047
	Iteration 79Q: 3 clusters Score -2129049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2129048.000000 Penalty: 4855.498047
	Iteration 80F: 3 clusters Score -2129048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2129049.000000 Penalty: 4855.498047
	Iteration 81Q: 3 clusters Score -2129049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2129048.500000 Penalty: 4855.498047
	Iteration 82Q: 3 clusters Score -2129048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2129050.000000 Penalty: 4855.498047
	Iteration 83Q: 3 clusters Score -2129050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2129051.250000 Penalty: 4855.498047
	Iteration 84Q: 3 clusters Score -2129051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2129053.250000 Penalty: 4855.498047
	Iteration 85Q: 3 clusters Score -2129053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2129053.250000 Penalty: 4855.498047
	Iteration 86Q: 3 clusters Score -2129053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2129053.250000 Penalty: 4855.498047
	Iteration 87F: 3 clusters Score -2129053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Entering Unmasked Estep 
Score: -3175051.250000 Penalty: 2530.729492
	Iteration 0F: 2 clusters Score -3175051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3156468.250000 Penalty: 5061.458984
	Iteration 0F: 3 clusters Score -3156468 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3162962.000000 Penalty: 5061.458984
	Iteration 1F: 3 clusters Score -3162962 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3163497.500000 Penalty: 5061.458984
	Iteration 2F: 3 clusters Score -3163498 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3164051.250000 Penalty: 5061.458984
	Iteration 3Q: 3 clusters Score -3164051 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3164639.750000 Penalty: 5061.458984
	Iteration 4Q: 3 clusters Score -3164640 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3165306.500000 Penalty: 5061.458984
	Iteration 5Q: 3 clusters Score -3165306 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3166032.750000 Penalty: 5061.458984
	Iteration 6F: 3 clusters Score -3166033 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3166861.750000 Penalty: 5061.458984
	Iteration 7F: 3 clusters Score -3166862 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3167701.500000 Penalty: 5061.458984
	Iteration 8F: 3 clusters Score -3167702 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3168454.500000 Penalty: 5061.458984
	Iteration 9F: 3 clusters Score -3168454 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3169026.000000 Penalty: 5061.458984
	Iteration 10Q: 3 clusters Score -3169026 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3169451.000000 Penalty: 5061.458984
	Iteration 11Q: 3 clusters Score -3169451 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3169781.500000 Penalty: 5061.458984
	Iteration 12Q: 3 clusters Score -3169782 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3170019.000000 Penalty: 5061.458984
	Iteration 13Q: 3 clusters Score -3170019 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3170264.750000 Penalty: 5061.458984
	Iteration 14Q: 3 clusters Score -3170265 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3170510.250000 Penalty: 5061.458984
	Iteration 15Q: 3 clusters Score -3170510 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3170779.000000 Penalty: 5061.458984
	Iteration 16Q: 3 clusters Score -3170779 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3171001.500000 Penalty: 5061.458984
	Iteration 17Q: 3 clusters Score -3171002 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3171246.000000 Penalty: 5061.458984
	Iteration 18Q: 3 clusters Score -3171246 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3171440.500000 Penalty: 5061.458984
	Iteration 19Q: 3 clusters Score -3171440 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3171616.750000 Penalty: 5061.458984
	Iteration 20F: 3 clusters Score -3171617 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3171777.000000 Penalty: 5061.458984
	Iteration 21Q: 3 clusters Score -3171777 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3171917.500000 Penalty: 5061.458984
	Iteration 22Q: 3 clusters Score -3171918 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3172043.500000 Penalty: 5061.458984
	Iteration 23Q: 3 clusters Score -3172044 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3172153.000000 Penalty: 5061.458984
	Iteration 24Q: 3 clusters Score -3172153 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3172269.500000 Penalty: 5061.458984
	Iteration 25Q: 3 clusters Score -3172270 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3172374.750000 Penalty: 5061.458984
	Iteration 26Q: 3 clusters Score -3172375 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3172470.250000 Penalty: 5061.458984
	Iteration 27Q: 3 clusters Score -3172470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3172538.500000 Penalty: 5061.458984
	Iteration 28Q: 3 clusters Score -3172538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3172592.000000 Penalty: 5061.458984
	Iteration 29Q: 3 clusters Score -3172592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3172652.750000 Penalty: 5061.458984
	Iteration 30Q: 3 clusters Score -3172653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3172701.250000 Penalty: 5061.458984
	Iteration 31Q: 3 clusters Score -3172701 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3172751.000000 Penalty: 5061.458984
	Iteration 32Q: 3 clusters Score -3172751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3172791.250000 Penalty: 5061.458984
	Iteration 33Q: 3 clusters Score -3172791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3172815.500000 Penalty: 5061.458984
	Iteration 34Q: 3 clusters Score -3172816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3172840.500000 Penalty: 5061.458984
	Iteration 35Q: 3 clusters Score -3172840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3172865.000000 Penalty: 5061.458984
	Iteration 36Q: 3 clusters Score -3172865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3172894.500000 Penalty: 5061.458984
	Iteration 37Q: 3 clusters Score -3172894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3172910.750000 Penalty: 5061.458984
	Iteration 38Q: 3 clusters Score -3172911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3172940.750000 Penalty: 5061.458984
	Iteration 39Q: 3 clusters Score -3172941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3172976.500000 Penalty: 5061.458984
	Iteration 40F: 3 clusters Score -3172976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3172991.250000 Penalty: 5061.458984
	Iteration 41Q: 3 clusters Score -3172991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3172996.750000 Penalty: 5061.458984
	Iteration 42Q: 3 clusters Score -3172997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3173004.250000 Penalty: 5061.458984
	Iteration 43Q: 3 clusters Score -3173004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3173010.500000 Penalty: 5061.458984
	Iteration 44Q: 3 clusters Score -3173010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3173019.000000 Penalty: 5061.458984
	Iteration 45Q: 3 clusters Score -3173019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3173023.750000 Penalty: 5061.458984
	Iteration 46Q: 3 clusters Score -3173024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3173029.000000 Penalty: 5061.458984
	Iteration 47Q: 3 clusters Score -3173029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3173036.750000 Penalty: 5061.458984
	Iteration 48Q: 3 clusters Score -3173037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3173036.500000 Penalty: 5061.458984
	Iteration 49Q: 3 clusters Score -3173036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3173038.500000 Penalty: 5061.458984
	Iteration 50Q: 3 clusters Score -3173038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3173040.000000 Penalty: 5061.458984
	Iteration 51Q: 3 clusters Score -3173040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3173047.750000 Penalty: 5061.458984
	Iteration 52Q: 3 clusters Score -3173048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3173046.500000 Penalty: 5061.458984
	Iteration 53Q: 3 clusters Score -3173046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3173046.500000 Penalty: 5061.458984
	Iteration 54F: 3 clusters Score -3173046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -591929.562500 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -591929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -587430.187500 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -587430.2 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -588530.250000 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -588530.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -588826.937500 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -588826.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -589039.312500 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -589039.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -589252.937500 Penalty: 4227.297852
	Iteration 4F: 3 clusters Score -589252.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -589489.062500 Penalty: 4227.297852
	Iteration 5F: 3 clusters Score -589489.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -589699.750000 Penalty: 4227.297852
	Iteration 6F: 3 clusters Score -589699.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -589877.125000 Penalty: 4227.297852
	Iteration 7Q: 3 clusters Score -589877.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -590011.312500 Penalty: 4227.297852
	Iteration 8Q: 3 clusters Score -590011.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -590099.500000 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -590099.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -590163.937500 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -590163.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -590207.250000 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -590207.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -590240.687500 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -590240.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -590266.062500 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -590266.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -590281.312500 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -590281.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -590294.187500 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -590294.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -590303.375000 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -590303.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -590308.000000 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -590308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -590311.875000 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -590311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -590315.000000 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -590315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -590319.500000 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -590319.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -590322.562500 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -590322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -590324.750000 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -590324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -590328.812500 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -590328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -590330.937500 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -590330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -590333.125000 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -590333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -590332.562500 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -590332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -590334.500000 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -590334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -590336.125000 Penalty: 4227.297852
	Iteration 28Q: 3 clusters Score -590336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -590335.500000 Penalty: 4227.297852
	Iteration 29Q: 3 clusters Score -590335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -590335.937500 Penalty: 4227.297852
	Iteration 30Q: 3 clusters Score -590335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -590335.625000 Penalty: 4227.297852
	Iteration 31Q: 3 clusters Score -590335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -590335.625000 Penalty: 4227.297852
	Iteration 32F: 3 clusters Score -590335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -632017.125000 Penalty: 2122.657471
	Iteration 0F: 2 clusters Score -632017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -627326.125000 Penalty: 4245.314941
	Iteration 0F: 3 clusters Score -627326.1 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -628436.875000 Penalty: 4245.314941
	Iteration 1F: 3 clusters Score -628436.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -628685.437500 Penalty: 4245.314941
	Iteration 2F: 3 clusters Score -628685.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -628867.562500 Penalty: 4245.314941
	Iteration 3F: 3 clusters Score -628867.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -629001.562500 Penalty: 4245.314941
	Iteration 4Q: 3 clusters Score -629001.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -629113.375000 Penalty: 4245.314941
	Iteration 5Q: 3 clusters Score -629113.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -629218.062500 Penalty: 4245.314941
	Iteration 6Q: 3 clusters Score -629218.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -629305.062500 Penalty: 4245.314941
	Iteration 7Q: 3 clusters Score -629305.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -629399.875000 Penalty: 4245.314941
	Iteration 8Q: 3 clusters Score -629399.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -629484.000000 Penalty: 4245.314941
	Iteration 9Q: 3 clusters Score -629484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -629551.250000 Penalty: 4245.314941
	Iteration 10Q: 3 clusters Score -629551.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -629621.125000 Penalty: 4245.314941
	Iteration 11Q: 3 clusters Score -629621.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -629677.125000 Penalty: 4245.314941
	Iteration 12Q: 3 clusters Score -629677.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -629733.500000 Penalty: 4245.314941
	Iteration 13Q: 3 clusters Score -629733.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -629785.875000 Penalty: 4245.314941
	Iteration 14Q: 3 clusters Score -629785.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -629835.187500 Penalty: 4245.314941
	Iteration 15Q: 3 clusters Score -629835.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -629894.562500 Penalty: 4245.314941
	Iteration 16Q: 3 clusters Score -629894.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -629956.062500 Penalty: 4245.314941
	Iteration 17Q: 3 clusters Score -629956.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -630003.437500 Penalty: 4245.314941
	Iteration 18Q: 3 clusters Score -630003.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -630037.750000 Penalty: 4245.314941
	Iteration 19Q: 3 clusters Score -630037.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -630060.687500 Penalty: 4245.314941
	Iteration 20F: 3 clusters Score -630060.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -630078.687500 Penalty: 4245.314941
	Iteration 21Q: 3 clusters Score -630078.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -630096.250000 Penalty: 4245.314941
	Iteration 22Q: 3 clusters Score -630096.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -630114.125000 Penalty: 4245.314941
	Iteration 23Q: 3 clusters Score -630114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -630119.562500 Penalty: 4245.314941
	Iteration 24Q: 3 clusters Score -630119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -630121.562500 Penalty: 4245.314941
	Iteration 25Q: 3 clusters Score -630121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -630124.187500 Penalty: 4245.314941
	Iteration 26Q: 3 clusters Score -630124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -630125.687500 Penalty: 4245.314941
	Iteration 27Q: 3 clusters Score -630125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -630125.375000 Penalty: 4245.314941
	Iteration 28Q: 3 clusters Score -630125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -630125.375000 Penalty: 4245.314941
	Iteration 29F: 3 clusters Score -630125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -769931.187500 Penalty: 2189.321045
	Iteration 0F: 2 clusters Score -769931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -764330.312500 Penalty: 4378.642090
	Iteration 0F: 3 clusters Score -764330.3 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -765946.437500 Penalty: 4378.642090
	Iteration 1F: 3 clusters Score -765946.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -766412.312500 Penalty: 4378.642090
	Iteration 2F: 3 clusters Score -766412.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -766794.562500 Penalty: 4378.642090
	Iteration 3F: 3 clusters Score -766794.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -767084.250000 Penalty: 4378.642090
	Iteration 4F: 3 clusters Score -767084.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -767313.000000 Penalty: 4378.642090
	Iteration 5F: 3 clusters Score -767313 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -767528.500000 Penalty: 4378.642090
	Iteration 6Q: 3 clusters Score -767528.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -767714.312500 Penalty: 4378.642090
	Iteration 7Q: 3 clusters Score -767714.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -767867.687500 Penalty: 4378.642090
	Iteration 8Q: 3 clusters Score -767867.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -767980.562500 Penalty: 4378.642090
	Iteration 9Q: 3 clusters Score -767980.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -768083.062500 Penalty: 4378.642090
	Iteration 10Q: 3 clusters Score -768083.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -768165.250000 Penalty: 4378.642090
	Iteration 11Q: 3 clusters Score -768165.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -768241.375000 Penalty: 4378.642090
	Iteration 12Q: 3 clusters Score -768241.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -768311.687500 Penalty: 4378.642090
	Iteration 13Q: 3 clusters Score -768311.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -768363.062500 Penalty: 4378.642090
	Iteration 14Q: 3 clusters Score -768363.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -768403.750000 Penalty: 4378.642090
	Iteration 15Q: 3 clusters Score -768403.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -768436.375000 Penalty: 4378.642090
	Iteration 16Q: 3 clusters Score -768436.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -768451.437500 Penalty: 4378.642090
	Iteration 17Q: 3 clusters Score -768451.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -768461.625000 Penalty: 4378.642090
	Iteration 18Q: 3 clusters Score -768461.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -768467.125000 Penalty: 4378.642090
	Iteration 19Q: 3 clusters Score -768467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -768470.375000 Penalty: 4378.642090
	Iteration 20F: 3 clusters Score -768470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -768476.750000 Penalty: 4378.642090
	Iteration 21Q: 3 clusters Score -768476.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -768478.125000 Penalty: 4378.642090
	Iteration 22Q: 3 clusters Score -768478.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -768486.562500 Penalty: 4378.642090
	Iteration 23Q: 3 clusters Score -768486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -768486.812500 Penalty: 4378.642090
	Iteration 24Q: 3 clusters Score -768486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -768489.687500 Penalty: 4378.642090
	Iteration 25Q: 3 clusters Score -768489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -768490.562500 Penalty: 4378.642090
	Iteration 26Q: 3 clusters Score -768490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -768491.187500 Penalty: 4378.642090
	Iteration 27Q: 3 clusters Score -768491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -768492.187500 Penalty: 4378.642090
	Iteration 28Q: 3 clusters Score -768492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -768492.125000 Penalty: 4378.642090
	Iteration 29Q: 3 clusters Score -768492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -768493.062500 Penalty: 4378.642090
	Iteration 30Q: 3 clusters Score -768493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -768493.062500 Penalty: 4378.642090
	Iteration 31F: 3 clusters Score -768493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Entering Unmasked Estep 
Score: -5369331.000000 Penalty: 2659.441406
	Iteration 0F: 2 clusters Score -5369331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5338606.500000 Penalty: 5318.882812
	Iteration 0F: 3 clusters Score -5338606 nChanged 20887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -5350395.500000 Penalty: 5318.882812
	Iteration 1F: 3 clusters Score -5350396 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -5351085.000000 Penalty: 5318.882812
	Iteration 2Q: 3 clusters Score -5351085 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5352013.500000 Penalty: 5318.882812
	Iteration 3Q: 3 clusters Score -5352014 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -5353319.500000 Penalty: 5318.882812
	Iteration 4F: 3 clusters Score -5353320 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5355435.000000 Penalty: 5318.882812
	Iteration 5F: 3 clusters Score -5355435 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -5358549.000000 Penalty: 5318.882812
	Iteration 6F: 3 clusters Score -5358549 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5362030.500000 Penalty: 5318.882812
	Iteration 7F: 3 clusters Score -5362030 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5364790.000000 Penalty: 5318.882812
	Iteration 8F: 3 clusters Score -5364790 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5366445.500000 Penalty: 5318.882812
	Iteration 9Q: 3 clusters Score -5366446 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5367411.500000 Penalty: 5318.882812
	Iteration 10Q: 3 clusters Score -5367412 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -5367851.500000 Penalty: 5318.882812
	Iteration 11Q: 3 clusters Score -5367852 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5368039.000000 Penalty: 5318.882812
	Iteration 12Q: 3 clusters Score -5368039 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5368149.500000 Penalty: 5318.882812
	Iteration 13Q: 3 clusters Score -5368150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -5368193.000000 Penalty: 5318.882812
	Iteration 14Q: 3 clusters Score -5368193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -5368227.500000 Penalty: 5318.882812
	Iteration 15Q: 3 clusters Score -5368228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5368234.000000 Penalty: 5318.882812
	Iteration 16Q: 3 clusters Score -5368234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5368236.000000 Penalty: 5318.882812
	Iteration 17Q: 3 clusters Score -5368236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -5368250.000000 Penalty: 5318.882812
	Iteration 18Q: 3 clusters Score -5368250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5368250.500000 Penalty: 5318.882812
	Iteration 19Q: 3 clusters Score -5368250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -5368251.500000 Penalty: 5318.882812
	Iteration 20F: 3 clusters Score -5368252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -5368250.000000 Penalty: 5318.882812
	Iteration 21Q: 3 clusters Score -5368250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -5368239.000000 Penalty: 5318.882812
	Iteration 22Q: 3 clusters Score -5368239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -5368240.500000 Penalty: 5318.882812
	Iteration 23Q: 3 clusters Score -5368240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5368237.500000 Penalty: 5318.882812
	Iteration 24Q: 3 clusters Score -5368238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5368234.000000 Penalty: 5318.882812
	Iteration 25Q: 3 clusters Score -5368234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5368238.000000 Penalty: 5318.882812
	Iteration 26Q: 3 clusters Score -5368238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -5368238.000000 Penalty: 5318.882812
	Iteration 27Q: 3 clusters Score -5368238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5368233.500000 Penalty: 5318.882812
	Iteration 28Q: 3 clusters Score -5368234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5368231.500000 Penalty: 5318.882812
	Iteration 29Q: 3 clusters Score -5368232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5368231.500000 Penalty: 5318.882812
	Iteration 30Q: 3 clusters Score -5368232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5368237.500000 Penalty: 5318.882812
	Iteration 31Q: 3 clusters Score -5368238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -5368241.000000 Penalty: 5318.882812
	Iteration 32Q: 3 clusters Score -5368241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -5368237.500000 Penalty: 5318.882812
	Iteration 33Q: 3 clusters Score -5368238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -5368237.500000 Penalty: 5318.882812
	Iteration 34F: 3 clusters Score -5368238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Entering Unmasked Estep 
Score: -16450258.000000 Penalty: 2929.341064
	Iteration 0F: 2 clusters Score -1.645026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -16360099.000000 Penalty: 5858.682129
	Iteration 0F: 3 clusters Score -1.63601e+07 nChanged 64220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -16397116.000000 Penalty: 5858.682129
	Iteration 1F: 3 clusters Score -1.639712e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -16398307.000000 Penalty: 5858.682129
	Iteration 2Q: 3 clusters Score -1.639831e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -16399817.000000 Penalty: 5858.682129
	Iteration 3Q: 3 clusters Score -1.639982e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -16402235.000000 Penalty: 5858.682129
	Iteration 4Q: 3 clusters Score -1.640224e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -16406161.000000 Penalty: 5858.682129
	Iteration 5F: 3 clusters Score -1.640616e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -16411812.000000 Penalty: 5858.682129
	Iteration 6F: 3 clusters Score -1.641181e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -16417792.000000 Penalty: 5858.682129
	Iteration 7F: 3 clusters Score -1.641779e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -16423111.000000 Penalty: 5858.682129
	Iteration 8F: 3 clusters Score -1.642311e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 106131 members 
Entering Unmasked Estep 
Score: -16427556.000000 Penalty: 5858.682129
	Iteration 9F: 3 clusters Score -1.642756e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 112120 members 
Entering Unmasked Estep 
Score: -16431257.000000 Penalty: 5858.682129
	Iteration 10Q: 3 clusters Score -1.643126e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -16434969.000000 Penalty: 5858.682129
	Iteration 11Q: 3 clusters Score -1.643497e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 122735 members 
Entering Unmasked Estep 
Score: -16438538.000000 Penalty: 5858.682129
	Iteration 12Q: 3 clusters Score -1.643854e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -16441720.000000 Penalty: 5858.682129
	Iteration 13Q: 3 clusters Score -1.644172e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 129962 members 
Entering Unmasked Estep 
Score: -16444166.000000 Penalty: 5858.682129
	Iteration 14Q: 3 clusters Score -1.644417e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -16445735.000000 Penalty: 5858.682129
	Iteration 15Q: 3 clusters Score -1.644574e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 133077 members 
Entering Unmasked Estep 
Score: -16446723.000000 Penalty: 5858.682129
	Iteration 16Q: 3 clusters Score -1.644672e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 133652 members 
Entering Unmasked Estep 
Score: -16447155.000000 Penalty: 5858.682129
	Iteration 17Q: 3 clusters Score -1.644716e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 133906 members 
Entering Unmasked Estep 
Score: -16447396.000000 Penalty: 5858.682129
	Iteration 18Q: 3 clusters Score -1.64474e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 134039 members 
Entering Unmasked Estep 
Score: -16447511.000000 Penalty: 5858.682129
	Iteration 19Q: 3 clusters Score -1.644751e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 134126 members 
Entering Unmasked Estep 
Score: -16447611.000000 Penalty: 5858.682129
	Iteration 20F: 3 clusters Score -1.644761e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 134180 members 
Entering Unmasked Estep 
Score: -16447663.000000 Penalty: 5858.682129
	Iteration 21Q: 3 clusters Score -1.644766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
Score: -16447702.000000 Penalty: 5858.682129
	Iteration 22Q: 3 clusters Score -1.64477e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 134234 members 
Entering Unmasked Estep 
Score: -16447719.000000 Penalty: 5858.682129
	Iteration 23Q: 3 clusters Score -1.644772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 134255 members 
Entering Unmasked Estep 
Score: -16447731.000000 Penalty: 5858.682129
	Iteration 24Q: 3 clusters Score -1.644773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 134266 members 
Entering Unmasked Estep 
Score: -16447752.000000 Penalty: 5858.682129
	Iteration 25Q: 3 clusters Score -1.644775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -16447761.000000 Penalty: 5858.682129
	Iteration 26Q: 3 clusters Score -1.644776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
Score: -16447784.000000 Penalty: 5858.682129
	Iteration 27Q: 3 clusters Score -1.644778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 134298 members 
Entering Unmasked Estep 
Score: -16447788.000000 Penalty: 5858.682129
	Iteration 28Q: 3 clusters Score -1.644779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 134298 members 
Entering Unmasked Estep 
Score: -16447792.000000 Penalty: 5858.682129
	Iteration 29Q: 3 clusters Score -1.644779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 134304 members 
Entering Unmasked Estep 
Score: -16447796.000000 Penalty: 5858.682129
	Iteration 30Q: 3 clusters Score -1.64478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 134306 members 
Entering Unmasked Estep 
Score: -16447796.000000 Penalty: 5858.682129
	Iteration 31Q: 3 clusters Score -1.64478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 134304 members 
Entering Unmasked Estep 
Score: -16447795.000000 Penalty: 5858.682129
	Iteration 32Q: 3 clusters Score -1.64478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
Score: -16447804.000000 Penalty: 5858.682129
	Iteration 33Q: 3 clusters Score -1.64478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
Score: -16447804.000000 Penalty: 5858.682129
	Iteration 34F: 3 clusters Score -1.64478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Entering Unmasked Estep 
Score: -2449730.750000 Penalty: 2454.809326
	Iteration 0F: 2 clusters Score -2449731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2435709.500000 Penalty: 4909.618652
	Iteration 0F: 3 clusters Score -2435710 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2440402.500000 Penalty: 4909.618652
	Iteration 1F: 3 clusters Score -2440402 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2440795.500000 Penalty: 4909.618652
	Iteration 2F: 3 clusters Score -2440796 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2441150.250000 Penalty: 4909.618652
	Iteration 3Q: 3 clusters Score -2441150 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2441465.000000 Penalty: 4909.618652
	Iteration 4Q: 3 clusters Score -2441465 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2441767.500000 Penalty: 4909.618652
	Iteration 5Q: 3 clusters Score -2441768 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2442060.750000 Penalty: 4909.618652
	Iteration 6Q: 3 clusters Score -2442061 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2442398.250000 Penalty: 4909.618652
	Iteration 7Q: 3 clusters Score -2442398 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2442778.000000 Penalty: 4909.618652
	Iteration 8Q: 3 clusters Score -2442778 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2443154.750000 Penalty: 4909.618652
	Iteration 9Q: 3 clusters Score -2443155 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2443545.000000 Penalty: 4909.618652
	Iteration 10Q: 3 clusters Score -2443545 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2443915.250000 Penalty: 4909.618652
	Iteration 11Q: 3 clusters Score -2443915 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2444264.000000 Penalty: 4909.618652
	Iteration 12Q: 3 clusters Score -2444264 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2444559.250000 Penalty: 4909.618652
	Iteration 13Q: 3 clusters Score -2444559 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2444849.250000 Penalty: 4909.618652
	Iteration 14Q: 3 clusters Score -2444849 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2445071.000000 Penalty: 4909.618652
	Iteration 15Q: 3 clusters Score -2445071 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2445221.500000 Penalty: 4909.618652
	Iteration 16Q: 3 clusters Score -2445222 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2445351.000000 Penalty: 4909.618652
	Iteration 17Q: 3 clusters Score -2445351 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2445451.000000 Penalty: 4909.618652
	Iteration 18Q: 3 clusters Score -2445451 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2445527.250000 Penalty: 4909.618652
	Iteration 19Q: 3 clusters Score -2445527 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2445609.500000 Penalty: 4909.618652
	Iteration 20F: 3 clusters Score -2445610 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2445685.500000 Penalty: 4909.618652
	Iteration 21Q: 3 clusters Score -2445686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2445738.250000 Penalty: 4909.618652
	Iteration 22Q: 3 clusters Score -2445738 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2445805.250000 Penalty: 4909.618652
	Iteration 23Q: 3 clusters Score -2445805 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2445871.250000 Penalty: 4909.618652
	Iteration 24Q: 3 clusters Score -2445871 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2445932.000000 Penalty: 4909.618652
	Iteration 25Q: 3 clusters Score -2445932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2445992.500000 Penalty: 4909.618652
	Iteration 26Q: 3 clusters Score -2445992 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2446049.000000 Penalty: 4909.618652
	Iteration 27Q: 3 clusters Score -2446049 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2446114.750000 Penalty: 4909.618652
	Iteration 28Q: 3 clusters Score -2446115 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2446193.750000 Penalty: 4909.618652
	Iteration 29Q: 3 clusters Score -2446194 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2446282.500000 Penalty: 4909.618652
	Iteration 30Q: 3 clusters Score -2446282 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2446373.000000 Penalty: 4909.618652
	Iteration 31Q: 3 clusters Score -2446373 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2446469.000000 Penalty: 4909.618652
	Iteration 32Q: 3 clusters Score -2446469 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2446558.250000 Penalty: 4909.618652
	Iteration 33Q: 3 clusters Score -2446558 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2446667.750000 Penalty: 4909.618652
	Iteration 34Q: 3 clusters Score -2446668 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2446749.750000 Penalty: 4909.618652
	Iteration 35Q: 3 clusters Score -2446750 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2446861.500000 Penalty: 4909.618652
	Iteration 36Q: 3 clusters Score -2446862 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2446964.750000 Penalty: 4909.618652
	Iteration 37Q: 3 clusters Score -2446965 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2447029.750000 Penalty: 4909.618652
	Iteration 38Q: 3 clusters Score -2447030 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2447091.500000 Penalty: 4909.618652
	Iteration 39Q: 3 clusters Score -2447092 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2447165.750000 Penalty: 4909.618652
	Iteration 40F: 3 clusters Score -2447166 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2447216.750000 Penalty: 4909.618652
	Iteration 41Q: 3 clusters Score -2447217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2447265.250000 Penalty: 4909.618652
	Iteration 42Q: 3 clusters Score -2447265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2447306.000000 Penalty: 4909.618652
	Iteration 43Q: 3 clusters Score -2447306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2447341.250000 Penalty: 4909.618652
	Iteration 44Q: 3 clusters Score -2447341 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2447373.250000 Penalty: 4909.618652
	Iteration 45Q: 3 clusters Score -2447373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2447415.000000 Penalty: 4909.618652
	Iteration 46Q: 3 clusters Score -2447415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2447436.250000 Penalty: 4909.618652
	Iteration 47Q: 3 clusters Score -2447436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2447453.750000 Penalty: 4909.618652
	Iteration 48Q: 3 clusters Score -2447454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2447466.000000 Penalty: 4909.618652
	Iteration 49Q: 3 clusters Score -2447466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2447481.250000 Penalty: 4909.618652
	Iteration 50Q: 3 clusters Score -2447481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2447497.500000 Penalty: 4909.618652
	Iteration 51Q: 3 clusters Score -2447498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2447511.500000 Penalty: 4909.618652
	Iteration 52Q: 3 clusters Score -2447512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2447514.250000 Penalty: 4909.618652
	Iteration 53Q: 3 clusters Score -2447514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2447519.000000 Penalty: 4909.618652
	Iteration 54Q: 3 clusters Score -2447519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2447525.000000 Penalty: 4909.618652
	Iteration 55Q: 3 clusters Score -2447525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2447527.500000 Penalty: 4909.618652
	Iteration 56Q: 3 clusters Score -2447528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2447531.000000 Penalty: 4909.618652
	Iteration 57Q: 3 clusters Score -2447531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2447534.000000 Penalty: 4909.618652
	Iteration 58Q: 3 clusters Score -2447534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2447532.000000 Penalty: 4909.618652
	Iteration 59Q: 3 clusters Score -2447532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2447530.250000 Penalty: 4909.618652
	Iteration 60F: 3 clusters Score -2447530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2447530.500000 Penalty: 4909.618652
	Iteration 61Q: 3 clusters Score -2447530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2447535.750000 Penalty: 4909.618652
	Iteration 62Q: 3 clusters Score -2447536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2447540.750000 Penalty: 4909.618652
	Iteration 63Q: 3 clusters Score -2447541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2447543.750000 Penalty: 4909.618652
	Iteration 64Q: 3 clusters Score -2447544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2447544.750000 Penalty: 4909.618652
	Iteration 65Q: 3 clusters Score -2447545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2447545.250000 Penalty: 4909.618652
	Iteration 66Q: 3 clusters Score -2447545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2447546.250000 Penalty: 4909.618652
	Iteration 67Q: 3 clusters Score -2447546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2447548.500000 Penalty: 4909.618652
	Iteration 68Q: 3 clusters Score -2447548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2447548.250000 Penalty: 4909.618652
	Iteration 69Q: 3 clusters Score -2447548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2447549.000000 Penalty: 4909.618652
	Iteration 70Q: 3 clusters Score -2447549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2447552.500000 Penalty: 4909.618652
	Iteration 71Q: 3 clusters Score -2447552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2447553.250000 Penalty: 4909.618652
	Iteration 72Q: 3 clusters Score -2447553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2447558.000000 Penalty: 4909.618652
	Iteration 73Q: 3 clusters Score -2447558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2447561.500000 Penalty: 4909.618652
	Iteration 74Q: 3 clusters Score -2447562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2447558.750000 Penalty: 4909.618652
	Iteration 75Q: 3 clusters Score -2447559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2447561.000000 Penalty: 4909.618652
	Iteration 76Q: 3 clusters Score -2447561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2447563.000000 Penalty: 4909.618652
	Iteration 77Q: 3 clusters Score -2447563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2447562.250000 Penalty: 4909.618652
	Iteration 78Q: 3 clusters Score -2447562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2447564.000000 Penalty: 4909.618652
	Iteration 79Q: 3 clusters Score -2447564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2447572.250000 Penalty: 4909.618652
	Iteration 80F: 3 clusters Score -2447572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2447572.250000 Penalty: 4909.618652
	Iteration 81Q: 3 clusters Score -2447572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2447574.250000 Penalty: 4909.618652
	Iteration 82Q: 3 clusters Score -2447574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2447583.250000 Penalty: 4909.618652
	Iteration 83Q: 3 clusters Score -2447583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2447583.750000 Penalty: 4909.618652
	Iteration 84Q: 3 clusters Score -2447584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2447584.250000 Penalty: 4909.618652
	Iteration 85Q: 3 clusters Score -2447584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2447587.500000 Penalty: 4909.618652
	Iteration 86Q: 3 clusters Score -2447588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2447588.000000 Penalty: 4909.618652
	Iteration 87Q: 3 clusters Score -2447588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2447588.250000 Penalty: 4909.618652
	Iteration 88Q: 3 clusters Score -2447588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2447590.750000 Penalty: 4909.618652
	Iteration 89Q: 3 clusters Score -2447591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2447590.500000 Penalty: 4909.618652
	Iteration 90Q: 3 clusters Score -2447590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2447590.500000 Penalty: 4909.618652
	Iteration 91F: 3 clusters Score -2447590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Entering Unmasked Estep 
Score: -3532329.000000 Penalty: 2549.551514
	Iteration 0F: 2 clusters Score -3532329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3512374.250000 Penalty: 5099.103027
	Iteration 0F: 3 clusters Score -3512374 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3519397.250000 Penalty: 5099.103027
	Iteration 1F: 3 clusters Score -3519397 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3519908.750000 Penalty: 5099.103027
	Iteration 2Q: 3 clusters Score -3519909 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3520410.250000 Penalty: 5099.103027
	Iteration 3Q: 3 clusters Score -3520410 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3520952.000000 Penalty: 5099.103027
	Iteration 4Q: 3 clusters Score -3520952 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3521619.500000 Penalty: 5099.103027
	Iteration 5Q: 3 clusters Score -3521620 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3522580.250000 Penalty: 5099.103027
	Iteration 6F: 3 clusters Score -3522580 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3523873.250000 Penalty: 5099.103027
	Iteration 7F: 3 clusters Score -3523873 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3525477.750000 Penalty: 5099.103027
	Iteration 8F: 3 clusters Score -3525478 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3527210.500000 Penalty: 5099.103027
	Iteration 9F: 3 clusters Score -3527210 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3528509.750000 Penalty: 5099.103027
	Iteration 10Q: 3 clusters Score -3528510 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3529297.000000 Penalty: 5099.103027
	Iteration 11Q: 3 clusters Score -3529297 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3529727.000000 Penalty: 5099.103027
	Iteration 12Q: 3 clusters Score -3529727 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3529944.250000 Penalty: 5099.103027
	Iteration 13Q: 3 clusters Score -3529944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3530022.500000 Penalty: 5099.103027
	Iteration 14Q: 3 clusters Score -3530022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3530075.250000 Penalty: 5099.103027
	Iteration 15Q: 3 clusters Score -3530075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3530093.750000 Penalty: 5099.103027
	Iteration 16Q: 3 clusters Score -3530094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3530109.500000 Penalty: 5099.103027
	Iteration 17Q: 3 clusters Score -3530110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3530115.250000 Penalty: 5099.103027
	Iteration 18Q: 3 clusters Score -3530115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3530126.500000 Penalty: 5099.103027
	Iteration 19Q: 3 clusters Score -3530126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3530131.750000 Penalty: 5099.103027
	Iteration 20F: 3 clusters Score -3530132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3530135.000000 Penalty: 5099.103027
	Iteration 21Q: 3 clusters Score -3530135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3530137.000000 Penalty: 5099.103027
	Iteration 22Q: 3 clusters Score -3530137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3530143.250000 Penalty: 5099.103027
	Iteration 23Q: 3 clusters Score -3530143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3530144.750000 Penalty: 5099.103027
	Iteration 24Q: 3 clusters Score -3530145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3530151.000000 Penalty: 5099.103027
	Iteration 25Q: 3 clusters Score -3530151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3530153.750000 Penalty: 5099.103027
	Iteration 26Q: 3 clusters Score -3530154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3530153.750000 Penalty: 5099.103027
	Iteration 27F: 3 clusters Score -3530154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -993445.312500 Penalty: 2249.855469
	Iteration 0F: 2 clusters Score -993445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -986610.187500 Penalty: 4499.710938
	Iteration 0F: 3 clusters Score -986610.2 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -988670.625000 Penalty: 4499.710938
	Iteration 1F: 3 clusters Score -988670.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -989101.812500 Penalty: 4499.710938
	Iteration 2F: 3 clusters Score -989101.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -989434.687500 Penalty: 4499.710938
	Iteration 3F: 3 clusters Score -989434.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -989653.062500 Penalty: 4499.710938
	Iteration 4Q: 3 clusters Score -989653.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -989828.500000 Penalty: 4499.710938
	Iteration 5Q: 3 clusters Score -989828.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -989981.937500 Penalty: 4499.710938
	Iteration 6Q: 3 clusters Score -989981.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -990142.562500 Penalty: 4499.710938
	Iteration 7Q: 3 clusters Score -990142.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -990283.125000 Penalty: 4499.710938
	Iteration 8Q: 3 clusters Score -990283.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -990407.187500 Penalty: 4499.710938
	Iteration 9Q: 3 clusters Score -990407.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -990527.875000 Penalty: 4499.710938
	Iteration 10Q: 3 clusters Score -990527.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -990645.250000 Penalty: 4499.710938
	Iteration 11Q: 3 clusters Score -990645.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -990765.062500 Penalty: 4499.710938
	Iteration 12Q: 3 clusters Score -990765.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -990896.875000 Penalty: 4499.710938
	Iteration 13Q: 3 clusters Score -990896.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -991045.937500 Penalty: 4499.710938
	Iteration 14Q: 3 clusters Score -991045.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -991186.875000 Penalty: 4499.710938
	Iteration 15Q: 3 clusters Score -991186.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -991322.562500 Penalty: 4499.710938
	Iteration 16Q: 3 clusters Score -991322.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -991449.062500 Penalty: 4499.710938
	Iteration 17Q: 3 clusters Score -991449.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -991557.812500 Penalty: 4499.710938
	Iteration 18Q: 3 clusters Score -991557.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -991638.875000 Penalty: 4499.710938
	Iteration 19Q: 3 clusters Score -991638.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -991685.312500 Penalty: 4499.710938
	Iteration 20F: 3 clusters Score -991685.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -991727.625000 Penalty: 4499.710938
	Iteration 21Q: 3 clusters Score -991727.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -991757.250000 Penalty: 4499.710938
	Iteration 22Q: 3 clusters Score -991757.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -991782.250000 Penalty: 4499.710938
	Iteration 23Q: 3 clusters Score -991782.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -991806.000000 Penalty: 4499.710938
	Iteration 24Q: 3 clusters Score -991806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -991823.562500 Penalty: 4499.710938
	Iteration 25Q: 3 clusters Score -991823.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -991837.500000 Penalty: 4499.710938
	Iteration 26Q: 3 clusters Score -991837.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -991850.875000 Penalty: 4499.710938
	Iteration 27Q: 3 clusters Score -991850.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -991867.750000 Penalty: 4499.710938
	Iteration 28Q: 3 clusters Score -991867.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -991874.812500 Penalty: 4499.710938
	Iteration 29Q: 3 clusters Score -991874.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -991882.562500 Penalty: 4499.710938
	Iteration 30Q: 3 clusters Score -991882.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -991889.937500 Penalty: 4499.710938
	Iteration 31Q: 3 clusters Score -991889.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -991894.125000 Penalty: 4499.710938
	Iteration 32Q: 3 clusters Score -991894.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -991897.500000 Penalty: 4499.710938
	Iteration 33Q: 3 clusters Score -991897.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -991900.375000 Penalty: 4499.710938
	Iteration 34Q: 3 clusters Score -991900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -991902.875000 Penalty: 4499.710938
	Iteration 35Q: 3 clusters Score -991902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -991904.437500 Penalty: 4499.710938
	Iteration 36Q: 3 clusters Score -991904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -991905.062500 Penalty: 4499.710938
	Iteration 37Q: 3 clusters Score -991905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -991905.812500 Penalty: 4499.710938
	Iteration 38Q: 3 clusters Score -991905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -991905.812500 Penalty: 4499.710938
	Iteration 39F: 3 clusters Score -991905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -326330.156250 Penalty: 1972.074097
	Iteration 0F: 2 clusters Score -326330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -323128.562500 Penalty: 3944.148193
	Iteration 0F: 3 clusters Score -323128.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -323768.937500 Penalty: 3944.148193
	Iteration 1F: 3 clusters Score -323768.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -323938.031250 Penalty: 3944.148193
	Iteration 2F: 3 clusters Score -323938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -324037.125000 Penalty: 3944.148193
	Iteration 3Q: 3 clusters Score -324037.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -324118.125000 Penalty: 3944.148193
	Iteration 4Q: 3 clusters Score -324118.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324174.156250 Penalty: 3944.148193
	Iteration 5Q: 3 clusters Score -324174.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324237.687500 Penalty: 3944.148193
	Iteration 6Q: 3 clusters Score -324237.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -324286.562500 Penalty: 3944.148193
	Iteration 7Q: 3 clusters Score -324286.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324320.656250 Penalty: 3944.148193
	Iteration 8Q: 3 clusters Score -324320.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -324348.687500 Penalty: 3944.148193
	Iteration 9Q: 3 clusters Score -324348.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -324375.718750 Penalty: 3944.148193
	Iteration 10Q: 3 clusters Score -324375.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -324405.093750 Penalty: 3944.148193
	Iteration 11Q: 3 clusters Score -324405.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -324433.250000 Penalty: 3944.148193
	Iteration 12Q: 3 clusters Score -324433.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -324453.093750 Penalty: 3944.148193
	Iteration 13Q: 3 clusters Score -324453.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -324467.750000 Penalty: 3944.148193
	Iteration 14Q: 3 clusters Score -324467.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -324477.718750 Penalty: 3944.148193
	Iteration 15Q: 3 clusters Score -324477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -324484.312500 Penalty: 3944.148193
	Iteration 16Q: 3 clusters Score -324484.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -324494.843750 Penalty: 3944.148193
	Iteration 17Q: 3 clusters Score -324494.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -324503.093750 Penalty: 3944.148193
	Iteration 18Q: 3 clusters Score -324503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -324507.781250 Penalty: 3944.148193
	Iteration 19Q: 3 clusters Score -324507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -324511.562500 Penalty: 3944.148193
	Iteration 20F: 3 clusters Score -324511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -324515.125000 Penalty: 3944.148193
	Iteration 21Q: 3 clusters Score -324515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -324519.906250 Penalty: 3944.148193
	Iteration 22Q: 3 clusters Score -324519.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -324525.125000 Penalty: 3944.148193
	Iteration 23Q: 3 clusters Score -324525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -324534.562500 Penalty: 3944.148193
	Iteration 24Q: 3 clusters Score -324534.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -324541.156250 Penalty: 3944.148193
	Iteration 25Q: 3 clusters Score -324541.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -324549.500000 Penalty: 3944.148193
	Iteration 26Q: 3 clusters Score -324549.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -324558.781250 Penalty: 3944.148193
	Iteration 27Q: 3 clusters Score -324558.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -324573.437500 Penalty: 3944.148193
	Iteration 28Q: 3 clusters Score -324573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -324583.156250 Penalty: 3944.148193
	Iteration 29Q: 3 clusters Score -324583.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -324591.187500 Penalty: 3944.148193
	Iteration 30Q: 3 clusters Score -324591.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -324599.562500 Penalty: 3944.148193
	Iteration 31Q: 3 clusters Score -324599.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -324607.062500 Penalty: 3944.148193
	Iteration 32Q: 3 clusters Score -324607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -324616.468750 Penalty: 3944.148193
	Iteration 33Q: 3 clusters Score -324616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -324622.250000 Penalty: 3944.148193
	Iteration 34Q: 3 clusters Score -324622.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -324626.812500 Penalty: 3944.148193
	Iteration 35Q: 3 clusters Score -324626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -324631.562500 Penalty: 3944.148193
	Iteration 36Q: 3 clusters Score -324631.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -324636.156250 Penalty: 3944.148193
	Iteration 37Q: 3 clusters Score -324636.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -324642.375000 Penalty: 3944.148193
	Iteration 38Q: 3 clusters Score -324642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -324647.250000 Penalty: 3944.148193
	Iteration 39Q: 3 clusters Score -324647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -324653.312500 Penalty: 3944.148193
	Iteration 40F: 3 clusters Score -324653.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -324657.656250 Penalty: 3944.148193
	Iteration 41Q: 3 clusters Score -324657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -324662.187500 Penalty: 3944.148193
	Iteration 42Q: 3 clusters Score -324662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -324665.343750 Penalty: 3944.148193
	Iteration 43Q: 3 clusters Score -324665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -324667.343750 Penalty: 3944.148193
	Iteration 44Q: 3 clusters Score -324667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -324669.593750 Penalty: 3944.148193
	Iteration 45Q: 3 clusters Score -324669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -324673.593750 Penalty: 3944.148193
	Iteration 46Q: 3 clusters Score -324673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -324675.625000 Penalty: 3944.148193
	Iteration 47Q: 3 clusters Score -324675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -324677.718750 Penalty: 3944.148193
	Iteration 48Q: 3 clusters Score -324677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -324679.093750 Penalty: 3944.148193
	Iteration 49Q: 3 clusters Score -324679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324679.468750 Penalty: 3944.148193
	Iteration 50Q: 3 clusters Score -324679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -324680.250000 Penalty: 3944.148193
	Iteration 51Q: 3 clusters Score -324680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -324681.218750 Penalty: 3944.148193
	Iteration 52Q: 3 clusters Score -324681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -324681.218750 Penalty: 3944.148193
	Iteration 53F: 3 clusters Score -324681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Entering Unmasked Estep 
Score: -3676413.500000 Penalty: 2556.247803
	Iteration 0F: 2 clusters Score -3676414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3655915.250000 Penalty: 5112.495605
	Iteration 0F: 3 clusters Score -3655915 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3663397.500000 Penalty: 5112.495605
	Iteration 1F: 3 clusters Score -3663398 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3663871.750000 Penalty: 5112.495605
	Iteration 2Q: 3 clusters Score -3663872 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3664336.250000 Penalty: 5112.495605
	Iteration 3Q: 3 clusters Score -3664336 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3664838.000000 Penalty: 5112.495605
	Iteration 4Q: 3 clusters Score -3664838 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3665394.000000 Penalty: 5112.495605
	Iteration 5Q: 3 clusters Score -3665394 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3666078.250000 Penalty: 5112.495605
	Iteration 6Q: 3 clusters Score -3666078 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3666952.500000 Penalty: 5112.495605
	Iteration 7Q: 3 clusters Score -3666952 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3668079.000000 Penalty: 5112.495605
	Iteration 8F: 3 clusters Score -3668079 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3669327.500000 Penalty: 5112.495605
	Iteration 9F: 3 clusters Score -3669328 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3670473.500000 Penalty: 5112.495605
	Iteration 10Q: 3 clusters Score -3670474 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3671335.500000 Penalty: 5112.495605
	Iteration 11Q: 3 clusters Score -3671336 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3671843.250000 Penalty: 5112.495605
	Iteration 12Q: 3 clusters Score -3671843 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3672123.750000 Penalty: 5112.495605
	Iteration 13Q: 3 clusters Score -3672124 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3672364.000000 Penalty: 5112.495605
	Iteration 14Q: 3 clusters Score -3672364 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3672570.000000 Penalty: 5112.495605
	Iteration 15Q: 3 clusters Score -3672570 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3672764.500000 Penalty: 5112.495605
	Iteration 16Q: 3 clusters Score -3672764 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3672922.250000 Penalty: 5112.495605
	Iteration 17Q: 3 clusters Score -3672922 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3673060.500000 Penalty: 5112.495605
	Iteration 18Q: 3 clusters Score -3673060 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3673179.000000 Penalty: 5112.495605
	Iteration 19Q: 3 clusters Score -3673179 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3673273.750000 Penalty: 5112.495605
	Iteration 20F: 3 clusters Score -3673274 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3673332.000000 Penalty: 5112.495605
	Iteration 21Q: 3 clusters Score -3673332 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3673418.250000 Penalty: 5112.495605
	Iteration 22Q: 3 clusters Score -3673418 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3673507.000000 Penalty: 5112.495605
	Iteration 23Q: 3 clusters Score -3673507 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3673571.500000 Penalty: 5112.495605
	Iteration 24Q: 3 clusters Score -3673572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3673624.250000 Penalty: 5112.495605
	Iteration 25Q: 3 clusters Score -3673624 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3673673.500000 Penalty: 5112.495605
	Iteration 26Q: 3 clusters Score -3673674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3673708.750000 Penalty: 5112.495605
	Iteration 27Q: 3 clusters Score -3673709 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3673757.000000 Penalty: 5112.495605
	Iteration 28Q: 3 clusters Score -3673757 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3673775.000000 Penalty: 5112.495605
	Iteration 29Q: 3 clusters Score -3673775 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3673816.250000 Penalty: 5112.495605
	Iteration 30Q: 3 clusters Score -3673816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3673836.500000 Penalty: 5112.495605
	Iteration 31Q: 3 clusters Score -3673836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3673855.500000 Penalty: 5112.495605
	Iteration 32Q: 3 clusters Score -3673856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3673884.000000 Penalty: 5112.495605
	Iteration 33Q: 3 clusters Score -3673884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3673913.750000 Penalty: 5112.495605
	Iteration 34Q: 3 clusters Score -3673914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3673934.500000 Penalty: 5112.495605
	Iteration 35Q: 3 clusters Score -3673934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3673941.250000 Penalty: 5112.495605
	Iteration 36Q: 3 clusters Score -3673941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3673961.250000 Penalty: 5112.495605
	Iteration 37Q: 3 clusters Score -3673961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3673986.500000 Penalty: 5112.495605
	Iteration 38Q: 3 clusters Score -3673986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3674006.000000 Penalty: 5112.495605
	Iteration 39Q: 3 clusters Score -3674006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3674028.500000 Penalty: 5112.495605
	Iteration 40F: 3 clusters Score -3674028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3674029.500000 Penalty: 5112.495605
	Iteration 41Q: 3 clusters Score -3674030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3674041.250000 Penalty: 5112.495605
	Iteration 42Q: 3 clusters Score -3674041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3674050.750000 Penalty: 5112.495605
	Iteration 43Q: 3 clusters Score -3674051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3674053.000000 Penalty: 5112.495605
	Iteration 44Q: 3 clusters Score -3674053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3674071.750000 Penalty: 5112.495605
	Iteration 45Q: 3 clusters Score -3674072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3674084.500000 Penalty: 5112.495605
	Iteration 46Q: 3 clusters Score -3674084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3674082.250000 Penalty: 5112.495605
	Iteration 47Q: 3 clusters Score -3674082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3674097.000000 Penalty: 5112.495605
	Iteration 48Q: 3 clusters Score -3674097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3674101.000000 Penalty: 5112.495605
	Iteration 49Q: 3 clusters Score -3674101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3674097.250000 Penalty: 5112.495605
	Iteration 50Q: 3 clusters Score -3674097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3674107.750000 Penalty: 5112.495605
	Iteration 51Q: 3 clusters Score -3674108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3674109.750000 Penalty: 5112.495605
	Iteration 52Q: 3 clusters Score -3674110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3674114.750000 Penalty: 5112.495605
	Iteration 53Q: 3 clusters Score -3674115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3674113.000000 Penalty: 5112.495605
	Iteration 54Q: 3 clusters Score -3674113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3674114.500000 Penalty: 5112.495605
	Iteration 55Q: 3 clusters Score -3674114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3674120.750000 Penalty: 5112.495605
	Iteration 56Q: 3 clusters Score -3674121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3674118.500000 Penalty: 5112.495605
	Iteration 57Q: 3 clusters Score -3674118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3674116.000000 Penalty: 5112.495605
	Iteration 58Q: 3 clusters Score -3674116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3674114.000000 Penalty: 5112.495605
	Iteration 59Q: 3 clusters Score -3674114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3674114.750000 Penalty: 5112.495605
	Iteration 60F: 3 clusters Score -3674115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Entering Unmasked Estep 
Score: -20733058.000000 Penalty: 2983.638916
	Iteration 0F: 2 clusters Score -2.073306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -20622452.000000 Penalty: 5967.277832
	Iteration 0F: 3 clusters Score -2.062245e+07 nChanged 80048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -20669322.000000 Penalty: 5967.277832
	Iteration 1F: 3 clusters Score -2.066932e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -20671228.000000 Penalty: 5967.277832
	Iteration 2Q: 3 clusters Score -2.067123e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -20674210.000000 Penalty: 5967.277832
	Iteration 3Q: 3 clusters Score -2.067421e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -20678642.000000 Penalty: 5967.277832
	Iteration 4Q: 3 clusters Score -2.067864e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -20684848.000000 Penalty: 5967.277832
	Iteration 5F: 3 clusters Score -2.068485e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -20694790.000000 Penalty: 5967.277832
	Iteration 6F: 3 clusters Score -2.069479e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -20706320.000000 Penalty: 5967.277832
	Iteration 7F: 3 clusters Score -2.070632e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -20716746.000000 Penalty: 5967.277832
	Iteration 8F: 3 clusters Score -2.071675e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 107029 members 
Entering Unmasked Estep 
Score: -20722870.000000 Penalty: 5967.277832
	Iteration 9F: 3 clusters Score -2.072287e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -20725226.000000 Penalty: 5967.277832
	Iteration 10Q: 3 clusters Score -2.072523e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -20726276.000000 Penalty: 5967.277832
	Iteration 11Q: 3 clusters Score -2.072628e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -20726794.000000 Penalty: 5967.277832
	Iteration 12Q: 3 clusters Score -2.072679e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 111047 members 
Entering Unmasked Estep 
Score: -20727170.000000 Penalty: 5967.277832
	Iteration 13Q: 3 clusters Score -2.072717e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -20727294.000000 Penalty: 5967.277832
	Iteration 14Q: 3 clusters Score -2.072729e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -20727404.000000 Penalty: 5967.277832
	Iteration 15Q: 3 clusters Score -2.07274e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -20727450.000000 Penalty: 5967.277832
	Iteration 16Q: 3 clusters Score -2.072745e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -20727550.000000 Penalty: 5967.277832
	Iteration 17Q: 3 clusters Score -2.072755e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 114841 members 
Entering Unmasked Estep 
Score: -20727636.000000 Penalty: 5967.277832
	Iteration 18Q: 3 clusters Score -2.072764e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 115642 members 
Entering Unmasked Estep 
Score: -20727666.000000 Penalty: 5967.277832
	Iteration 19Q: 3 clusters Score -2.072767e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 116425 members 
Entering Unmasked Estep 
Score: -20727660.000000 Penalty: 5967.277832
	Iteration 20F: 3 clusters Score -2.072766e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 117225 members 
Entering Unmasked Estep 
Score: -20727646.000000 Penalty: 5967.277832
	Iteration 21Q: 3 clusters Score -2.072765e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -20727658.000000 Penalty: 5967.277832
	Iteration 22Q: 3 clusters Score -2.072766e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 118783 members 
Entering Unmasked Estep 
Score: -20727692.000000 Penalty: 5967.277832
	Iteration 23Q: 3 clusters Score -2.072769e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -20727740.000000 Penalty: 5967.277832
	Iteration 24Q: 3 clusters Score -2.072774e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 120341 members 
Entering Unmasked Estep 
Score: -20727848.000000 Penalty: 5967.277832
	Iteration 25Q: 3 clusters Score -2.072785e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -20727950.000000 Penalty: 5967.277832
	Iteration 26Q: 3 clusters Score -2.072795e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -20727982.000000 Penalty: 5967.277832
	Iteration 27Q: 3 clusters Score -2.072798e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -20728078.000000 Penalty: 5967.277832
	Iteration 28Q: 3 clusters Score -2.072808e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
Score: -20728070.000000 Penalty: 5967.277832
	Iteration 29Q: 3 clusters Score -2.072807e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 124202 members 
Entering Unmasked Estep 
Score: -20728194.000000 Penalty: 5967.277832
	Iteration 30Q: 3 clusters Score -2.072819e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -20728274.000000 Penalty: 5967.277832
	Iteration 31Q: 3 clusters Score -2.072827e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -20728334.000000 Penalty: 5967.277832
	Iteration 32Q: 3 clusters Score -2.072833e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -20728472.000000 Penalty: 5967.277832
	Iteration 33Q: 3 clusters Score -2.072847e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -20728456.000000 Penalty: 5967.277832
	Iteration 34Q: 3 clusters Score -2.072846e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 127885 members 
Entering Unmasked Estep 
Score: -20728538.000000 Penalty: 5967.277832
	Iteration 35Q: 3 clusters Score -2.072854e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -20728626.000000 Penalty: 5967.277832
	Iteration 36Q: 3 clusters Score -2.072863e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -20728674.000000 Penalty: 5967.277832
	Iteration 37Q: 3 clusters Score -2.072867e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 129975 members 
Entering Unmasked Estep 
Score: -20728776.000000 Penalty: 5967.277832
	Iteration 38Q: 3 clusters Score -2.072878e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -20728848.000000 Penalty: 5967.277832
	Iteration 39Q: 3 clusters Score -2.072885e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 131405 members 
Entering Unmasked Estep 
Score: -20728932.000000 Penalty: 5967.277832
	Iteration 40F: 3 clusters Score -2.072893e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 132139 members 
Entering Unmasked Estep 
Score: -20728970.000000 Penalty: 5967.277832
	Iteration 41Q: 3 clusters Score -2.072897e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 132876 members 
Entering Unmasked Estep 
Score: -20729076.000000 Penalty: 5967.277832
	Iteration 42Q: 3 clusters Score -2.072908e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -20729096.000000 Penalty: 5967.277832
	Iteration 43Q: 3 clusters Score -2.07291e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 134282 members 
Entering Unmasked Estep 
Score: -20729132.000000 Penalty: 5967.277832
	Iteration 44Q: 3 clusters Score -2.072913e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 134984 members 
Entering Unmasked Estep 
Score: -20729158.000000 Penalty: 5967.277832
	Iteration 45Q: 3 clusters Score -2.072916e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -20729224.000000 Penalty: 5967.277832
	Iteration 46Q: 3 clusters Score -2.072922e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 136370 members 
Entering Unmasked Estep 
Score: -20729240.000000 Penalty: 5967.277832
	Iteration 47Q: 3 clusters Score -2.072924e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -20729282.000000 Penalty: 5967.277832
	Iteration 48Q: 3 clusters Score -2.072928e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 137860 members 
Entering Unmasked Estep 
Score: -20729338.000000 Penalty: 5967.277832
	Iteration 49Q: 3 clusters Score -2.072934e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -20729326.000000 Penalty: 5967.277832
	Iteration 50Q: 3 clusters Score -2.072933e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 139475 members 
Entering Unmasked Estep 
Score: -20729464.000000 Penalty: 5967.277832
	Iteration 51Q: 3 clusters Score -2.072946e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -20729494.000000 Penalty: 5967.277832
	Iteration 52Q: 3 clusters Score -2.072949e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -20729604.000000 Penalty: 5967.277832
	Iteration 53Q: 3 clusters Score -2.07296e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -20729612.000000 Penalty: 5967.277832
	Iteration 54Q: 3 clusters Score -2.072961e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 142675 members 
Entering Unmasked Estep 
Score: -20729708.000000 Penalty: 5967.277832
	Iteration 55Q: 3 clusters Score -2.072971e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -20729730.000000 Penalty: 5967.277832
	Iteration 56Q: 3 clusters Score -2.072973e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 144162 members 
Entering Unmasked Estep 
Score: -20729788.000000 Penalty: 5967.277832
	Iteration 57Q: 3 clusters Score -2.072979e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -20729884.000000 Penalty: 5967.277832
	Iteration 58Q: 3 clusters Score -2.072988e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 145553 members 
Entering Unmasked Estep 
Score: -20729996.000000 Penalty: 5967.277832
	Iteration 59Q: 3 clusters Score -2.073e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 146281 members 
Entering Unmasked Estep 
Score: -20730060.000000 Penalty: 5967.277832
	Iteration 60F: 3 clusters Score -2.073006e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 146962 members 
Entering Unmasked Estep 
Score: -20730080.000000 Penalty: 5967.277832
	Iteration 61Q: 3 clusters Score -2.073008e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 147664 members 
Entering Unmasked Estep 
Score: -20730176.000000 Penalty: 5967.277832
	Iteration 62Q: 3 clusters Score -2.073018e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 148360 members 
Entering Unmasked Estep 
Score: -20730240.000000 Penalty: 5967.277832
	Iteration 63Q: 3 clusters Score -2.073024e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 149035 members 
Entering Unmasked Estep 
Score: -20730284.000000 Penalty: 5967.277832
	Iteration 64Q: 3 clusters Score -2.073028e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -20730304.000000 Penalty: 5967.277832
	Iteration 65Q: 3 clusters Score -2.07303e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 150397 members 
Entering Unmasked Estep 
Score: -20730366.000000 Penalty: 5967.277832
	Iteration 66Q: 3 clusters Score -2.073037e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 151112 members 
Entering Unmasked Estep 
Score: -20730432.000000 Penalty: 5967.277832
	Iteration 67Q: 3 clusters Score -2.073043e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 151821 members 
Entering Unmasked Estep 
Score: -20730446.000000 Penalty: 5967.277832
	Iteration 68Q: 3 clusters Score -2.073045e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -20730584.000000 Penalty: 5967.277832
	Iteration 69Q: 3 clusters Score -2.073058e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 153199 members 
Entering Unmasked Estep 
Score: -20730692.000000 Penalty: 5967.277832
	Iteration 70Q: 3 clusters Score -2.073069e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -20730786.000000 Penalty: 5967.277832
	Iteration 71Q: 3 clusters Score -2.073079e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -20730788.000000 Penalty: 5967.277832
	Iteration 72Q: 3 clusters Score -2.073079e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 155081 members 
Entering Unmasked Estep 
Score: -20730818.000000 Penalty: 5967.277832
	Iteration 73Q: 3 clusters Score -2.073082e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -20730844.000000 Penalty: 5967.277832
	Iteration 74Q: 3 clusters Score -2.073084e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -20730936.000000 Penalty: 5967.277832
	Iteration 75Q: 3 clusters Score -2.073094e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -20730934.000000 Penalty: 5967.277832
	Iteration 76Q: 3 clusters Score -2.073093e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 157239 members 
Entering Unmasked Estep 
Score: -20731030.000000 Penalty: 5967.277832
	Iteration 77Q: 3 clusters Score -2.073103e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -20731048.000000 Penalty: 5967.277832
	Iteration 78Q: 3 clusters Score -2.073105e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -20731110.000000 Penalty: 5967.277832
	Iteration 79Q: 3 clusters Score -2.073111e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -20731168.000000 Penalty: 5967.277832
	Iteration 80F: 3 clusters Score -2.073117e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -20731170.000000 Penalty: 5967.277832
	Iteration 81Q: 3 clusters Score -2.073117e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -20731248.000000 Penalty: 5967.277832
	Iteration 82Q: 3 clusters Score -2.073125e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 159517 members 
Entering Unmasked Estep 
Score: -20731228.000000 Penalty: 5967.277832
	Iteration 83Q: 3 clusters Score -2.073123e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -20731246.000000 Penalty: 5967.277832
	Iteration 84Q: 3 clusters Score -2.073125e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 160148 members 
Entering Unmasked Estep 
Score: -20731324.000000 Penalty: 5967.277832
	Iteration 85Q: 3 clusters Score -2.073132e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -20731384.000000 Penalty: 5967.277832
	Iteration 86Q: 3 clusters Score -2.073138e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 160713 members 
Entering Unmasked Estep 
Score: -20731378.000000 Penalty: 5967.277832
	Iteration 87Q: 3 clusters Score -2.073138e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -20731426.000000 Penalty: 5967.277832
	Iteration 88Q: 3 clusters Score -2.073143e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 161185 members 
Entering Unmasked Estep 
Score: -20731432.000000 Penalty: 5967.277832
	Iteration 89Q: 3 clusters Score -2.073143e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 161421 members 
Entering Unmasked Estep 
Score: -20731400.000000 Penalty: 5967.277832
	Iteration 90Q: 3 clusters Score -2.07314e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -20731414.000000 Penalty: 5967.277832
	Iteration 91Q: 3 clusters Score -2.073141e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -20731438.000000 Penalty: 5967.277832
	Iteration 92Q: 3 clusters Score -2.073144e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 161994 members 
Entering Unmasked Estep 
Score: -20731468.000000 Penalty: 5967.277832
	Iteration 93Q: 3 clusters Score -2.073147e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 162165 members 
Entering Unmasked Estep 
Score: -20731458.000000 Penalty: 5967.277832
	Iteration 94Q: 3 clusters Score -2.073146e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 162349 members 
Entering Unmasked Estep 
Score: -20731522.000000 Penalty: 5967.277832
	Iteration 95Q: 3 clusters Score -2.073152e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -20731552.000000 Penalty: 5967.277832
	Iteration 96Q: 3 clusters Score -2.073155e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -20731544.000000 Penalty: 5967.277832
	Iteration 97Q: 3 clusters Score -2.073154e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -20731504.000000 Penalty: 5967.277832
	Iteration 98Q: 3 clusters Score -2.07315e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 162955 members 
Entering Unmasked Estep 
Score: -20731534.000000 Penalty: 5967.277832
	Iteration 99Q: 3 clusters Score -2.073153e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -20731548.000000 Penalty: 5967.277832
	Iteration 100F: 3 clusters Score -2.073155e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 163207 members 
Entering Unmasked Estep 
Score: -20731510.000000 Penalty: 5967.277832
	Iteration 101Q: 3 clusters Score -2.073151e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -20731524.000000 Penalty: 5967.277832
	Iteration 102Q: 3 clusters Score -2.073152e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -20731566.000000 Penalty: 5967.277832
	Iteration 103Q: 3 clusters Score -2.073157e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 163575 members 
Entering Unmasked Estep 
Score: -20731570.000000 Penalty: 5967.277832
	Iteration 104Q: 3 clusters Score -2.073157e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -20731604.000000 Penalty: 5967.277832
	Iteration 105Q: 3 clusters Score -2.07316e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -20731616.000000 Penalty: 5967.277832
	Iteration 106Q: 3 clusters Score -2.073162e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -20731626.000000 Penalty: 5967.277832
	Iteration 107Q: 3 clusters Score -2.073163e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -20731630.000000 Penalty: 5967.277832
	Iteration 108Q: 3 clusters Score -2.073163e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 163957 members 
Entering Unmasked Estep 
Score: -20731612.000000 Penalty: 5967.277832
	Iteration 109Q: 3 clusters Score -2.073161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 164011 members 
Entering Unmasked Estep 
Score: -20731620.000000 Penalty: 5967.277832
	Iteration 110Q: 3 clusters Score -2.073162e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 164058 members 
Entering Unmasked Estep 
Score: -20731628.000000 Penalty: 5967.277832
	Iteration 111Q: 3 clusters Score -2.073163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -20731660.000000 Penalty: 5967.277832
	Iteration 112Q: 3 clusters Score -2.073166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -20731658.000000 Penalty: 5967.277832
	Iteration 113Q: 3 clusters Score -2.073166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -20731644.000000 Penalty: 5967.277832
	Iteration 114Q: 3 clusters Score -2.073164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 164211 members 
Entering Unmasked Estep 
Score: -20731652.000000 Penalty: 5967.277832
	Iteration 115Q: 3 clusters Score -2.073165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -20731664.000000 Penalty: 5967.277832
	Iteration 116Q: 3 clusters Score -2.073166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -20731672.000000 Penalty: 5967.277832
	Iteration 117Q: 3 clusters Score -2.073167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -20731664.000000 Penalty: 5967.277832
	Iteration 118Q: 3 clusters Score -2.073166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -20731658.000000 Penalty: 5967.277832
	Iteration 119Q: 3 clusters Score -2.073166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 164274 members 
Entering Unmasked Estep 
Score: -20731666.000000 Penalty: 5967.277832
	Iteration 120F: 3 clusters Score -2.073167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 164281 members 
Entering Unmasked Estep 
Score: -20731660.000000 Penalty: 5967.277832
	Iteration 121Q: 3 clusters Score -2.073166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -20731656.000000 Penalty: 5967.277832
	Iteration 122Q: 3 clusters Score -2.073166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -20731656.000000 Penalty: 5967.277832
	Iteration 123Q: 3 clusters Score -2.073166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -20731660.000000 Penalty: 5967.277832
	Iteration 124Q: 3 clusters Score -2.073166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -20731656.000000 Penalty: 5967.277832
	Iteration 125Q: 3 clusters Score -2.073166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 164298 members 
Entering Unmasked Estep 
Score: -20731666.000000 Penalty: 5967.277832
	Iteration 126Q: 3 clusters Score -2.073167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 164306 members 
Entering Unmasked Estep 
Score: -20731672.000000 Penalty: 5967.277832
	Iteration 127Q: 3 clusters Score -2.073167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -20731666.000000 Penalty: 5967.277832
	Iteration 128Q: 3 clusters Score -2.073167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -20731674.000000 Penalty: 5967.277832
	Iteration 129Q: 3 clusters Score -2.073167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -20731672.000000 Penalty: 5967.277832
	Iteration 130Q: 3 clusters Score -2.073167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -20731670.000000 Penalty: 5967.277832
	Iteration 131Q: 3 clusters Score -2.073167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -20731670.000000 Penalty: 5967.277832
	Iteration 132F: 3 clusters Score -2.073167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1226116.250000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1226116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1218490.250000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1218490 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1220767.625000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1220768 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1221147.125000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1221147 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1221525.250000 Penalty: 4569.319824
	Iteration 3F: 3 clusters Score -1221525 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1221951.125000 Penalty: 4569.319824
	Iteration 4F: 3 clusters Score -1221951 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1222393.000000 Penalty: 4569.319824
	Iteration 5F: 3 clusters Score -1222393 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1222841.125000 Penalty: 4569.319824
	Iteration 6F: 3 clusters Score -1222841 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1223279.750000 Penalty: 4569.319824
	Iteration 7F: 3 clusters Score -1223280 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1223589.250000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1223589 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1223805.875000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1223806 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1223959.000000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1223959 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1224070.250000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1224070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1224145.750000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1224146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1224210.875000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1224211 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1224244.250000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1224244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1224278.000000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1224278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1224301.750000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1224302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1224328.875000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1224329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1224350.125000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1224350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1224365.875000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1224366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1224376.000000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1224376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1224388.000000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1224388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1224393.750000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1224394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1224400.500000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1224400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1224408.250000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1224408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1224411.625000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1224412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1224419.250000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1224419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1224422.125000 Penalty: 4569.319824
	Iteration 27Q: 3 clusters Score -1224422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1224426.375000 Penalty: 4569.319824
	Iteration 28Q: 3 clusters Score -1224426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1224426.750000 Penalty: 4569.319824
	Iteration 29Q: 3 clusters Score -1224427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1224426.250000 Penalty: 4569.319824
	Iteration 30Q: 3 clusters Score -1224426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1224426.625000 Penalty: 4569.319824
	Iteration 31Q: 3 clusters Score -1224427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1224426.875000 Penalty: 4569.319824
	Iteration 32Q: 3 clusters Score -1224427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1224427.500000 Penalty: 4569.319824
	Iteration 33Q: 3 clusters Score -1224428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1224427.500000 Penalty: 4569.319824
	Iteration 34F: 3 clusters Score -1224428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Entering Unmasked Estep 
Score: -4294382.500000 Penalty: 2593.071777
	Iteration 0F: 2 clusters Score -4294382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4270836.000000 Penalty: 5186.143555
	Iteration 0F: 3 clusters Score -4270836 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4279313.500000 Penalty: 5186.143555
	Iteration 1F: 3 clusters Score -4279314 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4279799.000000 Penalty: 5186.143555
	Iteration 2Q: 3 clusters Score -4279799 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4280223.000000 Penalty: 5186.143555
	Iteration 3Q: 3 clusters Score -4280223 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4280708.500000 Penalty: 5186.143555
	Iteration 4Q: 3 clusters Score -4280708 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4281268.500000 Penalty: 5186.143555
	Iteration 5Q: 3 clusters Score -4281268 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4281996.500000 Penalty: 5186.143555
	Iteration 6Q: 3 clusters Score -4281996 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4283096.500000 Penalty: 5186.143555
	Iteration 7F: 3 clusters Score -4283096 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -4284668.500000 Penalty: 5186.143555
	Iteration 8F: 3 clusters Score -4284668 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -4286653.500000 Penalty: 5186.143555
	Iteration 9F: 3 clusters Score -4286654 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4288672.000000 Penalty: 5186.143555
	Iteration 10F: 3 clusters Score -4288672 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4290234.500000 Penalty: 5186.143555
	Iteration 11Q: 3 clusters Score -4290234 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4291143.500000 Penalty: 5186.143555
	Iteration 12Q: 3 clusters Score -4291144 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4291593.000000 Penalty: 5186.143555
	Iteration 13Q: 3 clusters Score -4291593 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4291798.000000 Penalty: 5186.143555
	Iteration 14Q: 3 clusters Score -4291798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4291905.000000 Penalty: 5186.143555
	Iteration 15Q: 3 clusters Score -4291905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4291967.000000 Penalty: 5186.143555
	Iteration 16Q: 3 clusters Score -4291967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4292020.500000 Penalty: 5186.143555
	Iteration 17Q: 3 clusters Score -4292020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4292056.500000 Penalty: 5186.143555
	Iteration 18Q: 3 clusters Score -4292056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4292080.500000 Penalty: 5186.143555
	Iteration 19Q: 3 clusters Score -4292080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4292094.500000 Penalty: 5186.143555
	Iteration 20F: 3 clusters Score -4292094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4292104.500000 Penalty: 5186.143555
	Iteration 21Q: 3 clusters Score -4292104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4292109.500000 Penalty: 5186.143555
	Iteration 22Q: 3 clusters Score -4292110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4292116.000000 Penalty: 5186.143555
	Iteration 23Q: 3 clusters Score -4292116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4292131.500000 Penalty: 5186.143555
	Iteration 24Q: 3 clusters Score -4292132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4292131.500000 Penalty: 5186.143555
	Iteration 25Q: 3 clusters Score -4292132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4292137.500000 Penalty: 5186.143555
	Iteration 26Q: 3 clusters Score -4292138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4292141.000000 Penalty: 5186.143555
	Iteration 27Q: 3 clusters Score -4292141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4292146.500000 Penalty: 5186.143555
	Iteration 28Q: 3 clusters Score -4292146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4292149.500000 Penalty: 5186.143555
	Iteration 29Q: 3 clusters Score -4292150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4292150.500000 Penalty: 5186.143555
	Iteration 30Q: 3 clusters Score -4292150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4292153.500000 Penalty: 5186.143555
	Iteration 31Q: 3 clusters Score -4292154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4292150.000000 Penalty: 5186.143555
	Iteration 32Q: 3 clusters Score -4292150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4292150.000000 Penalty: 5186.143555
	Iteration 33F: 3 clusters Score -4292150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1591976.750000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1591977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1582249.625000 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1582250 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1585378.750000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1585379 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1585803.375000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1585803 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1586119.000000 Penalty: 4702.489258
	Iteration 3F: 3 clusters Score -1586119 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1586436.250000 Penalty: 4702.489258
	Iteration 4Q: 3 clusters Score -1586436 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1586811.250000 Penalty: 4702.489258
	Iteration 5F: 3 clusters Score -1586811 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1587227.375000 Penalty: 4702.489258
	Iteration 6F: 3 clusters Score -1587227 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1587675.375000 Penalty: 4702.489258
	Iteration 7F: 3 clusters Score -1587675 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1588150.500000 Penalty: 4702.489258
	Iteration 8F: 3 clusters Score -1588150 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1588556.500000 Penalty: 4702.489258
	Iteration 9Q: 3 clusters Score -1588556 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1588873.375000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1588873 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1589137.875000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1589138 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1589351.875000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1589352 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1589519.250000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1589519 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1589646.625000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1589647 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1589738.750000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1589739 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1589819.750000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1589820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1589860.375000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1589860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1589901.500000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1589902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1589941.250000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1589941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1589985.625000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1589986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1590023.750000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1590024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1590045.375000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1590045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1590064.000000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1590064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1590077.625000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1590078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1590089.875000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1590090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1590105.250000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1590105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1590104.000000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1590104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1590113.125000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1590113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1590116.750000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1590117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1590125.625000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1590126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1590126.750000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1590127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1590132.875000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1590133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1590137.875000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1590138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1590139.125000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1590139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1590147.500000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1590148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1590151.625000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1590152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1590154.625000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1590155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1590153.625000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1590154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1590155.375000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1590155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1590154.000000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1590154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1590157.375000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1590157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1590157.875000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1590158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1590156.625000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1590157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1590158.750000 Penalty: 4702.489258
	Iteration 44Q: 3 clusters Score -1590159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1590158.750000 Penalty: 4702.489258
	Iteration 45Q: 3 clusters Score -1590159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1590158.750000 Penalty: 4702.489258
	Iteration 46F: 3 clusters Score -1590159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Entering Unmasked Estep 
Score: -6964653.000000 Penalty: 2714.797119
	Iteration 0F: 2 clusters Score -6964653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -6926559.500000 Penalty: 5429.594238
	Iteration 0F: 3 clusters Score -6926560 nChanged 26191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -6941337.500000 Penalty: 5429.594238
	Iteration 1F: 3 clusters Score -6941338 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6942122.500000 Penalty: 5429.594238
	Iteration 2Q: 3 clusters Score -6942122 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6943020.500000 Penalty: 5429.594238
	Iteration 3Q: 3 clusters Score -6943020 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -6943899.000000 Penalty: 5429.594238
	Iteration 4Q: 3 clusters Score -6943899 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -6944775.000000 Penalty: 5429.594238
	Iteration 5Q: 3 clusters Score -6944775 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6945796.500000 Penalty: 5429.594238
	Iteration 6Q: 3 clusters Score -6945796 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -6947044.500000 Penalty: 5429.594238
	Iteration 7Q: 3 clusters Score -6947044 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -6948661.500000 Penalty: 5429.594238
	Iteration 8F: 3 clusters Score -6948662 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -6950756.500000 Penalty: 5429.594238
	Iteration 9F: 3 clusters Score -6950756 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -6953505.000000 Penalty: 5429.594238
	Iteration 10F: 3 clusters Score -6953505 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -6956734.000000 Penalty: 5429.594238
	Iteration 11F: 3 clusters Score -6956734 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -6959584.000000 Penalty: 5429.594238
	Iteration 12F: 3 clusters Score -6959584 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -6961119.000000 Penalty: 5429.594238
	Iteration 13Q: 3 clusters Score -6961119 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -6961806.500000 Penalty: 5429.594238
	Iteration 14Q: 3 clusters Score -6961806 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -6962123.000000 Penalty: 5429.594238
	Iteration 15Q: 3 clusters Score -6962123 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -6962259.000000 Penalty: 5429.594238
	Iteration 16Q: 3 clusters Score -6962259 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -6962345.000000 Penalty: 5429.594238
	Iteration 17Q: 3 clusters Score -6962345 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -6962373.000000 Penalty: 5429.594238
	Iteration 18Q: 3 clusters Score -6962373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -6962431.500000 Penalty: 5429.594238
	Iteration 19Q: 3 clusters Score -6962432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -6962446.500000 Penalty: 5429.594238
	Iteration 20F: 3 clusters Score -6962446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -6962473.000000 Penalty: 5429.594238
	Iteration 21Q: 3 clusters Score -6962473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -6962489.000000 Penalty: 5429.594238
	Iteration 22Q: 3 clusters Score -6962489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -6962491.000000 Penalty: 5429.594238
	Iteration 23Q: 3 clusters Score -6962491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -6962492.500000 Penalty: 5429.594238
	Iteration 24Q: 3 clusters Score -6962492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -6962489.000000 Penalty: 5429.594238
	Iteration 25Q: 3 clusters Score -6962489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -6962490.000000 Penalty: 5429.594238
	Iteration 26Q: 3 clusters Score -6962490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -6962490.000000 Penalty: 5429.594238
	Iteration 27F: 3 clusters Score -6962490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Entering Unmasked Estep 
Score: -21217048.000000 Penalty: 2987.041992
	Iteration 0F: 2 clusters Score -2.121705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -21105564.000000 Penalty: 5974.083984
	Iteration 0F: 3 clusters Score -2.110556e+07 nChanged 81367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -21153330.000000 Penalty: 5974.083984
	Iteration 1F: 3 clusters Score -2.115333e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -21155040.000000 Penalty: 5974.083984
	Iteration 2Q: 3 clusters Score -2.115504e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -21157418.000000 Penalty: 5974.083984
	Iteration 3Q: 3 clusters Score -2.115742e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 97463 members 
Entering Unmasked Estep 
Score: -21160624.000000 Penalty: 5974.083984
	Iteration 4Q: 3 clusters Score -2.116062e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -21165396.000000 Penalty: 5974.083984
	Iteration 5F: 3 clusters Score -2.11654e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -21171182.000000 Penalty: 5974.083984
	Iteration 6F: 3 clusters Score -2.117118e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -21177602.000000 Penalty: 5974.083984
	Iteration 7F: 3 clusters Score -2.11776e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 128320 members 
Entering Unmasked Estep 
Score: -21183708.000000 Penalty: 5974.083984
	Iteration 8F: 3 clusters Score -2.118371e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 136821 members 
Entering Unmasked Estep 
Score: -21189776.000000 Penalty: 5974.083984
	Iteration 9F: 3 clusters Score -2.118978e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -21196292.000000 Penalty: 5974.083984
	Iteration 10Q: 3 clusters Score -2.119629e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -21202068.000000 Penalty: 5974.083984
	Iteration 11Q: 3 clusters Score -2.120207e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 157330 members 
Entering Unmasked Estep 
Score: -21206746.000000 Penalty: 5974.083984
	Iteration 12Q: 3 clusters Score -2.120675e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -21210010.000000 Penalty: 5974.083984
	Iteration 13Q: 3 clusters Score -2.121001e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 163333 members 
Entering Unmasked Estep 
Score: -21211904.000000 Penalty: 5974.083984
	Iteration 14Q: 3 clusters Score -2.12119e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 164656 members 
Entering Unmasked Estep 
Score: -21213110.000000 Penalty: 5974.083984
	Iteration 15Q: 3 clusters Score -2.121311e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -21213640.000000 Penalty: 5974.083984
	Iteration 16Q: 3 clusters Score -2.121364e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -21213942.000000 Penalty: 5974.083984
	Iteration 17Q: 3 clusters Score -2.121394e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 166500 members 
Entering Unmasked Estep 
Score: -21214074.000000 Penalty: 5974.083984
	Iteration 18Q: 3 clusters Score -2.121407e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 166832 members 
Entering Unmasked Estep 
Score: -21214136.000000 Penalty: 5974.083984
	Iteration 19Q: 3 clusters Score -2.121414e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -21214202.000000 Penalty: 5974.083984
	Iteration 20F: 3 clusters Score -2.12142e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -21214294.000000 Penalty: 5974.083984
	Iteration 21Q: 3 clusters Score -2.121429e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 167479 members 
Entering Unmasked Estep 
Score: -21214378.000000 Penalty: 5974.083984
	Iteration 22Q: 3 clusters Score -2.121438e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 167636 members 
Entering Unmasked Estep 
Score: -21214364.000000 Penalty: 5974.083984
	Iteration 23Q: 3 clusters Score -2.121436e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 167778 members 
Entering Unmasked Estep 
Score: -21214394.000000 Penalty: 5974.083984
	Iteration 24Q: 3 clusters Score -2.121439e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 167919 members 
Entering Unmasked Estep 
Score: -21214412.000000 Penalty: 5974.083984
	Iteration 25Q: 3 clusters Score -2.121441e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -21214458.000000 Penalty: 5974.083984
	Iteration 26Q: 3 clusters Score -2.121446e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -21214470.000000 Penalty: 5974.083984
	Iteration 27Q: 3 clusters Score -2.121447e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 168187 members 
Entering Unmasked Estep 
Score: -21214484.000000 Penalty: 5974.083984
	Iteration 28Q: 3 clusters Score -2.121448e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 168248 members 
Entering Unmasked Estep 
Score: -21214504.000000 Penalty: 5974.083984
	Iteration 29Q: 3 clusters Score -2.12145e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -21214520.000000 Penalty: 5974.083984
	Iteration 30Q: 3 clusters Score -2.121452e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 168372 members 
Entering Unmasked Estep 
Score: -21214504.000000 Penalty: 5974.083984
	Iteration 31Q: 3 clusters Score -2.12145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 168410 members 
Entering Unmasked Estep 
Score: -21214488.000000 Penalty: 5974.083984
	Iteration 32Q: 3 clusters Score -2.121449e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 168444 members 
Entering Unmasked Estep 
Score: -21214472.000000 Penalty: 5974.083984
	Iteration 33Q: 3 clusters Score -2.121447e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -21214502.000000 Penalty: 5974.083984
	Iteration 34Q: 3 clusters Score -2.12145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 168520 members 
Entering Unmasked Estep 
Score: -21214496.000000 Penalty: 5974.083984
	Iteration 35Q: 3 clusters Score -2.12145e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -21214494.000000 Penalty: 5974.083984
	Iteration 36Q: 3 clusters Score -2.121449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -21214486.000000 Penalty: 5974.083984
	Iteration 37Q: 3 clusters Score -2.121449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 168591 members 
Entering Unmasked Estep 
Score: -21214518.000000 Penalty: 5974.083984
	Iteration 38Q: 3 clusters Score -2.121452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 168606 members 
Entering Unmasked Estep 
Score: -21214530.000000 Penalty: 5974.083984
	Iteration 39Q: 3 clusters Score -2.121453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 168618 members 
Entering Unmasked Estep 
Score: -21214536.000000 Penalty: 5974.083984
	Iteration 40F: 3 clusters Score -2.121454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 168626 members 
Entering Unmasked Estep 
Score: -21214536.000000 Penalty: 5974.083984
	Iteration 41Q: 3 clusters Score -2.121454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -21214522.000000 Penalty: 5974.083984
	Iteration 42Q: 3 clusters Score -2.121452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 168645 members 
Entering Unmasked Estep 
Score: -21214522.000000 Penalty: 5974.083984
	Iteration 43Q: 3 clusters Score -2.121452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -21214526.000000 Penalty: 5974.083984
	Iteration 44Q: 3 clusters Score -2.121453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 168678 members 
Entering Unmasked Estep 
Score: -21214560.000000 Penalty: 5974.083984
	Iteration 45Q: 3 clusters Score -2.121456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 168698 members 
Entering Unmasked Estep 
Score: -21214534.000000 Penalty: 5974.083984
	Iteration 46Q: 3 clusters Score -2.121453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 168718 members 
Entering Unmasked Estep 
Score: -21214544.000000 Penalty: 5974.083984
	Iteration 47Q: 3 clusters Score -2.121454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 168736 members 
Entering Unmasked Estep 
Score: -21214552.000000 Penalty: 5974.083984
	Iteration 48Q: 3 clusters Score -2.121455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -21214554.000000 Penalty: 5974.083984
	Iteration 49Q: 3 clusters Score -2.121455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 168748 members 
Entering Unmasked Estep 
Score: -21214564.000000 Penalty: 5974.083984
	Iteration 50Q: 3 clusters Score -2.121456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 168754 members 
Entering Unmasked Estep 
Score: -21214550.000000 Penalty: 5974.083984
	Iteration 51Q: 3 clusters Score -2.121455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 168760 members 
Entering Unmasked Estep 
Score: -21214538.000000 Penalty: 5974.083984
	Iteration 52Q: 3 clusters Score -2.121454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 168764 members 
Entering Unmasked Estep 
Score: -21214530.000000 Penalty: 5974.083984
	Iteration 53Q: 3 clusters Score -2.121453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -21214530.000000 Penalty: 5974.083984
	Iteration 54Q: 3 clusters Score -2.121453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 168771 members 
Entering Unmasked Estep 
Score: -21214548.000000 Penalty: 5974.083984
	Iteration 55Q: 3 clusters Score -2.121455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -21214556.000000 Penalty: 5974.083984
	Iteration 56Q: 3 clusters Score -2.121456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 168784 members 
Entering Unmasked Estep 
Score: -21214534.000000 Penalty: 5974.083984
	Iteration 57Q: 3 clusters Score -2.121453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 168789 members 
Entering Unmasked Estep 
Score: -21214530.000000 Penalty: 5974.083984
	Iteration 58Q: 3 clusters Score -2.121453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 168789 members 
Entering Unmasked Estep 
Score: -21214546.000000 Penalty: 5974.083984
	Iteration 59Q: 3 clusters Score -2.121455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 168794 members 
Entering Unmasked Estep 
Score: -21214534.000000 Penalty: 5974.083984
	Iteration 60F: 3 clusters Score -2.121453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -21214522.000000 Penalty: 5974.083984
	Iteration 61Q: 3 clusters Score -2.121452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -21214534.000000 Penalty: 5974.083984
	Iteration 62Q: 3 clusters Score -2.121453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 168804 members 
Entering Unmasked Estep 
Score: -21214530.000000 Penalty: 5974.083984
	Iteration 63Q: 3 clusters Score -2.121453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 168807 members 
Entering Unmasked Estep 
Score: -21214528.000000 Penalty: 5974.083984
	Iteration 64Q: 3 clusters Score -2.121453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 168810 members 
Entering Unmasked Estep 
Score: -21214546.000000 Penalty: 5974.083984
	Iteration 65Q: 3 clusters Score -2.121455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 168815 members 
Entering Unmasked Estep 
Score: -21214528.000000 Penalty: 5974.083984
	Iteration 66Q: 3 clusters Score -2.121453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 168817 members 
Entering Unmasked Estep 
Score: -21214528.000000 Penalty: 5974.083984
	Iteration 67Q: 3 clusters Score -2.121453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 168819 members 
Entering Unmasked Estep 
Score: -21214540.000000 Penalty: 5974.083984
	Iteration 68Q: 3 clusters Score -2.121454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -21214538.000000 Penalty: 5974.083984
	Iteration 69Q: 3 clusters Score -2.121454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -21214526.000000 Penalty: 5974.083984
	Iteration 70Q: 3 clusters Score -2.121453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -21214530.000000 Penalty: 5974.083984
	Iteration 71Q: 3 clusters Score -2.121453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 168825 members 
Entering Unmasked Estep 
Score: -21214540.000000 Penalty: 5974.083984
	Iteration 72Q: 3 clusters Score -2.121454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 168826 members 
Entering Unmasked Estep 
Score: -21214544.000000 Penalty: 5974.083984
	Iteration 73Q: 3 clusters Score -2.121454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 168827 members 
Entering Unmasked Estep 
Score: -21214544.000000 Penalty: 5974.083984
	Iteration 74Q: 3 clusters Score -2.121454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 168827 members 
Entering Unmasked Estep 
Score: -21214542.000000 Penalty: 5974.083984
	Iteration 75Q: 3 clusters Score -2.121454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -21214536.000000 Penalty: 5974.083984
	Iteration 76Q: 3 clusters Score -2.121454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -21214536.000000 Penalty: 5974.083984
	Iteration 77F: 3 clusters Score -2.121454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -24578.888672 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -24578.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23376.882812 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -23376.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23553.648438 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -23553.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23619.556641 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -23619.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23657.701172 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -23657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23685.302734 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -23685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23712.576172 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -23712.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23719.609375 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -23719.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23721.615234 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -23721.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23721.615234 Penalty: 2750.407959
	Iteration 8F: 3 clusters Score -23721.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Entering Unmasked Estep 
Score: -2457283.250000 Penalty: 2456.906494
	Iteration 0F: 2 clusters Score -2457283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2443289.750000 Penalty: 4913.812988
	Iteration 0F: 3 clusters Score -2443290 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2447986.250000 Penalty: 4913.812988
	Iteration 1F: 3 clusters Score -2447986 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2448358.000000 Penalty: 4913.812988
	Iteration 2F: 3 clusters Score -2448358 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2448672.000000 Penalty: 4913.812988
	Iteration 3Q: 3 clusters Score -2448672 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2448935.500000 Penalty: 4913.812988
	Iteration 4Q: 3 clusters Score -2448936 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2449201.750000 Penalty: 4913.812988
	Iteration 5Q: 3 clusters Score -2449202 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2449497.000000 Penalty: 4913.812988
	Iteration 6Q: 3 clusters Score -2449497 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2449944.000000 Penalty: 4913.812988
	Iteration 7Q: 3 clusters Score -2449944 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2450496.000000 Penalty: 4913.812988
	Iteration 8F: 3 clusters Score -2450496 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2451193.500000 Penalty: 4913.812988
	Iteration 9F: 3 clusters Score -2451194 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2451948.000000 Penalty: 4913.812988
	Iteration 10F: 3 clusters Score -2451948 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2452677.000000 Penalty: 4913.812988
	Iteration 11F: 3 clusters Score -2452677 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2453310.000000 Penalty: 4913.812988
	Iteration 12Q: 3 clusters Score -2453310 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2453857.750000 Penalty: 4913.812988
	Iteration 13Q: 3 clusters Score -2453858 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2454275.500000 Penalty: 4913.812988
	Iteration 14Q: 3 clusters Score -2454276 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2454556.750000 Penalty: 4913.812988
	Iteration 15Q: 3 clusters Score -2454557 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2454741.250000 Penalty: 4913.812988
	Iteration 16Q: 3 clusters Score -2454741 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2454880.000000 Penalty: 4913.812988
	Iteration 17Q: 3 clusters Score -2454880 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2454995.000000 Penalty: 4913.812988
	Iteration 18Q: 3 clusters Score -2454995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2455072.500000 Penalty: 4913.812988
	Iteration 19Q: 3 clusters Score -2455072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2455139.250000 Penalty: 4913.812988
	Iteration 20F: 3 clusters Score -2455139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2455203.250000 Penalty: 4913.812988
	Iteration 21Q: 3 clusters Score -2455203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2455236.500000 Penalty: 4913.812988
	Iteration 22Q: 3 clusters Score -2455236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2455259.500000 Penalty: 4913.812988
	Iteration 23Q: 3 clusters Score -2455260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2455267.250000 Penalty: 4913.812988
	Iteration 24Q: 3 clusters Score -2455267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2455268.750000 Penalty: 4913.812988
	Iteration 25Q: 3 clusters Score -2455269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2455273.250000 Penalty: 4913.812988
	Iteration 26Q: 3 clusters Score -2455273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2455274.000000 Penalty: 4913.812988
	Iteration 27Q: 3 clusters Score -2455274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2455271.750000 Penalty: 4913.812988
	Iteration 28Q: 3 clusters Score -2455272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2455277.000000 Penalty: 4913.812988
	Iteration 29Q: 3 clusters Score -2455277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2455277.750000 Penalty: 4913.812988
	Iteration 30Q: 3 clusters Score -2455278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2455281.750000 Penalty: 4913.812988
	Iteration 31Q: 3 clusters Score -2455282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2455283.250000 Penalty: 4913.812988
	Iteration 32Q: 3 clusters Score -2455283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2455284.500000 Penalty: 4913.812988
	Iteration 33Q: 3 clusters Score -2455284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2455284.750000 Penalty: 4913.812988
	Iteration 34Q: 3 clusters Score -2455285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2455281.500000 Penalty: 4913.812988
	Iteration 35Q: 3 clusters Score -2455282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2455281.500000 Penalty: 4913.812988
	Iteration 36F: 3 clusters Score -2455282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Entering Unmasked Estep 
Score: -1357278.750000 Penalty: 2315.175781
	Iteration 0F: 2 clusters Score -1357279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1348745.000000 Penalty: 4630.351562
	Iteration 0F: 3 clusters Score -1348745 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1351294.875000 Penalty: 4630.351562
	Iteration 1F: 3 clusters Score -1351295 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1351645.125000 Penalty: 4630.351562
	Iteration 2F: 3 clusters Score -1351645 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1351956.500000 Penalty: 4630.351562
	Iteration 3F: 3 clusters Score -1351956 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1352258.375000 Penalty: 4630.351562
	Iteration 4Q: 3 clusters Score -1352258 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1352542.125000 Penalty: 4630.351562
	Iteration 5Q: 3 clusters Score -1352542 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1352818.375000 Penalty: 4630.351562
	Iteration 6Q: 3 clusters Score -1352818 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1353083.500000 Penalty: 4630.351562
	Iteration 7Q: 3 clusters Score -1353084 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1353386.250000 Penalty: 4630.351562
	Iteration 8Q: 3 clusters Score -1353386 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1353739.750000 Penalty: 4630.351562
	Iteration 9Q: 3 clusters Score -1353740 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1354088.625000 Penalty: 4630.351562
	Iteration 10Q: 3 clusters Score -1354089 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1354428.250000 Penalty: 4630.351562
	Iteration 11Q: 3 clusters Score -1354428 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1354775.375000 Penalty: 4630.351562
	Iteration 12Q: 3 clusters Score -1354775 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1355102.000000 Penalty: 4630.351562
	Iteration 13Q: 3 clusters Score -1355102 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1355379.625000 Penalty: 4630.351562
	Iteration 14Q: 3 clusters Score -1355380 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1355624.500000 Penalty: 4630.351562
	Iteration 15Q: 3 clusters Score -1355624 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1355801.375000 Penalty: 4630.351562
	Iteration 16Q: 3 clusters Score -1355801 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1355948.750000 Penalty: 4630.351562
	Iteration 17Q: 3 clusters Score -1355949 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1356078.875000 Penalty: 4630.351562
	Iteration 18Q: 3 clusters Score -1356079 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1356159.500000 Penalty: 4630.351562
	Iteration 19Q: 3 clusters Score -1356160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1356230.000000 Penalty: 4630.351562
	Iteration 20F: 3 clusters Score -1356230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1356276.750000 Penalty: 4630.351562
	Iteration 21Q: 3 clusters Score -1356277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1356317.125000 Penalty: 4630.351562
	Iteration 22Q: 3 clusters Score -1356317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1356360.375000 Penalty: 4630.351562
	Iteration 23Q: 3 clusters Score -1356360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1356377.500000 Penalty: 4630.351562
	Iteration 24Q: 3 clusters Score -1356378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1356389.625000 Penalty: 4630.351562
	Iteration 25Q: 3 clusters Score -1356390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1356411.625000 Penalty: 4630.351562
	Iteration 26Q: 3 clusters Score -1356412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1356425.500000 Penalty: 4630.351562
	Iteration 27Q: 3 clusters Score -1356426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1356431.250000 Penalty: 4630.351562
	Iteration 28Q: 3 clusters Score -1356431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1356444.375000 Penalty: 4630.351562
	Iteration 29Q: 3 clusters Score -1356444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1356454.000000 Penalty: 4630.351562
	Iteration 30Q: 3 clusters Score -1356454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1356464.375000 Penalty: 4630.351562
	Iteration 31Q: 3 clusters Score -1356464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1356470.375000 Penalty: 4630.351562
	Iteration 32Q: 3 clusters Score -1356470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1356477.250000 Penalty: 4630.351562
	Iteration 33Q: 3 clusters Score -1356477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1356489.875000 Penalty: 4630.351562
	Iteration 34Q: 3 clusters Score -1356490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1356506.000000 Penalty: 4630.351562
	Iteration 35Q: 3 clusters Score -1356506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1356516.250000 Penalty: 4630.351562
	Iteration 36Q: 3 clusters Score -1356516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1356522.000000 Penalty: 4630.351562
	Iteration 37Q: 3 clusters Score -1356522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1356528.000000 Penalty: 4630.351562
	Iteration 38Q: 3 clusters Score -1356528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1356529.625000 Penalty: 4630.351562
	Iteration 39Q: 3 clusters Score -1356530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1356530.250000 Penalty: 4630.351562
	Iteration 40F: 3 clusters Score -1356530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1356532.000000 Penalty: 4630.351562
	Iteration 41Q: 3 clusters Score -1356532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1356532.000000 Penalty: 4630.351562
	Iteration 42F: 3 clusters Score -1356532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -709456.562500 Penalty: 2152.975098
	Iteration 0F: 2 clusters Score -709456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -704414.312500 Penalty: 4305.950195
	Iteration 0F: 3 clusters Score -704414.3 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -705807.500000 Penalty: 4305.950195
	Iteration 1F: 3 clusters Score -705807.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -706227.000000 Penalty: 4305.950195
	Iteration 2F: 3 clusters Score -706227 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -706627.250000 Penalty: 4305.950195
	Iteration 3F: 3 clusters Score -706627.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -707136.000000 Penalty: 4305.950195
	Iteration 4F: 3 clusters Score -707136 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -707621.875000 Penalty: 4305.950195
	Iteration 5F: 3 clusters Score -707621.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -708054.437500 Penalty: 4305.950195
	Iteration 6F: 3 clusters Score -708054.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -708368.062500 Penalty: 4305.950195
	Iteration 7F: 3 clusters Score -708368.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -708556.937500 Penalty: 4305.950195
	Iteration 8Q: 3 clusters Score -708556.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -708674.125000 Penalty: 4305.950195
	Iteration 9Q: 3 clusters Score -708674.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -708760.062500 Penalty: 4305.950195
	Iteration 10Q: 3 clusters Score -708760.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -708840.812500 Penalty: 4305.950195
	Iteration 11Q: 3 clusters Score -708840.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -708920.812500 Penalty: 4305.950195
	Iteration 12Q: 3 clusters Score -708920.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -708965.812500 Penalty: 4305.950195
	Iteration 13Q: 3 clusters Score -708965.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -708996.250000 Penalty: 4305.950195
	Iteration 14Q: 3 clusters Score -708996.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -709015.687500 Penalty: 4305.950195
	Iteration 15Q: 3 clusters Score -709015.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -709027.750000 Penalty: 4305.950195
	Iteration 16Q: 3 clusters Score -709027.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -709033.000000 Penalty: 4305.950195
	Iteration 17Q: 3 clusters Score -709033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -709037.250000 Penalty: 4305.950195
	Iteration 18Q: 3 clusters Score -709037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709039.000000 Penalty: 4305.950195
	Iteration 19Q: 3 clusters Score -709039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -709043.437500 Penalty: 4305.950195
	Iteration 20F: 3 clusters Score -709043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -709044.312500 Penalty: 4305.950195
	Iteration 21Q: 3 clusters Score -709044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709045.375000 Penalty: 4305.950195
	Iteration 22Q: 3 clusters Score -709045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -709047.687500 Penalty: 4305.950195
	Iteration 23Q: 3 clusters Score -709047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709048.812500 Penalty: 4305.950195
	Iteration 24Q: 3 clusters Score -709048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709048.625000 Penalty: 4305.950195
	Iteration 25Q: 3 clusters Score -709048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -709050.687500 Penalty: 4305.950195
	Iteration 26Q: 3 clusters Score -709050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709051.000000 Penalty: 4305.950195
	Iteration 27Q: 3 clusters Score -709051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709051.000000 Penalty: 4305.950195
	Iteration 28F: 3 clusters Score -709051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Entering Unmasked Estep 
Score: -21099020.000000 Penalty: 2986.723877
	Iteration 0F: 2 clusters Score -2.109902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -20986866.000000 Penalty: 5973.447754
	Iteration 0F: 3 clusters Score -2.098687e+07 nChanged 81502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -21034718.000000 Penalty: 5973.447754
	Iteration 1F: 3 clusters Score -2.103472e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -21035892.000000 Penalty: 5973.447754
	Iteration 2Q: 3 clusters Score -2.103589e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -21037518.000000 Penalty: 5973.447754
	Iteration 3Q: 3 clusters Score -2.103752e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -21040194.000000 Penalty: 5973.447754
	Iteration 4Q: 3 clusters Score -2.104019e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -21044592.000000 Penalty: 5973.447754
	Iteration 5F: 3 clusters Score -2.104459e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -21050294.000000 Penalty: 5973.447754
	Iteration 6F: 3 clusters Score -2.105029e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -21056578.000000 Penalty: 5973.447754
	Iteration 7F: 3 clusters Score -2.105658e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -21062938.000000 Penalty: 5973.447754
	Iteration 8F: 3 clusters Score -2.106294e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -21068812.000000 Penalty: 5973.447754
	Iteration 9F: 3 clusters Score -2.106881e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -21074406.000000 Penalty: 5973.447754
	Iteration 10F: 3 clusters Score -2.107441e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144649 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -21079926.000000 Penalty: 5973.447754
	Iteration 11Q: 3 clusters Score -2.107993e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151787 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -21085104.000000 Penalty: 5973.447754
	Iteration 12Q: 3 clusters Score -2.10851e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -21089338.000000 Penalty: 5973.447754
	Iteration 13Q: 3 clusters Score -2.108934e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -21092438.000000 Penalty: 5973.447754
	Iteration 14Q: 3 clusters Score -2.109244e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21094352.000000 Penalty: 5973.447754
	Iteration 15Q: 3 clusters Score -2.109435e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -21095460.000000 Penalty: 5973.447754
	Iteration 16Q: 3 clusters Score -2.109546e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168138 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21095980.000000 Penalty: 5973.447754
	Iteration 17Q: 3 clusters Score -2.109598e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21096218.000000 Penalty: 5973.447754
	Iteration 18Q: 3 clusters Score -2.109622e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168904 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21096262.000000 Penalty: 5973.447754
	Iteration 19Q: 3 clusters Score -2.109626e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169074 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -21096374.000000 Penalty: 5973.447754
	Iteration 20F: 3 clusters Score -2.109637e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169165 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -21096460.000000 Penalty: 5973.447754
	Iteration 21Q: 3 clusters Score -2.109646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -21096468.000000 Penalty: 5973.447754
	Iteration 22Q: 3 clusters Score -2.109647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21096472.000000 Penalty: 5973.447754
	Iteration 23Q: 3 clusters Score -2.109647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21096460.000000 Penalty: 5973.447754
	Iteration 24Q: 3 clusters Score -2.109646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169290 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5973.447754
	Iteration 25Q: 3 clusters Score -2.109649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21096512.000000 Penalty: 5973.447754
	Iteration 26Q: 3 clusters Score -2.109651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21096530.000000 Penalty: 5973.447754
	Iteration 27Q: 3 clusters Score -2.109653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169329 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21096540.000000 Penalty: 5973.447754
	Iteration 28Q: 3 clusters Score -2.109654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21096556.000000 Penalty: 5973.447754
	Iteration 29Q: 3 clusters Score -2.109656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -21096564.000000 Penalty: 5973.447754
	Iteration 30Q: 3 clusters Score -2.109656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21096564.000000 Penalty: 5973.447754
	Iteration 31Q: 3 clusters Score -2.109656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -21096588.000000 Penalty: 5973.447754
	Iteration 32Q: 3 clusters Score -2.109659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21096588.000000 Penalty: 5973.447754
	Iteration 33Q: 3 clusters Score -2.109659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21096578.000000 Penalty: 5973.447754
	Iteration 34Q: 3 clusters Score -2.109658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21096578.000000 Penalty: 5973.447754
	Iteration 35Q: 3 clusters Score -2.109658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169369 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21096580.000000 Penalty: 5973.447754
	Iteration 36Q: 3 clusters Score -2.109658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21096586.000000 Penalty: 5973.447754
	Iteration 37Q: 3 clusters Score -2.109659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169371 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21096584.000000 Penalty: 5973.447754
	Iteration 38Q: 3 clusters Score -2.109658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21096580.000000 Penalty: 5973.447754
	Iteration 39Q: 3 clusters Score -2.109658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21096580.000000 Penalty: 5973.447754
	Iteration 40F: 3 clusters Score -2.109658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Entering Unmasked Estep 
Score: -3471658.250000 Penalty: 2542.117920
	Iteration 0F: 2 clusters Score -3471658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3452164.750000 Penalty: 5084.235840
	Iteration 0F: 3 clusters Score -3452165 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3459120.500000 Penalty: 5084.235840
	Iteration 1F: 3 clusters Score -3459120 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3459567.750000 Penalty: 5084.235840
	Iteration 2Q: 3 clusters Score -3459568 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3460028.750000 Penalty: 5084.235840
	Iteration 3Q: 3 clusters Score -3460029 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3460542.250000 Penalty: 5084.235840
	Iteration 4Q: 3 clusters Score -3460542 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3461062.000000 Penalty: 5084.235840
	Iteration 5Q: 3 clusters Score -3461062 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3461605.500000 Penalty: 5084.235840
	Iteration 6Q: 3 clusters Score -3461606 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3462194.000000 Penalty: 5084.235840
	Iteration 7Q: 3 clusters Score -3462194 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3462779.750000 Penalty: 5084.235840
	Iteration 8Q: 3 clusters Score -3462780 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3463260.750000 Penalty: 5084.235840
	Iteration 9Q: 3 clusters Score -3463261 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3463742.000000 Penalty: 5084.235840
	Iteration 10Q: 3 clusters Score -3463742 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3464148.250000 Penalty: 5084.235840
	Iteration 11Q: 3 clusters Score -3464148 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3464506.500000 Penalty: 5084.235840
	Iteration 12Q: 3 clusters Score -3464506 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3464791.000000 Penalty: 5084.235840
	Iteration 13Q: 3 clusters Score -3464791 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3465061.750000 Penalty: 5084.235840
	Iteration 14Q: 3 clusters Score -3465062 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3465347.500000 Penalty: 5084.235840
	Iteration 15Q: 3 clusters Score -3465348 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3465593.750000 Penalty: 5084.235840
	Iteration 16Q: 3 clusters Score -3465594 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3465851.500000 Penalty: 5084.235840
	Iteration 17Q: 3 clusters Score -3465852 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3466155.000000 Penalty: 5084.235840
	Iteration 18Q: 3 clusters Score -3466155 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3466518.250000 Penalty: 5084.235840
	Iteration 19Q: 3 clusters Score -3466518 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3466905.000000 Penalty: 5084.235840
	Iteration 20F: 3 clusters Score -3466905 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3467299.750000 Penalty: 5084.235840
	Iteration 21Q: 3 clusters Score -3467300 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3467678.000000 Penalty: 5084.235840
	Iteration 22Q: 3 clusters Score -3467678 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3468112.500000 Penalty: 5084.235840
	Iteration 23Q: 3 clusters Score -3468112 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3468545.000000 Penalty: 5084.235840
	Iteration 24Q: 3 clusters Score -3468545 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3468923.750000 Penalty: 5084.235840
	Iteration 25Q: 3 clusters Score -3468924 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3469229.750000 Penalty: 5084.235840
	Iteration 26Q: 3 clusters Score -3469230 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3469464.250000 Penalty: 5084.235840
	Iteration 27Q: 3 clusters Score -3469464 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3469606.500000 Penalty: 5084.235840
	Iteration 28Q: 3 clusters Score -3469606 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3469716.000000 Penalty: 5084.235840
	Iteration 29Q: 3 clusters Score -3469716 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3469799.500000 Penalty: 5084.235840
	Iteration 30Q: 3 clusters Score -3469800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3469877.250000 Penalty: 5084.235840
	Iteration 31Q: 3 clusters Score -3469877 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3469953.250000 Penalty: 5084.235840
	Iteration 32Q: 3 clusters Score -3469953 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3470004.250000 Penalty: 5084.235840
	Iteration 33Q: 3 clusters Score -3470004 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3470036.000000 Penalty: 5084.235840
	Iteration 34Q: 3 clusters Score -3470036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3470053.500000 Penalty: 5084.235840
	Iteration 35Q: 3 clusters Score -3470054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3470064.500000 Penalty: 5084.235840
	Iteration 36Q: 3 clusters Score -3470064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3470070.250000 Penalty: 5084.235840
	Iteration 37Q: 3 clusters Score -3470070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3470071.750000 Penalty: 5084.235840
	Iteration 38Q: 3 clusters Score -3470072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3470085.500000 Penalty: 5084.235840
	Iteration 39Q: 3 clusters Score -3470086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3470089.250000 Penalty: 5084.235840
	Iteration 40F: 3 clusters Score -3470089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3470083.500000 Penalty: 5084.235840
	Iteration 41Q: 3 clusters Score -3470084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3470086.750000 Penalty: 5084.235840
	Iteration 42Q: 3 clusters Score -3470087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3470085.500000 Penalty: 5084.235840
	Iteration 43Q: 3 clusters Score -3470086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3470090.000000 Penalty: 5084.235840
	Iteration 44Q: 3 clusters Score -3470090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3470091.750000 Penalty: 5084.235840
	Iteration 45Q: 3 clusters Score -3470092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3470090.750000 Penalty: 5084.235840
	Iteration 46Q: 3 clusters Score -3470091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3470092.750000 Penalty: 5084.235840
	Iteration 47Q: 3 clusters Score -3470093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3470093.500000 Penalty: 5084.235840
	Iteration 48Q: 3 clusters Score -3470094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3470099.500000 Penalty: 5084.235840
	Iteration 49Q: 3 clusters Score -3470100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3470095.750000 Penalty: 5084.235840
	Iteration 50Q: 3 clusters Score -3470096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3470098.750000 Penalty: 5084.235840
	Iteration 51Q: 3 clusters Score -3470099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3470097.500000 Penalty: 5084.235840
	Iteration 52Q: 3 clusters Score -3470098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3470103.500000 Penalty: 5084.235840
	Iteration 53Q: 3 clusters Score -3470104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3470101.750000 Penalty: 5084.235840
	Iteration 54Q: 3 clusters Score -3470102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3470108.000000 Penalty: 5084.235840
	Iteration 55Q: 3 clusters Score -3470108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3470113.000000 Penalty: 5084.235840
	Iteration 56Q: 3 clusters Score -3470113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3470113.500000 Penalty: 5084.235840
	Iteration 57Q: 3 clusters Score -3470114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3470110.750000 Penalty: 5084.235840
	Iteration 58Q: 3 clusters Score -3470111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3470116.500000 Penalty: 5084.235840
	Iteration 59Q: 3 clusters Score -3470116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3470117.250000 Penalty: 5084.235840
	Iteration 60F: 3 clusters Score -3470117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3470113.500000 Penalty: 5084.235840
	Iteration 61Q: 3 clusters Score -3470114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3470117.750000 Penalty: 5084.235840
	Iteration 62Q: 3 clusters Score -3470118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3470117.750000 Penalty: 5084.235840
	Iteration 63Q: 3 clusters Score -3470118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3470120.500000 Penalty: 5084.235840
	Iteration 64Q: 3 clusters Score -3470120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3470125.250000 Penalty: 5084.235840
	Iteration 65Q: 3 clusters Score -3470125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3470121.250000 Penalty: 5084.235840
	Iteration 66Q: 3 clusters Score -3470121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3470119.500000 Penalty: 5084.235840
	Iteration 67Q: 3 clusters Score -3470120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3470122.000000 Penalty: 5084.235840
	Iteration 68Q: 3 clusters Score -3470122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3470123.500000 Penalty: 5084.235840
	Iteration 69Q: 3 clusters Score -3470124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3470122.250000 Penalty: 5084.235840
	Iteration 70Q: 3 clusters Score -3470122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3470125.000000 Penalty: 5084.235840
	Iteration 71Q: 3 clusters Score -3470125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3470125.000000 Penalty: 5084.235840
	Iteration 72F: 3 clusters Score -3470125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Entering Unmasked Estep 
Score: -1422724.000000 Penalty: 2327.949951
	Iteration 0F: 2 clusters Score -1422724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1413853.125000 Penalty: 4655.899902
	Iteration 0F: 3 clusters Score -1413853 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1416454.000000 Penalty: 4655.899902
	Iteration 1F: 3 clusters Score -1416454 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1416754.875000 Penalty: 4655.899902
	Iteration 2F: 3 clusters Score -1416755 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1416982.375000 Penalty: 4655.899902
	Iteration 3Q: 3 clusters Score -1416982 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1417168.875000 Penalty: 4655.899902
	Iteration 4Q: 3 clusters Score -1417169 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1417321.250000 Penalty: 4655.899902
	Iteration 5Q: 3 clusters Score -1417321 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1417469.875000 Penalty: 4655.899902
	Iteration 6Q: 3 clusters Score -1417470 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1417603.500000 Penalty: 4655.899902
	Iteration 7Q: 3 clusters Score -1417604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1417735.250000 Penalty: 4655.899902
	Iteration 8Q: 3 clusters Score -1417735 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1417891.125000 Penalty: 4655.899902
	Iteration 9Q: 3 clusters Score -1417891 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1418069.125000 Penalty: 4655.899902
	Iteration 10Q: 3 clusters Score -1418069 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1418290.125000 Penalty: 4655.899902
	Iteration 11Q: 3 clusters Score -1418290 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1418547.125000 Penalty: 4655.899902
	Iteration 12Q: 3 clusters Score -1418547 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1418865.250000 Penalty: 4655.899902
	Iteration 13Q: 3 clusters Score -1418865 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1419247.750000 Penalty: 4655.899902
	Iteration 14Q: 3 clusters Score -1419248 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1419651.250000 Penalty: 4655.899902
	Iteration 15Q: 3 clusters Score -1419651 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1420000.750000 Penalty: 4655.899902
	Iteration 16Q: 3 clusters Score -1420001 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1420271.000000 Penalty: 4655.899902
	Iteration 17Q: 3 clusters Score -1420271 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1420453.750000 Penalty: 4655.899902
	Iteration 18Q: 3 clusters Score -1420454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1420575.375000 Penalty: 4655.899902
	Iteration 19Q: 3 clusters Score -1420575 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1420657.750000 Penalty: 4655.899902
	Iteration 20F: 3 clusters Score -1420658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1420718.750000 Penalty: 4655.899902
	Iteration 21Q: 3 clusters Score -1420719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1420746.625000 Penalty: 4655.899902
	Iteration 22Q: 3 clusters Score -1420747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1420768.875000 Penalty: 4655.899902
	Iteration 23Q: 3 clusters Score -1420769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1420780.500000 Penalty: 4655.899902
	Iteration 24Q: 3 clusters Score -1420780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1420789.000000 Penalty: 4655.899902
	Iteration 25Q: 3 clusters Score -1420789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1420792.500000 Penalty: 4655.899902
	Iteration 26Q: 3 clusters Score -1420792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1420797.875000 Penalty: 4655.899902
	Iteration 27Q: 3 clusters Score -1420798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1420805.250000 Penalty: 4655.899902
	Iteration 28Q: 3 clusters Score -1420805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1420807.250000 Penalty: 4655.899902
	Iteration 29Q: 3 clusters Score -1420807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1420813.375000 Penalty: 4655.899902
	Iteration 30Q: 3 clusters Score -1420813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1420815.750000 Penalty: 4655.899902
	Iteration 31Q: 3 clusters Score -1420816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1420814.375000 Penalty: 4655.899902
	Iteration 32Q: 3 clusters Score -1420814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1420816.000000 Penalty: 4655.899902
	Iteration 33Q: 3 clusters Score -1420816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1420818.000000 Penalty: 4655.899902
	Iteration 34Q: 3 clusters Score -1420818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1420818.625000 Penalty: 4655.899902
	Iteration 35Q: 3 clusters Score -1420819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1420818.625000 Penalty: 4655.899902
	Iteration 36Q: 3 clusters Score -1420819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1420820.750000 Penalty: 4655.899902
	Iteration 37Q: 3 clusters Score -1420821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1420821.375000 Penalty: 4655.899902
	Iteration 38Q: 3 clusters Score -1420821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1420821.375000 Penalty: 4655.899902
	Iteration 39F: 3 clusters Score -1420821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -125965.890625 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -125965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123886.625000 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -123886.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124255.476562 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -124255.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124515.515625 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -124515.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124655.679688 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -124655.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124738.687500 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -124738.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124831.328125 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -124831.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124878.296875 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -124878.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -124912.445312 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -124912.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124942.898438 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -124942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -124990.640625 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -124990.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -125035.609375 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -125035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -125060.835938 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -125060.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -125115.132812 Penalty: 3493.840332
	Iteration 12Q: 3 clusters Score -125115.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -125176.484375 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -125176.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -125219.828125 Penalty: 3493.840332
	Iteration 14Q: 3 clusters Score -125219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -125288.804688 Penalty: 3493.840332
	Iteration 15Q: 3 clusters Score -125288.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125378.375000 Penalty: 3493.840332
	Iteration 16Q: 3 clusters Score -125378.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -125485.171875 Penalty: 3493.840332
	Iteration 17Q: 3 clusters Score -125485.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -125692.992188 Penalty: 3493.840332
	Iteration 18Q: 3 clusters Score -125693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -125945.570312 Penalty: 3493.840332
	Iteration 19Q: 3 clusters Score -125945.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -126221.382812 Penalty: 3493.840332
	Iteration 20F: 3 clusters Score -126221.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -126489.859375 Penalty: 3493.840332
	Iteration 21Q: 3 clusters Score -126489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -126516.875000 Penalty: 3493.840332
	Iteration 22Q: 3 clusters Score -126516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126524.984375 Penalty: 3493.840332
	Iteration 23Q: 3 clusters Score -126525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126524.984375 Penalty: 3493.840332
	Iteration 24F: 3 clusters Score -126525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134842 members 
Mstep: Class 8 contains 19899 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167846 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34750 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170165 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169947 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 634 members 
Entering Unmasked Estep 
Score: -124245936.000000 Penalty: 99613.000000
Splitting cluster 26 changes total score from -124246952.000000 to -124245936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -105604.820312 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -105604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103726.226562 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -103726.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104063.015625 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -104063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104223.484375 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -104223.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104362.648438 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -104362.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104484.593750 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -104484.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104581.734375 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -104581.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104633.093750 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -104633.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104697.117188 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -104697.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104849.132812 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -104849.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105141.328125 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -105141.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -105297.304688 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -105297.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105382.312500 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -105382.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105445.906250 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -105445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105509.921875 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -105509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -105560.554688 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -105560.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -105618.476562 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -105618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -105666.500000 Penalty: 3419.253418
	Iteration 16Q: 3 clusters Score -105666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -105691.414062 Penalty: 3419.253418
	Iteration 17Q: 3 clusters Score -105691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -105708.265625 Penalty: 3419.253418
	Iteration 18Q: 3 clusters Score -105708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -105715.750000 Penalty: 3419.253418
	Iteration 19Q: 3 clusters Score -105715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -105737.421875 Penalty: 3419.253418
	Iteration 20F: 3 clusters Score -105737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -105759.054688 Penalty: 3419.253418
	Iteration 21Q: 3 clusters Score -105759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -105776.789062 Penalty: 3419.253418
	Iteration 22Q: 3 clusters Score -105776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -105796.179688 Penalty: 3419.253418
	Iteration 23Q: 3 clusters Score -105796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -105814.875000 Penalty: 3419.253418
	Iteration 24Q: 3 clusters Score -105814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -105829.398438 Penalty: 3419.253418
	Iteration 25Q: 3 clusters Score -105829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -105860.882812 Penalty: 3419.253418
	Iteration 26Q: 3 clusters Score -105860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -105870.984375 Penalty: 3419.253418
	Iteration 27Q: 3 clusters Score -105871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -105885.703125 Penalty: 3419.253418
	Iteration 28Q: 3 clusters Score -105885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -105885.703125 Penalty: 3419.253418
	Iteration 29F: 3 clusters Score -105885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134842 members 
Mstep: Class 8 contains 19899 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167846 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34750 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170165 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169947 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 790 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 196 members 
Entering Unmasked Estep 
Score: -124245544.000000 Penalty: 99613.000000
Splitting cluster 27 changes total score from -124246952.000000 to -124245544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -35080.136719 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -35080.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33839.734375 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -33839.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34333.804688 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -34333.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35019.753906 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -35019.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35183.808594 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -35183.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35249.187500 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -35249.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35301.847656 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -35301.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35329.343750 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -35329.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35340.238281 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -35340.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35346.218750 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -35346.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35358.527344 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -35358.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35358.527344 Penalty: 2930.409180
	Iteration 10F: 3 clusters Score -35358.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134842 members 
Mstep: Class 8 contains 19899 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167846 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34750 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170165 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169947 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 125 members 
Entering Unmasked Estep 
Score: -124245392.000000 Penalty: 99613.000000
Splitting cluster 28 changes total score from -124246952.000000 to -124245392.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134842 members 
Mstep: Class 8 contains 19899 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167846 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34750 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170165 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169947 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246984.000000 Penalty: 96178.070312
Iteration 239Q: 29 clusters Score -1.24247e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27027 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134848 members 
Mstep: Class 8 contains 19896 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167839 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34743 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170172 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 169948 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124247048.000000 Penalty: 96178.070312
Iteration 240F: 29 clusters Score -1.24247e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134856 members 
Mstep: Class 8 contains 19893 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167829 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34735 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170189 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169947 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 241Q: 29 clusters Score -1.24247e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27029 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134864 members 
Mstep: Class 8 contains 19885 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167826 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34725 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170188 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 169957 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 242Q: 29 clusters Score -1.24247e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134870 members 
Mstep: Class 8 contains 19883 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167819 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34719 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170195 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11333 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246968.000000 Penalty: 96178.070312
Iteration 243Q: 29 clusters Score -1.24247e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134874 members 
Mstep: Class 8 contains 19881 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167805 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34715 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170206 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11333 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 169962 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246968.000000 Penalty: 96178.070312
Iteration 244Q: 29 clusters Score -1.24247e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134879 members 
Mstep: Class 8 contains 19880 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167788 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34710 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170219 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11332 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 169967 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246928.000000 Penalty: 96178.070312
Iteration 245Q: 29 clusters Score -1.242469e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134882 members 
Mstep: Class 8 contains 19881 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167775 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34706 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170229 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 169970 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246920.000000 Penalty: 96178.070312
Iteration 246Q: 29 clusters Score -1.242469e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 134884 members 
Mstep: Class 8 contains 19882 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167758 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34703 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170242 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246936.000000 Penalty: 96178.070312
Iteration 247Q: 29 clusters Score -1.242469e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134885 members 
Mstep: Class 8 contains 19882 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167740 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34701 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170258 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11330 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 169978 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246888.000000 Penalty: 96178.070312
Iteration 248Q: 29 clusters Score -1.242469e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 134887 members 
Mstep: Class 8 contains 19882 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167733 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34699 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170272 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11329 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246864.000000 Penalty: 96178.070312
Iteration 249Q: 29 clusters Score -1.242469e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27030 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 134886 members 
Mstep: Class 8 contains 19881 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167727 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34698 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170286 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 169976 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246896.000000 Penalty: 96178.070312
Iteration 250Q: 29 clusters Score -1.242469e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27029 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 134886 members 
Mstep: Class 8 contains 19878 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2840 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167720 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34698 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170301 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169976 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246920.000000 Penalty: 96178.070312
Iteration 251Q: 29 clusters Score -1.242469e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27030 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 134889 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167703 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34697 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170319 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169974 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246952.000000 Penalty: 96178.070312
Iteration 252Q: 29 clusters Score -1.24247e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27025 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167691 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34694 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170344 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169969 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246984.000000 Penalty: 96178.070312
Iteration 253Q: 29 clusters Score -1.24247e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27025 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167679 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170366 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20067 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169963 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 254Q: 29 clusters Score -1.24247e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27026 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29156 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167667 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170380 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169964 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246968.000000 Penalty: 96178.070312
Iteration 255Q: 29 clusters Score -1.24247e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29156 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167657 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170389 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11330 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169963 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246920.000000 Penalty: 96178.070312
Iteration 256Q: 29 clusters Score -1.242469e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167643 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170403 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11330 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169962 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 257Q: 29 clusters Score -1.24247e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45422 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167635 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170408 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11330 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169962 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246944.000000 Penalty: 96178.070312
Iteration 258Q: 29 clusters Score -1.242469e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167631 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170414 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11330 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169960 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246960.000000 Penalty: 96178.070312
Iteration 259Q: 29 clusters Score -1.24247e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167623 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170426 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11328 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 260F: 29 clusters Score -1.24247e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167620 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170430 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11328 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246968.000000 Penalty: 96178.070312
Iteration 261Q: 29 clusters Score -1.24247e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167613 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170438 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11328 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246968.000000 Penalty: 96178.070312
Iteration 262Q: 29 clusters Score -1.24247e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167608 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170444 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11328 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246968.000000 Penalty: 96178.070312
Iteration 263Q: 29 clusters Score -1.24247e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167611 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170446 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11329 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169956 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246920.000000 Penalty: 96178.070312
Iteration 264Q: 29 clusters Score -1.242469e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167613 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170444 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11328 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246936.000000 Penalty: 96178.070312
Iteration 265Q: 29 clusters Score -1.242469e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167618 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170443 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11326 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246944.000000 Penalty: 96178.070312
Iteration 266Q: 29 clusters Score -1.242469e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167619 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170442 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11325 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 267Q: 29 clusters Score -1.24247e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167617 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170445 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11323 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169957 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246976.000000 Penalty: 96178.070312
Iteration 268Q: 29 clusters Score -1.24247e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167614 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170449 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11323 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169957 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246960.000000 Penalty: 96178.070312
Iteration 269Q: 29 clusters Score -1.24247e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167612 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170451 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246952.000000 Penalty: 96178.070312
Iteration 270Q: 29 clusters Score -1.24247e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167609 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170450 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169962 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246952.000000 Penalty: 96178.070312
Iteration 271Q: 29 clusters Score -1.24247e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167602 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170456 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169964 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246960.000000 Penalty: 96178.070312
Iteration 272Q: 29 clusters Score -1.24247e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167596 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170460 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169965 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246896.000000 Penalty: 96178.070312
Iteration 273Q: 29 clusters Score -1.242469e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167593 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170465 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169963 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246864.000000 Penalty: 96178.070312
Iteration 274Q: 29 clusters Score -1.242469e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167589 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170469 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169962 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246872.000000 Penalty: 96178.070312
Iteration 275Q: 29 clusters Score -1.242469e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167585 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170475 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169960 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246896.000000 Penalty: 96178.070312
Iteration 276Q: 29 clusters Score -1.242469e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167582 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170479 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246872.000000 Penalty: 96178.070312
Iteration 277Q: 29 clusters Score -1.242469e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167579 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170481 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246808.000000 Penalty: 96178.070312
Iteration 278Q: 29 clusters Score -1.242468e+08 nChanged 12
Entering ConstructFrom: 
Score: -124246808.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Entering Unmasked Estep 
Score: -2129958.500000 Penalty: 2427.735107
	Iteration 0F: 2 clusters Score -2129958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2117243.750000 Penalty: 4855.470215
	Iteration 0F: 3 clusters Score -2117244 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2121455.000000 Penalty: 4855.470215
	Iteration 1F: 3 clusters Score -2121455 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2121871.750000 Penalty: 4855.470215
	Iteration 2F: 3 clusters Score -2121872 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2122264.750000 Penalty: 4855.470215
	Iteration 3F: 3 clusters Score -2122265 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2122690.250000 Penalty: 4855.470215
	Iteration 4Q: 3 clusters Score -2122690 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2123180.000000 Penalty: 4855.470215
	Iteration 5F: 3 clusters Score -2123180 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2123797.250000 Penalty: 4855.470215
	Iteration 6F: 3 clusters Score -2123797 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2124493.000000 Penalty: 4855.470215
	Iteration 7F: 3 clusters Score -2124493 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2125164.500000 Penalty: 4855.470215
	Iteration 8F: 3 clusters Score -2125164 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2125800.500000 Penalty: 4855.470215
	Iteration 9F: 3 clusters Score -2125800 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2126336.750000 Penalty: 4855.470215
	Iteration 10Q: 3 clusters Score -2126337 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2126712.500000 Penalty: 4855.470215
	Iteration 11Q: 3 clusters Score -2126712 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2127064.250000 Penalty: 4855.470215
	Iteration 12Q: 3 clusters Score -2127064 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2127320.500000 Penalty: 4855.470215
	Iteration 13Q: 3 clusters Score -2127320 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2127495.750000 Penalty: 4855.470215
	Iteration 14Q: 3 clusters Score -2127496 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2127644.250000 Penalty: 4855.470215
	Iteration 15Q: 3 clusters Score -2127644 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2127737.000000 Penalty: 4855.470215
	Iteration 16Q: 3 clusters Score -2127737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2127810.000000 Penalty: 4855.470215
	Iteration 17Q: 3 clusters Score -2127810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2127846.000000 Penalty: 4855.470215
	Iteration 18Q: 3 clusters Score -2127846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2127869.500000 Penalty: 4855.470215
	Iteration 19Q: 3 clusters Score -2127870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2127886.750000 Penalty: 4855.470215
	Iteration 20F: 3 clusters Score -2127887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2127897.750000 Penalty: 4855.470215
	Iteration 21Q: 3 clusters Score -2127898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2127897.750000 Penalty: 4855.470215
	Iteration 22Q: 3 clusters Score -2127898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2127904.000000 Penalty: 4855.470215
	Iteration 23Q: 3 clusters Score -2127904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2127915.250000 Penalty: 4855.470215
	Iteration 24Q: 3 clusters Score -2127915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2127920.000000 Penalty: 4855.470215
	Iteration 25Q: 3 clusters Score -2127920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2127925.000000 Penalty: 4855.470215
	Iteration 26Q: 3 clusters Score -2127925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2127923.250000 Penalty: 4855.470215
	Iteration 27Q: 3 clusters Score -2127923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2127925.750000 Penalty: 4855.470215
	Iteration 28Q: 3 clusters Score -2127926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2127930.500000 Penalty: 4855.470215
	Iteration 29Q: 3 clusters Score -2127930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2127938.000000 Penalty: 4855.470215
	Iteration 30Q: 3 clusters Score -2127938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2127934.750000 Penalty: 4855.470215
	Iteration 31Q: 3 clusters Score -2127935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2127933.750000 Penalty: 4855.470215
	Iteration 32Q: 3 clusters Score -2127934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2127933.750000 Penalty: 4855.470215
	Iteration 33F: 3 clusters Score -2127934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Entering Unmasked Estep 
Score: -3176130.250000 Penalty: 2530.812012
	Iteration 0F: 2 clusters Score -3176130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3157512.500000 Penalty: 5061.624023
	Iteration 0F: 3 clusters Score -3157512 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3164255.750000 Penalty: 5061.624023
	Iteration 1F: 3 clusters Score -3164256 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3164889.750000 Penalty: 5061.624023
	Iteration 2F: 3 clusters Score -3164890 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3165493.500000 Penalty: 5061.624023
	Iteration 3F: 3 clusters Score -3165494 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3166152.750000 Penalty: 5061.624023
	Iteration 4F: 3 clusters Score -3166153 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3166947.000000 Penalty: 5061.624023
	Iteration 5F: 3 clusters Score -3166947 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3167961.250000 Penalty: 5061.624023
	Iteration 6F: 3 clusters Score -3167961 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3169194.750000 Penalty: 5061.624023
	Iteration 7F: 3 clusters Score -3169195 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3170581.000000 Penalty: 5061.624023
	Iteration 8F: 3 clusters Score -3170581 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3172012.000000 Penalty: 5061.624023
	Iteration 9F: 3 clusters Score -3172012 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3173183.500000 Penalty: 5061.624023
	Iteration 10Q: 3 clusters Score -3173184 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3173896.750000 Penalty: 5061.624023
	Iteration 11Q: 3 clusters Score -3173897 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3174246.250000 Penalty: 5061.624023
	Iteration 12Q: 3 clusters Score -3174246 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3174407.000000 Penalty: 5061.624023
	Iteration 13Q: 3 clusters Score -3174407 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3174490.750000 Penalty: 5061.624023
	Iteration 14Q: 3 clusters Score -3174491 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3174580.750000 Penalty: 5061.624023
	Iteration 15Q: 3 clusters Score -3174581 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3174627.500000 Penalty: 5061.624023
	Iteration 16Q: 3 clusters Score -3174628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3174677.250000 Penalty: 5061.624023
	Iteration 17Q: 3 clusters Score -3174677 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3174699.250000 Penalty: 5061.624023
	Iteration 18Q: 3 clusters Score -3174699 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3174739.000000 Penalty: 5061.624023
	Iteration 19Q: 3 clusters Score -3174739 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3174762.750000 Penalty: 5061.624023
	Iteration 20F: 3 clusters Score -3174763 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3174782.750000 Penalty: 5061.624023
	Iteration 21Q: 3 clusters Score -3174783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3174796.500000 Penalty: 5061.624023
	Iteration 22Q: 3 clusters Score -3174796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3174802.500000 Penalty: 5061.624023
	Iteration 23Q: 3 clusters Score -3174802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3174814.750000 Penalty: 5061.624023
	Iteration 24Q: 3 clusters Score -3174815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3174824.750000 Penalty: 5061.624023
	Iteration 25Q: 3 clusters Score -3174825 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3174847.500000 Penalty: 5061.624023
	Iteration 26Q: 3 clusters Score -3174848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3174854.250000 Penalty: 5061.624023
	Iteration 27Q: 3 clusters Score -3174854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3174865.750000 Penalty: 5061.624023
	Iteration 28Q: 3 clusters Score -3174866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3174883.000000 Penalty: 5061.624023
	Iteration 29Q: 3 clusters Score -3174883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3174882.250000 Penalty: 5061.624023
	Iteration 30Q: 3 clusters Score -3174882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3174899.000000 Penalty: 5061.624023
	Iteration 31Q: 3 clusters Score -3174899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3174898.750000 Penalty: 5061.624023
	Iteration 32Q: 3 clusters Score -3174899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3174903.000000 Penalty: 5061.624023
	Iteration 33Q: 3 clusters Score -3174903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3174916.500000 Penalty: 5061.624023
	Iteration 34Q: 3 clusters Score -3174916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3174932.250000 Penalty: 5061.624023
	Iteration 35Q: 3 clusters Score -3174932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3174954.000000 Penalty: 5061.624023
	Iteration 36Q: 3 clusters Score -3174954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3174957.500000 Penalty: 5061.624023
	Iteration 37Q: 3 clusters Score -3174958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3174958.000000 Penalty: 5061.624023
	Iteration 38Q: 3 clusters Score -3174958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3174962.250000 Penalty: 5061.624023
	Iteration 39Q: 3 clusters Score -3174962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3174967.750000 Penalty: 5061.624023
	Iteration 40F: 3 clusters Score -3174968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3174980.750000 Penalty: 5061.624023
	Iteration 41Q: 3 clusters Score -3174981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3174979.250000 Penalty: 5061.624023
	Iteration 42Q: 3 clusters Score -3174979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3174990.500000 Penalty: 5061.624023
	Iteration 43Q: 3 clusters Score -3174990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3175011.750000 Penalty: 5061.624023
	Iteration 44Q: 3 clusters Score -3175012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3175011.000000 Penalty: 5061.624023
	Iteration 45Q: 3 clusters Score -3175011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3175013.250000 Penalty: 5061.624023
	Iteration 46Q: 3 clusters Score -3175013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3175018.500000 Penalty: 5061.624023
	Iteration 47Q: 3 clusters Score -3175018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3175025.500000 Penalty: 5061.624023
	Iteration 48Q: 3 clusters Score -3175026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3175030.500000 Penalty: 5061.624023
	Iteration 49Q: 3 clusters Score -3175030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3175034.500000 Penalty: 5061.624023
	Iteration 50Q: 3 clusters Score -3175034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3175042.750000 Penalty: 5061.624023
	Iteration 51Q: 3 clusters Score -3175043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3175049.500000 Penalty: 5061.624023
	Iteration 52Q: 3 clusters Score -3175050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3175050.750000 Penalty: 5061.624023
	Iteration 53Q: 3 clusters Score -3175051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3175056.000000 Penalty: 5061.624023
	Iteration 54Q: 3 clusters Score -3175056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3175065.750000 Penalty: 5061.624023
	Iteration 55Q: 3 clusters Score -3175066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3175075.000000 Penalty: 5061.624023
	Iteration 56Q: 3 clusters Score -3175075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3175091.750000 Penalty: 5061.624023
	Iteration 57Q: 3 clusters Score -3175092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3175100.750000 Penalty: 5061.624023
	Iteration 58Q: 3 clusters Score -3175101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3175102.250000 Penalty: 5061.624023
	Iteration 59Q: 3 clusters Score -3175102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3175108.250000 Penalty: 5061.624023
	Iteration 60F: 3 clusters Score -3175108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3175114.500000 Penalty: 5061.624023
	Iteration 61Q: 3 clusters Score -3175114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3175124.500000 Penalty: 5061.624023
	Iteration 62Q: 3 clusters Score -3175124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3175126.000000 Penalty: 5061.624023
	Iteration 63Q: 3 clusters Score -3175126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3175130.500000 Penalty: 5061.624023
	Iteration 64Q: 3 clusters Score -3175130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3175140.250000 Penalty: 5061.624023
	Iteration 65Q: 3 clusters Score -3175140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3175144.750000 Penalty: 5061.624023
	Iteration 66Q: 3 clusters Score -3175145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3175153.000000 Penalty: 5061.624023
	Iteration 67Q: 3 clusters Score -3175153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3175158.750000 Penalty: 5061.624023
	Iteration 68Q: 3 clusters Score -3175159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3175161.750000 Penalty: 5061.624023
	Iteration 69Q: 3 clusters Score -3175162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3175168.500000 Penalty: 5061.624023
	Iteration 70Q: 3 clusters Score -3175168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3175171.250000 Penalty: 5061.624023
	Iteration 71Q: 3 clusters Score -3175171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3175178.000000 Penalty: 5061.624023
	Iteration 72Q: 3 clusters Score -3175178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3175175.250000 Penalty: 5061.624023
	Iteration 73Q: 3 clusters Score -3175175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3175177.000000 Penalty: 5061.624023
	Iteration 74Q: 3 clusters Score -3175177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3175179.750000 Penalty: 5061.624023
	Iteration 75Q: 3 clusters Score -3175180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3175173.750000 Penalty: 5061.624023
	Iteration 76Q: 3 clusters Score -3175174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3175172.250000 Penalty: 5061.624023
	Iteration 77Q: 3 clusters Score -3175172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3175179.000000 Penalty: 5061.624023
	Iteration 78Q: 3 clusters Score -3175179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3175176.750000 Penalty: 5061.624023
	Iteration 79Q: 3 clusters Score -3175177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3175172.500000 Penalty: 5061.624023
	Iteration 80F: 3 clusters Score -3175172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3175177.750000 Penalty: 5061.624023
	Iteration 81Q: 3 clusters Score -3175178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3175179.750000 Penalty: 5061.624023
	Iteration 82Q: 3 clusters Score -3175180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3175182.250000 Penalty: 5061.624023
	Iteration 83Q: 3 clusters Score -3175182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3175180.750000 Penalty: 5061.624023
	Iteration 84Q: 3 clusters Score -3175181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3175181.500000 Penalty: 5061.624023
	Iteration 85Q: 3 clusters Score -3175182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3175178.750000 Penalty: 5061.624023
	Iteration 86Q: 3 clusters Score -3175179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3175185.750000 Penalty: 5061.624023
	Iteration 87Q: 3 clusters Score -3175186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3175182.750000 Penalty: 5061.624023
	Iteration 88Q: 3 clusters Score -3175183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3175189.500000 Penalty: 5061.624023
	Iteration 89Q: 3 clusters Score -3175190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3175184.500000 Penalty: 5061.624023
	Iteration 90Q: 3 clusters Score -3175184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3175191.000000 Penalty: 5061.624023
	Iteration 91Q: 3 clusters Score -3175191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3175185.750000 Penalty: 5061.624023
	Iteration 92Q: 3 clusters Score -3175186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3175189.500000 Penalty: 5061.624023
	Iteration 93Q: 3 clusters Score -3175190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3175192.000000 Penalty: 5061.624023
	Iteration 94Q: 3 clusters Score -3175192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3175195.750000 Penalty: 5061.624023
	Iteration 95Q: 3 clusters Score -3175196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3175195.750000 Penalty: 5061.624023
	Iteration 96Q: 3 clusters Score -3175196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3175203.250000 Penalty: 5061.624023
	Iteration 97Q: 3 clusters Score -3175203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3175215.750000 Penalty: 5061.624023
	Iteration 98Q: 3 clusters Score -3175216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3175211.750000 Penalty: 5061.624023
	Iteration 99Q: 3 clusters Score -3175212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3175217.750000 Penalty: 5061.624023
	Iteration 100F: 3 clusters Score -3175218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3175224.250000 Penalty: 5061.624023
	Iteration 101Q: 3 clusters Score -3175224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3175222.250000 Penalty: 5061.624023
	Iteration 102Q: 3 clusters Score -3175222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3175231.750000 Penalty: 5061.624023
	Iteration 103Q: 3 clusters Score -3175232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3175233.000000 Penalty: 5061.624023
	Iteration 104Q: 3 clusters Score -3175233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3175236.000000 Penalty: 5061.624023
	Iteration 105Q: 3 clusters Score -3175236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3175233.750000 Penalty: 5061.624023
	Iteration 106Q: 3 clusters Score -3175234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3175227.750000 Penalty: 5061.624023
	Iteration 107Q: 3 clusters Score -3175228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3175231.500000 Penalty: 5061.624023
	Iteration 108Q: 3 clusters Score -3175232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3175226.500000 Penalty: 5061.624023
	Iteration 109Q: 3 clusters Score -3175226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3175227.000000 Penalty: 5061.624023
	Iteration 110Q: 3 clusters Score -3175227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3175234.750000 Penalty: 5061.624023
	Iteration 111Q: 3 clusters Score -3175235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3175229.750000 Penalty: 5061.624023
	Iteration 112Q: 3 clusters Score -3175230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3175237.250000 Penalty: 5061.624023
	Iteration 113Q: 3 clusters Score -3175237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3175240.750000 Penalty: 5061.624023
	Iteration 114Q: 3 clusters Score -3175241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3175244.500000 Penalty: 5061.624023
	Iteration 115Q: 3 clusters Score -3175244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3175245.750000 Penalty: 5061.624023
	Iteration 116Q: 3 clusters Score -3175246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3175244.000000 Penalty: 5061.624023
	Iteration 117Q: 3 clusters Score -3175244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3175243.000000 Penalty: 5061.624023
	Iteration 118Q: 3 clusters Score -3175243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3175244.500000 Penalty: 5061.624023
	Iteration 119Q: 3 clusters Score -3175244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3175249.250000 Penalty: 5061.624023
	Iteration 120F: 3 clusters Score -3175249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3175246.500000 Penalty: 5061.624023
	Iteration 121Q: 3 clusters Score -3175246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3175246.000000 Penalty: 5061.624023
	Iteration 122Q: 3 clusters Score -3175246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3175248.750000 Penalty: 5061.624023
	Iteration 123Q: 3 clusters Score -3175249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3175247.250000 Penalty: 5061.624023
	Iteration 124Q: 3 clusters Score -3175247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3175242.000000 Penalty: 5061.624023
	Iteration 125Q: 3 clusters Score -3175242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3175245.500000 Penalty: 5061.624023
	Iteration 126Q: 3 clusters Score -3175246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3175242.750000 Penalty: 5061.624023
	Iteration 127Q: 3 clusters Score -3175243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3175245.750000 Penalty: 5061.624023
	Iteration 128Q: 3 clusters Score -3175246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3175245.000000 Penalty: 5061.624023
	Iteration 129Q: 3 clusters Score -3175245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3175243.500000 Penalty: 5061.624023
	Iteration 130Q: 3 clusters Score -3175244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3175239.000000 Penalty: 5061.624023
	Iteration 131Q: 3 clusters Score -3175239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3175239.000000 Penalty: 5061.624023
	Iteration 132F: 3 clusters Score -3175239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -592049.312500 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -592049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -587521.875000 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -587521.9 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -588697.875000 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -588697.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -588993.125000 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -588993.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -589233.562500 Penalty: 4227.396484
	Iteration 3F: 3 clusters Score -589233.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -589427.375000 Penalty: 4227.396484
	Iteration 4Q: 3 clusters Score -589427.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -589629.062500 Penalty: 4227.396484
	Iteration 5Q: 3 clusters Score -589629.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -589797.437500 Penalty: 4227.396484
	Iteration 6Q: 3 clusters Score -589797.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -589954.375000 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -589954.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -590074.125000 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -590074.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -590168.375000 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -590168.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -590235.000000 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -590235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -590286.562500 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -590286.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -590329.062500 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -590329.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -590373.000000 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -590373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -590411.750000 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -590411.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -590442.125000 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -590442.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -590462.312500 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -590462.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -590476.375000 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -590476.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -590490.812500 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -590490.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -590495.375000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -590495.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -590501.062500 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -590501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -590503.312500 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -590503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -590506.500000 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -590506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -590508.437500 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -590508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -590508.812500 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -590508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -590509.125000 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -590509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -590509.000000 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -590509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -590509.000000 Penalty: 4227.396484
	Iteration 27F: 3 clusters Score -590509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Entering Unmasked Estep 
Score: -632146.562500 Penalty: 2122.705078
	Iteration 0F: 2 clusters Score -632146.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -627547.250000 Penalty: 4245.410156
	Iteration 0F: 3 clusters Score -627547.2 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -628660.375000 Penalty: 4245.410156
	Iteration 1F: 3 clusters Score -628660.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -628849.687500 Penalty: 4245.410156
	Iteration 2F: 3 clusters Score -628849.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -628999.250000 Penalty: 4245.410156
	Iteration 3F: 3 clusters Score -628999.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -629128.125000 Penalty: 4245.410156
	Iteration 4Q: 3 clusters Score -629128.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -629225.750000 Penalty: 4245.410156
	Iteration 5Q: 3 clusters Score -629225.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -629320.937500 Penalty: 4245.410156
	Iteration 6Q: 3 clusters Score -629320.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -629419.375000 Penalty: 4245.410156
	Iteration 7Q: 3 clusters Score -629419.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -629516.750000 Penalty: 4245.410156
	Iteration 8Q: 3 clusters Score -629516.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -629591.125000 Penalty: 4245.410156
	Iteration 9Q: 3 clusters Score -629591.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -629677.125000 Penalty: 4245.410156
	Iteration 10Q: 3 clusters Score -629677.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -629779.500000 Penalty: 4245.410156
	Iteration 11Q: 3 clusters Score -629779.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -629882.750000 Penalty: 4245.410156
	Iteration 12Q: 3 clusters Score -629882.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -629977.250000 Penalty: 4245.410156
	Iteration 13Q: 3 clusters Score -629977.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -630039.687500 Penalty: 4245.410156
	Iteration 14Q: 3 clusters Score -630039.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -630089.000000 Penalty: 4245.410156
	Iteration 15Q: 3 clusters Score -630089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -630127.375000 Penalty: 4245.410156
	Iteration 16Q: 3 clusters Score -630127.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -630164.250000 Penalty: 4245.410156
	Iteration 17Q: 3 clusters Score -630164.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -630193.000000 Penalty: 4245.410156
	Iteration 18Q: 3 clusters Score -630193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -630219.625000 Penalty: 4245.410156
	Iteration 19Q: 3 clusters Score -630219.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -630240.187500 Penalty: 4245.410156
	Iteration 20F: 3 clusters Score -630240.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -630259.000000 Penalty: 4245.410156
	Iteration 21Q: 3 clusters Score -630259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -630274.625000 Penalty: 4245.410156
	Iteration 22Q: 3 clusters Score -630274.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -630286.375000 Penalty: 4245.410156
	Iteration 23Q: 3 clusters Score -630286.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -630299.375000 Penalty: 4245.410156
	Iteration 24Q: 3 clusters Score -630299.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -630310.187500 Penalty: 4245.410156
	Iteration 25Q: 3 clusters Score -630310.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -630318.187500 Penalty: 4245.410156
	Iteration 26Q: 3 clusters Score -630318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -630327.875000 Penalty: 4245.410156
	Iteration 27Q: 3 clusters Score -630327.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -630334.125000 Penalty: 4245.410156
	Iteration 28Q: 3 clusters Score -630334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -630342.125000 Penalty: 4245.410156
	Iteration 29Q: 3 clusters Score -630342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -630351.562500 Penalty: 4245.410156
	Iteration 30Q: 3 clusters Score -630351.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -630360.187500 Penalty: 4245.410156
	Iteration 31Q: 3 clusters Score -630360.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -630374.375000 Penalty: 4245.410156
	Iteration 32Q: 3 clusters Score -630374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -630381.250000 Penalty: 4245.410156
	Iteration 33Q: 3 clusters Score -630381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -630389.062500 Penalty: 4245.410156
	Iteration 34Q: 3 clusters Score -630389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -630393.750000 Penalty: 4245.410156
	Iteration 35Q: 3 clusters Score -630393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -630397.687500 Penalty: 4245.410156
	Iteration 36Q: 3 clusters Score -630397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -630399.937500 Penalty: 4245.410156
	Iteration 37Q: 3 clusters Score -630399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -630405.562500 Penalty: 4245.410156
	Iteration 38Q: 3 clusters Score -630405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -630408.000000 Penalty: 4245.410156
	Iteration 39Q: 3 clusters Score -630408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -630407.687500 Penalty: 4245.410156
	Iteration 40F: 3 clusters Score -630407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -630409.750000 Penalty: 4245.410156
	Iteration 41Q: 3 clusters Score -630409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -630411.875000 Penalty: 4245.410156
	Iteration 42Q: 3 clusters Score -630411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -630413.125000 Penalty: 4245.410156
	Iteration 43Q: 3 clusters Score -630413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -630414.187500 Penalty: 4245.410156
	Iteration 44Q: 3 clusters Score -630414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -630415.937500 Penalty: 4245.410156
	Iteration 45Q: 3 clusters Score -630415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -630416.812500 Penalty: 4245.410156
	Iteration 46Q: 3 clusters Score -630416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -630416.625000 Penalty: 4245.410156
	Iteration 47Q: 3 clusters Score -630416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -630417.250000 Penalty: 4245.410156
	Iteration 48Q: 3 clusters Score -630417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -630417.250000 Penalty: 4245.410156
	Iteration 49F: 3 clusters Score -630417.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -769842.000000 Penalty: 2189.284912
	Iteration 0F: 2 clusters Score -769842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -764148.937500 Penalty: 4378.569824
	Iteration 0F: 3 clusters Score -764148.9 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -765742.187500 Penalty: 4378.569824
	Iteration 1F: 3 clusters Score -765742.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -766049.875000 Penalty: 4378.569824
	Iteration 2F: 3 clusters Score -766049.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -766339.750000 Penalty: 4378.569824
	Iteration 3F: 3 clusters Score -766339.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -766601.500000 Penalty: 4378.569824
	Iteration 4F: 3 clusters Score -766601.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -766877.000000 Penalty: 4378.569824
	Iteration 5Q: 3 clusters Score -766877 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -767166.562500 Penalty: 4378.569824
	Iteration 6F: 3 clusters Score -767166.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -767452.875000 Penalty: 4378.569824
	Iteration 7Q: 3 clusters Score -767452.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -767681.437500 Penalty: 4378.569824
	Iteration 8Q: 3 clusters Score -767681.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -767872.875000 Penalty: 4378.569824
	Iteration 9Q: 3 clusters Score -767872.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -768068.875000 Penalty: 4378.569824
	Iteration 10Q: 3 clusters Score -768068.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -768201.000000 Penalty: 4378.569824
	Iteration 11Q: 3 clusters Score -768201 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -768302.625000 Penalty: 4378.569824
	Iteration 12Q: 3 clusters Score -768302.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -768397.312500 Penalty: 4378.569824
	Iteration 13Q: 3 clusters Score -768397.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -768478.625000 Penalty: 4378.569824
	Iteration 14Q: 3 clusters Score -768478.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -768545.625000 Penalty: 4378.569824
	Iteration 15Q: 3 clusters Score -768545.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -768593.750000 Penalty: 4378.569824
	Iteration 16Q: 3 clusters Score -768593.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -768624.687500 Penalty: 4378.569824
	Iteration 17Q: 3 clusters Score -768624.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -768651.312500 Penalty: 4378.569824
	Iteration 18Q: 3 clusters Score -768651.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -768671.875000 Penalty: 4378.569824
	Iteration 19Q: 3 clusters Score -768671.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -768692.500000 Penalty: 4378.569824
	Iteration 20F: 3 clusters Score -768692.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -768708.000000 Penalty: 4378.569824
	Iteration 21Q: 3 clusters Score -768708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -768716.312500 Penalty: 4378.569824
	Iteration 22Q: 3 clusters Score -768716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -768727.125000 Penalty: 4378.569824
	Iteration 23Q: 3 clusters Score -768727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -768738.937500 Penalty: 4378.569824
	Iteration 24Q: 3 clusters Score -768738.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -768744.125000 Penalty: 4378.569824
	Iteration 25Q: 3 clusters Score -768744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -768745.937500 Penalty: 4378.569824
	Iteration 26Q: 3 clusters Score -768745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -768747.562500 Penalty: 4378.569824
	Iteration 27Q: 3 clusters Score -768747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -768750.437500 Penalty: 4378.569824
	Iteration 28Q: 3 clusters Score -768750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -768752.062500 Penalty: 4378.569824
	Iteration 29Q: 3 clusters Score -768752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -768753.062500 Penalty: 4378.569824
	Iteration 30Q: 3 clusters Score -768753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -768754.312500 Penalty: 4378.569824
	Iteration 31Q: 3 clusters Score -768754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -768759.000000 Penalty: 4378.569824
	Iteration 32Q: 3 clusters Score -768759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -768763.375000 Penalty: 4378.569824
	Iteration 33Q: 3 clusters Score -768763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -768765.437500 Penalty: 4378.569824
	Iteration 34Q: 3 clusters Score -768765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -768769.500000 Penalty: 4378.569824
	Iteration 35Q: 3 clusters Score -768769.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -768773.312500 Penalty: 4378.569824
	Iteration 36Q: 3 clusters Score -768773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -768777.125000 Penalty: 4378.569824
	Iteration 37Q: 3 clusters Score -768777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -768784.375000 Penalty: 4378.569824
	Iteration 38Q: 3 clusters Score -768784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -768792.000000 Penalty: 4378.569824
	Iteration 39Q: 3 clusters Score -768792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -768799.625000 Penalty: 4378.569824
	Iteration 40F: 3 clusters Score -768799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -768803.500000 Penalty: 4378.569824
	Iteration 41Q: 3 clusters Score -768803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -768807.875000 Penalty: 4378.569824
	Iteration 42Q: 3 clusters Score -768807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -768817.437500 Penalty: 4378.569824
	Iteration 43Q: 3 clusters Score -768817.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -768820.375000 Penalty: 4378.569824
	Iteration 44Q: 3 clusters Score -768820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -768825.250000 Penalty: 4378.569824
	Iteration 45Q: 3 clusters Score -768825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -768834.500000 Penalty: 4378.569824
	Iteration 46Q: 3 clusters Score -768834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -768838.875000 Penalty: 4378.569824
	Iteration 47Q: 3 clusters Score -768838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -768839.062500 Penalty: 4378.569824
	Iteration 48Q: 3 clusters Score -768839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -768843.000000 Penalty: 4378.569824
	Iteration 49Q: 3 clusters Score -768843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -768845.562500 Penalty: 4378.569824
	Iteration 50Q: 3 clusters Score -768845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -768848.125000 Penalty: 4378.569824
	Iteration 51Q: 3 clusters Score -768848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -768850.000000 Penalty: 4378.569824
	Iteration 52Q: 3 clusters Score -768850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -768851.375000 Penalty: 4378.569824
	Iteration 53Q: 3 clusters Score -768851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -768855.000000 Penalty: 4378.569824
	Iteration 54Q: 3 clusters Score -768855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -768857.375000 Penalty: 4378.569824
	Iteration 55Q: 3 clusters Score -768857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -768858.187500 Penalty: 4378.569824
	Iteration 56Q: 3 clusters Score -768858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -768857.875000 Penalty: 4378.569824
	Iteration 57Q: 3 clusters Score -768857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -768857.875000 Penalty: 4378.569824
	Iteration 58F: 3 clusters Score -768857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Entering Unmasked Estep 
Score: -5369452.500000 Penalty: 2659.457520
	Iteration 0F: 2 clusters Score -5369452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -5338823.000000 Penalty: 5318.915039
	Iteration 0F: 3 clusters Score -5338823 nChanged 20952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5350420.000000 Penalty: 5318.915039
	Iteration 1F: 3 clusters Score -5350420 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5351068.000000 Penalty: 5318.915039
	Iteration 2Q: 3 clusters Score -5351068 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -5351820.000000 Penalty: 5318.915039
	Iteration 3Q: 3 clusters Score -5351820 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -5352909.500000 Penalty: 5318.915039
	Iteration 4F: 3 clusters Score -5352910 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -5354643.500000 Penalty: 5318.915039
	Iteration 5F: 3 clusters Score -5354644 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -5357061.000000 Penalty: 5318.915039
	Iteration 6F: 3 clusters Score -5357061 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -5359950.500000 Penalty: 5318.915039
	Iteration 7F: 3 clusters Score -5359950 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -5362574.000000 Penalty: 5318.915039
	Iteration 8F: 3 clusters Score -5362574 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5364523.500000 Penalty: 5318.915039
	Iteration 9Q: 3 clusters Score -5364524 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -5365975.000000 Penalty: 5318.915039
	Iteration 10Q: 3 clusters Score -5365975 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5367005.500000 Penalty: 5318.915039
	Iteration 11Q: 3 clusters Score -5367006 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5367613.500000 Penalty: 5318.915039
	Iteration 12Q: 3 clusters Score -5367614 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5367888.000000 Penalty: 5318.915039
	Iteration 13Q: 3 clusters Score -5367888 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5368053.000000 Penalty: 5318.915039
	Iteration 14Q: 3 clusters Score -5368053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5368167.000000 Penalty: 5318.915039
	Iteration 15Q: 3 clusters Score -5368167 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5368200.000000 Penalty: 5318.915039
	Iteration 16Q: 3 clusters Score -5368200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5368233.500000 Penalty: 5318.915039
	Iteration 17Q: 3 clusters Score -5368234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5368243.500000 Penalty: 5318.915039
	Iteration 18Q: 3 clusters Score -5368244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5368285.000000 Penalty: 5318.915039
	Iteration 19Q: 3 clusters Score -5368285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5368276.000000 Penalty: 5318.915039
	Iteration 20F: 3 clusters Score -5368276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -5368298.000000 Penalty: 5318.915039
	Iteration 21Q: 3 clusters Score -5368298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5368319.500000 Penalty: 5318.915039
	Iteration 22Q: 3 clusters Score -5368320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5368337.500000 Penalty: 5318.915039
	Iteration 23Q: 3 clusters Score -5368338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -5368333.500000 Penalty: 5318.915039
	Iteration 24Q: 3 clusters Score -5368334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5368338.500000 Penalty: 5318.915039
	Iteration 25Q: 3 clusters Score -5368338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5368337.000000 Penalty: 5318.915039
	Iteration 26Q: 3 clusters Score -5368337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -5368341.000000 Penalty: 5318.915039
	Iteration 27Q: 3 clusters Score -5368341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5368343.000000 Penalty: 5318.915039
	Iteration 28Q: 3 clusters Score -5368343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5368340.500000 Penalty: 5318.915039
	Iteration 29Q: 3 clusters Score -5368340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5368343.000000 Penalty: 5318.915039
	Iteration 30Q: 3 clusters Score -5368343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -5368341.500000 Penalty: 5318.915039
	Iteration 31Q: 3 clusters Score -5368342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5368347.000000 Penalty: 5318.915039
	Iteration 32Q: 3 clusters Score -5368347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5368349.000000 Penalty: 5318.915039
	Iteration 33Q: 3 clusters Score -5368349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5368349.000000 Penalty: 5318.915039
	Iteration 34F: 3 clusters Score -5368349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Entering Unmasked Estep 
Score: -16456488.000000 Penalty: 2929.434814
	Iteration 0F: 2 clusters Score -1.645649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -16366211.000000 Penalty: 5858.869629
	Iteration 0F: 3 clusters Score -1.636621e+07 nChanged 64359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -16403627.000000 Penalty: 5858.869629
	Iteration 1F: 3 clusters Score -1.640363e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -16404546.000000 Penalty: 5858.869629
	Iteration 2Q: 3 clusters Score -1.640455e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -16405924.000000 Penalty: 5858.869629
	Iteration 3Q: 3 clusters Score -1.640592e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -16407738.000000 Penalty: 5858.869629
	Iteration 4Q: 3 clusters Score -1.640774e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -16410716.000000 Penalty: 5858.869629
	Iteration 5Q: 3 clusters Score -1.641072e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -16415124.000000 Penalty: 5858.869629
	Iteration 6F: 3 clusters Score -1.641512e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -16421282.000000 Penalty: 5858.869629
	Iteration 7F: 3 clusters Score -1.642128e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -16428602.000000 Penalty: 5858.869629
	Iteration 8F: 3 clusters Score -1.64286e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112226 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -16435875.000000 Penalty: 5858.869629
	Iteration 9F: 3 clusters Score -1.643588e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -16442143.000000 Penalty: 5858.869629
	Iteration 10F: 3 clusters Score -1.644214e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125488 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -16446819.000000 Penalty: 5858.869629
	Iteration 11Q: 3 clusters Score -1.644682e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -16449960.000000 Penalty: 5858.869629
	Iteration 12Q: 3 clusters Score -1.644996e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -16451859.000000 Penalty: 5858.869629
	Iteration 13Q: 3 clusters Score -1.645186e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133021 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -16452829.000000 Penalty: 5858.869629
	Iteration 14Q: 3 clusters Score -1.645283e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133620 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16453352.000000 Penalty: 5858.869629
	Iteration 15Q: 3 clusters Score -1.645335e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133938 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -16453677.000000 Penalty: 5858.869629
	Iteration 16Q: 3 clusters Score -1.645368e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134090 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16453798.000000 Penalty: 5858.869629
	Iteration 17Q: 3 clusters Score -1.64538e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16453889.000000 Penalty: 5858.869629
	Iteration 18Q: 3 clusters Score -1.645389e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134214 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -16453935.000000 Penalty: 5858.869629
	Iteration 19Q: 3 clusters Score -1.645394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16453945.000000 Penalty: 5858.869629
	Iteration 20F: 3 clusters Score -1.645394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16453992.000000 Penalty: 5858.869629
	Iteration 21Q: 3 clusters Score -1.645399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134288 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16454016.000000 Penalty: 5858.869629
	Iteration 22Q: 3 clusters Score -1.645402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134305 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16454033.000000 Penalty: 5858.869629
	Iteration 23Q: 3 clusters Score -1.645403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134318 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16454025.000000 Penalty: 5858.869629
	Iteration 24Q: 3 clusters Score -1.645402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -16454044.000000 Penalty: 5858.869629
	Iteration 25Q: 3 clusters Score -1.645404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -16454070.000000 Penalty: 5858.869629
	Iteration 26Q: 3 clusters Score -1.645407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16454077.000000 Penalty: 5858.869629
	Iteration 27Q: 3 clusters Score -1.645408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16454086.000000 Penalty: 5858.869629
	Iteration 28Q: 3 clusters Score -1.645409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134330 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16454070.000000 Penalty: 5858.869629
	Iteration 29Q: 3 clusters Score -1.645407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16454093.000000 Penalty: 5858.869629
	Iteration 30Q: 3 clusters Score -1.645409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16454090.000000 Penalty: 5858.869629
	Iteration 31Q: 3 clusters Score -1.645409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16454087.000000 Penalty: 5858.869629
	Iteration 32Q: 3 clusters Score -1.645409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134332 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -16454082.000000 Penalty: 5858.869629
	Iteration 33Q: 3 clusters Score -1.645408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16454086.000000 Penalty: 5858.869629
	Iteration 34Q: 3 clusters Score -1.645409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16454093.000000 Penalty: 5858.869629
	Iteration 35Q: 3 clusters Score -1.645409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134337 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16454087.000000 Penalty: 5858.869629
	Iteration 36Q: 3 clusters Score -1.645409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134336 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -16454087.000000 Penalty: 5858.869629
	Iteration 37Q: 3 clusters Score -1.645409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134336 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -16454087.000000 Penalty: 5858.869629
	Iteration 38F: 3 clusters Score -1.645409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Entering Unmasked Estep 
Score: -2447004.250000 Penalty: 2454.535156
	Iteration 0F: 2 clusters Score -2447004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2433108.000000 Penalty: 4909.070312
	Iteration 0F: 3 clusters Score -2433108 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2437692.750000 Penalty: 4909.070312
	Iteration 1F: 3 clusters Score -2437693 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2438063.500000 Penalty: 4909.070312
	Iteration 2F: 3 clusters Score -2438064 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2438422.500000 Penalty: 4909.070312
	Iteration 3Q: 3 clusters Score -2438422 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2438814.250000 Penalty: 4909.070312
	Iteration 4Q: 3 clusters Score -2438814 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2439236.250000 Penalty: 4909.070312
	Iteration 5Q: 3 clusters Score -2439236 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2439842.500000 Penalty: 4909.070312
	Iteration 6Q: 3 clusters Score -2439842 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2440540.000000 Penalty: 4909.070312
	Iteration 7Q: 3 clusters Score -2440540 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2441311.750000 Penalty: 4909.070312
	Iteration 8Q: 3 clusters Score -2441312 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2442065.500000 Penalty: 4909.070312
	Iteration 9Q: 3 clusters Score -2442066 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2442709.750000 Penalty: 4909.070312
	Iteration 10Q: 3 clusters Score -2442710 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2443248.750000 Penalty: 4909.070312
	Iteration 11Q: 3 clusters Score -2443249 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2443702.250000 Penalty: 4909.070312
	Iteration 12Q: 3 clusters Score -2443702 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2444019.750000 Penalty: 4909.070312
	Iteration 13Q: 3 clusters Score -2444020 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2444253.250000 Penalty: 4909.070312
	Iteration 14Q: 3 clusters Score -2444253 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2444405.000000 Penalty: 4909.070312
	Iteration 15Q: 3 clusters Score -2444405 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2444530.500000 Penalty: 4909.070312
	Iteration 16Q: 3 clusters Score -2444530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2444620.000000 Penalty: 4909.070312
	Iteration 17Q: 3 clusters Score -2444620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2444714.750000 Penalty: 4909.070312
	Iteration 18Q: 3 clusters Score -2444715 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2444778.500000 Penalty: 4909.070312
	Iteration 19Q: 3 clusters Score -2444778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2444832.250000 Penalty: 4909.070312
	Iteration 20F: 3 clusters Score -2444832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2444876.750000 Penalty: 4909.070312
	Iteration 21Q: 3 clusters Score -2444877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2444913.000000 Penalty: 4909.070312
	Iteration 22Q: 3 clusters Score -2444913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2444942.000000 Penalty: 4909.070312
	Iteration 23Q: 3 clusters Score -2444942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2444968.250000 Penalty: 4909.070312
	Iteration 24Q: 3 clusters Score -2444968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2444980.000000 Penalty: 4909.070312
	Iteration 25Q: 3 clusters Score -2444980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2444986.250000 Penalty: 4909.070312
	Iteration 26Q: 3 clusters Score -2444986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2444995.000000 Penalty: 4909.070312
	Iteration 27Q: 3 clusters Score -2444995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2445007.500000 Penalty: 4909.070312
	Iteration 28Q: 3 clusters Score -2445008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2445010.750000 Penalty: 4909.070312
	Iteration 29Q: 3 clusters Score -2445011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2445015.750000 Penalty: 4909.070312
	Iteration 30Q: 3 clusters Score -2445016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2445019.250000 Penalty: 4909.070312
	Iteration 31Q: 3 clusters Score -2445019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2445020.250000 Penalty: 4909.070312
	Iteration 32Q: 3 clusters Score -2445020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2445022.500000 Penalty: 4909.070312
	Iteration 33Q: 3 clusters Score -2445022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2445026.000000 Penalty: 4909.070312
	Iteration 34Q: 3 clusters Score -2445026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2445026.750000 Penalty: 4909.070312
	Iteration 35Q: 3 clusters Score -2445027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2445029.250000 Penalty: 4909.070312
	Iteration 36Q: 3 clusters Score -2445029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2445031.000000 Penalty: 4909.070312
	Iteration 37Q: 3 clusters Score -2445031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2445032.250000 Penalty: 4909.070312
	Iteration 38Q: 3 clusters Score -2445032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2445035.500000 Penalty: 4909.070312
	Iteration 39Q: 3 clusters Score -2445036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2445034.750000 Penalty: 4909.070312
	Iteration 40F: 3 clusters Score -2445035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2445036.250000 Penalty: 4909.070312
	Iteration 41Q: 3 clusters Score -2445036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2445036.750000 Penalty: 4909.070312
	Iteration 42Q: 3 clusters Score -2445037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2445036.750000 Penalty: 4909.070312
	Iteration 43F: 3 clusters Score -2445037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Entering Unmasked Estep 
Score: -3532424.000000 Penalty: 2549.560059
	Iteration 0F: 2 clusters Score -3532424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3512542.500000 Penalty: 5099.120117
	Iteration 0F: 3 clusters Score -3512542 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3519464.750000 Penalty: 5099.120117
	Iteration 1F: 3 clusters Score -3519465 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3519920.750000 Penalty: 5099.120117
	Iteration 2Q: 3 clusters Score -3519921 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3520282.250000 Penalty: 5099.120117
	Iteration 3Q: 3 clusters Score -3520282 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3520618.500000 Penalty: 5099.120117
	Iteration 4Q: 3 clusters Score -3520618 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3520963.000000 Penalty: 5099.120117
	Iteration 5Q: 3 clusters Score -3520963 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3521412.000000 Penalty: 5099.120117
	Iteration 6Q: 3 clusters Score -3521412 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3521967.000000 Penalty: 5099.120117
	Iteration 7Q: 3 clusters Score -3521967 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3522755.750000 Penalty: 5099.120117
	Iteration 8Q: 3 clusters Score -3522756 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3523922.750000 Penalty: 5099.120117
	Iteration 9F: 3 clusters Score -3523923 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3525351.500000 Penalty: 5099.120117
	Iteration 10F: 3 clusters Score -3525352 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3526820.250000 Penalty: 5099.120117
	Iteration 11F: 3 clusters Score -3526820 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3528164.250000 Penalty: 5099.120117
	Iteration 12F: 3 clusters Score -3528164 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3529097.000000 Penalty: 5099.120117
	Iteration 13Q: 3 clusters Score -3529097 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3529620.500000 Penalty: 5099.120117
	Iteration 14Q: 3 clusters Score -3529620 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3529859.500000 Penalty: 5099.120117
	Iteration 15Q: 3 clusters Score -3529860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3529988.500000 Penalty: 5099.120117
	Iteration 16Q: 3 clusters Score -3529988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3530067.000000 Penalty: 5099.120117
	Iteration 17Q: 3 clusters Score -3530067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3530123.750000 Penalty: 5099.120117
	Iteration 18Q: 3 clusters Score -3530124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3530170.500000 Penalty: 5099.120117
	Iteration 19Q: 3 clusters Score -3530170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3530198.250000 Penalty: 5099.120117
	Iteration 20F: 3 clusters Score -3530198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3530215.250000 Penalty: 5099.120117
	Iteration 21Q: 3 clusters Score -3530215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3530220.000000 Penalty: 5099.120117
	Iteration 22Q: 3 clusters Score -3530220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3530224.250000 Penalty: 5099.120117
	Iteration 23Q: 3 clusters Score -3530224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3530229.000000 Penalty: 5099.120117
	Iteration 24Q: 3 clusters Score -3530229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3530235.500000 Penalty: 5099.120117
	Iteration 25Q: 3 clusters Score -3530236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3530235.500000 Penalty: 5099.120117
	Iteration 26Q: 3 clusters Score -3530236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3530235.250000 Penalty: 5099.120117
	Iteration 27Q: 3 clusters Score -3530235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3530239.000000 Penalty: 5099.120117
	Iteration 28Q: 3 clusters Score -3530239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3530240.750000 Penalty: 5099.120117
	Iteration 29Q: 3 clusters Score -3530241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3530246.250000 Penalty: 5099.120117
	Iteration 30Q: 3 clusters Score -3530246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3530246.250000 Penalty: 5099.120117
	Iteration 31Q: 3 clusters Score -3530246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3530249.500000 Penalty: 5099.120117
	Iteration 32Q: 3 clusters Score -3530250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3530249.500000 Penalty: 5099.120117
	Iteration 33F: 3 clusters Score -3530250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -993436.875000 Penalty: 2249.855469
	Iteration 0F: 2 clusters Score -993436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -986583.437500 Penalty: 4499.710938
	Iteration 0F: 3 clusters Score -986583.4 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -988501.562500 Penalty: 4499.710938
	Iteration 1F: 3 clusters Score -988501.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -988796.812500 Penalty: 4499.710938
	Iteration 2F: 3 clusters Score -988796.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -989006.437500 Penalty: 4499.710938
	Iteration 3F: 3 clusters Score -989006.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -989174.687500 Penalty: 4499.710938
	Iteration 4Q: 3 clusters Score -989174.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -989331.812500 Penalty: 4499.710938
	Iteration 5Q: 3 clusters Score -989331.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -989480.750000 Penalty: 4499.710938
	Iteration 6Q: 3 clusters Score -989480.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -989618.875000 Penalty: 4499.710938
	Iteration 7Q: 3 clusters Score -989618.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -989757.187500 Penalty: 4499.710938
	Iteration 8Q: 3 clusters Score -989757.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -989886.937500 Penalty: 4499.710938
	Iteration 9Q: 3 clusters Score -989886.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -990001.875000 Penalty: 4499.710938
	Iteration 10Q: 3 clusters Score -990001.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -990116.875000 Penalty: 4499.710938
	Iteration 11Q: 3 clusters Score -990116.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -990236.375000 Penalty: 4499.710938
	Iteration 12Q: 3 clusters Score -990236.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -990360.375000 Penalty: 4499.710938
	Iteration 13Q: 3 clusters Score -990360.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -990482.687500 Penalty: 4499.710938
	Iteration 14Q: 3 clusters Score -990482.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -990625.687500 Penalty: 4499.710938
	Iteration 15Q: 3 clusters Score -990625.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -990757.625000 Penalty: 4499.710938
	Iteration 16Q: 3 clusters Score -990757.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -990888.562500 Penalty: 4499.710938
	Iteration 17Q: 3 clusters Score -990888.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -991047.625000 Penalty: 4499.710938
	Iteration 18Q: 3 clusters Score -991047.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -991234.750000 Penalty: 4499.710938
	Iteration 19Q: 3 clusters Score -991234.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -991414.875000 Penalty: 4499.710938
	Iteration 20F: 3 clusters Score -991414.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -991564.875000 Penalty: 4499.710938
	Iteration 21Q: 3 clusters Score -991564.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -991683.562500 Penalty: 4499.710938
	Iteration 22Q: 3 clusters Score -991683.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -991784.125000 Penalty: 4499.710938
	Iteration 23Q: 3 clusters Score -991784.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -991877.812500 Penalty: 4499.710938
	Iteration 24Q: 3 clusters Score -991877.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -991944.500000 Penalty: 4499.710938
	Iteration 25Q: 3 clusters Score -991944.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -991988.500000 Penalty: 4499.710938
	Iteration 26Q: 3 clusters Score -991988.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -992023.562500 Penalty: 4499.710938
	Iteration 27Q: 3 clusters Score -992023.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -992066.750000 Penalty: 4499.710938
	Iteration 28Q: 3 clusters Score -992066.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -992140.562500 Penalty: 4499.710938
	Iteration 29Q: 3 clusters Score -992140.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -992225.687500 Penalty: 4499.710938
	Iteration 30Q: 3 clusters Score -992225.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -992321.187500 Penalty: 4499.710938
	Iteration 31Q: 3 clusters Score -992321.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -992422.875000 Penalty: 4499.710938
	Iteration 32Q: 3 clusters Score -992422.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -992517.750000 Penalty: 4499.710938
	Iteration 33Q: 3 clusters Score -992517.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -992586.562500 Penalty: 4499.710938
	Iteration 34Q: 3 clusters Score -992586.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -992634.375000 Penalty: 4499.710938
	Iteration 35Q: 3 clusters Score -992634.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -992664.437500 Penalty: 4499.710938
	Iteration 36Q: 3 clusters Score -992664.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -992682.937500 Penalty: 4499.710938
	Iteration 37Q: 3 clusters Score -992682.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -992693.312500 Penalty: 4499.710938
	Iteration 38Q: 3 clusters Score -992693.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -992699.187500 Penalty: 4499.710938
	Iteration 39Q: 3 clusters Score -992699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -992701.937500 Penalty: 4499.710938
	Iteration 40F: 3 clusters Score -992701.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -992702.562500 Penalty: 4499.710938
	Iteration 41Q: 3 clusters Score -992702.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -992709.187500 Penalty: 4499.710938
	Iteration 42Q: 3 clusters Score -992709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -992707.125000 Penalty: 4499.710938
	Iteration 43Q: 3 clusters Score -992707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -992706.000000 Penalty: 4499.710938
	Iteration 44Q: 3 clusters Score -992706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -992708.812500 Penalty: 4499.710938
	Iteration 45Q: 3 clusters Score -992708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -992710.812500 Penalty: 4499.710938
	Iteration 46Q: 3 clusters Score -992710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -992710.187500 Penalty: 4499.710938
	Iteration 47Q: 3 clusters Score -992710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -992710.187500 Penalty: 4499.710938
	Iteration 48F: 3 clusters Score -992710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -323729.500000 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -323729.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -320599.531250 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -320599.5 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321246.781250 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -321246.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321433.500000 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -321433.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -321575.406250 Penalty: 3940.116211
	Iteration 3F: 3 clusters Score -321575.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321687.718750 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -321687.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -321790.500000 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -321790.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -321888.562500 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -321888.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -321987.312500 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -321987.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -322116.718750 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -322116.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -322278.031250 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -322278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322477.343750 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -322477.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -322602.031250 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -322602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -322688.656250 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -322688.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -322761.281250 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -322761.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -322803.343750 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -322803.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -322842.125000 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -322842.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -322880.156250 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -322880.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -322906.687500 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -322906.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -322922.031250 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -322922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -322939.375000 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -322939.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -322956.000000 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -322956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -322969.718750 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -322969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -322982.187500 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -322982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -322989.375000 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -322989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322992.625000 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -322992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -322994.625000 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -322994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -322996.968750 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -322997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -322999.031250 Penalty: 3940.116211
	Iteration 27Q: 3 clusters Score -322999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -323000.625000 Penalty: 3940.116211
	Iteration 28Q: 3 clusters Score -323000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -323003.156250 Penalty: 3940.116211
	Iteration 29Q: 3 clusters Score -323003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -323004.187500 Penalty: 3940.116211
	Iteration 30Q: 3 clusters Score -323004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -323007.406250 Penalty: 3940.116211
	Iteration 31Q: 3 clusters Score -323007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -323008.843750 Penalty: 3940.116211
	Iteration 32Q: 3 clusters Score -323008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -323013.031250 Penalty: 3940.116211
	Iteration 33Q: 3 clusters Score -323013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -323016.937500 Penalty: 3940.116211
	Iteration 34Q: 3 clusters Score -323016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -323022.593750 Penalty: 3940.116211
	Iteration 35Q: 3 clusters Score -323022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -323026.375000 Penalty: 3940.116211
	Iteration 36Q: 3 clusters Score -323026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -323029.843750 Penalty: 3940.116211
	Iteration 37Q: 3 clusters Score -323029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -323030.406250 Penalty: 3940.116211
	Iteration 38Q: 3 clusters Score -323030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -323031.312500 Penalty: 3940.116211
	Iteration 39Q: 3 clusters Score -323031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -323031.500000 Penalty: 3940.116211
	Iteration 40F: 3 clusters Score -323031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -323031.968750 Penalty: 3940.116211
	Iteration 41Q: 3 clusters Score -323032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -323031.968750 Penalty: 3940.116211
	Iteration 42F: 3 clusters Score -323032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Entering Unmasked Estep 
Score: -3676301.500000 Penalty: 2556.239746
	Iteration 0F: 2 clusters Score -3676302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3655849.500000 Penalty: 5112.479492
	Iteration 0F: 3 clusters Score -3655850 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3663142.000000 Penalty: 5112.479492
	Iteration 1F: 3 clusters Score -3663142 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3663596.000000 Penalty: 5112.479492
	Iteration 2Q: 3 clusters Score -3663596 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3664014.500000 Penalty: 5112.479492
	Iteration 3Q: 3 clusters Score -3664014 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3664441.000000 Penalty: 5112.479492
	Iteration 4Q: 3 clusters Score -3664441 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3664830.750000 Penalty: 5112.479492
	Iteration 5Q: 3 clusters Score -3664831 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3665278.500000 Penalty: 5112.479492
	Iteration 6Q: 3 clusters Score -3665278 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3665712.000000 Penalty: 5112.479492
	Iteration 7Q: 3 clusters Score -3665712 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3666218.000000 Penalty: 5112.479492
	Iteration 8Q: 3 clusters Score -3666218 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3666769.500000 Penalty: 5112.479492
	Iteration 9Q: 3 clusters Score -3666770 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3667407.250000 Penalty: 5112.479492
	Iteration 10Q: 3 clusters Score -3667407 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3668200.500000 Penalty: 5112.479492
	Iteration 11Q: 3 clusters Score -3668200 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3669208.750000 Penalty: 5112.479492
	Iteration 12F: 3 clusters Score -3669209 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3670314.000000 Penalty: 5112.479492
	Iteration 13F: 3 clusters Score -3670314 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3671300.000000 Penalty: 5112.479492
	Iteration 14Q: 3 clusters Score -3671300 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3672125.750000 Penalty: 5112.479492
	Iteration 15Q: 3 clusters Score -3672126 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3672647.250000 Penalty: 5112.479492
	Iteration 16Q: 3 clusters Score -3672647 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3673036.500000 Penalty: 5112.479492
	Iteration 17Q: 3 clusters Score -3673036 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3673319.500000 Penalty: 5112.479492
	Iteration 18Q: 3 clusters Score -3673320 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3673506.750000 Penalty: 5112.479492
	Iteration 19Q: 3 clusters Score -3673507 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3673631.750000 Penalty: 5112.479492
	Iteration 20F: 3 clusters Score -3673632 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3673739.250000 Penalty: 5112.479492
	Iteration 21Q: 3 clusters Score -3673739 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3673830.000000 Penalty: 5112.479492
	Iteration 22Q: 3 clusters Score -3673830 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3673903.500000 Penalty: 5112.479492
	Iteration 23Q: 3 clusters Score -3673904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3673968.500000 Penalty: 5112.479492
	Iteration 24Q: 3 clusters Score -3673968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3674013.500000 Penalty: 5112.479492
	Iteration 25Q: 3 clusters Score -3674014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3674057.750000 Penalty: 5112.479492
	Iteration 26Q: 3 clusters Score -3674058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3674089.750000 Penalty: 5112.479492
	Iteration 27Q: 3 clusters Score -3674090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3674110.250000 Penalty: 5112.479492
	Iteration 28Q: 3 clusters Score -3674110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3674128.250000 Penalty: 5112.479492
	Iteration 29Q: 3 clusters Score -3674128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3674142.500000 Penalty: 5112.479492
	Iteration 30Q: 3 clusters Score -3674142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3674151.000000 Penalty: 5112.479492
	Iteration 31Q: 3 clusters Score -3674151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3674152.750000 Penalty: 5112.479492
	Iteration 32Q: 3 clusters Score -3674153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3674159.500000 Penalty: 5112.479492
	Iteration 33Q: 3 clusters Score -3674160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3674162.750000 Penalty: 5112.479492
	Iteration 34Q: 3 clusters Score -3674163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3674162.000000 Penalty: 5112.479492
	Iteration 35Q: 3 clusters Score -3674162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3674171.750000 Penalty: 5112.479492
	Iteration 36Q: 3 clusters Score -3674172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3674185.500000 Penalty: 5112.479492
	Iteration 37Q: 3 clusters Score -3674186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3674186.750000 Penalty: 5112.479492
	Iteration 38Q: 3 clusters Score -3674187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3674190.750000 Penalty: 5112.479492
	Iteration 39Q: 3 clusters Score -3674191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3674191.000000 Penalty: 5112.479492
	Iteration 40F: 3 clusters Score -3674191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3674202.000000 Penalty: 5112.479492
	Iteration 41Q: 3 clusters Score -3674202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3674202.500000 Penalty: 5112.479492
	Iteration 42Q: 3 clusters Score -3674202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3674205.750000 Penalty: 5112.479492
	Iteration 43Q: 3 clusters Score -3674206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3674208.750000 Penalty: 5112.479492
	Iteration 44Q: 3 clusters Score -3674209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3674210.000000 Penalty: 5112.479492
	Iteration 45Q: 3 clusters Score -3674210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3674212.000000 Penalty: 5112.479492
	Iteration 46Q: 3 clusters Score -3674212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3674208.500000 Penalty: 5112.479492
	Iteration 47Q: 3 clusters Score -3674208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3674211.000000 Penalty: 5112.479492
	Iteration 48Q: 3 clusters Score -3674211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3674213.000000 Penalty: 5112.479492
	Iteration 49Q: 3 clusters Score -3674213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3674211.750000 Penalty: 5112.479492
	Iteration 50Q: 3 clusters Score -3674212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3674213.000000 Penalty: 5112.479492
	Iteration 51Q: 3 clusters Score -3674213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3674211.750000 Penalty: 5112.479492
	Iteration 52Q: 3 clusters Score -3674212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3674210.250000 Penalty: 5112.479492
	Iteration 53Q: 3 clusters Score -3674210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3674212.500000 Penalty: 5112.479492
	Iteration 54Q: 3 clusters Score -3674212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3674212.500000 Penalty: 5112.479492
	Iteration 55F: 3 clusters Score -3674212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Entering Unmasked Estep 
Score: -20700030.000000 Penalty: 2983.248535
	Iteration 0F: 2 clusters Score -2.070003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -20589344.000000 Penalty: 5966.497070
	Iteration 0F: 3 clusters Score -2.058934e+07 nChanged 80380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -20636546.000000 Penalty: 5966.497070
	Iteration 1F: 3 clusters Score -2.063655e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -20637590.000000 Penalty: 5966.497070
	Iteration 2Q: 3 clusters Score -2.063759e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -20638964.000000 Penalty: 5966.497070
	Iteration 3Q: 3 clusters Score -2.063896e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -20640408.000000 Penalty: 5966.497070
	Iteration 4Q: 3 clusters Score -2.064041e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -20642878.000000 Penalty: 5966.497070
	Iteration 5Q: 3 clusters Score -2.064288e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -20646558.000000 Penalty: 5966.497070
	Iteration 6Q: 3 clusters Score -2.064656e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -20651800.000000 Penalty: 5966.497070
	Iteration 7Q: 3 clusters Score -2.06518e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -20659474.000000 Penalty: 5966.497070
	Iteration 8F: 3 clusters Score -2.065947e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -20669154.000000 Penalty: 5966.497070
	Iteration 9F: 3 clusters Score -2.066915e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -20676682.000000 Penalty: 5966.497070
	Iteration 10F: 3 clusters Score -2.067668e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -20680522.000000 Penalty: 5966.497070
	Iteration 11Q: 3 clusters Score -2.068052e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -20682428.000000 Penalty: 5966.497070
	Iteration 12Q: 3 clusters Score -2.068243e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -20683770.000000 Penalty: 5966.497070
	Iteration 13Q: 3 clusters Score -2.068377e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -20684958.000000 Penalty: 5966.497070
	Iteration 14Q: 3 clusters Score -2.068496e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -20686138.000000 Penalty: 5966.497070
	Iteration 15Q: 3 clusters Score -2.068614e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -20687278.000000 Penalty: 5966.497070
	Iteration 16Q: 3 clusters Score -2.068728e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -20688514.000000 Penalty: 5966.497070
	Iteration 17Q: 3 clusters Score -2.068851e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -20689648.000000 Penalty: 5966.497070
	Iteration 18Q: 3 clusters Score -2.068965e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -20690564.000000 Penalty: 5966.497070
	Iteration 19Q: 3 clusters Score -2.069056e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -20691456.000000 Penalty: 5966.497070
	Iteration 20F: 3 clusters Score -2.069146e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -20692054.000000 Penalty: 5966.497070
	Iteration 21Q: 3 clusters Score -2.069205e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -20692548.000000 Penalty: 5966.497070
	Iteration 22Q: 3 clusters Score -2.069255e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -20692856.000000 Penalty: 5966.497070
	Iteration 23Q: 3 clusters Score -2.069286e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -20693070.000000 Penalty: 5966.497070
	Iteration 24Q: 3 clusters Score -2.069307e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -20693174.000000 Penalty: 5966.497070
	Iteration 25Q: 3 clusters Score -2.069317e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -20693258.000000 Penalty: 5966.497070
	Iteration 26Q: 3 clusters Score -2.069326e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -20693352.000000 Penalty: 5966.497070
	Iteration 27Q: 3 clusters Score -2.069335e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -20693422.000000 Penalty: 5966.497070
	Iteration 28Q: 3 clusters Score -2.069342e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -20693474.000000 Penalty: 5966.497070
	Iteration 29Q: 3 clusters Score -2.069347e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -20693512.000000 Penalty: 5966.497070
	Iteration 30Q: 3 clusters Score -2.069351e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -20693578.000000 Penalty: 5966.497070
	Iteration 31Q: 3 clusters Score -2.069358e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -20693572.000000 Penalty: 5966.497070
	Iteration 32Q: 3 clusters Score -2.069357e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -20693626.000000 Penalty: 5966.497070
	Iteration 33Q: 3 clusters Score -2.069363e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -20693670.000000 Penalty: 5966.497070
	Iteration 34Q: 3 clusters Score -2.069367e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -20693720.000000 Penalty: 5966.497070
	Iteration 35Q: 3 clusters Score -2.069372e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -20693662.000000 Penalty: 5966.497070
	Iteration 36Q: 3 clusters Score -2.069366e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -20693690.000000 Penalty: 5966.497070
	Iteration 37Q: 3 clusters Score -2.069369e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -20693676.000000 Penalty: 5966.497070
	Iteration 38Q: 3 clusters Score -2.069368e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -20693790.000000 Penalty: 5966.497070
	Iteration 39Q: 3 clusters Score -2.069379e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -20693822.000000 Penalty: 5966.497070
	Iteration 40F: 3 clusters Score -2.069382e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -20693870.000000 Penalty: 5966.497070
	Iteration 41Q: 3 clusters Score -2.069387e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -20693850.000000 Penalty: 5966.497070
	Iteration 42Q: 3 clusters Score -2.069385e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98198 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -20693888.000000 Penalty: 5966.497070
	Iteration 43Q: 3 clusters Score -2.069389e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -20693938.000000 Penalty: 5966.497070
	Iteration 44Q: 3 clusters Score -2.069394e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -20693946.000000 Penalty: 5966.497070
	Iteration 45Q: 3 clusters Score -2.069395e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99933 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -20694002.000000 Penalty: 5966.497070
	Iteration 46Q: 3 clusters Score -2.0694e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -20694054.000000 Penalty: 5966.497070
	Iteration 47Q: 3 clusters Score -2.069405e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -20694044.000000 Penalty: 5966.497070
	Iteration 48Q: 3 clusters Score -2.069404e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101712 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -20694016.000000 Penalty: 5966.497070
	Iteration 49Q: 3 clusters Score -2.069402e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -20694108.000000 Penalty: 5966.497070
	Iteration 50Q: 3 clusters Score -2.069411e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -20694072.000000 Penalty: 5966.497070
	Iteration 51Q: 3 clusters Score -2.069407e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -20694062.000000 Penalty: 5966.497070
	Iteration 52Q: 3 clusters Score -2.069406e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -20694048.000000 Penalty: 5966.497070
	Iteration 53Q: 3 clusters Score -2.069405e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -20694052.000000 Penalty: 5966.497070
	Iteration 54Q: 3 clusters Score -2.069405e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -20694028.000000 Penalty: 5966.497070
	Iteration 55Q: 3 clusters Score -2.069403e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106151 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -20694092.000000 Penalty: 5966.497070
	Iteration 56Q: 3 clusters Score -2.069409e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -20694110.000000 Penalty: 5966.497070
	Iteration 57Q: 3 clusters Score -2.069411e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107588 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -20694178.000000 Penalty: 5966.497070
	Iteration 58Q: 3 clusters Score -2.069418e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -20694224.000000 Penalty: 5966.497070
	Iteration 59Q: 3 clusters Score -2.069422e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -20694270.000000 Penalty: 5966.497070
	Iteration 60F: 3 clusters Score -2.069427e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -20694298.000000 Penalty: 5966.497070
	Iteration 61Q: 3 clusters Score -2.06943e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -20694270.000000 Penalty: 5966.497070
	Iteration 62Q: 3 clusters Score -2.069427e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -20694280.000000 Penalty: 5966.497070
	Iteration 63Q: 3 clusters Score -2.069428e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112069 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -20694412.000000 Penalty: 5966.497070
	Iteration 64Q: 3 clusters Score -2.069441e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -20694482.000000 Penalty: 5966.497070
	Iteration 65Q: 3 clusters Score -2.069448e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -20694578.000000 Penalty: 5966.497070
	Iteration 66Q: 3 clusters Score -2.069458e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -20694588.000000 Penalty: 5966.497070
	Iteration 67Q: 3 clusters Score -2.069459e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -20694594.000000 Penalty: 5966.497070
	Iteration 68Q: 3 clusters Score -2.069459e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -20694640.000000 Penalty: 5966.497070
	Iteration 69Q: 3 clusters Score -2.069464e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -20694582.000000 Penalty: 5966.497070
	Iteration 70Q: 3 clusters Score -2.069458e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -20694628.000000 Penalty: 5966.497070
	Iteration 71Q: 3 clusters Score -2.069463e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -20694636.000000 Penalty: 5966.497070
	Iteration 72Q: 3 clusters Score -2.069464e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118966 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -20694616.000000 Penalty: 5966.497070
	Iteration 73Q: 3 clusters Score -2.069462e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -20694688.000000 Penalty: 5966.497070
	Iteration 74Q: 3 clusters Score -2.069469e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120530 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -20694796.000000 Penalty: 5966.497070
	Iteration 75Q: 3 clusters Score -2.06948e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121298 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -20694924.000000 Penalty: 5966.497070
	Iteration 76Q: 3 clusters Score -2.069492e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122074 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -20694984.000000 Penalty: 5966.497070
	Iteration 77Q: 3 clusters Score -2.069498e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122851 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -20694966.000000 Penalty: 5966.497070
	Iteration 78Q: 3 clusters Score -2.069497e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -20695070.000000 Penalty: 5966.497070
	Iteration 79Q: 3 clusters Score -2.069507e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124438 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -20695212.000000 Penalty: 5966.497070
	Iteration 80F: 3 clusters Score -2.069521e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -20695250.000000 Penalty: 5966.497070
	Iteration 81Q: 3 clusters Score -2.069525e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125967 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -20695382.000000 Penalty: 5966.497070
	Iteration 82Q: 3 clusters Score -2.069538e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126699 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -20695378.000000 Penalty: 5966.497070
	Iteration 83Q: 3 clusters Score -2.069538e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -20695498.000000 Penalty: 5966.497070
	Iteration 84Q: 3 clusters Score -2.06955e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -20695582.000000 Penalty: 5966.497070
	Iteration 85Q: 3 clusters Score -2.069558e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128771 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -20695636.000000 Penalty: 5966.497070
	Iteration 86Q: 3 clusters Score -2.069564e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -20695708.000000 Penalty: 5966.497070
	Iteration 87Q: 3 clusters Score -2.069571e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -20695734.000000 Penalty: 5966.497070
	Iteration 88Q: 3 clusters Score -2.069573e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -20695782.000000 Penalty: 5966.497070
	Iteration 89Q: 3 clusters Score -2.069578e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131604 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -20695860.000000 Penalty: 5966.497070
	Iteration 90Q: 3 clusters Score -2.069586e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132354 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -20695990.000000 Penalty: 5966.497070
	Iteration 91Q: 3 clusters Score -2.069599e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133046 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -20696016.000000 Penalty: 5966.497070
	Iteration 92Q: 3 clusters Score -2.069602e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133745 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -20695996.000000 Penalty: 5966.497070
	Iteration 93Q: 3 clusters Score -2.0696e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134404 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -20696018.000000 Penalty: 5966.497070
	Iteration 94Q: 3 clusters Score -2.069602e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -20696054.000000 Penalty: 5966.497070
	Iteration 95Q: 3 clusters Score -2.069605e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -20696158.000000 Penalty: 5966.497070
	Iteration 96Q: 3 clusters Score -2.069616e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -20696190.000000 Penalty: 5966.497070
	Iteration 97Q: 3 clusters Score -2.069619e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137312 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -20696186.000000 Penalty: 5966.497070
	Iteration 98Q: 3 clusters Score -2.069619e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -20696236.000000 Penalty: 5966.497070
	Iteration 99Q: 3 clusters Score -2.069624e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138927 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -20696300.000000 Penalty: 5966.497070
	Iteration 100F: 3 clusters Score -2.06963e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -20696400.000000 Penalty: 5966.497070
	Iteration 101Q: 3 clusters Score -2.06964e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -20696476.000000 Penalty: 5966.497070
	Iteration 102Q: 3 clusters Score -2.069648e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -20696480.000000 Penalty: 5966.497070
	Iteration 103Q: 3 clusters Score -2.069648e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -20696570.000000 Penalty: 5966.497070
	Iteration 104Q: 3 clusters Score -2.069657e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142951 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -20696576.000000 Penalty: 5966.497070
	Iteration 105Q: 3 clusters Score -2.069658e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -20696674.000000 Penalty: 5966.497070
	Iteration 106Q: 3 clusters Score -2.069667e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144380 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -20696768.000000 Penalty: 5966.497070
	Iteration 107Q: 3 clusters Score -2.069677e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -20696812.000000 Penalty: 5966.497070
	Iteration 108Q: 3 clusters Score -2.069681e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145769 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -20696880.000000 Penalty: 5966.497070
	Iteration 109Q: 3 clusters Score -2.069688e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -20696994.000000 Penalty: 5966.497070
	Iteration 110Q: 3 clusters Score -2.069699e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -20697096.000000 Penalty: 5966.497070
	Iteration 111Q: 3 clusters Score -2.06971e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147855 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -20697174.000000 Penalty: 5966.497070
	Iteration 112Q: 3 clusters Score -2.069717e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148544 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -20697182.000000 Penalty: 5966.497070
	Iteration 113Q: 3 clusters Score -2.069718e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149247 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -20697152.000000 Penalty: 5966.497070
	Iteration 114Q: 3 clusters Score -2.069715e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149924 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -20697262.000000 Penalty: 5966.497070
	Iteration 115Q: 3 clusters Score -2.069726e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -20697374.000000 Penalty: 5966.497070
	Iteration 116Q: 3 clusters Score -2.069737e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151301 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -20697376.000000 Penalty: 5966.497070
	Iteration 117Q: 3 clusters Score -2.069738e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -20697508.000000 Penalty: 5966.497070
	Iteration 118Q: 3 clusters Score -2.069751e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -20697608.000000 Penalty: 5966.497070
	Iteration 119Q: 3 clusters Score -2.069761e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -20697706.000000 Penalty: 5966.497070
	Iteration 120F: 3 clusters Score -2.069771e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -20697714.000000 Penalty: 5966.497070
	Iteration 121Q: 3 clusters Score -2.069771e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -20697766.000000 Penalty: 5966.497070
	Iteration 122Q: 3 clusters Score -2.069777e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155261 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -20697836.000000 Penalty: 5966.497070
	Iteration 123Q: 3 clusters Score -2.069784e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -20697856.000000 Penalty: 5966.497070
	Iteration 124Q: 3 clusters Score -2.069786e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -20697908.000000 Penalty: 5966.497070
	Iteration 125Q: 3 clusters Score -2.069791e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156856 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -20697948.000000 Penalty: 5966.497070
	Iteration 126Q: 3 clusters Score -2.069795e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -20698060.000000 Penalty: 5966.497070
	Iteration 127Q: 3 clusters Score -2.069806e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157704 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -20698064.000000 Penalty: 5966.497070
	Iteration 128Q: 3 clusters Score -2.069806e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -20698072.000000 Penalty: 5966.497070
	Iteration 129Q: 3 clusters Score -2.069807e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -20698078.000000 Penalty: 5966.497070
	Iteration 130Q: 3 clusters Score -2.069808e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158812 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -20698136.000000 Penalty: 5966.497070
	Iteration 131Q: 3 clusters Score -2.069814e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159181 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -20698172.000000 Penalty: 5966.497070
	Iteration 132Q: 3 clusters Score -2.069817e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -20698202.000000 Penalty: 5966.497070
	Iteration 133Q: 3 clusters Score -2.06982e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -20698268.000000 Penalty: 5966.497070
	Iteration 134Q: 3 clusters Score -2.069827e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160133 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -20698292.000000 Penalty: 5966.497070
	Iteration 135Q: 3 clusters Score -2.069829e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -20698328.000000 Penalty: 5966.497070
	Iteration 136Q: 3 clusters Score -2.069833e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160639 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -20698344.000000 Penalty: 5966.497070
	Iteration 137Q: 3 clusters Score -2.069834e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -20698346.000000 Penalty: 5966.497070
	Iteration 138Q: 3 clusters Score -2.069835e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161103 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -20698402.000000 Penalty: 5966.497070
	Iteration 139Q: 3 clusters Score -2.06984e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -20698438.000000 Penalty: 5966.497070
	Iteration 140F: 3 clusters Score -2.069844e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -20698410.000000 Penalty: 5966.497070
	Iteration 141Q: 3 clusters Score -2.069841e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161723 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -20698424.000000 Penalty: 5966.497070
	Iteration 142Q: 3 clusters Score -2.069842e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161902 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -20698464.000000 Penalty: 5966.497070
	Iteration 143Q: 3 clusters Score -2.069846e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162089 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -20698466.000000 Penalty: 5966.497070
	Iteration 144Q: 3 clusters Score -2.069847e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -20698470.000000 Penalty: 5966.497070
	Iteration 145Q: 3 clusters Score -2.069847e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -20698460.000000 Penalty: 5966.497070
	Iteration 146Q: 3 clusters Score -2.069846e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -20698506.000000 Penalty: 5966.497070
	Iteration 147Q: 3 clusters Score -2.069851e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162715 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -20698508.000000 Penalty: 5966.497070
	Iteration 148Q: 3 clusters Score -2.069851e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162855 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -20698522.000000 Penalty: 5966.497070
	Iteration 149Q: 3 clusters Score -2.069852e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -20698560.000000 Penalty: 5966.497070
	Iteration 150Q: 3 clusters Score -2.069856e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163113 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -20698556.000000 Penalty: 5966.497070
	Iteration 151Q: 3 clusters Score -2.069856e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -20698598.000000 Penalty: 5966.497070
	Iteration 152Q: 3 clusters Score -2.06986e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -20698612.000000 Penalty: 5966.497070
	Iteration 153Q: 3 clusters Score -2.069861e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163425 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -20698618.000000 Penalty: 5966.497070
	Iteration 154Q: 3 clusters Score -2.069862e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163507 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.06986e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -20698608.000000 Penalty: 5966.497070
	Iteration 156Q: 3 clusters Score -2.069861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -20698590.000000 Penalty: 5966.497070
	Iteration 157Q: 3 clusters Score -2.069859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163693 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -20698614.000000 Penalty: 5966.497070
	Iteration 158Q: 3 clusters Score -2.069861e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163740 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -20698600.000000 Penalty: 5966.497070
	Iteration 159Q: 3 clusters Score -2.06986e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163792 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -20698580.000000 Penalty: 5966.497070
	Iteration 160F: 3 clusters Score -2.069858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -20698572.000000 Penalty: 5966.497070
	Iteration 161Q: 3 clusters Score -2.069857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -20698576.000000 Penalty: 5966.497070
	Iteration 162Q: 3 clusters Score -2.069858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -20698580.000000 Penalty: 5966.497070
	Iteration 163Q: 3 clusters Score -2.069858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -20698596.000000 Penalty: 5966.497070
	Iteration 164Q: 3 clusters Score -2.06986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -20698596.000000 Penalty: 5966.497070
	Iteration 165Q: 3 clusters Score -2.06986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -20698602.000000 Penalty: 5966.497070
	Iteration 166Q: 3 clusters Score -2.06986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20698604.000000 Penalty: 5966.497070
	Iteration 167Q: 3 clusters Score -2.06986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -20698620.000000 Penalty: 5966.497070
	Iteration 168Q: 3 clusters Score -2.069862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -20698622.000000 Penalty: 5966.497070
	Iteration 169Q: 3 clusters Score -2.069862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164017 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -20698638.000000 Penalty: 5966.497070
	Iteration 170Q: 3 clusters Score -2.069864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -20698638.000000 Penalty: 5966.497070
	Iteration 171Q: 3 clusters Score -2.069864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -20698632.000000 Penalty: 5966.497070
	Iteration 172Q: 3 clusters Score -2.069863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -20698644.000000 Penalty: 5966.497070
	Iteration 173Q: 3 clusters Score -2.069864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -20698670.000000 Penalty: 5966.497070
	Iteration 174Q: 3 clusters Score -2.069867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -20698664.000000 Penalty: 5966.497070
	Iteration 175Q: 3 clusters Score -2.069866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164079 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -20698668.000000 Penalty: 5966.497070
	Iteration 176Q: 3 clusters Score -2.069867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164084 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -20698668.000000 Penalty: 5966.497070
	Iteration 177Q: 3 clusters Score -2.069867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164091 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -20698676.000000 Penalty: 5966.497070
	Iteration 178Q: 3 clusters Score -2.069868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -20698678.000000 Penalty: 5966.497070
	Iteration 179Q: 3 clusters Score -2.069868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164103 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -20698684.000000 Penalty: 5966.497070
	Iteration 180F: 3 clusters Score -2.069868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164113 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -20698684.000000 Penalty: 5966.497070
	Iteration 181Q: 3 clusters Score -2.069868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -20698668.000000 Penalty: 5966.497070
	Iteration 182Q: 3 clusters Score -2.069867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -20698662.000000 Penalty: 5966.497070
	Iteration 183Q: 3 clusters Score -2.069866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164135 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -20698670.000000 Penalty: 5966.497070
	Iteration 184Q: 3 clusters Score -2.069867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -20698678.000000 Penalty: 5966.497070
	Iteration 185Q: 3 clusters Score -2.069868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164142 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20698678.000000 Penalty: 5966.497070
	Iteration 186Q: 3 clusters Score -2.069868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164142 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20698678.000000 Penalty: 5966.497070
	Iteration 187F: 3 clusters Score -2.069868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1226116.250000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1226116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1218475.125000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1218475 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1220746.375000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1220746 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1221144.125000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1221144 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1221413.125000 Penalty: 4569.319824
	Iteration 3F: 3 clusters Score -1221413 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1221637.125000 Penalty: 4569.319824
	Iteration 4Q: 3 clusters Score -1221637 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1221836.875000 Penalty: 4569.319824
	Iteration 5Q: 3 clusters Score -1221837 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1222002.625000 Penalty: 4569.319824
	Iteration 6Q: 3 clusters Score -1222003 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1222164.500000 Penalty: 4569.319824
	Iteration 7Q: 3 clusters Score -1222164 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1222377.125000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1222377 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1222644.500000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1222644 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1222978.875000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1222979 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1223307.875000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1223308 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1223623.500000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1223624 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1223884.000000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1223884 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1224048.250000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1224048 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1224172.875000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1224173 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1224259.375000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1224259 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1224299.750000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1224300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1224333.375000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1224333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1224356.625000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1224357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1224373.250000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1224373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1224391.500000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1224392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1224408.250000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1224408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1224418.375000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1224418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1224425.875000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1224426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1224437.000000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1224437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1224439.125000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1224439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1224443.000000 Penalty: 4569.319824
	Iteration 27Q: 3 clusters Score -1224443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1224443.875000 Penalty: 4569.319824
	Iteration 28Q: 3 clusters Score -1224444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1224443.500000 Penalty: 4569.319824
	Iteration 29Q: 3 clusters Score -1224444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1224445.500000 Penalty: 4569.319824
	Iteration 30Q: 3 clusters Score -1224446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1224445.500000 Penalty: 4569.319824
	Iteration 31Q: 3 clusters Score -1224446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1224447.000000 Penalty: 4569.319824
	Iteration 32Q: 3 clusters Score -1224447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1224448.375000 Penalty: 4569.319824
	Iteration 33Q: 3 clusters Score -1224448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1224449.125000 Penalty: 4569.319824
	Iteration 34Q: 3 clusters Score -1224449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1224452.625000 Penalty: 4569.319824
	Iteration 35Q: 3 clusters Score -1224453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1224453.875000 Penalty: 4569.319824
	Iteration 36Q: 3 clusters Score -1224454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1224452.000000 Penalty: 4569.319824
	Iteration 37Q: 3 clusters Score -1224452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1224452.375000 Penalty: 4569.319824
	Iteration 38Q: 3 clusters Score -1224452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1224454.125000 Penalty: 4569.319824
	Iteration 39Q: 3 clusters Score -1224454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1224454.125000 Penalty: 4569.319824
	Iteration 40F: 3 clusters Score -1224454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Entering Unmasked Estep 
Score: -4287281.500000 Penalty: 2592.657715
	Iteration 0F: 2 clusters Score -4287282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4263589.500000 Penalty: 5185.315430
	Iteration 0F: 3 clusters Score -4263590 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4272290.000000 Penalty: 5185.315430
	Iteration 1F: 3 clusters Score -4272290 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4272740.500000 Penalty: 5185.315430
	Iteration 2Q: 3 clusters Score -4272740 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4273154.000000 Penalty: 5185.315430
	Iteration 3Q: 3 clusters Score -4273154 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4273580.500000 Penalty: 5185.315430
	Iteration 4Q: 3 clusters Score -4273580 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4274019.500000 Penalty: 5185.315430
	Iteration 5Q: 3 clusters Score -4274020 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4274539.500000 Penalty: 5185.315430
	Iteration 6Q: 3 clusters Score -4274540 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4275299.500000 Penalty: 5185.315430
	Iteration 7Q: 3 clusters Score -4275300 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4276357.000000 Penalty: 5185.315430
	Iteration 8F: 3 clusters Score -4276357 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4277864.000000 Penalty: 5185.315430
	Iteration 9F: 3 clusters Score -4277864 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4279696.000000 Penalty: 5185.315430
	Iteration 10F: 3 clusters Score -4279696 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4281299.500000 Penalty: 5185.315430
	Iteration 11F: 3 clusters Score -4281300 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4282303.500000 Penalty: 5185.315430
	Iteration 12Q: 3 clusters Score -4282304 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -4282774.000000 Penalty: 5185.315430
	Iteration 13Q: 3 clusters Score -4282774 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4283031.500000 Penalty: 5185.315430
	Iteration 14Q: 3 clusters Score -4283032 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4283222.500000 Penalty: 5185.315430
	Iteration 15Q: 3 clusters Score -4283222 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4283355.500000 Penalty: 5185.315430
	Iteration 16Q: 3 clusters Score -4283356 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4283491.500000 Penalty: 5185.315430
	Iteration 17Q: 3 clusters Score -4283492 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -4283592.500000 Penalty: 5185.315430
	Iteration 18Q: 3 clusters Score -4283592 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4283679.000000 Penalty: 5185.315430
	Iteration 19Q: 3 clusters Score -4283679 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4283796.000000 Penalty: 5185.315430
	Iteration 20F: 3 clusters Score -4283796 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4283871.000000 Penalty: 5185.315430
	Iteration 21Q: 3 clusters Score -4283871 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4283943.500000 Penalty: 5185.315430
	Iteration 22Q: 3 clusters Score -4283944 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -4284020.000000 Penalty: 5185.315430
	Iteration 23Q: 3 clusters Score -4284020 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4284075.500000 Penalty: 5185.315430
	Iteration 24Q: 3 clusters Score -4284076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4284144.000000 Penalty: 5185.315430
	Iteration 25Q: 3 clusters Score -4284144 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4284218.500000 Penalty: 5185.315430
	Iteration 26Q: 3 clusters Score -4284218 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4284271.500000 Penalty: 5185.315430
	Iteration 27Q: 3 clusters Score -4284272 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4284323.500000 Penalty: 5185.315430
	Iteration 28Q: 3 clusters Score -4284324 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4284376.000000 Penalty: 5185.315430
	Iteration 29Q: 3 clusters Score -4284376 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4284443.000000 Penalty: 5185.315430
	Iteration 30Q: 3 clusters Score -4284443 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4284487.500000 Penalty: 5185.315430
	Iteration 31Q: 3 clusters Score -4284488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4284533.000000 Penalty: 5185.315430
	Iteration 32Q: 3 clusters Score -4284533 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4284588.000000 Penalty: 5185.315430
	Iteration 33Q: 3 clusters Score -4284588 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4284624.000000 Penalty: 5185.315430
	Iteration 34Q: 3 clusters Score -4284624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4284639.000000 Penalty: 5185.315430
	Iteration 35Q: 3 clusters Score -4284639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4284669.000000 Penalty: 5185.315430
	Iteration 36Q: 3 clusters Score -4284669 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -4284692.500000 Penalty: 5185.315430
	Iteration 37Q: 3 clusters Score -4284692 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4284708.500000 Penalty: 5185.315430
	Iteration 38Q: 3 clusters Score -4284708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4284737.500000 Penalty: 5185.315430
	Iteration 39Q: 3 clusters Score -4284738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4284746.500000 Penalty: 5185.315430
	Iteration 40F: 3 clusters Score -4284746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4284764.500000 Penalty: 5185.315430
	Iteration 41Q: 3 clusters Score -4284764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4284776.000000 Penalty: 5185.315430
	Iteration 42Q: 3 clusters Score -4284776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4284806.500000 Penalty: 5185.315430
	Iteration 43Q: 3 clusters Score -4284806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4284813.000000 Penalty: 5185.315430
	Iteration 44Q: 3 clusters Score -4284813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4284841.500000 Penalty: 5185.315430
	Iteration 45Q: 3 clusters Score -4284842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4284837.000000 Penalty: 5185.315430
	Iteration 46Q: 3 clusters Score -4284837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4284878.000000 Penalty: 5185.315430
	Iteration 47Q: 3 clusters Score -4284878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4284896.000000 Penalty: 5185.315430
	Iteration 48Q: 3 clusters Score -4284896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4284912.000000 Penalty: 5185.315430
	Iteration 49Q: 3 clusters Score -4284912 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4284923.500000 Penalty: 5185.315430
	Iteration 50Q: 3 clusters Score -4284924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4284951.000000 Penalty: 5185.315430
	Iteration 51Q: 3 clusters Score -4284951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4284965.500000 Penalty: 5185.315430
	Iteration 52Q: 3 clusters Score -4284966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4284972.500000 Penalty: 5185.315430
	Iteration 53Q: 3 clusters Score -4284972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -4284985.000000 Penalty: 5185.315430
	Iteration 54Q: 3 clusters Score -4284985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4284996.000000 Penalty: 5185.315430
	Iteration 55Q: 3 clusters Score -4284996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -4285016.500000 Penalty: 5185.315430
	Iteration 56Q: 3 clusters Score -4285016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4285032.500000 Penalty: 5185.315430
	Iteration 57Q: 3 clusters Score -4285032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4285048.000000 Penalty: 5185.315430
	Iteration 58Q: 3 clusters Score -4285048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4285061.500000 Penalty: 5185.315430
	Iteration 59Q: 3 clusters Score -4285062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -4285063.500000 Penalty: 5185.315430
	Iteration 60F: 3 clusters Score -4285064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4285069.500000 Penalty: 5185.315430
	Iteration 61Q: 3 clusters Score -4285070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4285091.000000 Penalty: 5185.315430
	Iteration 62Q: 3 clusters Score -4285091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4285094.500000 Penalty: 5185.315430
	Iteration 63Q: 3 clusters Score -4285094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4285091.500000 Penalty: 5185.315430
	Iteration 64Q: 3 clusters Score -4285092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4285098.000000 Penalty: 5185.315430
	Iteration 65Q: 3 clusters Score -4285098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4285105.500000 Penalty: 5185.315430
	Iteration 66Q: 3 clusters Score -4285106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4285114.500000 Penalty: 5185.315430
	Iteration 67Q: 3 clusters Score -4285114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4285117.500000 Penalty: 5185.315430
	Iteration 68Q: 3 clusters Score -4285118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4285111.000000 Penalty: 5185.315430
	Iteration 69Q: 3 clusters Score -4285111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4285116.500000 Penalty: 5185.315430
	Iteration 70Q: 3 clusters Score -4285116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4285113.500000 Penalty: 5185.315430
	Iteration 71Q: 3 clusters Score -4285114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4285115.500000 Penalty: 5185.315430
	Iteration 72Q: 3 clusters Score -4285116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4285117.500000 Penalty: 5185.315430
	Iteration 73Q: 3 clusters Score -4285118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4285120.500000 Penalty: 5185.315430
	Iteration 74Q: 3 clusters Score -4285120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4285121.000000 Penalty: 5185.315430
	Iteration 75Q: 3 clusters Score -4285121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4285127.000000 Penalty: 5185.315430
	Iteration 76Q: 3 clusters Score -4285127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4285129.500000 Penalty: 5185.315430
	Iteration 77Q: 3 clusters Score -4285130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4285133.000000 Penalty: 5185.315430
	Iteration 78Q: 3 clusters Score -4285133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4285130.500000 Penalty: 5185.315430
	Iteration 79Q: 3 clusters Score -4285130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4285127.000000 Penalty: 5185.315430
	Iteration 80F: 3 clusters Score -4285127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4285130.500000 Penalty: 5185.315430
	Iteration 81Q: 3 clusters Score -4285130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4285131.500000 Penalty: 5185.315430
	Iteration 82Q: 3 clusters Score -4285132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4285134.500000 Penalty: 5185.315430
	Iteration 83Q: 3 clusters Score -4285134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4285138.500000 Penalty: 5185.315430
	Iteration 84Q: 3 clusters Score -4285138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4285144.000000 Penalty: 5185.315430
	Iteration 85Q: 3 clusters Score -4285144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4285146.000000 Penalty: 5185.315430
	Iteration 86Q: 3 clusters Score -4285146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -4285147.000000 Penalty: 5185.315430
	Iteration 87Q: 3 clusters Score -4285147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -4285156.500000 Penalty: 5185.315430
	Iteration 88Q: 3 clusters Score -4285156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -4285161.000000 Penalty: 5185.315430
	Iteration 89Q: 3 clusters Score -4285161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4285160.000000 Penalty: 5185.315430
	Iteration 90Q: 3 clusters Score -4285160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4285167.000000 Penalty: 5185.315430
	Iteration 91Q: 3 clusters Score -4285167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -4285177.000000 Penalty: 5185.315430
	Iteration 92Q: 3 clusters Score -4285177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4285180.000000 Penalty: 5185.315430
	Iteration 93Q: 3 clusters Score -4285180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4285182.000000 Penalty: 5185.315430
	Iteration 94Q: 3 clusters Score -4285182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4285190.500000 Penalty: 5185.315430
	Iteration 95Q: 3 clusters Score -4285190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4285192.000000 Penalty: 5185.315430
	Iteration 96Q: 3 clusters Score -4285192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4285190.500000 Penalty: 5185.315430
	Iteration 97Q: 3 clusters Score -4285190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4285194.500000 Penalty: 5185.315430
	Iteration 98Q: 3 clusters Score -4285194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -4285184.000000 Penalty: 5185.315430
	Iteration 99Q: 3 clusters Score -4285184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4285195.500000 Penalty: 5185.315430
	Iteration 100F: 3 clusters Score -4285196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4285200.500000 Penalty: 5185.315430
	Iteration 101Q: 3 clusters Score -4285200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4285187.000000 Penalty: 5185.315430
	Iteration 102Q: 3 clusters Score -4285187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4285191.500000 Penalty: 5185.315430
	Iteration 103Q: 3 clusters Score -4285192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4285189.500000 Penalty: 5185.315430
	Iteration 104Q: 3 clusters Score -4285190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -4285193.000000 Penalty: 5185.315430
	Iteration 105Q: 3 clusters Score -4285193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4285197.000000 Penalty: 5185.315430
	Iteration 106Q: 3 clusters Score -4285197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4285197.500000 Penalty: 5185.315430
	Iteration 107Q: 3 clusters Score -4285198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4285197.500000 Penalty: 5185.315430
	Iteration 108Q: 3 clusters Score -4285198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4285197.500000 Penalty: 5185.315430
	Iteration 109F: 3 clusters Score -4285198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1591976.750000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1591977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1582378.750000 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1582379 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1585376.500000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1585376 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1585849.750000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1585850 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1586233.000000 Penalty: 4702.489258
	Iteration 3F: 3 clusters Score -1586233 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1586578.125000 Penalty: 4702.489258
	Iteration 4F: 3 clusters Score -1586578 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1586937.750000 Penalty: 4702.489258
	Iteration 5Q: 3 clusters Score -1586938 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1587303.000000 Penalty: 4702.489258
	Iteration 6Q: 3 clusters Score -1587303 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1587661.875000 Penalty: 4702.489258
	Iteration 7Q: 3 clusters Score -1587662 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1588029.250000 Penalty: 4702.489258
	Iteration 8Q: 3 clusters Score -1588029 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1588338.500000 Penalty: 4702.489258
	Iteration 9Q: 3 clusters Score -1588338 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1588635.625000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1588636 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1588906.500000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1588906 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1589101.000000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1589101 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1589238.000000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1589238 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1589362.375000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1589362 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1589476.875000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1589477 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1589553.625000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1589554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1589621.625000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1589622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1589674.625000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1589675 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1589718.875000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1589719 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1589761.000000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1589761 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1589808.500000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1589808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1589841.500000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1589842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1589868.250000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1589868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1589887.250000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1589887 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1589905.000000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1589905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1589919.625000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1589920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1589934.875000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1589935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1589947.125000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1589947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1589962.375000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1589962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1589968.625000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1589969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1589979.500000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1589980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1589989.500000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1589990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1589999.875000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1590000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1590007.125000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1590007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1590019.750000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1590020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1590020.500000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1590020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1590023.500000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1590024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1590030.125000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1590030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1590033.250000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1590033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1590036.375000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1590036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1590037.875000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1590038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1590047.250000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1590047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1590050.125000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1590050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1590054.500000 Penalty: 4702.489258
	Iteration 44Q: 3 clusters Score -1590054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1590061.875000 Penalty: 4702.489258
	Iteration 45Q: 3 clusters Score -1590062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1590065.000000 Penalty: 4702.489258
	Iteration 46Q: 3 clusters Score -1590065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1590067.500000 Penalty: 4702.489258
	Iteration 47Q: 3 clusters Score -1590068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1590067.125000 Penalty: 4702.489258
	Iteration 48Q: 3 clusters Score -1590067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1590067.625000 Penalty: 4702.489258
	Iteration 49Q: 3 clusters Score -1590068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1590075.250000 Penalty: 4702.489258
	Iteration 50Q: 3 clusters Score -1590075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1590079.375000 Penalty: 4702.489258
	Iteration 51Q: 3 clusters Score -1590079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1590079.500000 Penalty: 4702.489258
	Iteration 52Q: 3 clusters Score -1590080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1590081.375000 Penalty: 4702.489258
	Iteration 53Q: 3 clusters Score -1590081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1590081.375000 Penalty: 4702.489258
	Iteration 54F: 3 clusters Score -1590081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Entering Unmasked Estep 
Score: -6964653.000000 Penalty: 2714.797119
	Iteration 0F: 2 clusters Score -6964653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -6926454.500000 Penalty: 5429.594238
	Iteration 0F: 3 clusters Score -6926454 nChanged 26318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -6941010.500000 Penalty: 5429.594238
	Iteration 1F: 3 clusters Score -6941010 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -6941523.000000 Penalty: 5429.594238
	Iteration 2Q: 3 clusters Score -6941523 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -6942051.500000 Penalty: 5429.594238
	Iteration 3Q: 3 clusters Score -6942052 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6942618.500000 Penalty: 5429.594238
	Iteration 4Q: 3 clusters Score -6942618 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -6943319.000000 Penalty: 5429.594238
	Iteration 5Q: 3 clusters Score -6943319 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -6944332.500000 Penalty: 5429.594238
	Iteration 6Q: 3 clusters Score -6944332 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -6946020.500000 Penalty: 5429.594238
	Iteration 7F: 3 clusters Score -6946020 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6948355.500000 Penalty: 5429.594238
	Iteration 8F: 3 clusters Score -6948356 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -6951137.500000 Penalty: 5429.594238
	Iteration 9F: 3 clusters Score -6951138 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -6953509.000000 Penalty: 5429.594238
	Iteration 10F: 3 clusters Score -6953509 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -6955042.500000 Penalty: 5429.594238
	Iteration 11F: 3 clusters Score -6955042 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -6956046.000000 Penalty: 5429.594238
	Iteration 12Q: 3 clusters Score -6956046 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -6956660.500000 Penalty: 5429.594238
	Iteration 13Q: 3 clusters Score -6956660 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -6957124.500000 Penalty: 5429.594238
	Iteration 14Q: 3 clusters Score -6957124 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6957536.500000 Penalty: 5429.594238
	Iteration 15Q: 3 clusters Score -6957536 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6958069.000000 Penalty: 5429.594238
	Iteration 16Q: 3 clusters Score -6958069 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -6958585.000000 Penalty: 5429.594238
	Iteration 17Q: 3 clusters Score -6958585 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -6959128.000000 Penalty: 5429.594238
	Iteration 18Q: 3 clusters Score -6959128 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -6959636.000000 Penalty: 5429.594238
	Iteration 19Q: 3 clusters Score -6959636 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -6960215.500000 Penalty: 5429.594238
	Iteration 20F: 3 clusters Score -6960216 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6960693.500000 Penalty: 5429.594238
	Iteration 21Q: 3 clusters Score -6960694 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -6961115.500000 Penalty: 5429.594238
	Iteration 22Q: 3 clusters Score -6961116 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -6961510.000000 Penalty: 5429.594238
	Iteration 23Q: 3 clusters Score -6961510 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -6961818.500000 Penalty: 5429.594238
	Iteration 24Q: 3 clusters Score -6961818 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -6962067.500000 Penalty: 5429.594238
	Iteration 25Q: 3 clusters Score -6962068 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -6962239.500000 Penalty: 5429.594238
	Iteration 26Q: 3 clusters Score -6962240 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6962376.000000 Penalty: 5429.594238
	Iteration 27Q: 3 clusters Score -6962376 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -6962533.000000 Penalty: 5429.594238
	Iteration 28Q: 3 clusters Score -6962533 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -6962654.000000 Penalty: 5429.594238
	Iteration 29Q: 3 clusters Score -6962654 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -6962792.500000 Penalty: 5429.594238
	Iteration 30Q: 3 clusters Score -6962792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -6962875.000000 Penalty: 5429.594238
	Iteration 31Q: 3 clusters Score -6962875 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -6962927.500000 Penalty: 5429.594238
	Iteration 32Q: 3 clusters Score -6962928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -6962968.500000 Penalty: 5429.594238
	Iteration 33Q: 3 clusters Score -6962968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -6962987.500000 Penalty: 5429.594238
	Iteration 34Q: 3 clusters Score -6962988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -6963017.000000 Penalty: 5429.594238
	Iteration 35Q: 3 clusters Score -6963017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -6963026.000000 Penalty: 5429.594238
	Iteration 36Q: 3 clusters Score -6963026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -6963050.000000 Penalty: 5429.594238
	Iteration 37Q: 3 clusters Score -6963050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6963044.000000 Penalty: 5429.594238
	Iteration 38Q: 3 clusters Score -6963044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -6963067.500000 Penalty: 5429.594238
	Iteration 39Q: 3 clusters Score -6963068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -6963078.000000 Penalty: 5429.594238
	Iteration 40F: 3 clusters Score -6963078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -6963062.000000 Penalty: 5429.594238
	Iteration 41Q: 3 clusters Score -6963062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -6963071.500000 Penalty: 5429.594238
	Iteration 42Q: 3 clusters Score -6963072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6963076.500000 Penalty: 5429.594238
	Iteration 43Q: 3 clusters Score -6963076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -6963072.000000 Penalty: 5429.594238
	Iteration 44Q: 3 clusters Score -6963072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -6963076.500000 Penalty: 5429.594238
	Iteration 45Q: 3 clusters Score -6963076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -6963074.500000 Penalty: 5429.594238
	Iteration 46Q: 3 clusters Score -6963074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -6963071.500000 Penalty: 5429.594238
	Iteration 47Q: 3 clusters Score -6963072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -6963073.500000 Penalty: 5429.594238
	Iteration 48Q: 3 clusters Score -6963074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -6963089.500000 Penalty: 5429.594238
	Iteration 49Q: 3 clusters Score -6963090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -6963080.500000 Penalty: 5429.594238
	Iteration 50Q: 3 clusters Score -6963080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -6963084.000000 Penalty: 5429.594238
	Iteration 51Q: 3 clusters Score -6963084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -6963085.000000 Penalty: 5429.594238
	Iteration 52Q: 3 clusters Score -6963085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -6963081.500000 Penalty: 5429.594238
	Iteration 53Q: 3 clusters Score -6963082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -6963101.500000 Penalty: 5429.594238
	Iteration 54Q: 3 clusters Score -6963102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -6963115.000000 Penalty: 5429.594238
	Iteration 55Q: 3 clusters Score -6963115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -6963103.000000 Penalty: 5429.594238
	Iteration 56Q: 3 clusters Score -6963103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -6963122.000000 Penalty: 5429.594238
	Iteration 57Q: 3 clusters Score -6963122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -6963120.500000 Penalty: 5429.594238
	Iteration 58Q: 3 clusters Score -6963120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -6963107.000000 Penalty: 5429.594238
	Iteration 59Q: 3 clusters Score -6963107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -6963111.000000 Penalty: 5429.594238
	Iteration 60F: 3 clusters Score -6963111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -6963112.000000 Penalty: 5429.594238
	Iteration 61Q: 3 clusters Score -6963112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -6963119.000000 Penalty: 5429.594238
	Iteration 62Q: 3 clusters Score -6963119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -6963116.000000 Penalty: 5429.594238
	Iteration 63Q: 3 clusters Score -6963116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -6963122.500000 Penalty: 5429.594238
	Iteration 64Q: 3 clusters Score -6963122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -6963122.000000 Penalty: 5429.594238
	Iteration 65Q: 3 clusters Score -6963122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -6963121.500000 Penalty: 5429.594238
	Iteration 66Q: 3 clusters Score -6963122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -6963121.500000 Penalty: 5429.594238
	Iteration 67Q: 3 clusters Score -6963122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -6963117.000000 Penalty: 5429.594238
	Iteration 68Q: 3 clusters Score -6963117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -6963118.000000 Penalty: 5429.594238
	Iteration 69Q: 3 clusters Score -6963118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -6963121.500000 Penalty: 5429.594238
	Iteration 70Q: 3 clusters Score -6963122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -6963121.500000 Penalty: 5429.594238
	Iteration 71F: 3 clusters Score -6963122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Entering Unmasked Estep 
Score: -21255290.000000 Penalty: 2987.490479
	Iteration 0F: 2 clusters Score -2.125529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -21143534.000000 Penalty: 5974.980957
	Iteration 0F: 3 clusters Score -2.114353e+07 nChanged 81700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -21190400.000000 Penalty: 5974.980957
	Iteration 1F: 3 clusters Score -2.11904e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -21191154.000000 Penalty: 5974.980957
	Iteration 2Q: 3 clusters Score -2.119115e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -21191942.000000 Penalty: 5974.980957
	Iteration 3Q: 3 clusters Score -2.119194e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -21192970.000000 Penalty: 5974.980957
	Iteration 4Q: 3 clusters Score -2.119297e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -21194394.000000 Penalty: 5974.980957
	Iteration 5Q: 3 clusters Score -2.119439e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -21197102.000000 Penalty: 5974.980957
	Iteration 6Q: 3 clusters Score -2.11971e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -21202338.000000 Penalty: 5974.980957
	Iteration 7F: 3 clusters Score -2.120234e+07 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -21211724.000000 Penalty: 5974.980957
	Iteration 8F: 3 clusters Score -2.121172e+07 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140058 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -21225088.000000 Penalty: 5974.980957
	Iteration 9F: 3 clusters Score -2.122509e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -21238388.000000 Penalty: 5974.980957
	Iteration 10F: 3 clusters Score -2.123839e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163387 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -21247046.000000 Penalty: 5974.980957
	Iteration 11F: 3 clusters Score -2.124705e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167856 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -21250746.000000 Penalty: 5974.980957
	Iteration 12Q: 3 clusters Score -2.125075e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21251906.000000 Penalty: 5974.980957
	Iteration 13Q: 3 clusters Score -2.125191e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169974 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21252334.000000 Penalty: 5974.980957
	Iteration 14Q: 3 clusters Score -2.125233e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170121 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21252576.000000 Penalty: 5974.980957
	Iteration 15Q: 3 clusters Score -2.125258e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21252650.000000 Penalty: 5974.980957
	Iteration 16Q: 3 clusters Score -2.125265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21252654.000000 Penalty: 5974.980957
	Iteration 17Q: 3 clusters Score -2.125265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21252678.000000 Penalty: 5974.980957
	Iteration 18Q: 3 clusters Score -2.125268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21252702.000000 Penalty: 5974.980957
	Iteration 19Q: 3 clusters Score -2.12527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21252706.000000 Penalty: 5974.980957
	Iteration 20F: 3 clusters Score -2.125271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21252720.000000 Penalty: 5974.980957
	Iteration 21Q: 3 clusters Score -2.125272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170220 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21252736.000000 Penalty: 5974.980957
	Iteration 22Q: 3 clusters Score -2.125274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21252728.000000 Penalty: 5974.980957
	Iteration 23Q: 3 clusters Score -2.125273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21252724.000000 Penalty: 5974.980957
	Iteration 24Q: 3 clusters Score -2.125272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21252726.000000 Penalty: 5974.980957
	Iteration 25Q: 3 clusters Score -2.125273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21252750.000000 Penalty: 5974.980957
	Iteration 26Q: 3 clusters Score -2.125275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21252750.000000 Penalty: 5974.980957
	Iteration 27Q: 3 clusters Score -2.125275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21252740.000000 Penalty: 5974.980957
	Iteration 28Q: 3 clusters Score -2.125274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21252736.000000 Penalty: 5974.980957
	Iteration 29Q: 3 clusters Score -2.125274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21252752.000000 Penalty: 5974.980957
	Iteration 30Q: 3 clusters Score -2.125275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21252764.000000 Penalty: 5974.980957
	Iteration 31Q: 3 clusters Score -2.125276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21252768.000000 Penalty: 5974.980957
	Iteration 32Q: 3 clusters Score -2.125277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21252798.000000 Penalty: 5974.980957
	Iteration 33Q: 3 clusters Score -2.12528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21252792.000000 Penalty: 5974.980957
	Iteration 34Q: 3 clusters Score -2.125279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21252802.000000 Penalty: 5974.980957
	Iteration 35Q: 3 clusters Score -2.12528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21252806.000000 Penalty: 5974.980957
	Iteration 36Q: 3 clusters Score -2.125281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21252810.000000 Penalty: 5974.980957
	Iteration 37Q: 3 clusters Score -2.125281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21252810.000000 Penalty: 5974.980957
	Iteration 38F: 3 clusters Score -2.125281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -24578.888672 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -24578.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23385.072266 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -23385.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23564.679688 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -23564.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23654.251953 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -23654.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23709.167969 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -23709.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23723.470703 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -23723.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23752.351562 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -23752.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23769.117188 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -23769.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23769.117188 Penalty: 2750.407959
	Iteration 7F: 3 clusters Score -23769.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Entering Unmasked Estep 
Score: -2457285.750000 Penalty: 2456.906494
	Iteration 0F: 2 clusters Score -2457286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2443220.500000 Penalty: 4913.812988
	Iteration 0F: 3 clusters Score -2443220 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2447852.750000 Penalty: 4913.812988
	Iteration 1F: 3 clusters Score -2447853 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2448232.500000 Penalty: 4913.812988
	Iteration 2F: 3 clusters Score -2448232 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2448530.250000 Penalty: 4913.812988
	Iteration 3Q: 3 clusters Score -2448530 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2448824.750000 Penalty: 4913.812988
	Iteration 4Q: 3 clusters Score -2448825 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2449122.750000 Penalty: 4913.812988
	Iteration 5Q: 3 clusters Score -2449123 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2449439.250000 Penalty: 4913.812988
	Iteration 6Q: 3 clusters Score -2449439 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2449818.250000 Penalty: 4913.812988
	Iteration 7Q: 3 clusters Score -2449818 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2450232.500000 Penalty: 4913.812988
	Iteration 8Q: 3 clusters Score -2450232 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2450685.250000 Penalty: 4913.812988
	Iteration 9Q: 3 clusters Score -2450685 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2451176.000000 Penalty: 4913.812988
	Iteration 10Q: 3 clusters Score -2451176 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2451736.500000 Penalty: 4913.812988
	Iteration 11Q: 3 clusters Score -2451736 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2452280.000000 Penalty: 4913.812988
	Iteration 12Q: 3 clusters Score -2452280 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2452839.750000 Penalty: 4913.812988
	Iteration 13Q: 3 clusters Score -2452840 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2453389.250000 Penalty: 4913.812988
	Iteration 14Q: 3 clusters Score -2453389 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2453835.250000 Penalty: 4913.812988
	Iteration 15Q: 3 clusters Score -2453835 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2454202.500000 Penalty: 4913.812988
	Iteration 16Q: 3 clusters Score -2454202 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2454497.750000 Penalty: 4913.812988
	Iteration 17Q: 3 clusters Score -2454498 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2454723.000000 Penalty: 4913.812988
	Iteration 18Q: 3 clusters Score -2454723 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2454873.000000 Penalty: 4913.812988
	Iteration 19Q: 3 clusters Score -2454873 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2455000.500000 Penalty: 4913.812988
	Iteration 20F: 3 clusters Score -2455000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2455088.750000 Penalty: 4913.812988
	Iteration 21Q: 3 clusters Score -2455089 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2455154.500000 Penalty: 4913.812988
	Iteration 22Q: 3 clusters Score -2455154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2455206.250000 Penalty: 4913.812988
	Iteration 23Q: 3 clusters Score -2455206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2455239.500000 Penalty: 4913.812988
	Iteration 24Q: 3 clusters Score -2455240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2455263.000000 Penalty: 4913.812988
	Iteration 25Q: 3 clusters Score -2455263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2455274.500000 Penalty: 4913.812988
	Iteration 26Q: 3 clusters Score -2455274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2455289.750000 Penalty: 4913.812988
	Iteration 27Q: 3 clusters Score -2455290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2455305.250000 Penalty: 4913.812988
	Iteration 28Q: 3 clusters Score -2455305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2455312.500000 Penalty: 4913.812988
	Iteration 29Q: 3 clusters Score -2455312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2455324.750000 Penalty: 4913.812988
	Iteration 30Q: 3 clusters Score -2455325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2455337.000000 Penalty: 4913.812988
	Iteration 31Q: 3 clusters Score -2455337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2455341.750000 Penalty: 4913.812988
	Iteration 32Q: 3 clusters Score -2455342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2455352.750000 Penalty: 4913.812988
	Iteration 33Q: 3 clusters Score -2455353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2455358.000000 Penalty: 4913.812988
	Iteration 34Q: 3 clusters Score -2455358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2455358.250000 Penalty: 4913.812988
	Iteration 35Q: 3 clusters Score -2455358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2455361.250000 Penalty: 4913.812988
	Iteration 36Q: 3 clusters Score -2455361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2455364.250000 Penalty: 4913.812988
	Iteration 37Q: 3 clusters Score -2455364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2455367.000000 Penalty: 4913.812988
	Iteration 38Q: 3 clusters Score -2455367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2455373.250000 Penalty: 4913.812988
	Iteration 39Q: 3 clusters Score -2455373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2455373.750000 Penalty: 4913.812988
	Iteration 40F: 3 clusters Score -2455374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2455373.000000 Penalty: 4913.812988
	Iteration 41Q: 3 clusters Score -2455373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2455379.250000 Penalty: 4913.812988
	Iteration 42Q: 3 clusters Score -2455379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2455379.250000 Penalty: 4913.812988
	Iteration 43Q: 3 clusters Score -2455379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2455379.000000 Penalty: 4913.812988
	Iteration 44Q: 3 clusters Score -2455379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2455383.500000 Penalty: 4913.812988
	Iteration 45Q: 3 clusters Score -2455384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2455388.750000 Penalty: 4913.812988
	Iteration 46Q: 3 clusters Score -2455389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2455392.000000 Penalty: 4913.812988
	Iteration 47Q: 3 clusters Score -2455392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2455395.000000 Penalty: 4913.812988
	Iteration 48Q: 3 clusters Score -2455395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2455393.500000 Penalty: 4913.812988
	Iteration 49Q: 3 clusters Score -2455394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2455395.000000 Penalty: 4913.812988
	Iteration 50Q: 3 clusters Score -2455395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2455394.750000 Penalty: 4913.812988
	Iteration 51Q: 3 clusters Score -2455395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2455394.750000 Penalty: 4913.812988
	Iteration 52F: 3 clusters Score -2455395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1356058.750000 Penalty: 2314.956787
	Iteration 0F: 2 clusters Score -1356059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1347500.375000 Penalty: 4629.913574
	Iteration 0F: 3 clusters Score -1347500 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1350141.000000 Penalty: 4629.913574
	Iteration 1F: 3 clusters Score -1350141 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1350536.375000 Penalty: 4629.913574
	Iteration 2F: 3 clusters Score -1350536 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1350824.625000 Penalty: 4629.913574
	Iteration 3F: 3 clusters Score -1350825 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1351076.500000 Penalty: 4629.913574
	Iteration 4Q: 3 clusters Score -1351076 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1351290.625000 Penalty: 4629.913574
	Iteration 5Q: 3 clusters Score -1351291 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1351502.875000 Penalty: 4629.913574
	Iteration 6Q: 3 clusters Score -1351503 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1351729.375000 Penalty: 4629.913574
	Iteration 7Q: 3 clusters Score -1351729 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1351959.500000 Penalty: 4629.913574
	Iteration 8Q: 3 clusters Score -1351960 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1352211.500000 Penalty: 4629.913574
	Iteration 9Q: 3 clusters Score -1352212 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1352465.875000 Penalty: 4629.913574
	Iteration 10Q: 3 clusters Score -1352466 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1352737.375000 Penalty: 4629.913574
	Iteration 11Q: 3 clusters Score -1352737 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1353035.875000 Penalty: 4629.913574
	Iteration 12Q: 3 clusters Score -1353036 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1353261.250000 Penalty: 4629.913574
	Iteration 13Q: 3 clusters Score -1353261 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1353433.500000 Penalty: 4629.913574
	Iteration 14Q: 3 clusters Score -1353434 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1353590.500000 Penalty: 4629.913574
	Iteration 15Q: 3 clusters Score -1353590 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1353710.125000 Penalty: 4629.913574
	Iteration 16Q: 3 clusters Score -1353710 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1353812.875000 Penalty: 4629.913574
	Iteration 17Q: 3 clusters Score -1353813 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1353884.625000 Penalty: 4629.913574
	Iteration 18Q: 3 clusters Score -1353885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1353940.000000 Penalty: 4629.913574
	Iteration 19Q: 3 clusters Score -1353940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1353981.875000 Penalty: 4629.913574
	Iteration 20F: 3 clusters Score -1353982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1354018.750000 Penalty: 4629.913574
	Iteration 21Q: 3 clusters Score -1354019 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1354048.750000 Penalty: 4629.913574
	Iteration 22Q: 3 clusters Score -1354049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1354074.250000 Penalty: 4629.913574
	Iteration 23Q: 3 clusters Score -1354074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1354095.250000 Penalty: 4629.913574
	Iteration 24Q: 3 clusters Score -1354095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1354120.000000 Penalty: 4629.913574
	Iteration 25Q: 3 clusters Score -1354120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1354140.375000 Penalty: 4629.913574
	Iteration 26Q: 3 clusters Score -1354140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1354159.875000 Penalty: 4629.913574
	Iteration 27Q: 3 clusters Score -1354160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1354178.750000 Penalty: 4629.913574
	Iteration 28Q: 3 clusters Score -1354179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1354193.625000 Penalty: 4629.913574
	Iteration 29Q: 3 clusters Score -1354194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1354207.000000 Penalty: 4629.913574
	Iteration 30Q: 3 clusters Score -1354207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1354231.125000 Penalty: 4629.913574
	Iteration 31Q: 3 clusters Score -1354231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1354265.125000 Penalty: 4629.913574
	Iteration 32Q: 3 clusters Score -1354265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1354280.750000 Penalty: 4629.913574
	Iteration 33Q: 3 clusters Score -1354281 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1354309.625000 Penalty: 4629.913574
	Iteration 34Q: 3 clusters Score -1354310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1354333.875000 Penalty: 4629.913574
	Iteration 35Q: 3 clusters Score -1354334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1354366.250000 Penalty: 4629.913574
	Iteration 36Q: 3 clusters Score -1354366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1354406.750000 Penalty: 4629.913574
	Iteration 37Q: 3 clusters Score -1354407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1354453.375000 Penalty: 4629.913574
	Iteration 38Q: 3 clusters Score -1354453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1354502.250000 Penalty: 4629.913574
	Iteration 39Q: 3 clusters Score -1354502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1354537.375000 Penalty: 4629.913574
	Iteration 40F: 3 clusters Score -1354537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1354576.875000 Penalty: 4629.913574
	Iteration 41Q: 3 clusters Score -1354577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1354611.125000 Penalty: 4629.913574
	Iteration 42Q: 3 clusters Score -1354611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1354638.750000 Penalty: 4629.913574
	Iteration 43Q: 3 clusters Score -1354639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1354668.875000 Penalty: 4629.913574
	Iteration 44Q: 3 clusters Score -1354669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1354698.000000 Penalty: 4629.913574
	Iteration 45Q: 3 clusters Score -1354698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1354747.250000 Penalty: 4629.913574
	Iteration 46Q: 3 clusters Score -1354747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1354802.500000 Penalty: 4629.913574
	Iteration 47Q: 3 clusters Score -1354802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1354841.750000 Penalty: 4629.913574
	Iteration 48Q: 3 clusters Score -1354842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1354886.375000 Penalty: 4629.913574
	Iteration 49Q: 3 clusters Score -1354886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1354933.625000 Penalty: 4629.913574
	Iteration 50Q: 3 clusters Score -1354934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1354967.375000 Penalty: 4629.913574
	Iteration 51Q: 3 clusters Score -1354967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1355004.375000 Penalty: 4629.913574
	Iteration 52Q: 3 clusters Score -1355004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1355029.500000 Penalty: 4629.913574
	Iteration 53Q: 3 clusters Score -1355030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1355063.000000 Penalty: 4629.913574
	Iteration 54Q: 3 clusters Score -1355063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1355090.125000 Penalty: 4629.913574
	Iteration 55Q: 3 clusters Score -1355090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1355109.500000 Penalty: 4629.913574
	Iteration 56Q: 3 clusters Score -1355110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1355129.500000 Penalty: 4629.913574
	Iteration 57Q: 3 clusters Score -1355130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1355152.500000 Penalty: 4629.913574
	Iteration 58Q: 3 clusters Score -1355152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1355174.375000 Penalty: 4629.913574
	Iteration 59Q: 3 clusters Score -1355174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1355200.875000 Penalty: 4629.913574
	Iteration 60F: 3 clusters Score -1355201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1355219.875000 Penalty: 4629.913574
	Iteration 61Q: 3 clusters Score -1355220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1355238.125000 Penalty: 4629.913574
	Iteration 62Q: 3 clusters Score -1355238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1355252.125000 Penalty: 4629.913574
	Iteration 63Q: 3 clusters Score -1355252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1355258.625000 Penalty: 4629.913574
	Iteration 64Q: 3 clusters Score -1355259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1355275.000000 Penalty: 4629.913574
	Iteration 65Q: 3 clusters Score -1355275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1355284.875000 Penalty: 4629.913574
	Iteration 66Q: 3 clusters Score -1355285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1355296.625000 Penalty: 4629.913574
	Iteration 67Q: 3 clusters Score -1355297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1355304.125000 Penalty: 4629.913574
	Iteration 68Q: 3 clusters Score -1355304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1355310.500000 Penalty: 4629.913574
	Iteration 69Q: 3 clusters Score -1355310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1355316.125000 Penalty: 4629.913574
	Iteration 70Q: 3 clusters Score -1355316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1355315.375000 Penalty: 4629.913574
	Iteration 71Q: 3 clusters Score -1355315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1355314.375000 Penalty: 4629.913574
	Iteration 72Q: 3 clusters Score -1355314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1355314.875000 Penalty: 4629.913574
	Iteration 73Q: 3 clusters Score -1355315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1355314.875000 Penalty: 4629.913574
	Iteration 74F: 3 clusters Score -1355315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Entering Unmasked Estep 
Score: -708832.062500 Penalty: 2152.764404
	Iteration 0F: 2 clusters Score -708832.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -703754.187500 Penalty: 4305.528809
	Iteration 0F: 3 clusters Score -703754.2 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -705222.625000 Penalty: 4305.528809
	Iteration 1F: 3 clusters Score -705222.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -705771.312500 Penalty: 4305.528809
	Iteration 2F: 3 clusters Score -705771.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -706372.937500 Penalty: 4305.528809
	Iteration 3F: 3 clusters Score -706372.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -706907.875000 Penalty: 4305.528809
	Iteration 4F: 3 clusters Score -706907.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -707363.937500 Penalty: 4305.528809
	Iteration 5F: 3 clusters Score -707363.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -707643.937500 Penalty: 4305.528809
	Iteration 6F: 3 clusters Score -707643.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -707788.500000 Penalty: 4305.528809
	Iteration 7Q: 3 clusters Score -707788.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -707905.187500 Penalty: 4305.528809
	Iteration 8Q: 3 clusters Score -707905.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -708001.875000 Penalty: 4305.528809
	Iteration 9Q: 3 clusters Score -708001.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -708069.125000 Penalty: 4305.528809
	Iteration 10Q: 3 clusters Score -708069.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -708131.937500 Penalty: 4305.528809
	Iteration 11Q: 3 clusters Score -708131.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -708198.250000 Penalty: 4305.528809
	Iteration 12Q: 3 clusters Score -708198.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -708251.750000 Penalty: 4305.528809
	Iteration 13Q: 3 clusters Score -708251.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -708291.500000 Penalty: 4305.528809
	Iteration 14Q: 3 clusters Score -708291.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -708331.687500 Penalty: 4305.528809
	Iteration 15Q: 3 clusters Score -708331.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -708365.312500 Penalty: 4305.528809
	Iteration 16Q: 3 clusters Score -708365.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -708387.500000 Penalty: 4305.528809
	Iteration 17Q: 3 clusters Score -708387.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -708400.500000 Penalty: 4305.528809
	Iteration 18Q: 3 clusters Score -708400.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -708415.437500 Penalty: 4305.528809
	Iteration 19Q: 3 clusters Score -708415.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -708421.375000 Penalty: 4305.528809
	Iteration 20F: 3 clusters Score -708421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -708424.375000 Penalty: 4305.528809
	Iteration 21Q: 3 clusters Score -708424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -708427.000000 Penalty: 4305.528809
	Iteration 22Q: 3 clusters Score -708427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -708429.750000 Penalty: 4305.528809
	Iteration 23Q: 3 clusters Score -708429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -708430.937500 Penalty: 4305.528809
	Iteration 24Q: 3 clusters Score -708430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -708431.687500 Penalty: 4305.528809
	Iteration 25Q: 3 clusters Score -708431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -708431.937500 Penalty: 4305.528809
	Iteration 26Q: 3 clusters Score -708431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -708432.375000 Penalty: 4305.528809
	Iteration 27Q: 3 clusters Score -708432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -708434.500000 Penalty: 4305.528809
	Iteration 28Q: 3 clusters Score -708434.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -708434.500000 Penalty: 4305.528809
	Iteration 29F: 3 clusters Score -708434.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169961 members 
Entering Unmasked Estep 
Score: -21100744.000000 Penalty: 2986.744385
	Iteration 0F: 2 clusters Score -2.110074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -20988376.000000 Penalty: 5973.488770
	Iteration 0F: 3 clusters Score -2.098838e+07 nChanged 81583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 81662 members 
Entering Unmasked Estep 
Score: -21036486.000000 Penalty: 5973.488770
	Iteration 1F: 3 clusters Score -2.103649e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -21037992.000000 Penalty: 5973.488770
	Iteration 2Q: 3 clusters Score -2.103799e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -21040744.000000 Penalty: 5973.488770
	Iteration 3Q: 3 clusters Score -2.104074e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -21045378.000000 Penalty: 5973.488770
	Iteration 4F: 3 clusters Score -2.104538e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -21052232.000000 Penalty: 5973.488770
	Iteration 5F: 3 clusters Score -2.105223e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -21061208.000000 Penalty: 5973.488770
	Iteration 6F: 3 clusters Score -2.106121e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128097 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -21070210.000000 Penalty: 5973.488770
	Iteration 7F: 3 clusters Score -2.107021e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137057 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -21078066.000000 Penalty: 5973.488770
	Iteration 8F: 3 clusters Score -2.107807e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144048 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -21084990.000000 Penalty: 5973.488770
	Iteration 9Q: 3 clusters Score -2.108499e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -21090710.000000 Penalty: 5973.488770
	Iteration 10Q: 3 clusters Score -2.109071e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151562 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -21094540.000000 Penalty: 5973.488770
	Iteration 11Q: 3 clusters Score -2.109454e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -21096130.000000 Penalty: 5973.488770
	Iteration 12Q: 3 clusters Score -2.109613e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -21096668.000000 Penalty: 5973.488770
	Iteration 13Q: 3 clusters Score -2.109667e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -21097100.000000 Penalty: 5973.488770
	Iteration 14Q: 3 clusters Score -2.10971e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -21097370.000000 Penalty: 5973.488770
	Iteration 15Q: 3 clusters Score -2.109737e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -21097514.000000 Penalty: 5973.488770
	Iteration 16Q: 3 clusters Score -2.109751e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157742 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -21097560.000000 Penalty: 5973.488770
	Iteration 17Q: 3 clusters Score -2.109756e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -21097756.000000 Penalty: 5973.488770
	Iteration 18Q: 3 clusters Score -2.109776e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159309 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -21097990.000000 Penalty: 5973.488770
	Iteration 19Q: 3 clusters Score -2.109799e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -21098194.000000 Penalty: 5973.488770
	Iteration 20F: 3 clusters Score -2.109819e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160576 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -21098314.000000 Penalty: 5973.488770
	Iteration 21Q: 3 clusters Score -2.109831e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161127 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -21098494.000000 Penalty: 5973.488770
	Iteration 22Q: 3 clusters Score -2.109849e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -21098524.000000 Penalty: 5973.488770
	Iteration 23Q: 3 clusters Score -2.109852e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162122 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -21098636.000000 Penalty: 5973.488770
	Iteration 24Q: 3 clusters Score -2.109864e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -21098696.000000 Penalty: 5973.488770
	Iteration 25Q: 3 clusters Score -2.10987e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162930 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -21098720.000000 Penalty: 5973.488770
	Iteration 26Q: 3 clusters Score -2.109872e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163268 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -21098834.000000 Penalty: 5973.488770
	Iteration 27Q: 3 clusters Score -2.109883e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163557 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -21098822.000000 Penalty: 5973.488770
	Iteration 28Q: 3 clusters Score -2.109882e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -21098772.000000 Penalty: 5973.488770
	Iteration 29Q: 3 clusters Score -2.109877e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -21098786.000000 Penalty: 5973.488770
	Iteration 30Q: 3 clusters Score -2.109879e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -21098792.000000 Penalty: 5973.488770
	Iteration 31Q: 3 clusters Score -2.109879e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164407 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -21098838.000000 Penalty: 5973.488770
	Iteration 32Q: 3 clusters Score -2.109884e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164595 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -21098850.000000 Penalty: 5973.488770
	Iteration 33Q: 3 clusters Score -2.109885e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -21098852.000000 Penalty: 5973.488770
	Iteration 34Q: 3 clusters Score -2.109885e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -21098936.000000 Penalty: 5973.488770
	Iteration 35Q: 3 clusters Score -2.109894e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -21098946.000000 Penalty: 5973.488770
	Iteration 36Q: 3 clusters Score -2.109895e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165236 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -21098996.000000 Penalty: 5973.488770
	Iteration 37Q: 3 clusters Score -2.1099e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -21098992.000000 Penalty: 5973.488770
	Iteration 38Q: 3 clusters Score -2.109899e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165502 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -21098962.000000 Penalty: 5973.488770
	Iteration 39Q: 3 clusters Score -2.109896e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -21099016.000000 Penalty: 5973.488770
	Iteration 40F: 3 clusters Score -2.109902e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165736 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -21099036.000000 Penalty: 5973.488770
	Iteration 41Q: 3 clusters Score -2.109904e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -21099054.000000 Penalty: 5973.488770
	Iteration 42Q: 3 clusters Score -2.109905e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -21099058.000000 Penalty: 5973.488770
	Iteration 43Q: 3 clusters Score -2.109906e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166070 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -21099034.000000 Penalty: 5973.488770
	Iteration 44Q: 3 clusters Score -2.109903e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -21099082.000000 Penalty: 5973.488770
	Iteration 45Q: 3 clusters Score -2.109908e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -21099122.000000 Penalty: 5973.488770
	Iteration 46Q: 3 clusters Score -2.109912e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166385 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21099110.000000 Penalty: 5973.488770
	Iteration 47Q: 3 clusters Score -2.109911e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -21099096.000000 Penalty: 5973.488770
	Iteration 48Q: 3 clusters Score -2.10991e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166542 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -21099100.000000 Penalty: 5973.488770
	Iteration 49Q: 3 clusters Score -2.10991e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166598 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21099092.000000 Penalty: 5973.488770
	Iteration 50Q: 3 clusters Score -2.109909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21099142.000000 Penalty: 5973.488770
	Iteration 51Q: 3 clusters Score -2.109914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21099126.000000 Penalty: 5973.488770
	Iteration 52Q: 3 clusters Score -2.109913e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -21099130.000000 Penalty: 5973.488770
	Iteration 53Q: 3 clusters Score -2.109913e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166745 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21099160.000000 Penalty: 5973.488770
	Iteration 54Q: 3 clusters Score -2.109916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -21099132.000000 Penalty: 5973.488770
	Iteration 55Q: 3 clusters Score -2.109913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -21099132.000000 Penalty: 5973.488770
	Iteration 56Q: 3 clusters Score -2.109913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166835 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -21099138.000000 Penalty: 5973.488770
	Iteration 57Q: 3 clusters Score -2.109914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -21099130.000000 Penalty: 5973.488770
	Iteration 58Q: 3 clusters Score -2.109913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -21099188.000000 Penalty: 5973.488770
	Iteration 59Q: 3 clusters Score -2.109919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21099188.000000 Penalty: 5973.488770
	Iteration 60F: 3 clusters Score -2.109919e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166980 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -21099196.000000 Penalty: 5973.488770
	Iteration 61Q: 3 clusters Score -2.10992e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -21099178.000000 Penalty: 5973.488770
	Iteration 62Q: 3 clusters Score -2.109918e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167066 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21099184.000000 Penalty: 5973.488770
	Iteration 63Q: 3 clusters Score -2.109918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -21099202.000000 Penalty: 5973.488770
	Iteration 64Q: 3 clusters Score -2.10992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167123 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -21099182.000000 Penalty: 5973.488770
	Iteration 65Q: 3 clusters Score -2.109918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21099194.000000 Penalty: 5973.488770
	Iteration 66Q: 3 clusters Score -2.109919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21099180.000000 Penalty: 5973.488770
	Iteration 67Q: 3 clusters Score -2.109918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167186 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21099164.000000 Penalty: 5973.488770
	Iteration 68Q: 3 clusters Score -2.109916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -21099158.000000 Penalty: 5973.488770
	Iteration 69Q: 3 clusters Score -2.109916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21099158.000000 Penalty: 5973.488770
	Iteration 70Q: 3 clusters Score -2.109916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -21099134.000000 Penalty: 5973.488770
	Iteration 71Q: 3 clusters Score -2.109913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -21099150.000000 Penalty: 5973.488770
	Iteration 72Q: 3 clusters Score -2.109915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -21099158.000000 Penalty: 5973.488770
	Iteration 73Q: 3 clusters Score -2.109916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167279 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21099148.000000 Penalty: 5973.488770
	Iteration 74Q: 3 clusters Score -2.109915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21099134.000000 Penalty: 5973.488770
	Iteration 75Q: 3 clusters Score -2.109913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21099110.000000 Penalty: 5973.488770
	Iteration 76Q: 3 clusters Score -2.109911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -21099128.000000 Penalty: 5973.488770
	Iteration 77Q: 3 clusters Score -2.109913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21099136.000000 Penalty: 5973.488770
	Iteration 78Q: 3 clusters Score -2.109914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -21099158.000000 Penalty: 5973.488770
	Iteration 79Q: 3 clusters Score -2.109916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21099168.000000 Penalty: 5973.488770
	Iteration 80F: 3 clusters Score -2.109917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -21099164.000000 Penalty: 5973.488770
	Iteration 81Q: 3 clusters Score -2.109916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -21099146.000000 Penalty: 5973.488770
	Iteration 82Q: 3 clusters Score -2.109915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21099148.000000 Penalty: 5973.488770
	Iteration 83Q: 3 clusters Score -2.109915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21099138.000000 Penalty: 5973.488770
	Iteration 84Q: 3 clusters Score -2.109914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -21099148.000000 Penalty: 5973.488770
	Iteration 85Q: 3 clusters Score -2.109915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21099134.000000 Penalty: 5973.488770
	Iteration 86Q: 3 clusters Score -2.109913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167349 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21099148.000000 Penalty: 5973.488770
	Iteration 87Q: 3 clusters Score -2.109915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21099158.000000 Penalty: 5973.488770
	Iteration 88Q: 3 clusters Score -2.109916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167365 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -21099166.000000 Penalty: 5973.488770
	Iteration 89Q: 3 clusters Score -2.109917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167374 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21099140.000000 Penalty: 5973.488770
	Iteration 90Q: 3 clusters Score -2.109914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167387 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21099144.000000 Penalty: 5973.488770
	Iteration 91Q: 3 clusters Score -2.109914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167399 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -21099162.000000 Penalty: 5973.488770
	Iteration 92Q: 3 clusters Score -2.109916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167411 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21099150.000000 Penalty: 5973.488770
	Iteration 93Q: 3 clusters Score -2.109915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21099160.000000 Penalty: 5973.488770
	Iteration 94Q: 3 clusters Score -2.109916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21099156.000000 Penalty: 5973.488770
	Iteration 95Q: 3 clusters Score -2.109916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -21099152.000000 Penalty: 5973.488770
	Iteration 96Q: 3 clusters Score -2.109915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21099150.000000 Penalty: 5973.488770
	Iteration 97Q: 3 clusters Score -2.109915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -21099174.000000 Penalty: 5973.488770
	Iteration 98Q: 3 clusters Score -2.109917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -21099168.000000 Penalty: 5973.488770
	Iteration 99Q: 3 clusters Score -2.109917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21099184.000000 Penalty: 5973.488770
	Iteration 100F: 3 clusters Score -2.109918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21099176.000000 Penalty: 5973.488770
	Iteration 101Q: 3 clusters Score -2.109918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21099182.000000 Penalty: 5973.488770
	Iteration 102Q: 3 clusters Score -2.109918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21099190.000000 Penalty: 5973.488770
	Iteration 103Q: 3 clusters Score -2.109919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21099196.000000 Penalty: 5973.488770
	Iteration 104Q: 3 clusters Score -2.10992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21099198.000000 Penalty: 5973.488770
	Iteration 105Q: 3 clusters Score -2.10992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21099198.000000 Penalty: 5973.488770
	Iteration 106Q: 3 clusters Score -2.10992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21099204.000000 Penalty: 5973.488770
	Iteration 107Q: 3 clusters Score -2.10992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21099204.000000 Penalty: 5973.488770
	Iteration 108F: 3 clusters Score -2.10992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Entering Unmasked Estep 
Score: -3471410.250000 Penalty: 2542.100586
	Iteration 0F: 2 clusters Score -3471410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3451937.750000 Penalty: 5084.201172
	Iteration 0F: 3 clusters Score -3451938 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3458816.500000 Penalty: 5084.201172
	Iteration 1F: 3 clusters Score -3458816 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3459299.750000 Penalty: 5084.201172
	Iteration 2F: 3 clusters Score -3459300 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3459816.500000 Penalty: 5084.201172
	Iteration 3Q: 3 clusters Score -3459816 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3460357.000000 Penalty: 5084.201172
	Iteration 4Q: 3 clusters Score -3460357 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3460915.250000 Penalty: 5084.201172
	Iteration 5Q: 3 clusters Score -3460915 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3461446.750000 Penalty: 5084.201172
	Iteration 6Q: 3 clusters Score -3461447 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3462117.500000 Penalty: 5084.201172
	Iteration 7Q: 3 clusters Score -3462118 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3462899.500000 Penalty: 5084.201172
	Iteration 8Q: 3 clusters Score -3462900 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3463632.250000 Penalty: 5084.201172
	Iteration 9Q: 3 clusters Score -3463632 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3464324.500000 Penalty: 5084.201172
	Iteration 10Q: 3 clusters Score -3464324 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3464992.500000 Penalty: 5084.201172
	Iteration 11Q: 3 clusters Score -3464992 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3465619.750000 Penalty: 5084.201172
	Iteration 12Q: 3 clusters Score -3465620 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3466169.500000 Penalty: 5084.201172
	Iteration 13Q: 3 clusters Score -3466170 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3466676.750000 Penalty: 5084.201172
	Iteration 14Q: 3 clusters Score -3466677 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3467194.000000 Penalty: 5084.201172
	Iteration 15Q: 3 clusters Score -3467194 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3467799.000000 Penalty: 5084.201172
	Iteration 16Q: 3 clusters Score -3467799 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3468475.500000 Penalty: 5084.201172
	Iteration 17Q: 3 clusters Score -3468476 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3469021.500000 Penalty: 5084.201172
	Iteration 18Q: 3 clusters Score -3469022 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3469345.500000 Penalty: 5084.201172
	Iteration 19Q: 3 clusters Score -3469346 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3469531.750000 Penalty: 5084.201172
	Iteration 20F: 3 clusters Score -3469532 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3469648.250000 Penalty: 5084.201172
	Iteration 21Q: 3 clusters Score -3469648 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3469737.250000 Penalty: 5084.201172
	Iteration 22Q: 3 clusters Score -3469737 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3469772.000000 Penalty: 5084.201172
	Iteration 23Q: 3 clusters Score -3469772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3469790.250000 Penalty: 5084.201172
	Iteration 24Q: 3 clusters Score -3469790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3469807.250000 Penalty: 5084.201172
	Iteration 25Q: 3 clusters Score -3469807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3469824.250000 Penalty: 5084.201172
	Iteration 26Q: 3 clusters Score -3469824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3469826.250000 Penalty: 5084.201172
	Iteration 27Q: 3 clusters Score -3469826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3469827.000000 Penalty: 5084.201172
	Iteration 28Q: 3 clusters Score -3469827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3469839.500000 Penalty: 5084.201172
	Iteration 29Q: 3 clusters Score -3469840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3469847.000000 Penalty: 5084.201172
	Iteration 30Q: 3 clusters Score -3469847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3469845.000000 Penalty: 5084.201172
	Iteration 31Q: 3 clusters Score -3469845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3469845.750000 Penalty: 5084.201172
	Iteration 32Q: 3 clusters Score -3469846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3469853.750000 Penalty: 5084.201172
	Iteration 33Q: 3 clusters Score -3469854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3469857.250000 Penalty: 5084.201172
	Iteration 34Q: 3 clusters Score -3469857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3469861.500000 Penalty: 5084.201172
	Iteration 35Q: 3 clusters Score -3469862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3469849.750000 Penalty: 5084.201172
	Iteration 36Q: 3 clusters Score -3469850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3469854.250000 Penalty: 5084.201172
	Iteration 37Q: 3 clusters Score -3469854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3469856.000000 Penalty: 5084.201172
	Iteration 38Q: 3 clusters Score -3469856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3469853.000000 Penalty: 5084.201172
	Iteration 39Q: 3 clusters Score -3469853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3469853.000000 Penalty: 5084.201172
	Iteration 40F: 3 clusters Score -3469853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Entering Unmasked Estep 
Score: -1422593.375000 Penalty: 2327.929199
	Iteration 0F: 2 clusters Score -1422593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1413620.375000 Penalty: 4655.858398
	Iteration 0F: 3 clusters Score -1413620 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1416363.250000 Penalty: 4655.858398
	Iteration 1F: 3 clusters Score -1416363 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1416704.125000 Penalty: 4655.858398
	Iteration 2F: 3 clusters Score -1416704 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1416963.750000 Penalty: 4655.858398
	Iteration 3F: 3 clusters Score -1416964 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1417188.000000 Penalty: 4655.858398
	Iteration 4Q: 3 clusters Score -1417188 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1417392.625000 Penalty: 4655.858398
	Iteration 5Q: 3 clusters Score -1417393 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1417589.875000 Penalty: 4655.858398
	Iteration 6Q: 3 clusters Score -1417590 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1417780.000000 Penalty: 4655.858398
	Iteration 7Q: 3 clusters Score -1417780 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1417965.875000 Penalty: 4655.858398
	Iteration 8Q: 3 clusters Score -1417966 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1418132.000000 Penalty: 4655.858398
	Iteration 9Q: 3 clusters Score -1418132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1418306.125000 Penalty: 4655.858398
	Iteration 10Q: 3 clusters Score -1418306 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1418476.000000 Penalty: 4655.858398
	Iteration 11Q: 3 clusters Score -1418476 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1418630.500000 Penalty: 4655.858398
	Iteration 12Q: 3 clusters Score -1418630 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1418808.625000 Penalty: 4655.858398
	Iteration 13Q: 3 clusters Score -1418809 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1418995.875000 Penalty: 4655.858398
	Iteration 14Q: 3 clusters Score -1418996 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1419183.625000 Penalty: 4655.858398
	Iteration 15Q: 3 clusters Score -1419184 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1419413.500000 Penalty: 4655.858398
	Iteration 16Q: 3 clusters Score -1419414 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1419655.125000 Penalty: 4655.858398
	Iteration 17Q: 3 clusters Score -1419655 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1419845.000000 Penalty: 4655.858398
	Iteration 18Q: 3 clusters Score -1419845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1420012.250000 Penalty: 4655.858398
	Iteration 19Q: 3 clusters Score -1420012 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1420156.125000 Penalty: 4655.858398
	Iteration 20F: 3 clusters Score -1420156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1420285.875000 Penalty: 4655.858398
	Iteration 21Q: 3 clusters Score -1420286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1420383.500000 Penalty: 4655.858398
	Iteration 22Q: 3 clusters Score -1420384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1420466.250000 Penalty: 4655.858398
	Iteration 23Q: 3 clusters Score -1420466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1420531.000000 Penalty: 4655.858398
	Iteration 24Q: 3 clusters Score -1420531 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1420569.875000 Penalty: 4655.858398
	Iteration 25Q: 3 clusters Score -1420570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1420607.625000 Penalty: 4655.858398
	Iteration 26Q: 3 clusters Score -1420608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1420638.750000 Penalty: 4655.858398
	Iteration 27Q: 3 clusters Score -1420639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1420651.125000 Penalty: 4655.858398
	Iteration 28Q: 3 clusters Score -1420651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1420666.250000 Penalty: 4655.858398
	Iteration 29Q: 3 clusters Score -1420666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1420674.000000 Penalty: 4655.858398
	Iteration 30Q: 3 clusters Score -1420674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1420683.375000 Penalty: 4655.858398
	Iteration 31Q: 3 clusters Score -1420683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1420690.250000 Penalty: 4655.858398
	Iteration 32Q: 3 clusters Score -1420690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1420698.500000 Penalty: 4655.858398
	Iteration 33Q: 3 clusters Score -1420698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1420704.750000 Penalty: 4655.858398
	Iteration 34Q: 3 clusters Score -1420705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1420708.125000 Penalty: 4655.858398
	Iteration 35Q: 3 clusters Score -1420708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1420713.500000 Penalty: 4655.858398
	Iteration 36Q: 3 clusters Score -1420714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1420715.250000 Penalty: 4655.858398
	Iteration 37Q: 3 clusters Score -1420715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1420720.375000 Penalty: 4655.858398
	Iteration 38Q: 3 clusters Score -1420720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1420724.375000 Penalty: 4655.858398
	Iteration 39Q: 3 clusters Score -1420724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1420725.875000 Penalty: 4655.858398
	Iteration 40F: 3 clusters Score -1420726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1420729.500000 Penalty: 4655.858398
	Iteration 41Q: 3 clusters Score -1420730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1420733.000000 Penalty: 4655.858398
	Iteration 42Q: 3 clusters Score -1420733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1420735.125000 Penalty: 4655.858398
	Iteration 43Q: 3 clusters Score -1420735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1420738.500000 Penalty: 4655.858398
	Iteration 44Q: 3 clusters Score -1420738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1420743.875000 Penalty: 4655.858398
	Iteration 45Q: 3 clusters Score -1420744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1420744.000000 Penalty: 4655.858398
	Iteration 46Q: 3 clusters Score -1420744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1420744.000000 Penalty: 4655.858398
	Iteration 47F: 3 clusters Score -1420744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -125965.890625 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -125965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123904.460938 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -123904.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124259.867188 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -124259.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124492.796875 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -124492.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -124668.171875 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -124668.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124804.023438 Penalty: 3493.840332
	Iteration 4F: 3 clusters Score -124804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125015.679688 Penalty: 3493.840332
	Iteration 5F: 3 clusters Score -125015.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -125315.507812 Penalty: 3493.840332
	Iteration 6F: 3 clusters Score -125315.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125641.343750 Penalty: 3493.840332
	Iteration 7F: 3 clusters Score -125641.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125888.695312 Penalty: 3493.840332
	Iteration 8F: 3 clusters Score -125888.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126062.312500 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -126062.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126244.296875 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -126244.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126505.132812 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -126505.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126777.703125 Penalty: 3493.840332
	Iteration 12Q: 3 clusters Score -126777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126789.148438 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -126789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126789.148438 Penalty: 3493.840332
	Iteration 14F: 3 clusters Score -126789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167582 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170473 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 477 members 
Entering Unmasked Estep 
Score: -124245888.000000 Penalty: 99613.000000
Splitting cluster 26 changes total score from -124246808.000000 to -124245888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -105604.820312 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -105604.8 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 491 members 
Entering Unmasked Estep 
Score: -103681.585938 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -103681.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -104046.742188 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -104046.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104206.695312 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -104206.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104296.359375 Penalty: 3419.253418
	Iteration 3Q: 3 clusters Score -104296.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104391.085938 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -104391.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104478.562500 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -104478.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104561.531250 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -104561.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104620.328125 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -104620.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104682.406250 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -104682.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104719.515625 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -104719.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104763.382812 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -104763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104785.984375 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -104786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104802.820312 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -104802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104812.015625 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -104812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104819.859375 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -104819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104825.570312 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -104825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104829.796875 Penalty: 3419.253418
	Iteration 16Q: 3 clusters Score -104829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104834.164062 Penalty: 3419.253418
	Iteration 17Q: 3 clusters Score -104834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104837.390625 Penalty: 3419.253418
	Iteration 18Q: 3 clusters Score -104837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104838.656250 Penalty: 3419.253418
	Iteration 19Q: 3 clusters Score -104838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104841.968750 Penalty: 3419.253418
	Iteration 20F: 3 clusters Score -104842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104850.445312 Penalty: 3419.253418
	Iteration 21Q: 3 clusters Score -104850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104853.453125 Penalty: 3419.253418
	Iteration 22Q: 3 clusters Score -104853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104853.453125 Penalty: 3419.253418
	Iteration 23F: 3 clusters Score -104853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -35080.136719 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -35080.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33929.476562 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -33929.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34288.585938 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -34288.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34584.226562 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -34584.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34833.535156 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -34833.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34886.960938 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -34886.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34910.500000 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -34910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34917.500000 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -34917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34928.671875 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -34928.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34930.570312 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -34930.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34930.570312 Penalty: 2930.409180
	Iteration 9F: 3 clusters Score -34930.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167582 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170473 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246768.000000 Penalty: 96178.070312
Iteration 279Q: 29 clusters Score -1.242468e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167583 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170473 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246784.000000 Penalty: 96178.070312
Iteration 280F: 29 clusters Score -1.242468e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167582 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170474 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246800.000000 Penalty: 96178.070312
Iteration 281Q: 29 clusters Score -1.242468e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167585 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170471 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246784.000000 Penalty: 96178.070312
Iteration 282Q: 29 clusters Score -1.242468e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29158 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167587 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170469 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169960 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246792.000000 Penalty: 96178.070312
Iteration 283Q: 29 clusters Score -1.242468e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167589 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170468 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246864.000000 Penalty: 96178.070312
Iteration 284Q: 29 clusters Score -1.242469e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167592 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170464 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246864.000000 Penalty: 96178.070312
Iteration 285Q: 29 clusters Score -1.242469e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167594 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170461 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246840.000000 Penalty: 96178.070312
Iteration 286Q: 29 clusters Score -1.242468e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167594 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170459 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169964 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246888.000000 Penalty: 96178.070312
Iteration 287Q: 29 clusters Score -1.242469e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167594 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170458 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169965 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246888.000000 Penalty: 96178.070312
Iteration 288Q: 29 clusters Score -1.242469e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167594 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170456 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169967 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246896.000000 Penalty: 96178.070312
Iteration 289Q: 29 clusters Score -1.242469e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167594 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170452 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169971 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246864.000000 Penalty: 96178.070312
Iteration 290Q: 29 clusters Score -1.242469e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167595 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170450 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11321 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169972 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246848.000000 Penalty: 96178.070312
Iteration 291Q: 29 clusters Score -1.242468e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167595 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170449 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11320 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169975 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246840.000000 Penalty: 96178.070312
Iteration 292Q: 29 clusters Score -1.242468e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167596 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170450 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11318 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169974 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246856.000000 Penalty: 96178.070312
Iteration 293Q: 29 clusters Score -1.242469e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167593 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34691 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170451 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11316 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246840.000000 Penalty: 96178.070312
Iteration 294Q: 29 clusters Score -1.242468e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167588 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170458 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11315 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246880.000000 Penalty: 96178.070312
Iteration 295Q: 29 clusters Score -1.242469e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27037 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29159 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167582 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34693 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170463 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11314 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246808.000000 Penalty: 96178.070312
Iteration 296Q: 29 clusters Score -1.242468e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27038 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167571 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34694 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11314 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246808.000000 Penalty: 96178.070312
Iteration 297Q: 29 clusters Score -1.242468e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27038 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167562 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34695 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170479 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11313 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169978 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246728.000000 Penalty: 96178.070312
Iteration 298Q: 29 clusters Score -1.242467e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27038 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134891 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29160 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167560 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34695 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170484 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11312 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169978 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246824.000000 Penalty: 96178.070312
Iteration 299Q: 29 clusters Score -1.242468e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27039 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 134892 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29162 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167555 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34695 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170489 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11309 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246864.000000 Penalty: 96178.070312
Iteration 300F: 29 clusters Score -1.242469e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27037 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29164 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34693 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170493 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11306 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246808.000000 Penalty: 96178.070312
Iteration 301Q: 29 clusters Score -1.242468e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29166 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167544 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34691 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170507 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11304 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169973 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246816.000000 Penalty: 96178.070312
Iteration 302Q: 29 clusters Score -1.242468e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134900 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29169 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167535 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34691 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170516 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11300 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169973 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246808.000000 Penalty: 96178.070312
Iteration 303Q: 29 clusters Score -1.242468e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134900 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29171 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167518 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34693 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170534 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11295 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169975 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246744.000000 Penalty: 96178.070312
Iteration 304Q: 29 clusters Score -1.242467e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27030 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134897 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29174 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167514 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34693 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170541 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169975 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246696.000000 Penalty: 96178.070312
Iteration 305Q: 29 clusters Score -1.242467e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134897 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29176 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 167517 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34694 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170543 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11287 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169971 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246752.000000 Penalty: 96178.070312
Iteration 306Q: 29 clusters Score -1.242468e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 29176 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167520 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34698 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170541 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11281 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169972 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246728.000000 Penalty: 96178.070312
Iteration 307Q: 29 clusters Score -1.242467e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 134894 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 29177 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167530 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34700 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170540 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11276 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169967 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246720.000000 Penalty: 96178.070312
Iteration 308Q: 29 clusters Score -1.242467e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134893 members 
Mstep: Class 8 contains 19874 members 
Mstep: Class 9 contains 29177 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167536 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34700 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170536 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11274 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169965 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246768.000000 Penalty: 96178.070312
Iteration 309Q: 29 clusters Score -1.242468e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134896 members 
Mstep: Class 8 contains 19872 members 
Mstep: Class 9 contains 29178 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167541 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34696 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170532 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11271 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169967 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246736.000000 Penalty: 96178.070312
Iteration 310Q: 29 clusters Score -1.242467e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19871 members 
Mstep: Class 9 contains 29180 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167542 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34694 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169967 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246816.000000 Penalty: 96178.070312
Iteration 311Q: 29 clusters Score -1.242468e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27033 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134899 members 
Mstep: Class 8 contains 19870 members 
Mstep: Class 9 contains 29179 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167547 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34693 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170535 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169963 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246800.000000 Penalty: 96178.070312
Iteration 312Q: 29 clusters Score -1.242468e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134900 members 
Mstep: Class 8 contains 19869 members 
Mstep: Class 9 contains 29180 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167546 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169966 members 
Mstep: Class 24 contains 28298 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246792.000000 Penalty: 96178.070312
Iteration 313Q: 29 clusters Score -1.242468e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 134899 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167549 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169962 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246784.000000 Penalty: 96178.070312
Iteration 314Q: 29 clusters Score -1.242468e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134899 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167551 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170532 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246800.000000 Penalty: 96178.070312
Iteration 315Q: 29 clusters Score -1.242468e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170536 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169957 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246760.000000 Penalty: 96178.070312
Iteration 316Q: 29 clusters Score -1.242468e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169960 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246800.000000 Penalty: 96178.070312
Iteration 317Q: 29 clusters Score -1.242468e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169960 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246808.000000 Penalty: 96178.070312
Iteration 318Q: 29 clusters Score -1.242468e+08 nChanged 1
Entering ConstructFrom: 
Score: -124246808.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Entering Unmasked Estep 
Score: -2129956.750000 Penalty: 2427.735107
	Iteration 0F: 2 clusters Score -2129957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2117280.000000 Penalty: 4855.470215
	Iteration 0F: 3 clusters Score -2117280 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2121575.500000 Penalty: 4855.470215
	Iteration 1F: 3 clusters Score -2121576 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2122106.000000 Penalty: 4855.470215
	Iteration 2F: 3 clusters Score -2122106 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2122576.000000 Penalty: 4855.470215
	Iteration 3F: 3 clusters Score -2122576 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2122978.750000 Penalty: 4855.470215
	Iteration 4Q: 3 clusters Score -2122979 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2123324.500000 Penalty: 4855.470215
	Iteration 5Q: 3 clusters Score -2123324 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2123661.000000 Penalty: 4855.470215
	Iteration 6Q: 3 clusters Score -2123661 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2123993.250000 Penalty: 4855.470215
	Iteration 7Q: 3 clusters Score -2123993 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2124380.250000 Penalty: 4855.470215
	Iteration 8Q: 3 clusters Score -2124380 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2124736.750000 Penalty: 4855.470215
	Iteration 9Q: 3 clusters Score -2124737 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2125101.500000 Penalty: 4855.470215
	Iteration 10Q: 3 clusters Score -2125102 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2125487.500000 Penalty: 4855.470215
	Iteration 11Q: 3 clusters Score -2125488 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2125868.500000 Penalty: 4855.470215
	Iteration 12Q: 3 clusters Score -2125868 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2126202.500000 Penalty: 4855.470215
	Iteration 13Q: 3 clusters Score -2126202 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2126550.000000 Penalty: 4855.470215
	Iteration 14Q: 3 clusters Score -2126550 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2126863.000000 Penalty: 4855.470215
	Iteration 15Q: 3 clusters Score -2126863 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2127170.250000 Penalty: 4855.470215
	Iteration 16Q: 3 clusters Score -2127170 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2127443.500000 Penalty: 4855.470215
	Iteration 17Q: 3 clusters Score -2127444 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2127683.500000 Penalty: 4855.470215
	Iteration 18Q: 3 clusters Score -2127684 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2127864.500000 Penalty: 4855.470215
	Iteration 19Q: 3 clusters Score -2127864 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2127967.250000 Penalty: 4855.470215
	Iteration 20F: 3 clusters Score -2127967 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2128050.500000 Penalty: 4855.470215
	Iteration 21Q: 3 clusters Score -2128050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2128111.500000 Penalty: 4855.470215
	Iteration 22Q: 3 clusters Score -2128112 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2128166.500000 Penalty: 4855.470215
	Iteration 23Q: 3 clusters Score -2128166 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2128220.500000 Penalty: 4855.470215
	Iteration 24Q: 3 clusters Score -2128220 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2128271.250000 Penalty: 4855.470215
	Iteration 25Q: 3 clusters Score -2128271 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2128315.250000 Penalty: 4855.470215
	Iteration 26Q: 3 clusters Score -2128315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2128343.000000 Penalty: 4855.470215
	Iteration 27Q: 3 clusters Score -2128343 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2128377.250000 Penalty: 4855.470215
	Iteration 28Q: 3 clusters Score -2128377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2128389.000000 Penalty: 4855.470215
	Iteration 29Q: 3 clusters Score -2128389 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2128414.500000 Penalty: 4855.470215
	Iteration 30Q: 3 clusters Score -2128414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2128436.750000 Penalty: 4855.470215
	Iteration 31Q: 3 clusters Score -2128437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2128458.750000 Penalty: 4855.470215
	Iteration 32Q: 3 clusters Score -2128459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2128473.500000 Penalty: 4855.470215
	Iteration 33Q: 3 clusters Score -2128474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2128495.500000 Penalty: 4855.470215
	Iteration 34Q: 3 clusters Score -2128496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2128514.250000 Penalty: 4855.470215
	Iteration 35Q: 3 clusters Score -2128514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2128535.750000 Penalty: 4855.470215
	Iteration 36Q: 3 clusters Score -2128536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2128558.250000 Penalty: 4855.470215
	Iteration 37Q: 3 clusters Score -2128558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2128590.000000 Penalty: 4855.470215
	Iteration 38Q: 3 clusters Score -2128590 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2128612.500000 Penalty: 4855.470215
	Iteration 39Q: 3 clusters Score -2128612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2128644.000000 Penalty: 4855.470215
	Iteration 40F: 3 clusters Score -2128644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2128676.250000 Penalty: 4855.470215
	Iteration 41Q: 3 clusters Score -2128676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2128696.500000 Penalty: 4855.470215
	Iteration 42Q: 3 clusters Score -2128696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2128698.000000 Penalty: 4855.470215
	Iteration 43Q: 3 clusters Score -2128698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2128712.000000 Penalty: 4855.470215
	Iteration 44Q: 3 clusters Score -2128712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2128717.750000 Penalty: 4855.470215
	Iteration 45Q: 3 clusters Score -2128718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2128732.750000 Penalty: 4855.470215
	Iteration 46Q: 3 clusters Score -2128733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2128739.500000 Penalty: 4855.470215
	Iteration 47Q: 3 clusters Score -2128740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2128750.000000 Penalty: 4855.470215
	Iteration 48Q: 3 clusters Score -2128750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2128758.250000 Penalty: 4855.470215
	Iteration 49Q: 3 clusters Score -2128758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2128760.750000 Penalty: 4855.470215
	Iteration 50Q: 3 clusters Score -2128761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2128767.750000 Penalty: 4855.470215
	Iteration 51Q: 3 clusters Score -2128768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2128778.750000 Penalty: 4855.470215
	Iteration 52Q: 3 clusters Score -2128779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2128791.000000 Penalty: 4855.470215
	Iteration 53Q: 3 clusters Score -2128791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2128796.250000 Penalty: 4855.470215
	Iteration 54Q: 3 clusters Score -2128796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2128798.250000 Penalty: 4855.470215
	Iteration 55Q: 3 clusters Score -2128798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2128806.000000 Penalty: 4855.470215
	Iteration 56Q: 3 clusters Score -2128806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2128813.250000 Penalty: 4855.470215
	Iteration 57Q: 3 clusters Score -2128813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2128812.250000 Penalty: 4855.470215
	Iteration 58Q: 3 clusters Score -2128812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2128822.750000 Penalty: 4855.470215
	Iteration 59Q: 3 clusters Score -2128823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2128827.500000 Penalty: 4855.470215
	Iteration 60F: 3 clusters Score -2128828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2128828.250000 Penalty: 4855.470215
	Iteration 61Q: 3 clusters Score -2128828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2128831.000000 Penalty: 4855.470215
	Iteration 62Q: 3 clusters Score -2128831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2128831.500000 Penalty: 4855.470215
	Iteration 63Q: 3 clusters Score -2128832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2128827.000000 Penalty: 4855.470215
	Iteration 64Q: 3 clusters Score -2128827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2128831.000000 Penalty: 4855.470215
	Iteration 65Q: 3 clusters Score -2128831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2128834.500000 Penalty: 4855.470215
	Iteration 66Q: 3 clusters Score -2128834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2128833.750000 Penalty: 4855.470215
	Iteration 67Q: 3 clusters Score -2128834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2128839.000000 Penalty: 4855.470215
	Iteration 68Q: 3 clusters Score -2128839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2128844.000000 Penalty: 4855.470215
	Iteration 69Q: 3 clusters Score -2128844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2128846.250000 Penalty: 4855.470215
	Iteration 70Q: 3 clusters Score -2128846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2128845.000000 Penalty: 4855.470215
	Iteration 71Q: 3 clusters Score -2128845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2128849.000000 Penalty: 4855.470215
	Iteration 72Q: 3 clusters Score -2128849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2128848.750000 Penalty: 4855.470215
	Iteration 73Q: 3 clusters Score -2128849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2128846.250000 Penalty: 4855.470215
	Iteration 74Q: 3 clusters Score -2128846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2128848.250000 Penalty: 4855.470215
	Iteration 75Q: 3 clusters Score -2128848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2128849.750000 Penalty: 4855.470215
	Iteration 76Q: 3 clusters Score -2128850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2128851.250000 Penalty: 4855.470215
	Iteration 77Q: 3 clusters Score -2128851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2128860.000000 Penalty: 4855.470215
	Iteration 78Q: 3 clusters Score -2128860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2128860.750000 Penalty: 4855.470215
	Iteration 79Q: 3 clusters Score -2128861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2128862.250000 Penalty: 4855.470215
	Iteration 80F: 3 clusters Score -2128862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2128867.000000 Penalty: 4855.470215
	Iteration 81Q: 3 clusters Score -2128867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2128863.000000 Penalty: 4855.470215
	Iteration 82Q: 3 clusters Score -2128863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2128862.250000 Penalty: 4855.470215
	Iteration 83Q: 3 clusters Score -2128862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2128862.000000 Penalty: 4855.470215
	Iteration 84Q: 3 clusters Score -2128862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2128865.000000 Penalty: 4855.470215
	Iteration 85Q: 3 clusters Score -2128865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2128872.500000 Penalty: 4855.470215
	Iteration 86Q: 3 clusters Score -2128872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2128873.500000 Penalty: 4855.470215
	Iteration 87Q: 3 clusters Score -2128874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2128871.250000 Penalty: 4855.470215
	Iteration 88Q: 3 clusters Score -2128871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2128871.000000 Penalty: 4855.470215
	Iteration 89Q: 3 clusters Score -2128871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2128870.250000 Penalty: 4855.470215
	Iteration 90Q: 3 clusters Score -2128870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2128874.250000 Penalty: 4855.470215
	Iteration 91Q: 3 clusters Score -2128874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2128875.250000 Penalty: 4855.470215
	Iteration 92Q: 3 clusters Score -2128875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2128877.250000 Penalty: 4855.470215
	Iteration 93Q: 3 clusters Score -2128877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2128877.000000 Penalty: 4855.470215
	Iteration 94Q: 3 clusters Score -2128877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2128876.750000 Penalty: 4855.470215
	Iteration 95Q: 3 clusters Score -2128877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2128878.750000 Penalty: 4855.470215
	Iteration 96Q: 3 clusters Score -2128879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2128878.500000 Penalty: 4855.470215
	Iteration 97Q: 3 clusters Score -2128878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2128876.500000 Penalty: 4855.470215
	Iteration 98Q: 3 clusters Score -2128876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2128875.500000 Penalty: 4855.470215
	Iteration 99Q: 3 clusters Score -2128876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2128878.000000 Penalty: 4855.470215
	Iteration 100F: 3 clusters Score -2128878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2128878.500000 Penalty: 4855.470215
	Iteration 101Q: 3 clusters Score -2128878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2128875.500000 Penalty: 4855.470215
	Iteration 102Q: 3 clusters Score -2128876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2128878.500000 Penalty: 4855.470215
	Iteration 103Q: 3 clusters Score -2128878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2128877.500000 Penalty: 4855.470215
	Iteration 104Q: 3 clusters Score -2128878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2128876.750000 Penalty: 4855.470215
	Iteration 105Q: 3 clusters Score -2128877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2128880.250000 Penalty: 4855.470215
	Iteration 106Q: 3 clusters Score -2128880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2128880.250000 Penalty: 4855.470215
	Iteration 107F: 3 clusters Score -2128880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Entering Unmasked Estep 
Score: -3176284.000000 Penalty: 2530.821289
	Iteration 0F: 2 clusters Score -3176284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3157551.250000 Penalty: 5061.642578
	Iteration 0F: 3 clusters Score -3157551 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3164201.500000 Penalty: 5061.642578
	Iteration 1F: 3 clusters Score -3164202 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3164673.500000 Penalty: 5061.642578
	Iteration 2F: 3 clusters Score -3164674 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3165114.500000 Penalty: 5061.642578
	Iteration 3Q: 3 clusters Score -3165114 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3165604.750000 Penalty: 5061.642578
	Iteration 4Q: 3 clusters Score -3165605 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3166194.750000 Penalty: 5061.642578
	Iteration 5Q: 3 clusters Score -3166195 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3166975.750000 Penalty: 5061.642578
	Iteration 6Q: 3 clusters Score -3166976 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3167995.000000 Penalty: 5061.642578
	Iteration 7F: 3 clusters Score -3167995 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3169227.500000 Penalty: 5061.642578
	Iteration 8F: 3 clusters Score -3169228 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3170506.250000 Penalty: 5061.642578
	Iteration 9F: 3 clusters Score -3170506 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3171679.750000 Penalty: 5061.642578
	Iteration 10F: 3 clusters Score -3171680 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3172614.000000 Penalty: 5061.642578
	Iteration 11Q: 3 clusters Score -3172614 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3173244.750000 Penalty: 5061.642578
	Iteration 12Q: 3 clusters Score -3173245 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3173626.000000 Penalty: 5061.642578
	Iteration 13Q: 3 clusters Score -3173626 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3173850.750000 Penalty: 5061.642578
	Iteration 14Q: 3 clusters Score -3173851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3173987.000000 Penalty: 5061.642578
	Iteration 15Q: 3 clusters Score -3173987 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3174067.250000 Penalty: 5061.642578
	Iteration 16Q: 3 clusters Score -3174067 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3174132.750000 Penalty: 5061.642578
	Iteration 17Q: 3 clusters Score -3174133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3174182.500000 Penalty: 5061.642578
	Iteration 18Q: 3 clusters Score -3174182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3174209.500000 Penalty: 5061.642578
	Iteration 19Q: 3 clusters Score -3174210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3174240.750000 Penalty: 5061.642578
	Iteration 20F: 3 clusters Score -3174241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3174247.500000 Penalty: 5061.642578
	Iteration 21Q: 3 clusters Score -3174248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3174254.750000 Penalty: 5061.642578
	Iteration 22Q: 3 clusters Score -3174255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3174259.750000 Penalty: 5061.642578
	Iteration 23Q: 3 clusters Score -3174260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3174263.500000 Penalty: 5061.642578
	Iteration 24Q: 3 clusters Score -3174264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3174265.750000 Penalty: 5061.642578
	Iteration 25Q: 3 clusters Score -3174266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3174276.250000 Penalty: 5061.642578
	Iteration 26Q: 3 clusters Score -3174276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3174272.750000 Penalty: 5061.642578
	Iteration 27Q: 3 clusters Score -3174273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3174274.250000 Penalty: 5061.642578
	Iteration 28Q: 3 clusters Score -3174274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3174278.000000 Penalty: 5061.642578
	Iteration 29Q: 3 clusters Score -3174278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3174283.250000 Penalty: 5061.642578
	Iteration 30Q: 3 clusters Score -3174283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3174288.000000 Penalty: 5061.642578
	Iteration 31Q: 3 clusters Score -3174288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3174295.750000 Penalty: 5061.642578
	Iteration 32Q: 3 clusters Score -3174296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3174294.750000 Penalty: 5061.642578
	Iteration 33Q: 3 clusters Score -3174295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3174295.250000 Penalty: 5061.642578
	Iteration 34Q: 3 clusters Score -3174295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3174295.000000 Penalty: 5061.642578
	Iteration 35Q: 3 clusters Score -3174295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3174296.250000 Penalty: 5061.642578
	Iteration 36Q: 3 clusters Score -3174296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3174299.000000 Penalty: 5061.642578
	Iteration 37Q: 3 clusters Score -3174299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3174298.750000 Penalty: 5061.642578
	Iteration 38Q: 3 clusters Score -3174299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3174300.250000 Penalty: 5061.642578
	Iteration 39Q: 3 clusters Score -3174300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3174309.000000 Penalty: 5061.642578
	Iteration 40F: 3 clusters Score -3174309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3174308.750000 Penalty: 5061.642578
	Iteration 41Q: 3 clusters Score -3174309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3174312.000000 Penalty: 5061.642578
	Iteration 42Q: 3 clusters Score -3174312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3174312.750000 Penalty: 5061.642578
	Iteration 43Q: 3 clusters Score -3174313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3174315.500000 Penalty: 5061.642578
	Iteration 44Q: 3 clusters Score -3174316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3174321.000000 Penalty: 5061.642578
	Iteration 45Q: 3 clusters Score -3174321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3174324.250000 Penalty: 5061.642578
	Iteration 46Q: 3 clusters Score -3174324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3174320.750000 Penalty: 5061.642578
	Iteration 47Q: 3 clusters Score -3174321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3174320.250000 Penalty: 5061.642578
	Iteration 48Q: 3 clusters Score -3174320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3174320.250000 Penalty: 5061.642578
	Iteration 49F: 3 clusters Score -3174320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -592607.937500 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -592607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -588100.625000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -588100.6 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -589133.062500 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -589133.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -589360.562500 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -589360.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -589510.625000 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -589510.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -589604.437500 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -589604.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -589678.375000 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -589678.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -589764.812500 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -589764.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -589858.875000 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -589858.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -589948.000000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -589948 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -590033.062500 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -590033.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -590099.375000 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -590099.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -590143.812500 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -590143.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -590190.250000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -590190.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -590249.750000 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -590249.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -590308.500000 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -590308.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -590366.500000 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -590366.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -590419.312500 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -590419.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -590468.312500 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -590468.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -590505.812500 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -590505.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -590538.500000 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -590538.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -590582.937500 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -590582.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -590637.875000 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -590637.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -590683.125000 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -590683.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -590710.000000 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -590710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -590735.187500 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -590735.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -590750.750000 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -590750.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -590762.812500 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -590762.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -590780.375000 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -590780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -590789.250000 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -590789.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -590794.187500 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -590794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -590797.312500 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -590797.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -590802.750000 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -590802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -590805.312500 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -590805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -590805.375000 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -590805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -590807.437500 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -590807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -590808.687500 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -590808.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -590815.000000 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -590815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -590818.750000 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -590818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -590822.500000 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -590822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -590825.000000 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -590825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -590826.187500 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -590826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -590829.187500 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -590829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -590831.875000 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -590831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -590834.937500 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -590834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -590837.625000 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -590837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -590838.937500 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -590838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -590840.125000 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -590840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -590841.687500 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -590841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -590845.000000 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -590845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -590847.562500 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -590847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -590851.750000 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -590851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -590853.500000 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -590853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -590853.125000 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -590853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -590853.125000 Penalty: 4227.889648
	Iteration 53F: 3 clusters Score -590853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -631448.312500 Penalty: 2122.419678
	Iteration 0F: 2 clusters Score -631448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -626805.687500 Penalty: 4244.839355
	Iteration 0F: 3 clusters Score -626805.7 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -627906.812500 Penalty: 4244.839355
	Iteration 1F: 3 clusters Score -627906.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -628106.812500 Penalty: 4244.839355
	Iteration 2F: 3 clusters Score -628106.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -628227.937500 Penalty: 4244.839355
	Iteration 3Q: 3 clusters Score -628227.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -628322.187500 Penalty: 4244.839355
	Iteration 4Q: 3 clusters Score -628322.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -628385.500000 Penalty: 4244.839355
	Iteration 5Q: 3 clusters Score -628385.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -628442.750000 Penalty: 4244.839355
	Iteration 6Q: 3 clusters Score -628442.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -628500.312500 Penalty: 4244.839355
	Iteration 7Q: 3 clusters Score -628500.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -628556.125000 Penalty: 4244.839355
	Iteration 8Q: 3 clusters Score -628556.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -628610.750000 Penalty: 4244.839355
	Iteration 9Q: 3 clusters Score -628610.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -628674.062500 Penalty: 4244.839355
	Iteration 10Q: 3 clusters Score -628674.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -628750.875000 Penalty: 4244.839355
	Iteration 11Q: 3 clusters Score -628750.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -628831.250000 Penalty: 4244.839355
	Iteration 12Q: 3 clusters Score -628831.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -628902.812500 Penalty: 4244.839355
	Iteration 13Q: 3 clusters Score -628902.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -628976.000000 Penalty: 4244.839355
	Iteration 14Q: 3 clusters Score -628976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -629039.187500 Penalty: 4244.839355
	Iteration 15Q: 3 clusters Score -629039.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -629095.625000 Penalty: 4244.839355
	Iteration 16Q: 3 clusters Score -629095.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -629145.750000 Penalty: 4244.839355
	Iteration 17Q: 3 clusters Score -629145.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -629185.312500 Penalty: 4244.839355
	Iteration 18Q: 3 clusters Score -629185.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -629230.687500 Penalty: 4244.839355
	Iteration 19Q: 3 clusters Score -629230.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -629272.875000 Penalty: 4244.839355
	Iteration 20F: 3 clusters Score -629272.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -629307.875000 Penalty: 4244.839355
	Iteration 21Q: 3 clusters Score -629307.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -629333.937500 Penalty: 4244.839355
	Iteration 22Q: 3 clusters Score -629333.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -629360.125000 Penalty: 4244.839355
	Iteration 23Q: 3 clusters Score -629360.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -629386.500000 Penalty: 4244.839355
	Iteration 24Q: 3 clusters Score -629386.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -629403.750000 Penalty: 4244.839355
	Iteration 25Q: 3 clusters Score -629403.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -629416.750000 Penalty: 4244.839355
	Iteration 26Q: 3 clusters Score -629416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -629429.062500 Penalty: 4244.839355
	Iteration 27Q: 3 clusters Score -629429.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -629437.187500 Penalty: 4244.839355
	Iteration 28Q: 3 clusters Score -629437.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -629444.000000 Penalty: 4244.839355
	Iteration 29Q: 3 clusters Score -629444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -629452.250000 Penalty: 4244.839355
	Iteration 30Q: 3 clusters Score -629452.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -629455.750000 Penalty: 4244.839355
	Iteration 31Q: 3 clusters Score -629455.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -629459.937500 Penalty: 4244.839355
	Iteration 32Q: 3 clusters Score -629459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -629463.062500 Penalty: 4244.839355
	Iteration 33Q: 3 clusters Score -629463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -629463.687500 Penalty: 4244.839355
	Iteration 34Q: 3 clusters Score -629463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -629465.750000 Penalty: 4244.839355
	Iteration 35Q: 3 clusters Score -629465.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -629471.375000 Penalty: 4244.839355
	Iteration 36Q: 3 clusters Score -629471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -629473.562500 Penalty: 4244.839355
	Iteration 37Q: 3 clusters Score -629473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -629474.437500 Penalty: 4244.839355
	Iteration 38Q: 3 clusters Score -629474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -629476.687500 Penalty: 4244.839355
	Iteration 39Q: 3 clusters Score -629476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -629477.375000 Penalty: 4244.839355
	Iteration 40F: 3 clusters Score -629477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -629478.187500 Penalty: 4244.839355
	Iteration 41Q: 3 clusters Score -629478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -629478.812500 Penalty: 4244.839355
	Iteration 42Q: 3 clusters Score -629478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -629481.375000 Penalty: 4244.839355
	Iteration 43Q: 3 clusters Score -629481.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -629484.000000 Penalty: 4244.839355
	Iteration 44Q: 3 clusters Score -629484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -629487.937500 Penalty: 4244.839355
	Iteration 45Q: 3 clusters Score -629487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -629489.812500 Penalty: 4244.839355
	Iteration 46Q: 3 clusters Score -629489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -629493.625000 Penalty: 4244.839355
	Iteration 47Q: 3 clusters Score -629493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -629495.687500 Penalty: 4244.839355
	Iteration 48Q: 3 clusters Score -629495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -629496.687500 Penalty: 4244.839355
	Iteration 49Q: 3 clusters Score -629496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -629497.375000 Penalty: 4244.839355
	Iteration 50Q: 3 clusters Score -629497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -629500.500000 Penalty: 4244.839355
	Iteration 51Q: 3 clusters Score -629500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -629501.000000 Penalty: 4244.839355
	Iteration 52Q: 3 clusters Score -629501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -629503.000000 Penalty: 4244.839355
	Iteration 53Q: 3 clusters Score -629503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -629502.500000 Penalty: 4244.839355
	Iteration 54Q: 3 clusters Score -629502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -629503.250000 Penalty: 4244.839355
	Iteration 55Q: 3 clusters Score -629503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -629504.062500 Penalty: 4244.839355
	Iteration 56Q: 3 clusters Score -629504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -629506.375000 Penalty: 4244.839355
	Iteration 57Q: 3 clusters Score -629506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -629507.562500 Penalty: 4244.839355
	Iteration 58Q: 3 clusters Score -629507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -629509.875000 Penalty: 4244.839355
	Iteration 59Q: 3 clusters Score -629509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -629511.750000 Penalty: 4244.839355
	Iteration 60F: 3 clusters Score -629511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -629516.687500 Penalty: 4244.839355
	Iteration 61Q: 3 clusters Score -629516.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -629521.250000 Penalty: 4244.839355
	Iteration 62Q: 3 clusters Score -629521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -629523.562500 Penalty: 4244.839355
	Iteration 63Q: 3 clusters Score -629523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -629528.375000 Penalty: 4244.839355
	Iteration 64Q: 3 clusters Score -629528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -629530.625000 Penalty: 4244.839355
	Iteration 65Q: 3 clusters Score -629530.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -629534.375000 Penalty: 4244.839355
	Iteration 66Q: 3 clusters Score -629534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -629535.750000 Penalty: 4244.839355
	Iteration 67Q: 3 clusters Score -629535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -629536.812500 Penalty: 4244.839355
	Iteration 68Q: 3 clusters Score -629536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -629537.000000 Penalty: 4244.839355
	Iteration 69Q: 3 clusters Score -629537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -629537.000000 Penalty: 4244.839355
	Iteration 70F: 3 clusters Score -629537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -769842.000000 Penalty: 2189.284912
	Iteration 0F: 2 clusters Score -769842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -764185.625000 Penalty: 4378.569824
	Iteration 0F: 3 clusters Score -764185.6 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -765769.937500 Penalty: 4378.569824
	Iteration 1F: 3 clusters Score -765769.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -766186.687500 Penalty: 4378.569824
	Iteration 2F: 3 clusters Score -766186.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -766510.562500 Penalty: 4378.569824
	Iteration 3F: 3 clusters Score -766510.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -766790.125000 Penalty: 4378.569824
	Iteration 4F: 3 clusters Score -766790.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -767005.000000 Penalty: 4378.569824
	Iteration 5Q: 3 clusters Score -767005 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -767191.937500 Penalty: 4378.569824
	Iteration 6Q: 3 clusters Score -767191.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -767393.312500 Penalty: 4378.569824
	Iteration 7Q: 3 clusters Score -767393.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -767568.000000 Penalty: 4378.569824
	Iteration 8Q: 3 clusters Score -767568 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -767718.500000 Penalty: 4378.569824
	Iteration 9Q: 3 clusters Score -767718.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -767835.625000 Penalty: 4378.569824
	Iteration 10Q: 3 clusters Score -767835.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -767943.500000 Penalty: 4378.569824
	Iteration 11Q: 3 clusters Score -767943.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -768027.437500 Penalty: 4378.569824
	Iteration 12Q: 3 clusters Score -768027.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -768086.375000 Penalty: 4378.569824
	Iteration 13Q: 3 clusters Score -768086.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -768126.187500 Penalty: 4378.569824
	Iteration 14Q: 3 clusters Score -768126.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -768156.250000 Penalty: 4378.569824
	Iteration 15Q: 3 clusters Score -768156.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -768172.062500 Penalty: 4378.569824
	Iteration 16Q: 3 clusters Score -768172.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -768189.187500 Penalty: 4378.569824
	Iteration 17Q: 3 clusters Score -768189.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -768198.500000 Penalty: 4378.569824
	Iteration 18Q: 3 clusters Score -768198.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -768206.687500 Penalty: 4378.569824
	Iteration 19Q: 3 clusters Score -768206.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -768217.125000 Penalty: 4378.569824
	Iteration 20F: 3 clusters Score -768217.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -768225.750000 Penalty: 4378.569824
	Iteration 21Q: 3 clusters Score -768225.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -768230.375000 Penalty: 4378.569824
	Iteration 22Q: 3 clusters Score -768230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -768233.437500 Penalty: 4378.569824
	Iteration 23Q: 3 clusters Score -768233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -768236.375000 Penalty: 4378.569824
	Iteration 24Q: 3 clusters Score -768236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -768234.875000 Penalty: 4378.569824
	Iteration 25Q: 3 clusters Score -768234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -768235.875000 Penalty: 4378.569824
	Iteration 26Q: 3 clusters Score -768235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -768236.000000 Penalty: 4378.569824
	Iteration 27Q: 3 clusters Score -768236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -768236.000000 Penalty: 4378.569824
	Iteration 28F: 3 clusters Score -768236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Entering Unmasked Estep 
Score: -5369096.500000 Penalty: 2659.441406
	Iteration 0F: 2 clusters Score -5369096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5338427.000000 Penalty: 5318.882812
	Iteration 0F: 3 clusters Score -5338427 nChanged 20736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5349793.000000 Penalty: 5318.882812
	Iteration 1F: 3 clusters Score -5349793 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5350377.500000 Penalty: 5318.882812
	Iteration 2Q: 3 clusters Score -5350378 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5351067.000000 Penalty: 5318.882812
	Iteration 3Q: 3 clusters Score -5351067 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -5352055.500000 Penalty: 5318.882812
	Iteration 4Q: 3 clusters Score -5352056 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5353311.000000 Penalty: 5318.882812
	Iteration 5F: 3 clusters Score -5353311 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5355108.500000 Penalty: 5318.882812
	Iteration 6F: 3 clusters Score -5355108 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5357385.000000 Penalty: 5318.882812
	Iteration 7F: 3 clusters Score -5357385 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5359975.500000 Penalty: 5318.882812
	Iteration 8F: 3 clusters Score -5359976 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -5362358.500000 Penalty: 5318.882812
	Iteration 9F: 3 clusters Score -5362358 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5364337.000000 Penalty: 5318.882812
	Iteration 10F: 3 clusters Score -5364337 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5365944.000000 Penalty: 5318.882812
	Iteration 11Q: 3 clusters Score -5365944 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -5367035.000000 Penalty: 5318.882812
	Iteration 12Q: 3 clusters Score -5367035 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -5367469.500000 Penalty: 5318.882812
	Iteration 13Q: 3 clusters Score -5367470 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -5367620.000000 Penalty: 5318.882812
	Iteration 14Q: 3 clusters Score -5367620 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -5367690.000000 Penalty: 5318.882812
	Iteration 15Q: 3 clusters Score -5367690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5367743.500000 Penalty: 5318.882812
	Iteration 16Q: 3 clusters Score -5367744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -5367788.000000 Penalty: 5318.882812
	Iteration 17Q: 3 clusters Score -5367788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -5367803.500000 Penalty: 5318.882812
	Iteration 18Q: 3 clusters Score -5367804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -5367843.500000 Penalty: 5318.882812
	Iteration 19Q: 3 clusters Score -5367844 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -5367866.500000 Penalty: 5318.882812
	Iteration 20F: 3 clusters Score -5367866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -5367905.000000 Penalty: 5318.882812
	Iteration 21Q: 3 clusters Score -5367905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -5367909.500000 Penalty: 5318.882812
	Iteration 22Q: 3 clusters Score -5367910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5367913.500000 Penalty: 5318.882812
	Iteration 23Q: 3 clusters Score -5367914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -5367922.000000 Penalty: 5318.882812
	Iteration 24Q: 3 clusters Score -5367922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -5367934.000000 Penalty: 5318.882812
	Iteration 25Q: 3 clusters Score -5367934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -5367935.500000 Penalty: 5318.882812
	Iteration 26Q: 3 clusters Score -5367936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -5367937.000000 Penalty: 5318.882812
	Iteration 27Q: 3 clusters Score -5367937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5367938.500000 Penalty: 5318.882812
	Iteration 28Q: 3 clusters Score -5367938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5367946.500000 Penalty: 5318.882812
	Iteration 29Q: 3 clusters Score -5367946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5367937.000000 Penalty: 5318.882812
	Iteration 30Q: 3 clusters Score -5367937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -5367955.000000 Penalty: 5318.882812
	Iteration 31Q: 3 clusters Score -5367955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5367960.000000 Penalty: 5318.882812
	Iteration 32Q: 3 clusters Score -5367960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5367940.500000 Penalty: 5318.882812
	Iteration 33Q: 3 clusters Score -5367940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5367944.000000 Penalty: 5318.882812
	Iteration 34Q: 3 clusters Score -5367944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -5367946.000000 Penalty: 5318.882812
	Iteration 35Q: 3 clusters Score -5367946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -5367954.500000 Penalty: 5318.882812
	Iteration 36Q: 3 clusters Score -5367954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -5367964.000000 Penalty: 5318.882812
	Iteration 37Q: 3 clusters Score -5367964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -5367976.000000 Penalty: 5318.882812
	Iteration 38Q: 3 clusters Score -5367976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5367972.500000 Penalty: 5318.882812
	Iteration 39Q: 3 clusters Score -5367972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5367971.000000 Penalty: 5318.882812
	Iteration 40F: 3 clusters Score -5367971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5367980.500000 Penalty: 5318.882812
	Iteration 41Q: 3 clusters Score -5367980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -5367976.500000 Penalty: 5318.882812
	Iteration 42Q: 3 clusters Score -5367976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -5367984.000000 Penalty: 5318.882812
	Iteration 43Q: 3 clusters Score -5367984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -5367978.000000 Penalty: 5318.882812
	Iteration 44Q: 3 clusters Score -5367978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -5367973.500000 Penalty: 5318.882812
	Iteration 45Q: 3 clusters Score -5367974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5367979.500000 Penalty: 5318.882812
	Iteration 46Q: 3 clusters Score -5367980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -5367975.500000 Penalty: 5318.882812
	Iteration 47Q: 3 clusters Score -5367976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -5367979.500000 Penalty: 5318.882812
	Iteration 48Q: 3 clusters Score -5367980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -5367974.000000 Penalty: 5318.882812
	Iteration 49Q: 3 clusters Score -5367974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -5367975.500000 Penalty: 5318.882812
	Iteration 50Q: 3 clusters Score -5367976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5367980.000000 Penalty: 5318.882812
	Iteration 51Q: 3 clusters Score -5367980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -5367979.500000 Penalty: 5318.882812
	Iteration 52Q: 3 clusters Score -5367980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -5367977.500000 Penalty: 5318.882812
	Iteration 53Q: 3 clusters Score -5367978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -5367973.500000 Penalty: 5318.882812
	Iteration 54Q: 3 clusters Score -5367974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -5367974.500000 Penalty: 5318.882812
	Iteration 55Q: 3 clusters Score -5367974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -5367974.000000 Penalty: 5318.882812
	Iteration 56Q: 3 clusters Score -5367974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -5367979.000000 Penalty: 5318.882812
	Iteration 57Q: 3 clusters Score -5367979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5367978.000000 Penalty: 5318.882812
	Iteration 58Q: 3 clusters Score -5367978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5367972.500000 Penalty: 5318.882812
	Iteration 59Q: 3 clusters Score -5367972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5367978.000000 Penalty: 5318.882812
	Iteration 60F: 3 clusters Score -5367978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -5367978.500000 Penalty: 5318.882812
	Iteration 61Q: 3 clusters Score -5367978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -5367971.000000 Penalty: 5318.882812
	Iteration 62Q: 3 clusters Score -5367971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -5367973.500000 Penalty: 5318.882812
	Iteration 63Q: 3 clusters Score -5367974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -5367965.500000 Penalty: 5318.882812
	Iteration 64Q: 3 clusters Score -5367966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5367966.500000 Penalty: 5318.882812
	Iteration 65Q: 3 clusters Score -5367966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5367966.500000 Penalty: 5318.882812
	Iteration 66F: 3 clusters Score -5367966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Entering Unmasked Estep 
Score: -16457140.000000 Penalty: 2929.443848
	Iteration 0F: 2 clusters Score -1.645714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -16367047.000000 Penalty: 5858.887695
	Iteration 0F: 3 clusters Score -1.636705e+07 nChanged 64320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -16404411.000000 Penalty: 5858.887695
	Iteration 1F: 3 clusters Score -1.640441e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -16405401.000000 Penalty: 5858.887695
	Iteration 2Q: 3 clusters Score -1.64054e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -16406660.000000 Penalty: 5858.887695
	Iteration 3Q: 3 clusters Score -1.640666e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -16408346.000000 Penalty: 5858.887695
	Iteration 4Q: 3 clusters Score -1.640835e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -16410544.000000 Penalty: 5858.887695
	Iteration 5Q: 3 clusters Score -1.641054e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -16413736.000000 Penalty: 5858.887695
	Iteration 6Q: 3 clusters Score -1.641374e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -16418481.000000 Penalty: 5858.887695
	Iteration 7F: 3 clusters Score -1.641848e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -16425426.000000 Penalty: 5858.887695
	Iteration 8F: 3 clusters Score -1.642543e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 110035 members 
Entering Unmasked Estep 
Score: -16433817.000000 Penalty: 5858.887695
	Iteration 9F: 3 clusters Score -1.643382e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -16441790.000000 Penalty: 5858.887695
	Iteration 10F: 3 clusters Score -1.644179e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 125540 members 
Entering Unmasked Estep 
Score: -16447449.000000 Penalty: 5858.887695
	Iteration 11Q: 3 clusters Score -1.644745e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 129712 members 
Entering Unmasked Estep 
Score: -16450884.000000 Penalty: 5858.887695
	Iteration 12Q: 3 clusters Score -1.645088e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 132028 members 
Entering Unmasked Estep 
Score: -16452655.000000 Penalty: 5858.887695
	Iteration 13Q: 3 clusters Score -1.645266e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -16453567.000000 Penalty: 5858.887695
	Iteration 14Q: 3 clusters Score -1.645357e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -16453975.000000 Penalty: 5858.887695
	Iteration 15Q: 3 clusters Score -1.645398e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 134035 members 
Entering Unmasked Estep 
Score: -16454173.000000 Penalty: 5858.887695
	Iteration 16Q: 3 clusters Score -1.645417e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -16454318.000000 Penalty: 5858.887695
	Iteration 17Q: 3 clusters Score -1.645432e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -16454403.000000 Penalty: 5858.887695
	Iteration 18Q: 3 clusters Score -1.64544e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 134341 members 
Entering Unmasked Estep 
Score: -16454438.000000 Penalty: 5858.887695
	Iteration 19Q: 3 clusters Score -1.645444e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 134376 members 
Entering Unmasked Estep 
Score: -16454447.000000 Penalty: 5858.887695
	Iteration 20F: 3 clusters Score -1.645445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -16454486.000000 Penalty: 5858.887695
	Iteration 21Q: 3 clusters Score -1.645449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -16454517.000000 Penalty: 5858.887695
	Iteration 22Q: 3 clusters Score -1.645452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 134402 members 
Entering Unmasked Estep 
Score: -16454530.000000 Penalty: 5858.887695
	Iteration 23Q: 3 clusters Score -1.645453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 134405 members 
Entering Unmasked Estep 
Score: -16454531.000000 Penalty: 5858.887695
	Iteration 24Q: 3 clusters Score -1.645453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -16454545.000000 Penalty: 5858.887695
	Iteration 25Q: 3 clusters Score -1.645454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 134418 members 
Entering Unmasked Estep 
Score: -16454541.000000 Penalty: 5858.887695
	Iteration 26Q: 3 clusters Score -1.645454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 134422 members 
Entering Unmasked Estep 
Score: -16454553.000000 Penalty: 5858.887695
	Iteration 27Q: 3 clusters Score -1.645455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -16454546.000000 Penalty: 5858.887695
	Iteration 28Q: 3 clusters Score -1.645455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -16454555.000000 Penalty: 5858.887695
	Iteration 29Q: 3 clusters Score -1.645456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -16454558.000000 Penalty: 5858.887695
	Iteration 30Q: 3 clusters Score -1.645456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -16454560.000000 Penalty: 5858.887695
	Iteration 31Q: 3 clusters Score -1.645456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -16454557.000000 Penalty: 5858.887695
	Iteration 32Q: 3 clusters Score -1.645456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 134428 members 
Entering Unmasked Estep 
Score: -16454554.000000 Penalty: 5858.887695
	Iteration 33Q: 3 clusters Score -1.645455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -16454557.000000 Penalty: 5858.887695
	Iteration 34Q: 3 clusters Score -1.645456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -16454557.000000 Penalty: 5858.887695
	Iteration 35F: 3 clusters Score -1.645456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Entering Unmasked Estep 
Score: -2445912.500000 Penalty: 2454.422852
	Iteration 0F: 2 clusters Score -2445912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2431914.250000 Penalty: 4908.845703
	Iteration 0F: 3 clusters Score -2431914 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2436491.250000 Penalty: 4908.845703
	Iteration 1F: 3 clusters Score -2436491 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2436818.250000 Penalty: 4908.845703
	Iteration 2Q: 3 clusters Score -2436818 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2437078.250000 Penalty: 4908.845703
	Iteration 3Q: 3 clusters Score -2437078 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2437295.500000 Penalty: 4908.845703
	Iteration 4Q: 3 clusters Score -2437296 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2437513.750000 Penalty: 4908.845703
	Iteration 5Q: 3 clusters Score -2437514 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2437728.500000 Penalty: 4908.845703
	Iteration 6Q: 3 clusters Score -2437728 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2437984.500000 Penalty: 4908.845703
	Iteration 7Q: 3 clusters Score -2437984 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2438284.750000 Penalty: 4908.845703
	Iteration 8Q: 3 clusters Score -2438285 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2438677.000000 Penalty: 4908.845703
	Iteration 9Q: 3 clusters Score -2438677 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2439193.250000 Penalty: 4908.845703
	Iteration 10Q: 3 clusters Score -2439193 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2439930.500000 Penalty: 4908.845703
	Iteration 11F: 3 clusters Score -2439930 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2440828.000000 Penalty: 4908.845703
	Iteration 12F: 3 clusters Score -2440828 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2441602.500000 Penalty: 4908.845703
	Iteration 13F: 3 clusters Score -2441602 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2442210.750000 Penalty: 4908.845703
	Iteration 14Q: 3 clusters Score -2442211 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2442606.250000 Penalty: 4908.845703
	Iteration 15Q: 3 clusters Score -2442606 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2442908.250000 Penalty: 4908.845703
	Iteration 16Q: 3 clusters Score -2442908 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2443129.500000 Penalty: 4908.845703
	Iteration 17Q: 3 clusters Score -2443130 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2443288.750000 Penalty: 4908.845703
	Iteration 18Q: 3 clusters Score -2443289 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2443412.000000 Penalty: 4908.845703
	Iteration 19Q: 3 clusters Score -2443412 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2443523.000000 Penalty: 4908.845703
	Iteration 20F: 3 clusters Score -2443523 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2443626.500000 Penalty: 4908.845703
	Iteration 21Q: 3 clusters Score -2443626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2443720.000000 Penalty: 4908.845703
	Iteration 22Q: 3 clusters Score -2443720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2443788.250000 Penalty: 4908.845703
	Iteration 23Q: 3 clusters Score -2443788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2443841.500000 Penalty: 4908.845703
	Iteration 24Q: 3 clusters Score -2443842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2443867.750000 Penalty: 4908.845703
	Iteration 25Q: 3 clusters Score -2443868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2443898.250000 Penalty: 4908.845703
	Iteration 26Q: 3 clusters Score -2443898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2443911.000000 Penalty: 4908.845703
	Iteration 27Q: 3 clusters Score -2443911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2443925.000000 Penalty: 4908.845703
	Iteration 28Q: 3 clusters Score -2443925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2443942.500000 Penalty: 4908.845703
	Iteration 29Q: 3 clusters Score -2443942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2443957.000000 Penalty: 4908.845703
	Iteration 30Q: 3 clusters Score -2443957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2443957.250000 Penalty: 4908.845703
	Iteration 31Q: 3 clusters Score -2443957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2443960.250000 Penalty: 4908.845703
	Iteration 32Q: 3 clusters Score -2443960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2443956.500000 Penalty: 4908.845703
	Iteration 33Q: 3 clusters Score -2443956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2443956.500000 Penalty: 4908.845703
	Iteration 34Q: 3 clusters Score -2443956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2443958.000000 Penalty: 4908.845703
	Iteration 35Q: 3 clusters Score -2443958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2443959.000000 Penalty: 4908.845703
	Iteration 36Q: 3 clusters Score -2443959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2443962.000000 Penalty: 4908.845703
	Iteration 37Q: 3 clusters Score -2443962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2443962.000000 Penalty: 4908.845703
	Iteration 38F: 3 clusters Score -2443962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Entering Unmasked Estep 
Score: -3535108.000000 Penalty: 2549.755615
	Iteration 0F: 2 clusters Score -3535108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3515232.000000 Penalty: 5099.511230
	Iteration 0F: 3 clusters Score -3515232 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3522196.250000 Penalty: 5099.511230
	Iteration 1F: 3 clusters Score -3522196 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3522640.750000 Penalty: 5099.511230
	Iteration 2Q: 3 clusters Score -3522641 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3523053.750000 Penalty: 5099.511230
	Iteration 3Q: 3 clusters Score -3523054 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3523413.750000 Penalty: 5099.511230
	Iteration 4Q: 3 clusters Score -3523414 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3523843.500000 Penalty: 5099.511230
	Iteration 5Q: 3 clusters Score -3523844 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3524389.000000 Penalty: 5099.511230
	Iteration 6Q: 3 clusters Score -3524389 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3525160.750000 Penalty: 5099.511230
	Iteration 7F: 3 clusters Score -3525161 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3526091.250000 Penalty: 5099.511230
	Iteration 8F: 3 clusters Score -3526091 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3527211.500000 Penalty: 5099.511230
	Iteration 9F: 3 clusters Score -3527212 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3528513.500000 Penalty: 5099.511230
	Iteration 10F: 3 clusters Score -3528514 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3529779.250000 Penalty: 5099.511230
	Iteration 11F: 3 clusters Score -3529779 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3530854.750000 Penalty: 5099.511230
	Iteration 12Q: 3 clusters Score -3530855 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3531632.500000 Penalty: 5099.511230
	Iteration 13Q: 3 clusters Score -3531632 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3532181.750000 Penalty: 5099.511230
	Iteration 14Q: 3 clusters Score -3532182 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3532479.500000 Penalty: 5099.511230
	Iteration 15Q: 3 clusters Score -3532480 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3532683.500000 Penalty: 5099.511230
	Iteration 16Q: 3 clusters Score -3532684 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3532818.250000 Penalty: 5099.511230
	Iteration 17Q: 3 clusters Score -3532818 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3532857.500000 Penalty: 5099.511230
	Iteration 18Q: 3 clusters Score -3532858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3532907.500000 Penalty: 5099.511230
	Iteration 19Q: 3 clusters Score -3532908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3532937.000000 Penalty: 5099.511230
	Iteration 20F: 3 clusters Score -3532937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3532956.250000 Penalty: 5099.511230
	Iteration 21Q: 3 clusters Score -3532956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3532972.750000 Penalty: 5099.511230
	Iteration 22Q: 3 clusters Score -3532973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3532992.750000 Penalty: 5099.511230
	Iteration 23Q: 3 clusters Score -3532993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3532998.500000 Penalty: 5099.511230
	Iteration 24Q: 3 clusters Score -3532998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3533000.750000 Penalty: 5099.511230
	Iteration 25Q: 3 clusters Score -3533001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3533002.250000 Penalty: 5099.511230
	Iteration 26Q: 3 clusters Score -3533002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3533001.500000 Penalty: 5099.511230
	Iteration 27Q: 3 clusters Score -3533002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3533008.000000 Penalty: 5099.511230
	Iteration 28Q: 3 clusters Score -3533008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3533015.250000 Penalty: 5099.511230
	Iteration 29Q: 3 clusters Score -3533015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3533012.250000 Penalty: 5099.511230
	Iteration 30Q: 3 clusters Score -3533012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3533022.000000 Penalty: 5099.511230
	Iteration 31Q: 3 clusters Score -3533022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3533026.000000 Penalty: 5099.511230
	Iteration 32Q: 3 clusters Score -3533026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3533034.000000 Penalty: 5099.511230
	Iteration 33Q: 3 clusters Score -3533034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3533030.250000 Penalty: 5099.511230
	Iteration 34Q: 3 clusters Score -3533030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3533032.750000 Penalty: 5099.511230
	Iteration 35Q: 3 clusters Score -3533033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3533033.750000 Penalty: 5099.511230
	Iteration 36Q: 3 clusters Score -3533034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3533038.250000 Penalty: 5099.511230
	Iteration 37Q: 3 clusters Score -3533038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3533037.250000 Penalty: 5099.511230
	Iteration 38Q: 3 clusters Score -3533037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3533042.000000 Penalty: 5099.511230
	Iteration 39Q: 3 clusters Score -3533042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3533043.250000 Penalty: 5099.511230
	Iteration 40F: 3 clusters Score -3533043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3533040.750000 Penalty: 5099.511230
	Iteration 41Q: 3 clusters Score -3533041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3533042.000000 Penalty: 5099.511230
	Iteration 42Q: 3 clusters Score -3533042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3533045.500000 Penalty: 5099.511230
	Iteration 43Q: 3 clusters Score -3533046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3533050.250000 Penalty: 5099.511230
	Iteration 44Q: 3 clusters Score -3533050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3533053.000000 Penalty: 5099.511230
	Iteration 45Q: 3 clusters Score -3533053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3533053.250000 Penalty: 5099.511230
	Iteration 46Q: 3 clusters Score -3533053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3533052.250000 Penalty: 5099.511230
	Iteration 47Q: 3 clusters Score -3533052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3533053.000000 Penalty: 5099.511230
	Iteration 48Q: 3 clusters Score -3533053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3533057.250000 Penalty: 5099.511230
	Iteration 49Q: 3 clusters Score -3533057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3533058.250000 Penalty: 5099.511230
	Iteration 50Q: 3 clusters Score -3533058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3533061.750000 Penalty: 5099.511230
	Iteration 51Q: 3 clusters Score -3533062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3533059.500000 Penalty: 5099.511230
	Iteration 52Q: 3 clusters Score -3533060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3533061.000000 Penalty: 5099.511230
	Iteration 53Q: 3 clusters Score -3533061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3533062.250000 Penalty: 5099.511230
	Iteration 54Q: 3 clusters Score -3533062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3533066.000000 Penalty: 5099.511230
	Iteration 55Q: 3 clusters Score -3533066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3533066.250000 Penalty: 5099.511230
	Iteration 56Q: 3 clusters Score -3533066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3533066.250000 Penalty: 5099.511230
	Iteration 57F: 3 clusters Score -3533066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -994018.875000 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -994018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -987211.500000 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -987211.5 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -989096.750000 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -989096.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -989417.437500 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -989417.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -989672.437500 Penalty: 4499.995605
	Iteration 3F: 3 clusters Score -989672.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -989869.437500 Penalty: 4499.995605
	Iteration 4Q: 3 clusters Score -989869.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -990051.750000 Penalty: 4499.995605
	Iteration 5Q: 3 clusters Score -990051.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -990260.562500 Penalty: 4499.995605
	Iteration 6Q: 3 clusters Score -990260.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -990460.937500 Penalty: 4499.995605
	Iteration 7Q: 3 clusters Score -990460.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -990661.312500 Penalty: 4499.995605
	Iteration 8Q: 3 clusters Score -990661.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -990874.250000 Penalty: 4499.995605
	Iteration 9Q: 3 clusters Score -990874.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -991095.500000 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -991095.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -991287.687500 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -991287.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -991456.375000 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -991456.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -991597.125000 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -991597.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -991728.937500 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -991728.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -991839.000000 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -991839 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -991925.437500 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -991925.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -992006.937500 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -992006.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -992093.562500 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -992093.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -992178.500000 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -992178.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -992240.187500 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -992240.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -992288.625000 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -992288.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -992328.062500 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -992328.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -992361.750000 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -992361.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -992391.375000 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -992391.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -992414.562500 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -992414.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -992437.375000 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -992437.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -992460.687500 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -992460.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -992476.312500 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -992476.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -992488.687500 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -992488.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -992496.187500 Penalty: 4499.995605
	Iteration 30Q: 3 clusters Score -992496.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -992502.562500 Penalty: 4499.995605
	Iteration 31Q: 3 clusters Score -992502.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -992509.750000 Penalty: 4499.995605
	Iteration 32Q: 3 clusters Score -992509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -992512.250000 Penalty: 4499.995605
	Iteration 33Q: 3 clusters Score -992512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -992513.750000 Penalty: 4499.995605
	Iteration 34Q: 3 clusters Score -992513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -992516.937500 Penalty: 4499.995605
	Iteration 35Q: 3 clusters Score -992516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -992516.687500 Penalty: 4499.995605
	Iteration 36Q: 3 clusters Score -992516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -992520.437500 Penalty: 4499.995605
	Iteration 37Q: 3 clusters Score -992520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -992523.187500 Penalty: 4499.995605
	Iteration 38Q: 3 clusters Score -992523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -992521.187500 Penalty: 4499.995605
	Iteration 39Q: 3 clusters Score -992521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -992524.312500 Penalty: 4499.995605
	Iteration 40F: 3 clusters Score -992524.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -992528.750000 Penalty: 4499.995605
	Iteration 41Q: 3 clusters Score -992528.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -992532.875000 Penalty: 4499.995605
	Iteration 42Q: 3 clusters Score -992532.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -992534.875000 Penalty: 4499.995605
	Iteration 43Q: 3 clusters Score -992534.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -992540.500000 Penalty: 4499.995605
	Iteration 44Q: 3 clusters Score -992540.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -992546.375000 Penalty: 4499.995605
	Iteration 45Q: 3 clusters Score -992546.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -992548.562500 Penalty: 4499.995605
	Iteration 46Q: 3 clusters Score -992548.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -992552.125000 Penalty: 4499.995605
	Iteration 47Q: 3 clusters Score -992552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -992552.125000 Penalty: 4499.995605
	Iteration 48Q: 3 clusters Score -992552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -992554.437500 Penalty: 4499.995605
	Iteration 49Q: 3 clusters Score -992554.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -992558.562500 Penalty: 4499.995605
	Iteration 50Q: 3 clusters Score -992558.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -992560.250000 Penalty: 4499.995605
	Iteration 51Q: 3 clusters Score -992560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -992563.437500 Penalty: 4499.995605
	Iteration 52Q: 3 clusters Score -992563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -992565.375000 Penalty: 4499.995605
	Iteration 53Q: 3 clusters Score -992565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -992570.312500 Penalty: 4499.995605
	Iteration 54Q: 3 clusters Score -992570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -992571.125000 Penalty: 4499.995605
	Iteration 55Q: 3 clusters Score -992571.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -992571.875000 Penalty: 4499.995605
	Iteration 56Q: 3 clusters Score -992571.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -992572.687500 Penalty: 4499.995605
	Iteration 57Q: 3 clusters Score -992572.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -992574.687500 Penalty: 4499.995605
	Iteration 58Q: 3 clusters Score -992574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -992579.625000 Penalty: 4499.995605
	Iteration 59Q: 3 clusters Score -992579.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -992584.187500 Penalty: 4499.995605
	Iteration 60F: 3 clusters Score -992584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -992583.312500 Penalty: 4499.995605
	Iteration 61Q: 3 clusters Score -992583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -992587.312500 Penalty: 4499.995605
	Iteration 62Q: 3 clusters Score -992587.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -992591.062500 Penalty: 4499.995605
	Iteration 63Q: 3 clusters Score -992591.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -992599.562500 Penalty: 4499.995605
	Iteration 64Q: 3 clusters Score -992599.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -992601.562500 Penalty: 4499.995605
	Iteration 65Q: 3 clusters Score -992601.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -992607.125000 Penalty: 4499.995605
	Iteration 66Q: 3 clusters Score -992607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -992610.687500 Penalty: 4499.995605
	Iteration 67Q: 3 clusters Score -992610.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -992616.937500 Penalty: 4499.995605
	Iteration 68Q: 3 clusters Score -992616.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -992622.937500 Penalty: 4499.995605
	Iteration 69Q: 3 clusters Score -992622.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -992626.250000 Penalty: 4499.995605
	Iteration 70Q: 3 clusters Score -992626.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -992629.625000 Penalty: 4499.995605
	Iteration 71Q: 3 clusters Score -992629.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -992633.875000 Penalty: 4499.995605
	Iteration 72Q: 3 clusters Score -992633.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -992638.750000 Penalty: 4499.995605
	Iteration 73Q: 3 clusters Score -992638.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -992638.812500 Penalty: 4499.995605
	Iteration 74Q: 3 clusters Score -992638.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -992642.125000 Penalty: 4499.995605
	Iteration 75Q: 3 clusters Score -992642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -992642.562500 Penalty: 4499.995605
	Iteration 76Q: 3 clusters Score -992642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -992643.750000 Penalty: 4499.995605
	Iteration 77Q: 3 clusters Score -992643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -992647.125000 Penalty: 4499.995605
	Iteration 78Q: 3 clusters Score -992647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -992648.750000 Penalty: 4499.995605
	Iteration 79Q: 3 clusters Score -992648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -992647.875000 Penalty: 4499.995605
	Iteration 80F: 3 clusters Score -992647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -992653.125000 Penalty: 4499.995605
	Iteration 81Q: 3 clusters Score -992653.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -992653.875000 Penalty: 4499.995605
	Iteration 82Q: 3 clusters Score -992653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -992656.187500 Penalty: 4499.995605
	Iteration 83Q: 3 clusters Score -992656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -992655.437500 Penalty: 4499.995605
	Iteration 84Q: 3 clusters Score -992655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -992656.500000 Penalty: 4499.995605
	Iteration 85Q: 3 clusters Score -992656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -992656.812500 Penalty: 4499.995605
	Iteration 86Q: 3 clusters Score -992656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -992656.812500 Penalty: 4499.995605
	Iteration 87F: 3 clusters Score -992656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -323729.500000 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -323729.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -320560.968750 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -320561 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -321221.781250 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -321221.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -321359.562500 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -321359.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -321451.312500 Penalty: 3940.116211
	Iteration 3Q: 3 clusters Score -321451.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -321529.593750 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -321529.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -321602.656250 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -321602.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -321667.812500 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -321667.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -321725.125000 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -321725.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321795.406250 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -321795.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -321875.406250 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -321875.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321965.062500 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -321965.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -322060.031250 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -322060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -322158.312500 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -322158.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -322255.375000 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -322255.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -322350.031250 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -322350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -322430.500000 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -322430.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322503.468750 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -322503.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -322565.562500 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -322565.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -322616.937500 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -322616.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -322653.062500 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -322653.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -322692.250000 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -322692.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -322722.312500 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -322722.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -322746.187500 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -322746.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -322764.843750 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -322764.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -322786.937500 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -322786.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -322820.125000 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -322820.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -322882.437500 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -322882.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -322952.937500 Penalty: 3940.116211
	Iteration 27Q: 3 clusters Score -322952.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -322986.093750 Penalty: 3940.116211
	Iteration 28Q: 3 clusters Score -322986.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -323002.218750 Penalty: 3940.116211
	Iteration 29Q: 3 clusters Score -323002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -323011.531250 Penalty: 3940.116211
	Iteration 30Q: 3 clusters Score -323011.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -323020.031250 Penalty: 3940.116211
	Iteration 31Q: 3 clusters Score -323020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -323028.437500 Penalty: 3940.116211
	Iteration 32Q: 3 clusters Score -323028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -323037.562500 Penalty: 3940.116211
	Iteration 33Q: 3 clusters Score -323037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -323041.968750 Penalty: 3940.116211
	Iteration 34Q: 3 clusters Score -323042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -323045.406250 Penalty: 3940.116211
	Iteration 35Q: 3 clusters Score -323045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -323046.468750 Penalty: 3940.116211
	Iteration 36Q: 3 clusters Score -323046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -323046.968750 Penalty: 3940.116211
	Iteration 37Q: 3 clusters Score -323047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -323046.968750 Penalty: 3940.116211
	Iteration 38F: 3 clusters Score -323047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Entering Unmasked Estep 
Score: -3676419.250000 Penalty: 2556.247803
	Iteration 0F: 2 clusters Score -3676419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3656001.750000 Penalty: 5112.495605
	Iteration 0F: 3 clusters Score -3656002 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3663563.250000 Penalty: 5112.495605
	Iteration 1F: 3 clusters Score -3663563 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3664237.250000 Penalty: 5112.495605
	Iteration 2F: 3 clusters Score -3664237 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3664866.750000 Penalty: 5112.495605
	Iteration 3Q: 3 clusters Score -3664867 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3665624.250000 Penalty: 5112.495605
	Iteration 4Q: 3 clusters Score -3665624 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3666355.250000 Penalty: 5112.495605
	Iteration 5Q: 3 clusters Score -3666355 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3667065.500000 Penalty: 5112.495605
	Iteration 6Q: 3 clusters Score -3667066 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3667764.500000 Penalty: 5112.495605
	Iteration 7Q: 3 clusters Score -3667764 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3668324.250000 Penalty: 5112.495605
	Iteration 8Q: 3 clusters Score -3668324 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3668817.500000 Penalty: 5112.495605
	Iteration 9Q: 3 clusters Score -3668818 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3669225.750000 Penalty: 5112.495605
	Iteration 10Q: 3 clusters Score -3669226 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3669598.750000 Penalty: 5112.495605
	Iteration 11Q: 3 clusters Score -3669599 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3669925.500000 Penalty: 5112.495605
	Iteration 12Q: 3 clusters Score -3669926 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3670259.750000 Penalty: 5112.495605
	Iteration 13Q: 3 clusters Score -3670260 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3670583.250000 Penalty: 5112.495605
	Iteration 14Q: 3 clusters Score -3670583 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3670927.000000 Penalty: 5112.495605
	Iteration 15Q: 3 clusters Score -3670927 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3671328.000000 Penalty: 5112.495605
	Iteration 16Q: 3 clusters Score -3671328 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3671752.500000 Penalty: 5112.495605
	Iteration 17Q: 3 clusters Score -3671752 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3672198.750000 Penalty: 5112.495605
	Iteration 18Q: 3 clusters Score -3672199 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3672638.250000 Penalty: 5112.495605
	Iteration 19Q: 3 clusters Score -3672638 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3672978.250000 Penalty: 5112.495605
	Iteration 20F: 3 clusters Score -3672978 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3673291.750000 Penalty: 5112.495605
	Iteration 21Q: 3 clusters Score -3673292 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3673520.500000 Penalty: 5112.495605
	Iteration 22Q: 3 clusters Score -3673520 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3673676.500000 Penalty: 5112.495605
	Iteration 23Q: 3 clusters Score -3673676 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3673795.250000 Penalty: 5112.495605
	Iteration 24Q: 3 clusters Score -3673795 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3673904.750000 Penalty: 5112.495605
	Iteration 25Q: 3 clusters Score -3673905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3673982.000000 Penalty: 5112.495605
	Iteration 26Q: 3 clusters Score -3673982 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3674050.500000 Penalty: 5112.495605
	Iteration 27Q: 3 clusters Score -3674050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3674112.750000 Penalty: 5112.495605
	Iteration 28Q: 3 clusters Score -3674113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3674139.750000 Penalty: 5112.495605
	Iteration 29Q: 3 clusters Score -3674140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3674162.500000 Penalty: 5112.495605
	Iteration 30Q: 3 clusters Score -3674162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3674172.500000 Penalty: 5112.495605
	Iteration 31Q: 3 clusters Score -3674172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3674179.250000 Penalty: 5112.495605
	Iteration 32Q: 3 clusters Score -3674179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3674184.500000 Penalty: 5112.495605
	Iteration 33Q: 3 clusters Score -3674184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3674183.750000 Penalty: 5112.495605
	Iteration 34Q: 3 clusters Score -3674184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3674183.500000 Penalty: 5112.495605
	Iteration 35Q: 3 clusters Score -3674184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3674191.500000 Penalty: 5112.495605
	Iteration 36Q: 3 clusters Score -3674192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3674200.250000 Penalty: 5112.495605
	Iteration 37Q: 3 clusters Score -3674200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3674204.750000 Penalty: 5112.495605
	Iteration 38Q: 3 clusters Score -3674205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3674217.000000 Penalty: 5112.495605
	Iteration 39Q: 3 clusters Score -3674217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3674217.000000 Penalty: 5112.495605
	Iteration 40F: 3 clusters Score -3674217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3674231.500000 Penalty: 5112.495605
	Iteration 41Q: 3 clusters Score -3674232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3674248.750000 Penalty: 5112.495605
	Iteration 42Q: 3 clusters Score -3674249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3674252.500000 Penalty: 5112.495605
	Iteration 43Q: 3 clusters Score -3674252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3674255.000000 Penalty: 5112.495605
	Iteration 44Q: 3 clusters Score -3674255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3674253.500000 Penalty: 5112.495605
	Iteration 45Q: 3 clusters Score -3674254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3674256.500000 Penalty: 5112.495605
	Iteration 46Q: 3 clusters Score -3674256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3674261.750000 Penalty: 5112.495605
	Iteration 47Q: 3 clusters Score -3674262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3674264.250000 Penalty: 5112.495605
	Iteration 48Q: 3 clusters Score -3674264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3674268.250000 Penalty: 5112.495605
	Iteration 49Q: 3 clusters Score -3674268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3674265.500000 Penalty: 5112.495605
	Iteration 50Q: 3 clusters Score -3674266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3674270.000000 Penalty: 5112.495605
	Iteration 51Q: 3 clusters Score -3674270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3674279.500000 Penalty: 5112.495605
	Iteration 52Q: 3 clusters Score -3674280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3674280.500000 Penalty: 5112.495605
	Iteration 53Q: 3 clusters Score -3674280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3674285.750000 Penalty: 5112.495605
	Iteration 54Q: 3 clusters Score -3674286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3674283.750000 Penalty: 5112.495605
	Iteration 55Q: 3 clusters Score -3674284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3674288.250000 Penalty: 5112.495605
	Iteration 56Q: 3 clusters Score -3674288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3674287.750000 Penalty: 5112.495605
	Iteration 57Q: 3 clusters Score -3674288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3674289.750000 Penalty: 5112.495605
	Iteration 58Q: 3 clusters Score -3674290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3674289.750000 Penalty: 5112.495605
	Iteration 59Q: 3 clusters Score -3674290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3674291.500000 Penalty: 5112.495605
	Iteration 60F: 3 clusters Score -3674292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3674290.500000 Penalty: 5112.495605
	Iteration 61Q: 3 clusters Score -3674290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3674294.500000 Penalty: 5112.495605
	Iteration 62Q: 3 clusters Score -3674294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3674297.750000 Penalty: 5112.495605
	Iteration 63Q: 3 clusters Score -3674298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3674303.250000 Penalty: 5112.495605
	Iteration 64Q: 3 clusters Score -3674303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3674310.750000 Penalty: 5112.495605
	Iteration 65Q: 3 clusters Score -3674311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3674309.750000 Penalty: 5112.495605
	Iteration 66Q: 3 clusters Score -3674310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3674312.000000 Penalty: 5112.495605
	Iteration 67Q: 3 clusters Score -3674312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3674310.250000 Penalty: 5112.495605
	Iteration 68Q: 3 clusters Score -3674310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3674314.000000 Penalty: 5112.495605
	Iteration 69Q: 3 clusters Score -3674314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3674311.750000 Penalty: 5112.495605
	Iteration 70Q: 3 clusters Score -3674312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3674317.000000 Penalty: 5112.495605
	Iteration 71Q: 3 clusters Score -3674317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3674319.250000 Penalty: 5112.495605
	Iteration 72Q: 3 clusters Score -3674319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3674324.250000 Penalty: 5112.495605
	Iteration 73Q: 3 clusters Score -3674324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3674328.500000 Penalty: 5112.495605
	Iteration 74Q: 3 clusters Score -3674328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3674334.250000 Penalty: 5112.495605
	Iteration 75Q: 3 clusters Score -3674334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3674338.750000 Penalty: 5112.495605
	Iteration 76Q: 3 clusters Score -3674339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3674342.250000 Penalty: 5112.495605
	Iteration 77Q: 3 clusters Score -3674342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3674339.500000 Penalty: 5112.495605
	Iteration 78Q: 3 clusters Score -3674340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3674345.000000 Penalty: 5112.495605
	Iteration 79Q: 3 clusters Score -3674345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3674348.250000 Penalty: 5112.495605
	Iteration 80F: 3 clusters Score -3674348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3674354.250000 Penalty: 5112.495605
	Iteration 81Q: 3 clusters Score -3674354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3674355.000000 Penalty: 5112.495605
	Iteration 82Q: 3 clusters Score -3674355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3674353.250000 Penalty: 5112.495605
	Iteration 83Q: 3 clusters Score -3674353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3674353.250000 Penalty: 5112.495605
	Iteration 84F: 3 clusters Score -3674353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Entering Unmasked Estep 
Score: -20696170.000000 Penalty: 2983.204102
	Iteration 0F: 2 clusters Score -2.069617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -20585650.000000 Penalty: 5966.408203
	Iteration 0F: 3 clusters Score -2.058565e+07 nChanged 80130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -20632082.000000 Penalty: 5966.408203
	Iteration 1F: 3 clusters Score -2.063208e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -20633314.000000 Penalty: 5966.408203
	Iteration 2Q: 3 clusters Score -2.063331e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -20635258.000000 Penalty: 5966.408203
	Iteration 3Q: 3 clusters Score -2.063526e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -20638532.000000 Penalty: 5966.408203
	Iteration 4Q: 3 clusters Score -2.063853e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -20644272.000000 Penalty: 5966.408203
	Iteration 5F: 3 clusters Score -2.064427e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -20653656.000000 Penalty: 5966.408203
	Iteration 6F: 3 clusters Score -2.065366e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134531 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -20666762.000000 Penalty: 5966.408203
	Iteration 7F: 3 clusters Score -2.066676e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146806 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -20678922.000000 Penalty: 5966.408203
	Iteration 8F: 3 clusters Score -2.067892e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -20687132.000000 Penalty: 5966.408203
	Iteration 9Q: 3 clusters Score -2.068713e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -20691282.000000 Penalty: 5966.408203
	Iteration 10Q: 3 clusters Score -2.069128e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -20693008.000000 Penalty: 5966.408203
	Iteration 11Q: 3 clusters Score -2.069301e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160778 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -20693774.000000 Penalty: 5966.408203
	Iteration 12Q: 3 clusters Score -2.069377e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161348 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -20694190.000000 Penalty: 5966.408203
	Iteration 13Q: 3 clusters Score -2.069419e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161759 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -20694430.000000 Penalty: 5966.408203
	Iteration 14Q: 3 clusters Score -2.069443e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162069 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -20694592.000000 Penalty: 5966.408203
	Iteration 15Q: 3 clusters Score -2.069459e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162346 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -20694584.000000 Penalty: 5966.408203
	Iteration 16Q: 3 clusters Score -2.069458e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162605 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -20694592.000000 Penalty: 5966.408203
	Iteration 17Q: 3 clusters Score -2.069459e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162825 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -20694604.000000 Penalty: 5966.408203
	Iteration 18Q: 3 clusters Score -2.06946e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162998 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -20694656.000000 Penalty: 5966.408203
	Iteration 19Q: 3 clusters Score -2.069466e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -20694634.000000 Penalty: 5966.408203
	Iteration 20F: 3 clusters Score -2.069463e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163294 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -20694674.000000 Penalty: 5966.408203
	Iteration 21Q: 3 clusters Score -2.069467e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -20694698.000000 Penalty: 5966.408203
	Iteration 22Q: 3 clusters Score -2.06947e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -20694722.000000 Penalty: 5966.408203
	Iteration 23Q: 3 clusters Score -2.069472e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -20694710.000000 Penalty: 5966.408203
	Iteration 24Q: 3 clusters Score -2.069471e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -20694704.000000 Penalty: 5966.408203
	Iteration 25Q: 3 clusters Score -2.06947e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -20694732.000000 Penalty: 5966.408203
	Iteration 26Q: 3 clusters Score -2.069473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -20694736.000000 Penalty: 5966.408203
	Iteration 27Q: 3 clusters Score -2.069474e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -20694728.000000 Penalty: 5966.408203
	Iteration 28Q: 3 clusters Score -2.069473e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -20694750.000000 Penalty: 5966.408203
	Iteration 29Q: 3 clusters Score -2.069475e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -20694800.000000 Penalty: 5966.408203
	Iteration 30Q: 3 clusters Score -2.06948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -20694778.000000 Penalty: 5966.408203
	Iteration 31Q: 3 clusters Score -2.069478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164066 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -20694770.000000 Penalty: 5966.408203
	Iteration 32Q: 3 clusters Score -2.069477e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -20694746.000000 Penalty: 5966.408203
	Iteration 33Q: 3 clusters Score -2.069475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -20694774.000000 Penalty: 5966.408203
	Iteration 34Q: 3 clusters Score -2.069477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -20694772.000000 Penalty: 5966.408203
	Iteration 35Q: 3 clusters Score -2.069477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -20694768.000000 Penalty: 5966.408203
	Iteration 36Q: 3 clusters Score -2.069477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164164 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20694766.000000 Penalty: 5966.408203
	Iteration 37Q: 3 clusters Score -2.069477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164174 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -20694760.000000 Penalty: 5966.408203
	Iteration 38Q: 3 clusters Score -2.069476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -20694758.000000 Penalty: 5966.408203
	Iteration 39Q: 3 clusters Score -2.069476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -20694756.000000 Penalty: 5966.408203
	Iteration 40F: 3 clusters Score -2.069476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -20694756.000000 Penalty: 5966.408203
	Iteration 41Q: 3 clusters Score -2.069476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164215 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20694748.000000 Penalty: 5966.408203
	Iteration 42Q: 3 clusters Score -2.069475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -20694744.000000 Penalty: 5966.408203
	Iteration 43Q: 3 clusters Score -2.069474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -20694730.000000 Penalty: 5966.408203
	Iteration 44Q: 3 clusters Score -2.069473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -20694754.000000 Penalty: 5966.408203
	Iteration 45Q: 3 clusters Score -2.069475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20694766.000000 Penalty: 5966.408203
	Iteration 46Q: 3 clusters Score -2.069477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -20694740.000000 Penalty: 5966.408203
	Iteration 47Q: 3 clusters Score -2.069474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164266 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -20694750.000000 Penalty: 5966.408203
	Iteration 48Q: 3 clusters Score -2.069475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164270 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -20694748.000000 Penalty: 5966.408203
	Iteration 49Q: 3 clusters Score -2.069475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164275 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -20694756.000000 Penalty: 5966.408203
	Iteration 50Q: 3 clusters Score -2.069476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -20694750.000000 Penalty: 5966.408203
	Iteration 51Q: 3 clusters Score -2.069475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -20694758.000000 Penalty: 5966.408203
	Iteration 52Q: 3 clusters Score -2.069476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -20694758.000000 Penalty: 5966.408203
	Iteration 53F: 3 clusters Score -2.069476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1226116.250000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1226116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1218434.000000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1218434 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1220612.500000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1220612 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1220909.125000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1220909 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1221121.375000 Penalty: 4569.319824
	Iteration 3F: 3 clusters Score -1221121 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1221319.375000 Penalty: 4569.319824
	Iteration 4Q: 3 clusters Score -1221319 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1221522.500000 Penalty: 4569.319824
	Iteration 5Q: 3 clusters Score -1221522 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1221735.125000 Penalty: 4569.319824
	Iteration 6Q: 3 clusters Score -1221735 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1222000.625000 Penalty: 4569.319824
	Iteration 7Q: 3 clusters Score -1222001 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1222347.500000 Penalty: 4569.319824
	Iteration 8F: 3 clusters Score -1222348 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1222717.500000 Penalty: 4569.319824
	Iteration 9F: 3 clusters Score -1222718 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1223100.375000 Penalty: 4569.319824
	Iteration 10F: 3 clusters Score -1223100 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1223449.000000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1223449 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1223704.750000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1223705 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1223911.000000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1223911 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1224057.000000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1224057 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1224144.250000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1224144 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1224197.625000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1224198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1224238.000000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1224238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1224267.125000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1224267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1224280.125000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1224280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1224296.250000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1224296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1224305.500000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1224306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1224318.875000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1224319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1224321.750000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1224322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1224327.875000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1224328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1224329.125000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1224329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1224333.125000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1224333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1224335.750000 Penalty: 4569.319824
	Iteration 27Q: 3 clusters Score -1224336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1224335.125000 Penalty: 4569.319824
	Iteration 28Q: 3 clusters Score -1224335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1224337.375000 Penalty: 4569.319824
	Iteration 29Q: 3 clusters Score -1224337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1224341.375000 Penalty: 4569.319824
	Iteration 30Q: 3 clusters Score -1224341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1224343.500000 Penalty: 4569.319824
	Iteration 31Q: 3 clusters Score -1224344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1224342.625000 Penalty: 4569.319824
	Iteration 32Q: 3 clusters Score -1224343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1224345.125000 Penalty: 4569.319824
	Iteration 33Q: 3 clusters Score -1224345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1224349.375000 Penalty: 4569.319824
	Iteration 34Q: 3 clusters Score -1224349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1224350.625000 Penalty: 4569.319824
	Iteration 35Q: 3 clusters Score -1224351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1224351.750000 Penalty: 4569.319824
	Iteration 36Q: 3 clusters Score -1224352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1224354.750000 Penalty: 4569.319824
	Iteration 37Q: 3 clusters Score -1224355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1224354.250000 Penalty: 4569.319824
	Iteration 38Q: 3 clusters Score -1224354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1224355.750000 Penalty: 4569.319824
	Iteration 39Q: 3 clusters Score -1224356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1224356.875000 Penalty: 4569.319824
	Iteration 40F: 3 clusters Score -1224357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1224359.000000 Penalty: 4569.319824
	Iteration 41Q: 3 clusters Score -1224359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1224361.250000 Penalty: 4569.319824
	Iteration 42Q: 3 clusters Score -1224361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1224361.125000 Penalty: 4569.319824
	Iteration 43Q: 3 clusters Score -1224361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1224359.875000 Penalty: 4569.319824
	Iteration 44Q: 3 clusters Score -1224360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1224367.500000 Penalty: 4569.319824
	Iteration 45Q: 3 clusters Score -1224368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1224363.750000 Penalty: 4569.319824
	Iteration 46Q: 3 clusters Score -1224364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1224368.375000 Penalty: 4569.319824
	Iteration 47Q: 3 clusters Score -1224368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1224369.375000 Penalty: 4569.319824
	Iteration 48Q: 3 clusters Score -1224369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1224368.500000 Penalty: 4569.319824
	Iteration 49Q: 3 clusters Score -1224368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1224370.625000 Penalty: 4569.319824
	Iteration 50Q: 3 clusters Score -1224371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1224375.625000 Penalty: 4569.319824
	Iteration 51Q: 3 clusters Score -1224376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1224373.750000 Penalty: 4569.319824
	Iteration 52Q: 3 clusters Score -1224374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1224374.875000 Penalty: 4569.319824
	Iteration 53Q: 3 clusters Score -1224375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1224375.125000 Penalty: 4569.319824
	Iteration 54Q: 3 clusters Score -1224375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1224375.375000 Penalty: 4569.319824
	Iteration 55Q: 3 clusters Score -1224375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1224374.750000 Penalty: 4569.319824
	Iteration 56Q: 3 clusters Score -1224375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1224378.125000 Penalty: 4569.319824
	Iteration 57Q: 3 clusters Score -1224378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1224381.750000 Penalty: 4569.319824
	Iteration 58Q: 3 clusters Score -1224382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1224381.375000 Penalty: 4569.319824
	Iteration 59Q: 3 clusters Score -1224381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1224382.875000 Penalty: 4569.319824
	Iteration 60F: 3 clusters Score -1224383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1224384.375000 Penalty: 4569.319824
	Iteration 61Q: 3 clusters Score -1224384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1224388.125000 Penalty: 4569.319824
	Iteration 62Q: 3 clusters Score -1224388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1224390.000000 Penalty: 4569.319824
	Iteration 63Q: 3 clusters Score -1224390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1224396.000000 Penalty: 4569.319824
	Iteration 64Q: 3 clusters Score -1224396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1224397.375000 Penalty: 4569.319824
	Iteration 65Q: 3 clusters Score -1224397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1224399.875000 Penalty: 4569.319824
	Iteration 66Q: 3 clusters Score -1224400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1224400.250000 Penalty: 4569.319824
	Iteration 67Q: 3 clusters Score -1224400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1224401.375000 Penalty: 4569.319824
	Iteration 68Q: 3 clusters Score -1224401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1224403.375000 Penalty: 4569.319824
	Iteration 69Q: 3 clusters Score -1224403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1224408.125000 Penalty: 4569.319824
	Iteration 70Q: 3 clusters Score -1224408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1224408.500000 Penalty: 4569.319824
	Iteration 71Q: 3 clusters Score -1224408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1224411.250000 Penalty: 4569.319824
	Iteration 72Q: 3 clusters Score -1224411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1224410.375000 Penalty: 4569.319824
	Iteration 73Q: 3 clusters Score -1224410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1224411.500000 Penalty: 4569.319824
	Iteration 74Q: 3 clusters Score -1224412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1224411.125000 Penalty: 4569.319824
	Iteration 75Q: 3 clusters Score -1224411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1224412.875000 Penalty: 4569.319824
	Iteration 76Q: 3 clusters Score -1224413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1224412.875000 Penalty: 4569.319824
	Iteration 77Q: 3 clusters Score -1224413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1224412.375000 Penalty: 4569.319824
	Iteration 78Q: 3 clusters Score -1224412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1224412.375000 Penalty: 4569.319824
	Iteration 79Q: 3 clusters Score -1224412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1224413.500000 Penalty: 4569.319824
	Iteration 80F: 3 clusters Score -1224414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1224412.625000 Penalty: 4569.319824
	Iteration 81Q: 3 clusters Score -1224413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1224416.000000 Penalty: 4569.319824
	Iteration 82Q: 3 clusters Score -1224416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1224412.625000 Penalty: 4569.319824
	Iteration 83Q: 3 clusters Score -1224413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1224412.625000 Penalty: 4569.319824
	Iteration 84F: 3 clusters Score -1224413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Entering Unmasked Estep 
Score: -4287209.500000 Penalty: 2592.657715
	Iteration 0F: 2 clusters Score -4287210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4263632.000000 Penalty: 5185.315430
	Iteration 0F: 3 clusters Score -4263632 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4272419.500000 Penalty: 5185.315430
	Iteration 1F: 3 clusters Score -4272420 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4272957.000000 Penalty: 5185.315430
	Iteration 2Q: 3 clusters Score -4272957 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4273565.000000 Penalty: 5185.315430
	Iteration 3Q: 3 clusters Score -4273565 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4274303.500000 Penalty: 5185.315430
	Iteration 4Q: 3 clusters Score -4274304 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4275289.000000 Penalty: 5185.315430
	Iteration 5F: 3 clusters Score -4275289 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -4276421.500000 Penalty: 5185.315430
	Iteration 6F: 3 clusters Score -4276422 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4277664.500000 Penalty: 5185.315430
	Iteration 7F: 3 clusters Score -4277664 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4278701.500000 Penalty: 5185.315430
	Iteration 8F: 3 clusters Score -4278702 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4279485.000000 Penalty: 5185.315430
	Iteration 9Q: 3 clusters Score -4279485 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4280056.000000 Penalty: 5185.315430
	Iteration 10Q: 3 clusters Score -4280056 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4280525.000000 Penalty: 5185.315430
	Iteration 11Q: 3 clusters Score -4280525 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4280913.500000 Penalty: 5185.315430
	Iteration 12Q: 3 clusters Score -4280914 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4281277.000000 Penalty: 5185.315430
	Iteration 13Q: 3 clusters Score -4281277 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4281616.500000 Penalty: 5185.315430
	Iteration 14Q: 3 clusters Score -4281616 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4281965.500000 Penalty: 5185.315430
	Iteration 15Q: 3 clusters Score -4281966 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4282271.000000 Penalty: 5185.315430
	Iteration 16Q: 3 clusters Score -4282271 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4282513.500000 Penalty: 5185.315430
	Iteration 17Q: 3 clusters Score -4282514 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4282752.000000 Penalty: 5185.315430
	Iteration 18Q: 3 clusters Score -4282752 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4282899.500000 Penalty: 5185.315430
	Iteration 19Q: 3 clusters Score -4282900 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4283000.000000 Penalty: 5185.315430
	Iteration 20F: 3 clusters Score -4283000 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -4283098.500000 Penalty: 5185.315430
	Iteration 21Q: 3 clusters Score -4283098 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4283211.500000 Penalty: 5185.315430
	Iteration 22Q: 3 clusters Score -4283212 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4283304.000000 Penalty: 5185.315430
	Iteration 23Q: 3 clusters Score -4283304 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -4283397.500000 Penalty: 5185.315430
	Iteration 24Q: 3 clusters Score -4283398 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -4283468.500000 Penalty: 5185.315430
	Iteration 25Q: 3 clusters Score -4283468 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4283544.500000 Penalty: 5185.315430
	Iteration 26Q: 3 clusters Score -4283544 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4283622.000000 Penalty: 5185.315430
	Iteration 27Q: 3 clusters Score -4283622 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4283718.000000 Penalty: 5185.315430
	Iteration 28Q: 3 clusters Score -4283718 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -4283792.500000 Penalty: 5185.315430
	Iteration 29Q: 3 clusters Score -4283792 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -4283903.000000 Penalty: 5185.315430
	Iteration 30Q: 3 clusters Score -4283903 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -4283988.000000 Penalty: 5185.315430
	Iteration 31Q: 3 clusters Score -4283988 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -4284089.000000 Penalty: 5185.315430
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Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6212 members 
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Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4284294 nChanged 224
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Mstep: Class 2 contains 5556 members 
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Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4858 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30784 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4284850 nChanged 68
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4285039 nChanged 20
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	Iteration 80F: 3 clusters Score -4285038 nChanged 18
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	Iteration 81Q: 3 clusters Score -4285038 nChanged 12
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	Iteration 82Q: 3 clusters Score -4285047 nChanged 12
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	Iteration 91Q: 3 clusters Score -4285066 nChanged 7
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	Iteration 97Q: 3 clusters Score -4285066 nChanged 6
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	Iteration 98Q: 3 clusters Score -4285070 nChanged 8
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	Iteration 100F: 3 clusters Score -4285074 nChanged 5
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	Iteration 101Q: 3 clusters Score -4285076 nChanged 5
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	Iteration 102Q: 3 clusters Score -4285073 nChanged 2
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	Iteration 103Q: 3 clusters Score -4285080 nChanged 5
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	Iteration 104Q: 3 clusters Score -4285078 nChanged 6
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	Iteration 105Q: 3 clusters Score -4285073 nChanged 7
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	Iteration 106Q: 3 clusters Score -4285073 nChanged 9
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	Iteration 108Q: 3 clusters Score -4285074 nChanged 8
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	Iteration 109Q: 3 clusters Score -4285081 nChanged 10
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	Iteration 111Q: 3 clusters Score -4285084 nChanged 8
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	Iteration 112Q: 3 clusters Score -4285086 nChanged 9
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	Iteration 113Q: 3 clusters Score -4285088 nChanged 11
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	Iteration 114Q: 3 clusters Score -4285094 nChanged 18
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	Iteration 115Q: 3 clusters Score -4285097 nChanged 19
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	Iteration 116Q: 3 clusters Score -4285099 nChanged 12
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	Iteration 117Q: 3 clusters Score -4285101 nChanged 7
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	Iteration 118Q: 3 clusters Score -4285102 nChanged 6
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	Iteration 119Q: 3 clusters Score -4285102 nChanged 9
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	Iteration 120F: 3 clusters Score -4285106 nChanged 10
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	Iteration 121Q: 3 clusters Score -4285108 nChanged 8
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	Iteration 122Q: 3 clusters Score -4285102 nChanged 8
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	Iteration 123Q: 3 clusters Score -4285109 nChanged 10
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	Iteration 124Q: 3 clusters Score -4285111 nChanged 4
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Score: -4285114.500000 Penalty: 5185.315430
	Iteration 125Q: 3 clusters Score -4285114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4285109.500000 Penalty: 5185.315430
	Iteration 126Q: 3 clusters Score -4285110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4285110.000000 Penalty: 5185.315430
	Iteration 127Q: 3 clusters Score -4285110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4285108.000000 Penalty: 5185.315430
	Iteration 128Q: 3 clusters Score -4285108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4285115.000000 Penalty: 5185.315430
	Iteration 129Q: 3 clusters Score -4285115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4285114.500000 Penalty: 5185.315430
	Iteration 130Q: 3 clusters Score -4285114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4285118.000000 Penalty: 5185.315430
	Iteration 131Q: 3 clusters Score -4285118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4285110.000000 Penalty: 5185.315430
	Iteration 132Q: 3 clusters Score -4285110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4285118.000000 Penalty: 5185.315430
	Iteration 133Q: 3 clusters Score -4285118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4285129.000000 Penalty: 5185.315430
	Iteration 134Q: 3 clusters Score -4285129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4285131.500000 Penalty: 5185.315430
	Iteration 135Q: 3 clusters Score -4285132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4285133.000000 Penalty: 5185.315430
	Iteration 136Q: 3 clusters Score -4285133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4285139.500000 Penalty: 5185.315430
	Iteration 137Q: 3 clusters Score -4285140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4285148.000000 Penalty: 5185.315430
	Iteration 138Q: 3 clusters Score -4285148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4285158.500000 Penalty: 5185.315430
	Iteration 139Q: 3 clusters Score -4285158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4285154.500000 Penalty: 5185.315430
	Iteration 140F: 3 clusters Score -4285154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4285157.500000 Penalty: 5185.315430
	Iteration 141Q: 3 clusters Score -4285158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4285148.500000 Penalty: 5185.315430
	Iteration 142Q: 3 clusters Score -4285148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4285154.000000 Penalty: 5185.315430
	Iteration 143Q: 3 clusters Score -4285154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4285166.500000 Penalty: 5185.315430
	Iteration 144Q: 3 clusters Score -4285166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4285165.500000 Penalty: 5185.315430
	Iteration 145Q: 3 clusters Score -4285166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4285156.500000 Penalty: 5185.315430
	Iteration 146Q: 3 clusters Score -4285156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4285162.000000 Penalty: 5185.315430
	Iteration 147Q: 3 clusters Score -4285162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4285158.000000 Penalty: 5185.315430
	Iteration 148Q: 3 clusters Score -4285158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4285165.000000 Penalty: 5185.315430
	Iteration 149Q: 3 clusters Score -4285165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4285172.000000 Penalty: 5185.315430
	Iteration 150Q: 3 clusters Score -4285172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4285171.000000 Penalty: 5185.315430
	Iteration 151Q: 3 clusters Score -4285171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4285177.500000 Penalty: 5185.315430
	Iteration 152Q: 3 clusters Score -4285178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4285168.500000 Penalty: 5185.315430
	Iteration 153Q: 3 clusters Score -4285168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4285170.500000 Penalty: 5185.315430
	Iteration 154Q: 3 clusters Score -4285170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4285169.500000 Penalty: 5185.315430
	Iteration 155Q: 3 clusters Score -4285170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4285168.000000 Penalty: 5185.315430
	Iteration 156Q: 3 clusters Score -4285168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4285165.500000 Penalty: 5185.315430
	Iteration 157Q: 3 clusters Score -4285166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4285167.500000 Penalty: 5185.315430
	Iteration 158Q: 3 clusters Score -4285168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4285169.500000 Penalty: 5185.315430
	Iteration 159Q: 3 clusters Score -4285170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4285164.500000 Penalty: 5185.315430
	Iteration 160F: 3 clusters Score -4285164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4285165.500000 Penalty: 5185.315430
	Iteration 161Q: 3 clusters Score -4285166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4285172.000000 Penalty: 5185.315430
	Iteration 162Q: 3 clusters Score -4285172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4285181.000000 Penalty: 5185.315430
	Iteration 163Q: 3 clusters Score -4285181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4285175.000000 Penalty: 5185.315430
	Iteration 164Q: 3 clusters Score -4285175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4285176.500000 Penalty: 5185.315430
	Iteration 165Q: 3 clusters Score -4285176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4285179.000000 Penalty: 5185.315430
	Iteration 166Q: 3 clusters Score -4285179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4285177.500000 Penalty: 5185.315430
	Iteration 167Q: 3 clusters Score -4285178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4285178.500000 Penalty: 5185.315430
	Iteration 168Q: 3 clusters Score -4285178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4285182.000000 Penalty: 5185.315430
	Iteration 169Q: 3 clusters Score -4285182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4285182.000000 Penalty: 5185.315430
	Iteration 170F: 3 clusters Score -4285182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Entering Unmasked Estep 
Score: -1591852.500000 Penalty: 2351.225830
	Iteration 0F: 2 clusters Score -1591852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1582244.375000 Penalty: 4702.451660
	Iteration 0F: 3 clusters Score -1582244 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1585155.125000 Penalty: 4702.451660
	Iteration 1F: 3 clusters Score -1585155 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1585532.375000 Penalty: 4702.451660
	Iteration 2F: 3 clusters Score -1585532 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1585846.500000 Penalty: 4702.451660
	Iteration 3F: 3 clusters Score -1585846 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1586158.375000 Penalty: 4702.451660
	Iteration 4Q: 3 clusters Score -1586158 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1586484.375000 Penalty: 4702.451660
	Iteration 5Q: 3 clusters Score -1586484 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1586789.875000 Penalty: 4702.451660
	Iteration 6Q: 3 clusters Score -1586790 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1587064.250000 Penalty: 4702.451660
	Iteration 7Q: 3 clusters Score -1587064 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1587270.375000 Penalty: 4702.451660
	Iteration 8Q: 3 clusters Score -1587270 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1587452.500000 Penalty: 4702.451660
	Iteration 9Q: 3 clusters Score -1587452 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1587611.250000 Penalty: 4702.451660
	Iteration 10Q: 3 clusters Score -1587611 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1587793.125000 Penalty: 4702.451660
	Iteration 11Q: 3 clusters Score -1587793 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1588003.250000 Penalty: 4702.451660
	Iteration 12Q: 3 clusters Score -1588003 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1588231.875000 Penalty: 4702.451660
	Iteration 13Q: 3 clusters Score -1588232 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1588492.000000 Penalty: 4702.451660
	Iteration 14Q: 3 clusters Score -1588492 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1588762.875000 Penalty: 4702.451660
	Iteration 15Q: 3 clusters Score -1588763 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1588996.625000 Penalty: 4702.451660
	Iteration 16Q: 3 clusters Score -1588997 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1589194.625000 Penalty: 4702.451660
	Iteration 17Q: 3 clusters Score -1589195 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1589348.250000 Penalty: 4702.451660
	Iteration 18Q: 3 clusters Score -1589348 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1589461.250000 Penalty: 4702.451660
	Iteration 19Q: 3 clusters Score -1589461 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1589550.250000 Penalty: 4702.451660
	Iteration 20F: 3 clusters Score -1589550 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1589617.250000 Penalty: 4702.451660
	Iteration 21Q: 3 clusters Score -1589617 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1589684.125000 Penalty: 4702.451660
	Iteration 22Q: 3 clusters Score -1589684 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1589742.875000 Penalty: 4702.451660
	Iteration 23Q: 3 clusters Score -1589743 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1589791.375000 Penalty: 4702.451660
	Iteration 24Q: 3 clusters Score -1589791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1589823.625000 Penalty: 4702.451660
	Iteration 25Q: 3 clusters Score -1589824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1589869.000000 Penalty: 4702.451660
	Iteration 26Q: 3 clusters Score -1589869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1589907.625000 Penalty: 4702.451660
	Iteration 27Q: 3 clusters Score -1589908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1589931.625000 Penalty: 4702.451660
	Iteration 28Q: 3 clusters Score -1589932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1589947.125000 Penalty: 4702.451660
	Iteration 29Q: 3 clusters Score -1589947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1589964.500000 Penalty: 4702.451660
	Iteration 30Q: 3 clusters Score -1589964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1589969.750000 Penalty: 4702.451660
	Iteration 31Q: 3 clusters Score -1589970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1589980.125000 Penalty: 4702.451660
	Iteration 32Q: 3 clusters Score -1589980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1589988.250000 Penalty: 4702.451660
	Iteration 33Q: 3 clusters Score -1589988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1589998.000000 Penalty: 4702.451660
	Iteration 34Q: 3 clusters Score -1589998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1590006.625000 Penalty: 4702.451660
	Iteration 35Q: 3 clusters Score -1590007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1590014.625000 Penalty: 4702.451660
	Iteration 36Q: 3 clusters Score -1590015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1590027.250000 Penalty: 4702.451660
	Iteration 37Q: 3 clusters Score -1590027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1590035.875000 Penalty: 4702.451660
	Iteration 38Q: 3 clusters Score -1590036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1590039.375000 Penalty: 4702.451660
	Iteration 39Q: 3 clusters Score -1590039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1590052.375000 Penalty: 4702.451660
	Iteration 40F: 3 clusters Score -1590052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1590058.250000 Penalty: 4702.451660
	Iteration 41Q: 3 clusters Score -1590058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1590065.375000 Penalty: 4702.451660
	Iteration 42Q: 3 clusters Score -1590065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1590070.250000 Penalty: 4702.451660
	Iteration 43Q: 3 clusters Score -1590070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1590075.000000 Penalty: 4702.451660
	Iteration 44Q: 3 clusters Score -1590075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1590077.375000 Penalty: 4702.451660
	Iteration 45Q: 3 clusters Score -1590077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1590078.625000 Penalty: 4702.451660
	Iteration 46Q: 3 clusters Score -1590079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1590082.000000 Penalty: 4702.451660
	Iteration 47Q: 3 clusters Score -1590082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1590087.000000 Penalty: 4702.451660
	Iteration 48Q: 3 clusters Score -1590087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1590093.125000 Penalty: 4702.451660
	Iteration 49Q: 3 clusters Score -1590093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1590099.000000 Penalty: 4702.451660
	Iteration 50Q: 3 clusters Score -1590099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1590102.625000 Penalty: 4702.451660
	Iteration 51Q: 3 clusters Score -1590103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1590102.625000 Penalty: 4702.451660
	Iteration 52Q: 3 clusters Score -1590103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1590105.750000 Penalty: 4702.451660
	Iteration 53Q: 3 clusters Score -1590106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1590108.500000 Penalty: 4702.451660
	Iteration 54Q: 3 clusters Score -1590108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1590108.875000 Penalty: 4702.451660
	Iteration 55Q: 3 clusters Score -1590109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1590109.500000 Penalty: 4702.451660
	Iteration 56Q: 3 clusters Score -1590110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1590112.750000 Penalty: 4702.451660
	Iteration 57Q: 3 clusters Score -1590113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1590113.375000 Penalty: 4702.451660
	Iteration 58Q: 3 clusters Score -1590113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1590112.125000 Penalty: 4702.451660
	Iteration 59Q: 3 clusters Score -1590112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1590115.000000 Penalty: 4702.451660
	Iteration 60F: 3 clusters Score -1590115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1590114.875000 Penalty: 4702.451660
	Iteration 61Q: 3 clusters Score -1590115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1590120.250000 Penalty: 4702.451660
	Iteration 62Q: 3 clusters Score -1590120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1590117.875000 Penalty: 4702.451660
	Iteration 63Q: 3 clusters Score -1590118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1590118.375000 Penalty: 4702.451660
	Iteration 64Q: 3 clusters Score -1590118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1590119.375000 Penalty: 4702.451660
	Iteration 65Q: 3 clusters Score -1590119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1590117.875000 Penalty: 4702.451660
	Iteration 66Q: 3 clusters Score -1590118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1590117.875000 Penalty: 4702.451660
	Iteration 67F: 3 clusters Score -1590118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Entering Unmasked Estep 
Score: -6964653.000000 Penalty: 2714.797119
	Iteration 0F: 2 clusters Score -6964653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6926615.000000 Penalty: 5429.594238
	Iteration 0F: 3 clusters Score -6926615 nChanged 26223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6941191.500000 Penalty: 5429.594238
	Iteration 1F: 3 clusters Score -6941192 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6942206.000000 Penalty: 5429.594238
	Iteration 2Q: 3 clusters Score -6942206 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6943570.000000 Penalty: 5429.594238
	Iteration 3F: 3 clusters Score -6943570 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -6945844.000000 Penalty: 5429.594238
	Iteration 4F: 3 clusters Score -6945844 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -6949356.500000 Penalty: 5429.594238
	Iteration 5F: 3 clusters Score -6949356 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -6953402.500000 Penalty: 5429.594238
	Iteration 6F: 3 clusters Score -6953402 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -6957073.000000 Penalty: 5429.594238
	Iteration 7F: 3 clusters Score -6957073 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6959549.500000 Penalty: 5429.594238
	Iteration 8F: 3 clusters Score -6959550 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -6961111.500000 Penalty: 5429.594238
	Iteration 9Q: 3 clusters Score -6961112 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6961935.500000 Penalty: 5429.594238
	Iteration 10Q: 3 clusters Score -6961936 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6962467.000000 Penalty: 5429.594238
	Iteration 11Q: 3 clusters Score -6962467 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6962765.000000 Penalty: 5429.594238
	Iteration 12Q: 3 clusters Score -6962765 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6962881.000000 Penalty: 5429.594238
	Iteration 13Q: 3 clusters Score -6962881 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6962949.000000 Penalty: 5429.594238
	Iteration 14Q: 3 clusters Score -6962949 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6963005.000000 Penalty: 5429.594238
	Iteration 15Q: 3 clusters Score -6963005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6963042.500000 Penalty: 5429.594238
	Iteration 16Q: 3 clusters Score -6963042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6963062.000000 Penalty: 5429.594238
	Iteration 17Q: 3 clusters Score -6963062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6963077.500000 Penalty: 5429.594238
	Iteration 18Q: 3 clusters Score -6963078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6963103.500000 Penalty: 5429.594238
	Iteration 19Q: 3 clusters Score -6963104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6963133.500000 Penalty: 5429.594238
	Iteration 20F: 3 clusters Score -6963134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6963135.500000 Penalty: 5429.594238
	Iteration 21Q: 3 clusters Score -6963136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6963156.000000 Penalty: 5429.594238
	Iteration 22Q: 3 clusters Score -6963156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6963146.000000 Penalty: 5429.594238
	Iteration 23Q: 3 clusters Score -6963146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6963154.500000 Penalty: 5429.594238
	Iteration 24Q: 3 clusters Score -6963154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6963151.500000 Penalty: 5429.594238
	Iteration 25Q: 3 clusters Score -6963152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6963147.000000 Penalty: 5429.594238
	Iteration 26Q: 3 clusters Score -6963147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6963152.000000 Penalty: 5429.594238
	Iteration 27Q: 3 clusters Score -6963152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6963152.000000 Penalty: 5429.594238
	Iteration 28F: 3 clusters Score -6963152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Entering Unmasked Estep 
Score: -21262714.000000 Penalty: 2987.579102
	Iteration 0F: 2 clusters Score -2.126271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -21150762.000000 Penalty: 5975.158203
	Iteration 0F: 3 clusters Score -2.115076e+07 nChanged 81568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -21198138.000000 Penalty: 5975.158203
	Iteration 1F: 3 clusters Score -2.119814e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -21199268.000000 Penalty: 5975.158203
	Iteration 2Q: 3 clusters Score -2.119927e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -21200360.000000 Penalty: 5975.158203
	Iteration 3Q: 3 clusters Score -2.120036e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -21201948.000000 Penalty: 5975.158203
	Iteration 4Q: 3 clusters Score -2.120195e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -21203734.000000 Penalty: 5975.158203
	Iteration 5Q: 3 clusters Score -2.120373e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -21205788.000000 Penalty: 5975.158203
	Iteration 6Q: 3 clusters Score -2.120579e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -21208366.000000 Penalty: 5975.158203
	Iteration 7Q: 3 clusters Score -2.120837e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -21211680.000000 Penalty: 5975.158203
	Iteration 8Q: 3 clusters Score -2.121168e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -21214826.000000 Penalty: 5975.158203
	Iteration 9Q: 3 clusters Score -2.121483e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -21217686.000000 Penalty: 5975.158203
	Iteration 10Q: 3 clusters Score -2.121769e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -21220024.000000 Penalty: 5975.158203
	Iteration 11Q: 3 clusters Score -2.122002e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -21221698.000000 Penalty: 5975.158203
	Iteration 12Q: 3 clusters Score -2.12217e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -21222900.000000 Penalty: 5975.158203
	Iteration 13Q: 3 clusters Score -2.12229e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -21223700.000000 Penalty: 5975.158203
	Iteration 14Q: 3 clusters Score -2.12237e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -21224490.000000 Penalty: 5975.158203
	Iteration 15Q: 3 clusters Score -2.122449e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -21225114.000000 Penalty: 5975.158203
	Iteration 16Q: 3 clusters Score -2.122511e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -21225860.000000 Penalty: 5975.158203
	Iteration 17Q: 3 clusters Score -2.122586e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -21226722.000000 Penalty: 5975.158203
	Iteration 18Q: 3 clusters Score -2.122672e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -21227896.000000 Penalty: 5975.158203
	Iteration 19Q: 3 clusters Score -2.12279e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -21229262.000000 Penalty: 5975.158203
	Iteration 20F: 3 clusters Score -2.122926e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -21231428.000000 Penalty: 5975.158203
	Iteration 21Q: 3 clusters Score -2.123143e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -21234006.000000 Penalty: 5975.158203
	Iteration 22Q: 3 clusters Score -2.123401e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124027 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -21237356.000000 Penalty: 5975.158203
	Iteration 23Q: 3 clusters Score -2.123736e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132262 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -21241518.000000 Penalty: 5975.158203
	Iteration 24Q: 3 clusters Score -2.124152e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -21245892.000000 Penalty: 5975.158203
	Iteration 25Q: 3 clusters Score -2.124589e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -21249956.000000 Penalty: 5975.158203
	Iteration 26Q: 3 clusters Score -2.124996e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -21253218.000000 Penalty: 5975.158203
	Iteration 27Q: 3 clusters Score -2.125322e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -21255592.000000 Penalty: 5975.158203
	Iteration 28Q: 3 clusters Score -2.125559e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -21257286.000000 Penalty: 5975.158203
	Iteration 29Q: 3 clusters Score -2.125729e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -21258314.000000 Penalty: 5975.158203
	Iteration 30Q: 3 clusters Score -2.125831e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -21258974.000000 Penalty: 5975.158203
	Iteration 31Q: 3 clusters Score -2.125897e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21259396.000000 Penalty: 5975.158203
	Iteration 32Q: 3 clusters Score -2.12594e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -21259656.000000 Penalty: 5975.158203
	Iteration 33Q: 3 clusters Score -2.125966e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21259866.000000 Penalty: 5975.158203
	Iteration 34Q: 3 clusters Score -2.125987e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21259924.000000 Penalty: 5975.158203
	Iteration 35Q: 3 clusters Score -2.125992e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169027 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21260004.000000 Penalty: 5975.158203
	Iteration 36Q: 3 clusters Score -2.126e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21260040.000000 Penalty: 5975.158203
	Iteration 37Q: 3 clusters Score -2.126004e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21260078.000000 Penalty: 5975.158203
	Iteration 38Q: 3 clusters Score -2.126008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21260126.000000 Penalty: 5975.158203
	Iteration 39Q: 3 clusters Score -2.126013e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169335 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21260148.000000 Penalty: 5975.158203
	Iteration 40F: 3 clusters Score -2.126015e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21260176.000000 Penalty: 5975.158203
	Iteration 41Q: 3 clusters Score -2.126018e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21260212.000000 Penalty: 5975.158203
	Iteration 42Q: 3 clusters Score -2.126021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169448 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21260228.000000 Penalty: 5975.158203
	Iteration 43Q: 3 clusters Score -2.126023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169484 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -21260262.000000 Penalty: 5975.158203
	Iteration 44Q: 3 clusters Score -2.126026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169510 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21260268.000000 Penalty: 5975.158203
	Iteration 45Q: 3 clusters Score -2.126027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169531 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21260304.000000 Penalty: 5975.158203
	Iteration 46Q: 3 clusters Score -2.12603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21260312.000000 Penalty: 5975.158203
	Iteration 47Q: 3 clusters Score -2.126031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21260316.000000 Penalty: 5975.158203
	Iteration 48Q: 3 clusters Score -2.126032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21260330.000000 Penalty: 5975.158203
	Iteration 49Q: 3 clusters Score -2.126033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21260336.000000 Penalty: 5975.158203
	Iteration 50Q: 3 clusters Score -2.126034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21260346.000000 Penalty: 5975.158203
	Iteration 51Q: 3 clusters Score -2.126035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21260336.000000 Penalty: 5975.158203
	Iteration 52Q: 3 clusters Score -2.126034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21260330.000000 Penalty: 5975.158203
	Iteration 53Q: 3 clusters Score -2.126033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21260332.000000 Penalty: 5975.158203
	Iteration 54Q: 3 clusters Score -2.126033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21260346.000000 Penalty: 5975.158203
	Iteration 55Q: 3 clusters Score -2.126035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169595 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -21260330.000000 Penalty: 5975.158203
	Iteration 56Q: 3 clusters Score -2.126033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21260330.000000 Penalty: 5975.158203
	Iteration 57Q: 3 clusters Score -2.126033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21260326.000000 Penalty: 5975.158203
	Iteration 58Q: 3 clusters Score -2.126033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169607 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21260324.000000 Penalty: 5975.158203
	Iteration 59Q: 3 clusters Score -2.126032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21260336.000000 Penalty: 5975.158203
	Iteration 60F: 3 clusters Score -2.126034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -21260336.000000 Penalty: 5975.158203
	Iteration 61Q: 3 clusters Score -2.126034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -21260334.000000 Penalty: 5975.158203
	Iteration 62Q: 3 clusters Score -2.126033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169617 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21260334.000000 Penalty: 5975.158203
	Iteration 63Q: 3 clusters Score -2.126033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21260324.000000 Penalty: 5975.158203
	Iteration 64Q: 3 clusters Score -2.126032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21260330.000000 Penalty: 5975.158203
	Iteration 65Q: 3 clusters Score -2.126033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21260330.000000 Penalty: 5975.158203
	Iteration 66F: 3 clusters Score -2.126033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -24578.888672 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -24578.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23314.158203 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -23314.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23459.386719 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -23459.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23535.246094 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -23535.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23620.244141 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -23620.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23716.027344 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -23716.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23895.707031 Penalty: 2750.407959
	Iteration 5F: 3 clusters Score -23895.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23946.378906 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -23946.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23986.804688 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -23986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24025.582031 Penalty: 2750.407959
	Iteration 8Q: 3 clusters Score -24025.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24050.302734 Penalty: 2750.407959
	Iteration 9Q: 3 clusters Score -24050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24057.349609 Penalty: 2750.407959
	Iteration 10Q: 3 clusters Score -24057.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24059.996094 Penalty: 2750.407959
	Iteration 11Q: 3 clusters Score -24060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24059.996094 Penalty: 2750.407959
	Iteration 12F: 3 clusters Score -24060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Entering Unmasked Estep 
Score: -2457285.750000 Penalty: 2456.906494
	Iteration 0F: 2 clusters Score -2457286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2443186.500000 Penalty: 4913.812988
	Iteration 0F: 3 clusters Score -2443186 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2447896.250000 Penalty: 4913.812988
	Iteration 1F: 3 clusters Score -2447896 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2448344.250000 Penalty: 4913.812988
	Iteration 2F: 3 clusters Score -2448344 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2448781.000000 Penalty: 4913.812988
	Iteration 3F: 3 clusters Score -2448781 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2449249.250000 Penalty: 4913.812988
	Iteration 4Q: 3 clusters Score -2449249 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2449777.750000 Penalty: 4913.812988
	Iteration 5F: 3 clusters Score -2449778 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2450387.000000 Penalty: 4913.812988
	Iteration 6F: 3 clusters Score -2450387 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2451077.250000 Penalty: 4913.812988
	Iteration 7F: 3 clusters Score -2451077 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2451843.000000 Penalty: 4913.812988
	Iteration 8F: 3 clusters Score -2451843 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2452610.500000 Penalty: 4913.812988
	Iteration 9F: 3 clusters Score -2452610 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2453283.500000 Penalty: 4913.812988
	Iteration 10Q: 3 clusters Score -2453284 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2453785.000000 Penalty: 4913.812988
	Iteration 11Q: 3 clusters Score -2453785 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2454174.750000 Penalty: 4913.812988
	Iteration 12Q: 3 clusters Score -2454175 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2454482.750000 Penalty: 4913.812988
	Iteration 13Q: 3 clusters Score -2454483 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2454687.750000 Penalty: 4913.812988
	Iteration 14Q: 3 clusters Score -2454688 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2454865.000000 Penalty: 4913.812988
	Iteration 15Q: 3 clusters Score -2454865 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2454987.000000 Penalty: 4913.812988
	Iteration 16Q: 3 clusters Score -2454987 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2455070.500000 Penalty: 4913.812988
	Iteration 17Q: 3 clusters Score -2455070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2455145.000000 Penalty: 4913.812988
	Iteration 18Q: 3 clusters Score -2455145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2455195.000000 Penalty: 4913.812988
	Iteration 19Q: 3 clusters Score -2455195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2455233.500000 Penalty: 4913.812988
	Iteration 20F: 3 clusters Score -2455234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2455254.500000 Penalty: 4913.812988
	Iteration 21Q: 3 clusters Score -2455254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2455271.750000 Penalty: 4913.812988
	Iteration 22Q: 3 clusters Score -2455272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2455281.250000 Penalty: 4913.812988
	Iteration 23Q: 3 clusters Score -2455281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2455303.000000 Penalty: 4913.812988
	Iteration 24Q: 3 clusters Score -2455303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2455311.250000 Penalty: 4913.812988
	Iteration 25Q: 3 clusters Score -2455311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2455313.500000 Penalty: 4913.812988
	Iteration 26Q: 3 clusters Score -2455314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2455322.750000 Penalty: 4913.812988
	Iteration 27Q: 3 clusters Score -2455323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2455326.500000 Penalty: 4913.812988
	Iteration 28Q: 3 clusters Score -2455326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2455334.500000 Penalty: 4913.812988
	Iteration 29Q: 3 clusters Score -2455334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2455341.250000 Penalty: 4913.812988
	Iteration 30Q: 3 clusters Score -2455341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2455346.000000 Penalty: 4913.812988
	Iteration 31Q: 3 clusters Score -2455346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2455349.250000 Penalty: 4913.812988
	Iteration 32Q: 3 clusters Score -2455349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2455353.750000 Penalty: 4913.812988
	Iteration 33Q: 3 clusters Score -2455354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2455352.750000 Penalty: 4913.812988
	Iteration 34Q: 3 clusters Score -2455353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2455357.000000 Penalty: 4913.812988
	Iteration 35Q: 3 clusters Score -2455357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2455356.750000 Penalty: 4913.812988
	Iteration 36Q: 3 clusters Score -2455357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2455355.500000 Penalty: 4913.812988
	Iteration 37Q: 3 clusters Score -2455356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2455355.750000 Penalty: 4913.812988
	Iteration 38Q: 3 clusters Score -2455356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2455355.750000 Penalty: 4913.812988
	Iteration 39F: 3 clusters Score -2455356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Entering Unmasked Estep 
Score: -1349875.875000 Penalty: 2313.815186
	Iteration 0F: 2 clusters Score -1349876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1341321.250000 Penalty: 4627.630371
	Iteration 0F: 3 clusters Score -1341321 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1343895.000000 Penalty: 4627.630371
	Iteration 1F: 3 clusters Score -1343895 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1344302.500000 Penalty: 4627.630371
	Iteration 2F: 3 clusters Score -1344302 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1344741.500000 Penalty: 4627.630371
	Iteration 3F: 3 clusters Score -1344742 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1345193.250000 Penalty: 4627.630371
	Iteration 4F: 3 clusters Score -1345193 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1345683.500000 Penalty: 4627.630371
	Iteration 5F: 3 clusters Score -1345684 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1346145.625000 Penalty: 4627.630371
	Iteration 6F: 3 clusters Score -1346146 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1346527.000000 Penalty: 4627.630371
	Iteration 7F: 3 clusters Score -1346527 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1346882.500000 Penalty: 4627.630371
	Iteration 8Q: 3 clusters Score -1346882 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1347179.375000 Penalty: 4627.630371
	Iteration 9Q: 3 clusters Score -1347179 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1347407.875000 Penalty: 4627.630371
	Iteration 10Q: 3 clusters Score -1347408 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1347599.750000 Penalty: 4627.630371
	Iteration 11Q: 3 clusters Score -1347600 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1347724.250000 Penalty: 4627.630371
	Iteration 12Q: 3 clusters Score -1347724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1347815.500000 Penalty: 4627.630371
	Iteration 13Q: 3 clusters Score -1347816 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1347894.250000 Penalty: 4627.630371
	Iteration 14Q: 3 clusters Score -1347894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1347953.625000 Penalty: 4627.630371
	Iteration 15Q: 3 clusters Score -1347954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1348013.750000 Penalty: 4627.630371
	Iteration 16Q: 3 clusters Score -1348014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1348060.875000 Penalty: 4627.630371
	Iteration 17Q: 3 clusters Score -1348061 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1348100.875000 Penalty: 4627.630371
	Iteration 18Q: 3 clusters Score -1348101 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1348157.125000 Penalty: 4627.630371
	Iteration 19Q: 3 clusters Score -1348157 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1348211.750000 Penalty: 4627.630371
	Iteration 20F: 3 clusters Score -1348212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1348269.375000 Penalty: 4627.630371
	Iteration 21Q: 3 clusters Score -1348269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1348334.250000 Penalty: 4627.630371
	Iteration 22Q: 3 clusters Score -1348334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1348386.250000 Penalty: 4627.630371
	Iteration 23Q: 3 clusters Score -1348386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1348424.375000 Penalty: 4627.630371
	Iteration 24Q: 3 clusters Score -1348424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1348464.500000 Penalty: 4627.630371
	Iteration 25Q: 3 clusters Score -1348464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1348506.375000 Penalty: 4627.630371
	Iteration 26Q: 3 clusters Score -1348506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1348545.875000 Penalty: 4627.630371
	Iteration 27Q: 3 clusters Score -1348546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1348590.500000 Penalty: 4627.630371
	Iteration 28Q: 3 clusters Score -1348590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1348643.750000 Penalty: 4627.630371
	Iteration 29Q: 3 clusters Score -1348644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1348690.375000 Penalty: 4627.630371
	Iteration 30Q: 3 clusters Score -1348690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1348741.625000 Penalty: 4627.630371
	Iteration 31Q: 3 clusters Score -1348742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1348782.875000 Penalty: 4627.630371
	Iteration 32Q: 3 clusters Score -1348783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1348820.875000 Penalty: 4627.630371
	Iteration 33Q: 3 clusters Score -1348821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1348863.625000 Penalty: 4627.630371
	Iteration 34Q: 3 clusters Score -1348864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1348893.250000 Penalty: 4627.630371
	Iteration 35Q: 3 clusters Score -1348893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1348924.375000 Penalty: 4627.630371
	Iteration 36Q: 3 clusters Score -1348924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1348946.750000 Penalty: 4627.630371
	Iteration 37Q: 3 clusters Score -1348947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1348970.250000 Penalty: 4627.630371
	Iteration 38Q: 3 clusters Score -1348970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1348991.500000 Penalty: 4627.630371
	Iteration 39Q: 3 clusters Score -1348992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1349012.000000 Penalty: 4627.630371
	Iteration 40F: 3 clusters Score -1349012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1349028.750000 Penalty: 4627.630371
	Iteration 41Q: 3 clusters Score -1349029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1349036.875000 Penalty: 4627.630371
	Iteration 42Q: 3 clusters Score -1349037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1349043.500000 Penalty: 4627.630371
	Iteration 43Q: 3 clusters Score -1349044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1349058.875000 Penalty: 4627.630371
	Iteration 44Q: 3 clusters Score -1349059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1349067.875000 Penalty: 4627.630371
	Iteration 45Q: 3 clusters Score -1349068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1349077.250000 Penalty: 4627.630371
	Iteration 46Q: 3 clusters Score -1349077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1349092.375000 Penalty: 4627.630371
	Iteration 47Q: 3 clusters Score -1349092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1349098.250000 Penalty: 4627.630371
	Iteration 48Q: 3 clusters Score -1349098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1349104.750000 Penalty: 4627.630371
	Iteration 49Q: 3 clusters Score -1349105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1349114.250000 Penalty: 4627.630371
	Iteration 50Q: 3 clusters Score -1349114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1349117.250000 Penalty: 4627.630371
	Iteration 51Q: 3 clusters Score -1349117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1349120.500000 Penalty: 4627.630371
	Iteration 52Q: 3 clusters Score -1349120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1349122.375000 Penalty: 4627.630371
	Iteration 53Q: 3 clusters Score -1349122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1349122.500000 Penalty: 4627.630371
	Iteration 54Q: 3 clusters Score -1349122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1349122.000000 Penalty: 4627.630371
	Iteration 55Q: 3 clusters Score -1349122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1349123.625000 Penalty: 4627.630371
	Iteration 56Q: 3 clusters Score -1349124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1349123.625000 Penalty: 4627.630371
	Iteration 57F: 3 clusters Score -1349124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Entering Unmasked Estep 
Score: -708832.062500 Penalty: 2152.764404
	Iteration 0F: 2 clusters Score -708832.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -703773.187500 Penalty: 4305.528809
	Iteration 0F: 3 clusters Score -703773.2 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -705267.625000 Penalty: 4305.528809
	Iteration 1F: 3 clusters Score -705267.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -705840.812500 Penalty: 4305.528809
	Iteration 2F: 3 clusters Score -705840.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -706466.562500 Penalty: 4305.528809
	Iteration 3F: 3 clusters Score -706466.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -707175.812500 Penalty: 4305.528809
	Iteration 4F: 3 clusters Score -707175.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -707791.562500 Penalty: 4305.528809
	Iteration 5F: 3 clusters Score -707791.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -708172.937500 Penalty: 4305.528809
	Iteration 6F: 3 clusters Score -708172.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -708305.125000 Penalty: 4305.528809
	Iteration 7Q: 3 clusters Score -708305.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -708365.500000 Penalty: 4305.528809
	Iteration 8Q: 3 clusters Score -708365.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -708398.937500 Penalty: 4305.528809
	Iteration 9Q: 3 clusters Score -708398.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -708412.750000 Penalty: 4305.528809
	Iteration 10Q: 3 clusters Score -708412.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -708416.125000 Penalty: 4305.528809
	Iteration 11Q: 3 clusters Score -708416.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -708421.875000 Penalty: 4305.528809
	Iteration 12Q: 3 clusters Score -708421.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -708426.062500 Penalty: 4305.528809
	Iteration 13Q: 3 clusters Score -708426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -708429.625000 Penalty: 4305.528809
	Iteration 14Q: 3 clusters Score -708429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -708431.312500 Penalty: 4305.528809
	Iteration 15Q: 3 clusters Score -708431.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -708437.437500 Penalty: 4305.528809
	Iteration 16Q: 3 clusters Score -708437.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -708437.437500 Penalty: 4305.528809
	Iteration 17Q: 3 clusters Score -708437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -708440.625000 Penalty: 4305.528809
	Iteration 18Q: 3 clusters Score -708440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -708440.937500 Penalty: 4305.528809
	Iteration 19Q: 3 clusters Score -708440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -708442.125000 Penalty: 4305.528809
	Iteration 20F: 3 clusters Score -708442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -708441.562500 Penalty: 4305.528809
	Iteration 21Q: 3 clusters Score -708441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -708441.562500 Penalty: 4305.528809
	Iteration 22F: 3 clusters Score -708441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Entering Unmasked Estep 
Score: -21100640.000000 Penalty: 2986.741455
	Iteration 0F: 2 clusters Score -2.110064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -20988112.000000 Penalty: 5973.482910
	Iteration 0F: 3 clusters Score -2.098811e+07 nChanged 81637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -21035166.000000 Penalty: 5973.482910
	Iteration 1F: 3 clusters Score -2.103517e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -21035866.000000 Penalty: 5973.482910
	Iteration 2Q: 3 clusters Score -2.103587e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -21036936.000000 Penalty: 5973.482910
	Iteration 3Q: 3 clusters Score -2.103694e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -21038428.000000 Penalty: 5973.482910
	Iteration 4Q: 3 clusters Score -2.103843e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -21041388.000000 Penalty: 5973.482910
	Iteration 5Q: 3 clusters Score -2.104139e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -21046724.000000 Penalty: 5973.482910
	Iteration 6F: 3 clusters Score -2.104672e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -21055196.000000 Penalty: 5973.482910
	Iteration 7F: 3 clusters Score -2.10552e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -21065514.000000 Penalty: 5973.482910
	Iteration 8F: 3 clusters Score -2.106551e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -21075582.000000 Penalty: 5973.482910
	Iteration 9F: 3 clusters Score -2.107558e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -21083954.000000 Penalty: 5973.482910
	Iteration 10F: 3 clusters Score -2.108395e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -21089910.000000 Penalty: 5973.482910
	Iteration 11Q: 3 clusters Score -2.108991e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -21093964.000000 Penalty: 5973.482910
	Iteration 12Q: 3 clusters Score -2.109396e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166042 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -21096156.000000 Penalty: 5973.482910
	Iteration 13Q: 3 clusters Score -2.109616e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -21097222.000000 Penalty: 5973.482910
	Iteration 14Q: 3 clusters Score -2.109722e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21097692.000000 Penalty: 5973.482910
	Iteration 15Q: 3 clusters Score -2.109769e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21097906.000000 Penalty: 5973.482910
	Iteration 16Q: 3 clusters Score -2.109791e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169175 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21098016.000000 Penalty: 5973.482910
	Iteration 17Q: 3 clusters Score -2.109802e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21098144.000000 Penalty: 5973.482910
	Iteration 18Q: 3 clusters Score -2.109814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169309 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21098146.000000 Penalty: 5973.482910
	Iteration 19Q: 3 clusters Score -2.109815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21098180.000000 Penalty: 5973.482910
	Iteration 20F: 3 clusters Score -2.109818e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21098190.000000 Penalty: 5973.482910
	Iteration 21Q: 3 clusters Score -2.109819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21098204.000000 Penalty: 5973.482910
	Iteration 22Q: 3 clusters Score -2.10982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21098210.000000 Penalty: 5973.482910
	Iteration 23Q: 3 clusters Score -2.109821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21098212.000000 Penalty: 5973.482910
	Iteration 24Q: 3 clusters Score -2.109821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21098216.000000 Penalty: 5973.482910
	Iteration 25Q: 3 clusters Score -2.109822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21098228.000000 Penalty: 5973.482910
	Iteration 26Q: 3 clusters Score -2.109823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21098236.000000 Penalty: 5973.482910
	Iteration 27Q: 3 clusters Score -2.109824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21098234.000000 Penalty: 5973.482910
	Iteration 28Q: 3 clusters Score -2.109823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21098246.000000 Penalty: 5973.482910
	Iteration 29Q: 3 clusters Score -2.109825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21098254.000000 Penalty: 5973.482910
	Iteration 30Q: 3 clusters Score -2.109825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21098256.000000 Penalty: 5973.482910
	Iteration 31Q: 3 clusters Score -2.109826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21098246.000000 Penalty: 5973.482910
	Iteration 32Q: 3 clusters Score -2.109825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -21098256.000000 Penalty: 5973.482910
	Iteration 33Q: 3 clusters Score -2.109826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21098262.000000 Penalty: 5973.482910
	Iteration 34Q: 3 clusters Score -2.109826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21098266.000000 Penalty: 5973.482910
	Iteration 35Q: 3 clusters Score -2.109827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21098260.000000 Penalty: 5973.482910
	Iteration 36Q: 3 clusters Score -2.109826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21098260.000000 Penalty: 5973.482910
	Iteration 37F: 3 clusters Score -2.109826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Entering Unmasked Estep 
Score: -3471757.000000 Penalty: 2542.126709
	Iteration 0F: 2 clusters Score -3471757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3452437.750000 Penalty: 5084.253418
	Iteration 0F: 3 clusters Score -3452438 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3459366.000000 Penalty: 5084.253418
	Iteration 1F: 3 clusters Score -3459366 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3459930.000000 Penalty: 5084.253418
	Iteration 2F: 3 clusters Score -3459930 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3460451.500000 Penalty: 5084.253418
	Iteration 3Q: 3 clusters Score -3460452 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3461020.250000 Penalty: 5084.253418
	Iteration 4Q: 3 clusters Score -3461020 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3461683.750000 Penalty: 5084.253418
	Iteration 5Q: 3 clusters Score -3461684 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3462417.000000 Penalty: 5084.253418
	Iteration 6Q: 3 clusters Score -3462417 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3463230.250000 Penalty: 5084.253418
	Iteration 7F: 3 clusters Score -3463230 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3464255.500000 Penalty: 5084.253418
	Iteration 8F: 3 clusters Score -3464256 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3465440.500000 Penalty: 5084.253418
	Iteration 9F: 3 clusters Score -3465440 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3466601.250000 Penalty: 5084.253418
	Iteration 10Q: 3 clusters Score -3466601 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3467424.250000 Penalty: 5084.253418
	Iteration 11Q: 3 clusters Score -3467424 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3467950.750000 Penalty: 5084.253418
	Iteration 12Q: 3 clusters Score -3467951 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3468237.250000 Penalty: 5084.253418
	Iteration 13Q: 3 clusters Score -3468237 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3468520.000000 Penalty: 5084.253418
	Iteration 14Q: 3 clusters Score -3468520 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3468751.000000 Penalty: 5084.253418
	Iteration 15Q: 3 clusters Score -3468751 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3468945.250000 Penalty: 5084.253418
	Iteration 16Q: 3 clusters Score -3468945 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3469175.250000 Penalty: 5084.253418
	Iteration 17Q: 3 clusters Score -3469175 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3469387.750000 Penalty: 5084.253418
	Iteration 18Q: 3 clusters Score -3469388 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3469576.500000 Penalty: 5084.253418
	Iteration 19Q: 3 clusters Score -3469576 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3469743.250000 Penalty: 5084.253418
	Iteration 20F: 3 clusters Score -3469743 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3469872.500000 Penalty: 5084.253418
	Iteration 21Q: 3 clusters Score -3469872 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3469989.500000 Penalty: 5084.253418
	Iteration 22Q: 3 clusters Score -3469990 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3470067.500000 Penalty: 5084.253418
	Iteration 23Q: 3 clusters Score -3470068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3470101.750000 Penalty: 5084.253418
	Iteration 24Q: 3 clusters Score -3470102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3470143.000000 Penalty: 5084.253418
	Iteration 25Q: 3 clusters Score -3470143 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3470164.750000 Penalty: 5084.253418
	Iteration 26Q: 3 clusters Score -3470165 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3470174.000000 Penalty: 5084.253418
	Iteration 27Q: 3 clusters Score -3470174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3470192.500000 Penalty: 5084.253418
	Iteration 28Q: 3 clusters Score -3470192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3470208.500000 Penalty: 5084.253418
	Iteration 29Q: 3 clusters Score -3470208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3470214.500000 Penalty: 5084.253418
	Iteration 30Q: 3 clusters Score -3470214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3470228.000000 Penalty: 5084.253418
	Iteration 31Q: 3 clusters Score -3470228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3470232.750000 Penalty: 5084.253418
	Iteration 32Q: 3 clusters Score -3470233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3470233.250000 Penalty: 5084.253418
	Iteration 33Q: 3 clusters Score -3470233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3470233.500000 Penalty: 5084.253418
	Iteration 34Q: 3 clusters Score -3470234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3470237.000000 Penalty: 5084.253418
	Iteration 35Q: 3 clusters Score -3470237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3470237.000000 Penalty: 5084.253418
	Iteration 36Q: 3 clusters Score -3470237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3470235.000000 Penalty: 5084.253418
	Iteration 37Q: 3 clusters Score -3470235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3470235.000000 Penalty: 5084.253418
	Iteration 38Q: 3 clusters Score -3470235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3470233.000000 Penalty: 5084.253418
	Iteration 39Q: 3 clusters Score -3470233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3470235.000000 Penalty: 5084.253418
	Iteration 40F: 3 clusters Score -3470235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -1422480.750000 Penalty: 2327.908447
	Iteration 0F: 2 clusters Score -1422481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1413670.250000 Penalty: 4655.816895
	Iteration 0F: 3 clusters Score -1413670 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1416309.625000 Penalty: 4655.816895
	Iteration 1F: 3 clusters Score -1416310 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1416658.375000 Penalty: 4655.816895
	Iteration 2F: 3 clusters Score -1416658 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1416955.875000 Penalty: 4655.816895
	Iteration 3F: 3 clusters Score -1416956 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1417150.625000 Penalty: 4655.816895
	Iteration 4Q: 3 clusters Score -1417151 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1417316.750000 Penalty: 4655.816895
	Iteration 5Q: 3 clusters Score -1417317 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1417454.625000 Penalty: 4655.816895
	Iteration 6Q: 3 clusters Score -1417455 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1417605.875000 Penalty: 4655.816895
	Iteration 7Q: 3 clusters Score -1417606 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1417765.875000 Penalty: 4655.816895
	Iteration 8Q: 3 clusters Score -1417766 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1417923.125000 Penalty: 4655.816895
	Iteration 9Q: 3 clusters Score -1417923 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1418089.000000 Penalty: 4655.816895
	Iteration 10Q: 3 clusters Score -1418089 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1418275.375000 Penalty: 4655.816895
	Iteration 11Q: 3 clusters Score -1418275 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1418489.625000 Penalty: 4655.816895
	Iteration 12Q: 3 clusters Score -1418490 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1418706.875000 Penalty: 4655.816895
	Iteration 13Q: 3 clusters Score -1418707 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1418885.750000 Penalty: 4655.816895
	Iteration 14Q: 3 clusters Score -1418886 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1419075.125000 Penalty: 4655.816895
	Iteration 15Q: 3 clusters Score -1419075 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1419254.250000 Penalty: 4655.816895
	Iteration 16Q: 3 clusters Score -1419254 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1419413.250000 Penalty: 4655.816895
	Iteration 17Q: 3 clusters Score -1419413 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1419550.000000 Penalty: 4655.816895
	Iteration 18Q: 3 clusters Score -1419550 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1419671.125000 Penalty: 4655.816895
	Iteration 19Q: 3 clusters Score -1419671 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1419781.125000 Penalty: 4655.816895
	Iteration 20F: 3 clusters Score -1419781 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1419872.000000 Penalty: 4655.816895
	Iteration 21Q: 3 clusters Score -1419872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1419954.000000 Penalty: 4655.816895
	Iteration 22Q: 3 clusters Score -1419954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1420031.875000 Penalty: 4655.816895
	Iteration 23Q: 3 clusters Score -1420032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1420103.625000 Penalty: 4655.816895
	Iteration 24Q: 3 clusters Score -1420104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1420169.250000 Penalty: 4655.816895
	Iteration 25Q: 3 clusters Score -1420169 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1420218.500000 Penalty: 4655.816895
	Iteration 26Q: 3 clusters Score -1420218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1420272.875000 Penalty: 4655.816895
	Iteration 27Q: 3 clusters Score -1420273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1420312.000000 Penalty: 4655.816895
	Iteration 28Q: 3 clusters Score -1420312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1420339.500000 Penalty: 4655.816895
	Iteration 29Q: 3 clusters Score -1420340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1420368.125000 Penalty: 4655.816895
	Iteration 30Q: 3 clusters Score -1420368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1420380.250000 Penalty: 4655.816895
	Iteration 31Q: 3 clusters Score -1420380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1420398.750000 Penalty: 4655.816895
	Iteration 32Q: 3 clusters Score -1420399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1420415.375000 Penalty: 4655.816895
	Iteration 33Q: 3 clusters Score -1420415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1420431.000000 Penalty: 4655.816895
	Iteration 34Q: 3 clusters Score -1420431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1420444.000000 Penalty: 4655.816895
	Iteration 35Q: 3 clusters Score -1420444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1420455.625000 Penalty: 4655.816895
	Iteration 36Q: 3 clusters Score -1420456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1420469.875000 Penalty: 4655.816895
	Iteration 37Q: 3 clusters Score -1420470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1420487.250000 Penalty: 4655.816895
	Iteration 38Q: 3 clusters Score -1420487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1420492.750000 Penalty: 4655.816895
	Iteration 39Q: 3 clusters Score -1420493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1420499.875000 Penalty: 4655.816895
	Iteration 40F: 3 clusters Score -1420500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1420506.000000 Penalty: 4655.816895
	Iteration 41Q: 3 clusters Score -1420506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1420509.000000 Penalty: 4655.816895
	Iteration 42Q: 3 clusters Score -1420509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1420512.375000 Penalty: 4655.816895
	Iteration 43Q: 3 clusters Score -1420512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1420516.250000 Penalty: 4655.816895
	Iteration 44Q: 3 clusters Score -1420516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1420521.375000 Penalty: 4655.816895
	Iteration 45Q: 3 clusters Score -1420521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1420522.375000 Penalty: 4655.816895
	Iteration 46Q: 3 clusters Score -1420522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1420526.125000 Penalty: 4655.816895
	Iteration 47Q: 3 clusters Score -1420526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1420526.500000 Penalty: 4655.816895
	Iteration 48Q: 3 clusters Score -1420526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1420528.625000 Penalty: 4655.816895
	Iteration 49Q: 3 clusters Score -1420529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1420529.500000 Penalty: 4655.816895
	Iteration 50Q: 3 clusters Score -1420530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1420529.875000 Penalty: 4655.816895
	Iteration 51Q: 3 clusters Score -1420530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1420529.875000 Penalty: 4655.816895
	Iteration 52F: 3 clusters Score -1420530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -125965.890625 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -125965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -123862.375000 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -123862.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -124317.359375 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -124317.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -124513.273438 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -124513.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124614.000000 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -124614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124726.117188 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -124726.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124839.515625 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -124839.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124907.976562 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -124908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124995.812500 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -124995.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125078.796875 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -125078.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125185.460938 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -125185.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125299.695312 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -125299.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125503.085938 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -125503.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125706.437500 Penalty: 3493.840332
	Iteration 12Q: 3 clusters Score -125706.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125820.125000 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -125820.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125939.234375 Penalty: 3493.840332
	Iteration 14Q: 3 clusters Score -125939.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -126044.648438 Penalty: 3493.840332
	Iteration 15Q: 3 clusters Score -126044.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -126134.210938 Penalty: 3493.840332
	Iteration 16Q: 3 clusters Score -126134.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -126292.710938 Penalty: 3493.840332
	Iteration 17Q: 3 clusters Score -126292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126641.921875 Penalty: 3493.840332
	Iteration 18Q: 3 clusters Score -126641.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -126783.937500 Penalty: 3493.840332
	Iteration 19Q: 3 clusters Score -126783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -126789.148438 Penalty: 3493.840332
	Iteration 20F: 3 clusters Score -126789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170534 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 669 members 
Entering Unmasked Estep 
Score: -124245912.000000 Penalty: 99613.000000
Splitting cluster 26 changes total score from -124246808.000000 to -124245912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -105604.820312 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -105604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103668.046875 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -103668 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104032.406250 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -104032.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104205.335938 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -104205.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104394.273438 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -104394.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104539.046875 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -104539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104664.039062 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -104664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104829.476562 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -104829.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104992.960938 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -104993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -105248.398438 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -105248.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -105489.406250 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -105489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105552.867188 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -105552.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105600.500000 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -105600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105621.593750 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -105621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -105631.570312 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -105631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -105634.875000 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -105634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105637.117188 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -105637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -105639.007812 Penalty: 3419.253418
	Iteration 16Q: 3 clusters Score -105639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -105640.125000 Penalty: 3419.253418
	Iteration 17Q: 3 clusters Score -105640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -105640.835938 Penalty: 3419.253418
	Iteration 18F: 3 clusters Score -105640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -105644.359375 Penalty: 3419.253418
	Iteration 19Q: 3 clusters Score -105644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105653.843750 Penalty: 3419.253418
	Iteration 20F: 3 clusters Score -105653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105663.570312 Penalty: 3419.253418
	Iteration 21Q: 3 clusters Score -105663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105666.773438 Penalty: 3419.253418
	Iteration 22Q: 3 clusters Score -105666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -105673.960938 Penalty: 3419.253418
	Iteration 23Q: 3 clusters Score -105674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105679.382812 Penalty: 3419.253418
	Iteration 24Q: 3 clusters Score -105679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -105699.671875 Penalty: 3419.253418
	Iteration 25Q: 3 clusters Score -105699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105711.804688 Penalty: 3419.253418
	Iteration 26Q: 3 clusters Score -105711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105713.234375 Penalty: 3419.253418
	Iteration 27Q: 3 clusters Score -105713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105713.234375 Penalty: 3419.253418
	Iteration 28F: 3 clusters Score -105713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170534 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
Score: -124245200.000000 Penalty: 99613.000000
Splitting cluster 27 changes total score from -124246808.000000 to -124245200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -35080.136719 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -35080.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33860.968750 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -33860.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34213.578125 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -34213.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34481.886719 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -34481.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34718.687500 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -34718.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34828.597656 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -34828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34847.410156 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -34847.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34847.410156 Penalty: 2930.409180
	Iteration 6F: 3 clusters Score -34847.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170534 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246792.000000 Penalty: 96178.070312
Iteration 319Q: 29 clusters Score -1.242468e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170534 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124246792.000000 Penalty: 96178.070312
Iteration 320F: 29 clusters Score -1.242468e+08 nChanged 0
Entering ConstructFrom: 
Score: -124246792.000000 Penalty: 96178.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Entering Unmasked Estep 
Score: -2129956.750000 Penalty: 2427.735107
	Iteration 0F: 2 clusters Score -2129957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2117393.000000 Penalty: 4855.470215
	Iteration 0F: 3 clusters Score -2117393 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2121876.000000 Penalty: 4855.470215
	Iteration 1F: 3 clusters Score -2121876 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2122503.750000 Penalty: 4855.470215
	Iteration 2F: 3 clusters Score -2122504 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2123047.000000 Penalty: 4855.470215
	Iteration 3F: 3 clusters Score -2123047 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2123522.750000 Penalty: 4855.470215
	Iteration 4F: 3 clusters Score -2123523 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2123985.500000 Penalty: 4855.470215
	Iteration 5Q: 3 clusters Score -2123986 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2124480.750000 Penalty: 4855.470215
	Iteration 6Q: 3 clusters Score -2124481 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2124981.000000 Penalty: 4855.470215
	Iteration 7Q: 3 clusters Score -2124981 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2125519.750000 Penalty: 4855.470215
	Iteration 8Q: 3 clusters Score -2125520 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2126123.500000 Penalty: 4855.470215
	Iteration 9Q: 3 clusters Score -2126124 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2126706.000000 Penalty: 4855.470215
	Iteration 10Q: 3 clusters Score -2126706 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2127205.250000 Penalty: 4855.470215
	Iteration 11Q: 3 clusters Score -2127205 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2127587.000000 Penalty: 4855.470215
	Iteration 12Q: 3 clusters Score -2127587 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2127841.250000 Penalty: 4855.470215
	Iteration 13Q: 3 clusters Score -2127841 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2128026.000000 Penalty: 4855.470215
	Iteration 14Q: 3 clusters Score -2128026 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2128151.750000 Penalty: 4855.470215
	Iteration 15Q: 3 clusters Score -2128152 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2128277.750000 Penalty: 4855.470215
	Iteration 16Q: 3 clusters Score -2128278 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2128384.500000 Penalty: 4855.470215
	Iteration 17Q: 3 clusters Score -2128384 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2128473.750000 Penalty: 4855.470215
	Iteration 18Q: 3 clusters Score -2128474 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2128562.250000 Penalty: 4855.470215
	Iteration 19Q: 3 clusters Score -2128562 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2128620.750000 Penalty: 4855.470215
	Iteration 20F: 3 clusters Score -2128621 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2128653.000000 Penalty: 4855.470215
	Iteration 21Q: 3 clusters Score -2128653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2128668.250000 Penalty: 4855.470215
	Iteration 22Q: 3 clusters Score -2128668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2128692.250000 Penalty: 4855.470215
	Iteration 23Q: 3 clusters Score -2128692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2128722.750000 Penalty: 4855.470215
	Iteration 24Q: 3 clusters Score -2128723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2128745.750000 Penalty: 4855.470215
	Iteration 25Q: 3 clusters Score -2128746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2128758.250000 Penalty: 4855.470215
	Iteration 26Q: 3 clusters Score -2128758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2128780.750000 Penalty: 4855.470215
	Iteration 27Q: 3 clusters Score -2128781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2128798.250000 Penalty: 4855.470215
	Iteration 28Q: 3 clusters Score -2128798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2128804.500000 Penalty: 4855.470215
	Iteration 29Q: 3 clusters Score -2128804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2128816.000000 Penalty: 4855.470215
	Iteration 30Q: 3 clusters Score -2128816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2128826.500000 Penalty: 4855.470215
	Iteration 31Q: 3 clusters Score -2128826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2128831.500000 Penalty: 4855.470215
	Iteration 32Q: 3 clusters Score -2128832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2128836.500000 Penalty: 4855.470215
	Iteration 33Q: 3 clusters Score -2128836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2128839.750000 Penalty: 4855.470215
	Iteration 34Q: 3 clusters Score -2128840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2128844.500000 Penalty: 4855.470215
	Iteration 35Q: 3 clusters Score -2128844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2128851.250000 Penalty: 4855.470215
	Iteration 36Q: 3 clusters Score -2128851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2128861.000000 Penalty: 4855.470215
	Iteration 37Q: 3 clusters Score -2128861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2128862.500000 Penalty: 4855.470215
	Iteration 38Q: 3 clusters Score -2128862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2128871.500000 Penalty: 4855.470215
	Iteration 39Q: 3 clusters Score -2128872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2128876.500000 Penalty: 4855.470215
	Iteration 40F: 3 clusters Score -2128876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2128877.750000 Penalty: 4855.470215
	Iteration 41Q: 3 clusters Score -2128878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2128880.750000 Penalty: 4855.470215
	Iteration 42Q: 3 clusters Score -2128881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2128886.500000 Penalty: 4855.470215
	Iteration 43Q: 3 clusters Score -2128886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2128892.000000 Penalty: 4855.470215
	Iteration 44Q: 3 clusters Score -2128892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2128889.500000 Penalty: 4855.470215
	Iteration 45Q: 3 clusters Score -2128890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2128891.750000 Penalty: 4855.470215
	Iteration 46Q: 3 clusters Score -2128892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2128891.250000 Penalty: 4855.470215
	Iteration 47Q: 3 clusters Score -2128891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2128889.500000 Penalty: 4855.470215
	Iteration 48Q: 3 clusters Score -2128890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2128890.500000 Penalty: 4855.470215
	Iteration 49Q: 3 clusters Score -2128890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2128891.500000 Penalty: 4855.470215
	Iteration 50Q: 3 clusters Score -2128892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2128891.250000 Penalty: 4855.470215
	Iteration 51Q: 3 clusters Score -2128891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2128888.750000 Penalty: 4855.470215
	Iteration 52Q: 3 clusters Score -2128889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2128888.750000 Penalty: 4855.470215
	Iteration 53F: 3 clusters Score -2128889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Entering Unmasked Estep 
Score: -3176284.000000 Penalty: 2530.821289
	Iteration 0F: 2 clusters Score -3176284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3157782.000000 Penalty: 5061.642578
	Iteration 0F: 3 clusters Score -3157782 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3164738.250000 Penalty: 5061.642578
	Iteration 1F: 3 clusters Score -3164738 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3165818.000000 Penalty: 5061.642578
	Iteration 2F: 3 clusters Score -3165818 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3166984.500000 Penalty: 5061.642578
	Iteration 3F: 3 clusters Score -3166984 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3168251.500000 Penalty: 5061.642578
	Iteration 4F: 3 clusters Score -3168252 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3169402.250000 Penalty: 5061.642578
	Iteration 5F: 3 clusters Score -3169402 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3170286.500000 Penalty: 5061.642578
	Iteration 6F: 3 clusters Score -3170286 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3170914.000000 Penalty: 5061.642578
	Iteration 7Q: 3 clusters Score -3170914 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3171403.750000 Penalty: 5061.642578
	Iteration 8Q: 3 clusters Score -3171404 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3171822.750000 Penalty: 5061.642578
	Iteration 9Q: 3 clusters Score -3171823 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3172195.750000 Penalty: 5061.642578
	Iteration 10Q: 3 clusters Score -3172196 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3172537.250000 Penalty: 5061.642578
	Iteration 11Q: 3 clusters Score -3172537 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3172815.250000 Penalty: 5061.642578
	Iteration 12Q: 3 clusters Score -3172815 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3173093.000000 Penalty: 5061.642578
	Iteration 13Q: 3 clusters Score -3173093 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3173326.500000 Penalty: 5061.642578
	Iteration 14Q: 3 clusters Score -3173326 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3173479.500000 Penalty: 5061.642578
	Iteration 15Q: 3 clusters Score -3173480 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3173621.750000 Penalty: 5061.642578
	Iteration 16Q: 3 clusters Score -3173622 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3173749.250000 Penalty: 5061.642578
	Iteration 17Q: 3 clusters Score -3173749 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3173896.750000 Penalty: 5061.642578
	Iteration 18Q: 3 clusters Score -3173897 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3174052.750000 Penalty: 5061.642578
	Iteration 19Q: 3 clusters Score -3174053 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3174192.500000 Penalty: 5061.642578
	Iteration 20F: 3 clusters Score -3174192 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3174288.250000 Penalty: 5061.642578
	Iteration 21Q: 3 clusters Score -3174288 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3174409.750000 Penalty: 5061.642578
	Iteration 22Q: 3 clusters Score -3174410 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3174500.750000 Penalty: 5061.642578
	Iteration 23Q: 3 clusters Score -3174501 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3174577.000000 Penalty: 5061.642578
	Iteration 24Q: 3 clusters Score -3174577 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3174644.000000 Penalty: 5061.642578
	Iteration 25Q: 3 clusters Score -3174644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3174709.250000 Penalty: 5061.642578
	Iteration 26Q: 3 clusters Score -3174709 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3174752.750000 Penalty: 5061.642578
	Iteration 27Q: 3 clusters Score -3174753 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3174794.750000 Penalty: 5061.642578
	Iteration 28Q: 3 clusters Score -3174795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3174838.000000 Penalty: 5061.642578
	Iteration 29Q: 3 clusters Score -3174838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3174884.750000 Penalty: 5061.642578
	Iteration 30Q: 3 clusters Score -3174885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3174905.250000 Penalty: 5061.642578
	Iteration 31Q: 3 clusters Score -3174905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3174918.000000 Penalty: 5061.642578
	Iteration 32Q: 3 clusters Score -3174918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3174943.000000 Penalty: 5061.642578
	Iteration 33Q: 3 clusters Score -3174943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3174963.750000 Penalty: 5061.642578
	Iteration 34Q: 3 clusters Score -3174964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3174979.250000 Penalty: 5061.642578
	Iteration 35Q: 3 clusters Score -3174979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3174993.250000 Penalty: 5061.642578
	Iteration 36Q: 3 clusters Score -3174993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3175006.750000 Penalty: 5061.642578
	Iteration 37Q: 3 clusters Score -3175007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3175023.500000 Penalty: 5061.642578
	Iteration 38Q: 3 clusters Score -3175024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3175032.750000 Penalty: 5061.642578
	Iteration 39Q: 3 clusters Score -3175033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3175044.500000 Penalty: 5061.642578
	Iteration 40F: 3 clusters Score -3175044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3175055.000000 Penalty: 5061.642578
	Iteration 41Q: 3 clusters Score -3175055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3175066.000000 Penalty: 5061.642578
	Iteration 42Q: 3 clusters Score -3175066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3175065.000000 Penalty: 5061.642578
	Iteration 43Q: 3 clusters Score -3175065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3175074.250000 Penalty: 5061.642578
	Iteration 44Q: 3 clusters Score -3175074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3175083.250000 Penalty: 5061.642578
	Iteration 45Q: 3 clusters Score -3175083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3175080.250000 Penalty: 5061.642578
	Iteration 46Q: 3 clusters Score -3175080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3175084.750000 Penalty: 5061.642578
	Iteration 47Q: 3 clusters Score -3175085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3175084.500000 Penalty: 5061.642578
	Iteration 48Q: 3 clusters Score -3175084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3175086.250000 Penalty: 5061.642578
	Iteration 49Q: 3 clusters Score -3175086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3175086.250000 Penalty: 5061.642578
	Iteration 50F: 3 clusters Score -3175086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -592607.937500 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -592607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -588105.250000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -588105.2 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -589244.875000 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -589244.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -589482.750000 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -589482.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -589637.125000 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -589637.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -589753.812500 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -589753.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -589874.500000 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -589874.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -589999.812500 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -589999.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -590100.562500 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -590100.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -590217.500000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -590217.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -590301.562500 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -590301.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -590381.937500 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -590381.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -590448.250000 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -590448.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -590500.125000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -590500.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -590539.687500 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -590539.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -590585.375000 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -590585.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -590637.500000 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -590637.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -590675.625000 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -590675.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -590706.937500 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -590706.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -590739.812500 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -590739.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -590767.875000 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -590767.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -590786.750000 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -590786.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -590813.437500 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -590813.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -590830.750000 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -590830.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -590842.062500 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -590842.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -590853.500000 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -590853.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -590872.625000 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -590872.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -590897.125000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -590897.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -590922.062500 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -590922.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -590945.625000 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -590945.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -590966.125000 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -590966.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -590980.562500 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -590980.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -590999.437500 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -590999.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -591012.000000 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -591012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -591024.562500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -591024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -591032.312500 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -591032.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -591041.500000 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -591041.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -591046.437500 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -591046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -591049.187500 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -591049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -591051.250000 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -591051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -591056.625000 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -591056.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -591057.562500 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -591057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -591060.937500 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -591060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -591064.562500 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -591064.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -591068.312500 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -591068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -591072.062500 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -591072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -591074.437500 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -591074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -591075.937500 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -591075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -591082.062500 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -591082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -591082.562500 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -591082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -591083.437500 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -591083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -591083.750000 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -591083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -591084.125000 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -591084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -591083.687500 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -591083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -591083.687500 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -591083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -591084.125000 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -591084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -591086.375000 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -591086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -591087.375000 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -591087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -591089.125000 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -591089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -591089.125000 Penalty: 4227.889648
	Iteration 58F: 3 clusters Score -591089.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -631448.312500 Penalty: 2122.419678
	Iteration 0F: 2 clusters Score -631448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -626721.875000 Penalty: 4244.839355
	Iteration 0F: 3 clusters Score -626721.9 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -627887.500000 Penalty: 4244.839355
	Iteration 1F: 3 clusters Score -627887.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -628105.250000 Penalty: 4244.839355
	Iteration 2F: 3 clusters Score -628105.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -628233.937500 Penalty: 4244.839355
	Iteration 3Q: 3 clusters Score -628233.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -628313.750000 Penalty: 4244.839355
	Iteration 4Q: 3 clusters Score -628313.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -628377.000000 Penalty: 4244.839355
	Iteration 5Q: 3 clusters Score -628377 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -628443.250000 Penalty: 4244.839355
	Iteration 6Q: 3 clusters Score -628443.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -628507.125000 Penalty: 4244.839355
	Iteration 7Q: 3 clusters Score -628507.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -628570.750000 Penalty: 4244.839355
	Iteration 8Q: 3 clusters Score -628570.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -628636.000000 Penalty: 4244.839355
	Iteration 9Q: 3 clusters Score -628636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -628704.562500 Penalty: 4244.839355
	Iteration 10Q: 3 clusters Score -628704.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -628770.812500 Penalty: 4244.839355
	Iteration 11Q: 3 clusters Score -628770.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -628835.687500 Penalty: 4244.839355
	Iteration 12Q: 3 clusters Score -628835.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -628906.875000 Penalty: 4244.839355
	Iteration 13Q: 3 clusters Score -628906.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -628983.437500 Penalty: 4244.839355
	Iteration 14Q: 3 clusters Score -628983.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -629077.125000 Penalty: 4244.839355
	Iteration 15Q: 3 clusters Score -629077.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -629183.375000 Penalty: 4244.839355
	Iteration 16Q: 3 clusters Score -629183.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -629295.875000 Penalty: 4244.839355
	Iteration 17Q: 3 clusters Score -629295.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -629421.500000 Penalty: 4244.839355
	Iteration 18Q: 3 clusters Score -629421.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -629531.375000 Penalty: 4244.839355
	Iteration 19Q: 3 clusters Score -629531.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -629650.937500 Penalty: 4244.839355
	Iteration 20F: 3 clusters Score -629650.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -629729.687500 Penalty: 4244.839355
	Iteration 21Q: 3 clusters Score -629729.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -629778.812500 Penalty: 4244.839355
	Iteration 22Q: 3 clusters Score -629778.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -629823.687500 Penalty: 4244.839355
	Iteration 23Q: 3 clusters Score -629823.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -629857.437500 Penalty: 4244.839355
	Iteration 24Q: 3 clusters Score -629857.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -629884.312500 Penalty: 4244.839355
	Iteration 25Q: 3 clusters Score -629884.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -629927.187500 Penalty: 4244.839355
	Iteration 26Q: 3 clusters Score -629927.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -629954.312500 Penalty: 4244.839355
	Iteration 27Q: 3 clusters Score -629954.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -629986.687500 Penalty: 4244.839355
	Iteration 28Q: 3 clusters Score -629986.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -630010.687500 Penalty: 4244.839355
	Iteration 29Q: 3 clusters Score -630010.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -630029.562500 Penalty: 4244.839355
	Iteration 30Q: 3 clusters Score -630029.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -630042.312500 Penalty: 4244.839355
	Iteration 31Q: 3 clusters Score -630042.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -630048.750000 Penalty: 4244.839355
	Iteration 32Q: 3 clusters Score -630048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -630053.625000 Penalty: 4244.839355
	Iteration 33Q: 3 clusters Score -630053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -630057.937500 Penalty: 4244.839355
	Iteration 34Q: 3 clusters Score -630057.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -630064.000000 Penalty: 4244.839355
	Iteration 35Q: 3 clusters Score -630064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -630066.625000 Penalty: 4244.839355
	Iteration 36Q: 3 clusters Score -630066.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -630069.812500 Penalty: 4244.839355
	Iteration 37Q: 3 clusters Score -630069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -630069.625000 Penalty: 4244.839355
	Iteration 38Q: 3 clusters Score -630069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -630069.625000 Penalty: 4244.839355
	Iteration 39F: 3 clusters Score -630069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -769842.000000 Penalty: 2189.284912
	Iteration 0F: 2 clusters Score -769842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -764333.750000 Penalty: 4378.569824
	Iteration 0F: 3 clusters Score -764333.8 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -766048.875000 Penalty: 4378.569824
	Iteration 1F: 3 clusters Score -766048.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -766474.062500 Penalty: 4378.569824
	Iteration 2F: 3 clusters Score -766474.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -766790.687500 Penalty: 4378.569824
	Iteration 3F: 3 clusters Score -766790.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -767078.562500 Penalty: 4378.569824
	Iteration 4F: 3 clusters Score -767078.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -767338.250000 Penalty: 4378.569824
	Iteration 5F: 3 clusters Score -767338.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -767527.250000 Penalty: 4378.569824
	Iteration 6Q: 3 clusters Score -767527.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -767682.750000 Penalty: 4378.569824
	Iteration 7Q: 3 clusters Score -767682.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -767799.000000 Penalty: 4378.569824
	Iteration 8Q: 3 clusters Score -767799 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -767885.562500 Penalty: 4378.569824
	Iteration 9Q: 3 clusters Score -767885.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -767942.312500 Penalty: 4378.569824
	Iteration 10Q: 3 clusters Score -767942.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -767969.125000 Penalty: 4378.569824
	Iteration 11Q: 3 clusters Score -767969.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -767983.562500 Penalty: 4378.569824
	Iteration 12Q: 3 clusters Score -767983.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -767993.375000 Penalty: 4378.569824
	Iteration 13Q: 3 clusters Score -767993.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -768003.937500 Penalty: 4378.569824
	Iteration 14Q: 3 clusters Score -768003.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -768016.875000 Penalty: 4378.569824
	Iteration 15Q: 3 clusters Score -768016.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -768029.312500 Penalty: 4378.569824
	Iteration 16Q: 3 clusters Score -768029.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -768038.812500 Penalty: 4378.569824
	Iteration 17Q: 3 clusters Score -768038.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -768045.500000 Penalty: 4378.569824
	Iteration 18Q: 3 clusters Score -768045.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -768053.312500 Penalty: 4378.569824
	Iteration 19Q: 3 clusters Score -768053.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -768061.187500 Penalty: 4378.569824
	Iteration 20F: 3 clusters Score -768061.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -768065.312500 Penalty: 4378.569824
	Iteration 21Q: 3 clusters Score -768065.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -768069.500000 Penalty: 4378.569824
	Iteration 22Q: 3 clusters Score -768069.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -768070.937500 Penalty: 4378.569824
	Iteration 23Q: 3 clusters Score -768070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -768076.687500 Penalty: 4378.569824
	Iteration 24Q: 3 clusters Score -768076.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -768078.500000 Penalty: 4378.569824
	Iteration 25Q: 3 clusters Score -768078.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -768087.687500 Penalty: 4378.569824
	Iteration 26Q: 3 clusters Score -768087.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -768091.000000 Penalty: 4378.569824
	Iteration 27Q: 3 clusters Score -768091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -768095.250000 Penalty: 4378.569824
	Iteration 28Q: 3 clusters Score -768095.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -768100.000000 Penalty: 4378.569824
	Iteration 29Q: 3 clusters Score -768100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -768101.250000 Penalty: 4378.569824
	Iteration 30Q: 3 clusters Score -768101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -768100.375000 Penalty: 4378.569824
	Iteration 31Q: 3 clusters Score -768100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -768101.750000 Penalty: 4378.569824
	Iteration 32Q: 3 clusters Score -768101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -768102.500000 Penalty: 4378.569824
	Iteration 33Q: 3 clusters Score -768102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -768104.437500 Penalty: 4378.569824
	Iteration 34Q: 3 clusters Score -768104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -768105.500000 Penalty: 4378.569824
	Iteration 35Q: 3 clusters Score -768105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -768104.250000 Penalty: 4378.569824
	Iteration 36Q: 3 clusters Score -768104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -768105.687500 Penalty: 4378.569824
	Iteration 37Q: 3 clusters Score -768105.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -768108.375000 Penalty: 4378.569824
	Iteration 38Q: 3 clusters Score -768108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -768108.250000 Penalty: 4378.569824
	Iteration 39Q: 3 clusters Score -768108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -768109.125000 Penalty: 4378.569824
	Iteration 40F: 3 clusters Score -768109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -768109.375000 Penalty: 4378.569824
	Iteration 41Q: 3 clusters Score -768109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -768109.250000 Penalty: 4378.569824
	Iteration 42Q: 3 clusters Score -768109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -768109.625000 Penalty: 4378.569824
	Iteration 43Q: 3 clusters Score -768109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -768109.625000 Penalty: 4378.569824
	Iteration 44F: 3 clusters Score -768109.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Entering Unmasked Estep 
Score: -5369096.500000 Penalty: 2659.441406
	Iteration 0F: 2 clusters Score -5369096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5338329.000000 Penalty: 5318.882812
	Iteration 0F: 3 clusters Score -5338329 nChanged 20904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -5349880.000000 Penalty: 5318.882812
	Iteration 1F: 3 clusters Score -5349880 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -5350572.500000 Penalty: 5318.882812
	Iteration 2Q: 3 clusters Score -5350572 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -5351400.000000 Penalty: 5318.882812
	Iteration 3Q: 3 clusters Score -5351400 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -5352474.500000 Penalty: 5318.882812
	Iteration 4Q: 3 clusters Score -5352474 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -5354088.500000 Penalty: 5318.882812
	Iteration 5F: 3 clusters Score -5354088 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -5356463.500000 Penalty: 5318.882812
	Iteration 6F: 3 clusters Score -5356464 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -5359560.000000 Penalty: 5318.882812
	Iteration 7F: 3 clusters Score -5359560 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -5362866.500000 Penalty: 5318.882812
	Iteration 8F: 3 clusters Score -5362866 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5365550.000000 Penalty: 5318.882812
	Iteration 9F: 3 clusters Score -5365550 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5366752.000000 Penalty: 5318.882812
	Iteration 10Q: 3 clusters Score -5366752 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -5367248.000000 Penalty: 5318.882812
	Iteration 11Q: 3 clusters Score -5367248 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -5367401.000000 Penalty: 5318.882812
	Iteration 12Q: 3 clusters Score -5367401 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5367489.000000 Penalty: 5318.882812
	Iteration 13Q: 3 clusters Score -5367489 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5367589.500000 Penalty: 5318.882812
	Iteration 14Q: 3 clusters Score -5367590 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5367651.500000 Penalty: 5318.882812
	Iteration 15Q: 3 clusters Score -5367652 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -5367709.500000 Penalty: 5318.882812
	Iteration 16Q: 3 clusters Score -5367710 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5367766.000000 Penalty: 5318.882812
	Iteration 17Q: 3 clusters Score -5367766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5367808.500000 Penalty: 5318.882812
	Iteration 18Q: 3 clusters Score -5367808 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5367829.500000 Penalty: 5318.882812
	Iteration 19Q: 3 clusters Score -5367830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5367858.500000 Penalty: 5318.882812
	Iteration 20F: 3 clusters Score -5367858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5367868.000000 Penalty: 5318.882812
	Iteration 21Q: 3 clusters Score -5367868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5367890.000000 Penalty: 5318.882812
	Iteration 22Q: 3 clusters Score -5367890 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -5367909.500000 Penalty: 5318.882812
	Iteration 23Q: 3 clusters Score -5367910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -5367912.000000 Penalty: 5318.882812
	Iteration 24Q: 3 clusters Score -5367912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5367927.500000 Penalty: 5318.882812
	Iteration 25Q: 3 clusters Score -5367928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -5367940.000000 Penalty: 5318.882812
	Iteration 26Q: 3 clusters Score -5367940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -5367965.000000 Penalty: 5318.882812
	Iteration 27Q: 3 clusters Score -5367965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5367957.500000 Penalty: 5318.882812
	Iteration 28Q: 3 clusters Score -5367958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5367960.000000 Penalty: 5318.882812
	Iteration 29Q: 3 clusters Score -5367960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5367960.500000 Penalty: 5318.882812
	Iteration 30Q: 3 clusters Score -5367960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -5367955.000000 Penalty: 5318.882812
	Iteration 31Q: 3 clusters Score -5367955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -5367971.000000 Penalty: 5318.882812
	Iteration 32Q: 3 clusters Score -5367971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -5367963.500000 Penalty: 5318.882812
	Iteration 33Q: 3 clusters Score -5367964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5367973.000000 Penalty: 5318.882812
	Iteration 34Q: 3 clusters Score -5367973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5367959.500000 Penalty: 5318.882812
	Iteration 35Q: 3 clusters Score -5367960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5367969.500000 Penalty: 5318.882812
	Iteration 36Q: 3 clusters Score -5367970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5367984.500000 Penalty: 5318.882812
	Iteration 37Q: 3 clusters Score -5367984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5367975.500000 Penalty: 5318.882812
	Iteration 38Q: 3 clusters Score -5367976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5367984.000000 Penalty: 5318.882812
	Iteration 39Q: 3 clusters Score -5367984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -5367989.500000 Penalty: 5318.882812
	Iteration 40F: 3 clusters Score -5367990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5367991.000000 Penalty: 5318.882812
	Iteration 41Q: 3 clusters Score -5367991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5367980.000000 Penalty: 5318.882812
	Iteration 42Q: 3 clusters Score -5367980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5367986.000000 Penalty: 5318.882812
	Iteration 43Q: 3 clusters Score -5367986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5367977.500000 Penalty: 5318.882812
	Iteration 44Q: 3 clusters Score -5367978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5367969.500000 Penalty: 5318.882812
	Iteration 45Q: 3 clusters Score -5367970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -5367967.000000 Penalty: 5318.882812
	Iteration 46Q: 3 clusters Score -5367967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5367964.500000 Penalty: 5318.882812
	Iteration 47Q: 3 clusters Score -5367964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5367966.500000 Penalty: 5318.882812
	Iteration 48Q: 3 clusters Score -5367966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -5367968.500000 Penalty: 5318.882812
	Iteration 49Q: 3 clusters Score -5367968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5367967.000000 Penalty: 5318.882812
	Iteration 50Q: 3 clusters Score -5367967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -5367964.000000 Penalty: 5318.882812
	Iteration 51Q: 3 clusters Score -5367964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -5367962.500000 Penalty: 5318.882812
	Iteration 52Q: 3 clusters Score -5367962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5367964.000000 Penalty: 5318.882812
	Iteration 53Q: 3 clusters Score -5367964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5367964.000000 Penalty: 5318.882812
	Iteration 54F: 3 clusters Score -5367964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Entering Unmasked Estep 
Score: -16457140.000000 Penalty: 2929.443848
	Iteration 0F: 2 clusters Score -1.645714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -16366872.000000 Penalty: 5858.887695
	Iteration 0F: 3 clusters Score -1.636687e+07 nChanged 64455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -16404105.000000 Penalty: 5858.887695
	Iteration 1F: 3 clusters Score -1.64041e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -16405284.000000 Penalty: 5858.887695
	Iteration 2Q: 3 clusters Score -1.640528e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -16406743.000000 Penalty: 5858.887695
	Iteration 3Q: 3 clusters Score -1.640674e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -16409159.000000 Penalty: 5858.887695
	Iteration 4Q: 3 clusters Score -1.640916e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -16412919.000000 Penalty: 5858.887695
	Iteration 5F: 3 clusters Score -1.641292e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -16417878.000000 Penalty: 5858.887695
	Iteration 6F: 3 clusters Score -1.641788e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -16423720.000000 Penalty: 5858.887695
	Iteration 7F: 3 clusters Score -1.642372e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -16429018.000000 Penalty: 5858.887695
	Iteration 8F: 3 clusters Score -1.642902e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -16433483.000000 Penalty: 5858.887695
	Iteration 9F: 3 clusters Score -1.643348e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -16437606.000000 Penalty: 5858.887695
	Iteration 10Q: 3 clusters Score -1.643761e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117127 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -16441731.000000 Penalty: 5858.887695
	Iteration 11Q: 3 clusters Score -1.644173e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122244 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -16445227.000000 Penalty: 5858.887695
	Iteration 12Q: 3 clusters Score -1.644523e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126415 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -16448337.000000 Penalty: 5858.887695
	Iteration 13Q: 3 clusters Score -1.644834e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -16450793.000000 Penalty: 5858.887695
	Iteration 14Q: 3 clusters Score -1.645079e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -16452397.000000 Penalty: 5858.887695
	Iteration 15Q: 3 clusters Score -1.64524e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132788 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -16453430.000000 Penalty: 5858.887695
	Iteration 16Q: 3 clusters Score -1.645343e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133439 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16454005.000000 Penalty: 5858.887695
	Iteration 17Q: 3 clusters Score -1.6454e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133764 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16454349.000000 Penalty: 5858.887695
	Iteration 18Q: 3 clusters Score -1.645435e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133927 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16454528.000000 Penalty: 5858.887695
	Iteration 19Q: 3 clusters Score -1.645453e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134008 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16454621.000000 Penalty: 5858.887695
	Iteration 20F: 3 clusters Score -1.645462e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16454679.000000 Penalty: 5858.887695
	Iteration 21Q: 3 clusters Score -1.645468e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134110 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16454743.000000 Penalty: 5858.887695
	Iteration 22Q: 3 clusters Score -1.645474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134134 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16454770.000000 Penalty: 5858.887695
	Iteration 23Q: 3 clusters Score -1.645477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134147 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16454794.000000 Penalty: 5858.887695
	Iteration 24Q: 3 clusters Score -1.645479e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134149 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16454812.000000 Penalty: 5858.887695
	Iteration 25Q: 3 clusters Score -1.645481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134159 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16454822.000000 Penalty: 5858.887695
	Iteration 26Q: 3 clusters Score -1.645482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16454842.000000 Penalty: 5858.887695
	Iteration 27Q: 3 clusters Score -1.645484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -16454850.000000 Penalty: 5858.887695
	Iteration 28Q: 3 clusters Score -1.645485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134175 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16454868.000000 Penalty: 5858.887695
	Iteration 29Q: 3 clusters Score -1.645487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134177 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16454862.000000 Penalty: 5858.887695
	Iteration 30Q: 3 clusters Score -1.645486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134181 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16454885.000000 Penalty: 5858.887695
	Iteration 31Q: 3 clusters Score -1.645488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16454874.000000 Penalty: 5858.887695
	Iteration 32Q: 3 clusters Score -1.645487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16454865.000000 Penalty: 5858.887695
	Iteration 33Q: 3 clusters Score -1.645486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134183 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16454869.000000 Penalty: 5858.887695
	Iteration 34Q: 3 clusters Score -1.645487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134182 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16454877.000000 Penalty: 5858.887695
	Iteration 35Q: 3 clusters Score -1.645488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134177 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16454897.000000 Penalty: 5858.887695
	Iteration 36Q: 3 clusters Score -1.64549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134174 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -16454879.000000 Penalty: 5858.887695
	Iteration 37Q: 3 clusters Score -1.645488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134176 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16454885.000000 Penalty: 5858.887695
	Iteration 38Q: 3 clusters Score -1.645488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134177 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16454887.000000 Penalty: 5858.887695
	Iteration 39Q: 3 clusters Score -1.645489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134178 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16454891.000000 Penalty: 5858.887695
	Iteration 40F: 3 clusters Score -1.645489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Entering Unmasked Estep 
Score: -2445912.500000 Penalty: 2454.422852
	Iteration 0F: 2 clusters Score -2445912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2432044.500000 Penalty: 4908.845703
	Iteration 0F: 3 clusters Score -2432044 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2436734.250000 Penalty: 4908.845703
	Iteration 1F: 3 clusters Score -2436734 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2437101.250000 Penalty: 4908.845703
	Iteration 2F: 3 clusters Score -2437101 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2437438.000000 Penalty: 4908.845703
	Iteration 3Q: 3 clusters Score -2437438 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2437731.000000 Penalty: 4908.845703
	Iteration 4Q: 3 clusters Score -2437731 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2438012.750000 Penalty: 4908.845703
	Iteration 5Q: 3 clusters Score -2438013 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2438256.750000 Penalty: 4908.845703
	Iteration 6Q: 3 clusters Score -2438257 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2438516.500000 Penalty: 4908.845703
	Iteration 7Q: 3 clusters Score -2438516 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2438808.000000 Penalty: 4908.845703
	Iteration 8Q: 3 clusters Score -2438808 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2439141.250000 Penalty: 4908.845703
	Iteration 9Q: 3 clusters Score -2439141 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2439551.500000 Penalty: 4908.845703
	Iteration 10Q: 3 clusters Score -2439552 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2440004.750000 Penalty: 4908.845703
	Iteration 11Q: 3 clusters Score -2440005 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2440468.250000 Penalty: 4908.845703
	Iteration 12Q: 3 clusters Score -2440468 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2440874.250000 Penalty: 4908.845703
	Iteration 13Q: 3 clusters Score -2440874 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2441193.500000 Penalty: 4908.845703
	Iteration 14Q: 3 clusters Score -2441194 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2441442.000000 Penalty: 4908.845703
	Iteration 15Q: 3 clusters Score -2441442 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2441628.250000 Penalty: 4908.845703
	Iteration 16Q: 3 clusters Score -2441628 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2441773.250000 Penalty: 4908.845703
	Iteration 17Q: 3 clusters Score -2441773 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2441889.500000 Penalty: 4908.845703
	Iteration 18Q: 3 clusters Score -2441890 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2442011.500000 Penalty: 4908.845703
	Iteration 19Q: 3 clusters Score -2442012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2442125.000000 Penalty: 4908.845703
	Iteration 20F: 3 clusters Score -2442125 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2442233.250000 Penalty: 4908.845703
	Iteration 21Q: 3 clusters Score -2442233 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2442328.000000 Penalty: 4908.845703
	Iteration 22Q: 3 clusters Score -2442328 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2442431.000000 Penalty: 4908.845703
	Iteration 23Q: 3 clusters Score -2442431 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2442537.250000 Penalty: 4908.845703
	Iteration 24Q: 3 clusters Score -2442537 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2442640.750000 Penalty: 4908.845703
	Iteration 25Q: 3 clusters Score -2442641 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2442750.000000 Penalty: 4908.845703
	Iteration 26Q: 3 clusters Score -2442750 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2442853.500000 Penalty: 4908.845703
	Iteration 27Q: 3 clusters Score -2442854 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2442950.250000 Penalty: 4908.845703
	Iteration 28Q: 3 clusters Score -2442950 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2443043.000000 Penalty: 4908.845703
	Iteration 29Q: 3 clusters Score -2443043 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2443115.250000 Penalty: 4908.845703
	Iteration 30Q: 3 clusters Score -2443115 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2443180.750000 Penalty: 4908.845703
	Iteration 31Q: 3 clusters Score -2443181 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2443236.750000 Penalty: 4908.845703
	Iteration 32Q: 3 clusters Score -2443237 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2443303.000000 Penalty: 4908.845703
	Iteration 33Q: 3 clusters Score -2443303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2443345.000000 Penalty: 4908.845703
	Iteration 34Q: 3 clusters Score -2443345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2443382.000000 Penalty: 4908.845703
	Iteration 35Q: 3 clusters Score -2443382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2443443.000000 Penalty: 4908.845703
	Iteration 36Q: 3 clusters Score -2443443 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2443492.750000 Penalty: 4908.845703
	Iteration 37Q: 3 clusters Score -2443493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2443537.250000 Penalty: 4908.845703
	Iteration 38Q: 3 clusters Score -2443537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2443568.500000 Penalty: 4908.845703
	Iteration 39Q: 3 clusters Score -2443568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2443593.500000 Penalty: 4908.845703
	Iteration 40F: 3 clusters Score -2443594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2443622.250000 Penalty: 4908.845703
	Iteration 41Q: 3 clusters Score -2443622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2443650.750000 Penalty: 4908.845703
	Iteration 42Q: 3 clusters Score -2443651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2443670.000000 Penalty: 4908.845703
	Iteration 43Q: 3 clusters Score -2443670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2443686.250000 Penalty: 4908.845703
	Iteration 44Q: 3 clusters Score -2443686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2443708.000000 Penalty: 4908.845703
	Iteration 45Q: 3 clusters Score -2443708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2443719.750000 Penalty: 4908.845703
	Iteration 46Q: 3 clusters Score -2443720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2443736.250000 Penalty: 4908.845703
	Iteration 47Q: 3 clusters Score -2443736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2443757.250000 Penalty: 4908.845703
	Iteration 48Q: 3 clusters Score -2443757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2443774.250000 Penalty: 4908.845703
	Iteration 49Q: 3 clusters Score -2443774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2443786.250000 Penalty: 4908.845703
	Iteration 50Q: 3 clusters Score -2443786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2443795.750000 Penalty: 4908.845703
	Iteration 51Q: 3 clusters Score -2443796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2443808.000000 Penalty: 4908.845703
	Iteration 52Q: 3 clusters Score -2443808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2443813.000000 Penalty: 4908.845703
	Iteration 53Q: 3 clusters Score -2443813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2443817.250000 Penalty: 4908.845703
	Iteration 54Q: 3 clusters Score -2443817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2443823.000000 Penalty: 4908.845703
	Iteration 55Q: 3 clusters Score -2443823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2443824.500000 Penalty: 4908.845703
	Iteration 56Q: 3 clusters Score -2443824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2443830.750000 Penalty: 4908.845703
	Iteration 57Q: 3 clusters Score -2443831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2443838.500000 Penalty: 4908.845703
	Iteration 58Q: 3 clusters Score -2443838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2443843.250000 Penalty: 4908.845703
	Iteration 59Q: 3 clusters Score -2443843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2443848.250000 Penalty: 4908.845703
	Iteration 60F: 3 clusters Score -2443848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2443852.750000 Penalty: 4908.845703
	Iteration 61Q: 3 clusters Score -2443853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2443856.750000 Penalty: 4908.845703
	Iteration 62Q: 3 clusters Score -2443857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2443860.250000 Penalty: 4908.845703
	Iteration 63Q: 3 clusters Score -2443860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2443860.750000 Penalty: 4908.845703
	Iteration 64Q: 3 clusters Score -2443861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2443862.750000 Penalty: 4908.845703
	Iteration 65Q: 3 clusters Score -2443863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2443862.750000 Penalty: 4908.845703
	Iteration 66F: 3 clusters Score -2443863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Entering Unmasked Estep 
Score: -3535108.000000 Penalty: 2549.755615
	Iteration 0F: 2 clusters Score -3535108 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 14685 members 
Entering Unmasked Estep 
Score: -3515089.000000 Penalty: 5099.511230
	Iteration 0F: 3 clusters Score -3515089 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3522150.500000 Penalty: 5099.511230
	Iteration 1F: 3 clusters Score -3522150 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3522539.500000 Penalty: 5099.511230
	Iteration 2Q: 3 clusters Score -3522540 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3522856.000000 Penalty: 5099.511230
	Iteration 3Q: 3 clusters Score -3522856 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3523177.250000 Penalty: 5099.511230
	Iteration 4Q: 3 clusters Score -3523177 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3523577.500000 Penalty: 5099.511230
	Iteration 5Q: 3 clusters Score -3523578 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3524060.500000 Penalty: 5099.511230
	Iteration 6Q: 3 clusters Score -3524060 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3524787.500000 Penalty: 5099.511230
	Iteration 7Q: 3 clusters Score -3524788 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3525816.750000 Penalty: 5099.511230
	Iteration 8F: 3 clusters Score -3525817 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3527164.500000 Penalty: 5099.511230
	Iteration 9F: 3 clusters Score -3527164 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3528638.500000 Penalty: 5099.511230
	Iteration 10F: 3 clusters Score -3528638 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3530049.500000 Penalty: 5099.511230
	Iteration 11F: 3 clusters Score -3530050 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3531167.750000 Penalty: 5099.511230
	Iteration 12Q: 3 clusters Score -3531168 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3531902.500000 Penalty: 5099.511230
	Iteration 13Q: 3 clusters Score -3531902 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3532360.250000 Penalty: 5099.511230
	Iteration 14Q: 3 clusters Score -3532360 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3532598.750000 Penalty: 5099.511230
	Iteration 15Q: 3 clusters Score -3532599 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3532742.250000 Penalty: 5099.511230
	Iteration 16Q: 3 clusters Score -3532742 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3532820.500000 Penalty: 5099.511230
	Iteration 17Q: 3 clusters Score -3532820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3532871.500000 Penalty: 5099.511230
	Iteration 18Q: 3 clusters Score -3532872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3532915.250000 Penalty: 5099.511230
	Iteration 19Q: 3 clusters Score -3532915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3532963.750000 Penalty: 5099.511230
	Iteration 20F: 3 clusters Score -3532964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3532992.000000 Penalty: 5099.511230
	Iteration 21Q: 3 clusters Score -3532992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3533013.500000 Penalty: 5099.511230
	Iteration 22Q: 3 clusters Score -3533014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3533025.750000 Penalty: 5099.511230
	Iteration 23Q: 3 clusters Score -3533026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3533038.750000 Penalty: 5099.511230
	Iteration 24Q: 3 clusters Score -3533039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3533046.500000 Penalty: 5099.511230
	Iteration 25Q: 3 clusters Score -3533046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3533051.000000 Penalty: 5099.511230
	Iteration 26Q: 3 clusters Score -3533051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3533055.000000 Penalty: 5099.511230
	Iteration 27Q: 3 clusters Score -3533055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3533056.500000 Penalty: 5099.511230
	Iteration 28Q: 3 clusters Score -3533056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3533058.250000 Penalty: 5099.511230
	Iteration 29Q: 3 clusters Score -3533058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3533058.750000 Penalty: 5099.511230
	Iteration 30Q: 3 clusters Score -3533059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3533058.750000 Penalty: 5099.511230
	Iteration 31F: 3 clusters Score -3533059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -994018.875000 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -994018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -987215.937500 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -987215.9 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -989136.750000 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -989136.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -989430.312500 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -989430.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -989649.250000 Penalty: 4499.995605
	Iteration 3F: 3 clusters Score -989649.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -989853.187500 Penalty: 4499.995605
	Iteration 4Q: 3 clusters Score -989853.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -990036.687500 Penalty: 4499.995605
	Iteration 5Q: 3 clusters Score -990036.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -990212.500000 Penalty: 4499.995605
	Iteration 6Q: 3 clusters Score -990212.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -990370.250000 Penalty: 4499.995605
	Iteration 7Q: 3 clusters Score -990370.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -990513.000000 Penalty: 4499.995605
	Iteration 8Q: 3 clusters Score -990513 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -990650.687500 Penalty: 4499.995605
	Iteration 9Q: 3 clusters Score -990650.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -990784.812500 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -990784.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -990910.312500 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -990910.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -991009.000000 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -991009 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -991113.875000 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -991113.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -991225.812500 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -991225.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -991334.687500 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -991334.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -991433.250000 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -991433.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -991516.875000 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -991516.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -991597.250000 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -991597.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -991657.687500 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -991657.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -991720.875000 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -991720.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -991779.875000 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -991779.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -991844.437500 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -991844.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -991909.250000 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -991909.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -991970.687500 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -991970.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -992023.375000 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -992023.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -992079.812500 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -992079.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -992116.750000 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -992116.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -992167.937500 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -992167.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -992203.687500 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -992203.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -992231.500000 Penalty: 4499.995605
	Iteration 30Q: 3 clusters Score -992231.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -992262.937500 Penalty: 4499.995605
	Iteration 31Q: 3 clusters Score -992262.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -992297.437500 Penalty: 4499.995605
	Iteration 32Q: 3 clusters Score -992297.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -992323.687500 Penalty: 4499.995605
	Iteration 33Q: 3 clusters Score -992323.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -992349.750000 Penalty: 4499.995605
	Iteration 34Q: 3 clusters Score -992349.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -992379.312500 Penalty: 4499.995605
	Iteration 35Q: 3 clusters Score -992379.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -992408.625000 Penalty: 4499.995605
	Iteration 36Q: 3 clusters Score -992408.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -992428.750000 Penalty: 4499.995605
	Iteration 37Q: 3 clusters Score -992428.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -992451.312500 Penalty: 4499.995605
	Iteration 38Q: 3 clusters Score -992451.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -992472.875000 Penalty: 4499.995605
	Iteration 39Q: 3 clusters Score -992472.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -992488.250000 Penalty: 4499.995605
	Iteration 40F: 3 clusters Score -992488.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -992499.937500 Penalty: 4499.995605
	Iteration 41Q: 3 clusters Score -992499.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -992507.687500 Penalty: 4499.995605
	Iteration 42Q: 3 clusters Score -992507.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -992518.625000 Penalty: 4499.995605
	Iteration 43Q: 3 clusters Score -992518.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -992528.875000 Penalty: 4499.995605
	Iteration 44Q: 3 clusters Score -992528.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -992537.812500 Penalty: 4499.995605
	Iteration 45Q: 3 clusters Score -992537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -992539.625000 Penalty: 4499.995605
	Iteration 46Q: 3 clusters Score -992539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -992545.250000 Penalty: 4499.995605
	Iteration 47Q: 3 clusters Score -992545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -992547.312500 Penalty: 4499.995605
	Iteration 48Q: 3 clusters Score -992547.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -992550.187500 Penalty: 4499.995605
	Iteration 49Q: 3 clusters Score -992550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -992549.750000 Penalty: 4499.995605
	Iteration 50Q: 3 clusters Score -992549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -992550.562500 Penalty: 4499.995605
	Iteration 51Q: 3 clusters Score -992550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -992554.687500 Penalty: 4499.995605
	Iteration 52Q: 3 clusters Score -992554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -992555.687500 Penalty: 4499.995605
	Iteration 53Q: 3 clusters Score -992555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -992557.750000 Penalty: 4499.995605
	Iteration 54Q: 3 clusters Score -992557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -992557.687500 Penalty: 4499.995605
	Iteration 55Q: 3 clusters Score -992557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -992556.937500 Penalty: 4499.995605
	Iteration 56Q: 3 clusters Score -992556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -992557.937500 Penalty: 4499.995605
	Iteration 57Q: 3 clusters Score -992557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -992560.500000 Penalty: 4499.995605
	Iteration 58Q: 3 clusters Score -992560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -992558.500000 Penalty: 4499.995605
	Iteration 59Q: 3 clusters Score -992558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -992559.812500 Penalty: 4499.995605
	Iteration 60F: 3 clusters Score -992559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -992561.125000 Penalty: 4499.995605
	Iteration 61Q: 3 clusters Score -992561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -992562.937500 Penalty: 4499.995605
	Iteration 62Q: 3 clusters Score -992562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -992562.562500 Penalty: 4499.995605
	Iteration 63Q: 3 clusters Score -992562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -992564.750000 Penalty: 4499.995605
	Iteration 64Q: 3 clusters Score -992564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -992564.750000 Penalty: 4499.995605
	Iteration 65F: 3 clusters Score -992564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -323729.500000 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -323729.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -320595.750000 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -320595.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321240.531250 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -321240.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -321408.656250 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -321408.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -321527.406250 Penalty: 3940.116211
	Iteration 3Q: 3 clusters Score -321527.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -321626.593750 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -321626.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -321709.343750 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -321709.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -321762.750000 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -321762.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321800.406250 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -321800.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -321824.843750 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -321824.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321852.437500 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -321852.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -321883.250000 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -321883.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -321920.281250 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -321920.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -321959.875000 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -321959.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322003.156250 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -322003.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -322062.406250 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -322062.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -322130.468750 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -322130.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -322242.937500 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -322242.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322415.468750 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -322415.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -322628.781250 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -322628.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322771.062500 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -322771.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -322874.531250 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -322874.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -322924.125000 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -322924.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -322949.187500 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -322949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -322963.468750 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -322963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322971.781250 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -322971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322977.562500 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -322977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -322981.625000 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -322981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -322984.687500 Penalty: 3940.116211
	Iteration 27Q: 3 clusters Score -322984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -322987.562500 Penalty: 3940.116211
	Iteration 28Q: 3 clusters Score -322987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -322991.562500 Penalty: 3940.116211
	Iteration 29Q: 3 clusters Score -322991.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -322999.156250 Penalty: 3940.116211
	Iteration 30Q: 3 clusters Score -322999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -323007.656250 Penalty: 3940.116211
	Iteration 31Q: 3 clusters Score -323007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -323013.687500 Penalty: 3940.116211
	Iteration 32Q: 3 clusters Score -323013.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -323019.656250 Penalty: 3940.116211
	Iteration 33Q: 3 clusters Score -323019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -323021.968750 Penalty: 3940.116211
	Iteration 34Q: 3 clusters Score -323022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -323022.562500 Penalty: 3940.116211
	Iteration 35Q: 3 clusters Score -323022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -323023.843750 Penalty: 3940.116211
	Iteration 36Q: 3 clusters Score -323023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -323023.843750 Penalty: 3940.116211
	Iteration 37F: 3 clusters Score -323023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Entering Unmasked Estep 
Score: -3676419.250000 Penalty: 2556.247803
	Iteration 0F: 2 clusters Score -3676419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3656039.750000 Penalty: 5112.495605
	Iteration 0F: 3 clusters Score -3656040 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3663432.000000 Penalty: 5112.495605
	Iteration 1F: 3 clusters Score -3663432 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3663913.000000 Penalty: 5112.495605
	Iteration 2Q: 3 clusters Score -3663913 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3664334.500000 Penalty: 5112.495605
	Iteration 3Q: 3 clusters Score -3664334 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3664731.750000 Penalty: 5112.495605
	Iteration 4Q: 3 clusters Score -3664732 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3665163.000000 Penalty: 5112.495605
	Iteration 5Q: 3 clusters Score -3665163 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3665588.250000 Penalty: 5112.495605
	Iteration 6Q: 3 clusters Score -3665588 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3666093.000000 Penalty: 5112.495605
	Iteration 7Q: 3 clusters Score -3666093 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3666632.750000 Penalty: 5112.495605
	Iteration 8Q: 3 clusters Score -3666633 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3667313.500000 Penalty: 5112.495605
	Iteration 9Q: 3 clusters Score -3667314 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3668186.500000 Penalty: 5112.495605
	Iteration 10Q: 3 clusters Score -3668186 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3669140.000000 Penalty: 5112.495605
	Iteration 11Q: 3 clusters Score -3669140 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3669994.250000 Penalty: 5112.495605
	Iteration 12Q: 3 clusters Score -3669994 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3670731.000000 Penalty: 5112.495605
	Iteration 13Q: 3 clusters Score -3670731 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3671315.750000 Penalty: 5112.495605
	Iteration 14Q: 3 clusters Score -3671316 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3671729.500000 Penalty: 5112.495605
	Iteration 15Q: 3 clusters Score -3671730 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3672083.250000 Penalty: 5112.495605
	Iteration 16Q: 3 clusters Score -3672083 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3672345.000000 Penalty: 5112.495605
	Iteration 17Q: 3 clusters Score -3672345 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3672593.500000 Penalty: 5112.495605
	Iteration 18Q: 3 clusters Score -3672594 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3672827.000000 Penalty: 5112.495605
	Iteration 19Q: 3 clusters Score -3672827 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3673005.500000 Penalty: 5112.495605
	Iteration 20F: 3 clusters Score -3673006 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3673145.750000 Penalty: 5112.495605
	Iteration 21Q: 3 clusters Score -3673146 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3673285.000000 Penalty: 5112.495605
	Iteration 22Q: 3 clusters Score -3673285 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3673389.750000 Penalty: 5112.495605
	Iteration 23Q: 3 clusters Score -3673390 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3673501.000000 Penalty: 5112.495605
	Iteration 24Q: 3 clusters Score -3673501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3673573.250000 Penalty: 5112.495605
	Iteration 25Q: 3 clusters Score -3673573 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3673635.000000 Penalty: 5112.495605
	Iteration 26Q: 3 clusters Score -3673635 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3673684.750000 Penalty: 5112.495605
	Iteration 27Q: 3 clusters Score -3673685 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3673717.250000 Penalty: 5112.495605
	Iteration 28Q: 3 clusters Score -3673717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3673755.250000 Penalty: 5112.495605
	Iteration 29Q: 3 clusters Score -3673755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3673789.500000 Penalty: 5112.495605
	Iteration 30Q: 3 clusters Score -3673790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3673825.750000 Penalty: 5112.495605
	Iteration 31Q: 3 clusters Score -3673826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3673849.250000 Penalty: 5112.495605
	Iteration 32Q: 3 clusters Score -3673849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3673888.750000 Penalty: 5112.495605
	Iteration 33Q: 3 clusters Score -3673889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3673923.750000 Penalty: 5112.495605
	Iteration 34Q: 3 clusters Score -3673924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3673949.000000 Penalty: 5112.495605
	Iteration 35Q: 3 clusters Score -3673949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3673982.500000 Penalty: 5112.495605
	Iteration 36Q: 3 clusters Score -3673982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -3674003.000000 Penalty: 5112.495605
	Iteration 37Q: 3 clusters Score -3674003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3674036.000000 Penalty: 5112.495605
	Iteration 38Q: 3 clusters Score -3674036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3674060.250000 Penalty: 5112.495605
	Iteration 39Q: 3 clusters Score -3674060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3674080.250000 Penalty: 5112.495605
	Iteration 40F: 3 clusters Score -3674080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3674110.250000 Penalty: 5112.495605
	Iteration 41Q: 3 clusters Score -3674110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3674121.750000 Penalty: 5112.495605
	Iteration 42Q: 3 clusters Score -3674122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3674131.000000 Penalty: 5112.495605
	Iteration 43Q: 3 clusters Score -3674131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3674153.500000 Penalty: 5112.495605
	Iteration 44Q: 3 clusters Score -3674154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3674168.750000 Penalty: 5112.495605
	Iteration 45Q: 3 clusters Score -3674169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3674171.250000 Penalty: 5112.495605
	Iteration 46Q: 3 clusters Score -3674171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3674175.750000 Penalty: 5112.495605
	Iteration 47Q: 3 clusters Score -3674176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3674191.500000 Penalty: 5112.495605
	Iteration 48Q: 3 clusters Score -3674192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3674207.000000 Penalty: 5112.495605
	Iteration 49Q: 3 clusters Score -3674207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3674213.750000 Penalty: 5112.495605
	Iteration 50Q: 3 clusters Score -3674214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3674217.250000 Penalty: 5112.495605
	Iteration 51Q: 3 clusters Score -3674217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3674219.250000 Penalty: 5112.495605
	Iteration 52Q: 3 clusters Score -3674219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3674213.250000 Penalty: 5112.495605
	Iteration 53Q: 3 clusters Score -3674213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3674220.500000 Penalty: 5112.495605
	Iteration 54Q: 3 clusters Score -3674220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3674220.000000 Penalty: 5112.495605
	Iteration 55Q: 3 clusters Score -3674220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3674221.000000 Penalty: 5112.495605
	Iteration 56Q: 3 clusters Score -3674221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3674221.250000 Penalty: 5112.495605
	Iteration 57Q: 3 clusters Score -3674221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3674219.750000 Penalty: 5112.495605
	Iteration 58Q: 3 clusters Score -3674220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3674219.750000 Penalty: 5112.495605
	Iteration 59F: 3 clusters Score -3674220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Entering Unmasked Estep 
Score: -20696170.000000 Penalty: 2983.204102
	Iteration 0F: 2 clusters Score -2.069617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -20585282.000000 Penalty: 5966.408203
	Iteration 0F: 3 clusters Score -2.058528e+07 nChanged 80376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -20632154.000000 Penalty: 5966.408203
	Iteration 1F: 3 clusters Score -2.063215e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -20633672.000000 Penalty: 5966.408203
	Iteration 2Q: 3 clusters Score -2.063367e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -20635926.000000 Penalty: 5966.408203
	Iteration 3Q: 3 clusters Score -2.063593e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -20639584.000000 Penalty: 5966.408203
	Iteration 4Q: 3 clusters Score -2.063958e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -20645064.000000 Penalty: 5966.408203
	Iteration 5F: 3 clusters Score -2.064506e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -20651690.000000 Penalty: 5966.408203
	Iteration 6F: 3 clusters Score -2.065169e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -20658484.000000 Penalty: 5966.408203
	Iteration 7F: 3 clusters Score -2.065848e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -20665108.000000 Penalty: 5966.408203
	Iteration 8F: 3 clusters Score -2.066511e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -20671114.000000 Penalty: 5966.408203
	Iteration 9F: 3 clusters Score -2.067111e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -20676724.000000 Penalty: 5966.408203
	Iteration 10F: 3 clusters Score -2.067672e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -20681314.000000 Penalty: 5966.408203
	Iteration 11Q: 3 clusters Score -2.068131e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -20684958.000000 Penalty: 5966.408203
	Iteration 12Q: 3 clusters Score -2.068496e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -20687150.000000 Penalty: 5966.408203
	Iteration 13Q: 3 clusters Score -2.068715e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -20688208.000000 Penalty: 5966.408203
	Iteration 14Q: 3 clusters Score -2.068821e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83311 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -20688682.000000 Penalty: 5966.408203
	Iteration 15Q: 3 clusters Score -2.068868e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -20688996.000000 Penalty: 5966.408203
	Iteration 16Q: 3 clusters Score -2.0689e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -20689170.000000 Penalty: 5966.408203
	Iteration 17Q: 3 clusters Score -2.068917e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -20689240.000000 Penalty: 5966.408203
	Iteration 18Q: 3 clusters Score -2.068924e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -20689246.000000 Penalty: 5966.408203
	Iteration 19Q: 3 clusters Score -2.068925e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -20689354.000000 Penalty: 5966.408203
	Iteration 20F: 3 clusters Score -2.068935e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -20689470.000000 Penalty: 5966.408203
	Iteration 21Q: 3 clusters Score -2.068947e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -20689500.000000 Penalty: 5966.408203
	Iteration 22Q: 3 clusters Score -2.06895e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -20689482.000000 Penalty: 5966.408203
	Iteration 23Q: 3 clusters Score -2.068948e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -20689522.000000 Penalty: 5966.408203
	Iteration 24Q: 3 clusters Score -2.068952e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -20689568.000000 Penalty: 5966.408203
	Iteration 25Q: 3 clusters Score -2.068957e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -20689588.000000 Penalty: 5966.408203
	Iteration 26Q: 3 clusters Score -2.068959e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -20689672.000000 Penalty: 5966.408203
	Iteration 27Q: 3 clusters Score -2.068967e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -20689702.000000 Penalty: 5966.408203
	Iteration 28Q: 3 clusters Score -2.06897e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -20689712.000000 Penalty: 5966.408203
	Iteration 29Q: 3 clusters Score -2.068971e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -20689716.000000 Penalty: 5966.408203
	Iteration 30Q: 3 clusters Score -2.068972e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -20689724.000000 Penalty: 5966.408203
	Iteration 31Q: 3 clusters Score -2.068972e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -20689742.000000 Penalty: 5966.408203
	Iteration 32Q: 3 clusters Score -2.068974e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -20689748.000000 Penalty: 5966.408203
	Iteration 33Q: 3 clusters Score -2.068975e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -20689782.000000 Penalty: 5966.408203
	Iteration 34Q: 3 clusters Score -2.068978e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -20689858.000000 Penalty: 5966.408203
	Iteration 35Q: 3 clusters Score -2.068986e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -20689944.000000 Penalty: 5966.408203
	Iteration 36Q: 3 clusters Score -2.068994e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -20689938.000000 Penalty: 5966.408203
	Iteration 37Q: 3 clusters Score -2.068994e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -20689984.000000 Penalty: 5966.408203
	Iteration 38Q: 3 clusters Score -2.068998e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -20690018.000000 Penalty: 5966.408203
	Iteration 39Q: 3 clusters Score -2.069002e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -20690032.000000 Penalty: 5966.408203
	Iteration 40F: 3 clusters Score -2.069003e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -20690042.000000 Penalty: 5966.408203
	Iteration 41Q: 3 clusters Score -2.069004e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -20690076.000000 Penalty: 5966.408203
	Iteration 42Q: 3 clusters Score -2.069008e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -20690124.000000 Penalty: 5966.408203
	Iteration 43Q: 3 clusters Score -2.069012e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -20690112.000000 Penalty: 5966.408203
	Iteration 44Q: 3 clusters Score -2.069011e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -20690136.000000 Penalty: 5966.408203
	Iteration 45Q: 3 clusters Score -2.069014e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -20690158.000000 Penalty: 5966.408203
	Iteration 46Q: 3 clusters Score -2.069016e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -20690140.000000 Penalty: 5966.408203
	Iteration 47Q: 3 clusters Score -2.069014e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -20690172.000000 Penalty: 5966.408203
	Iteration 48Q: 3 clusters Score -2.069017e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -20690192.000000 Penalty: 5966.408203
	Iteration 49Q: 3 clusters Score -2.069019e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 104991 members 
Entering Unmasked Estep 
Score: -20690144.000000 Penalty: 5966.408203
	Iteration 50Q: 3 clusters Score -2.069014e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -20690106.000000 Penalty: 5966.408203
	Iteration 51Q: 3 clusters Score -2.069011e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 106414 members 
Entering Unmasked Estep 
Score: -20690130.000000 Penalty: 5966.408203
	Iteration 52Q: 3 clusters Score -2.069013e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 107141 members 
Entering Unmasked Estep 
Score: -20690194.000000 Penalty: 5966.408203
	Iteration 53Q: 3 clusters Score -2.069019e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -20690258.000000 Penalty: 5966.408203
	Iteration 54Q: 3 clusters Score -2.069026e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -20690336.000000 Penalty: 5966.408203
	Iteration 55Q: 3 clusters Score -2.069034e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -20690334.000000 Penalty: 5966.408203
	Iteration 56Q: 3 clusters Score -2.069033e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -20690342.000000 Penalty: 5966.408203
	Iteration 57Q: 3 clusters Score -2.069034e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -20690332.000000 Penalty: 5966.408203
	Iteration 58Q: 3 clusters Score -2.069033e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -20690390.000000 Penalty: 5966.408203
	Iteration 59Q: 3 clusters Score -2.069039e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -20690548.000000 Penalty: 5966.408203
	Iteration 60F: 3 clusters Score -2.069055e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -20690584.000000 Penalty: 5966.408203
	Iteration 61Q: 3 clusters Score -2.069058e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -20690654.000000 Penalty: 5966.408203
	Iteration 62Q: 3 clusters Score -2.069065e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -20690648.000000 Penalty: 5966.408203
	Iteration 63Q: 3 clusters Score -2.069065e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -20690716.000000 Penalty: 5966.408203
	Iteration 64Q: 3 clusters Score -2.069072e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -20690684.000000 Penalty: 5966.408203
	Iteration 65Q: 3 clusters Score -2.069068e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -20690696.000000 Penalty: 5966.408203
	Iteration 66Q: 3 clusters Score -2.06907e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -20690682.000000 Penalty: 5966.408203
	Iteration 67Q: 3 clusters Score -2.069068e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 118414 members 
Entering Unmasked Estep 
Score: -20690730.000000 Penalty: 5966.408203
	Iteration 68Q: 3 clusters Score -2.069073e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 119228 members 
Entering Unmasked Estep 
Score: -20690754.000000 Penalty: 5966.408203
	Iteration 69Q: 3 clusters Score -2.069075e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 120001 members 
Entering Unmasked Estep 
Score: -20690864.000000 Penalty: 5966.408203
	Iteration 70Q: 3 clusters Score -2.069086e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -20690984.000000 Penalty: 5966.408203
	Iteration 71Q: 3 clusters Score -2.069098e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 121567 members 
Entering Unmasked Estep 
Score: -20691034.000000 Penalty: 5966.408203
	Iteration 72Q: 3 clusters Score -2.069103e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -20691072.000000 Penalty: 5966.408203
	Iteration 73Q: 3 clusters Score -2.069107e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 123095 members 
Entering Unmasked Estep 
Score: -20691142.000000 Penalty: 5966.408203
	Iteration 74Q: 3 clusters Score -2.069114e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -20691222.000000 Penalty: 5966.408203
	Iteration 75Q: 3 clusters Score -2.069122e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -20691294.000000 Penalty: 5966.408203
	Iteration 76Q: 3 clusters Score -2.069129e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 125441 members 
Entering Unmasked Estep 
Score: -20691346.000000 Penalty: 5966.408203
	Iteration 77Q: 3 clusters Score -2.069135e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 126212 members 
Entering Unmasked Estep 
Score: -20691490.000000 Penalty: 5966.408203
	Iteration 78Q: 3 clusters Score -2.069149e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -20691534.000000 Penalty: 5966.408203
	Iteration 79Q: 3 clusters Score -2.069153e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 127613 members 
Entering Unmasked Estep 
Score: -20691626.000000 Penalty: 5966.408203
	Iteration 80F: 3 clusters Score -2.069163e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -20691684.000000 Penalty: 5966.408203
	Iteration 81Q: 3 clusters Score -2.069168e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 129006 members 
Entering Unmasked Estep 
Score: -20691764.000000 Penalty: 5966.408203
	Iteration 82Q: 3 clusters Score -2.069176e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 129708 members 
Entering Unmasked Estep 
Score: -20691808.000000 Penalty: 5966.408203
	Iteration 83Q: 3 clusters Score -2.069181e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 130435 members 
Entering Unmasked Estep 
Score: -20691848.000000 Penalty: 5966.408203
	Iteration 84Q: 3 clusters Score -2.069185e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 131170 members 
Entering Unmasked Estep 
Score: -20691958.000000 Penalty: 5966.408203
	Iteration 85Q: 3 clusters Score -2.069196e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 131906 members 
Entering Unmasked Estep 
Score: -20692020.000000 Penalty: 5966.408203
	Iteration 86Q: 3 clusters Score -2.069202e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 132625 members 
Entering Unmasked Estep 
Score: -20692126.000000 Penalty: 5966.408203
	Iteration 87Q: 3 clusters Score -2.069213e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 133307 members 
Entering Unmasked Estep 
Score: -20692102.000000 Penalty: 5966.408203
	Iteration 88Q: 3 clusters Score -2.06921e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -20692118.000000 Penalty: 5966.408203
	Iteration 89Q: 3 clusters Score -2.069212e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 134641 members 
Entering Unmasked Estep 
Score: -20692140.000000 Penalty: 5966.408203
	Iteration 90Q: 3 clusters Score -2.069214e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 135351 members 
Entering Unmasked Estep 
Score: -20692200.000000 Penalty: 5966.408203
	Iteration 91Q: 3 clusters Score -2.06922e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -20692284.000000 Penalty: 5966.408203
	Iteration 92Q: 3 clusters Score -2.069228e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -20692258.000000 Penalty: 5966.408203
	Iteration 93Q: 3 clusters Score -2.069226e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 137596 members 
Entering Unmasked Estep 
Score: -20692324.000000 Penalty: 5966.408203
	Iteration 94Q: 3 clusters Score -2.069232e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 138381 members 
Entering Unmasked Estep 
Score: -20692334.000000 Penalty: 5966.408203
	Iteration 95Q: 3 clusters Score -2.069233e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -20692478.000000 Penalty: 5966.408203
	Iteration 96Q: 3 clusters Score -2.069248e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 139993 members 
Entering Unmasked Estep 
Score: -20692530.000000 Penalty: 5966.408203
	Iteration 97Q: 3 clusters Score -2.069253e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -20692568.000000 Penalty: 5966.408203
	Iteration 98Q: 3 clusters Score -2.069257e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -20692610.000000 Penalty: 5966.408203
	Iteration 99Q: 3 clusters Score -2.069261e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 142402 members 
Entering Unmasked Estep 
Score: -20692728.000000 Penalty: 5966.408203
	Iteration 100F: 3 clusters Score -2.069273e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -20692784.000000 Penalty: 5966.408203
	Iteration 101Q: 3 clusters Score -2.069278e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -20692830.000000 Penalty: 5966.408203
	Iteration 102Q: 3 clusters Score -2.069283e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 144576 members 
Entering Unmasked Estep 
Score: -20692920.000000 Penalty: 5966.408203
	Iteration 103Q: 3 clusters Score -2.069292e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -20692934.000000 Penalty: 5966.408203
	Iteration 104Q: 3 clusters Score -2.069293e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 146016 members 
Entering Unmasked Estep 
Score: -20693034.000000 Penalty: 5966.408203
	Iteration 105Q: 3 clusters Score -2.069303e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -20693076.000000 Penalty: 5966.408203
	Iteration 106Q: 3 clusters Score -2.069308e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -20693160.000000 Penalty: 5966.408203
	Iteration 107Q: 3 clusters Score -2.069316e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -20693206.000000 Penalty: 5966.408203
	Iteration 108Q: 3 clusters Score -2.069321e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -20693284.000000 Penalty: 5966.408203
	Iteration 109Q: 3 clusters Score -2.069328e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -20693306.000000 Penalty: 5966.408203
	Iteration 110Q: 3 clusters Score -2.069331e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 150138 members 
Entering Unmasked Estep 
Score: -20693380.000000 Penalty: 5966.408203
	Iteration 111Q: 3 clusters Score -2.069338e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -20693502.000000 Penalty: 5966.408203
	Iteration 112Q: 3 clusters Score -2.06935e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 151558 members 
Entering Unmasked Estep 
Score: -20693486.000000 Penalty: 5966.408203
	Iteration 113Q: 3 clusters Score -2.069349e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 152250 members 
Entering Unmasked Estep 
Score: -20693638.000000 Penalty: 5966.408203
	Iteration 114Q: 3 clusters Score -2.069364e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -20693756.000000 Penalty: 5966.408203
	Iteration 115Q: 3 clusters Score -2.069376e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 153586 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.069379e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 154212 members 
Entering Unmasked Estep 
Score: -20693900.000000 Penalty: 5966.408203
	Iteration 117Q: 3 clusters Score -2.06939e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -20693936.000000 Penalty: 5966.408203
	Iteration 118Q: 3 clusters Score -2.069394e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -20693958.000000 Penalty: 5966.408203
	Iteration 119Q: 3 clusters Score -2.069396e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 155938 members 
Entering Unmasked Estep 
Score: -20693974.000000 Penalty: 5966.408203
	Iteration 120F: 3 clusters Score -2.069397e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -20694032.000000 Penalty: 5966.408203
	Iteration 121Q: 3 clusters Score -2.069403e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -20694094.000000 Penalty: 5966.408203
	Iteration 122Q: 3 clusters Score -2.069409e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -20694118.000000 Penalty: 5966.408203
	Iteration 123Q: 3 clusters Score -2.069412e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -20694194.000000 Penalty: 5966.408203
	Iteration 124Q: 3 clusters Score -2.069419e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -20694194.000000 Penalty: 5966.408203
	Iteration 125Q: 3 clusters Score -2.069419e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -20694252.000000 Penalty: 5966.408203
	Iteration 126Q: 3 clusters Score -2.069425e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 158923 members 
Entering Unmasked Estep 
Score: -20694288.000000 Penalty: 5966.408203
	Iteration 127Q: 3 clusters Score -2.069429e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -20694294.000000 Penalty: 5966.408203
	Iteration 128Q: 3 clusters Score -2.069429e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -20694336.000000 Penalty: 5966.408203
	Iteration 129Q: 3 clusters Score -2.069434e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 159937 members 
Entering Unmasked Estep 
Score: -20694398.000000 Penalty: 5966.408203
	Iteration 130Q: 3 clusters Score -2.06944e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -20694436.000000 Penalty: 5966.408203
	Iteration 131Q: 3 clusters Score -2.069444e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 160470 members 
Entering Unmasked Estep 
Score: -20694462.000000 Penalty: 5966.408203
	Iteration 132Q: 3 clusters Score -2.069446e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -20694494.000000 Penalty: 5966.408203
	Iteration 133Q: 3 clusters Score -2.069449e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 160959 members 
Entering Unmasked Estep 
Score: -20694480.000000 Penalty: 5966.408203
	Iteration 134Q: 3 clusters Score -2.069448e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -20694498.000000 Penalty: 5966.408203
	Iteration 135Q: 3 clusters Score -2.06945e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -20694536.000000 Penalty: 5966.408203
	Iteration 136Q: 3 clusters Score -2.069454e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 161625 members 
Entering Unmasked Estep 
Score: -20694516.000000 Penalty: 5966.408203
	Iteration 137Q: 3 clusters Score -2.069452e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 161817 members 
Entering Unmasked Estep 
Score: -20694574.000000 Penalty: 5966.408203
	Iteration 138Q: 3 clusters Score -2.069457e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -20694570.000000 Penalty: 5966.408203
	Iteration 139Q: 3 clusters Score -2.069457e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -20694598.000000 Penalty: 5966.408203
	Iteration 140F: 3 clusters Score -2.06946e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -20694672.000000 Penalty: 5966.408203
	Iteration 141Q: 3 clusters Score -2.069467e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 162508 members 
Entering Unmasked Estep 
Score: -20694630.000000 Penalty: 5966.408203
	Iteration 142Q: 3 clusters Score -2.069463e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -20694610.000000 Penalty: 5966.408203
	Iteration 143Q: 3 clusters Score -2.069461e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 162822 members 
Entering Unmasked Estep 
Score: -20694628.000000 Penalty: 5966.408203
	Iteration 144Q: 3 clusters Score -2.069463e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -20694638.000000 Penalty: 5966.408203
	Iteration 145Q: 3 clusters Score -2.069464e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -20694672.000000 Penalty: 5966.408203
	Iteration 146Q: 3 clusters Score -2.069467e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 163186 members 
Entering Unmasked Estep 
Score: -20694680.000000 Penalty: 5966.408203
	Iteration 147Q: 3 clusters Score -2.069468e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -20694658.000000 Penalty: 5966.408203
	Iteration 148Q: 3 clusters Score -2.069466e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 163404 members 
Entering Unmasked Estep 
Score: -20694730.000000 Penalty: 5966.408203
	Iteration 149Q: 3 clusters Score -2.069473e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -20694752.000000 Penalty: 5966.408203
	Iteration 150Q: 3 clusters Score -2.069475e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 163564 members 
Entering Unmasked Estep 
Score: -20694720.000000 Penalty: 5966.408203
	Iteration 151Q: 3 clusters Score -2.069472e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -20694736.000000 Penalty: 5966.408203
	Iteration 152Q: 3 clusters Score -2.069474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -20694726.000000 Penalty: 5966.408203
	Iteration 153Q: 3 clusters Score -2.069473e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 163711 members 
Entering Unmasked Estep 
Score: -20694712.000000 Penalty: 5966.408203
	Iteration 154Q: 3 clusters Score -2.069471e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.069472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 163794 members 
Entering Unmasked Estep 
Score: -20694724.000000 Penalty: 5966.408203
	Iteration 156Q: 3 clusters Score -2.069472e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -20694724.000000 Penalty: 5966.408203
	Iteration 157Q: 3 clusters Score -2.069472e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 163891 members 
Entering Unmasked Estep 
Score: -20694720.000000 Penalty: 5966.408203
	Iteration 158Q: 3 clusters Score -2.069472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -20694706.000000 Penalty: 5966.408203
	Iteration 159Q: 3 clusters Score -2.069471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -20694728.000000 Penalty: 5966.408203
	Iteration 160F: 3 clusters Score -2.069473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -20694740.000000 Penalty: 5966.408203
	Iteration 161Q: 3 clusters Score -2.069474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -20694758.000000 Penalty: 5966.408203
	Iteration 162Q: 3 clusters Score -2.069476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 163994 members 
Entering Unmasked Estep 
Score: -20694760.000000 Penalty: 5966.408203
	Iteration 163Q: 3 clusters Score -2.069476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 164010 members 
Entering Unmasked Estep 
Score: -20694744.000000 Penalty: 5966.408203
	Iteration 164Q: 3 clusters Score -2.069474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.069476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.069474e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 164065 members 
Entering Unmasked Estep 
Score: -20694724.000000 Penalty: 5966.408203
	Iteration 167Q: 3 clusters Score -2.069472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -20694742.000000 Penalty: 5966.408203
	Iteration 168Q: 3 clusters Score -2.069474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -20694752.000000 Penalty: 5966.408203
	Iteration 169Q: 3 clusters Score -2.069475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -20694750.000000 Penalty: 5966.408203
	Iteration 170Q: 3 clusters Score -2.069475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -20694760.000000 Penalty: 5966.408203
	Iteration 171Q: 3 clusters Score -2.069476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -20694768.000000 Penalty: 5966.408203
	Iteration 172Q: 3 clusters Score -2.069477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 164156 members 
Entering Unmasked Estep 
Score: -20694760.000000 Penalty: 5966.408203
	Iteration 173Q: 3 clusters Score -2.069476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -20694764.000000 Penalty: 5966.408203
	Iteration 174Q: 3 clusters Score -2.069476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 164182 members 
Entering Unmasked Estep 
Score: -20694778.000000 Penalty: 5966.408203
	Iteration 175Q: 3 clusters Score -2.069478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 164188 members 
Entering Unmasked Estep 
Score: -20694772.000000 Penalty: 5966.408203
	Iteration 176Q: 3 clusters Score -2.069477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -20694776.000000 Penalty: 5966.408203
	Iteration 177Q: 3 clusters Score -2.069478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -20694776.000000 Penalty: 5966.408203
	Iteration 178Q: 3 clusters Score -2.069478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -20694774.000000 Penalty: 5966.408203
	Iteration 179Q: 3 clusters Score -2.069477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 164202 members 
Entering Unmasked Estep 
Score: -20694792.000000 Penalty: 5966.408203
	Iteration 180F: 3 clusters Score -2.069479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -20694770.000000 Penalty: 5966.408203
	Iteration 181Q: 3 clusters Score -2.069477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -20694772.000000 Penalty: 5966.408203
	Iteration 182Q: 3 clusters Score -2.069477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 164214 members 
Entering Unmasked Estep 
Score: -20694776.000000 Penalty: 5966.408203
	Iteration 183Q: 3 clusters Score -2.069478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -20694788.000000 Penalty: 5966.408203
	Iteration 184Q: 3 clusters Score -2.069479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -20694796.000000 Penalty: 5966.408203
	Iteration 185Q: 3 clusters Score -2.06948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 164221 members 
Entering Unmasked Estep 
Score: -20694796.000000 Penalty: 5966.408203
	Iteration 186Q: 3 clusters Score -2.06948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 164224 members 
Entering Unmasked Estep 
Score: -20694800.000000 Penalty: 5966.408203
	Iteration 187Q: 3 clusters Score -2.06948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -20694798.000000 Penalty: 5966.408203
	Iteration 188Q: 3 clusters Score -2.06948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 164226 members 
Entering Unmasked Estep 
Score: -20694804.000000 Penalty: 5966.408203
	Iteration 189Q: 3 clusters Score -2.06948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 164227 members 
Entering Unmasked Estep 
Score: -20694814.000000 Penalty: 5966.408203
	Iteration 190Q: 3 clusters Score -2.069481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 164227 members 
Entering Unmasked Estep 
Score: -20694814.000000 Penalty: 5966.408203
	Iteration 191Q: 3 clusters Score -2.069481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 164229 members 
Entering Unmasked Estep 
Score: -20694794.000000 Penalty: 5966.408203
	Iteration 192Q: 3 clusters Score -2.069479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 164232 members 
Entering Unmasked Estep 
Score: -20694812.000000 Penalty: 5966.408203
	Iteration 193Q: 3 clusters Score -2.069481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 164232 members 
Entering Unmasked Estep 
Score: -20694812.000000 Penalty: 5966.408203
	Iteration 194F: 3 clusters Score -2.069481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1226116.250000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1226116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1218455.750000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1218456 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1220859.750000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1220860 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1221169.500000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1221170 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1221366.250000 Penalty: 4569.319824
	Iteration 3Q: 3 clusters Score -1221366 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1221528.500000 Penalty: 4569.319824
	Iteration 4Q: 3 clusters Score -1221528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1221661.000000 Penalty: 4569.319824
	Iteration 5Q: 3 clusters Score -1221661 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1221762.875000 Penalty: 4569.319824
	Iteration 6Q: 3 clusters Score -1221763 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1221859.875000 Penalty: 4569.319824
	Iteration 7Q: 3 clusters Score -1221860 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1221941.625000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1221942 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1222026.875000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1222027 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1222142.500000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1222142 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1222285.250000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1222285 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1222462.500000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1222462 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1222675.625000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1222676 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1222927.875000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1222928 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1223223.625000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1223224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1223495.000000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1223495 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1223727.375000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1223727 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1223908.250000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1223908 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1224060.750000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1224061 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1224183.375000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1224183 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1224265.000000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1224265 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1224323.000000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1224323 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1224361.750000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1224362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1224385.375000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1224385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1224402.750000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1224403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1224415.500000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1224416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1224422.750000 Penalty: 4569.319824
	Iteration 27Q: 3 clusters Score -1224423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1224426.250000 Penalty: 4569.319824
	Iteration 28Q: 3 clusters Score -1224426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1224432.000000 Penalty: 4569.319824
	Iteration 29Q: 3 clusters Score -1224432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1224435.625000 Penalty: 4569.319824
	Iteration 30Q: 3 clusters Score -1224436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1224435.375000 Penalty: 4569.319824
	Iteration 31Q: 3 clusters Score -1224435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1224442.125000 Penalty: 4569.319824
	Iteration 32Q: 3 clusters Score -1224442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1224443.875000 Penalty: 4569.319824
	Iteration 33Q: 3 clusters Score -1224444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1224446.000000 Penalty: 4569.319824
	Iteration 34Q: 3 clusters Score -1224446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1224445.875000 Penalty: 4569.319824
	Iteration 35Q: 3 clusters Score -1224446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1224445.875000 Penalty: 4569.319824
	Iteration 36F: 3 clusters Score -1224446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Entering Unmasked Estep 
Score: -4287209.500000 Penalty: 2592.657715
	Iteration 0F: 2 clusters Score -4287210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4263631.500000 Penalty: 5185.315430
	Iteration 0F: 3 clusters Score -4263632 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4272540.000000 Penalty: 5185.315430
	Iteration 1F: 3 clusters Score -4272540 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4273184.500000 Penalty: 5185.315430
	Iteration 2Q: 3 clusters Score -4273184 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4273896.000000 Penalty: 5185.315430
	Iteration 3Q: 3 clusters Score -4273896 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4274776.000000 Penalty: 5185.315430
	Iteration 4Q: 3 clusters Score -4274776 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4275920.500000 Penalty: 5185.315430
	Iteration 5F: 3 clusters Score -4275920 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4277287.000000 Penalty: 5185.315430
	Iteration 6F: 3 clusters Score -4277287 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4278689.500000 Penalty: 5185.315430
	Iteration 7F: 3 clusters Score -4278690 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4279915.000000 Penalty: 5185.315430
	Iteration 8F: 3 clusters Score -4279915 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4280860.500000 Penalty: 5185.315430
	Iteration 9Q: 3 clusters Score -4280860 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4281588.000000 Penalty: 5185.315430
	Iteration 10Q: 3 clusters Score -4281588 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4282200.500000 Penalty: 5185.315430
	Iteration 11Q: 3 clusters Score -4282200 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4282642.500000 Penalty: 5185.315430
	Iteration 12Q: 3 clusters Score -4282642 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -4283010.500000 Penalty: 5185.315430
	Iteration 13Q: 3 clusters Score -4283010 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4283319.000000 Penalty: 5185.315430
	Iteration 14Q: 3 clusters Score -4283319 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4283597.500000 Penalty: 5185.315430
	Iteration 15Q: 3 clusters Score -4283598 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -4283837.500000 Penalty: 5185.315430
	Iteration 16Q: 3 clusters Score -4283838 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4284066.000000 Penalty: 5185.315430
	Iteration 17Q: 3 clusters Score -4284066 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4284240.000000 Penalty: 5185.315430
	Iteration 18Q: 3 clusters Score -4284240 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4284377.000000 Penalty: 5185.315430
	Iteration 19Q: 3 clusters Score -4284377 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4284497.000000 Penalty: 5185.315430
	Iteration 20F: 3 clusters Score -4284497 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4284607.000000 Penalty: 5185.315430
	Iteration 21Q: 3 clusters Score -4284607 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4284678.500000 Penalty: 5185.315430
	Iteration 22Q: 3 clusters Score -4284678 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4284739.000000 Penalty: 5185.315430
	Iteration 23Q: 3 clusters Score -4284739 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4284803.000000 Penalty: 5185.315430
	Iteration 24Q: 3 clusters Score -4284803 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4284854.000000 Penalty: 5185.315430
	Iteration 25Q: 3 clusters Score -4284854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4284903.000000 Penalty: 5185.315430
	Iteration 26Q: 3 clusters Score -4284903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4284936.500000 Penalty: 5185.315430
	Iteration 27Q: 3 clusters Score -4284936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4284952.500000 Penalty: 5185.315430
	Iteration 28Q: 3 clusters Score -4284952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4284982.000000 Penalty: 5185.315430
	Iteration 29Q: 3 clusters Score -4284982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4285010.000000 Penalty: 5185.315430
	Iteration 30Q: 3 clusters Score -4285010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4285025.000000 Penalty: 5185.315430
	Iteration 31Q: 3 clusters Score -4285025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4285036.500000 Penalty: 5185.315430
	Iteration 32Q: 3 clusters Score -4285036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4285051.000000 Penalty: 5185.315430
	Iteration 33Q: 3 clusters Score -4285051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4285053.000000 Penalty: 5185.315430
	Iteration 34Q: 3 clusters Score -4285053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4285060.000000 Penalty: 5185.315430
	Iteration 35Q: 3 clusters Score -4285060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4285069.000000 Penalty: 5185.315430
	Iteration 36Q: 3 clusters Score -4285069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4285075.000000 Penalty: 5185.315430
	Iteration 37Q: 3 clusters Score -4285075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4285077.500000 Penalty: 5185.315430
	Iteration 38Q: 3 clusters Score -4285078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4285078.000000 Penalty: 5185.315430
	Iteration 39Q: 3 clusters Score -4285078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4285081.000000 Penalty: 5185.315430
	Iteration 40F: 3 clusters Score -4285081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4285090.500000 Penalty: 5185.315430
	Iteration 41Q: 3 clusters Score -4285090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4285093.500000 Penalty: 5185.315430
	Iteration 42Q: 3 clusters Score -4285094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4285102.000000 Penalty: 5185.315430
	Iteration 43Q: 3 clusters Score -4285102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4285104.500000 Penalty: 5185.315430
	Iteration 44Q: 3 clusters Score -4285104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4285100.500000 Penalty: 5185.315430
	Iteration 45Q: 3 clusters Score -4285100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4285109.000000 Penalty: 5185.315430
	Iteration 46Q: 3 clusters Score -4285109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4285106.500000 Penalty: 5185.315430
	Iteration 47Q: 3 clusters Score -4285106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4285112.000000 Penalty: 5185.315430
	Iteration 48Q: 3 clusters Score -4285112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4285126.000000 Penalty: 5185.315430
	Iteration 49Q: 3 clusters Score -4285126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4285135.500000 Penalty: 5185.315430
	Iteration 50Q: 3 clusters Score -4285136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4285140.000000 Penalty: 5185.315430
	Iteration 51Q: 3 clusters Score -4285140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4285155.000000 Penalty: 5185.315430
	Iteration 52Q: 3 clusters Score -4285155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4285151.000000 Penalty: 5185.315430
	Iteration 53Q: 3 clusters Score -4285151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4285151.500000 Penalty: 5185.315430
	Iteration 54Q: 3 clusters Score -4285152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4285152.000000 Penalty: 5185.315430
	Iteration 55Q: 3 clusters Score -4285152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4285156.500000 Penalty: 5185.315430
	Iteration 56Q: 3 clusters Score -4285156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4285156.500000 Penalty: 5185.315430
	Iteration 57Q: 3 clusters Score -4285156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4285163.500000 Penalty: 5185.315430
	Iteration 58Q: 3 clusters Score -4285164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4285171.500000 Penalty: 5185.315430
	Iteration 59Q: 3 clusters Score -4285172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4285178.000000 Penalty: 5185.315430
	Iteration 60F: 3 clusters Score -4285178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4285184.000000 Penalty: 5185.315430
	Iteration 61Q: 3 clusters Score -4285184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4285182.000000 Penalty: 5185.315430
	Iteration 62Q: 3 clusters Score -4285182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4285182.000000 Penalty: 5185.315430
	Iteration 63Q: 3 clusters Score -4285182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4285184.000000 Penalty: 5185.315430
	Iteration 64Q: 3 clusters Score -4285184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4285184.000000 Penalty: 5185.315430
	Iteration 65Q: 3 clusters Score -4285184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4285181.500000 Penalty: 5185.315430
	Iteration 66Q: 3 clusters Score -4285182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -4285186.000000 Penalty: 5185.315430
	Iteration 67Q: 3 clusters Score -4285186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4285188.000000 Penalty: 5185.315430
	Iteration 68Q: 3 clusters Score -4285188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4285186.500000 Penalty: 5185.315430
	Iteration 69Q: 3 clusters Score -4285186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4285192.500000 Penalty: 5185.315430
	Iteration 70Q: 3 clusters Score -4285192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4285193.500000 Penalty: 5185.315430
	Iteration 71Q: 3 clusters Score -4285194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4285191.500000 Penalty: 5185.315430
	Iteration 72Q: 3 clusters Score -4285192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4285194.500000 Penalty: 5185.315430
	Iteration 73Q: 3 clusters Score -4285194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4285195.000000 Penalty: 5185.315430
	Iteration 74Q: 3 clusters Score -4285195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -4285200.500000 Penalty: 5185.315430
	Iteration 75Q: 3 clusters Score -4285200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4285210.000000 Penalty: 5185.315430
	Iteration 76Q: 3 clusters Score -4285210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4285216.500000 Penalty: 5185.315430
	Iteration 77Q: 3 clusters Score -4285216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4285219.500000 Penalty: 5185.315430
	Iteration 78Q: 3 clusters Score -4285220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4285225.500000 Penalty: 5185.315430
	Iteration 79Q: 3 clusters Score -4285226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4285225.500000 Penalty: 5185.315430
	Iteration 80F: 3 clusters Score -4285226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4285226.000000 Penalty: 5185.315430
	Iteration 81Q: 3 clusters Score -4285226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4285226.000000 Penalty: 5185.315430
	Iteration 82Q: 3 clusters Score -4285226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4285225.500000 Penalty: 5185.315430
	Iteration 83Q: 3 clusters Score -4285226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4285230.500000 Penalty: 5185.315430
	Iteration 84Q: 3 clusters Score -4285230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4285231.000000 Penalty: 5185.315430
	Iteration 85Q: 3 clusters Score -4285231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4285231.000000 Penalty: 5185.315430
	Iteration 86F: 3 clusters Score -4285231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Entering Unmasked Estep 
Score: -1591852.500000 Penalty: 2351.225830
	Iteration 0F: 2 clusters Score -1591852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1582258.375000 Penalty: 4702.451660
	Iteration 0F: 3 clusters Score -1582258 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1585474.375000 Penalty: 4702.451660
	Iteration 1F: 3 clusters Score -1585474 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1585985.500000 Penalty: 4702.451660
	Iteration 2F: 3 clusters Score -1585986 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1586496.625000 Penalty: 4702.451660
	Iteration 3F: 3 clusters Score -1586497 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1587017.250000 Penalty: 4702.451660
	Iteration 4F: 3 clusters Score -1587017 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1587555.500000 Penalty: 4702.451660
	Iteration 5F: 3 clusters Score -1587556 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1587960.375000 Penalty: 4702.451660
	Iteration 6F: 3 clusters Score -1587960 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1588287.750000 Penalty: 4702.451660
	Iteration 7Q: 3 clusters Score -1588288 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1588533.500000 Penalty: 4702.451660
	Iteration 8Q: 3 clusters Score -1588534 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1588735.500000 Penalty: 4702.451660
	Iteration 9Q: 3 clusters Score -1588736 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1588870.750000 Penalty: 4702.451660
	Iteration 10Q: 3 clusters Score -1588871 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1588968.125000 Penalty: 4702.451660
	Iteration 11Q: 3 clusters Score -1588968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1589057.500000 Penalty: 4702.451660
	Iteration 12Q: 3 clusters Score -1589058 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1589128.250000 Penalty: 4702.451660
	Iteration 13Q: 3 clusters Score -1589128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1589175.375000 Penalty: 4702.451660
	Iteration 14Q: 3 clusters Score -1589175 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1589213.500000 Penalty: 4702.451660
	Iteration 15Q: 3 clusters Score -1589214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1589253.125000 Penalty: 4702.451660
	Iteration 16Q: 3 clusters Score -1589253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1589283.000000 Penalty: 4702.451660
	Iteration 17Q: 3 clusters Score -1589283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1589305.250000 Penalty: 4702.451660
	Iteration 18Q: 3 clusters Score -1589305 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1589339.750000 Penalty: 4702.451660
	Iteration 19Q: 3 clusters Score -1589340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1589368.500000 Penalty: 4702.451660
	Iteration 20F: 3 clusters Score -1589368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1589389.375000 Penalty: 4702.451660
	Iteration 21Q: 3 clusters Score -1589389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1589414.125000 Penalty: 4702.451660
	Iteration 22Q: 3 clusters Score -1589414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1589443.125000 Penalty: 4702.451660
	Iteration 23Q: 3 clusters Score -1589443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1589461.000000 Penalty: 4702.451660
	Iteration 24Q: 3 clusters Score -1589461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1589486.500000 Penalty: 4702.451660
	Iteration 25Q: 3 clusters Score -1589486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1589516.625000 Penalty: 4702.451660
	Iteration 26Q: 3 clusters Score -1589517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1589541.750000 Penalty: 4702.451660
	Iteration 27Q: 3 clusters Score -1589542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1589568.625000 Penalty: 4702.451660
	Iteration 28Q: 3 clusters Score -1589569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1589584.375000 Penalty: 4702.451660
	Iteration 29Q: 3 clusters Score -1589584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1589607.000000 Penalty: 4702.451660
	Iteration 30Q: 3 clusters Score -1589607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1589622.125000 Penalty: 4702.451660
	Iteration 31Q: 3 clusters Score -1589622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1589641.500000 Penalty: 4702.451660
	Iteration 32Q: 3 clusters Score -1589642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1589651.500000 Penalty: 4702.451660
	Iteration 33Q: 3 clusters Score -1589652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1589667.125000 Penalty: 4702.451660
	Iteration 34Q: 3 clusters Score -1589667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1589689.750000 Penalty: 4702.451660
	Iteration 35Q: 3 clusters Score -1589690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1589703.875000 Penalty: 4702.451660
	Iteration 36Q: 3 clusters Score -1589704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1589715.500000 Penalty: 4702.451660
	Iteration 37Q: 3 clusters Score -1589716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1589727.625000 Penalty: 4702.451660
	Iteration 38Q: 3 clusters Score -1589728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1589738.125000 Penalty: 4702.451660
	Iteration 39Q: 3 clusters Score -1589738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1589752.625000 Penalty: 4702.451660
	Iteration 40F: 3 clusters Score -1589753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1589762.500000 Penalty: 4702.451660
	Iteration 41Q: 3 clusters Score -1589762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1589771.125000 Penalty: 4702.451660
	Iteration 42Q: 3 clusters Score -1589771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1589772.500000 Penalty: 4702.451660
	Iteration 43Q: 3 clusters Score -1589772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1589776.250000 Penalty: 4702.451660
	Iteration 44Q: 3 clusters Score -1589776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1589781.250000 Penalty: 4702.451660
	Iteration 45Q: 3 clusters Score -1589781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1589788.125000 Penalty: 4702.451660
	Iteration 46Q: 3 clusters Score -1589788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1589791.375000 Penalty: 4702.451660
	Iteration 47Q: 3 clusters Score -1589791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1589796.375000 Penalty: 4702.451660
	Iteration 48Q: 3 clusters Score -1589796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1589799.125000 Penalty: 4702.451660
	Iteration 49Q: 3 clusters Score -1589799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1589801.625000 Penalty: 4702.451660
	Iteration 50Q: 3 clusters Score -1589802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1589807.125000 Penalty: 4702.451660
	Iteration 51Q: 3 clusters Score -1589807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1589805.125000 Penalty: 4702.451660
	Iteration 52Q: 3 clusters Score -1589805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1589807.250000 Penalty: 4702.451660
	Iteration 53Q: 3 clusters Score -1589807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1589809.125000 Penalty: 4702.451660
	Iteration 54Q: 3 clusters Score -1589809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1589808.875000 Penalty: 4702.451660
	Iteration 55Q: 3 clusters Score -1589809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1589811.500000 Penalty: 4702.451660
	Iteration 56Q: 3 clusters Score -1589812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1589810.625000 Penalty: 4702.451660
	Iteration 57Q: 3 clusters Score -1589811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1589810.625000 Penalty: 4702.451660
	Iteration 58F: 3 clusters Score -1589811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Entering Unmasked Estep 
Score: -6964653.000000 Penalty: 2714.797119
	Iteration 0F: 2 clusters Score -6964653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -6926575.000000 Penalty: 5429.594238
	Iteration 0F: 3 clusters Score -6926575 nChanged 26386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -6941578.500000 Penalty: 5429.594238
	Iteration 1F: 3 clusters Score -6941578 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -6943315.500000 Penalty: 5429.594238
	Iteration 2F: 3 clusters Score -6943316 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -6946384.000000 Penalty: 5429.594238
	Iteration 3F: 3 clusters Score -6946384 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -6950444.500000 Penalty: 5429.594238
	Iteration 4F: 3 clusters Score -6950444 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -6954134.000000 Penalty: 5429.594238
	Iteration 5F: 3 clusters Score -6954134 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -6956487.000000 Penalty: 5429.594238
	Iteration 6F: 3 clusters Score -6956487 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -6957921.500000 Penalty: 5429.594238
	Iteration 7Q: 3 clusters Score -6957922 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -6958917.500000 Penalty: 5429.594238
	Iteration 8Q: 3 clusters Score -6958918 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -6959703.000000 Penalty: 5429.594238
	Iteration 9Q: 3 clusters Score -6959703 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6960366.000000 Penalty: 5429.594238
	Iteration 10Q: 3 clusters Score -6960366 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -6960959.000000 Penalty: 5429.594238
	Iteration 11Q: 3 clusters Score -6960959 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -6961409.500000 Penalty: 5429.594238
	Iteration 12Q: 3 clusters Score -6961410 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -6961753.500000 Penalty: 5429.594238
	Iteration 13Q: 3 clusters Score -6961754 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -6962073.000000 Penalty: 5429.594238
	Iteration 14Q: 3 clusters Score -6962073 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -6962225.500000 Penalty: 5429.594238
	Iteration 15Q: 3 clusters Score -6962226 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -6962371.000000 Penalty: 5429.594238
	Iteration 16Q: 3 clusters Score -6962371 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -6962518.500000 Penalty: 5429.594238
	Iteration 17Q: 3 clusters Score -6962518 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -6962692.000000 Penalty: 5429.594238
	Iteration 18Q: 3 clusters Score -6962692 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -6962806.000000 Penalty: 5429.594238
	Iteration 19Q: 3 clusters Score -6962806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -6962874.500000 Penalty: 5429.594238
	Iteration 20F: 3 clusters Score -6962874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -6962926.500000 Penalty: 5429.594238
	Iteration 21Q: 3 clusters Score -6962926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -6962982.500000 Penalty: 5429.594238
	Iteration 22Q: 3 clusters Score -6962982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -6962995.000000 Penalty: 5429.594238
	Iteration 23Q: 3 clusters Score -6962995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -6963032.000000 Penalty: 5429.594238
	Iteration 24Q: 3 clusters Score -6963032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -6963046.500000 Penalty: 5429.594238
	Iteration 25Q: 3 clusters Score -6963046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6963050.500000 Penalty: 5429.594238
	Iteration 26Q: 3 clusters Score -6963050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -6963053.500000 Penalty: 5429.594238
	Iteration 27Q: 3 clusters Score -6963054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -6963063.500000 Penalty: 5429.594238
	Iteration 28Q: 3 clusters Score -6963064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -6963080.500000 Penalty: 5429.594238
	Iteration 29Q: 3 clusters Score -6963080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -6963075.500000 Penalty: 5429.594238
	Iteration 30Q: 3 clusters Score -6963076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -6963084.000000 Penalty: 5429.594238
	Iteration 31Q: 3 clusters Score -6963084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -6963080.500000 Penalty: 5429.594238
	Iteration 32Q: 3 clusters Score -6963080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -6963086.000000 Penalty: 5429.594238
	Iteration 33Q: 3 clusters Score -6963086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -6963089.000000 Penalty: 5429.594238
	Iteration 34Q: 3 clusters Score -6963089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -6963086.000000 Penalty: 5429.594238
	Iteration 35Q: 3 clusters Score -6963086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -6963083.500000 Penalty: 5429.594238
	Iteration 36Q: 3 clusters Score -6963084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -6963080.000000 Penalty: 5429.594238
	Iteration 37Q: 3 clusters Score -6963080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -6963080.000000 Penalty: 5429.594238
	Iteration 38F: 3 clusters Score -6963080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Entering Unmasked Estep 
Score: -21262714.000000 Penalty: 2987.579102
	Iteration 0F: 2 clusters Score -2.126271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -21150764.000000 Penalty: 5975.158203
	Iteration 0F: 3 clusters Score -2.115076e+07 nChanged 81755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -21197772.000000 Penalty: 5975.158203
	Iteration 1F: 3 clusters Score -2.119777e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -21198408.000000 Penalty: 5975.158203
	Iteration 2Q: 3 clusters Score -2.119841e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -21199398.000000 Penalty: 5975.158203
	Iteration 3Q: 3 clusters Score -2.11994e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -21200810.000000 Penalty: 5975.158203
	Iteration 4Q: 3 clusters Score -2.120081e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -21202970.000000 Penalty: 5975.158203
	Iteration 5Q: 3 clusters Score -2.120297e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -21207010.000000 Penalty: 5975.158203
	Iteration 6Q: 3 clusters Score -2.120701e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119201 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -21214642.000000 Penalty: 5975.158203
	Iteration 7F: 3 clusters Score -2.121464e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133651 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -21226608.000000 Penalty: 5975.158203
	Iteration 8F: 3 clusters Score -2.122661e+07 nChanged 15263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -21241140.000000 Penalty: 5975.158203
	Iteration 9F: 3 clusters Score -2.124114e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -21252134.000000 Penalty: 5975.158203
	Iteration 10F: 3 clusters Score -2.125213e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -21257654.000000 Penalty: 5975.158203
	Iteration 11Q: 3 clusters Score -2.125765e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21259290.000000 Penalty: 5975.158203
	Iteration 12Q: 3 clusters Score -2.125929e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21259708.000000 Penalty: 5975.158203
	Iteration 13Q: 3 clusters Score -2.125971e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21259904.000000 Penalty: 5975.158203
	Iteration 14Q: 3 clusters Score -2.12599e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21259980.000000 Penalty: 5975.158203
	Iteration 15Q: 3 clusters Score -2.125998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21260028.000000 Penalty: 5975.158203
	Iteration 16Q: 3 clusters Score -2.126003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21260028.000000 Penalty: 5975.158203
	Iteration 17Q: 3 clusters Score -2.126003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21260052.000000 Penalty: 5975.158203
	Iteration 18Q: 3 clusters Score -2.126005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21260060.000000 Penalty: 5975.158203
	Iteration 19Q: 3 clusters Score -2.126006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21260056.000000 Penalty: 5975.158203
	Iteration 20F: 3 clusters Score -2.126006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21260056.000000 Penalty: 5975.158203
	Iteration 21Q: 3 clusters Score -2.126006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21260062.000000 Penalty: 5975.158203
	Iteration 22Q: 3 clusters Score -2.126006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21260064.000000 Penalty: 5975.158203
	Iteration 23Q: 3 clusters Score -2.126006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21260058.000000 Penalty: 5975.158203
	Iteration 24Q: 3 clusters Score -2.126006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21260058.000000 Penalty: 5975.158203
	Iteration 25F: 3 clusters Score -2.126006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -24578.888672 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -24578.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23370.687500 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -23370.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23556.136719 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -23556.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23656.548828 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -23656.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23704.017578 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -23704.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23760.123047 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -23760.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23765.146484 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -23765.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23767.960938 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -23767.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23775.517578 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -23775.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23791.578125 Penalty: 2750.407959
	Iteration 8Q: 3 clusters Score -23791.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23805.117188 Penalty: 2750.407959
	Iteration 9Q: 3 clusters Score -23805.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23808.824219 Penalty: 2750.407959
	Iteration 10Q: 3 clusters Score -23808.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23808.824219 Penalty: 2750.407959
	Iteration 11F: 3 clusters Score -23808.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Entering Unmasked Estep 
Score: -2457285.750000 Penalty: 2456.906494
	Iteration 0F: 2 clusters Score -2457286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2443270.250000 Penalty: 4913.812988
	Iteration 0F: 3 clusters Score -2443270 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2448077.750000 Penalty: 4913.812988
	Iteration 1F: 3 clusters Score -2448078 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2448674.500000 Penalty: 4913.812988
	Iteration 2F: 3 clusters Score -2448674 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2449308.750000 Penalty: 4913.812988
	Iteration 3F: 3 clusters Score -2449309 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2450042.000000 Penalty: 4913.812988
	Iteration 4F: 3 clusters Score -2450042 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2450749.000000 Penalty: 4913.812988
	Iteration 5F: 3 clusters Score -2450749 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2451418.250000 Penalty: 4913.812988
	Iteration 6F: 3 clusters Score -2451418 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2451959.000000 Penalty: 4913.812988
	Iteration 7F: 3 clusters Score -2451959 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2452285.750000 Penalty: 4913.812988
	Iteration 8Q: 3 clusters Score -2452286 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2452510.500000 Penalty: 4913.812988
	Iteration 9Q: 3 clusters Score -2452510 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2452662.250000 Penalty: 4913.812988
	Iteration 10Q: 3 clusters Score -2452662 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2452799.750000 Penalty: 4913.812988
	Iteration 11Q: 3 clusters Score -2452800 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2452928.500000 Penalty: 4913.812988
	Iteration 12Q: 3 clusters Score -2452928 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2453059.500000 Penalty: 4913.812988
	Iteration 13Q: 3 clusters Score -2453060 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2453171.000000 Penalty: 4913.812988
	Iteration 14Q: 3 clusters Score -2453171 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2453297.500000 Penalty: 4913.812988
	Iteration 15Q: 3 clusters Score -2453298 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2453412.750000 Penalty: 4913.812988
	Iteration 16Q: 3 clusters Score -2453413 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2453546.250000 Penalty: 4913.812988
	Iteration 17Q: 3 clusters Score -2453546 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2453723.750000 Penalty: 4913.812988
	Iteration 18Q: 3 clusters Score -2453724 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2453907.250000 Penalty: 4913.812988
	Iteration 19Q: 3 clusters Score -2453907 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2454087.000000 Penalty: 4913.812988
	Iteration 20F: 3 clusters Score -2454087 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2454265.000000 Penalty: 4913.812988
	Iteration 21Q: 3 clusters Score -2454265 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2454425.500000 Penalty: 4913.812988
	Iteration 22Q: 3 clusters Score -2454426 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2454568.500000 Penalty: 4913.812988
	Iteration 23Q: 3 clusters Score -2454568 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2454702.500000 Penalty: 4913.812988
	Iteration 24Q: 3 clusters Score -2454702 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2454837.000000 Penalty: 4913.812988
	Iteration 25Q: 3 clusters Score -2454837 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2454913.500000 Penalty: 4913.812988
	Iteration 26Q: 3 clusters Score -2454914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2454992.500000 Penalty: 4913.812988
	Iteration 27Q: 3 clusters Score -2454992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2455054.000000 Penalty: 4913.812988
	Iteration 28Q: 3 clusters Score -2455054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2455102.750000 Penalty: 4913.812988
	Iteration 29Q: 3 clusters Score -2455103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2455130.750000 Penalty: 4913.812988
	Iteration 30Q: 3 clusters Score -2455131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2455173.000000 Penalty: 4913.812988
	Iteration 31Q: 3 clusters Score -2455173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2455202.250000 Penalty: 4913.812988
	Iteration 32Q: 3 clusters Score -2455202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2455220.750000 Penalty: 4913.812988
	Iteration 33Q: 3 clusters Score -2455221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2455247.000000 Penalty: 4913.812988
	Iteration 34Q: 3 clusters Score -2455247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2455265.250000 Penalty: 4913.812988
	Iteration 35Q: 3 clusters Score -2455265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2455284.750000 Penalty: 4913.812988
	Iteration 36Q: 3 clusters Score -2455285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2455295.500000 Penalty: 4913.812988
	Iteration 37Q: 3 clusters Score -2455296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2455299.250000 Penalty: 4913.812988
	Iteration 38Q: 3 clusters Score -2455299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2455303.250000 Penalty: 4913.812988
	Iteration 39Q: 3 clusters Score -2455303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2455309.250000 Penalty: 4913.812988
	Iteration 40F: 3 clusters Score -2455309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2455314.250000 Penalty: 4913.812988
	Iteration 41Q: 3 clusters Score -2455314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2455332.000000 Penalty: 4913.812988
	Iteration 42Q: 3 clusters Score -2455332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2455334.750000 Penalty: 4913.812988
	Iteration 43Q: 3 clusters Score -2455335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2455335.500000 Penalty: 4913.812988
	Iteration 44Q: 3 clusters Score -2455336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2455337.750000 Penalty: 4913.812988
	Iteration 45Q: 3 clusters Score -2455338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2455339.000000 Penalty: 4913.812988
	Iteration 46Q: 3 clusters Score -2455339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2455339.000000 Penalty: 4913.812988
	Iteration 47Q: 3 clusters Score -2455339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2455340.000000 Penalty: 4913.812988
	Iteration 48Q: 3 clusters Score -2455340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2455340.000000 Penalty: 4913.812988
	Iteration 49F: 3 clusters Score -2455340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Entering Unmasked Estep 
Score: -1349875.875000 Penalty: 2313.815186
	Iteration 0F: 2 clusters Score -1349876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1341437.750000 Penalty: 4627.630371
	Iteration 0F: 3 clusters Score -1341438 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1343852.250000 Penalty: 4627.630371
	Iteration 1F: 3 clusters Score -1343852 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1344119.250000 Penalty: 4627.630371
	Iteration 2F: 3 clusters Score -1344119 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1344310.750000 Penalty: 4627.630371
	Iteration 3Q: 3 clusters Score -1344311 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1344463.125000 Penalty: 4627.630371
	Iteration 4Q: 3 clusters Score -1344463 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1344589.125000 Penalty: 4627.630371
	Iteration 5Q: 3 clusters Score -1344589 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1344695.125000 Penalty: 4627.630371
	Iteration 6Q: 3 clusters Score -1344695 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1344796.750000 Penalty: 4627.630371
	Iteration 7Q: 3 clusters Score -1344797 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1344875.625000 Penalty: 4627.630371
	Iteration 8Q: 3 clusters Score -1344876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1344962.375000 Penalty: 4627.630371
	Iteration 9Q: 3 clusters Score -1344962 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1345060.875000 Penalty: 4627.630371
	Iteration 10Q: 3 clusters Score -1345061 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1345162.250000 Penalty: 4627.630371
	Iteration 11Q: 3 clusters Score -1345162 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1345276.375000 Penalty: 4627.630371
	Iteration 12Q: 3 clusters Score -1345276 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1345436.375000 Penalty: 4627.630371
	Iteration 13Q: 3 clusters Score -1345436 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1345623.375000 Penalty: 4627.630371
	Iteration 14Q: 3 clusters Score -1345623 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1345841.500000 Penalty: 4627.630371
	Iteration 15Q: 3 clusters Score -1345842 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1346079.375000 Penalty: 4627.630371
	Iteration 16Q: 3 clusters Score -1346079 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1346370.500000 Penalty: 4627.630371
	Iteration 17Q: 3 clusters Score -1346370 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1346664.125000 Penalty: 4627.630371
	Iteration 18Q: 3 clusters Score -1346664 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1346955.625000 Penalty: 4627.630371
	Iteration 19Q: 3 clusters Score -1346956 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1347215.125000 Penalty: 4627.630371
	Iteration 20F: 3 clusters Score -1347215 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1347463.500000 Penalty: 4627.630371
	Iteration 21Q: 3 clusters Score -1347464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1347679.250000 Penalty: 4627.630371
	Iteration 22Q: 3 clusters Score -1347679 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1347867.375000 Penalty: 4627.630371
	Iteration 23Q: 3 clusters Score -1347867 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1348032.625000 Penalty: 4627.630371
	Iteration 24Q: 3 clusters Score -1348033 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1348201.125000 Penalty: 4627.630371
	Iteration 25Q: 3 clusters Score -1348201 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1348356.750000 Penalty: 4627.630371
	Iteration 26Q: 3 clusters Score -1348357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1348518.375000 Penalty: 4627.630371
	Iteration 27Q: 3 clusters Score -1348518 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1348672.250000 Penalty: 4627.630371
	Iteration 28Q: 3 clusters Score -1348672 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1348812.125000 Penalty: 4627.630371
	Iteration 29Q: 3 clusters Score -1348812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1348950.750000 Penalty: 4627.630371
	Iteration 30Q: 3 clusters Score -1348951 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1349069.000000 Penalty: 4627.630371
	Iteration 31Q: 3 clusters Score -1349069 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1349168.375000 Penalty: 4627.630371
	Iteration 32Q: 3 clusters Score -1349168 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1349240.250000 Penalty: 4627.630371
	Iteration 33Q: 3 clusters Score -1349240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1349291.750000 Penalty: 4627.630371
	Iteration 34Q: 3 clusters Score -1349292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1349325.250000 Penalty: 4627.630371
	Iteration 35Q: 3 clusters Score -1349325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1349351.875000 Penalty: 4627.630371
	Iteration 36Q: 3 clusters Score -1349352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1349371.125000 Penalty: 4627.630371
	Iteration 37Q: 3 clusters Score -1349371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1349380.125000 Penalty: 4627.630371
	Iteration 38Q: 3 clusters Score -1349380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1349389.375000 Penalty: 4627.630371
	Iteration 39Q: 3 clusters Score -1349389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1349395.625000 Penalty: 4627.630371
	Iteration 40F: 3 clusters Score -1349396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1349404.875000 Penalty: 4627.630371
	Iteration 41Q: 3 clusters Score -1349405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1349411.500000 Penalty: 4627.630371
	Iteration 42Q: 3 clusters Score -1349412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1349414.625000 Penalty: 4627.630371
	Iteration 43Q: 3 clusters Score -1349415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1349420.250000 Penalty: 4627.630371
	Iteration 44Q: 3 clusters Score -1349420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1349420.250000 Penalty: 4627.630371
	Iteration 45Q: 3 clusters Score -1349420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1349423.125000 Penalty: 4627.630371
	Iteration 46Q: 3 clusters Score -1349423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1349426.625000 Penalty: 4627.630371
	Iteration 47Q: 3 clusters Score -1349427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1349435.125000 Penalty: 4627.630371
	Iteration 48Q: 3 clusters Score -1349435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1349437.500000 Penalty: 4627.630371
	Iteration 49Q: 3 clusters Score -1349438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1349440.625000 Penalty: 4627.630371
	Iteration 50Q: 3 clusters Score -1349441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1349441.250000 Penalty: 4627.630371
	Iteration 51Q: 3 clusters Score -1349441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1349441.125000 Penalty: 4627.630371
	Iteration 52Q: 3 clusters Score -1349441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1349444.500000 Penalty: 4627.630371
	Iteration 53Q: 3 clusters Score -1349444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1349448.500000 Penalty: 4627.630371
	Iteration 54Q: 3 clusters Score -1349448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1349451.000000 Penalty: 4627.630371
	Iteration 55Q: 3 clusters Score -1349451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1349454.750000 Penalty: 4627.630371
	Iteration 56Q: 3 clusters Score -1349455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1349455.750000 Penalty: 4627.630371
	Iteration 57Q: 3 clusters Score -1349456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1349458.000000 Penalty: 4627.630371
	Iteration 58Q: 3 clusters Score -1349458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1349463.875000 Penalty: 4627.630371
	Iteration 59Q: 3 clusters Score -1349464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1349471.375000 Penalty: 4627.630371
	Iteration 60F: 3 clusters Score -1349471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1349471.125000 Penalty: 4627.630371
	Iteration 61Q: 3 clusters Score -1349471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1349475.125000 Penalty: 4627.630371
	Iteration 62Q: 3 clusters Score -1349475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1349472.750000 Penalty: 4627.630371
	Iteration 63Q: 3 clusters Score -1349473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1349477.250000 Penalty: 4627.630371
	Iteration 64Q: 3 clusters Score -1349477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1349480.875000 Penalty: 4627.630371
	Iteration 65Q: 3 clusters Score -1349481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1349481.375000 Penalty: 4627.630371
	Iteration 66Q: 3 clusters Score -1349481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1349485.250000 Penalty: 4627.630371
	Iteration 67Q: 3 clusters Score -1349485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1349491.750000 Penalty: 4627.630371
	Iteration 68Q: 3 clusters Score -1349492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1349495.000000 Penalty: 4627.630371
	Iteration 69Q: 3 clusters Score -1349495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1349494.625000 Penalty: 4627.630371
	Iteration 70Q: 3 clusters Score -1349495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1349502.875000 Penalty: 4627.630371
	Iteration 71Q: 3 clusters Score -1349503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1349510.500000 Penalty: 4627.630371
	Iteration 72Q: 3 clusters Score -1349510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1349512.125000 Penalty: 4627.630371
	Iteration 73Q: 3 clusters Score -1349512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1349514.000000 Penalty: 4627.630371
	Iteration 74Q: 3 clusters Score -1349514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1349509.625000 Penalty: 4627.630371
	Iteration 75Q: 3 clusters Score -1349510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1349511.500000 Penalty: 4627.630371
	Iteration 76Q: 3 clusters Score -1349512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1349512.750000 Penalty: 4627.630371
	Iteration 77Q: 3 clusters Score -1349513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1349515.250000 Penalty: 4627.630371
	Iteration 78Q: 3 clusters Score -1349515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1349514.750000 Penalty: 4627.630371
	Iteration 79Q: 3 clusters Score -1349515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1349513.000000 Penalty: 4627.630371
	Iteration 80F: 3 clusters Score -1349513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1349515.625000 Penalty: 4627.630371
	Iteration 81Q: 3 clusters Score -1349516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1349516.125000 Penalty: 4627.630371
	Iteration 82Q: 3 clusters Score -1349516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1349515.500000 Penalty: 4627.630371
	Iteration 83Q: 3 clusters Score -1349516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1349516.375000 Penalty: 4627.630371
	Iteration 84Q: 3 clusters Score -1349516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1349516.125000 Penalty: 4627.630371
	Iteration 85Q: 3 clusters Score -1349516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1349513.375000 Penalty: 4627.630371
	Iteration 86Q: 3 clusters Score -1349513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1349513.375000 Penalty: 4627.630371
	Iteration 87F: 3 clusters Score -1349513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Entering Unmasked Estep 
Score: -708832.062500 Penalty: 2152.764404
	Iteration 0F: 2 clusters Score -708832.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -703710.437500 Penalty: 4305.528809
	Iteration 0F: 3 clusters Score -703710.4 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -705074.937500 Penalty: 4305.528809
	Iteration 1F: 3 clusters Score -705074.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -705458.062500 Penalty: 4305.528809
	Iteration 2F: 3 clusters Score -705458.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -705664.187500 Penalty: 4305.528809
	Iteration 3F: 3 clusters Score -705664.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -705796.437500 Penalty: 4305.528809
	Iteration 4Q: 3 clusters Score -705796.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -705900.750000 Penalty: 4305.528809
	Iteration 5Q: 3 clusters Score -705900.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -706001.437500 Penalty: 4305.528809
	Iteration 6Q: 3 clusters Score -706001.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -706097.937500 Penalty: 4305.528809
	Iteration 7Q: 3 clusters Score -706097.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -706175.187500 Penalty: 4305.528809
	Iteration 8Q: 3 clusters Score -706175.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -706252.687500 Penalty: 4305.528809
	Iteration 9Q: 3 clusters Score -706252.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -706331.187500 Penalty: 4305.528809
	Iteration 10Q: 3 clusters Score -706331.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -706422.250000 Penalty: 4305.528809
	Iteration 11Q: 3 clusters Score -706422.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -706511.000000 Penalty: 4305.528809
	Iteration 12Q: 3 clusters Score -706511 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -706599.812500 Penalty: 4305.528809
	Iteration 13Q: 3 clusters Score -706599.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -706677.750000 Penalty: 4305.528809
	Iteration 14Q: 3 clusters Score -706677.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -706764.062500 Penalty: 4305.528809
	Iteration 15Q: 3 clusters Score -706764.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -706856.750000 Penalty: 4305.528809
	Iteration 16Q: 3 clusters Score -706856.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -706958.562500 Penalty: 4305.528809
	Iteration 17Q: 3 clusters Score -706958.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -707097.000000 Penalty: 4305.528809
	Iteration 18Q: 3 clusters Score -707097 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -707226.312500 Penalty: 4305.528809
	Iteration 19Q: 3 clusters Score -707226.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -707341.187500 Penalty: 4305.528809
	Iteration 20F: 3 clusters Score -707341.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -707473.000000 Penalty: 4305.528809
	Iteration 21Q: 3 clusters Score -707473 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -707591.000000 Penalty: 4305.528809
	Iteration 22Q: 3 clusters Score -707591 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -707708.500000 Penalty: 4305.528809
	Iteration 23Q: 3 clusters Score -707708.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -707819.562500 Penalty: 4305.528809
	Iteration 24Q: 3 clusters Score -707819.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -707908.500000 Penalty: 4305.528809
	Iteration 25Q: 3 clusters Score -707908.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -707976.062500 Penalty: 4305.528809
	Iteration 26Q: 3 clusters Score -707976.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -708031.437500 Penalty: 4305.528809
	Iteration 27Q: 3 clusters Score -708031.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -708080.437500 Penalty: 4305.528809
	Iteration 28Q: 3 clusters Score -708080.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -708121.937500 Penalty: 4305.528809
	Iteration 29Q: 3 clusters Score -708121.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -708142.562500 Penalty: 4305.528809
	Iteration 30Q: 3 clusters Score -708142.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -708159.750000 Penalty: 4305.528809
	Iteration 31Q: 3 clusters Score -708159.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -708171.125000 Penalty: 4305.528809
	Iteration 32Q: 3 clusters Score -708171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -708177.812500 Penalty: 4305.528809
	Iteration 33Q: 3 clusters Score -708177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -708185.312500 Penalty: 4305.528809
	Iteration 34Q: 3 clusters Score -708185.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -708187.437500 Penalty: 4305.528809
	Iteration 35Q: 3 clusters Score -708187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -708189.937500 Penalty: 4305.528809
	Iteration 36Q: 3 clusters Score -708189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -708195.812500 Penalty: 4305.528809
	Iteration 37Q: 3 clusters Score -708195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -708198.250000 Penalty: 4305.528809
	Iteration 38Q: 3 clusters Score -708198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -708200.125000 Penalty: 4305.528809
	Iteration 39Q: 3 clusters Score -708200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -708211.437500 Penalty: 4305.528809
	Iteration 40F: 3 clusters Score -708211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -708215.875000 Penalty: 4305.528809
	Iteration 41Q: 3 clusters Score -708215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -708217.625000 Penalty: 4305.528809
	Iteration 42Q: 3 clusters Score -708217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -708222.062500 Penalty: 4305.528809
	Iteration 43Q: 3 clusters Score -708222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -708223.625000 Penalty: 4305.528809
	Iteration 44Q: 3 clusters Score -708223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -708227.687500 Penalty: 4305.528809
	Iteration 45Q: 3 clusters Score -708227.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -708237.187500 Penalty: 4305.528809
	Iteration 46Q: 3 clusters Score -708237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -708265.937500 Penalty: 4305.528809
	Iteration 47Q: 3 clusters Score -708265.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -708311.187500 Penalty: 4305.528809
	Iteration 48Q: 3 clusters Score -708311.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -708348.937500 Penalty: 4305.528809
	Iteration 49Q: 3 clusters Score -708348.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -708383.187500 Penalty: 4305.528809
	Iteration 50Q: 3 clusters Score -708383.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -708407.250000 Penalty: 4305.528809
	Iteration 51Q: 3 clusters Score -708407.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -708423.687500 Penalty: 4305.528809
	Iteration 52Q: 3 clusters Score -708423.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -708433.125000 Penalty: 4305.528809
	Iteration 53Q: 3 clusters Score -708433.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -708441.500000 Penalty: 4305.528809
	Iteration 54Q: 3 clusters Score -708441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -708445.875000 Penalty: 4305.528809
	Iteration 55Q: 3 clusters Score -708445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -708447.187500 Penalty: 4305.528809
	Iteration 56Q: 3 clusters Score -708447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -708448.062500 Penalty: 4305.528809
	Iteration 57Q: 3 clusters Score -708448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -708448.812500 Penalty: 4305.528809
	Iteration 58Q: 3 clusters Score -708448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -708448.812500 Penalty: 4305.528809
	Iteration 59F: 3 clusters Score -708448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Entering Unmasked Estep 
Score: -21100640.000000 Penalty: 2986.741455
	Iteration 0F: 2 clusters Score -2.110064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -20988378.000000 Penalty: 5973.482910
	Iteration 0F: 3 clusters Score -2.098838e+07 nChanged 81521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -21036168.000000 Penalty: 5973.482910
	Iteration 1F: 3 clusters Score -2.103617e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -21037836.000000 Penalty: 5973.482910
	Iteration 2Q: 3 clusters Score -2.103784e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 95010 members 
Entering Unmasked Estep 
Score: -21040734.000000 Penalty: 5973.482910
	Iteration 3Q: 3 clusters Score -2.104073e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -21045616.000000 Penalty: 5973.482910
	Iteration 4F: 3 clusters Score -2.104562e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -21052606.000000 Penalty: 5973.482910
	Iteration 5F: 3 clusters Score -2.105261e+07 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 119735 members 
Entering Unmasked Estep 
Score: -21061492.000000 Penalty: 5973.482910
	Iteration 6F: 3 clusters Score -2.106149e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -21070144.000000 Penalty: 5973.482910
	Iteration 7F: 3 clusters Score -2.107014e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 140058 members 
Entering Unmasked Estep 
Score: -21077536.000000 Penalty: 5973.482910
	Iteration 8F: 3 clusters Score -2.107754e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 148575 members 
Entering Unmasked Estep 
Score: -21084124.000000 Penalty: 5973.482910
	Iteration 9F: 3 clusters Score -2.108412e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -21089298.000000 Penalty: 5973.482910
	Iteration 10Q: 3 clusters Score -2.10893e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -21093360.000000 Penalty: 5973.482910
	Iteration 11Q: 3 clusters Score -2.109336e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 165128 members 
Entering Unmasked Estep 
Score: -21095582.000000 Penalty: 5973.482910
	Iteration 12Q: 3 clusters Score -2.109558e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 167220 members 
Entering Unmasked Estep 
Score: -21097024.000000 Penalty: 5973.482910
	Iteration 13Q: 3 clusters Score -2.109702e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -21097456.000000 Penalty: 5973.482910
	Iteration 14Q: 3 clusters Score -2.109746e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -21097762.000000 Penalty: 5973.482910
	Iteration 15Q: 3 clusters Score -2.109776e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 169027 members 
Entering Unmasked Estep 
Score: -21097990.000000 Penalty: 5973.482910
	Iteration 16Q: 3 clusters Score -2.109799e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 169156 members 
Entering Unmasked Estep 
Score: -21098078.000000 Penalty: 5973.482910
	Iteration 17Q: 3 clusters Score -2.109808e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 169231 members 
Entering Unmasked Estep 
Score: -21098150.000000 Penalty: 5973.482910
	Iteration 18Q: 3 clusters Score -2.109815e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 169273 members 
Entering Unmasked Estep 
Score: -21098168.000000 Penalty: 5973.482910
	Iteration 19Q: 3 clusters Score -2.109817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 169306 members 
Entering Unmasked Estep 
Score: -21098202.000000 Penalty: 5973.482910
	Iteration 20F: 3 clusters Score -2.10982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -21098226.000000 Penalty: 5973.482910
	Iteration 21Q: 3 clusters Score -2.109823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 169353 members 
Entering Unmasked Estep 
Score: -21098262.000000 Penalty: 5973.482910
	Iteration 22Q: 3 clusters Score -2.109826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -21098246.000000 Penalty: 5973.482910
	Iteration 23Q: 3 clusters Score -2.109825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 169372 members 
Entering Unmasked Estep 
Score: -21098240.000000 Penalty: 5973.482910
	Iteration 24Q: 3 clusters Score -2.109824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -21098248.000000 Penalty: 5973.482910
	Iteration 25Q: 3 clusters Score -2.109825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -21098276.000000 Penalty: 5973.482910
	Iteration 26Q: 3 clusters Score -2.109828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -21098254.000000 Penalty: 5973.482910
	Iteration 27Q: 3 clusters Score -2.109825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 169408 members 
Entering Unmasked Estep 
Score: -21098254.000000 Penalty: 5973.482910
	Iteration 28Q: 3 clusters Score -2.109825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -21098258.000000 Penalty: 5973.482910
	Iteration 29Q: 3 clusters Score -2.109826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 169420 members 
Entering Unmasked Estep 
Score: -21098272.000000 Penalty: 5973.482910
	Iteration 30Q: 3 clusters Score -2.109827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -21098298.000000 Penalty: 5973.482910
	Iteration 31Q: 3 clusters Score -2.10983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -21098286.000000 Penalty: 5973.482910
	Iteration 32Q: 3 clusters Score -2.109829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 169431 members 
Entering Unmasked Estep 
Score: -21098294.000000 Penalty: 5973.482910
	Iteration 33Q: 3 clusters Score -2.109829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -21098324.000000 Penalty: 5973.482910
	Iteration 34Q: 3 clusters Score -2.109832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -21098310.000000 Penalty: 5973.482910
	Iteration 35Q: 3 clusters Score -2.109831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -21098316.000000 Penalty: 5973.482910
	Iteration 36Q: 3 clusters Score -2.109832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 169457 members 
Entering Unmasked Estep 
Score: -21098338.000000 Penalty: 5973.482910
	Iteration 37Q: 3 clusters Score -2.109834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 169461 members 
Entering Unmasked Estep 
Score: -21098362.000000 Penalty: 5973.482910
	Iteration 38Q: 3 clusters Score -2.109836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 169462 members 
Entering Unmasked Estep 
Score: -21098352.000000 Penalty: 5973.482910
	Iteration 39Q: 3 clusters Score -2.109835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -21098360.000000 Penalty: 5973.482910
	Iteration 40F: 3 clusters Score -2.109836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 169467 members 
Entering Unmasked Estep 
Score: -21098358.000000 Penalty: 5973.482910
	Iteration 41Q: 3 clusters Score -2.109836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 169468 members 
Entering Unmasked Estep 
Score: -21098356.000000 Penalty: 5973.482910
	Iteration 42Q: 3 clusters Score -2.109836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 169468 members 
Entering Unmasked Estep 
Score: -21098356.000000 Penalty: 5973.482910
	Iteration 43F: 3 clusters Score -2.109836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Entering Unmasked Estep 
Score: -3471757.000000 Penalty: 2542.126709
	Iteration 0F: 2 clusters Score -3471757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3452246.000000 Penalty: 5084.253418
	Iteration 0F: 3 clusters Score -3452246 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3459253.250000 Penalty: 5084.253418
	Iteration 1F: 3 clusters Score -3459253 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3459917.500000 Penalty: 5084.253418
	Iteration 2F: 3 clusters Score -3459918 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3460585.750000 Penalty: 5084.253418
	Iteration 3F: 3 clusters Score -3460586 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3461317.000000 Penalty: 5084.253418
	Iteration 4F: 3 clusters Score -3461317 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3462120.500000 Penalty: 5084.253418
	Iteration 5F: 3 clusters Score -3462120 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3462884.750000 Penalty: 5084.253418
	Iteration 6F: 3 clusters Score -3462885 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3463586.750000 Penalty: 5084.253418
	Iteration 7Q: 3 clusters Score -3463587 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3464248.000000 Penalty: 5084.253418
	Iteration 8Q: 3 clusters Score -3464248 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3464840.750000 Penalty: 5084.253418
	Iteration 9Q: 3 clusters Score -3464841 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3465373.000000 Penalty: 5084.253418
	Iteration 10Q: 3 clusters Score -3465373 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3465844.500000 Penalty: 5084.253418
	Iteration 11Q: 3 clusters Score -3465844 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3466187.000000 Penalty: 5084.253418
	Iteration 12Q: 3 clusters Score -3466187 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3466428.000000 Penalty: 5084.253418
	Iteration 13Q: 3 clusters Score -3466428 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3466630.250000 Penalty: 5084.253418
	Iteration 14Q: 3 clusters Score -3466630 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3466805.500000 Penalty: 5084.253418
	Iteration 15Q: 3 clusters Score -3466806 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3466930.750000 Penalty: 5084.253418
	Iteration 16Q: 3 clusters Score -3466931 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3467058.750000 Penalty: 5084.253418
	Iteration 17Q: 3 clusters Score -3467059 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3467186.250000 Penalty: 5084.253418
	Iteration 18Q: 3 clusters Score -3467186 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3467318.000000 Penalty: 5084.253418
	Iteration 19Q: 3 clusters Score -3467318 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3467506.750000 Penalty: 5084.253418
	Iteration 20F: 3 clusters Score -3467507 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3467692.250000 Penalty: 5084.253418
	Iteration 21Q: 3 clusters Score -3467692 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3467953.750000 Penalty: 5084.253418
	Iteration 22Q: 3 clusters Score -3467954 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3468265.750000 Penalty: 5084.253418
	Iteration 23Q: 3 clusters Score -3468266 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3468656.000000 Penalty: 5084.253418
	Iteration 24Q: 3 clusters Score -3468656 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3469041.000000 Penalty: 5084.253418
	Iteration 25Q: 3 clusters Score -3469041 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3469392.500000 Penalty: 5084.253418
	Iteration 26Q: 3 clusters Score -3469392 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3469630.250000 Penalty: 5084.253418
	Iteration 27Q: 3 clusters Score -3469630 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3469753.750000 Penalty: 5084.253418
	Iteration 28Q: 3 clusters Score -3469754 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3469830.250000 Penalty: 5084.253418
	Iteration 29Q: 3 clusters Score -3469830 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3469886.500000 Penalty: 5084.253418
	Iteration 30Q: 3 clusters Score -3469886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3469925.000000 Penalty: 5084.253418
	Iteration 31Q: 3 clusters Score -3469925 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3469952.000000 Penalty: 5084.253418
	Iteration 32Q: 3 clusters Score -3469952 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3469967.500000 Penalty: 5084.253418
	Iteration 33Q: 3 clusters Score -3469968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3469983.750000 Penalty: 5084.253418
	Iteration 34Q: 3 clusters Score -3469984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3470002.750000 Penalty: 5084.253418
	Iteration 35Q: 3 clusters Score -3470003 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3470025.250000 Penalty: 5084.253418
	Iteration 36Q: 3 clusters Score -3470025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3470034.500000 Penalty: 5084.253418
	Iteration 37Q: 3 clusters Score -3470034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3470038.500000 Penalty: 5084.253418
	Iteration 38Q: 3 clusters Score -3470038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3470045.000000 Penalty: 5084.253418
	Iteration 39Q: 3 clusters Score -3470045 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3470050.000000 Penalty: 5084.253418
	Iteration 40F: 3 clusters Score -3470050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3470081.250000 Penalty: 5084.253418
	Iteration 41Q: 3 clusters Score -3470081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3470083.250000 Penalty: 5084.253418
	Iteration 42Q: 3 clusters Score -3470083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3470092.750000 Penalty: 5084.253418
	Iteration 43Q: 3 clusters Score -3470093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3470103.500000 Penalty: 5084.253418
	Iteration 44Q: 3 clusters Score -3470104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3470114.250000 Penalty: 5084.253418
	Iteration 45Q: 3 clusters Score -3470114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3470109.500000 Penalty: 5084.253418
	Iteration 46Q: 3 clusters Score -3470110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3470114.500000 Penalty: 5084.253418
	Iteration 47Q: 3 clusters Score -3470114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3470121.000000 Penalty: 5084.253418
	Iteration 48Q: 3 clusters Score -3470121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3470124.000000 Penalty: 5084.253418
	Iteration 49Q: 3 clusters Score -3470124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3470122.000000 Penalty: 5084.253418
	Iteration 50Q: 3 clusters Score -3470122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3470126.250000 Penalty: 5084.253418
	Iteration 51Q: 3 clusters Score -3470126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3470130.000000 Penalty: 5084.253418
	Iteration 52Q: 3 clusters Score -3470130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3470124.500000 Penalty: 5084.253418
	Iteration 53Q: 3 clusters Score -3470124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3470125.000000 Penalty: 5084.253418
	Iteration 54Q: 3 clusters Score -3470125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3470119.000000 Penalty: 5084.253418
	Iteration 55Q: 3 clusters Score -3470119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3470128.500000 Penalty: 5084.253418
	Iteration 56Q: 3 clusters Score -3470128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3470128.500000 Penalty: 5084.253418
	Iteration 57Q: 3 clusters Score -3470128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3470129.500000 Penalty: 5084.253418
	Iteration 58Q: 3 clusters Score -3470130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3470134.000000 Penalty: 5084.253418
	Iteration 59Q: 3 clusters Score -3470134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3470134.000000 Penalty: 5084.253418
	Iteration 60F: 3 clusters Score -3470134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -1422480.750000 Penalty: 2327.908447
	Iteration 0F: 2 clusters Score -1422481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1413538.375000 Penalty: 4655.816895
	Iteration 0F: 3 clusters Score -1413538 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1416170.500000 Penalty: 4655.816895
	Iteration 1F: 3 clusters Score -1416170 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1416485.875000 Penalty: 4655.816895
	Iteration 2F: 3 clusters Score -1416486 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1416710.500000 Penalty: 4655.816895
	Iteration 3Q: 3 clusters Score -1416710 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1416848.625000 Penalty: 4655.816895
	Iteration 4Q: 3 clusters Score -1416849 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1416959.750000 Penalty: 4655.816895
	Iteration 5Q: 3 clusters Score -1416960 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1417059.375000 Penalty: 4655.816895
	Iteration 6Q: 3 clusters Score -1417059 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1417166.000000 Penalty: 4655.816895
	Iteration 7Q: 3 clusters Score -1417166 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1417264.250000 Penalty: 4655.816895
	Iteration 8Q: 3 clusters Score -1417264 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1417371.000000 Penalty: 4655.816895
	Iteration 9Q: 3 clusters Score -1417371 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1417496.250000 Penalty: 4655.816895
	Iteration 10Q: 3 clusters Score -1417496 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1417647.875000 Penalty: 4655.816895
	Iteration 11Q: 3 clusters Score -1417648 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1417813.750000 Penalty: 4655.816895
	Iteration 12Q: 3 clusters Score -1417814 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1418013.375000 Penalty: 4655.816895
	Iteration 13Q: 3 clusters Score -1418013 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1418260.500000 Penalty: 4655.816895
	Iteration 14Q: 3 clusters Score -1418260 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1418527.625000 Penalty: 4655.816895
	Iteration 15Q: 3 clusters Score -1418528 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1418817.125000 Penalty: 4655.816895
	Iteration 16Q: 3 clusters Score -1418817 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1419102.000000 Penalty: 4655.816895
	Iteration 17Q: 3 clusters Score -1419102 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1419335.375000 Penalty: 4655.816895
	Iteration 18Q: 3 clusters Score -1419335 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1419506.250000 Penalty: 4655.816895
	Iteration 19Q: 3 clusters Score -1419506 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1419655.125000 Penalty: 4655.816895
	Iteration 20F: 3 clusters Score -1419655 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1419798.000000 Penalty: 4655.816895
	Iteration 21Q: 3 clusters Score -1419798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1419920.375000 Penalty: 4655.816895
	Iteration 22Q: 3 clusters Score -1419920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1420020.250000 Penalty: 4655.816895
	Iteration 23Q: 3 clusters Score -1420020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1420087.500000 Penalty: 4655.816895
	Iteration 24Q: 3 clusters Score -1420088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1420150.000000 Penalty: 4655.816895
	Iteration 25Q: 3 clusters Score -1420150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1420196.375000 Penalty: 4655.816895
	Iteration 26Q: 3 clusters Score -1420196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1420231.500000 Penalty: 4655.816895
	Iteration 27Q: 3 clusters Score -1420232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1420260.125000 Penalty: 4655.816895
	Iteration 28Q: 3 clusters Score -1420260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1420281.375000 Penalty: 4655.816895
	Iteration 29Q: 3 clusters Score -1420281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1420292.875000 Penalty: 4655.816895
	Iteration 30Q: 3 clusters Score -1420293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1420301.375000 Penalty: 4655.816895
	Iteration 31Q: 3 clusters Score -1420301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1420305.875000 Penalty: 4655.816895
	Iteration 32Q: 3 clusters Score -1420306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1420307.125000 Penalty: 4655.816895
	Iteration 33Q: 3 clusters Score -1420307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1420307.625000 Penalty: 4655.816895
	Iteration 34Q: 3 clusters Score -1420308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1420310.250000 Penalty: 4655.816895
	Iteration 35Q: 3 clusters Score -1420310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1420311.000000 Penalty: 4655.816895
	Iteration 36Q: 3 clusters Score -1420311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1420313.750000 Penalty: 4655.816895
	Iteration 37Q: 3 clusters Score -1420314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1420317.875000 Penalty: 4655.816895
	Iteration 38Q: 3 clusters Score -1420318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1420323.750000 Penalty: 4655.816895
	Iteration 39Q: 3 clusters Score -1420324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1420324.750000 Penalty: 4655.816895
	Iteration 40F: 3 clusters Score -1420325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1420332.250000 Penalty: 4655.816895
	Iteration 41Q: 3 clusters Score -1420332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1420333.625000 Penalty: 4655.816895
	Iteration 42Q: 3 clusters Score -1420334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1420340.500000 Penalty: 4655.816895
	Iteration 43Q: 3 clusters Score -1420340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1420342.750000 Penalty: 4655.816895
	Iteration 44Q: 3 clusters Score -1420343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1420348.625000 Penalty: 4655.816895
	Iteration 45Q: 3 clusters Score -1420349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1420356.750000 Penalty: 4655.816895
	Iteration 46Q: 3 clusters Score -1420357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1420356.125000 Penalty: 4655.816895
	Iteration 47Q: 3 clusters Score -1420356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1420359.250000 Penalty: 4655.816895
	Iteration 48Q: 3 clusters Score -1420359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1420363.375000 Penalty: 4655.816895
	Iteration 49Q: 3 clusters Score -1420363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1420366.500000 Penalty: 4655.816895
	Iteration 50Q: 3 clusters Score -1420366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1420372.125000 Penalty: 4655.816895
	Iteration 51Q: 3 clusters Score -1420372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1420372.375000 Penalty: 4655.816895
	Iteration 52Q: 3 clusters Score -1420372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1420375.875000 Penalty: 4655.816895
	Iteration 53Q: 3 clusters Score -1420376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1420377.500000 Penalty: 4655.816895
	Iteration 54Q: 3 clusters Score -1420378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1420384.750000 Penalty: 4655.816895
	Iteration 55Q: 3 clusters Score -1420385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1420385.250000 Penalty: 4655.816895
	Iteration 56Q: 3 clusters Score -1420385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1420389.000000 Penalty: 4655.816895
	Iteration 57Q: 3 clusters Score -1420389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1420389.750000 Penalty: 4655.816895
	Iteration 58Q: 3 clusters Score -1420390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1420396.375000 Penalty: 4655.816895
	Iteration 59Q: 3 clusters Score -1420396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1420401.500000 Penalty: 4655.816895
	Iteration 60F: 3 clusters Score -1420402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1420405.125000 Penalty: 4655.816895
	Iteration 61Q: 3 clusters Score -1420405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1420408.750000 Penalty: 4655.816895
	Iteration 62Q: 3 clusters Score -1420409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1420411.250000 Penalty: 4655.816895
	Iteration 63Q: 3 clusters Score -1420411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1420411.250000 Penalty: 4655.816895
	Iteration 64F: 3 clusters Score -1420411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -125965.890625 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -125965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123979.656250 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -123979.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124475.328125 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -124475.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -124723.125000 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -124723.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124887.820312 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -124887.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -125064.273438 Penalty: 3493.840332
	Iteration 4F: 3 clusters Score -125064.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -125287.437500 Penalty: 3493.840332
	Iteration 5F: 3 clusters Score -125287.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125585.148438 Penalty: 3493.840332
	Iteration 6F: 3 clusters Score -125585.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125990.921875 Penalty: 3493.840332
	Iteration 7F: 3 clusters Score -125990.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -126460.234375 Penalty: 3493.840332
	Iteration 8F: 3 clusters Score -126460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126521.632812 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -126521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126524.578125 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -126524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126524.578125 Penalty: 3493.840332
	Iteration 11F: 3 clusters Score -126524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170534 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 630 members 
Entering Unmasked Estep 
Score: -124245776.000000 Penalty: 99613.000000
Splitting cluster 26 changes total score from -124246792.000000 to -124245776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -105604.820312 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -105604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103702.281250 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -103702.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104087.007812 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -104087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104271.062500 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -104271.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104440.773438 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -104440.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104602.304688 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -104602.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -104784.265625 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -104784.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105107.218750 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -105107.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105222.054688 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -105222.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105296.640625 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -105296.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105358.117188 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -105358.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105400.125000 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -105400.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105451.117188 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -105451.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105493.062500 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -105493.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -105532.703125 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -105532.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -105572.570312 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -105572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -105614.359375 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -105614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -105631.703125 Penalty: 3419.253418
	Iteration 16Q: 3 clusters Score -105631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -105649.820312 Penalty: 3419.253418
	Iteration 17Q: 3 clusters Score -105649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -105658.617188 Penalty: 3419.253418
	Iteration 18Q: 3 clusters Score -105658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105667.453125 Penalty: 3419.253418
	Iteration 19Q: 3 clusters Score -105667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -105671.570312 Penalty: 3419.253418
	Iteration 20F: 3 clusters Score -105671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -105673.164062 Penalty: 3419.253418
	Iteration 21Q: 3 clusters Score -105673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -105674.039062 Penalty: 3419.253418
	Iteration 22Q: 3 clusters Score -105674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -105674.039062 Penalty: 3419.253418
	Iteration 23F: 3 clusters Score -105674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 134898 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 29955 members 
Mstep: Class 13 contains 167552 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 170534 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 28297 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 254 members 
Entering Unmasked Estep 
Score: -124245224.000000 Penalty: 99613.000000
Splitting cluster 27 changes total score from -124246792.000000 to -124245224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -35080.136719 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -35080.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33774.718750 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -33774.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33962.824219 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -33962.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34135.078125 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -34135.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34273.890625 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -34273.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34407.527344 Penalty: 2930.409180
	Iteration 4F: 3 clusters Score -34407.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34489.320312 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -34489.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34572.894531 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -34572.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34693.421875 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -34693.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34705.535156 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -34705.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34707.839844 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -34707.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34707.839844 Penalty: 2930.409180
	Iteration 10F: 3 clusters Score -34707.84 nChanged 0
--- Evaluating fit on full set of 3106918 points ---
Entering Unmasked Estep 
Score: -378434080.000000 Penalty: 103806.835938
25->29 Clusters: Score -378434080.000000, best is -378502304.000000

Main iterations: 0 (time per=infms)
Total iterations: 79842 (time per=338.126296ms)
Iterations metric 2: 5176036425728.000000 (time per=5.215705ns)
Iterations metric 3: 155272345550848.000000 (time per=173.866632ps)

That took 26996.679688 seconds.
